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diff --git a/MBench-A-New/archive/duration_50s/removed_annotations/a_pairwise_d0feae99.jsonl b/MBench-A-New/archive/duration_50s/removed_annotations/a_pairwise_d0feae99.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b3ae7c3dedd2fab7add2dc64be1c36ab8166427f
--- /dev/null
+++ b/MBench-A-New/archive/duration_50s/removed_annotations/a_pairwise_d0feae99.jsonl
@@ -0,0 +1 @@
+{"type": "a_pairwise", "timestamp": 1779182336.5208838, "annotator": "沈春燕", "task_id": "task_0301", "dataset_id": "mbencha", "subset": "human", "sample_id": "mem_openhumanvid_7bda0fd8f6ce9ad0df725fb277d41615", "condition_id": "left_then_right_25s", "model_a": "infinite_world", "model_b": "yume", "item_a": "human:mem_openhumanvid_7bda0fd8f6ce9ad0df725fb277d41615:left_then_right_25s|infinite_world", "item_b": "human:mem_openhumanvid_7bda0fd8f6ce9ad0df725fb277d41615:left_then_right_25s|yume", "camera_motion": "left_then_right", "dimensions": {"prompt_interaction": "tie", "action_interaction": "tie", "viewpoint": "tie", "layout": "tie", "style": "tie", "lighting": "tie"}, "swapped": false, "note": ""}
diff --git a/MBench-A-New/archive/duration_50s/removed_mapping.jsonl b/MBench-A-New/archive/duration_50s/removed_mapping.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4d3d6bbdcd1f945fbddc08f11fc2d25a642ddfa8
--- /dev/null
+++ b/MBench-A-New/archive/duration_50s/removed_mapping.jsonl
@@ -0,0 +1,57 @@
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diff --git a/MBench-A-New/archive/duration_50s/removed_samples_infinite_world.jsonl b/MBench-A-New/archive/duration_50s/removed_samples_infinite_world.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4166e3abbaf955d55f3510a56810127e5ed5650a
--- /dev/null
+++ b/MBench-A-New/archive/duration_50s/removed_samples_infinite_world.jsonl
@@ -0,0 +1,57 @@
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+{"item_id": "human:mem_openhumanvid_a915db03b6ce7af6024ab2fbaad04e04:right_then_left_25s", "dataset_id": "mbencha", "subset": "human", "sample_id": "mem_openhumanvid_a915db03b6ce7af6024ab2fbaad04e04", "condition_id": "right_then_left_25s", "model_id": "infinite_world", "media": {"videos": [{"path": "outputs/human/mem_openhumanvid_a915db03b6ce7af6024ab2fbaad04e04/right_then_left_25s/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {"source_family": "human_0514"}}
+{"item_id": "human:mem_openhumanvid_b2b0ef76cfdccecd40bb341e68450c82:right_then_left_25s", "dataset_id": "mbencha", "subset": "human", "sample_id": "mem_openhumanvid_b2b0ef76cfdccecd40bb341e68450c82", "condition_id": "right_then_left_25s", "model_id": "infinite_world", "media": {"videos": [{"path": "outputs/human/mem_openhumanvid_b2b0ef76cfdccecd40bb341e68450c82/right_then_left_25s/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {"source_family": "human_0514"}}
+{"item_id": "human:mem_openhumanvid_b9485671363cffdfe3542fea69b00efb:right_then_left_25s", "dataset_id": "mbencha", "subset": "human", "sample_id": "mem_openhumanvid_b9485671363cffdfe3542fea69b00efb", "condition_id": "right_then_left_25s", "model_id": "infinite_world", "media": {"videos": [{"path": "outputs/human/mem_openhumanvid_b9485671363cffdfe3542fea69b00efb/right_then_left_25s/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {"source_family": "human_0514"}}
+{"item_id": "human:mem_openhumanvid_bc2c5d19a7878ec81bec903d40e6fd77:right_then_left_25s", "dataset_id": "mbencha", "subset": "human", "sample_id": "mem_openhumanvid_bc2c5d19a7878ec81bec903d40e6fd77", "condition_id": "right_then_left_25s", "model_id": "infinite_world", "media": {"videos": [{"path": "outputs/human/mem_openhumanvid_bc2c5d19a7878ec81bec903d40e6fd77/right_then_left_25s/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {"source_family": "human_0514"}}
+{"item_id": "human:mem_openhumanvid_bfcdf8f86553f18373f9e3cd3b641ff8:right_then_left_25s", "dataset_id": "mbencha", "subset": "human", "sample_id": "mem_openhumanvid_bfcdf8f86553f18373f9e3cd3b641ff8", "condition_id": "right_then_left_25s", "model_id": "infinite_world", "media": {"videos": [{"path": "outputs/human/mem_openhumanvid_bfcdf8f86553f18373f9e3cd3b641ff8/right_then_left_25s/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {"source_family": "human_0514"}}
+{"item_id": "human:mem_openhumanvid_cb075441021eecd283ffe5af68c16a8b:right_then_left_25s", "dataset_id": "mbencha", "subset": "human", "sample_id": "mem_openhumanvid_cb075441021eecd283ffe5af68c16a8b", "condition_id": "right_then_left_25s", "model_id": "infinite_world", "media": {"videos": [{"path": "outputs/human/mem_openhumanvid_cb075441021eecd283ffe5af68c16a8b/right_then_left_25s/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {"source_family": "human_0514"}}
+{"item_id": "human:mem_openhumanvid_cbb114deb7a6845bc2abd724d351bbec:right_then_left_25s", "dataset_id": "mbencha", "subset": "human", "sample_id": "mem_openhumanvid_cbb114deb7a6845bc2abd724d351bbec", "condition_id": "right_then_left_25s", "model_id": "infinite_world", "media": {"videos": [{"path": "outputs/human/mem_openhumanvid_cbb114deb7a6845bc2abd724d351bbec/right_then_left_25s/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {"source_family": "human_0514"}}
+{"item_id": "human:mem_openhumanvid_cceb59baf0ed770fc33e2a6a513c811d:right_then_left_25s", "dataset_id": "mbencha", "subset": "human", "sample_id": "mem_openhumanvid_cceb59baf0ed770fc33e2a6a513c811d", "condition_id": "right_then_left_25s", "model_id": "infinite_world", "media": {"videos": [{"path": "outputs/human/mem_openhumanvid_cceb59baf0ed770fc33e2a6a513c811d/right_then_left_25s/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {"source_family": "human_0514"}}
+{"item_id": "human:mem_openhumanvid_cf989bab6bd8fb064ebec45974e4483c:right_then_left_25s", "dataset_id": "mbencha", "subset": "human", "sample_id": "mem_openhumanvid_cf989bab6bd8fb064ebec45974e4483c", "condition_id": "right_then_left_25s", "model_id": "infinite_world", "media": {"videos": [{"path": "outputs/human/mem_openhumanvid_cf989bab6bd8fb064ebec45974e4483c/right_then_left_25s/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {"source_family": "human_0514"}}
+{"item_id": "human:mem_openhumanvid_d460fa610a261721e27d6a7dfab4a4f8:right_then_left_25s", "dataset_id": "mbencha", "subset": "human", "sample_id": "mem_openhumanvid_d460fa610a261721e27d6a7dfab4a4f8", "condition_id": "right_then_left_25s", "model_id": "infinite_world", "media": {"videos": [{"path": "outputs/human/mem_openhumanvid_d460fa610a261721e27d6a7dfab4a4f8/right_then_left_25s/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {"source_family": "human_0514"}}
+{"item_id": "human:mem_openhumanvid_d6027e88232b88b900db1eeddbd34970:right_then_left_25s", "dataset_id": "mbencha", "subset": "human", "sample_id": "mem_openhumanvid_d6027e88232b88b900db1eeddbd34970", "condition_id": "right_then_left_25s", "model_id": "infinite_world", "media": {"videos": [{"path": "outputs/human/mem_openhumanvid_d6027e88232b88b900db1eeddbd34970/right_then_left_25s/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {"source_family": "human_0514"}}
+{"item_id": "human:mem_openhumanvid_d64007a7d3474c945f570ddefd063da2:right_then_left_25s", "dataset_id": "mbencha", "subset": "human", "sample_id": "mem_openhumanvid_d64007a7d3474c945f570ddefd063da2", "condition_id": "right_then_left_25s", "model_id": "infinite_world", "media": {"videos": [{"path": "outputs/human/mem_openhumanvid_d64007a7d3474c945f570ddefd063da2/right_then_left_25s/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {"source_family": "human_0514"}}
+{"item_id": "human:mem_openhumanvid_d900fb214e8ef58e8218bb594fdf7028:right_then_left_25s", "dataset_id": "mbencha", "subset": "human", "sample_id": "mem_openhumanvid_d900fb214e8ef58e8218bb594fdf7028", "condition_id": "right_then_left_25s", "model_id": "infinite_world", "media": {"videos": [{"path": "outputs/human/mem_openhumanvid_d900fb214e8ef58e8218bb594fdf7028/right_then_left_25s/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {"source_family": "human_0514"}}
+{"item_id": "human:mem_openhumanvid_d97251b642ac468a1ad346fe3ae2dde4:right_then_left_25s", "dataset_id": "mbencha", "subset": "human", "sample_id": "mem_openhumanvid_d97251b642ac468a1ad346fe3ae2dde4", "condition_id": "right_then_left_25s", "model_id": "infinite_world", "media": {"videos": [{"path": "outputs/human/mem_openhumanvid_d97251b642ac468a1ad346fe3ae2dde4/right_then_left_25s/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {"source_family": "human_0514"}}
+{"item_id": "human:mem_openhumanvid_dc1adc693e0ebc27fead7ff9e23c51ff:right_then_left_25s", "dataset_id": "mbencha", "subset": "human", "sample_id": "mem_openhumanvid_dc1adc693e0ebc27fead7ff9e23c51ff", "condition_id": "right_then_left_25s", "model_id": "infinite_world", "media": {"videos": [{"path": "outputs/human/mem_openhumanvid_dc1adc693e0ebc27fead7ff9e23c51ff/right_then_left_25s/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {"source_family": "human_0514"}}
+{"item_id": "human:mem_openhumanvid_dc4111517e93f5decf53e2268b80febf:right_then_left_25s", "dataset_id": "mbencha", "subset": "human", "sample_id": "mem_openhumanvid_dc4111517e93f5decf53e2268b80febf", "condition_id": "right_then_left_25s", "model_id": "infinite_world", "media": {"videos": [{"path": "outputs/human/mem_openhumanvid_dc4111517e93f5decf53e2268b80febf/right_then_left_25s/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {"source_family": "human_0514"}}
+{"item_id": "human:mem_openhumanvid_dd5f3f2db5d9938113e2041620f611e6:right_then_left_25s", "dataset_id": "mbencha", "subset": "human", "sample_id": "mem_openhumanvid_dd5f3f2db5d9938113e2041620f611e6", "condition_id": "right_then_left_25s", "model_id": "infinite_world", "media": {"videos": [{"path": "outputs/human/mem_openhumanvid_dd5f3f2db5d9938113e2041620f611e6/right_then_left_25s/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {"source_family": "human_0514"}}
+{"item_id": "human:mem_openhumanvid_ddc4ee429021570696b60649686892d3:right_then_left_25s", "dataset_id": "mbencha", "subset": "human", "sample_id": "mem_openhumanvid_ddc4ee429021570696b60649686892d3", "condition_id": "right_then_left_25s", "model_id": "infinite_world", "media": {"videos": [{"path": "outputs/human/mem_openhumanvid_ddc4ee429021570696b60649686892d3/right_then_left_25s/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {"source_family": "human_0514"}}
+{"item_id": "human:mem_openhumanvid_e4c28c91618e764bd2ac38b7660f8755:right_then_left_25s", "dataset_id": "mbencha", "subset": "human", "sample_id": "mem_openhumanvid_e4c28c91618e764bd2ac38b7660f8755", "condition_id": "right_then_left_25s", "model_id": "infinite_world", "media": {"videos": [{"path": "outputs/human/mem_openhumanvid_e4c28c91618e764bd2ac38b7660f8755/right_then_left_25s/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {"source_family": "human_0514"}}
+{"item_id": "human:mem_openhumanvid_e5b327777026e9558f364e3e23c4b45e:right_then_left_25s", "dataset_id": "mbencha", "subset": "human", "sample_id": "mem_openhumanvid_e5b327777026e9558f364e3e23c4b45e", "condition_id": "right_then_left_25s", "model_id": "infinite_world", "media": {"videos": [{"path": "outputs/human/mem_openhumanvid_e5b327777026e9558f364e3e23c4b45e/right_then_left_25s/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {"source_family": "human_0514"}}
+{"item_id": "human:mem_openhumanvid_e7d0455f70845b771957733ad8b9761f:right_then_left_25s", "dataset_id": "mbencha", "subset": "human", "sample_id": "mem_openhumanvid_e7d0455f70845b771957733ad8b9761f", "condition_id": "right_then_left_25s", "model_id": "infinite_world", "media": {"videos": [{"path": "outputs/human/mem_openhumanvid_e7d0455f70845b771957733ad8b9761f/right_then_left_25s/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {"source_family": "human_0514"}}
+{"item_id": "human:mem_openhumanvid_ea1143f4843d5f4dea25e28ed4239023:right_then_left_25s", "dataset_id": "mbencha", "subset": "human", "sample_id": "mem_openhumanvid_ea1143f4843d5f4dea25e28ed4239023", "condition_id": "right_then_left_25s", "model_id": "infinite_world", "media": {"videos": [{"path": "outputs/human/mem_openhumanvid_ea1143f4843d5f4dea25e28ed4239023/right_then_left_25s/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {"source_family": "human_0514"}}
+{"item_id": "human:mem_openhumanvid_ee253e6b5bb0b16264606c338f5f670f:right_then_left_25s", "dataset_id": "mbencha", "subset": "human", "sample_id": "mem_openhumanvid_ee253e6b5bb0b16264606c338f5f670f", "condition_id": "right_then_left_25s", "model_id": "infinite_world", "media": {"videos": [{"path": "outputs/human/mem_openhumanvid_ee253e6b5bb0b16264606c338f5f670f/right_then_left_25s/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {"source_family": "human_0514"}}
+{"item_id": "human:mem_openhumanvid_ee552259aaacc00e95f7249dab418047:right_then_left_25s", "dataset_id": "mbencha", "subset": "human", "sample_id": "mem_openhumanvid_ee552259aaacc00e95f7249dab418047", "condition_id": "right_then_left_25s", "model_id": "infinite_world", "media": {"videos": [{"path": "outputs/human/mem_openhumanvid_ee552259aaacc00e95f7249dab418047/right_then_left_25s/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {"source_family": "human_0514"}}
+{"item_id": "human:mem_openhumanvid_f0faae2b9b81ee428aa8583ba550f92c:right_then_left_25s", "dataset_id": "mbencha", "subset": "human", "sample_id": "mem_openhumanvid_f0faae2b9b81ee428aa8583ba550f92c", "condition_id": "right_then_left_25s", "model_id": "infinite_world", "media": {"videos": [{"path": "outputs/human/mem_openhumanvid_f0faae2b9b81ee428aa8583ba550f92c/right_then_left_25s/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {"source_family": "human_0514"}}
+{"item_id": "human:mem_openhumanvid_f597a56a57ac95f74397e8faf9b0d8ad:right_then_left_25s", "dataset_id": "mbencha", "subset": "human", "sample_id": "mem_openhumanvid_f597a56a57ac95f74397e8faf9b0d8ad", "condition_id": "right_then_left_25s", "model_id": "infinite_world", "media": {"videos": [{"path": "outputs/human/mem_openhumanvid_f597a56a57ac95f74397e8faf9b0d8ad/right_then_left_25s/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {"source_family": "human_0514"}}
+{"item_id": "human:mem_openhumanvid_f602b4424ba5b3da8a2e62b38655abf1:right_then_left_25s", "dataset_id": "mbencha", "subset": "human", "sample_id": "mem_openhumanvid_f602b4424ba5b3da8a2e62b38655abf1", "condition_id": "right_then_left_25s", "model_id": "infinite_world", "media": {"videos": [{"path": "outputs/human/mem_openhumanvid_f602b4424ba5b3da8a2e62b38655abf1/right_then_left_25s/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {"source_family": "human_0514"}}
diff --git a/MBench-A-New/dataset.yaml b/MBench-A-New/dataset.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..173ff8a20a86d1c94867a347d402c117f20308b8
--- /dev/null
+++ b/MBench-A-New/dataset.yaml
@@ -0,0 +1,29 @@
+dataset_id: mbencha
+dataset_name: MBench-A
+version: '1.0'
+description: 'MBench-A: World Model Action Benchmark for camera motion control'
+path_mode: relative_to_dataset_root
+
+subsets:
+  environment: {description: Environment / spatial memory samples.}
+  human: {description: Human entity identity memory samples.}
+  object: {description: Object entity identity memory samples.}
+  causal: {description: Causal / interaction memory samples.}
+
+condition_id:
+  pattern: "{action}_{length}"
+  actions: [left_then_right, right_then_left, forward_then_backward, left_360, right_360, left_720, right_720, left_1080, right_1080, static]
+  lengths:
+    10s: original 161f setting
+    25s: original 401f setting
+
+paths:
+  sample_dir: samples/{subset}/{sample_id}
+  sample_meta: samples/{subset}/{sample_id}/sample.json
+  source_video: samples/{subset}/{sample_id}/source_video.mp4
+  first_frame: samples/{subset}/{sample_id}/first_frame.png
+  reference: samples/{subset}/{sample_id}/reference.png
+  model_package: models/{model_id}
+  model_samples: models/{model_id}/samples.jsonl
+  output_video: models/{model_id}/outputs/{subset}/{sample_id}/{condition_id}/video.mp4
+  artifact_da3: models/{model_id}/artifacts/{subset}/{sample_id}/{condition_id}/da3/results.npz
diff --git a/MBench-A-New/human0514_and_401f_canonical_copy_manifest.json b/MBench-A-New/human0514_and_401f_canonical_copy_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..a5a57d526e96ec70c1575a27592019a8a116caad
--- /dev/null
+++ b/MBench-A-New/human0514_and_401f_canonical_copy_manifest.json
@@ -0,0 +1,61 @@
+{
+  "copies": [],
+  "missing_after_copy_planning": [
+    {
+      "task_id": "task_0287",
+      "sample_id": "mem_openhumanvid_e4c28c91618e764bd2ac38b7660f8755",
+      "subset": "human",
+      "motion": "right_then_left",
+      "model_id": "lingbot_world",
+      "target": "MBench-A-New/models/lingbot_world/outputs/human/mem_openhumanvid_e4c28c91618e764bd2ac38b7660f8755/right_then_left_25s/video.mp4"
+    },
+    {
+      "task_id": "task_0291",
+      "sample_id": "mem_openhumanvid_b2b0ef76cfdccecd40bb341e68450c82",
+      "subset": "human",
+      "motion": "right_then_left",
+      "model_id": "lingbot_world",
+      "target": "MBench-A-New/models/lingbot_world/outputs/human/mem_openhumanvid_b2b0ef76cfdccecd40bb341e68450c82/right_then_left_25s/video.mp4"
+    },
+    {
+      "task_id": "task_0292",
+      "sample_id": "mem_openhumanvid_bfcdf8f86553f18373f9e3cd3b641ff8",
+      "subset": "human",
+      "motion": "right_then_left",
+      "model_id": "lingbot_world",
+      "target": "MBench-A-New/models/lingbot_world/outputs/human/mem_openhumanvid_bfcdf8f86553f18373f9e3cd3b641ff8/right_then_left_25s/video.mp4"
+    },
+    {
+      "task_id": "task_0300",
+      "sample_id": "mem_openhumanvid_dd5f3f2db5d9938113e2041620f611e6",
+      "subset": "human",
+      "motion": "right_then_left",
+      "model_id": "lingbot_world",
+      "target": "MBench-A-New/models/lingbot_world/outputs/human/mem_openhumanvid_dd5f3f2db5d9938113e2041620f611e6/right_then_left_25s/video.mp4"
+    },
+    {
+      "task_id": "task_0303",
+      "sample_id": "mem_openhumanvid_cf989bab6bd8fb064ebec45974e4483c",
+      "subset": "human",
+      "motion": "right_then_left",
+      "model_id": "lingbot_world",
+      "target": "MBench-A-New/models/lingbot_world/outputs/human/mem_openhumanvid_cf989bab6bd8fb064ebec45974e4483c/right_then_left_25s/video.mp4"
+    },
+    {
+      "task_id": "task_0306",
+      "sample_id": "mem_openhumanvid_2c63fd486493484cbe55664f0a841010",
+      "subset": "human",
+      "motion": "left_then_right",
+      "model_id": "lingbot_world",
+      "target": "MBench-A-New/models/lingbot_world/outputs/human/mem_openhumanvid_2c63fd486493484cbe55664f0a841010/left_then_right_25s/video.mp4"
+    },
+    {
+      "task_id": "task_0309",
+      "sample_id": "mem_openhumanvid_d900fb214e8ef58e8218bb594fdf7028",
+      "subset": "human",
+      "motion": "right_then_left",
+      "model_id": "lingbot_world",
+      "target": "MBench-A-New/models/lingbot_world/outputs/human/mem_openhumanvid_d900fb214e8ef58e8218bb594fdf7028/right_then_left_25s/video.mp4"
+    }
+  ]
+}
diff --git a/MBench-A-New/mapping.jsonl b/MBench-A-New/mapping.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ba532844751bb5b3887cd3036dc62fcb5fc86177
--- /dev/null
+++ b/MBench-A-New/mapping.jsonl
@@ -0,0 +1,4959 @@
+{"old_path": "MBench-A/gt/Spatial/sample_001_bcd37a7f/video_gt.mp4", "new_path": "MBench-A-New/samples/environment/sample_001_bcd37a7f/source_video.mp4", "type": "sample_gt", "subset": "environment", "sample_id": "sample_001_bcd37a7f"}
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+A car tire slowly rolls over a line of aluminum trays filled with colorful, gel-like water beads on a rough asphalt surface. As the tire presses down, the trays deform and rupture, releasing the vibrant beads that scatter across the ground. The beads burst and flatten under pressure, spreading outward in a dynamic pattern. Some remain contained while others roll away, creating a vivid contrast against the gray pavement.
\ No newline at end of file
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+{
+  "sample_id": "a00037_00237",
+  "subset": "causal",
+  "caption": "A car tire slowly rolls over a line of aluminum trays filled with colorful, gel-like water beads on a rough asphalt surface. As the tire presses down, the trays deform and rupture, releasing the vibrant beads that scatter across the ground. The beads burst and flatten under pressure, spreading outward in a dynamic pattern. Some remain contained while others roll away, creating a vivid contrast against the gray pavement.",
+  "ground_truth_media": {
+    "source_video": "source_video.mp4",
+    "first_frame": "first_frame.png"
+  }
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+{
+  "sample_id": "a00043_01144",
+  "subset": "causal",
+  "caption": "In a brightly lit kitchen, a stainless steel mixing bowl sits on a white countertop, containing a pale beige batter. A fine-mesh metal sifter filled with white flour is held above the bowl. Hands gently shake the sifter, causing the flour to cascade downward in a soft, even stream, dispersing into the batter below. The falling flour creates subtle ripples and accumulates gradually, blending with the existing mixture as gravity pulls it through the mesh.",
+  "ground_truth_media": {
+    "source_video": "source_video.mp4",
+    "first_frame": "first_frame.png"
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\ No newline at end of file
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diff --git a/MBench-A-New/samples/causal/a00045_00071/caption.txt b/MBench-A-New/samples/causal/a00045_00071/caption.txt
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+{
+  "sample_id": "a00045_00071",
+  "subset": "causal",
+  "caption": "In a controlled indoor environment with neutral lighting, a camouflage tactical vest is mounted on a metallic test rig and subjected to mechanical stress. Two hydraulic actuators, connected via metal rods, apply opposing forces to the vest, causing it to twist and deform. The vest rotates and bends under the applied tension, demonstrating material flexibility and structural response. Wires and hoses link the actuators to external systems, indicating automated testing. The background features a plain wall with electrical outlets and cables.",
+  "ground_truth_media": {
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+    "first_frame": "first_frame.png"
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diff --git a/MBench-A/Human-0514/Lingbot-world/0066_h_83b3cedecab0_right_then_left_fast_401f.mp4 b/MBench-A/Human-0514/Lingbot-world/0066_h_83b3cedecab0_right_then_left_fast_401f.mp4
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diff --git a/MBench-A/Human-0514/Lingbot-world/0076_h_742495876ba9_right_then_left_fast_401f.mp4 b/MBench-A/Human-0514/Lingbot-world/0076_h_742495876ba9_right_then_left_fast_401f.mp4
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diff --git a/MBench-A/Human-0514/Lingbot-world/0077_h_00f63be129cb_right_then_left_fast_401f.mp4 b/MBench-A/Human-0514/Lingbot-world/0077_h_00f63be129cb_right_then_left_fast_401f.mp4
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diff --git a/MBench-A/Human-0514/Lingbot-world/0078_h_448c238250b5_right_then_left_fast_401f.mp4 b/MBench-A/Human-0514/Lingbot-world/0078_h_448c238250b5_right_then_left_fast_401f.mp4
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diff --git a/MBench-A/Human-0514/Lingbot-world/0079_h_18cefc3b61eb_right_then_left_fast_401f.mp4 b/MBench-A/Human-0514/Lingbot-world/0079_h_18cefc3b61eb_right_then_left_fast_401f.mp4
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diff --git a/MBench-A/Human-0514/Lingbot-world/0080_h_5ed1a592711f_right_then_left_fast_401f.mp4 b/MBench-A/Human-0514/Lingbot-world/0080_h_5ed1a592711f_right_then_left_fast_401f.mp4
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@@ -0,0 +1,3 @@
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diff --git a/MBench-A/Human-0514/Lingbot-world/run_log.txt b/MBench-A/Human-0514/Lingbot-world/run_log.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2b48ff7537b0c9964a77a095218b2126cd134527
--- /dev/null
+++ b/MBench-A/Human-0514/Lingbot-world/run_log.txt
@@ -0,0 +1,160 @@
+[1/80] START 13:41:54 | h_dc1adc693e0e left_then_right 401f FAST
+[1/80] OK 13:49:11 7m16s | h_dc1adc693e0e left_then_right 401f -> 0001_h_dc1adc693e0e_left_then_right_fast_401f.mp4
+[2/80] START 13:49:11 | h_4e31ccbc2ba9 left_then_right 401f FAST
+[2/80] OK 13:56:28 7m16s | h_4e31ccbc2ba9 left_then_right 401f -> 0002_h_4e31ccbc2ba9_left_then_right_fast_401f.mp4
+[3/80] START 13:56:28 | h_43e5ae6b3d59 left_then_right 401f FAST
+[3/80] OK 14:03:47 7m19s | h_43e5ae6b3d59 left_then_right 401f -> 0003_h_43e5ae6b3d59_left_then_right_fast_401f.mp4
+[4/80] START 14:03:48 | h_ee253e6b5bb0 left_then_right 401f FAST
+[4/80] OK 14:11:05 7m16s | h_ee253e6b5bb0 left_then_right 401f -> 0004_h_ee253e6b5bb0_left_then_right_fast_401f.mp4
+[5/80] START 14:11:05 | h_716ae4bb7a98 left_then_right 401f FAST
+[5/80] OK 14:18:22 7m16s | h_716ae4bb7a98 left_then_right 401f -> 0005_h_716ae4bb7a98_left_then_right_fast_401f.mp4
+[6/80] START 14:18:23 | h_32622cd22ad4 left_then_right 401f FAST
+[6/80] OK 14:25:39 7m16s | h_32622cd22ad4 left_then_right 401f -> 0006_h_32622cd22ad4_left_then_right_fast_401f.mp4
+[7/80] START 14:25:40 | h_9027b4e5a55c left_then_right 401f FAST
+[7/80] OK 14:32:56 7m16s | h_9027b4e5a55c left_then_right 401f -> 0007_h_9027b4e5a55c_left_then_right_fast_401f.mp4
+[8/80] START 14:32:57 | h_d460fa610a26 left_then_right 401f FAST
+[8/80] OK 14:40:14 7m17s | h_d460fa610a26 left_then_right 401f -> 0008_h_d460fa610a26_left_then_right_fast_401f.mp4
+[9/80] START 14:40:15 | h_cbb114deb7a6 left_then_right 401f FAST
+[9/80] OK 14:47:32 7m17s | h_cbb114deb7a6 left_then_right 401f -> 0009_h_cbb114deb7a6_left_then_right_fast_401f.mp4
+[10/80] START 14:47:32 | h_9fdb149c839d left_then_right 401f FAST
+[10/80] OK 14:54:50 7m17s | h_9fdb149c839d left_then_right 401f -> 0010_h_9fdb149c839d_left_then_right_fast_401f.mp4
+[11/80] START 14:54:50 | h_f597a56a57ac left_then_right 401f FAST
+[11/80] OK 15:02:07 7m17s | h_f597a56a57ac left_then_right 401f -> 0011_h_f597a56a57ac_left_then_right_fast_401f.mp4
+[12/80] START 15:02:08 | h_dc4111517e93 left_then_right 401f FAST
+[12/80] OK 15:09:26 7m17s | h_dc4111517e93 left_then_right 401f -> 0012_h_dc4111517e93_left_then_right_fast_401f.mp4
+[13/80] START 15:09:26 | h_cb075441021e left_then_right 401f FAST
+[13/80] OK 15:16:45 7m18s | h_cb075441021e left_then_right 401f -> 0013_h_cb075441021e_left_then_right_fast_401f.mp4
+[14/80] START 15:16:45 | h_0f361e624377 left_then_right 401f FAST
+[14/80] OK 15:24:03 7m17s | h_0f361e624377 left_then_right 401f -> 0014_h_0f361e624377_left_then_right_fast_401f.mp4
+[15/80] START 15:24:03 | h_ee552259aaac left_then_right 401f FAST
+[15/80] OK 15:31:21 7m18s | h_ee552259aaac left_then_right 401f -> 0015_h_ee552259aaac_left_then_right_fast_401f.mp4
+[16/80] START 15:31:21 | h_838dce5a9033 left_then_right 401f FAST
+[16/80] OK 15:38:39 7m17s | h_838dce5a9033 left_then_right 401f -> 0016_h_838dce5a9033_left_then_right_fast_401f.mp4
+[17/80] START 15:38:39 | h_289e5f62cfea left_then_right 401f FAST
+[17/80] OK 15:45:56 7m17s | h_289e5f62cfea left_then_right 401f -> 0017_h_289e5f62cfea_left_then_right_fast_401f.mp4
+[18/80] START 15:45:57 | h_f0faae2b9b81 left_then_right 401f FAST
+[18/80] OK 15:53:15 7m18s | h_f0faae2b9b81 left_then_right 401f -> 0018_h_f0faae2b9b81_left_then_right_fast_401f.mp4
+[19/80] START 15:53:16 | h_7dbe82b38561 left_then_right 401f FAST
+[19/80] OK 16:00:36 7m19s | h_7dbe82b38561 left_then_right 401f -> 0019_h_7dbe82b38561_left_then_right_fast_401f.mp4
+[20/80] START 16:00:36 | h_3763e43f4578 left_then_right 401f FAST
+[20/80] OK 16:07:54 7m17s | h_3763e43f4578 left_then_right 401f -> 0020_h_3763e43f4578_left_then_right_fast_401f.mp4
+[21/80] START 16:07:54 | h_188a2b7be5c3 left_then_right 401f FAST
+[21/80] OK 16:15:10 7m15s | h_188a2b7be5c3 left_then_right 401f -> 0021_h_188a2b7be5c3_left_then_right_fast_401f.mp4
+[22/80] START 16:15:10 | h_b9485671363c left_then_right 401f FAST
+[22/80] OK 16:22:27 7m16s | h_b9485671363c left_then_right 401f -> 0022_h_b9485671363c_left_then_right_fast_401f.mp4
+[23/80] START 16:22:27 | h_14d97466f9aa left_then_right 401f FAST
+[23/80] OK 16:29:44 7m16s | h_14d97466f9aa left_then_right 401f -> 0023_h_14d97466f9aa_left_then_right_fast_401f.mp4
+[24/80] START 16:29:44 | h_41619371dfb3 left_then_right 401f FAST
+[24/80] OK 16:37:00 7m16s | h_41619371dfb3 left_then_right 401f -> 0024_h_41619371dfb3_left_then_right_fast_401f.mp4
+[25/80] START 16:37:00 | h_ddc4ee429021 left_then_right 401f FAST
+[25/80] OK 16:44:17 7m16s | h_ddc4ee429021 left_then_right 401f -> 0025_h_ddc4ee429021_left_then_right_fast_401f.mp4
+[26/80] START 16:44:17 | h_817969e50ee3 left_then_right 401f FAST
+[26/80] OK 16:51:33 7m16s | h_817969e50ee3 left_then_right 401f -> 0026_h_817969e50ee3_left_then_right_fast_401f.mp4
+[27/80] START 16:51:34 | h_27dbb2a1fbe6 left_then_right 401f FAST
+[27/80] OK 16:58:50 7m16s | h_27dbb2a1fbe6 left_then_right 401f -> 0027_h_27dbb2a1fbe6_left_then_right_fast_401f.mp4
+[28/80] START 16:58:50 | h_27a4f86d1261 left_then_right 401f FAST
+[28/80] OK 17:06:07 7m17s | h_27a4f86d1261 left_then_right 401f -> 0028_h_27a4f86d1261_left_then_right_fast_401f.mp4
+[29/80] START 17:06:08 | h_f602b4424ba5 left_then_right 401f FAST
+[29/80] OK 17:13:25 7m16s | h_f602b4424ba5 left_then_right 401f -> 0029_h_f602b4424ba5_left_then_right_fast_401f.mp4
+[30/80] START 17:13:25 | h_0391393396ef left_then_right 401f FAST
+[30/80] OK 17:20:41 7m16s | h_0391393396ef left_then_right 401f -> 0030_h_0391393396ef_left_then_right_fast_401f.mp4
+[31/80] START 17:20:42 | h_7c5301bbf875 left_then_right 401f FAST
+[31/80] OK 17:27:58 7m16s | h_7c5301bbf875 left_then_right 401f -> 0031_h_7c5301bbf875_left_then_right_fast_401f.mp4
+[32/80] START 17:27:58 | h_a2d62d233722 left_then_right 401f FAST
+[32/80] OK 17:35:15 7m16s | h_a2d62d233722 left_then_right 401f -> 0032_h_a2d62d233722_left_then_right_fast_401f.mp4
+[33/80] START 17:35:15 | h_50d715c4d908 left_then_right 401f FAST
+[33/80] OK 17:42:33 7m17s | h_50d715c4d908 left_then_right 401f -> 0033_h_50d715c4d908_left_then_right_fast_401f.mp4
+[34/80] START 17:42:33 | h_66df359de693 left_then_right 401f FAST
+[34/80] OK 17:49:50 7m17s | h_66df359de693 left_then_right 401f -> 0034_h_66df359de693_left_then_right_fast_401f.mp4
+[35/80] START 17:49:51 | h_578d8af5881b left_then_right 401f FAST
+[35/80] OK 17:57:08 7m17s | h_578d8af5881b left_then_right 401f -> 0035_h_578d8af5881b_left_then_right_fast_401f.mp4
+[36/80] START 17:57:08 | h_086c90725c55 left_then_right 401f FAST
+[36/80] OK 18:04:27 7m18s | h_086c90725c55 left_then_right 401f -> 0036_h_086c90725c55_left_then_right_fast_401f.mp4
+[37/80] START 18:04:27 | h_e4c28c91618e left_then_right 401f FAST
+[37/80] OK 18:11:43 7m16s | h_e4c28c91618e left_then_right 401f -> 0037_h_e4c28c91618e_left_then_right_fast_401f.mp4
+[38/80] START 18:11:44 | h_e5b327777026 left_then_right 401f FAST
+[38/80] OK 18:19:00 7m16s | h_e5b327777026 left_then_right 401f -> 0038_h_e5b327777026_left_then_right_fast_401f.mp4
+[39/80] START 18:19:01 | h_64347f1fce75 left_then_right 401f FAST
+[39/80] OK 18:26:17 7m16s | h_64347f1fce75 left_then_right 401f -> 0039_h_64347f1fce75_left_then_right_fast_401f.mp4
+[40/80] START 18:26:18 | h_d6027e88232b left_then_right 401f FAST
+[40/80] OK 18:33:36 7m18s | h_d6027e88232b left_then_right 401f -> 0040_h_d6027e88232b_left_then_right_fast_401f.mp4
+[41/80] START 18:33:36 | h_a915db03b6ce right_then_left 401f FAST
+[41/80] OK 18:40:55 7m18s | h_a915db03b6ce right_then_left 401f -> 0041_h_a915db03b6ce_right_then_left_fast_401f.mp4
+[42/80] START 18:40:55 | h_9da45b0dda48 right_then_left 401f FAST
+[42/80] OK 18:48:12 7m16s | h_9da45b0dda48 right_then_left 401f -> 0042_h_9da45b0dda48_right_then_left_fast_401f.mp4
+[43/80] START 18:48:12 | h_748077903f9e right_then_left 401f FAST
+[43/80] OK 18:55:29 7m16s | h_748077903f9e right_then_left 401f -> 0043_h_748077903f9e_right_then_left_fast_401f.mp4
+[44/80] START 18:55:29 | h_5612b2e51a7d right_then_left 401f FAST
+[44/80] OK 19:02:45 7m16s | h_5612b2e51a7d right_then_left 401f -> 0044_h_5612b2e51a7d_right_then_left_fast_401f.mp4
+[45/80] START 19:02:46 | h_a3a683c98240 right_then_left 401f FAST
+[45/80] OK 19:10:03 7m16s | h_a3a683c98240 right_then_left 401f -> 0045_h_a3a683c98240_right_then_left_fast_401f.mp4
+[46/80] START 19:10:03 | h_ea1143f4843d right_then_left 401f FAST
+[46/80] OK 19:17:19 7m16s | h_ea1143f4843d right_then_left 401f -> 0046_h_ea1143f4843d_right_then_left_fast_401f.mp4
+[47/80] START 19:17:20 | h_a02790841d79 right_then_left 401f FAST
+[47/80] OK 19:24:36 7m16s | h_a02790841d79 right_then_left 401f -> 0047_h_a02790841d79_right_then_left_fast_401f.mp4
+[48/80] START 19:24:36 | h_58873d90a081 right_then_left 401f FAST
+[48/80] OK 19:31:55 7m18s | h_58873d90a081 right_then_left 401f -> 0048_h_58873d90a081_right_then_left_fast_401f.mp4
+[49/80] START 19:31:55 | h_dd5f3f2db5d9 right_then_left 401f FAST
+[49/80] OK 19:39:11 7m16s | h_dd5f3f2db5d9 right_then_left 401f -> 0049_h_dd5f3f2db5d9_right_then_left_fast_401f.mp4
+[50/80] START 19:39:12 | h_92cd0b9310ed right_then_left 401f FAST
+[50/80] OK 19:46:28 7m16s | h_92cd0b9310ed right_then_left 401f -> 0050_h_92cd0b9310ed_right_then_left_fast_401f.mp4
+[51/80] START 19:46:29 | h_d64007a7d347 right_then_left 401f FAST
+[51/80] OK 19:53:47 7m18s | h_d64007a7d347 right_then_left 401f -> 0051_h_d64007a7d347_right_then_left_fast_401f.mp4
+[52/80] START 19:53:48 | h_bc2c5d19a787 right_then_left 401f FAST
+[52/80] OK 20:01:07 7m19s | h_bc2c5d19a787 right_then_left 401f -> 0052_h_bc2c5d19a787_right_then_left_fast_401f.mp4
+[53/80] START 20:01:07 | h_cf989bab6bd8 right_then_left 401f FAST
+[53/80] OK 20:08:24 7m16s | h_cf989bab6bd8 right_then_left 401f -> 0053_h_cf989bab6bd8_right_then_left_fast_401f.mp4
+[54/80] START 20:08:24 | h_28f8aeb45eae right_then_left 401f FAST
+[54/80] OK 20:15:41 7m16s | h_28f8aeb45eae right_then_left 401f -> 0054_h_28f8aeb45eae_right_then_left_fast_401f.mp4
+[55/80] START 20:15:41 | h_cceb59baf0ed right_then_left 401f FAST
+[55/80] OK 20:22:58 7m16s | h_cceb59baf0ed right_then_left 401f -> 0055_h_cceb59baf0ed_right_then_left_fast_401f.mp4
+[56/80] START 20:22:58 | h_887135b3f604 right_then_left 401f FAST
+[56/80] OK 20:30:15 7m16s | h_887135b3f604 right_then_left 401f -> 0056_h_887135b3f604_right_then_left_fast_401f.mp4
+[57/80] START 20:30:15 | h_706eb14f9529 right_then_left 401f FAST
+[57/80] OK 20:37:31 7m16s | h_706eb14f9529 right_then_left 401f -> 0057_h_706eb14f9529_right_then_left_fast_401f.mp4
+[58/80] START 20:37:32 | h_2c63fd486493 right_then_left 401f FAST
+[58/80] OK 20:44:48 7m15s | h_2c63fd486493 right_then_left 401f -> 0058_h_2c63fd486493_right_then_left_fast_401f.mp4
+[59/80] START 20:44:48 | h_55bd81eb0a8c right_then_left 401f FAST
+[59/80] OK 20:52:03 7m15s | h_55bd81eb0a8c right_then_left 401f -> 0059_h_55bd81eb0a8c_right_then_left_fast_401f.mp4
+[60/80] START 20:52:04 | h_d97251b642ac right_then_left 401f FAST
+[60/80] OK 20:59:16 7m12s | h_d97251b642ac right_then_left 401f -> 0060_h_d97251b642ac_right_then_left_fast_401f.mp4
+[61/80] START 20:59:16 | h_21203e720304 right_then_left 401f FAST
+[61/80] OK 21:06:26 7m9s | h_21203e720304 right_then_left 401f -> 0061_h_21203e720304_right_then_left_fast_401f.mp4
+[62/80] START 21:06:26 | h_b2b0ef76cfdc right_then_left 401f FAST
+[62/80] OK 21:13:34 7m7s | h_b2b0ef76cfdc right_then_left 401f -> 0062_h_b2b0ef76cfdc_right_then_left_fast_401f.mp4
+[63/80] START 21:13:34 | h_e7d0455f7084 right_then_left 401f FAST
+[63/80] OK 21:20:41 7m6s | h_e7d0455f7084 right_then_left 401f -> 0063_h_e7d0455f7084_right_then_left_fast_401f.mp4
+[64/80] START 21:20:41 | h_a2aa35dcc2c8 right_then_left 401f FAST
+[64/80] OK 21:27:51 7m10s | h_a2aa35dcc2c8 right_then_left 401f -> 0064_h_a2aa35dcc2c8_right_then_left_fast_401f.mp4
+[65/80] START 21:27:52 | h_bfcdf8f86553 right_then_left 401f FAST
+[65/80] OK 21:35:04 7m12s | h_bfcdf8f86553 right_then_left 401f -> 0065_h_bfcdf8f86553_right_then_left_fast_401f.mp4
+[66/80] START 21:35:05 | h_83b3cedecab0 right_then_left 401f FAST
+[66/80] OK 21:42:19 7m14s | h_83b3cedecab0 right_then_left 401f -> 0066_h_83b3cedecab0_right_then_left_fast_401f.mp4
+[67/80] START 21:42:19 | h_598a47450ab8 right_then_left 401f FAST
+[67/80] OK 21:49:36 7m16s | h_598a47450ab8 right_then_left 401f -> 0067_h_598a47450ab8_right_then_left_fast_401f.mp4
+[68/80] START 21:49:36 | h_995567eab156 right_then_left 401f FAST
+[68/80] OK 21:56:52 7m16s | h_995567eab156 right_then_left 401f -> 0068_h_995567eab156_right_then_left_fast_401f.mp4
+[69/80] START 21:56:53 | h_89eb24aae5fb right_then_left 401f FAST
+[69/80] OK 22:04:09 7m16s | h_89eb24aae5fb right_then_left 401f -> 0069_h_89eb24aae5fb_right_then_left_fast_401f.mp4
+[70/80] START 22:04:10 | h_240414c90498 right_then_left 401f FAST
+[70/80] OK 22:11:26 7m16s | h_240414c90498 right_then_left 401f -> 0070_h_240414c90498_right_then_left_fast_401f.mp4
+[71/80] START 22:11:26 | h_784aff106793 right_then_left 401f FAST
+[71/80] OK 22:18:43 7m16s | h_784aff106793 right_then_left 401f -> 0071_h_784aff106793_right_then_left_fast_401f.mp4
+[72/80] START 22:18:43 | h_61b0ad2b7871 right_then_left 401f FAST
+[72/80] OK 22:26:03 7m19s | h_61b0ad2b7871 right_then_left 401f -> 0072_h_61b0ad2b7871_right_then_left_fast_401f.mp4
+[73/80] START 22:26:03 | h_d900fb214e8e right_then_left 401f FAST
+[73/80] OK 22:33:20 7m16s | h_d900fb214e8e right_then_left 401f -> 0073_h_d900fb214e8e_right_then_left_fast_401f.mp4
+[74/80] START 22:33:20 | h_4576a9b26e38 right_then_left 401f FAST
+[74/80] OK 22:40:36 7m16s | h_4576a9b26e38 right_then_left 401f -> 0074_h_4576a9b26e38_right_then_left_fast_401f.mp4
+[75/80] START 22:40:37 | h_7bda0fd8f6ce right_then_left 401f FAST
+[75/80] OK 22:47:53 7m16s | h_7bda0fd8f6ce right_then_left 401f -> 0075_h_7bda0fd8f6ce_right_then_left_fast_401f.mp4
+[76/80] START 22:47:53 | h_742495876ba9 right_then_left 401f FAST
+[76/80] OK 22:55:10 7m16s | h_742495876ba9 right_then_left 401f -> 0076_h_742495876ba9_right_then_left_fast_401f.mp4
+[77/80] START 22:55:10 | h_00f63be129cb right_then_left 401f FAST
+[77/80] OK 23:02:27 7m16s | h_00f63be129cb right_then_left 401f -> 0077_h_00f63be129cb_right_then_left_fast_401f.mp4
+[78/80] START 23:02:27 | h_448c238250b5 right_then_left 401f FAST
+[78/80] OK 23:09:44 7m16s | h_448c238250b5 right_then_left 401f -> 0078_h_448c238250b5_right_then_left_fast_401f.mp4
+[79/80] START 23:09:44 | h_18cefc3b61eb right_then_left 401f FAST
+[79/80] OK 23:17:02 7m16s | h_18cefc3b61eb right_then_left 401f -> 0079_h_18cefc3b61eb_right_then_left_fast_401f.mp4
+[80/80] START 23:17:03 | h_5ed1a592711f right_then_left 401f FAST
+[80/80] OK 23:24:20 7m17s | h_5ed1a592711f right_then_left 401f -> 0080_h_5ed1a592711f_right_then_left_fast_401f.mp4
diff --git a/MBench-A/Human-0514/Matrix-Game-mg3/mem_openhumanvid_00f63be129cb6559870673df562fa626/left_then_right.mp4 b/MBench-A/Human-0514/Matrix-Game-mg3/mem_openhumanvid_00f63be129cb6559870673df562fa626/left_then_right.mp4
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+      "source_video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/5ed1a592711f34644eafbea26c90c438.mp4",
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+    }
+  ]
+}
diff --git a/MBench-A/Human-0514/gt/mem_openhumanvid_00f63be129cb6559870673df562fa626/caption.txt b/MBench-A/Human-0514/gt/mem_openhumanvid_00f63be129cb6559870673df562fa626/caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1bc60382c6b9d4ceefa832dfe9bc0a67db402478
--- /dev/null
+++ b/MBench-A/Human-0514/gt/mem_openhumanvid_00f63be129cb6559870673df562fa626/caption.txt
@@ -0,0 +1 @@
+In a brightly lit office hallway, a man in a dark suit and yellow tie walks forward, carrying a coat and briefcase, while a woman in a plaid coat and cream hat follows beside him, holding a wooden box filled with personal items. They move through a bustling corridor where other employees pack boxes, some pushing carts. The setting features white tiled floors, glass partitions, and desks cluttered with supplies, suggesting an office relocation or closure. The atmosphere is busy yet orderly, with people engaged in conversation and movement.
\ No newline at end of file
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+<html><head><meta charset="utf-8"><title>Mask Review</title></head><body style="background:#222;color:#eee;font-family:sans-serif"><h1>SAM2 Mask Overlay Review (15 Object samples)</h1><p>Left: GT original | Right: SAM2 single-object mask (green=O0, red=O1)</p><hr><h2 style="color:#4f4">sample_003_a51f0378 - O0 (mask: 18.8%)</h2><div style="display:flex;gap:10px;flex-wrap:wrap"><img src="gt_sample_003_a51f0378.png" style="max-height:350px;border:2px solid #555"><img src="sample_003_a51f0378.png" style="max-height:350px;border:2px solid #4f4"></div><hr><h2 style="color:#4f4">sample_008_93bb110c - O0 (mask: 14.6%)</h2><div style="display:flex;gap:10px;flex-wrap:wrap"><img src="gt_sample_008_93bb110c.png" style="max-height:350px;border:2px solid #555"><img src="sample_008_93bb110c.png" style="max-height:350px;border:2px solid #4f4"></div><hr><h2 style="color:#4f4">sample_077_fffd4177 - O0 (mask: 4.8%)</h2><div style="display:flex;gap:10px;flex-wrap:wrap"><img src="gt_sample_077_fffd4177.png" style="max-height:350px;border:2px solid #555"><img src="sample_077_fffd4177.png" style="max-height:350px;border:2px solid #4f4"></div><hr><h2 style="color:#4f4">sample_089_08e2d55f - O0 (mask: 8.3%)</h2><div style="display:flex;gap:10px;flex-wrap:wrap"><img src="gt_sample_089_08e2d55f.png" style="max-height:350px;border:2px solid #555"><img src="sample_089_08e2d55f.png" style="max-height:350px;border:2px solid #4f4"></div><hr><h2 style="color:#4f4">sample_103_74c54180 - O0 (mask: 11.3%)</h2><div style="display:flex;gap:10px;flex-wrap:wrap"><img src="gt_sample_103_74c54180.png" style="max-height:350px;border:2px solid #555"><img src="sample_103_74c54180.png" style="max-height:350px;border:2px solid #4f4"></div><hr><h2 style="color:#4f4">sample_154_11880be2 - O0 (mask: 5.9%)</h2><div style="display:flex;gap:10px;flex-wrap:wrap"><img src="gt_sample_154_11880be2.png" style="max-height:350px;border:2px solid #555"><img src="sample_154_11880be2.png" style="max-height:350px;border:2px solid #4f4"></div><hr><h2 style="color:#f44">sample_162_0add46c6 - O1 (mask: 4.4%)</h2><div style="display:flex;gap:10px;flex-wrap:wrap"><img src="gt_sample_162_0add46c6.png" style="max-height:350px;border:2px solid #555"><img src="sample_162_0add46c6.png" style="max-height:350px;border:2px solid #f44"></div><hr><h2 style="color:#4f4">sample_182_74b804c6 - O0 (mask: 6.6%)</h2><div style="display:flex;gap:10px;flex-wrap:wrap"><img src="gt_sample_182_74b804c6.png" style="max-height:350px;border:2px solid #555"><img src="sample_182_74b804c6.png" style="max-height:350px;border:2px solid #4f4"></div><hr><h2 style="color:#4f4">sample_209_b7a80278 - O0 (mask: 24.6%)</h2><div style="display:flex;gap:10px;flex-wrap:wrap"><img src="gt_sample_209_b7a80278.png" style="max-height:350px;border:2px solid #555"><img src="sample_209_b7a80278.png" style="max-height:350px;border:2px solid #4f4"></div><hr><h2 style="color:#4f4">sample_211_665b36fb - O0 (mask: 15.9%)</h2><div style="display:flex;gap:10px;flex-wrap:wrap"><img src="gt_sample_211_665b36fb.png" style="max-height:350px;border:2px solid #555"><img src="sample_211_665b36fb.png" style="max-height:350px;border:2px solid #4f4"></div><hr><h2 style="color:#4f4">sample_225_d1bb1d52 - O0 (mask: 8.7%)</h2><div style="display:flex;gap:10px;flex-wrap:wrap"><img src="gt_sample_225_d1bb1d52.png" style="max-height:350px;border:2px solid #555"><img src="sample_225_d1bb1d52.png" style="max-height:350px;border:2px solid #4f4"></div><hr><h2 style="color:#4f4">sample_229_05ed3fe6 - O0 (mask: 22.1%)</h2><div style="display:flex;gap:10px;flex-wrap:wrap"><img src="gt_sample_229_05ed3fe6.png" style="max-height:350px;border:2px solid #555"><img src="sample_229_05ed3fe6.png" style="max-height:350px;border:2px solid #4f4"></div><hr><h2 style="color:#4f4">sample_249_2620f1d7 - O0 (mask: 10.0%)</h2><div style="display:flex;gap:10px;flex-wrap:wrap"><img src="gt_sample_249_2620f1d7.png" style="max-height:350px;border:2px solid #555"><img src="sample_249_2620f1d7.png" style="max-height:350px;border:2px solid #4f4"></div><hr><h2 style="color:#4f4">sample_265_ab6d3959 - O0 (mask: 10.0%)</h2><div style="display:flex;gap:10px;flex-wrap:wrap"><img src="gt_sample_265_ab6d3959.png" style="max-height:350px;border:2px solid #555"><img src="sample_265_ab6d3959.png" style="max-height:350px;border:2px solid #4f4"></div><hr><h2 style="color:#4f4">sample_272_f1ea4671 - O0 (mask: 11.1%)</h2><div style="display:flex;gap:10px;flex-wrap:wrap"><img src="gt_sample_272_f1ea4671.png" style="max-height:350px;border:2px solid #555"><img src="sample_272_f1ea4671.png" style="max-height:350px;border:2px solid #4f4"></div><hr></body></html>
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+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
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+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.avro filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.lz4 filter=lfs diff=lfs merge=lfs -text
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+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
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+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
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+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
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+*.zip filter=lfs diff=lfs merge=lfs -text
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+        "Human": 40
+      }
+    }
+  }
+}
\ No newline at end of file
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diff --git a/MBench-A/lingbot_world/batch_test_v6/0363_s121_right_then_left_161f.mp4 b/MBench-A/lingbot_world/batch_test_v6/0363_s121_right_then_left_161f.mp4
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diff --git a/MBench-A/lingbot_world/batch_test_v6/run_log.txt b/MBench-A/lingbot_world/batch_test_v6/run_log.txt
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+[1/981] START 13:14:08 | s001 forward_backward 161f
+[1/981] OK 13:36:23 22m14s | s001 forward_backward 161f -> 0001_s001_forward_backward_161f.mp4
+[2/981] START 13:36:23 | s001 left_then_right 161f
+[2/981] OK 13:58:21 21m58s | s001 left_then_right 161f -> 0002_s001_left_then_right_161f.mp4
+[3/981] START 13:58:21 | s001 right_then_left 161f
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+[4/981] START 14:20:07 | s002 forward_backward 161f
+[4/981] OK 14:41:44 21m37s | s002 forward_backward 161f -> 0004_s002_forward_backward_161f.mp4
+[5/981] START 14:41:44 | s002 left_then_right 161f
+[5/981] OK 15:03:23 21m38s | s002 left_then_right 161f -> 0005_s002_left_then_right_161f.mp4
+[6/981] START 15:03:23 | s002 right_then_left 161f
+[6/981] OK 15:25:02 21m38s | s002 right_then_left 161f -> 0006_s002_right_then_left_161f.mp4
+[7/981] START 15:25:02 | s003 forward_backward 161f
+[7/981] OK 15:46:42 21m39s | s003 forward_backward 161f -> 0007_s003_forward_backward_161f.mp4
+[8/981] START 15:46:42 | s003 left_then_right 161f
+[8/981] OK 16:08:22 21m39s | s003 left_then_right 161f -> 0008_s003_left_then_right_161f.mp4
+[9/981] START 16:08:22 | s003 right_then_left 161f
+[9/981] OK 16:30:02 21m39s | s003 right_then_left 161f -> 0009_s003_right_then_left_161f.mp4
+[10/981] START 16:30:02 | s004 forward_backward 161f
+[10/981] OK 16:51:42 21m40s | s004 forward_backward 161f -> 0010_s004_forward_backward_161f.mp4
+[11/981] START 16:51:42 | s004 left_then_right 161f
+[11/981] OK 17:13:24 21m41s | s004 left_then_right 161f -> 0011_s004_left_then_right_161f.mp4
+[12/981] START 17:13:24 | s004 right_then_left 161f
+[12/981] OK 17:35:06 21m41s | s004 right_then_left 161f -> 0012_s004_right_then_left_161f.mp4
+[13/981] START 17:35:06 | s005 forward_backward 161f
+[13/981] OK 17:56:48 21m41s | s005 forward_backward 161f -> 0013_s005_forward_backward_161f.mp4
+[14/981] START 17:56:48 | s005 left_then_right 161f
+[14/981] OK 18:18:30 21m41s | s005 left_then_right 161f -> 0014_s005_left_then_right_161f.mp4
+[15/981] START 18:18:30 | s005 right_then_left 161f
+[15/981] OK 18:40:12 21m42s | s005 right_then_left 161f -> 0015_s005_right_then_left_161f.mp4
+[16/981] START 18:40:12 | s006 forward_backward 161f
+[16/981] OK 19:01:54 21m41s | s006 forward_backward 161f -> 0016_s006_forward_backward_161f.mp4
+[17/981] START 19:01:54 | s006 left_then_right 161f
+[17/981] OK 19:23:33 21m39s | s006 left_then_right 161f -> 0017_s006_left_then_right_161f.mp4
+[18/981] START 19:23:34 | s006 right_then_left 161f
+[18/981] OK 19:44:55 21m21s | s006 right_then_left 161f -> 0018_s006_right_then_left_161f.mp4
+[19/981] START 19:44:55 | s007 forward_backward 161f
+[19/981] OK 20:06:05 21m9s | s007 forward_backward 161f -> 0019_s007_forward_backward_161f.mp4
+[20/981] START 20:06:05 | s007 left_then_right 161f
+[20/981] OK 20:27:17 21m11s | s007 left_then_right 161f -> 0020_s007_left_then_right_161f.mp4
+[21/981] START 20:27:17 | s007 right_then_left 161f
+[21/981] OK 20:48:48 21m30s | s007 right_then_left 161f -> 0021_s007_right_then_left_161f.mp4
+[22/981] START 20:48:48 | s008 forward_backward 161f
+[22/981] OK 21:10:44 21m55s | s008 forward_backward 161f -> 0022_s008_forward_backward_161f.mp4
+[23/981] START 21:10:44 | s008 left_then_right 161f
+[23/981] OK 21:33:08 22m24s | s008 left_then_right 161f -> 0023_s008_left_then_right_161f.mp4
+[24/981] START 21:33:08 | s008 right_then_left 161f
+[24/981] OK 21:55:40 22m31s | s008 right_then_left 161f -> 0024_s008_right_then_left_161f.mp4
+[25/981] START 21:55:40 | s009 forward_backward 161f
+[25/981] OK 22:18:29 22m49s | s009 forward_backward 161f -> 0025_s009_forward_backward_161f.mp4
+[26/981] START 22:18:30 | s009 left_then_right 161f
+[26/981] OK 22:41:00 22m30s | s009 left_then_right 161f -> 0026_s009_left_then_right_161f.mp4
+[27/981] START 22:41:01 | s009 right_then_left 161f
+[27/981] OK 23:03:20 22m19s | s009 right_then_left 161f -> 0027_s009_right_then_left_161f.mp4
+[28/981] START 23:03:20 | s010 forward_backward 161f
+[28/981] OK 23:25:27 22m7s | s010 forward_backward 161f -> 0028_s010_forward_backward_161f.mp4
+[29/981] START 23:25:28 | s010 left_then_right 161f
+[29/981] OK 23:47:50 22m22s | s010 left_then_right 161f -> 0029_s010_left_then_right_161f.mp4
+[30/981] START 23:47:50 | s010 right_then_left 161f
+[30/981] OK 00:10:31 22m40s | s010 right_then_left 161f -> 0030_s010_right_then_left_161f.mp4
+[31/981] START 00:10:31 | s011 forward_backward 161f
+[31/981] OK 00:33:25 22m54s | s011 forward_backward 161f -> 0031_s011_forward_backward_161f.mp4
+[32/981] START 00:33:25 | s011 left_then_right 161f
+[32/981] OK 00:56:22 22m56s | s011 left_then_right 161f -> 0032_s011_left_then_right_161f.mp4
+[33/981] START 00:56:22 | s011 right_then_left 161f
+[33/981] OK 01:19:17 22m55s | s011 right_then_left 161f -> 0033_s011_right_then_left_161f.mp4
+[34/981] START 01:19:18 | s012 forward_backward 161f
+[34/981] OK 01:42:00 22m42s | s012 forward_backward 161f -> 0034_s012_forward_backward_161f.mp4
+[35/981] START 01:42:00 | s012 left_then_right 161f
+[35/981] OK 02:04:39 22m38s | s012 left_then_right 161f -> 0035_s012_left_then_right_161f.mp4
+[36/981] START 02:04:39 | s012 right_then_left 161f
+[36/981] OK 02:27:07 22m27s | s012 right_then_left 161f -> 0036_s012_right_then_left_161f.mp4
+[37/981] START 02:27:07 | s013 forward_backward 161f
+[37/981] OK 02:49:28 22m21s | s013 forward_backward 161f -> 0037_s013_forward_backward_161f.mp4
+[38/981] START 02:49:28 | s013 left_then_right 161f
+[38/981] OK 03:11:47 22m18s | s013 left_then_right 161f -> 0038_s013_left_then_right_161f.mp4
+[39/981] START 03:11:47 | s013 right_then_left 161f
+[39/981] OK 03:34:05 22m18s | s013 right_then_left 161f -> 0039_s013_right_then_left_161f.mp4
+[40/981] START 03:34:06 | s014 forward_backward 161f
+[40/981] OK 03:56:25 22m19s | s014 forward_backward 161f -> 0040_s014_forward_backward_161f.mp4
+[41/981] START 03:56:25 | s014 left_then_right 161f
+[41/981] OK 04:18:39 22m14s | s014 left_then_right 161f -> 0041_s014_left_then_right_161f.mp4
+[42/981] START 04:18:39 | s014 right_then_left 161f
+[42/981] OK 04:40:42 22m2s | s014 right_then_left 161f -> 0042_s014_right_then_left_161f.mp4
+[43/981] START 04:40:42 | s015 forward_backward 161f
+[43/981] OK 05:02:57 22m14s | s015 forward_backward 161f -> 0043_s015_forward_backward_161f.mp4
+[44/981] START 05:02:57 | s015 left_then_right 161f
+[44/981] OK 05:25:16 22m19s | s015 left_then_right 161f -> 0044_s015_left_then_right_161f.mp4
+[45/981] START 05:25:16 | s015 right_then_left 161f
+[45/981] OK 05:47:31 22m15s | s015 right_then_left 161f -> 0045_s015_right_then_left_161f.mp4
+[46/981] START 05:47:32 | s016 forward_backward 161f
+[46/981] OK 06:09:44 22m12s | s016 forward_backward 161f -> 0046_s016_forward_backward_161f.mp4
+[47/981] START 06:09:44 | s016 left_then_right 161f
+[47/981] OK 06:31:57 22m12s | s016 left_then_right 161f -> 0047_s016_left_then_right_161f.mp4
+[48/981] START 06:31:57 | s016 right_then_left 161f
+[48/981] OK 06:54:16 22m18s | s016 right_then_left 161f -> 0048_s016_right_then_left_161f.mp4
+[49/981] START 06:54:16 | s017 forward_backward 161f
+[49/981] OK 07:16:31 22m14s | s017 forward_backward 161f -> 0049_s017_forward_backward_161f.mp4
+[50/981] START 07:16:31 | s017 left_then_right 161f
+[50/981] OK 07:38:47 22m15s | s017 left_then_right 161f -> 0050_s017_left_then_right_161f.mp4
+[51/981] START 07:38:47 | s017 right_then_left 161f
+[51/981] OK 08:01:07 22m20s | s017 right_then_left 161f -> 0051_s017_right_then_left_161f.mp4
+[52/981] START 08:01:07 | s018 forward_backward 161f
+[52/981] OK 08:23:16 22m8s | s018 forward_backward 161f -> 0052_s018_forward_backward_161f.mp4
+[53/981] START 08:23:16 | s018 left_then_right 161f
+[53/981] OK 08:45:16 22m0s | s018 left_then_right 161f -> 0053_s018_left_then_right_161f.mp4
+[54/981] START 08:45:16 | s018 right_then_left 161f
+[54/981] OK 09:07:25 22m8s | s018 right_then_left 161f -> 0054_s018_right_then_left_161f.mp4
+[55/981] START 09:07:25 | s019 forward_backward 161f
+[55/981] OK 09:29:44 22m18s | s019 forward_backward 161f -> 0055_s019_forward_backward_161f.mp4
+[56/981] START 09:29:44 | s019 left_then_right 161f
+[56/981] OK 09:52:10 22m26s | s019 left_then_right 161f -> 0056_s019_left_then_right_161f.mp4
+[57/981] START 09:52:10 | s019 right_then_left 161f
+[57/981] OK 10:14:44 22m33s | s019 right_then_left 161f -> 0057_s019_right_then_left_161f.mp4
+[58/981] START 10:14:45 | s020 forward_backward 161f
+[58/981] OK 10:37:24 22m38s | s020 forward_backward 161f -> 0058_s020_forward_backward_161f.mp4
+[59/981] START 10:37:24 | s020 left_then_right 161f
+[59/981] OK 11:00:12 22m48s | s020 left_then_right 161f -> 0059_s020_left_then_right_161f.mp4
+[60/981] START 11:00:12 | s020 right_then_left 161f
+[60/981] OK 11:23:14 23m1s | s020 right_then_left 161f -> 0060_s020_right_then_left_161f.mp4
+[61/981] START 11:23:14 | s021 forward_backward 161f
+[61/981] OK 11:45:57 22m42s | s021 forward_backward 161f -> 0061_s021_forward_backward_161f.mp4
+[62/981] START 11:45:57 | s021 left_then_right 161f
+[62/981] OK 12:08:34 22m36s | s021 left_then_right 161f -> 0062_s021_left_then_right_161f.mp4
+[63/981] START 12:08:34 | s021 right_then_left 161f
+[63/981] OK 12:31:07 22m33s | s021 right_then_left 161f -> 0063_s021_right_then_left_161f.mp4
+[64/981] START 12:31:07 | s022 forward_backward 161f
+[64/981] OK 12:53:29 22m21s | s022 forward_backward 161f -> 0064_s022_forward_backward_161f.mp4
+[65/981] START 12:53:29 | s022 left_then_right 161f
+[65/981] OK 13:15:41 22m12s | s022 left_then_right 161f -> 0065_s022_left_then_right_161f.mp4
+[66/981] START 13:15:41 | s022 right_then_left 161f
+[66/981] OK 13:37:41 21m59s | s022 right_then_left 161f -> 0066_s022_right_then_left_161f.mp4
+[67/981] START 13:37:41 | s023 forward_backward 161f
+[67/981] OK 13:59:27 21m45s | s023 forward_backward 161f -> 0067_s023_forward_backward_161f.mp4
+[68/981] START 13:59:27 | s023 left_then_right 161f
+[68/981] OK 14:21:07 21m40s | s023 left_then_right 161f -> 0068_s023_left_then_right_161f.mp4
+[69/981] START 14:21:07 | s023 right_then_left 161f
+[69/981] OK 14:42:49 21m42s | s023 right_then_left 161f -> 0069_s023_right_then_left_161f.mp4
+[70/981] START 14:42:50 | s024 forward_backward 161f
+[70/981] OK 15:04:46 21m56s | s024 forward_backward 161f -> 0070_s024_forward_backward_161f.mp4
+[71/981] START 15:04:46 | s024 left_then_right 161f
+[71/981] OK 15:26:33 21m46s | s024 left_then_right 161f -> 0071_s024_left_then_right_161f.mp4
+[72/981] START 15:26:33 | s024 right_then_left 161f
+[72/981] OK 15:48:13 21m40s | s024 right_then_left 161f -> 0072_s024_right_then_left_161f.mp4
+[73/981] START 15:48:13 | s025 forward_backward 161f
+[73/981] OK 16:09:53 21m40s | s025 forward_backward 161f -> 0073_s025_forward_backward_161f.mp4
+[74/981] START 16:09:53 | s025 left_then_right 161f
+[74/981] OK 16:31:34 21m40s | s025 left_then_right 161f -> 0074_s025_left_then_right_161f.mp4
+[75/981] START 16:31:34 | s025 right_then_left 161f
+[75/981] OK 16:53:14 21m40s | s025 right_then_left 161f -> 0075_s025_right_then_left_161f.mp4
+[76/981] START 16:53:15 | s026 forward_backward 161f
+[76/981] OK 17:14:54 21m39s | s026 forward_backward 161f -> 0076_s026_forward_backward_161f.mp4
+[77/981] START 17:14:54 | s026 left_then_right 161f
+[77/981] OK 17:36:35 21m40s | s026 left_then_right 161f -> 0077_s026_left_then_right_161f.mp4
+[78/981] START 17:36:35 | s026 right_then_left 161f
+[78/981] OK 17:58:14 21m38s | s026 right_then_left 161f -> 0078_s026_right_then_left_161f.mp4
+[79/981] START 17:58:14 | s027 forward_backward 161f
+[79/981] OK 18:19:54 21m39s | s027 forward_backward 161f -> 0079_s027_forward_backward_161f.mp4
+[80/981] START 18:19:54 | s027 left_then_right 161f
+[80/981] OK 18:41:32 21m38s | s027 left_then_right 161f -> 0080_s027_left_then_right_161f.mp4
+[81/981] START 18:41:32 | s027 right_then_left 161f
+[81/981] OK 19:03:05 21m32s | s027 right_then_left 161f -> 0081_s027_right_then_left_161f.mp4
+[82/981] START 19:03:06 | s028 forward_backward 161f
+[82/981] OK 19:24:40 21m34s | s028 forward_backward 161f -> 0082_s028_forward_backward_161f.mp4
+[83/981] START 19:24:40 | s028 left_then_right 161f
+[83/981] OK 19:46:19 21m39s | s028 left_then_right 161f -> 0083_s028_left_then_right_161f.mp4
+[84/981] START 19:46:19 | s028 right_then_left 161f
+[84/981] OK 20:07:59 21m40s | s028 right_then_left 161f -> 0084_s028_right_then_left_161f.mp4
+[85/981] START 20:07:59 | s029 forward_backward 161f
+[85/981] OK 20:29:30 21m31s | s029 forward_backward 161f -> 0085_s029_forward_backward_161f.mp4
+[86/981] START 20:29:31 | s029 left_then_right 161f
+[86/981] OK 20:50:51 21m20s | s029 left_then_right 161f -> 0086_s029_left_then_right_161f.mp4
+[87/981] START 20:50:51 | s029 right_then_left 161f
+[87/981] OK 21:12:10 21m19s | s029 right_then_left 161f -> 0087_s029_right_then_left_161f.mp4
+[88/981] START 21:12:10 | s030 forward_backward 161f
+[88/981] OK 21:33:48 21m37s | s030 forward_backward 161f -> 0088_s030_forward_backward_161f.mp4
+[89/981] START 21:33:48 | s030 left_then_right 161f
+[89/981] OK 21:55:39 21m51s | s030 left_then_right 161f -> 0089_s030_left_then_right_161f.mp4
+[90/981] START 21:55:39 | s030 right_then_left 161f
+[90/981] OK 22:17:54 22m15s | s030 right_then_left 161f -> 0090_s030_right_then_left_161f.mp4
+[91/981] START 22:17:55 | s031 forward_backward 161f
+[91/981] OK 22:40:09 22m14s | s031 forward_backward 161f -> 0091_s031_forward_backward_161f.mp4
+[92/981] START 22:40:09 | s031 left_then_right 161f
+[92/981] OK 23:02:08 21m58s | s031 left_then_right 161f -> 0092_s031_left_then_right_161f.mp4
+[93/981] START 23:02:08 | s031 right_then_left 161f
+[93/981] OK 23:23:56 21m47s | s031 right_then_left 161f -> 0093_s031_right_then_left_161f.mp4
+[94/981] START 23:23:56 | s032 forward_backward 161f
+[94/981] OK 23:46:01 22m4s | s032 forward_backward 161f -> 0094_s032_forward_backward_161f.mp4
+[95/981] START 23:46:01 | s032 left_then_right 161f
+[95/981] OK 00:08:20 22m18s | s032 left_then_right 161f -> 0095_s032_left_then_right_161f.mp4
+[96/981] START 00:08:20 | s032 right_then_left 161f
+[96/981] OK 00:30:45 22m24s | s032 right_then_left 161f -> 0096_s032_right_then_left_161f.mp4
+[97/981] START 00:30:45 | s033 forward_backward 161f
+[97/981] OK 00:53:05 22m20s | s033 forward_backward 161f -> 0097_s033_forward_backward_161f.mp4
+[98/981] START 00:53:06 | s033 left_then_right 161f
+[98/981] OK 01:15:16 22m10s | s033 left_then_right 161f -> 0098_s033_left_then_right_161f.mp4
+[99/981] START 01:15:16 | s033 right_then_left 161f
+[99/981] OK 01:37:18 22m1s | s033 right_then_left 161f -> 0099_s033_right_then_left_161f.mp4
+[100/981] START 01:37:18 | s034 forward_backward 161f
+[100/981] OK 01:59:29 22m11s | s034 forward_backward 161f -> 0100_s034_forward_backward_161f.mp4
+[101/981] START 01:59:29 | s034 left_then_right 161f
+[101/981] OK 02:21:39 22m10s | s034 left_then_right 161f -> 0101_s034_left_then_right_161f.mp4
+[102/981] START 02:21:40 | s034 right_then_left 161f
+[102/981] OK 02:43:49 22m9s | s034 right_then_left 161f -> 0102_s034_right_then_left_161f.mp4
+[103/981] START 02:43:49 | s035 forward_backward 161f
+[103/981] OK 03:05:32 21m43s | s035 forward_backward 161f -> 0103_s035_forward_backward_161f.mp4
+[104/981] START 03:05:33 | s035 left_then_right 161f
+[104/981] OK 03:27:29 21m56s | s035 left_then_right 161f -> 0104_s035_left_then_right_161f.mp4
+[105/981] START 03:27:29 | s035 right_then_left 161f
+[105/981] OK 03:49:51 22m21s | s035 right_then_left 161f -> 0105_s035_right_then_left_161f.mp4
+[106/981] START 03:49:51 | s036 forward_backward 161f
+[106/981] OK 04:12:29 22m38s | s036 forward_backward 161f -> 0106_s036_forward_backward_161f.mp4
+[107/981] START 04:12:29 | s036 left_then_right 161f
+[107/981] OK 04:35:09 22m39s | s036 left_then_right 161f -> 0107_s036_left_then_right_161f.mp4
+[108/981] START 04:35:09 | s036 right_then_left 161f
+[108/981] OK 04:57:41 22m32s | s036 right_then_left 161f -> 0108_s036_right_then_left_161f.mp4
+[109/981] START 04:57:42 | s037 forward_backward 161f
+[109/981] OK 05:20:14 22m32s | s037 forward_backward 161f -> 0109_s037_forward_backward_161f.mp4
+[110/981] START 05:20:14 | s037 left_then_right 161f
+[110/981] OK 05:42:46 22m31s | s037 left_then_right 161f -> 0110_s037_left_then_right_161f.mp4
+[111/981] START 05:42:46 | s037 right_then_left 161f
+[111/981] OK 06:05:08 22m22s | s037 right_then_left 161f -> 0111_s037_right_then_left_161f.mp4
+[112/981] START 06:05:08 | s038 forward_backward 161f
+[112/981] OK 06:27:30 22m21s | s038 forward_backward 161f -> 0112_s038_forward_backward_161f.mp4
+[113/981] START 06:27:30 | s038 left_then_right 161f
+[113/981] OK 06:49:58 22m28s | s038 left_then_right 161f -> 0113_s038_left_then_right_161f.mp4
+[114/981] START 06:49:58 | s038 right_then_left 161f
+[114/981] OK 07:12:35 22m37s | s038 right_then_left 161f -> 0114_s038_right_then_left_161f.mp4
+[115/981] START 07:12:36 | s039 forward_backward 161f
+[115/981] OK 07:35:01 22m25s | s039 forward_backward 161f -> 0115_s039_forward_backward_161f.mp4
+[116/981] START 07:35:01 | s039 left_then_right 161f
+[116/981] OK 07:57:00 21m59s | s039 left_then_right 161f -> 0116_s039_left_then_right_161f.mp4
+[117/981] START 07:57:00 | s039 right_then_left 161f
+[117/981] OK 08:18:37 21m36s | s039 right_then_left 161f -> 0117_s039_right_then_left_161f.mp4
+[118/981] START 08:18:37 | s040 forward_backward 161f
+[118/981] OK 08:40:04 21m26s | s040 forward_backward 161f -> 0118_s040_forward_backward_161f.mp4
+[119/981] START 08:40:04 | s040 left_then_right 161f
+[119/981] OK 09:01:43 21m39s | s040 left_then_right 161f -> 0119_s040_left_then_right_161f.mp4
+[120/981] START 09:01:43 | s040 right_then_left 161f
+[120/981] OK 09:23:25 21m41s | s040 right_then_left 161f -> 0120_s040_right_then_left_161f.mp4
+[121/981] START 09:23:25 | s041 forward_backward 161f
+[121/981] OK 09:45:17 21m52s | s041 forward_backward 161f -> 0121_s041_forward_backward_161f.mp4
+[122/981] START 09:45:17 | s041 left_then_right 161f
+[122/981] OK 10:07:12 21m54s | s041 left_then_right 161f -> 0122_s041_left_then_right_161f.mp4
+[123/981] START 10:07:12 | s041 right_then_left 161f
+[123/981] OK 10:29:20 22m7s | s041 right_then_left 161f -> 0123_s041_right_then_left_161f.mp4
+[124/981] START 10:29:20 | s042 forward_backward 161f
+[124/981] OK 10:51:32 22m12s | s042 forward_backward 161f -> 0124_s042_forward_backward_161f.mp4
+[125/981] START 10:51:32 | s042 left_then_right 161f
+[125/981] OK 11:13:39 22m6s | s042 left_then_right 161f -> 0125_s042_left_then_right_161f.mp4
+[126/981] START 11:13:39 | s042 right_then_left 161f
+[126/981] OK 11:35:47 22m8s | s042 right_then_left 161f -> 0126_s042_right_then_left_161f.mp4
+[127/981] START 11:35:48 | s043 forward_backward 161f
+[127/981] OK 11:58:10 22m21s | s043 forward_backward 161f -> 0127_s043_forward_backward_161f.mp4
+[128/981] START 11:58:10 | s043 left_then_right 161f
+[128/981] OK 12:20:36 22m26s | s043 left_then_right 161f -> 0128_s043_left_then_right_161f.mp4
+[129/981] START 12:20:36 | s043 right_then_left 161f
+[129/981] OK 12:43:08 22m31s | s043 right_then_left 161f -> 0129_s043_right_then_left_161f.mp4
+[130/981] START 12:43:08 | s044 forward_backward 161f
+[130/981] OK 13:05:35 22m26s | s044 forward_backward 161f -> 0130_s044_forward_backward_161f.mp4
+[131/981] START 13:05:35 | s044 left_then_right 161f
+[131/981] OK 13:27:35 22m0s | s044 left_then_right 161f -> 0131_s044_left_then_right_161f.mp4
+[132/981] START 13:27:35 | s044 right_then_left 161f
+[132/981] OK 13:49:15 21m40s | s044 right_then_left 161f -> 0132_s044_right_then_left_161f.mp4
+[133/981] START 13:49:16 | s045 forward_backward 161f
+[133/981] OK 14:10:56 21m40s | s045 forward_backward 161f -> 0133_s045_forward_backward_161f.mp4
+[134/981] START 14:10:56 | s045 left_then_right 161f
+[134/981] OK 14:32:36 21m40s | s045 left_then_right 161f -> 0134_s045_left_then_right_161f.mp4
+[135/981] START 14:32:36 | s045 right_then_left 161f
+[135/981] OK 14:54:16 21m40s | s045 right_then_left 161f -> 0135_s045_right_then_left_161f.mp4
+[136/981] START 14:54:17 | s046 forward_backward 161f
+[136/981] OK 15:15:57 21m40s | s046 forward_backward 161f -> 0136_s046_forward_backward_161f.mp4
+[137/981] START 15:15:57 | s046 left_then_right 161f
+[137/981] OK 15:37:38 21m40s | s046 left_then_right 161f -> 0137_s046_left_then_right_161f.mp4
+[138/981] START 15:37:38 | s046 right_then_left 161f
+[138/981] OK 15:59:38 22m0s | s046 right_then_left 161f -> 0138_s046_right_then_left_161f.mp4
+[139/981] START 15:59:39 | s047 forward_backward 161f
+[139/981] OK 16:21:58 22m18s | s047 forward_backward 161f -> 0139_s047_forward_backward_161f.mp4
+[140/981] START 16:21:58 | s047 left_then_right 161f
+[140/981] OK 16:44:10 22m12s | s047 left_then_right 161f -> 0140_s047_left_then_right_161f.mp4
+[141/981] START 16:44:10 | s047 right_then_left 161f
+[141/981] OK 17:06:30 22m19s | s047 right_then_left 161f -> 0141_s047_right_then_left_161f.mp4
+[142/981] START 17:06:30 | s048 forward_backward 161f
+[142/981] OK 17:28:53 22m23s | s048 forward_backward 161f -> 0142_s048_forward_backward_161f.mp4
+[143/981] START 17:28:53 | s048 left_then_right 161f
+[143/981] OK 17:51:22 22m28s | s048 left_then_right 161f -> 0143_s048_left_then_right_161f.mp4
+[144/981] START 17:51:22 | s048 right_then_left 161f
+[144/981] OK 18:14:01 22m39s | s048 right_then_left 161f -> 0144_s048_right_then_left_161f.mp4
+[145/981] START 18:14:02 | s049 forward_backward 161f
+[145/981] OK 18:36:49 22m47s | s049 forward_backward 161f -> 0145_s049_forward_backward_161f.mp4
+[146/981] START 18:36:49 | s049 left_then_right 161f
+[146/981] OK 18:59:49 22m59s | s049 left_then_right 161f -> 0146_s049_left_then_right_161f.mp4
+[147/981] START 18:59:49 | s049 right_then_left 161f
+[147/981] OK 19:22:49 22m59s | s049 right_then_left 161f -> 0147_s049_right_then_left_161f.mp4
+[148/981] START 19:22:49 | s050 forward_backward 161f
+[148/981] OK 19:45:47 22m57s | s050 forward_backward 161f -> 0148_s050_forward_backward_161f.mp4
+[149/981] START 19:45:47 | s050 left_then_right 161f
+[149/981] OK 20:08:48 23m1s | s050 left_then_right 161f -> 0149_s050_left_then_right_161f.mp4
+[150/981] START 20:08:48 | s050 right_then_left 161f
+[150/981] OK 20:31:47 22m58s | s050 right_then_left 161f -> 0150_s050_right_then_left_161f.mp4
+[151/981] START 20:31:47 | s051 forward_backward 161f
+[151/981] OK 20:54:40 22m53s | s051 forward_backward 161f -> 0151_s051_forward_backward_161f.mp4
+[152/981] START 20:54:40 | s051 left_then_right 161f
+[152/981] OK 21:17:35 22m54s | s051 left_then_right 161f -> 0152_s051_left_then_right_161f.mp4
+[153/981] START 21:17:35 | s051 right_then_left 161f
+[153/981] OK 21:40:30 22m55s | s051 right_then_left 161f -> 0153_s051_right_then_left_161f.mp4
+[154/981] START 21:40:30 | s052 forward_backward 161f
+[154/981] OK 22:03:20 22m49s | s052 forward_backward 161f -> 0154_s052_forward_backward_161f.mp4
+[155/981] START 22:03:20 | s052 left_then_right 161f
+[155/981] OK 22:25:45 22m25s | s052 left_then_right 161f -> 0155_s052_left_then_right_161f.mp4
+[156/981] START 22:25:45 | s052 right_then_left 161f
+[156/981] OK 22:48:06 22m20s | s052 right_then_left 161f -> 0156_s052_right_then_left_161f.mp4
+[157/981] START 22:48:06 | s053 forward_backward 161f
+[157/981] OK 23:10:23 22m16s | s053 forward_backward 161f -> 0157_s053_forward_backward_161f.mp4
+[158/981] START 23:10:23 | s053 left_then_right 161f
+[158/981] OK 23:32:44 22m20s | s053 left_then_right 161f -> 0158_s053_left_then_right_161f.mp4
+[159/981] START 23:32:44 | s053 right_then_left 161f
+[159/981] OK 23:55:04 22m20s | s053 right_then_left 161f -> 0159_s053_right_then_left_161f.mp4
+[160/981] START 23:55:05 | s054 forward_backward 161f
+[160/981] OK 00:17:24 22m19s | s054 forward_backward 161f -> 0160_s054_forward_backward_161f.mp4
+[161/981] START 00:17:24 | s054 left_then_right 161f
+[161/981] OK 00:39:51 22m26s | s054 left_then_right 161f -> 0161_s054_left_then_right_161f.mp4
+[162/981] START 00:39:51 | s054 right_then_left 161f
+[162/981] OK 01:02:31 22m39s | s054 right_then_left 161f -> 0162_s054_right_then_left_161f.mp4
+[163/981] START 01:02:31 | s055 forward_backward 161f
+[163/981] OK 01:25:06 22m35s | s055 forward_backward 161f -> 0163_s055_forward_backward_161f.mp4
+[164/981] START 01:25:06 | s055 left_then_right 161f
+[164/981] OK 01:47:31 22m24s | s055 left_then_right 161f -> 0164_s055_left_then_right_161f.mp4
+[165/981] START 01:47:31 | s055 right_then_left 161f
+[165/981] OK 02:09:56 22m25s | s055 right_then_left 161f -> 0165_s055_right_then_left_161f.mp4
+[166/981] START 02:09:57 | s056 forward_backward 161f
+[166/981] OK 02:32:34 22m37s | s056 forward_backward 161f -> 0166_s056_forward_backward_161f.mp4
+[167/981] START 02:32:34 | s056 left_then_right 161f
+[167/981] OK 02:55:19 22m44s | s056 left_then_right 161f -> 0167_s056_left_then_right_161f.mp4
+[168/981] START 02:55:19 | s056 right_then_left 161f
+[168/981] OK 03:18:20 23m0s | s056 right_then_left 161f -> 0168_s056_right_then_left_161f.mp4
+[169/981] START 03:18:20 | s057 forward_backward 161f
+[169/981] OK 03:41:37 23m16s | s057 forward_backward 161f -> 0169_s057_forward_backward_161f.mp4
+[170/981] START 03:41:37 | s057 left_then_right 161f
+[170/981] OK 04:04:55 23m17s | s057 left_then_right 161f -> 0170_s057_left_then_right_161f.mp4
+[171/981] START 04:04:55 | s057 right_then_left 161f
+[171/981] OK 04:27:55 22m59s | s057 right_then_left 161f -> 0171_s057_right_then_left_161f.mp4
+[172/981] START 04:27:55 | s058 forward_backward 161f
+[172/981] OK 04:50:48 22m52s | s058 forward_backward 161f -> 0172_s058_forward_backward_161f.mp4
+[173/981] START 04:50:48 | s058 left_then_right 161f
+[173/981] OK 05:13:28 22m40s | s058 left_then_right 161f -> 0173_s058_left_then_right_161f.mp4
+[174/981] START 05:13:28 | s058 right_then_left 161f
+[174/981] OK 05:36:09 22m40s | s058 right_then_left 161f -> 0174_s058_right_then_left_161f.mp4
+[175/981] START 05:36:09 | s059 forward_backward 161f
+[175/981] OK 05:58:51 22m42s | s059 forward_backward 161f -> 0175_s059_forward_backward_161f.mp4
+[176/981] START 05:58:51 | s059 left_then_right 161f
+[176/981] OK 06:21:28 22m36s | s059 left_then_right 161f -> 0176_s059_left_then_right_161f.mp4
+[177/981] START 06:21:28 | s059 right_then_left 161f
+[177/981] OK 06:44:01 22m33s | s059 right_then_left 161f -> 0177_s059_right_then_left_161f.mp4
+[178/981] START 06:44:02 | s060 forward_backward 161f
+[178/981] OK 07:06:35 22m33s | s060 forward_backward 161f -> 0178_s060_forward_backward_161f.mp4
+[179/981] START 07:06:35 | s060 left_then_right 161f
+[179/981] OK 07:29:09 22m34s | s060 left_then_right 161f -> 0179_s060_left_then_right_161f.mp4
+[180/981] START 07:29:09 | s060 right_then_left 161f
+[180/981] OK 07:51:42 22m33s | s060 right_then_left 161f -> 0180_s060_right_then_left_161f.mp4
+[181/981] START 07:51:43 | s061 forward_backward 161f
+[181/981] OK 08:14:16 22m33s | s061 forward_backward 161f -> 0181_s061_forward_backward_161f.mp4
+[182/981] START 08:14:16 | s061 left_then_right 161f
+[182/981] OK 08:36:49 22m32s | s061 left_then_right 161f -> 0182_s061_left_then_right_161f.mp4
+[183/981] START 08:36:49 | s061 right_then_left 161f
+[183/981] OK 08:59:17 22m27s | s061 right_then_left 161f -> 0183_s061_right_then_left_161f.mp4
+[184/981] START 08:59:17 | s062 forward_backward 161f
+[184/981] OK 09:21:38 22m20s | s062 forward_backward 161f -> 0184_s062_forward_backward_161f.mp4
+[185/981] START 09:21:38 | s062 left_then_right 161f
+[185/981] OK 09:43:52 22m13s | s062 left_then_right 161f -> 0185_s062_left_then_right_161f.mp4
+[186/981] START 09:43:52 | s062 right_then_left 161f
+[186/981] OK 10:06:02 22m9s | s062 right_then_left 161f -> 0186_s062_right_then_left_161f.mp4
+[187/981] START 10:06:02 | s063 forward_backward 161f
+[187/981] OK 10:28:02 21m59s | s063 forward_backward 161f -> 0187_s063_forward_backward_161f.mp4
+[188/981] START 10:28:02 | s063 left_then_right 161f
+[188/981] OK 10:50:01 21m59s | s063 left_then_right 161f -> 0188_s063_left_then_right_161f.mp4
+[189/981] START 10:50:01 | s063 right_then_left 161f
+[189/981] OK 11:12:22 22m20s | s063 right_then_left 161f -> 0189_s063_right_then_left_161f.mp4
+[190/981] START 11:12:22 | s064 forward_backward 161f
+[190/981] OK 11:35:05 22m42s | s064 forward_backward 161f -> 0190_s064_forward_backward_161f.mp4
+[191/981] START 11:35:05 | s064 left_then_right 161f
+[191/981] OK 11:58:02 22m57s | s064 left_then_right 161f -> 0191_s064_left_then_right_161f.mp4
+[192/981] START 11:58:02 | s064 right_then_left 161f
+[192/981] OK 12:20:55 22m52s | s064 right_then_left 161f -> 0192_s064_right_then_left_161f.mp4
+[193/981] START 12:20:55 | s065 forward_backward 161f
+[193/981] OK 12:43:30 22m35s | s065 forward_backward 161f -> 0193_s065_forward_backward_161f.mp4
+[194/981] START 12:43:30 | s065 left_then_right 161f
+[194/981] OK 13:06:00 22m30s | s065 left_then_right 161f -> 0194_s065_left_then_right_161f.mp4
+[195/981] START 13:06:00 | s065 right_then_left 161f
+[195/981] OK 13:28:26 22m25s | s065 right_then_left 161f -> 0195_s065_right_then_left_161f.mp4
+[196/981] START 13:28:26 | s066 forward_backward 161f
+[196/981] OK 13:50:55 22m28s | s066 forward_backward 161f -> 0196_s066_forward_backward_161f.mp4
+[197/981] START 13:50:55 | s066 left_then_right 161f
+[197/981] OK 14:13:19 22m23s | s066 left_then_right 161f -> 0197_s066_left_then_right_161f.mp4
+[198/981] START 14:13:19 | s066 right_then_left 161f
+[198/981] OK 14:35:41 22m22s | s066 right_then_left 161f -> 0198_s066_right_then_left_161f.mp4
+[199/981] START 14:35:42 | s067 forward_backward 161f
+[199/981] OK 14:58:04 22m22s | s067 forward_backward 161f -> 0199_s067_forward_backward_161f.mp4
+[200/981] START 14:58:04 | s067 left_then_right 161f
+[200/981] OK 15:20:29 22m24s | s067 left_then_right 161f -> 0200_s067_left_then_right_161f.mp4
+[201/981] START 15:20:29 | s067 right_then_left 161f
+[201/981] OK 15:42:52 22m22s | s067 right_then_left 161f -> 0201_s067_right_then_left_161f.mp4
+[202/981] START 15:42:52 | s068 forward_backward 161f
+[202/981] OK 16:05:12 22m19s | s068 forward_backward 161f -> 0202_s068_forward_backward_161f.mp4
+[203/981] START 16:05:12 | s068 left_then_right 161f
+[203/981] OK 16:27:30 22m18s | s068 left_then_right 161f -> 0203_s068_left_then_right_161f.mp4
+[204/981] START 16:27:30 | s068 right_then_left 161f
+[204/981] OK 16:49:48 22m18s | s068 right_then_left 161f -> 0204_s068_right_then_left_161f.mp4
+[205/981] START 16:49:49 | s069 forward_backward 161f
+[205/981] OK 17:12:20 22m31s | s069 forward_backward 161f -> 0205_s069_forward_backward_161f.mp4
+[206/981] START 17:12:20 | s069 left_then_right 161f
+[206/981] OK 17:34:49 22m29s | s069 left_then_right 161f -> 0206_s069_left_then_right_161f.mp4
+[207/981] START 17:34:49 | s069 right_then_left 161f
+[207/981] OK 17:57:11 22m21s | s069 right_then_left 161f -> 0207_s069_right_then_left_161f.mp4
+[208/981] START 17:57:11 | s070 forward_backward 161f
+[208/981] OK 18:19:33 22m22s | s070 forward_backward 161f -> 0208_s070_forward_backward_161f.mp4
+[209/981] START 18:19:34 | s070 left_then_right 161f
+[209/981] OK 18:42:09 22m35s | s070 left_then_right 161f -> 0209_s070_left_then_right_161f.mp4
+[210/981] START 18:42:09 | s070 right_then_left 161f
+[210/981] OK 19:04:49 22m40s | s070 right_then_left 161f -> 0210_s070_right_then_left_161f.mp4
+[211/981] START 19:04:49 | s071 forward_backward 161f
+[211/981] OK 19:27:39 22m49s | s071 forward_backward 161f -> 0211_s071_forward_backward_161f.mp4
+[212/981] START 19:27:39 | s071 left_then_right 161f
+[212/981] OK 19:50:33 22m53s | s071 left_then_right 161f -> 0212_s071_left_then_right_161f.mp4
+[213/981] START 19:50:33 | s071 right_then_left 161f
+[213/981] OK 20:13:14 22m41s | s071 right_then_left 161f -> 0213_s071_right_then_left_161f.mp4
+[214/981] START 20:13:14 | s072 forward_backward 161f
+[214/981] OK 20:36:04 22m50s | s072 forward_backward 161f -> 0214_s072_forward_backward_161f.mp4
+[215/981] START 20:36:04 | s072 left_then_right 161f
+[215/981] OK 20:58:59 22m54s | s072 left_then_right 161f -> 0215_s072_left_then_right_161f.mp4
+[216/981] START 20:58:59 | s072 right_then_left 161f
+[216/981] OK 21:21:39 22m40s | s072 right_then_left 161f -> 0216_s072_right_then_left_161f.mp4
+[217/981] START 21:21:40 | s073 forward_backward 161f
+[217/981] OK 21:44:11 22m31s | s073 forward_backward 161f -> 0217_s073_forward_backward_161f.mp4
+[218/981] START 21:44:11 | s073 left_then_right 161f
+[218/981] OK 22:06:27 22m16s | s073 left_then_right 161f -> 0218_s073_left_then_right_161f.mp4
+[219/981] START 22:06:27 | s073 right_then_left 161f
+[219/981] OK 22:28:36 22m8s | s073 right_then_left 161f -> 0219_s073_right_then_left_161f.mp4
+[220/981] START 22:28:36 | s074 forward_backward 161f
+[220/981] OK 22:50:49 22m12s | s074 forward_backward 161f -> 0220_s074_forward_backward_161f.mp4
+[221/981] START 22:50:49 | s074 left_then_right 161f
+[221/981] OK 23:13:00 22m11s | s074 left_then_right 161f -> 0221_s074_left_then_right_161f.mp4
+[222/981] START 23:13:00 | s074 right_then_left 161f
+[222/981] OK 23:35:15 22m14s | s074 right_then_left 161f -> 0222_s074_right_then_left_161f.mp4
+[223/981] START 23:35:15 | s075 forward_backward 161f
+[223/981] OK 23:57:44 22m29s | s075 forward_backward 161f -> 0223_s075_forward_backward_161f.mp4
+[224/981] START 23:57:44 | s075 left_then_right 161f
+[224/981] OK 00:20:20 22m35s | s075 left_then_right 161f -> 0224_s075_left_then_right_161f.mp4
+[225/981] START 00:20:20 | s075 right_then_left 161f
+[225/981] OK 00:43:01 22m41s | s075 right_then_left 161f -> 0225_s075_right_then_left_161f.mp4
+[226/981] START 00:43:03 | s076 forward_backward 161f
+[226/981] OK 01:05:29 22m26s | s076 forward_backward 161f -> 0226_s076_forward_backward_161f.mp4
+[227/981] START 01:05:29 | s076 left_then_right 161f
+[227/981] OK 01:27:48 22m18s | s076 left_then_right 161f -> 0227_s076_left_then_right_161f.mp4
+[228/981] START 01:27:49 | s076 right_then_left 161f
+[228/981] OK 01:49:41 21m52s | s076 right_then_left 161f -> 0228_s076_right_then_left_161f.mp4
+[229/981] START 01:49:41 | s077 forward_backward 161f
+[229/981] OK 02:11:33 21m51s | s077 forward_backward 161f -> 0229_s077_forward_backward_161f.mp4
+[230/981] START 02:11:34 | s077 left_then_right 161f
+[230/981] OK 02:33:40 22m6s | s077 left_then_right 161f -> 0230_s077_left_then_right_161f.mp4
+[231/981] START 02:33:40 | s077 right_then_left 161f
+[231/981] OK 02:56:00 22m20s | s077 right_then_left 161f -> 0231_s077_right_then_left_161f.mp4
+[232/981] START 02:56:00 | s078 forward_backward 161f
+[232/981] OK 03:18:24 22m23s | s078 forward_backward 161f -> 0232_s078_forward_backward_161f.mp4
+[233/981] START 03:18:24 | s078 left_then_right 161f
+[233/981] OK 03:41:04 22m39s | s078 left_then_right 161f -> 0233_s078_left_then_right_161f.mp4
+[234/981] START 03:41:04 | s078 right_then_left 161f
+[234/981] OK 04:04:00 22m56s | s078 right_then_left 161f -> 0234_s078_right_then_left_161f.mp4
+[235/981] START 04:04:01 | s079 forward_backward 161f
+[235/981] OK 04:27:04 23m3s | s079 forward_backward 161f -> 0235_s079_forward_backward_161f.mp4
+[236/981] START 04:27:04 | s079 left_then_right 161f
+[236/981] OK 04:49:45 22m40s | s079 left_then_right 161f -> 0236_s079_left_then_right_161f.mp4
+[237/981] START 04:49:45 | s079 right_then_left 161f
+[237/981] OK 05:12:04 22m19s | s079 right_then_left 161f -> 0237_s079_right_then_left_161f.mp4
+[238/981] START 05:12:04 | s080 forward_backward 161f
+[238/981] OK 05:33:45 21m41s | s080 forward_backward 161f -> 0238_s080_forward_backward_161f.mp4
+[239/981] START 05:33:45 | s080 left_then_right 161f
+[239/981] OK 05:55:12 21m26s | s080 left_then_right 161f -> 0239_s080_left_then_right_161f.mp4
+[240/981] START 05:55:12 | s080 right_then_left 161f
+[240/981] OK 06:17:05 21m52s | s080 right_then_left 161f -> 0240_s080_right_then_left_161f.mp4
+[241/981] START 06:17:05 | s081 forward_backward 161f
+[241/981] OK 06:39:34 22m29s | s081 forward_backward 161f -> 0241_s081_forward_backward_161f.mp4
+[242/981] START 06:39:35 | s081 left_then_right 161f
+[242/981] OK 07:02:09 22m34s | s081 left_then_right 161f -> 0242_s081_left_then_right_161f.mp4
+[243/981] START 07:02:09 | s081 right_then_left 161f
+[243/981] OK 07:24:51 22m41s | s081 right_then_left 161f -> 0243_s081_right_then_left_161f.mp4
+[244/981] START 07:24:51 | s082 forward_backward 161f
+[244/981] OK 07:47:38 22m47s | s082 forward_backward 161f -> 0244_s082_forward_backward_161f.mp4
+[245/981] START 07:47:39 | s082 left_then_right 161f
+[245/981] OK 08:10:15 22m36s | s082 left_then_right 161f -> 0245_s082_left_then_right_161f.mp4
+[246/981] START 08:10:15 | s082 right_then_left 161f
+[246/981] OK 08:32:30 22m14s | s082 right_then_left 161f -> 0246_s082_right_then_left_161f.mp4
+[247/981] START 08:32:30 | s083 forward_backward 161f
+[247/981] OK 08:54:12 21m42s | s083 forward_backward 161f -> 0247_s083_forward_backward_161f.mp4
+[248/981] START 08:54:12 | s083 left_then_right 161f
+[248/981] START 14:52:33 | s083 left_then_right 161f
+[248/981] OK 15:13:09 20m36s | s083 left_then_right 161f -> 0248_s083_left_then_right_161f.mp4
+[249/981] START 15:13:10 | s083 right_then_left 161f
+[249/981] OK 15:34:14 21m4s | s083 right_then_left 161f -> 0249_s083_right_then_left_161f.mp4
+[250/981] START 15:34:14 | s084 forward_backward 161f
+[250/981] OK 15:55:15 21m0s | s084 forward_backward 161f -> 0250_s084_forward_backward_161f.mp4
+[251/981] START 15:55:15 | s084 left_then_right 161f
+[251/981] OK 16:15:59 20m44s | s084 left_then_right 161f -> 0251_s084_left_then_right_161f.mp4
+[252/981] START 16:15:59 | s084 right_then_left 161f
+[252/981] OK 16:36:53 20m54s | s084 right_then_left 161f -> 0252_s084_right_then_left_161f.mp4
+[253/981] START 16:36:53 | s085 forward_backward 161f
+[253/981] OK 16:58:12 21m18s | s085 forward_backward 161f -> 0253_s085_forward_backward_161f.mp4
+[254/981] START 16:58:12 | s085 left_then_right 161f
+[254/981] OK 17:19:51 21m39s | s085 left_then_right 161f -> 0254_s085_left_then_right_161f.mp4
+[255/981] START 17:19:51 | s085 right_then_left 161f
+[255/981] OK 17:41:30 21m38s | s085 right_then_left 161f -> 0255_s085_right_then_left_161f.mp4
+[256/981] START 17:41:30 | s086 forward_backward 161f
+[256/981] OK 18:03:10 21m39s | s086 forward_backward 161f -> 0256_s086_forward_backward_161f.mp4
+[257/981] START 18:03:10 | s086 left_then_right 161f
+[257/981] OK 18:24:45 21m35s | s086 left_then_right 161f -> 0257_s086_left_then_right_161f.mp4
+[258/981] START 18:24:46 | s086 right_then_left 161f
+[258/981] OK 18:46:24 21m38s | s086 right_then_left 161f -> 0258_s086_right_then_left_161f.mp4
+[259/981] START 18:46:24 | s087 forward_backward 161f
+[259/981] OK 19:08:03 21m38s | s087 forward_backward 161f -> 0259_s087_forward_backward_161f.mp4
+[260/981] START 19:08:03 | s087 left_then_right 161f
+[260/981] OK 19:29:27 21m23s | s087 left_then_right 161f -> 0260_s087_left_then_right_161f.mp4
+[261/981] START 19:29:27 | s087 right_then_left 161f
+[261/981] OK 19:50:31 21m3s | s087 right_then_left 161f -> 0261_s087_right_then_left_161f.mp4
+[262/981] START 19:50:31 | s088 forward_backward 161f
+[262/981] OK 20:11:30 20m59s | s088 forward_backward 161f -> 0262_s088_forward_backward_161f.mp4
+[263/981] START 20:11:30 | s088 left_then_right 161f
+[263/981] OK 20:32:24 20m53s | s088 left_then_right 161f -> 0263_s088_left_then_right_161f.mp4
+[264/981] START 20:32:24 | s088 right_then_left 161f
+[264/981] OK 20:53:19 20m54s | s088 right_then_left 161f -> 0264_s088_right_then_left_161f.mp4
+[265/981] START 20:53:20 | s089 forward_backward 161f
+[265/981] OK 21:14:09 20m49s | s089 forward_backward 161f -> 0265_s089_forward_backward_161f.mp4
+[266/981] START 21:14:09 | s089 left_then_right 161f
+[266/981] OK 21:34:40 20m30s | s089 left_then_right 161f -> 0266_s089_left_then_right_161f.mp4
+[267/981] START 21:34:40 | s089 right_then_left 161f
+[267/981] OK 21:55:17 20m36s | s089 right_then_left 161f -> 0267_s089_right_then_left_161f.mp4
+[268/981] START 21:55:17 | s090 forward_backward 161f
+[268/981] OK 22:16:12 20m54s | s090 forward_backward 161f -> 0268_s090_forward_backward_161f.mp4
+[269/981] START 22:16:12 | s090 left_then_right 161f
+[269/981] OK 22:37:24 21m12s | s090 left_then_right 161f -> 0269_s090_left_then_right_161f.mp4
+[270/981] START 22:37:24 | s090 right_then_left 161f
+[270/981] OK 22:58:59 21m35s | s090 right_then_left 161f -> 0270_s090_right_then_left_161f.mp4
+[271/981] START 22:58:59 | s091 forward_backward 161f
+[271/981] OK 23:20:39 21m39s | s091 forward_backward 161f -> 0271_s091_forward_backward_161f.mp4
+[272/981] START 23:20:39 | s091 left_then_right 161f
+[272/981] OK 23:42:17 21m37s | s091 left_then_right 161f -> 0272_s091_left_then_right_161f.mp4
+[273/981] START 23:42:17 | s091 right_then_left 161f
+[273/981] OK 00:03:52 21m35s | s091 right_then_left 161f -> 0273_s091_right_then_left_161f.mp4
+[274/981] START 00:03:53 | s092 forward_backward 161f
+[274/981] OK 00:25:30 21m37s | s092 forward_backward 161f -> 0274_s092_forward_backward_161f.mp4
+[275/981] START 00:25:30 | s092 left_then_right 161f
+[275/981] OK 00:47:14 21m43s | s092 left_then_right 161f -> 0275_s092_left_then_right_161f.mp4
+[276/981] START 00:47:14 | s092 right_then_left 161f
+[276/981] OK 01:09:06 21m52s | s092 right_then_left 161f -> 0276_s092_right_then_left_161f.mp4
+[277/981] START 01:09:06 | s093 forward_backward 161f
+[277/981] OK 01:30:46 21m39s | s093 forward_backward 161f -> 0277_s093_forward_backward_161f.mp4
+[278/981] START 01:30:46 | s093 left_then_right 161f
+[278/981] OK 01:52:43 21m56s | s093 left_then_right 161f -> 0278_s093_left_then_right_161f.mp4
+[279/981] START 01:52:43 | s093 right_then_left 161f
+[279/981] OK 02:15:00 22m16s | s093 right_then_left 161f -> 0279_s093_right_then_left_161f.mp4
+[280/981] START 02:15:00 | s094 forward_backward 161f
+[280/981] OK 02:37:28 22m28s | s094 forward_backward 161f -> 0280_s094_forward_backward_161f.mp4
+[281/981] START 02:37:28 | s094 left_then_right 161f
+[281/981] OK 03:00:03 22m34s | s094 left_then_right 161f -> 0281_s094_left_then_right_161f.mp4
+[282/981] START 03:00:03 | s094 right_then_left 161f
+[282/981] OK 03:22:18 22m15s | s094 right_then_left 161f -> 0282_s094_right_then_left_161f.mp4
+[283/981] START 03:22:18 | s095 forward_backward 161f
+[283/981] OK 03:44:01 21m42s | s095 forward_backward 161f -> 0283_s095_forward_backward_161f.mp4
+[284/981] START 03:44:05 | s095 left_then_right 161f
+[284/981] OK 04:05:43 21m38s | s095 left_then_right 161f -> 0284_s095_left_then_right_161f.mp4
+[285/981] START 04:05:43 | s095 right_then_left 161f
+[285/981] OK 04:27:22 21m39s | s095 right_then_left 161f -> 0285_s095_right_then_left_161f.mp4
+[286/981] START 04:27:22 | s096 forward_backward 161f
+[286/981] OK 04:49:22 21m59s | s096 forward_backward 161f -> 0286_s096_forward_backward_161f.mp4
+[287/981] START 04:49:22 | s096 left_then_right 161f
+[287/981] OK 05:11:43 22m20s | s096 left_then_right 161f -> 0287_s096_left_then_right_161f.mp4
+[288/981] START 05:11:43 | s096 right_then_left 161f
+[288/981] OK 05:33:55 22m11s | s096 right_then_left 161f -> 0288_s096_right_then_left_161f.mp4
+[289/981] START 05:33:55 | s097 forward_backward 161f
+[289/981] OK 05:55:59 22m3s | s097 forward_backward 161f -> 0289_s097_forward_backward_161f.mp4
+[290/981] START 05:55:59 | s097 left_then_right 161f
+[290/981] OK 06:17:51 21m51s | s097 left_then_right 161f -> 0290_s097_left_then_right_161f.mp4
+[291/981] START 06:17:51 | s097 right_then_left 161f
+[291/981] OK 06:39:46 21m55s | s097 right_then_left 161f -> 0291_s097_right_then_left_161f.mp4
+[292/981] START 06:39:47 | s098 forward_backward 161f
+[292/981] OK 07:02:00 22m13s | s098 forward_backward 161f -> 0292_s098_forward_backward_161f.mp4
+[293/981] START 07:02:01 | s098 left_then_right 161f
+[293/981] OK 07:24:19 22m18s | s098 left_then_right 161f -> 0293_s098_left_then_right_161f.mp4
+[294/981] START 07:24:19 | s098 right_then_left 161f
+[294/981] OK 07:46:42 22m22s | s098 right_then_left 161f -> 0294_s098_right_then_left_161f.mp4
+[295/981] START 07:46:42 | s099 forward_backward 161f
+[295/981] OK 08:09:01 22m19s | s099 forward_backward 161f -> 0295_s099_forward_backward_161f.mp4
+[296/981] START 08:09:02 | s099 left_then_right 161f
+[296/981] OK 08:31:16 22m14s | s099 left_then_right 161f -> 0296_s099_left_then_right_161f.mp4
+[297/981] START 08:31:16 | s099 right_then_left 161f
+[297/981] OK 08:54:13 22m56s | s099 right_then_left 161f -> 0297_s099_right_then_left_161f.mp4
+[298/981] START 08:54:13 | s100 forward_backward 161f
+[298/981] OK 09:16:56 22m43s | s100 forward_backward 161f -> 0298_s100_forward_backward_161f.mp4
+[299/981] START 09:16:57 | s100 left_then_right 161f
+[299/981] OK 09:39:32 22m35s | s100 left_then_right 161f -> 0299_s100_left_then_right_161f.mp4
+[300/981] START 09:39:32 | s100 right_then_left 161f
+[300/981] OK 10:01:50 22m17s | s100 right_then_left 161f -> 0300_s100_right_then_left_161f.mp4
+[301/981] START 10:01:50 | s101 forward_backward 161f
+[301/981] OK 10:24:14 22m24s | s101 forward_backward 161f -> 0301_s101_forward_backward_161f.mp4
+[302/981] START 10:24:15 | s101 left_then_right 161f
+[302/981] OK 10:46:46 22m31s | s101 left_then_right 161f -> 0302_s101_left_then_right_161f.mp4
+[303/981] START 10:46:46 | s101 right_then_left 161f
+[303/981] OK 11:09:22 22m36s | s101 right_then_left 161f -> 0303_s101_right_then_left_161f.mp4
+[304/981] START 11:09:23 | s102 forward_backward 161f
+[304/981] OK 11:31:48 22m25s | s102 forward_backward 161f -> 0304_s102_forward_backward_161f.mp4
+[305/981] START 11:31:48 | s102 left_then_right 161f
+[305/981] OK 11:53:56 22m8s | s102 left_then_right 161f -> 0305_s102_left_then_right_161f.mp4
+[306/981] START 11:53:56 | s102 right_then_left 161f
+[306/981] OK 12:16:18 22m21s | s102 right_then_left 161f -> 0306_s102_right_then_left_161f.mp4
+[307/981] START 12:16:19 | s103 forward_backward 161f
+[307/981] OK 12:38:47 22m27s | s103 forward_backward 161f -> 0307_s103_forward_backward_161f.mp4
+[308/981] START 12:38:47 | s103 left_then_right 161f
+[308/981] OK 13:01:08 22m21s | s103 left_then_right 161f -> 0308_s103_left_then_right_161f.mp4
+[309/981] START 13:01:09 | s103 right_then_left 161f
+[309/981] OK 13:23:03 21m53s | s103 right_then_left 161f -> 0309_s103_right_then_left_161f.mp4
+[310/981] START 13:23:03 | s104 forward_backward 161f
+[310/981] OK 13:45:01 21m57s | s104 forward_backward 161f -> 0310_s104_forward_backward_161f.mp4
+[311/981] START 13:45:01 | s104 left_then_right 161f
+[311/981] OK 14:07:23 22m22s | s104 left_then_right 161f -> 0311_s104_left_then_right_161f.mp4
+[312/981] START 14:07:23 | s104 right_then_left 161f
+[312/981] OK 14:30:19 22m55s | s104 right_then_left 161f -> 0312_s104_right_then_left_161f.mp4
+[313/981] START 14:30:19 | s105 forward_backward 161f
+[313/981] OK 14:52:46 22m27s | s105 forward_backward 161f -> 0313_s105_forward_backward_161f.mp4
+[314/981] START 14:52:46 | s105 left_then_right 161f
+[314/981] OK 15:14:33 21m47s | s105 left_then_right 161f -> 0314_s105_left_then_right_161f.mp4
+[315/981] START 15:14:33 | s105 right_then_left 161f
+[315/981] OK 15:36:43 22m9s | s105 right_then_left 161f -> 0315_s105_right_then_left_161f.mp4
+[316/981] START 15:36:43 | s106 forward_backward 161f
+[316/981] OK 15:58:57 22m14s | s106 forward_backward 161f -> 0316_s106_forward_backward_161f.mp4
+[317/981] START 15:58:57 | s106 left_then_right 161f
+[317/981] OK 16:20:59 22m1s | s106 left_then_right 161f -> 0317_s106_left_then_right_161f.mp4
+[318/981] START 16:20:59 | s106 right_then_left 161f
+[318/981] OK 16:42:48 21m49s | s106 right_then_left 161f -> 0318_s106_right_then_left_161f.mp4
+[319/981] START 16:42:48 | s107 forward_backward 161f
+[319/981] OK 17:04:41 21m52s | s107 forward_backward 161f -> 0319_s107_forward_backward_161f.mp4
+[320/981] START 17:04:41 | s107 left_then_right 161f
+[320/981] OK 17:26:35 21m53s | s107 left_then_right 161f -> 0320_s107_left_then_right_161f.mp4
+[321/981] START 17:26:35 | s107 right_then_left 161f
+[321/981] OK 17:48:40 22m5s | s107 right_then_left 161f -> 0321_s107_right_then_left_161f.mp4
+[322/981] START 17:48:40 | s108 forward_backward 161f
+[322/981] OK 18:10:52 22m11s | s108 forward_backward 161f -> 0322_s108_forward_backward_161f.mp4
+[323/981] START 18:10:52 | s108 left_then_right 161f
+[323/981] OK 18:33:08 22m15s | s108 left_then_right 161f -> 0323_s108_left_then_right_161f.mp4
+[324/981] START 18:33:08 | s108 right_then_left 161f
+[324/981] OK 18:55:47 22m39s | s108 right_then_left 161f -> 0324_s108_right_then_left_161f.mp4
+[325/981] START 18:55:47 | s109 forward_backward 161f
+[325/981] OK 19:18:52 23m5s | s109 forward_backward 161f -> 0325_s109_forward_backward_161f.mp4
+[326/981] START 19:18:52 | s109 left_then_right 161f
+[326/981] OK 19:41:22 22m30s | s109 left_then_right 161f -> 0326_s109_left_then_right_161f.mp4
+[327/981] START 19:41:23 | s109 right_then_left 161f
+[327/981] OK 20:03:17 21m54s | s109 right_then_left 161f -> 0327_s109_right_then_left_161f.mp4
+[328/981] START 20:03:17 | s110 forward_backward 161f
+[328/981] OK 20:25:16 21m58s | s110 forward_backward 161f -> 0328_s110_forward_backward_161f.mp4
+[329/981] START 20:25:16 | s110 left_then_right 161f
+[329/981] OK 20:47:32 22m15s | s110 left_then_right 161f -> 0329_s110_left_then_right_161f.mp4
+[330/981] START 20:47:32 | s110 right_then_left 161f
+[330/981] OK 21:10:09 22m37s | s110 right_then_left 161f -> 0330_s110_right_then_left_161f.mp4
+[331/981] START 21:10:10 | s111 forward_backward 161f
+[331/981] OK 21:32:26 22m16s | s111 forward_backward 161f -> 0331_s111_forward_backward_161f.mp4
+[332/981] START 21:32:27 | s111 left_then_right 161f
+[332/981] OK 21:54:32 22m5s | s111 left_then_right 161f -> 0332_s111_left_then_right_161f.mp4
+[333/981] START 21:54:32 | s111 right_then_left 161f
+[333/981] OK 22:17:15 22m42s | s111 right_then_left 161f -> 0333_s111_right_then_left_161f.mp4
+[334/981] START 22:17:15 | s112 forward_backward 161f
+[334/981] OK 22:39:58 22m43s | s112 forward_backward 161f -> 0334_s112_forward_backward_161f.mp4
+[335/981] START 22:39:59 | s112 left_then_right 161f
+[335/981] OK 23:02:25 22m26s | s112 left_then_right 161f -> 0335_s112_left_then_right_161f.mp4
+[336/981] START 23:02:25 | s112 right_then_left 161f
+[336/981] OK 23:24:28 22m3s | s112 right_then_left 161f -> 0336_s112_right_then_left_161f.mp4
+[337/981] START 23:24:28 | s113 forward_backward 161f
+[337/981] OK 23:46:17 21m49s | s113 forward_backward 161f -> 0337_s113_forward_backward_161f.mp4
+[338/981] START 23:46:17 | s113 left_then_right 161f
+[338/981] OK 00:08:35 22m17s | s113 left_then_right 161f -> 0338_s113_left_then_right_161f.mp4
+[339/981] START 00:08:35 | s113 right_then_left 161f
+[339/981] OK 00:30:56 22m21s | s113 right_then_left 161f -> 0339_s113_right_then_left_161f.mp4
+[340/981] START 00:30:56 | s114 forward_backward 161f
+[340/981] OK 00:53:15 22m18s | s114 forward_backward 161f -> 0340_s114_forward_backward_161f.mp4
+[341/981] START 00:53:15 | s114 left_then_right 161f
+[341/981] OK 01:15:41 22m25s | s114 left_then_right 161f -> 0341_s114_left_then_right_161f.mp4
+[342/981] START 01:15:41 | s114 right_then_left 161f
+[342/981] OK 01:38:27 22m46s | s114 right_then_left 161f -> 0342_s114_right_then_left_161f.mp4
+[343/981] START 01:38:27 | s115 forward_backward 161f
+[343/981] OK 02:01:18 22m50s | s115 forward_backward 161f -> 0343_s115_forward_backward_161f.mp4
+[344/981] START 02:01:18 | s115 left_then_right 161f
+[344/981] OK 02:23:49 22m30s | s115 left_then_right 161f -> 0344_s115_left_then_right_161f.mp4
+[345/981] START 02:23:49 | s115 right_then_left 161f
+[345/981] OK 02:45:51 22m2s | s115 right_then_left 161f -> 0345_s115_right_then_left_161f.mp4
+[346/981] START 02:45:52 | s116 forward_backward 161f
+[346/981] OK 03:07:41 21m49s | s116 forward_backward 161f -> 0346_s116_forward_backward_161f.mp4
+[347/981] START 03:07:41 | s116 left_then_right 161f
+[347/981] OK 03:29:53 22m11s | s116 left_then_right 161f -> 0347_s116_left_then_right_161f.mp4
+[348/981] START 03:29:53 | s116 right_then_left 161f
+[348/981] OK 03:52:27 22m34s | s116 right_then_left 161f -> 0348_s116_right_then_left_161f.mp4
+[349/981] START 03:52:27 | s117 forward_backward 161f
+[349/981] OK 04:14:59 22m31s | s117 forward_backward 161f -> 0349_s117_forward_backward_161f.mp4
+[350/981] START 04:14:59 | s117 left_then_right 161f
+[350/981] OK 04:37:36 22m36s | s117 left_then_right 161f -> 0350_s117_left_then_right_161f.mp4
+[351/981] START 04:37:36 | s117 right_then_left 161f
+[351/981] OK 05:00:05 22m29s | s117 right_then_left 161f -> 0351_s117_right_then_left_161f.mp4
+[352/981] START 05:00:05 | s118 forward_backward 161f
+[352/981] OK 05:22:25 22m19s | s118 forward_backward 161f -> 0352_s118_forward_backward_161f.mp4
+[353/981] START 05:22:25 | s118 left_then_right 161f
+[353/981] OK 05:44:26 22m0s | s118 left_then_right 161f -> 0353_s118_left_then_right_161f.mp4
+[354/981] START 05:44:26 | s118 right_then_left 161f
+[354/981] OK 06:06:44 22m18s | s118 right_then_left 161f -> 0354_s118_right_then_left_161f.mp4
+[355/981] START 06:06:44 | s119 forward_backward 161f
+[355/981] OK 06:29:14 22m30s | s119 forward_backward 161f -> 0355_s119_forward_backward_161f.mp4
+[356/981] START 06:29:14 | s119 left_then_right 161f
+[356/981] OK 06:51:40 22m25s | s119 left_then_right 161f -> 0356_s119_left_then_right_161f.mp4
+[357/981] START 06:51:40 | s119 right_then_left 161f
+[357/981] OK 07:13:59 22m19s | s119 right_then_left 161f -> 0357_s119_right_then_left_161f.mp4
+[358/981] START 07:13:59 | s120 forward_backward 161f
+[358/981] OK 07:36:25 22m25s | s120 forward_backward 161f -> 0358_s120_forward_backward_161f.mp4
+[359/981] START 07:36:26 | s120 left_then_right 161f
+[359/981] OK 07:59:01 22m35s | s120 left_then_right 161f -> 0359_s120_left_then_right_161f.mp4
+[360/981] START 07:59:01 | s120 right_then_left 161f
+[360/981] OK 08:21:17 22m15s | s120 right_then_left 161f -> 0360_s120_right_then_left_161f.mp4
+[361/981] START 08:21:17 | s121 forward_backward 161f
+[361/981] OK 08:43:19 22m1s | s121 forward_backward 161f -> 0361_s121_forward_backward_161f.mp4
+[362/981] START 08:43:19 | s121 left_then_right 161f
+[362/981] OK 09:05:29 22m10s | s121 left_then_right 161f -> 0362_s121_left_then_right_161f.mp4
+[363/981] START 09:05:29 | s121 right_then_left 161f
+[363/981] OK 09:27:43 22m13s | s121 right_then_left 161f -> 0363_s121_right_then_left_161f.mp4
+[364/981] START 09:27:43 | s122 forward_backward 161f
diff --git a/MBench-A/matrix_game_2/Casual/a00037_00237/forward_backward.mp4 b/MBench-A/matrix_game_2/Casual/a00037_00237/forward_backward.mp4
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diff --git a/MBench-A/matrix_game_2/Casual/a00037_00237/left_360.mp4 b/MBench-A/matrix_game_2/Casual/a00037_00237/left_360.mp4
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diff --git a/MBench-A/matrix_game_2/Casual/a00037_00237/left_then_right.mp4 b/MBench-A/matrix_game_2/Casual/a00037_00237/left_then_right.mp4
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diff --git a/MBench-A/matrix_game_2/Casual/a00037_00237/right_360.mp4 b/MBench-A/matrix_game_2/Casual/a00037_00237/right_360.mp4
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diff --git a/MBench-A/matrix_game_2/Casual/a00037_00237/right_then_left.mp4 b/MBench-A/matrix_game_2/Casual/a00037_00237/right_then_left.mp4
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diff --git a/MBench-A/matrix_game_2/Casual/a00043_01144/forward_backward.mp4 b/MBench-A/matrix_game_2/Casual/a00043_01144/forward_backward.mp4
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diff --git a/MBench-A/matrix_game_2/Casual/a00043_01144/left_360.mp4 b/MBench-A/matrix_game_2/Casual/a00043_01144/left_360.mp4
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+{
+  "metadata": {
+    "generated_at": "2026-05-12",
+    "seed": 42,
+    "n_models": 6,
+    "n_pairs": 15,
+    "n_annotators": 14,
+    "annotators_per_task": 3,
+    "total_unique_tasks": 280,
+    "total_assignments": 840,
+    "video_version": "401f",
+    "camera_motions": [
+      "left_then_right",
+      "right_then_left"
+    ],
+    "camera_motion_note": "All 401f files are named left_then_right.mp4, but actual content depends on sample position: first half = left_then_right, second half = right_then_left"
+  },
+  "models": [
+    "hy_worldplay",
+    "infinite_world",
+    "lingbot_world",
+    "matrix_game_2",
+    "matrix_game_3",
+    "yume"
+  ],
+  "subsets": {
+    "environment": {
+      "n_samples": 20,
+      "pairs_per_sample": 5,
+      "total_tasks": 100,
+      "dimensions": [
+        [
+          "viewpoint",
+          "Viewpoint Consistency",
+          "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？"
+        ],
+        [
+          "layout",
+          "Global Layout Consistency",
+          "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？"
+        ],
+        [
+          "style",
+          "Style Consistency",
+          "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？"
+        ],
+        [
+          "lighting",
+          "Lighting Consistency",
+          "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+        ]
+      ],
+      "selected_samples": [
+        "sample_247_b0456067",
+        "sample_041_2ab42906",
+        "sample_013_154c34de",
+        "sample_284_bff22dc0",
+        "sample_110_ad462509",
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+        "sample_084_49ab8f06",
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+        "sample_283_d7ff95ed",
+        "sample_038_bfc4e110",
+        "sample_262_10a2b882",
+        "sample_212_7f0b6dfe",
+        "sample_033_325d87a2",
+        "sample_230_f55277fe",
+        "sample_169_6c0877dd",
+        "sample_015_93988d73",
+        "sample_014_6c4624bc",
+        "sample_034_221e4058",
+        "sample_082_1bbdf598",
+        "sample_087_93ceda13"
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+    },
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+      "n_samples": 15,
+      "pairs_per_sample": 4,
+      "total_tasks": 60,
+      "dimensions": [
+        [
+          "geometry",
+          "Geometry Consistency",
+          "关注标注出的目标物体：相机转回来后，物体的形状/轮廓是否保持一致？哪个更好？"
+        ],
+        [
+          "texture",
+          "Texture Consistency",
+          "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质是否保持一致？哪个更好？"
+        ]
+      ],
+      "selected_samples": [
+        "sample_182_74b804c6",
+        "sample_229_05ed3fe6",
+        "sample_008_93bb110c",
+        "sample_211_665b36fb",
+        "sample_077_fffd4177",
+        "sample_272_f1ea4671",
+        "sample_249_2620f1d7",
+        "sample_265_ab6d3959",
+        "sample_209_b7a80278",
+        "sample_154_11880be2",
+        "sample_089_08e2d55f",
+        "sample_162_0add46c6",
+        "sample_225_d1bb1d52",
+        "sample_103_74c54180",
+        "sample_003_a51f0378"
+      ]
+    },
+    "human": {
+      "n_samples": 15,
+      "pairs_per_sample": 4,
+      "total_tasks": 60,
+      "dimensions": [
+        [
+          "identity",
+          "Identity Consistency",
+          "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？"
+        ],
+        [
+          "appearance",
+          "Appearance Consistency",
+          "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+        ]
+      ],
+      "selected_samples": [
+        "mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53",
+        "mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212",
+        "mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06",
+        "mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2",
+        "mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c",
+        "mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067",
+        "mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168",
+        "mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0",
+        "mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1",
+        "mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e",
+        "mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d",
+        "mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d",
+        "mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5",
+        "mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960",
+        "mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5"
+      ]
+    },
+    "causal": {
+      "n_samples": 15,
+      "pairs_per_sample": 4,
+      "total_tasks": 60,
+      "dimensions": [
+        [
+          "prompt_interaction",
+          "Prompt Interaction",
+          "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？"
+        ],
+        [
+          "action_interaction",
+          "Action Interaction",
+          "预期的相机运动见上方示意图。哪个视频的相机运动更符合这个要求？"
+        ],
+        [
+          "state_progress",
+          "State Progress",
+          "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？"
+        ],
+        [
+          "physical_plausibility",
+          "Physical Plausibility",
+          "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+        ]
+      ],
+      "selected_samples": [
+        "a00325_00018",
+        "a00060_01459",
+        "a00863_00430",
+        "a00606_01009",
+        "a00655_00572",
+        "a00157_00451",
+        "a00528_02524",
+        "a00110_01560",
+        "a00670_01404",
+        "a00361_00060",
+        "a00764_02393",
+        "a00742_01453",
+        "a00464_00063",
+        "a00685_00148",
+        "a00208_01445"
+      ]
+    }
+  },
+  "tasks": [
+    {
+      "task_id": "task_0000",
+      "subset": "environment",
+      "sample_id": "sample_247_b0456067",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "infinite_world",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0001",
+      "subset": "environment",
+      "sample_id": "sample_247_b0456067",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0002",
+      "subset": "environment",
+      "sample_id": "sample_247_b0456067",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "yume",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0003",
+      "subset": "environment",
+      "sample_id": "sample_247_b0456067",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0004",
+      "subset": "environment",
+      "sample_id": "sample_247_b0456067",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0005",
+      "subset": "environment",
+      "sample_id": "sample_041_2ab42906",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0006",
+      "subset": "environment",
+      "sample_id": "sample_041_2ab42906",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "yume",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0007",
+      "subset": "environment",
+      "sample_id": "sample_041_2ab42906",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0008",
+      "subset": "environment",
+      "sample_id": "sample_041_2ab42906",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0009",
+      "subset": "environment",
+      "sample_id": "sample_041_2ab42906",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0010",
+      "subset": "environment",
+      "sample_id": "sample_013_154c34de",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_2",
+      "model_b": "yume",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0011",
+      "subset": "environment",
+      "sample_id": "sample_013_154c34de",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "yume",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0012",
+      "subset": "environment",
+      "sample_id": "sample_013_154c34de",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0013",
+      "subset": "environment",
+      "sample_id": "sample_013_154c34de",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_2",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0014",
+      "subset": "environment",
+      "sample_id": "sample_013_154c34de",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_3",
+      "model_b": "yume",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0015",
+      "subset": "environment",
+      "sample_id": "sample_284_bff22dc0",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0016",
+      "subset": "environment",
+      "sample_id": "sample_284_bff22dc0",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0017",
+      "subset": "environment",
+      "sample_id": "sample_284_bff22dc0",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "infinite_world",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0018",
+      "subset": "environment",
+      "sample_id": "sample_284_bff22dc0",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0019",
+      "subset": "environment",
+      "sample_id": "sample_284_bff22dc0",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "yume",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0020",
+      "subset": "environment",
+      "sample_id": "sample_110_ad462509",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0021",
+      "subset": "environment",
+      "sample_id": "sample_110_ad462509",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0022",
+      "subset": "environment",
+      "sample_id": "sample_110_ad462509",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "yume",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0023",
+      "subset": "environment",
+      "sample_id": "sample_110_ad462509",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0024",
+      "subset": "environment",
+      "sample_id": "sample_110_ad462509",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0025",
+      "subset": "environment",
+      "sample_id": "sample_093_44e5479c",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_2",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0026",
+      "subset": "environment",
+      "sample_id": "sample_093_44e5479c",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_3",
+      "model_b": "yume",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0027",
+      "subset": "environment",
+      "sample_id": "sample_093_44e5479c",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "yume",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0028",
+      "subset": "environment",
+      "sample_id": "sample_093_44e5479c",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0029",
+      "subset": "environment",
+      "sample_id": "sample_093_44e5479c",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_2",
+      "model_b": "yume",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0030",
+      "subset": "environment",
+      "sample_id": "sample_084_49ab8f06",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0031",
+      "subset": "environment",
+      "sample_id": "sample_084_49ab8f06",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "yume",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0032",
+      "subset": "environment",
+      "sample_id": "sample_084_49ab8f06",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0033",
+      "subset": "environment",
+      "sample_id": "sample_084_49ab8f06",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0034",
+      "subset": "environment",
+      "sample_id": "sample_084_49ab8f06",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "infinite_world",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0035",
+      "subset": "environment",
+      "sample_id": "sample_049_dccd53de",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0036",
+      "subset": "environment",
+      "sample_id": "sample_049_dccd53de",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0037",
+      "subset": "environment",
+      "sample_id": "sample_049_dccd53de",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0038",
+      "subset": "environment",
+      "sample_id": "sample_049_dccd53de",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "yume",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0039",
+      "subset": "environment",
+      "sample_id": "sample_049_dccd53de",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0040",
+      "subset": "environment",
+      "sample_id": "sample_283_d7ff95ed",
+      "camera_motion": "right_then_left",
+      "model_a": "matrix_game_2",
+      "model_b": "yume",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0041",
+      "subset": "environment",
+      "sample_id": "sample_283_d7ff95ed",
+      "camera_motion": "right_then_left",
+      "model_a": "matrix_game_3",
+      "model_b": "yume",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0042",
+      "subset": "environment",
+      "sample_id": "sample_283_d7ff95ed",
+      "camera_motion": "right_then_left",
+      "model_a": "matrix_game_2",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0043",
+      "subset": "environment",
+      "sample_id": "sample_283_d7ff95ed",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "yume",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0044",
+      "subset": "environment",
+      "sample_id": "sample_283_d7ff95ed",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0045",
+      "subset": "environment",
+      "sample_id": "sample_038_bfc4e110",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "yume",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0046",
+      "subset": "environment",
+      "sample_id": "sample_038_bfc4e110",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0047",
+      "subset": "environment",
+      "sample_id": "sample_038_bfc4e110",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "infinite_world",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0048",
+      "subset": "environment",
+      "sample_id": "sample_038_bfc4e110",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0049",
+      "subset": "environment",
+      "sample_id": "sample_038_bfc4e110",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0050",
+      "subset": "environment",
+      "sample_id": "sample_262_10a2b882",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0051",
+      "subset": "environment",
+      "sample_id": "sample_262_10a2b882",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0052",
+      "subset": "environment",
+      "sample_id": "sample_262_10a2b882",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "yume",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0053",
+      "subset": "environment",
+      "sample_id": "sample_262_10a2b882",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0054",
+      "subset": "environment",
+      "sample_id": "sample_262_10a2b882",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0055",
+      "subset": "environment",
+      "sample_id": "sample_212_7f0b6dfe",
+      "camera_motion": "right_then_left",
+      "model_a": "matrix_game_3",
+      "model_b": "yume",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0056",
+      "subset": "environment",
+      "sample_id": "sample_212_7f0b6dfe",
+      "camera_motion": "right_then_left",
+      "model_a": "matrix_game_2",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0057",
+      "subset": "environment",
+      "sample_id": "sample_212_7f0b6dfe",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0058",
+      "subset": "environment",
+      "sample_id": "sample_212_7f0b6dfe",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "yume",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0059",
+      "subset": "environment",
+      "sample_id": "sample_212_7f0b6dfe",
+      "camera_motion": "right_then_left",
+      "model_a": "matrix_game_2",
+      "model_b": "yume",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0060",
+      "subset": "environment",
+      "sample_id": "sample_033_325d87a2",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "infinite_world",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0061",
+      "subset": "environment",
+      "sample_id": "sample_033_325d87a2",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0062",
+      "subset": "environment",
+      "sample_id": "sample_033_325d87a2",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0063",
+      "subset": "environment",
+      "sample_id": "sample_033_325d87a2",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0064",
+      "subset": "environment",
+      "sample_id": "sample_033_325d87a2",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "yume",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0065",
+      "subset": "environment",
+      "sample_id": "sample_230_f55277fe",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0066",
+      "subset": "environment",
+      "sample_id": "sample_230_f55277fe",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0067",
+      "subset": "environment",
+      "sample_id": "sample_230_f55277fe",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0068",
+      "subset": "environment",
+      "sample_id": "sample_230_f55277fe",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0069",
+      "subset": "environment",
+      "sample_id": "sample_230_f55277fe",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "yume",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0070",
+      "subset": "environment",
+      "sample_id": "sample_169_6c0877dd",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "yume",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0071",
+      "subset": "environment",
+      "sample_id": "sample_169_6c0877dd",
+      "camera_motion": "right_then_left",
+      "model_a": "matrix_game_2",
+      "model_b": "yume",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0072",
+      "subset": "environment",
+      "sample_id": "sample_169_6c0877dd",
+      "camera_motion": "right_then_left",
+      "model_a": "matrix_game_2",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0073",
+      "subset": "environment",
+      "sample_id": "sample_169_6c0877dd",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0074",
+      "subset": "environment",
+      "sample_id": "sample_169_6c0877dd",
+      "camera_motion": "right_then_left",
+      "model_a": "matrix_game_3",
+      "model_b": "yume",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0075",
+      "subset": "environment",
+      "sample_id": "sample_015_93988d73",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0076",
+      "subset": "environment",
+      "sample_id": "sample_015_93988d73",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "yume",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0077",
+      "subset": "environment",
+      "sample_id": "sample_015_93988d73",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "infinite_world",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0078",
+      "subset": "environment",
+      "sample_id": "sample_015_93988d73",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0079",
+      "subset": "environment",
+      "sample_id": "sample_015_93988d73",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0080",
+      "subset": "environment",
+      "sample_id": "sample_014_6c4624bc",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0081",
+      "subset": "environment",
+      "sample_id": "sample_014_6c4624bc",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "yume",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0082",
+      "subset": "environment",
+      "sample_id": "sample_014_6c4624bc",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0083",
+      "subset": "environment",
+      "sample_id": "sample_014_6c4624bc",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0084",
+      "subset": "environment",
+      "sample_id": "sample_014_6c4624bc",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0085",
+      "subset": "environment",
+      "sample_id": "sample_034_221e4058",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_3",
+      "model_b": "yume",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0086",
+      "subset": "environment",
+      "sample_id": "sample_034_221e4058",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "yume",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0087",
+      "subset": "environment",
+      "sample_id": "sample_034_221e4058",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_2",
+      "model_b": "yume",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0088",
+      "subset": "environment",
+      "sample_id": "sample_034_221e4058",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_2",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0089",
+      "subset": "environment",
+      "sample_id": "sample_034_221e4058",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0090",
+      "subset": "environment",
+      "sample_id": "sample_082_1bbdf598",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0091",
+      "subset": "environment",
+      "sample_id": "sample_082_1bbdf598",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "yume",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0092",
+      "subset": "environment",
+      "sample_id": "sample_082_1bbdf598",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0093",
+      "subset": "environment",
+      "sample_id": "sample_082_1bbdf598",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "infinite_world",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0094",
+      "subset": "environment",
+      "sample_id": "sample_082_1bbdf598",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0095",
+      "subset": "environment",
+      "sample_id": "sample_087_93ceda13",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0096",
+      "subset": "environment",
+      "sample_id": "sample_087_93ceda13",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0097",
+      "subset": "environment",
+      "sample_id": "sample_087_93ceda13",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0098",
+      "subset": "environment",
+      "sample_id": "sample_087_93ceda13",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0099",
+      "subset": "environment",
+      "sample_id": "sample_087_93ceda13",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "yume",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      }
+    },
+    {
+      "task_id": "task_0100",
+      "subset": "object",
+      "sample_id": "sample_182_74b804c6",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "infinite_world",
+      "dimensions": [
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓是否保持一致？哪个更好？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质是否保持一致？哪个更好？"
+      },
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0101",
+      "subset": "object",
+      "sample_id": "sample_182_74b804c6",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓是否保持一致？哪个更好？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质是否保持一致？哪个更好？"
+      },
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0102",
+      "subset": "object",
+      "sample_id": "sample_182_74b804c6",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓是否保持一致？哪个更好？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质是否保持一致？哪个更好？"
+      },
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0103",
+      "subset": "object",
+      "sample_id": "sample_182_74b804c6",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓是否保持一致？哪个更好？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质是否保持一致？哪个更好？"
+      },
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0104",
+      "subset": "object",
+      "sample_id": "sample_229_05ed3fe6",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "yume",
+      "dimensions": [
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓是否保持一致？哪个更好？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质是否保持一致？哪个更好？"
+      },
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0105",
+      "subset": "object",
+      "sample_id": "sample_229_05ed3fe6",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓是否保持一致？哪个更好？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质是否保持一致？哪个更好？"
+      },
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0106",
+      "subset": "object",
+      "sample_id": "sample_229_05ed3fe6",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓是否保持一致？哪个更好？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质是否保持一致？哪个更好？"
+      },
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0107",
+      "subset": "object",
+      "sample_id": "sample_229_05ed3fe6",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓是否保持一致？哪个更好？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质是否保持一致？哪个更好？"
+      },
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0108",
+      "subset": "object",
+      "sample_id": "sample_008_93bb110c",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓是否保持一致？哪个更好？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质是否保持一致？哪个更好？"
+      },
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0109",
+      "subset": "object",
+      "sample_id": "sample_008_93bb110c",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "yume",
+      "dimensions": [
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓是否保持一致？哪个更好？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质是否保持一致？哪个更好？"
+      },
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0110",
+      "subset": "object",
+      "sample_id": "sample_008_93bb110c",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓是否保持一致？哪个更好？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质是否保持一致？哪个更好？"
+      },
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0111",
+      "subset": "object",
+      "sample_id": "sample_008_93bb110c",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "yume",
+      "dimensions": [
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓是否保持一致？哪个更好？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质是否保持一致？哪个更好？"
+      },
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0112",
+      "subset": "object",
+      "sample_id": "sample_211_665b36fb",
+      "camera_motion": "right_then_left",
+      "model_a": "matrix_game_3",
+      "model_b": "yume",
+      "dimensions": [
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓是否保持一致？哪个更好？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质是否保持一致？哪个更好？"
+      },
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0113",
+      "subset": "object",
+      "sample_id": "sample_211_665b36fb",
+      "camera_motion": "right_then_left",
+      "model_a": "matrix_game_2",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓是否保持一致？哪个更好？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质是否保持一致？哪个更好？"
+      },
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0114",
+      "subset": "object",
+      "sample_id": "sample_211_665b36fb",
+      "camera_motion": "right_then_left",
+      "model_a": "matrix_game_2",
+      "model_b": "yume",
+      "dimensions": [
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓是否保持一致？哪个更好？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质是否保持一致？哪个更好？"
+      },
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0115",
+      "subset": "object",
+      "sample_id": "sample_211_665b36fb",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "infinite_world",
+      "dimensions": [
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓是否保持一致？哪个更好？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质是否保持一致？哪个更好？"
+      },
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0116",
+      "subset": "object",
+      "sample_id": "sample_077_fffd4177",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓是否保持一致？哪个更好？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质是否保持一致？哪个更好？"
+      },
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0117",
+      "subset": "object",
+      "sample_id": "sample_077_fffd4177",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓是否保持一致？哪个更好？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质是否保持一致？哪个更好？"
+      },
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0118",
+      "subset": "object",
+      "sample_id": "sample_077_fffd4177",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "yume",
+      "dimensions": [
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓是否保持一致？哪个更好？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质是否保持一致？哪个更好？"
+      },
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0119",
+      "subset": "object",
+      "sample_id": "sample_077_fffd4177",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓是否保持一致？哪个更好？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质是否保持一致？哪个更好？"
+      },
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0120",
+      "subset": "object",
+      "sample_id": "sample_272_f1ea4671",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓是否保持一致？哪个更好？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质是否保持一致？哪个更好？"
+      },
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0121",
+      "subset": "object",
+      "sample_id": "sample_272_f1ea4671",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "yume",
+      "dimensions": [
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓是否保持一致？哪个更好？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质是否保持一致？哪个更好？"
+      },
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0122",
+      "subset": "object",
+      "sample_id": "sample_272_f1ea4671",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓是否保持一致？哪个更好？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质是否保持一致？哪个更好？"
+      },
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0123",
+      "subset": "object",
+      "sample_id": "sample_272_f1ea4671",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓是否保持一致？哪个更好？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质是否保持一致？哪个更好？"
+      },
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0124",
+      "subset": "object",
+      "sample_id": "sample_249_2620f1d7",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓是否保持一致？哪个更好？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质是否保持一致？哪个更好？"
+      },
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0125",
+      "subset": "object",
+      "sample_id": "sample_249_2620f1d7",
+      "camera_motion": "right_then_left",
+      "model_a": "matrix_game_2",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓是否保持一致？哪个更好？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质是否保持一致？哪个更好？"
+      },
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0126",
+      "subset": "object",
+      "sample_id": "sample_249_2620f1d7",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "yume",
+      "dimensions": [
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓是否保持一致？哪个更好？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质是否保持一致？哪个更好？"
+      },
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0127",
+      "subset": "object",
+      "sample_id": "sample_249_2620f1d7",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓是否保持一致？哪个更好？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质是否保持一致？哪个更好？"
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+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质是否保持一致？哪个更好？"
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+      },
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+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质是否保持一致？哪个更好？"
+      },
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+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质是否保持一致？哪个更好？"
+      },
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+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质是否保持一致？哪个更好？"
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+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质是否保持一致？哪个更好？"
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+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质是否保持一致？哪个更好？"
+      },
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+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质是否保持一致？哪个更好？"
+      },
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+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质是否保持一致？哪个更好？"
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+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质是否保持一致？哪个更好？"
+      },
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+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质是否保持一致？哪个更好？"
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+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质是否保持一致？哪个更好？"
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+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质是否保持一致？哪个更好？"
+      },
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+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
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+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
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+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
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+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
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+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
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+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
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+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
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+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
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+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
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+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
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+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      }
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+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
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+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
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+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
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+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
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+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
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+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
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+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
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+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
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+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
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+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
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+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
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+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
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+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
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+      "sample_id": "mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      }
+    },
+    {
+      "task_id": "task_0213",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      }
+    },
+    {
+      "task_id": "task_0214",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "yume",
+      "dimensions": [
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      }
+    },
+    {
+      "task_id": "task_0215",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      }
+    },
+    {
+      "task_id": "task_0216",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_2",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      }
+    },
+    {
+      "task_id": "task_0217",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "yume",
+      "dimensions": [
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      }
+    },
+    {
+      "task_id": "task_0218",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_2",
+      "model_b": "yume",
+      "dimensions": [
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      }
+    },
+    {
+      "task_id": "task_0219",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_3",
+      "model_b": "yume",
+      "dimensions": [
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      }
+    },
+    {
+      "task_id": "task_0220",
+      "subset": "causal",
+      "sample_id": "a00325_00018",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A close-up view captures a viscous, amber-colored liquid being poured into a container, creating a smooth, continuous stream that merges with the existing fluid. The surface tension forms gentle ripples and small bubbles as the liquid spreads outward. The warm lighting highlights the fluid's glossy texture and subtle reflections, emphasizing its slow, steady flow and the dynamic interplay between gravity and viscosity.",
+      "camera_motion_description": "先向左转，再向右转回来"
+    },
+    {
+      "task_id": "task_0221",
+      "subset": "causal",
+      "sample_id": "a00325_00018",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A close-up view captures a viscous, amber-colored liquid being poured into a container, creating a smooth, continuous stream that merges with the existing fluid. The surface tension forms gentle ripples and small bubbles as the liquid spreads outward. The warm lighting highlights the fluid's glossy texture and subtle reflections, emphasizing its slow, steady flow and the dynamic interplay between gravity and viscosity.",
+      "camera_motion_description": "先向左转，再向右转回来"
+    },
+    {
+      "task_id": "task_0222",
+      "subset": "causal",
+      "sample_id": "a00325_00018",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A close-up view captures a viscous, amber-colored liquid being poured into a container, creating a smooth, continuous stream that merges with the existing fluid. The surface tension forms gentle ripples and small bubbles as the liquid spreads outward. The warm lighting highlights the fluid's glossy texture and subtle reflections, emphasizing its slow, steady flow and the dynamic interplay between gravity and viscosity.",
+      "camera_motion_description": "先向左转，再向右转回来"
+    },
+    {
+      "task_id": "task_0223",
+      "subset": "causal",
+      "sample_id": "a00325_00018",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "infinite_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A close-up view captures a viscous, amber-colored liquid being poured into a container, creating a smooth, continuous stream that merges with the existing fluid. The surface tension forms gentle ripples and small bubbles as the liquid spreads outward. The warm lighting highlights the fluid's glossy texture and subtle reflections, emphasizing its slow, steady flow and the dynamic interplay between gravity and viscosity.",
+      "camera_motion_description": "先向左转，再向右转回来"
+    },
+    {
+      "task_id": "task_0224",
+      "subset": "causal",
+      "sample_id": "a00060_01459",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "In an outdoor setting with lush green foliage in the background, a blue metal shredder with black and yellow hazard stripes is positioned on a red tarp. Inside the shredder, a black AXE deodorant can is placed atop rotating metal blades. As the blades activate, the can is crushed and flattened, with fragments scattering and debris flying outward. A second identical can rests nearby, untouched. The scene is illuminated by natural daylight, highlighting the mechanical destruction of the object.",
+      "camera_motion_description": "先向左转，再向右转回来"
+    },
+    {
+      "task_id": "task_0225",
+      "subset": "causal",
+      "sample_id": "a00060_01459",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "In an outdoor setting with lush green foliage in the background, a blue metal shredder with black and yellow hazard stripes is positioned on a red tarp. Inside the shredder, a black AXE deodorant can is placed atop rotating metal blades. As the blades activate, the can is crushed and flattened, with fragments scattering and debris flying outward. A second identical can rests nearby, untouched. The scene is illuminated by natural daylight, highlighting the mechanical destruction of the object.",
+      "camera_motion_description": "先向左转，再向右转回来"
+    },
+    {
+      "task_id": "task_0226",
+      "subset": "causal",
+      "sample_id": "a00060_01459",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "In an outdoor setting with lush green foliage in the background, a blue metal shredder with black and yellow hazard stripes is positioned on a red tarp. Inside the shredder, a black AXE deodorant can is placed atop rotating metal blades. As the blades activate, the can is crushed and flattened, with fragments scattering and debris flying outward. A second identical can rests nearby, untouched. The scene is illuminated by natural daylight, highlighting the mechanical destruction of the object.",
+      "camera_motion_description": "先向左转，再向右转回来"
+    },
+    {
+      "task_id": "task_0227",
+      "subset": "causal",
+      "sample_id": "a00060_01459",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "In an outdoor setting with lush green foliage in the background, a blue metal shredder with black and yellow hazard stripes is positioned on a red tarp. Inside the shredder, a black AXE deodorant can is placed atop rotating metal blades. As the blades activate, the can is crushed and flattened, with fragments scattering and debris flying outward. A second identical can rests nearby, untouched. The scene is illuminated by natural daylight, highlighting the mechanical destruction of the object.",
+      "camera_motion_description": "先向左转，再向右转回来"
+    },
+    {
+      "task_id": "task_0228",
+      "subset": "causal",
+      "sample_id": "a00863_00430",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A wooden curved ramp constructed from light-colored wood guides translucent yellow marbles, each marked with red stars, into a confined area bounded by wooden blocks. The marbles roll down the ramp, gaining momentum before colliding with others already gathered below, causing dynamic shifts in their positions. The smooth surface of the ramp and the reflective quality of the marbles highlight motion and interaction under bright, even lighting, emphasizing rolling, bouncing, and gravitational effects within the enclosed space.",
+      "camera_motion_description": "先向右转，再向左转回来"
+    },
+    {
+      "task_id": "task_0229",
+      "subset": "causal",
+      "sample_id": "a00863_00430",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A wooden curved ramp constructed from light-colored wood guides translucent yellow marbles, each marked with red stars, into a confined area bounded by wooden blocks. The marbles roll down the ramp, gaining momentum before colliding with others already gathered below, causing dynamic shifts in their positions. The smooth surface of the ramp and the reflective quality of the marbles highlight motion and interaction under bright, even lighting, emphasizing rolling, bouncing, and gravitational effects within the enclosed space.",
+      "camera_motion_description": "先向右转，再向左转回来"
+    },
+    {
+      "task_id": "task_0230",
+      "subset": "causal",
+      "sample_id": "a00863_00430",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A wooden curved ramp constructed from light-colored wood guides translucent yellow marbles, each marked with red stars, into a confined area bounded by wooden blocks. The marbles roll down the ramp, gaining momentum before colliding with others already gathered below, causing dynamic shifts in their positions. The smooth surface of the ramp and the reflective quality of the marbles highlight motion and interaction under bright, even lighting, emphasizing rolling, bouncing, and gravitational effects within the enclosed space.",
+      "camera_motion_description": "先向右转，再向左转回来"
+    },
+    {
+      "task_id": "task_0231",
+      "subset": "causal",
+      "sample_id": "a00863_00430",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A wooden curved ramp constructed from light-colored wood guides translucent yellow marbles, each marked with red stars, into a confined area bounded by wooden blocks. The marbles roll down the ramp, gaining momentum before colliding with others already gathered below, causing dynamic shifts in their positions. The smooth surface of the ramp and the reflective quality of the marbles highlight motion and interaction under bright, even lighting, emphasizing rolling, bouncing, and gravitational effects within the enclosed space.",
+      "camera_motion_description": "先向右转，再向左转回来"
+    },
+    {
+      "task_id": "task_0232",
+      "subset": "causal",
+      "sample_id": "a00606_01009",
+      "camera_motion": "right_then_left",
+      "model_a": "matrix_game_2",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A wooden marble run structure is set up on a white textured surface, supported by red Coca-Cola cans. The track consists of light-colored wooden rails with grooves, arranged in a zigzag pattern. Colored marbles—yellow, red, and blue—roll down the tracks, navigating curves and slopes. Gravity drives their motion, causing collisions and momentum transfer as they descend. The marbles follow the path smoothly, demonstrating rolling friction and inertial movement along the elevated wooden rails.",
+      "camera_motion_description": "先向右转，再向左转回来"
+    },
+    {
+      "task_id": "task_0233",
+      "subset": "causal",
+      "sample_id": "a00606_01009",
+      "camera_motion": "right_then_left",
+      "model_a": "matrix_game_2",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A wooden marble run structure is set up on a white textured surface, supported by red Coca-Cola cans. The track consists of light-colored wooden rails with grooves, arranged in a zigzag pattern. Colored marbles—yellow, red, and blue—roll down the tracks, navigating curves and slopes. Gravity drives their motion, causing collisions and momentum transfer as they descend. The marbles follow the path smoothly, demonstrating rolling friction and inertial movement along the elevated wooden rails.",
+      "camera_motion_description": "先向右转，再向左转回来"
+    },
+    {
+      "task_id": "task_0234",
+      "subset": "causal",
+      "sample_id": "a00606_01009",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "infinite_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A wooden marble run structure is set up on a white textured surface, supported by red Coca-Cola cans. The track consists of light-colored wooden rails with grooves, arranged in a zigzag pattern. Colored marbles—yellow, red, and blue—roll down the tracks, navigating curves and slopes. Gravity drives their motion, causing collisions and momentum transfer as they descend. The marbles follow the path smoothly, demonstrating rolling friction and inertial movement along the elevated wooden rails.",
+      "camera_motion_description": "先向右转，再向左转回来"
+    },
+    {
+      "task_id": "task_0235",
+      "subset": "causal",
+      "sample_id": "a00606_01009",
+      "camera_motion": "right_then_left",
+      "model_a": "matrix_game_3",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A wooden marble run structure is set up on a white textured surface, supported by red Coca-Cola cans. The track consists of light-colored wooden rails with grooves, arranged in a zigzag pattern. Colored marbles—yellow, red, and blue—roll down the tracks, navigating curves and slopes. Gravity drives their motion, causing collisions and momentum transfer as they descend. The marbles follow the path smoothly, demonstrating rolling friction and inertial movement along the elevated wooden rails.",
+      "camera_motion_description": "先向右转，再向左转回来"
+    },
+    {
+      "task_id": "task_0236",
+      "subset": "causal",
+      "sample_id": "a00655_00572",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A massive, rusted mechanical structure descends vertically onto a barren, desert landscape, its sharp tip piercing the dry earth. The camera captures an aerial view as the structure impacts the ground, causing a small explosion of dust and debris. A humanoid figure in tattered clothing is flung upward from the base, tumbling through the air before being caught by a rotating platform attached to the descending mechanism. The scene is bathed in warm, golden light, emphasizing the arid terrain and the metallic sheen of the machine.",
+      "camera_motion_description": "先向右转，再向左转回来"
+    },
+    {
+      "task_id": "task_0237",
+      "subset": "causal",
+      "sample_id": "a00655_00572",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A massive, rusted mechanical structure descends vertically onto a barren, desert landscape, its sharp tip piercing the dry earth. The camera captures an aerial view as the structure impacts the ground, causing a small explosion of dust and debris. A humanoid figure in tattered clothing is flung upward from the base, tumbling through the air before being caught by a rotating platform attached to the descending mechanism. The scene is bathed in warm, golden light, emphasizing the arid terrain and the metallic sheen of the machine.",
+      "camera_motion_description": "先向右转，再向左转回来"
+    },
+    {
+      "task_id": "task_0238",
+      "subset": "causal",
+      "sample_id": "a00655_00572",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A massive, rusted mechanical structure descends vertically onto a barren, desert landscape, its sharp tip piercing the dry earth. The camera captures an aerial view as the structure impacts the ground, causing a small explosion of dust and debris. A humanoid figure in tattered clothing is flung upward from the base, tumbling through the air before being caught by a rotating platform attached to the descending mechanism. The scene is bathed in warm, golden light, emphasizing the arid terrain and the metallic sheen of the machine.",
+      "camera_motion_description": "先向右转，再向左转回来"
+    },
+    {
+      "task_id": "task_0239",
+      "subset": "causal",
+      "sample_id": "a00655_00572",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A massive, rusted mechanical structure descends vertically onto a barren, desert landscape, its sharp tip piercing the dry earth. The camera captures an aerial view as the structure impacts the ground, causing a small explosion of dust and debris. A humanoid figure in tattered clothing is flung upward from the base, tumbling through the air before being caught by a rotating platform attached to the descending mechanism. The scene is bathed in warm, golden light, emphasizing the arid terrain and the metallic sheen of the machine.",
+      "camera_motion_description": "先向右转，再向左转回来"
+    },
+    {
+      "task_id": "task_0240",
+      "subset": "causal",
+      "sample_id": "a00157_00451",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A dark, well-used wok sits on a gas stove burner in a dimly lit kitchen. A thin stream of oil pours into the center of the hot surface, spreading outward in concentric ripples as it coats the pan. The oil flows smoothly, forming a glossy, reflective layer that gradually covers the bottom. The wok's seasoned, slightly uneven interior reflects light subtly, while the surrounding stove and countertop remain out of focus, emphasizing the fluid dynamics of the oil spreading under gravity and surface tension.",
+      "camera_motion_description": "先向左转，再向右转回来"
+    },
+    {
+      "task_id": "task_0241",
+      "subset": "causal",
+      "sample_id": "a00157_00451",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A dark, well-used wok sits on a gas stove burner in a dimly lit kitchen. A thin stream of oil pours into the center of the hot surface, spreading outward in concentric ripples as it coats the pan. The oil flows smoothly, forming a glossy, reflective layer that gradually covers the bottom. The wok's seasoned, slightly uneven interior reflects light subtly, while the surrounding stove and countertop remain out of focus, emphasizing the fluid dynamics of the oil spreading under gravity and surface tension.",
+      "camera_motion_description": "先向左转，再向右转回来"
+    },
+    {
+      "task_id": "task_0242",
+      "subset": "causal",
+      "sample_id": "a00157_00451",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A dark, well-used wok sits on a gas stove burner in a dimly lit kitchen. A thin stream of oil pours into the center of the hot surface, spreading outward in concentric ripples as it coats the pan. The oil flows smoothly, forming a glossy, reflective layer that gradually covers the bottom. The wok's seasoned, slightly uneven interior reflects light subtly, while the surrounding stove and countertop remain out of focus, emphasizing the fluid dynamics of the oil spreading under gravity and surface tension.",
+      "camera_motion_description": "先向左转，再向右转回来"
+    },
+    {
+      "task_id": "task_0243",
+      "subset": "causal",
+      "sample_id": "a00157_00451",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A dark, well-used wok sits on a gas stove burner in a dimly lit kitchen. A thin stream of oil pours into the center of the hot surface, spreading outward in concentric ripples as it coats the pan. The oil flows smoothly, forming a glossy, reflective layer that gradually covers the bottom. The wok's seasoned, slightly uneven interior reflects light subtly, while the surrounding stove and countertop remain out of focus, emphasizing the fluid dynamics of the oil spreading under gravity and surface tension.",
+      "camera_motion_description": "先向左转，再向右转回来"
+    },
+    {
+      "task_id": "task_0244",
+      "subset": "causal",
+      "sample_id": "a00528_02524",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A child kneels on a light wooden floor, interacting with a yellow, circular toy that spins rapidly. The toy, made of plastic with a red central knob and translucent colored dots, wobbles and tilts as it rotates, demonstrating gyroscopic motion and angular momentum. The child’s hands guide the toy into motion, then release it, allowing it to spin independently while gradually losing balance due to friction and gravity. The scene is dimly lit, emphasizing the toy’s movement against the static background.",
+      "camera_motion_description": "先向右转，再向左转回来"
+    },
+    {
+      "task_id": "task_0245",
+      "subset": "causal",
+      "sample_id": "a00528_02524",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A child kneels on a light wooden floor, interacting with a yellow, circular toy that spins rapidly. The toy, made of plastic with a red central knob and translucent colored dots, wobbles and tilts as it rotates, demonstrating gyroscopic motion and angular momentum. The child’s hands guide the toy into motion, then release it, allowing it to spin independently while gradually losing balance due to friction and gravity. The scene is dimly lit, emphasizing the toy’s movement against the static background.",
+      "camera_motion_description": "先向右转，再向左转回来"
+    },
+    {
+      "task_id": "task_0246",
+      "subset": "causal",
+      "sample_id": "a00528_02524",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A child kneels on a light wooden floor, interacting with a yellow, circular toy that spins rapidly. The toy, made of plastic with a red central knob and translucent colored dots, wobbles and tilts as it rotates, demonstrating gyroscopic motion and angular momentum. The child’s hands guide the toy into motion, then release it, allowing it to spin independently while gradually losing balance due to friction and gravity. The scene is dimly lit, emphasizing the toy’s movement against the static background.",
+      "camera_motion_description": "先向右转，再向左转回来"
+    },
+    {
+      "task_id": "task_0247",
+      "subset": "causal",
+      "sample_id": "a00528_02524",
+      "camera_motion": "right_then_left",
+      "model_a": "matrix_game_2",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A child kneels on a light wooden floor, interacting with a yellow, circular toy that spins rapidly. The toy, made of plastic with a red central knob and translucent colored dots, wobbles and tilts as it rotates, demonstrating gyroscopic motion and angular momentum. The child’s hands guide the toy into motion, then release it, allowing it to spin independently while gradually losing balance due to friction and gravity. The scene is dimly lit, emphasizing the toy’s movement against the static background.",
+      "camera_motion_description": "先向右转，再向左转回来"
+    },
+    {
+      "task_id": "task_0248",
+      "subset": "causal",
+      "sample_id": "a00110_01560",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A wooden block rests on a smooth, bright blue surface, supporting a cylindrical spool wrapped in white string. Atop the spool sits a black cap with a central metal bolt. A person's hands position a metallic wrench onto the bolt, threading a thin white string through its loop. As the wrench is pulled upward, the string unwinds rapidly, causing the wrench to spin and rise vertically, demonstrating rotational motion and tension dynamics.",
+      "camera_motion_description": "先向左转，再向右转回来"
+    },
+    {
+      "task_id": "task_0249",
+      "subset": "causal",
+      "sample_id": "a00110_01560",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_2",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A wooden block rests on a smooth, bright blue surface, supporting a cylindrical spool wrapped in white string. Atop the spool sits a black cap with a central metal bolt. A person's hands position a metallic wrench onto the bolt, threading a thin white string through its loop. As the wrench is pulled upward, the string unwinds rapidly, causing the wrench to spin and rise vertically, demonstrating rotational motion and tension dynamics.",
+      "camera_motion_description": "先向左转，再向右转回来"
+    },
+    {
+      "task_id": "task_0250",
+      "subset": "causal",
+      "sample_id": "a00110_01560",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_3",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A wooden block rests on a smooth, bright blue surface, supporting a cylindrical spool wrapped in white string. Atop the spool sits a black cap with a central metal bolt. A person's hands position a metallic wrench onto the bolt, threading a thin white string through its loop. As the wrench is pulled upward, the string unwinds rapidly, causing the wrench to spin and rise vertically, demonstrating rotational motion and tension dynamics.",
+      "camera_motion_description": "先向左转，再向右转回来"
+    },
+    {
+      "task_id": "task_0251",
+      "subset": "causal",
+      "sample_id": "a00110_01560",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "infinite_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A wooden block rests on a smooth, bright blue surface, supporting a cylindrical spool wrapped in white string. Atop the spool sits a black cap with a central metal bolt. A person's hands position a metallic wrench onto the bolt, threading a thin white string through its loop. As the wrench is pulled upward, the string unwinds rapidly, causing the wrench to spin and rise vertically, demonstrating rotational motion and tension dynamics.",
+      "camera_motion_description": "先向左转，再向右转回来"
+    },
+    {
+      "task_id": "task_0252",
+      "subset": "causal",
+      "sample_id": "a00670_01404",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "In a sunlit grassy clearing surrounded by dense green trees, a man in a gray shirt and dark pants swings a long blade at a purple foam target shaped like a humanoid figure. The target, marked with a white \"UP\" sign, splits apart upon impact, its limbs detaching and tumbling across the grass. Fragments scatter as the man follows through, lifting one severed piece before tossing it aside. The scene captures the dynamic collision, deformation, and dispersal of soft foam under force, with gravity pulling the pieces downward.",
+      "camera_motion_description": "先向右转，再向左转回来"
+    },
+    {
+      "task_id": "task_0253",
+      "subset": "causal",
+      "sample_id": "a00670_01404",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "In a sunlit grassy clearing surrounded by dense green trees, a man in a gray shirt and dark pants swings a long blade at a purple foam target shaped like a humanoid figure. The target, marked with a white \"UP\" sign, splits apart upon impact, its limbs detaching and tumbling across the grass. Fragments scatter as the man follows through, lifting one severed piece before tossing it aside. The scene captures the dynamic collision, deformation, and dispersal of soft foam under force, with gravity pulling the pieces downward.",
+      "camera_motion_description": "先向右转，再向左转回来"
+    },
+    {
+      "task_id": "task_0254",
+      "subset": "causal",
+      "sample_id": "a00670_01404",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "In a sunlit grassy clearing surrounded by dense green trees, a man in a gray shirt and dark pants swings a long blade at a purple foam target shaped like a humanoid figure. The target, marked with a white \"UP\" sign, splits apart upon impact, its limbs detaching and tumbling across the grass. Fragments scatter as the man follows through, lifting one severed piece before tossing it aside. The scene captures the dynamic collision, deformation, and dispersal of soft foam under force, with gravity pulling the pieces downward.",
+      "camera_motion_description": "先向右转，再向左转回来"
+    },
+    {
+      "task_id": "task_0255",
+      "subset": "causal",
+      "sample_id": "a00670_01404",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "In a sunlit grassy clearing surrounded by dense green trees, a man in a gray shirt and dark pants swings a long blade at a purple foam target shaped like a humanoid figure. The target, marked with a white \"UP\" sign, splits apart upon impact, its limbs detaching and tumbling across the grass. Fragments scatter as the man follows through, lifting one severed piece before tossing it aside. The scene captures the dynamic collision, deformation, and dispersal of soft foam under force, with gravity pulling the pieces downward.",
+      "camera_motion_description": "先向右转，再向左转回来"
+    },
+    {
+      "task_id": "task_0256",
+      "subset": "causal",
+      "sample_id": "a00361_00060",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A powerful waterfall cascades down a dark, rocky cliff face, its turbulent flow illuminated by scattered light reflections. A person in dark clothing descends rapidly through the falling water, arms outstretched, as they are engulfed by the torrent. The force of the water propels them downward, creating a splash upon impact with the churning pool below, where foam and spray rise from the collision.",
+      "camera_motion_description": "先向左转，再向右转回来"
+    },
+    {
+      "task_id": "task_0257",
+      "subset": "causal",
+      "sample_id": "a00361_00060",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A powerful waterfall cascades down a dark, rocky cliff face, its turbulent flow illuminated by scattered light reflections. A person in dark clothing descends rapidly through the falling water, arms outstretched, as they are engulfed by the torrent. The force of the water propels them downward, creating a splash upon impact with the churning pool below, where foam and spray rise from the collision.",
+      "camera_motion_description": "先向左转，再向右转回来"
+    },
+    {
+      "task_id": "task_0258",
+      "subset": "causal",
+      "sample_id": "a00361_00060",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A powerful waterfall cascades down a dark, rocky cliff face, its turbulent flow illuminated by scattered light reflections. A person in dark clothing descends rapidly through the falling water, arms outstretched, as they are engulfed by the torrent. The force of the water propels them downward, creating a splash upon impact with the churning pool below, where foam and spray rise from the collision.",
+      "camera_motion_description": "先向左转，再向右转回来"
+    },
+    {
+      "task_id": "task_0259",
+      "subset": "causal",
+      "sample_id": "a00361_00060",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A powerful waterfall cascades down a dark, rocky cliff face, its turbulent flow illuminated by scattered light reflections. A person in dark clothing descends rapidly through the falling water, arms outstretched, as they are engulfed by the torrent. The force of the water propels them downward, creating a splash upon impact with the churning pool below, where foam and spray rise from the collision.",
+      "camera_motion_description": "先向左转，再向右转回来"
+    },
+    {
+      "task_id": "task_0260",
+      "subset": "causal",
+      "sample_id": "a00764_02393",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A dark, viscous liquid flows vigorously into a container lined with yellow mesh, creating splashes and ripples as it mixes with the existing contents. The fluid's surface churns, revealing numerous small, wriggling eel-like creatures beneath. Wooden chopsticks rest on the edge of the container, partially submerged, while the surrounding area remains dimly lit, emphasizing the dynamic motion of the liquid and the undulating movement of the creatures within.",
+      "camera_motion_description": "先向右转，再向左转回来"
+    },
+    {
+      "task_id": "task_0261",
+      "subset": "causal",
+      "sample_id": "a00764_02393",
+      "camera_motion": "right_then_left",
+      "model_a": "matrix_game_2",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A dark, viscous liquid flows vigorously into a container lined with yellow mesh, creating splashes and ripples as it mixes with the existing contents. The fluid's surface churns, revealing numerous small, wriggling eel-like creatures beneath. Wooden chopsticks rest on the edge of the container, partially submerged, while the surrounding area remains dimly lit, emphasizing the dynamic motion of the liquid and the undulating movement of the creatures within.",
+      "camera_motion_description": "先向右转，再向左转回来"
+    },
+    {
+      "task_id": "task_0262",
+      "subset": "causal",
+      "sample_id": "a00764_02393",
+      "camera_motion": "right_then_left",
+      "model_a": "matrix_game_2",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A dark, viscous liquid flows vigorously into a container lined with yellow mesh, creating splashes and ripples as it mixes with the existing contents. The fluid's surface churns, revealing numerous small, wriggling eel-like creatures beneath. Wooden chopsticks rest on the edge of the container, partially submerged, while the surrounding area remains dimly lit, emphasizing the dynamic motion of the liquid and the undulating movement of the creatures within.",
+      "camera_motion_description": "先向右转，再向左转回来"
+    },
+    {
+      "task_id": "task_0263",
+      "subset": "causal",
+      "sample_id": "a00764_02393",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A dark, viscous liquid flows vigorously into a container lined with yellow mesh, creating splashes and ripples as it mixes with the existing contents. The fluid's surface churns, revealing numerous small, wriggling eel-like creatures beneath. Wooden chopsticks rest on the edge of the container, partially submerged, while the surrounding area remains dimly lit, emphasizing the dynamic motion of the liquid and the undulating movement of the creatures within.",
+      "camera_motion_description": "先向右转，再向左转回来"
+    },
+    {
+      "task_id": "task_0264",
+      "subset": "causal",
+      "sample_id": "a00742_01453",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "infinite_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A colorful wooden marble run structure, supported by blue and orange interlocking blocks, features a curved track with a green tree-shaped element and yellow spiral ramp. Brightly colored marbles—green, red, yellow, blue, and purple—roll along the elevated track, descending through curves and spirals, colliding gently as they navigate the path, eventually exiting onto the white surface below under consistent indoor lighting.",
+      "camera_motion_description": "先向右转，再向左转回来"
+    },
+    {
+      "task_id": "task_0265",
+      "subset": "causal",
+      "sample_id": "a00742_01453",
+      "camera_motion": "right_then_left",
+      "model_a": "matrix_game_3",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A colorful wooden marble run structure, supported by blue and orange interlocking blocks, features a curved track with a green tree-shaped element and yellow spiral ramp. Brightly colored marbles—green, red, yellow, blue, and purple—roll along the elevated track, descending through curves and spirals, colliding gently as they navigate the path, eventually exiting onto the white surface below under consistent indoor lighting.",
+      "camera_motion_description": "先向右转，再向左转回来"
+    },
+    {
+      "task_id": "task_0266",
+      "subset": "causal",
+      "sample_id": "a00742_01453",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A colorful wooden marble run structure, supported by blue and orange interlocking blocks, features a curved track with a green tree-shaped element and yellow spiral ramp. Brightly colored marbles—green, red, yellow, blue, and purple—roll along the elevated track, descending through curves and spirals, colliding gently as they navigate the path, eventually exiting onto the white surface below under consistent indoor lighting.",
+      "camera_motion_description": "先向右转，再向左转回来"
+    },
+    {
+      "task_id": "task_0267",
+      "subset": "causal",
+      "sample_id": "a00742_01453",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A colorful wooden marble run structure, supported by blue and orange interlocking blocks, features a curved track with a green tree-shaped element and yellow spiral ramp. Brightly colored marbles—green, red, yellow, blue, and purple—roll along the elevated track, descending through curves and spirals, colliding gently as they navigate the path, eventually exiting onto the white surface below under consistent indoor lighting.",
+      "camera_motion_description": "先向右转，再向左转回来"
+    },
+    {
+      "task_id": "task_0268",
+      "subset": "causal",
+      "sample_id": "a00464_00063",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A bulldozer moves forward across a construction site, its blade pushing and compacting loose brown soil into a rising mound. The terrain is uneven, marked by tire tracks and scattered rocks, with concrete curbs lining the perimeter. In the background, a yellow excavator sits idle near a building under construction. As the dozer advances, soil clumps shift and settle under pressure, demonstrating friction and gravity's influence on granular material.",
+      "camera_motion_description": "先向左转，再向右转回来"
+    },
+    {
+      "task_id": "task_0269",
+      "subset": "causal",
+      "sample_id": "a00464_00063",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A bulldozer moves forward across a construction site, its blade pushing and compacting loose brown soil into a rising mound. The terrain is uneven, marked by tire tracks and scattered rocks, with concrete curbs lining the perimeter. In the background, a yellow excavator sits idle near a building under construction. As the dozer advances, soil clumps shift and settle under pressure, demonstrating friction and gravity's influence on granular material.",
+      "camera_motion_description": "先向左转，再向右转回来"
+    },
+    {
+      "task_id": "task_0270",
+      "subset": "causal",
+      "sample_id": "a00464_00063",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A bulldozer moves forward across a construction site, its blade pushing and compacting loose brown soil into a rising mound. The terrain is uneven, marked by tire tracks and scattered rocks, with concrete curbs lining the perimeter. In the background, a yellow excavator sits idle near a building under construction. As the dozer advances, soil clumps shift and settle under pressure, demonstrating friction and gravity's influence on granular material.",
+      "camera_motion_description": "先向左转，再向右转回来"
+    },
+    {
+      "task_id": "task_0271",
+      "subset": "causal",
+      "sample_id": "a00464_00063",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A bulldozer moves forward across a construction site, its blade pushing and compacting loose brown soil into a rising mound. The terrain is uneven, marked by tire tracks and scattered rocks, with concrete curbs lining the perimeter. In the background, a yellow excavator sits idle near a building under construction. As the dozer advances, soil clumps shift and settle under pressure, demonstrating friction and gravity's influence on granular material.",
+      "camera_motion_description": "先向左转，再向右转回来"
+    },
+    {
+      "task_id": "task_0272",
+      "subset": "causal",
+      "sample_id": "a00685_00148",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "In a kitchen setting with soft ambient lighting, a hand holds a glass jar filled with a cloudy liquid, positioned near an empty mason jar on a wooden surface. A red sponge is placed atop the first jar using tongs, then removed as the jar is tilted to pour the liquid into the second jar. The fluid flows smoothly, creating gentle ripples and a slight splash upon impact, while the background reveals blurred kitchen elements like appliances and containers.",
+      "camera_motion_description": "先向右转，再向左转回来"
+    },
+    {
+      "task_id": "task_0273",
+      "subset": "causal",
+      "sample_id": "a00685_00148",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "In a kitchen setting with soft ambient lighting, a hand holds a glass jar filled with a cloudy liquid, positioned near an empty mason jar on a wooden surface. A red sponge is placed atop the first jar using tongs, then removed as the jar is tilted to pour the liquid into the second jar. The fluid flows smoothly, creating gentle ripples and a slight splash upon impact, while the background reveals blurred kitchen elements like appliances and containers.",
+      "camera_motion_description": "先向右转，再向左转回来"
+    },
+    {
+      "task_id": "task_0274",
+      "subset": "causal",
+      "sample_id": "a00685_00148",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "In a kitchen setting with soft ambient lighting, a hand holds a glass jar filled with a cloudy liquid, positioned near an empty mason jar on a wooden surface. A red sponge is placed atop the first jar using tongs, then removed as the jar is tilted to pour the liquid into the second jar. The fluid flows smoothly, creating gentle ripples and a slight splash upon impact, while the background reveals blurred kitchen elements like appliances and containers.",
+      "camera_motion_description": "先向右转，再向左转回来"
+    },
+    {
+      "task_id": "task_0275",
+      "subset": "causal",
+      "sample_id": "a00685_00148",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "In a kitchen setting with soft ambient lighting, a hand holds a glass jar filled with a cloudy liquid, positioned near an empty mason jar on a wooden surface. A red sponge is placed atop the first jar using tongs, then removed as the jar is tilted to pour the liquid into the second jar. The fluid flows smoothly, creating gentle ripples and a slight splash upon impact, while the background reveals blurred kitchen elements like appliances and containers.",
+      "camera_motion_description": "先向右转，再向左转回来"
+    },
+    {
+      "task_id": "task_0276",
+      "subset": "causal",
+      "sample_id": "a00208_01445",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A yellow toy dump truck with large black tires and yellow rims is positioned on a sandy surface, its bed raised to unload a pile of dark brown soil. The soil tumbles forward in a controlled cascade, forming a small mound as it falls onto the ground. The surrounding environment includes a larger sand dune, sparse green tufts of grass, and a white wall in the background. The truck’s movement is steady, and the soil flows smoothly under gravity, demonstrating the effects of weight and friction as it settles into the terrain.",
+      "camera_motion_description": "先向左转，再向右转回来"
+    },
+    {
+      "task_id": "task_0277",
+      "subset": "causal",
+      "sample_id": "a00208_01445",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_2",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A yellow toy dump truck with large black tires and yellow rims is positioned on a sandy surface, its bed raised to unload a pile of dark brown soil. The soil tumbles forward in a controlled cascade, forming a small mound as it falls onto the ground. The surrounding environment includes a larger sand dune, sparse green tufts of grass, and a white wall in the background. The truck’s movement is steady, and the soil flows smoothly under gravity, demonstrating the effects of weight and friction as it settles into the terrain.",
+      "camera_motion_description": "先向左转，再向右转回来"
+    },
+    {
+      "task_id": "task_0278",
+      "subset": "causal",
+      "sample_id": "a00208_01445",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_2",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A yellow toy dump truck with large black tires and yellow rims is positioned on a sandy surface, its bed raised to unload a pile of dark brown soil. The soil tumbles forward in a controlled cascade, forming a small mound as it falls onto the ground. The surrounding environment includes a larger sand dune, sparse green tufts of grass, and a white wall in the background. The truck’s movement is steady, and the soil flows smoothly under gravity, demonstrating the effects of weight and friction as it settles into the terrain.",
+      "camera_motion_description": "先向左转，再向右转回来"
+    },
+    {
+      "task_id": "task_0279",
+      "subset": "causal",
+      "sample_id": "a00208_01445",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_3",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A yellow toy dump truck with large black tires and yellow rims is positioned on a sandy surface, its bed raised to unload a pile of dark brown soil. The soil tumbles forward in a controlled cascade, forming a small mound as it falls onto the ground. The surrounding environment includes a larger sand dune, sparse green tufts of grass, and a white wall in the background. The truck’s movement is steady, and the soil flows smoothly under gravity, demonstrating the effects of weight and friction as it settles into the terrain.",
+      "camera_motion_description": "先向左转，再向右转回来"
+    }
+  ],
+  "quality_control_tasks": [
+    {
+      "task_id": "qc_task_0160",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "is_quality_control": true
+    },
+    {
+      "task_id": "qc_task_0122",
+      "subset": "object",
+      "sample_id": "sample_272_f1ea4671",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓是否保持一致？哪个更好？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质是否保持一致？哪个更好？"
+      },
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/",
+      "is_quality_control": true
+    },
+    {
+      "task_id": "qc_task_0135",
+      "subset": "object",
+      "sample_id": "sample_209_b7a80278",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓是否保持一致？哪个更好？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质是否保持一致？哪个更好？"
+      },
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/",
+      "is_quality_control": true
+    },
+    {
+      "task_id": "qc_task_0202",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "is_quality_control": true
+    },
+    {
+      "task_id": "qc_task_0067",
+      "subset": "environment",
+      "sample_id": "sample_230_f55277fe",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      },
+      "is_quality_control": true
+    },
+    {
+      "task_id": "qc_task_0153",
+      "subset": "object",
+      "sample_id": "sample_103_74c54180",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓是否保持一致？哪个更好？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质是否保持一致？哪个更好？"
+      },
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/",
+      "is_quality_control": true
+    },
+    {
+      "task_id": "qc_task_0234",
+      "subset": "causal",
+      "sample_id": "a00606_01009",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "infinite_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A wooden marble run structure is set up on a white textured surface, supported by red Coca-Cola cans. The track consists of light-colored wooden rails with grooves, arranged in a zigzag pattern. Colored marbles—yellow, red, and blue—roll down the tracks, navigating curves and slopes. Gravity drives their motion, causing collisions and momentum transfer as they descend. The marbles follow the path smoothly, demonstrating rolling friction and inertial movement along the elevated wooden rails.",
+      "camera_motion_description": "先向右转，再向左转回来",
+      "is_quality_control": true
+    },
+    {
+      "task_id": "qc_task_0161",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "is_quality_control": true
+    },
+    {
+      "task_id": "qc_task_0037",
+      "subset": "environment",
+      "sample_id": "sample_049_dccd53de",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      },
+      "is_quality_control": true
+    },
+    {
+      "task_id": "qc_task_0004",
+      "subset": "environment",
+      "sample_id": "sample_247_b0456067",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      },
+      "is_quality_control": true
+    },
+    {
+      "task_id": "qc_task_0051",
+      "subset": "environment",
+      "sample_id": "sample_262_10a2b882",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "viewpoint": "相机转回来后，视角是否恢复到了合理的位置？哪个视频的视角还原更自然？",
+        "layout": "场景中物体的空间布局（位置关系、远近大小）在相机转回来后是否一致？哪个更好？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）是否保持一致？哪个更好？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）是否保持一致？哪个更好？"
+      },
+      "is_quality_control": true
+    },
+    {
+      "task_id": "qc_task_0275",
+      "subset": "causal",
+      "sample_id": "a00685_00148",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "In a kitchen setting with soft ambient lighting, a hand holds a glass jar filled with a cloudy liquid, positioned near an empty mason jar on a wooden surface. A red sponge is placed atop the first jar using tongs, then removed as the jar is tilted to pour the liquid into the second jar. The fluid flows smoothly, creating gentle ripples and a slight splash upon impact, while the background reveals blurred kitchen elements like appliances and containers.",
+      "camera_motion_description": "先向右转，再向左转回来",
+      "is_quality_control": true
+    },
+    {
+      "task_id": "qc_task_0109",
+      "subset": "object",
+      "sample_id": "sample_008_93bb110c",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "yume",
+      "dimensions": [
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓是否保持一致？哪个更好？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质是否保持一致？哪个更好？"
+      },
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/",
+      "is_quality_control": true
+    },
+    {
+      "task_id": "qc_task_0259",
+      "subset": "causal",
+      "sample_id": "a00361_00060",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物体？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "根据文字描述，场景中应该发生某种物理变化过程。哪个视频中这个变化过程更明显/更完整？",
+        "physical_plausibility": "哪个视频中物理现象（碾压/流体/弹性变形等）的表现更符合真实物理规律？"
+      },
+      "caption": "A powerful waterfall cascades down a dark, rocky cliff face, its turbulent flow illuminated by scattered light reflections. A person in dark clothing descends rapidly through the falling water, arms outstretched, as they are engulfed by the torrent. The force of the water propels them downward, creating a splash upon impact with the churning pool below, where foam and spray rise from the collision.",
+      "camera_motion_description": "先向左转，再向右转回来",
+      "is_quality_control": true
+    }
+  ],
+  "annotator_assignments": {
+    "annotator_00": [
+      "task_0197",
+      "task_0266",
+      "task_0151",
+      "task_0260",
+      "task_0022",
+      "task_0154",
+      "task_0001",
+      "task_0047",
+      "task_0134",
+      "task_0100",
+      "task_0139",
+      "task_0066",
+      "task_0048",
+      "task_0034",
+      "task_0187",
+      "task_0086",
+      "task_0120",
+      "task_0170",
+      "task_0059",
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+      "task_0014",
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+      "task_0125",
+      "task_0107",
+      "task_0232",
+      "task_0040",
+      "task_0035"
+    ]
+  }
+}
\ No newline at end of file
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diff --git a/MBench-A/yume/Human/mem_openhumanvid_04d78dbd04b80da31ab5534936f52686a7ffa2af9997c7999496ef4aae1dbf41/forward_backward_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_04d78dbd04b80da31ab5534936f52686a7ffa2af9997c7999496ef4aae1dbf41/forward_backward_caption.txt
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+
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+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).A man and a woman walk through a narrow, overgrown alleyway between weathered concrete walls, with sunlight filtering through overhead foliage. The man, wearing a white and pink jacket, black pants, glasses, and a backpack, leads slightly ahead before stopping to face the woman. She wears a black leather jacket, dark pants, and carries a shoulder bag. They pause, turn toward each other, and engage in conversation, their expressions serious as they stand in the quiet, shadowed passage.
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+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).A man and a woman walk through a narrow, overgrown alleyway between weathered concrete walls, with sunlight filtering through overhead foliage. The man, wearing a white and pink jacket, black pants, glasses, and a backpack, leads slightly ahead before stopping to face the woman. She wears a black leather jacket, dark pants, and carries a shoulder bag. They pause, turn toward each other, and engage in conversation, their expressions serious as they stand in the quiet, shadowed passage.
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+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).A man and a woman walk through a narrow, overgrown alleyway between weathered concrete walls, with sunlight filtering through overhead foliage. The man, wearing a white and pink jacket, black pants, glasses, and a backpack, leads slightly ahead before stopping to face the woman. She wears a black leather jacket, dark pants, and carries a shoulder bag. They pause, turn toward each other, and engage in conversation, their expressions serious as they stand in the quiet, shadowed passage.
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diff --git a/MBench-A/yume/Human/mem_openhumanvid_04d78dbd04b80da31ab5534936f52686a7ffa2af9997c7999496ef4aae1dbf41/right_then_left.mp4 b/MBench-A/yume/Human/mem_openhumanvid_04d78dbd04b80da31ab5534936f52686a7ffa2af9997c7999496ef4aae1dbf41/right_then_left.mp4
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+
+Segment 2:
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+Segment 3:
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+Segment 4:
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+
+Segment 2:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).A man with dark, curly hair and a trimmed beard sits in a dimly lit room, his profile illuminated by soft, natural light filtering through a window. He wears a beige sweater over a striped collared shirt. The background features a rough, textured wall with faint shadows and a blurred object resembling a pipe or rod. He remains still, gazing intently to the right, his expression thoughtful and contemplative as subtle shifts in lighting accentuate his features.
+
+Segment 3:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).A man with dark, curly hair and a trimmed beard sits in a dimly lit room, his profile illuminated by soft, natural light filtering through a window. He wears a beige sweater over a striped collared shirt. The background features a rough, textured wall with faint shadows and a blurred object resembling a pipe or rod. He remains still, gazing intently to the right, his expression thoughtful and contemplative as subtle shifts in lighting accentuate his features.
+
+Segment 4:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).A man with dark, curly hair and a trimmed beard sits in a dimly lit room, his profile illuminated by soft, natural light filtering through a window. He wears a beige sweater over a striped collared shirt. The background features a rough, textured wall with faint shadows and a blurred object resembling a pipe or rod. He remains still, gazing intently to the right, his expression thoughtful and contemplative as subtle shifts in lighting accentuate his features.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_079f6efe68b1fb34517ef78bbb7e0bb066477fc1f5eae5cdbcc9b14ba023e2b7/left_then_right.mp4 b/MBench-A/yume/Human/mem_openhumanvid_079f6efe68b1fb34517ef78bbb7e0bb066477fc1f5eae5cdbcc9b14ba023e2b7/left_then_right.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..ee8ed610b1d73cf3df30932176e54ff44a781699
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_079f6efe68b1fb34517ef78bbb7e0bb066477fc1f5eae5cdbcc9b14ba023e2b7/left_then_right.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1c3a527b55a05204ee5a1d5256a8c8e1c565f02667d6e997128ae123a3510564
+size 1081929
diff --git a/MBench-A/yume/Human/mem_openhumanvid_079f6efe68b1fb34517ef78bbb7e0bb066477fc1f5eae5cdbcc9b14ba023e2b7/left_then_right_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_079f6efe68b1fb34517ef78bbb7e0bb066477fc1f5eae5cdbcc9b14ba023e2b7/left_then_right_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4cfd13ddda4596e1f6e0eebd13242acb24707447
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_079f6efe68b1fb34517ef78bbb7e0bb066477fc1f5eae5cdbcc9b14ba023e2b7/left_then_right_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A man with dark, curly hair and a trimmed beard sits in a dimly lit room, his profile illuminated by soft, natural light filtering through a window. He wears a beige sweater over a striped collared shirt. The background features a rough, textured wall with faint shadows and a blurred object resembling a pipe or rod. He remains still, gazing intently to the right, his expression thoughtful and contemplative as subtle shifts in lighting accentuate his features.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A man with dark, curly hair and a trimmed beard sits in a dimly lit room, his profile illuminated by soft, natural light filtering through a window. He wears a beige sweater over a striped collared shirt. The background features a rough, textured wall with faint shadows and a blurred object resembling a pipe or rod. He remains still, gazing intently to the right, his expression thoughtful and contemplative as subtle shifts in lighting accentuate his features.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A man with dark, curly hair and a trimmed beard sits in a dimly lit room, his profile illuminated by soft, natural light filtering through a window. He wears a beige sweater over a striped collared shirt. The background features a rough, textured wall with faint shadows and a blurred object resembling a pipe or rod. He remains still, gazing intently to the right, his expression thoughtful and contemplative as subtle shifts in lighting accentuate his features.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A man with dark, curly hair and a trimmed beard sits in a dimly lit room, his profile illuminated by soft, natural light filtering through a window. He wears a beige sweater over a striped collared shirt. The background features a rough, textured wall with faint shadows and a blurred object resembling a pipe or rod. He remains still, gazing intently to the right, his expression thoughtful and contemplative as subtle shifts in lighting accentuate his features.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A man with dark, curly hair and a trimmed beard sits in a dimly lit room, his profile illuminated by soft, natural light filtering through a window. He wears a beige sweater over a striped collared shirt. The background features a rough, textured wall with faint shadows and a blurred object resembling a pipe or rod. He remains still, gazing intently to the right, his expression thoughtful and contemplative as subtle shifts in lighting accentuate his features.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_079f6efe68b1fb34517ef78bbb7e0bb066477fc1f5eae5cdbcc9b14ba023e2b7/right_then_left.mp4 b/MBench-A/yume/Human/mem_openhumanvid_079f6efe68b1fb34517ef78bbb7e0bb066477fc1f5eae5cdbcc9b14ba023e2b7/right_then_left.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..c338481cb62fdb69317b47ee8236b13d0a858e22
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_079f6efe68b1fb34517ef78bbb7e0bb066477fc1f5eae5cdbcc9b14ba023e2b7/right_then_left.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:25c32be2fd93347e4c00e2cabfe808c13116c599c5fb53d5f3f4f5060964d68e
+size 905284
diff --git a/MBench-A/yume/Human/mem_openhumanvid_079f6efe68b1fb34517ef78bbb7e0bb066477fc1f5eae5cdbcc9b14ba023e2b7/right_then_left_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_079f6efe68b1fb34517ef78bbb7e0bb066477fc1f5eae5cdbcc9b14ba023e2b7/right_then_left_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..800c0557de3726acc6e62ea5f429def8815df1c2
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_079f6efe68b1fb34517ef78bbb7e0bb066477fc1f5eae5cdbcc9b14ba023e2b7/right_then_left_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A man with dark, curly hair and a trimmed beard sits in a dimly lit room, his profile illuminated by soft, natural light filtering through a window. He wears a beige sweater over a striped collared shirt. The background features a rough, textured wall with faint shadows and a blurred object resembling a pipe or rod. He remains still, gazing intently to the right, his expression thoughtful and contemplative as subtle shifts in lighting accentuate his features.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A man with dark, curly hair and a trimmed beard sits in a dimly lit room, his profile illuminated by soft, natural light filtering through a window. He wears a beige sweater over a striped collared shirt. The background features a rough, textured wall with faint shadows and a blurred object resembling a pipe or rod. He remains still, gazing intently to the right, his expression thoughtful and contemplative as subtle shifts in lighting accentuate his features.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A man with dark, curly hair and a trimmed beard sits in a dimly lit room, his profile illuminated by soft, natural light filtering through a window. He wears a beige sweater over a striped collared shirt. The background features a rough, textured wall with faint shadows and a blurred object resembling a pipe or rod. He remains still, gazing intently to the right, his expression thoughtful and contemplative as subtle shifts in lighting accentuate his features.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A man with dark, curly hair and a trimmed beard sits in a dimly lit room, his profile illuminated by soft, natural light filtering through a window. He wears a beige sweater over a striped collared shirt. The background features a rough, textured wall with faint shadows and a blurred object resembling a pipe or rod. He remains still, gazing intently to the right, his expression thoughtful and contemplative as subtle shifts in lighting accentuate his features.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A man with dark, curly hair and a trimmed beard sits in a dimly lit room, his profile illuminated by soft, natural light filtering through a window. He wears a beige sweater over a striped collared shirt. The background features a rough, textured wall with faint shadows and a blurred object resembling a pipe or rod. He remains still, gazing intently to the right, his expression thoughtful and contemplative as subtle shifts in lighting accentuate his features.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_123bf0e9ebe6b06efc7a9d81637b6990353e5fc637a15463577b0567bdaad0fd/forward_backward.mp4 b/MBench-A/yume/Human/mem_openhumanvid_123bf0e9ebe6b06efc7a9d81637b6990353e5fc637a15463577b0567bdaad0fd/forward_backward.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..39e646c85276b4cabdbbe8dbf3c85ce4be8c2478
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_123bf0e9ebe6b06efc7a9d81637b6990353e5fc637a15463577b0567bdaad0fd/forward_backward.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cb306a02bebd4e89bd5ad77969dcb6a5d4fa07f82b715ac1f5c54dc9ce9e4ebf
+size 2060518
diff --git a/MBench-A/yume/Human/mem_openhumanvid_123bf0e9ebe6b06efc7a9d81637b6990353e5fc637a15463577b0567bdaad0fd/forward_backward_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_123bf0e9ebe6b06efc7a9d81637b6990353e5fc637a15463577b0567bdaad0fd/forward_backward_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ebccba30278cceaafa865b167876433c17aadb79
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_123bf0e9ebe6b06efc7a9d81637b6990353e5fc637a15463577b0567bdaad0fd/forward_backward_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In a bustling ancient Chinese marketplace, three men in traditional robes walk and converse amid a lively crowd. The central figure, dressed in white with gray accents, holds and eats a large pastry while flanked by two companions—one in blue-gray robes and the other in teal and maroon. They move through narrow streets lined with wooden stalls, where vendors sell goods and steam rises from food stands. The scene is bathed in warm daylight, with people in period attire walking or browsing, creating a vivid, dynamic atmosphere.
+
+Segment 1:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In a bustling ancient Chinese marketplace, three men in traditional robes walk and converse amid a lively crowd. The central figure, dressed in white with gray accents, holds and eats a large pastry while flanked by two companions—one in blue-gray robes and the other in teal and maroon. They move through narrow streets lined with wooden stalls, where vendors sell goods and steam rises from food stands. The scene is bathed in warm daylight, with people in period attire walking or browsing, creating a vivid, dynamic atmosphere.
+
+Segment 2:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In a bustling ancient Chinese marketplace, three men in traditional robes walk and converse amid a lively crowd. The central figure, dressed in white with gray accents, holds and eats a large pastry while flanked by two companions—one in blue-gray robes and the other in teal and maroon. They move through narrow streets lined with wooden stalls, where vendors sell goods and steam rises from food stands. The scene is bathed in warm daylight, with people in period attire walking or browsing, creating a vivid, dynamic atmosphere.
+
+Segment 3:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).In a bustling ancient Chinese marketplace, three men in traditional robes walk and converse amid a lively crowd. The central figure, dressed in white with gray accents, holds and eats a large pastry while flanked by two companions—one in blue-gray robes and the other in teal and maroon. They move through narrow streets lined with wooden stalls, where vendors sell goods and steam rises from food stands. The scene is bathed in warm daylight, with people in period attire walking or browsing, creating a vivid, dynamic atmosphere.
+
+Segment 4:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).In a bustling ancient Chinese marketplace, three men in traditional robes walk and converse amid a lively crowd. The central figure, dressed in white with gray accents, holds and eats a large pastry while flanked by two companions—one in blue-gray robes and the other in teal and maroon. They move through narrow streets lined with wooden stalls, where vendors sell goods and steam rises from food stands. The scene is bathed in warm daylight, with people in period attire walking or browsing, creating a vivid, dynamic atmosphere.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_123bf0e9ebe6b06efc7a9d81637b6990353e5fc637a15463577b0567bdaad0fd/left_then_right.mp4 b/MBench-A/yume/Human/mem_openhumanvid_123bf0e9ebe6b06efc7a9d81637b6990353e5fc637a15463577b0567bdaad0fd/left_then_right.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..38906997d9ff69473319706cd62ad375c89d2d0f
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_123bf0e9ebe6b06efc7a9d81637b6990353e5fc637a15463577b0567bdaad0fd/left_then_right.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:995c35f9524f74dafb48bd6939904f730d8257b009305e76fa9b8bc02100bb23
+size 1997196
diff --git a/MBench-A/yume/Human/mem_openhumanvid_123bf0e9ebe6b06efc7a9d81637b6990353e5fc637a15463577b0567bdaad0fd/left_then_right_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_123bf0e9ebe6b06efc7a9d81637b6990353e5fc637a15463577b0567bdaad0fd/left_then_right_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..322877e84280c409a42ecfbc82ea9b98de1041c8
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_123bf0e9ebe6b06efc7a9d81637b6990353e5fc637a15463577b0567bdaad0fd/left_then_right_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a bustling ancient Chinese marketplace, three men in traditional robes walk and converse amid a lively crowd. The central figure, dressed in white with gray accents, holds and eats a large pastry while flanked by two companions—one in blue-gray robes and the other in teal and maroon. They move through narrow streets lined with wooden stalls, where vendors sell goods and steam rises from food stands. The scene is bathed in warm daylight, with people in period attire walking or browsing, creating a vivid, dynamic atmosphere.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a bustling ancient Chinese marketplace, three men in traditional robes walk and converse amid a lively crowd. The central figure, dressed in white with gray accents, holds and eats a large pastry while flanked by two companions—one in blue-gray robes and the other in teal and maroon. They move through narrow streets lined with wooden stalls, where vendors sell goods and steam rises from food stands. The scene is bathed in warm daylight, with people in period attire walking or browsing, creating a vivid, dynamic atmosphere.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a bustling ancient Chinese marketplace, three men in traditional robes walk and converse amid a lively crowd. The central figure, dressed in white with gray accents, holds and eats a large pastry while flanked by two companions—one in blue-gray robes and the other in teal and maroon. They move through narrow streets lined with wooden stalls, where vendors sell goods and steam rises from food stands. The scene is bathed in warm daylight, with people in period attire walking or browsing, creating a vivid, dynamic atmosphere.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a bustling ancient Chinese marketplace, three men in traditional robes walk and converse amid a lively crowd. The central figure, dressed in white with gray accents, holds and eats a large pastry while flanked by two companions—one in blue-gray robes and the other in teal and maroon. They move through narrow streets lined with wooden stalls, where vendors sell goods and steam rises from food stands. The scene is bathed in warm daylight, with people in period attire walking or browsing, creating a vivid, dynamic atmosphere.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a bustling ancient Chinese marketplace, three men in traditional robes walk and converse amid a lively crowd. The central figure, dressed in white with gray accents, holds and eats a large pastry while flanked by two companions—one in blue-gray robes and the other in teal and maroon. They move through narrow streets lined with wooden stalls, where vendors sell goods and steam rises from food stands. The scene is bathed in warm daylight, with people in period attire walking or browsing, creating a vivid, dynamic atmosphere.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_123bf0e9ebe6b06efc7a9d81637b6990353e5fc637a15463577b0567bdaad0fd/right_then_left.mp4 b/MBench-A/yume/Human/mem_openhumanvid_123bf0e9ebe6b06efc7a9d81637b6990353e5fc637a15463577b0567bdaad0fd/right_then_left.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..b619fb97132574c86bab054820edc0948dc006d5
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_123bf0e9ebe6b06efc7a9d81637b6990353e5fc637a15463577b0567bdaad0fd/right_then_left.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:49c30155f29e67b122c873335e3431f2957eaf127ecf35db9d68a6e43f531a1c
+size 2065503
diff --git a/MBench-A/yume/Human/mem_openhumanvid_123bf0e9ebe6b06efc7a9d81637b6990353e5fc637a15463577b0567bdaad0fd/right_then_left_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_123bf0e9ebe6b06efc7a9d81637b6990353e5fc637a15463577b0567bdaad0fd/right_then_left_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ceb9057a9c4eb0909f16c0b26400ca61ec73f2c0
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_123bf0e9ebe6b06efc7a9d81637b6990353e5fc637a15463577b0567bdaad0fd/right_then_left_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a bustling ancient Chinese marketplace, three men in traditional robes walk and converse amid a lively crowd. The central figure, dressed in white with gray accents, holds and eats a large pastry while flanked by two companions—one in blue-gray robes and the other in teal and maroon. They move through narrow streets lined with wooden stalls, where vendors sell goods and steam rises from food stands. The scene is bathed in warm daylight, with people in period attire walking or browsing, creating a vivid, dynamic atmosphere.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a bustling ancient Chinese marketplace, three men in traditional robes walk and converse amid a lively crowd. The central figure, dressed in white with gray accents, holds and eats a large pastry while flanked by two companions—one in blue-gray robes and the other in teal and maroon. They move through narrow streets lined with wooden stalls, where vendors sell goods and steam rises from food stands. The scene is bathed in warm daylight, with people in period attire walking or browsing, creating a vivid, dynamic atmosphere.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a bustling ancient Chinese marketplace, three men in traditional robes walk and converse amid a lively crowd. The central figure, dressed in white with gray accents, holds and eats a large pastry while flanked by two companions—one in blue-gray robes and the other in teal and maroon. They move through narrow streets lined with wooden stalls, where vendors sell goods and steam rises from food stands. The scene is bathed in warm daylight, with people in period attire walking or browsing, creating a vivid, dynamic atmosphere.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a bustling ancient Chinese marketplace, three men in traditional robes walk and converse amid a lively crowd. The central figure, dressed in white with gray accents, holds and eats a large pastry while flanked by two companions—one in blue-gray robes and the other in teal and maroon. They move through narrow streets lined with wooden stalls, where vendors sell goods and steam rises from food stands. The scene is bathed in warm daylight, with people in period attire walking or browsing, creating a vivid, dynamic atmosphere.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a bustling ancient Chinese marketplace, three men in traditional robes walk and converse amid a lively crowd. The central figure, dressed in white with gray accents, holds and eats a large pastry while flanked by two companions—one in blue-gray robes and the other in teal and maroon. They move through narrow streets lined with wooden stalls, where vendors sell goods and steam rises from food stands. The scene is bathed in warm daylight, with people in period attire walking or browsing, creating a vivid, dynamic atmosphere.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d/forward_backward.mp4 b/MBench-A/yume/Human/mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d/forward_backward.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..4b89fa81071dc512b13d3e472a5cd8b9d763d73b
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d/forward_backward.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:788e4b75ad697da1c93490ede6c9df7bc5c7dfe8ee8c2a438842f803cf1a7b48
+size 1351862
diff --git a/MBench-A/yume/Human/mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d/forward_backward_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d/forward_backward_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7a700cca1744439b274bb8b34c28d99d25899444
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d/forward_backward_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).Two men walk side by side along a dimly lit alley at night, flanked by a bamboo fence and a building with glowing wall lamps. The man on the left wears a dark coat over a white shirt and vest, while the man on the right dons a black leather jacket. They converse as they move forward, occasionally glancing at each other; the man in the coat touches his nose briefly. Their expressions are serious, suggesting a tense or urgent discussion. The atmosphere is quiet and shadowy, with soft ambient lighting casting subtle highlights on their faces and surroundings.
+
+Segment 1:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).Two men walk side by side along a dimly lit alley at night, flanked by a bamboo fence and a building with glowing wall lamps. The man on the left wears a dark coat over a white shirt and vest, while the man on the right dons a black leather jacket. They converse as they move forward, occasionally glancing at each other; the man in the coat touches his nose briefly. Their expressions are serious, suggesting a tense or urgent discussion. The atmosphere is quiet and shadowy, with soft ambient lighting casting subtle highlights on their faces and surroundings.
+
+Segment 2:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).Two men walk side by side along a dimly lit alley at night, flanked by a bamboo fence and a building with glowing wall lamps. The man on the left wears a dark coat over a white shirt and vest, while the man on the right dons a black leather jacket. They converse as they move forward, occasionally glancing at each other; the man in the coat touches his nose briefly. Their expressions are serious, suggesting a tense or urgent discussion. The atmosphere is quiet and shadowy, with soft ambient lighting casting subtle highlights on their faces and surroundings.
+
+Segment 3:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).Two men walk side by side along a dimly lit alley at night, flanked by a bamboo fence and a building with glowing wall lamps. The man on the left wears a dark coat over a white shirt and vest, while the man on the right dons a black leather jacket. They converse as they move forward, occasionally glancing at each other; the man in the coat touches his nose briefly. Their expressions are serious, suggesting a tense or urgent discussion. The atmosphere is quiet and shadowy, with soft ambient lighting casting subtle highlights on their faces and surroundings.
+
+Segment 4:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).Two men walk side by side along a dimly lit alley at night, flanked by a bamboo fence and a building with glowing wall lamps. The man on the left wears a dark coat over a white shirt and vest, while the man on the right dons a black leather jacket. They converse as they move forward, occasionally glancing at each other; the man in the coat touches his nose briefly. Their expressions are serious, suggesting a tense or urgent discussion. The atmosphere is quiet and shadowy, with soft ambient lighting casting subtle highlights on their faces and surroundings.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d/left_then_right.mp4 b/MBench-A/yume/Human/mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d/left_then_right.mp4
new file mode 100644
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+++ b/MBench-A/yume/Human/mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d/left_then_right.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3d67c62ba8cb6309401ce473a9c7184848b708b072ab290734c376a01066c550
+size 1338305
diff --git a/MBench-A/yume/Human/mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d/left_then_right_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d/left_then_right_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..990cec41b2a3392248b91ff4792302e862447931
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+++ b/MBench-A/yume/Human/mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d/left_then_right_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).Two men walk side by side along a dimly lit alley at night, flanked by a bamboo fence and a building with glowing wall lamps. The man on the left wears a dark coat over a white shirt and vest, while the man on the right dons a black leather jacket. They converse as they move forward, occasionally glancing at each other; the man in the coat touches his nose briefly. Their expressions are serious, suggesting a tense or urgent discussion. The atmosphere is quiet and shadowy, with soft ambient lighting casting subtle highlights on their faces and surroundings.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).Two men walk side by side along a dimly lit alley at night, flanked by a bamboo fence and a building with glowing wall lamps. The man on the left wears a dark coat over a white shirt and vest, while the man on the right dons a black leather jacket. They converse as they move forward, occasionally glancing at each other; the man in the coat touches his nose briefly. Their expressions are serious, suggesting a tense or urgent discussion. The atmosphere is quiet and shadowy, with soft ambient lighting casting subtle highlights on their faces and surroundings.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).Two men walk side by side along a dimly lit alley at night, flanked by a bamboo fence and a building with glowing wall lamps. The man on the left wears a dark coat over a white shirt and vest, while the man on the right dons a black leather jacket. They converse as they move forward, occasionally glancing at each other; the man in the coat touches his nose briefly. Their expressions are serious, suggesting a tense or urgent discussion. The atmosphere is quiet and shadowy, with soft ambient lighting casting subtle highlights on their faces and surroundings.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).Two men walk side by side along a dimly lit alley at night, flanked by a bamboo fence and a building with glowing wall lamps. The man on the left wears a dark coat over a white shirt and vest, while the man on the right dons a black leather jacket. They converse as they move forward, occasionally glancing at each other; the man in the coat touches his nose briefly. Their expressions are serious, suggesting a tense or urgent discussion. The atmosphere is quiet and shadowy, with soft ambient lighting casting subtle highlights on their faces and surroundings.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).Two men walk side by side along a dimly lit alley at night, flanked by a bamboo fence and a building with glowing wall lamps. The man on the left wears a dark coat over a white shirt and vest, while the man on the right dons a black leather jacket. They converse as they move forward, occasionally glancing at each other; the man in the coat touches his nose briefly. Their expressions are serious, suggesting a tense or urgent discussion. The atmosphere is quiet and shadowy, with soft ambient lighting casting subtle highlights on their faces and surroundings.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d/right_then_left.mp4 b/MBench-A/yume/Human/mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d/right_then_left.mp4
new file mode 100644
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+++ b/MBench-A/yume/Human/mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d/right_then_left.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9960a75fde7e2595b598d6040c80adc3f951f10bde631868a55c7a653f67647f
+size 1207753
diff --git a/MBench-A/yume/Human/mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d/right_then_left_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d/right_then_left_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..894da36bc232820c831a2ecde2105dc2e1ac457c
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+++ b/MBench-A/yume/Human/mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d/right_then_left_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).Two men walk side by side along a dimly lit alley at night, flanked by a bamboo fence and a building with glowing wall lamps. The man on the left wears a dark coat over a white shirt and vest, while the man on the right dons a black leather jacket. They converse as they move forward, occasionally glancing at each other; the man in the coat touches his nose briefly. Their expressions are serious, suggesting a tense or urgent discussion. The atmosphere is quiet and shadowy, with soft ambient lighting casting subtle highlights on their faces and surroundings.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).Two men walk side by side along a dimly lit alley at night, flanked by a bamboo fence and a building with glowing wall lamps. The man on the left wears a dark coat over a white shirt and vest, while the man on the right dons a black leather jacket. They converse as they move forward, occasionally glancing at each other; the man in the coat touches his nose briefly. Their expressions are serious, suggesting a tense or urgent discussion. The atmosphere is quiet and shadowy, with soft ambient lighting casting subtle highlights on their faces and surroundings.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).Two men walk side by side along a dimly lit alley at night, flanked by a bamboo fence and a building with glowing wall lamps. The man on the left wears a dark coat over a white shirt and vest, while the man on the right dons a black leather jacket. They converse as they move forward, occasionally glancing at each other; the man in the coat touches his nose briefly. Their expressions are serious, suggesting a tense or urgent discussion. The atmosphere is quiet and shadowy, with soft ambient lighting casting subtle highlights on their faces and surroundings.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).Two men walk side by side along a dimly lit alley at night, flanked by a bamboo fence and a building with glowing wall lamps. The man on the left wears a dark coat over a white shirt and vest, while the man on the right dons a black leather jacket. They converse as they move forward, occasionally glancing at each other; the man in the coat touches his nose briefly. Their expressions are serious, suggesting a tense or urgent discussion. The atmosphere is quiet and shadowy, with soft ambient lighting casting subtle highlights on their faces and surroundings.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).Two men walk side by side along a dimly lit alley at night, flanked by a bamboo fence and a building with glowing wall lamps. The man on the left wears a dark coat over a white shirt and vest, while the man on the right dons a black leather jacket. They converse as they move forward, occasionally glancing at each other; the man in the coat touches his nose briefly. Their expressions are serious, suggesting a tense or urgent discussion. The atmosphere is quiet and shadowy, with soft ambient lighting casting subtle highlights on their faces and surroundings.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_3417154e322ba78411000363b05ee7409b73a31e7af65e5968a1908e1e84537a/forward_backward.mp4 b/MBench-A/yume/Human/mem_openhumanvid_3417154e322ba78411000363b05ee7409b73a31e7af65e5968a1908e1e84537a/forward_backward.mp4
new file mode 100644
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+++ b/MBench-A/yume/Human/mem_openhumanvid_3417154e322ba78411000363b05ee7409b73a31e7af65e5968a1908e1e84537a/forward_backward.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:328c16f498c1301423d784b781f359781c16f1b0e1df1d5aafd7eb0a4ea1d1bd
+size 1670205
diff --git a/MBench-A/yume/Human/mem_openhumanvid_3417154e322ba78411000363b05ee7409b73a31e7af65e5968a1908e1e84537a/forward_backward_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_3417154e322ba78411000363b05ee7409b73a31e7af65e5968a1908e1e84537a/forward_backward_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7fe1ff04357601beca96e5e9ca7793dedd1890ee
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_3417154e322ba78411000363b05ee7409b73a31e7af65e5968a1908e1e84537a/forward_backward_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In a modern, well-lit indoor setting with patterned walls and recessed ceiling lights, two women engage in an intense conversation. One, wearing a black blazer over a red turtleneck with her hair in a bun, faces the other, who has long dark hair and wears a cream-colored turtleneck sweater. The woman in white gestures expressively, then crosses her arms as they exchange words. The camera shifts focus between them, capturing their emotional interaction before they turn and walk away from each other, leaving a small screen displaying colorful images in the background.
+
+Segment 1:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In a modern, well-lit indoor setting with patterned walls and recessed ceiling lights, two women engage in an intense conversation. One, wearing a black blazer over a red turtleneck with her hair in a bun, faces the other, who has long dark hair and wears a cream-colored turtleneck sweater. The woman in white gestures expressively, then crosses her arms as they exchange words. The camera shifts focus between them, capturing their emotional interaction before they turn and walk away from each other, leaving a small screen displaying colorful images in the background.
+
+Segment 2:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In a modern, well-lit indoor setting with patterned walls and recessed ceiling lights, two women engage in an intense conversation. One, wearing a black blazer over a red turtleneck with her hair in a bun, faces the other, who has long dark hair and wears a cream-colored turtleneck sweater. The woman in white gestures expressively, then crosses her arms as they exchange words. The camera shifts focus between them, capturing their emotional interaction before they turn and walk away from each other, leaving a small screen displaying colorful images in the background.
+
+Segment 3:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).In a modern, well-lit indoor setting with patterned walls and recessed ceiling lights, two women engage in an intense conversation. One, wearing a black blazer over a red turtleneck with her hair in a bun, faces the other, who has long dark hair and wears a cream-colored turtleneck sweater. The woman in white gestures expressively, then crosses her arms as they exchange words. The camera shifts focus between them, capturing their emotional interaction before they turn and walk away from each other, leaving a small screen displaying colorful images in the background.
+
+Segment 4:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).In a modern, well-lit indoor setting with patterned walls and recessed ceiling lights, two women engage in an intense conversation. One, wearing a black blazer over a red turtleneck with her hair in a bun, faces the other, who has long dark hair and wears a cream-colored turtleneck sweater. The woman in white gestures expressively, then crosses her arms as they exchange words. The camera shifts focus between them, capturing their emotional interaction before they turn and walk away from each other, leaving a small screen displaying colorful images in the background.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_3417154e322ba78411000363b05ee7409b73a31e7af65e5968a1908e1e84537a/left_then_right.mp4 b/MBench-A/yume/Human/mem_openhumanvid_3417154e322ba78411000363b05ee7409b73a31e7af65e5968a1908e1e84537a/left_then_right.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..dad7a508ae56337af1b7c54d6651559e70b4a1c7
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+++ b/MBench-A/yume/Human/mem_openhumanvid_3417154e322ba78411000363b05ee7409b73a31e7af65e5968a1908e1e84537a/left_then_right.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0e902d908114c0987a022eb83498cfbf47d45ac502a24b309dbcb1aace9bb212
+size 1783704
diff --git a/MBench-A/yume/Human/mem_openhumanvid_3417154e322ba78411000363b05ee7409b73a31e7af65e5968a1908e1e84537a/left_then_right_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_3417154e322ba78411000363b05ee7409b73a31e7af65e5968a1908e1e84537a/left_then_right_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d3a322df0121e944a9c63144b0a95c1255a8f681
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_3417154e322ba78411000363b05ee7409b73a31e7af65e5968a1908e1e84537a/left_then_right_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a modern, well-lit indoor setting with patterned walls and recessed ceiling lights, two women engage in an intense conversation. One, wearing a black blazer over a red turtleneck with her hair in a bun, faces the other, who has long dark hair and wears a cream-colored turtleneck sweater. The woman in white gestures expressively, then crosses her arms as they exchange words. The camera shifts focus between them, capturing their emotional interaction before they turn and walk away from each other, leaving a small screen displaying colorful images in the background.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a modern, well-lit indoor setting with patterned walls and recessed ceiling lights, two women engage in an intense conversation. One, wearing a black blazer over a red turtleneck with her hair in a bun, faces the other, who has long dark hair and wears a cream-colored turtleneck sweater. The woman in white gestures expressively, then crosses her arms as they exchange words. The camera shifts focus between them, capturing their emotional interaction before they turn and walk away from each other, leaving a small screen displaying colorful images in the background.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a modern, well-lit indoor setting with patterned walls and recessed ceiling lights, two women engage in an intense conversation. One, wearing a black blazer over a red turtleneck with her hair in a bun, faces the other, who has long dark hair and wears a cream-colored turtleneck sweater. The woman in white gestures expressively, then crosses her arms as they exchange words. The camera shifts focus between them, capturing their emotional interaction before they turn and walk away from each other, leaving a small screen displaying colorful images in the background.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a modern, well-lit indoor setting with patterned walls and recessed ceiling lights, two women engage in an intense conversation. One, wearing a black blazer over a red turtleneck with her hair in a bun, faces the other, who has long dark hair and wears a cream-colored turtleneck sweater. The woman in white gestures expressively, then crosses her arms as they exchange words. The camera shifts focus between them, capturing their emotional interaction before they turn and walk away from each other, leaving a small screen displaying colorful images in the background.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a modern, well-lit indoor setting with patterned walls and recessed ceiling lights, two women engage in an intense conversation. One, wearing a black blazer over a red turtleneck with her hair in a bun, faces the other, who has long dark hair and wears a cream-colored turtleneck sweater. The woman in white gestures expressively, then crosses her arms as they exchange words. The camera shifts focus between them, capturing their emotional interaction before they turn and walk away from each other, leaving a small screen displaying colorful images in the background.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_3417154e322ba78411000363b05ee7409b73a31e7af65e5968a1908e1e84537a/right_then_left.mp4 b/MBench-A/yume/Human/mem_openhumanvid_3417154e322ba78411000363b05ee7409b73a31e7af65e5968a1908e1e84537a/right_then_left.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..7e525624ae5f2a0fb752204bb9c794eea8a23b27
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+++ b/MBench-A/yume/Human/mem_openhumanvid_3417154e322ba78411000363b05ee7409b73a31e7af65e5968a1908e1e84537a/right_then_left.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6b8d391ababd2b4aaadaffb3b21d6cbe8a85758d18253f4fe756deae13a082d6
+size 1797701
diff --git a/MBench-A/yume/Human/mem_openhumanvid_3417154e322ba78411000363b05ee7409b73a31e7af65e5968a1908e1e84537a/right_then_left_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_3417154e322ba78411000363b05ee7409b73a31e7af65e5968a1908e1e84537a/right_then_left_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c8637d1e088689ed152346f6923170bc20076e4a
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_3417154e322ba78411000363b05ee7409b73a31e7af65e5968a1908e1e84537a/right_then_left_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a modern, well-lit indoor setting with patterned walls and recessed ceiling lights, two women engage in an intense conversation. One, wearing a black blazer over a red turtleneck with her hair in a bun, faces the other, who has long dark hair and wears a cream-colored turtleneck sweater. The woman in white gestures expressively, then crosses her arms as they exchange words. The camera shifts focus between them, capturing their emotional interaction before they turn and walk away from each other, leaving a small screen displaying colorful images in the background.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a modern, well-lit indoor setting with patterned walls and recessed ceiling lights, two women engage in an intense conversation. One, wearing a black blazer over a red turtleneck with her hair in a bun, faces the other, who has long dark hair and wears a cream-colored turtleneck sweater. The woman in white gestures expressively, then crosses her arms as they exchange words. The camera shifts focus between them, capturing their emotional interaction before they turn and walk away from each other, leaving a small screen displaying colorful images in the background.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a modern, well-lit indoor setting with patterned walls and recessed ceiling lights, two women engage in an intense conversation. One, wearing a black blazer over a red turtleneck with her hair in a bun, faces the other, who has long dark hair and wears a cream-colored turtleneck sweater. The woman in white gestures expressively, then crosses her arms as they exchange words. The camera shifts focus between them, capturing their emotional interaction before they turn and walk away from each other, leaving a small screen displaying colorful images in the background.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a modern, well-lit indoor setting with patterned walls and recessed ceiling lights, two women engage in an intense conversation. One, wearing a black blazer over a red turtleneck with her hair in a bun, faces the other, who has long dark hair and wears a cream-colored turtleneck sweater. The woman in white gestures expressively, then crosses her arms as they exchange words. The camera shifts focus between them, capturing their emotional interaction before they turn and walk away from each other, leaving a small screen displaying colorful images in the background.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a modern, well-lit indoor setting with patterned walls and recessed ceiling lights, two women engage in an intense conversation. One, wearing a black blazer over a red turtleneck with her hair in a bun, faces the other, who has long dark hair and wears a cream-colored turtleneck sweater. The woman in white gestures expressively, then crosses her arms as they exchange words. The camera shifts focus between them, capturing their emotional interaction before they turn and walk away from each other, leaving a small screen displaying colorful images in the background.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1/forward_backward.mp4 b/MBench-A/yume/Human/mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1/forward_backward.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..cb33cc9227339acee1c27d378e31adf3c3cf5525
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1/forward_backward.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:01e5965d1484ac05a9204aad0c918b9a64e550e58309a0a2a15e6424d99ad7fc
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diff --git a/MBench-A/yume/Human/mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1/forward_backward_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1/forward_backward_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..11e03d5244f47166f8332c50384537da0ab80e7b
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1/forward_backward_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).A young woman with long, dark brown hair tied back stands in a dimly lit indoor space, her face softly illuminated by natural light from the right side, likely a window. She wears a light-colored top and maintains a calm, reflective expression while speaking, her mouth moving gently as she looks slightly off-camera. The background is plain and neutral, emphasizing her subtle facial movements and serene demeanor.
+
+Segment 1:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).A young woman with long, dark brown hair tied back stands in a dimly lit indoor space, her face softly illuminated by natural light from the right side, likely a window. She wears a light-colored top and maintains a calm, reflective expression while speaking, her mouth moving gently as she looks slightly off-camera. The background is plain and neutral, emphasizing her subtle facial movements and serene demeanor.
+
+Segment 2:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).A young woman with long, dark brown hair tied back stands in a dimly lit indoor space, her face softly illuminated by natural light from the right side, likely a window. She wears a light-colored top and maintains a calm, reflective expression while speaking, her mouth moving gently as she looks slightly off-camera. The background is plain and neutral, emphasizing her subtle facial movements and serene demeanor.
+
+Segment 3:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).A young woman with long, dark brown hair tied back stands in a dimly lit indoor space, her face softly illuminated by natural light from the right side, likely a window. She wears a light-colored top and maintains a calm, reflective expression while speaking, her mouth moving gently as she looks slightly off-camera. The background is plain and neutral, emphasizing her subtle facial movements and serene demeanor.
+
+Segment 4:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).A young woman with long, dark brown hair tied back stands in a dimly lit indoor space, her face softly illuminated by natural light from the right side, likely a window. She wears a light-colored top and maintains a calm, reflective expression while speaking, her mouth moving gently as she looks slightly off-camera. The background is plain and neutral, emphasizing her subtle facial movements and serene demeanor.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1/left_then_right.mp4 b/MBench-A/yume/Human/mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1/left_then_right.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..12eeaec305b2c812d8994c0774fbe8f75362bd00
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1/left_then_right.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9d08adab0393574a5dd87c26577e32fc7fcfc1341680567926e42deb9acabbbe
+size 842988
diff --git a/MBench-A/yume/Human/mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1/left_then_right_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1/left_then_right_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..30fb6851e27261ade42978a2db74acc227ec7010
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1/left_then_right_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A young woman with long, dark brown hair tied back stands in a dimly lit indoor space, her face softly illuminated by natural light from the right side, likely a window. She wears a light-colored top and maintains a calm, reflective expression while speaking, her mouth moving gently as she looks slightly off-camera. The background is plain and neutral, emphasizing her subtle facial movements and serene demeanor.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A young woman with long, dark brown hair tied back stands in a dimly lit indoor space, her face softly illuminated by natural light from the right side, likely a window. She wears a light-colored top and maintains a calm, reflective expression while speaking, her mouth moving gently as she looks slightly off-camera. The background is plain and neutral, emphasizing her subtle facial movements and serene demeanor.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A young woman with long, dark brown hair tied back stands in a dimly lit indoor space, her face softly illuminated by natural light from the right side, likely a window. She wears a light-colored top and maintains a calm, reflective expression while speaking, her mouth moving gently as she looks slightly off-camera. The background is plain and neutral, emphasizing her subtle facial movements and serene demeanor.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A young woman with long, dark brown hair tied back stands in a dimly lit indoor space, her face softly illuminated by natural light from the right side, likely a window. She wears a light-colored top and maintains a calm, reflective expression while speaking, her mouth moving gently as she looks slightly off-camera. The background is plain and neutral, emphasizing her subtle facial movements and serene demeanor.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A young woman with long, dark brown hair tied back stands in a dimly lit indoor space, her face softly illuminated by natural light from the right side, likely a window. She wears a light-colored top and maintains a calm, reflective expression while speaking, her mouth moving gently as she looks slightly off-camera. The background is plain and neutral, emphasizing her subtle facial movements and serene demeanor.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1/right_then_left.mp4 b/MBench-A/yume/Human/mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1/right_then_left.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..c6f23604f50e3850fa24038eaeaf4be3c56b1de8
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1/right_then_left.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a026f22a5bfeb6a39b5773a7f8b37520367da4d64e76afdeae5aea3de66c8503
+size 919364
diff --git a/MBench-A/yume/Human/mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1/right_then_left_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1/right_then_left_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7939cfb0ad2df42ad7a45802274ec313c09833bb
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1/right_then_left_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A young woman with long, dark brown hair tied back stands in a dimly lit indoor space, her face softly illuminated by natural light from the right side, likely a window. She wears a light-colored top and maintains a calm, reflective expression while speaking, her mouth moving gently as she looks slightly off-camera. The background is plain and neutral, emphasizing her subtle facial movements and serene demeanor.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A young woman with long, dark brown hair tied back stands in a dimly lit indoor space, her face softly illuminated by natural light from the right side, likely a window. She wears a light-colored top and maintains a calm, reflective expression while speaking, her mouth moving gently as she looks slightly off-camera. The background is plain and neutral, emphasizing her subtle facial movements and serene demeanor.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A young woman with long, dark brown hair tied back stands in a dimly lit indoor space, her face softly illuminated by natural light from the right side, likely a window. She wears a light-colored top and maintains a calm, reflective expression while speaking, her mouth moving gently as she looks slightly off-camera. The background is plain and neutral, emphasizing her subtle facial movements and serene demeanor.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A young woman with long, dark brown hair tied back stands in a dimly lit indoor space, her face softly illuminated by natural light from the right side, likely a window. She wears a light-colored top and maintains a calm, reflective expression while speaking, her mouth moving gently as she looks slightly off-camera. The background is plain and neutral, emphasizing her subtle facial movements and serene demeanor.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A young woman with long, dark brown hair tied back stands in a dimly lit indoor space, her face softly illuminated by natural light from the right side, likely a window. She wears a light-colored top and maintains a calm, reflective expression while speaking, her mouth moving gently as she looks slightly off-camera. The background is plain and neutral, emphasizing her subtle facial movements and serene demeanor.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0/forward_backward.mp4 b/MBench-A/yume/Human/mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0/forward_backward.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..e06516e513624bd830aae4a5a0d57778482a012b
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0/forward_backward.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5a61d4b558c69dadc1acca41f4aae936ffff4cace67df850826b0cf00b86dce6
+size 2213580
diff --git a/MBench-A/yume/Human/mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0/forward_backward_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0/forward_backward_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dbefd466c8af745a3ba28ce44713befd470cf500
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0/forward_backward_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).Inside an opulent, grand staircase hall adorned with ornate white plasterwork and intricate black iron railings, two men in 18th-century attire descend the sweeping stairs. Dressed in dark coats, breeches, and white stockings, they carry documents and converse as they walk. A third man stands at the top landing, observing them. The space is softly lit, emphasizing the luxurious red-carpeted steps, gilded accents, and elegant furnishings, including a candelabra on a marble pedestal and patterned armchairs below.
+
+Segment 1:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).Inside an opulent, grand staircase hall adorned with ornate white plasterwork and intricate black iron railings, two men in 18th-century attire descend the sweeping stairs. Dressed in dark coats, breeches, and white stockings, they carry documents and converse as they walk. A third man stands at the top landing, observing them. The space is softly lit, emphasizing the luxurious red-carpeted steps, gilded accents, and elegant furnishings, including a candelabra on a marble pedestal and patterned armchairs below.
+
+Segment 2:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).Inside an opulent, grand staircase hall adorned with ornate white plasterwork and intricate black iron railings, two men in 18th-century attire descend the sweeping stairs. Dressed in dark coats, breeches, and white stockings, they carry documents and converse as they walk. A third man stands at the top landing, observing them. The space is softly lit, emphasizing the luxurious red-carpeted steps, gilded accents, and elegant furnishings, including a candelabra on a marble pedestal and patterned armchairs below.
+
+Segment 3:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).Inside an opulent, grand staircase hall adorned with ornate white plasterwork and intricate black iron railings, two men in 18th-century attire descend the sweeping stairs. Dressed in dark coats, breeches, and white stockings, they carry documents and converse as they walk. A third man stands at the top landing, observing them. The space is softly lit, emphasizing the luxurious red-carpeted steps, gilded accents, and elegant furnishings, including a candelabra on a marble pedestal and patterned armchairs below.
+
+Segment 4:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).Inside an opulent, grand staircase hall adorned with ornate white plasterwork and intricate black iron railings, two men in 18th-century attire descend the sweeping stairs. Dressed in dark coats, breeches, and white stockings, they carry documents and converse as they walk. A third man stands at the top landing, observing them. The space is softly lit, emphasizing the luxurious red-carpeted steps, gilded accents, and elegant furnishings, including a candelabra on a marble pedestal and patterned armchairs below.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0/left_then_right.mp4 b/MBench-A/yume/Human/mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0/left_then_right.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..b7b40f64caafa622c4051ae77b648e3e84a0a007
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0/left_then_right.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7e084debd1ef4a6fce3cc91a31942fc8d39e5f705b241dac64349f71d3a101af
+size 2175684
diff --git a/MBench-A/yume/Human/mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0/left_then_right_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0/left_then_right_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..22c515c0bb6e294982da61a5190f4a1516d46cd1
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0/left_then_right_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).Inside an opulent, grand staircase hall adorned with ornate white plasterwork and intricate black iron railings, two men in 18th-century attire descend the sweeping stairs. Dressed in dark coats, breeches, and white stockings, they carry documents and converse as they walk. A third man stands at the top landing, observing them. The space is softly lit, emphasizing the luxurious red-carpeted steps, gilded accents, and elegant furnishings, including a candelabra on a marble pedestal and patterned armchairs below.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).Inside an opulent, grand staircase hall adorned with ornate white plasterwork and intricate black iron railings, two men in 18th-century attire descend the sweeping stairs. Dressed in dark coats, breeches, and white stockings, they carry documents and converse as they walk. A third man stands at the top landing, observing them. The space is softly lit, emphasizing the luxurious red-carpeted steps, gilded accents, and elegant furnishings, including a candelabra on a marble pedestal and patterned armchairs below.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).Inside an opulent, grand staircase hall adorned with ornate white plasterwork and intricate black iron railings, two men in 18th-century attire descend the sweeping stairs. Dressed in dark coats, breeches, and white stockings, they carry documents and converse as they walk. A third man stands at the top landing, observing them. The space is softly lit, emphasizing the luxurious red-carpeted steps, gilded accents, and elegant furnishings, including a candelabra on a marble pedestal and patterned armchairs below.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).Inside an opulent, grand staircase hall adorned with ornate white plasterwork and intricate black iron railings, two men in 18th-century attire descend the sweeping stairs. Dressed in dark coats, breeches, and white stockings, they carry documents and converse as they walk. A third man stands at the top landing, observing them. The space is softly lit, emphasizing the luxurious red-carpeted steps, gilded accents, and elegant furnishings, including a candelabra on a marble pedestal and patterned armchairs below.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).Inside an opulent, grand staircase hall adorned with ornate white plasterwork and intricate black iron railings, two men in 18th-century attire descend the sweeping stairs. Dressed in dark coats, breeches, and white stockings, they carry documents and converse as they walk. A third man stands at the top landing, observing them. The space is softly lit, emphasizing the luxurious red-carpeted steps, gilded accents, and elegant furnishings, including a candelabra on a marble pedestal and patterned armchairs below.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0/right_then_left.mp4 b/MBench-A/yume/Human/mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0/right_then_left.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..05ca60211368d3d389148746a71d18d2778a7503
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0/right_then_left.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4a0f6f3735d85972592a1b5d03a8fcf37389a2c6d0030e48f22ed315be29ba37
+size 1895833
diff --git a/MBench-A/yume/Human/mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0/right_then_left_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0/right_then_left_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..364cfa88fff666add7d2a8d9afd96fb8850cd85b
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0/right_then_left_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).Inside an opulent, grand staircase hall adorned with ornate white plasterwork and intricate black iron railings, two men in 18th-century attire descend the sweeping stairs. Dressed in dark coats, breeches, and white stockings, they carry documents and converse as they walk. A third man stands at the top landing, observing them. The space is softly lit, emphasizing the luxurious red-carpeted steps, gilded accents, and elegant furnishings, including a candelabra on a marble pedestal and patterned armchairs below.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).Inside an opulent, grand staircase hall adorned with ornate white plasterwork and intricate black iron railings, two men in 18th-century attire descend the sweeping stairs. Dressed in dark coats, breeches, and white stockings, they carry documents and converse as they walk. A third man stands at the top landing, observing them. The space is softly lit, emphasizing the luxurious red-carpeted steps, gilded accents, and elegant furnishings, including a candelabra on a marble pedestal and patterned armchairs below.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).Inside an opulent, grand staircase hall adorned with ornate white plasterwork and intricate black iron railings, two men in 18th-century attire descend the sweeping stairs. Dressed in dark coats, breeches, and white stockings, they carry documents and converse as they walk. A third man stands at the top landing, observing them. The space is softly lit, emphasizing the luxurious red-carpeted steps, gilded accents, and elegant furnishings, including a candelabra on a marble pedestal and patterned armchairs below.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).Inside an opulent, grand staircase hall adorned with ornate white plasterwork and intricate black iron railings, two men in 18th-century attire descend the sweeping stairs. Dressed in dark coats, breeches, and white stockings, they carry documents and converse as they walk. A third man stands at the top landing, observing them. The space is softly lit, emphasizing the luxurious red-carpeted steps, gilded accents, and elegant furnishings, including a candelabra on a marble pedestal and patterned armchairs below.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).Inside an opulent, grand staircase hall adorned with ornate white plasterwork and intricate black iron railings, two men in 18th-century attire descend the sweeping stairs. Dressed in dark coats, breeches, and white stockings, they carry documents and converse as they walk. A third man stands at the top landing, observing them. The space is softly lit, emphasizing the luxurious red-carpeted steps, gilded accents, and elegant furnishings, including a candelabra on a marble pedestal and patterned armchairs below.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_44d6e3ece41c19334478d27f8e5427e1aab2ccac195026cc492ea47bf6b0cec2/forward_backward.mp4 b/MBench-A/yume/Human/mem_openhumanvid_44d6e3ece41c19334478d27f8e5427e1aab2ccac195026cc492ea47bf6b0cec2/forward_backward.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..f32238f5619f33a51c1aefd90c77939c9413f62a
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_44d6e3ece41c19334478d27f8e5427e1aab2ccac195026cc492ea47bf6b0cec2/forward_backward.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:49f3aa169bfa60909a55969b6a6bce48bb080e324f92b40ea5ca8c7b9b660edc
+size 2420159
diff --git a/MBench-A/yume/Human/mem_openhumanvid_44d6e3ece41c19334478d27f8e5427e1aab2ccac195026cc492ea47bf6b0cec2/forward_backward_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_44d6e3ece41c19334478d27f8e5427e1aab2ccac195026cc492ea47bf6b0cec2/forward_backward_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..88e5e13d66ae4d9afc9aa7d8959620799ca77cee
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_44d6e3ece41c19334478d27f8e5427e1aab2ccac195026cc492ea47bf6b0cec2/forward_backward_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).On a sunlit pirate ship, Captain Jack Sparrow stands at the helm, his long dreadlocks adorned with beads and trinkets, wearing a weathered brown bandana and coat. He grips the wooden wheel as crew members in period attire move about the deck, adjusting sails and ropes. The ship’s ornate carvings and towering masts rise against a cloudy sky, with sunlight casting dramatic shadows across the bustling scene.
+
+Segment 1:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).On a sunlit pirate ship, Captain Jack Sparrow stands at the helm, his long dreadlocks adorned with beads and trinkets, wearing a weathered brown bandana and coat. He grips the wooden wheel as crew members in period attire move about the deck, adjusting sails and ropes. The ship’s ornate carvings and towering masts rise against a cloudy sky, with sunlight casting dramatic shadows across the bustling scene.
+
+Segment 2:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).On a sunlit pirate ship, Captain Jack Sparrow stands at the helm, his long dreadlocks adorned with beads and trinkets, wearing a weathered brown bandana and coat. He grips the wooden wheel as crew members in period attire move about the deck, adjusting sails and ropes. The ship’s ornate carvings and towering masts rise against a cloudy sky, with sunlight casting dramatic shadows across the bustling scene.
+
+Segment 3:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).On a sunlit pirate ship, Captain Jack Sparrow stands at the helm, his long dreadlocks adorned with beads and trinkets, wearing a weathered brown bandana and coat. He grips the wooden wheel as crew members in period attire move about the deck, adjusting sails and ropes. The ship’s ornate carvings and towering masts rise against a cloudy sky, with sunlight casting dramatic shadows across the bustling scene.
+
+Segment 4:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).On a sunlit pirate ship, Captain Jack Sparrow stands at the helm, his long dreadlocks adorned with beads and trinkets, wearing a weathered brown bandana and coat. He grips the wooden wheel as crew members in period attire move about the deck, adjusting sails and ropes. The ship’s ornate carvings and towering masts rise against a cloudy sky, with sunlight casting dramatic shadows across the bustling scene.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_44d6e3ece41c19334478d27f8e5427e1aab2ccac195026cc492ea47bf6b0cec2/left_then_right.mp4 b/MBench-A/yume/Human/mem_openhumanvid_44d6e3ece41c19334478d27f8e5427e1aab2ccac195026cc492ea47bf6b0cec2/left_then_right.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..384dc644814eb0ba0ae25928722afeae2a6a86de
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_44d6e3ece41c19334478d27f8e5427e1aab2ccac195026cc492ea47bf6b0cec2/left_then_right.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:30c3ca851eca0cb8b64f35644712ddd39f71d75d31cf090a31fa87f539cfed42
+size 2897400
diff --git a/MBench-A/yume/Human/mem_openhumanvid_44d6e3ece41c19334478d27f8e5427e1aab2ccac195026cc492ea47bf6b0cec2/left_then_right_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_44d6e3ece41c19334478d27f8e5427e1aab2ccac195026cc492ea47bf6b0cec2/left_then_right_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..10e0695287bced8191a5ec1e2ca787058396d7d2
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_44d6e3ece41c19334478d27f8e5427e1aab2ccac195026cc492ea47bf6b0cec2/left_then_right_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).On a sunlit pirate ship, Captain Jack Sparrow stands at the helm, his long dreadlocks adorned with beads and trinkets, wearing a weathered brown bandana and coat. He grips the wooden wheel as crew members in period attire move about the deck, adjusting sails and ropes. The ship’s ornate carvings and towering masts rise against a cloudy sky, with sunlight casting dramatic shadows across the bustling scene.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).On a sunlit pirate ship, Captain Jack Sparrow stands at the helm, his long dreadlocks adorned with beads and trinkets, wearing a weathered brown bandana and coat. He grips the wooden wheel as crew members in period attire move about the deck, adjusting sails and ropes. The ship’s ornate carvings and towering masts rise against a cloudy sky, with sunlight casting dramatic shadows across the bustling scene.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).On a sunlit pirate ship, Captain Jack Sparrow stands at the helm, his long dreadlocks adorned with beads and trinkets, wearing a weathered brown bandana and coat. He grips the wooden wheel as crew members in period attire move about the deck, adjusting sails and ropes. The ship’s ornate carvings and towering masts rise against a cloudy sky, with sunlight casting dramatic shadows across the bustling scene.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).On a sunlit pirate ship, Captain Jack Sparrow stands at the helm, his long dreadlocks adorned with beads and trinkets, wearing a weathered brown bandana and coat. He grips the wooden wheel as crew members in period attire move about the deck, adjusting sails and ropes. The ship’s ornate carvings and towering masts rise against a cloudy sky, with sunlight casting dramatic shadows across the bustling scene.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).On a sunlit pirate ship, Captain Jack Sparrow stands at the helm, his long dreadlocks adorned with beads and trinkets, wearing a weathered brown bandana and coat. He grips the wooden wheel as crew members in period attire move about the deck, adjusting sails and ropes. The ship’s ornate carvings and towering masts rise against a cloudy sky, with sunlight casting dramatic shadows across the bustling scene.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_44d6e3ece41c19334478d27f8e5427e1aab2ccac195026cc492ea47bf6b0cec2/right_then_left.mp4 b/MBench-A/yume/Human/mem_openhumanvid_44d6e3ece41c19334478d27f8e5427e1aab2ccac195026cc492ea47bf6b0cec2/right_then_left.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..954e2da6a8cdbae088201335370a3f2e4a8d785a
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_44d6e3ece41c19334478d27f8e5427e1aab2ccac195026cc492ea47bf6b0cec2/right_then_left.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e6358ef528fb9e567c801e521a48ca5bff02286c65ecad4b8c3113de668e21a7
+size 2621783
diff --git a/MBench-A/yume/Human/mem_openhumanvid_44d6e3ece41c19334478d27f8e5427e1aab2ccac195026cc492ea47bf6b0cec2/right_then_left_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_44d6e3ece41c19334478d27f8e5427e1aab2ccac195026cc492ea47bf6b0cec2/right_then_left_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c073a883c940f68563117b3ee02ea49c2f3b8db8
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_44d6e3ece41c19334478d27f8e5427e1aab2ccac195026cc492ea47bf6b0cec2/right_then_left_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).On a sunlit pirate ship, Captain Jack Sparrow stands at the helm, his long dreadlocks adorned with beads and trinkets, wearing a weathered brown bandana and coat. He grips the wooden wheel as crew members in period attire move about the deck, adjusting sails and ropes. The ship’s ornate carvings and towering masts rise against a cloudy sky, with sunlight casting dramatic shadows across the bustling scene.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).On a sunlit pirate ship, Captain Jack Sparrow stands at the helm, his long dreadlocks adorned with beads and trinkets, wearing a weathered brown bandana and coat. He grips the wooden wheel as crew members in period attire move about the deck, adjusting sails and ropes. The ship’s ornate carvings and towering masts rise against a cloudy sky, with sunlight casting dramatic shadows across the bustling scene.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).On a sunlit pirate ship, Captain Jack Sparrow stands at the helm, his long dreadlocks adorned with beads and trinkets, wearing a weathered brown bandana and coat. He grips the wooden wheel as crew members in period attire move about the deck, adjusting sails and ropes. The ship’s ornate carvings and towering masts rise against a cloudy sky, with sunlight casting dramatic shadows across the bustling scene.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).On a sunlit pirate ship, Captain Jack Sparrow stands at the helm, his long dreadlocks adorned with beads and trinkets, wearing a weathered brown bandana and coat. He grips the wooden wheel as crew members in period attire move about the deck, adjusting sails and ropes. The ship’s ornate carvings and towering masts rise against a cloudy sky, with sunlight casting dramatic shadows across the bustling scene.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).On a sunlit pirate ship, Captain Jack Sparrow stands at the helm, his long dreadlocks adorned with beads and trinkets, wearing a weathered brown bandana and coat. He grips the wooden wheel as crew members in period attire move about the deck, adjusting sails and ropes. The ship’s ornate carvings and towering masts rise against a cloudy sky, with sunlight casting dramatic shadows across the bustling scene.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_45633dd44b52667f482c9693f9160021a4a837b55a4b940563d9aeacec01cf15/forward_backward.mp4 b/MBench-A/yume/Human/mem_openhumanvid_45633dd44b52667f482c9693f9160021a4a837b55a4b940563d9aeacec01cf15/forward_backward.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..1b2a6b7d865ba231bc7d05aef2944533cddfbb31
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_45633dd44b52667f482c9693f9160021a4a837b55a4b940563d9aeacec01cf15/forward_backward.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b678b9964d654974ce2f41ddd25a8a3c37ec14c8cd1be067a04f95c64a906161
+size 2127509
diff --git a/MBench-A/yume/Human/mem_openhumanvid_45633dd44b52667f482c9693f9160021a4a837b55a4b940563d9aeacec01cf15/forward_backward_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_45633dd44b52667f482c9693f9160021a4a837b55a4b940563d9aeacec01cf15/forward_backward_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dd0a33ee3f5aff520e72e59d9e46c8229579108d
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_45633dd44b52667f482c9693f9160021a4a837b55a4b940563d9aeacec01cf15/forward_backward_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).Three women stand closely together in a snowy outdoor setting, embracing warmly as snowflakes fall gently around them. They are dressed in winter attire—fur coats, scarves, hats, and gloves—suggesting cold weather. The woman on the left wears a black-and-white fur coat and a black hat, the center one dons a gray scarf and wide-brimmed hat, and the one on the right is in a beige coat with a belt. They hug tightly, shifting slightly and smiling, conveying intimacy and affection. Behind them, a white building with a map board and wooden stairs adds context to the wintry scene.
+
+Segment 1:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).Three women stand closely together in a snowy outdoor setting, embracing warmly as snowflakes fall gently around them. They are dressed in winter attire—fur coats, scarves, hats, and gloves—suggesting cold weather. The woman on the left wears a black-and-white fur coat and a black hat, the center one dons a gray scarf and wide-brimmed hat, and the one on the right is in a beige coat with a belt. They hug tightly, shifting slightly and smiling, conveying intimacy and affection. Behind them, a white building with a map board and wooden stairs adds context to the wintry scene.
+
+Segment 2:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).Three women stand closely together in a snowy outdoor setting, embracing warmly as snowflakes fall gently around them. They are dressed in winter attire—fur coats, scarves, hats, and gloves—suggesting cold weather. The woman on the left wears a black-and-white fur coat and a black hat, the center one dons a gray scarf and wide-brimmed hat, and the one on the right is in a beige coat with a belt. They hug tightly, shifting slightly and smiling, conveying intimacy and affection. Behind them, a white building with a map board and wooden stairs adds context to the wintry scene.
+
+Segment 3:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).Three women stand closely together in a snowy outdoor setting, embracing warmly as snowflakes fall gently around them. They are dressed in winter attire—fur coats, scarves, hats, and gloves—suggesting cold weather. The woman on the left wears a black-and-white fur coat and a black hat, the center one dons a gray scarf and wide-brimmed hat, and the one on the right is in a beige coat with a belt. They hug tightly, shifting slightly and smiling, conveying intimacy and affection. Behind them, a white building with a map board and wooden stairs adds context to the wintry scene.
+
+Segment 4:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).Three women stand closely together in a snowy outdoor setting, embracing warmly as snowflakes fall gently around them. They are dressed in winter attire—fur coats, scarves, hats, and gloves—suggesting cold weather. The woman on the left wears a black-and-white fur coat and a black hat, the center one dons a gray scarf and wide-brimmed hat, and the one on the right is in a beige coat with a belt. They hug tightly, shifting slightly and smiling, conveying intimacy and affection. Behind them, a white building with a map board and wooden stairs adds context to the wintry scene.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_45633dd44b52667f482c9693f9160021a4a837b55a4b940563d9aeacec01cf15/left_then_right.mp4 b/MBench-A/yume/Human/mem_openhumanvid_45633dd44b52667f482c9693f9160021a4a837b55a4b940563d9aeacec01cf15/left_then_right.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..d5b4b43442ef2a79ed61e272c7d7ad465569ffe5
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_45633dd44b52667f482c9693f9160021a4a837b55a4b940563d9aeacec01cf15/left_then_right.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a19a9f29405ed0cf1ca4ce3931ad57b0596b0ff3cc5ee69e1db5f6d62f9fb28c
+size 1743064
diff --git a/MBench-A/yume/Human/mem_openhumanvid_45633dd44b52667f482c9693f9160021a4a837b55a4b940563d9aeacec01cf15/left_then_right_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_45633dd44b52667f482c9693f9160021a4a837b55a4b940563d9aeacec01cf15/left_then_right_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a5d0bcbcc0132294fcdf04bf5de961d19501b0b0
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_45633dd44b52667f482c9693f9160021a4a837b55a4b940563d9aeacec01cf15/left_then_right_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).Three women stand closely together in a snowy outdoor setting, embracing warmly as snowflakes fall gently around them. They are dressed in winter attire—fur coats, scarves, hats, and gloves—suggesting cold weather. The woman on the left wears a black-and-white fur coat and a black hat, the center one dons a gray scarf and wide-brimmed hat, and the one on the right is in a beige coat with a belt. They hug tightly, shifting slightly and smiling, conveying intimacy and affection. Behind them, a white building with a map board and wooden stairs adds context to the wintry scene.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).Three women stand closely together in a snowy outdoor setting, embracing warmly as snowflakes fall gently around them. They are dressed in winter attire—fur coats, scarves, hats, and gloves—suggesting cold weather. The woman on the left wears a black-and-white fur coat and a black hat, the center one dons a gray scarf and wide-brimmed hat, and the one on the right is in a beige coat with a belt. They hug tightly, shifting slightly and smiling, conveying intimacy and affection. Behind them, a white building with a map board and wooden stairs adds context to the wintry scene.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).Three women stand closely together in a snowy outdoor setting, embracing warmly as snowflakes fall gently around them. They are dressed in winter attire—fur coats, scarves, hats, and gloves—suggesting cold weather. The woman on the left wears a black-and-white fur coat and a black hat, the center one dons a gray scarf and wide-brimmed hat, and the one on the right is in a beige coat with a belt. They hug tightly, shifting slightly and smiling, conveying intimacy and affection. Behind them, a white building with a map board and wooden stairs adds context to the wintry scene.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).Three women stand closely together in a snowy outdoor setting, embracing warmly as snowflakes fall gently around them. They are dressed in winter attire—fur coats, scarves, hats, and gloves—suggesting cold weather. The woman on the left wears a black-and-white fur coat and a black hat, the center one dons a gray scarf and wide-brimmed hat, and the one on the right is in a beige coat with a belt. They hug tightly, shifting slightly and smiling, conveying intimacy and affection. Behind them, a white building with a map board and wooden stairs adds context to the wintry scene.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).Three women stand closely together in a snowy outdoor setting, embracing warmly as snowflakes fall gently around them. They are dressed in winter attire—fur coats, scarves, hats, and gloves—suggesting cold weather. The woman on the left wears a black-and-white fur coat and a black hat, the center one dons a gray scarf and wide-brimmed hat, and the one on the right is in a beige coat with a belt. They hug tightly, shifting slightly and smiling, conveying intimacy and affection. Behind them, a white building with a map board and wooden stairs adds context to the wintry scene.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_45633dd44b52667f482c9693f9160021a4a837b55a4b940563d9aeacec01cf15/right_then_left.mp4 b/MBench-A/yume/Human/mem_openhumanvid_45633dd44b52667f482c9693f9160021a4a837b55a4b940563d9aeacec01cf15/right_then_left.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..d34621038cbdcd6b018310f768bc3464f7baece8
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_45633dd44b52667f482c9693f9160021a4a837b55a4b940563d9aeacec01cf15/right_then_left.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dbe00ee123affb4ab12af4b6d7a58254192a3f6ebf9a0d1a8633349522a5d38b
+size 1771684
diff --git a/MBench-A/yume/Human/mem_openhumanvid_45633dd44b52667f482c9693f9160021a4a837b55a4b940563d9aeacec01cf15/right_then_left_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_45633dd44b52667f482c9693f9160021a4a837b55a4b940563d9aeacec01cf15/right_then_left_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..48671278ef2223caf79b4232bb6ca531513194db
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_45633dd44b52667f482c9693f9160021a4a837b55a4b940563d9aeacec01cf15/right_then_left_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).Three women stand closely together in a snowy outdoor setting, embracing warmly as snowflakes fall gently around them. They are dressed in winter attire—fur coats, scarves, hats, and gloves—suggesting cold weather. The woman on the left wears a black-and-white fur coat and a black hat, the center one dons a gray scarf and wide-brimmed hat, and the one on the right is in a beige coat with a belt. They hug tightly, shifting slightly and smiling, conveying intimacy and affection. Behind them, a white building with a map board and wooden stairs adds context to the wintry scene.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).Three women stand closely together in a snowy outdoor setting, embracing warmly as snowflakes fall gently around them. They are dressed in winter attire—fur coats, scarves, hats, and gloves—suggesting cold weather. The woman on the left wears a black-and-white fur coat and a black hat, the center one dons a gray scarf and wide-brimmed hat, and the one on the right is in a beige coat with a belt. They hug tightly, shifting slightly and smiling, conveying intimacy and affection. Behind them, a white building with a map board and wooden stairs adds context to the wintry scene.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).Three women stand closely together in a snowy outdoor setting, embracing warmly as snowflakes fall gently around them. They are dressed in winter attire—fur coats, scarves, hats, and gloves—suggesting cold weather. The woman on the left wears a black-and-white fur coat and a black hat, the center one dons a gray scarf and wide-brimmed hat, and the one on the right is in a beige coat with a belt. They hug tightly, shifting slightly and smiling, conveying intimacy and affection. Behind them, a white building with a map board and wooden stairs adds context to the wintry scene.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).Three women stand closely together in a snowy outdoor setting, embracing warmly as snowflakes fall gently around them. They are dressed in winter attire—fur coats, scarves, hats, and gloves—suggesting cold weather. The woman on the left wears a black-and-white fur coat and a black hat, the center one dons a gray scarf and wide-brimmed hat, and the one on the right is in a beige coat with a belt. They hug tightly, shifting slightly and smiling, conveying intimacy and affection. Behind them, a white building with a map board and wooden stairs adds context to the wintry scene.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).Three women stand closely together in a snowy outdoor setting, embracing warmly as snowflakes fall gently around them. They are dressed in winter attire—fur coats, scarves, hats, and gloves—suggesting cold weather. The woman on the left wears a black-and-white fur coat and a black hat, the center one dons a gray scarf and wide-brimmed hat, and the one on the right is in a beige coat with a belt. They hug tightly, shifting slightly and smiling, conveying intimacy and affection. Behind them, a white building with a map board and wooden stairs adds context to the wintry scene.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c/forward_backward.mp4 b/MBench-A/yume/Human/mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c/forward_backward.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..345839615aff6daa04e406c0fcd25e2c130ed4b4
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c/forward_backward.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6f40ade827f3fbee28790466e04152279b7367cf140a828d4a91de69e2298b82
+size 1296776
diff --git a/MBench-A/yume/Human/mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c/forward_backward_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c/forward_backward_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..72f3eac828353f0c6c594b50193c3a7f4010b3fa
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c/forward_backward_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).A man with short dark hair stands outdoors in a sunlit area, surrounded by lush green foliage that suggests a park or garden. He wears a mustard-yellow shirt under a brown sleeveless vest and holds a white flip phone to his ear with his right hand. His left hand initially covers his forehead before lowering as he listens intently, his expression shifting from concern to focused attention. The natural daylight casts soft shadows, highlighting the details of his face and attire.
+
+Segment 1:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).A man with short dark hair stands outdoors in a sunlit area, surrounded by lush green foliage that suggests a park or garden. He wears a mustard-yellow shirt under a brown sleeveless vest and holds a white flip phone to his ear with his right hand. His left hand initially covers his forehead before lowering as he listens intently, his expression shifting from concern to focused attention. The natural daylight casts soft shadows, highlighting the details of his face and attire.
+
+Segment 2:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).A man with short dark hair stands outdoors in a sunlit area, surrounded by lush green foliage that suggests a park or garden. He wears a mustard-yellow shirt under a brown sleeveless vest and holds a white flip phone to his ear with his right hand. His left hand initially covers his forehead before lowering as he listens intently, his expression shifting from concern to focused attention. The natural daylight casts soft shadows, highlighting the details of his face and attire.
+
+Segment 3:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).A man with short dark hair stands outdoors in a sunlit area, surrounded by lush green foliage that suggests a park or garden. He wears a mustard-yellow shirt under a brown sleeveless vest and holds a white flip phone to his ear with his right hand. His left hand initially covers his forehead before lowering as he listens intently, his expression shifting from concern to focused attention. The natural daylight casts soft shadows, highlighting the details of his face and attire.
+
+Segment 4:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).A man with short dark hair stands outdoors in a sunlit area, surrounded by lush green foliage that suggests a park or garden. He wears a mustard-yellow shirt under a brown sleeveless vest and holds a white flip phone to his ear with his right hand. His left hand initially covers his forehead before lowering as he listens intently, his expression shifting from concern to focused attention. The natural daylight casts soft shadows, highlighting the details of his face and attire.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c/left_then_right.mp4 b/MBench-A/yume/Human/mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c/left_then_right.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..4ca22dfbf0a7a85205b79674bfa882266191d4e0
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c/left_then_right.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a2a762b422b0d3cfbfd1d83ae0e7034cf77aaf989c824239607ebe3f166b6d30
+size 1287234
diff --git a/MBench-A/yume/Human/mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c/left_then_right_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c/left_then_right_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f6f4bc74eb581a8627140a88703e7de54845884c
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c/left_then_right_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A man with short dark hair stands outdoors in a sunlit area, surrounded by lush green foliage that suggests a park or garden. He wears a mustard-yellow shirt under a brown sleeveless vest and holds a white flip phone to his ear with his right hand. His left hand initially covers his forehead before lowering as he listens intently, his expression shifting from concern to focused attention. The natural daylight casts soft shadows, highlighting the details of his face and attire.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A man with short dark hair stands outdoors in a sunlit area, surrounded by lush green foliage that suggests a park or garden. He wears a mustard-yellow shirt under a brown sleeveless vest and holds a white flip phone to his ear with his right hand. His left hand initially covers his forehead before lowering as he listens intently, his expression shifting from concern to focused attention. The natural daylight casts soft shadows, highlighting the details of his face and attire.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A man with short dark hair stands outdoors in a sunlit area, surrounded by lush green foliage that suggests a park or garden. He wears a mustard-yellow shirt under a brown sleeveless vest and holds a white flip phone to his ear with his right hand. His left hand initially covers his forehead before lowering as he listens intently, his expression shifting from concern to focused attention. The natural daylight casts soft shadows, highlighting the details of his face and attire.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A man with short dark hair stands outdoors in a sunlit area, surrounded by lush green foliage that suggests a park or garden. He wears a mustard-yellow shirt under a brown sleeveless vest and holds a white flip phone to his ear with his right hand. His left hand initially covers his forehead before lowering as he listens intently, his expression shifting from concern to focused attention. The natural daylight casts soft shadows, highlighting the details of his face and attire.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A man with short dark hair stands outdoors in a sunlit area, surrounded by lush green foliage that suggests a park or garden. He wears a mustard-yellow shirt under a brown sleeveless vest and holds a white flip phone to his ear with his right hand. His left hand initially covers his forehead before lowering as he listens intently, his expression shifting from concern to focused attention. The natural daylight casts soft shadows, highlighting the details of his face and attire.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c/right_then_left.mp4 b/MBench-A/yume/Human/mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c/right_then_left.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..4f84036d30ab693f29188591c4b272cb6fc3affc
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c/right_then_left.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fd6b6e8c92ce02903dc7cf95e9c26e12b5eacafedc41b45e7587820c641b4044
+size 1388796
diff --git a/MBench-A/yume/Human/mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c/right_then_left_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c/right_then_left_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..006f40d776508b1b4b401c300c999dd3927c6611
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c/right_then_left_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A man with short dark hair stands outdoors in a sunlit area, surrounded by lush green foliage that suggests a park or garden. He wears a mustard-yellow shirt under a brown sleeveless vest and holds a white flip phone to his ear with his right hand. His left hand initially covers his forehead before lowering as he listens intently, his expression shifting from concern to focused attention. The natural daylight casts soft shadows, highlighting the details of his face and attire.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A man with short dark hair stands outdoors in a sunlit area, surrounded by lush green foliage that suggests a park or garden. He wears a mustard-yellow shirt under a brown sleeveless vest and holds a white flip phone to his ear with his right hand. His left hand initially covers his forehead before lowering as he listens intently, his expression shifting from concern to focused attention. The natural daylight casts soft shadows, highlighting the details of his face and attire.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A man with short dark hair stands outdoors in a sunlit area, surrounded by lush green foliage that suggests a park or garden. He wears a mustard-yellow shirt under a brown sleeveless vest and holds a white flip phone to his ear with his right hand. His left hand initially covers his forehead before lowering as he listens intently, his expression shifting from concern to focused attention. The natural daylight casts soft shadows, highlighting the details of his face and attire.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A man with short dark hair stands outdoors in a sunlit area, surrounded by lush green foliage that suggests a park or garden. He wears a mustard-yellow shirt under a brown sleeveless vest and holds a white flip phone to his ear with his right hand. His left hand initially covers his forehead before lowering as he listens intently, his expression shifting from concern to focused attention. The natural daylight casts soft shadows, highlighting the details of his face and attire.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A man with short dark hair stands outdoors in a sunlit area, surrounded by lush green foliage that suggests a park or garden. He wears a mustard-yellow shirt under a brown sleeveless vest and holds a white flip phone to his ear with his right hand. His left hand initially covers his forehead before lowering as he listens intently, his expression shifting from concern to focused attention. The natural daylight casts soft shadows, highlighting the details of his face and attire.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53/forward_backward.mp4 b/MBench-A/yume/Human/mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53/forward_backward.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..4edd241b8570375522386a4eadc6853ed3d3ac66
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53/forward_backward.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b3280f322651e3cccfc809eeaaf6e41f867ae8acc88257365069ef3eca207f90
+size 1784069
diff --git a/MBench-A/yume/Human/mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53/forward_backward_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53/forward_backward_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2a958f595c07bb4a466a413a2f8e30d4667883c8
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53/forward_backward_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).Inside a brightly lit indoor space, likely a school hallway, three individuals—a man and two children—stand near a doorway adorned with educational posters about respiratory health. The man, wearing glasses and a brown shirt, listens as the boy in a yellow polo shirt gestures emphatically toward the girl beside him, who wears a matching uniform and a blue headband. She responds by pointing off-screen, drawing attention to something beyond the frame. A red and black bag hangs on the wall, and green plants add a touch of nature to the scene.
+
+Segment 1:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).Inside a brightly lit indoor space, likely a school hallway, three individuals—a man and two children—stand near a doorway adorned with educational posters about respiratory health. The man, wearing glasses and a brown shirt, listens as the boy in a yellow polo shirt gestures emphatically toward the girl beside him, who wears a matching uniform and a blue headband. She responds by pointing off-screen, drawing attention to something beyond the frame. A red and black bag hangs on the wall, and green plants add a touch of nature to the scene.
+
+Segment 2:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).Inside a brightly lit indoor space, likely a school hallway, three individuals—a man and two children—stand near a doorway adorned with educational posters about respiratory health. The man, wearing glasses and a brown shirt, listens as the boy in a yellow polo shirt gestures emphatically toward the girl beside him, who wears a matching uniform and a blue headband. She responds by pointing off-screen, drawing attention to something beyond the frame. A red and black bag hangs on the wall, and green plants add a touch of nature to the scene.
+
+Segment 3:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).Inside a brightly lit indoor space, likely a school hallway, three individuals—a man and two children—stand near a doorway adorned with educational posters about respiratory health. The man, wearing glasses and a brown shirt, listens as the boy in a yellow polo shirt gestures emphatically toward the girl beside him, who wears a matching uniform and a blue headband. She responds by pointing off-screen, drawing attention to something beyond the frame. A red and black bag hangs on the wall, and green plants add a touch of nature to the scene.
+
+Segment 4:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).Inside a brightly lit indoor space, likely a school hallway, three individuals—a man and two children—stand near a doorway adorned with educational posters about respiratory health. The man, wearing glasses and a brown shirt, listens as the boy in a yellow polo shirt gestures emphatically toward the girl beside him, who wears a matching uniform and a blue headband. She responds by pointing off-screen, drawing attention to something beyond the frame. A red and black bag hangs on the wall, and green plants add a touch of nature to the scene.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53/left_then_right.mp4 b/MBench-A/yume/Human/mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53/left_then_right.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..6d61ca86e261f36956fb89880c49fe01ba1233cf
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53/left_then_right.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c11f5fcebe3ae0fe3b5918847a2ab858baab92fa878895fbd46ec678220f8232
+size 2077727
diff --git a/MBench-A/yume/Human/mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53/left_then_right_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53/left_then_right_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1c5725d79b5afaf28ff5420f85613089a09c92d1
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53/left_then_right_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).Inside a brightly lit indoor space, likely a school hallway, three individuals—a man and two children—stand near a doorway adorned with educational posters about respiratory health. The man, wearing glasses and a brown shirt, listens as the boy in a yellow polo shirt gestures emphatically toward the girl beside him, who wears a matching uniform and a blue headband. She responds by pointing off-screen, drawing attention to something beyond the frame. A red and black bag hangs on the wall, and green plants add a touch of nature to the scene.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).Inside a brightly lit indoor space, likely a school hallway, three individuals—a man and two children—stand near a doorway adorned with educational posters about respiratory health. The man, wearing glasses and a brown shirt, listens as the boy in a yellow polo shirt gestures emphatically toward the girl beside him, who wears a matching uniform and a blue headband. She responds by pointing off-screen, drawing attention to something beyond the frame. A red and black bag hangs on the wall, and green plants add a touch of nature to the scene.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).Inside a brightly lit indoor space, likely a school hallway, three individuals—a man and two children—stand near a doorway adorned with educational posters about respiratory health. The man, wearing glasses and a brown shirt, listens as the boy in a yellow polo shirt gestures emphatically toward the girl beside him, who wears a matching uniform and a blue headband. She responds by pointing off-screen, drawing attention to something beyond the frame. A red and black bag hangs on the wall, and green plants add a touch of nature to the scene.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).Inside a brightly lit indoor space, likely a school hallway, three individuals—a man and two children—stand near a doorway adorned with educational posters about respiratory health. The man, wearing glasses and a brown shirt, listens as the boy in a yellow polo shirt gestures emphatically toward the girl beside him, who wears a matching uniform and a blue headband. She responds by pointing off-screen, drawing attention to something beyond the frame. A red and black bag hangs on the wall, and green plants add a touch of nature to the scene.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).Inside a brightly lit indoor space, likely a school hallway, three individuals—a man and two children—stand near a doorway adorned with educational posters about respiratory health. The man, wearing glasses and a brown shirt, listens as the boy in a yellow polo shirt gestures emphatically toward the girl beside him, who wears a matching uniform and a blue headband. She responds by pointing off-screen, drawing attention to something beyond the frame. A red and black bag hangs on the wall, and green plants add a touch of nature to the scene.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53/right_then_left.mp4 b/MBench-A/yume/Human/mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53/right_then_left.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..e6c97b252e0495485e74bfe802a399225b90689a
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53/right_then_left.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:60b0b41e3b441ffcf9c3c4553ddc4c1db07afd07ddfb1356c6c60fe60867ff53
+size 1674517
diff --git a/MBench-A/yume/Human/mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53/right_then_left_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53/right_then_left_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f4a6991292ecb3cc522b70ad3fc4526dbfdb7a1c
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53/right_then_left_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).Inside a brightly lit indoor space, likely a school hallway, three individuals—a man and two children—stand near a doorway adorned with educational posters about respiratory health. The man, wearing glasses and a brown shirt, listens as the boy in a yellow polo shirt gestures emphatically toward the girl beside him, who wears a matching uniform and a blue headband. She responds by pointing off-screen, drawing attention to something beyond the frame. A red and black bag hangs on the wall, and green plants add a touch of nature to the scene.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).Inside a brightly lit indoor space, likely a school hallway, three individuals—a man and two children—stand near a doorway adorned with educational posters about respiratory health. The man, wearing glasses and a brown shirt, listens as the boy in a yellow polo shirt gestures emphatically toward the girl beside him, who wears a matching uniform and a blue headband. She responds by pointing off-screen, drawing attention to something beyond the frame. A red and black bag hangs on the wall, and green plants add a touch of nature to the scene.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).Inside a brightly lit indoor space, likely a school hallway, three individuals—a man and two children—stand near a doorway adorned with educational posters about respiratory health. The man, wearing glasses and a brown shirt, listens as the boy in a yellow polo shirt gestures emphatically toward the girl beside him, who wears a matching uniform and a blue headband. She responds by pointing off-screen, drawing attention to something beyond the frame. A red and black bag hangs on the wall, and green plants add a touch of nature to the scene.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).Inside a brightly lit indoor space, likely a school hallway, three individuals—a man and two children—stand near a doorway adorned with educational posters about respiratory health. The man, wearing glasses and a brown shirt, listens as the boy in a yellow polo shirt gestures emphatically toward the girl beside him, who wears a matching uniform and a blue headband. She responds by pointing off-screen, drawing attention to something beyond the frame. A red and black bag hangs on the wall, and green plants add a touch of nature to the scene.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).Inside a brightly lit indoor space, likely a school hallway, three individuals—a man and two children—stand near a doorway adorned with educational posters about respiratory health. The man, wearing glasses and a brown shirt, listens as the boy in a yellow polo shirt gestures emphatically toward the girl beside him, who wears a matching uniform and a blue headband. She responds by pointing off-screen, drawing attention to something beyond the frame. A red and black bag hangs on the wall, and green plants add a touch of nature to the scene.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d/forward_backward.mp4 b/MBench-A/yume/Human/mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d/forward_backward.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..86772c0131db31c9798b24c710ca7aa4bbaec7d1
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d/forward_backward.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7c700478e730453b94a2e2ee5a695bfd7775ae421fce0f0fde2d630c151c464f
+size 1591599
diff --git a/MBench-A/yume/Human/mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d/forward_backward_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d/forward_backward_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..81b1f91cff86933650227739616ea581a9320174
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d/forward_backward_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In a dimly lit, opulent interior adorned with red walls and golden railings, a woman in a striking red dress descends a grand staircase, greeted by a group of formally dressed men and women. The setting, rich with Nazi-era symbolism including military uniforms and a framed portrait labeled "Friedrich Zoller," suggests a high-society gathering. The woman interacts warmly with a man in a tuxedo, touching his lapel as they converse amidst others holding champagne glasses, while the atmosphere buzzes with social elegance and subtle tension.
+
+Segment 1:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In a dimly lit, opulent interior adorned with red walls and golden railings, a woman in a striking red dress descends a grand staircase, greeted by a group of formally dressed men and women. The setting, rich with Nazi-era symbolism including military uniforms and a framed portrait labeled "Friedrich Zoller," suggests a high-society gathering. The woman interacts warmly with a man in a tuxedo, touching his lapel as they converse amidst others holding champagne glasses, while the atmosphere buzzes with social elegance and subtle tension.
+
+Segment 2:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In a dimly lit, opulent interior adorned with red walls and golden railings, a woman in a striking red dress descends a grand staircase, greeted by a group of formally dressed men and women. The setting, rich with Nazi-era symbolism including military uniforms and a framed portrait labeled "Friedrich Zoller," suggests a high-society gathering. The woman interacts warmly with a man in a tuxedo, touching his lapel as they converse amidst others holding champagne glasses, while the atmosphere buzzes with social elegance and subtle tension.
+
+Segment 3:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).In a dimly lit, opulent interior adorned with red walls and golden railings, a woman in a striking red dress descends a grand staircase, greeted by a group of formally dressed men and women. The setting, rich with Nazi-era symbolism including military uniforms and a framed portrait labeled "Friedrich Zoller," suggests a high-society gathering. The woman interacts warmly with a man in a tuxedo, touching his lapel as they converse amidst others holding champagne glasses, while the atmosphere buzzes with social elegance and subtle tension.
+
+Segment 4:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).In a dimly lit, opulent interior adorned with red walls and golden railings, a woman in a striking red dress descends a grand staircase, greeted by a group of formally dressed men and women. The setting, rich with Nazi-era symbolism including military uniforms and a framed portrait labeled "Friedrich Zoller," suggests a high-society gathering. The woman interacts warmly with a man in a tuxedo, touching his lapel as they converse amidst others holding champagne glasses, while the atmosphere buzzes with social elegance and subtle tension.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d/left_then_right.mp4 b/MBench-A/yume/Human/mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d/left_then_right.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..8d3446a70b3a0b8584b052e1b038f9e2813a3bc6
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d/left_then_right.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:70987f1e54d5ae2aacd8de0456cf4672850a0bc9b9ab54c4ac65ef011fc4ef50
+size 1483404
diff --git a/MBench-A/yume/Human/mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d/left_then_right_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d/left_then_right_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2b6884aa68848730e239b28375cf405c4e9b1559
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d/left_then_right_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit, opulent interior adorned with red walls and golden railings, a woman in a striking red dress descends a grand staircase, greeted by a group of formally dressed men and women. The setting, rich with Nazi-era symbolism including military uniforms and a framed portrait labeled "Friedrich Zoller," suggests a high-society gathering. The woman interacts warmly with a man in a tuxedo, touching his lapel as they converse amidst others holding champagne glasses, while the atmosphere buzzes with social elegance and subtle tension.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit, opulent interior adorned with red walls and golden railings, a woman in a striking red dress descends a grand staircase, greeted by a group of formally dressed men and women. The setting, rich with Nazi-era symbolism including military uniforms and a framed portrait labeled "Friedrich Zoller," suggests a high-society gathering. The woman interacts warmly with a man in a tuxedo, touching his lapel as they converse amidst others holding champagne glasses, while the atmosphere buzzes with social elegance and subtle tension.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit, opulent interior adorned with red walls and golden railings, a woman in a striking red dress descends a grand staircase, greeted by a group of formally dressed men and women. The setting, rich with Nazi-era symbolism including military uniforms and a framed portrait labeled "Friedrich Zoller," suggests a high-society gathering. The woman interacts warmly with a man in a tuxedo, touching his lapel as they converse amidst others holding champagne glasses, while the atmosphere buzzes with social elegance and subtle tension.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit, opulent interior adorned with red walls and golden railings, a woman in a striking red dress descends a grand staircase, greeted by a group of formally dressed men and women. The setting, rich with Nazi-era symbolism including military uniforms and a framed portrait labeled "Friedrich Zoller," suggests a high-society gathering. The woman interacts warmly with a man in a tuxedo, touching his lapel as they converse amidst others holding champagne glasses, while the atmosphere buzzes with social elegance and subtle tension.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit, opulent interior adorned with red walls and golden railings, a woman in a striking red dress descends a grand staircase, greeted by a group of formally dressed men and women. The setting, rich with Nazi-era symbolism including military uniforms and a framed portrait labeled "Friedrich Zoller," suggests a high-society gathering. The woman interacts warmly with a man in a tuxedo, touching his lapel as they converse amidst others holding champagne glasses, while the atmosphere buzzes with social elegance and subtle tension.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d/right_then_left.mp4 b/MBench-A/yume/Human/mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d/right_then_left.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..bb57dfd1c5c7b8ccefcd4aed1f922d9ea11ff907
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d/right_then_left.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2375139f88f8bafc93137a117727d57356861df73a5c9e0bd9a38ca2b404c739
+size 1630897
diff --git a/MBench-A/yume/Human/mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d/right_then_left_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d/right_then_left_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e845c2e5b55d1e6fcbb7a3e73ee7681e1e26fae1
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d/right_then_left_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit, opulent interior adorned with red walls and golden railings, a woman in a striking red dress descends a grand staircase, greeted by a group of formally dressed men and women. The setting, rich with Nazi-era symbolism including military uniforms and a framed portrait labeled "Friedrich Zoller," suggests a high-society gathering. The woman interacts warmly with a man in a tuxedo, touching his lapel as they converse amidst others holding champagne glasses, while the atmosphere buzzes with social elegance and subtle tension.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit, opulent interior adorned with red walls and golden railings, a woman in a striking red dress descends a grand staircase, greeted by a group of formally dressed men and women. The setting, rich with Nazi-era symbolism including military uniforms and a framed portrait labeled "Friedrich Zoller," suggests a high-society gathering. The woman interacts warmly with a man in a tuxedo, touching his lapel as they converse amidst others holding champagne glasses, while the atmosphere buzzes with social elegance and subtle tension.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit, opulent interior adorned with red walls and golden railings, a woman in a striking red dress descends a grand staircase, greeted by a group of formally dressed men and women. The setting, rich with Nazi-era symbolism including military uniforms and a framed portrait labeled "Friedrich Zoller," suggests a high-society gathering. The woman interacts warmly with a man in a tuxedo, touching his lapel as they converse amidst others holding champagne glasses, while the atmosphere buzzes with social elegance and subtle tension.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit, opulent interior adorned with red walls and golden railings, a woman in a striking red dress descends a grand staircase, greeted by a group of formally dressed men and women. The setting, rich with Nazi-era symbolism including military uniforms and a framed portrait labeled "Friedrich Zoller," suggests a high-society gathering. The woman interacts warmly with a man in a tuxedo, touching his lapel as they converse amidst others holding champagne glasses, while the atmosphere buzzes with social elegance and subtle tension.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit, opulent interior adorned with red walls and golden railings, a woman in a striking red dress descends a grand staircase, greeted by a group of formally dressed men and women. The setting, rich with Nazi-era symbolism including military uniforms and a framed portrait labeled "Friedrich Zoller," suggests a high-society gathering. The woman interacts warmly with a man in a tuxedo, touching his lapel as they converse amidst others holding champagne glasses, while the atmosphere buzzes with social elegance and subtle tension.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e/forward_backward.mp4 b/MBench-A/yume/Human/mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e/forward_backward.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..faceebcf824fb99d2253b7c8b957d26c9c68a326
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e/forward_backward.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cd46d8393d4d77fe3a579bc17abcd6e8072dfce950df6c48a98e6ae10ec74893
+size 1497516
diff --git a/MBench-A/yume/Human/mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e/forward_backward_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e/forward_backward_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0a7ef42993111d912267746b1497143bc48a0b10
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e/forward_backward_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).A man and a woman walk through an elegantly decorated interior space with soft, warm lighting. The room features ornate white wrought-iron railings in the foreground, delicate floral wall patterns, and a wooden door with glass panels. The man, wearing a dark jacket over a gray shirt, walks beside the woman in a light pink sweater; both appear engaged in conversation as they move forward, occasionally turning to face each other. Their expressions suggest a calm, thoughtful exchange as they navigate the refined, spacious environment.
+
+Segment 1:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).A man and a woman walk through an elegantly decorated interior space with soft, warm lighting. The room features ornate white wrought-iron railings in the foreground, delicate floral wall patterns, and a wooden door with glass panels. The man, wearing a dark jacket over a gray shirt, walks beside the woman in a light pink sweater; both appear engaged in conversation as they move forward, occasionally turning to face each other. Their expressions suggest a calm, thoughtful exchange as they navigate the refined, spacious environment.
+
+Segment 2:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).A man and a woman walk through an elegantly decorated interior space with soft, warm lighting. The room features ornate white wrought-iron railings in the foreground, delicate floral wall patterns, and a wooden door with glass panels. The man, wearing a dark jacket over a gray shirt, walks beside the woman in a light pink sweater; both appear engaged in conversation as they move forward, occasionally turning to face each other. Their expressions suggest a calm, thoughtful exchange as they navigate the refined, spacious environment.
+
+Segment 3:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).A man and a woman walk through an elegantly decorated interior space with soft, warm lighting. The room features ornate white wrought-iron railings in the foreground, delicate floral wall patterns, and a wooden door with glass panels. The man, wearing a dark jacket over a gray shirt, walks beside the woman in a light pink sweater; both appear engaged in conversation as they move forward, occasionally turning to face each other. Their expressions suggest a calm, thoughtful exchange as they navigate the refined, spacious environment.
+
+Segment 4:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).A man and a woman walk through an elegantly decorated interior space with soft, warm lighting. The room features ornate white wrought-iron railings in the foreground, delicate floral wall patterns, and a wooden door with glass panels. The man, wearing a dark jacket over a gray shirt, walks beside the woman in a light pink sweater; both appear engaged in conversation as they move forward, occasionally turning to face each other. Their expressions suggest a calm, thoughtful exchange as they navigate the refined, spacious environment.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e/left_then_right.mp4 b/MBench-A/yume/Human/mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e/left_then_right.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..9f10de0e6857b21bc1b845558a51000de40801e7
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e/left_then_right.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:45d365cf2a8696fb98e90b2946fbb4dcb0a3640c3ed70f6c195c66f37dd0eddc
+size 1810901
diff --git a/MBench-A/yume/Human/mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e/left_then_right_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e/left_then_right_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..611e056f71a25cfbaee7cfa5f13eb5da724b5150
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e/left_then_right_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A man and a woman walk through an elegantly decorated interior space with soft, warm lighting. The room features ornate white wrought-iron railings in the foreground, delicate floral wall patterns, and a wooden door with glass panels. The man, wearing a dark jacket over a gray shirt, walks beside the woman in a light pink sweater; both appear engaged in conversation as they move forward, occasionally turning to face each other. Their expressions suggest a calm, thoughtful exchange as they navigate the refined, spacious environment.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A man and a woman walk through an elegantly decorated interior space with soft, warm lighting. The room features ornate white wrought-iron railings in the foreground, delicate floral wall patterns, and a wooden door with glass panels. The man, wearing a dark jacket over a gray shirt, walks beside the woman in a light pink sweater; both appear engaged in conversation as they move forward, occasionally turning to face each other. Their expressions suggest a calm, thoughtful exchange as they navigate the refined, spacious environment.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A man and a woman walk through an elegantly decorated interior space with soft, warm lighting. The room features ornate white wrought-iron railings in the foreground, delicate floral wall patterns, and a wooden door with glass panels. The man, wearing a dark jacket over a gray shirt, walks beside the woman in a light pink sweater; both appear engaged in conversation as they move forward, occasionally turning to face each other. Their expressions suggest a calm, thoughtful exchange as they navigate the refined, spacious environment.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A man and a woman walk through an elegantly decorated interior space with soft, warm lighting. The room features ornate white wrought-iron railings in the foreground, delicate floral wall patterns, and a wooden door with glass panels. The man, wearing a dark jacket over a gray shirt, walks beside the woman in a light pink sweater; both appear engaged in conversation as they move forward, occasionally turning to face each other. Their expressions suggest a calm, thoughtful exchange as they navigate the refined, spacious environment.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A man and a woman walk through an elegantly decorated interior space with soft, warm lighting. The room features ornate white wrought-iron railings in the foreground, delicate floral wall patterns, and a wooden door with glass panels. The man, wearing a dark jacket over a gray shirt, walks beside the woman in a light pink sweater; both appear engaged in conversation as they move forward, occasionally turning to face each other. Their expressions suggest a calm, thoughtful exchange as they navigate the refined, spacious environment.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e/right_then_left.mp4 b/MBench-A/yume/Human/mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e/right_then_left.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..cb75423d308b28901ec3adfc75feaf795b4ee1a0
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e/right_then_left.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:31958be5861cea1de029f1d5a3b52f00497b0ed9cbdb7c0271b5b0371eb98807
+size 1643822
diff --git a/MBench-A/yume/Human/mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e/right_then_left_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e/right_then_left_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..589b1e33e8d92be40ef2c42c7cc83914870dcaa0
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e/right_then_left_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A man and a woman walk through an elegantly decorated interior space with soft, warm lighting. The room features ornate white wrought-iron railings in the foreground, delicate floral wall patterns, and a wooden door with glass panels. The man, wearing a dark jacket over a gray shirt, walks beside the woman in a light pink sweater; both appear engaged in conversation as they move forward, occasionally turning to face each other. Their expressions suggest a calm, thoughtful exchange as they navigate the refined, spacious environment.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A man and a woman walk through an elegantly decorated interior space with soft, warm lighting. The room features ornate white wrought-iron railings in the foreground, delicate floral wall patterns, and a wooden door with glass panels. The man, wearing a dark jacket over a gray shirt, walks beside the woman in a light pink sweater; both appear engaged in conversation as they move forward, occasionally turning to face each other. Their expressions suggest a calm, thoughtful exchange as they navigate the refined, spacious environment.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A man and a woman walk through an elegantly decorated interior space with soft, warm lighting. The room features ornate white wrought-iron railings in the foreground, delicate floral wall patterns, and a wooden door with glass panels. The man, wearing a dark jacket over a gray shirt, walks beside the woman in a light pink sweater; both appear engaged in conversation as they move forward, occasionally turning to face each other. Their expressions suggest a calm, thoughtful exchange as they navigate the refined, spacious environment.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A man and a woman walk through an elegantly decorated interior space with soft, warm lighting. The room features ornate white wrought-iron railings in the foreground, delicate floral wall patterns, and a wooden door with glass panels. The man, wearing a dark jacket over a gray shirt, walks beside the woman in a light pink sweater; both appear engaged in conversation as they move forward, occasionally turning to face each other. Their expressions suggest a calm, thoughtful exchange as they navigate the refined, spacious environment.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A man and a woman walk through an elegantly decorated interior space with soft, warm lighting. The room features ornate white wrought-iron railings in the foreground, delicate floral wall patterns, and a wooden door with glass panels. The man, wearing a dark jacket over a gray shirt, walks beside the woman in a light pink sweater; both appear engaged in conversation as they move forward, occasionally turning to face each other. Their expressions suggest a calm, thoughtful exchange as they navigate the refined, spacious environment.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067/forward_backward.mp4 b/MBench-A/yume/Human/mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067/forward_backward.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..9a6d686f4d0006eac188ab6827d359b0eaa47ec8
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067/forward_backward.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:444c88900ed9505a9908156b0aa65939e5f27e5aa898d2f2e479f0133de9f373
+size 3553633
diff --git a/MBench-A/yume/Human/mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067/forward_backward_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067/forward_backward_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..11b6db044c693e5e024c3d4145f54e0a9f1ca1e1
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067/forward_backward_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).A man walks across a sunlit, sloped roof covered in wooden shingles, surrounded by lush greenery and distant palm trees under a hazy sky. He wears a yellow patterned shirt over a white "Champion" t-shirt, blue jeans, sunglasses, and a tool belt. As he approaches the camera, he removes his shirt, revealing a toned torso, and tosses it aside while adjusting his hair. A large antenna stands nearby on the roof.
+
+Segment 1:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).A man walks across a sunlit, sloped roof covered in wooden shingles, surrounded by lush greenery and distant palm trees under a hazy sky. He wears a yellow patterned shirt over a white "Champion" t-shirt, blue jeans, sunglasses, and a tool belt. As he approaches the camera, he removes his shirt, revealing a toned torso, and tosses it aside while adjusting his hair. A large antenna stands nearby on the roof.
+
+Segment 2:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).A man walks across a sunlit, sloped roof covered in wooden shingles, surrounded by lush greenery and distant palm trees under a hazy sky. He wears a yellow patterned shirt over a white "Champion" t-shirt, blue jeans, sunglasses, and a tool belt. As he approaches the camera, he removes his shirt, revealing a toned torso, and tosses it aside while adjusting his hair. A large antenna stands nearby on the roof.
+
+Segment 3:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).A man walks across a sunlit, sloped roof covered in wooden shingles, surrounded by lush greenery and distant palm trees under a hazy sky. He wears a yellow patterned shirt over a white "Champion" t-shirt, blue jeans, sunglasses, and a tool belt. As he approaches the camera, he removes his shirt, revealing a toned torso, and tosses it aside while adjusting his hair. A large antenna stands nearby on the roof.
+
+Segment 4:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).A man walks across a sunlit, sloped roof covered in wooden shingles, surrounded by lush greenery and distant palm trees under a hazy sky. He wears a yellow patterned shirt over a white "Champion" t-shirt, blue jeans, sunglasses, and a tool belt. As he approaches the camera, he removes his shirt, revealing a toned torso, and tosses it aside while adjusting his hair. A large antenna stands nearby on the roof.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067/left_then_right.mp4 b/MBench-A/yume/Human/mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067/left_then_right.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..dae7043ab8884cf51f928f7e5355953f3375f91b
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067/left_then_right.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:375b1d5966e343066cdf911e57d21b000a932deb3df1dc9406102c52b78622c4
+size 3495657
diff --git a/MBench-A/yume/Human/mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067/left_then_right_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067/left_then_right_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e2338797daacfd08e03c2916eb3a2acf0ca1401d
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067/left_then_right_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A man walks across a sunlit, sloped roof covered in wooden shingles, surrounded by lush greenery and distant palm trees under a hazy sky. He wears a yellow patterned shirt over a white "Champion" t-shirt, blue jeans, sunglasses, and a tool belt. As he approaches the camera, he removes his shirt, revealing a toned torso, and tosses it aside while adjusting his hair. A large antenna stands nearby on the roof.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A man walks across a sunlit, sloped roof covered in wooden shingles, surrounded by lush greenery and distant palm trees under a hazy sky. He wears a yellow patterned shirt over a white "Champion" t-shirt, blue jeans, sunglasses, and a tool belt. As he approaches the camera, he removes his shirt, revealing a toned torso, and tosses it aside while adjusting his hair. A large antenna stands nearby on the roof.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A man walks across a sunlit, sloped roof covered in wooden shingles, surrounded by lush greenery and distant palm trees under a hazy sky. He wears a yellow patterned shirt over a white "Champion" t-shirt, blue jeans, sunglasses, and a tool belt. As he approaches the camera, he removes his shirt, revealing a toned torso, and tosses it aside while adjusting his hair. A large antenna stands nearby on the roof.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A man walks across a sunlit, sloped roof covered in wooden shingles, surrounded by lush greenery and distant palm trees under a hazy sky. He wears a yellow patterned shirt over a white "Champion" t-shirt, blue jeans, sunglasses, and a tool belt. As he approaches the camera, he removes his shirt, revealing a toned torso, and tosses it aside while adjusting his hair. A large antenna stands nearby on the roof.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A man walks across a sunlit, sloped roof covered in wooden shingles, surrounded by lush greenery and distant palm trees under a hazy sky. He wears a yellow patterned shirt over a white "Champion" t-shirt, blue jeans, sunglasses, and a tool belt. As he approaches the camera, he removes his shirt, revealing a toned torso, and tosses it aside while adjusting his hair. A large antenna stands nearby on the roof.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067/right_then_left.mp4 b/MBench-A/yume/Human/mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067/right_then_left.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..2d6430f45380f210b6d10da1f538e9b082f0e4bd
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067/right_then_left.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7c597ce935bb91c99923f98ce0a15531e53b66fe44b2bf0f8e552c2ac95a41f6
+size 3078743
diff --git a/MBench-A/yume/Human/mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067/right_then_left_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067/right_then_left_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..da3bf205c84cb180d1d37b2c61966699828cae06
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067/right_then_left_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A man walks across a sunlit, sloped roof covered in wooden shingles, surrounded by lush greenery and distant palm trees under a hazy sky. He wears a yellow patterned shirt over a white "Champion" t-shirt, blue jeans, sunglasses, and a tool belt. As he approaches the camera, he removes his shirt, revealing a toned torso, and tosses it aside while adjusting his hair. A large antenna stands nearby on the roof.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A man walks across a sunlit, sloped roof covered in wooden shingles, surrounded by lush greenery and distant palm trees under a hazy sky. He wears a yellow patterned shirt over a white "Champion" t-shirt, blue jeans, sunglasses, and a tool belt. As he approaches the camera, he removes his shirt, revealing a toned torso, and tosses it aside while adjusting his hair. A large antenna stands nearby on the roof.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A man walks across a sunlit, sloped roof covered in wooden shingles, surrounded by lush greenery and distant palm trees under a hazy sky. He wears a yellow patterned shirt over a white "Champion" t-shirt, blue jeans, sunglasses, and a tool belt. As he approaches the camera, he removes his shirt, revealing a toned torso, and tosses it aside while adjusting his hair. A large antenna stands nearby on the roof.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A man walks across a sunlit, sloped roof covered in wooden shingles, surrounded by lush greenery and distant palm trees under a hazy sky. He wears a yellow patterned shirt over a white "Champion" t-shirt, blue jeans, sunglasses, and a tool belt. As he approaches the camera, he removes his shirt, revealing a toned torso, and tosses it aside while adjusting his hair. A large antenna stands nearby on the roof.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A man walks across a sunlit, sloped roof covered in wooden shingles, surrounded by lush greenery and distant palm trees under a hazy sky. He wears a yellow patterned shirt over a white "Champion" t-shirt, blue jeans, sunglasses, and a tool belt. As he approaches the camera, he removes his shirt, revealing a toned torso, and tosses it aside while adjusting his hair. A large antenna stands nearby on the roof.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_624afc154dfb1dd55409d8cec4cc3435f0a00bacb0dfd05fe151dac12b936f66/forward_backward.mp4 b/MBench-A/yume/Human/mem_openhumanvid_624afc154dfb1dd55409d8cec4cc3435f0a00bacb0dfd05fe151dac12b936f66/forward_backward.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..38d27e4a949f829f66a4359cb4ceca75c11abc97
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_624afc154dfb1dd55409d8cec4cc3435f0a00bacb0dfd05fe151dac12b936f66/forward_backward.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:16199e9cd9369fd0854a94e913f8da91b225c267da198f048323bf39243edc56
+size 1594505
diff --git a/MBench-A/yume/Human/mem_openhumanvid_624afc154dfb1dd55409d8cec4cc3435f0a00bacb0dfd05fe151dac12b936f66/forward_backward_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_624afc154dfb1dd55409d8cec4cc3435f0a00bacb0dfd05fe151dac12b936f66/forward_backward_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bcf09dd0109c3a7525bcbb628df5139ba7f35e3f
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_624afc154dfb1dd55409d8cec4cc3435f0a00bacb0dfd05fe151dac12b936f66/forward_backward_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In a dimly lit, rustic room illuminated by flickering torches and barred windows, two elderly men in traditional ancient Chinese attire engage in a solemn moment. One, with long gray hair and a beard, wears a simple robe and remains still with closed eyes, while the other, adorned with an ornate headdress and dark robes, leans forward, gently touching his companion’s shoulder. Their expressions convey deep emotion—perhaps grief or reverence—as they share a quiet, intimate interaction. A third figure stands blurred in the background, adding to the scene's gravity.
+
+Segment 1:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In a dimly lit, rustic room illuminated by flickering torches and barred windows, two elderly men in traditional ancient Chinese attire engage in a solemn moment. One, with long gray hair and a beard, wears a simple robe and remains still with closed eyes, while the other, adorned with an ornate headdress and dark robes, leans forward, gently touching his companion’s shoulder. Their expressions convey deep emotion—perhaps grief or reverence—as they share a quiet, intimate interaction. A third figure stands blurred in the background, adding to the scene's gravity.
+
+Segment 2:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In a dimly lit, rustic room illuminated by flickering torches and barred windows, two elderly men in traditional ancient Chinese attire engage in a solemn moment. One, with long gray hair and a beard, wears a simple robe and remains still with closed eyes, while the other, adorned with an ornate headdress and dark robes, leans forward, gently touching his companion’s shoulder. Their expressions convey deep emotion—perhaps grief or reverence—as they share a quiet, intimate interaction. A third figure stands blurred in the background, adding to the scene's gravity.
+
+Segment 3:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).In a dimly lit, rustic room illuminated by flickering torches and barred windows, two elderly men in traditional ancient Chinese attire engage in a solemn moment. One, with long gray hair and a beard, wears a simple robe and remains still with closed eyes, while the other, adorned with an ornate headdress and dark robes, leans forward, gently touching his companion’s shoulder. Their expressions convey deep emotion—perhaps grief or reverence—as they share a quiet, intimate interaction. A third figure stands blurred in the background, adding to the scene's gravity.
+
+Segment 4:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).In a dimly lit, rustic room illuminated by flickering torches and barred windows, two elderly men in traditional ancient Chinese attire engage in a solemn moment. One, with long gray hair and a beard, wears a simple robe and remains still with closed eyes, while the other, adorned with an ornate headdress and dark robes, leans forward, gently touching his companion’s shoulder. Their expressions convey deep emotion—perhaps grief or reverence—as they share a quiet, intimate interaction. A third figure stands blurred in the background, adding to the scene's gravity.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_624afc154dfb1dd55409d8cec4cc3435f0a00bacb0dfd05fe151dac12b936f66/left_then_right.mp4 b/MBench-A/yume/Human/mem_openhumanvid_624afc154dfb1dd55409d8cec4cc3435f0a00bacb0dfd05fe151dac12b936f66/left_then_right.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..aa7ec998b6ce7110f5a62ca6e36c7cfcfe2833a5
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_624afc154dfb1dd55409d8cec4cc3435f0a00bacb0dfd05fe151dac12b936f66/left_then_right.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dea328926d0e368d58e9e010f5c0bad55a164bd931ef025cf3d86062605b7a77
+size 1422681
diff --git a/MBench-A/yume/Human/mem_openhumanvid_624afc154dfb1dd55409d8cec4cc3435f0a00bacb0dfd05fe151dac12b936f66/left_then_right_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_624afc154dfb1dd55409d8cec4cc3435f0a00bacb0dfd05fe151dac12b936f66/left_then_right_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4450cb22634736a2a18c4596e4f114177e0fb00a
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_624afc154dfb1dd55409d8cec4cc3435f0a00bacb0dfd05fe151dac12b936f66/left_then_right_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit, rustic room illuminated by flickering torches and barred windows, two elderly men in traditional ancient Chinese attire engage in a solemn moment. One, with long gray hair and a beard, wears a simple robe and remains still with closed eyes, while the other, adorned with an ornate headdress and dark robes, leans forward, gently touching his companion’s shoulder. Their expressions convey deep emotion—perhaps grief or reverence—as they share a quiet, intimate interaction. A third figure stands blurred in the background, adding to the scene's gravity.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit, rustic room illuminated by flickering torches and barred windows, two elderly men in traditional ancient Chinese attire engage in a solemn moment. One, with long gray hair and a beard, wears a simple robe and remains still with closed eyes, while the other, adorned with an ornate headdress and dark robes, leans forward, gently touching his companion’s shoulder. Their expressions convey deep emotion—perhaps grief or reverence—as they share a quiet, intimate interaction. A third figure stands blurred in the background, adding to the scene's gravity.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit, rustic room illuminated by flickering torches and barred windows, two elderly men in traditional ancient Chinese attire engage in a solemn moment. One, with long gray hair and a beard, wears a simple robe and remains still with closed eyes, while the other, adorned with an ornate headdress and dark robes, leans forward, gently touching his companion’s shoulder. Their expressions convey deep emotion—perhaps grief or reverence—as they share a quiet, intimate interaction. A third figure stands blurred in the background, adding to the scene's gravity.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit, rustic room illuminated by flickering torches and barred windows, two elderly men in traditional ancient Chinese attire engage in a solemn moment. One, with long gray hair and a beard, wears a simple robe and remains still with closed eyes, while the other, adorned with an ornate headdress and dark robes, leans forward, gently touching his companion’s shoulder. Their expressions convey deep emotion—perhaps grief or reverence—as they share a quiet, intimate interaction. A third figure stands blurred in the background, adding to the scene's gravity.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit, rustic room illuminated by flickering torches and barred windows, two elderly men in traditional ancient Chinese attire engage in a solemn moment. One, with long gray hair and a beard, wears a simple robe and remains still with closed eyes, while the other, adorned with an ornate headdress and dark robes, leans forward, gently touching his companion’s shoulder. Their expressions convey deep emotion—perhaps grief or reverence—as they share a quiet, intimate interaction. A third figure stands blurred in the background, adding to the scene's gravity.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_624afc154dfb1dd55409d8cec4cc3435f0a00bacb0dfd05fe151dac12b936f66/right_then_left.mp4 b/MBench-A/yume/Human/mem_openhumanvid_624afc154dfb1dd55409d8cec4cc3435f0a00bacb0dfd05fe151dac12b936f66/right_then_left.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..7f568a7c13f405a796c43f6d5f0ce48fd3200ebe
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_624afc154dfb1dd55409d8cec4cc3435f0a00bacb0dfd05fe151dac12b936f66/right_then_left.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:78951e0d4b83762671da5173ea4d2a5aa7309b9ef803c3ad27e38c45e456783a
+size 1659852
diff --git a/MBench-A/yume/Human/mem_openhumanvid_624afc154dfb1dd55409d8cec4cc3435f0a00bacb0dfd05fe151dac12b936f66/right_then_left_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_624afc154dfb1dd55409d8cec4cc3435f0a00bacb0dfd05fe151dac12b936f66/right_then_left_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3ba8979a0bc4051a0413f826948755c02812eabe
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_624afc154dfb1dd55409d8cec4cc3435f0a00bacb0dfd05fe151dac12b936f66/right_then_left_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit, rustic room illuminated by flickering torches and barred windows, two elderly men in traditional ancient Chinese attire engage in a solemn moment. One, with long gray hair and a beard, wears a simple robe and remains still with closed eyes, while the other, adorned with an ornate headdress and dark robes, leans forward, gently touching his companion’s shoulder. Their expressions convey deep emotion—perhaps grief or reverence—as they share a quiet, intimate interaction. A third figure stands blurred in the background, adding to the scene's gravity.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit, rustic room illuminated by flickering torches and barred windows, two elderly men in traditional ancient Chinese attire engage in a solemn moment. One, with long gray hair and a beard, wears a simple robe and remains still with closed eyes, while the other, adorned with an ornate headdress and dark robes, leans forward, gently touching his companion’s shoulder. Their expressions convey deep emotion—perhaps grief or reverence—as they share a quiet, intimate interaction. A third figure stands blurred in the background, adding to the scene's gravity.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit, rustic room illuminated by flickering torches and barred windows, two elderly men in traditional ancient Chinese attire engage in a solemn moment. One, with long gray hair and a beard, wears a simple robe and remains still with closed eyes, while the other, adorned with an ornate headdress and dark robes, leans forward, gently touching his companion’s shoulder. Their expressions convey deep emotion—perhaps grief or reverence—as they share a quiet, intimate interaction. A third figure stands blurred in the background, adding to the scene's gravity.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit, rustic room illuminated by flickering torches and barred windows, two elderly men in traditional ancient Chinese attire engage in a solemn moment. One, with long gray hair and a beard, wears a simple robe and remains still with closed eyes, while the other, adorned with an ornate headdress and dark robes, leans forward, gently touching his companion’s shoulder. Their expressions convey deep emotion—perhaps grief or reverence—as they share a quiet, intimate interaction. A third figure stands blurred in the background, adding to the scene's gravity.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit, rustic room illuminated by flickering torches and barred windows, two elderly men in traditional ancient Chinese attire engage in a solemn moment. One, with long gray hair and a beard, wears a simple robe and remains still with closed eyes, while the other, adorned with an ornate headdress and dark robes, leans forward, gently touching his companion’s shoulder. Their expressions convey deep emotion—perhaps grief or reverence—as they share a quiet, intimate interaction. A third figure stands blurred in the background, adding to the scene's gravity.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_648172ff667b555bdbe841c37896d863b957129f8ba0f72df65ef44490d1d632/forward_backward.mp4 b/MBench-A/yume/Human/mem_openhumanvid_648172ff667b555bdbe841c37896d863b957129f8ba0f72df65ef44490d1d632/forward_backward.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..b91111dcebdbb9ed4abc04a7b91d3079059d03b8
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_648172ff667b555bdbe841c37896d863b957129f8ba0f72df65ef44490d1d632/forward_backward.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ce4ef40743b2876dae677de174166c297c1cc526c0f9ce672dfa5cae38db52af
+size 1400926
diff --git a/MBench-A/yume/Human/mem_openhumanvid_648172ff667b555bdbe841c37896d863b957129f8ba0f72df65ef44490d1d632/forward_backward_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_648172ff667b555bdbe841c37896d863b957129f8ba0f72df65ef44490d1d632/forward_backward_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..84509ded7acaf3f6e625216b0ddc53205294c346
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_648172ff667b555bdbe841c37896d863b957129f8ba0f72df65ef44490d1d632/forward_backward_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).A woman sits in a dimly lit room, wearing a floral-patterned blouse and a delicate gold necklace. Her dark hair is pulled back, and she appears focused as she opens a brown cloth bag, revealing a smartphone. She picks up the phone, brings it to her ear, and begins speaking with a concerned expression. The background is shadowy, with hints of colorful fabric hanging on a wooden structure, suggesting an intimate, possibly traditional setting.
+
+Segment 1:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).A woman sits in a dimly lit room, wearing a floral-patterned blouse and a delicate gold necklace. Her dark hair is pulled back, and she appears focused as she opens a brown cloth bag, revealing a smartphone. She picks up the phone, brings it to her ear, and begins speaking with a concerned expression. The background is shadowy, with hints of colorful fabric hanging on a wooden structure, suggesting an intimate, possibly traditional setting.
+
+Segment 2:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).A woman sits in a dimly lit room, wearing a floral-patterned blouse and a delicate gold necklace. Her dark hair is pulled back, and she appears focused as she opens a brown cloth bag, revealing a smartphone. She picks up the phone, brings it to her ear, and begins speaking with a concerned expression. The background is shadowy, with hints of colorful fabric hanging on a wooden structure, suggesting an intimate, possibly traditional setting.
+
+Segment 3:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).A woman sits in a dimly lit room, wearing a floral-patterned blouse and a delicate gold necklace. Her dark hair is pulled back, and she appears focused as she opens a brown cloth bag, revealing a smartphone. She picks up the phone, brings it to her ear, and begins speaking with a concerned expression. The background is shadowy, with hints of colorful fabric hanging on a wooden structure, suggesting an intimate, possibly traditional setting.
+
+Segment 4:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).A woman sits in a dimly lit room, wearing a floral-patterned blouse and a delicate gold necklace. Her dark hair is pulled back, and she appears focused as she opens a brown cloth bag, revealing a smartphone. She picks up the phone, brings it to her ear, and begins speaking with a concerned expression. The background is shadowy, with hints of colorful fabric hanging on a wooden structure, suggesting an intimate, possibly traditional setting.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_648172ff667b555bdbe841c37896d863b957129f8ba0f72df65ef44490d1d632/left_then_right.mp4 b/MBench-A/yume/Human/mem_openhumanvid_648172ff667b555bdbe841c37896d863b957129f8ba0f72df65ef44490d1d632/left_then_right.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..833a2202001abe65b0d381d4221021388a9f086a
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_648172ff667b555bdbe841c37896d863b957129f8ba0f72df65ef44490d1d632/left_then_right.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:feea50f358709196cf717f13371b8280d6e39d5ee9b38c8483c8295cf0b421c3
+size 1364364
diff --git a/MBench-A/yume/Human/mem_openhumanvid_648172ff667b555bdbe841c37896d863b957129f8ba0f72df65ef44490d1d632/left_then_right_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_648172ff667b555bdbe841c37896d863b957129f8ba0f72df65ef44490d1d632/left_then_right_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a5573a845f16b00530f0f2898894c656534391e6
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_648172ff667b555bdbe841c37896d863b957129f8ba0f72df65ef44490d1d632/left_then_right_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A woman sits in a dimly lit room, wearing a floral-patterned blouse and a delicate gold necklace. Her dark hair is pulled back, and she appears focused as she opens a brown cloth bag, revealing a smartphone. She picks up the phone, brings it to her ear, and begins speaking with a concerned expression. The background is shadowy, with hints of colorful fabric hanging on a wooden structure, suggesting an intimate, possibly traditional setting.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A woman sits in a dimly lit room, wearing a floral-patterned blouse and a delicate gold necklace. Her dark hair is pulled back, and she appears focused as she opens a brown cloth bag, revealing a smartphone. She picks up the phone, brings it to her ear, and begins speaking with a concerned expression. The background is shadowy, with hints of colorful fabric hanging on a wooden structure, suggesting an intimate, possibly traditional setting.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A woman sits in a dimly lit room, wearing a floral-patterned blouse and a delicate gold necklace. Her dark hair is pulled back, and she appears focused as she opens a brown cloth bag, revealing a smartphone. She picks up the phone, brings it to her ear, and begins speaking with a concerned expression. The background is shadowy, with hints of colorful fabric hanging on a wooden structure, suggesting an intimate, possibly traditional setting.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A woman sits in a dimly lit room, wearing a floral-patterned blouse and a delicate gold necklace. Her dark hair is pulled back, and she appears focused as she opens a brown cloth bag, revealing a smartphone. She picks up the phone, brings it to her ear, and begins speaking with a concerned expression. The background is shadowy, with hints of colorful fabric hanging on a wooden structure, suggesting an intimate, possibly traditional setting.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A woman sits in a dimly lit room, wearing a floral-patterned blouse and a delicate gold necklace. Her dark hair is pulled back, and she appears focused as she opens a brown cloth bag, revealing a smartphone. She picks up the phone, brings it to her ear, and begins speaking with a concerned expression. The background is shadowy, with hints of colorful fabric hanging on a wooden structure, suggesting an intimate, possibly traditional setting.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_648172ff667b555bdbe841c37896d863b957129f8ba0f72df65ef44490d1d632/right_then_left.mp4 b/MBench-A/yume/Human/mem_openhumanvid_648172ff667b555bdbe841c37896d863b957129f8ba0f72df65ef44490d1d632/right_then_left.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..171dd3893a2db269a8755ab26f048bba17da8e98
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_648172ff667b555bdbe841c37896d863b957129f8ba0f72df65ef44490d1d632/right_then_left.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:261ae81101a5b821db4e59bee849339a1b329126577907a51a4f3b9c72c9230d
+size 1497937
diff --git a/MBench-A/yume/Human/mem_openhumanvid_648172ff667b555bdbe841c37896d863b957129f8ba0f72df65ef44490d1d632/right_then_left_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_648172ff667b555bdbe841c37896d863b957129f8ba0f72df65ef44490d1d632/right_then_left_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5d0a38f5f4215d6aad4328f2a6b60c6ada91554b
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_648172ff667b555bdbe841c37896d863b957129f8ba0f72df65ef44490d1d632/right_then_left_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A woman sits in a dimly lit room, wearing a floral-patterned blouse and a delicate gold necklace. Her dark hair is pulled back, and she appears focused as she opens a brown cloth bag, revealing a smartphone. She picks up the phone, brings it to her ear, and begins speaking with a concerned expression. The background is shadowy, with hints of colorful fabric hanging on a wooden structure, suggesting an intimate, possibly traditional setting.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A woman sits in a dimly lit room, wearing a floral-patterned blouse and a delicate gold necklace. Her dark hair is pulled back, and she appears focused as she opens a brown cloth bag, revealing a smartphone. She picks up the phone, brings it to her ear, and begins speaking with a concerned expression. The background is shadowy, with hints of colorful fabric hanging on a wooden structure, suggesting an intimate, possibly traditional setting.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A woman sits in a dimly lit room, wearing a floral-patterned blouse and a delicate gold necklace. Her dark hair is pulled back, and she appears focused as she opens a brown cloth bag, revealing a smartphone. She picks up the phone, brings it to her ear, and begins speaking with a concerned expression. The background is shadowy, with hints of colorful fabric hanging on a wooden structure, suggesting an intimate, possibly traditional setting.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A woman sits in a dimly lit room, wearing a floral-patterned blouse and a delicate gold necklace. Her dark hair is pulled back, and she appears focused as she opens a brown cloth bag, revealing a smartphone. She picks up the phone, brings it to her ear, and begins speaking with a concerned expression. The background is shadowy, with hints of colorful fabric hanging on a wooden structure, suggesting an intimate, possibly traditional setting.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A woman sits in a dimly lit room, wearing a floral-patterned blouse and a delicate gold necklace. Her dark hair is pulled back, and she appears focused as she opens a brown cloth bag, revealing a smartphone. She picks up the phone, brings it to her ear, and begins speaking with a concerned expression. The background is shadowy, with hints of colorful fabric hanging on a wooden structure, suggesting an intimate, possibly traditional setting.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_6a7d09a3add8ca9b49569c206c1d279510f527b473e6f3b976f41f11271da841/forward_backward.mp4 b/MBench-A/yume/Human/mem_openhumanvid_6a7d09a3add8ca9b49569c206c1d279510f527b473e6f3b976f41f11271da841/forward_backward.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..35e0679a349093b067e57b67e2d078318a77a59d
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_6a7d09a3add8ca9b49569c206c1d279510f527b473e6f3b976f41f11271da841/forward_backward.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:241dd1358f9e23e42fb14c613e217e195f2432247f18e979823c25e5bc72dec8
+size 2379895
diff --git a/MBench-A/yume/Human/mem_openhumanvid_6a7d09a3add8ca9b49569c206c1d279510f527b473e6f3b976f41f11271da841/forward_backward_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_6a7d09a3add8ca9b49569c206c1d279510f527b473e6f3b976f41f11271da841/forward_backward_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dbb6c799b0bc7303c9a89dd527cf08b9ab9f67b9
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_6a7d09a3add8ca9b49569c206c1d279510f527b473e6f3b976f41f11271da841/forward_backward_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In an elegantly decorated room with floral screen panels, a man in a navy blue military-style uniform adorned with medals and white gloves sits center frame, wearing round sunglasses and a prominent mustache. He gestures animatedly while speaking. Flanking him are two women in vintage attire—one in a striped cheongsam with pearls, the other in a lace-patterned lavender dress—both smiling subtly as one fans him with a traditional hand fan. The lighting is soft and warm, highlighting their poised expressions and refined surroundings.
+
+Segment 1:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In an elegantly decorated room with floral screen panels, a man in a navy blue military-style uniform adorned with medals and white gloves sits center frame, wearing round sunglasses and a prominent mustache. He gestures animatedly while speaking. Flanking him are two women in vintage attire—one in a striped cheongsam with pearls, the other in a lace-patterned lavender dress—both smiling subtly as one fans him with a traditional hand fan. The lighting is soft and warm, highlighting their poised expressions and refined surroundings.
+
+Segment 2:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In an elegantly decorated room with floral screen panels, a man in a navy blue military-style uniform adorned with medals and white gloves sits center frame, wearing round sunglasses and a prominent mustache. He gestures animatedly while speaking. Flanking him are two women in vintage attire—one in a striped cheongsam with pearls, the other in a lace-patterned lavender dress—both smiling subtly as one fans him with a traditional hand fan. The lighting is soft and warm, highlighting their poised expressions and refined surroundings.
+
+Segment 3:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).In an elegantly decorated room with floral screen panels, a man in a navy blue military-style uniform adorned with medals and white gloves sits center frame, wearing round sunglasses and a prominent mustache. He gestures animatedly while speaking. Flanking him are two women in vintage attire—one in a striped cheongsam with pearls, the other in a lace-patterned lavender dress—both smiling subtly as one fans him with a traditional hand fan. The lighting is soft and warm, highlighting their poised expressions and refined surroundings.
+
+Segment 4:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).In an elegantly decorated room with floral screen panels, a man in a navy blue military-style uniform adorned with medals and white gloves sits center frame, wearing round sunglasses and a prominent mustache. He gestures animatedly while speaking. Flanking him are two women in vintage attire—one in a striped cheongsam with pearls, the other in a lace-patterned lavender dress—both smiling subtly as one fans him with a traditional hand fan. The lighting is soft and warm, highlighting their poised expressions and refined surroundings.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_6a7d09a3add8ca9b49569c206c1d279510f527b473e6f3b976f41f11271da841/left_then_right.mp4 b/MBench-A/yume/Human/mem_openhumanvid_6a7d09a3add8ca9b49569c206c1d279510f527b473e6f3b976f41f11271da841/left_then_right.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..4b5350314d75a7f13c664aa6a08242e9d3974ef5
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_6a7d09a3add8ca9b49569c206c1d279510f527b473e6f3b976f41f11271da841/left_then_right.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e467343496d2bc2c9b41e254fcf23443e8adb6c9def08ea51563174b86868da6
+size 2284734
diff --git a/MBench-A/yume/Human/mem_openhumanvid_6a7d09a3add8ca9b49569c206c1d279510f527b473e6f3b976f41f11271da841/left_then_right_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_6a7d09a3add8ca9b49569c206c1d279510f527b473e6f3b976f41f11271da841/left_then_right_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1e508f9b208e1a7be6cbf54cf734dc463ea7c737
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_6a7d09a3add8ca9b49569c206c1d279510f527b473e6f3b976f41f11271da841/left_then_right_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In an elegantly decorated room with floral screen panels, a man in a navy blue military-style uniform adorned with medals and white gloves sits center frame, wearing round sunglasses and a prominent mustache. He gestures animatedly while speaking. Flanking him are two women in vintage attire—one in a striped cheongsam with pearls, the other in a lace-patterned lavender dress—both smiling subtly as one fans him with a traditional hand fan. The lighting is soft and warm, highlighting their poised expressions and refined surroundings.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In an elegantly decorated room with floral screen panels, a man in a navy blue military-style uniform adorned with medals and white gloves sits center frame, wearing round sunglasses and a prominent mustache. He gestures animatedly while speaking. Flanking him are two women in vintage attire—one in a striped cheongsam with pearls, the other in a lace-patterned lavender dress—both smiling subtly as one fans him with a traditional hand fan. The lighting is soft and warm, highlighting their poised expressions and refined surroundings.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In an elegantly decorated room with floral screen panels, a man in a navy blue military-style uniform adorned with medals and white gloves sits center frame, wearing round sunglasses and a prominent mustache. He gestures animatedly while speaking. Flanking him are two women in vintage attire—one in a striped cheongsam with pearls, the other in a lace-patterned lavender dress—both smiling subtly as one fans him with a traditional hand fan. The lighting is soft and warm, highlighting their poised expressions and refined surroundings.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In an elegantly decorated room with floral screen panels, a man in a navy blue military-style uniform adorned with medals and white gloves sits center frame, wearing round sunglasses and a prominent mustache. He gestures animatedly while speaking. Flanking him are two women in vintage attire—one in a striped cheongsam with pearls, the other in a lace-patterned lavender dress—both smiling subtly as one fans him with a traditional hand fan. The lighting is soft and warm, highlighting their poised expressions and refined surroundings.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In an elegantly decorated room with floral screen panels, a man in a navy blue military-style uniform adorned with medals and white gloves sits center frame, wearing round sunglasses and a prominent mustache. He gestures animatedly while speaking. Flanking him are two women in vintage attire—one in a striped cheongsam with pearls, the other in a lace-patterned lavender dress—both smiling subtly as one fans him with a traditional hand fan. The lighting is soft and warm, highlighting their poised expressions and refined surroundings.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_6a7d09a3add8ca9b49569c206c1d279510f527b473e6f3b976f41f11271da841/right_then_left.mp4 b/MBench-A/yume/Human/mem_openhumanvid_6a7d09a3add8ca9b49569c206c1d279510f527b473e6f3b976f41f11271da841/right_then_left.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..d1d3d65514ca4f0107a7c1a1dc30c59bbb102149
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_6a7d09a3add8ca9b49569c206c1d279510f527b473e6f3b976f41f11271da841/right_then_left.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7bfdc82a6b01a5aa58310decce161926fc39b81ef571a9c9d5cdc2301cc4f66e
+size 2424696
diff --git a/MBench-A/yume/Human/mem_openhumanvid_6a7d09a3add8ca9b49569c206c1d279510f527b473e6f3b976f41f11271da841/right_then_left_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_6a7d09a3add8ca9b49569c206c1d279510f527b473e6f3b976f41f11271da841/right_then_left_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b5afc5fe5a10931c28093497b36d49fefe3bf4e4
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_6a7d09a3add8ca9b49569c206c1d279510f527b473e6f3b976f41f11271da841/right_then_left_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In an elegantly decorated room with floral screen panels, a man in a navy blue military-style uniform adorned with medals and white gloves sits center frame, wearing round sunglasses and a prominent mustache. He gestures animatedly while speaking. Flanking him are two women in vintage attire—one in a striped cheongsam with pearls, the other in a lace-patterned lavender dress—both smiling subtly as one fans him with a traditional hand fan. The lighting is soft and warm, highlighting their poised expressions and refined surroundings.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In an elegantly decorated room with floral screen panels, a man in a navy blue military-style uniform adorned with medals and white gloves sits center frame, wearing round sunglasses and a prominent mustache. He gestures animatedly while speaking. Flanking him are two women in vintage attire—one in a striped cheongsam with pearls, the other in a lace-patterned lavender dress—both smiling subtly as one fans him with a traditional hand fan. The lighting is soft and warm, highlighting their poised expressions and refined surroundings.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In an elegantly decorated room with floral screen panels, a man in a navy blue military-style uniform adorned with medals and white gloves sits center frame, wearing round sunglasses and a prominent mustache. He gestures animatedly while speaking. Flanking him are two women in vintage attire—one in a striped cheongsam with pearls, the other in a lace-patterned lavender dress—both smiling subtly as one fans him with a traditional hand fan. The lighting is soft and warm, highlighting their poised expressions and refined surroundings.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In an elegantly decorated room with floral screen panels, a man in a navy blue military-style uniform adorned with medals and white gloves sits center frame, wearing round sunglasses and a prominent mustache. He gestures animatedly while speaking. Flanking him are two women in vintage attire—one in a striped cheongsam with pearls, the other in a lace-patterned lavender dress—both smiling subtly as one fans him with a traditional hand fan. The lighting is soft and warm, highlighting their poised expressions and refined surroundings.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In an elegantly decorated room with floral screen panels, a man in a navy blue military-style uniform adorned with medals and white gloves sits center frame, wearing round sunglasses and a prominent mustache. He gestures animatedly while speaking. Flanking him are two women in vintage attire—one in a striped cheongsam with pearls, the other in a lace-patterned lavender dress—both smiling subtly as one fans him with a traditional hand fan. The lighting is soft and warm, highlighting their poised expressions and refined surroundings.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2/forward_backward.mp4 b/MBench-A/yume/Human/mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2/forward_backward.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..f8d6dea02c4f1e4a3b57102cef1ec8edc3d9e711
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2/forward_backward.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2dd4753dd76515656d424b42082ba263eef3689ea05974bb284c3b0a0400a024
+size 2267842
diff --git a/MBench-A/yume/Human/mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2/forward_backward_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2/forward_backward_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0de710db339ef2e4e6ffea3a3f306ffae5f034d9
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2/forward_backward_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In a bright, spacious corridor with white arched walls and large black vases, several people gather in a social setting. Two men greet each other warmly, one in a red patterned shirt and shorts, the other in a pink suit. A woman in an orange and black striped outfit lifts her leg playfully as she interacts with them. Others stand nearby, including a woman in white pants and a leopard-print top, and another in a long dark dress holding a clutch. The atmosphere is lively, with light streaming through windows, and people engaging in animated conversation.
+
+Segment 1:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In a bright, spacious corridor with white arched walls and large black vases, several people gather in a social setting. Two men greet each other warmly, one in a red patterned shirt and shorts, the other in a pink suit. A woman in an orange and black striped outfit lifts her leg playfully as she interacts with them. Others stand nearby, including a woman in white pants and a leopard-print top, and another in a long dark dress holding a clutch. The atmosphere is lively, with light streaming through windows, and people engaging in animated conversation.
+
+Segment 2:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In a bright, spacious corridor with white arched walls and large black vases, several people gather in a social setting. Two men greet each other warmly, one in a red patterned shirt and shorts, the other in a pink suit. A woman in an orange and black striped outfit lifts her leg playfully as she interacts with them. Others stand nearby, including a woman in white pants and a leopard-print top, and another in a long dark dress holding a clutch. The atmosphere is lively, with light streaming through windows, and people engaging in animated conversation.
+
+Segment 3:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).In a bright, spacious corridor with white arched walls and large black vases, several people gather in a social setting. Two men greet each other warmly, one in a red patterned shirt and shorts, the other in a pink suit. A woman in an orange and black striped outfit lifts her leg playfully as she interacts with them. Others stand nearby, including a woman in white pants and a leopard-print top, and another in a long dark dress holding a clutch. The atmosphere is lively, with light streaming through windows, and people engaging in animated conversation.
+
+Segment 4:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).In a bright, spacious corridor with white arched walls and large black vases, several people gather in a social setting. Two men greet each other warmly, one in a red patterned shirt and shorts, the other in a pink suit. A woman in an orange and black striped outfit lifts her leg playfully as she interacts with them. Others stand nearby, including a woman in white pants and a leopard-print top, and another in a long dark dress holding a clutch. The atmosphere is lively, with light streaming through windows, and people engaging in animated conversation.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2/left_then_right.mp4 b/MBench-A/yume/Human/mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2/left_then_right.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..050c23cf106d534c18b4958e125b1e52a1c9188e
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2/left_then_right.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bdbf1e40f42faf1559b35d9d8a77479e72e1b20394ba630d31ce721051f2b0bc
+size 2034418
diff --git a/MBench-A/yume/Human/mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2/left_then_right_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2/left_then_right_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f3bea9ef739636d46fc9b3cc1393a9dfcc25cc25
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2/left_then_right_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a bright, spacious corridor with white arched walls and large black vases, several people gather in a social setting. Two men greet each other warmly, one in a red patterned shirt and shorts, the other in a pink suit. A woman in an orange and black striped outfit lifts her leg playfully as she interacts with them. Others stand nearby, including a woman in white pants and a leopard-print top, and another in a long dark dress holding a clutch. The atmosphere is lively, with light streaming through windows, and people engaging in animated conversation.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a bright, spacious corridor with white arched walls and large black vases, several people gather in a social setting. Two men greet each other warmly, one in a red patterned shirt and shorts, the other in a pink suit. A woman in an orange and black striped outfit lifts her leg playfully as she interacts with them. Others stand nearby, including a woman in white pants and a leopard-print top, and another in a long dark dress holding a clutch. The atmosphere is lively, with light streaming through windows, and people engaging in animated conversation.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a bright, spacious corridor with white arched walls and large black vases, several people gather in a social setting. Two men greet each other warmly, one in a red patterned shirt and shorts, the other in a pink suit. A woman in an orange and black striped outfit lifts her leg playfully as she interacts with them. Others stand nearby, including a woman in white pants and a leopard-print top, and another in a long dark dress holding a clutch. The atmosphere is lively, with light streaming through windows, and people engaging in animated conversation.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a bright, spacious corridor with white arched walls and large black vases, several people gather in a social setting. Two men greet each other warmly, one in a red patterned shirt and shorts, the other in a pink suit. A woman in an orange and black striped outfit lifts her leg playfully as she interacts with them. Others stand nearby, including a woman in white pants and a leopard-print top, and another in a long dark dress holding a clutch. The atmosphere is lively, with light streaming through windows, and people engaging in animated conversation.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a bright, spacious corridor with white arched walls and large black vases, several people gather in a social setting. Two men greet each other warmly, one in a red patterned shirt and shorts, the other in a pink suit. A woman in an orange and black striped outfit lifts her leg playfully as she interacts with them. Others stand nearby, including a woman in white pants and a leopard-print top, and another in a long dark dress holding a clutch. The atmosphere is lively, with light streaming through windows, and people engaging in animated conversation.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2/right_then_left.mp4 b/MBench-A/yume/Human/mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2/right_then_left.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..863f4e6c753546226d4547d89f661182644e2967
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2/right_then_left.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:043ffe90aed4d900927d4a85bb65078a47ca249852a2e9c9d9db64e6bfe1ff3b
+size 2190520
diff --git a/MBench-A/yume/Human/mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2/right_then_left_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2/right_then_left_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..53790d0e55e08fd74db6f74f0f03d93db29f7f91
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2/right_then_left_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a bright, spacious corridor with white arched walls and large black vases, several people gather in a social setting. Two men greet each other warmly, one in a red patterned shirt and shorts, the other in a pink suit. A woman in an orange and black striped outfit lifts her leg playfully as she interacts with them. Others stand nearby, including a woman in white pants and a leopard-print top, and another in a long dark dress holding a clutch. The atmosphere is lively, with light streaming through windows, and people engaging in animated conversation.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a bright, spacious corridor with white arched walls and large black vases, several people gather in a social setting. Two men greet each other warmly, one in a red patterned shirt and shorts, the other in a pink suit. A woman in an orange and black striped outfit lifts her leg playfully as she interacts with them. Others stand nearby, including a woman in white pants and a leopard-print top, and another in a long dark dress holding a clutch. The atmosphere is lively, with light streaming through windows, and people engaging in animated conversation.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a bright, spacious corridor with white arched walls and large black vases, several people gather in a social setting. Two men greet each other warmly, one in a red patterned shirt and shorts, the other in a pink suit. A woman in an orange and black striped outfit lifts her leg playfully as she interacts with them. Others stand nearby, including a woman in white pants and a leopard-print top, and another in a long dark dress holding a clutch. The atmosphere is lively, with light streaming through windows, and people engaging in animated conversation.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a bright, spacious corridor with white arched walls and large black vases, several people gather in a social setting. Two men greet each other warmly, one in a red patterned shirt and shorts, the other in a pink suit. A woman in an orange and black striped outfit lifts her leg playfully as she interacts with them. Others stand nearby, including a woman in white pants and a leopard-print top, and another in a long dark dress holding a clutch. The atmosphere is lively, with light streaming through windows, and people engaging in animated conversation.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a bright, spacious corridor with white arched walls and large black vases, several people gather in a social setting. Two men greet each other warmly, one in a red patterned shirt and shorts, the other in a pink suit. A woman in an orange and black striped outfit lifts her leg playfully as she interacts with them. Others stand nearby, including a woman in white pants and a leopard-print top, and another in a long dark dress holding a clutch. The atmosphere is lively, with light streaming through windows, and people engaging in animated conversation.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_6b9b1a8e216fab48de8cd19e4dc64623938d6ba960de15aa358d749b58cf4ad1/forward_backward.mp4 b/MBench-A/yume/Human/mem_openhumanvid_6b9b1a8e216fab48de8cd19e4dc64623938d6ba960de15aa358d749b58cf4ad1/forward_backward.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..37c97007ca3f33a9b49f7397ac74db8589ade6e1
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_6b9b1a8e216fab48de8cd19e4dc64623938d6ba960de15aa358d749b58cf4ad1/forward_backward.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:40ad6949bf5501313d3cf067fea47375015ed8b09685182c0ecb47d228d3e700
+size 1233688
diff --git a/MBench-A/yume/Human/mem_openhumanvid_6b9b1a8e216fab48de8cd19e4dc64623938d6ba960de15aa358d749b58cf4ad1/forward_backward_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_6b9b1a8e216fab48de8cd19e4dc64623938d6ba960de15aa358d749b58cf4ad1/forward_backward_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b715bdc7565e2f5086f929e8871f7b49188cb689
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_6b9b1a8e216fab48de8cd19e4dc64623938d6ba960de15aa358d749b58cf4ad1/forward_backward_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In a dimly lit, modestly furnished room with vintage decor, including framed pictures, a wooden cabinet, and a bed in the background, a man and a woman sit across from each other at a wooden table. The woman, wearing a white blouse with dark sleeves, speaks animatedly while gesturing and sipping from a glass. The man, in a light-colored shirt, listens intently with his arms crossed. A white lidded mug sits between them, and soft lighting casts shadows around the space, emphasizing the intimate, serious tone of their conversation.
+
+Segment 1:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In a dimly lit, modestly furnished room with vintage decor, including framed pictures, a wooden cabinet, and a bed in the background, a man and a woman sit across from each other at a wooden table. The woman, wearing a white blouse with dark sleeves, speaks animatedly while gesturing and sipping from a glass. The man, in a light-colored shirt, listens intently with his arms crossed. A white lidded mug sits between them, and soft lighting casts shadows around the space, emphasizing the intimate, serious tone of their conversation.
+
+Segment 2:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In a dimly lit, modestly furnished room with vintage decor, including framed pictures, a wooden cabinet, and a bed in the background, a man and a woman sit across from each other at a wooden table. The woman, wearing a white blouse with dark sleeves, speaks animatedly while gesturing and sipping from a glass. The man, in a light-colored shirt, listens intently with his arms crossed. A white lidded mug sits between them, and soft lighting casts shadows around the space, emphasizing the intimate, serious tone of their conversation.
+
+Segment 3:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).In a dimly lit, modestly furnished room with vintage decor, including framed pictures, a wooden cabinet, and a bed in the background, a man and a woman sit across from each other at a wooden table. The woman, wearing a white blouse with dark sleeves, speaks animatedly while gesturing and sipping from a glass. The man, in a light-colored shirt, listens intently with his arms crossed. A white lidded mug sits between them, and soft lighting casts shadows around the space, emphasizing the intimate, serious tone of their conversation.
+
+Segment 4:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).In a dimly lit, modestly furnished room with vintage decor, including framed pictures, a wooden cabinet, and a bed in the background, a man and a woman sit across from each other at a wooden table. The woman, wearing a white blouse with dark sleeves, speaks animatedly while gesturing and sipping from a glass. The man, in a light-colored shirt, listens intently with his arms crossed. A white lidded mug sits between them, and soft lighting casts shadows around the space, emphasizing the intimate, serious tone of their conversation.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_6b9b1a8e216fab48de8cd19e4dc64623938d6ba960de15aa358d749b58cf4ad1/left_then_right.mp4 b/MBench-A/yume/Human/mem_openhumanvid_6b9b1a8e216fab48de8cd19e4dc64623938d6ba960de15aa358d749b58cf4ad1/left_then_right.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..c58ec13db10f17de4d94d5051b499b3fb833c235
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_6b9b1a8e216fab48de8cd19e4dc64623938d6ba960de15aa358d749b58cf4ad1/left_then_right.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a8b0889d1617abe40927e4b1281bc68f7cd16a045f3df75afef4ba0fa2c8f27d
+size 1271610
diff --git a/MBench-A/yume/Human/mem_openhumanvid_6b9b1a8e216fab48de8cd19e4dc64623938d6ba960de15aa358d749b58cf4ad1/left_then_right_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_6b9b1a8e216fab48de8cd19e4dc64623938d6ba960de15aa358d749b58cf4ad1/left_then_right_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..540151a121838c0dd9cf8957013321d9d494cddc
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_6b9b1a8e216fab48de8cd19e4dc64623938d6ba960de15aa358d749b58cf4ad1/left_then_right_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit, modestly furnished room with vintage decor, including framed pictures, a wooden cabinet, and a bed in the background, a man and a woman sit across from each other at a wooden table. The woman, wearing a white blouse with dark sleeves, speaks animatedly while gesturing and sipping from a glass. The man, in a light-colored shirt, listens intently with his arms crossed. A white lidded mug sits between them, and soft lighting casts shadows around the space, emphasizing the intimate, serious tone of their conversation.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit, modestly furnished room with vintage decor, including framed pictures, a wooden cabinet, and a bed in the background, a man and a woman sit across from each other at a wooden table. The woman, wearing a white blouse with dark sleeves, speaks animatedly while gesturing and sipping from a glass. The man, in a light-colored shirt, listens intently with his arms crossed. A white lidded mug sits between them, and soft lighting casts shadows around the space, emphasizing the intimate, serious tone of their conversation.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit, modestly furnished room with vintage decor, including framed pictures, a wooden cabinet, and a bed in the background, a man and a woman sit across from each other at a wooden table. The woman, wearing a white blouse with dark sleeves, speaks animatedly while gesturing and sipping from a glass. The man, in a light-colored shirt, listens intently with his arms crossed. A white lidded mug sits between them, and soft lighting casts shadows around the space, emphasizing the intimate, serious tone of their conversation.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit, modestly furnished room with vintage decor, including framed pictures, a wooden cabinet, and a bed in the background, a man and a woman sit across from each other at a wooden table. The woman, wearing a white blouse with dark sleeves, speaks animatedly while gesturing and sipping from a glass. The man, in a light-colored shirt, listens intently with his arms crossed. A white lidded mug sits between them, and soft lighting casts shadows around the space, emphasizing the intimate, serious tone of their conversation.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit, modestly furnished room with vintage decor, including framed pictures, a wooden cabinet, and a bed in the background, a man and a woman sit across from each other at a wooden table. The woman, wearing a white blouse with dark sleeves, speaks animatedly while gesturing and sipping from a glass. The man, in a light-colored shirt, listens intently with his arms crossed. A white lidded mug sits between them, and soft lighting casts shadows around the space, emphasizing the intimate, serious tone of their conversation.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_6b9b1a8e216fab48de8cd19e4dc64623938d6ba960de15aa358d749b58cf4ad1/right_then_left.mp4 b/MBench-A/yume/Human/mem_openhumanvid_6b9b1a8e216fab48de8cd19e4dc64623938d6ba960de15aa358d749b58cf4ad1/right_then_left.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..d84d7859ece21c0faadc3c20f892e46eb6e75ba9
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_6b9b1a8e216fab48de8cd19e4dc64623938d6ba960de15aa358d749b58cf4ad1/right_then_left.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:09043f7088f34b4eca8b042aa16556f9973fcff089db9a243b2ed015a8987b7b
+size 1177305
diff --git a/MBench-A/yume/Human/mem_openhumanvid_6b9b1a8e216fab48de8cd19e4dc64623938d6ba960de15aa358d749b58cf4ad1/right_then_left_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_6b9b1a8e216fab48de8cd19e4dc64623938d6ba960de15aa358d749b58cf4ad1/right_then_left_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b1f4e755c8aaf96fda846b563008f0893e9d70e2
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_6b9b1a8e216fab48de8cd19e4dc64623938d6ba960de15aa358d749b58cf4ad1/right_then_left_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit, modestly furnished room with vintage decor, including framed pictures, a wooden cabinet, and a bed in the background, a man and a woman sit across from each other at a wooden table. The woman, wearing a white blouse with dark sleeves, speaks animatedly while gesturing and sipping from a glass. The man, in a light-colored shirt, listens intently with his arms crossed. A white lidded mug sits between them, and soft lighting casts shadows around the space, emphasizing the intimate, serious tone of their conversation.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit, modestly furnished room with vintage decor, including framed pictures, a wooden cabinet, and a bed in the background, a man and a woman sit across from each other at a wooden table. The woman, wearing a white blouse with dark sleeves, speaks animatedly while gesturing and sipping from a glass. The man, in a light-colored shirt, listens intently with his arms crossed. A white lidded mug sits between them, and soft lighting casts shadows around the space, emphasizing the intimate, serious tone of their conversation.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit, modestly furnished room with vintage decor, including framed pictures, a wooden cabinet, and a bed in the background, a man and a woman sit across from each other at a wooden table. The woman, wearing a white blouse with dark sleeves, speaks animatedly while gesturing and sipping from a glass. The man, in a light-colored shirt, listens intently with his arms crossed. A white lidded mug sits between them, and soft lighting casts shadows around the space, emphasizing the intimate, serious tone of their conversation.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit, modestly furnished room with vintage decor, including framed pictures, a wooden cabinet, and a bed in the background, a man and a woman sit across from each other at a wooden table. The woman, wearing a white blouse with dark sleeves, speaks animatedly while gesturing and sipping from a glass. The man, in a light-colored shirt, listens intently with his arms crossed. A white lidded mug sits between them, and soft lighting casts shadows around the space, emphasizing the intimate, serious tone of their conversation.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit, modestly furnished room with vintage decor, including framed pictures, a wooden cabinet, and a bed in the background, a man and a woman sit across from each other at a wooden table. The woman, wearing a white blouse with dark sleeves, speaks animatedly while gesturing and sipping from a glass. The man, in a light-colored shirt, listens intently with his arms crossed. A white lidded mug sits between them, and soft lighting casts shadows around the space, emphasizing the intimate, serious tone of their conversation.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5/forward_backward.mp4 b/MBench-A/yume/Human/mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5/forward_backward.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..705dfb8aa88a72a4a3a0c427922c2216fd21d19d
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5/forward_backward.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fd808ee68a17d2d70be931e8ec18e1f7890f3d357d18d933853c11668daafe19
+size 1711052
diff --git a/MBench-A/yume/Human/mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5/forward_backward_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5/forward_backward_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1cc6f06280ffe2e62793b52c5545399603b88688
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5/forward_backward_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In a dimly lit, vintage-style office adorned with a large map on the wall and wooden furniture, two men engage in a tense interaction. One wears a dark Mao jacket, the other a brown suit with a vest and tie. The man in the Mao jacket places a folder on a green desk lamp before both turn and walk toward a window with lattice panes, their expressions serious. They pause near the window, exchanging glances, as daylight filters through, revealing a traditional courtyard outside.
+
+Segment 1:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In a dimly lit, vintage-style office adorned with a large map on the wall and wooden furniture, two men engage in a tense interaction. One wears a dark Mao jacket, the other a brown suit with a vest and tie. The man in the Mao jacket places a folder on a green desk lamp before both turn and walk toward a window with lattice panes, their expressions serious. They pause near the window, exchanging glances, as daylight filters through, revealing a traditional courtyard outside.
+
+Segment 2:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In a dimly lit, vintage-style office adorned with a large map on the wall and wooden furniture, two men engage in a tense interaction. One wears a dark Mao jacket, the other a brown suit with a vest and tie. The man in the Mao jacket places a folder on a green desk lamp before both turn and walk toward a window with lattice panes, their expressions serious. They pause near the window, exchanging glances, as daylight filters through, revealing a traditional courtyard outside.
+
+Segment 3:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).In a dimly lit, vintage-style office adorned with a large map on the wall and wooden furniture, two men engage in a tense interaction. One wears a dark Mao jacket, the other a brown suit with a vest and tie. The man in the Mao jacket places a folder on a green desk lamp before both turn and walk toward a window with lattice panes, their expressions serious. They pause near the window, exchanging glances, as daylight filters through, revealing a traditional courtyard outside.
+
+Segment 4:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).In a dimly lit, vintage-style office adorned with a large map on the wall and wooden furniture, two men engage in a tense interaction. One wears a dark Mao jacket, the other a brown suit with a vest and tie. The man in the Mao jacket places a folder on a green desk lamp before both turn and walk toward a window with lattice panes, their expressions serious. They pause near the window, exchanging glances, as daylight filters through, revealing a traditional courtyard outside.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5/left_then_right.mp4 b/MBench-A/yume/Human/mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5/left_then_right.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..9e76ad3c1012670f188ca3740358dfee9fad55f2
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5/left_then_right.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f6754a58ffbcb5a75d2e5156d0df9472b8455372bbea2e8b3ee9bf9370cefdbe
+size 1822062
diff --git a/MBench-A/yume/Human/mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5/left_then_right_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5/left_then_right_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..def1c2e368992ef92ed96fcac2551ecdd409481d
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5/left_then_right_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit, vintage-style office adorned with a large map on the wall and wooden furniture, two men engage in a tense interaction. One wears a dark Mao jacket, the other a brown suit with a vest and tie. The man in the Mao jacket places a folder on a green desk lamp before both turn and walk toward a window with lattice panes, their expressions serious. They pause near the window, exchanging glances, as daylight filters through, revealing a traditional courtyard outside.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit, vintage-style office adorned with a large map on the wall and wooden furniture, two men engage in a tense interaction. One wears a dark Mao jacket, the other a brown suit with a vest and tie. The man in the Mao jacket places a folder on a green desk lamp before both turn and walk toward a window with lattice panes, their expressions serious. They pause near the window, exchanging glances, as daylight filters through, revealing a traditional courtyard outside.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit, vintage-style office adorned with a large map on the wall and wooden furniture, two men engage in a tense interaction. One wears a dark Mao jacket, the other a brown suit with a vest and tie. The man in the Mao jacket places a folder on a green desk lamp before both turn and walk toward a window with lattice panes, their expressions serious. They pause near the window, exchanging glances, as daylight filters through, revealing a traditional courtyard outside.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit, vintage-style office adorned with a large map on the wall and wooden furniture, two men engage in a tense interaction. One wears a dark Mao jacket, the other a brown suit with a vest and tie. The man in the Mao jacket places a folder on a green desk lamp before both turn and walk toward a window with lattice panes, their expressions serious. They pause near the window, exchanging glances, as daylight filters through, revealing a traditional courtyard outside.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit, vintage-style office adorned with a large map on the wall and wooden furniture, two men engage in a tense interaction. One wears a dark Mao jacket, the other a brown suit with a vest and tie. The man in the Mao jacket places a folder on a green desk lamp before both turn and walk toward a window with lattice panes, their expressions serious. They pause near the window, exchanging glances, as daylight filters through, revealing a traditional courtyard outside.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5/right_then_left.mp4 b/MBench-A/yume/Human/mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5/right_then_left.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..d198ed316a1e61e377bdcf4b14444eab5efbf5c7
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5/right_then_left.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:661e76d99f40a01b98bef5179b1e4f3692c75fab3402cc7660ed57c3341dd1ed
+size 1726233
diff --git a/MBench-A/yume/Human/mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5/right_then_left_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5/right_then_left_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b8713ec807e9778f47f5c91eeb19a59e5b72885b
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5/right_then_left_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit, vintage-style office adorned with a large map on the wall and wooden furniture, two men engage in a tense interaction. One wears a dark Mao jacket, the other a brown suit with a vest and tie. The man in the Mao jacket places a folder on a green desk lamp before both turn and walk toward a window with lattice panes, their expressions serious. They pause near the window, exchanging glances, as daylight filters through, revealing a traditional courtyard outside.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit, vintage-style office adorned with a large map on the wall and wooden furniture, two men engage in a tense interaction. One wears a dark Mao jacket, the other a brown suit with a vest and tie. The man in the Mao jacket places a folder on a green desk lamp before both turn and walk toward a window with lattice panes, their expressions serious. They pause near the window, exchanging glances, as daylight filters through, revealing a traditional courtyard outside.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit, vintage-style office adorned with a large map on the wall and wooden furniture, two men engage in a tense interaction. One wears a dark Mao jacket, the other a brown suit with a vest and tie. The man in the Mao jacket places a folder on a green desk lamp before both turn and walk toward a window with lattice panes, their expressions serious. They pause near the window, exchanging glances, as daylight filters through, revealing a traditional courtyard outside.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit, vintage-style office adorned with a large map on the wall and wooden furniture, two men engage in a tense interaction. One wears a dark Mao jacket, the other a brown suit with a vest and tie. The man in the Mao jacket places a folder on a green desk lamp before both turn and walk toward a window with lattice panes, their expressions serious. They pause near the window, exchanging glances, as daylight filters through, revealing a traditional courtyard outside.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit, vintage-style office adorned with a large map on the wall and wooden furniture, two men engage in a tense interaction. One wears a dark Mao jacket, the other a brown suit with a vest and tie. The man in the Mao jacket places a folder on a green desk lamp before both turn and walk toward a window with lattice panes, their expressions serious. They pause near the window, exchanging glances, as daylight filters through, revealing a traditional courtyard outside.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_793e3f6a347e2672d701b7ba42d6ee1450191f0fb174156790ee3dd2bdca130d/forward_backward.mp4 b/MBench-A/yume/Human/mem_openhumanvid_793e3f6a347e2672d701b7ba42d6ee1450191f0fb174156790ee3dd2bdca130d/forward_backward.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..102fe1cac35e973ca91fbf9281332417504bbad4
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_793e3f6a347e2672d701b7ba42d6ee1450191f0fb174156790ee3dd2bdca130d/forward_backward.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d1e604ca452948afccc7a618f3f024e3a45666e769aa48d7afa3aff069c84baa
+size 1447834
diff --git a/MBench-A/yume/Human/mem_openhumanvid_793e3f6a347e2672d701b7ba42d6ee1450191f0fb174156790ee3dd2bdca130d/forward_backward_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_793e3f6a347e2672d701b7ba42d6ee1450191f0fb174156790ee3dd2bdca130d/forward_backward_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f8dfc1ce1bf5289c53128f3d7d0c6493bfc86718
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_793e3f6a347e2672d701b7ba42d6ee1450191f0fb174156790ee3dd2bdca130d/forward_backward_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In a dimly lit, brick-walled room resembling a jail cell with metal bars on the right, three individuals are seated on wooden chairs. A woman in an ornate pink traditional dress with gold embroidery and a high bun sits calmly, her hand briefly touching the shoulder of a man in a matching pink robe and white hat. He gestures toward a third man in a brown jacket who is distressed, bowing his head and covering his face before leaning forward in despair. The atmosphere is tense, suggesting a serious confrontation or interrogation.
+
+Segment 1:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In a dimly lit, brick-walled room resembling a jail cell with metal bars on the right, three individuals are seated on wooden chairs. A woman in an ornate pink traditional dress with gold embroidery and a high bun sits calmly, her hand briefly touching the shoulder of a man in a matching pink robe and white hat. He gestures toward a third man in a brown jacket who is distressed, bowing his head and covering his face before leaning forward in despair. The atmosphere is tense, suggesting a serious confrontation or interrogation.
+
+Segment 2:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In a dimly lit, brick-walled room resembling a jail cell with metal bars on the right, three individuals are seated on wooden chairs. A woman in an ornate pink traditional dress with gold embroidery and a high bun sits calmly, her hand briefly touching the shoulder of a man in a matching pink robe and white hat. He gestures toward a third man in a brown jacket who is distressed, bowing his head and covering his face before leaning forward in despair. The atmosphere is tense, suggesting a serious confrontation or interrogation.
+
+Segment 3:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).In a dimly lit, brick-walled room resembling a jail cell with metal bars on the right, three individuals are seated on wooden chairs. A woman in an ornate pink traditional dress with gold embroidery and a high bun sits calmly, her hand briefly touching the shoulder of a man in a matching pink robe and white hat. He gestures toward a third man in a brown jacket who is distressed, bowing his head and covering his face before leaning forward in despair. The atmosphere is tense, suggesting a serious confrontation or interrogation.
+
+Segment 4:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).In a dimly lit, brick-walled room resembling a jail cell with metal bars on the right, three individuals are seated on wooden chairs. A woman in an ornate pink traditional dress with gold embroidery and a high bun sits calmly, her hand briefly touching the shoulder of a man in a matching pink robe and white hat. He gestures toward a third man in a brown jacket who is distressed, bowing his head and covering his face before leaning forward in despair. The atmosphere is tense, suggesting a serious confrontation or interrogation.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_793e3f6a347e2672d701b7ba42d6ee1450191f0fb174156790ee3dd2bdca130d/left_then_right.mp4 b/MBench-A/yume/Human/mem_openhumanvid_793e3f6a347e2672d701b7ba42d6ee1450191f0fb174156790ee3dd2bdca130d/left_then_right.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..43b824986322528e1449cb28e80a586ca323d14a
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_793e3f6a347e2672d701b7ba42d6ee1450191f0fb174156790ee3dd2bdca130d/left_then_right.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b4c13216044725570ca9374a3662b644d90b0a05186fe34294e1e6afcca9bd2f
+size 1351632
diff --git a/MBench-A/yume/Human/mem_openhumanvid_793e3f6a347e2672d701b7ba42d6ee1450191f0fb174156790ee3dd2bdca130d/left_then_right_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_793e3f6a347e2672d701b7ba42d6ee1450191f0fb174156790ee3dd2bdca130d/left_then_right_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e031f95212480da67c292107ab5af241b1bf95fb
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_793e3f6a347e2672d701b7ba42d6ee1450191f0fb174156790ee3dd2bdca130d/left_then_right_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit, brick-walled room resembling a jail cell with metal bars on the right, three individuals are seated on wooden chairs. A woman in an ornate pink traditional dress with gold embroidery and a high bun sits calmly, her hand briefly touching the shoulder of a man in a matching pink robe and white hat. He gestures toward a third man in a brown jacket who is distressed, bowing his head and covering his face before leaning forward in despair. The atmosphere is tense, suggesting a serious confrontation or interrogation.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit, brick-walled room resembling a jail cell with metal bars on the right, three individuals are seated on wooden chairs. A woman in an ornate pink traditional dress with gold embroidery and a high bun sits calmly, her hand briefly touching the shoulder of a man in a matching pink robe and white hat. He gestures toward a third man in a brown jacket who is distressed, bowing his head and covering his face before leaning forward in despair. The atmosphere is tense, suggesting a serious confrontation or interrogation.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit, brick-walled room resembling a jail cell with metal bars on the right, three individuals are seated on wooden chairs. A woman in an ornate pink traditional dress with gold embroidery and a high bun sits calmly, her hand briefly touching the shoulder of a man in a matching pink robe and white hat. He gestures toward a third man in a brown jacket who is distressed, bowing his head and covering his face before leaning forward in despair. The atmosphere is tense, suggesting a serious confrontation or interrogation.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit, brick-walled room resembling a jail cell with metal bars on the right, three individuals are seated on wooden chairs. A woman in an ornate pink traditional dress with gold embroidery and a high bun sits calmly, her hand briefly touching the shoulder of a man in a matching pink robe and white hat. He gestures toward a third man in a brown jacket who is distressed, bowing his head and covering his face before leaning forward in despair. The atmosphere is tense, suggesting a serious confrontation or interrogation.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit, brick-walled room resembling a jail cell with metal bars on the right, three individuals are seated on wooden chairs. A woman in an ornate pink traditional dress with gold embroidery and a high bun sits calmly, her hand briefly touching the shoulder of a man in a matching pink robe and white hat. He gestures toward a third man in a brown jacket who is distressed, bowing his head and covering his face before leaning forward in despair. The atmosphere is tense, suggesting a serious confrontation or interrogation.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_793e3f6a347e2672d701b7ba42d6ee1450191f0fb174156790ee3dd2bdca130d/right_then_left.mp4 b/MBench-A/yume/Human/mem_openhumanvid_793e3f6a347e2672d701b7ba42d6ee1450191f0fb174156790ee3dd2bdca130d/right_then_left.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..f19129922cd602cff1aa12310587bd09cf8ba2d3
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_793e3f6a347e2672d701b7ba42d6ee1450191f0fb174156790ee3dd2bdca130d/right_then_left.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:83f19a1e0e9f6eefac70119b3173473f92bffc7635e4b507cca166ffaa453a4e
+size 1509149
diff --git a/MBench-A/yume/Human/mem_openhumanvid_793e3f6a347e2672d701b7ba42d6ee1450191f0fb174156790ee3dd2bdca130d/right_then_left_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_793e3f6a347e2672d701b7ba42d6ee1450191f0fb174156790ee3dd2bdca130d/right_then_left_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c3fe2ad07cdbf5d5b133e38461bb8d32ff89c396
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_793e3f6a347e2672d701b7ba42d6ee1450191f0fb174156790ee3dd2bdca130d/right_then_left_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit, brick-walled room resembling a jail cell with metal bars on the right, three individuals are seated on wooden chairs. A woman in an ornate pink traditional dress with gold embroidery and a high bun sits calmly, her hand briefly touching the shoulder of a man in a matching pink robe and white hat. He gestures toward a third man in a brown jacket who is distressed, bowing his head and covering his face before leaning forward in despair. The atmosphere is tense, suggesting a serious confrontation or interrogation.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit, brick-walled room resembling a jail cell with metal bars on the right, three individuals are seated on wooden chairs. A woman in an ornate pink traditional dress with gold embroidery and a high bun sits calmly, her hand briefly touching the shoulder of a man in a matching pink robe and white hat. He gestures toward a third man in a brown jacket who is distressed, bowing his head and covering his face before leaning forward in despair. The atmosphere is tense, suggesting a serious confrontation or interrogation.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit, brick-walled room resembling a jail cell with metal bars on the right, three individuals are seated on wooden chairs. A woman in an ornate pink traditional dress with gold embroidery and a high bun sits calmly, her hand briefly touching the shoulder of a man in a matching pink robe and white hat. He gestures toward a third man in a brown jacket who is distressed, bowing his head and covering his face before leaning forward in despair. The atmosphere is tense, suggesting a serious confrontation or interrogation.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit, brick-walled room resembling a jail cell with metal bars on the right, three individuals are seated on wooden chairs. A woman in an ornate pink traditional dress with gold embroidery and a high bun sits calmly, her hand briefly touching the shoulder of a man in a matching pink robe and white hat. He gestures toward a third man in a brown jacket who is distressed, bowing his head and covering his face before leaning forward in despair. The atmosphere is tense, suggesting a serious confrontation or interrogation.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit, brick-walled room resembling a jail cell with metal bars on the right, three individuals are seated on wooden chairs. A woman in an ornate pink traditional dress with gold embroidery and a high bun sits calmly, her hand briefly touching the shoulder of a man in a matching pink robe and white hat. He gestures toward a third man in a brown jacket who is distressed, bowing his head and covering his face before leaning forward in despair. The atmosphere is tense, suggesting a serious confrontation or interrogation.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06/forward_backward.mp4 b/MBench-A/yume/Human/mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06/forward_backward.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..32e6cd478392dd265dcfaa902d23064ca510c9a7
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06/forward_backward.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0002aa19fa682549bfedb4fe265361793fb2ad2b8fed07de378dd2f967bf397a
+size 2104524
diff --git a/MBench-A/yume/Human/mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06/forward_backward_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06/forward_backward_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1746db71462c18c3aff4892e3bb79eaa5acc4414
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06/forward_backward_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).Two astronauts in white space suits with American flags and mission patches float in the vacuum of space, working on a metallic spacecraft module against the backdrop of Earth's blue atmosphere and star-filled sky. They move carefully, tethered to the structure, using tools to repair or install equipment on the exterior of the craft, their helmets reflecting light as they collaborate closely.
+
+Segment 1:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).Two astronauts in white space suits with American flags and mission patches float in the vacuum of space, working on a metallic spacecraft module against the backdrop of Earth's blue atmosphere and star-filled sky. They move carefully, tethered to the structure, using tools to repair or install equipment on the exterior of the craft, their helmets reflecting light as they collaborate closely.
+
+Segment 2:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).Two astronauts in white space suits with American flags and mission patches float in the vacuum of space, working on a metallic spacecraft module against the backdrop of Earth's blue atmosphere and star-filled sky. They move carefully, tethered to the structure, using tools to repair or install equipment on the exterior of the craft, their helmets reflecting light as they collaborate closely.
+
+Segment 3:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).Two astronauts in white space suits with American flags and mission patches float in the vacuum of space, working on a metallic spacecraft module against the backdrop of Earth's blue atmosphere and star-filled sky. They move carefully, tethered to the structure, using tools to repair or install equipment on the exterior of the craft, their helmets reflecting light as they collaborate closely.
+
+Segment 4:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).Two astronauts in white space suits with American flags and mission patches float in the vacuum of space, working on a metallic spacecraft module against the backdrop of Earth's blue atmosphere and star-filled sky. They move carefully, tethered to the structure, using tools to repair or install equipment on the exterior of the craft, their helmets reflecting light as they collaborate closely.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06/left_then_right.mp4 b/MBench-A/yume/Human/mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06/left_then_right.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..b389312d1f8d24fb10a479c24a31a0d51aa6c0ca
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06/left_then_right.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5f1f913503090f9ec678bd1335b0b2be628a3a182cefd13645a1347f8c1210a2
+size 2484743
diff --git a/MBench-A/yume/Human/mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06/left_then_right_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06/left_then_right_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1d853864cc573554dc1fcdc40c2fca4fdfab55e0
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06/left_then_right_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).Two astronauts in white space suits with American flags and mission patches float in the vacuum of space, working on a metallic spacecraft module against the backdrop of Earth's blue atmosphere and star-filled sky. They move carefully, tethered to the structure, using tools to repair or install equipment on the exterior of the craft, their helmets reflecting light as they collaborate closely.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).Two astronauts in white space suits with American flags and mission patches float in the vacuum of space, working on a metallic spacecraft module against the backdrop of Earth's blue atmosphere and star-filled sky. They move carefully, tethered to the structure, using tools to repair or install equipment on the exterior of the craft, their helmets reflecting light as they collaborate closely.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).Two astronauts in white space suits with American flags and mission patches float in the vacuum of space, working on a metallic spacecraft module against the backdrop of Earth's blue atmosphere and star-filled sky. They move carefully, tethered to the structure, using tools to repair or install equipment on the exterior of the craft, their helmets reflecting light as they collaborate closely.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).Two astronauts in white space suits with American flags and mission patches float in the vacuum of space, working on a metallic spacecraft module against the backdrop of Earth's blue atmosphere and star-filled sky. They move carefully, tethered to the structure, using tools to repair or install equipment on the exterior of the craft, their helmets reflecting light as they collaborate closely.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).Two astronauts in white space suits with American flags and mission patches float in the vacuum of space, working on a metallic spacecraft module against the backdrop of Earth's blue atmosphere and star-filled sky. They move carefully, tethered to the structure, using tools to repair or install equipment on the exterior of the craft, their helmets reflecting light as they collaborate closely.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06/right_then_left.mp4 b/MBench-A/yume/Human/mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06/right_then_left.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..7a5c65c371e5835f46c7b3cccc5afe0cad0e073d
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06/right_then_left.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a2eede57ddf19c5b6e7e681c6ff8a224f7fb085e51c92dd9b1eddd2e0b09c991
+size 2263772
diff --git a/MBench-A/yume/Human/mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06/right_then_left_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06/right_then_left_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..10269889b802d7d35397aebc3dcf1ec9b02b7dba
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06/right_then_left_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).Two astronauts in white space suits with American flags and mission patches float in the vacuum of space, working on a metallic spacecraft module against the backdrop of Earth's blue atmosphere and star-filled sky. They move carefully, tethered to the structure, using tools to repair or install equipment on the exterior of the craft, their helmets reflecting light as they collaborate closely.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).Two astronauts in white space suits with American flags and mission patches float in the vacuum of space, working on a metallic spacecraft module against the backdrop of Earth's blue atmosphere and star-filled sky. They move carefully, tethered to the structure, using tools to repair or install equipment on the exterior of the craft, their helmets reflecting light as they collaborate closely.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).Two astronauts in white space suits with American flags and mission patches float in the vacuum of space, working on a metallic spacecraft module against the backdrop of Earth's blue atmosphere and star-filled sky. They move carefully, tethered to the structure, using tools to repair or install equipment on the exterior of the craft, their helmets reflecting light as they collaborate closely.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).Two astronauts in white space suits with American flags and mission patches float in the vacuum of space, working on a metallic spacecraft module against the backdrop of Earth's blue atmosphere and star-filled sky. They move carefully, tethered to the structure, using tools to repair or install equipment on the exterior of the craft, their helmets reflecting light as they collaborate closely.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).Two astronauts in white space suits with American flags and mission patches float in the vacuum of space, working on a metallic spacecraft module against the backdrop of Earth's blue atmosphere and star-filled sky. They move carefully, tethered to the structure, using tools to repair or install equipment on the exterior of the craft, their helmets reflecting light as they collaborate closely.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_852002d435de2eb08124f2db92b982743836a02733476284f3befcc4563f1a6c/forward_backward.mp4 b/MBench-A/yume/Human/mem_openhumanvid_852002d435de2eb08124f2db92b982743836a02733476284f3befcc4563f1a6c/forward_backward.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..75f8d8245a50a2b83b6d843b626301bacafff438
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_852002d435de2eb08124f2db92b982743836a02733476284f3befcc4563f1a6c/forward_backward.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec5cf947e1bdec482756eb9e7289bd1d830a2324cf0d0ce67449e47b044a491f
+size 1722602
diff --git a/MBench-A/yume/Human/mem_openhumanvid_852002d435de2eb08124f2db92b982743836a02733476284f3befcc4563f1a6c/forward_backward_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_852002d435de2eb08124f2db92b982743836a02733476284f3befcc4563f1a6c/forward_backward_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f74483d2b5cb654d4fa2db4f7e4565bd99b0d9fc
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_852002d435de2eb08124f2db92b982743836a02733476284f3befcc4563f1a6c/forward_backward_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In a dimly lit, vintage-style office filled with blueprints, drafting tools, and technical documents, a man in a light blue short-sleeve shirt and glasses stands near a desk, gesturing as he speaks. He walks across the room, passing colleagues seated at wooden desks, some wearing white shirts or tank tops, deeply focused on drawing or reviewing plans. The walls are covered with maps, charts, and handwritten notices in Chinese, and sunlight streams through large windows. Another man in a dark shirt leans over a desk, working intently, while the central figure continues to move and talk, suggesting a discussion or inspection in progress.
+
+Segment 1:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In a dimly lit, vintage-style office filled with blueprints, drafting tools, and technical documents, a man in a light blue short-sleeve shirt and glasses stands near a desk, gesturing as he speaks. He walks across the room, passing colleagues seated at wooden desks, some wearing white shirts or tank tops, deeply focused on drawing or reviewing plans. The walls are covered with maps, charts, and handwritten notices in Chinese, and sunlight streams through large windows. Another man in a dark shirt leans over a desk, working intently, while the central figure continues to move and talk, suggesting a discussion or inspection in progress.
+
+Segment 2:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In a dimly lit, vintage-style office filled with blueprints, drafting tools, and technical documents, a man in a light blue short-sleeve shirt and glasses stands near a desk, gesturing as he speaks. He walks across the room, passing colleagues seated at wooden desks, some wearing white shirts or tank tops, deeply focused on drawing or reviewing plans. The walls are covered with maps, charts, and handwritten notices in Chinese, and sunlight streams through large windows. Another man in a dark shirt leans over a desk, working intently, while the central figure continues to move and talk, suggesting a discussion or inspection in progress.
+
+Segment 3:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).In a dimly lit, vintage-style office filled with blueprints, drafting tools, and technical documents, a man in a light blue short-sleeve shirt and glasses stands near a desk, gesturing as he speaks. He walks across the room, passing colleagues seated at wooden desks, some wearing white shirts or tank tops, deeply focused on drawing or reviewing plans. The walls are covered with maps, charts, and handwritten notices in Chinese, and sunlight streams through large windows. Another man in a dark shirt leans over a desk, working intently, while the central figure continues to move and talk, suggesting a discussion or inspection in progress.
+
+Segment 4:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).In a dimly lit, vintage-style office filled with blueprints, drafting tools, and technical documents, a man in a light blue short-sleeve shirt and glasses stands near a desk, gesturing as he speaks. He walks across the room, passing colleagues seated at wooden desks, some wearing white shirts or tank tops, deeply focused on drawing or reviewing plans. The walls are covered with maps, charts, and handwritten notices in Chinese, and sunlight streams through large windows. Another man in a dark shirt leans over a desk, working intently, while the central figure continues to move and talk, suggesting a discussion or inspection in progress.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_852002d435de2eb08124f2db92b982743836a02733476284f3befcc4563f1a6c/left_then_right.mp4 b/MBench-A/yume/Human/mem_openhumanvid_852002d435de2eb08124f2db92b982743836a02733476284f3befcc4563f1a6c/left_then_right.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..edeaf907632719545a7018a8de41c980e188cf91
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_852002d435de2eb08124f2db92b982743836a02733476284f3befcc4563f1a6c/left_then_right.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:91bd2005d96233b705d20ba4788fad6fea6858cfb1fd9432014aa6c60675a8b4
+size 1733638
diff --git a/MBench-A/yume/Human/mem_openhumanvid_852002d435de2eb08124f2db92b982743836a02733476284f3befcc4563f1a6c/left_then_right_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_852002d435de2eb08124f2db92b982743836a02733476284f3befcc4563f1a6c/left_then_right_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..91b6316a6bed196c1eaed5d3b0813634615b28bc
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_852002d435de2eb08124f2db92b982743836a02733476284f3befcc4563f1a6c/left_then_right_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit, vintage-style office filled with blueprints, drafting tools, and technical documents, a man in a light blue short-sleeve shirt and glasses stands near a desk, gesturing as he speaks. He walks across the room, passing colleagues seated at wooden desks, some wearing white shirts or tank tops, deeply focused on drawing or reviewing plans. The walls are covered with maps, charts, and handwritten notices in Chinese, and sunlight streams through large windows. Another man in a dark shirt leans over a desk, working intently, while the central figure continues to move and talk, suggesting a discussion or inspection in progress.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit, vintage-style office filled with blueprints, drafting tools, and technical documents, a man in a light blue short-sleeve shirt and glasses stands near a desk, gesturing as he speaks. He walks across the room, passing colleagues seated at wooden desks, some wearing white shirts or tank tops, deeply focused on drawing or reviewing plans. The walls are covered with maps, charts, and handwritten notices in Chinese, and sunlight streams through large windows. Another man in a dark shirt leans over a desk, working intently, while the central figure continues to move and talk, suggesting a discussion or inspection in progress.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit, vintage-style office filled with blueprints, drafting tools, and technical documents, a man in a light blue short-sleeve shirt and glasses stands near a desk, gesturing as he speaks. He walks across the room, passing colleagues seated at wooden desks, some wearing white shirts or tank tops, deeply focused on drawing or reviewing plans. The walls are covered with maps, charts, and handwritten notices in Chinese, and sunlight streams through large windows. Another man in a dark shirt leans over a desk, working intently, while the central figure continues to move and talk, suggesting a discussion or inspection in progress.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit, vintage-style office filled with blueprints, drafting tools, and technical documents, a man in a light blue short-sleeve shirt and glasses stands near a desk, gesturing as he speaks. He walks across the room, passing colleagues seated at wooden desks, some wearing white shirts or tank tops, deeply focused on drawing or reviewing plans. The walls are covered with maps, charts, and handwritten notices in Chinese, and sunlight streams through large windows. Another man in a dark shirt leans over a desk, working intently, while the central figure continues to move and talk, suggesting a discussion or inspection in progress.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit, vintage-style office filled with blueprints, drafting tools, and technical documents, a man in a light blue short-sleeve shirt and glasses stands near a desk, gesturing as he speaks. He walks across the room, passing colleagues seated at wooden desks, some wearing white shirts or tank tops, deeply focused on drawing or reviewing plans. The walls are covered with maps, charts, and handwritten notices in Chinese, and sunlight streams through large windows. Another man in a dark shirt leans over a desk, working intently, while the central figure continues to move and talk, suggesting a discussion or inspection in progress.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_852002d435de2eb08124f2db92b982743836a02733476284f3befcc4563f1a6c/right_then_left.mp4 b/MBench-A/yume/Human/mem_openhumanvid_852002d435de2eb08124f2db92b982743836a02733476284f3befcc4563f1a6c/right_then_left.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..85a93ac8615d15789698e325fc06b36d7f3ad4b3
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_852002d435de2eb08124f2db92b982743836a02733476284f3befcc4563f1a6c/right_then_left.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a7e24f4713acf37a64b5b2faab4a6513fd042275315fb1c3b498f62481cf745b
+size 1816430
diff --git a/MBench-A/yume/Human/mem_openhumanvid_852002d435de2eb08124f2db92b982743836a02733476284f3befcc4563f1a6c/right_then_left_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_852002d435de2eb08124f2db92b982743836a02733476284f3befcc4563f1a6c/right_then_left_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7af870cb94effe7cac0689bc50f991b9f4460dbe
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_852002d435de2eb08124f2db92b982743836a02733476284f3befcc4563f1a6c/right_then_left_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit, vintage-style office filled with blueprints, drafting tools, and technical documents, a man in a light blue short-sleeve shirt and glasses stands near a desk, gesturing as he speaks. He walks across the room, passing colleagues seated at wooden desks, some wearing white shirts or tank tops, deeply focused on drawing or reviewing plans. The walls are covered with maps, charts, and handwritten notices in Chinese, and sunlight streams through large windows. Another man in a dark shirt leans over a desk, working intently, while the central figure continues to move and talk, suggesting a discussion or inspection in progress.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit, vintage-style office filled with blueprints, drafting tools, and technical documents, a man in a light blue short-sleeve shirt and glasses stands near a desk, gesturing as he speaks. He walks across the room, passing colleagues seated at wooden desks, some wearing white shirts or tank tops, deeply focused on drawing or reviewing plans. The walls are covered with maps, charts, and handwritten notices in Chinese, and sunlight streams through large windows. Another man in a dark shirt leans over a desk, working intently, while the central figure continues to move and talk, suggesting a discussion or inspection in progress.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit, vintage-style office filled with blueprints, drafting tools, and technical documents, a man in a light blue short-sleeve shirt and glasses stands near a desk, gesturing as he speaks. He walks across the room, passing colleagues seated at wooden desks, some wearing white shirts or tank tops, deeply focused on drawing or reviewing plans. The walls are covered with maps, charts, and handwritten notices in Chinese, and sunlight streams through large windows. Another man in a dark shirt leans over a desk, working intently, while the central figure continues to move and talk, suggesting a discussion or inspection in progress.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit, vintage-style office filled with blueprints, drafting tools, and technical documents, a man in a light blue short-sleeve shirt and glasses stands near a desk, gesturing as he speaks. He walks across the room, passing colleagues seated at wooden desks, some wearing white shirts or tank tops, deeply focused on drawing or reviewing plans. The walls are covered with maps, charts, and handwritten notices in Chinese, and sunlight streams through large windows. Another man in a dark shirt leans over a desk, working intently, while the central figure continues to move and talk, suggesting a discussion or inspection in progress.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit, vintage-style office filled with blueprints, drafting tools, and technical documents, a man in a light blue short-sleeve shirt and glasses stands near a desk, gesturing as he speaks. He walks across the room, passing colleagues seated at wooden desks, some wearing white shirts or tank tops, deeply focused on drawing or reviewing plans. The walls are covered with maps, charts, and handwritten notices in Chinese, and sunlight streams through large windows. Another man in a dark shirt leans over a desk, working intently, while the central figure continues to move and talk, suggesting a discussion or inspection in progress.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_8ae37cf1302690f05069bc82d5cc4d8502f32b3ea4fe097764698fe50147f2be/forward_backward.mp4 b/MBench-A/yume/Human/mem_openhumanvid_8ae37cf1302690f05069bc82d5cc4d8502f32b3ea4fe097764698fe50147f2be/forward_backward.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..9eaa1fe78aa38235a2e9c74edc865b19a393d7f5
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_8ae37cf1302690f05069bc82d5cc4d8502f32b3ea4fe097764698fe50147f2be/forward_backward.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:81fd5f1c72e31ae249302560f427d19afb4144a07a2731b7cf7f5a17819233d9
+size 1524938
diff --git a/MBench-A/yume/Human/mem_openhumanvid_8ae37cf1302690f05069bc82d5cc4d8502f32b3ea4fe097764698fe50147f2be/forward_backward_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_8ae37cf1302690f05069bc82d5cc4d8502f32b3ea4fe097764698fe50147f2be/forward_backward_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..309ca2e379752dfdfa941406acb38e47a85c8dfe
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_8ae37cf1302690f05069bc82d5cc4d8502f32b3ea4fe097764698fe50147f2be/forward_backward_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In a dimly lit industrial setting with stainless steel tanks and red metal scaffolding, two men stand facing each other. The man on the left, wearing a brown jacket, listens intently as the bald man on the right, dressed in a dark shirt and glasses, gestures with a long, foil-wrapped tube. The environment features control panels with glowing lights and machinery, suggesting a chemical or manufacturing facility. The man on the right appears to be explaining something, moving the tube slightly while speaking.
+
+Segment 1:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In a dimly lit industrial setting with stainless steel tanks and red metal scaffolding, two men stand facing each other. The man on the left, wearing a brown jacket, listens intently as the bald man on the right, dressed in a dark shirt and glasses, gestures with a long, foil-wrapped tube. The environment features control panels with glowing lights and machinery, suggesting a chemical or manufacturing facility. The man on the right appears to be explaining something, moving the tube slightly while speaking.
+
+Segment 2:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In a dimly lit industrial setting with stainless steel tanks and red metal scaffolding, two men stand facing each other. The man on the left, wearing a brown jacket, listens intently as the bald man on the right, dressed in a dark shirt and glasses, gestures with a long, foil-wrapped tube. The environment features control panels with glowing lights and machinery, suggesting a chemical or manufacturing facility. The man on the right appears to be explaining something, moving the tube slightly while speaking.
+
+Segment 3:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).In a dimly lit industrial setting with stainless steel tanks and red metal scaffolding, two men stand facing each other. The man on the left, wearing a brown jacket, listens intently as the bald man on the right, dressed in a dark shirt and glasses, gestures with a long, foil-wrapped tube. The environment features control panels with glowing lights and machinery, suggesting a chemical or manufacturing facility. The man on the right appears to be explaining something, moving the tube slightly while speaking.
+
+Segment 4:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).In a dimly lit industrial setting with stainless steel tanks and red metal scaffolding, two men stand facing each other. The man on the left, wearing a brown jacket, listens intently as the bald man on the right, dressed in a dark shirt and glasses, gestures with a long, foil-wrapped tube. The environment features control panels with glowing lights and machinery, suggesting a chemical or manufacturing facility. The man on the right appears to be explaining something, moving the tube slightly while speaking.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_8ae37cf1302690f05069bc82d5cc4d8502f32b3ea4fe097764698fe50147f2be/left_then_right.mp4 b/MBench-A/yume/Human/mem_openhumanvid_8ae37cf1302690f05069bc82d5cc4d8502f32b3ea4fe097764698fe50147f2be/left_then_right.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..c3363922e133b6dbe894d9036834dad764908ee8
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_8ae37cf1302690f05069bc82d5cc4d8502f32b3ea4fe097764698fe50147f2be/left_then_right.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0c2d970c1a89a0bdf34a66a5e7de81170fbe4515c7a55f1e933233acffce2fe9
+size 1499459
diff --git a/MBench-A/yume/Human/mem_openhumanvid_8ae37cf1302690f05069bc82d5cc4d8502f32b3ea4fe097764698fe50147f2be/left_then_right_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_8ae37cf1302690f05069bc82d5cc4d8502f32b3ea4fe097764698fe50147f2be/left_then_right_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9cd248272984a97db47d4e8251aac56b2c56a1d8
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_8ae37cf1302690f05069bc82d5cc4d8502f32b3ea4fe097764698fe50147f2be/left_then_right_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit industrial setting with stainless steel tanks and red metal scaffolding, two men stand facing each other. The man on the left, wearing a brown jacket, listens intently as the bald man on the right, dressed in a dark shirt and glasses, gestures with a long, foil-wrapped tube. The environment features control panels with glowing lights and machinery, suggesting a chemical or manufacturing facility. The man on the right appears to be explaining something, moving the tube slightly while speaking.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit industrial setting with stainless steel tanks and red metal scaffolding, two men stand facing each other. The man on the left, wearing a brown jacket, listens intently as the bald man on the right, dressed in a dark shirt and glasses, gestures with a long, foil-wrapped tube. The environment features control panels with glowing lights and machinery, suggesting a chemical or manufacturing facility. The man on the right appears to be explaining something, moving the tube slightly while speaking.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit industrial setting with stainless steel tanks and red metal scaffolding, two men stand facing each other. The man on the left, wearing a brown jacket, listens intently as the bald man on the right, dressed in a dark shirt and glasses, gestures with a long, foil-wrapped tube. The environment features control panels with glowing lights and machinery, suggesting a chemical or manufacturing facility. The man on the right appears to be explaining something, moving the tube slightly while speaking.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit industrial setting with stainless steel tanks and red metal scaffolding, two men stand facing each other. The man on the left, wearing a brown jacket, listens intently as the bald man on the right, dressed in a dark shirt and glasses, gestures with a long, foil-wrapped tube. The environment features control panels with glowing lights and machinery, suggesting a chemical or manufacturing facility. The man on the right appears to be explaining something, moving the tube slightly while speaking.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit industrial setting with stainless steel tanks and red metal scaffolding, two men stand facing each other. The man on the left, wearing a brown jacket, listens intently as the bald man on the right, dressed in a dark shirt and glasses, gestures with a long, foil-wrapped tube. The environment features control panels with glowing lights and machinery, suggesting a chemical or manufacturing facility. The man on the right appears to be explaining something, moving the tube slightly while speaking.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_8ae37cf1302690f05069bc82d5cc4d8502f32b3ea4fe097764698fe50147f2be/right_then_left.mp4 b/MBench-A/yume/Human/mem_openhumanvid_8ae37cf1302690f05069bc82d5cc4d8502f32b3ea4fe097764698fe50147f2be/right_then_left.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..56021c9c6f89ad5dba930bdd8b2d2431b2ae2cad
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_8ae37cf1302690f05069bc82d5cc4d8502f32b3ea4fe097764698fe50147f2be/right_then_left.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d582102cf3ddf29b09b2a05eed725fe9f78f8d823ed558bb2c73898750e6486e
+size 1593532
diff --git a/MBench-A/yume/Human/mem_openhumanvid_8ae37cf1302690f05069bc82d5cc4d8502f32b3ea4fe097764698fe50147f2be/right_then_left_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_8ae37cf1302690f05069bc82d5cc4d8502f32b3ea4fe097764698fe50147f2be/right_then_left_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..86e561ed79a941a9e7aafdd37a04e574ed5d91f4
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_8ae37cf1302690f05069bc82d5cc4d8502f32b3ea4fe097764698fe50147f2be/right_then_left_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit industrial setting with stainless steel tanks and red metal scaffolding, two men stand facing each other. The man on the left, wearing a brown jacket, listens intently as the bald man on the right, dressed in a dark shirt and glasses, gestures with a long, foil-wrapped tube. The environment features control panels with glowing lights and machinery, suggesting a chemical or manufacturing facility. The man on the right appears to be explaining something, moving the tube slightly while speaking.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit industrial setting with stainless steel tanks and red metal scaffolding, two men stand facing each other. The man on the left, wearing a brown jacket, listens intently as the bald man on the right, dressed in a dark shirt and glasses, gestures with a long, foil-wrapped tube. The environment features control panels with glowing lights and machinery, suggesting a chemical or manufacturing facility. The man on the right appears to be explaining something, moving the tube slightly while speaking.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit industrial setting with stainless steel tanks and red metal scaffolding, two men stand facing each other. The man on the left, wearing a brown jacket, listens intently as the bald man on the right, dressed in a dark shirt and glasses, gestures with a long, foil-wrapped tube. The environment features control panels with glowing lights and machinery, suggesting a chemical or manufacturing facility. The man on the right appears to be explaining something, moving the tube slightly while speaking.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit industrial setting with stainless steel tanks and red metal scaffolding, two men stand facing each other. The man on the left, wearing a brown jacket, listens intently as the bald man on the right, dressed in a dark shirt and glasses, gestures with a long, foil-wrapped tube. The environment features control panels with glowing lights and machinery, suggesting a chemical or manufacturing facility. The man on the right appears to be explaining something, moving the tube slightly while speaking.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit industrial setting with stainless steel tanks and red metal scaffolding, two men stand facing each other. The man on the left, wearing a brown jacket, listens intently as the bald man on the right, dressed in a dark shirt and glasses, gestures with a long, foil-wrapped tube. The environment features control panels with glowing lights and machinery, suggesting a chemical or manufacturing facility. The man on the right appears to be explaining something, moving the tube slightly while speaking.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_905900711f77b59bbbca83e0d71469a935b4f6d646f82da062039c5454f57287/forward_backward.mp4 b/MBench-A/yume/Human/mem_openhumanvid_905900711f77b59bbbca83e0d71469a935b4f6d646f82da062039c5454f57287/forward_backward.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..16d2c3abe98a8d3e44d4fdba2f7462a46425b814
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_905900711f77b59bbbca83e0d71469a935b4f6d646f82da062039c5454f57287/forward_backward.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e0dd2803d57a2b1dd58f27e4301ec526b40a787e8abefb44ac6d801c595f2bb9
+size 957529
diff --git a/MBench-A/yume/Human/mem_openhumanvid_905900711f77b59bbbca83e0d71469a935b4f6d646f82da062039c5454f57287/forward_backward_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_905900711f77b59bbbca83e0d71469a935b4f6d646f82da062039c5454f57287/forward_backward_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..179cc8ba02ff2a2baebdf5fec8df6eb90c7d2a20
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_905900711f77b59bbbca83e0d71469a935b4f6d646f82da062039c5454f57287/forward_backward_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).A man with short dark hair and a serious expression sits in what appears to be a courtroom, wearing a gray suit and white shirt. The background is softly blurred, showing several people seated, suggesting an audience or jury. The lighting is dim and focused on the man’s face, emphasizing his intense gaze and subtle movements as he speaks. His mouth opens slightly, indicating he is delivering testimony or responding to questions, while maintaining steady eye contact forward.
+
+Segment 1:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).A man with short dark hair and a serious expression sits in what appears to be a courtroom, wearing a gray suit and white shirt. The background is softly blurred, showing several people seated, suggesting an audience or jury. The lighting is dim and focused on the man’s face, emphasizing his intense gaze and subtle movements as he speaks. His mouth opens slightly, indicating he is delivering testimony or responding to questions, while maintaining steady eye contact forward.
+
+Segment 2:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).A man with short dark hair and a serious expression sits in what appears to be a courtroom, wearing a gray suit and white shirt. The background is softly blurred, showing several people seated, suggesting an audience or jury. The lighting is dim and focused on the man’s face, emphasizing his intense gaze and subtle movements as he speaks. His mouth opens slightly, indicating he is delivering testimony or responding to questions, while maintaining steady eye contact forward.
+
+Segment 3:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).A man with short dark hair and a serious expression sits in what appears to be a courtroom, wearing a gray suit and white shirt. The background is softly blurred, showing several people seated, suggesting an audience or jury. The lighting is dim and focused on the man’s face, emphasizing his intense gaze and subtle movements as he speaks. His mouth opens slightly, indicating he is delivering testimony or responding to questions, while maintaining steady eye contact forward.
+
+Segment 4:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).A man with short dark hair and a serious expression sits in what appears to be a courtroom, wearing a gray suit and white shirt. The background is softly blurred, showing several people seated, suggesting an audience or jury. The lighting is dim and focused on the man’s face, emphasizing his intense gaze and subtle movements as he speaks. His mouth opens slightly, indicating he is delivering testimony or responding to questions, while maintaining steady eye contact forward.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_905900711f77b59bbbca83e0d71469a935b4f6d646f82da062039c5454f57287/left_then_right.mp4 b/MBench-A/yume/Human/mem_openhumanvid_905900711f77b59bbbca83e0d71469a935b4f6d646f82da062039c5454f57287/left_then_right.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..7f83eb2c114f1cc60a077658debf936d06bd3b44
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_905900711f77b59bbbca83e0d71469a935b4f6d646f82da062039c5454f57287/left_then_right.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:703b69dd4c46281ecf81e5132012851998eef73730a862e6b52b194932f69de0
+size 849546
diff --git a/MBench-A/yume/Human/mem_openhumanvid_905900711f77b59bbbca83e0d71469a935b4f6d646f82da062039c5454f57287/left_then_right_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_905900711f77b59bbbca83e0d71469a935b4f6d646f82da062039c5454f57287/left_then_right_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..88b0ae23733830b600f0a0ccb392539e1d6fd74b
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_905900711f77b59bbbca83e0d71469a935b4f6d646f82da062039c5454f57287/left_then_right_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A man with short dark hair and a serious expression sits in what appears to be a courtroom, wearing a gray suit and white shirt. The background is softly blurred, showing several people seated, suggesting an audience or jury. The lighting is dim and focused on the man’s face, emphasizing his intense gaze and subtle movements as he speaks. His mouth opens slightly, indicating he is delivering testimony or responding to questions, while maintaining steady eye contact forward.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A man with short dark hair and a serious expression sits in what appears to be a courtroom, wearing a gray suit and white shirt. The background is softly blurred, showing several people seated, suggesting an audience or jury. The lighting is dim and focused on the man’s face, emphasizing his intense gaze and subtle movements as he speaks. His mouth opens slightly, indicating he is delivering testimony or responding to questions, while maintaining steady eye contact forward.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A man with short dark hair and a serious expression sits in what appears to be a courtroom, wearing a gray suit and white shirt. The background is softly blurred, showing several people seated, suggesting an audience or jury. The lighting is dim and focused on the man’s face, emphasizing his intense gaze and subtle movements as he speaks. His mouth opens slightly, indicating he is delivering testimony or responding to questions, while maintaining steady eye contact forward.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A man with short dark hair and a serious expression sits in what appears to be a courtroom, wearing a gray suit and white shirt. The background is softly blurred, showing several people seated, suggesting an audience or jury. The lighting is dim and focused on the man’s face, emphasizing his intense gaze and subtle movements as he speaks. His mouth opens slightly, indicating he is delivering testimony or responding to questions, while maintaining steady eye contact forward.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A man with short dark hair and a serious expression sits in what appears to be a courtroom, wearing a gray suit and white shirt. The background is softly blurred, showing several people seated, suggesting an audience or jury. The lighting is dim and focused on the man’s face, emphasizing his intense gaze and subtle movements as he speaks. His mouth opens slightly, indicating he is delivering testimony or responding to questions, while maintaining steady eye contact forward.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_905900711f77b59bbbca83e0d71469a935b4f6d646f82da062039c5454f57287/right_then_left.mp4 b/MBench-A/yume/Human/mem_openhumanvid_905900711f77b59bbbca83e0d71469a935b4f6d646f82da062039c5454f57287/right_then_left.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..211e642701898ca2365b06aa7d9ee0c13f8c4507
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_905900711f77b59bbbca83e0d71469a935b4f6d646f82da062039c5454f57287/right_then_left.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0948381c53414f3025baa7236fd90df93a9cf5f6cfa6db4fb49c3a34c07d74ae
+size 1027727
diff --git a/MBench-A/yume/Human/mem_openhumanvid_905900711f77b59bbbca83e0d71469a935b4f6d646f82da062039c5454f57287/right_then_left_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_905900711f77b59bbbca83e0d71469a935b4f6d646f82da062039c5454f57287/right_then_left_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fe6fe72d292a3d312a226dceb90ae4ed34c6e7c1
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_905900711f77b59bbbca83e0d71469a935b4f6d646f82da062039c5454f57287/right_then_left_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A man with short dark hair and a serious expression sits in what appears to be a courtroom, wearing a gray suit and white shirt. The background is softly blurred, showing several people seated, suggesting an audience or jury. The lighting is dim and focused on the man’s face, emphasizing his intense gaze and subtle movements as he speaks. His mouth opens slightly, indicating he is delivering testimony or responding to questions, while maintaining steady eye contact forward.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A man with short dark hair and a serious expression sits in what appears to be a courtroom, wearing a gray suit and white shirt. The background is softly blurred, showing several people seated, suggesting an audience or jury. The lighting is dim and focused on the man’s face, emphasizing his intense gaze and subtle movements as he speaks. His mouth opens slightly, indicating he is delivering testimony or responding to questions, while maintaining steady eye contact forward.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A man with short dark hair and a serious expression sits in what appears to be a courtroom, wearing a gray suit and white shirt. The background is softly blurred, showing several people seated, suggesting an audience or jury. The lighting is dim and focused on the man’s face, emphasizing his intense gaze and subtle movements as he speaks. His mouth opens slightly, indicating he is delivering testimony or responding to questions, while maintaining steady eye contact forward.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A man with short dark hair and a serious expression sits in what appears to be a courtroom, wearing a gray suit and white shirt. The background is softly blurred, showing several people seated, suggesting an audience or jury. The lighting is dim and focused on the man’s face, emphasizing his intense gaze and subtle movements as he speaks. His mouth opens slightly, indicating he is delivering testimony or responding to questions, while maintaining steady eye contact forward.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A man with short dark hair and a serious expression sits in what appears to be a courtroom, wearing a gray suit and white shirt. The background is softly blurred, showing several people seated, suggesting an audience or jury. The lighting is dim and focused on the man’s face, emphasizing his intense gaze and subtle movements as he speaks. His mouth opens slightly, indicating he is delivering testimony or responding to questions, while maintaining steady eye contact forward.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_909850a1b95ce39b4d7b9a0fde693d5aa4c72ea05412eaef5ad854bdcaaa06d5/forward_backward.mp4 b/MBench-A/yume/Human/mem_openhumanvid_909850a1b95ce39b4d7b9a0fde693d5aa4c72ea05412eaef5ad854bdcaaa06d5/forward_backward.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..fbbe8baf852acf7f3c1857c4b4df3f518a00db87
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_909850a1b95ce39b4d7b9a0fde693d5aa4c72ea05412eaef5ad854bdcaaa06d5/forward_backward.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:63cebcdb6cb0d8323f474216e2f996f58833fbd6f7e64fe72ee5dcd1cb5cf187
+size 1573477
diff --git a/MBench-A/yume/Human/mem_openhumanvid_909850a1b95ce39b4d7b9a0fde693d5aa4c72ea05412eaef5ad854bdcaaa06d5/forward_backward_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_909850a1b95ce39b4d7b9a0fde693d5aa4c72ea05412eaef5ad854bdcaaa06d5/forward_backward_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c20fea5df5209108f0be69eaad587745756a19d4
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_909850a1b95ce39b4d7b9a0fde693d5aa4c72ea05412eaef5ad854bdcaaa06d5/forward_backward_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).A man wearing round, patterned glasses and a dark turtleneck sits beside a woman with long, straight black hair, dressed in a gray blazer over a white collared shirt. They are outdoors, near a window with greenery blurred in the background, suggesting a garden or park setting under soft daylight. The man looks surprised, eyes wide and mouth slightly open, while the woman smiles warmly, her expression shifting from amused to affectionate as she turns toward him, engaging in a lighthearted moment.
+
+Segment 1:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).A man wearing round, patterned glasses and a dark turtleneck sits beside a woman with long, straight black hair, dressed in a gray blazer over a white collared shirt. They are outdoors, near a window with greenery blurred in the background, suggesting a garden or park setting under soft daylight. The man looks surprised, eyes wide and mouth slightly open, while the woman smiles warmly, her expression shifting from amused to affectionate as she turns toward him, engaging in a lighthearted moment.
+
+Segment 2:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).A man wearing round, patterned glasses and a dark turtleneck sits beside a woman with long, straight black hair, dressed in a gray blazer over a white collared shirt. They are outdoors, near a window with greenery blurred in the background, suggesting a garden or park setting under soft daylight. The man looks surprised, eyes wide and mouth slightly open, while the woman smiles warmly, her expression shifting from amused to affectionate as she turns toward him, engaging in a lighthearted moment.
+
+Segment 3:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).A man wearing round, patterned glasses and a dark turtleneck sits beside a woman with long, straight black hair, dressed in a gray blazer over a white collared shirt. They are outdoors, near a window with greenery blurred in the background, suggesting a garden or park setting under soft daylight. The man looks surprised, eyes wide and mouth slightly open, while the woman smiles warmly, her expression shifting from amused to affectionate as she turns toward him, engaging in a lighthearted moment.
+
+Segment 4:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).A man wearing round, patterned glasses and a dark turtleneck sits beside a woman with long, straight black hair, dressed in a gray blazer over a white collared shirt. They are outdoors, near a window with greenery blurred in the background, suggesting a garden or park setting under soft daylight. The man looks surprised, eyes wide and mouth slightly open, while the woman smiles warmly, her expression shifting from amused to affectionate as she turns toward him, engaging in a lighthearted moment.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_909850a1b95ce39b4d7b9a0fde693d5aa4c72ea05412eaef5ad854bdcaaa06d5/left_then_right.mp4 b/MBench-A/yume/Human/mem_openhumanvid_909850a1b95ce39b4d7b9a0fde693d5aa4c72ea05412eaef5ad854bdcaaa06d5/left_then_right.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..df0f10f6ea4e82fcf382c6a2e9669ca2ad2eb11c
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_909850a1b95ce39b4d7b9a0fde693d5aa4c72ea05412eaef5ad854bdcaaa06d5/left_then_right.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:152b0dd677f7e1a4db3d8607952b81444f7f09da2e691279aa9ce01c31f97a6b
+size 1838311
diff --git a/MBench-A/yume/Human/mem_openhumanvid_909850a1b95ce39b4d7b9a0fde693d5aa4c72ea05412eaef5ad854bdcaaa06d5/left_then_right_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_909850a1b95ce39b4d7b9a0fde693d5aa4c72ea05412eaef5ad854bdcaaa06d5/left_then_right_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..29f733cb5b7e52bf55447f4e5cddad9016b597f1
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_909850a1b95ce39b4d7b9a0fde693d5aa4c72ea05412eaef5ad854bdcaaa06d5/left_then_right_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A man wearing round, patterned glasses and a dark turtleneck sits beside a woman with long, straight black hair, dressed in a gray blazer over a white collared shirt. They are outdoors, near a window with greenery blurred in the background, suggesting a garden or park setting under soft daylight. The man looks surprised, eyes wide and mouth slightly open, while the woman smiles warmly, her expression shifting from amused to affectionate as she turns toward him, engaging in a lighthearted moment.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A man wearing round, patterned glasses and a dark turtleneck sits beside a woman with long, straight black hair, dressed in a gray blazer over a white collared shirt. They are outdoors, near a window with greenery blurred in the background, suggesting a garden or park setting under soft daylight. The man looks surprised, eyes wide and mouth slightly open, while the woman smiles warmly, her expression shifting from amused to affectionate as she turns toward him, engaging in a lighthearted moment.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A man wearing round, patterned glasses and a dark turtleneck sits beside a woman with long, straight black hair, dressed in a gray blazer over a white collared shirt. They are outdoors, near a window with greenery blurred in the background, suggesting a garden or park setting under soft daylight. The man looks surprised, eyes wide and mouth slightly open, while the woman smiles warmly, her expression shifting from amused to affectionate as she turns toward him, engaging in a lighthearted moment.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A man wearing round, patterned glasses and a dark turtleneck sits beside a woman with long, straight black hair, dressed in a gray blazer over a white collared shirt. They are outdoors, near a window with greenery blurred in the background, suggesting a garden or park setting under soft daylight. The man looks surprised, eyes wide and mouth slightly open, while the woman smiles warmly, her expression shifting from amused to affectionate as she turns toward him, engaging in a lighthearted moment.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A man wearing round, patterned glasses and a dark turtleneck sits beside a woman with long, straight black hair, dressed in a gray blazer over a white collared shirt. They are outdoors, near a window with greenery blurred in the background, suggesting a garden or park setting under soft daylight. The man looks surprised, eyes wide and mouth slightly open, while the woman smiles warmly, her expression shifting from amused to affectionate as she turns toward him, engaging in a lighthearted moment.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_909850a1b95ce39b4d7b9a0fde693d5aa4c72ea05412eaef5ad854bdcaaa06d5/right_then_left.mp4 b/MBench-A/yume/Human/mem_openhumanvid_909850a1b95ce39b4d7b9a0fde693d5aa4c72ea05412eaef5ad854bdcaaa06d5/right_then_left.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..e3e81a43f7e18a8293e6e2c049e69f832152fe62
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_909850a1b95ce39b4d7b9a0fde693d5aa4c72ea05412eaef5ad854bdcaaa06d5/right_then_left.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:70ca7011d56cc6691eaa20eb4aa067e0803cab0f8631c7f0c3434f186b9c0f8c
+size 1651857
diff --git a/MBench-A/yume/Human/mem_openhumanvid_909850a1b95ce39b4d7b9a0fde693d5aa4c72ea05412eaef5ad854bdcaaa06d5/right_then_left_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_909850a1b95ce39b4d7b9a0fde693d5aa4c72ea05412eaef5ad854bdcaaa06d5/right_then_left_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4c6921f35e32c2e04bac3e83b69b4c9a8580403c
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_909850a1b95ce39b4d7b9a0fde693d5aa4c72ea05412eaef5ad854bdcaaa06d5/right_then_left_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A man wearing round, patterned glasses and a dark turtleneck sits beside a woman with long, straight black hair, dressed in a gray blazer over a white collared shirt. They are outdoors, near a window with greenery blurred in the background, suggesting a garden or park setting under soft daylight. The man looks surprised, eyes wide and mouth slightly open, while the woman smiles warmly, her expression shifting from amused to affectionate as she turns toward him, engaging in a lighthearted moment.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A man wearing round, patterned glasses and a dark turtleneck sits beside a woman with long, straight black hair, dressed in a gray blazer over a white collared shirt. They are outdoors, near a window with greenery blurred in the background, suggesting a garden or park setting under soft daylight. The man looks surprised, eyes wide and mouth slightly open, while the woman smiles warmly, her expression shifting from amused to affectionate as she turns toward him, engaging in a lighthearted moment.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A man wearing round, patterned glasses and a dark turtleneck sits beside a woman with long, straight black hair, dressed in a gray blazer over a white collared shirt. They are outdoors, near a window with greenery blurred in the background, suggesting a garden or park setting under soft daylight. The man looks surprised, eyes wide and mouth slightly open, while the woman smiles warmly, her expression shifting from amused to affectionate as she turns toward him, engaging in a lighthearted moment.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A man wearing round, patterned glasses and a dark turtleneck sits beside a woman with long, straight black hair, dressed in a gray blazer over a white collared shirt. They are outdoors, near a window with greenery blurred in the background, suggesting a garden or park setting under soft daylight. The man looks surprised, eyes wide and mouth slightly open, while the woman smiles warmly, her expression shifting from amused to affectionate as she turns toward him, engaging in a lighthearted moment.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A man wearing round, patterned glasses and a dark turtleneck sits beside a woman with long, straight black hair, dressed in a gray blazer over a white collared shirt. They are outdoors, near a window with greenery blurred in the background, suggesting a garden or park setting under soft daylight. The man looks surprised, eyes wide and mouth slightly open, while the woman smiles warmly, her expression shifting from amused to affectionate as she turns toward him, engaging in a lighthearted moment.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_989d76420e9f2b2445c65bc49854a7061552e401437784233ed7d8d19bb3d0b8/forward_backward.mp4 b/MBench-A/yume/Human/mem_openhumanvid_989d76420e9f2b2445c65bc49854a7061552e401437784233ed7d8d19bb3d0b8/forward_backward.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..a5098a98e4e86755cc5f1e22604f13fbfd6e8534
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_989d76420e9f2b2445c65bc49854a7061552e401437784233ed7d8d19bb3d0b8/forward_backward.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:60d8e6b232af17e54bf4ff7f43f60dd2b099412c8d8c5ac879fdf1199896f3fb
+size 1301415
diff --git a/MBench-A/yume/Human/mem_openhumanvid_989d76420e9f2b2445c65bc49854a7061552e401437784233ed7d8d19bb3d0b8/forward_backward_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_989d76420e9f2b2445c65bc49854a7061552e401437784233ed7d8d19bb3d0b8/forward_backward_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..046960eb8cc644493089d4866841b89981806a3c
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_989d76420e9f2b2445c65bc49854a7061552e401437784233ed7d8d19bb3d0b8/forward_backward_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).A man wearing a wide-brimmed cowboy hat and a dark green jacket stands in a vast, sunlit field with snow-capped mountains in the distance. The sky is clear with soft clouds, suggesting a calm, late afternoon. He slowly turns his head to the side, revealing weathered features and a contemplative expression before returning to face forward, gazing into the horizon. His posture is still and reflective, emphasizing solitude and connection to the open landscape.
+
+Segment 1:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).A man wearing a wide-brimmed cowboy hat and a dark green jacket stands in a vast, sunlit field with snow-capped mountains in the distance. The sky is clear with soft clouds, suggesting a calm, late afternoon. He slowly turns his head to the side, revealing weathered features and a contemplative expression before returning to face forward, gazing into the horizon. His posture is still and reflective, emphasizing solitude and connection to the open landscape.
+
+Segment 2:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).A man wearing a wide-brimmed cowboy hat and a dark green jacket stands in a vast, sunlit field with snow-capped mountains in the distance. The sky is clear with soft clouds, suggesting a calm, late afternoon. He slowly turns his head to the side, revealing weathered features and a contemplative expression before returning to face forward, gazing into the horizon. His posture is still and reflective, emphasizing solitude and connection to the open landscape.
+
+Segment 3:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).A man wearing a wide-brimmed cowboy hat and a dark green jacket stands in a vast, sunlit field with snow-capped mountains in the distance. The sky is clear with soft clouds, suggesting a calm, late afternoon. He slowly turns his head to the side, revealing weathered features and a contemplative expression before returning to face forward, gazing into the horizon. His posture is still and reflective, emphasizing solitude and connection to the open landscape.
+
+Segment 4:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).A man wearing a wide-brimmed cowboy hat and a dark green jacket stands in a vast, sunlit field with snow-capped mountains in the distance. The sky is clear with soft clouds, suggesting a calm, late afternoon. He slowly turns his head to the side, revealing weathered features and a contemplative expression before returning to face forward, gazing into the horizon. His posture is still and reflective, emphasizing solitude and connection to the open landscape.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_989d76420e9f2b2445c65bc49854a7061552e401437784233ed7d8d19bb3d0b8/left_then_right.mp4 b/MBench-A/yume/Human/mem_openhumanvid_989d76420e9f2b2445c65bc49854a7061552e401437784233ed7d8d19bb3d0b8/left_then_right.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..6d55833b77c1149469b8502e36af71d9d8314622
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_989d76420e9f2b2445c65bc49854a7061552e401437784233ed7d8d19bb3d0b8/left_then_right.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1a75ce972646c697aae385d0868d213a6511250d588a2961bb7c31e4fad70ef8
+size 1215201
diff --git a/MBench-A/yume/Human/mem_openhumanvid_989d76420e9f2b2445c65bc49854a7061552e401437784233ed7d8d19bb3d0b8/left_then_right_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_989d76420e9f2b2445c65bc49854a7061552e401437784233ed7d8d19bb3d0b8/left_then_right_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1eeebc8efa07ceab3b18c0b1f3ad053cbf926763
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_989d76420e9f2b2445c65bc49854a7061552e401437784233ed7d8d19bb3d0b8/left_then_right_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A man wearing a wide-brimmed cowboy hat and a dark green jacket stands in a vast, sunlit field with snow-capped mountains in the distance. The sky is clear with soft clouds, suggesting a calm, late afternoon. He slowly turns his head to the side, revealing weathered features and a contemplative expression before returning to face forward, gazing into the horizon. His posture is still and reflective, emphasizing solitude and connection to the open landscape.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A man wearing a wide-brimmed cowboy hat and a dark green jacket stands in a vast, sunlit field with snow-capped mountains in the distance. The sky is clear with soft clouds, suggesting a calm, late afternoon. He slowly turns his head to the side, revealing weathered features and a contemplative expression before returning to face forward, gazing into the horizon. His posture is still and reflective, emphasizing solitude and connection to the open landscape.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A man wearing a wide-brimmed cowboy hat and a dark green jacket stands in a vast, sunlit field with snow-capped mountains in the distance. The sky is clear with soft clouds, suggesting a calm, late afternoon. He slowly turns his head to the side, revealing weathered features and a contemplative expression before returning to face forward, gazing into the horizon. His posture is still and reflective, emphasizing solitude and connection to the open landscape.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A man wearing a wide-brimmed cowboy hat and a dark green jacket stands in a vast, sunlit field with snow-capped mountains in the distance. The sky is clear with soft clouds, suggesting a calm, late afternoon. He slowly turns his head to the side, revealing weathered features and a contemplative expression before returning to face forward, gazing into the horizon. His posture is still and reflective, emphasizing solitude and connection to the open landscape.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A man wearing a wide-brimmed cowboy hat and a dark green jacket stands in a vast, sunlit field with snow-capped mountains in the distance. The sky is clear with soft clouds, suggesting a calm, late afternoon. He slowly turns his head to the side, revealing weathered features and a contemplative expression before returning to face forward, gazing into the horizon. His posture is still and reflective, emphasizing solitude and connection to the open landscape.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_989d76420e9f2b2445c65bc49854a7061552e401437784233ed7d8d19bb3d0b8/right_then_left.mp4 b/MBench-A/yume/Human/mem_openhumanvid_989d76420e9f2b2445c65bc49854a7061552e401437784233ed7d8d19bb3d0b8/right_then_left.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..ec5c566f7f55ce5ad7c05a84f4b9439c2d0f9c10
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_989d76420e9f2b2445c65bc49854a7061552e401437784233ed7d8d19bb3d0b8/right_then_left.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f9a274f9e696905bbf8e23be334fb3cbd0026d04c0367853242ccae859b16f40
+size 1307866
diff --git a/MBench-A/yume/Human/mem_openhumanvid_989d76420e9f2b2445c65bc49854a7061552e401437784233ed7d8d19bb3d0b8/right_then_left_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_989d76420e9f2b2445c65bc49854a7061552e401437784233ed7d8d19bb3d0b8/right_then_left_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..032bf2afaa4fb14e6516061a3ec93c66d65d3fd8
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_989d76420e9f2b2445c65bc49854a7061552e401437784233ed7d8d19bb3d0b8/right_then_left_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A man wearing a wide-brimmed cowboy hat and a dark green jacket stands in a vast, sunlit field with snow-capped mountains in the distance. The sky is clear with soft clouds, suggesting a calm, late afternoon. He slowly turns his head to the side, revealing weathered features and a contemplative expression before returning to face forward, gazing into the horizon. His posture is still and reflective, emphasizing solitude and connection to the open landscape.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A man wearing a wide-brimmed cowboy hat and a dark green jacket stands in a vast, sunlit field with snow-capped mountains in the distance. The sky is clear with soft clouds, suggesting a calm, late afternoon. He slowly turns his head to the side, revealing weathered features and a contemplative expression before returning to face forward, gazing into the horizon. His posture is still and reflective, emphasizing solitude and connection to the open landscape.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A man wearing a wide-brimmed cowboy hat and a dark green jacket stands in a vast, sunlit field with snow-capped mountains in the distance. The sky is clear with soft clouds, suggesting a calm, late afternoon. He slowly turns his head to the side, revealing weathered features and a contemplative expression before returning to face forward, gazing into the horizon. His posture is still and reflective, emphasizing solitude and connection to the open landscape.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A man wearing a wide-brimmed cowboy hat and a dark green jacket stands in a vast, sunlit field with snow-capped mountains in the distance. The sky is clear with soft clouds, suggesting a calm, late afternoon. He slowly turns his head to the side, revealing weathered features and a contemplative expression before returning to face forward, gazing into the horizon. His posture is still and reflective, emphasizing solitude and connection to the open landscape.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A man wearing a wide-brimmed cowboy hat and a dark green jacket stands in a vast, sunlit field with snow-capped mountains in the distance. The sky is clear with soft clouds, suggesting a calm, late afternoon. He slowly turns his head to the side, revealing weathered features and a contemplative expression before returning to face forward, gazing into the horizon. His posture is still and reflective, emphasizing solitude and connection to the open landscape.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212/forward_backward.mp4 b/MBench-A/yume/Human/mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212/forward_backward.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..2970d8a39da2d9b3fb8582421a4044c3f1ecb0bf
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212/forward_backward.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:924a8bee6bbc14869c045a28ad4bbe0344354698628831540f207d7bd1c7a04f
+size 2010769
diff --git a/MBench-A/yume/Human/mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212/forward_backward_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212/forward_backward_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f0e66fc51e94ac2b334559afdb4b399982645d36
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212/forward_backward_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In a dimly lit, rustic room with cracked earth walls and a woven basket hanging in the background, three people are gathered around a bed. A man lies propped up, wearing a white shirt stained with blood, while a woman in a patterned gray qipao sits beside him, holding a red cloth. Another man in a green jacket carefully unfolds the cloth, revealing a black hammer and sickle symbol. The group appears tense and focused, exchanging glances as they examine the item together.
+
+Segment 1:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In a dimly lit, rustic room with cracked earth walls and a woven basket hanging in the background, three people are gathered around a bed. A man lies propped up, wearing a white shirt stained with blood, while a woman in a patterned gray qipao sits beside him, holding a red cloth. Another man in a green jacket carefully unfolds the cloth, revealing a black hammer and sickle symbol. The group appears tense and focused, exchanging glances as they examine the item together.
+
+Segment 2:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In a dimly lit, rustic room with cracked earth walls and a woven basket hanging in the background, three people are gathered around a bed. A man lies propped up, wearing a white shirt stained with blood, while a woman in a patterned gray qipao sits beside him, holding a red cloth. Another man in a green jacket carefully unfolds the cloth, revealing a black hammer and sickle symbol. The group appears tense and focused, exchanging glances as they examine the item together.
+
+Segment 3:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).In a dimly lit, rustic room with cracked earth walls and a woven basket hanging in the background, three people are gathered around a bed. A man lies propped up, wearing a white shirt stained with blood, while a woman in a patterned gray qipao sits beside him, holding a red cloth. Another man in a green jacket carefully unfolds the cloth, revealing a black hammer and sickle symbol. The group appears tense and focused, exchanging glances as they examine the item together.
+
+Segment 4:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).In a dimly lit, rustic room with cracked earth walls and a woven basket hanging in the background, three people are gathered around a bed. A man lies propped up, wearing a white shirt stained with blood, while a woman in a patterned gray qipao sits beside him, holding a red cloth. Another man in a green jacket carefully unfolds the cloth, revealing a black hammer and sickle symbol. The group appears tense and focused, exchanging glances as they examine the item together.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212/left_then_right.mp4 b/MBench-A/yume/Human/mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212/left_then_right.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..6c111779380cee482cde216679f4fe86642c2a86
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212/left_then_right.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa2d4c7cceb5e6eef125a48d74b4ad3ef41d7b6e7f0dbbcd95cc33ebb39b6ad3
+size 1663223
diff --git a/MBench-A/yume/Human/mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212/left_then_right_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212/left_then_right_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3373ce31125f770745d602aa18ea822c82701ce5
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212/left_then_right_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit, rustic room with cracked earth walls and a woven basket hanging in the background, three people are gathered around a bed. A man lies propped up, wearing a white shirt stained with blood, while a woman in a patterned gray qipao sits beside him, holding a red cloth. Another man in a green jacket carefully unfolds the cloth, revealing a black hammer and sickle symbol. The group appears tense and focused, exchanging glances as they examine the item together.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit, rustic room with cracked earth walls and a woven basket hanging in the background, three people are gathered around a bed. A man lies propped up, wearing a white shirt stained with blood, while a woman in a patterned gray qipao sits beside him, holding a red cloth. Another man in a green jacket carefully unfolds the cloth, revealing a black hammer and sickle symbol. The group appears tense and focused, exchanging glances as they examine the item together.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit, rustic room with cracked earth walls and a woven basket hanging in the background, three people are gathered around a bed. A man lies propped up, wearing a white shirt stained with blood, while a woman in a patterned gray qipao sits beside him, holding a red cloth. Another man in a green jacket carefully unfolds the cloth, revealing a black hammer and sickle symbol. The group appears tense and focused, exchanging glances as they examine the item together.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit, rustic room with cracked earth walls and a woven basket hanging in the background, three people are gathered around a bed. A man lies propped up, wearing a white shirt stained with blood, while a woman in a patterned gray qipao sits beside him, holding a red cloth. Another man in a green jacket carefully unfolds the cloth, revealing a black hammer and sickle symbol. The group appears tense and focused, exchanging glances as they examine the item together.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit, rustic room with cracked earth walls and a woven basket hanging in the background, three people are gathered around a bed. A man lies propped up, wearing a white shirt stained with blood, while a woman in a patterned gray qipao sits beside him, holding a red cloth. Another man in a green jacket carefully unfolds the cloth, revealing a black hammer and sickle symbol. The group appears tense and focused, exchanging glances as they examine the item together.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212/right_then_left.mp4 b/MBench-A/yume/Human/mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212/right_then_left.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..618345f0a073c9ca84f65859aa1aeca6cb597e3e
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212/right_then_left.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8686810790976f6deb717545ce695d033857423fa7abd515e572034f509a4b9f
+size 1709961
diff --git a/MBench-A/yume/Human/mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212/right_then_left_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212/right_then_left_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f92aa07583f49053488ab5fc59d8db498e535ecd
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212/right_then_left_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit, rustic room with cracked earth walls and a woven basket hanging in the background, three people are gathered around a bed. A man lies propped up, wearing a white shirt stained with blood, while a woman in a patterned gray qipao sits beside him, holding a red cloth. Another man in a green jacket carefully unfolds the cloth, revealing a black hammer and sickle symbol. The group appears tense and focused, exchanging glances as they examine the item together.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit, rustic room with cracked earth walls and a woven basket hanging in the background, three people are gathered around a bed. A man lies propped up, wearing a white shirt stained with blood, while a woman in a patterned gray qipao sits beside him, holding a red cloth. Another man in a green jacket carefully unfolds the cloth, revealing a black hammer and sickle symbol. The group appears tense and focused, exchanging glances as they examine the item together.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit, rustic room with cracked earth walls and a woven basket hanging in the background, three people are gathered around a bed. A man lies propped up, wearing a white shirt stained with blood, while a woman in a patterned gray qipao sits beside him, holding a red cloth. Another man in a green jacket carefully unfolds the cloth, revealing a black hammer and sickle symbol. The group appears tense and focused, exchanging glances as they examine the item together.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit, rustic room with cracked earth walls and a woven basket hanging in the background, three people are gathered around a bed. A man lies propped up, wearing a white shirt stained with blood, while a woman in a patterned gray qipao sits beside him, holding a red cloth. Another man in a green jacket carefully unfolds the cloth, revealing a black hammer and sickle symbol. The group appears tense and focused, exchanging glances as they examine the item together.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit, rustic room with cracked earth walls and a woven basket hanging in the background, three people are gathered around a bed. A man lies propped up, wearing a white shirt stained with blood, while a woman in a patterned gray qipao sits beside him, holding a red cloth. Another man in a green jacket carefully unfolds the cloth, revealing a black hammer and sickle symbol. The group appears tense and focused, exchanging glances as they examine the item together.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960/forward_backward.mp4 b/MBench-A/yume/Human/mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960/forward_backward.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..262f17c4a880f4f8459baa4535df3e3a0876526a
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960/forward_backward.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dd8f3677a0f5deb3168546bff66feb017fa2d0d322d616ad77fe41c12e6f372d
+size 1332211
diff --git a/MBench-A/yume/Human/mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960/forward_backward_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960/forward_backward_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7999883e034d08ac9a8430d715922086103dd32b
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960/forward_backward_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).Inside a modestly furnished room with pale walls and a red-trimmed shelf, an older woman with gray-streaked hair tied back in a bun stands facing right, wearing a dark blouse with ornate embroidery. Beside her, a younger girl in a light pink collared shirt looks on with a solemn expression. The older woman speaks, her mouth moving slightly, while the girl remains still, her gaze fixed forward. Natural light filters in from a window to the left, casting soft shadows.
+
+Segment 1:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).Inside a modestly furnished room with pale walls and a red-trimmed shelf, an older woman with gray-streaked hair tied back in a bun stands facing right, wearing a dark blouse with ornate embroidery. Beside her, a younger girl in a light pink collared shirt looks on with a solemn expression. The older woman speaks, her mouth moving slightly, while the girl remains still, her gaze fixed forward. Natural light filters in from a window to the left, casting soft shadows.
+
+Segment 2:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).Inside a modestly furnished room with pale walls and a red-trimmed shelf, an older woman with gray-streaked hair tied back in a bun stands facing right, wearing a dark blouse with ornate embroidery. Beside her, a younger girl in a light pink collared shirt looks on with a solemn expression. The older woman speaks, her mouth moving slightly, while the girl remains still, her gaze fixed forward. Natural light filters in from a window to the left, casting soft shadows.
+
+Segment 3:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).Inside a modestly furnished room with pale walls and a red-trimmed shelf, an older woman with gray-streaked hair tied back in a bun stands facing right, wearing a dark blouse with ornate embroidery. Beside her, a younger girl in a light pink collared shirt looks on with a solemn expression. The older woman speaks, her mouth moving slightly, while the girl remains still, her gaze fixed forward. Natural light filters in from a window to the left, casting soft shadows.
+
+Segment 4:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).Inside a modestly furnished room with pale walls and a red-trimmed shelf, an older woman with gray-streaked hair tied back in a bun stands facing right, wearing a dark blouse with ornate embroidery. Beside her, a younger girl in a light pink collared shirt looks on with a solemn expression. The older woman speaks, her mouth moving slightly, while the girl remains still, her gaze fixed forward. Natural light filters in from a window to the left, casting soft shadows.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960/left_then_right.mp4 b/MBench-A/yume/Human/mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960/left_then_right.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..c2f3aa6d3720bd63b384f5e30309f0dd6b4d5fb2
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960/left_then_right.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:11b09e7bb9549e916c4b323aa8c2f57b9b151b5ce2627f94e67faaee0a98be52
+size 1224080
diff --git a/MBench-A/yume/Human/mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960/left_then_right_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960/left_then_right_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b3bd29ae30fc6cf3ea27780aaeb436b49877775a
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960/left_then_right_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).Inside a modestly furnished room with pale walls and a red-trimmed shelf, an older woman with gray-streaked hair tied back in a bun stands facing right, wearing a dark blouse with ornate embroidery. Beside her, a younger girl in a light pink collared shirt looks on with a solemn expression. The older woman speaks, her mouth moving slightly, while the girl remains still, her gaze fixed forward. Natural light filters in from a window to the left, casting soft shadows.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).Inside a modestly furnished room with pale walls and a red-trimmed shelf, an older woman with gray-streaked hair tied back in a bun stands facing right, wearing a dark blouse with ornate embroidery. Beside her, a younger girl in a light pink collared shirt looks on with a solemn expression. The older woman speaks, her mouth moving slightly, while the girl remains still, her gaze fixed forward. Natural light filters in from a window to the left, casting soft shadows.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).Inside a modestly furnished room with pale walls and a red-trimmed shelf, an older woman with gray-streaked hair tied back in a bun stands facing right, wearing a dark blouse with ornate embroidery. Beside her, a younger girl in a light pink collared shirt looks on with a solemn expression. The older woman speaks, her mouth moving slightly, while the girl remains still, her gaze fixed forward. Natural light filters in from a window to the left, casting soft shadows.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).Inside a modestly furnished room with pale walls and a red-trimmed shelf, an older woman with gray-streaked hair tied back in a bun stands facing right, wearing a dark blouse with ornate embroidery. Beside her, a younger girl in a light pink collared shirt looks on with a solemn expression. The older woman speaks, her mouth moving slightly, while the girl remains still, her gaze fixed forward. Natural light filters in from a window to the left, casting soft shadows.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).Inside a modestly furnished room with pale walls and a red-trimmed shelf, an older woman with gray-streaked hair tied back in a bun stands facing right, wearing a dark blouse with ornate embroidery. Beside her, a younger girl in a light pink collared shirt looks on with a solemn expression. The older woman speaks, her mouth moving slightly, while the girl remains still, her gaze fixed forward. Natural light filters in from a window to the left, casting soft shadows.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960/right_then_left.mp4 b/MBench-A/yume/Human/mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960/right_then_left.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..2027474971cb9443bbd6b6b9ef4a7a8d552733ae
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960/right_then_left.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:946720423fb83f4a2964c36078ee1abc61686071707ab47c501ac23b1da1a966
+size 1167291
diff --git a/MBench-A/yume/Human/mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960/right_then_left_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960/right_then_left_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6e88340b83958565303bfd3064056e7fb5d6800b
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960/right_then_left_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).Inside a modestly furnished room with pale walls and a red-trimmed shelf, an older woman with gray-streaked hair tied back in a bun stands facing right, wearing a dark blouse with ornate embroidery. Beside her, a younger girl in a light pink collared shirt looks on with a solemn expression. The older woman speaks, her mouth moving slightly, while the girl remains still, her gaze fixed forward. Natural light filters in from a window to the left, casting soft shadows.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).Inside a modestly furnished room with pale walls and a red-trimmed shelf, an older woman with gray-streaked hair tied back in a bun stands facing right, wearing a dark blouse with ornate embroidery. Beside her, a younger girl in a light pink collared shirt looks on with a solemn expression. The older woman speaks, her mouth moving slightly, while the girl remains still, her gaze fixed forward. Natural light filters in from a window to the left, casting soft shadows.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).Inside a modestly furnished room with pale walls and a red-trimmed shelf, an older woman with gray-streaked hair tied back in a bun stands facing right, wearing a dark blouse with ornate embroidery. Beside her, a younger girl in a light pink collared shirt looks on with a solemn expression. The older woman speaks, her mouth moving slightly, while the girl remains still, her gaze fixed forward. Natural light filters in from a window to the left, casting soft shadows.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).Inside a modestly furnished room with pale walls and a red-trimmed shelf, an older woman with gray-streaked hair tied back in a bun stands facing right, wearing a dark blouse with ornate embroidery. Beside her, a younger girl in a light pink collared shirt looks on with a solemn expression. The older woman speaks, her mouth moving slightly, while the girl remains still, her gaze fixed forward. Natural light filters in from a window to the left, casting soft shadows.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).Inside a modestly furnished room with pale walls and a red-trimmed shelf, an older woman with gray-streaked hair tied back in a bun stands facing right, wearing a dark blouse with ornate embroidery. Beside her, a younger girl in a light pink collared shirt looks on with a solemn expression. The older woman speaks, her mouth moving slightly, while the girl remains still, her gaze fixed forward. Natural light filters in from a window to the left, casting soft shadows.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_be4fb95cc857fd79d91412b4ec979e8e80042522930bd26b6cb3adccdff3b38f/forward_backward.mp4 b/MBench-A/yume/Human/mem_openhumanvid_be4fb95cc857fd79d91412b4ec979e8e80042522930bd26b6cb3adccdff3b38f/forward_backward.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..f3ae54a832554d8c3c14ad7e51c124edc1b02920
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_be4fb95cc857fd79d91412b4ec979e8e80042522930bd26b6cb3adccdff3b38f/forward_backward.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ae6b24a2a8baa6a46dfe3435f6388d393b9cb090300651ebb6133e54a4ba5668
+size 2557147
diff --git a/MBench-A/yume/Human/mem_openhumanvid_be4fb95cc857fd79d91412b4ec979e8e80042522930bd26b6cb3adccdff3b38f/forward_backward_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_be4fb95cc857fd79d91412b4ec979e8e80042522930bd26b6cb3adccdff3b38f/forward_backward_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2d7dbf752eca4906425a2c77b828189cebc66ce6
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_be4fb95cc857fd79d91412b4ec979e8e80042522930bd26b6cb3adccdff3b38f/forward_backward_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).Two figures in flowing white robes stand on a wooden raft floating on a still, reflective lake surrounded by lush green trees and towering rocky cliffs. The serene environment is bathed in soft, diffused light, suggesting an overcast day. As the camera shifts, a close-up reveals a foot clad in traditional gray fabric shoes stepping gently onto a wooden path scattered with pale blue petals, emphasizing quiet movement and delicate interaction with nature.
+
+Segment 1:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).Two figures in flowing white robes stand on a wooden raft floating on a still, reflective lake surrounded by lush green trees and towering rocky cliffs. The serene environment is bathed in soft, diffused light, suggesting an overcast day. As the camera shifts, a close-up reveals a foot clad in traditional gray fabric shoes stepping gently onto a wooden path scattered with pale blue petals, emphasizing quiet movement and delicate interaction with nature.
+
+Segment 2:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).Two figures in flowing white robes stand on a wooden raft floating on a still, reflective lake surrounded by lush green trees and towering rocky cliffs. The serene environment is bathed in soft, diffused light, suggesting an overcast day. As the camera shifts, a close-up reveals a foot clad in traditional gray fabric shoes stepping gently onto a wooden path scattered with pale blue petals, emphasizing quiet movement and delicate interaction with nature.
+
+Segment 3:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).Two figures in flowing white robes stand on a wooden raft floating on a still, reflective lake surrounded by lush green trees and towering rocky cliffs. The serene environment is bathed in soft, diffused light, suggesting an overcast day. As the camera shifts, a close-up reveals a foot clad in traditional gray fabric shoes stepping gently onto a wooden path scattered with pale blue petals, emphasizing quiet movement and delicate interaction with nature.
+
+Segment 4:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).Two figures in flowing white robes stand on a wooden raft floating on a still, reflective lake surrounded by lush green trees and towering rocky cliffs. The serene environment is bathed in soft, diffused light, suggesting an overcast day. As the camera shifts, a close-up reveals a foot clad in traditional gray fabric shoes stepping gently onto a wooden path scattered with pale blue petals, emphasizing quiet movement and delicate interaction with nature.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_be4fb95cc857fd79d91412b4ec979e8e80042522930bd26b6cb3adccdff3b38f/left_then_right.mp4 b/MBench-A/yume/Human/mem_openhumanvid_be4fb95cc857fd79d91412b4ec979e8e80042522930bd26b6cb3adccdff3b38f/left_then_right.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..dd8a744f2c8c1e7bafdf2a7b49eeb8d48f3fba27
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_be4fb95cc857fd79d91412b4ec979e8e80042522930bd26b6cb3adccdff3b38f/left_then_right.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:26f508d2a60d0b786bba6d9fd60a054ef6ffb90c59703c67f4bba2d7ec2f58af
+size 3262999
diff --git a/MBench-A/yume/Human/mem_openhumanvid_be4fb95cc857fd79d91412b4ec979e8e80042522930bd26b6cb3adccdff3b38f/left_then_right_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_be4fb95cc857fd79d91412b4ec979e8e80042522930bd26b6cb3adccdff3b38f/left_then_right_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ecda67ff375c1b563f222377ca1901a2df762a37
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_be4fb95cc857fd79d91412b4ec979e8e80042522930bd26b6cb3adccdff3b38f/left_then_right_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).Two figures in flowing white robes stand on a wooden raft floating on a still, reflective lake surrounded by lush green trees and towering rocky cliffs. The serene environment is bathed in soft, diffused light, suggesting an overcast day. As the camera shifts, a close-up reveals a foot clad in traditional gray fabric shoes stepping gently onto a wooden path scattered with pale blue petals, emphasizing quiet movement and delicate interaction with nature.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).Two figures in flowing white robes stand on a wooden raft floating on a still, reflective lake surrounded by lush green trees and towering rocky cliffs. The serene environment is bathed in soft, diffused light, suggesting an overcast day. As the camera shifts, a close-up reveals a foot clad in traditional gray fabric shoes stepping gently onto a wooden path scattered with pale blue petals, emphasizing quiet movement and delicate interaction with nature.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).Two figures in flowing white robes stand on a wooden raft floating on a still, reflective lake surrounded by lush green trees and towering rocky cliffs. The serene environment is bathed in soft, diffused light, suggesting an overcast day. As the camera shifts, a close-up reveals a foot clad in traditional gray fabric shoes stepping gently onto a wooden path scattered with pale blue petals, emphasizing quiet movement and delicate interaction with nature.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).Two figures in flowing white robes stand on a wooden raft floating on a still, reflective lake surrounded by lush green trees and towering rocky cliffs. The serene environment is bathed in soft, diffused light, suggesting an overcast day. As the camera shifts, a close-up reveals a foot clad in traditional gray fabric shoes stepping gently onto a wooden path scattered with pale blue petals, emphasizing quiet movement and delicate interaction with nature.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).Two figures in flowing white robes stand on a wooden raft floating on a still, reflective lake surrounded by lush green trees and towering rocky cliffs. The serene environment is bathed in soft, diffused light, suggesting an overcast day. As the camera shifts, a close-up reveals a foot clad in traditional gray fabric shoes stepping gently onto a wooden path scattered with pale blue petals, emphasizing quiet movement and delicate interaction with nature.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_be4fb95cc857fd79d91412b4ec979e8e80042522930bd26b6cb3adccdff3b38f/right_then_left.mp4 b/MBench-A/yume/Human/mem_openhumanvid_be4fb95cc857fd79d91412b4ec979e8e80042522930bd26b6cb3adccdff3b38f/right_then_left.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..ca5fe936eb0009b56e9b7ab33bcc1453c0cc97c7
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_be4fb95cc857fd79d91412b4ec979e8e80042522930bd26b6cb3adccdff3b38f/right_then_left.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f2469a09d5ba27fc512c870fd90cba09c19a2a2477d6f55b99bba70a4fcd79a2
+size 3116715
diff --git a/MBench-A/yume/Human/mem_openhumanvid_be4fb95cc857fd79d91412b4ec979e8e80042522930bd26b6cb3adccdff3b38f/right_then_left_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_be4fb95cc857fd79d91412b4ec979e8e80042522930bd26b6cb3adccdff3b38f/right_then_left_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ccb5c11276dc6972b0360de526779f95d1417325
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_be4fb95cc857fd79d91412b4ec979e8e80042522930bd26b6cb3adccdff3b38f/right_then_left_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).Two figures in flowing white robes stand on a wooden raft floating on a still, reflective lake surrounded by lush green trees and towering rocky cliffs. The serene environment is bathed in soft, diffused light, suggesting an overcast day. As the camera shifts, a close-up reveals a foot clad in traditional gray fabric shoes stepping gently onto a wooden path scattered with pale blue petals, emphasizing quiet movement and delicate interaction with nature.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).Two figures in flowing white robes stand on a wooden raft floating on a still, reflective lake surrounded by lush green trees and towering rocky cliffs. The serene environment is bathed in soft, diffused light, suggesting an overcast day. As the camera shifts, a close-up reveals a foot clad in traditional gray fabric shoes stepping gently onto a wooden path scattered with pale blue petals, emphasizing quiet movement and delicate interaction with nature.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).Two figures in flowing white robes stand on a wooden raft floating on a still, reflective lake surrounded by lush green trees and towering rocky cliffs. The serene environment is bathed in soft, diffused light, suggesting an overcast day. As the camera shifts, a close-up reveals a foot clad in traditional gray fabric shoes stepping gently onto a wooden path scattered with pale blue petals, emphasizing quiet movement and delicate interaction with nature.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).Two figures in flowing white robes stand on a wooden raft floating on a still, reflective lake surrounded by lush green trees and towering rocky cliffs. The serene environment is bathed in soft, diffused light, suggesting an overcast day. As the camera shifts, a close-up reveals a foot clad in traditional gray fabric shoes stepping gently onto a wooden path scattered with pale blue petals, emphasizing quiet movement and delicate interaction with nature.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).Two figures in flowing white robes stand on a wooden raft floating on a still, reflective lake surrounded by lush green trees and towering rocky cliffs. The serene environment is bathed in soft, diffused light, suggesting an overcast day. As the camera shifts, a close-up reveals a foot clad in traditional gray fabric shoes stepping gently onto a wooden path scattered with pale blue petals, emphasizing quiet movement and delicate interaction with nature.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_c83b792f5f5f7e9b9a72bc873c8fcd7b6bf3351797df0784323181678f56c8ca/forward_backward.mp4 b/MBench-A/yume/Human/mem_openhumanvid_c83b792f5f5f7e9b9a72bc873c8fcd7b6bf3351797df0784323181678f56c8ca/forward_backward.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..7dd04afabc53f62ff05acb2cecc14211f8aad976
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_c83b792f5f5f7e9b9a72bc873c8fcd7b6bf3351797df0784323181678f56c8ca/forward_backward.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:adf4219458dae3240d4bd97d36d6165d08b53efdf0332fef868443a10a65e1b0
+size 1114090
diff --git a/MBench-A/yume/Human/mem_openhumanvid_c83b792f5f5f7e9b9a72bc873c8fcd7b6bf3351797df0784323181678f56c8ca/forward_backward_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_c83b792f5f5f7e9b9a72bc873c8fcd7b6bf3351797df0784323181678f56c8ca/forward_backward_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a41f166a8fd7ceae641fc5e073facd83b0e759d4
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_c83b792f5f5f7e9b9a72bc873c8fcd7b6bf3351797df0784323181678f56c8ca/forward_backward_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).A woman with short black hair and dangling earrings sits in an elegantly furnished room, speaking on a white smartphone. She wears a dark blazer and has glossy pink lipstick, her expression shifting from concerned to contemplative as she listens intently. The background features plush golden upholstery and a red flower, softly lit by warm ambient light, suggesting an intimate indoor setting. After the call, she lowers the phone and looks down thoughtfully.
+
+Segment 1:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).A woman with short black hair and dangling earrings sits in an elegantly furnished room, speaking on a white smartphone. She wears a dark blazer and has glossy pink lipstick, her expression shifting from concerned to contemplative as she listens intently. The background features plush golden upholstery and a red flower, softly lit by warm ambient light, suggesting an intimate indoor setting. After the call, she lowers the phone and looks down thoughtfully.
+
+Segment 2:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).A woman with short black hair and dangling earrings sits in an elegantly furnished room, speaking on a white smartphone. She wears a dark blazer and has glossy pink lipstick, her expression shifting from concerned to contemplative as she listens intently. The background features plush golden upholstery and a red flower, softly lit by warm ambient light, suggesting an intimate indoor setting. After the call, she lowers the phone and looks down thoughtfully.
+
+Segment 3:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).A woman with short black hair and dangling earrings sits in an elegantly furnished room, speaking on a white smartphone. She wears a dark blazer and has glossy pink lipstick, her expression shifting from concerned to contemplative as she listens intently. The background features plush golden upholstery and a red flower, softly lit by warm ambient light, suggesting an intimate indoor setting. After the call, she lowers the phone and looks down thoughtfully.
+
+Segment 4:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).A woman with short black hair and dangling earrings sits in an elegantly furnished room, speaking on a white smartphone. She wears a dark blazer and has glossy pink lipstick, her expression shifting from concerned to contemplative as she listens intently. The background features plush golden upholstery and a red flower, softly lit by warm ambient light, suggesting an intimate indoor setting. After the call, she lowers the phone and looks down thoughtfully.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_c83b792f5f5f7e9b9a72bc873c8fcd7b6bf3351797df0784323181678f56c8ca/left_then_right.mp4 b/MBench-A/yume/Human/mem_openhumanvid_c83b792f5f5f7e9b9a72bc873c8fcd7b6bf3351797df0784323181678f56c8ca/left_then_right.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..1ca0a6b638c468fe2827acf5dc9701fc6099a400
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_c83b792f5f5f7e9b9a72bc873c8fcd7b6bf3351797df0784323181678f56c8ca/left_then_right.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b5d277809818837b4440b98ee508897101bcf30a4e3a1a4acb9fbff56ca17798
+size 1166066
diff --git a/MBench-A/yume/Human/mem_openhumanvid_c83b792f5f5f7e9b9a72bc873c8fcd7b6bf3351797df0784323181678f56c8ca/left_then_right_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_c83b792f5f5f7e9b9a72bc873c8fcd7b6bf3351797df0784323181678f56c8ca/left_then_right_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..eee391b9c787c58de0ce6660b5b0aaf1cc850196
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_c83b792f5f5f7e9b9a72bc873c8fcd7b6bf3351797df0784323181678f56c8ca/left_then_right_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A woman with short black hair and dangling earrings sits in an elegantly furnished room, speaking on a white smartphone. She wears a dark blazer and has glossy pink lipstick, her expression shifting from concerned to contemplative as she listens intently. The background features plush golden upholstery and a red flower, softly lit by warm ambient light, suggesting an intimate indoor setting. After the call, she lowers the phone and looks down thoughtfully.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A woman with short black hair and dangling earrings sits in an elegantly furnished room, speaking on a white smartphone. She wears a dark blazer and has glossy pink lipstick, her expression shifting from concerned to contemplative as she listens intently. The background features plush golden upholstery and a red flower, softly lit by warm ambient light, suggesting an intimate indoor setting. After the call, she lowers the phone and looks down thoughtfully.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A woman with short black hair and dangling earrings sits in an elegantly furnished room, speaking on a white smartphone. She wears a dark blazer and has glossy pink lipstick, her expression shifting from concerned to contemplative as she listens intently. The background features plush golden upholstery and a red flower, softly lit by warm ambient light, suggesting an intimate indoor setting. After the call, she lowers the phone and looks down thoughtfully.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A woman with short black hair and dangling earrings sits in an elegantly furnished room, speaking on a white smartphone. She wears a dark blazer and has glossy pink lipstick, her expression shifting from concerned to contemplative as she listens intently. The background features plush golden upholstery and a red flower, softly lit by warm ambient light, suggesting an intimate indoor setting. After the call, she lowers the phone and looks down thoughtfully.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A woman with short black hair and dangling earrings sits in an elegantly furnished room, speaking on a white smartphone. She wears a dark blazer and has glossy pink lipstick, her expression shifting from concerned to contemplative as she listens intently. The background features plush golden upholstery and a red flower, softly lit by warm ambient light, suggesting an intimate indoor setting. After the call, she lowers the phone and looks down thoughtfully.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_c83b792f5f5f7e9b9a72bc873c8fcd7b6bf3351797df0784323181678f56c8ca/right_then_left.mp4 b/MBench-A/yume/Human/mem_openhumanvid_c83b792f5f5f7e9b9a72bc873c8fcd7b6bf3351797df0784323181678f56c8ca/right_then_left.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..d89e63f551416f75dd947a08da2bff5c5a85d908
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_c83b792f5f5f7e9b9a72bc873c8fcd7b6bf3351797df0784323181678f56c8ca/right_then_left.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:80bca38ac4289b03c70b69f11b9d53d1f2e74bf716971069b1b9c068b5b58eb7
+size 1169074
diff --git a/MBench-A/yume/Human/mem_openhumanvid_c83b792f5f5f7e9b9a72bc873c8fcd7b6bf3351797df0784323181678f56c8ca/right_then_left_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_c83b792f5f5f7e9b9a72bc873c8fcd7b6bf3351797df0784323181678f56c8ca/right_then_left_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4ec5619eba33554dfcad7178f37c8c58faad0744
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_c83b792f5f5f7e9b9a72bc873c8fcd7b6bf3351797df0784323181678f56c8ca/right_then_left_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A woman with short black hair and dangling earrings sits in an elegantly furnished room, speaking on a white smartphone. She wears a dark blazer and has glossy pink lipstick, her expression shifting from concerned to contemplative as she listens intently. The background features plush golden upholstery and a red flower, softly lit by warm ambient light, suggesting an intimate indoor setting. After the call, she lowers the phone and looks down thoughtfully.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A woman with short black hair and dangling earrings sits in an elegantly furnished room, speaking on a white smartphone. She wears a dark blazer and has glossy pink lipstick, her expression shifting from concerned to contemplative as she listens intently. The background features plush golden upholstery and a red flower, softly lit by warm ambient light, suggesting an intimate indoor setting. After the call, she lowers the phone and looks down thoughtfully.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A woman with short black hair and dangling earrings sits in an elegantly furnished room, speaking on a white smartphone. She wears a dark blazer and has glossy pink lipstick, her expression shifting from concerned to contemplative as she listens intently. The background features plush golden upholstery and a red flower, softly lit by warm ambient light, suggesting an intimate indoor setting. After the call, she lowers the phone and looks down thoughtfully.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A woman with short black hair and dangling earrings sits in an elegantly furnished room, speaking on a white smartphone. She wears a dark blazer and has glossy pink lipstick, her expression shifting from concerned to contemplative as she listens intently. The background features plush golden upholstery and a red flower, softly lit by warm ambient light, suggesting an intimate indoor setting. After the call, she lowers the phone and looks down thoughtfully.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A woman with short black hair and dangling earrings sits in an elegantly furnished room, speaking on a white smartphone. She wears a dark blazer and has glossy pink lipstick, her expression shifting from concerned to contemplative as she listens intently. The background features plush golden upholstery and a red flower, softly lit by warm ambient light, suggesting an intimate indoor setting. After the call, she lowers the phone and looks down thoughtfully.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_caa2aee9b61501d66e346b858f008bf700fc70c3b04c2bdb440b9474109c1290/forward_backward.mp4 b/MBench-A/yume/Human/mem_openhumanvid_caa2aee9b61501d66e346b858f008bf700fc70c3b04c2bdb440b9474109c1290/forward_backward.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..7b04d8d18cff6e141849feb2a43edc8108a20581
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_caa2aee9b61501d66e346b858f008bf700fc70c3b04c2bdb440b9474109c1290/forward_backward.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fa0d4cf079c2d96b3a952c4870142a53e84d0103f8efc1a0194c71e20adbc24e
+size 1428811
diff --git a/MBench-A/yume/Human/mem_openhumanvid_caa2aee9b61501d66e346b858f008bf700fc70c3b04c2bdb440b9474109c1290/forward_backward_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_caa2aee9b61501d66e346b858f008bf700fc70c3b04c2bdb440b9474109c1290/forward_backward_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d5570e48461ce557f49fd4e687d7725766580849
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_caa2aee9b61501d66e346b858f008bf700fc70c3b04c2bdb440b9474109c1290/forward_backward_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In a dimly lit, ornately furnished room with pale blue walls and framed artwork, a woman in a green-and-white striped dress braids the hair of a seated man wearing a white shirt and tan vest. Their reflections are visible in a large, gilded mirror. Another woman in similar attire stands nearby, observing. Soft natural light filters through curtains, casting gentle shadows. The atmosphere is quiet and intimate, suggesting a private moment within a historical setting.
+
+Segment 1:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In a dimly lit, ornately furnished room with pale blue walls and framed artwork, a woman in a green-and-white striped dress braids the hair of a seated man wearing a white shirt and tan vest. Their reflections are visible in a large, gilded mirror. Another woman in similar attire stands nearby, observing. Soft natural light filters through curtains, casting gentle shadows. The atmosphere is quiet and intimate, suggesting a private moment within a historical setting.
+
+Segment 2:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In a dimly lit, ornately furnished room with pale blue walls and framed artwork, a woman in a green-and-white striped dress braids the hair of a seated man wearing a white shirt and tan vest. Their reflections are visible in a large, gilded mirror. Another woman in similar attire stands nearby, observing. Soft natural light filters through curtains, casting gentle shadows. The atmosphere is quiet and intimate, suggesting a private moment within a historical setting.
+
+Segment 3:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).In a dimly lit, ornately furnished room with pale blue walls and framed artwork, a woman in a green-and-white striped dress braids the hair of a seated man wearing a white shirt and tan vest. Their reflections are visible in a large, gilded mirror. Another woman in similar attire stands nearby, observing. Soft natural light filters through curtains, casting gentle shadows. The atmosphere is quiet and intimate, suggesting a private moment within a historical setting.
+
+Segment 4:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).In a dimly lit, ornately furnished room with pale blue walls and framed artwork, a woman in a green-and-white striped dress braids the hair of a seated man wearing a white shirt and tan vest. Their reflections are visible in a large, gilded mirror. Another woman in similar attire stands nearby, observing. Soft natural light filters through curtains, casting gentle shadows. The atmosphere is quiet and intimate, suggesting a private moment within a historical setting.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_caa2aee9b61501d66e346b858f008bf700fc70c3b04c2bdb440b9474109c1290/left_then_right.mp4 b/MBench-A/yume/Human/mem_openhumanvid_caa2aee9b61501d66e346b858f008bf700fc70c3b04c2bdb440b9474109c1290/left_then_right.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..6de832323ef951c6cec909025467a0d645bba727
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_caa2aee9b61501d66e346b858f008bf700fc70c3b04c2bdb440b9474109c1290/left_then_right.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e814f2ea3e5ceef240d635b829dd220d43738465d855ad1b847139153a2d08f0
+size 1198809
diff --git a/MBench-A/yume/Human/mem_openhumanvid_caa2aee9b61501d66e346b858f008bf700fc70c3b04c2bdb440b9474109c1290/left_then_right_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_caa2aee9b61501d66e346b858f008bf700fc70c3b04c2bdb440b9474109c1290/left_then_right_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d2f47374b4a07914440dd10a09b24a6347ce87b7
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_caa2aee9b61501d66e346b858f008bf700fc70c3b04c2bdb440b9474109c1290/left_then_right_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit, ornately furnished room with pale blue walls and framed artwork, a woman in a green-and-white striped dress braids the hair of a seated man wearing a white shirt and tan vest. Their reflections are visible in a large, gilded mirror. Another woman in similar attire stands nearby, observing. Soft natural light filters through curtains, casting gentle shadows. The atmosphere is quiet and intimate, suggesting a private moment within a historical setting.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit, ornately furnished room with pale blue walls and framed artwork, a woman in a green-and-white striped dress braids the hair of a seated man wearing a white shirt and tan vest. Their reflections are visible in a large, gilded mirror. Another woman in similar attire stands nearby, observing. Soft natural light filters through curtains, casting gentle shadows. The atmosphere is quiet and intimate, suggesting a private moment within a historical setting.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit, ornately furnished room with pale blue walls and framed artwork, a woman in a green-and-white striped dress braids the hair of a seated man wearing a white shirt and tan vest. Their reflections are visible in a large, gilded mirror. Another woman in similar attire stands nearby, observing. Soft natural light filters through curtains, casting gentle shadows. The atmosphere is quiet and intimate, suggesting a private moment within a historical setting.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit, ornately furnished room with pale blue walls and framed artwork, a woman in a green-and-white striped dress braids the hair of a seated man wearing a white shirt and tan vest. Their reflections are visible in a large, gilded mirror. Another woman in similar attire stands nearby, observing. Soft natural light filters through curtains, casting gentle shadows. The atmosphere is quiet and intimate, suggesting a private moment within a historical setting.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit, ornately furnished room with pale blue walls and framed artwork, a woman in a green-and-white striped dress braids the hair of a seated man wearing a white shirt and tan vest. Their reflections are visible in a large, gilded mirror. Another woman in similar attire stands nearby, observing. Soft natural light filters through curtains, casting gentle shadows. The atmosphere is quiet and intimate, suggesting a private moment within a historical setting.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_caa2aee9b61501d66e346b858f008bf700fc70c3b04c2bdb440b9474109c1290/right_then_left.mp4 b/MBench-A/yume/Human/mem_openhumanvid_caa2aee9b61501d66e346b858f008bf700fc70c3b04c2bdb440b9474109c1290/right_then_left.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..228cca8b9eea628aea874a11d1fb9bcb6d5cd205
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_caa2aee9b61501d66e346b858f008bf700fc70c3b04c2bdb440b9474109c1290/right_then_left.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7870391cdb438ecb17c151c4cc807f06b3d612569ce03e1303d41c775b25077f
+size 1200177
diff --git a/MBench-A/yume/Human/mem_openhumanvid_caa2aee9b61501d66e346b858f008bf700fc70c3b04c2bdb440b9474109c1290/right_then_left_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_caa2aee9b61501d66e346b858f008bf700fc70c3b04c2bdb440b9474109c1290/right_then_left_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d9b32a9b7d1cd00aa36e985368b852799ac88aa9
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_caa2aee9b61501d66e346b858f008bf700fc70c3b04c2bdb440b9474109c1290/right_then_left_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit, ornately furnished room with pale blue walls and framed artwork, a woman in a green-and-white striped dress braids the hair of a seated man wearing a white shirt and tan vest. Their reflections are visible in a large, gilded mirror. Another woman in similar attire stands nearby, observing. Soft natural light filters through curtains, casting gentle shadows. The atmosphere is quiet and intimate, suggesting a private moment within a historical setting.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit, ornately furnished room with pale blue walls and framed artwork, a woman in a green-and-white striped dress braids the hair of a seated man wearing a white shirt and tan vest. Their reflections are visible in a large, gilded mirror. Another woman in similar attire stands nearby, observing. Soft natural light filters through curtains, casting gentle shadows. The atmosphere is quiet and intimate, suggesting a private moment within a historical setting.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit, ornately furnished room with pale blue walls and framed artwork, a woman in a green-and-white striped dress braids the hair of a seated man wearing a white shirt and tan vest. Their reflections are visible in a large, gilded mirror. Another woman in similar attire stands nearby, observing. Soft natural light filters through curtains, casting gentle shadows. The atmosphere is quiet and intimate, suggesting a private moment within a historical setting.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit, ornately furnished room with pale blue walls and framed artwork, a woman in a green-and-white striped dress braids the hair of a seated man wearing a white shirt and tan vest. Their reflections are visible in a large, gilded mirror. Another woman in similar attire stands nearby, observing. Soft natural light filters through curtains, casting gentle shadows. The atmosphere is quiet and intimate, suggesting a private moment within a historical setting.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit, ornately furnished room with pale blue walls and framed artwork, a woman in a green-and-white striped dress braids the hair of a seated man wearing a white shirt and tan vest. Their reflections are visible in a large, gilded mirror. Another woman in similar attire stands nearby, observing. Soft natural light filters through curtains, casting gentle shadows. The atmosphere is quiet and intimate, suggesting a private moment within a historical setting.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_d5e1d57e200d8bffefcba4adcc12e630e32e76d77bcca75e6df4b07bec375183/forward_backward.mp4 b/MBench-A/yume/Human/mem_openhumanvid_d5e1d57e200d8bffefcba4adcc12e630e32e76d77bcca75e6df4b07bec375183/forward_backward.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..72fd6d7b6a9f8289b1a134bbdf311fa9072e3fb0
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_d5e1d57e200d8bffefcba4adcc12e630e32e76d77bcca75e6df4b07bec375183/forward_backward.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6ded01706958a8305c300d1f43be94d9ffbf1a3a96790339621dea4a367ec598
+size 1636204
diff --git a/MBench-A/yume/Human/mem_openhumanvid_d5e1d57e200d8bffefcba4adcc12e630e32e76d77bcca75e6df4b07bec375183/forward_backward_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_d5e1d57e200d8bffefcba4adcc12e630e32e76d77bcca75e6df4b07bec375183/forward_backward_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1a133b91d156d0e310cb1cb6a0243314fbdef31a
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_d5e1d57e200d8bffefcba4adcc12e630e32e76d77bcca75e6df4b07bec375183/forward_backward_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In a dimly lit prison interview room, a man wearing a blue vest over a gray shirt and a black head covering sits at a table, reviewing a formal agreement document between the Bristol & Avon Constabulary and Christian Taylor. He holds a pen, carefully examining the text before looking up with a serious expression. The room features pale walls, barred windows, and institutional furnishings, emphasizing the official and tense atmosphere of the setting.
+
+Segment 1:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In a dimly lit prison interview room, a man wearing a blue vest over a gray shirt and a black head covering sits at a table, reviewing a formal agreement document between the Bristol & Avon Constabulary and Christian Taylor. He holds a pen, carefully examining the text before looking up with a serious expression. The room features pale walls, barred windows, and institutional furnishings, emphasizing the official and tense atmosphere of the setting.
+
+Segment 2:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In a dimly lit prison interview room, a man wearing a blue vest over a gray shirt and a black head covering sits at a table, reviewing a formal agreement document between the Bristol & Avon Constabulary and Christian Taylor. He holds a pen, carefully examining the text before looking up with a serious expression. The room features pale walls, barred windows, and institutional furnishings, emphasizing the official and tense atmosphere of the setting.
+
+Segment 3:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).In a dimly lit prison interview room, a man wearing a blue vest over a gray shirt and a black head covering sits at a table, reviewing a formal agreement document between the Bristol & Avon Constabulary and Christian Taylor. He holds a pen, carefully examining the text before looking up with a serious expression. The room features pale walls, barred windows, and institutional furnishings, emphasizing the official and tense atmosphere of the setting.
+
+Segment 4:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).In a dimly lit prison interview room, a man wearing a blue vest over a gray shirt and a black head covering sits at a table, reviewing a formal agreement document between the Bristol & Avon Constabulary and Christian Taylor. He holds a pen, carefully examining the text before looking up with a serious expression. The room features pale walls, barred windows, and institutional furnishings, emphasizing the official and tense atmosphere of the setting.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_d5e1d57e200d8bffefcba4adcc12e630e32e76d77bcca75e6df4b07bec375183/left_then_right.mp4 b/MBench-A/yume/Human/mem_openhumanvid_d5e1d57e200d8bffefcba4adcc12e630e32e76d77bcca75e6df4b07bec375183/left_then_right.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..4d16f4ab8045e9b620d4ce5d32e02389c4e20489
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_d5e1d57e200d8bffefcba4adcc12e630e32e76d77bcca75e6df4b07bec375183/left_then_right.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f07145d9b52415f857f07fa0a20f100692bcd5bb994aaac174631a781cbf41ed
+size 1506823
diff --git a/MBench-A/yume/Human/mem_openhumanvid_d5e1d57e200d8bffefcba4adcc12e630e32e76d77bcca75e6df4b07bec375183/left_then_right_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_d5e1d57e200d8bffefcba4adcc12e630e32e76d77bcca75e6df4b07bec375183/left_then_right_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7c1fceeb9a1b1d3859a1972e5dea4fe024d1c483
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_d5e1d57e200d8bffefcba4adcc12e630e32e76d77bcca75e6df4b07bec375183/left_then_right_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit prison interview room, a man wearing a blue vest over a gray shirt and a black head covering sits at a table, reviewing a formal agreement document between the Bristol & Avon Constabulary and Christian Taylor. He holds a pen, carefully examining the text before looking up with a serious expression. The room features pale walls, barred windows, and institutional furnishings, emphasizing the official and tense atmosphere of the setting.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit prison interview room, a man wearing a blue vest over a gray shirt and a black head covering sits at a table, reviewing a formal agreement document between the Bristol & Avon Constabulary and Christian Taylor. He holds a pen, carefully examining the text before looking up with a serious expression. The room features pale walls, barred windows, and institutional furnishings, emphasizing the official and tense atmosphere of the setting.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit prison interview room, a man wearing a blue vest over a gray shirt and a black head covering sits at a table, reviewing a formal agreement document between the Bristol & Avon Constabulary and Christian Taylor. He holds a pen, carefully examining the text before looking up with a serious expression. The room features pale walls, barred windows, and institutional furnishings, emphasizing the official and tense atmosphere of the setting.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit prison interview room, a man wearing a blue vest over a gray shirt and a black head covering sits at a table, reviewing a formal agreement document between the Bristol & Avon Constabulary and Christian Taylor. He holds a pen, carefully examining the text before looking up with a serious expression. The room features pale walls, barred windows, and institutional furnishings, emphasizing the official and tense atmosphere of the setting.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit prison interview room, a man wearing a blue vest over a gray shirt and a black head covering sits at a table, reviewing a formal agreement document between the Bristol & Avon Constabulary and Christian Taylor. He holds a pen, carefully examining the text before looking up with a serious expression. The room features pale walls, barred windows, and institutional furnishings, emphasizing the official and tense atmosphere of the setting.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_d5e1d57e200d8bffefcba4adcc12e630e32e76d77bcca75e6df4b07bec375183/right_then_left.mp4 b/MBench-A/yume/Human/mem_openhumanvid_d5e1d57e200d8bffefcba4adcc12e630e32e76d77bcca75e6df4b07bec375183/right_then_left.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..43c17fd8fa631242f3f264a6d84e1f24762723e7
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_d5e1d57e200d8bffefcba4adcc12e630e32e76d77bcca75e6df4b07bec375183/right_then_left.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7980ae9f7dda8e6bbe37727bd828152a4b41240cb39d9ca1e4fd694bc81d1104
+size 1492279
diff --git a/MBench-A/yume/Human/mem_openhumanvid_d5e1d57e200d8bffefcba4adcc12e630e32e76d77bcca75e6df4b07bec375183/right_then_left_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_d5e1d57e200d8bffefcba4adcc12e630e32e76d77bcca75e6df4b07bec375183/right_then_left_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..75fae9708231296038500bae18abf426ba6d7d7f
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_d5e1d57e200d8bffefcba4adcc12e630e32e76d77bcca75e6df4b07bec375183/right_then_left_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit prison interview room, a man wearing a blue vest over a gray shirt and a black head covering sits at a table, reviewing a formal agreement document between the Bristol & Avon Constabulary and Christian Taylor. He holds a pen, carefully examining the text before looking up with a serious expression. The room features pale walls, barred windows, and institutional furnishings, emphasizing the official and tense atmosphere of the setting.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit prison interview room, a man wearing a blue vest over a gray shirt and a black head covering sits at a table, reviewing a formal agreement document between the Bristol & Avon Constabulary and Christian Taylor. He holds a pen, carefully examining the text before looking up with a serious expression. The room features pale walls, barred windows, and institutional furnishings, emphasizing the official and tense atmosphere of the setting.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit prison interview room, a man wearing a blue vest over a gray shirt and a black head covering sits at a table, reviewing a formal agreement document between the Bristol & Avon Constabulary and Christian Taylor. He holds a pen, carefully examining the text before looking up with a serious expression. The room features pale walls, barred windows, and institutional furnishings, emphasizing the official and tense atmosphere of the setting.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit prison interview room, a man wearing a blue vest over a gray shirt and a black head covering sits at a table, reviewing a formal agreement document between the Bristol & Avon Constabulary and Christian Taylor. He holds a pen, carefully examining the text before looking up with a serious expression. The room features pale walls, barred windows, and institutional furnishings, emphasizing the official and tense atmosphere of the setting.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit prison interview room, a man wearing a blue vest over a gray shirt and a black head covering sits at a table, reviewing a formal agreement document between the Bristol & Avon Constabulary and Christian Taylor. He holds a pen, carefully examining the text before looking up with a serious expression. The room features pale walls, barred windows, and institutional furnishings, emphasizing the official and tense atmosphere of the setting.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_d7ec31e6ab235b2d6efcc5342395ff3195a4a0e059021112a46d19491ef0e529/forward_backward.mp4 b/MBench-A/yume/Human/mem_openhumanvid_d7ec31e6ab235b2d6efcc5342395ff3195a4a0e059021112a46d19491ef0e529/forward_backward.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..ec6022ad7af9d1e918a21a3f13568fdd2be5b1bd
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_d7ec31e6ab235b2d6efcc5342395ff3195a4a0e059021112a46d19491ef0e529/forward_backward.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b3e7a8ff4d2865bd2dc589c894496b3d5de1c7b30210a4b6dea520b9072cb40c
+size 1399830
diff --git a/MBench-A/yume/Human/mem_openhumanvid_d7ec31e6ab235b2d6efcc5342395ff3195a4a0e059021112a46d19491ef0e529/forward_backward_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_d7ec31e6ab235b2d6efcc5342395ff3195a4a0e059021112a46d19491ef0e529/forward_backward_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..278fe658fdaa0f4f7fce06f7cfd019860fab2237
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_d7ec31e6ab235b2d6efcc5342395ff3195a4a0e059021112a46d19491ef0e529/forward_backward_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In a dimly lit, modern police office illuminated by blue ambient lighting and recessed ceiling lights, a woman in a black blazer and white shirt stands facing a man in a dark jacket, both wearing lanyards with "Hong Kong Police" text. They engage in a serious conversation, their expressions shifting subtly as they exchange glances. The man pulls out a takeaway coffee cup, and the woman responds with a slight smile, her own hand reaching toward it. A screen displaying the Hong Kong Police emblem glows softly in the background.
+
+Segment 1:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In a dimly lit, modern police office illuminated by blue ambient lighting and recessed ceiling lights, a woman in a black blazer and white shirt stands facing a man in a dark jacket, both wearing lanyards with "Hong Kong Police" text. They engage in a serious conversation, their expressions shifting subtly as they exchange glances. The man pulls out a takeaway coffee cup, and the woman responds with a slight smile, her own hand reaching toward it. A screen displaying the Hong Kong Police emblem glows softly in the background.
+
+Segment 2:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In a dimly lit, modern police office illuminated by blue ambient lighting and recessed ceiling lights, a woman in a black blazer and white shirt stands facing a man in a dark jacket, both wearing lanyards with "Hong Kong Police" text. They engage in a serious conversation, their expressions shifting subtly as they exchange glances. The man pulls out a takeaway coffee cup, and the woman responds with a slight smile, her own hand reaching toward it. A screen displaying the Hong Kong Police emblem glows softly in the background.
+
+Segment 3:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).In a dimly lit, modern police office illuminated by blue ambient lighting and recessed ceiling lights, a woman in a black blazer and white shirt stands facing a man in a dark jacket, both wearing lanyards with "Hong Kong Police" text. They engage in a serious conversation, their expressions shifting subtly as they exchange glances. The man pulls out a takeaway coffee cup, and the woman responds with a slight smile, her own hand reaching toward it. A screen displaying the Hong Kong Police emblem glows softly in the background.
+
+Segment 4:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).In a dimly lit, modern police office illuminated by blue ambient lighting and recessed ceiling lights, a woman in a black blazer and white shirt stands facing a man in a dark jacket, both wearing lanyards with "Hong Kong Police" text. They engage in a serious conversation, their expressions shifting subtly as they exchange glances. The man pulls out a takeaway coffee cup, and the woman responds with a slight smile, her own hand reaching toward it. A screen displaying the Hong Kong Police emblem glows softly in the background.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_d7ec31e6ab235b2d6efcc5342395ff3195a4a0e059021112a46d19491ef0e529/left_then_right.mp4 b/MBench-A/yume/Human/mem_openhumanvid_d7ec31e6ab235b2d6efcc5342395ff3195a4a0e059021112a46d19491ef0e529/left_then_right.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..3c8c325da00b0355804bbaf8af1f09ce1b8cfc41
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_d7ec31e6ab235b2d6efcc5342395ff3195a4a0e059021112a46d19491ef0e529/left_then_right.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8fecbd16bc65c8587ef0d0ab71ed7f4d1e29388758099c4f3a2e9228818e2700
+size 1320400
diff --git a/MBench-A/yume/Human/mem_openhumanvid_d7ec31e6ab235b2d6efcc5342395ff3195a4a0e059021112a46d19491ef0e529/left_then_right_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_d7ec31e6ab235b2d6efcc5342395ff3195a4a0e059021112a46d19491ef0e529/left_then_right_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8d746e9865e882ea04e39f2e395c79ace36cd81d
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_d7ec31e6ab235b2d6efcc5342395ff3195a4a0e059021112a46d19491ef0e529/left_then_right_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit, modern police office illuminated by blue ambient lighting and recessed ceiling lights, a woman in a black blazer and white shirt stands facing a man in a dark jacket, both wearing lanyards with "Hong Kong Police" text. They engage in a serious conversation, their expressions shifting subtly as they exchange glances. The man pulls out a takeaway coffee cup, and the woman responds with a slight smile, her own hand reaching toward it. A screen displaying the Hong Kong Police emblem glows softly in the background.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit, modern police office illuminated by blue ambient lighting and recessed ceiling lights, a woman in a black blazer and white shirt stands facing a man in a dark jacket, both wearing lanyards with "Hong Kong Police" text. They engage in a serious conversation, their expressions shifting subtly as they exchange glances. The man pulls out a takeaway coffee cup, and the woman responds with a slight smile, her own hand reaching toward it. A screen displaying the Hong Kong Police emblem glows softly in the background.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit, modern police office illuminated by blue ambient lighting and recessed ceiling lights, a woman in a black blazer and white shirt stands facing a man in a dark jacket, both wearing lanyards with "Hong Kong Police" text. They engage in a serious conversation, their expressions shifting subtly as they exchange glances. The man pulls out a takeaway coffee cup, and the woman responds with a slight smile, her own hand reaching toward it. A screen displaying the Hong Kong Police emblem glows softly in the background.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit, modern police office illuminated by blue ambient lighting and recessed ceiling lights, a woman in a black blazer and white shirt stands facing a man in a dark jacket, both wearing lanyards with "Hong Kong Police" text. They engage in a serious conversation, their expressions shifting subtly as they exchange glances. The man pulls out a takeaway coffee cup, and the woman responds with a slight smile, her own hand reaching toward it. A screen displaying the Hong Kong Police emblem glows softly in the background.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit, modern police office illuminated by blue ambient lighting and recessed ceiling lights, a woman in a black blazer and white shirt stands facing a man in a dark jacket, both wearing lanyards with "Hong Kong Police" text. They engage in a serious conversation, their expressions shifting subtly as they exchange glances. The man pulls out a takeaway coffee cup, and the woman responds with a slight smile, her own hand reaching toward it. A screen displaying the Hong Kong Police emblem glows softly in the background.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_d7ec31e6ab235b2d6efcc5342395ff3195a4a0e059021112a46d19491ef0e529/right_then_left.mp4 b/MBench-A/yume/Human/mem_openhumanvid_d7ec31e6ab235b2d6efcc5342395ff3195a4a0e059021112a46d19491ef0e529/right_then_left.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..09fcf226dc52b162b7ada6cdaa575494a3221c05
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_d7ec31e6ab235b2d6efcc5342395ff3195a4a0e059021112a46d19491ef0e529/right_then_left.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:90931c4fe3e9a1c71727db8b93da826f21b71bc951376838adec4c67a0ed19bd
+size 1525339
diff --git a/MBench-A/yume/Human/mem_openhumanvid_d7ec31e6ab235b2d6efcc5342395ff3195a4a0e059021112a46d19491ef0e529/right_then_left_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_d7ec31e6ab235b2d6efcc5342395ff3195a4a0e059021112a46d19491ef0e529/right_then_left_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dd0f28cbb241f32bc7b65fa06a2632006b9f0335
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_d7ec31e6ab235b2d6efcc5342395ff3195a4a0e059021112a46d19491ef0e529/right_then_left_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit, modern police office illuminated by blue ambient lighting and recessed ceiling lights, a woman in a black blazer and white shirt stands facing a man in a dark jacket, both wearing lanyards with "Hong Kong Police" text. They engage in a serious conversation, their expressions shifting subtly as they exchange glances. The man pulls out a takeaway coffee cup, and the woman responds with a slight smile, her own hand reaching toward it. A screen displaying the Hong Kong Police emblem glows softly in the background.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit, modern police office illuminated by blue ambient lighting and recessed ceiling lights, a woman in a black blazer and white shirt stands facing a man in a dark jacket, both wearing lanyards with "Hong Kong Police" text. They engage in a serious conversation, their expressions shifting subtly as they exchange glances. The man pulls out a takeaway coffee cup, and the woman responds with a slight smile, her own hand reaching toward it. A screen displaying the Hong Kong Police emblem glows softly in the background.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a dimly lit, modern police office illuminated by blue ambient lighting and recessed ceiling lights, a woman in a black blazer and white shirt stands facing a man in a dark jacket, both wearing lanyards with "Hong Kong Police" text. They engage in a serious conversation, their expressions shifting subtly as they exchange glances. The man pulls out a takeaway coffee cup, and the woman responds with a slight smile, her own hand reaching toward it. A screen displaying the Hong Kong Police emblem glows softly in the background.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit, modern police office illuminated by blue ambient lighting and recessed ceiling lights, a woman in a black blazer and white shirt stands facing a man in a dark jacket, both wearing lanyards with "Hong Kong Police" text. They engage in a serious conversation, their expressions shifting subtly as they exchange glances. The man pulls out a takeaway coffee cup, and the woman responds with a slight smile, her own hand reaching toward it. A screen displaying the Hong Kong Police emblem glows softly in the background.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a dimly lit, modern police office illuminated by blue ambient lighting and recessed ceiling lights, a woman in a black blazer and white shirt stands facing a man in a dark jacket, both wearing lanyards with "Hong Kong Police" text. They engage in a serious conversation, their expressions shifting subtly as they exchange glances. The man pulls out a takeaway coffee cup, and the woman responds with a slight smile, her own hand reaching toward it. A screen displaying the Hong Kong Police emblem glows softly in the background.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_e49eaf7fb50ac654a3b5f1f1ec97b36bce3174aa741015475573ce357ca8bb5d/forward_backward.mp4 b/MBench-A/yume/Human/mem_openhumanvid_e49eaf7fb50ac654a3b5f1f1ec97b36bce3174aa741015475573ce357ca8bb5d/forward_backward.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..93001ef8738fb101ccaad0b78e369a864f866a0f
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_e49eaf7fb50ac654a3b5f1f1ec97b36bce3174aa741015475573ce357ca8bb5d/forward_backward.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c370c887f8aad2976d2622b986718e4ca79ccd31404cd6367f1ba64a19aefedd
+size 1587931
diff --git a/MBench-A/yume/Human/mem_openhumanvid_e49eaf7fb50ac654a3b5f1f1ec97b36bce3174aa741015475573ce357ca8bb5d/forward_backward_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_e49eaf7fb50ac654a3b5f1f1ec97b36bce3174aa741015475573ce357ca8bb5d/forward_backward_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..907c66b2f4563cf40a44c2efd088262bece28914
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_e49eaf7fb50ac654a3b5f1f1ec97b36bce3174aa741015475573ce357ca8bb5d/forward_backward_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In a warmly lit room with striped wallpaper, a man in a green suit reclines on a couch, holding a handgun with both hands. A woman in a pink sleeveless top leans close to him, her face near his ear, appearing to whisper. The man examines the gun, slowly raising it while maintaining eye contact with her. Their proximity suggests intimacy, yet the presence of the firearm introduces tension. The setting feels private and domestic, possibly a hotel room or bedroom.
+
+Segment 1:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In a warmly lit room with striped wallpaper, a man in a green suit reclines on a couch, holding a handgun with both hands. A woman in a pink sleeveless top leans close to him, her face near his ear, appearing to whisper. The man examines the gun, slowly raising it while maintaining eye contact with her. Their proximity suggests intimacy, yet the presence of the firearm introduces tension. The setting feels private and domestic, possibly a hotel room or bedroom.
+
+Segment 2:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).In a warmly lit room with striped wallpaper, a man in a green suit reclines on a couch, holding a handgun with both hands. A woman in a pink sleeveless top leans close to him, her face near his ear, appearing to whisper. The man examines the gun, slowly raising it while maintaining eye contact with her. Their proximity suggests intimacy, yet the presence of the firearm introduces tension. The setting feels private and domestic, possibly a hotel room or bedroom.
+
+Segment 3:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).In a warmly lit room with striped wallpaper, a man in a green suit reclines on a couch, holding a handgun with both hands. A woman in a pink sleeveless top leans close to him, her face near his ear, appearing to whisper. The man examines the gun, slowly raising it while maintaining eye contact with her. Their proximity suggests intimacy, yet the presence of the firearm introduces tension. The setting feels private and domestic, possibly a hotel room or bedroom.
+
+Segment 4:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).In a warmly lit room with striped wallpaper, a man in a green suit reclines on a couch, holding a handgun with both hands. A woman in a pink sleeveless top leans close to him, her face near his ear, appearing to whisper. The man examines the gun, slowly raising it while maintaining eye contact with her. Their proximity suggests intimacy, yet the presence of the firearm introduces tension. The setting feels private and domestic, possibly a hotel room or bedroom.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_e49eaf7fb50ac654a3b5f1f1ec97b36bce3174aa741015475573ce357ca8bb5d/left_then_right.mp4 b/MBench-A/yume/Human/mem_openhumanvid_e49eaf7fb50ac654a3b5f1f1ec97b36bce3174aa741015475573ce357ca8bb5d/left_then_right.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..03bb511aace6f4273fd8718d1f5097ef04c43b35
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_e49eaf7fb50ac654a3b5f1f1ec97b36bce3174aa741015475573ce357ca8bb5d/left_then_right.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:af591c8122d260f7911040eeb69be25b35edea8780c96a05836db77b539725ad
+size 1434713
diff --git a/MBench-A/yume/Human/mem_openhumanvid_e49eaf7fb50ac654a3b5f1f1ec97b36bce3174aa741015475573ce357ca8bb5d/left_then_right_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_e49eaf7fb50ac654a3b5f1f1ec97b36bce3174aa741015475573ce357ca8bb5d/left_then_right_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f3271dc4223ca53b6b04213df6d0cf37412552a0
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_e49eaf7fb50ac654a3b5f1f1ec97b36bce3174aa741015475573ce357ca8bb5d/left_then_right_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a warmly lit room with striped wallpaper, a man in a green suit reclines on a couch, holding a handgun with both hands. A woman in a pink sleeveless top leans close to him, her face near his ear, appearing to whisper. The man examines the gun, slowly raising it while maintaining eye contact with her. Their proximity suggests intimacy, yet the presence of the firearm introduces tension. The setting feels private and domestic, possibly a hotel room or bedroom.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a warmly lit room with striped wallpaper, a man in a green suit reclines on a couch, holding a handgun with both hands. A woman in a pink sleeveless top leans close to him, her face near his ear, appearing to whisper. The man examines the gun, slowly raising it while maintaining eye contact with her. Their proximity suggests intimacy, yet the presence of the firearm introduces tension. The setting feels private and domestic, possibly a hotel room or bedroom.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a warmly lit room with striped wallpaper, a man in a green suit reclines on a couch, holding a handgun with both hands. A woman in a pink sleeveless top leans close to him, her face near his ear, appearing to whisper. The man examines the gun, slowly raising it while maintaining eye contact with her. Their proximity suggests intimacy, yet the presence of the firearm introduces tension. The setting feels private and domestic, possibly a hotel room or bedroom.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a warmly lit room with striped wallpaper, a man in a green suit reclines on a couch, holding a handgun with both hands. A woman in a pink sleeveless top leans close to him, her face near his ear, appearing to whisper. The man examines the gun, slowly raising it while maintaining eye contact with her. Their proximity suggests intimacy, yet the presence of the firearm introduces tension. The setting feels private and domestic, possibly a hotel room or bedroom.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a warmly lit room with striped wallpaper, a man in a green suit reclines on a couch, holding a handgun with both hands. A woman in a pink sleeveless top leans close to him, her face near his ear, appearing to whisper. The man examines the gun, slowly raising it while maintaining eye contact with her. Their proximity suggests intimacy, yet the presence of the firearm introduces tension. The setting feels private and domestic, possibly a hotel room or bedroom.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_e49eaf7fb50ac654a3b5f1f1ec97b36bce3174aa741015475573ce357ca8bb5d/right_then_left.mp4 b/MBench-A/yume/Human/mem_openhumanvid_e49eaf7fb50ac654a3b5f1f1ec97b36bce3174aa741015475573ce357ca8bb5d/right_then_left.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..6ee241bca1137e3215030400ae5a98b76326ee9d
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_e49eaf7fb50ac654a3b5f1f1ec97b36bce3174aa741015475573ce357ca8bb5d/right_then_left.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c2ab17d4d3d5a3a9e4cc3f71b138da13748f94ad8e59fd3980158a6021e7c3cb
+size 1427301
diff --git a/MBench-A/yume/Human/mem_openhumanvid_e49eaf7fb50ac654a3b5f1f1ec97b36bce3174aa741015475573ce357ca8bb5d/right_then_left_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_e49eaf7fb50ac654a3b5f1f1ec97b36bce3174aa741015475573ce357ca8bb5d/right_then_left_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..14c2fb1b19cc605b27149924171c59039800cc7a
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_e49eaf7fb50ac654a3b5f1f1ec97b36bce3174aa741015475573ce357ca8bb5d/right_then_left_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a warmly lit room with striped wallpaper, a man in a green suit reclines on a couch, holding a handgun with both hands. A woman in a pink sleeveless top leans close to him, her face near his ear, appearing to whisper. The man examines the gun, slowly raising it while maintaining eye contact with her. Their proximity suggests intimacy, yet the presence of the firearm introduces tension. The setting feels private and domestic, possibly a hotel room or bedroom.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a warmly lit room with striped wallpaper, a man in a green suit reclines on a couch, holding a handgun with both hands. A woman in a pink sleeveless top leans close to him, her face near his ear, appearing to whisper. The man examines the gun, slowly raising it while maintaining eye contact with her. Their proximity suggests intimacy, yet the presence of the firearm introduces tension. The setting feels private and domestic, possibly a hotel room or bedroom.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).In a warmly lit room with striped wallpaper, a man in a green suit reclines on a couch, holding a handgun with both hands. A woman in a pink sleeveless top leans close to him, her face near his ear, appearing to whisper. The man examines the gun, slowly raising it while maintaining eye contact with her. Their proximity suggests intimacy, yet the presence of the firearm introduces tension. The setting feels private and domestic, possibly a hotel room or bedroom.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a warmly lit room with striped wallpaper, a man in a green suit reclines on a couch, holding a handgun with both hands. A woman in a pink sleeveless top leans close to him, her face near his ear, appearing to whisper. The man examines the gun, slowly raising it while maintaining eye contact with her. Their proximity suggests intimacy, yet the presence of the firearm introduces tension. The setting feels private and domestic, possibly a hotel room or bedroom.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).In a warmly lit room with striped wallpaper, a man in a green suit reclines on a couch, holding a handgun with both hands. A woman in a pink sleeveless top leans close to him, her face near his ear, appearing to whisper. The man examines the gun, slowly raising it while maintaining eye contact with her. Their proximity suggests intimacy, yet the presence of the firearm introduces tension. The setting feels private and domestic, possibly a hotel room or bedroom.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_e4d23edb0f34bdd2c5f7282819eec3d83ff0a11016abed20074b8dfdd892b67e/forward_backward.mp4 b/MBench-A/yume/Human/mem_openhumanvid_e4d23edb0f34bdd2c5f7282819eec3d83ff0a11016abed20074b8dfdd892b67e/forward_backward.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..80cf6532ae0638b61a5867d98a27ae93af1423b2
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_e4d23edb0f34bdd2c5f7282819eec3d83ff0a11016abed20074b8dfdd892b67e/forward_backward.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4171807ba3d710ba3713c4b95f9d2e73bccd7f811f4fdc2ebb360697b8e9e441
+size 2485895
diff --git a/MBench-A/yume/Human/mem_openhumanvid_e4d23edb0f34bdd2c5f7282819eec3d83ff0a11016abed20074b8dfdd892b67e/forward_backward_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_e4d23edb0f34bdd2c5f7282819eec3d83ff0a11016abed20074b8dfdd892b67e/forward_backward_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..efd20542a657debb1d9768e63a06c8cb9107352f
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_e4d23edb0f34bdd2c5f7282819eec3d83ff0a11016abed20074b8dfdd892b67e/forward_backward_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).Two men in traditional Qing dynasty attire stand before a red wall adorned with ornate gray stone carvings, near a stone well with a wooden frame. One man holds a bundle of cloth while conversing with the other, who has a bandaged hand. After a brief exchange, the first man walks away, leaving the second to sit on the well’s base, adjusting his bandage. The setting is bright and clear, suggesting daytime, with potted plants visible nearby.
+
+Segment 1:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).Two men in traditional Qing dynasty attire stand before a red wall adorned with ornate gray stone carvings, near a stone well with a wooden frame. One man holds a bundle of cloth while conversing with the other, who has a bandaged hand. After a brief exchange, the first man walks away, leaving the second to sit on the well’s base, adjusting his bandage. The setting is bright and clear, suggesting daytime, with potted plants visible nearby.
+
+Segment 2:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).Two men in traditional Qing dynasty attire stand before a red wall adorned with ornate gray stone carvings, near a stone well with a wooden frame. One man holds a bundle of cloth while conversing with the other, who has a bandaged hand. After a brief exchange, the first man walks away, leaving the second to sit on the well’s base, adjusting his bandage. The setting is bright and clear, suggesting daytime, with potted plants visible nearby.
+
+Segment 3:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).Two men in traditional Qing dynasty attire stand before a red wall adorned with ornate gray stone carvings, near a stone well with a wooden frame. One man holds a bundle of cloth while conversing with the other, who has a bandaged hand. After a brief exchange, the first man walks away, leaving the second to sit on the well’s base, adjusting his bandage. The setting is bright and clear, suggesting daytime, with potted plants visible nearby.
+
+Segment 4:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).Two men in traditional Qing dynasty attire stand before a red wall adorned with ornate gray stone carvings, near a stone well with a wooden frame. One man holds a bundle of cloth while conversing with the other, who has a bandaged hand. After a brief exchange, the first man walks away, leaving the second to sit on the well’s base, adjusting his bandage. The setting is bright and clear, suggesting daytime, with potted plants visible nearby.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_e4d23edb0f34bdd2c5f7282819eec3d83ff0a11016abed20074b8dfdd892b67e/left_then_right.mp4 b/MBench-A/yume/Human/mem_openhumanvid_e4d23edb0f34bdd2c5f7282819eec3d83ff0a11016abed20074b8dfdd892b67e/left_then_right.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..9cf44d3bd174e9b98533b7e9fdb0c2876bcc72a3
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_e4d23edb0f34bdd2c5f7282819eec3d83ff0a11016abed20074b8dfdd892b67e/left_then_right.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:46ef98c843c6a53147c06413378cd20f789d0059aecfed97b317e4a11791b7d8
+size 2982821
diff --git a/MBench-A/yume/Human/mem_openhumanvid_e4d23edb0f34bdd2c5f7282819eec3d83ff0a11016abed20074b8dfdd892b67e/left_then_right_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_e4d23edb0f34bdd2c5f7282819eec3d83ff0a11016abed20074b8dfdd892b67e/left_then_right_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..967b71b6261386f45d51d8dd3fa4031a2b97bab1
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_e4d23edb0f34bdd2c5f7282819eec3d83ff0a11016abed20074b8dfdd892b67e/left_then_right_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).Two men in traditional Qing dynasty attire stand before a red wall adorned with ornate gray stone carvings, near a stone well with a wooden frame. One man holds a bundle of cloth while conversing with the other, who has a bandaged hand. After a brief exchange, the first man walks away, leaving the second to sit on the well’s base, adjusting his bandage. The setting is bright and clear, suggesting daytime, with potted plants visible nearby.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).Two men in traditional Qing dynasty attire stand before a red wall adorned with ornate gray stone carvings, near a stone well with a wooden frame. One man holds a bundle of cloth while conversing with the other, who has a bandaged hand. After a brief exchange, the first man walks away, leaving the second to sit on the well’s base, adjusting his bandage. The setting is bright and clear, suggesting daytime, with potted plants visible nearby.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).Two men in traditional Qing dynasty attire stand before a red wall adorned with ornate gray stone carvings, near a stone well with a wooden frame. One man holds a bundle of cloth while conversing with the other, who has a bandaged hand. After a brief exchange, the first man walks away, leaving the second to sit on the well’s base, adjusting his bandage. The setting is bright and clear, suggesting daytime, with potted plants visible nearby.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).Two men in traditional Qing dynasty attire stand before a red wall adorned with ornate gray stone carvings, near a stone well with a wooden frame. One man holds a bundle of cloth while conversing with the other, who has a bandaged hand. After a brief exchange, the first man walks away, leaving the second to sit on the well’s base, adjusting his bandage. The setting is bright and clear, suggesting daytime, with potted plants visible nearby.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).Two men in traditional Qing dynasty attire stand before a red wall adorned with ornate gray stone carvings, near a stone well with a wooden frame. One man holds a bundle of cloth while conversing with the other, who has a bandaged hand. After a brief exchange, the first man walks away, leaving the second to sit on the well’s base, adjusting his bandage. The setting is bright and clear, suggesting daytime, with potted plants visible nearby.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_e4d23edb0f34bdd2c5f7282819eec3d83ff0a11016abed20074b8dfdd892b67e/right_then_left.mp4 b/MBench-A/yume/Human/mem_openhumanvid_e4d23edb0f34bdd2c5f7282819eec3d83ff0a11016abed20074b8dfdd892b67e/right_then_left.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..b5675702d0ef8fa771a162a87cfda6f51aedfee0
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_e4d23edb0f34bdd2c5f7282819eec3d83ff0a11016abed20074b8dfdd892b67e/right_then_left.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8e56de3ecfbf217cd0184a16a2ef3a12beb17e24cc7f985eac39042dfdd68b4b
+size 2460275
diff --git a/MBench-A/yume/Human/mem_openhumanvid_e4d23edb0f34bdd2c5f7282819eec3d83ff0a11016abed20074b8dfdd892b67e/right_then_left_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_e4d23edb0f34bdd2c5f7282819eec3d83ff0a11016abed20074b8dfdd892b67e/right_then_left_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c4d9186231485aa7cd6bfb02af1692eb402962da
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_e4d23edb0f34bdd2c5f7282819eec3d83ff0a11016abed20074b8dfdd892b67e/right_then_left_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).Two men in traditional Qing dynasty attire stand before a red wall adorned with ornate gray stone carvings, near a stone well with a wooden frame. One man holds a bundle of cloth while conversing with the other, who has a bandaged hand. After a brief exchange, the first man walks away, leaving the second to sit on the well’s base, adjusting his bandage. The setting is bright and clear, suggesting daytime, with potted plants visible nearby.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).Two men in traditional Qing dynasty attire stand before a red wall adorned with ornate gray stone carvings, near a stone well with a wooden frame. One man holds a bundle of cloth while conversing with the other, who has a bandaged hand. After a brief exchange, the first man walks away, leaving the second to sit on the well’s base, adjusting his bandage. The setting is bright and clear, suggesting daytime, with potted plants visible nearby.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).Two men in traditional Qing dynasty attire stand before a red wall adorned with ornate gray stone carvings, near a stone well with a wooden frame. One man holds a bundle of cloth while conversing with the other, who has a bandaged hand. After a brief exchange, the first man walks away, leaving the second to sit on the well’s base, adjusting his bandage. The setting is bright and clear, suggesting daytime, with potted plants visible nearby.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).Two men in traditional Qing dynasty attire stand before a red wall adorned with ornate gray stone carvings, near a stone well with a wooden frame. One man holds a bundle of cloth while conversing with the other, who has a bandaged hand. After a brief exchange, the first man walks away, leaving the second to sit on the well’s base, adjusting his bandage. The setting is bright and clear, suggesting daytime, with potted plants visible nearby.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).Two men in traditional Qing dynasty attire stand before a red wall adorned with ornate gray stone carvings, near a stone well with a wooden frame. One man holds a bundle of cloth while conversing with the other, who has a bandaged hand. After a brief exchange, the first man walks away, leaving the second to sit on the well’s base, adjusting his bandage. The setting is bright and clear, suggesting daytime, with potted plants visible nearby.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_e5642679730817cfe6c3e15a3c61975ccfa96da65b26bbdef38218edf68b504d/forward_backward.mp4 b/MBench-A/yume/Human/mem_openhumanvid_e5642679730817cfe6c3e15a3c61975ccfa96da65b26bbdef38218edf68b504d/forward_backward.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..8029133390d7e8a88ec0b815ad083799f2245d20
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_e5642679730817cfe6c3e15a3c61975ccfa96da65b26bbdef38218edf68b504d/forward_backward.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:789b9b17395c47813056db984186061dc2d9d1370a85da7c881dc5a3d9fa5695
+size 2262315
diff --git a/MBench-A/yume/Human/mem_openhumanvid_e5642679730817cfe6c3e15a3c61975ccfa96da65b26bbdef38218edf68b504d/forward_backward_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_e5642679730817cfe6c3e15a3c61975ccfa96da65b26bbdef38218edf68b504d/forward_backward_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..76ba32a47978867fab5bfff5b9a6eb1b8eb4541c
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_e5642679730817cfe6c3e15a3c61975ccfa96da65b26bbdef38218edf68b504d/forward_backward_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).Two men stand beside a silver pickup truck loaded with boxes and a wooden structure secured by ropes, set against a backdrop of leafy trees under an overcast sky. The younger man, wearing a gray polo shirt and dark pants, faces the older man in a checkered shirt and jeans, who holds a pink object. They converse, laugh, shake hands, and embrace warmly, suggesting a friendly or familial connection amid a casual outdoor setting.
+
+Segment 1:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).Two men stand beside a silver pickup truck loaded with boxes and a wooden structure secured by ropes, set against a backdrop of leafy trees under an overcast sky. The younger man, wearing a gray polo shirt and dark pants, faces the older man in a checkered shirt and jeans, who holds a pink object. They converse, laugh, shake hands, and embrace warmly, suggesting a friendly or familial connection amid a casual outdoor setting.
+
+Segment 2:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).Two men stand beside a silver pickup truck loaded with boxes and a wooden structure secured by ropes, set against a backdrop of leafy trees under an overcast sky. The younger man, wearing a gray polo shirt and dark pants, faces the older man in a checkered shirt and jeans, who holds a pink object. They converse, laugh, shake hands, and embrace warmly, suggesting a friendly or familial connection amid a casual outdoor setting.
+
+Segment 3:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).Two men stand beside a silver pickup truck loaded with boxes and a wooden structure secured by ropes, set against a backdrop of leafy trees under an overcast sky. The younger man, wearing a gray polo shirt and dark pants, faces the older man in a checkered shirt and jeans, who holds a pink object. They converse, laugh, shake hands, and embrace warmly, suggesting a friendly or familial connection amid a casual outdoor setting.
+
+Segment 4:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).Two men stand beside a silver pickup truck loaded with boxes and a wooden structure secured by ropes, set against a backdrop of leafy trees under an overcast sky. The younger man, wearing a gray polo shirt and dark pants, faces the older man in a checkered shirt and jeans, who holds a pink object. They converse, laugh, shake hands, and embrace warmly, suggesting a friendly or familial connection amid a casual outdoor setting.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_e5642679730817cfe6c3e15a3c61975ccfa96da65b26bbdef38218edf68b504d/left_then_right.mp4 b/MBench-A/yume/Human/mem_openhumanvid_e5642679730817cfe6c3e15a3c61975ccfa96da65b26bbdef38218edf68b504d/left_then_right.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..ae9ea99981efd3ef42b916eec791a4aba8072d8e
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_e5642679730817cfe6c3e15a3c61975ccfa96da65b26bbdef38218edf68b504d/left_then_right.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:804cb82e7adb6e9003a26fd5058e37c4ad7ccdc148e11263a54fad9c1256189d
+size 1853617
diff --git a/MBench-A/yume/Human/mem_openhumanvid_e5642679730817cfe6c3e15a3c61975ccfa96da65b26bbdef38218edf68b504d/left_then_right_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_e5642679730817cfe6c3e15a3c61975ccfa96da65b26bbdef38218edf68b504d/left_then_right_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7d93100b4f393583544100cf57a0e8409d1d3490
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_e5642679730817cfe6c3e15a3c61975ccfa96da65b26bbdef38218edf68b504d/left_then_right_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).Two men stand beside a silver pickup truck loaded with boxes and a wooden structure secured by ropes, set against a backdrop of leafy trees under an overcast sky. The younger man, wearing a gray polo shirt and dark pants, faces the older man in a checkered shirt and jeans, who holds a pink object. They converse, laugh, shake hands, and embrace warmly, suggesting a friendly or familial connection amid a casual outdoor setting.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).Two men stand beside a silver pickup truck loaded with boxes and a wooden structure secured by ropes, set against a backdrop of leafy trees under an overcast sky. The younger man, wearing a gray polo shirt and dark pants, faces the older man in a checkered shirt and jeans, who holds a pink object. They converse, laugh, shake hands, and embrace warmly, suggesting a friendly or familial connection amid a casual outdoor setting.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).Two men stand beside a silver pickup truck loaded with boxes and a wooden structure secured by ropes, set against a backdrop of leafy trees under an overcast sky. The younger man, wearing a gray polo shirt and dark pants, faces the older man in a checkered shirt and jeans, who holds a pink object. They converse, laugh, shake hands, and embrace warmly, suggesting a friendly or familial connection amid a casual outdoor setting.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).Two men stand beside a silver pickup truck loaded with boxes and a wooden structure secured by ropes, set against a backdrop of leafy trees under an overcast sky. The younger man, wearing a gray polo shirt and dark pants, faces the older man in a checkered shirt and jeans, who holds a pink object. They converse, laugh, shake hands, and embrace warmly, suggesting a friendly or familial connection amid a casual outdoor setting.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).Two men stand beside a silver pickup truck loaded with boxes and a wooden structure secured by ropes, set against a backdrop of leafy trees under an overcast sky. The younger man, wearing a gray polo shirt and dark pants, faces the older man in a checkered shirt and jeans, who holds a pink object. They converse, laugh, shake hands, and embrace warmly, suggesting a friendly or familial connection amid a casual outdoor setting.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_e5642679730817cfe6c3e15a3c61975ccfa96da65b26bbdef38218edf68b504d/right_then_left.mp4 b/MBench-A/yume/Human/mem_openhumanvid_e5642679730817cfe6c3e15a3c61975ccfa96da65b26bbdef38218edf68b504d/right_then_left.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..7a47e5f36561631666ebf5739a703e5d75663c4c
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_e5642679730817cfe6c3e15a3c61975ccfa96da65b26bbdef38218edf68b504d/right_then_left.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:25b133df977c85000dd71ce587d9b9951ea4bf03ae7cadd1d4a370d334cac861
+size 2098065
diff --git a/MBench-A/yume/Human/mem_openhumanvid_e5642679730817cfe6c3e15a3c61975ccfa96da65b26bbdef38218edf68b504d/right_then_left_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_e5642679730817cfe6c3e15a3c61975ccfa96da65b26bbdef38218edf68b504d/right_then_left_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..891d85831c15005caedc761b259f0dbfa4139312
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_e5642679730817cfe6c3e15a3c61975ccfa96da65b26bbdef38218edf68b504d/right_then_left_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).Two men stand beside a silver pickup truck loaded with boxes and a wooden structure secured by ropes, set against a backdrop of leafy trees under an overcast sky. The younger man, wearing a gray polo shirt and dark pants, faces the older man in a checkered shirt and jeans, who holds a pink object. They converse, laugh, shake hands, and embrace warmly, suggesting a friendly or familial connection amid a casual outdoor setting.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).Two men stand beside a silver pickup truck loaded with boxes and a wooden structure secured by ropes, set against a backdrop of leafy trees under an overcast sky. The younger man, wearing a gray polo shirt and dark pants, faces the older man in a checkered shirt and jeans, who holds a pink object. They converse, laugh, shake hands, and embrace warmly, suggesting a friendly or familial connection amid a casual outdoor setting.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).Two men stand beside a silver pickup truck loaded with boxes and a wooden structure secured by ropes, set against a backdrop of leafy trees under an overcast sky. The younger man, wearing a gray polo shirt and dark pants, faces the older man in a checkered shirt and jeans, who holds a pink object. They converse, laugh, shake hands, and embrace warmly, suggesting a friendly or familial connection amid a casual outdoor setting.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).Two men stand beside a silver pickup truck loaded with boxes and a wooden structure secured by ropes, set against a backdrop of leafy trees under an overcast sky. The younger man, wearing a gray polo shirt and dark pants, faces the older man in a checkered shirt and jeans, who holds a pink object. They converse, laugh, shake hands, and embrace warmly, suggesting a friendly or familial connection amid a casual outdoor setting.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).Two men stand beside a silver pickup truck loaded with boxes and a wooden structure secured by ropes, set against a backdrop of leafy trees under an overcast sky. The younger man, wearing a gray polo shirt and dark pants, faces the older man in a checkered shirt and jeans, who holds a pink object. They converse, laugh, shake hands, and embrace warmly, suggesting a friendly or familial connection amid a casual outdoor setting.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168/forward_backward.mp4 b/MBench-A/yume/Human/mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168/forward_backward.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..675ea467cc5fe9aa531224207f6cf076a6c32f86
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168/forward_backward.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9b51da96d166bc5edf6f24a5ee77ee12c218c7f2b5a2cec5cf3e71e585eba1c5
+size 2867996
diff --git a/MBench-A/yume/Human/mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168/forward_backward_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168/forward_backward_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a885cda1f06765de717c10a4de9a2d2f82cfbbdf
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168/forward_backward_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).A group of young female students in matching navy blue and white school uniforms perform on stage at a brightly lit indoor concert hall. They play black clarinets with focused expressions, their hands moving precisely over the keys. Behind them, other band members play brass instruments, while a conductor leads from the front. The stage is decorated with colorful banners and a large screen displaying Japanese text and cheerful graphics, indicating a festive event. The audience sits in darkness, watching attentively as the performers deliver a synchronized musical performance.
+
+Segment 1:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).A group of young female students in matching navy blue and white school uniforms perform on stage at a brightly lit indoor concert hall. They play black clarinets with focused expressions, their hands moving precisely over the keys. Behind them, other band members play brass instruments, while a conductor leads from the front. The stage is decorated with colorful banners and a large screen displaying Japanese text and cheerful graphics, indicating a festive event. The audience sits in darkness, watching attentively as the performers deliver a synchronized musical performance.
+
+Segment 2:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).A group of young female students in matching navy blue and white school uniforms perform on stage at a brightly lit indoor concert hall. They play black clarinets with focused expressions, their hands moving precisely over the keys. Behind them, other band members play brass instruments, while a conductor leads from the front. The stage is decorated with colorful banners and a large screen displaying Japanese text and cheerful graphics, indicating a festive event. The audience sits in darkness, watching attentively as the performers deliver a synchronized musical performance.
+
+Segment 3:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).A group of young female students in matching navy blue and white school uniforms perform on stage at a brightly lit indoor concert hall. They play black clarinets with focused expressions, their hands moving precisely over the keys. Behind them, other band members play brass instruments, while a conductor leads from the front. The stage is decorated with colorful banners and a large screen displaying Japanese text and cheerful graphics, indicating a festive event. The audience sits in darkness, watching attentively as the performers deliver a synchronized musical performance.
+
+Segment 4:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).A group of young female students in matching navy blue and white school uniforms perform on stage at a brightly lit indoor concert hall. They play black clarinets with focused expressions, their hands moving precisely over the keys. Behind them, other band members play brass instruments, while a conductor leads from the front. The stage is decorated with colorful banners and a large screen displaying Japanese text and cheerful graphics, indicating a festive event. The audience sits in darkness, watching attentively as the performers deliver a synchronized musical performance.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168/left_then_right.mp4 b/MBench-A/yume/Human/mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168/left_then_right.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..38c68d67726d1a961931049c74d85a4594723958
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168/left_then_right.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0329c47b180074e929f2906d7bd87cd9a70e0617cb11e2978e61414d57fda9f5
+size 2205377
diff --git a/MBench-A/yume/Human/mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168/left_then_right_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168/left_then_right_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8df42b6c6b8c16c3ebde54c26d7ad4189a9eb8df
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168/left_then_right_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A group of young female students in matching navy blue and white school uniforms perform on stage at a brightly lit indoor concert hall. They play black clarinets with focused expressions, their hands moving precisely over the keys. Behind them, other band members play brass instruments, while a conductor leads from the front. The stage is decorated with colorful banners and a large screen displaying Japanese text and cheerful graphics, indicating a festive event. The audience sits in darkness, watching attentively as the performers deliver a synchronized musical performance.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A group of young female students in matching navy blue and white school uniforms perform on stage at a brightly lit indoor concert hall. They play black clarinets with focused expressions, their hands moving precisely over the keys. Behind them, other band members play brass instruments, while a conductor leads from the front. The stage is decorated with colorful banners and a large screen displaying Japanese text and cheerful graphics, indicating a festive event. The audience sits in darkness, watching attentively as the performers deliver a synchronized musical performance.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A group of young female students in matching navy blue and white school uniforms perform on stage at a brightly lit indoor concert hall. They play black clarinets with focused expressions, their hands moving precisely over the keys. Behind them, other band members play brass instruments, while a conductor leads from the front. The stage is decorated with colorful banners and a large screen displaying Japanese text and cheerful graphics, indicating a festive event. The audience sits in darkness, watching attentively as the performers deliver a synchronized musical performance.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A group of young female students in matching navy blue and white school uniforms perform on stage at a brightly lit indoor concert hall. They play black clarinets with focused expressions, their hands moving precisely over the keys. Behind them, other band members play brass instruments, while a conductor leads from the front. The stage is decorated with colorful banners and a large screen displaying Japanese text and cheerful graphics, indicating a festive event. The audience sits in darkness, watching attentively as the performers deliver a synchronized musical performance.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A group of young female students in matching navy blue and white school uniforms perform on stage at a brightly lit indoor concert hall. They play black clarinets with focused expressions, their hands moving precisely over the keys. Behind them, other band members play brass instruments, while a conductor leads from the front. The stage is decorated with colorful banners and a large screen displaying Japanese text and cheerful graphics, indicating a festive event. The audience sits in darkness, watching attentively as the performers deliver a synchronized musical performance.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168/right_then_left.mp4 b/MBench-A/yume/Human/mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168/right_then_left.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..3bcd0177211aedaf79a4ad987a80a078e7a2d6d9
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168/right_then_left.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9386a5e5f343d68cd8accea65f59936b753536f767ed5ee428d1d6a073eb45a4
+size 2225172
diff --git a/MBench-A/yume/Human/mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168/right_then_left_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168/right_then_left_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..28474026cebcb726edc662bb3c07ba38cc9eb172
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168/right_then_left_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A group of young female students in matching navy blue and white school uniforms perform on stage at a brightly lit indoor concert hall. They play black clarinets with focused expressions, their hands moving precisely over the keys. Behind them, other band members play brass instruments, while a conductor leads from the front. The stage is decorated with colorful banners and a large screen displaying Japanese text and cheerful graphics, indicating a festive event. The audience sits in darkness, watching attentively as the performers deliver a synchronized musical performance.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A group of young female students in matching navy blue and white school uniforms perform on stage at a brightly lit indoor concert hall. They play black clarinets with focused expressions, their hands moving precisely over the keys. Behind them, other band members play brass instruments, while a conductor leads from the front. The stage is decorated with colorful banners and a large screen displaying Japanese text and cheerful graphics, indicating a festive event. The audience sits in darkness, watching attentively as the performers deliver a synchronized musical performance.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).A group of young female students in matching navy blue and white school uniforms perform on stage at a brightly lit indoor concert hall. They play black clarinets with focused expressions, their hands moving precisely over the keys. Behind them, other band members play brass instruments, while a conductor leads from the front. The stage is decorated with colorful banners and a large screen displaying Japanese text and cheerful graphics, indicating a festive event. The audience sits in darkness, watching attentively as the performers deliver a synchronized musical performance.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A group of young female students in matching navy blue and white school uniforms perform on stage at a brightly lit indoor concert hall. They play black clarinets with focused expressions, their hands moving precisely over the keys. Behind them, other band members play brass instruments, while a conductor leads from the front. The stage is decorated with colorful banners and a large screen displaying Japanese text and cheerful graphics, indicating a festive event. The audience sits in darkness, watching attentively as the performers deliver a synchronized musical performance.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).A group of young female students in matching navy blue and white school uniforms perform on stage at a brightly lit indoor concert hall. They play black clarinets with focused expressions, their hands moving precisely over the keys. Behind them, other band members play brass instruments, while a conductor leads from the front. The stage is decorated with colorful banners and a large screen displaying Japanese text and cheerful graphics, indicating a festive event. The audience sits in darkness, watching attentively as the performers deliver a synchronized musical performance.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5/forward_backward.mp4 b/MBench-A/yume/Human/mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5/forward_backward.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..199d692c99595915abd400a879a49593ff352610
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5/forward_backward.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a7ecfb7e5c973dbb38fc3f8ee977349277bd4a7bd5c2ce2a188e626d775745c6
+size 2575594
diff --git a/MBench-A/yume/Human/mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5/forward_backward_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5/forward_backward_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..063522cc65fbbbe42261a55c7bc2d8637a0cbcbb
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5/forward_backward_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).On a busy urban street in Hong Kong, three people stand near a parked taxi under daylight. A man in a gray shirt and green undershirt opens the car door as a woman in black enters. Another woman in a yellow top and patterned jacket stands nearby, visibly emotional. She hugs the man tightly, her face buried in his shoulder, while he comforts her. The background features shops, including "The Hong Kong & Kowloon" sign, and a red circular structure.
+
+Segment 1:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).On a busy urban street in Hong Kong, three people stand near a parked taxi under daylight. A man in a gray shirt and green undershirt opens the car door as a woman in black enters. Another woman in a yellow top and patterned jacket stands nearby, visibly emotional. She hugs the man tightly, her face buried in his shoulder, while he comforts her. The background features shops, including "The Hong Kong & Kowloon" sign, and a red circular structure.
+
+Segment 2:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).On a busy urban street in Hong Kong, three people stand near a parked taxi under daylight. A man in a gray shirt and green undershirt opens the car door as a woman in black enters. Another woman in a yellow top and patterned jacket stands nearby, visibly emotional. She hugs the man tightly, her face buried in his shoulder, while he comforts her. The background features shops, including "The Hong Kong & Kowloon" sign, and a red circular structure.
+
+Segment 3:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).On a busy urban street in Hong Kong, three people stand near a parked taxi under daylight. A man in a gray shirt and green undershirt opens the car door as a woman in black enters. Another woman in a yellow top and patterned jacket stands nearby, visibly emotional. She hugs the man tightly, her face buried in his shoulder, while he comforts her. The background features shops, including "The Hong Kong & Kowloon" sign, and a red circular structure.
+
+Segment 4:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).On a busy urban street in Hong Kong, three people stand near a parked taxi under daylight. A man in a gray shirt and green undershirt opens the car door as a woman in black enters. Another woman in a yellow top and patterned jacket stands nearby, visibly emotional. She hugs the man tightly, her face buried in his shoulder, while he comforts her. The background features shops, including "The Hong Kong & Kowloon" sign, and a red circular structure.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5/left_then_right.mp4 b/MBench-A/yume/Human/mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5/left_then_right.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..e05364f04ea9b809ab9f8ada2fe121f4d202bae7
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5/left_then_right.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e3f9ef9020af95f3343263d8e67c7faebed8b4d70ec35d7b1e447e20544369da
+size 2886129
diff --git a/MBench-A/yume/Human/mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5/left_then_right_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5/left_then_right_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2faa7fe90834b3225017a478382d1c55a202aed6
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5/left_then_right_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).On a busy urban street in Hong Kong, three people stand near a parked taxi under daylight. A man in a gray shirt and green undershirt opens the car door as a woman in black enters. Another woman in a yellow top and patterned jacket stands nearby, visibly emotional. She hugs the man tightly, her face buried in his shoulder, while he comforts her. The background features shops, including "The Hong Kong & Kowloon" sign, and a red circular structure.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).On a busy urban street in Hong Kong, three people stand near a parked taxi under daylight. A man in a gray shirt and green undershirt opens the car door as a woman in black enters. Another woman in a yellow top and patterned jacket stands nearby, visibly emotional. She hugs the man tightly, her face buried in his shoulder, while he comforts her. The background features shops, including "The Hong Kong & Kowloon" sign, and a red circular structure.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).On a busy urban street in Hong Kong, three people stand near a parked taxi under daylight. A man in a gray shirt and green undershirt opens the car door as a woman in black enters. Another woman in a yellow top and patterned jacket stands nearby, visibly emotional. She hugs the man tightly, her face buried in his shoulder, while he comforts her. The background features shops, including "The Hong Kong & Kowloon" sign, and a red circular structure.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).On a busy urban street in Hong Kong, three people stand near a parked taxi under daylight. A man in a gray shirt and green undershirt opens the car door as a woman in black enters. Another woman in a yellow top and patterned jacket stands nearby, visibly emotional. She hugs the man tightly, her face buried in his shoulder, while he comforts her. The background features shops, including "The Hong Kong & Kowloon" sign, and a red circular structure.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).On a busy urban street in Hong Kong, three people stand near a parked taxi under daylight. A man in a gray shirt and green undershirt opens the car door as a woman in black enters. Another woman in a yellow top and patterned jacket stands nearby, visibly emotional. She hugs the man tightly, her face buried in his shoulder, while he comforts her. The background features shops, including "The Hong Kong & Kowloon" sign, and a red circular structure.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5/right_then_left.mp4 b/MBench-A/yume/Human/mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5/right_then_left.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..41015994d1791de61016b1d040d96e17c1de1321
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5/right_then_left.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b39471fd25c5cb9ab27308fe874dbfaae2895fcf6acc86b9c7da1f1098343480
+size 2958823
diff --git a/MBench-A/yume/Human/mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5/right_then_left_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5/right_then_left_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6ecccc5b21716fa2462ab8c066d5ca19933b33a5
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5/right_then_left_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).On a busy urban street in Hong Kong, three people stand near a parked taxi under daylight. A man in a gray shirt and green undershirt opens the car door as a woman in black enters. Another woman in a yellow top and patterned jacket stands nearby, visibly emotional. She hugs the man tightly, her face buried in his shoulder, while he comforts her. The background features shops, including "The Hong Kong & Kowloon" sign, and a red circular structure.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).On a busy urban street in Hong Kong, three people stand near a parked taxi under daylight. A man in a gray shirt and green undershirt opens the car door as a woman in black enters. Another woman in a yellow top and patterned jacket stands nearby, visibly emotional. She hugs the man tightly, her face buried in his shoulder, while he comforts her. The background features shops, including "The Hong Kong & Kowloon" sign, and a red circular structure.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).On a busy urban street in Hong Kong, three people stand near a parked taxi under daylight. A man in a gray shirt and green undershirt opens the car door as a woman in black enters. Another woman in a yellow top and patterned jacket stands nearby, visibly emotional. She hugs the man tightly, her face buried in his shoulder, while he comforts her. The background features shops, including "The Hong Kong & Kowloon" sign, and a red circular structure.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).On a busy urban street in Hong Kong, three people stand near a parked taxi under daylight. A man in a gray shirt and green undershirt opens the car door as a woman in black enters. Another woman in a yellow top and patterned jacket stands nearby, visibly emotional. She hugs the man tightly, her face buried in his shoulder, while he comforts her. The background features shops, including "The Hong Kong & Kowloon" sign, and a red circular structure.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).On a busy urban street in Hong Kong, three people stand near a parked taxi under daylight. A man in a gray shirt and green undershirt opens the car door as a woman in black enters. Another woman in a yellow top and patterned jacket stands nearby, visibly emotional. She hugs the man tightly, her face buried in his shoulder, while he comforts her. The background features shops, including "The Hong Kong & Kowloon" sign, and a red circular structure.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_ef35121e8c5639c183dfe54ae49a58ddf0d2f96fa015b354ba57352b531a1f6d/forward_backward.mp4 b/MBench-A/yume/Human/mem_openhumanvid_ef35121e8c5639c183dfe54ae49a58ddf0d2f96fa015b354ba57352b531a1f6d/forward_backward.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..419314a82681d7bf8bab0e3f014a6d23ec7b63c0
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_ef35121e8c5639c183dfe54ae49a58ddf0d2f96fa015b354ba57352b531a1f6d/forward_backward.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0f99969ada2822d693529d6e8190a889aef134b7d08d35f43d560f007b862ca2
+size 2165075
diff --git a/MBench-A/yume/Human/mem_openhumanvid_ef35121e8c5639c183dfe54ae49a58ddf0d2f96fa015b354ba57352b531a1f6d/forward_backward_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_ef35121e8c5639c183dfe54ae49a58ddf0d2f96fa015b354ba57352b531a1f6d/forward_backward_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..23eaae77cb1a81c8f12f25a27ee9110ed26506b3
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_ef35121e8c5639c183dfe54ae49a58ddf0d2f96fa015b354ba57352b531a1f6d/forward_backward_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).On a sunlit ship under a clear blue sky, two men stand at the forefront, with a large sail billowing behind them. The man on the left wears a dark robe and headwrap, while the larger man beside him sports a distinctive purple mohawk, facial hair, and a studded leather vest. They appear to be part of a crew, with others in similar attire visible in the background. The man with the mohawk gestures animatedly, turning his head and raising his arm, suggesting he is speaking or commanding, while the other listens intently.
+
+Segment 1:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).On a sunlit ship under a clear blue sky, two men stand at the forefront, with a large sail billowing behind them. The man on the left wears a dark robe and headwrap, while the larger man beside him sports a distinctive purple mohawk, facial hair, and a studded leather vest. They appear to be part of a crew, with others in similar attire visible in the background. The man with the mohawk gestures animatedly, turning his head and raising his arm, suggesting he is speaking or commanding, while the other listens intently.
+
+Segment 2:
+First-person perspective. The camera pushes forward (W). The rotation direction of the camera remains stationary (·).On a sunlit ship under a clear blue sky, two men stand at the forefront, with a large sail billowing behind them. The man on the left wears a dark robe and headwrap, while the larger man beside him sports a distinctive purple mohawk, facial hair, and a studded leather vest. They appear to be part of a crew, with others in similar attire visible in the background. The man with the mohawk gestures animatedly, turning his head and raising his arm, suggesting he is speaking or commanding, while the other listens intently.
+
+Segment 3:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).On a sunlit ship under a clear blue sky, two men stand at the forefront, with a large sail billowing behind them. The man on the left wears a dark robe and headwrap, while the larger man beside him sports a distinctive purple mohawk, facial hair, and a studded leather vest. They appear to be part of a crew, with others in similar attire visible in the background. The man with the mohawk gestures animatedly, turning his head and raising his arm, suggesting he is speaking or commanding, while the other listens intently.
+
+Segment 4:
+First-person perspective. The camera pulls back (S). The rotation direction of the camera remains stationary (·).On a sunlit ship under a clear blue sky, two men stand at the forefront, with a large sail billowing behind them. The man on the left wears a dark robe and headwrap, while the larger man beside him sports a distinctive purple mohawk, facial hair, and a studded leather vest. They appear to be part of a crew, with others in similar attire visible in the background. The man with the mohawk gestures animatedly, turning his head and raising his arm, suggesting he is speaking or commanding, while the other listens intently.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_ef35121e8c5639c183dfe54ae49a58ddf0d2f96fa015b354ba57352b531a1f6d/left_then_right.mp4 b/MBench-A/yume/Human/mem_openhumanvid_ef35121e8c5639c183dfe54ae49a58ddf0d2f96fa015b354ba57352b531a1f6d/left_then_right.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..2210681a34e29bd1240c680bc6c9fc311dbed07d
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_ef35121e8c5639c183dfe54ae49a58ddf0d2f96fa015b354ba57352b531a1f6d/left_then_right.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1f231fc3c02c5aacea91982eb7d16449425fe1d1970a748d74cceeee3ef2f952
+size 1854959
diff --git a/MBench-A/yume/Human/mem_openhumanvid_ef35121e8c5639c183dfe54ae49a58ddf0d2f96fa015b354ba57352b531a1f6d/left_then_right_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_ef35121e8c5639c183dfe54ae49a58ddf0d2f96fa015b354ba57352b531a1f6d/left_then_right_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..35af74e8ebad927e8ebb31f20f4ae5904b5c2265
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_ef35121e8c5639c183dfe54ae49a58ddf0d2f96fa015b354ba57352b531a1f6d/left_then_right_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).On a sunlit ship under a clear blue sky, two men stand at the forefront, with a large sail billowing behind them. The man on the left wears a dark robe and headwrap, while the larger man beside him sports a distinctive purple mohawk, facial hair, and a studded leather vest. They appear to be part of a crew, with others in similar attire visible in the background. The man with the mohawk gestures animatedly, turning his head and raising his arm, suggesting he is speaking or commanding, while the other listens intently.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).On a sunlit ship under a clear blue sky, two men stand at the forefront, with a large sail billowing behind them. The man on the left wears a dark robe and headwrap, while the larger man beside him sports a distinctive purple mohawk, facial hair, and a studded leather vest. They appear to be part of a crew, with others in similar attire visible in the background. The man with the mohawk gestures animatedly, turning his head and raising his arm, suggesting he is speaking or commanding, while the other listens intently.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).On a sunlit ship under a clear blue sky, two men stand at the forefront, with a large sail billowing behind them. The man on the left wears a dark robe and headwrap, while the larger man beside him sports a distinctive purple mohawk, facial hair, and a studded leather vest. They appear to be part of a crew, with others in similar attire visible in the background. The man with the mohawk gestures animatedly, turning his head and raising his arm, suggesting he is speaking or commanding, while the other listens intently.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).On a sunlit ship under a clear blue sky, two men stand at the forefront, with a large sail billowing behind them. The man on the left wears a dark robe and headwrap, while the larger man beside him sports a distinctive purple mohawk, facial hair, and a studded leather vest. They appear to be part of a crew, with others in similar attire visible in the background. The man with the mohawk gestures animatedly, turning his head and raising his arm, suggesting he is speaking or commanding, while the other listens intently.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).On a sunlit ship under a clear blue sky, two men stand at the forefront, with a large sail billowing behind them. The man on the left wears a dark robe and headwrap, while the larger man beside him sports a distinctive purple mohawk, facial hair, and a studded leather vest. They appear to be part of a crew, with others in similar attire visible in the background. The man with the mohawk gestures animatedly, turning his head and raising his arm, suggesting he is speaking or commanding, while the other listens intently.
+
diff --git a/MBench-A/yume/Human/mem_openhumanvid_ef35121e8c5639c183dfe54ae49a58ddf0d2f96fa015b354ba57352b531a1f6d/right_then_left.mp4 b/MBench-A/yume/Human/mem_openhumanvid_ef35121e8c5639c183dfe54ae49a58ddf0d2f96fa015b354ba57352b531a1f6d/right_then_left.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..a5505c007e4823d57e13ea4a5b89bc21dbcb48c0
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_ef35121e8c5639c183dfe54ae49a58ddf0d2f96fa015b354ba57352b531a1f6d/right_then_left.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d8313ad1a112966327fa16c61bf60ebbab28e3d26723babf8658221d91e66c07
+size 1938638
diff --git a/MBench-A/yume/Human/mem_openhumanvid_ef35121e8c5639c183dfe54ae49a58ddf0d2f96fa015b354ba57352b531a1f6d/right_then_left_caption.txt b/MBench-A/yume/Human/mem_openhumanvid_ef35121e8c5639c183dfe54ae49a58ddf0d2f96fa015b354ba57352b531a1f6d/right_then_left_caption.txt
new file mode 100644
index 0000000000000000000000000000000000000000..64dad19aa06474e341ca14186b2a30ede0e7e462
--- /dev/null
+++ b/MBench-A/yume/Human/mem_openhumanvid_ef35121e8c5639c183dfe54ae49a58ddf0d2f96fa015b354ba57352b531a1f6d/right_then_left_caption.txt
@@ -0,0 +1,15 @@
+Segment 0:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).On a sunlit ship under a clear blue sky, two men stand at the forefront, with a large sail billowing behind them. The man on the left wears a dark robe and headwrap, while the larger man beside him sports a distinctive purple mohawk, facial hair, and a studded leather vest. They appear to be part of a crew, with others in similar attire visible in the background. The man with the mohawk gestures animatedly, turning his head and raising his arm, suggesting he is speaking or commanding, while the other listens intently.
+
+Segment 1:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).On a sunlit ship under a clear blue sky, two men stand at the forefront, with a large sail billowing behind them. The man on the left wears a dark robe and headwrap, while the larger man beside him sports a distinctive purple mohawk, facial hair, and a studded leather vest. They appear to be part of a crew, with others in similar attire visible in the background. The man with the mohawk gestures animatedly, turning his head and raising his arm, suggesting he is speaking or commanding, while the other listens intently.
+
+Segment 2:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the right (→).On a sunlit ship under a clear blue sky, two men stand at the forefront, with a large sail billowing behind them. The man on the left wears a dark robe and headwrap, while the larger man beside him sports a distinctive purple mohawk, facial hair, and a studded leather vest. They appear to be part of a crew, with others in similar attire visible in the background. The man with the mohawk gestures animatedly, turning his head and raising his arm, suggesting he is speaking or commanding, while the other listens intently.
+
+Segment 3:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).On a sunlit ship under a clear blue sky, two men stand at the forefront, with a large sail billowing behind them. The man on the left wears a dark robe and headwrap, while the larger man beside him sports a distinctive purple mohawk, facial hair, and a studded leather vest. They appear to be part of a crew, with others in similar attire visible in the background. The man with the mohawk gestures animatedly, turning his head and raising his arm, suggesting he is speaking or commanding, while the other listens intently.
+
+Segment 4:
+First-person perspective. The camera's movement direction remains stationary (·). The camera pans to the left (←).On a sunlit ship under a clear blue sky, two men stand at the forefront, with a large sail billowing behind them. The man on the left wears a dark robe and headwrap, while the larger man beside him sports a distinctive purple mohawk, facial hair, and a studded leather vest. They appear to be part of a crew, with others in similar attire visible in the background. The man with the mohawk gestures animatedly, turning his head and raising his arm, suggesting he is speaking or commanding, while the other listens intently.
+
diff --git a/MBench-A/yume/Human_401f/mem_openhumanvid_04d78dbd04b80da31ab5534936f52686a7ffa2af9997c7999496ef4aae1dbf41/left_then_right.mp4 b/MBench-A/yume/Human_401f/mem_openhumanvid_04d78dbd04b80da31ab5534936f52686a7ffa2af9997c7999496ef4aae1dbf41/left_then_right.mp4
new file mode 100644
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+++ b/MBench-A/yume/Human_401f/mem_openhumanvid_04d78dbd04b80da31ab5534936f52686a7ffa2af9997c7999496ef4aae1dbf41/left_then_right.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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diff --git a/MBench-A/yume/Human_401f/mem_openhumanvid_079f6efe68b1fb34517ef78bbb7e0bb066477fc1f5eae5cdbcc9b14ba023e2b7/left_then_right.mp4 b/MBench-A/yume/Human_401f/mem_openhumanvid_079f6efe68b1fb34517ef78bbb7e0bb066477fc1f5eae5cdbcc9b14ba023e2b7/left_then_right.mp4
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+++ b/MBench-A/yume/Human_401f/mem_openhumanvid_079f6efe68b1fb34517ef78bbb7e0bb066477fc1f5eae5cdbcc9b14ba023e2b7/left_then_right.mp4
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+version https://git-lfs.github.com/spec/v1
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diff --git a/MBench-A/yume/Human_401f/mem_openhumanvid_123bf0e9ebe6b06efc7a9d81637b6990353e5fc637a15463577b0567bdaad0fd/left_then_right.mp4 b/MBench-A/yume/Human_401f/mem_openhumanvid_123bf0e9ebe6b06efc7a9d81637b6990353e5fc637a15463577b0567bdaad0fd/left_then_right.mp4
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+version https://git-lfs.github.com/spec/v1
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diff --git a/MBench-A/yume/Human_401f/mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d/left_then_right.mp4 b/MBench-A/yume/Human_401f/mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d/left_then_right.mp4
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+++ b/MBench-A/yume/Human_401f/mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d/left_then_right.mp4
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+version https://git-lfs.github.com/spec/v1
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diff --git a/MBench-A/yume/Human_401f/mem_openhumanvid_3417154e322ba78411000363b05ee7409b73a31e7af65e5968a1908e1e84537a/left_then_right.mp4 b/MBench-A/yume/Human_401f/mem_openhumanvid_3417154e322ba78411000363b05ee7409b73a31e7af65e5968a1908e1e84537a/left_then_right.mp4
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diff --git a/MBench-A/yume/Human_401f/mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1/left_then_right.mp4 b/MBench-A/yume/Human_401f/mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1/left_then_right.mp4
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diff --git a/MBench-A/yume/Human_401f/mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0/left_then_right.mp4 b/MBench-A/yume/Human_401f/mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0/left_then_right.mp4
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+version https://git-lfs.github.com/spec/v1
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diff --git a/MBench-A/yume/Human_401f/mem_openhumanvid_44d6e3ece41c19334478d27f8e5427e1aab2ccac195026cc492ea47bf6b0cec2/left_then_right.mp4 b/MBench-A/yume/Human_401f/mem_openhumanvid_44d6e3ece41c19334478d27f8e5427e1aab2ccac195026cc492ea47bf6b0cec2/left_then_right.mp4
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diff --git a/MBench-A/yume/Human_401f/mem_openhumanvid_45633dd44b52667f482c9693f9160021a4a837b55a4b940563d9aeacec01cf15/left_then_right.mp4 b/MBench-A/yume/Human_401f/mem_openhumanvid_45633dd44b52667f482c9693f9160021a4a837b55a4b940563d9aeacec01cf15/left_then_right.mp4
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+          "The camera continues tracking left, shifting focus to the blank white wall and a coiled black cable near the electrical outlet, with the entire test apparatus now out of frame and only the edge of the aluminum rail visible.",
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+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Car tire rolls over plastic containers filled with colorful water beads, crushing them and scattering the beads across the asphalt surface.",
+          "The camera orbits clockwise around the car tire, gradually revealing the scattered rainbow-colored water beads spreading across the rough asphalt surface as the tire continues its forward motion over the crushed plastic containers.",
+          "The camera completes its clockwise orbit and moves further away, now capturing only the distant edge of the pavement and a patch of green grass beyond, with no trace of the tire or beads visible in the frame.",
+          "The camera begins to orbit counterclockwise, drawing closer to the scene while framing the textured asphalt and the lingering colorful beads that glisten under natural daylight.",
+          "The camera returns to its original position, re-establishing the full view of the car tire resting above the flattened plastic trays and the vibrant water beads spread across the ground."
+        ]
+      }
+    },
+    "original_task_id": "a00037_00237",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00047_02460_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00047_02460.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Feet in dark boots step forward on a leaf-strewn path, crunching dry leaves and grass underfoot, with sunlight filtering through, casting long shadows and illuminating dust particles in the air.",
+          "The camera tilts upward, following the silhouette of legs clad in light gray pants and dark boots as they step forward on a narrow path blanketed with dry, brittle leaves and patches of sunlit grass. Sunlight streams through the trees above, casting long shadows across the ground and illuminating swirling dust particles suspended in the air, creating a hazy golden glow around each footfall.",
+          "The camera continues its upward tilt, revealing only the dappled sunlight filtering through the treetops and the rustling canopy overhead, now completely detached from the ground-level action; the leaf-strewn path and boots are no longer visible, replaced by a serene expanse of green foliage and shimmering light.",
+          "The camera tilts downward, descending past the sun-dappled branches and into the dimming underbrush, where the edge of a shadowed trail emerges beneath scattered oak leaves and tufts of tall grass, still catching the low-angle warmth of the afternoon sun.",
+          "The camera completes its descent, recentering on the same leaf-littered path where the dark boots and light gray pants reappear mid-stride, stepping forward with purpose as sunlight glints off the edges of fallen leaves and dust dances in the air once more."
+        ]
+      }
+    },
+    "original_task_id": "a00047_02460",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00060_01459_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00060_01459.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black deodorant can is placed on a rotating metal shredder, causing it to spin and break apart as the blades crush it, with fragments scattering and smoke rising.",
+          "The camera pans right, revealing the red tarpaulin beside the shredder and the second black AXE deodorant can standing upright, while the shredded fragments of the first can continue to scatter across the rotating metal blades beneath a backdrop of dense green foliage.",
+          "The camera continues panning right, shifting focus entirely to the surrounding garden area where vibrant ivy climbs a weathered wooden fence, leaving the shredder and its contents completely out of frame, with only dappled sunlight filtering through overhead leaves.",
+          "The camera pans left, moving past the edge of the red tarp and the lush shrubs, gradually bringing back into view the blue and yellow hazard-striped shredder housing as it approaches the original vantage point.",
+          "The camera completes its leftward pan, re-centering on the shredder’s metal grating now littered with crushed remnants of the deodorant can, smoke still rising faintly, with the intact second can visible on the red tarp beside it under natural daylight."
+        ]
+      }
+    },
+    "original_task_id": "a00060_01459",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00086_00437_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00086_00437.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Salt and spices are being sprinkled onto a mound of yellowish food in a red bowl, creating a dynamic cascade of white and orange particles settling over the surface.",
+          "The camera pans left, revealing the edge of the red bowl and the textured surface of the yellowish food beneath a cascade of coarse salt and orange spice granules.",
+          "The camera continues panning left, now showing only the blurred rim of the bowl and a section of the wooden countertop, with no trace of the seasoned mound visible.",
+          "The camera pans right, gradually bringing back the corner of the red bowl and the speckled mixture of white salt and reddish-orange spices settling on the food’s surface.",
+          "The camera completes its rightward pan, re-centering on the fully covered mound of yellowish food in the red bowl, now blanketed in a thick layer of salt and spices, with fine particles still gently falling."
+        ]
+      }
+    },
+    "original_task_id": "a00086_00437",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00110_01560_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00110_01560.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Hands attach a metal rod to a spool of white string on a wooden base, then pull the string taut, causing the rod to spin rapidly around the spool.",
+          "The camera tracks left across the bright turquoise surface, following the taut white string as it extends from the spinning spool toward the edge of the frame, revealing more of the smooth wooden base and the metallic rod’s blur in motion.",
+          "The camera continues tracking left, now showing only the empty expanse of the turquoise background with faint traces of string tension lines, the wooden block and spool completely out of sight, leaving behind a clean, uncluttered space under even lighting.",
+          "The camera tracks right, gliding over the same vibrant blue surface, gradually bringing back into view the edge of the wooden base and the trailing end of the white string, hinting at the returning action zone.",
+          "The camera completes its rightward movement, re-centering on the wooden block with the white string spool still rotating rapidly, the metal rod spinning above it, and the original turquoise backdrop fully restored around the dynamic scene."
+        ]
+      }
+    },
+    "original_task_id": "a00110_01560",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00106_00006_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00106_00006.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A massive explosion erupts in an urban area, sending thick black and gray smoke billowing upward and outward. Debris flies through the air as the smoke rapidly expands, obscuring buildings and trees in the foreground.",
+          "The camera tilts upward, revealing the expanding plume of thick black smoke rising against the clear blue sky, with dust clouds swirling around damaged buildings and a partially collapsed structure in the foreground.",
+          "The camera continues tilting upward, now capturing only the upper edges of distant high-rises and the top of the smoke column, while the explosion site and surrounding trees are completely obscured from view.",
+          "The camera begins tilting downward, bringing into frame the tops of green trees and the dusty remnants of the blast zone, with smoke still drifting across the urban landscape below.",
+          "The camera completes its downward tilt, re-establishing the original viewpoint showing the massive smoke cloud dominating the cityscape, debris scattered across rooftops, and the damaged bridge in the foreground under bright daylight."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00006",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00107_01302_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00107_01302.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A spinning wooden blank is being shaped on a lathe, with a gouge removing material and producing fine yellow shavings that fly outward as the tool carves smooth curves into the wood.",
+          "The camera tracks right, following the swirling cascade of yellow wood shavings as they fly off the spinning blank, revealing the dark metal bed of the lathe now coated in fine sawdust and flecks of bright yellow resin.",
+          "The camera continues tracking right, moving past the lathe’s motor housing and into a shadowed corner of the workshop where only scattered wood dust on a concrete floor and a glimpse of a worn tool rack remain visible.",
+          "The camera tracks left, gliding over the edge of the workbench where accumulated shavings form a textured ridge, gradually bringing back the blurred outline of the rotating wooden blank and the gleaming gouge in motion.",
+          "The camera completes its leftward movement, re-centering on the spinning wooden blank with its smooth, curved contours now fully exposed, surrounded by flying shavings and the steady hum of the lathe's motor."
+        ]
+      }
+    },
+    "original_task_id": "a00107_01302",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00117_00065_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00117_00065.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Luggage moves along conveyor belt, with a patterned duffel bag and a wrapped suitcase rolling forward, their positions shifting as the belt transports them through the airport baggage claim area.",
+          "The camera orbits counterclockwise, gliding smoothly along the edge of the conveyor belt as it captures the patterned duffel bag and wrapped suitcase rolling forward under the cool, fluorescent lighting of the baggage claim area. The metallic railings on the left reflect faint glimmers of light, while the green-tinted glass panels on the right create a sleek, modern contrast to the moving luggage. The motion reveals more of the long, narrow conveyor path stretching into the distance, with the black rubber surface showing subtle grooves from continuous use.",
+          "The camera continues its counterclockwise orbit, now fully displaced from the original action zone, revealing a wide expanse of empty conveyor belt flanked by industrial bins and storage crates in the background. The once-visible luggage has vanished from frame, replaced by the dimly lit service corridor where maintenance equipment and trash receptacles line the walls. A faint hum echoes through the space, and the overhead lights cast sharp shadows across the polished floor, emphasizing the absence of travelers and movement.",
+          "The camera begins its clockwise orbit, sweeping back toward the baggage claim area with a steady, deliberate arc that reorients the viewer’s perspective. As it moves, the smooth gray surface of the conveyor belt reappears, now framed by the curved metal railing and the translucent wall paneling. The ambient lighting grows brighter, illuminating dust particles floating in the air and highlighting the texture of the rubberized belt. In the distance, the silhouettes of airport signage become visible, signaling the return to the main terminal flow.",
+          "The camera completes its clockwise orbit, settling into the original vantage point where the patterned duffel bag and wrapped suitcase are clearly visible again, continuing their journey along the conveyor belt. The soft glow of overhead lights reflects off the shiny surface of the luggage, and the rhythmic motion of the belt is uninterrupted. The surrounding environment—metal rails, green glass panels, and distant bins—realigns exactly as before, restoring full continuity to the scene."
+        ]
+      }
+    },
+    "original_task_id": "a00117_00065",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00127_00122_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00127_00122.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black and white tugboat moves steadily across the water, creating ripples and waves as it progresses. Its flags flutter in the wind, and industrial buildings with smokestacks form the backdrop.",
+          "The camera pans right, following the tugboat as it cuts through the dark blue water, its black hull and white superstructure gliding past industrial buildings with towering smokestacks emitting faint plumes of smoke. The German flag flutters atop the mast, catching the sunlight, while cranes and storage tanks line the riverbank under a clear sky.",
+          "The camera continues panning right, revealing a stretch of calm river bordered by green embankments and distant warehouses, with no trace of the tugboat or industrial complex visible—only a quiet dockside path and a lone red buoy bobbing in the foreground under soft afternoon light.",
+          "The camera pans left, sweeping across the tranquil waters toward the cityscape, where a cluster of modern office buildings meets the riverbank, their glass facades reflecting the golden hue of late-day sun; a small ferry approaches from the distance, cutting through gentle ripples.",
+          "The camera completes its pan left, re-centering on the original scene where the tugboat now appears slightly further downstream, its flags still waving, navigating steadily past the same industrial skyline with smoke rising from chimneys and cranes silhouetted against the pale blue sky."
+        ]
+      }
+    },
+    "original_task_id": "a00127_00122",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00121_00337_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00121_00337.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person in boots uses a pressure washer to spray water onto a muddy concrete surface, moving the wand back and forth to clean the area, causing mud and debris to splash and flow away.",
+          "The camera orbits counterclockwise, gradually revealing the wet concrete steps beside the muddy path as the pressure washer’s spray arcs across the ground, dispersing dark sludge and scattered brown leaves under a steady stream of water.",
+          "The camera continues its counterclockwise orbit, now capturing only the edge of the overgrown grassy area and a patch of rain-soaked soil, with the concrete steps and pressure washing activity entirely displaced from view.",
+          "The camera begins a clockwise orbit, slowly drawing back toward the scene, passing by a cluster of damp tree roots and a coiled black hose lying in the mud near the pavement’s edge.",
+          "The camera completes its clockwise orbit, re-centering on the muddy concrete surface where the pressure washer nozzle sprays water across the wet ground, sending ripples through puddles and rinsing away debris near the stone steps."
+        ]
+      }
+    },
+    "original_task_id": "a00121_00337",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00149_00700_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00149_00700.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "water pouring into clear plastic cup from green bottle, creating swirling motion and bubbles as liquid fills bottom of cup",
+          "The camera tilts upward, revealing the edge of a wooden desk and a white keyboard in the background as the green bottle begins to pour water into the clear plastic cup.",
+          "The camera continues its upward tilt, now focusing on the upper portion of the desk where a tangled cable and part of a black speaker are visible, with the original action area completely out of frame.",
+          "The camera tilts downward, bringing back the wooden surface and the clear plastic cup now partially filled with swirling water, capturing the motion of bubbles rising near the bottom.",
+          "The camera completes its downward tilt, re-establishing the full view of the desk scene including the yellow liquid in the beaker, the empty space beside it, and the green bottle still positioned to the right."
+        ]
+      }
+    },
+    "original_task_id": "a00149_00700",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00157_00451_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00157_00451.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Oil is poured into a hot wok, spreading across the surface in a thin stream, creating ripples and expanding outward as it coats the dark, seasoned metal.",
+          "The camera orbits counterclockwise around the wok, capturing the glistening oil as it spreads across the seasoned black surface, reflecting the dim kitchen light and revealing subtle textures in the metal’s patina.",
+          "The camera continues its counterclockwise orbit, now framing the stove’s grates and the blue flame beneath, with the wok fully退出 from view and only the metallic sheen of the burner visible under ambient lighting.",
+          "The camera begins a clockwise orbit, moving past the edge of the stovetop, where the dark cast iron handle of the wok briefly enters frame before gliding toward the surrounding countertop’s speckled granite surface.",
+          "The camera completes its clockwise return, repositioning directly above the wok as the oil settles into a smooth, reflective pool, mirroring the overhead light and the faint outline of the kitchen ceiling."
+        ]
+      }
+    },
+    "original_task_id": "a00157_00451",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00168_00409_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00168_00409.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand stirs a thick, frothy white liquid in a pot with a spoon, creating swirling motion and bubbles on the surface.",
+          "The camera pans left, revealing the edge of the stainless steel pot and the speckled granite countertop beneath it, where a hand holds a spoon stirring a thick, frothy white liquid that bubbles gently on the surface.",
+          "The camera continues panning left, now showing only the dark rim of the pot’s base and the surrounding kitchen environment, including a glimpse of a white appliance and a folded cloth in the background, with no trace of the stirring action visible.",
+          "The camera pans right, capturing the smooth motion across the countertop, passing over the pot's black exterior and reflecting light from the overhead kitchen fixture as it moves toward the original scene.",
+          "The camera completes its rightward pan, re-centering on the stainless steel pot where the hand resumes stirring the creamy, bubbly mixture, the spoon creating swirling patterns in the froth under consistent kitchen lighting."
+        ]
+      }
+    },
+    "original_task_id": "a00168_00409",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00165_00152_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00165_00152.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful balls roll down a wooden track with curved grooves, bouncing and shifting positions as they move forward, guided by the track's contours.",
+          "The camera arcs clockwise, following the vibrant motion of colorful balls as they roll through the wooden track’s curved grooves, their glossy surfaces reflecting soft overhead light.",
+          "The camera continues its clockwise arc, revealing a minimalist white tabletop and distant wooden furniture, with the track now fully displaced from view.",
+          "The camera arcs counterclockwise, sweeping past the edge of the white table and catching glimpses of warm-toned cabinetry in the background.",
+          "The camera completes its counterclockwise return, recentering on the wooden track where the colorful balls continue their rhythmic descent along the grooved path."
+        ]
+      }
+    },
+    "original_task_id": "a00165_00152",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00174_00077_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00174_00077.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand presses down on a transparent lid of a glass tank filled with water, causing ripples and splashes as the water moves upward and outward, while another hand holds a hose nearby.",
+          "The camera tracks left, following the hand pressing down on the transparent lid of the glass tank as water splashes upward and outward, revealing the textured surface of the black metal frame and the surrounding green grass.",
+          "The camera continues tracking left, moving past the edge of the tank and into a view dominated by tall grasses and a patch of sunlit earth, where only the curved white hose remains visible in the lower right corner, with no trace of the original action area.",
+          "The camera tracks right, gliding over the vibrant blue and pink plastic channels near the base of the setup, capturing the wet stone ground and blurred foliage as it reverses course toward the central scene.",
+          "The camera settles back into position, re-establishing the full view of the glass tank with its rippling water surface, the hand still pressing down on the lid, and the hose coiled beside it, all under natural daylight with the surrounding garden clearly visible."
+        ]
+      }
+    },
+    "original_task_id": "a00174_00077",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00172_00462_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00172_00462.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Bricklayer applies mortar to brick with trowel, positions brick on wall, and smooths excess mortar along joint using trowel's edge while aligning with string line.",
+          "The camera arcs counterclockwise, revealing the bricklayer’s hands as they apply mortar to a red brick with a trowel, while the string line guides alignment along the partially built wall.",
+          "The camera continues its counterclockwise arc, shifting focus to the muddy ground beside the drainage grate and exposing stacks of unused bricks in the background, leaving the original masonry work entirely out of frame.",
+          "The camera arcs clockwise, sweeping past the edge of the concrete foundation and briefly capturing the metal grate and scattered debris near the trench before returning toward the construction zone.",
+          "The camera completes its clockwise arc, re-centering on the bricklayer’s hands placing a mortared brick onto the wall, with the string line taut above and fresh mortar smoothing along the joint."
+        ]
+      }
+    },
+    "original_task_id": "a00172_00462",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00191_00002_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00191_00002.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Sliced pickled jalapeños and brine are poured from a can into a stainless steel bowl, creating splashes and bubbles as the contents cascade in.",
+          "The camera pans left, revealing the stainless steel countertop and the edge of a large mixing bowl as brine splashes into view, glistening under the bright kitchen lights.",
+          "The camera continues panning left, now showing only the blurred outline of a commercial refrigerator and a stack of yellow-labeled spice containers, with no trace of the jalapeños or bowl in frame.",
+          "The camera pans right, gliding past a chrome sink and a bottle of dish soap, capturing reflections on wet surfaces before nearing the prep area again.",
+          "The camera completes its rightward pan, re-centering on the stainless steel bowl piled high with sliced pickled jalapeños, their golden-green rings glistening with brine under overhead lighting."
+        ]
+      }
+    },
+    "original_task_id": "a00191_00002",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00188_00140_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00188_00140.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Person sliding down a blue water slide, feet first, with water splashing around as they descend rapidly toward the pool below.",
+          "The camera orbits counterclockwise, sweeping past the vibrant orange slide adjacent to the blue chute, capturing the glistening water cascading down its smooth surface under bright daylight.",
+          "The camera continues its counterclockwise orbit, now framing a dense cluster of tropical palm trees and distant poolside loungers, with the water slide completely out of sight and the sky filling the upper frame.",
+          "The camera begins a clockwise orbit, gliding over the lush greenery bordering the water park, revealing glimpses of the turquoise pool and yellow floatation devices below as it reverses direction.",
+          "The camera completes its clockwise arc, repositioning directly above the blue water slide’s entrance where the person’s feet are visible at the top, poised for descent, with the splash zone and surrounding pools clearly in view."
+        ]
+      }
+    },
+    "original_task_id": "a00188_00140",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00207_00948_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00207_00948.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Almond milk is poured from a carton into a blender jar containing solid ingredients, creating a stream of white liquid that mixes with the contents at the bottom.",
+          "The camera tracks right, following the stream of almond milk as it pours from the carton into the blender jar, capturing the white liquid cascading over solid ingredients like dates and nuts, with the carton’s green and red branding briefly visible against the dark countertop.",
+          "The camera continues tracking right, moving past the blender and revealing a blurred background of kitchen cabinetry and dim lighting, leaving the original action area entirely out of frame, now focusing on an empty stretch of black countertop near a purple box and a small container with a warning label.",
+          "The camera tracks left, gliding smoothly across the dark surface toward the center of the workspace, passing by the edge of the blender base and catching reflections of overhead light on the glossy countertop, with faint outlines of the carton’s corner reappearing in the periphery.",
+          "The camera completes its return track left, re-establishing the full view of the blender jar now filled with creamy white liquid resting atop the blended ingredients, the carton slightly tilted in hand, and the scene illuminated by soft ambient kitchen light."
+        ]
+      }
+    },
+    "original_task_id": "a00207_00948",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00195_00136_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00195_00136.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful balls roll down a wooden track, bouncing off each other as they descend, with some falling off the side while others continue along the groove.",
+          "The camera arcs counterclockwise, revealing the smooth wooden groove of the track as colorful balls tumble down, bouncing off one another with bright splashes of blue, purple, and green against the natural grain. The orange support block beneath the ramp stands out sharply under even lighting, while a silver toy truck rests motionless in the background, its reflective surface catching subtle glints.",
+          "The camera continues its counterclockwise arc, now sweeping past the original action area entirely, showing only a plain white tabletop and the edge of a blue plastic base from the structure. The wooden track and rolling balls are no longer visible; instead, the frame captures an empty corner where light reflects softly off a clean surface, emphasizing spatial emptiness after the dynamic motion.",
+          "The camera arcs clockwise, gradually bringing back the scene’s structural elements—first the edge of the blue base, then the orange support column reappearing into view. A faint shadow traces across the table, hinting at the overhead lighting, while the wooden texture of the track begins to re-enter the frame from the right side.",
+          "The camera completes its clockwise arc, re-centering on the wooden track where the final ball rolls toward the end groove, near the silver toy truck still parked beside it. The polished surface of the track gleams under consistent light, and the vibrant colors of the balls contrast vividly with the warm wood tones, restoring the full context of the playful mechanical setup."
+        ]
+      }
+    },
+    "original_task_id": "a00195_00136",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00208_02003_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00208_02003.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand lifts the yellow dump bed of a toy truck, tilting it upward to release soil into a dug-out hole below, with the truck positioned on a gray ramp in a dirt-filled outdoor setting.",
+          "The camera tracks right across the dirt patch, following the toy dump truck as it sits on the gray ramp with its yellow bed raised, spilling soil into the dug-out hole below, while tall grasses sway gently in the background under natural daylight.",
+          "The camera continues tracking right beyond the edge of the ramp, revealing only the bare earth and scattered green weeds, with the red flower now visible in the distance and no trace of the toy truck or ramp in frame.",
+          "The camera tracks left past the disturbed soil and grassy border, moving steadily toward the original action zone, capturing the texture of damp earth and a glimpse of the gray ramp’s edge reappearing in the lower corner.",
+          "The camera settles back to the initial position, framing the blue and yellow toy dump truck fully on the gray ramp, its bed tilted upward over the hole, soil still settling into the pit beneath, with sunlight casting soft shadows across the scene."
+        ]
+      }
+    },
+    "original_task_id": "a00208_02003",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00208_01445_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00208_01445.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A yellow toy dump truck tilts its bed upward, releasing a pile of brown sand onto the ground. The sand cascades out in a steady flow, creating a small mound as the truck's wheels remain stationary on the sandy surface.",
+          "The camera orbits counterclockwise around the yellow toy dump truck, capturing the cascading flow of brown sand as it spills from the tilted bed onto the textured sandy ground, with small green tufts of grass and a distant mound of dirt visible in the background.",
+          "The camera continues its counterclockwise orbit, moving beyond the original action area to reveal a rocky outcrop and a red construction crane in the midground, while the toy truck and sand pile are no longer in frame, replaced by a wide expanse of dry earth under diffused daylight.",
+          "The camera begins a clockwise orbit, sweeping past the edge of the sandpit where scattered pebbles and sparse vegetation line the perimeter, gradually bringing into view the blurred silhouette of the dump truck’s rear wheels and the remnants of the sand mound.",
+          "The camera completes its clockwise return, re-centering on the yellow toy dump truck now stationary with its bed lowered, the freshly deposited pile of brown sand spread across the foreground, and the original sandy terrain and green tufts clearly visible once more."
+        ]
+      }
+    },
+    "original_task_id": "a00208_01445",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00233_00922_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00233_00922.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Flour is being poured from a blue measuring cup into a metal sieve placed over a bowl, with fine particles falling through the mesh and accumulating below.",
+          "The camera orbits clockwise around the sifting setup, capturing the blue measuring cup tipping flour into the metal sieve as fine particles cascade through the mesh and collect in the bowl below, with a stainless steel countertop and scattered kitchen tools visible in the background.",
+          "The camera continues its clockwise orbit, moving beyond the original action area to reveal a clean section of the industrial kitchen counter, where a stack of wooden cutting boards and a yellow-labeled container rest under bright overhead lighting, with no trace of the flour or sieve in frame.",
+          "The camera begins a counterclockwise orbit, gliding past the edge of the stainless steel sink and briefly showing a bottle of olive oil and a cloth-draped utensil rack before gradually shifting back toward the central workspace.",
+          "The camera completes its counterclockwise return, repositioning to show the metal sieve now filled with sifted flour, the blue measuring cup resting nearby, and the same well-lit kitchen environment as the original scene, with the sifting action fully re-established in view."
+        ]
+      }
+    },
+    "original_task_id": "a00233_00922",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00257_00420_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00257_00420.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful marbles roll along a curved wooden track supported by blue blocks, navigating bends and passing through green ramps, with motion captured in continuous flow.",
+          "The camera arcs counterclockwise, revealing the curved wooden track supported by blue LEGO blocks and red soda cans in the background, as colorful marbles roll smoothly along the beige surface, passing through bright green ramps with momentum.",
+          "The camera continues its counterclockwise arc, now showing a distant view of the white floor and brown baseboard, where the track and marbles are entirely out of frame, leaving only the edge of a blue LEGO structure and ambient indoor lighting visible.",
+          "The camera begins a clockwise arc, gradually bringing into view the side of a red soda can and the lower portion of the blue support blocks, with soft shadows cast across the white tabletop beneath the structure.",
+          "The camera completes its clockwise arc, repositioning to clearly capture the full curved wooden track with marbles rolling past green ramps and blue LEGO supports, returning to the original scene composition with consistent lighting and spatial depth."
+        ]
+      }
+    },
+    "original_task_id": "a00257_00420",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00103_00190_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00103_00190.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person pours a bucket of granular material onto the grassy edge of a pond, causing the contents to spill out and flow into the water, creating ripples and disturbance on the surface.",
+          "The camera tracks right, following the motion of the white bucket as it tilts forward, spilling granular material onto the grassy pond edge; the beige particles cascade into the murky water, creating ripples that spread outward across the surface.",
+          "The camera continues tracking right, moving beyond the spill zone to reveal a patch of dense green vegetation along the bank, with no trace of the bucket or person in frame, only the disturbed water and overhanging branches visible.",
+          "The camera tracks left, gliding past the wet grass and muddy shoreline, passing through the area where the granules once piled up, now partially dissolved into the water’s edge, with faint bubbles still rising near the surface.",
+          "The camera returns to its original position, re-establishing the full view of the pond's edge where the scattered granules rest on the grass and in the shallow water, the disturbed surface gently rippling under natural daylight."
+        ]
+      }
+    },
+    "original_task_id": "a00103_00190",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00238_00697_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00238_00697.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful glass marbles roll down a red wooden ramp with raised blocks, bouncing off them and transitioning onto a wavy wooden track below, where they continue rolling through curved grooves.",
+          "The camera tracks right along the red wooden ramp, following the trajectory of the glass marbles as they bounce off the raised wooden blocks and transition onto the wavy track below, revealing the smooth grain of the light-colored wood and the reflective surfaces of the marbles under bright indoor lighting.",
+          "The camera continues tracking right, moving beyond the edge of the wooden structure so that only the white wall and a sliver of the support beam remain visible, with no trace of the marbles or track in frame, emphasizing the clean, minimalist background and the absence of mechanical motion.",
+          "The camera tracks left across the scene, gliding past the empty space where the marble track once dominated, capturing the texture of the wooden supports and the subtle shadows cast by the overhead light as it reapproaches the original setup.",
+          "The camera completes its leftward movement, repositioning to show the full view of the red ramp and wavy wooden track again, with the polished marbles rolling through the grooves and reflecting vibrant colors against the natural wood grain and neutral backdrop."
+        ]
+      }
+    },
+    "original_task_id": "a00238_00697",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00238_01058_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00238_01058.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful glass marbles roll rapidly down a wooden spiral track, spinning in concentric circles as they descend toward the center.",
+          "The camera tilts upward, revealing the top edge of the wooden spiral track and the colorful marbles tumbling along the outer curve, their glossy surfaces reflecting the bright overhead light as they navigate the first loop.",
+          "The camera continues its upward tilt, now focusing on the smooth white wall behind the structure, where only a sliver of the teal launcher block remains visible, while the entire spiral track and marbles have moved out of frame.",
+          "The camera tilts downward, gradually bringing into view the textured surface of the wooden table beneath the track, with scattered red and blue support pieces faintly visible in the periphery.",
+          "The camera completes its downward tilt, re-centering on the spiral track’s innermost coils where the final marbles converge toward the central hole, their vibrant colors contrasting against the natural wood grain under consistent studio lighting."
+        ]
+      }
+    },
+    "original_task_id": "a00238_01058",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00262_00548_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00262_00548.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Hands place colorful glass marbles one by one into the grooves of a curved wooden track, aligning them in a row along the ridged surface.",
+          "The camera orbits counterclockwise around the wooden track, revealing the smooth grain of the light-colored wood and the reflective surfaces of the colorful glass marbles aligned in the grooves. As it moves, the curvature of the track becomes more pronounced, emphasizing the precision of the ridged design and the way each marble rests snugly in its designated slot.",
+          "The camera continues its counterclockwise orbit, shifting focus away from the marbles and track to expose a plain white surface and the edge of a neutral-toned wall, where no part of the original action remains visible. The texture of the wood is now absent, replaced by clean geometric lines and soft ambient lighting that highlights the emptiness of the space.",
+          "The camera begins a clockwise orbit, gradually reintroducing the scene’s periphery as it sweeps past the white tabletop and the faint shadow cast by the wooden structure, bringing the edge of the curved track back into frame with subtle motion blur indicating re-entry.",
+          "The camera completes its clockwise return, settling on the full view of the wooden track with all five colorful marbles precisely aligned along the ridges, their glossy surfaces catching the light under consistent indoor illumination, restoring the original composition of the action scene."
+        ]
+      }
+    },
+    "original_task_id": "a00262_00548",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00257_00492_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00257_00492.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful balls roll down a multi-level wooden track, navigating curves, loops, and ramps, with some bouncing off barriers and others spinning through a rotating wheel mechanism.",
+          "The camera arcs counterclockwise, smoothly gliding away from the wooden track as it captures the vibrant green and blue supports beneath a bright outdoor sky, revealing more of the surrounding concrete patio and grassy edge.",
+          "The camera continues its counterclockwise arc, now fully displaced from the original scene, showing only the distant corner of a park bench and a patch of sunlight-dappled pavement with no trace of the ball track in view.",
+          "The camera begins its clockwise arc, sweeping back toward the play area, passing over the weathered wooden slats of the table and catching glimpses of the orange launch ramp’s curved edge as it reorients.",
+          "The camera completes its clockwise return, settling directly above the intricate wooden ball track where colorful balls roll through loops and spin past the yellow rotating wheel under natural daylight."
+        ]
+      }
+    },
+    "original_task_id": "a00257_00492",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00325_00018_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00325_00018.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Milk streaming into a cup of coffee, creating ripples and bubbles on the surface as it mixes with the dark liquid.",
+          "The camera pans left, revealing the smooth cascade of milk as it flows into the rich, amber coffee, creating delicate ripples and tiny bubbles on the surface.",
+          "The camera continues panning left, now capturing only the edge of the cup’s rim and a blurred streak of light reflecting off the ceramic surface, with no trace of the milk or coffee visible.",
+          "The camera pans right, gliding past the warm-toned wooden table and catching a soft shadow cast by the cup's handle before slowly re-entering the frame.",
+          "The camera completes its rightward pan, settling on the full view of the coffee cup where milk has fully blended into the dark liquid, forming a uniform golden swirl with gentle foam at the top."
+        ]
+      }
+    },
+    "original_task_id": "a00325_00018",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00327_00364_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00327_00364.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A rally car speeds across a dusty terrain, kicking up a massive cloud of brown dust as it navigates a sharp turn, its body tilting slightly with the motion.",
+          "The camera cranes upward, lifting steadily above the dusty terrain as the rally car’s red-and-blue livery flashes beneath a thick plume of brown dust, its rear tires kicking up debris across the dry, grassy expanse.",
+          "The camera continues its ascent, now soaring high above the landscape where only faint traces of tire tracks remain visible on the sun-baked earth, with distant orange markers and rolling hills filling the frame below.",
+          "The camera begins descending, gliding downward through the hazy air toward the rugged ground, capturing the shifting patterns of shadow and light across the uneven dirt track beneath.",
+          "The camera settles back into its original position, framing the rally car mid-turn as it powers through the dusty course, the vehicle’s sleek form slicing through the air with the same cloud of brown dust trailing behind."
+        ]
+      }
+    },
+    "original_task_id": "a00327_00364",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00284_00243_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00284_00243.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person uses a shovel to transfer soil from a red wheelbarrow into metal mesh planters, scooping and lifting the dirt repeatedly with controlled motion.",
+          "The camera arcs counterclockwise, gradually revealing the side of the red wheelbarrow and the edge of a weathered concrete floor, where a pink-labeled paint bucket rests near a metal-framed shelf. The shovel’s wooden handle glints in natural daylight as it lifts soil from the wheelbarrow, while the mesh planters begin to fill with dark earth. The motion sweeps past the person’s bare foot in a yellow flip-flop, emphasizing the manual effort involved.",
+          "The camera continues its counterclockwise arc, now fully displaced from the original scene, showing only the back wall of a gray storage unit and a partially visible corrugated metal door. The wheelbarrow, shovel, and planters are no longer in frame; instead, the focus shifts to scattered debris on the ground and a rusted hose coiled near a drainage grate under dim ambient light.",
+          "The camera arcs clockwise, sweeping across the wet concrete surface where faint water stains reflect overhead light, then passes by the corner of a white-painted wall and a stack of cardboard boxes. A glimpse of the pink paint bucket reappears in the periphery as the movement reverses course, hinting at the return toward the central activity zone.",
+          "The camera completes its clockwise arc, re-establishing the original action area with the red wheelbarrow centered in view, the shovel mid-scoop, and the metal mesh planters now nearly full of rich brown soil. The person’s feet in yellow flip-flops remain visible, grounding the scene in continuity, while sunlight highlights dust particles rising from the freshly moved earth."
+        ]
+      }
+    },
+    "original_task_id": "a00284_00243",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00328_01916_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00328_01916.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black and blue race car drifts sharply around a curve, tires screeching as thick white smoke billows from the rear, kicking up dust on the asphalt track.",
+          "The camera pans left, following the trail of white smoke as it drifts across the sunlit asphalt, capturing the blurred edge of the guardrail and a cluster of spectators in the background.",
+          "The camera continues panning left, now showing an open expanse of dry grassland beyond the track boundary, with distant hills under a hazy blue sky—no trace of the drifting car remains in frame.",
+          "The camera pans right, sweeping past a red-and-white traffic cone and a faded blue banner fluttering in the wind, revealing a section of empty tarmac near the curve’s exit.",
+          "The camera completes its pan right, recentering on the black and blue race car as it exits the turn, tires still spewing smoke, with the dusty track and crowd barrier now clearly visible again."
+        ]
+      }
+    },
+    "original_task_id": "a00328_01916",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00361_00060_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00361_00060.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person descends a powerful waterfall, arms outstretched, navigating through cascading water and mist, as the force of the falling water surrounds them.",
+          "The camera pans right, revealing the sheer rock face beside the cascading waterfall as mist clings to its surface and sunlight fractures through the spray, illuminating droplets suspended in midair.",
+          "The camera continues panning right, now showing only the turbulent river below where foam churns against dark stones, with no trace of the falling figure or waterfall’s edge remaining in frame.",
+          "The camera pans left, capturing the frothy water's edge where waves lap against moss-covered rocks beneath a dim sky, gradually reintroducing the base of the waterfall into view.",
+          "The camera completes its pan left, re-establishing the full cascade with the churning pool below and the silhouette of the person now submerged in the mist-laden plunge, water roaring around them."
+        ]
+      }
+    },
+    "original_task_id": "a00361_00060",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00327_00512_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00327_00512.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Car tire rolls over a row of colorful water-filled balloons, compressing and bursting them sequentially, releasing streams of colored water onto the concrete surface.",
+          "The camera tracks left, following the tire’s forward motion as it rolls over the red water balloon, compressing it and releasing a burst of crimson liquid onto the wet concrete. The silver rim glints under natural daylight, while droplets scatter across the textured pavement.",
+          "The camera continues tracking left, now showing only the damp ground where the balloons once lay, with streaks of orange and yellow residue fading into the grime. A puddle reflects the sky, and no part of the car or balloons remains in frame.",
+          "The camera tracks right, moving past the lingering traces of colored water on the concrete, capturing the edge of the tire’s shadow and the scattered remnants of green and purple balloon fragments. Sunlight hits the wet surface, creating shimmering reflections.",
+          "The camera tracks right to reframe the original scene, revealing the final state: the row of partially burst balloons lying flat, their colors smeared across the concrete, with the tire still resting above the last intact ones."
+        ]
+      }
+    },
+    "original_task_id": "a00327_00512",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00370_00918_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00370_00918.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A curler in a red and black uniform crouches low, pushing a curling stone forward with intense focus, while two teammates stand nearby holding brooms, ready to sweep the ice as the stone glides toward the target.",
+          "The camera arcs counterclockwise, gliding smoothly past the red and black curling stones resting near the hog line, capturing the polished ice surface reflecting overhead arena lights as it moves away from the delivery zone.",
+          "The camera continues its counterclockwise arc, now positioned beyond the side boards where the blue padded wall and sponsorship banners for \"Mercure Perth Masters\" dominate the frame, with no trace of the curler or stone visible in the shot.",
+          "The camera begins a clockwise arc, sweeping across the empty spectator seating area lined with dark blue fabric and metal railings, passing by a digital scoreboard showing \"DE CRUZ\" and \"MUIRHEAD\" before turning toward the rink.",
+          "The camera completes its clockwise arc, repositioning to face the center of the ice sheet where the curler in the red and black uniform is now crouched low, releasing the stone with intense focus, while teammates stand ready with brooms near the house."
+        ]
+      }
+    },
+    "original_task_id": "a00370_00918",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00442_01043_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00442_01043.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person releases a blue and white bowling ball down the lane, rolling toward the pins at the end. The ball moves smoothly across the polished surface, approaching the arranged pins.",
+          "The camera tracks right along the polished wooden lane, following the blue and white bowling ball as it rolls toward the pins, with the Brunswick branding visible on the pin deck above.",
+          "The camera continues tracking right past the final gutter, revealing the adjacent lane’s empty approach area and the dimly lit back wall where maintenance equipment is stored, leaving the original action entirely out of frame.",
+          "The camera tracks left across the shiny floor, passing the side rail and catching reflections of overhead lights on the glossy surface near the ball return mechanism.",
+          "The camera repositions to the original vantage point, centering the clean white lane with the full set of pins at the end, the Brunswick logo clearly visible above, and the blue and white ball now resting in the gutters after its roll."
+        ]
+      }
+    },
+    "original_task_id": "a00442_01043",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00424_00017_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00424_00017.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Marbles roll down a wooden track, colliding and cascading through curved channels, with colors shifting and merging as they move along the path.",
+          "The camera arcs counterclockwise, revealing the smooth wooden track's grain and the glossy marbles rolling through its curved channels, their vibrant colors—emerald green, deep blue, and fiery red—shifting as they collide and cascade along the path.",
+          "The camera continues its counterclockwise arc, now capturing only the white surface beneath the track and a sliver of the wooden support structure, with no marbles or track features visible in the frame.",
+          "The camera begins a clockwise arc, sweeping across the blank white background before gradually uncovering the edge of the wooden track and the faint shadow cast by its elevated supports.",
+          "The camera completes its clockwise arc, recentering on the full length of the wooden track where the remaining marbles—now including translucent yellow and orange ones—rest in the final curves, with the blue marble settled in the leftmost channel."
+        ]
+      }
+    },
+    "original_task_id": "a00424_00017",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00450_00266_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00450_00266.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A brush applies a clear, viscous liquid in smooth, overlapping strokes across a rectangular surface, spreading it evenly with slight pooling and glistening reflections.",
+          "The camera tilts down, revealing the glistening surface of the clear liquid spreading across the textured beige mat, where fine streaks reflect overhead light and the brush’s motion leaves faint trails of viscous residue.",
+          "The camera continues tilting downward, shifting focus to a plain wooden workbench edge beneath the mat, now showing only the grainy wood and scattered flour dust with no trace of the liquid application visible.",
+          "The camera tilts up, gradually bringing into view the corner of the translucent mat again, where residual sheen from the liquid catches the ambient light and hints at the earlier brushing action.",
+          "The camera completes its upward tilt, re-centering on the full rectangular mat now uniformly coated with the clear substance, its smooth, reflective surface showcasing even coverage and subtle pooling near the edges."
+        ]
+      }
+    },
+    "original_task_id": "a00450_00266",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00389_00171_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00389_00171.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand uses a putty knife to mix and scrape white plaster-like substance in a metal tray, moving the tool back and forth to evenly distribute the material.",
+          "The camera tracks right, following the hand as it lifts the putty knife from the metal tray filled with white plaster-like substance, revealing the textured surface of the workbench beneath and a faint dusting of dry material scattered across its edge.",
+          "The camera continues tracking right, moving beyond the workbench to expose a section of unfinished wall with visible seams and patches, while the metal tray and hand disappear entirely from view, leaving only the bare concrete floor and a distant corner of the room in frame.",
+          "The camera tracks left, gliding past the empty space where the tray once rested, now capturing the worn wooden edge of the bench and a glimpse of the red-handled tool lying still on the surface, with ambient light casting soft shadows across the debris-strewn area.",
+          "The camera completes its return track, re-centering on the metal tray held steady in hand, the putty knife resting atop the smooth, mixed plaster, with the workbench and background wall fully restored to their original framing."
+        ]
+      }
+    },
+    "original_task_id": "a00389_00171",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00452_00904_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00452_00904.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Dark liquid pours from a glass measuring cup into a tall glass filled with ice cubes, creating ripples and bubbles as it flows over the ice.",
+          "The camera pans right, revealing a blurred kitchen counter with a red potted plant and soft daylight filtering through a nearby window, while the glass measuring cup now rests on the edge of the counter, its contents nearly emptied.",
+          "The camera continues panning right, shifting focus to a stainless steel sink with water droplets glistening under overhead lighting, where the original glass and ice are no longer visible, replaced by the gleam of wet faucet handles and a dish towel hanging nearby.",
+          "The camera pans left, capturing the edge of a wooden countertop dusted with coffee grounds and a faint steam rising from a distant French press, gradually bringing back the dim outline of the tall glass near the frame’s edge.",
+          "The camera completes its leftward pan, re-centering on the tall glass now filled with dark liquid swirling over ice cubes, the Pyrex measuring cup resting beside it, illuminated by natural light from the window behind."
+        ]
+      }
+    },
+    "original_task_id": "a00452_00904",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00450_00932_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00450_00932.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Water flows from a copper pipe into a camera lens held beneath it, creating a stream that fills the lens barrel as the person adjusts its position slightly under the flow.",
+          "The camera cranes upward, revealing the sunlit wooden log structure and the copper pipe’s outlet as water streams down into the camera lens below, with dappled shadows dancing across the weathered wood and surrounding greenery.",
+          "The camera continues its upward crane, now capturing only the upper portion of the split log and a sliver of blue sky above, while the flowing water and lens disappear from view, leaving behind dry grasses and the faint outline of a garden hose in the background.",
+          "The camera begins to descend, gradually repositioning through the air above the rustic wooden setup, bringing into frame the top edge of the log and the rust-colored copper pipe, with sunlight glinting off the metal surface.",
+          "The camera completes its downward crane, settling back onto the original scene where the stream of water flows steadily from the copper pipe into the camera lens held beneath it, with the textured log, wet patches, and surrounding foliage clearly visible once more."
+        ]
+      }
+    },
+    "original_task_id": "a00450_00932",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00461_00698_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00461_00698.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A gloved hand guides a chisel against a rapidly spinning wooden blank, shaving off thin curls of wood as the lathe turns, with sawdust flying outward from the point of contact.",
+          "The camera cranes upward, revealing the top edge of the lathe's headstock and the wooden blank spinning with a blur of motion, as fine sawdust scatters across the metal bed beneath. The gloved hand grips the chisel firmly, guiding it along the tapering neck of the piece, while the greenish-yellow stain on the wood’s surface catches the dim workshop light. Behind, a dusty fan grille hums quietly in the background, partially obscured by drifting particles of shavings. The rapid rotation creates a smooth, rounded contour, and the tool’s sharp edge leaves behind delicate curls that spiral away from the contact point.",
+          "The camera continues its upward crane, now showing only the ceiling beams above the workbench, where dust motes float in shafts of natural light filtering through a high window. The lathe and the woodworking action are entirely out of frame, replaced by exposed wooden rafters and a hanging wire for an overhead lamp. Below, the faint outline of a workbench edge remains visible, but no tools or hands appear—only the lingering airborne particles hint at recent activity. The scene is quiet, still, and devoid of motion, emphasizing the contrast between the earlier intensity and this moment of spatial withdrawal.",
+          "The camera begins to crane downward, descending past the rough-hewn beam of the ceiling and re-entering the workshop space, where the lathe’s motor housing comes into view again. The metal casing of the machine is coated with a thin layer of dried resin and wood dust, and the sound of the spinning blank returns faintly. A glimpse of the black tool rest appears at the bottom of the frame, still scattered with curled shavings. As the camera lowers, the ambient lighting shifts slightly, casting deeper shadows across the worn concrete floor, signaling the return toward the original action zone.",
+          "The camera completes its descent, re-establishing the original viewpoint focused on the spinning wooden blank and the gloved hand guiding the chisel with precision. Sawdust flies outward in golden spirals as the tool shapes the tapered end, and the greenish stain on the wood glows under the overhead light. The lathe’s steady hum fills the air, and the metal tool rest supports the chisel firmly. The full context of the woodworking process is restored—the rotating form, the careful hand motion, and the accumulation of shavings on the workbench—all clearly visible once more."
+        ]
+      }
+    },
+    "original_task_id": "a00461_00698",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00519_00332_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00519_00332.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand operates an orange toy excavator, lifting its arm and bucket to scoop sand from the ground and transfer it into a yellow toy dump truck beside it.",
+          "The camera orbits clockwise around the toy construction site, capturing the orange excavator’s arm as it lifts sand and deposits it into the yellow dump truck labeled \"Double E Heavy Industry,\" with fine granules of sand scattering across the textured ground under bright daylight.",
+          "The camera continues its clockwise orbit, now showing a distant patch of bare earth and scattered pebbles where the toys once were, with no trace of the excavator or dump truck visible, only the uneven terrain and faint shadows from overhead lighting.",
+          "The camera begins to orbit counterclockwise, gradually revealing the edge of the sandy play area, where a blue toy wheel and part of a gray plastic track emerge into view, hinting at the return toward the original scene.",
+          "The camera completes its counterclockwise arc, recentering on the orange excavator mid-scoop and the yellow dump truck now partially filled with sand, both clearly visible against the sunlit, grainy surface of the sandbox."
+        ]
+      }
+    },
+    "original_task_id": "a00519_00332",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00464_01903_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00464_01903.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A dump truck tilts its bed upward, releasing a large load of dark soil and rocks onto the ground. The material slides out in a continuous flow as the truck's rear section elevates, creating a growing pile on the muddy construction site.",
+          "The camera cranes downward, revealing the red cab of the dump truck as its bed tilts upward, releasing a cascade of dark soil and rocks onto the muddy ground below, with tire tracks radiating across the uneven terrain.",
+          "The camera continues to crane down, shifting focus to a distant section of the site where a yellow excavator digs into a pile of earth near a waterlogged area, while a lone worker walks along a dusty path under bright midday sun.",
+          "The camera begins to crane upward, capturing the wide expanse of the construction zone with multiple dump trucks in motion and mounds of gravel stretching toward a line of low-rise buildings on the horizon.",
+          "The camera completes its ascent, re-establishing the original view of the red dump truck now stationary with its bed fully lowered, the remaining soil settled into a new pile beside it, and the surrounding churned earth clearly visible under clear skies."
+        ]
+      }
+    },
+    "original_task_id": "a00464_01903",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00528_01131_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00528_01131.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful balls roll down a spiral wooden track, bouncing off each curved level as they descend, creating a cascading motion from top to bottom.",
+          "The camera cranes downward, revealing the wooden base of the spiral track and the colorful balls accumulating on the light-colored platform as they complete their descent, with dappled sunlight filtering through nearby leaves onto the grassy ground.",
+          "The camera continues its downward crane, now showing only the patch of green grass and scattered dry leaves beneath the structure, with the concrete pillar partially visible in the background and no trace of the spiral track or balls remaining in frame.",
+          "The camera begins to crane upward, gradually capturing the lower edge of the wooden base and the vibrant green leaf-shaped tier of the spiral track, while shadows shift across the sunlit grass below.",
+          "The camera completes its upward crane, re-establishing the full view of the colorful spiral track with the balls resting at the bottom of the wooden platform, the concrete pillar standing behind it, and bright daylight illuminating the entire scene."
+        ]
+      }
+    },
+    "original_task_id": "a00528_01131",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00464_00063_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00464_00063.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A bulldozer's blade pushes sand and small rocks forward, creating a pile as it moves across the construction site, with visible tracks forming in the soil.",
+          "The camera tracks left across the construction site, revealing the bulldozer’s blade pushing sand and small rocks forward as it moves along the freshly graded terrain. The red frame of the machine dominates the foreground, while tire tracks crisscross the golden-brown soil. In the background, a yellow excavator rests near a modern building with large glass windows, and concrete curbs line the perimeter. A pile of gravel and scattered yellow safety markers are visible on the right, emphasizing ongoing grading work under overcast skies.",
+          "The camera continues tracking left, shifting focus entirely away from the bulldozer's action area to reveal a wide expanse of untouched earth and a distant treeline bordering the site. The red machinery frame remains in view, but the blade is no longer central. Instead, a long stretch of concrete drainage channel runs parallel to the edge, flanked by bare soil and sparse vegetation. A parked white truck appears in the far distance, and the sky remains gray and cloud-covered, indicating consistent weather conditions across the site.",
+          "The camera tracks right, gradually returning toward the center of the construction zone, bringing back into view the disturbed soil and the path of the bulldozer’s earlier movement. The black blade now reappears at the bottom of the frame, partially filled with compacted sand and small stones. To the left, the yellow excavator sits idle near the building’s entrance, and a section of white concrete curb curves into the scene. The ground shows fresh ruts and mounded dirt, evidence of recent grading activity.",
+          "The camera completes its return movement, re-establishing the original viewpoint directly facing the bulldozer’s blade as it pushes a growing mound of sand and rocks forward. The red frame and black blade dominate the foreground, with the soil forming distinct ridges behind the machine. The yellow excavator remains visible on the left, and the curved concrete curbs frame the edges of the site. A small pile of gravel and scattered debris lie ahead, while the overcast sky casts even lighting across the active construction area."
+        ]
+      }
+    },
+    "original_task_id": "a00464_00063",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00528_02524_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00528_02524.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A child kneels on the floor and interacts with a yellow spinning toy, pressing its red button to activate it. The toy spins rapidly, wobbling upright on the wooden surface as it rotates.",
+          "The camera pans right, revealing a wooden floor illuminated by soft indoor lighting as the yellow spinning toy wobbles upright near a child’s knees clad in dark purple pants. The red button on the toy's surface glows faintly, and translucent beads inside swirl with motion, while the child’s hand rests gently beside it.",
+          "The camera continues panning right, shifting focus to an empty stretch of polished hardwood flooring where only the edge of a dark curtain and a blurred orange-and-white striped object remain visible—no trace of the toy or child remains in frame.",
+          "The camera pans left, sweeping across the quiet room’s neutral-toned floor, catching the subtle reflection of overhead lights on the smooth surface, until the edge of a navy-blue sleeve reappears near the corner of the frame.",
+          "The camera completes its leftward pan, re-centering on the original scene where the yellow spinning toy now lies still on the wooden floor, its red button dimmed, beside the child’s kneeling form in dark clothing, hands resting calmly."
+        ]
+      }
+    },
+    "original_task_id": "a00528_02524",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00557_00097_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00557_00097.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A red circular saw blade rapidly spins and cuts through a light-colored wooden plank, generating fine sawdust as it moves downward in a controlled motion on a miter saw.",
+          "The camera arcs counterclockwise, revealing the yellow and gray DEWALT miter saw mounted on a concrete surface with scattered wood shavings around its base, as the red circular blade spins rapidly through a light-colored wooden plank under bright daylight.",
+          "The camera continues its counterclockwise arc, shifting focus to a patch of green grass beside a weathered wooden fence, where sunlight dapples through leaves and a distant black pickup truck rests in soft shadow, completely removing the saw and wood from view.",
+          "The camera begins a clockwise arc, sweeping past the edge of the miter saw’s metal base and catching glimpses of the operator’s blue jeans and white shirt sleeve as it moves toward the original action zone, with wood dust still clinging to the machine’s housing.",
+          "The camera completes its clockwise arc, recentering on the DEWALT miter saw as the red blade slows to a stop above the freshly cut triangular piece of pine, now resting on the saw’s yellow extension table under clear afternoon light."
+        ]
+      }
+    },
+    "original_task_id": "a00557_00097",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00562_00102_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00562_00102.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Raindrops fall into murky water, creating ripples and splashes that spread outward, with droplets bouncing and dispersing in the dimly lit scene.",
+          "The camera arcs counterclockwise, gliding smoothly over the murky surface as raindrops continue to strike the water, sending ripples through the dimly lit expanse; the yellowish hue of the stagnant pool reflects faint ambient light, while droplets scatter in slow motion, their splashes catching the subtle glow from above.",
+          "The camera continues its counterclockwise arc, now revealing a distant shoreline lined with moss-covered rocks and tangled roots beneath a canopy of dense foliage; the original rain-streaked water is no longer visible, replaced by the quiet stillness of the forest’s edge under a soft, diffused twilight.",
+          "The camera begins a clockwise arc, sweeping across the shadowed bank where damp earth meets overgrown reeds, the air thick with mist and the faint sound of distant rain; droplets cling to blades of grass, glistening under the low light as the lens moves steadily back toward the water's edge.",
+          "The camera completes its clockwise arc, returning to the original vantage point above the murky pond, where raindrops once again fall into the rippling surface, creating delicate crown-shaped splashes that shimmer in the dim, golden illumination of the scene."
+        ]
+      }
+    },
+    "original_task_id": "a00562_00102",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00533_00678_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00533_00678.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A spinning wooden blank rotates rapidly on a lathe while a chisel held by a gloved hand shapes its surface, shaving off thin curls of wood that fly outward.",
+          "The camera arcs clockwise, gradually shifting focus from the spinning wooden blank to the lathe’s metallic bed and the dust-covered floor beneath, where wood shavings accumulate in a scattered pattern near the base of the machine.",
+          "The camera continues its clockwise arc, now fully revealing the workshop wall with its faded paint and hanging tools, while the lathe and chisel are entirely out of frame, leaving only the edge of the workbench and a shadowed corner visible.",
+          "The camera begins to arc counterclockwise, moving back toward the central workspace, capturing the lathe’s warning label and the black handwheel as they re-enter the frame from the right side, with light reflecting off the polished metal surfaces.",
+          "The camera completes its counterclockwise arc, re-centering on the rapidly spinning wooden blank as it is shaped by the chisel held in the gloved hand, with fine wood curls flying outward and the lathe’s motor humming steadily in the background."
+        ]
+      }
+    },
+    "original_task_id": "a00533_00678",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00563_00159_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00563_00159.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Woman dips bubble wand into solution, lifts it, and pulls it forward, creating a large, iridescent bubble that stretches and floats away, reflecting rainbow colors as it drifts through the air.",
+          "The camera pans left, following the trajectory of the iridescent bubble as it drifts away from the woman, capturing the shimmering rainbow hues reflected on its surface against the backdrop of lush green foliage.",
+          "The camera continues panning left, now showing only the dense canopy of leaves and a distant fence line, with the bubble wand and container completely out of frame, emphasizing the serene park environment beyond the original action zone.",
+          "The camera pans right, gradually revealing the edge of the white folding table and the transparent container filled with blue soapy solution, repositioning the scene toward the central activity area.",
+          "The camera completes its rightward pan, re-establishing the full view of the woman in the striped dress standing beside the table, the bubble wand poised mid-air as she prepares for another large bubble formation."
+        ]
+      }
+    },
+    "original_task_id": "a00563_00159",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00563_00169_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00563_00169.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A player strikes the cue ball with a pool cue, causing it to collide with the racked balls, scattering them across the table in various directions.",
+          "The camera arcs clockwise, gradually revealing the blue carpeted floor surrounding the pool table as it moves away from the overhead view, shifting focus from the scattered colored balls to the edge of the green felt surface and the metallic corner pockets.",
+          "The camera continues its clockwise arc, now fully displaced beyond the original action area, showing only the empty blue floor and a portion of the adjacent wall, with no trace of the pool table or balls visible in the frame.",
+          "The camera begins an arc counterclockwise, sweeping back toward the playing area, bringing into view the dark wooden legs of the pool table and the edge of the green felt as it reorients toward the central game space.",
+          "The camera completes its counterclockwise arc, returning to the original overhead position, clearly capturing the final arrangement of the scattered billiard balls on the green felt surface, including the black eight ball near the bottom cushion and the cue ball resting near the top right corner pocket."
+        ]
+      }
+    },
+    "original_task_id": "a00563_00169",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00589_01392_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00589_01392.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Metal tongs lift a golden-brown breaded item from bubbling hot oil, causing splashes and steam, then submerge it back into the vigorously frying oil.",
+          "The camera cranes upward, revealing the stainless steel fryer's rim and the steam rising from the bubbling golden oil as the tongs lift a breaded item, its surface glistening with hot grease.",
+          "The camera continues to crane up, now showing only the upper edge of the deep fryer and the kitchen’s overhead ventilation system, with no trace of the frying food or oil visible in the frame.",
+          "The camera begins to crane downward, gradually bringing into view the metallic sheen of the fryer’s interior and the swirling motion of the hot oil as it bubbles vigorously around submerged items.",
+          "The camera completes its descent, re-establishing the full scene of the deep fryer with the tongs submerging the golden-brown breaded piece back into the sizzling oil, steam curling upward from the surface."
+        ]
+      }
+    },
+    "original_task_id": "a00589_01392",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00606_00626_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00606_00626.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A red polka-dotted ball rolls along a wooden track with curved grooves, transitions onto a smooth surface, and continues rolling toward a logo on a blue and white background.",
+          "The camera pans right, following the red polka-dotted ball as it rolls along the wooden track’s curved grooves, capturing the natural grain of the light oak surface and the dappled sunlight filtering through nearby foliage.",
+          "The camera continues panning right, now showing only the blue-and-white checkered border of the game board and the edge of the GOZER GAME logo, with the wooden track entirely out of frame and the ball no longer visible.",
+          "The camera pans left, revealing the smooth white surface where the ball has come to rest near the bold red and blue GOZER GAME emblem, illuminated by a bright overhead light reflecting off the glossy finish.",
+          "The camera completes its leftward pan, re-establishing the original view of the wooden track with the red polka-dotted ball stationary on the smooth surface beside the logo, framed by the green base and outdoor brick background."
+        ]
+      }
+    },
+    "original_task_id": "a00606_00626",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00595_00224_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00595_00224.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Person wearing gloves uses a hammer to tap a small object near a floor vent, adjusting its position while kneeling on a blue mat with tools nearby.",
+          "The camera arcs clockwise, shifting focus from the worker’s gloved hands tapping a small object near the floor vent to reveal more of the surrounding bathroom space, including the exposed plumbing and stained subfloor beneath the new laminate planks.",
+          "The camera continues its clockwise arc, now capturing only the upper portion of the wall and the baseboard, with the blue kneel pad and tools completely out of frame, leaving the original action area fully displaced.",
+          "The camera begins to arc counterclockwise, gradually revealing the edge of the blue mat and the corner of the triangular ruler as it moves back toward the center of the renovation site.",
+          "The camera completes its counterclockwise arc, re-establishing the original view of the worker’s hands using the hammer near the floor vent, with the wooden plank, measuring tape, and tool kit clearly visible in the frame."
+        ]
+      }
+    },
+    "original_task_id": "a00595_00224",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00606_01009_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00606_01009.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colored balls roll down wooden tracks, bouncing off obstacles and transitioning between elevated sections supported by Coca-Cola cans.",
+          "The camera orbits clockwise around the wooden track structure, revealing the red Coca-Cola cans supporting the elevated sections and the smooth grain of the light wood rails as a yellow ball rolls down the initial slope.",
+          "The camera continues its clockwise orbit, moving beyond the original setup to capture the textured white wall and the shadowed edge of the table, with no trace of the ball tracks or soda cans visible in the frame.",
+          "The camera begins its counterclockwise orbit, sweeping past the corner of the tabletop where the red border of the track is briefly glimpsed before shifting focus toward the base of the wooden ramp resting on a can.",
+          "The camera completes its counterclockwise arc, repositioning directly above the central junction of the wooden rails, clearly showing the blue and red balls navigating the curved path supported by the Coca-Cola cans."
+        ]
+      }
+    },
+    "original_task_id": "a00606_01009",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00606_00994_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00606_00994.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand removes a wooden block, releasing colorful balls that roll out and scatter across the surface, while blue and black balls continue moving along a curved track.",
+          "The camera tilts down, revealing the smooth wooden track with its undulating grooves and the glossy black and blue balls rolling along the curved path, while scattered colorful spheres—green, gold, and pink—bounce across the white surface in disarray.",
+          "The camera continues tilting downward, now capturing only the edge of the white table and a glimpse of the wooden block’s corner, with no trace of the ball track or colorful spheres visible, leaving the frame dominated by empty space and soft shadows.",
+          "The camera tilts up, gradually bringing into view the top surface of the wooden structure and the faint outline of the groove's curve, as light reflects off the polished wood and the scattered remnants of motion remain just out of focus.",
+          "The camera completes its upward tilt, re-establishing the full scene with the wooden track clearly visible, the black and blue balls still in motion along the wavy channel, and the colorful spheres dispersed across the bright white surface beneath even lighting."
+        ]
+      }
+    },
+    "original_task_id": "a00606_00994",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00620_00582_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00620_00582.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand swings an axe downward, striking a piece of wood placed on a log, causing splinters to fly as the blade splits the wood with force.",
+          "The camera tracks right, following the motion of the axe as it arcs downward, capturing the sharp edge slicing through the wood grain and sending splinters flying into the sunlit air above the weathered log surface.",
+          "The camera continues tracking right, now revealing a patch of dry grass and distant shrubs beyond the original chopping area, with only the faint shadow of the log visible at the far left edge of the frame.",
+          "The camera tracks left, gliding past the charred bark of a nearby stump and catching the dappled sunlight filtering through overhead leaves, gradually reorienting toward the central clearing.",
+          "The camera settles back to the original position, framing the split wood resting on the log, the axe held mid-swing in the hand, and the surrounding field bathed in bright daylight under a clear blue sky."
+        ]
+      }
+    },
+    "original_task_id": "a00620_00582",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00607_02300_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00607_02300.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "An axe repeatedly strikes a log, splitting off thin wooden shavings with each forceful downward motion, creating a growing pile of splinters on the bark surface.",
+          "The camera tilts upward, revealing the forest canopy above as dappled sunlight filters through the dense tree cover, casting shifting patterns on the mossy ground where scattered logs lie in disarray.",
+          "The camera continues its upward tilt, now focusing entirely on the treetops and the overcast sky, with no trace of the log or axe visible, only the rustling leaves and distant bird calls hinting at the woodland setting below.",
+          "The camera tilts downward, gradually bringing into view the damp earth littered with pine needles and bark fragments, while the edge of a dark rubber boot reappears near the base of a felled trunk.",
+          "The camera completes its descent, settling back onto the original scene where the axe rests atop the freshly split log, wood shavings piled neatly beside it, and the rhythmic motion of chopping resumes under the soft natural light."
+        ]
+      }
+    },
+    "original_task_id": "a00607_02300",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00626_00327_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00626_00327.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skateboarder rides down a street, loses balance, and falls backward onto the pavement, arms flailing, as the board slides away.",
+          "The camera arcs clockwise, following the skateboarder’s descent as he loses balance and tumbles backward onto the sun-baked asphalt, his arms flailing mid-air while the green-decked board slides away from his grip toward the curb.",
+          "The camera continues its clockwise arc, now capturing a wide stretch of empty street lined with dry palm fronds and a weathered chain-link fence, where the fallen skater and board are no longer in frame, replaced by the shadowed edge of a concrete sidewalk and a distant parked van under bright daylight.",
+          "The camera arcs counterclockwise, sweeping past a rusted metal gate and a faded “No Parking” sign on a cracked sidewalk, gradually bringing back into view the dusty road surface and scattered debris near the curb.",
+          "The camera completes its counterclockwise arc, re-centering on the asphalt where the skateboarder lies motionless, limbs splayed, and the green board rests nearby, framed by the same red-curbed sidewalk and sunlit palm trees as before."
+        ]
+      }
+    },
+    "original_task_id": "a00626_00327",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00610_01067_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00610_01067.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A red toy excavator digs sand with its black bucket, moving it over a silver pipe partially buried in the sand. The arm extends and retracts repeatedly, scooping and depositing sand around the pipe.",
+          "The camera cranes downward, following the red excavator’s arm as it scoops sand near the silver pipe embedded in the granular terrain. The black bucket lifts and deposits material with precise motion, revealing ripples in the beige sand around the metallic conduit. The toy machine’s tracks leave faint impressions, and a hand steadies the cab from above, guiding its operation. Sunlight casts sharp shadows, emphasizing the texture of the sand and the glossy finish of the excavator’s body.",
+          "The camera continues craning down, shifting focus away from the excavation site to reveal a broader expanse of undisturbed sand stretching toward a distant edge of the play area. The red excavator and silver pipe are no longer visible, replaced by smooth, wind-swept dunes and scattered pebbles under consistent daylight. A faint line of footprints marks the boundary of prior activity, but the scene now emphasizes emptiness and stillness beyond the original action zone.",
+          "The camera begins craning upward, slowly ascending from the sandy surface to capture a wider view of the surrounding environment. As it rises, the horizon becomes more defined, showing a pale sky above the textured landscape. The edges of the sandbox emerge into frame, framed by soft light reflecting off the fine grains of sand. No machinery is yet visible, but the movement suggests a return toward the initial focal point.",
+          "The camera completes its upward crane, re-establishing the original action area where the red toy excavator rests beside the partially buried silver pipe. The black bucket hovers mid-air after a scoop, sand cascading from its lip onto the mound nearby. The hand remains on the cab, guiding control, while sunlight highlights the contrast between the bright red body and the golden sand. The scene returns fully to the excavation task, capturing both the machine and its immediate surroundings in clear detail."
+        ]
+      }
+    },
+    "original_task_id": "a00610_01067",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00642_00587_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00642_00587.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful marbles roll down a wooden spiral track, bouncing between steps and moving smoothly along the curved path.",
+          "The camera arcs counterclockwise, smoothly sweeping past the wooden spiral track’s polished grain and rounded steps, capturing the vibrant marbles as they tumble down the curved path with a gentle bounce between each level.",
+          "The camera continues its counterclockwise arc, moving beyond the track’s structure into an empty expanse of white wall and floor, where only the soft shadow of the wooden frame remains visible in the corner of the frame.",
+          "The camera begins a clockwise arc, gliding back through the minimalist space, revealing the edge of the wooden support beam and the faint reflection of light on the smooth surface beneath the track.",
+          "The camera completes its clockwise return, recentering on the full spiral track as colorful marbles roll downward once more, their motion framed by the natural wood texture and clean white background."
+        ]
+      }
+    },
+    "original_task_id": "a00642_00587",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00626_00478_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00626_00478.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Person uses hammer to tap metal pry bar into floor gap, pushing it deeper while holding bar steady with gloved hand, near wall base and exposed subfloor.",
+          "The camera tracks right along the edge of the dark wood flooring, revealing more of the worn blue wall and peeling baseboard as it moves, with the metal pry bar and yellow-headed hammer now positioned near the corner where the subfloor is exposed.",
+          "The camera continues tracking right past the original work area, showing only the bare concrete floor and a section of the deteriorated wall base, leaving the hammer, pry bar, and flooring gap entirely out of frame.",
+          "The camera tracks left across the textured gray flooring, passing over the edge of the cut-out panel and approaching the wall’s base, where patches of old adhesive and discoloration are visible on the subfloor.",
+          "The camera settles back into the initial position, framing the metal pry bar embedded in the floor gap, the gloved hand gripping it firmly, and the yellow-headed hammer resting nearby, with the full action scene clearly re-established."
+        ]
+      }
+    },
+    "original_task_id": "a00626_00478",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00642_00854_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00642_00854.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful balls roll down a wooden ramp, bouncing and tumbling across multiple levels, creating a cascading motion as they descend from top to bottom.",
+          "The camera tracks right along the wooden ramp’s length, following the cascading motion of colorful balls as they tumble down each tier, their glossy surfaces reflecting the bright overhead lighting.",
+          "The camera continues tracking right past the final level of the ramp, now capturing only the red plastic supports and the white wall behind, with no trace of the rolling balls or wooden structure visible.",
+          "The camera tracks left across the smooth white floor, passing the edge of the red frame and revealing a glimpse of the adjacent empty space beside the play structure.",
+          "The camera tracks left until it re-frames the full wooden ramp, where the last few balls are still rolling down the lower tiers, bouncing off the polished wood under consistent indoor lighting."
+        ]
+      }
+    },
+    "original_task_id": "a00642_00854",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00642_01299_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00642_01299.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful translucent balls roll down parallel wooden tracks, bouncing and shifting positions as they move toward curved exits at the end of the ramp.",
+          "The camera orbits clockwise around the wooden track, revealing the smooth grain of the light pine planks and the vibrant reflections on the translucent red and yellow balls as they roll down the parallel grooves.",
+          "The camera continues its clockwise orbit, now capturing only the curved exit ramp and the white wall behind it, with the colorful balls no longer in frame and the original action area fully displaced from view.",
+          "The camera begins a counterclockwise orbit, gliding past the edge of the wooden structure where faint shadows fall across the polished surface, gradually bringing the curved track back into alignment.",
+          "The camera completes its counterclockwise return, re-establishing the full view of the parallel wooden tracks with the green and orange balls rolling toward the exit, their glossy surfaces catching the soft overhead light."
+        ]
+      }
+    },
+    "original_task_id": "a00642_01299",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00642_01963_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00642_01963.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful balls are released one by one into a wooden track, rolling down parallel grooves at varying speeds, creating a cascading motion as they travel toward the bottom.",
+          "The camera tracks left along the wooden track, following the red ball as it rolls down the top groove, its polished surface catching the bright overhead light, while the parallel grooves reveal the smooth grain of the light-colored wood and the dark-stained supports at the edges.",
+          "The camera continues tracking left past the end of the structure, now showing only a plain white wall and the edge of a blue tape mark on the floor, with no trace of the balls or track visible, leaving the scene empty and minimalistic under even lighting.",
+          "The camera tracks right across the blank wall, gradually revealing the corner of the wooden frame and the faint shadow cast by the structure, hinting at the return toward the original setup with consistent ambient illumination.",
+          "The camera completes its rightward movement, repositioning to capture the full wooden track again, where the colorful balls—red, yellow, and blue—are now settled in their final positions within the grooves, the natural wood texture and metallic screw fittings clearly visible under steady lighting."
+        ]
+      }
+    },
+    "original_task_id": "a00642_01963",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00669_00292_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00669_00292.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Car tire rolls forward, crushing colorful gel beads in paper cups, causing them to burst and scatter across the asphalt surface.",
+          "The camera tilts downward, following the tire’s descent as it crushes the first paper cup filled with bright green gel beads, scattering them across the rough asphalt speckled with tiny stones.",
+          "The camera continues its downward tilt, now focusing on the wet, multicolored residue of burst beads spreading across the pavement, with the crushed cups and tire completely out of frame, leaving only a trail of vibrant liquid droplets glistening under daylight.",
+          "The camera begins to tilt upward, revealing the edge of the car tire rolling away from the scene, while the scattered gel beads shimmer in the sunlight against the gray asphalt.",
+          "The camera completes its upward tilt, re-centering on the original action area where the flattened paper cups lie amidst a rainbow splash of gel beads, the tire now paused just beyond the remnants of the colorful mess."
+        ]
+      }
+    },
+    "original_task_id": "a00669_00292",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00670_01404_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00670_01404.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Man swings sword at purple foam figure, striking it forcefully, causing limbs to detach and fly outward as he follows through with motion.",
+          "The camera cranes down, revealing the grassy field beneath the man’s feet as he swings the sword toward the purple foam figure, its limbs beginning to detach with each impact.",
+          "The camera continues craning down, now focusing on the dappled sunlight filtering through the trees and illuminating patches of wildflowers in the foreground, while the man and foam figure are no longer visible.",
+          "The camera cranes up, ascending past the dense green canopy of the forest, capturing the shifting light patterns on the treetops above the clearing.",
+          "The camera completes its upward crane and returns to a level vantage point, showing the man standing over the dismembered purple foam figure, sword in hand, with scattered limbs lying across the sunlit grass."
+        ]
+      }
+    },
+    "original_task_id": "a00670_01404",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00655_00572_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00655_00572.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A large mechanical structure descends vertically into a desert landscape, its base making contact with the ground and kicking up dust as it stabilizes, revealing intricate metallic components and a suspended figure.",
+          "The camera pans left, revealing the rusted metallic lattice of the descending structure as it casts long shadows across the sun-baked desert floor, its intricate framework glinting under the harsh golden light.",
+          "The camera continues panning left, now showing only the endless dunes and scattered shrubs under a hazy sky, with no trace of the mechanical apparatus or the dusty impact zone visible in the frame.",
+          "The camera pans right, sweeping over the arid terrain dotted with dark patches of dry vegetation, gradually bringing back into view the towering base of the mechanical structure anchored in the sand.",
+          "The camera completes its rightward pan, recentering on the stabilized mechanical tower with its suspended figure swaying gently, the dust settling around its base beneath the relentless desert sun."
+        ]
+      }
+    },
+    "original_task_id": "a00655_00572",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00671_00789_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00671_00789.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Gloved hands press and squeeze crumbly brown mixture in a glass bowl, breaking it apart and lifting portions to reveal its texture, with small particles scattering slightly on the blue surface.",
+          "The camera pans left, revealing the edge of the glass bowl and the blue surface beneath as gloved hands continue to press and break apart the crumbly brown mixture, with fine particles scattering slightly toward the frame’s left side.",
+          "The camera continues panning left, shifting focus entirely away from the bowl to show only the textured blue work surface, where a few stray crumbs remain near the edge of the frame, now isolated from any hands or mixing action.",
+          "The camera pans right, gradually bringing back the corner of the glass bowl into view while capturing the faint outline of the crumbly mixture and the lingering dust on the blue surface as it moves toward re-centering.",
+          "The camera completes its pan right, re-establishing the full view of the glass bowl filled with the crumbly brown mixture, now slightly disturbed, with gloved hands poised above it, ready to resume manipulation."
+        ]
+      }
+    },
+    "original_task_id": "a00671_00789",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00685_00148_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00685_00148.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand pours a cloudy liquid from one glass jar into another, while a red sponge is held above the jar with tongs. The liquid flows steadily into the second jar.",
+          "The camera tilts down, revealing the countertop beneath the glass jar as the cloudy liquid flows steadily into the second container, with the red sponge still suspended above the first jar by tongs and a lemon partially visible in the foreground.",
+          "The camera continues its downward tilt, now focusing on the wooden surface and the base of the jars, where the labels are no longer visible and the action of pouring is completely out of frame, leaving only the blurred edges of kitchen appliances in the background.",
+          "The camera tilts up, gradually bringing the upper portion of the glass jar back into view, with the yellow label catching light and the red sponge reappearing at the rim held by metallic tongs against a soft kitchen backdrop.",
+          "The camera completes its upward tilt, re-establishing the original scene with the hand holding the jar, the cloudy liquid mid-pour, and the red sponge hovering above the opening, all clearly framed under warm overhead lighting."
+        ]
+      }
+    },
+    "original_task_id": "a00685_00148",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00676_00096_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00676_00096.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A toy motorcycle with a rider accelerates down an orange slide, its wheels spinning rapidly as it descends the curved surface, navigating the slope with momentum and speed.",
+          "The camera tilts down smoothly, following the toy motorcycle as it accelerates along the curved orange slide, capturing the spinning wheels and rider’s black-and-orange suit against the bright plastic surface.",
+          "The camera continues its downward tilt, shifting focus to the blue stairwell railing and beige wall beside the slide, leaving the motorcycle and slide entirely out of frame, now showing only the empty hallway floor and distant windows.",
+          "The camera begins to tilt upward, revealing the upper section of the staircase and the white handrail, with light streaming through the window above, gradually reorienting toward the slide’s origin point.",
+          "The camera completes its upward tilt, re-establishing the full view of the orange slide and the toy motorcycle at the top, ready to descend again, with the rider's \"02\" jersey clearly visible under the natural daylight from the adjacent window."
+        ]
+      }
+    },
+    "original_task_id": "a00676_00096",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00703_00193_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00703_00193.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person in a red shirt juggles three white balls on dry grass below, viewed from above as they toss and catch the balls in rhythmic motion, while another individual stands nearby observing.",
+          "The camera tilts downward, revealing the white railing of the elevated walkway and the dry, brown grass below where a person in a red shirt juggles three white balls. Sunlight casts sharp shadows across the concrete path beside the lawn, and a dark sedan is parked near the edge of the plaza. The modern, curved architecture of the building looms in the background under a clear blue sky.",
+          "The camera continues its downward tilt, now focusing entirely on the paved sidewalk and adjacent drainage grates, with the juggling figure no longer visible. A lone observer stands motionless near the curb, their shadow stretching long in the bright sunlight. The smooth gray concrete dominates the frame, marked by faint chalk arrows and text, while the white railing curves out of view at the top edge.",
+          "The camera begins to tilt upward, shifting from the ground-level pavement back toward the elevated walkway, capturing the clean lines of the white handrails and the angular geometry of the surrounding structure. The sunlit plaza reappears, and the distant water glints under the sky as the camera ascends through the open space.",
+          "The camera completes its upward tilt, re-establishing the original vantage point overlooking the dry grass where the person in the red shirt continues juggling three white balls. The black sedan remains parked nearby, and the modern white building with its sweeping curves stands prominently against the blue sky, fully framing the scene once again."
+        ]
+      }
+    },
+    "original_task_id": "a00703_00193",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00695_00925_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00695_00925.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful balls roll down a wooden track beneath a yellow funnel, bouncing and scattering across the ground as they exit the final curve.",
+          "The camera arcs clockwise, lifting slightly to reveal the textured concrete surface scattered with bright green and yellow balls, while the wooden track beneath the yellow funnel remains centered in the frame.",
+          "The camera continues its clockwise arc, moving beyond the edge of the wooden structure and focusing on a patch of dry leaves and twigs near a tree trunk, where no part of the ball track or funnel is visible.",
+          "The camera arcs counterclockwise, gliding smoothly past the base of the tree and catching glimpses of fallen foliage and a distant white building before beginning to reframe the scene.",
+          "The camera completes its counterclockwise arc, settling back onto the original view of the yellow funnel and wooden track, where colorful balls are now rolling down the final curve and bouncing across the ground."
+        ]
+      }
+    },
+    "original_task_id": "a00695_00925",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00742_00223_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00742_00223.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A green ball rolls down a yellow spiral track and enters a pink curved ramp, bouncing slightly before continuing along the path.",
+          "The camera cranes upward, revealing the bright yellow spiral track curving above the pink ramp as the green ball descends into view, its glossy surface catching the warm indoor lighting.",
+          "The camera continues craning up, shifting focus to the ceiling where a white vent and wooden beam are now visible, the colorful toy structure entirely out of frame beneath.",
+          "The camera cranes downward, gliding past a blurred edge of a blue baseplate and the polished hardwood floor, bringing back the lower section of the playset into soft focus.",
+          "The camera settles fully down, re-centering on the pink curved ramp with the green ball resting at its end, the yellow spiral track looping overhead in sharp detail under consistent room lighting."
+        ]
+      }
+    },
+    "original_task_id": "a00742_00223",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00764_02393_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00764_02393.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Water splashes into a container with a mesh net, creating ripples and bubbles as it mixes with the contents. Wooden sticks rest on the surface of wriggling eels in shallow water.",
+          "The camera cranes downward, revealing the murky surface of the water as it splashes into the yellow mesh net, sending ripples across the dark liquid and scattering bubbles around the edges of the container.",
+          "The camera continues its descent, now focusing on a dimly lit concrete floor beneath the container, where scattered droplets glisten under overhead lighting, and the wooden sticks rest motionless near a drainage grate—no trace of the eels or splashing remains in view.",
+          "The camera begins to crane upward, passing over the edge of the container’s rim, capturing the textured yellow mesh and the faint reflections of artificial light shimmering on the wet surface above the waterline.",
+          "The camera completes its upward movement, repositioning directly above the shallow water where countless wriggling eels twist beneath the surface, wooden sticks resting diagonally across the frame, and the splash from earlier still echoing in the disturbed water."
+        ]
+      }
+    },
+    "original_task_id": "a00764_02393",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00742_01016_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00742_01016.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful balls roll down a wooden and plastic track, bouncing off red, yellow, and blue blocks, then descending a green wavy slide supported by blue and orange blocks.",
+          "The camera pans leftward along the track’s edge, capturing the vibrant green wavy slide as it curves over blue and orange support blocks, with colorful balls tumbling down the wooden ramp and bouncing off red, yellow, and blue half-cylinder obstacles.",
+          "The camera continues panning left beyond the structure, revealing only a plain white wall and the top edge of a blue block, leaving the entire ball track and action area completely out of frame.",
+          "The camera reverses direction, gliding rightward across the same wall surface, gradually uncovering the corner where the wooden track meets the purple side rails and the bright yellow semicircular bumper.",
+          "The camera completes its return, settling back to the original viewpoint showing the full ball track, including the green wavy slide, blue supports, and the colorful balls rolling through the curved wooden path."
+        ]
+      }
+    },
+    "original_task_id": "a00742_01016",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00742_01453_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00742_01453.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful balls roll along a wooden track, descending through a green tree-shaped structure and spiraling down yellow ramps, with multiple balls moving simultaneously in a continuous motion.",
+          "The camera arcs counterclockwise, revealing the vibrant green tree-shaped structure and the wooden track above it as colorful balls roll along the elevated path. The smooth motion captures the bright orange supports and blue block pillars anchoring the setup, while the yellow spiral ramp below begins to come into view, emphasizing the dynamic flow of motion.",
+          "The camera continues its counterclockwise arc, moving fully away from the original scene so that the wooden track and ball pathway are no longer visible. Instead, the frame now shows a plain white surface with scattered blue building blocks in the distance, and a portion of a red-orange support piece near the edge, indicating the transition beyond the primary action zone.",
+          "The camera begins to arc clockwise, gradually shifting focus back toward the central play area, passing over a section of the white tabletop where a few loose blue blocks lie. A sliver of the yellow spiral ramp reappears at the bottom right, hinting at the return to the main structure.",
+          "The camera completes its clockwise arc, re-establishing the full view of the wooden ball track with its green tree-shaped feature and yellow spiral ramps. Colorful balls continue their descent through the structure, supported by blue and orange blocks, under consistent bright lighting that highlights every detail of the playful setup."
+        ]
+      }
+    },
+    "original_task_id": "a00742_01453",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00785_00984_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00785_00984.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blacksmith's hammer strikes a glowing orange-hot metal piece on an anvil, sending small sparks flying as the metal deforms under repeated blows.",
+          "The camera tilts down, revealing the dark, soot-streaked surface of the anvil beneath the glowing metal, with faint embers drifting upward from the heated iron as the hammer continues its rhythmic strikes.",
+          "The camera continues tilting downward, now capturing only the rough stone floor of the forge, scattered with cold ash and discarded metal shavings, while the bright glow of the fire in the background fades into a distant blur.",
+          "The camera tilts up, slowly repositioning to reveal the edge of the anvil again, where sparks still linger in the air and the dim outline of the blacksmith’s hand grips the hammer handle.",
+          "The camera completes its upward tilt, centering once more on the glowing orange-hot metal resting on the anvil, the hammer poised mid-air above it, ready for another strike as flames flicker in the background."
+        ]
+      }
+    },
+    "original_task_id": "a00785_00984",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00769_00680_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00769_00680.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Waves crash against jagged rocks, creating white foam that spreads across the dark green water, with continuous splashes and churning motion along the shoreline.",
+          "The camera cranes upward, revealing the jagged edges of dark basalt rocks meeting the churning emerald-green sea below, where white foam spirals in chaotic patterns as waves relentlessly crash against the shoreline.",
+          "The camera continues its ascent, now capturing a vast expanse of open ocean with distant cloud shadows drifting over the water’s surface, while the rocky coast vanishes beneath the frame, leaving only the endless motion of swells and wind-swept spray.",
+          "The camera begins to descend, gliding smoothly downward toward the turbulent interface between deep green waters and the sunlit, fractured cliffs, where the rhythm of crashing waves grows audible in the visual return.",
+          "The camera settles back into the original overhead position, framing the same jagged rocks and frothing surf as waves continue to break with force, sending plumes of white foam across the dark, swirling water."
+        ]
+      }
+    },
+    "original_task_id": "a00769_00680",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00786_00033_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00786_00033.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Cue strikes white ball, sending it rolling toward orange ball near pocket; balls collide, white ball rebounds slightly, orange ball remains near pocket edge.",
+          "The camera pans left, following the cue stick’s motion as it strikes the white ball near the edge of the pocket, with the textured gray felt and dark corner rail sharply defined in the frame.",
+          "The camera continues panning left, revealing a section of the pool table’s side wall and the blurred outline of a red-and-white scorecard taped to the frame, while the original action area is now entirely out of view.",
+          "The camera pans right, gliding past the shadowed edge of the table rail and catching the faint reflection of overhead lighting on the smooth surface of the felt.",
+          "The camera completes its rightward pan, re-centering on the pocket where the white ball has rebounded slightly and the orange ball remains perched at the edge, both clearly visible against the darkened background."
+        ]
+      }
+    },
+    "original_task_id": "a00786_00033",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00786_00469_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00786_00469.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Player in red shirt lunges forward to return a fast-paced shot, then quickly retreats as opponent in black shirt advances and strikes the ball with a powerful forehand, causing both players to shift rapidly across the table.",
+          "The camera tracks right, following the player in red as he lunges forward to return a fast-paced shot, capturing the blur of his motion against the vibrant red floor and the blue JOOLA table with its crisp white lines.",
+          "The camera continues tracking right, now showing only the empty side of the court near the blue TMS International banner, where the edge of the table is barely visible and the players have fully exited the frame.",
+          "The camera tracks left, re-entering the scene from the opposite side, revealing the black-shirted player mid-forehand swing with the ball suspended in air above the net and the red mat stretching beneath him.",
+          "The camera settles back into the original position, framing both players again as the red-shirted player retreats and the black-shirted player follows through on his powerful stroke, with the full table and surrounding branding clearly visible."
+        ]
+      }
+    },
+    "original_task_id": "a00786_00469",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00787_00142_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00787_00142.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Person in black leggings and orange cleats dribbles a white soccer ball on grass, using alternating feet to push the ball forward while maintaining close control.",
+          "The camera cranes downward, following the motion of the soccer ball rolling across the vibrant green grass as the player’s orange cleats tap it rhythmically. The close-up reveals the texture of the worn white ball and the crisp lines of the black leggings with a neon green stripe along the side. Sunlight filters through scattered clouds, casting soft shadows that shift with each foot movement.",
+          "The camera continues its descent, now fully focused on the dew-kissed blades of grass where the ball once rolled, leaving only faint imprints in the soil. A distant tree line and the edge of a wooden fence appear at the horizon, with no trace of the player or ball remaining. The lighting remains consistent, but the scene has shifted entirely to an empty expanse of field under overcast skies.",
+          "The camera begins to crane upward, rising steadily from the ground-level view of the damp grass toward the open sky. As it ascends, the blurred outlines of the field’s perimeter come into focus—yellow boundary markers and a weathered goalpost frame the edges. The light brightens slightly, revealing patches of sunlight breaking through the cloud cover above.",
+          "The camera completes its upward motion and stabilizes at a mid-height angle, re-establishing the original action area with the player in black leggings and orange cleats dribbling the white soccer ball across the grassy field. The ball rolls smoothly beneath their feet, and the surrounding environment—green turf, distant trees, and soft daylight—is clearly visible once again."
+        ]
+      }
+    },
+    "original_task_id": "a00787_00142",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00816_01530_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00816_01530.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Hands adjust wooden track pieces, connecting a curved ramp section to support blocks on a white surface.",
+          "The camera cranes upward, revealing more of the white tabletop and the textured beige wall above, as hands adjust a wooden track piece with grooved curves, connecting it to support blocks beneath.",
+          "The camera continues its upward crane, now showing only the upper portion of the wall and a sliver of the table's edge, with the wooden track and hands entirely out of frame, leaving a blank expanse of wall and surface.",
+          "The camera begins descending slowly, gliding downward past the pale wall and catching glimpses of the table’s corner and the light wood grain near the edge, preparing to reframe the scene.",
+          "The camera completes its descent, returning to the original height and angle, now clearly capturing the fully assembled wooden track with hands securing the curved ramp section atop support blocks on the white surface."
+        ]
+      }
+    },
+    "original_task_id": "a00816_01530",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00726_00866_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00726_00866.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A roller coaster train ascends a curved track, tilting upward as it approaches the peak of a loop, with riders visible in white cars secured by restraints.",
+          "The camera pans left, revealing the intricate black steel framework of the roller coaster's loop as it curves upward into the sky, with the white cars of the train now ascending the track and riders leaning back in their seats. Sunlight glints off the polished metal supports, while green foliage frames the lower left edge of the shot, and the red \"Metro Rail\" sign remains visible on the station platform to the far left.",
+          "The camera continues panning left, shifting focus entirely away from the roller coaster structure and now capturing a wide expanse of lush green trees under a bright blue sky dotted with fluffy clouds. A distant lamppost with a red-topped lantern stands near a blue banner marked “IRON,” and the concrete support columns of a nearby bridge come into view, but no trace of the roller coaster or its riders remains in frame.",
+          "The camera pans right, moving steadily across the park landscape, bringing into view the curved silhouette of the roller coaster’s track again, now seen from a slightly lower angle. The white cars are visible mid-loop, tilted upward as they crest the arc, with passengers' arms raised against the backdrop of dense treetops and a pale sky. The red lettering of the ride’s name is partially visible atop the structure.",
+          "The camera completes its pan right, re-establishing the original scene with the full spiral loop of the roller coaster centered in frame, the white train now nearing the top of the curve with riders secured by black restraints. The surrounding greenery, concrete supports, and red \"Metro Rail\" signage are all clearly visible once more, anchoring the action within the familiar amusement park environment."
+        ]
+      }
+    },
+    "original_task_id": "a00726_00866",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00800_00743_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00800_00743.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person uses an orange leaf blower to blow dry leaves off white steps with green treads, moving the blower back and forth across each step.",
+          "The camera pans right, revealing more of the white-painted staircase with green treads as the orange leaf blower sweeps across the lower steps, sending dry brown leaves skittering into the sunlight. The person’s gloved hand grips the blower firmly, their dark jacket contrasting against the bright autumn light reflecting off the clean surface of the steps. A coiled green power cord snakes upward along the stairs, anchored near a white planter at the top landing.",
+          "The camera continues panning right, moving beyond the staircase to show a patch of grass and a section of lattice fencing under dappled shade, where the leaf blower and its operator are now completely out of frame. Sunlight filters through bare tree branches, casting long shadows on the ground, while fallen leaves scatter across the lawn. The scene is quiet, devoid of mechanical hum or human presence, focusing instead on the stillness of the yard's edge.",
+          "The camera pans left, gliding past the lattice fence and returning toward the house, capturing the sunlit corner of the porch where the green hose lies coiled near the base of the steps. A few stray leaves drift in the breeze, and the white railing begins to reappear in the periphery, signaling the approach back to the original action area.",
+          "The camera completes its pan left, re-establishing the full view of the white staircase with green treads, now mostly cleared of leaves except for scattered patches. The orange leaf blower rests on the third step, its nozzle pointed downward, while the operator stands nearby, adjusting the cord. Bright sunlight illuminates the cleaned steps, highlighting the contrast between the tidy surface and the remaining debris at the bottom."
+        ]
+      }
+    },
+    "original_task_id": "a00800_00743",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00820_00450_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00820_00450.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black race car with \"VIAGRA\" branding speeds along a curved track, navigating a turn while maintaining high velocity, its tires gripping the asphalt as it leans into the bend.",
+          "The camera tracks left along the outer edge of the racetrack, following the black race car as it leans into the turn with its tires gripping the asphalt; the yellow safety barriers and red-and-white curbing come into sharp focus beneath a bright midday sun.",
+          "The camera continues tracking left past the final curve, now showing only the empty stretch of gray pavement and the metal fencing beyond, with no trace of the race car visible—only distant grandstands and a lone track worker in high-visibility gear near the pit lane entrance remain in frame.",
+          "The camera begins tracking right across the infield, passing over the concrete apron and chain-link fence, capturing the shadowed underside of the elevated bridge structure and the blurred motion of a maintenance vehicle below.",
+          "The camera completes its return movement, tracking right to reframe the curved section of the track where the black \"VIAGRA\" race car reappears, speeding through the bend with its rear spoiler flaring in the wind, the white line on the asphalt glowing under direct sunlight."
+        ]
+      }
+    },
+    "original_task_id": "a00820_00450",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00817_01487_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00817_01487.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A fishing line with a white disc lure is pulled through clear, shallow water over a rocky, algae-covered riverbed, creating ripples and disturbances as it moves.",
+          "The camera tilts upward, revealing the sunlit surface of the water where ripples distort the reflection of surrounding foliage, while the white disc lure glints briefly before disappearing beneath the shimmering green layer.",
+          "The camera continues its upward tilt, now capturing only the dappled canopy above and the bright sky through the trees, with the riverbed and fishing line entirely out of frame, replaced by a mosaic of sunlight and leaf shadows.",
+          "The camera begins to tilt downward, descending past the dense tree branches into the dimmer underlayer of the forest, where glimpses of moss-covered rocks and trickling water hint at the return to the aquatic scene below.",
+          "The camera completes its downward tilt, re-establishing the clear, shallow riverbed beneath the surface, where the white disc lure rests gently on the algae-dotted stones, still tethered to the fishing line and surrounded by swirling ripples."
+        ]
+      }
+    },
+    "original_task_id": "a00817_01487",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00836_00096_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00836_00096.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Car tire rolls forward, crushing colorful balls one by one, flattening them under pressure as it moves across the concrete surface.",
+          "The camera arcs clockwise, gradually shifting focus from the tire's tread pattern to the cracked concrete surface beneath, where fragments of flattened pink and green balls lie scattered near the wheel’s edge.",
+          "The camera continues its clockwise arc, now capturing only the expanse of weathered pavement and a distant white wall, with no trace of the car or crushed toys remaining in frame.",
+          "The camera begins an arcing counterclockwise motion, sweeping past the gray concrete floor and revealing a glimpse of the vehicle’s undercarriage before slowly reorienting toward the original scene.",
+          "The camera completes its counterclockwise arc, settling back on the tire resting atop the remnants of the colorful balls, with the flattened pink and green pieces clearly visible against the stained concrete."
+        ]
+      }
+    },
+    "original_task_id": "a00836_00096",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00820_02717_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00820_02717.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Race cars navigate a sweeping right-hand turn on an asphalt track, closely following each other with visible tire marks and blue-and-yellow curbs along the edge.",
+          "The camera tracks left along the outer edge of the track, following the sweeping curve as the race cars navigate the right-hand turn with tires gripping the asphalt; blue-and-yellow curbs line the edge, and tire marks streak across the surface under bright sunlight.",
+          "The camera continues tracking left, moving beyond the final bend into a wide grassy embankment where only the distant guardrails and a red advertising banner remain visible, the racing action now entirely out of frame.",
+          "The camera begins tracking right, gliding over the dry, sunlit infield toward the track’s inner apron, passing a stack of black tire barriers and a partially shaded section of asphalt near the pit lane entrance.",
+          "The camera completes its return motion, re-establishing the original viewpoint overlooking the sweeping right-hand turn where the race cars reappear in formation, their rear spoilers slicing through the air as they follow the curving asphalt lined with blue-and-yellow curbs."
+        ]
+      }
+    },
+    "original_task_id": "a00820_02717",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00873_01419_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00873_01419.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Hands rub together, releasing a cloud of fine golden dust into the air, particles swirling upward in slow motion against a blurred earthy background.",
+          "The camera tilts upward, following the golden dust particles as they rise into the warm sunlight, revealing a faint shimmer against the dry, cracked earth below.",
+          "The camera continues its upward tilt, now framing only the hazy sky and distant horizon where the dust has fully dispersed, leaving no trace of the hands or ground beneath.",
+          "The camera begins to tilt downward, capturing the soft glow of late afternoon light filtering through drifting dust motes above a barren field.",
+          "The camera completes its descent, repositioning to show the hands once again cupped together, dust swirling between them against the blurred earthy terrain."
+        ]
+      }
+    },
+    "original_task_id": "a00873_01419",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00820_02171_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00820_02171.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A rally car speeds around a curved asphalt road, its rear tires kicking up dust as it navigates the turn with precision, showcasing dynamic motion and high-speed handling.",
+          "The camera orbits clockwise, smoothly tracking the rally car as it powers through the sweeping curve of the asphalt road, its rear tires sending up a plume of dust that catches the golden afternoon light. The rugged terrain surrounding the track—dry grasses, scattered shrubs, and distant trees—frames the dynamic motion of the Ford Fiesta WRC with Red Bull livery, emphasizing the contrast between the engineered precision of the vehicle and the untamed landscape.",
+          "The camera continues its clockwise orbit, now fully displaced from the original action area, revealing a wide expanse of sun-baked fields and low hills where the road vanishes into the horizon. A lone red-berried bush stands in sharp relief against the muted earth tones, and the absence of any vehicle highlights the serene stillness of the rural setting, untouched by the earlier high-speed drama.",
+          "The camera begins to orbit counterclockwise, gradually shifting focus back toward the winding road, capturing the edge of the asphalt as it curves gently through the dry meadow under soft sunlight. The white lane markings reappear in the frame, leading the eye toward the approaching bend where the natural contours of the land meet the engineered path.",
+          "The camera completes its counterclockwise orbit, re-establishing the original viewpoint with the rally car now visible again as it enters the curve at speed, its rear spoiler flaring in the breeze and kicking up dust along the roadside verge. The familiar scene—the curved road, the green-and-brown scrubland, and the distant treeline—is restored, framing the car’s powerful motion once more."
+        ]
+      }
+    },
+    "original_task_id": "a00820_02171",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00863_00430_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00863_00430.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Yellow star-patterned marbles roll down a curved wooden ramp and scatter across a white surface, colliding with other marbles in a dynamic cascade of motion.",
+          "The camera tracks right, following the trajectory of a yellow star-patterned marble as it rolls down the curved wooden ramp and joins the cluster on the white surface, where reflections shimmer under bright lighting.",
+          "The camera continues tracking right, moving beyond the wooden structure and revealing only the edge of the white surface and a row of light wood blocks, with no marbles or ramp visible in the frame.",
+          "The camera tracks left, passing over the smooth grain of the wooden ramp’s side and briefly capturing the corner where the ramp meets the base, now illuminated by soft overhead light.",
+          "The camera completes its return track to the left, repositioning over the original action area where yellow star-patterned marbles continue to scatter across the white surface, colliding dynamically beneath consistent lighting."
+        ]
+      }
+    },
+    "original_task_id": "a00863_00430",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00910_00102_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00910_00102.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A scooter rider approaches a ramp, attempts a trick mid-air, loses balance, and falls forward onto the ramp surface, sliding down while the scooter tumbles beside him.",
+          "The camera orbits clockwise around the ramp, capturing the scooter rider’s approach and mid-air attempt as the brown surface of the Skatelite ramp curves sharply beneath him, with the waterway and distant buildings reflecting under overcast skies.",
+          "The camera continues its clockwise orbit, moving beyond the edge of the ramp to reveal the adjacent dock area where a green cooler sits beside a white railing, while the original action zone disappears from view, replaced by the calm water and a passing boat.",
+          "The camera begins its counterclockwise orbit, sweeping past the metal railings and sponsor banners displaying \"James Henley\" and \"R&W,\" now showing the opposite side of the ramp structure with the sky’s muted clouds stretching above.",
+          "The camera completes its counterclockwise arc, repositioning to show the full ramp again, including the fallen rider lying motionless on the smooth brown surface with his scooter nearby, the water and distant skyline framing the scene once more."
+        ]
+      }
+    },
+    "original_task_id": "a00910_00102",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00910_00383_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00910_00383.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A man runs toward a concrete ledge, leaps onto it, balances briefly, then jumps off while extending his arms and legs dynamically, landing smoothly on the ground in a controlled motion.",
+          "The camera tilts upward, following the man’s leap onto the concrete ledge, capturing the expanse of the overcast sky and power lines above as he extends his arms mid-air.",
+          "The camera continues its upward tilt, now framing only the pale sky and distant treetops beyond the park fence, with the skatepark entirely displaced from view.",
+          "The camera tilts downward, revealing the sloped edge of the concrete structure and the wet pavement below, where the man lands with controlled momentum.",
+          "The camera completes its downward tilt, re-establishing the full skatepark scene with the man standing on the ground, the metal fence, and scattered park-goers visible in the background."
+        ]
+      }
+    },
+    "original_task_id": "a00910_00383",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00910_00856_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00910_00856.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skateboarder rides along a ledge, crouches low, then pops the board upward to launch off the edge, extending arms for balance as they descend toward a lower level.",
+          "The camera pans left, following the skateboarder as they ride along the concrete ledge beside the beige wall with horizontal vents and a \"No Skateboarding\" sign, capturing the moment they crouch low before launching off the edge.",
+          "The camera continues panning left, now showing only the yellow dumpster marked \"ULTRA 109\" and the metal railing of the lower level, with no trace of the original ledge or skater in frame.",
+          "The camera pans right, gliding past the dumpster’s rusted edges and the cracked asphalt parking lot, revealing the base of the ramp where the skater lands, their board’s pink wheels visible against the dark pavement.",
+          "The camera completes its pan right, repositioning to show the full view of the ledge, the warning sign, and the skater riding smoothly away from the drop-off point, the scene restored to its initial spatial context."
+        ]
+      }
+    },
+    "original_task_id": "a00910_00856",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00787_00493_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person wearing black pants and white sneakers juggles a colorful soccer ball on a concrete patio. They repeatedly kick the ball upward, executing freestyle maneuvers by circling their leg around the ball while maintaining control with their feet.",
+          "The camera tilts downward, and the frame captures the rough texture of the concrete patio as the player's white sneakers slip into the lower edge.",
+          "The camera continues its downward tilt, and the view settles entirely on a cluster of dry leaves and cracked paving stones, leaving the original playing space completely out of sight.",
+          "The camera initiates an upward tilt, and the composition gradually reveals the dark wooden gate and the lower section of the brick wall.",
+          "The camera finishes tilting upward, and the shot fully re-establishes the original patio area where the performer in black pants controls the colorful soccer ball."
+        ]
+      }
+    },
+    "original_task_id": "a00787_00493",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00092_00591_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A female tennis player runs across a blue court, swinging her racquet to strike a yellow tennis ball with forehand and backhand strokes.",
+          "The camera orbits counterclockwise along the outer edge of the playing surface, and the frame captures the athlete's rapid footwork alongside a bright yellow tennis ball suspended over the deep blue hardcourt.",
+          "The camera continues its counterclockwise arc toward the spectator stands, and the view reveals only a section of empty stadium seating and a row of sponsor banners while the court remains entirely absent.",
+          "The camera shifts into a clockwise orbital path to sweep back toward the competition zone, and the lens frames the lower tier of concrete bleachers plus the shadowed umpire's chair during the return trajectory.",
+          "The camera completes its clockwise rotation and settles back into the initial vantage point, and the shot clearly shows the female tennis player tracking the bouncing yellow ball near the white baseline to fully restore the original match scene."
+        ]
+      }
+    },
+    "original_task_id": "a00092_00591",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00364_01737_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Numerous white, oblong pills fall rapidly onto a dark green surface, tumbling and bouncing off each other as they scatter across the frame.",
+          "The camera begins a deliberate and steady crane up motion, ascending vertically from its original low-angle setup as the motorized rig smoothly elevates the lens higher into the studio ceiling structure, gradually increasing altitude while keeping the optical axis perfectly parallel to the floor below, ensuring the mechanical transition remains fluid and free of sudden jerks or lateral drift; visible within the slowly receding frame are the scattered white oblong pills resting on the dark green acrylic surface, their uniform shapes catching the cool directional lighting as they lie in disorganized clusters across the reflective material, creating a stark visual contrast between the bright medication and the deep emerald background while tiny ambient dust motes drift through the illuminated space, revealing scattered fragments and microscopic imperfections on the glossy tabletop that catch the ambient glow as the perspective shifts upward.",
+          "The camera continues its consistent crane up trajectory, climbing steadily higher as the hydraulic mount extends further into the overhead rigging, maintaining a smooth vertical pace that systematically distances the viewpoint from the initial staging zone while preserving a perfectly level horizon throughout the extended ascent, with the servo motors humming quietly to guarantee a frictionless rise that avoids any rotational sway or focal instability; visible within the completely displaced frame are the upper studio trusses and heavy black lighting grids suspended from the ceiling, their industrial metal frameworks casting long geometric shadows against the matte white backdrop as the lens captures only the elevated architectural elements and distant ventilation ducts, completely excluding the original tabletop area from sight while highlighting the stark contrast between the suspended equipment and the empty atmospheric space above.",
+          "The camera initiates a controlled crane down motion, descending smoothly from its elevated position as the motorized lift lowers the entire optical assembly back toward the primary staging level, gradually reducing altitude while keeping the lens perfectly stabilized to prevent any unwanted oscillation or focal hunting during the vertical drop; visible within the slowly returning frame are the upper edges of the dark green acrylic surface and the blurred periphery of scattered white oblong pills, their matte textures gradually coming back into focus as the descending viewpoint reintroduces the glossy emerald backdrop and catches the cool directional lighting that reflects off the curved pharmaceutical shapes, hinting at the original composition without yet fully revealing the complete arrangement, while faint ambient haze lingers in the air to soften the hard edges of the studio rigging above.",
+          "The camera completes its final crane down movement, settling precisely back into the original low-angle position as the hydraulic system halts the descent, locking the lens securely at the initial focal height to guarantee a seamless visual return that matches the starting composition without any lateral offset or framing drift, with the internal gimbal making micro-adjustments to ensure absolute stillness once the mechanical travel reaches its designated endpoint; visible within the fully re-established frame are the numerous white oblong pills scattered across the dark green polished surface, their matte textures resting in a chaotic yet static arrangement as the overhead studio lights cast soft, elongated shadows across the glossy emerald backdrop, clearly displaying the complete pharmaceutical spread and confirming that the main scene has been successfully restored to its original viewing perspective."
+        ]
+      }
+    },
+    "original_task_id": "a00364_01737",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00098_00483_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person tilts a small glass bowl to pour raw egg yolks into a larger clear glass pie dish that already contains cracked eggs on a wooden table.",
+          "The camera pans left across the polished kitchen workspace, deliberately shifting the viewer's perspective toward the adjacent preparation zone while maintaining a steady horizontal trajectory, revealing the textured surface of the light pine countertop where faint traces of scattered flour dust catch the bright overhead lighting, creating soft highlights along the natural wood grain while the edge of the person's dark cotton apron remains partially visible as they continue to stabilize the small glass bowl, and the clean white subway tile backsplash alongside a glimpse of a stainless steel utensil holder gradually comes into view to establish a broader culinary context without interrupting the ongoing egg-yolk transfer process that remains just outside the central focus as the ambient daylight softly illuminates the surrounding cabinets and the smooth ceramic handles reflect the gentle room temperature to add spatial depth to the frame.",
+          "The camera continues to pan left across the organized kitchen environment, steadily carrying the frame away from the central workspace until the original egg-pouring action area is completely displaced from view, revealing a quiet corner of the room where a neatly folded woven checkered towel hangs from a brushed nickel cabinet handle, while soft diffused daylight filters through a nearby window to illuminate a stack of pristine ceramic mixing bowls and a sleek gray marble cutting board resting against the wall, emphasizing the clean minimalist layout of the culinary space as the quiet stillness of this secondary zone contrasts with the active cooking area and the polished stone surfaces reflect the cool morning air to provide a tranquil visual pause that highlights the thoughtful organization of the entire room.",
+          "The camera begins to pan right across the expansive kitchen countertop, deliberately reversing its previous trajectory and initiating a steady horizontal return that gradually retraces the path across the room, revealing the textured edge of the light pine surface where faint traces of scattered flour dust and the person's dark apron sleeve reappear as the lens steadily moves toward the central cooking station, while the consistent overhead lighting casts gentle warm shadows across the white subway tile backsplash and the polished metal faucet alongside a glimpse of a stainless steel sink gradually emerges from the periphery to smoothly reconnect the peripheral preparation zone with the main workspace as the rhythmic shift in perspective restores the spatial continuity of the room and the familiar arrangement of cooking tools slowly regains prominence to bridge the gap between the quiet corner and the bustling preparation zone.",
+          "The camera completes its deliberate pan right across the sturdy wooden table, smoothly finishing the horizontal return movement and successfully re-establishing the original viewpoint with precise framing, revealing the large clear glass pie dish resting centrally on the surface now containing several intact egg whites and freshly poured golden yolks that glisten under the bright overhead kitchen lighting, while the person's hands remain steadily poised above the small glass bowl as they complete the pouring process and the natural wood grain of the table alongside the clean white cabinetry in the background provides a familiar context, firmly locking the frame back onto the primary culinary action to capture the final state of the ingredient preparation with crisp detail as the warm glow of the pendant fixtures enhances the rich amber tones of the eggs and the transparent glass rim catches subtle reflections from the surrounding appliances to anchor the viewer's gaze on the completed step."
+        ]
+      }
+    },
+    "original_task_id": "a00098_00483",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00872_01459_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "High-velocity impacts strike a standing concrete block, violently shattering its surface and launching clouds of dust and jagged fragments into the surrounding air.",
+          "The camera initiates a smooth downward tilt that gradually shifts the viewing angle away from the central impact zone while maintaining precise mechanical tracking across the sunlit outdoor testing facility, and the weathered steel support table quickly dominates the lower frame to reveal an accumulation of jagged concrete fragments, fine gray powder, and shattered masonry debris scattered across the bright daylight-bleached surface while distant tree lines remain softly out of focus in the background, with suspended dust particles catching the intense natural illumination to highlight the stark difference between the calm surrounding landscape and the violent fragmentation happening just beyond the upper edge.",
+          "The camera continues its deliberate downward sweep, smoothly lowering the optical axis past the base of the plywood backing until the primary testing platform completely vanishes from the upper boundary, and the ground-level foundation immediately commands the entire visual field to showcase compacted soil, darkened metal crossbeams, and a dense cluster of dried weeds alongside scattered gravel that catch the harsh midday shadows, while bright sunlight filters through overhanging foliage to cast dappled patterns across the uneven terrain, with fine particulate matter occasionally drifting into view to settle quietly on the rough earth below, thereby isolating the viewer from the shattered concrete block.",
+          "The camera reverses its trajectory with a gradual upward tilt, steadily lifting the viewing angle away from the static terrain and beginning its controlled return journey toward the main apparatus, and the weathered plywood backdrop smoothly re-enters the shot to display subtle scuff marks and fresh impact splatters that contrast sharply with the untouched wooden grain while intense sunlight continues to wash over the scene from the upper left, illuminating heavy steel rigging and highlighting the metallic sheen of the mounting brackets that secure the assembly, with lingering clouds of fine gray dust still hanging in the air.",
+          "The camera completes its upward tilt, perfectly realigning with the original vantage point to clearly reveal the aftermath of the high-velocity impact against the standing concrete block, and the central masonry specimen now stands heavily fractured within the re-established frame to show its upper section completely sheared away and jagged concrete edges exposed to the bright outdoor lighting while a thick haze of residual dust continues to billow around the shattered remnants and slowly settles onto the steel table where countless sharp fragments have accumulated, restoring the initial testing configuration."
+        ]
+      }
+    },
+    "original_task_id": "a00872_01459",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00403_01394_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Large shards of white glass explode outward and upward from a central filament, scattering through the dark air in slow motion as a lightbulb shatters.",
+          "The camera initiates a deliberate counterclockwise arc that steadily sweeps around the shadowed filming rig, maintaining a consistent lateral velocity as it orbits the central explosion zone while carefully avoiding any sudden jolts or directional shifts, and the frame reveals numerous jagged shards of tempered white glass hanging suspended in the heavy atmosphere, their fractured edges catching the faint studio spill light as they hover directly above the untouched brass socket and dark reflective surface, emphasizing the delicate balance of the debris field while highlighting the stark contrast between the luminous material and the surrounding void, ultimately establishing a dynamic lateral perspective that isolates the shattering sequence against the pitch-black backdrop where the slow rotational drift accentuates the intricate choreography of the airborne fragments, creating a visually striking tableau that underscores the fragility of the transparent medium.",
+          "The camera continues its established counterclockwise arc, maintaining the exact rotational speed and lateral trajectory as it swings fully around the peripheral boundaries of the soundstage without decelerating or altering its horizontal plane, and the composition completely excludes the original shattering zone, replacing the central debris field with a sweeping view of the unlit velvet background curtains, scattered steel rigging cables, and matte black floor panels that line the outer perimeter, where soft ambient reflections dance across the polished studio equipment while distant safety barriers and coiled power lines dominate the frame, establishing a fully displaced perspective that isolates the surrounding infrastructure from the initial explosive event and emphasizes the vast emptiness of the adjacent workspace, revealing the meticulous organization of the production environment beyond the immediate blast radius.",
+          "The camera reverses its previous trajectory by initiating a smooth clockwise arc, matching the original rotational speed as it begins its deliberate return journey across the soundstage floor without introducing any vertical adjustments or lateral drifts, and the frame slowly reintroduces the periphery of the controlled environment, capturing the subtle interplay of studio spill light against the settling debris field as the scattered glass fragments drift downward toward the base, where hints of the fractured white material reappear along the edges of the composition, suspended against the deep shadows, while the dark reflective surface begins to reclaim its presence in the lower quadrant, signaling the approach toward the initial vantage point and reorienting the viewer toward the concentrated cluster of airborne particles, which continue their slow-motion descent through the dimly lit atmosphere without disrupting the steady tracking.",
+          "The camera completes its clockwise arc by decelerating smoothly into the original frontal alignment, locking precisely onto the initial vantage point to restore the established compositional framework without any residual drift or angular deviation, and the shot fully re-establishes the original action area, clearly displaying the shattered glass bulb remnants that have settled across the dark reflective table, alongside the exposed central tungsten filament and sturdy metallic socket base, where lingering fragments of white glass rest motionless against the black surface, catching the focused illumination, while the remaining airborne dust particles slowly dissipate into the surrounding darkness, marking the definitive conclusion of the explosive sequence and returning complete visual focus to the central subject, which now sits quietly amidst the scattered debris under the steady studio lighting conditions."
+        ]
+      }
+    },
+    "original_task_id": "a00403_01394",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00207_02059_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A large hydraulic press ram descends rapidly onto a black Nikon camera, violently crushing the device as the metal body buckles, fragments scatter, and the object is compressed flat against the base.",
+          "The camera begins a deliberate crane upward movement, lifting the viewer's perspective away from the immediate contact point to reveal the towering height of the massive hydraulic press as the heavy steel ram descends relentlessly onto the black Nikon camera. The frame encompasses the gritty atmosphere of the industrial workshop, showing the scattered metallic debris from past experiments on the stained workbench and the blurry green machinery in the background marked with yellow high-voltage warnings, while the central focus remains on the structural integrity of the camera body as it begins to buckle under the immense weight, capturing the precise moment before total collapse as dust particles float in the air around the crushing zone, highlighting the violent interaction between the soft plastic and the hard steel.",
+          "The camera continues its upward trajectory, rising higher until the base of the press and the crushed Nikon are entirely excluded from the view, leaving only the upper portion of the polished steel cylinder and the dark, industrial ceiling in frame. This elevated angle highlights the sheer scale of the machinery, capturing the texture of the metal piston and the dim overhead lighting that casts long shadows across the upper workshop area, effectively isolating the mechanism from the destruction below and creating a sense of ominous scale as the action area disappears completely from sight, replaced by the silent, looming presence of the press's upper structure and the distant, shadowy rafters of the factory roof, emphasizing the industrial setting.",
+          "The camera shifts its motion to a steady crane downward, beginning the return journey as it glides past the upper mechanisms of the press and brings the green metal walls of the workshop back into clearer focus. As the view descends, the frame reveals more of the surrounding environment, including the heavy cables and the worn surface of the workbench, slowly guiding the eye back toward the center of action where the aftermath awaits, while the reflection of the workshop lights dances off the smooth, cylindrical surface of the hydraulic ram moving back into position, bridging the gap between the high angle and the ground-level destruction with a smooth, continuous vertical motion that reorients the viewer towards the workbench.",
+          "The camera completes its downward crane to re-establish the original viewpoint, bringing the destroyed Nikon camera and the silver metal base back into full view to showcase the final result of the compression. The frame clearly displays the mangled remains of the black camera body, now flattened into a thin layer of twisted metal, plastic shards, and internal components scattered across the base, with the blue camera strap lying limp amidst the debris, confirming the total annihilation of the object by the powerful hydraulic press in the center of the frame, offering a stark contrast between the pristine machine at the start and the wreckage at the end, illuminated by the harsh workshop lights that glint off the shattered fragments."
+        ]
+      }
+    },
+    "original_task_id": "a00207_02059",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00669_00267_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire rolls off a wooden ramp and slowly drives over a halved watermelon, smashing it into red pulp, before continuing forward to crush a second watermelon half.",
+          "The camera initiates a slow pan to the right, gradually shifting the frame away from the immediate destruction of the fruit. As the perspective moves, the rough texture of the gray asphalt dominates the lower foreground, scattered with tiny flecks of red watermelon seeds and juice. The silver alloy wheel and the black rubber tire tread begin to slide toward the left edge, while the wooden ramp with its yellow 'Experiments & Life Hacks' sticker becomes more central, bathed in the bright afternoon sunlight.",
+          "The camera continues its steady pan to the right, pushing the vehicle and the crushed watermelon completely out of the frame. The view is now occupied solely by the empty stretch of road surface, highlighting the contrast between the dark tire tracks and the lighter, sun-bleached patches of the pavement. In the background, the yellow and white curb runs parallel to the road, separating the asphalt from a strip of green grass that glows under the natural lighting, ensuring the original action area is entirely obscured.",
+          "The camera reverses its direction and begins a smooth pan to the left, retracing its path across the scene. The empty road and the distant curb slide out of view to the right, replaced by the encroaching shadow of the vehicle's undercarriage. The dark silhouette of the car's body starts to fill the upper portion of the frame, and the edge of the wooden ramp begins to reappear on the right side, signaling the return to the site of the impact.",
+          "The camera completes its pan to the left, fully re-establishing the original viewpoint of the experiment. The scene is now dominated by the aftermath, where the car tire rests flat on the asphalt, having completely pulverized the green watermelon into a vibrant spread of red pulp and rind fragments. The wooden ramp stands stationary nearby, and the scattered debris from the initial crush is visible around the flattened fruit, confirming the final state of the object after the heavy vehicle passed over it."
+        ]
+      }
+    },
+    "original_task_id": "a00669_00267",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00455_00488_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A raw egg is cracked into a small glass bowl, and then a spoon slides underneath the yellow yolk to lift it out, separating it from the clear egg white.",
+          "The camera initiates a slow, deliberate tilt upward, steadily raising its optical axis away from the pristine preparation surface while the metal spoon continues its careful maneuver beneath the fragile yellow center, and the frame smoothly transitions to reveal the upper wooden shelves of the nearby bookcase, where rows of tightly aligned hardcover volumes, a few leaning reference manuals, and a small framed photograph catch the gentle morning sunlight streaming through the sheer white curtains, creating a warm and scholarly atmosphere that gradually fills the visual field as the perspective shifts higher.",
+          "The camera maintains its continuous upward tilt, further elevating the viewing perspective until the original workspace completely vanishes from the lower boundary of the composition, and the frame now exclusively showcases the tall ceiling architecture, featuring ornate plaster crown molding, a vintage brass chandelier with frosted glass shades, and a cluster of recessed lighting fixtures that emit a soft, ambient glow over the quiet interior space, entirely displacing any visual connection to the countertop or culinary ingredients below.",
+          "The camera begins a steady, controlled tilt downward, reversing its previous trajectory and smoothly lowering the line of sight back toward the central workspace while the surrounding architectural elements gradually slide out of the upper frame, and the viewer starts to glimpse the middle section of the room where a polished brass desk lamp, a neat stack of handwritten journals, and a ceramic tea cup come into view under the consistent, even illumination that brightens the domestic setting.",
+          "The camera completes its smooth tilt downward, firmly re-establishing the original eye-level perspective while seamlessly returning the focus to the immediate preparation zone where the separation process has just concluded, and the viewer clearly observes the fluted glass ramekin resting on the clean white table, now holding only the translucent egg white while the separated golden yolk rests securely on the spoon just above the rim, all illuminated by the same crisp directional sunlight that highlights the delicate textures."
+        ]
+      }
+    },
+    "original_task_id": "a00455_00488",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00000_00698_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hammer strikes a red ceramic piggy bank, shattering it into large fragments while coins burst outwards and scatter across the reflective surface in slow motion.",
+          "The camera cranes upward slowly, shifting the perspective to show more of the stark white background while the fragmented red ceramic pieces and gleaming coins remain visible on the reflective table.",
+          "The camera continues its upward crane movement until the original action area is fully displaced, leaving only the bright studio ceiling lights and empty white space in the frame.",
+          "The camera cranes downward steadily, returning the view toward the scene as the scattered coins and large ceramic fragments reappear in the lower portion of the shot.",
+          "The camera completes its downward crane motion to re-establish the original viewpoint, clearly showing the destroyed red piggy bank and the hammer resting among the debris on the glossy surface."
+        ]
+      }
+    },
+    "original_task_id": "a00000_00698",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00237_00717_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A red and white ceramic object falls onto the rotating metal teeth of a shredder. The blades catch and crush the item, tearing it into small fragments that are pulled downward.",
+          "The camera pans left, and the frame shifts away from the crushing mechanism to capture the sunlit grass and thick oak bark beside the blue housing.",
+          "The camera continues panning left, and the view now displays only the dappled forest floor and scattered leaves while the original shredder area remains completely out of sight.",
+          "The camera pans right, and the scenery returns to show the edge of the bright blue container alongside patches of dry soil and green turf.",
+          "The camera finishes panning right, and the shot re-centers on the open hopper to clearly display the stationary steel teeth and remaining white ceramic fragments inside the blue frame."
+        ]
+      }
+    },
+    "original_task_id": "a00237_00717",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00097_00353_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A shovel repeatedly plunges into dark, churning water, striking and shattering the edge of a thick sheet of ice. The tool breaks apart the frozen surface, sending shards into the rippling liquid below.",
+          "The camera initiates a smooth lateral tracking movement to the left, drifting steadily away from the focal point where the dark metal blade of the shovel is repeatedly plunging into the churning liquid to fracture the thick, opaque sheet of ice. As the perspective glides along the frozen perimeter, the view highlights the intricate texture of the solid ice surface, showcasing a network of fine stress cracks radiating from the impact zone and a scattering of sharp, white shards that have been torn loose by the force of the strikes, while the deep blue hue of the open water continues to roil violently against the remaining solid boundary, emphasizing the stark contrast between the fluid motion of the current and the rigid structure of the frozen barrier, with the wooden handle of the tool still visible near the top of the frame as it guides the heavy implement through the resistant slush and displaced chunks of frost.",
+          "The camera continues its consistent tracking trajectory to the left, fully displacing the original scene of the ice-breaking action from the frame and revealing a broader expanse of the frozen shoreline where the water remains calm and unbroken, offering a momentary respite from the mechanical disruption. The lens now focuses on a section of the thick ice sheet that extends uninterrupted toward the edge of the water, displaying a smooth, pale gray surface marred only by subtle ridges and the faint imprint of previous water levels, while the dark liquid is relegated to the periphery of the shot, appearing still and glassy compared to the turbulent area previously observed, and a few dry, leafless branches protrude from the right side of the frame, suggesting the proximity of the riverbank or a vegetated embankment beyond the immediate zone of impact, with the lighting casting long, soft shadows across the uneven texture of the ice that hint at the low angle of the winter sun.",
+          "The camera reverses its direction and begins a steady tracking movement to the right, retracing the path along the ice edge to return toward the source of the disturbance, bringing the smooth, unbroken expanse of the frozen surface back into motion as the lens shifts away from the quiet shoreline. As the frame slides rightward, the pale gray texture of the ice passes by quickly, revealing the gradual transition back toward the area where the water meets the frozen barrier, with the dark liquid beginning to reappear in the lower portion of the shot, its surface still calm but hinting at the proximity of the churning current, and the dry branches that were previously prominent start to drift out of view as the camera anticipates the re-emergence of the main activity, while the natural light reflects off the subtle undulations in the ice, creating a shimmering effect that contrasts with the duller tones of the surrounding environment.",
+          "The camera completes its return trajectory to the right, successfully re-establishing the original viewpoint and bringing the intense action back into clear focus as the dark metal blade of the shovel comes into frame, once again plunging into the turbulent water to shatter the edge of the thick ice sheet with forceful precision. The frame now clearly displays the chaotic interaction between the tool and the frozen barrier, with fresh shards of white ice being driven into the rippling dark liquid, creating splashes and concentric waves that disturb the surface, while the wooden handle of the shovel is visible being manipulated by an unseen operator, and the jagged boundary between the solid and liquid states is highlighted once more, emphasizing the ongoing effort to break through the resilient winter formation, with the deep blue color of the churning water providing a vivid backdrop to the stark white fragments that float amidst the swirling current."
+        ]
+      }
+    },
+    "original_task_id": "a00097_00353",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00513_00452_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A head of cabbage resting on a mound of dry earth suddenly detonates, bursting outward in a brilliant flash that shatters the vegetable into flying green fragments and a cloud of dust.",
+          "The camera initiates a steady counterclockwise orbital sweep around the barren terrain, executing a carefully choreographed lateral drift that pushes the viewing angle outward while preserving a consistent focal depth and smooth rotational momentum across the wide-angle lens as it tracks the horizon line, and this sweeping maneuver captures the pristine green cabbage perched precariously on the jagged ridge of desiccated earth just as a sudden luminous flare erupts from its core, illuminating the intricate veining of its outer leaves and scattering crisp geometric shadows across the sun-baked dirt while the endless cerulean backdrop remains completely unbroken, offering a stark contrast to the organic textures below and emphasizing the quiet stillness of the moment before the impending detonation transforms the tranquil agricultural subject into a chaotic spectacle of light and debris.",
+          "The camera continues its uninterrupted counterclockwise trajectory along the elevated ridge, maintaining the established rotational velocity while smoothly transitioning the frame toward the peripheral landscape and deliberately excluding the central explosion zone from the composition through precise gimbal stabilization, and this sustained lateral glide reveals a sweeping panorama of distant wind-sculpted dunes and scattered patches of resilient desert scrub that stretch toward a hazy mountain range, where the harsh midday sunlight bleaches the pale sand and casts long, sharp silhouettes across the undulating terrain, completely isolating the viewer from the originating blast site and emphasizing the vast, silent emptiness of the surrounding wilderness as heat waves shimmer above the rocky outcrops, revealing subtle gradations of ochre and rust in the weathered stone while a lone cirrus cloud drifts lazily across the zenith.",
+          "The camera reverses its rotational direction and initiates a deliberate clockwise orbital return, smoothly decelerating the previous lateral drift while carefully realigning the optical axis toward the original coordinate and re-establishing a convergent tracking path that gradually narrows the field of view, and this corrective sweeping motion brings the turbulent aftermath back into the frame as swirling plumes of pale dust and violently ejected cabbage fragments dominate the foreground, catching the brilliant sunlight and scattering prismatic flares across the lens while the fractured remains of the vegetable tumble through the heated air and settle onto the cracked soil below, where the dry earth absorbs the impact and releases fine particulate matter that drifts lazily upward, creating a hazy veil that softens the harsh contrasts and reveals the intricate fragmentation patterns of the shattered leaves against the relentless blue sky.",
+          "The camera completes its clockwise orbital arc and settles precisely into the initial vantage point, locking the gimbal into a static holding position while perfectly restoring the original framing composition and ensuring the central mound occupies the exact lower-third alignment it held at the beginning of the sequence, and this stabilized perspective clearly displays the fully realized aftermath as the explosive force has completely dismantled the head of cabbage, leaving behind a scattered arrangement of vibrant green shreds and pulverized core material resting atop the disturbed brown soil, with residual dust slowly drifting downward and settling over the jagged terrain under the unchanging clear sky, where the bright illumination accentuates the crisp edges of the torn foliage and highlights the contrast between the fresh organic debris and the ancient, weathered ground."
+        ]
+      }
+    },
+    "original_task_id": "a00513_00452",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00318_00064_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A pineapple perched on a dirt mound suddenly detonates, violently launching its yellow chunks, green spiky leaves, and brown rind fragments high into the air amidst a cloud of white smoke and debris.",
+          "The camera initiates a steady lateral tracking right motion along the sun-bleached ridge, and the frame prominently features the sudden violent detonation of the pineapple positioned atop the compacted earthen mound as dense clouds of white vapor erupt alongside scattered yellow fruit chunks, sharp green crown leaves, and torn brown rind fragments that arc high into the brilliant azure sky. Maintaining a consistent horizontal velocity past the dry scrub brush in the foreground, the shot preserves sharp focus on the turbulent debris field so that viewers can clearly observe the chaotic dispersion of organic matter against the pale dirt surface, with the harsh midday illumination casting crisp shadows across the uneven terrain and highlighting the fine particulate matter that drifts steadily through the clear atmospheric conditions, emphasizing the stark contrast between the explosive botanical aftermath and the serene natural backdrop.",
+          "The camera continues its uninterrupted tracking right movement across the arid landscape, and the frame reveals a completely displaced section of the hillside where the original explosion site has fully exited the composition and only distant dry grasses, weathered soil patches, and a fading trail of white smoke drifting along the horizon remain visible. Gliding smoothly past a cluster of brittle desert shrubs that sway gently in the warm breeze, the lens captures the quiet aftermath of the event as scattered yellow debris and torn green foliage begin to settle onto the rugged terrain far behind the current viewpoint, with the bright overhead sunlight illuminating the undulating earth tones and creating soft gradients across the open sky that now dominates the upper portion of the shot without any trace of the initial detonation zone.",
+          "The camera begins a deliberate tracking left movement to reverse its previous trajectory, and the frame gradually reintroduces the outer edges of the impact zone where lingering plumes of white smoke drift downward over the uneven dirt surface and scattered pineapple fragments rest among the dry vegetation. Shifting its lateral path back toward the central ridge, the lens maintains a steady pace that allows the viewer to witness the settling debris field as torn brown rind pieces and yellow fruit chunks become more densely concentrated near the original blast location, with the clear blue atmosphere providing a vivid backdrop that contrasts sharply against the pale earth tones and the remaining airborne particulate matter that continues to drift slowly across the sunlit hillside.",
+          "The camera completes its coordinated tracking left movement to fully recenter the composition, and the frame clearly re-establishes the original action area by revealing the battered dirt mound once again alongside the residual cloud of white smoke and the widely scattered pineapple remnants that now litter the peak and surrounding slopes. Holding its final position with a steady horizontal orientation, the shot captures the quiet aftermath of the detonation as torn green leaves, yellow fruit pulp, and brown rind fragments rest motionless against the reddish-brown soil, with the bright midday sunlight casting defined shadows across the disrupted terrain and illuminating the clear azure sky above the now still hillside that mirrors the initial setup but displays the transformed state of the once intact fruit."
+        ]
+      }
+    },
+    "original_task_id": "a00318_00064",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00456_00097_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A gloved hand stabilizes a rough, rectangular block while another hand uses yellow-handled end-cutting pliers to grip, wiggle, and twist a metal loop embedded in the side of the object.",
+          "The camera initiates a steady lateral tracking motion to the left, gliding smoothly along an unseen mechanical path while maintaining a fixed horizontal trajectory that gradually shifts the perspective away from the central point of interest without altering the focal distance; the frame reveals the weathered concrete block sliding toward the right margin, its cracked and dust-covered surface illuminated by a harsh overhead work light that casts long, dramatic shadows across the coarse, grit-laden floor, while the yellow-handled end-cutting pliers maintain their firm mechanical grip on the stubborn metal loop as fine particulate matter settles around the embedded hardware and scattered metallic debris rests quietly in the dimly lit periphery of the industrial workspace, where the ambient atmosphere feels distinctly heavy and the surrounding architecture remains shrouded in deep shadow.",
+          "The camera continues its relentless tracking movement to the left, pushing further across the industrial environment until the original workspace completely exits the visual field and the perspective settles into a quieter, unoccupied zone without any vertical adjustment or focal shift; the frame now captures only a stretch of empty, shadow-drenched concrete flooring marked by faded tire tracks and old oil stains, alongside a distant stack of rusted steel beams that loom silently against the weathered brick wall, with ambient dust motes drifting through the stagnant air under the faint, flickering glow of a secondary safety lamp that barely penetrates the surrounding darkness, revealing only the cold, unfinished architecture of the abandoned storage bay where no tools or workers remain in sight and the silence feels absolute.",
+          "The camera reverses its trajectory and begins a deliberate tracking movement to the right, sliding back along the same horizontal plane to reorient toward the primary work zone while maintaining a consistent pacing that mirrors the initial departure without introducing any vertical adjustment or focal drift; the frame gradually brings the fractured edge of the concrete block back into view, revealing the gritty floor texture and scattered metal shavings as the dim overhead lighting begins to illuminate the workspace once more, while the yellow-handled pliers remain firmly clamped around the twisted metal loop and the heavy-duty gloved hand continues to steady the rough object against the lingering mechanical tension of the extraction process, restoring the familiar workshop atmosphere where the focused task resumes its steady rhythm and the surrounding clutter gradually comes back into focus.",
+          "The camera completes its return tracking movement to the right, smoothly locking back into the original framing position to fully restore the central viewpoint while holding steady on the renewed focal point without any abrupt settling or perspective shift; the frame clearly shows the rough concrete block centered once again, with the embedded metal loop now visibly deformed and partially extracted from the dense cementitious matrix, the yellow-handled pliers still gripping the stubborn hardware, and the heavy-duty gloved hand firmly stabilizing the fractured object under the focused beam of the work light as loose dust and fragmented concrete pieces rest quietly on the coarse floor, marking the successful completion of the extraction phase and highlighting the final state of the manipulated assembly within the illuminated workspace."
+        ]
+      }
+    },
+    "original_task_id": "a00456_00097",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_00691_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A massive explosion erupts in a forested area, launching a towering column of black smoke and fire. Numerous streams of burning debris shoot outward and upward in a radial pattern, expanding rapidly across the trees and river below.",
+          "The camera initiates a smooth clockwise orbit around the blast zone, and the towering column of black smoke and radiant orange fire continues to erupt violently into the humid evening air while the winding river below reflects the intense thermal glow, allowing countless streams of burning debris to trace bright, arcing trajectories through the dense canopy of tropical palm trees and lush vegetation as the steady rotational motion reveals the surrounding agricultural fields stretching toward the horizon, capturing the stark contrast between the peaceful rural landscape and the chaotic, expanding shockwave of incandescent fragments that rapidly consume the understory, maintaining a consistent aerial altitude that keeps the destructive radial pattern perfectly centered within the widening composition.",
+          "The camera continues its unwavering clockwise orbital trajectory, and the distant, smoke-hazed farmlands along with the serpentine waterway remain clearly visible as the initial eruption site completely vanishes from the frame, leaving the lingering atmospheric haze to diffuse the fading twilight, which casts a muted lavender glow over the untouched rice paddies and dense groves of banana plants that now dominate the visual field while the persistent rotational glide captures the subtle drift of high-altitude ash clouds moving against the wind, revealing a series of rolling hills shrouded in evening mist as the composition fully displaces the original blast coordinates, replacing the chaotic inferno with a tranquil, expansive panorama of rural topography where only the faint, rhythmic pulse of distant thunder hints at the ongoing destruction far behind the lens.",
+          "The camera reverses its rotational direction to execute a precise counterclockwise orbit, and the lingering thermal updrafts continue to stir the scattered remnants of charred foliage across the muddy riverbanks as the lens gradually arcs back toward the source of the disturbance, capturing the gradual return of heavy, soot-laden plumes drifting across the upper frame with their dark silhouettes starkly outlined against the dimming amber sky while the steady lateral rotation brings the edge of the devastated forest back into view, revealing the scorched earth and fallen trunks that line the watercourse as intermittent flashes of residual combustion flicker deep within the smoldering undergrowth, methodically narrowing the visual gap between the serene agricultural outskirts and the turbulent core of the explosion site until the drifting smoke begins to coalesce into a recognizable, concentrated mass once more.",
+          "The camera completes its counterclockwise orbital return, and the massive explosion crater along with its towering column of black smoke are fully re-established at the center of the composition as the rotational motion settles into a stable hover, clearly revealing the ongoing violent eruption with fresh streams of burning debris still shooting outward in a relentless radial pattern across the charred tree line and the sluggish, ash-choked river below while the restored viewpoint captures the intense contrast between the glowing molten fragments and the dense, billowing soot, highlighting the raw destructive power that continues to reshape the landscape as every detail of the initial action becomes vividly present again, from the fiery core at ground level to the expanding shockwave of embers, providing a definitive and unobstructed final perspective of the catastrophic event in its full, unrelenting intensity."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00691",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_00455_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blue cylindrical firework sitting on dry leaves vigorously shoots a fountain of bright white sparks and smoke straight up into the dark surroundings.",
+          "The camera initiates a deliberate upward crane motion, smoothly elevating the lens above the initial staging area while carefully controlling the vertical ascent speed; the lower section of the frame clearly reveals the blue cylindrical firework sitting securely on a scattered layer of dry brown leaves, vigorously emitting a dense fountain of bright white sparks and swirling gray smoke that cuts sharply through the dark nighttime environment. The intense artificial glare bounces off the surrounding rough soil and fragmented twigs, casting long, dancing shadows that stretch outward across the uneven terrain. The steady mechanical lift gradually alters the parallax relationship between the foreground debris and the distant tree line, enhancing the sense of depth while keeping the energetic pyrotechnic display perfectly centered within the composition. The rising perspective captures the raw kinetic energy of the burning propellant as it forcefully pushes against the cool night air.",
+          "The camera continues its relentless upward crane trajectory, ascending higher into the atmosphere with unwavering precision until the original ground-level setup completely vanishes from sight; the composition becomes entirely dominated by the vast inky expanse of the night sky, punctuated only by a few faintly glowing stars and the dark silhouettes of high tree branches that sway gently in the cool evening breeze. Without the artificial glare of the ground display, the natural darkness of the environment takes over as the primary visual element, creating a profound sense of isolation and quiet stillness. The lingering atmospheric haze drifts slowly across the upper frame, catching the subtle moonlight that filters through the dense canopy overhead. The smooth vertical progression emphasizes the sheer scale of the open space above, leaving the earlier pyrotechnic activity completely behind.",
+          "The camera initiates a controlled downward crane movement, reversing its previous vertical path and steadily descending back toward the earth while carefully modulating the speed of the mechanical drop; the upper canopy gradually recedes from view as the lens navigates through the cool night air, revealing the rough textures of aged bark and the faint outlines of surrounding underbrush that line the perimeter of the clearing. The ambient lighting shifts noticeably from the open sky’s subtle gradients to the deeper, richer tones of the ground-level environment, where earthy smells of damp soil and decomposing vegetation seem to permeate the scene. The steady descent builds a quiet sense of anticipation as the frame prepares to reconnect with the original staging area, moving through layered shadows with precise pacing.",
+          "The camera completes its smooth downward crane maneuver, settling precisely back into the original ground-level vantage point to fully restore the initial framing of the scene; the blue cylindrical firework sits firmly on the familiar patch of scattered dry leaves, its cardboard casing slightly blackened from heat while a gentle plume of residual white smoke continues to drift lazily upward into the dark surroundings. The bright fountain of sparks has now faded into a soft, lingering ember glow, casting a warm amber haze that highlights the intricate details of the fallen foliage and the moist earth beneath. The composition perfectly mirrors the opening perspective, confirming that the pyrotechnic display has reached its quiet conclusion while the surrounding night calmly absorbs the final traces of the energetic performance."
+        ]
+      }
+    },
+    "original_task_id": "a00843_00455",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00763_00324_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A watermelon on the far right detonates, violently shattering and spraying a mist of red pulp, seeds, and green rind fragments outward across the table and into the surrounding air.",
+          "The camera arcs clockwise in a steady outward rotation, capturing the immediate aftermath as the far-right watermelon violently detonates and sends a dense radial spray of crimson pulp, dark seeds, and jagged green rind fragments across the white folding table surface while the remaining four intact fruits sit motionless against a backdrop of dense sun-dappled deciduous foliage, with weathered wooden railroad ties behind the table providing a rough textured boundary that contrasts sharply with the sudden violent burst of color and the crisp clean lines of the black metal table legs anchoring the setup in the grassy clearing, where scattered shadows from overhead branches dance across the lawn as the initial shockwave settles into a steady drifting cloud of botanical residue.",
+          "The camera maintains its clockwise arc, sweeping steadily away from the initial impact zone until the original action area is completely excluded from the frame, leaving only the surrounding woodland environment and the peripheral consequences of the detonation in view, as sunlight filters heavily through a thick canopy of maple and oak leaves to cast long shifting patterns across the uneven grassy terrain and illuminate floating particles of red juice that drift like pollen on the gentle breeze, while the focus shifts to a cluster of weathered timber steps and a narrow dirt path winding deeper into the shaded underbrush where scattered fragments of green rind and drops of crimson moisture cling to the broad leaves of nearby ferns, emphasizing the far-reaching dispersion of the explosion while the distant sounds of rustling foliage and chirping insects underscore the quiet isolation of the forest setting.",
+          "The camera initiates its counterclockwise return arc, smoothly reversing its earlier rotational path as it gradually reorients toward the setup while tracking the lingering atmospheric effects of the blast, capturing the slow descent of heavier rind shards and the settling mist of red pulp that now coats the black metal support brackets and splashes against the weathered wooden ties in the background, as the shifting angle reveals patches of disturbed grass and scattered seeds glinting in the dappled sunlight, while the edges of the white plastic tabletop slowly re-enter the lower frame to provide a stark clean geometric contrast to the organic chaos surrounding it, effectively bridging the peripheral woodland scenery with the central event space and highlighting the gradual return to order as airborne debris continues its downward trajectory under the influence of gravity.",
+          "The camera completes its counterclockwise arc to re-establish the original vantage point, firmly locking back onto the central setup where the aftermath of the detonation is now fully visible and settled, as the white folding table dominates the foreground to clearly display the four remaining watermelons on the left side alongside the thoroughly shattered remains of the far-right fruit, which has been reduced to a wet crimson heap of exposed flesh, scattered dark seeds, and torn rind fragments clinging to the plastic surface, while the stack of aged railroad ties and the dense wall of green forest foliage provide a consistent natural backdrop behind the table, and the black metal legs remain firmly planted in the grass to ground the scene, with bright and even lighting highlighting the stark contrast between the intact round fruits and the violently disrupted mass to effectively restore the initial composition while documenting the final state of the explosive event."
+        ]
+      }
+    },
+    "original_task_id": "a00763_00324",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00673_00334_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A man fires a large silver handgun at watermelons resting on a white table, causing the fruit to violently explode into a cloud of red mist and flying green rind.",
+          "The camera initiates a smooth and continuous upward crane movement, gradually lifting the viewer's perspective away from the grassy ground level where the intense action is taking place. As the angle ascends, the frame captures the lush, dark green foliage of the dense tree line that serves as the natural backdrop for this outdoor shooting range, highlighting the thick vegetation surrounding the white folding table. The man, still clad in his light grey t-shirt with an American flag patch and a camouflage cap, remains in the lower portion of the shot, his posture steady as he holds the large silver handgun, while the remnants of the red watermelon mist begin to settle on the table surface.",
+          "The camera continues its steady and unrelenting ascent, craning higher into the air until the ground-level activity involving the shooter and the exploding fruit is completely obscured from view. The frame is now dominated entirely by the upper branches of the mature trees, their leaves rustling gently in the breeze against a backdrop of a bright, slightly overcast sky. The white table and the man are no longer visible, replaced by the natural texture of the forest canopy and the dappled sunlight playing across the leaves, creating a serene and quiet visual contrast to the violent explosions that were occurring just moments ago below.",
+          "The camera reverses its trajectory and begins a deliberate and steady crane down, descending from the high vantage point amongst the tree branches back toward the earth. As the lens lowers, the dense green leaves of the canopy slide out of the top of the frame, revealing more of the sky and the upper structure of the surrounding vegetation. The movement is smooth and controlled, signaling a return to the scene of the action, as the camera prepares to re-engage with the shooting range environment and the man waiting below with his weapon.",
+          "The camera completes its downward crane motion, settling back into the original eye-level perspective to fully re-establish the scene of the demonstration. The man in the grey shirt and cap is clearly visible again, standing beside the white folding table which is now heavily coated in a mess of red watermelon pulp and scattered green rind fragments. The large silver handgun is still held firmly in his hands as he surveys the destruction, and the background of green bushes and trees is once again clearly defined, bringing the focus back to the aftermath of the explosive display."
+        ]
+      }
+    },
+    "original_task_id": "a00673_00334",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_00896_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Massive orange flames and thick smoke erupt violently from the base of a rocket, rapidly expanding outward to engulf the surrounding launch tower structure as the engines ignite with intense power.",
+          "The camera initiates a steady orbit counterclockwise around the launch complex perimeter, smoothly navigating past the outer safety barricades and ground-level monitoring equipment while adjusting its focal length to track the shifting atmospheric conditions; the initial ignition sequence unleashes a catastrophic surge of superheated plasma that rapidly consumes the lower gantry, painting the weathered steel support beams in brilliant shades of amber and crimson as dense particulate smoke begins to spiral upward through the intricate lattice of maintenance walkways and hydraulic clamps that secure the vehicle to the pad, creating an intense thermal distortion that warps the surrounding atmosphere and reflects violently off the polished metallic surfaces of the adjacent fuel transfer lines, which rapidly expand and vibrate continuously under the immense acoustic pressure generating visible shockwaves across the tarmac.",
+          "The camera continues its persistent orbit counterclockwise across the facility grounds, sweeping decisively away from the primary ignition zone while maintaining a consistent altitude above the concrete access roads and service trenches; the towering rocket base and its accompanying fireball vanish completely from the frame, leaving only the stark industrial silhouette of an adjacent crimson-painted service crane, its intersecting metal girders catching the diffuse ambient glow, while a thick curtain of drifting vapor and scattered debris clouds slowly drift across the corrugated exterior walls of a distant equipment bunker and the empty asphalt pathways that lead toward the perimeter security fence, where stationary industrial floodlights remain completely inactive during the active launch sequence casting long, sharp shadows across the reinforced concrete foundations.",
+          "The camera begins a methodical orbit clockwise along the facility boundary, gradually tracing the curved perimeter of the launch pad while compensating for the accumulating atmospheric haze and acoustic vibrations shaking the stabilization rig; the peripheral edge of the blazing exhaust plume reemerges into view, illuminating the scorched concrete surfaces of the flame deflector trench while swirling vortices of black carbon particulates violently interact with the rotating amber warning beacons mounted along the reinforced safety barricades and the heavy steel blast doors that line the restricted zone, casting long, flickering shadows across the moisture-slicked drainage channels that channel excess coolant away from the primary combustion chamber creating a harsh contrast against the rapidly darkening evening sky.",
+          "The camera completes its calculated orbit clockwise to lock back onto the original staging perspective, fully re-establishing the central launch pad while stabilizing its lens assembly against the relentless shockwaves radiating outward from the thrust vectoring nozzles; the massive rocket engines now sustain a continuous, blinding torrent of molten thrust that completely obscures the underlying support structure, sending towering columns of incandescent gas and billowing dark smoke relentlessly upward past the skeletal framework of the service tower and the heavily reinforced concrete blast walls that anchor the entire assembly, washing out the horizon with an overwhelming radiance that temporarily blinds the distant observation cameras forcing automated optical adjustments across the entire monitoring network."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00896",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_00857_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A ground-based firework fountain erupts, violently shooting a chaotic stream of bright white and gold sparks upwards and outwards into the darkness, accompanied by billowing grey smoke and intermittent flashes of green light.",
+          "The camera executes a smooth crane down motion, steadily lowering its perspective toward the rough terrain while the violent firework fountain remains sharply anchored in the central field of view. A dense cascade of bright white and gold sparks erupts continuously from the smooth red ceramic vessel, scattering across the dark soil as thick clouds of grey smoke drift upward and intermittent flashes of vivid green light momentarily illuminate the surrounding emptiness and scattered fragments of burnt cardboard.",
+          "The camera maintains its downward crane trajectory, descending further until the lens completely abandons the ignition site while the frame becomes entirely consumed by the immediate foreground earth. Only the coarse texture of the dark ground and scattered patches of dry winter grass remain visible, entirely devoid of any luminous discharge or pyrotechnic residue, leaving the viewer suspended in a quiet shadowed expanse far removed from the initial spectacle.",
+          "The camera initiates a controlled crane up motion, gradually elevating the viewpoint back toward the original horizon line while faint traces of the earlier activity begin to reemerge along the lower boundary. Wisps of lingering grey smoke drift lazily across the composition, catching the faint afterglow of scattered embers that still smolder among the dark soil, signaling a quiet return to the primary performance zone.",
+          "The camera completes its upward crane adjustment, restoring the initial eye-level perspective while the full pyrotechnic setup reappears firmly centered within the composition. The red ceramic fountain now sits quietly amidst a settling haze of grey smoke, its surface still dotted with fading green reflections and a few stray gold sparks that continue to skitter weakly across the darkened ground."
+        ]
+      }
+    },
+    "original_task_id": "a00843_00857",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_01026_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire rolls forward on wet concrete, crushing a cluster of green, red, and pink water balloons that burst under the pressure, splashing water and leaving behind rubber scraps.",
+          "The camera tilts downward, revealing the heavy black tire tread as it begins to compress the cluster of green, red, and pink water balloons on the damp concrete surface.",
+          "The camera continues its steady downward tilt, shifting the frame entirely away from the tire and balloons to capture only the shallow rainwater puddles and weathered gray pavement streaked with reflected sunlight.",
+          "The camera begins tilting upward, gradually bringing the glistening wet ground back into view alongside the scattered fragments of yellow and blue rubber scraps left behind by the popped balloons.",
+          "The camera completes its upward tilt, re-establishing the original viewpoint to clearly display the car tire resting past the crushed water balloons and the water-splashed concrete littered with colorful deflated remnants."
+        ]
+      }
+    },
+    "original_task_id": "a00563_01026",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00565_01236_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand holds a small glass jar filled with red and black beads, shaking it slightly before tilting it to pour the beads onto the sand in front of a pink toy house.",
+          "The camera cranes up in a smooth, continuous vertical ascent that gradually elevates the optical axis while maintaining a fixed horizontal orientation across the miniature playset, and this deliberate upward trajectory steadily reveals the weathered white concrete wall serving as the backdrop behind the bright pink brick-patterned toy house alongside the neatly aligned orange wooden picket fence that stretches horizontally across the granular sand bed, where the soft afternoon sunlight casts gentle shadows across the textured terrain and highlights the smooth glass surface of the container resting near the arched entryways, creating a gradual expansion of the visible environment that emphasizes the spatial relationship between the foreground play area and the surrounding structural boundaries.",
+          "The camera continues its uninterrupted vertical crane movement that climbs steadily higher without any lateral drifting or rotational adjustments, and this sustained upward displacement completely removes the hand holding the jar and the scattered bead trail from the lower frame while prominently showcasing the crisp geometric lines of the blue circular window detail near the roofline and the distant patches of dry vegetation bordering the perimeter of the setup, leaving only the upper architectural elements and the bright sky reflection visible against the weathered stucco surface, effectively isolating the structural backdrop from the ground-level activity and ensuring the original action zone remains entirely outside the visible composition.",
+          "The camera initiates a controlled downward crane movement that smoothly reverses the previous vertical trajectory while gradually lowering the optical axis back toward the ground-level environment, and this deliberate descent slowly reintroduces the granular texture of the loose sand into the central viewing zone as the familiar orange wooden fence and the vibrant pink architectural elements gradually slide back into the midground under consistent daylight conditions, bringing the curved doorways and the scattered bead distribution back into partial focus while maintaining a steady optical path toward the original composition and preparing the frame for a complete visual restoration.",
+          "The camera completes its steady downward crane motion that seamlessly restores the original ground-level framing while centering the familiar sandbox arrangement within a balanced composition, and this final vertical adjustment precisely re-centers the pink brick-patterned toy house and the tilted glass container as the hand finishes pouring the remaining red and black beads onto the textured sand surface under clear natural illumination, allowing the viewer to observe the completed trail and the subtle indentations left by the rolling spheres, fully re-establishing the initial scene with absolute spatial clarity and confirming the final state of the poured contents."
+        ]
+      }
+    },
+    "original_task_id": "a00565_01236",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00729_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire rolls forward, crushing a plastic container filled with layered slime and colorful water beads. The container bursts under the pressure, scattering the beads and spilling the orange slime onto the asphalt.",
+          "The camera arcs clockwise around the impact zone, and the flattened plastic tub, vibrant green and yellow water beads scattered across the rough asphalt, and a thick ribbon of orange slime pressed against the tire tread come into view.",
+          "The camera continues to arc clockwise away from the crush site, and a quiet stretch of empty pavement bordered by a weathered concrete curb and dappled afternoon sunlight fills the frame.",
+          "The camera begins to arc counterclockwise back toward the impact zone, and the scattered multicolored gel spheres along with the black rubber sidewall of the vehicle gradually enter the peripheral view.",
+          "The camera completes its arc counterclockwise to the initial vantage point, and the crushed container, the spilled orange slime pooling on the dark asphalt, and the stationary car tire resting beside the debris are clearly visible again."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00729",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_00367_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person strikes the white cue ball with a pool cue, sending it speeding across the table to collide forcefully with a racked triangle of colored balls, causing them to scatter and roll in various directions.",
+          "The camera initiates a deliberate vertical ascent, smoothly craning upwards to elevate the perspective away from the immediate action on the billiards table while maintaining a steady pace. As the lens climbs, the viewer retains a clear view of the smooth grey felt surface where the white cue ball has just shattered the tight triangular rack, sending the vibrant red, yellow, purple, and black balls scattering energetically toward the black rails and corner pockets, while the player's blue shirt sleeve and the slender shaft of the cue stick remain visible at the top right corner, anchoring the scene before the view shifts entirely upward.",
+          "The camera continues its steady upward climb, rising further into the room's atmosphere until the grey playing surface and the scattered pool balls slide completely out of the frame at the bottom edge. The view is now exclusively filled with the expansive deep blue carpet that surrounds the table, along with the dark, heavy frame of the billiards table adorned with small white diamond markers, creating an abstract composition of texture and color that signifies the camera has moved far beyond the original gaming area to a high vantage point near the ceiling lights.",
+          "The camera begins its return journey, craning downwards with a controlled, smooth motion that mirrors the initial departure but reverses the direction to bring the viewer back. As the lens descends, the frame is initially filled with the rich texture of the blue carpet and the sturdy black rails of the table frame, which serve as visual guides leading the eye back toward the center, anticipating the reappearance of the gaming surface while maintaining the high-angle perspective that emphasizes the layout of the room and the ambient lighting reflecting off the polished wood.",
+          "The camera completes its descent, settling back into the original high-angle overhead shot that fully re-establishes the pool table as the central subject of the video. The grey felt surface is once again clearly visible, displaying the new, randomized positions of the colored balls scattered across the table after the break, with the black eight-ball resting near the center diamond, while the player's arm and cue stick are seen resting at the right edge, confirming that the action has paused and the scene has returned to its initial state of observation."
+        ]
+      }
+    },
+    "original_task_id": "a00563_00367",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00677_00528_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A large green tank crashes through a brick building, sending clouds of dust and scattered debris flying as its tracks crush wooden beams and rubble while pushing forward through the collapsing structure.",
+          "The camera arcs counterclockwise along the debris field, revealing the armored green vehicle as its metal treads crush through splintered pine beams and fractured red bricks while thick gray dust plumes upward.",
+          "The camera continues arcing counterclockwise away from the breach, exposing a quiet adjacent alleyway where weathered wooden fences, scattered terracotta pots, and dappled sunlight filter through a canopy of mature oak trees.",
+          "The camera arcs clockwise toward the collapsing structure, presenting a dense cloud of pulverized mortar and floating ash that drifts past a leaning steel support column near the ruined perimeter.",
+          "The camera completes its clockwise rotation to reframe the impact zone, displaying the green tank as it drives through the shattered masonry with its tracks churning over broken bricks and settling dust under bright daylight."
+        ]
+      }
+    },
+    "original_task_id": "a00677_00528",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00800_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire rolls forward over a green watermelon resting on the asphalt. As the wheel applies pressure, the fruit bursts open, violently scattering red pulp and chunks of green rind across the pavement.",
+          "The camera executes a controlled downward crane movement, steadily descending through the bright outdoor lighting while maintaining its optical focus on the ground level, and the expanding visual field gradually reveals the massive Bridgestone tire resting heavily against the custom wooden support ramp, the perfectly spherical green watermelon positioned directly in its crushing path, the scattered crimson pulp fragments already staining the rough asphalt surface, and the sharp yellow warning decals on the wooden block that catch the midday sun, all of which establish a tense anticipation for the imminent structural failure and explosive fruit dispersion that will soon transform the quiet roadside scene into a chaotic display of red juice and shattered rind, accompanied by the subtle heat haze rising from the sun-warmed pavement.",
+          "The camera continues its uninterrupted downward crane trajectory, deliberately lowering its optical axis well below the original ground level to completely remove the vehicle wheel and fruit debris from the visual field, and the newly established vantage point exclusively frames a distant lower section of the asphalt lot where faded white parking lines intersect with deeply cracked concrete seams, scattered dry autumn leaves, and faint metallic oil residues that shimmer under the harsh overhead sunlight, entirely isolating this empty stretch of weathered pavement from the previous mechanical interaction while highlighting the rough granular texture of the road surface, the elongated shadows cast by nearby foliage, the subtle gradient of daylight fading toward the horizon, and the quiet atmospheric stillness that persists entirely apart from the violent crushing sequence happening just beyond the bottom edge of the frame, leaving only the undisturbed gray aggregate to dominate.",
+          "The camera initiates a controlled upward crane movement, steadily ascending through the bright outdoor atmosphere to reverse the previous descent and realign with the initial ground level, and the rising optical axis gradually brings back into view the chaotic scattering of crimson fruit pulp and jagged green rind fragments that now plaster the coarse asphalt, alongside the deep tread impressions left by the heavy Bridgestone tire, the glistening red juice trails soaking into the porous pavement, and the displaced wooden support block that remains slightly askew near the impact zone, collectively signaling a deliberate visual return toward the original crushing area while establishing the fragmented aftermath that precedes the full reconstitution of the primary scene, with the sunlight catching the wet sheen of the spilled contents and emphasizing the stark contrast between the destroyed organic matter and the rigid mechanical components.",
+          "The camera completes its steady upward crane trajectory, fully restoring the original high-angle perspective to precisely lock back onto the exact location of the mechanical impact, and the stabilized composition clearly displays the completely destroyed watermelon in its definitive final state, with the thick green rind split into multiple jagged sections, the vibrant crimson flesh thoroughly mashed into a wet pulpy slurry that spreads across the coarse asphalt, the heavy Bridgestone tire resting motionless on the angled wooden block, and the scattered fruit fragments forming a vivid radial pattern that thoroughly documents the successful completion of the crushing experiment under the bright natural daylight, while the sharp shadows and glistening juice trails emphasize the stark transformation from intact spherical fruit to flattened organic debris across the sunlit pavement."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00800",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00776_00048_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A doll's legs are shown jumping up and down on a small pink trampoline. The doll repeatedly bounces, lifting its feet off the white mesh surface and landing back down.",
+          "The camera tracks right across the smooth marble surface, gradually shifting the viewpoint while the doll's legs continue their rapid bouncing rhythm on the small pink trampoline with its clear white mesh netting.",
+          "The camera continues tracking right until the jumping figure completely exits the frame, leaving only a folded pink exercise mat, a metallic green sphere, and the light wooden wall panels in view.",
+          "The camera tracks left along the empty play area, steadily sweeping back toward the center as the bright pink frame of the trampoline reappears beside the scattered yellow and pink hoop rings.",
+          "The camera finishes tracking left and locks onto the original composition, fully restoring the view of the doll's feet repeatedly striking the white mesh surface of the pink trampoline."
+        ]
+      }
+    },
+    "original_task_id": "a00776_00048",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00237_00609_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand places wooden dominoes in a curved line, then a blue marble rolls down a multi-level wooden block structure and hits the first domino.",
+          "The camera arcs clockwise to shift its viewing angle, revealing the smooth white floor and the curved line of light wooden dominoes standing upright beside the block tower.",
+          "The camera continues to arc clockwise until the original setup is completely excluded, capturing only the blank expanse of the white table surface and the soft ambient reflections on the polished mat.",
+          "The camera arcs counterclockwise to start the return sequence, showing the empty workspace where gentle shadows stretch across the background and the far end of the domino path reappears on the right.",
+          "The camera finishes its counterclockwise arc to lock back onto the starting position, displaying the multi-level wooden block structure and the fully toppled domino chain resting on the white surface after the marble trigger."
+        ]
+      }
+    },
+    "original_task_id": "a00237_00609",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00447_00070_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A metal can sitting on a black table violently explodes, ejecting a massive spray of white foam and debris high into the air and scattering it across the gravel.",
+          "The camera begins a smooth, deliberate upward crane movement, slowly lifting the viewer's perspective away from the ground level to expand the vertical field of view. As the lens ascends, the black folding table remains anchored in the center of the frame, still coated in the sticky remnants of the white foam explosion, while the scattered chunks of yellow pineapple on the gray gravel become more clearly defined. The weathered, dark wooden retaining wall in the background stretches across the shot, its rough, rotting texture contrasting with the bright, harsh sunlight of the day. The rising motion gradually reveals more of the forest backdrop, bringing the leafless deciduous trees and the evergreen foliage on the right into sharper focus, expanding the scene while keeping the chaotic aftermath of the can explosion centrally framed.",
+          "The camera continues its steady vertical ascent, climbing higher into the air with a consistent speed that pushes the ground-level action further down and out of sight. Eventually, the black table, the gravel pit, and the wooden wall slide completely out of the bottom of the frame, leaving the original action area fully displaced and unseen. The view is now entirely dominated by the upper canopy of the forest, where a complex network of thin, gray branches interlaces against a clear, bright sky. Sunlight filters through the swaying boughs of a large evergreen tree on the right, creating dappled patterns of light and shadow. This high vantage point offers a serene contrast to the violence below, focusing solely on the natural environment and the quiet movement of the treetops in the breeze.",
+          "The camera reverses its trajectory, initiating a controlled and smooth descent downwards from the high canopy to return the viewer to the experiment site. As the lens lowers, the upper branches of the pine trees and the bare limbs of the hardwoods begin to slide upward and out of the frame, slowly revealing the man-made structures beneath. The dark, horizontal lines of the massive wooden retaining wall start to re-emerge in the lower portion of the shot, providing a solid visual anchor as the view returns to earth. The downward motion brings the texture of the weathered timber back into sharp focus, hinting at the destruction waiting just below the frame. The lighting remains consistent, casting strong shadows as the camera seeks to re-orient itself with the setup.",
+          "The camera completes its downward crane movement, settling back into the original wide framing to re-establish the scene and clearly display the results of the event. The black folding table comes back into full view, showing the aftermath of the violent explosion, with the table surface littered in white foam residue and the single metal can standing amidst the mess. The gray gravel ground is fully visible again, dotted with the yellow remains of the pineapples that were scattered across the area during the blast. The camera holds steady on this restored perspective, capturing the full context of the outdoor setup, with the wooden wall serving as a sturdy background and the bright sunlight illuminating the debris field in sharp, high-contrast detail."
+        ]
+      }
+    },
+    "original_task_id": "a00447_00070",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00043_00428_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person pours a steady stream of white granular substance, resembling rice or sugar, from a wide metal tray into a large stainless steel bowl resting on a dark surface.",
+          "The camera pans right, and the frame reveals the rough texture of the reddish-brown stone wall and a weathered wooden post standing near the edge of the paved area, while the bright sunlight highlights the dust on the ground.",
+          "The camera continues panning right, and the view shows only the uneven concrete ground and the lower section of the stone wall where shadows stretch across the surface, completely excluding the bowl and the person from the shot.",
+          "The camera pans left, and the scene captures the sunlit stone paving and the wooden support post coming back into view, guiding the eye toward the dark platform where the activity is centered.",
+          "The camera pans left, and the shot re-establishes the original scene by centering the large stainless steel bowl filled with a mound of white granules on the dark surface, with the person's legs visible standing next to it."
+        ]
+      }
+    },
+    "original_task_id": "a00043_00428",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00112_00847_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "An off-road vehicle moves rapidly along a dry dirt track while attached to a taut yellow tow strap, generating a thick, billowing cloud of brown dust that expands quickly.",
+          "The camera executes a deliberate vertical crane ascent, steadily elevating its mounting platform along a precisely guided mechanical trajectory that lifts the viewpoint higher above the uneven ground through a series of smooth, incremental adjustments, while the expanding visual field captures the sun-scorched earth stretching toward distant basalt cliffs, the rigid yellow tow strap vibrating under tension as it disappears into a turbulent cloud of pulverized soil that scatters across the dry riverbed, and the surrounding arid vegetation casting long, sharp shadows across the landscape as the lens continues its upward migration toward the cloudless azure canopy above, with the intense midday sunlight reflecting off the loose sediment and illuminating every swirling particle within the atmospheric haze.",
+          "The camera maintains its uninterrupted vertical crane trajectory, continuing to lift smoothly along the same calibrated axis until the original ground-level tracking zone vanishes completely from the lower edge of the composition, while the elevated perspective exclusively frames the sweeping panorama of the high desert plateau, revealing wind-swept sagebrush covering the rocky slopes, scattered dry washes carving through the pale soil, and the brilliant sun flaring gently near the top of the frame as the lens settles into a high-angle observational position, completely excluding the dirt track and the vehicle from view, emphasizing the vast isolation of the remote wilderness environment and the stark geological formations that dominate the horizon line, with the cool blue tones of the sky contrasting against the warm ochre hues of the exposed terrain.",
+          "The camera initiates a controlled vertical crane descent, steadily lowering its optical axis along the exact inverse mechanical path used during the ascent, while the descending viewpoint gradually reintroduces the lower terrain into the frame, showcasing the textured surface of the parched earth, the distant ridgeline beginning to anchor the upper portion of the composition, and the faint atmospheric haze lingering above the dry grassland as the lens methodically bridges the gap between the high aerial perspective and the ground level, with scattered juniper shrubs and weathered limestone outcrops slowly rising into view beneath the falling camera trajectory, capturing the shifting interplay of light and shadow across the undulating topography as the downward motion accelerates slightly toward the target zone, preparing the viewer for the imminent return to the primary focal point as the descent continues.",
+          "The camera completes its vertical crane descent, smoothly returning its mounting apparatus to the original ground-level elevation while stabilizing the optical axis to match the initial tracking alignment, while the restored perspective immediately recaptures the off-road vehicle speeding along the dusty trail, the taut yellow strap cutting through the thick brown dust cloud that continues to billow outward with relentless force, and the surrounding dry vegetation whipping past as the machine kicks up a fresh surge of soil under the bright sky, with the familiar rutted path and distant mountain backdrop perfectly realigned in the composition as the motion concludes, re-establishing the dynamic energy of the scene as the lens locks onto the rapidly advancing chassis, ensuring that every detail of the rugged machinery and the swirling particulate matter is sharply defined once again."
+        ]
+      }
+    },
+    "original_task_id": "a00112_00847",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00043_01032_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand pours a brown powder from a small jar into a metal bowl of flour, then uses fingers to mix and toss the ingredients together.",
+          "The camera tracks smoothly to the right, shifting the view away from the center of the metal bowl to reveal the clean, light-colored wooden surface of the table adjacent to the preparation area.",
+          "The camera continues its rightward movement until the bowl is completely out of frame, leaving only the empty expanse of the wood-grain countertop and the edge of a dark mat visible.",
+          "The camera reverses direction and tracks to the left, moving back across the wooden surface as the silver rim of the mixing bowl begins to slide back into the frame.",
+          "The camera settles back into the original top-down position, fully framing the stainless steel bowl where a hand is vigorously tossing the white flour and brown yeast powder together."
+        ]
+      }
+    },
+    "original_task_id": "a00043_01032",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00233_00090_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person wearing blue gloves pours white flour from a large white scoop into a shiny metal mixing bowl, creating a growing mound of powder.",
+          "The camera begins a smooth counterclockwise arc across the preparation surface, capturing the steady cascade of finely milled white flour pouring from a broad plastic scoop into a gleaming stainless steel mixing bowl while the bright blue nitrile gloves maintain a firm grip on the handle, and this shifting perspective highlights the warm natural daylight streaming through the nearby window to illuminate the growing mound of powder that forms delicate ridges inside the reflective interior alongside faint images of overhead wooden cabinetry shimmering along the curved metallic rim above a clean quartz countertop.",
+          "The camera continues its deliberate counterclockwise rotation away from the workstation, completely removing the mixing bowl and pouring action from view as the frame transitions to showcase the surrounding culinary environment bathed in soft morning illumination, and this new angle reveals pale wooden upper cabinets with minimalist hardware alongside a neatly organized open shelving unit displaying ceramic canisters beneath a large window dressed with sheer linen curtains that diffuse the incoming sunlight across matte white backsplash tiles and highlight the subtle grain of hardwood flooring.",
+          "The camera initiates a matching clockwise arc to reverse the previous trajectory, gradually sweeping back through the illuminated space while bringing the polished edge of the metal mixing bowl and a partial view of the blue-gloved hand back into the frame, and this returning perspective slowly reconstructs the culinary workspace by revealing the pristine quartz countertop surface alongside scattered stray flour particles near the container base and the curved silhouette of the white plastic scoop hovering above the rim under directional sunlight.",
+          "The camera completes its clockwise repositioning and settles back into the original vantage point, clearly framing the active preparation scene where a steady pour of white flour continues building a substantial textured mound inside the highly polished stainless steel vessel, and this restored composition displays the gloved hands maintaining a controlled tilt on the large white scoop to ensure a consistent flow of fine particulate that settles into soft peaks under bright natural lighting while secondary storage containers and subtle window reflections fully re-center attention on the process."
+        ]
+      }
+    },
+    "original_task_id": "a00233_00090",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00581_00452_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A dark, inclined conveyor belt continuously transports scattered clumps of brown earth and debris upwards towards a processing area near large white silos.",
+          "The camera begins a steady downward crane motion, shifting the frame to capture the rugged concrete foundations and heavy steel supports while the inclined belt remains partially visible in the upper corner.",
+          "The camera continues its controlled downward crane descent, moving entirely past the machinery base until the conveyor and its earthen cargo disappear from sight and only the shadowed dirt floor and scattered rocks remain.",
+          "The camera initiates a deliberate upward crane reversal, rising smoothly away from the ground level to bring the lower structural beams back into view as the focus gradually returns to the mid-height framework.",
+          "The camera completes its upward crane ascent, locking back onto the initial composition to fully restore the view of the dark inclined belt hauling brown soil clumps toward the large white silos under clear skies."
+        ]
+      }
+    },
+    "original_task_id": "a00581_00452",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00814_00048_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A vertical bandsaw blade steadily cuts through a thick, curved piece of lumber, following a blue marker line while sawdust accumulates on the black work surface.",
+          "The camera executes a steady, continuous pan to the left, deliberately shifting the lens away from the central workstation while maintaining a smooth horizontal velocity across the shop floor. This controlled movement reveals the adjacent wall-mounted storage racks packed with neatly organized hand tools, the faint reflection of overhead fluorescent lighting glinting off polished steel clamps, and the trailing edge of the black metal bandsaw table where a fresh crescent of pale yellow sawdust has just begun to settle, exposing how the natural grain of the surrounding pine shelving contrasts sharply with the industrial finish of the heavy machinery, all while the ambient hum of the workshop remains constant in the background.",
+          "The camera maintains its unbroken leftward pan, sweeping further across the room until the original cutting zone and the thick curved timber have completely vanished beyond the right frame boundary. The new composition exclusively highlights a large industrial dust collection unit mounted against the far concrete wall, its transparent plastic hose coiled neatly beside a heavy-duty rolling tool cabinet scarred with years of daily use, while natural daylight filters through a high transom window to cast long, soft shadows across a secondary workbench cluttered with measuring squares and grit sheets, confirming a full spatial displacement from the active machining area to a quiet storage corner.",
+          "The camera initiates a matching pan to the right, smoothly reversing its trajectory to begin the return sequence toward the primary cutting station. This deliberate horizontal shift gradually brings the wall-mounted hand tool racks back into view, captures the polished steel clamps once again catching the overhead fluorescent glow, and allows the trailing edge of the black metal bandsaw table to re-enter from the left side of the frame, while a fresh scattering of pale yellow sawdust becomes visible along the floorboards to trace the machine's recent path, methodically bridging the visual gap between the peripheral storage zone and the central workspace.",
+          "The camera completes its steady pan to the right, finally locking back onto the initial viewpoint to restore the original framing around the active bandsaw setup. The vertical cutting blade is now clearly positioned as it finishes its precise pass along the blue marker line, leaving a clean separation through the dense wood grain while a substantial mound of pale yellow sawdust rests undisturbed on the black work surface below, successfully re-establishing the primary woodworking scene with the cut segment slightly offset from the main block under bright workshop illumination that highlights the freshly exposed timber fibers."
+        ]
+      }
+    },
+    "original_task_id": "a00814_00048",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00923_00451_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blacksmith uses tongs and a metal bar to bend and separate the glowing red, heated arms of a metal workpiece resting on an anvil.",
+          "The camera cranes down from its initial height, framing the soot-stained iron anvil and scattered charcoal dust around its base.",
+          "The camera continues to crane down toward the workshop floor, showing only the cracked concrete ground and a pile of discarded scrap metal resting nearby.",
+          "The camera begins to crane up from the ground level, capturing the blacksmith's heavy leather apron and the worn wooden handle of a nearby hammer.",
+          "The camera cranes up to re-establish the original workspace, clearly showing the glowing red junction of the bent metal piece resting on the anvil as the blacksmith manipulates it with tongs."
+        ]
+      }
+    },
+    "original_task_id": "a00923_00451",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00132_00608_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A heavy mechanical press descends rapidly onto a glowing orange metal bar, forcefully crushing and flattening the hot steel against the lower die while debris scatters.",
+          "The camera initiates a smooth tracking motion to the right, gradually shifting the perspective away from the central forging station while maintaining a steady lateral pace across the industrial floor; the frame reveals the intense thermal radiation emanating from the freshly heated orange steel bar that continues to glow fiercely beneath the descending upper die of the heavy mechanical press, while small flakes of oxidized scale and scattered metallic debris accumulate on the worn lower die surface, all set against the dimly lit, soot-stained interior of the workshop where ambient heat shimmer distorts the surrounding air and heavy steel support columns anchor the massive hydraulic equipment to the reinforced concrete foundation.",
+          "The camera continues its uninterrupted tracking motion to the right, pushing the lateral displacement further until the central forging zone completely exits the frame and the original crushing action disappears from view entirely; the composition captures a cluttered row of heavy-duty storage racks filled with raw ingot blanks and coiled steel rods alongside a secondary grinding station equipped with abrasive wheels and coolant reservoirs, while stray sparks from distant welding operations illuminate the darkened periphery of the expansive manufacturing facility and dust particles drift slowly through the stagnant air near the concrete loading bays.",
+          "The camera initiates a deliberate tracking motion to the left, reversing the previous trajectory and beginning the paired return sequence that slowly guides the perspective back toward the central work zone; the lens captures the re-emerging edges of the massive press housing and heavy cast-iron guide columns while stray fragments of cooled slag and scattered metal shavings become visible on the workshop floor, all set against the backdrop of returning industrial elements like suspended cable reels and ventilation exhaust grates that gradually come back into alignment with the primary forging station.",
+          "The camera completes its smooth tracking motion to the left, fully restoring the original framing and re-establishing the central viewpoint that clearly displays the completed forging operation; the stabilized composition reveals the flattened and still-glowing orange steel bar resting securely on the lower die with its once-cylindrical shape now compressed into a broad rectangular plate, while the heavy upper press head remains fully descended and scattered flakes of dark oxidized scale lie strewn across the metallic work surface, all illuminated by the persistent radiant heat that continues to shimmer in the air around the freshly deformed workpiece."
+        ]
+      }
+    },
+    "original_task_id": "a00132_00608",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00785_00180_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hammer strikes a glowing orange metal rod placed on an anvil, repeatedly pounding the heated metal to flatten and elongate it.",
+          "The camera tilts upward away from the rough, pitted surface of the anvil, slowly revealing the blacksmith's hand gripping the long iron tongs while the glowing orange tip of the metal rod remains visible near the center of the frame.",
+          "The camera continues to tilt upward until the anvil and the heated metal rod are completely out of view, exposing the dark, soot-covered brick walls of the workshop and a faint, flickering light source from a forge in the background.",
+          "The camera tilts downward, moving past the heavy chains hanging from the ceiling and the blacksmith's leather apron, guiding the viewer's gaze back toward the workbench area where the metalworking is taking place.",
+          "The camera completes its downward tilt to re-establish the original action area, bringing the heavy steel anvil and the elongated, slightly cooling metal rod back into sharp focus as the hammering process is ready to resume."
+        ]
+      }
+    },
+    "original_task_id": "a00785_00180",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00550_00137_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blacksmith repeatedly strikes a glowing orange metal bar resting on an anvil with a hammer, shaping the heated material while sparks scatter upon impact.",
+          "The camera pans left across the workshop floor, and the frame captures a stack of weathered wooden planks and a rusted metal bucket resting near the tool rack.",
+          "The camera continues panning left, and the view shifts entirely to a shadowed storage corner lined with hanging leather aprons and a rack of cold steel chisels, leaving the anvil and glowing metal completely out of sight.",
+          "The camera begins panning right, and the frame sweeps past scattered iron filings and a sturdy workbench cluttered with heavy tongs and brass measuring gauges.",
+          "The camera completes its rightward pan to re-center the composition, and the original forging area returns into view with the heavy anvil and the intensely glowing orange metal bar clearly illuminated under the overhead lights."
+        ]
+      }
+    },
+    "original_task_id": "a00550_00137",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_01537_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A rocket engine ignites on a test stand, transitioning from billowing white vapor to a massive, expanding plume of bright orange fire and exhaust gases erupting downward.",
+          "The camera initiates a steady, mechanical tilt downward, gradually shifting the optical axis away from the elevated support structure and tracking the initial phases of the propulsion sequence as the viewpoint migrates toward the launch pad infrastructure, revealing the thick, billowing white vapor that violently erupts from the circular nozzle assembly, capturing the dense, turbulent clouds as they swirl outward and temporarily obscure the intricate steel framework of the test stand while highlighting the stark visual contrast between the pristine industrial machinery, the reinforced concrete drainage trenches, and the raw, uncontrolled thermal energy being released during the critical static fire test.",
+          "The camera maintains its relentless downward tilt, carrying the viewer's perspective completely past the ignition zone and the surrounding support apparatus until the rocket engine and its fiery exhaust are entirely eliminated from the visual field, presenting a fully displaced composition now dominated by the rugged, water-stained concrete pad and the expansive network of drainage trenches that crisscross the test site, revealing scattered thermal debris, heat-discoloration patterns on the pavement, and the distant perimeter fencing that marks the secure boundary of the launch facility while establishing a grounded, terrestrial context far removed from the mechanical drama occurring just outside the shot.",
+          "The camera begins a controlled upward tilt, reversing its previous trajectory and gradually lifting the frame away from the desolate concrete pad and drainage infrastructure that had dominated the lower perspective, sweeping back across the heat-scorched ground surface and the shadowed contours of the test site while slowly recovering the structural elements of the launch mount as the bright, incandescent glow of the burning propellant starts to bleed into the lower edges of the composition and the intense orange flames begin to illuminate the surrounding steel framework with a fierce, pulsating radiance.",
+          "The camera completes its upward tilt, seamlessly restoring the original overhead perspective and bringing the rocket engine, its massive support truss, and the violently expanding plume of bright orange fire back into sharp, centralized focus, once again capturing the full spectacle of the static test as the circular nozzle assembly channels a tremendous, roaring torrent of superheated exhaust gases directly into the reinforced deflector pit below while revealing the intricate lattice of steel beams, the billowing white and orange vapor clouds, and the stark industrial geometry of the test stand against the dusty terrain."
+        ]
+      }
+    },
+    "original_task_id": "a00106_01537",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_00563_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A small rectangular object on the ground violently erupts, shooting a dense fountain of bright orange sparks and intermittent white flashes into the darkness while releasing clouds of smoke.",
+          "The camera tilts downward, and the coarse, dry earth immediately surrounding the ignition site fills the lower frame as the initial spray of golden embers scatters across the dirt.",
+          "The camera continues its steady downward tilt, and only the shadowed, uneven soil and scattered pebbles beneath the blast zone remain in view while the eruption stays completely out of sight.",
+          "The camera initiates a smooth upward tilt, and the lower perimeter of the testing ground reappears where faint, drifting tendrils of gray smoke hover just above the darkened terrain.",
+          "The camera completes its upward return motion, and the original blast zone re-centers in the frame to clearly show the small rectangular casing still violently ejecting a dense fountain of bright orange sparks and thick white smoke into the night."
+        ]
+      }
+    },
+    "original_task_id": "a00843_00563",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00107_00694_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A gloved hand presses a metal chisel against a rapidly spinning wooden block mounted on a lathe, carving away material and sending a spray of wood shavings into the air as the surface is smoothed.",
+          "The camera arcs smoothly clockwise around the workshop setup, shifting the perspective to capture the lateral view of the lathe while the gloved operator continues to apply the metal chisel to the rapidly spinning wooden block. As the lens rotates, the frame highlights the dynamic spray of wood shavings being ejected from the contact point, emphasizing the texture of the accumulating sawdust on the metal tool rest and the subtle vibration of the machine components under the pressure of the carving process. The motion maintains a steady pace, keeping the interaction between the tool and the wood as the focal point while gradually introducing the cluttered background of the workbench filled with various woodworking accessories, such as small bottles of glue and discarded metal fragments, which sit coated in a layer of fine dust. The clockwise movement enhances the sense of three-dimensionality, revealing the curvature of the wooden piece as it rotates and the way the light catches the swirling patterns in the wood grain.",
+          "The camera continues its clockwise arc past the active carving station, sweeping the view away from the spinning wood and chisel until the lathe mechanism disappears entirely from the frame. This displacement reveals the broader context of the dusty workshop floor, focusing instead on a pile of raw timber logs and a heavy wooden stump resting near the periphery of the workspace. The rotation brings into view the scattered debris of previous projects, including small plastic containers and metal scraps resting on a secondary workbench, while the lighting shifts to catch the dust motes floating in the air near the edge of the room. The original action of smoothing the wooden block is completely obscured, replaced by the static stillness of the stored materials and the textured surface of the sawdust-covered ground. The lens lingers momentarily on a weathered wooden block with a central hole, emphasizing the rustic and utilitarian nature of the environment before the view becomes fully detached from the immediate activity of the lathe.",
+          "The camera initiates a counterclockwise arc to reverse the previous trajectory, swinging back from the area of stored timber logs toward the central workspace. As the lens pivots, the frame tracks across the rough, dust-laden concrete floor, catching glimpses of the heavy wooden stump and the scattered metal tools that mark the path back to the lathe. The motion is deliberate and mirrored, retracing the environmental context established during the departure phase while the ambient workshop sounds of the machinery become more distinct as the viewpoint approaches the source. The rotation gradually aligns the perspective with the direction of the machine, preparing to reintroduce the active carving scene by sweeping past the secondary workbench cluttered with adhesive bottles and small hardware items. The counterclockwise movement smoothly transitions the focus from the static background elements back toward the dynamic center of the room, anticipating the return of the spinning wood and the operator's steady hand.",
+          "The camera completes the counterclockwise arc and settles back into the original close-up position, fully re-establishing the view of the lathe where the gloved hand is firmly pressing the metal chisel against the now-smoothed wooden block. The spinning wood fills the frame once more, displaying the refined surface texture achieved through the carving process, while a continuous stream of fine wood shavings sprays outward from the contact point. The focus sharpens on the interaction between the tool and the material, highlighting the precision of the operator's grip and the rhythmic removal of material as the lathe rotates at high speed. This return to the initial viewpoint confirms the continuity of the action, showcasing the progress made on the wooden object amidst the chaotic yet controlled environment of the woodworking station. The camera stabilizes, allowing the viewer to observe the final stages of shaping the bowl, with the dust-covered gloves and the gleaming metal of the chisel contrasting against the warm tones of the turning timber."
+        ]
+      }
+    },
+    "original_task_id": "a00107_00694",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00550_00045_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blacksmith repeatedly strikes a glowing orange rectangular metal billet held by tongs on an anvil with a heavy hammer, deforming the hot steel as small sparks scatter with each impact.",
+          "The camera begins a steady pan left, and the frame reveals a stack of cooling metal tongs resting against a rough brick wall in the shadowed corner of the forge.",
+          "The camera continues the leftward pan, and the original action area disappears from view, leaving only a dusty shelf lined with iron files and a dim blue work light visible in the shot.",
+          "The camera reverses direction and starts a pan right, and the view captures a cluttered background where leather aprons hang from wooden hooks before the soot-stained anvil reappears at the edge.",
+          "The camera completes the pan right, and the original forging scene returns to focus, clearly displaying the blacksmith's hammer striking the glowing orange billet on the anvil with sparks scattering across the dark surface."
+        ]
+      }
+    },
+    "original_task_id": "a00550_00045",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00270_00023_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "An Uzbekistan Airways airplane lands on a wet runway, creating a large rooster tail of water spray as its wheels make contact and spoilers deploy on the wings.",
+          "The camera tilts upward as the aircraft makes initial contact with the ground; the frame captures the blue and white Uzbekistan Airways fuselage gliding just above the rain-slicked tarmac with a sudden burst of spray from the main landing gear.",
+          "The camera continues tilting upward until the landing strip completely vanishes from view; the shot displays only the dense overcast sky and the rusted upper sections of distant perimeter lighting towers against the heavy gray clouds.",
+          "The camera tilts downward to initiate the return sweep; the view reveals the dark boundary treeline and the amber glow of the approach path indicators emerging from the lower edge of the frame.",
+          "The camera completes its downward tilt to restore the original perspective; the frame clearly shows the Boeing 767-300ER rolling down the wet runway with its wing spoilers fully deployed and a massive rooster tail of water erupting behind the tires."
+        ]
+      }
+    },
+    "original_task_id": "a00270_00023",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00743_01705_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person throws a yellow disc that flies high through the air, gliding past green trees toward a metal disc golf basket with hanging chains.",
+          "The camera initiates a smooth pan to the left, keeping the yellow disc soaring through the air and the metal basket with hanging chains visible in the foreground as the perspective shifts slightly away from the center of action.",
+          "The camera continues the leftward pan, sweeping past the throwing zone until the player and the disc golf target are completely absent, revealing only a dense cluster of sunlit underbrush and a fallen log covered in moss.",
+          "The camera changes direction and begins a deliberate pan to the right, gliding back over the blurred greenery and the rough texture of a nearby tree trunk, preparing to reframe the original setting.",
+          "The camera finalizes the return pan to the right, re-establishing the original viewpoint where the metal disc golf basket with its silver chains is clearly visible again, centered in the frame as the yellow disc completes its approach."
+        ]
+      }
+    },
+    "original_task_id": "a00743_01705",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00815_00446_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skateboarder in a white shirt grinds along a metal railing, loses balance while dismounting, and falls hard onto the concrete pavement, sliding on his back.",
+          "The camera begins a steady counterclockwise orbit around the plaza, tracking the skateboarder in the white graphic tee as he grinds his trucks along the silver metal railing, capturing the tension in his posture against the backdrop of passing vehicles and the urban street environment.",
+          "The camera continues its counterclockwise sweep, panning away from the rail to focus entirely on the adjacent street corner where a silver hatchback is parked near a thick tree trunk, effectively removing the skateboarder and the initial obstacle from the frame to highlight the empty space he is about to occupy.",
+          "The camera reverses direction with a smooth clockwise orbit, swinging back past the textured bark of the plane tree and the grey concrete pavers, gradually revealing the chaotic energy of the street as the view shifts from the static parked cars back toward the area where the skater landed.",
+          "The camera completes its clockwise return to the original vantage point, firmly re-establishing the scene to show the skateboarder sprawled on his back on the pavement, sliding to a rest near the tree base with his board lying detached nearby, marking the conclusion of the failed trick."
+        ]
+      }
+    },
+    "original_task_id": "a00815_00446",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00815_00919_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skateboarder with long hair rides toward a metal rail, jumps onto it to attempt a grind, loses balance, and falls off onto the concrete pavement, sliding along the ground.",
+          "The camera initiates a steady downward tilt, revealing the sun-bleached concrete pavement and the vertical support posts of the metal rail.",
+          "The camera continues its smooth downward tilt, filling the frame with a patch of dry grass and a weathered red curb while the original skating zone remains completely hidden.",
+          "The camera begins a controlled upward tilt, bringing the shadowed trunk of a large oak tree and the adjacent green lawn into view.",
+          "The camera completes the upward tilt, restoring the original plaza scene where the long-haired skateboarder slides across the sunlit concrete near his overturned board."
+        ]
+      }
+    },
+    "original_task_id": "a00815_00919",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00903_00080_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A BMX rider launches off a high concrete ledge, soaring through the air before crashing hard onto the pavement, causing the bike and rider to tumble and roll across the ground.",
+          "The camera tilts upward, tracking the BMX rider as he propels himself off the high concrete ledge, revealing the expansive gray stone cladding of the building and the vertical lines of the window frames that dominate the background.",
+          "The camera continues its upward tilt, moving past the rider's initial launch point to focus exclusively on the upper levels of the modern structure, framing the blank concrete surfaces and distant foliage while the street and the crashing rider are completely excluded from the shot.",
+          "The camera begins a smooth downward tilt, descending from the upper architectural details and sweeping back toward the ground, guiding the viewer's attention away from the sky and back toward the urban plaza where the event took place.",
+          "The camera completes its downward tilt to restore the original perspective, bringing the paved plaza back into full view where the rider lies curled on the ground next to his bicycle, with the base of the stairs and nearby parked cars clearly visible again."
+        ]
+      }
+    },
+    "original_task_id": "a00903_00080",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00786_02269_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A bowler releases a black ball down a wooden lane. The ball rolls rapidly toward the white pins with red stripes, striking the formation and sending the pins scattering and tumbling across the deck.",
+          "The camera begins a smooth pan left, and the frame captures the gleaming black bowling ball as it accelerates down the polished maple lane toward the waiting white pins.",
+          "The camera continues the leftward pan, and the view shifts entirely to a dimly lit service corridor where the bowling lane and pins are completely absent from the shot.",
+          "The camera initiates a steady pan right, and the shot sweeps past the darkened side walls to gradually bring the glossy wooden gutters and pin deck back into focus.",
+          "The camera completes the rightward pan, and the perspective re-centers on the alley to clearly display the scattered white pins with red stripes tumbling across the dark sweep area after the impact."
+        ]
+      }
+    },
+    "original_task_id": "a00786_02269",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00629_00640_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hockey player in a black jersey skates with the puck while being pursued by an opponent. He loses his balance, falls to the ice, and slides forcefully into the boards.",
+          "The camera initiates a deliberate crane down motion, steadily lowering its elevated broadcast perspective toward the frozen playing surface while maintaining a smooth vertical trajectory; as the optical axis descends, the frame clearly captures the black-jerseyed forward gliding across the freshly resurfaced ice with precise stick control as his white-clad defender aggressively closes the distance along the adjacent hash marks, all illuminated by the harsh overhead arena lights that cast sharp reflections across the cold expanse and highlight the vibrant advertising graphics mounted along the perimeter boards, effectively setting the stage for the impending physical engagement near the defensive zone where the players' blades continue to carve intricate patterns into the compacted snow, creating a dynamic visual contrast between the swift athletic movement and the rigid, frozen environment that demands constant balance and precision.",
+          "The camera continues its steady crane down trajectory, pushing the optical viewpoint further toward the rink floor until the initial skating zone completely disappears from the frame; as the descent reaches its lowest point, the lens now frames only the textured grooves and snow spray accumulating along the yellow kickplate at the base of the dasher boards, where the harsh overhead spotlights cast long, distorted shadows across the damp rubber matting and reveal the intricate network of skate marks etched into the cold, hard surface beneath the protective glass, completely isolating the foundational elements of the arena infrastructure while the dynamic player movement vanishes entirely from sight, leaving only the stark, unyielding materials of the rink's lower boundary in full view, where the accumulated ice shavings and moisture create a gritty, textured landscape that emphasizes the mechanical durability required for professional competition.",
+          "The camera begins a controlled crane up maneuver, gradually elevating its position away from the floor-level perspective and reclaiming the vertical space above the ice; as the ascent progresses, the frame slowly reintroduces the lower sections of the transparent acrylic barrier along with the metallic stanchions that secure the rink glass, allowing the ambient arena atmosphere to filter back into view through the subtle reflections on the curved safety panels and the distant blur of spectator seating that begins to emerge in the upper periphery, effectively bridging the gap between the grounded structural details and the broader competitive environment that awaits reentry into the composition, gradually restoring the spatial context necessary to understand the full scope of the game while the rising perspective reveals the interplay of artificial illumination and translucent materials that define the modern hockey arena experience.",
+          "The camera completes its steady crane up sequence, restoring the original broadcast elevation and aligning the optical axis back toward the center of the playing surface; as the viewpoint stabilizes, the frame clearly reveals the fallen athlete in the black jersey sliding to a halt against the padded boards while his stick lies discarded on the frosty expanse, surrounded by the scattered markings of the defensive zone and the crisp boundary lines that frame the intense physical confrontation now fully visible once more, successfully returning the audience to the primary point of interest where the impact and subsequent recovery unfold under the bright stadium illumination, re-centering the narrative on the critical moment of athletic collision and ensuring that the viewer's attention is firmly anchored to the original action zone as the sequence reaches its conclusive visual resolution."
+        ]
+      }
+    },
+    "original_task_id": "a00629_00640",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00204_01516_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Two players in yellow shirts vigorously sweep the ice with brooms in front of a sliding yellow curling stone, guiding its path down the rink towards the target circle.",
+          "The camera tracks right, shifting the view along the polished white ice to reveal the blue sideboards and the red and blue \"World Curling\" logos as the sweepers continue their motion.",
+          "The camera continues tracking right, panning completely away from the athletes until the yellow shirts and the sliding stone are no longer visible, leaving only the empty ice sheet and the green \"Arla\" logo in the frame.",
+          "The camera tracks left, reversing direction along the rink boundary to bring the blue \"Swedish Winter Sports Research Centre\" advertisement back into view as the lens moves toward the active play area.",
+          "The camera tracks left to re-establish the original viewpoint, centering the frame once more on the two players in yellow shirts vigorously sweeping the ice in front of the yellow stone as it sits within the blue target circle."
+        ]
+      }
+    },
+    "original_task_id": "a00204_01516",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00206_00877_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Large chunks of white ice are dropped into a clear glass resting on a white surface, landing at the bottom one by one.",
+          "The camera begins panning right, shifting the clear glass and its smooth white countertop toward the left edge of the frame while maintaining a steady overhead perspective.",
+          "The camera continues panning right, revealing only an unmarked expanse of the bright white surface and soft ambient lighting while the original drinking setup remains completely out of sight.",
+          "The camera starts panning left, sweeping across the pristine table area to bring the workspace edge and subtle shadow gradients into view as it retraces its previous trajectory.",
+          "The camera completes panning left, re-centering the frame to clearly show the clear glass on the white surface, now holding the accumulated ice chunks under steady lighting."
+        ]
+      }
+    },
+    "original_task_id": "a00206_00877",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00903_00032_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person wearing a purple hat rides a blue BMX bike toward a low metal rail, attempts to grind along it, slips off the bike mid-trick, and tumbles onto the sidewalk.",
+          "The camera initiates a smooth lateral track to the left, steadily advancing along the quiet residential street while revealing a green municipal trash bin positioned beside a weathered wooden fence that borders the front lawn. The overcast daylight softly illuminates the damp asphalt roadway, highlighting faded white lane markings and a row of parked vehicles that includes a bright red hatchback alongside a dark gray sedan stationed near the curb, as the tracking movement continues at a consistent pace to capture the textured brick facade of a nearby house and the neatly trimmed grass verges shifting toward the right edge of the composition.",
+          "The camera persists in its uninterrupted leftward tracking motion, deliberately sweeping past the initial stunt zone to frame a tall corrugated metal gate marked with faded white graffiti tags alongside a narrow paved driveway that leads toward a secondary brick residence. Leafless spring trees sway gently against a muted gray sky, their bare branches contrasting with a series of identical utility boxes and concrete drainage grates that line the edge of the empty roadway, while the continuous lateral glide leaves the original riding location completely behind to present only distant parked cars and residential fencing within the newly established viewpoint.",
+          "The camera reverses its trajectory with a controlled rightward tracking sequence, smoothly gliding back toward the initial performance area while gradually reintroducing familiar streetscape elements into the composition. As the lens moves past the same concrete drainage grates and residential boundary structures, the damp asphalt and neatly trimmed grass verges reappear under the flat overcast lighting, while the distant silhouette of a brick house slowly emerges on the right side of the frame to allow parked vehicles and weathered wooden fences to slide back into view as the perspective steadily converges toward the original riding corridor.",
+          "The camera completes its synchronized rightward tracking maneuver, settling precisely into the original vantage point to clearly reframe the aftermath of the failed trick on the concrete curb. The blue BMX bicycle rests upside down against the low metal rail, its thick tires pointing skyward while the fallen rider sits slumped on the gray pavement, adjusting his purple beanie and brushing dirt from his black jacket, as surrounding details like the chipped white door of the adjacent house and scattered green grass patches remain sharply in focus under the flat daylight to fully restore the initial action zone and capture the exhausted posture of the cyclist exactly where the sequence began."
+        ]
+      }
+    },
+    "original_task_id": "a00903_00032",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00280_00363_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skier descends rapidly down a steep, snow-covered mountain slope, navigating around scattered dark rocks while kicking up a large spray of white powder with each turn.",
+          "The camera begins a steady clockwise orbit around the mountain face, capturing the sunlit granite boulders and the trailing plume of fresh powder as the skier carves downward.",
+          "The camera continues the same clockwise arc, shifting the frame entirely away from the descent to reveal a distant, shadowed ridge line draped in wind-swept snowdrifts.",
+          "The camera initiates a counterclockwise orbit to reverse the trajectory, panning back across frost-covered scree fields and catching the sharp glint of sunlight on exposed rock faces.",
+          "The camera completes the counterclockwise return swing, realigning with the initial perspective to bring the steep snowy slope back into view where the skier navigates past scattered dark boulders."
+        ]
+      }
+    },
+    "original_task_id": "a00280_00363",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00238_00133_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Glass marbles roll along carved wooden tracks, dropping into curved channels and striking a pivoting wooden hammer that swings back and forth.",
+          "The camera smoothly cranes downward while maintaining a perfectly level horizon, gradually shifting the visual focus away from the upper rolling assembly toward the foundational timber supports of the marble run; this deliberate vertical descent reveals the intricate joinery of the light-colored pine base where polished glass marbles with swirling blue and green cores rest momentarily in carved wooden recesses before continuing their kinetic journey under soft diffused daylight that highlights subtle grain patterns and precise router marks along every track edge while emphasizing the careful craftsmanship involved in constructing this mechanical toy that rests securely upon the slatted workbench, where the natural amber tones of the hardwood provide a warm contrast to the cool translucence of the rolling spheres as they navigate the carefully calibrated slopes designed to maintain consistent velocity throughout the entire course.",
+          "The camera continues its controlled crane down motion, steadily descending past the midpoint of the support structure until the upper marble tracks and swinging hammer mechanism completely disappear beyond the top edge of the frame; this fully displaced viewpoint isolates the interlocking wooden blocks that form the stable foundation along with scattered wood shavings and fine sawdust resting on the warm-toned slatted surface while natural ambient light casts soft shadows across the dovetail-style connections to reveal the precise alignment of vertical posts and horizontal rails that quietly distribute the structural load, creating a grounded composition that emphasizes the raw materiality and unadorned beauty of the construction process without any distracting kinetic elements to draw the eye away from the sturdy craftsmanship.",
+          "The camera reverses its trajectory with a smooth crane up motion, steadily rising from the foundational base toward the midsection of the wooden apparatus while keeping the lens perfectly level; this initial phase of the return movement gradually brings back into view the lower curved transition channels and the precisely routed grooves where the glass marbles accelerate before launching toward the impact zone under consistent overhead lighting that accentuates the clean geometric lines of the vertical support columns and the metallic pivot pin embedded in the swinging hammer arm, reorienting the viewer toward the central mechanism while carefully tracing the path of the marbles as they prepare to trigger the next cycle of kinetic energy transfer through the handcrafted assembly.",
+          "The camera completes its upward crane motion, returning to the exact original elevation and perfectly re-establishing the full operational view of the marble run system; this final shot restores the complete kinetic scene where the carved wooden tracks guide the translucent blue and green glass marbles into the curved catch basin to precisely strike the pivoting wooden hammer and set it into a rhythmic back-and-forth swing under bright natural illumination that emphasizes the smooth finish of the router-cut channels and the subtle wear marks on the impact block, clearly displaying the harmonious interaction between the rolling spheres and the handcrafted wooden mechanism exactly as it appeared before the camera departure while the surrounding slatted background remains softly out of focus."
+        ]
+      }
+    },
+    "original_task_id": "a00238_00133",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00783_00136_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A shirtless man in green shorts runs across a wooden platform and leaps off the edge, falling through the air before splashing heavily into the murky water below.",
+          "The camera initiates a smooth downward tilt, tracking the shirtless man in green shorts as he sprints across the weathered wooden planks of the elevated platform structure.",
+          "The camera maintains the downward tilt, shifting the frame entirely away from the high deck to capture the murky brown water and the large concrete alligator sculpture on the shore.",
+          "The camera begins a steady upward tilt, rising from the chaotic splash zone to reveal the dark, rippling surface of the pond and the nearby floating plywood dock.",
+          "The camera completes the upward tilt, bringing the wooden railing and the tattered black flags back into the frame to re-establish the original launching point of the jump."
+        ]
+      }
+    },
+    "original_task_id": "a00783_00136",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00651_01301_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Turbulent white foam churns and bubbles vigorously across the surface of dark green water, creating a splashing wake that continuously expands and mixes with the surrounding ripples.",
+          "The camera initiates a steady clockwise orbital sweep along the water's edge, and the vigorous churn of turbulent white foam fractures into bubbled clusters across the dark green surface.",
+          "The camera continues its uninterrupted clockwise rotation away from the disturbance, and a calm expanse of undisturbed dark green water marked by faint concentric ripples and scattered sunlight glints fills the frame.",
+          "The camera begins a deliberate counterclockwise orbital trajectory back toward the source, and the trailing edge of the expanding froth merges with fresh bubbles across the darker liquid.",
+          "The camera completes its counterclockwise orbital return to the starting position, and the turbulent white foam vigorously churns and splashes across the dark green water exactly as before."
+        ]
+      }
+    },
+    "original_task_id": "a00651_01301",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00561_00108_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand dangles a crawfish just above the calm water surface until a large fish suddenly lunges upward, snatching the bait in its mouth and creating a violent splash as it thrashes back down.",
+          "The camera initiates a smooth counterclockwise orbital trajectory along the water's edge, gradually shifting its perspective away from the initial strike zone while maintaining a steady horizontal plane; as the lens continues its deliberate rotation, the frame captures the dark glassy surface of the pond reflecting the overhanging green willow branches alongside the lingering concentric ripples that slowly expand outward from where the predatory fish violently thrashed moments before, with faint sunlight glinting off the disturbed droplets suspended in the humid air and the muddy shoreline vegetation gently swaying in the quiet breeze, framing a tranquil natural setting.",
+          "The camera maintains its continuous counterclockwise orbital path, sweeping further along the perimeter to completely abandon the original feeding location while tracking the natural curvature of the embankment; in this fully displaced perspective, the viewer observes a dense thicket of cattails and submerged aquatic weeds dominating the foreground as their rustling leaves catch the dappled sunlight while the calm water stretches toward a weathered wooden dock in the distance, shifting the visual focus entirely to a quiet cove where dragonflies hover above the reeds and smooth river stones line the shallow bank.",
+          "The camera reverses its directional momentum and begins a deliberate clockwise orbital sweep, steadily guiding the viewpoint back toward the central aquatic stage while compensating for the earlier lateral displacement; through the shifting aperture, the frame gradually reintroduces the familiar shoreline contours and the glossy water surface where scattered patches of floating duckweed drift lazily in the gentle current and the damp earth of the bank glistens under the steady afternoon illumination, marking a steady navigational return as distant bird calls echo across the still air and cumulus clouds reflect on the liquid mirror.",
+          "The camera completes its clockwise orbital rotation and locks back onto the original strike zone, perfectly realigning the optical axis to restore the initial compositional framing while stabilizing all lateral drift; within the re-established view, the turbulent water surface continues to settle into expanding rings as the dark silhouette of the submerged predator remains faintly visible beneath the murk and the overhanging willow branches once again drape into the upper frame, documenting the settling aftermath as residual bubbles pop near the muddy bottom and the discarded crawfish shell drifts through the sunlit water."
+        ]
+      }
+    },
+    "original_task_id": "a00561_00108",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00102_01345_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A mesh strainer filters a translucent pink liquid into a dark bowl, with thin streams dripping down to create ripples and clusters of bubbles on the surface of the red juice.",
+          "The camera tracks right to reveal the wooden table surface surrounding the dark bowl, while the mesh strainer remains positioned above the vibrant red liquid as fresh pink streams continue to drip and disturb the glossy surface with expanding bubbles.",
+          "The camera continues tracking right, shifting the frame completely away from the bowl and strainer to focus on the adjacent section of the rustic wooden worktable, where soft natural light highlights the grain of the timber and a blurred glass jar sitting in the background.",
+          "The camera tracks left to begin the return movement, bringing the edge of the dark ceramic bowl back into view while the surrounding wooden surface slides past, suggesting the approach to the juice preparation area where the pink liquid is being collected.",
+          "The camera completes its track left to re-establish the original viewpoint, centering the dark bowl once again as the mesh strainer filters translucent pink streams into the red juice, causing new clusters of bubbles to form and ripple across the shiny surface."
+        ]
+      }
+    },
+    "original_task_id": "a00102_01345",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00503_01377_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person directs a high-pressure water spray from a nozzle along a dirty stone window sill and brick wall, washing away grime and debris as the stream moves back and forth across the surface.",
+          "The camera initiates a steady lateral pan left, smoothly tracking along the exterior brickwork while the high-pressure spray continues its rhythmic sweeping motion across the weathered stone ledge, revealing the stark contrast between the freshly rinsed surface and the accumulated layers of stubborn grime that cling to the lower masonry, with bright afternoon sunlight catching the fine mist as it drifts downward onto the damp soil and tangled green foliage below, highlighting the intricate texture of the wet bricks and the deliberate, methodical progress of the cleaning operation as the nozzle steadily advances toward the shadowed corner of the garden bed, where dense mature climbing vines cast dappled patterns across the dampened wall surface while the operator maintains a firm grip on the heavy hose assembly to ensure consistent water pressure throughout the entire washing sequence without interrupting the smooth visual transition across the residential facade and surrounding landscaping elements.",
+          "The camera continues its uninterrupted lateral pan left, drifting past the original cleaning zone until the window sill and active spray are completely excluded from the frame, showcasing a broader section of the red brick exterior wall that is heavily shaded by overhanging tree branches, where scattered leaves rest against the mortar lines and a narrow drainage channel runs parallel to the foundation, illuminated by filtered daylight that emphasizes the rough texture of the aged masonry and the quiet stillness of this untouched garden corner, far removed from the initial washing activity, while the lens steadily captures the intricate patterns of creeping ivy that climb vertically up the dampened surfaces, highlighting how natural vegetation gradually integrates with the architectural stonework over many seasons of exposure to rainfall, creating a serene botanical tableau that stands in quiet contrast to the maintenance task.",
+          "The camera initiates a deliberate lateral pan right, smoothly retracing its previous path along the brick facade while the frame gradually reveals a cluster of leafy shrubs growing near the base of the wall, where droplets of residual moisture cling to the vibrant green foliage and cast reflections under the bright sun, emphasizing the lush vitality of the garden planting and the boundary between the cultivated vegetation and the structural masonry, as the steady movement begins to pull the viewer back toward the focal point of the cleaning sequence, while the shifting perspective slowly brings the white painted window frame back into view, revealing how the light catches the dampened stone ledge and highlights the clean streaks left by the water, contrasting with the areas awaiting treatment, restoring the familiar composition for the reestablishment of the washing activity.",
+          "The camera completes its steady lateral pan right, smoothly returning to the initial vantage point while the frame fully captures the freshly cleaned stone window sill and surrounding red brick wall once more, showcasing the transformation achieved by the high-pressure spray as water continues to sheet off the masonry, with sunlight gleaming off the wet surface and illuminating the white window frame that stands out against the saturated bricks, while the operator adjusts the nozzle angle to rinse away the last traces of loosened debris, leaving the feature visibly refreshed and free of accumulated grime, as the mist settles onto the garden bed and allows viewers to appreciate the removal of dirt and the polished appearance of the residential facade under the afternoon sky."
+        ]
+      }
+    },
+    "original_task_id": "a00503_01377",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00440_01043_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire rolls over a row of colorful balloons with faces drawn on them, popping them sequentially from right to left and spraying water onto the concrete.",
+          "The camera tilts down from the initial mid-level perspective, shifting the focus toward the ground as the black rubber tire begins to crush the green and blue balloons, highlighting the wet concrete texture and the spray of water escaping the latex.",
+          "The camera continues its downward tilt, completely displacing the original action area from the frame so that the car tire and the row of balloons are no longer visible, leaving only the stained, damp pavement and scattered water droplets in view.",
+          "The camera begins to tilt upward, initiating the return motion as the frame starts to recapture the lower section of the scene, bringing the wet sheen on the concrete and the deflated remnants of the pink balloon back into the bottom of the shot.",
+          "The camera completes the upward tilt to re-establish the original viewpoint, clearly displaying the entire row of popped balloons with their distorted emoji faces lying flat on the wet ground alongside the silver car wheel and tire."
+        ]
+      }
+    },
+    "original_task_id": "a00440_01043",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00705_00059_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Popcorn pieces fall into a black pan containing yellow liquid eggs, accumulating on the surface, before a wooden spatula stirs the mixture, blending the white popcorn into the cooking eggs.",
+          "The camera tracks left, sliding the view along the rim of the black pan to reveal the textured inner surface and the wooden spatula tip, while the yellow egg mixture and floating popcorn kernels drift out of the frame toward the right.",
+          "The camera continues its leftward pan, fully displacing the cooking area to focus on the dark stovetop grates and the matte exterior curve of the skillet handle, leaving the bubbling contents completely out of sight in the shadowed background.",
+          "The camera tracks right, reversing direction to sweep back across the dark metallic burner and the skillet's handle, gradually restoring the view of the pan's edge as the lighting catches the sheen of the cookware material.",
+          "The camera finishes its rightward movement to re-establish the center frame on the black pan, showing the wooden spatula mixing the white popcorn into the yellow eggs, with the sizzling liquid and popped kernels clearly visible in their final cooking state."
+        ]
+      }
+    },
+    "original_task_id": "a00705_00059",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00787_00007_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blue balloon drops onto a stone floor and bounces, rebounding upwards and falling back down multiple times in a rhythmic motion.",
+          "The camera initiates a steady pan right along the textured floorboards, smoothly tracking past the chipped edges and faded varnish; the frame now captures a neglected storage corner where a row of rusted metal shelves stands against a damp concrete wall, holding fractured glass jars and tangled ropes that catch the ambient glow of a flickering overhead bulb suspended from a blackened ceiling beam, while a stack of mildewed wooden crates marked with faded shipping labels rests near a narrow window sealed with grime that allows only a thin ribbon of grey afternoon light to slice across the accumulated layers of dirt and scattered cobwebs clinging to the rough brickwork, casting deep amber shadows that slowly migrate across the cracked plaster as the mechanical whir of the lens housing underscores the quiet transition away from the central impact zone entirely.",
+          "The camera continues its deliberate pan right across the dimly lit expanse, smoothly gliding past the weathered support pillars and scattered equipment; the view now reveals a completely different section of the warehouse where heavy canvas tarps drape over unidentifiable machinery, illuminated by the harsh glare of a single industrial work lamp mounted on a rolling cart, while the cold stone flooring gives way to compacted earth and scattered gravel that stretches toward a reinforced steel door marked with peeling hazard warnings, ensuring that the initial bouncing zone has disappeared from the frame as the lens sweeps past empty shelving units coated in thick grey dust and a collapsed cardboard box resting near a drainage grate that echoes with the drip of condensation from a leaking overhead pipe, casting elongated silhouettes against the damp masonry walls while the stale air carries the scent of oxidized metal and aged timber throughout the deserted corridor.",
+          "The camera reverses its trajectory with a controlled pan left across the shadowed corridor, steadily retracing its path past the damp masonry walls and oxidized fixtures; the composition now brings the familiar warehouse interior back into view, where the scattered gravel and compacted earth gradually transition back into the original weathered stone tiles, illuminated by the soft ambient glow of distant skylights filtering through accumulated grime, while the heavy canvas tarps and industrial cart slowly slide toward the right edge of the frame, reorienting the viewer toward the central open space where the rhythmic activity originally unfolded, accompanied by the hum of settling infrastructure and the faint rustle of loose papers shifting across the surface as the lens realigns with the primary focal point of the abandoned room, casting diagonal shadows that stretch across the chipped plaster and fractured floorboards while the cool evening breeze drifts through the ventilation shafts, stirring the atmosphere.",
+          "The camera completes its return pan left across the expansive floor, smoothly centering the frame on the familiar stone tiling to fully restore the initial vantage point; the shot now displays the blue balloon continuing its rhythmic bouncing motion against the worn wooden planks, illuminated by the wash of cool artificial lighting that highlights the scuffed surfaces and scattered dust, while the surrounding warehouse architecture remains static in the background, confirming that the primary subject has remained in place throughout the cinematic excursion, with the soft rubber impacts echoing against the cold masonry walls as the lens finally locks onto the repeating vertical trajectory, capturing the deformation of the inflated sphere upon each descent and the sway of its knotted neck against the dimly lit ground, casting elastic shadows that ripple across the cracked grout lines while the temperature drops slightly near the exposed brick columns, grounding the scene in tangible realism."
+        ]
+      }
+    },
+    "original_task_id": "a00787_00007",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00447_00579_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A decorated car tire rolls forward over a line of colorful water balloons, sequentially bursting them and spraying water onto the red surface covered in confetti.",
+          "The camera executes a smooth clockwise orbit that steadily pivots around the entire festive arrangement, and the frame reveals how the polished silver alloy wheel embellished with a continuous band of golden rhinestones and cheerful emoji decals gradually advances over the initial yellow and pink water balloons while the untouched green, blue, and magenta spheres still rest in a neat row beneath the heavy black rubber tread, their stretched latex surfaces gleaming under the bright overhead lighting as early sprays of clear liquid erupt and scatter across the deeply textured crimson carpet that is thoroughly littered with iridescent confetti strips and scattered glass beads.",
+          "The camera continues its deliberate clockwise rotation that fully shifts the viewing angle away from the central zone, and the frame displays only the empty expanse of the deep red felt surface stretching toward the periphery where scattered metallic confetti fragments and stray glass beads catch the ambient light while the tire, the wheel decorations, and the entire lineup of water balloons have completely vanished from the composition, leaving behind a quiet stretch of crimson material dotted with abandoned streamers and dried water droplets that glisten faintly under the consistent overhead illumination.",
+          "The camera initiates a controlled counterclockwise orbit that steadily reverses the previous trajectory, and the frame captures the textured crimson carpet gradually sliding back into view as scattered confetti strips and glass beads drift across the lower edge of the composition while the surrounding environment slowly transitions from the empty periphery toward the central staging area, revealing fresh patches of iridescent paper shreds and tiny water droplets that reflect the bright overhead lighting as the lens begins its deliberate arc back toward the original focal point.",
+          "The camera completes its counterclockwise sweep that firmly re-establishes the initial viewpoint, and the frame clearly shows the decorated car tire resting past the flattened remnants of the yellow, pink, green, blue, magenta, and red water balloons while splashes of water thoroughly soak the crimson carpet and scattered confetti pieces cling to the wet rubber tread under the bright overhead lighting, with the rhinestone-trimmed wheel and emoji stickers now stationary amid the colorful debris that marks the final aftermath of the sequential bursting sequence."
+        ]
+      }
+    },
+    "original_task_id": "a00447_00579",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00327_00223_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire rolls forward, sequentially crushing a row of colorful balloons lined up underneath the vehicle, causing them to burst and splash water across the pavement.",
+          "The camera tilts downward, shifting the focus from the side of the vehicle to the ground level, clearly framing the row of colorful balloons, specifically the blue and light blue ones, resting on the wet paving stones near the car's rear tire.",
+          "The camera continues its downward tilt, pushing the view further down until the car and the entire line of balloons slide out of the frame, leaving only the textured beige tiles and a patch of green vegetation at the driveway's edge in sight.",
+          "The camera begins to tilt upward, reversing the previous motion to slowly bring the lower section of the car back into the frame, revealing the wet sheen on the pavement where water has started to accumulate.",
+          "The camera completes the upward tilt to re-establish the original viewpoint, clearly showing the aftermath with the car tire now positioned over the popped remnants of the orange, red, and purple balloons scattered across the wet ground."
+        ]
+      }
+    },
+    "original_task_id": "a00327_00223",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_01823_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire slowly rolls forward over a row of four colorful bottles filled with liquid, crushing them sequentially and causing the plastic containers to rupture and spill their vibrant contents onto the asphalt.",
+          "The camera executes a slow downward tilt, carefully adjusting its vertical axis to shift the perspective closer to the ground while maintaining a steady visual focus; as this motion unfolds, the frame clearly reveals the four brightly colored plastic bottles arranged in a neat row on the coarse gray asphalt, their translucent red, yellow, green, and blue bodies reflecting the overcast sky while a heavy automotive tire rests just behind them, ready to roll forward and crush the liquid-filled containers as a steady hand makes final positioning adjustments.",
+          "The camera continues its uninterrupted downward tilt, maintaining the exact same angular velocity established previously while deliberately pushing the central subject matter toward the upper edge of the frame until it completely disappears; as this displacement progresses, the viewer is presented with an isolated close-up of the rough, granular road surface that now fills the entire view, showcasing tiny embedded stones and faint weathering marks on the dark wet pavement while the crushed bottles and the vehicle tire remain entirely out of sight, emphasizing the stark urban texture beneath the experiment.",
+          "The camera begins a measured upward tilt, smoothly reversing the previous downward trajectory while gradually restoring the original horizontal alignment that was lost during the departure sequence; as the viewing angle ascends, composition slowly brings the aftermath of the crushing event back into sharp, clear sight, displaying the flattened plastic casings and the heavy car tire now resting atop a spreading mixture of vibrant liquid that has pooled across dry, cracked ground, while the withdrawn hand is no longer present in the frame.",
+          "The camera completes its steady upward tilt, finalizing the return movement and locking into the precise initial framing to perfectly re-establish the original action area within the center of the shot; as the perspective stabilizes, the entire scene of the destroyed containers is once again fully visible, showcasing the ruptured red, yellow, green, and blue bottles scattered across the damp asphalt with their colorful contents completely spilled and mixed into a glossy puddle that clings to the tread of the stationary tire under natural light."
+        ]
+      }
+    },
+    "original_task_id": "a00563_01823",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00676_01135_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A brown-haired doll sits on a blue swing seat, swinging back and forth in a rhythmic arc. The metal chains sway as the doll oscillates toward and away from the camera.",
+          "The camera initiates a smooth counterclockwise orbit around the playground equipment, shifting the perspective to the right side of the swing set while keeping the brown-haired doll in view as it sits securely on the blue plastic seat, with the rusty metal chains swaying gently against the backdrop of the pink horizontal support bar and the expansive gray gravel surface that covers the ground.",
+          "The camera continues its counterclockwise trajectory, panning further left until the swing set and the oscillating doll slide completely out of the frame to the right, leaving the viewer looking solely at the surrounding park environment which features a weathered wooden fence running along the perimeter, patches of dormant brown grass, and a few scattered fallen red leaves resting on the paved pathway nearby.",
+          "The camera reverses its path and begins a steady clockwise orbit to return to the initial position, sweeping back across the park scenery until the pink vertical support poles of the swing set re-enter the frame from the left, accompanied by the dark, textured rubber safety mats that lie directly beneath the swinging area, grounding the scene in the playground setting.",
+          "The camera completes the clockwise return movement and settles back into the original frontal viewpoint, re-establishing the scene where the brown-haired doll is clearly visible sitting upright on the blue swing seat, dressed in a white shirt with blue stars and a yellow bib, as the swing moves rhythmically back and forth over the black rubber matting, mirroring the initial action perfectly."
+        ]
+      }
+    },
+    "original_task_id": "a00676_01135",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00670_00049_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black bucket swing sways back and forth suspended by chains, casting a distinct, oscillating shadow on the bright green playground surface below.",
+          "The camera begins a steady counterclockwise orbit around the support frame, capturing the black rubber bucket seat as it arcs through the air while its metal chains catch the bright afternoon sunlight.",
+          "The camera continues its counterclockwise orbit away from the central fixture, revealing a sun-dappled stretch of artificial turf bordered by a weathered wooden fence and scattered dry leaves while the original swing area completely disappears from view.",
+          "The camera initiates a clockwise orbit to start the return path, sweeping across the textured green safety surfacing and bringing the curved metal edge of a nearby climbing structure into view.",
+          "The camera completes its clockwise orbit to restore the initial viewpoint, clearly framing the empty black bucket swing as it continues its gentle pendulum motion and casts a sharp oscillating shadow across the vibrant green ground cover."
+        ]
+      }
+    },
+    "original_task_id": "a00670_00049",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00670_00871_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person swings a long wooden staff, striking the side of a shiny metal helmet that is resting on a block of yellow foam atop a wooden post.",
+          "The camera cranes upward along a steady vertical path, revealing the polished steel helmet, its darkened leather brow band, and the block of pale yellow foam resting securely on the weathered wooden post while the swinging staff slips out of the lower frame.",
+          "The camera continues its uninterrupted crane upward, displaying only the dense canopy of green oak leaves, dappled sunlight filtering through the upper foliage, and the blurred silhouette of a distant fence rail against an overcast sky.",
+          "The camera initiates a smooth crane downward, showcasing the mossy bark of a nearby birch trunk, tangled ivy creeping along the wooden fence line, and the upper corner of the target post as the perspective shifts back toward the impact zone.",
+          "The camera completes its controlled crane downward, presenting the slightly tilted silver helmet resting on the compressed yellow foam, the dangling chainmail skirt catching the ambient daylight, and the wooden staff held steady beside the sturdy post."
+        ]
+      }
+    },
+    "original_task_id": "a00670_00871",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00679_00874_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A red toy fire truck is towed out of a dirt ditch by ropes connected to two other vehicles, flipping and rotating onto its wheels as it is pulled up the sandy incline.",
+          "The camera initiates a steady clockwise orbit around the scene, tracking the dynamic interaction between the vehicles. The frame highlights the red and white fire truck trapped upside down in the sandy ditch, connected by thin ropes to the black jeep and blue ATV positioned on the higher ground.",
+          "The camera continues its clockwise trajectory, sweeping past the rescue site to explore the perimeter of the diorama. The original ditch disappears from view entirely, replaced by a detailed shot of the large, textured beige rocks and small green plastic plants that border the upper section of the sandy terrain.",
+          "The camera shifts its motion to a counterclockwise orbit, beginning the return journey toward the central action. Visible in the frame are the rear tires of the black jeep and the blue quad bike digging into the sand, with the tow ropes extending downward toward the area where the fire truck was previously stuck.",
+          "The camera completes its counterclockwise rotation, re-centering on the ditch to show the resolution of the event. The red fire truck is now fully visible again, successfully pulled from the hole and rotated onto its four wheels, resting upright on the incline with the \"FIRE\" decal clearly legible on its side."
+        ]
+      }
+    },
+    "original_task_id": "a00679_00874",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00608_00021_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person pours a thick, steady stream of white liquid from a large plastic container into a stainless steel mixing bowl positioned beneath a yellow industrial mixer arm.",
+          "The camera initiates a deliberate and steady downward tilt that gradually shifts the optical axis away from the upper workstation while maintaining a smooth mechanical descent across the brown tiled floor, and as the lens continues its controlled pivot, the frame clearly displays the thick steady cascade of white liquid continuing its uninterrupted journey from the large translucent plastic container gripped firmly by a pair of hands into the wide stainless steel mixing bowl, while the heavy yellow mechanical mixer arm remains suspended just above the turbulent surface, catching the cool ambient overhead lighting that sharply reflects off the curved metallic rim and the rapidly expanding frothy pool accumulating at the bottom of the vessel which glistens under the consistent artificial illumination and highlights the viscous texture of the dairy product as it merges with the existing contents.",
+          "The camera persists in its uninterrupted and increasingly steep downward tilt that drives the field of view completely past the pouring zone and the suspended mixing apparatus until the original workspace vanishes entirely from the frame, and once the downward rotation concludes its full arc, the shot exclusively reveals the dark brown ceramic tiled flooring scattered with damp cardboard protective mats, the sturdy painted base of a bright yellow chemical storage drum, and the textured metallic diamond-plate access ramp leading toward the floor drainage channel, all illuminated by the harsh overhead fluorescent fixtures that cast long stark shadows across the sterile industrial kitchen environment and highlight the accumulated moisture pooling near the heavy equipment support legs which creates a stark contrast against the pale grout lines and emphasizes the utilitarian nature of the food processing facility beneath the main workstation.",
+          "The camera initiates a smooth and highly controlled upward tilt that deliberately reverses the previous vertical displacement and gradually elevates the viewing angle away from the lower floor-level details toward the mid-section of the active processing area, and as the lens ascends along its predetermined mechanical arc, the frame begins to capture the polished stainless steel support legs of the heavy mixing station, the curved edge of a white flexible rubber hose coiled neatly against the pale green industrial wall paneling, and the highly reflective metallic surface of the equipment mounting platform, all bathed in the consistent artificial overhead lighting that steadily starts to reveal the familiar structural contours and operational zones of the food production workspace once again which gradually brings the surrounding machinery and storage shelves back into peripheral focus as the perspective climbs toward the central work zone.",
+          "The camera completes its steady and highly continuous upward tilt that precisely returns the optical axis to the original framing height and smoothly brings the primary processing zone back into clear centered focus within the industrial setting, and as the view finally stabilizes at its intended position, the scene once again fully displays the thick unbroken stream of white liquid steadily flowing from the large translucent plastic container into the wide stainless steel mixing bowl, the prominent yellow industrial mixer arm hovering directly overhead with its heavy black mounting bracket clearly visible, and the rapidly expanding frothy mixture accumulating inside the polished vessel, all sharply defined under the bright overhead workstation lighting that thoroughly illuminates the ongoing culinary production activity and restores the complete visual context of the initial pouring sequence which perfectly captures the viscous fluid dynamics and the precise alignment of the pouring operation as the manufacturing process continues without interruption."
+        ]
+      }
+    },
+    "original_task_id": "a00608_00021",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00651_00392_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Turbulent ocean waves crash forcefully over dark rocks, churning the water into thick white foam and spray as the sea surges, swirls, and rolls continuously.",
+          "The camera initiates a steady tracking movement to the right, gliding laterally along the rugged coastline where jagged, sun-drenched dark rocks jut out from the churning sea. As the lens pans across the scene, the frame captures the violent collision of heavy swells against the stone, revealing thick layers of aerated white foam that swirl and boil around the submerged crevices. The motion follows the natural flow of the water, emphasizing the texture of the wet, black basalt slick with seawater and the chaotic patterns of the spray illuminated by the bright daylight. This lateral shift gradually moves the perspective away from the initial impact zone, showcasing the relentless energy of the ocean as it surges forward, while the intricate details of the frothing currents and the sharp, angular edges of the rock formation remain sharply in focus, creating a dynamic sense of continuous lateral displacement.",
+          "The camera continues its unwavering trajectory to the right, carrying the viewer completely away from the original crash site until the familiar dark rocks and primary surge zone vanish from sight. Now fully displaced, the frame is filled with a fresh expanse of turbulent water, where the ocean swells roll over a different section of submerged, moss-covered stones that glisten under the shifting sunlight. The view is dominated by the chaotic dance of thick, rolling white foam that spreads across the surface, obscuring the deeper currents below as the water churns with relentless intensity. This new vantage point highlights the endless repetition of the sea's power, capturing the mesmerizing swirl of aerated bubbles and the rhythmic undulation of the waves as they crash over unseen obstacles, presenting a scene of pure, unadulterated oceanic motion that shares the same ferocity but exists in a distinctly separate location along the shore.",
+          "The camera reverses its direction with a smooth tracking motion to the left, beginning the return journey as the frame starts to sweep back across the frothing surface of the ocean. As the lens glides leftward, the view transitions from the displaced zone of rolling swells back toward the area of high turbulence, revealing the glistening edges of wet rock emerging from the thick, churning white foam. The movement retraces the lateral path, bringing into focus the intricate textures of the water as it boils and crashes, with sunlight catching the spray that erupts from the hidden collisions beneath the surface. This return motion re-introduces the viewer to the escalating energy of the surf, capturing the dynamic swirl of the currents and the sharp contrast between the deep, translucent blue water and the bright, aerated mass that surges forward, signaling the approach of the original dramatic scene where the waves forcefully attack the dark stone.",
+          "The camera completes its return with a final tracking movement to the left, settling back into the original viewpoint to clearly re-establish the dramatic scene where turbulent ocean waves crash forcefully over the jagged dark rocks. The frame is once again filled with the powerful surge of the sea, showcasing the relentless churning of thick white foam that engulfs the submerged stone formations and swirls in chaotic patterns around the crevices. The main action is fully visible, with the heavy swells rolling in and shattering against the unyielding barrier, sending plumes of spray into the air while the water boils and froths with intense energy. This re-established perspective captures the continuous cycle of the ocean's assault on the coast, highlighting the wet, glistening surface of the rocks and the vibrant interplay of light on the aerated water, bringing the viewer back to the heart of the turbulent interaction between the surging sea and the solid earth."
+        ]
+      }
+    },
+    "original_task_id": "a00651_00392",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00607_01039_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person swings a hatchet down, striking the top of a vertical piece of split wood on a stump, then places a round log beside it.",
+          "The camera arcs clockwise while steadily shifting its lateral position outward, gradually altering the parallax perspective across the sun-dappled clearing to establish a broader environmental context. This deliberate rotational movement brings the weathered chopping block into clearer relief, revealing the rough bark texture of the upright split timber, the scattered pale wood shavings across the dark stump surface, the curved metal handle of the embedded hatchet resting beside a small patch of bright green foliage, and the blurred outline of a panting dog at the frame’s right edge, all illuminated by soft overhead canopy light that casts long, shifting shadows across the dry soil and scattered pine needles while emphasizing the gritty, earthy tones of the outdoor workshop, where the warm afternoon glow enhances the natural contrast between the pale inner wood and the shadowed ground, creating a visually cohesive transition into the surrounding woodland.",
+          "The camera continues arcing clockwise while maintaining its outward lateral drift, completing the paired departure sequence by fully rotating past the central workspace to survey the surrounding terrain. This sustained rotational sweep leaves the chopping block and timber completely out of frame, instead capturing a quiet stretch of the forest floor dominated by a stack of weathered gray planks, tangled dry roots, and a fallen birch branch resting against a mossy stone, all bathed in the same diffused afternoon sunlight that filters through the dense canopy above and highlights the subtle variations in soil moisture, decaying leaf litter, and the soft green moss clinging to nearby tree bases while emphasizing the tranquil, undisturbed atmosphere of the woodland periphery, where gentle breezes occasionally rustle the underbrush and cast fleeting shadows across the uneven ground.",
+          "The camera arcs counterclockwise while steadily reversing its outward trajectory, initiating the paired return movement by sweeping back toward the central clearing. This corrective rotational path gradually brings the edge of the work zone back into view, revealing scattered fragments of light-colored bark, the worn leather handle of a nearby tool, and the gradual transition from the damp forest soil to the disturbed earth around the stump, all under the consistent natural lighting that maintains visual continuity across the shifting perspective while slowly reintroducing the familiar textures of the outdoor crafting area, including the faint impressions of boot prints, the glint of metal debris half-buried in the dirt, and the soft rustle of leaves stirred by the returning lens, which carefully tracks the subtle changes in ground elevation and the gradual reappearance of the central work zone.",
+          "The camera continues arcing counterclockwise while stabilizing its lateral position, fully re-establishing the original viewpoint to frame the completed chopping sequence. This final rotational adjustment centers the weathered stump once more, clearly displaying the freshly split vertical timber, the heavy hatchet still embedded in the wood, the newly placed round log resting snugly beside it, and the patient dog watching from the right, all captured under the same steady daylight that highlights the clean cut surfaces, scattered wood chips, and the rich grain patterns of the freshly exposed inner wood against the dark, textured bark, while reinforcing the grounded, hands-on atmosphere of the outdoor woodworking task through sharp focus and balanced natural illumination, which perfectly renders the final arrangement of tools and timber in a stable, centered composition."
+        ]
+      }
+    },
+    "original_task_id": "a00607_01039",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00386_00350_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hammer repeatedly strikes a small, curved piece of copper metal held against the edge of a steel anvil, delivering forceful blows to shape the material.",
+          "The camera initiates a deliberate counterclockwise arc that smoothly rotates the viewpoint away from the central hammering action, tracking a wide circular trajectory around the massive steel anvil while the artisan’s soot-stained hand maintains a firm grip on the delicate copper strip against the hardened metal surface; this continuous pivoting motion steadily expands the visual field to encompass the surrounding workspace, clearly displaying a heavily marked wooden benchtop covered in fine metallic dust, several lengths of raw copper tubing arranged in loose spirals, a collection of weathered measuring calipers resting beside a rolled blueprint, and the soft, directional wash of a single workshop lamp that paints stark, moving shadows across the worn leather apron, scattered pliers, and various metalworking tools resting in quiet disarray throughout the dimly lit room.",
+          "The camera maintains its steady counterclockwise rotation, carrying the viewpoint further along the circular path until the anvil, hammer, and copper fragment entirely vanish beyond the left edge of the frame; this displaced perspective now captures a quiet storage alcove illuminated by the pale, diffused light of a high factory window, clearly showing a row of rusted metal lockers, a heavy bench vise bolted to a splintered worktable, shelves lined with glass jars containing sorted screws and rivets, and the faint shimmer of airborne dust motes drifting through the cool air above stacked wooden crates and folded canvas tarps, emphasizing the stark contrast between the active forging zone and this dormant section of the facility.",
+          "The camera begins a controlled clockwise arc that reverses the previous trajectory, sweeping back toward the center of the room while the workshop’s ambient lighting shifts subtly across the frame; this returning motion gradually reintroduces the periphery of the active workspace, bringing into view the edge of the oil-stained workbench, a cluster of hardened steel punches laid out in precise order, a worn grinding wheel mounted on the wall, and the warm glow of the pendant lamp that begins to illuminate the craftsman’s forearms as they re-enter the composition from the right side, signaling the imminent return to the primary metalworking station where the rhythmic shaping process is about to resume.",
+          "The camera completes its smooth clockwise return, stabilizing the viewpoint directly over the steel anvil while the original striking zone comes fully back into focus; this re-established perspective clearly frames the craftsman’s steady hands guiding the now-flattened copper piece, the heavy ball-peen hammer poised mid-swing, the bright metallic sheen of the shaped material catching the overhead light, and the scattered copper shavings resting against the dark iron surface, effectively restoring the initial composition and highlighting the precise deformation achieved through the repeated forceful impacts, while the consistent ambient hum of the workshop underscores the meticulous craftsmanship on display."
+        ]
+      }
+    },
+    "original_task_id": "a00386_00350",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00786_00064_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A pool player hits the white cue ball, driving it into the black eight-ball. The force sends the eight-ball rolling into the top-left corner pocket while the cue ball deflects toward the bottom rail.",
+          "The camera initiates a steady counterclockwise orbital trajectory above the rectangular playing surface, gradually pivoting the viewpoint along the perimeter rails, while the vibrant blue baize, the scattered assortment of numbered spheres, the player’s gloved hand stabilizing the tapered cue stick, and the crisp white projectile all remain prominently centered in the frame as the impending strike begins to unfold, with the overhead illumination casting soft shadows across the slate bed and highlighting the polished metal corner pockets that await the incoming trajectory, ensuring that every geometric alignment and surface texture stays sharply in focus throughout the lateral sweep, while the surrounding acoustic panels and dark flooring provide a neutral backdrop that keeps visual attention locked on the impending collision, additionally, the subtle reflections on the phenolic resin balls catch the ambient light, creating a dynamic visual rhythm that complements the deliberate pacing of the orbital movement.",
+          "The camera continues its uninterrupted counterclockwise orbital path, sweeping further along the outer boundary, while the central playing zone steadily drifts out of sight, leaving only the peripheral environment in frame, where the heavy carpeted flooring, the reinforced wooden table legs, the adjacent wall-mounted scoreboard, and the diffused ceiling fixtures dominate the composition as the original strike location completely disappears from view, with the shifting perspective emphasizing the structural framework and room architecture rather than the game itself, ensuring that the blue felt and scattered spheres are entirely excluded from the final framing, concurrently, the ambient lighting casts long geometric shadows across the neutral-toned walls, reinforcing the spatial depth of the venue while the mechanical hum of distant ventilation systems subtly underscores the quiet atmosphere of the recreational space, this deliberate displacement isolates the surrounding infrastructure, allowing the viewer to appreciate the venue’s design elements before the perspective inevitably circles back.",
+          "The camera reverses its trajectory to execute a smooth clockwise orbital return, gradually steering the viewpoint back toward the interior zone, while the peripheral architecture slowly recedes, bringing the reinforced table edges, the textured floor mats, the illuminated exit signage, and the suspended lighting array back into transitional focus as the motion steadily realigns with the original playing field, with the rotational shift carefully bridging the gap between the displaced surroundings and the central action area, ensuring that the visual rhythm remains consistent and purposeful throughout the navigational adjustment, while the polished metallic trim along the cushion rails catches the returning light to create subtle gleams that guide the eye inward, establishing a seamless visual pathway that anticipates the forthcoming restoration of the primary scene, all within a single continuous sweep that honors the established spatial geometry and prepares the frame for the imminent return to the central focal point.",
+          "The camera completes its clockwise orbital arc, settling back into the original overhead alignment, while the blue felt, the scattered colored spheres, the player’s retreated stance, and the final resting positions of the white projectile near the bottom rail and the black eight-ball securely nestled within the top-left corner pocket all return to full visibility, effectively restoring the initial compositional balance, with the steady rotational closure bringing every geometric element back into precise registration, ensuring that the post-strike arrangement remains sharply defined under the consistent overhead illumination, while the surrounding frame edges stabilize to match the opening perspective, thereby delivering a coherent visual bookend that captures the resolved state of the table and final trajectory results, furthermore, the crisp contrast between the vibrant baize and the matte finish of the resin balls highlights the successful execution of the shot, providing a clear assessment of the final layout within the recentered view."
+        ]
+      }
+    },
+    "original_task_id": "a00786_00064",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00648_00373_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A beat-up white pickup truck rams into the side of a damaged SUV, forcefully pushing it backward into a dirt embankment while kicking up a large cloud of dust.",
+          "The camera tracks left along the arena perimeter, and the frame captures the outer boundary where red safety netting separates the spectator crowd from the active crash zone.",
+          "The camera continues tracking left past the white canopy tents, and the view completely excludes the initial collision site as it settles on the distant green tree line.",
+          "The camera begins tracking right across the barren dirt runoff, and the shot sweeps over scattered tire marks that guide the perspective back toward the main competition grounds.",
+          "The camera finishes tracking right to re-center the viewpoint, and the scene clearly displays the battered white pickup truck and crushed SUV resting against the steep dirt embankment."
+        ]
+      }
+    },
+    "original_task_id": "a00648_00373",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00479_00309_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A pool cue strikes the white cue ball, causing it to roll forward and collide with the yellow number one ball, pushing it toward the corner pocket.",
+          "The camera initiates a deliberate clockwise arc, smoothly rotating the viewpoint to the right while maintaining a clear focus on the vibrant blue felt of the pool table, capturing the dynamic interaction as the white cue ball strikes the yellow number one ball, with the surrounding environment including the dark wooden rails and the industrial diamond-plate wall texture coming into sharper relief as the perspective shifts away from the initial head-on angle, allowing the viewer to appreciate the spatial relationship between the stationary orange balls and the moving target as the lighting glints off their polished surfaces.",
+          "The camera continues its steady clockwise rotation, moving further along the perimeter of the table until the primary action area containing the scattering billiard balls and the corner pocket completely exits the frame, resulting in a view dominated by the empty stretch of the blue baize and the metallic sheen of the wall paneling, effectively isolating the scene from the gameplay moment as the lens settles on the peripheral details of the room, where the consistent overhead lighting reveals the subtle texture of the table cloth and the sturdy construction of the rail system.",
+          "The camera executes a return motion by initiating a counterclockwise arc, sweeping the lens back towards the left to gradually reintroduce the gaming surface, where the scattered arrangement of the orange and blue balls begins to reappear within the field of view, accompanied by the re-emergence of the table's corner structure and the ambient lighting reflecting off the smooth, polished surface of the cushions, signaling a transition back towards the central area of interest as the visual narrative prepares to resolve the sequence of the shot.",
+          "The camera completes the counterclockwise trajectory, restoring the original high-angle perspective that clearly displays the aftermath of the shot, with the white cue ball resting near the blue two ball and the yellow number one ball successfully lodged in the corner pocket, thereby re-establishing the complete visual context of the pool game with the black-gloved hand and cue stick visible in the foreground against the backdrop of the patterned wall, confirming the successful execution of the play and the final resting positions of the equipment."
+        ]
+      }
+    },
+    "original_task_id": "a00479_00309",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00637_00239_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Players jump and dive across a grid of blue trampolines during a dodgeball game, throwing red balls at opponents while dodging incoming throws by flattening their bodies.",
+          "The camera steadily cranes down from its elevated mount, and the expansive grid of blue trampoline squares bordered by thick orange safety padding fills the frame as the athletes prepare to launch.",
+          "The camera continues to crane down toward the facility floor, and only the dark rubberized maintenance corridors and heavy-duty safety netting at the perimeter remain visible while the central playing court vanishes completely.",
+          "The camera begins to crane up from the lower position, and the industrial floor markings along with the spectator barriers slide out of view as the competition zone gradually returns to sight.",
+          "The camera completes its crane up to the original height, and the full overhead perspective of the dodgeball game reappears where competitors in black numbered jerseys dive across the blue mats to intercept the flying red balls."
+        ]
+      }
+    },
+    "original_task_id": "a00637_00239",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00403_01560_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Four soda bottles lined up on a wooden table suddenly burst open in a rapid chain reaction, spraying dark liquid and debris violently into the air and knocking the containers off the surface.",
+          "The camera begins a slow, mechanical crane down movement along the vertical axis, steadily lowering its elevated vantage point while maintaining a rigid horizontal orientation, precise stabilization, and consistent focal parameters to gradually shift the compositional perspective without introducing any lateral drift or rotational adjustment. As the optical apparatus continues its deliberate descent, the frame clearly displays the weathered wooden table situated against a dense wall of vibrant green forest foliage, with four unopened cola bottles standing upright on a surface marked by chipped red and blue paint, their reflective plastic labels catching the diffused daylight while scattered cylindrical debris rests quietly on the rough timber planks, all illuminated by the soft outdoor lighting that highlights the natural textures of the grassy clearing.",
+          "The camera continues its steady crane down movement along the vertical axis, further lowering its perspective while preserving the established horizontal alignment, precise stabilization, and consistent focal parameters to complete the outward departure sequence without deviating from the prescribed downward trajectory. As the optical sensor reaches its lowest position, the frame exclusively captures the damp earth and tangled root systems at the base of the weathered wooden retaining wall, with patches of vibrant green grass, scattered dry leaves, and small weathered stones filling the composition, completely excluding the table and soda bottles from view while emphasizing the natural ground cover and rich soil textures under the same diffused daylight conditions that softly illuminate the quiet forest floor and surrounding vegetation.",
+          "The camera initiates a smooth, controlled crane up movement along the vertical axis, steadily raising its perspective while maintaining the rigid horizontal orientation, precise stabilization, and consistent focal length to begin the paired return sequence without introducing any lateral drift or rotational adjustment. As the optical apparatus ascends along the established trajectory, the frame gradually reveals the lower section of the grassy clearing, with tangled roots, scattered dry leaves, and small weathered stones coming into view alongside the base of the thick wooden retaining wall, all bathed in the same soft daylight that highlights the natural textures of the damp earth before the main table structure begins to reenter the composition from the bottom edge of the frame.",
+          "The camera continues its steady crane up movement along the vertical axis, steadily raising its perspective while preserving the established horizontal alignment, precise stabilization, and consistent focal parameters to complete the return sequence and fully restore the initial elevated viewpoint without deviating from the prescribed upward path. As the optical sensor reaches its original position, the frame clearly displays the chaotic aftermath on the weathered wooden table, with the four cola bottles now lying horizontally amid scattered debris and residual liquid stains, their glossy labels still visible against the chipped red and blue paint while thin wisps of smoke gently dissipate into the surrounding air under the consistent outdoor illumination that reveals every detail of the exploded scene across the timber surface and adjacent ground."
+        ]
+      }
+    },
+    "original_task_id": "a00403_01560",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_00945_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A small firework box on the ground emits a continuous vertical fountain of bright white sparks and smoke, shooting upwards into the dark night sky.",
+          "The camera pans steadily to the left, shifting the perspective away from the central light source to reveal the dark, reddish gravel of the ground stretching into the shadows.",
+          "The camera continues the leftward pan, leaving the sparking device entirely out of frame to show only the empty, textured earth and the deep blackness of the night sky.",
+          "The camera begins to pan back to the right, sweeping across the dark terrain to capture the drifting white smoke that lingers in the air near the edge of the illuminated area.",
+          "The camera finishes panning to the right, returning to the original position to clearly show the small firework box still erupting with a fountain of bright white sparks and smoke."
+        ]
+      }
+    },
+    "original_task_id": "a00843_00945",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_00880_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A sudden, violent explosion detonates against the side of a stationary metal structure, unleashing a rapidly expanding fireball and a dense cloud of black smoke that surges upward and outward.",
+          "The camera begins a steady crane up motion, rising gradually above the dirt mound, and the frame captures the violent detonation against the angular metal plates, a rapidly expanding orange fireball, and dense black smoke surging across the dry grassland.",
+          "The camera continues its upward crane trajectory, lifting higher until the blast zone completely disappears, and the view reveals only a pale overcast sky and a distant row of bare trees swaying above the barren testing range.",
+          "The camera initiates a controlled crane down movement, descending back toward the landscape, and the lens focuses on the upper layers of the rising smoke column, scattered metallic fragments, and lingering gray haze drifting over the flattened vegetation.",
+          "The camera completes its downward crane path, lowering precisely onto the original coordinates, and the shot re-establishes the heavily damaged metal structure, smoldering soil, residual flames, and the ongoing billow of black smoke."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00880",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00233_00238_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A steady stream of white flour and granulated sugar pours from a tilted metal bowl, cascading down into the basin of a larger stainless steel mixing bowl.",
+          "The camera arcs counterclockwise, sweeping past the reflective curve of the large stainless steel mixing bowl to highlight the gloved hand adjusting the angle of the smaller metal vessel, capturing the moment the mound of fine white flour and granulated sugar shifts and begins to tumble over the edge, where the powder catches the overhead lighting to create a soft, hazy glow as it falls into the dark basin, while the smooth motion of the lens circles around the setup to offer a dynamic perspective of the ingredients transferring from one container to the other, revealing the textured surface of the flour pile against the smooth metal walls.",
+          "The camera continues its counterclockwise arc, rotating further around the periphery of the workspace until the pouring action and the bowls have completely disappeared from the frame, leaving only the sturdy, painted metal base of the stand mixer and a section of the neutral-toned tiled kitchen floor visible in the background, where the ambient light catches the dust particles settling on the countertop edge and highlights the texture of the appliance's housing.",
+          "The camera arcs clockwise, reversing its previous trajectory to sweep back across the surface of the stainless steel kitchen counter, bringing the blurred edges of the mixer's housing back into view while the focus remains soft on the surrounding environment, capturing the glint of a nearby utensil and the texture of the countertop material as the lens begins to realign with the original composition, signaling a return to the culinary preparation area.",
+          "The camera completes its clockwise arc, returning to the original viewpoint to clearly show the gloved hand still tilting the metal bowl as the white flour and sugar continue to pour into the mixing basin, re-establishing the central scene with the cascade of ingredients now forming a growing mound at the bottom of the larger bowl, while the steady stream of powder highlights the texture and volume of the baking components against the metallic interior."
+        ]
+      }
+    },
+    "original_task_id": "a00233_00238",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00574_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire rolls over three cans filled with colorful water beads, crushing the metal containers and causing the blue and yellow beads to burst out and scatter across the pavement.",
+          "The camera initiates a deliberate, sweeping arc counterclockwise across the rough asphalt surface, maintaining a constant lateral drift that gradually shifts the optical axis toward the western boundary of the parking area while holding a fixed elevation and carefully managing the rotational speed to ensure stable parallax movement throughout the entire traversal, and the current frame reveals the three cylindrical tin packages still perfectly aligned in their original positions, their glossy printed wrappers catching the bright overhead sunlight, with the vibrant blue and yellow hydrogel pearls neatly packed to the very top edges, while the dark rubber tire of the sedan remains completely stationary in the upper right quadrant and small orange residue spots dot the weathered concrete near the shadowed undercarriage.",
+          "The camera maintains its deliberate counterclockwise trajectory along the outer boundary, increasing the rotational velocity to widen the panoramic sweep while keeping the lens level stable and navigating past the adjacent storage units, and the resulting composition entirely omits the original testing location, instead revealing a stretch of empty asphalt bordered by tall metal fencing, where peeling safety warnings cling to the rusted posts and discarded cardboard boxes accumulate near the storm drain, with harsh shadows cast by nearby utility poles stretching across the dry ground as distant traffic hums faintly in the background under the cloudless sky.",
+          "The camera initiates a smooth clockwise reversal from the distant perimeter, decelerating the lateral drift to gradually realign the optical axis toward the central parking area while holding a consistent elevation and reversing the previous rotational momentum, and the emerging perspective begins to reintroduce familiar structural elements, capturing the edge of the weathered chain-link fence and the cracked concrete surface, with scattered autumn leaves drifting across the frame and distant building facades slowly sliding out of view as the lens steadily tracks back toward the original zone under the unchanging afternoon light.",
+          "The camera completes its deliberate clockwise return toward the primary testing ground, reducing the rotational speed to precisely center the original composition while stabilizing the focal distance and locking onto the initial vantage point, and the final frame clearly displays the aftermath of the crushing sequence, with the three flattened metal containers lying completely destroyed on the pavement, their vibrant blue and yellow water beads scattered extensively across the rough concrete, while the heavy car tire rests directly over the mangled cans and glossy liquid residue glistens under the bright sunlight near the shadowed wheel well."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00574",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00561_01358_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "An empty black bucket swing suspended by chains swings forward and backward over white sand, moving from the background towards the foreground in a rhythmic pendulum motion.",
+          "The camera cranes upward with a steady mechanical rhythm, lifting smoothly away from the grainy white sand while maintaining a consistent optical alignment, and the mechanical chains of the empty black bucket swing gradually recede downward as the surrounding park environment unfolds with muted gray-green grass stretching outward across the uneven terrain, the distant line of eucalyptus trees softening into the twilight haze, and the fading natural light casting diffuse shadows across the weathered playground equipment to reveal a broader perspective of the quiet recreational space.",
+          "The camera continues to crane upward along the same vertical axis, climbing higher into the dusky atmosphere until the original sandy pit and the suspended bucket mechanism completely vanish from sight, and the upper framework of weathered wooden beams and corroded metal connectors fills the immediate foreground as the expansive grassy terrain compresses into a distant green mosaic below, with the pale overcast sky stretching across the horizon to create a fully displaced overhead perspective that entirely excludes the previous ground-level activity.",
+          "The camera begins to crane downward along a mirrored vertical path, lowering smoothly through the dimming atmosphere while adjusting its mounting height to track the shifting horizon line, and the high structural elements gradually migrate upward as the broad expanse of mowed grass slowly expands to reclaim the middle ground, the distant tree line sharpens into clearer silhouettes against the cooling sky, and scattered wooden park benches reemerge to reflect the soft ambient light.",
+          "The camera completes its crane downward motion, settling back toward the original vantage point while stabilizing its mechanical base to eliminate residual vertical drift, and the familiar patch of coarse white sand reoccupies the lower foreground as the empty black rubber bucket swing returns to clear view suspended by its heavy metal chains, with the gentle pendulum motion resuming its rhythmic trajectory to restore the exact spatial relationship and visual focus of the opening scene."
+        ]
+      }
+    },
+    "original_task_id": "a00561_01358",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00909_00861_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A fielder in a black tracksuit dives across the dirt infield attempting to catch a hit softball, then rolls onto his back laughing and gesturing with his glove.",
+          "The camera pans left across the textured reddish-brown dirt of the infield, tracking past the fielder in the black tracksuit as he dives near the grass line with his glove extended toward the rolling yellow softball.",
+          "The camera continues panning left, moving completely away from the infield action to reveal the outfield perimeter where a chain-link fence stands in front of dense green trees and a building in the background.",
+          "The camera reverses direction and pans right, sweeping back past the green protective padding on the fence and the chain-link mesh, gradually bringing the edge of the dirt infield back into the frame.",
+          "The camera completes its pan right to re-establish the original scene, clearly showing the fielder in the red cap lying on his back in the dirt, laughing heartily and gesturing with his glove after the missed play."
+        ]
+      }
+    },
+    "original_task_id": "a00909_00861",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00098_00335_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Hands crack white eggs into a large metal bowl filled with raw yolks. The person taps the shells to break them, releasing the yolk and white to splash into the accumulating mixture of bright orange yolks below.",
+          "The camera begins to arc clockwise away from the central bowl, revealing the edge of the workstation and the rhythmic motion of the hands as they manipulate the white shells. As the lens shifts its orientation, the view encompasses the large stainless steel vessel brimming with vibrant orange yolks while the operator continues to tap the eggs against the rim, causing fresh yolk to splash into the accumulating mixture below. The green plastic crate in the background becomes more prominent, filled with untouched white eggs waiting to be processed, while the lighting reflects off the metallic surface of the bowl and the glossy texture of the raw eggs. The clockwise rotation starts to displace the primary action, moving the focus toward the peripheral equipment and the stack of empty shells gathering near the operator's elbow, maintaining a steady pace that suggests a continuous inspection of the surrounding kitchen environment before fully departing the main subject.",
+          "The camera continues its smooth clockwise arc, carrying the frame completely away from the egg-cracking station until the metal bowl and the operator's hands vanish from sight, leaving the primary action area entirely obscured. Now the view settles on the adjacent section of the kitchen, highlighting a stack of industrial cardboard boxes and a mop bucket tucked against a tiled wall illuminated by cool overhead fluorescent lights. The texture of the worn linoleum flooring is clearly visible, along with the shadow cast by a nearby shelving unit holding large jugs of oil and cleaning supplies. The rotation emphasizes the depth of the workspace, showing the cluttered but functional corner where maintenance tools are stored, completely obscuring the culinary preparation area and leaving only the static background elements and the ambient hum of the facility's ventilation system within the frame, ensuring no part of the original egg-cracking activity remains in view.",
+          "The camera initiates a counterclockwise arc to return to the original position, sweeping back across the kitchen environment and gradually bringing the edge of the green egg crate back into view as the motion reverses the previous departure. As the lens rotates, it captures the operator's tattooed forearm resting near the workspace boundary and the gleaming rim of a stainless steel sink adjacent to the preparation area, reflecting the bright ambient light. The movement reveals the transition from the storage corner back to the active station, highlighting the texture of the wooden cutting board and a few stray droplets of yolk on the counter surface that hint at the ongoing work. The counterclockwise movement smoothly reconnects the viewer with the production line, framing the side profile of the metal bowl and the pile of discarded shells that have accumulated during the process, signaling the approach to the main action without yet fully revealing the cracking hands.",
+          "The camera completes its counterclockwise rotation, re-establishing the original vantage point and centering the frame on the large metal bowl once again so the main action is fully restored. The view clearly shows the operator's hands actively cracking white eggs, with fresh yolks splashing into the dense collection of bright orange spheres already filling the container, matching the initial scene composition. The green crate full of white eggs is visible in the background, providing context for the ongoing task, while the lighting accentuates the glossy sheen of the raw yolk and the frothy texture of the accumulating mixture. The steady return motion locks onto the primary subject, capturing the rhythmic tapping of the shells and the fluid release of the egg contents, restoring the full context of the food preparation scene with the same clarity and focus as the starting perspective, confirming the successful return to the core activity."
+        ]
+      }
+    },
+    "original_task_id": "a00098_00335",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00512_00883_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person wearing black gloves pours a large quantity of white flour from a metal container into a large, empty stainless steel mixing bowl, creating a cloud of dust as it falls.",
+          "The camera initiates a deliberate counterclockwise orbit, sweeping smoothly around the curved edge of the heavy-duty preparation table while gradually shifting its lateral position outward from the central workspace to establish a wider peripheral perspective; the frame captures the polished interior of the large stainless steel mixing bowl reflecting the bright overhead kitchen lights while the dense stream of white flour tumbles from the rectangular metal container, partially obscuring the black nitrile gloves that firmly grip the reinforced edges as a soft haze of airborne particles begins to drift across the checkered tile floor beneath the workstation, catching the ambient daylight streaming through the nearby ventilation windows and highlighting the sharp textural contrast between the smooth metal surfaces and the powdery accumulation forming along the basin's rim.",
+          "The camera continues the counterclockwise orbit, pushing further along the peripheral trajectory while maintaining a consistent rotational speed that carries the viewpoint steadily away from the primary work zone to explore the surrounding environment; the frame reveals a long wall of open wooden storage shelves densely packed with stacked ceramic ingredient jars and suspended copper measuring tools that catch the warm glow of pendant fixtures, while the original mixing station and the flour-pouring action remain completely out of view behind the partitioned counter, leaving only the quiet, organized backdrop of the pantry area in sharp focus under the steady artificial illumination that washes over the polished hardwood flooring and highlights the subtle dust motes drifting through the still air.",
+          "The camera begins a clockwise orbit, reversing the previous trajectory while smoothly arcing back toward the central workstation with a controlled rotational pace that gradually narrows the distance to the main preparation area to restore the initial compositional framing; the frame captures the rounded edge of the stainless steel bowl coming back into sight alongside the faint residual haze of white flour dust settling onto the gray tiled floor, with the ambient kitchen lighting now casting softer shadows across the workspace as the lens steadily realigns with the original cooking station, revealing the metallic sheen of the container handles and the scattered powder traces left by the earlier pouring sequence under the consistent overhead illumination that evenly washes over the entire countertop.",
+          "The camera completes the clockwise orbit, settling back into the original frontal viewpoint while stabilizing its position directly in front of the workstation with a precise rotational adjustment that locks the frame onto the central cooking area to finalize the visual sequence; the view clearly displays the large stainless steel mixing bowl once more, now holding a substantial mound of finely sifted white flour, while the black-gloved hands steadily tilt the rectangular metal container to finish the pour, sending a fresh cascade of powder into the basin as the lingering dust cloud slowly dissipates under the bright kitchen lights, restoring the complete action scene with the bowl's polished rim catching the overhead glare."
+        ]
+      }
+    },
+    "original_task_id": "a00512_00883",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_01092_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Bright white sparks continuously erupt and fountain outward from box-shaped fireworks placed on the dark ground, creating a chaotic spray of light while thick smoke billows upwards into the night air.",
+          "The camera tilts upward, shifting the focus away from the box-shaped fireworks on the ground while bright white sparks continue to fountain outward and thick smoke billows into the night.",
+          "The camera continues to tilt upward until the erupting fireworks are completely out of frame, revealing only the dark night sky, distant streetlights, and the upper drift of the smoke plume.",
+          "The camera tilts downward, sweeping back past the silhouettes of nearby trees and dark surroundings to guide the viewer's eye back toward the illuminated area on the ground.",
+          "The camera completes the downward tilt to re-establish the original viewpoint, clearly showing the box fireworks on the dark pavement once again as they spray chaotic bursts of light."
+        ]
+      }
+    },
+    "original_task_id": "a00843_01092",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00190_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A large concrete block drops onto a standing pink tablet, crushing it instantly. The tablet buckles and shatters under the weight, flattening against the metal platform as the block impacts and disintegrates into rubble.",
+          "The camera initiates a steady tracking movement to the left, smoothly gliding across the industrial testing floor, while the bright pink protective casing of the vertically positioned tablet stays clearly visible in the mid-ground, resting securely on its black plastic stand atop the polished metal platform that features prominent yellow and black caution tape along its reinforced edges, all bathed in the harsh, directional beam of two large production lights mounted on heavy rolling tripods, which create a dramatic atmospheric haze and cast deep, elongated shadows over the small wooden spacers scattered nearby, perfectly framing the heavy gray concrete cinder block as it hovers completely motionless in the air, emphasizing the stark material contrast between the delicate electronic glass screen and the massive construction masonry just before gravity finally takes over in this controlled warehouse environment, capturing every subtle reflection on the glossy screen surface while maintaining a crisp depth of field that keeps both the foreground device and background equipment sharply defined throughout the lateral shift.",
+          "The camera continues its deliberate tracking motion to the left, steadily shifting the perspective away from the central testing zone, until the original impact area disappears completely from the frame, revealing instead the expansive, dimly lit periphery of the warehouse studio where heavy-duty equipment cases with reinforced aluminum corners sit stacked against a corrugated metal wall, while tangled black power cables and precise gaffer tape floor markers line the smooth concrete surface, and a distant blue industrial generator labeled with faded white text rests near a set of large ventilation ducts, all illuminated by the faint, diffused spill of the overhead lighting rig that creates a moody, cinematic atmosphere across the empty staging space, completely isolating the viewer from the pending destruction and focusing attention on the quiet, utilitarian backdrop of the professional production environment, which provides a stark, quiet contrast to the violent energy that will soon erupt at the center of the room, reinforcing the isolated nature of this professional filming location.",
+          "The camera begins its paired return tracking movement to the right, smoothly reversing its lateral trajectory across the warehouse floor, as the polished edge of the reflective metal platform gradually slides back into the foreground, bringing with it the scattered wooden support blocks and the distinctive yellow and black hazard striping that clearly marks the designated impact zone, while the heavy-duty lighting stands and their intensely focused beams slowly reappear in the peripheral vision, casting a warm, high-contrast glow over the textured concrete surface and highlighting the pristine, uncracked exterior of the suspended cinder block just as it begins its final, gravity-driven descent, effectively guiding the viewer’s attention back toward the central staging area where the carefully arranged experimental setup quietly awaits the inevitable collision, building a palpable sense of tension in the controlled space as the mechanical rigging creaks faintly under the mounting weight of the suspended masonry.",
+          "The camera completes its tracking return to the right, smoothly settling back into the original centered viewpoint, as the fully crushed pink tablet and the completely shattered remains of the heavy concrete block come sharply into focus on the industrial metal platform, revealing the totally flattened electronic device with its severely buckled glass screen and exposed internal circuitry lying directly beneath a scattered pile of gray masonry rubble and fine white dust particles that still drift lazily in the air, all dramatically illuminated by the two intensely bright studio lamps that cast sharp, directional highlights across the extensive debris field and emphasize the devastating structural aftermath of the high-impact drop test on the clearly marked hazard-striped surface, where the scattered fragments and twisted metal components tell a clear story of overwhelming force, leaving the testing zone permanently altered by the experiment."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00190",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_00623_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A massive fireball erupts, expanding rapidly into a towering column of orange flames and dark smoke. Numerous pieces of debris and shrapnel are violently ejected outward, scattering through the air against a clear sky.",
+          "The camera initiates a steady pan to the right, shifting the lens across a field of scorched earth and scattered twisted metal that continues to glint under the harsh midday sun while capturing the initial trajectory of ejected fragments.",
+          "The camera continues its uninterrupted rightward drift, framing a calm riverbank and a line of undisturbed green foliage that contrasts with the earlier chaos, ensuring the original detonation zone completely vanishes from the edges of the shot.",
+          "The camera reverses direction and begins a deliberate pan to the left, sweeping back over the open dirt terrain where faint trails of gray smoke and drifting embers signal the approaching impact site and reconnect the peripheral landscape to the main event.",
+          "The camera completes its leftward sweep and firmly re-centers on the original action area, framing the towering column of orange flames and heavy structural debris still raining onto the scorched ground below as the fireball continues to churn against the clear sky."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00623",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00744_00415_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire rolls forward over two large clear balloons filled with colorful water beads on wet concrete. As the tire makes contact, it crushes the balloons, causing them to burst and scatter the beads and water across the ground.",
+          "The camera initiates a steady upward tilt at the precise moment the heavy, treaded rubber tire rolls forward to crush the first large, translucent water balloon, causing the thin latex membrane to rupture violently and send a chaotic spray of multicolored hydrogel beads and clear water splashing across the rough, textured concrete surface, which glistens with moisture under the diffuse, overcast daylight while the golden \"D'matches\" lettering on the customized rim catches a brief glint of reflection, simultaneously revealing the lower suspension components and the dark, muddy undercarriage of the vehicle as the perspective begins to shift away from the ground level debris, capturing the dynamic interplay between the mechanical force of the automobile and the fragile, colorful contents of the bursting sphere, where tiny blue, yellow, and red beads scatter like confetti across the damp pavement near the second intact balloon that remains poised for destruction.",
+          "The camera continues its smooth upward trajectory, leaving the crushed remains of the first balloon and the scattered hydrogel beads far below the frame, sweeping up along the curved silver fender and the dark, glossy wheel well of the vehicle to focus on the sleek body panels and the side mirror, which reflects the gray, cloudy sky above, effectively removing the original action area from view entirely and replacing the chaotic ground scene with the static, metallic surfaces of the car's exterior and the muted tones of the surrounding environment, highlighting the contrast between the vibrant, scattered colors on the wet concrete and the clean, polished lines of the automobile's design as the lens captures the upper portion of the door and the window frame against the backdrop of a bright, overcast day, where distant trees and a faint horizon line suggest a suburban setting.",
+          "The camera reverses its previous motion with a deliberate downward tilt, shifting the focus from the upper body panels and the reflective side mirror back towards the wheel assembly, bringing the silver rim and the black tire back into prominence as the frame descends past the dark wheel well, anticipating the return to the scene of the popped balloons where the colorful beads now lie scattered across the wet surface, capturing the texture of the car's paint and the gleam of the chrome accents as the perspective lowers, reorienting the viewer towards the ground level where the aftermath of the bursting spheres awaits rediscovery, with the light catching the water droplets on the vehicle's surface and emphasizing the transition from the static car body back to the dynamic, debris-strewn concrete below, as the golden text on the tire begins to re-enter the frame from the top.",
+          "The camera completes its downward tilt to fully re-establish the original action area, revealing the wet concrete ground once more where the two large water balloons have been completely crushed, leaving behind a vibrant carpet of multicolored hydrogel beads and shattered latex fragments scattered around the base of the tire, which now rests stationary amidst the colorful debris, showcasing the final state of the scene with the golden lettering on the rim clearly visible again and the water-soaked pavement glistening under the natural light, effectively bringing the viewer back to the point of impact where the mechanical force has transformed the intact spheres into a chaotic, beautiful mess of scattered colors, with tiny blue, red, yellow, and green beads embedded in the rough texture of the concrete and pooling in the small puddles of water released from the burst balloons."
+        ]
+      }
+    },
+    "original_task_id": "a00744_00415",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00098_01181_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand cracks a brown egg, dropping the yolk and white into a clear glass, then reaches into a carton to grab another egg and cracks it into the glass as well.",
+          "The camera initiates a smooth, steady crane upward motion, gradually elevating its perspective above the workspace; the warm, diffused kitchen lighting catches the glossy sheen of the remaining brown eggs nestled securely within their molded cardboard carton, while stacked recipe cards and scattered parchment papers rest across the aged wooden surface in a cozy, amber-hued glow that emphasizes the domestic tranquility of the morning preparation ritual and establishes a continuous vertical trajectory that begins to shift the focal plane toward the upper regions of the room, effectively expanding the spatial context beyond the initial close-up framing and revealing the subtle texture of the surrounding cabinetry alongside the gentle shadows cast by nearby utensils hanging from a wall-mounted rack, which reflects the soft ambient illumination and reinforces the intimate, lived-in atmosphere of the culinary environment.",
+          "The camera continues its uninterrupted crane upward trajectory, steadily rising past the preparation zone until the original action area completely disappears from view; the muted green wall, the blurred outlines of upper shelving units, and a soft overhead pendant light fixture become the sole focal points, capturing the subtle texture of the painted drywall and the faint dust particles drifting through the ambient illumination to create a quiet, elevated vantage point that momentarily suspends the narrative focus while maintaining the established vertical momentum, thereby framing the architectural details of the ceiling corner and the gentle gradient of shadows that define the upper perimeter of the kitchen space, effectively isolating the structural elements from the culinary activity below, leaving only the serene, unoccupied overhead environment visible within the expanding frame.",
+          "The camera smoothly reverses its vertical trajectory by commencing a controlled crane downward motion, gradually descending from the elevated architectural vantage point; the soft contours of the upper shelving and the warm, amber-toned illumination slowly drift back into the lower periphery, signaling the transition toward the workspace while the blurred edges of recipe binders and the faint silhouette of a hanging utensil rack reorient the viewer’s spatial awareness, setting the stage for a seamless return to the primary subject area without abrupt jumps or disorienting shifts in perspective, as the descending lens carefully navigates through the ambient lighting gradients to restore depth and context, allowing the textured surfaces of the surrounding cabinetry to gradually re-emerge and guide the eye downward.",
+          "The camera completes its deliberate crane downward motion, smoothly re-establishing the original eye-level viewpoint; the cluttered wooden table, the clear glass now holding two cracked eggs with vibrant yellow yolks suspended in translucent whites, and the open cardboard carton return fully into sharp focus, while the steady hand that has just finished pouring the second egg remains positioned above the rim, effectively restoring the intimate framing of the food preparation scene and confirming the continuity of the action within the cozy, amber-lit domestic environment, highlighting the glossy curves of the remaining eggs and the scattered parchment papers that surround the immediate workspace, as the composition settles precisely where it began to anchor the visual narrative back to the central culinary task."
+        ]
+      }
+    },
+    "original_task_id": "a00098_01181",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_00668_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A pool player thrusts a cue stick forward to strike the white cue ball, which rockets across the table and smashes into the racked colored balls, sending them scattering and bouncing off the cushions.",
+          "The camera initiates a deliberate outward arc counterclockwise, smoothly rotating its elevated vantage point while gradually widening the spatial framing without altering the vertical height; this continuous rotational movement exposes the expansive gray playing surface where the white cue ball continues its rapid trajectory toward the left cushion, simultaneously capturing the scattered rainbow of numbered spheres as they decelerate against the velvet texture and settle near the triangular rack footprint while the overhead studio lighting casts soft shadows across the polished wooden rails and diamond-shaped position markers that line the perimeter of the professional billiard table, emphasizing the contrast between the dark slate bed and the bright polymer coatings of the moving spheres as they roll toward the side pockets, while the discarded chalk residue on the tip of the resting cue stick remains faintly visible near the bottom edge of the frame.",
+          "The camera continues its steady outward arc counterclockwise, maintaining the established rotational velocity while smoothly transitioning the optical axis away from the central play zone without any sudden directional shifts; this persistent displacement gradually reveals the surrounding recreational environment where the vibrant blue commercial carpeting dominates the lower visual field, accompanied by the matte black finish of the table support legs and a nearby equipment storage cabinet that reflects the ambient overhead illumination, completely excluding the original billiard surface from the composition as the perspective migrates toward the peripheral room architecture and stationary furniture pieces positioned along the far wall boundary, showcasing the neutral gray acoustic panels mounted above the baseboards and the subtle grain patterns of the laminate flooring that extends into the adjacent hallway space, ensuring that every element within the newly framed sector remains completely detached from the initial gaming activity.",
+          "The camera begins a coordinated return arc clockwise, deliberately reversing the previous rotational trajectory while steadily narrowing the peripheral framing to guide the viewer back toward the primary subject area without interrupting the smooth kinetic flow; this corrective sweeping motion gradually reintroduces the outer boundary of the gaming setup where the dark slate rails and corner pocket assemblies emerge from the negative space, accompanied by the familiar blue carpet texture that anchors the base of the furniture arrangement, as the shifting optical alignment starts to capture the stationary chalk marks and resting accessories that were previously displaced beyond the active viewing zone during the earlier departure sequence, while the consistent overhead illumination gradually restores visibility to the polished wooden bridge rail and the faint scuff patterns on the surrounding floor covering that indicate frequent recreational use in this dedicated leisure space.",
+          "The camera completes its synchronized return arc clockwise, carefully aligning the optical center directly over the original gaming coordinates while stabilizing the elevated framing to precisely match the initial compositional baseline without introducing any residual lateral drift; this final rotational adjustment fully re-establishes the complete billiard surface where the white cue ball rests motionless near the center lane, surrounded by the widely dispersed colored spheres that have finally settled against the rubber cushions and near the diamond markers, as the consistent studio lighting highlights the smooth polymer finishes and the subtle fabric nap of the gray playing field in its post-break configuration, clearly displaying the strategic spacing of the numbered balls across the slate bed and the faint chalk dust lingering near the head string line, while the unwavering illumination ensures that every positional detail of the scattered arrangement remains perfectly legible within the restored overhead perspective."
+        ]
+      }
+    },
+    "original_task_id": "a00563_00668",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00027_00216_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A heavy sledgehammer strikes a standing bundle of candy canes, instantly shattering the hard candy into a cloud of red and white shards and dust.",
+          "The camera initiates a deliberate upward tilt that steadily raises its optical axis away from the immediate impact zone; a network of exposed steel trusses and dark acoustic baffles gradually fills the expanding frame under the cool wash of a single overhead spotlight that illuminates floating sugar particles drifting through the stagnant air, effectively transitioning the perspective from the ground-level destruction to the quiet industrial architecture hovering above the workbench, while the shallow depth of field keeps the ceiling rigging sharply focused against the blurred background, and the gradual shift in parallax reveals the vast vertical scale of the filming space. This continuous elevation creates a seamless visual bridge that disconnects the audience from the chaotic foreground, emphasizing the controlled, professional atmosphere of the soundstage while the lens captures the subtle interplay between the harsh artificial lighting and the soft, powdery remnants suspended in the darkened upper atmosphere.",
+          "The camera continues its unwavering upward tilt that completely abandons the initial workspace; heavy ventilation ducts and black soundproof panels dominate the composition while capturing the faint glow of distant control monitors reflecting against the dark upper walls, thereby establishing a fully displaced viewpoint that severs all visual connection to the original action area and emphasizes the vast, empty volume of the production space, while this sustained elevation pushes the frame into a region entirely disconnected from the ground-level event, allowing the viewer to observe the intricate network of cable management systems and structural crossbeams that span the overhead area under the dim, ambient wash of emergency exit signage. The persistent upward momentum ensures the original destruction zone remains completely obscured, reinforcing the temporary visual departure from the central narrative.",
+          "The camera reverses its trajectory with a controlled downward tilt that slowly descends from the shadowed ceiling infrastructure; the upper edges of the weathered workbench gradually come back into view as the ambient lighting begins to highlight the faint traces of residual sugar dust drifting through the air, methodically retracing the visual path to reconnect with the lower portion of the set while maintaining a steady pacing that prepares the frame for the final re-establishment of the scene. This deliberate descent shifts the optical focus away from the distant architectural elements and guides the perspective back toward the primary filming zone, gradually restoring spatial context as the lens navigates through the suspended particles and realigns with the horizontal plane of the countertop.",
+          "The camera completes its precise downward tilt that firmly re-establishes the original framing over the dark countertop; the heavy sledgehammer now rests beside a scattered field of fractured red and white candy cane fragments, allowing the viewer to clearly observe the complete aftermath of the violent impact against the cool, reflective surface as the lens settles into a static position that captures the full extent of the shattered sweets and the lingering powder spread across the workspace. This final stabilization locks the perspective back onto the primary action area, ensuring all visual elements return to their initial spatial relationship while highlighting the stark contrast between the pristine tools and the chaotic, colorful debris left behind."
+        ]
+      }
+    },
+    "original_task_id": "a00027_00216",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_00187_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A small box firework on the ground erupts, shooting a fountain of bright red, white, and blue sparks upward that scatter and rain down while thick smoke billows around the base.",
+          "The camera initiates a steady clockwise orbit around the pyrotechnic display, keeping the small square box centered in the frame as it violently ejects a fountain of red, white, and blue sparks that rain down onto the reddish-lit ground.",
+          "The camera persists in its clockwise rotation, drifting laterally until the active firework disappears from view entirely, leaving only the dark, featureless night sky and the faint, drifting haze of smoke visible in the periphery.",
+          "The camera switches to a counterclockwise orbit to begin its return, sweeping past the dark, open space where the lingering haze of smoke hangs in the air, moving back toward the center of the activity.",
+          "The camera finalizes its counterclockwise path to re-establish the original viewpoint, bringing the small box firework back into full view as it continues to burst with bright, crackling sparks that illuminate the surrounding dust and debris."
+        ]
+      }
+    },
+    "original_task_id": "a00843_00187",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00786_01466_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A player strikes the white cue ball with a pool cue, sending it forcefully into a racked triangle of colorful balls, causing them to scatter rapidly across the blue felt surface of the table.",
+          "The camera begins to arc counterclockwise from its high overhead position, revealing the player's gloved hand gripping the pool cue as the white ball rockets toward the tightly packed triangle of vibrant billiard balls on the smooth blue felt.",
+          "The camera continues its steady counterclockwise arc away from the playing surface, shifting the frame entirely toward the dimly lit gray flooring and the shadowed perimeter of the room until the pool table and all scattered spheres vanish completely from sight.",
+          "The camera initiates a smooth clockwise arc to reorient toward the gaming area, capturing the dark wooden rails and silver corner pockets gradually sliding back into the frame as the blue playing surface begins to reappear along the lower edge.",
+          "The camera completes its clockwise arc to settle back into the original overhead perspective, clearly displaying the final resting positions of the multicolored pool balls scattered across the expansive blue felt while the player's extended arm and resting cue stick frame the lower right corner."
+        ]
+      }
+    },
+    "original_task_id": "a00786_01466",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_01023_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A massive explosion erupts from a large brick building, sending a towering fireball and debris high into the air as thick smoke billows outward.",
+          "The camera initiates a smooth clockwise orbital sweep around the perimeter of the estate, steadily rotating along the overgrown grassy embankment while maintaining a consistent forward momentum that gradually repositions the viewpoint toward the western treeline, and as the lens tracks this deliberate arc the sprawling red brick manor remains firmly anchored in the frame, capturing the precise moment when a violent detonation shatters the central gable, sending a towering column of incandescent flames and pulverized masonry skyward while thick plumes of black smoke rapidly obscure the upper chimneys and rain burning embers onto the surrounding foliage, simultaneously illuminating the damp earth with an intense, flickering amber glow that reflects off scattered glass shards and twisted iron fixtures littering the courtyard, where heavy wooden doors splinter outward under the concussive force and once pristine architectural details dissolve into chaotic fragments across the dew-soaked meadow.",
+          "The camera continues its steady clockwise orbital trajectory along the outer ridge, persistently tracking past the dense cluster of weathered birch trees that dominate the foreground while the rotational speed remains uniform and unhurried, further distancing the lens from the original focal point, and as the perspective shifts entirely away from the initial structure the frame becomes exclusively occupied by the quiet countryside landscape, revealing a sprawling meadow of tall green grasses swaying in the wind, a distant stone wall covered in ivy, and a pale overcast sky where only faint wisps of gray ash drift downward, completely erasing the explosive manor from sight and replacing the chaos with serene, untouched rural tranquility, while a lone rusted fence post stands silhouetted against the horizon and wildflowers sway gently near a shallow drainage ditch.",
+          "The camera reverses its directional path and begins a deliberate counterclockwise orbital return along the same grassy ridge, smoothly pivoting back toward the eastern coordinates while gradually closing the distance to the original composition through a consistent, unhurried rotation, and as the lens realigns with the central axis the devastated manor reemerges into view, showcasing the catastrophic aftermath of the blast with collapsed masonry piles, twisted roof beams still smoldering, and a massive crater where the foundation once stood, all shrouded beneath a lingering haze of crimson-tinged smoke that slowly dissipates into the cloudy atmosphere while casting long, dramatic shadows across the scorched earth, where charred timber fragments and shattered window panes create a jagged mosaic across the ruined courtyard floor.",
+          "The camera completes its counterclockwise orbital arc and settles back into the initial framing position, stabilizing its rotational movement to perfectly match the opening perspective while locking focus on the primary structure through a gentle, precise adjustment, and with the viewpoint fully restored the large brick building dominates the composition once more, clearly displaying the final state of destruction as towering flames continue to lick at the remaining walls, thick black smoke billows heavily from the shattered windows, and scattered debris litters the surrounding lawn under the muted daylight, effectively bookending the sequence by returning the audience to the exact vantage point where the catastrophic eruption first unfolded, now revealing the complete structural collapse and the slow descent of cooling ash over the devastated grounds."
+        ]
+      }
+    },
+    "original_task_id": "a00106_01023",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00089_00763_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person releases a white Discraft disc, sending it rolling vertically across dry, brown grass. The disc travels forward over the uneven terrain, wobbling slightly as it maintains its upright momentum across the field.",
+          "The camera initiates a slow, deliberate crane down toward the parched terrain, steadily descending along a smooth vertical trajectory, while the wide lens captures the white Discraft disc as it begins its vertical roll across the brittle, brown blades of grass, with the fading golden-hour sunlight casting long, stretching shadows from distant tree lines onto the uneven ground and illuminating the subtle texture of dry soil beneath the spinning plastic as the perspective shifts to a lower, intimate angle that emphasizes the disc's wobbling momentum across the open field, narrowing focus to isolate the rolling object against the textured backdrop, enhancing contrast between the bright plastic and the dormant earth while the ambient light gently fades, creating a dramatic visual separation that draws attention directly to the central motion.",
+          "The camera continues its steady crane down into the immediate foreground, completely abandoning the initial playing field, while the frame fills exclusively with a dense patch of tangled roots, scattered dry leaves, and compacted earth that completely obscures any trace of the rolling disc or the thrower's original position, revealing instead the intricate network of fungal threads and cracked soil patterns that emerge under the low-angle scrutiny as the lens settles into a macro-like perspective of the dormant ground cover and captures the subtle interplay of shadow and texture across the barren surface, effectively erasing all contextual landmarks from view while the natural elements dominate the composition.",
+          "The camera begins a smooth crane up away from the dirt, gradually ascending along the same vertical axis, while the lens reveals the broader expanse of the dry meadow as the scattered foliage and compacted soil recede from view and the distant tree line begins to reappear against the soft twilight sky, slowly reintroducing the weathered wooden fence posts and the gentle slope of the hill that frame the open space where the disc originally traveled, thereby reorienting the viewer toward the horizontal plane of the grassy field, allowing the ambient dusk light to gradually wash over the recovering landscape while restoring spatial continuity.",
+          "The camera completes its steady crane up to the original height, perfectly realigning with the initial vantage point, while the frame clearly captures the white Discraft disc as it continues its wobbling trajectory across the dry, brown grass, now resting near a distant metal basket post under the cooling evening light, with the surrounding trees and parked vehicles in the background coming back into sharp focus to fully restore the context of the casual disc golf practice session and confirm the disc's final resting position on the uneven terrain, successfully bridging the visual gap created by the temporary descent while reestablishing the primary subject."
+        ]
+      }
+    },
+    "original_task_id": "a00089_00763",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00144_00810_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person pours liquid and ice cubes from a metal shaker into a glass mixing cup that already contains an amber fluid. The ice tumbles down into the glass alongside the stream of liquid.",
+          "The camera begins a smooth pan to the right, shifting the frame away from the pouring action to reveal the glossy white countertop and the polished rim of a nearby stainless steel sink.",
+          "The camera continues its steady pan to the right, completely removing the mixing station from view and centering instead on a row of stacked crystal tumblers resting beside a dark walnut cutting board.",
+          "The camera reverses trajectory and initiates a deliberate pan to the left, sweeping past the bright subway tile backsplash and a wall-mounted rack of hanging copper bar tools.",
+          "The camera completes its leftward pan and locks back onto the original composition, clearly showcasing the diamond-cut mixing glass now crowded with clear ice cubes and the rich amber liquid settling at the bottom."
+        ]
+      }
+    },
+    "original_task_id": "a00144_00810",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00027_00216_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A bundle of red and white striped candy canes, tied together with a pale blue ribbon, stands upright on a scratched dark countertop under bright, focused studio lighting, just as a heavy sledgehammer descends from above to strike the top.",
+          "As the sledgehammer makes contact with the candy canes, the overhead studio lights begin to flicker and dim rapidly, causing the vibrant red stripes to lose saturation and deep shadows to encroach upon the dark surface beneath the standing bundle.",
+          "The scene plunges into near-total darkness as the lights cut out completely, obscuring the violent shattering of the candy canes so that only faint, ghostly outlines of the falling debris and the sledgehammer handle are barely perceptible against the black background.",
+          "The overhead lights flicker back to life, gradually illuminating the scene again as the harsh artificial glow returns, revealing a chaotic scattering of red and white fragments beginning to take shape on the dark, scratched surface.",
+          "With the lighting fully restored to its original brightness, the camera clearly reveals the aftermath: shattered red and white candy cane fragments scattered across the dark surface, with the crumpled white ribbon lying among the debris near the resting head of the sledgehammer."
+        ]
+      }
+    },
+    "original_task_id": "a00027_00216",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00043_00428_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A large, reflective stainless steel bowl sits on a dark surface near a cracked adobe wall, catching bright sunlight as a person starts pouring a stream of white granules from a tray.",
+          "Sudden heavy clouds move in to block the sun, causing the bright reflections on the metal bowl to dim and the shadows on the rough ground to deepen significantly.",
+          "The environment is engulfed in deep shadow as the sunlight is completely obscured, rendering the stainless steel bowl and the pouring action barely visible in the gloom against the dark surface.",
+          "As the heavy clouds part and natural sunlight floods back in, the scene brightens up, gradually revealing the stainless steel bowl which is now accumulating a significant pile of the white granular substance.",
+          "The lighting has fully recovered to bright daylight, clearly displaying the large stainless steel bowl on the dark surface, now filled with a substantial mound of the white granular powder."
+        ]
+      }
+    },
+    "original_task_id": "a00043_00428",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00043_01032_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static top-down shot captures a stainless steel mixing bowl filled with a mound of white flour resting on a light wooden countertop, while a hand tilts a small brown jar to pour granular yeast into the powder.",
+          "The bright overhead kitchen lights suddenly flicker and begin to dim, causing the illumination on the wooden table to waver. Shadows around the metal bowl deepen rapidly, and the white flour loses its brightness as the room starts to darken.",
+          "The lights cut out completely, plunging the scene into near-total darkness where the stainless steel bowl and the hand holding the jar are barely visible as faint, ghostly outlines against the black background.",
+          "The overhead lights flicker back to life, gradually restoring brightness to the kitchen counter. The wooden grain of the table becomes clear again, and the white flour in the bowl slowly regains its stark contrast as the illumination stabilizes.",
+          "With the lighting fully recovered, the camera clearly shows a hand mixing the granular yeast into the large metal bowl of white flour, incorporating the ingredient into the powder on the wooden table."
+        ]
+      }
+    },
+    "original_task_id": "a00043_01032",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00089_00763_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person crouches on dry, brown grass holding a white Discraft disc, preparing to release it, with tall trees silhouetted against a bright evening sky in the background.",
+          "As the person releases the disc onto the uneven terrain, heavy storm clouds rapidly roll in, causing the natural light to dim significantly and shadows to deepen across the field.",
+          "The scene plunges into deep shadow as the clouds completely obscure the sun, leaving the rolling disc barely visible as a faint shape moving through the darkness.",
+          "The storm clouds begin to break apart, allowing bright sunlight to return and illuminate the texture of the dry grass as visibility is gradually restored.",
+          "The lighting fully recovers to reveal the white Discraft disc large and blurred in the bottom right foreground, while the person stands near a basket in the distance."
+        ]
+      }
+    },
+    "original_task_id": "a00089_00763",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00092_00591_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A female tennis player wearing a yellow top and dark skirt runs across the blue hard court, swinging her racquet near the white service lines as a yellow tennis ball rests on the ground.",
+          "The bright overhead stadium floodlights begin to flicker and dim rapidly, causing the vibrant blue court surface to lose its saturation and the player's shadow to lengthen and darken significantly.",
+          "The arena is plunged into near-total darkness as the lights fail completely, leaving only the faint, ghostly outline of the white court lines barely visible against the deep blue gloom.",
+          "The stadium floodlights flicker back to life, gradually washing the scene in bright artificial light again and revealing the texture of the blue court surface and the player's position.",
+          "With the lighting fully recovered and bright, the camera clearly shows the yellow tennis ball bouncing near the white service line on the blue court surface, marking the end of the rally."
+        ]
+      }
+    },
+    "original_task_id": "a00092_00591",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00097_00353_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A shovel with a wooden handle plunges into dark, churning water, striking the edge of a thick sheet of ice on the right, breaking the frozen surface under clear, cool daylight.",
+          "As the tool strikes the ice again, heavy grey storm clouds rapidly roll in overhead, causing the ambient light to drop and shadows to deepen across the rippling water and frozen edge.",
+          "The scene is engulfed in darkness as the clouds completely obscure the sun, leaving the shovel and the jagged ice boundary barely visible as faint silhouettes against the black water.",
+          "The storm clouds begin to dissipate, allowing natural light to filter back through and gradually illuminate the scene, revealing the texture of the water and the broken ice once more.",
+          "The lighting fully recovers to reveal the final state: a jagged, broken edge on the ice sheet with submerged fragments floating in the dark, churning water where the tool had struck."
+        ]
+      }
+    },
+    "original_task_id": "a00097_00353",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00098_00335_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static shot shows a large stainless steel bowl filled with vibrant orange egg yolks and clear whites, while hands hold white eggs above the rim next to a green crate full of eggs under bright artificial light.",
+          "The overhead lights begin to flicker erratically, causing the bright reflections on the metal bowl to stutter and fade as shadows deepen around the green crate and the vibrant colors of the yolks start to desaturate.",
+          "The lights switch off completely, plunging the scene into near-total darkness where only faint, ghostly outlines of the metal bowl and the crate remain visible, obscuring the bright yolks and the hands in deep shadow.",
+          "The overhead lights flicker back to life, gradually illuminating the scene as the darkness recedes, revealing the metallic sheen of the bowl and the returning brightness of the egg yolks while the hands become visible again.",
+          "The lighting has fully recovered to reveal a large metal pot densely filled with raw egg yolks and whites, with hands holding two uncracked white eggs above the bowl beside the crate of whole eggs."
+        ]
+      }
+    },
+    "original_task_id": "a00098_00335",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00098_00483_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a brightly lit kitchen, a person wearing a dark apron stands behind a wooden table and begins tilting a small glass bowl to pour raw egg yolks into a clear glass pie dish that already contains two yellow yolks.",
+          "As the yolks slide from the small bowl, the overhead kitchen lights suddenly flicker and dim, causing shadows to lengthen across the wooden table and the vibrant yellow of the eggs in the glass pie dish to fade into gray.",
+          "The room plunges into darkness as the lights switch off completely, obscuring the details of the kitchen and leaving only the faint, ghostly reflection of the glass pie dish barely visible on the wooden surface.",
+          "The overhead lights buzz and flicker back on, gradually restoring visibility to the scene as the person completes the pouring action, bringing the colors of the raw eggs and the grain of the wooden table back into focus.",
+          "The lighting is now fully restored and stable, clearly revealing the final arrangement where the glass pie dish on the wooden table holds several raw eggs with distinct yolks, and a hand rests holding the empty small glass bowl."
+        ]
+      }
+    },
+    "original_task_id": "a00098_00483",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00098_01181_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up shot shows a hand holding a brown egg over a clear drinking glass, while a white carton filled with more brown eggs sits to the left on a stack of papers.",
+          "The warm indoor lighting suddenly flickers and begins to dim rapidly, casting deepening shadows across the egg carton and the clear glass as the colors start to desaturate.",
+          "The scene plunges into near-total darkness, with only faint, indistinct silhouettes of the egg carton and the glass barely visible against the black background.",
+          "The lighting gradually returns, flickering back to life and slowly revealing the details of the scene again as the warm tones reappear and visibility is restored.",
+          "The lighting is fully restored, clearly showing the clear glass now containing raw egg yolk and white, with a hand holding broken eggshells above it."
+        ]
+      }
+    },
+    "original_task_id": "a00098_01181",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00102_01345_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up static shot captures a metal mesh strainer hovering over a dark ceramic bowl, filtering a translucent pink liquid that drips down in thin streams to create ripples and clusters of bubbles on the red juice surface.",
+          "As the liquid continues to drip through the strainer, the ambient lighting suddenly begins to flicker and dim, causing the bright white highlights on the red juice to fade while shadows deepen around the rim of the bowl.",
+          "The scene plunges into near-total darkness, leaving the bowl and strainer almost completely obscured, with only a faint, ghostly suggestion of the liquid's surface visible in the extreme low light.",
+          "The overhead lights flicker back on, gradually restoring illumination to the scene and revealing the dark bowl once more as the red liquid settles and the surface details become clear again.",
+          "With the lighting fully recovered, the shot clearly shows the dark bowl holding a pool of vibrant red liquid, its surface shimmering with scattered bubbles and faint ripples where the straining process has completed."
+        ]
+      }
+    },
+    "original_task_id": "a00102_01345",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_00691_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static aerial view shows a winding river flowing through dense green vegetation and patchwork fields, with initial plumes of white smoke rising from the forest as a massive explosion begins to erupt.",
+          "As the explosion grows, a towering column of black smoke and fire shoots upward, rapidly expanding and blotting out the sunlight, causing the shadows on the river and fields to deepen significantly.",
+          "The scene is engulfed in darkness as the thick smoke and ash completely block the sun, rendering the landscape barely visible except for the faint glow of burning debris in the center.",
+          "The dense cloud of smoke begins to thin out, allowing natural light to filter back through and gradually revealing the winding river and the surrounding tropical landscape once again.",
+          "Full daylight returns to show a massive cloud of white and dark smoke billowing upward, with numerous white trails of debris arcing radially outward and downward in a starburst pattern over the trees."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00691",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_00880_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static shot captures the large, angular metal armor plate resting on a dirt mound in a field of dry, brown grass, just as a violent explosion detonates against its left side.",
+          "As the fireball begins to surge, sudden heavy storm clouds roll in rapidly from the horizon, causing the ambient lighting to drop significantly and shadows to deepen around the angular metal structure.",
+          "The scene is plunged into near-total darkness as the thick storm clouds completely block the sunlight, rendering the metal target and the erupting debris barely visible in the deep, desaturated gloom.",
+          "The heavy storm clouds quickly begin to part, allowing shafts of natural light to filter back through and gradually illuminate the dry grass and the dirt mound beneath the metal target.",
+          "The lighting fully recovers to clearly reveal the aftermath: a massive fireball and thick black smoke engulfing the left side of the metal structure, while the right angled panel remains standing upright on the mound."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00880",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_00896_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static shot captures the base of a rocket with red 'USA' lettering standing next to a grey metal gantry marked '1 SIDE 4', all illuminated by bright artificial floodlights against a deep blue twilight sky.",
+          "The floodlights illuminating the white rocket section and the metal staircase suddenly flicker and begin to dim, causing shadows to deepen rapidly across the industrial structures and the red crane on the right.",
+          "The scene plunges into near-total darkness as the artificial lights fail completely, leaving the rocket base, the '1 SIDE 4' marking, and the surrounding metal framework barely visible in the gloom.",
+          "An intense orange glow begins to radiate from the bottom of the frame, gradually lighting up the dark metal stairs and gantry beams as the engines ignite with growing power.",
+          "The lighting fully recovers as a massive, blinding cloud of bright orange fire and exhaust erupts, completely engulfing the launch platform and obscuring the rocket base and metal structures in intense, chaotic light."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00896",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_01023_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static shot captures a large brick manor house surrounded by green fields and foreground trees, as a massive explosion suddenly erupts from the structure, sending a towering column of reddish-brown smoke and debris high into the cloudy sky.",
+          "As the explosion continues to billow, thick black smoke and ash rapidly mix with the reddish plume, causing the ambient daylight to dim significantly as the smoke cloud begins to blot out the sun, deepening shadows across the brick walls and foreground foliage.",
+          "The scene plunges into near-total darkness as the dense cloud of smoke and ash completely obscures the sun, leaving only the faint, silhouetted outline of the manor's roof and the chaotic shape of the explosion barely visible against the black sky.",
+          "The oppressive darkness begins to lift as the smoke cloud shifts and thins slightly, allowing patches of daylight to filter through and gradually illuminate the charred brickwork and the turbulent atmosphere around the building.",
+          "Full daylight returns to reveal the aftermath, where a massive fireball now engulfs the manor's roof, sending thick black smoke and flying debris high into the sky, while the lower brick walls remain partially visible beneath the intense flames."
+        ]
+      }
+    },
+    "original_task_id": "a00106_01023",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_01537_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A top-down aerial view captures a rocket engine test on a concrete pad, where a black metal truss structure holds the vehicle stationary as white vapor plumes begin to erupt from the base in a starburst pattern.",
+          "The bright daylight begins to fade rapidly as heavy, dark storm clouds roll in from the edges of the frame, casting deep shadows over the concrete pad and causing the colors of the scene to desaturate significantly.",
+          "The scene plunges into near-total darkness as the storm clouds completely blot out the sun, leaving only faint, ghostly outlines of the black metal structure and the faintest hint of the expanding vapor plumes visible in the gloom.",
+          "The oppressive darkness lifts as the storm clouds begin to break apart, allowing shafts of sunlight to pierce through and gradually illuminate the rocket engine and the swirling masses of exhaust below.",
+          "Sunlight fully returns to reveal the intense climax of the test, where the rocket engine is now burning fiercely, producing a massive, turbulent cloud of bright orange fire and thick white smoke that engulfs the area beneath the stationary black metal structure."
+        ]
+      }
+    },
+    "original_task_id": "a00106_01537",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00107_00694_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static close-up shows a gloved hand pressing a metal chisel against a rapidly spinning, light-colored wooden block mounted on a lathe, sending a spray of fine sawdust into the air as the surface is smoothed.",
+          "The bright natural lighting begins to drop significantly as heavy, dark storm clouds roll over the workshop area, causing the shadows around the spinning wood and the metal tool rest to deepen and colors to desaturate.",
+          "The scene plunges into near-total darkness as the storm clouds completely block the sun, leaving only the faint, ghostly outline of the spinning wooden mass and the sawdust-covered gloves barely visible in the gloom.",
+          "The lighting gradually begins to return as the heavy clouds start to part, revealing the details of the woodworking lathe, the metal chisel, and the scattered wood shavings once more as the ambient light strengthens.",
+          "With the lighting fully recovered, the camera clearly shows the final physical state: the wooden workpiece is now shaped into a smooth, rounded, bulbous form spinning on the lathe, with sawdust covering the gloved hands holding the tool."
+        ]
+      }
+    },
+    "original_task_id": "a00107_00694",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00112_00847_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Under a bright blue sky, a white off-road buggy with open doors is pulled along a dry dirt track by a taut yellow tow strap, kicking up dust near golden grass and dark mountains.",
+          "Dark storm clouds rapidly roll over the distant mountain ridge, casting deep shadows across the dry terrain as the sunlight dims and the vibrant colors of the landscape begin to fade.",
+          "The environment plunges into deep shadow as the storm clouds completely obscure the sun, leaving the white buggy and the yellow tow strap barely visible as faint shapes in the sudden gloom.",
+          "The heavy cloud cover starts to thin and break apart, allowing sunlight to filter back through the atmosphere and gradually illuminate the swirling dust and the contours of the dry hills.",
+          "Full sunlight returns to reveal a massive cloud of brown dust engulfing the white buggy, obscuring its chassis while the yellow tow rope stretches taut into the thick, billowing haze."
+        ]
+      }
+    },
+    "original_task_id": "a00112_00847",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00132_00608_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A heavy mechanical press descends rapidly onto a rectangular metal bar resting on a worn lower die, beginning to crush the hot steel while small sparks and debris scatter near the impact zone.",
+          "As the heavy ram presses down, the ambient workshop lighting suddenly flickers and dims significantly, casting long shadows across the metal surfaces and making the orange heat of the steel stand out more starkly.",
+          "The scene plunges into darkness as the lights fail completely, obscuring the heavy machinery and leaving only the faint, residual heat glow of the metal bar barely visible within the shadowed press area.",
+          "The artificial lighting flickers back on, gradually brightening the industrial setting and slowly revealing the heavy press in its lowered position while the details of the crushed metal begin to emerge from the shadows.",
+          "The lighting fully recovers to reveal the final result: the metal bar has been compressed into a flat, wide sheet on the bottom die, surrounded by scattered dark flakes of scale and debris."
+        ]
+      }
+    },
+    "original_task_id": "a00132_00608",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00190_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A pink tablet stands upright on a metal platform marked with yellow and black hazard tape, while a man in a white lab coat kneels in the background near two bright studio lights.",
+          "The two bright studio lights in the background begin to flicker and dim rapidly, casting deepening shadows across the workshop floor and causing the colors of the pink tablet to desaturate.",
+          "The workshop plunges into near-total darkness as the artificial lights cut out completely, leaving only faint ambient glimmers barely revealing the silhouette of the standing tablet on the metal platform.",
+          "The studio lights flicker back to life with a sudden surge of brightness, illuminating the scene once more as the man in the white coat remains kneeling in the background.",
+          "Under the fully restored lighting, the pink tablet is revealed to be completely flattened against the metal platform, surrounded by large, jagged chunks of shattered concrete from the dropped block."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00190",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00574_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Three cans of Joys Salted Peanuts filled with blue and yellow water beads sit on the concrete pavement next to a stationary black car tire under normal daylight.",
+          "The sunlight begins to fade rapidly as storm clouds gather, and the car tire starts to roll forward, its tread making contact with the first can.",
+          "The scene plunges into near-total darkness, hiding the action as the tire rolls over the cans, leaving only the vague silhouette of the vehicle visible against the dim ground.",
+          "The heavy storm clouds begin to part and sunlight filters back in, gradually illuminating the black tire as it completes its roll past the crushed metal containers on the pavement.",
+          "Full daylight returns to reveal the three crushed metal cans lying flattened on the pavement, with blue and yellow gel beads scattered widely across the textured concrete."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00574",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00729_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A rectangular plastic container filled with layered rainbow slime and clear water beads sits on the rough gray asphalt next to a large black car tire, illuminated by bright natural daylight.",
+          "Dark storm clouds suddenly roll overhead, causing the natural light to flicker and dim rapidly as deep shadows begin to engulf the colorful water beads and the tread of the car tire.",
+          "The scene plunges into near-total darkness, obscuring the container as the heavy tire begins to crush it, with only faint silhouettes of the scattered beads visible against the dark ground.",
+          "The heavy clouds begin to part, allowing sunlight to filter back through and gradually reveal the crushed remains of the plastic container and the spreading orange slime on the asphalt.",
+          "The lighting fully recovers to bright daylight, clearly showing the flattened plastic container lying crushed on the asphalt, spilling orange slime and scattering hundreds of colorful water beads across the wet ground near the tire."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00729",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00800_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A large black car tire rests on a wooden ramp next to a whole green watermelon on the gray asphalt, with the tire just beginning to roll forward to crush the fruit under its weight.",
+          "As the tire presses down, heavy dark storm clouds suddenly roll in from the side, causing the natural sunlight to dim rapidly and casting deep, lengthening shadows over the watermelon and the textured pavement.",
+          "The scene plunges into near-total darkness as the storm clouds completely block the sun, rendering the car tire and the bursting watermelon barely visible as faint, shadowy silhouettes against the dim asphalt.",
+          "The heavy cloud cover begins to break apart, allowing shafts of sunlight to pierce through and gradually illuminate the scattered red pulp and green rind chunks lying on the ground near the tire.",
+          "The lighting returns to full brightness, clearly revealing the crushed remains of the watermelon with red flesh and green rind scattered across the asphalt next to the stationary car tire and wooden block."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00800",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00144_00810_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up shot captures a person's hands tilting a stainless steel shaker to pour liquid and ice into a clear, diamond-patterned glass resting on a white countertop, illuminated by bright, even indoor lighting that highlights the amber fluid.",
+          "The bright overhead lights suddenly flicker and dim, causing the scene to darken rapidly as shadows lengthen across the white beadboard wall and the reflection on the metal shaker fades while the pouring continues.",
+          "The environment plunges into deep darkness, rendering the white countertop and the diamond-patterned glass almost invisible, with only the faint, shadowy outline of the person's hands and the shaker barely discernible in the gloom.",
+          "The artificial lighting begins to surge back, flickering on and gradually washing away the shadows to reveal the white surface and the glass once more as the scene brightens steadily.",
+          "The lighting fully recovers to its initial brightness, clearly revealing the final state where the diamond-patterned glass sits on the white counter, containing the brown liquid and topped with large chunks of clear ice."
+        ]
+      }
+    },
+    "original_task_id": "a00144_00810",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00204_01516_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Two curling players in bright yellow shirts and black pants vigorously sweep the white ice with brooms in front of a sliding yellow stone, while a third player watches from behind near the blue rink border.",
+          "The bright overhead arena lights begin to flicker and dim, casting deepening shadows across the ice as the players continue to sweep the yellow stone, the colors of their shirts starting to desaturate in the fading light.",
+          "The arena plunges into near-total darkness, leaving only the faintest, barely visible outline of the yellow curling stone and the sweeping brooms against the dark ice surface, effectively hiding the players.",
+          "The overhead lights flicker back on, gradually illuminating the rink again as the shadows recede and the white ice reflects the returning brightness, slowly revealing the players and the stone's new position.",
+          "The lighting fully recovers to bright normal levels, clearly showing the yellow curling stone resting centrally inside the blue target circle, surrounded by the players in yellow shirts holding their brooms on the white ice."
+        ]
+      }
+    },
+    "original_task_id": "a00204_01516",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00207_02059_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black Nikon camera sits centered on a circular metal base beneath a massive, shiny hydraulic press ram, with yellow lightning bolt warning signs visible on the green industrial wall in the background.",
+          "As the press ram descends and the camera body starts to buckle under pressure, the overhead workshop lights flicker erratically and dim, causing the metallic reflections to fade and shadows to lengthen rapidly.",
+          "The environment plunges into heavy darkness, hiding the violent crushing action almost entirely, leaving only the vague, shadowy silhouette of the press ram and the metal base visible in the gloom.",
+          "The artificial lights flicker back on, slowly restoring visibility to the workshop as the press remains lowered, gradually revealing scattered metal shards and the camera strap draped across the table surface.",
+          "With the lighting fully restored to normal brightness, the Nikon camera is shown completely destroyed and crushed flat into a pile of jagged debris, with its strap hanging limply from the ruined chassis."
+        ]
+      }
+    },
+    "original_task_id": "a00207_02059",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00233_00090_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person wearing blue nitrile gloves holds a large white scoop filled with flour over a shiny stainless steel mixing bowl. To the left, a light blue bowl sits on the counter near a window. The flour begins to pour from the scoop, creating a stream of white powder falling into the empty metal bowl.",
+          "The bright linear reflections on the curved stainless steel bowl suddenly flicker and dim as the overhead lights fail. Shadows deepen rapidly across the counter, and the vibrant white of the flour and the blue gloves begins to desaturate into gray tones as the room loses its primary illumination.",
+          "The scene is plunged into heavy darkness, obscuring almost all detail except for the faint outline of the window frame on the left. The stainless steel bowl is barely visible as a dark shape, and the pouring flour is hidden in the shadows, continuing its accumulation unseen.",
+          "The artificial lighting flickers back on, gradually washing out the darkness and restoring the metallic sheen to the mixing bowl. The blue gloves and the white scoop become distinct again as the light intensifies, revealing the growing pile of flour at the bottom of the bowl.",
+          "The lighting has fully stabilized, brightly illuminating the kitchen counter once more. A substantial mound of white flour now sits settled at the bottom of the large stainless steel mixing bowl, while the blue-gloved hand rests near the edge of the frame, the pouring action complete."
+        ]
+      }
+    },
+    "original_task_id": "a00233_00090",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00233_00238_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A steady stream of white flour cascades from a tilted metal bowl into a larger stainless steel mixing basin, landing next to a pile of granulated sugar, while a gloved hand steadies the container under bright kitchen lighting.",
+          "The overhead kitchen lights begin to flicker erratically, casting deepening shadows across the stainless steel bowl as the steady stream of flour continues to pour, causing the white powder and sugar to lose their brightness and desaturate.",
+          "The scene plunges into near-total darkness as the lights completely fail, leaving only faint, indistinct outlines of the metal bowl and the settling mound of flour barely visible in the gloom.",
+          "The overhead lights sputter and begin to return, gradually illuminating the interior of the large stainless steel bowl again, revealing the accumulated mound of white flour and sugar as visibility slowly restores.",
+          "The lighting fully recovers to its original brightness, clearly revealing the final state: a large stainless steel mixing bowl containing a settled, combined mound of white flour and granulated sugar at the bottom, with the pouring action complete."
+        ]
+      }
+    },
+    "original_task_id": "a00233_00238",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00237_00609_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand carefully places a small wooden domino at the end of a curved line next to a complex tower of wooden blocks with drilled holes, illuminated by bright, steady indoor lighting.",
+          "The ambient lighting suddenly begins to flicker and dim, causing the shadows around the base of the wooden block tower and the line of dominoes to deepen and lengthen rapidly.",
+          "The scene is plunged into heavy darkness, rendering the wooden block structure and the row of dominoes almost invisible, with only faint outlines distinguishable in the low light.",
+          "The lights flicker back to life, gradually illuminating the scene again as a blue marble speeds down the wooden ramps and impacts the first standing domino in the line.",
+          "The lighting fully recovers to clearly show a blue marble resting near the base of the wooden block structure while the curved row of wooden dominoes is toppling over in a chain reaction."
+        ]
+      }
+    },
+    "original_task_id": "a00237_00609",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00237_00717_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A glossy red and white ceramic object tumbles rapidly toward the rotating metal teeth of an industrial shredder set against a blue metal wall, clearly illuminated by bright overhead artificial lighting that reflects off the smooth surface.",
+          "As the ceramic object hits the blades, the overhead industrial lights suddenly flicker and begin to dim, casting deep shadows over the metal teeth and causing the vibrant red colors to desaturate quickly.",
+          "The scene plunges into near-total darkness as the lights switch off completely, leaving only faint, barely visible outlines of the shredder's heavy metal gears in the gloom while the crushing action continues unseen.",
+          "The overhead lights flicker back to life, gradually restoring bright illumination to the blue wall and the shredder mechanism, revealing the heavy metal teeth continuing their relentless rotation as full visibility returns.",
+          "With lighting fully recovered, the camera clearly shows the red polka-dotted object completely shredded into small white and red fragments that are rapidly disappearing between the rotating metal blades of the industrial machine."
+        ]
+      }
+    },
+    "original_task_id": "a00237_00717",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00238_00133_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up static shot of a light-colored wooden marble run featuring carved tracks and curved channels, where a glass marble begins rolling along the upper track under bright, steady illumination.",
+          "The overhead workshop lights begin to flicker and dim, causing the shadows within the carved wooden channels to deepen significantly and the warm tones of the wood grain to desaturate.",
+          "The scene plunges into near-total darkness as the lights switch off completely, leaving only the faint, shadowy silhouette of the wooden track structure barely visible against the black background.",
+          "The overhead lights flicker back on, gradually restoring visibility to the wooden structure as the heavy shadows recede and the natural pale color of the timber returns to the frame.",
+          "With the lighting fully restored to its original brightness, the camera clearly shows a blue marble resting securely inside a carved circular hole in a wooden block on the left side of the stationary track."
+        ]
+      }
+    },
+    "original_task_id": "a00238_00133",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00270_00023_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "The Uzbekistan Airways airplane, displaying a blue upper fuselage and green lower section, descends with landing gear extended, its large blue engine with a yellow logo clearly visible against the grey sky.",
+          "As the plane nears the runway, dense storm clouds rapidly gather overhead, causing the ambient light to dim significantly and casting deeper shadows beneath the extended wing flaps and landing gear.",
+          "The environment plunges into near-total darkness as the storm front blocks all light, rendering the white fuselage and wing structures almost invisible, with only the faint silhouette of the wheels remaining.",
+          "The oppressive cloud layer begins to break apart, allowing diffuse grey daylight to filter back through and gradually revealing the wet runway surface and the side of the aircraft's white fuselage.",
+          "The lighting fully returns to its original level, clearly showing the large airplane rolling away down the wet runway with wing spoilers deployed and water spraying from the tires as it slows."
+        ]
+      }
+    },
+    "original_task_id": "a00270_00023",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00280_00363_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skier descends rapidly down the steep, snow-covered mountain slope, navigating around the scattered dark rocks while kicking up a large spray of white powder with each turn under bright sunlight.",
+          "As the skier continues their rapid descent, heavy storm clouds suddenly roll over the ridge, causing the bright sunlight to dim and shadows to deepen around the scattered dark rocks on the slope.",
+          "The scene plunges into near-total darkness as the storm clouds completely engulf the mountain, leaving the skier and the snow-covered terrain barely visible in the deep, gloomy shadows.",
+          "The heavy storm clouds begin to part, allowing sunlight to gradually return and illuminate the snowy slope once more, revealing the aftermath of the descent near the scattered dark rocks.",
+          "The lighting has fully recovered to reveal a person lying on their back in the snow with limbs splayed, surrounded by a spray of powder near the scattered dark rocks where the descent ended."
+        ]
+      }
+    },
+    "original_task_id": "a00280_00363",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00318_00064_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A pineapple sits perched on the peak of a rough, brown dirt mound surrounded by dry scrub brush, under a bright blue sky with soft white clouds.",
+          "Dark, heavy storm clouds rapidly roll in from the sides, blocking the sun and causing the lighting on the dirt mound and pineapple to dim significantly while shadows deepen.",
+          "The scene is plunged into near darkness as thick clouds completely obscure the sky, leaving the brown dirt mound and pineapple as barely visible silhouettes in the gloom.",
+          "The heavy clouds begin to break and move away, allowing sunlight to return and gradually brighten the scene, revealing the textured earth of the mound once more.",
+          "The lighting fully recovers to bright daylight, showing scattered yellow fruit chunks and green leaves drifting through the air above the brown dirt mound after the pineapple has exploded."
+        ]
+      }
+    },
+    "original_task_id": "a00318_00064",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00327_00223_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black car tire begins to roll forward, pressing against the first blue water balloon in a long line of colorful spheres arranged on wet, beige tiled pavement.",
+          "As the tire moves past the blue balloon towards the orange one, sudden heavy storm clouds block the sun, causing the scene to rapidly darken and colors to desaturate.",
+          "The environment is plunged into deep shadow, making the car's undercarriage and the line of balloons almost invisible, with only faint silhouettes remaining against the darkened, wet ground.",
+          "Sunlight begins to break through the clouds, restoring visibility to the driveway and highlighting the water splashes on the tiles as the car continues its forward motion.",
+          "The lighting is fully bright again, clearly showing the wet pavement littered with colorful rubber scraps, while four intact water balloons in blue, light blue, orange, and red lie scattered separately across the tiles."
+        ]
+      }
+    },
+    "original_task_id": "a00327_00223",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00364_01737_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Numerous white, oblong pills fall rapidly onto a dark green surface, tumbling and bouncing off each other as they scatter across the frame under bright, focused illumination that highlights their smooth texture.",
+          "The overhead studio lights begin to flicker and dim significantly, causing the bright highlights on the tumbling pills to dull and the surrounding shadows to deepen as the scene starts to fade into gray.",
+          "The illumination cuts out completely, plunging the area into near-total darkness where the falling pills are barely visible as faint, ghostly shapes against the black void, their motion obscured by the lack of light.",
+          "The artificial lighting begins to return, gradually brightening the frame and revealing the scattered white pills once again as they settle onto the textured dark green surface below, regaining their stark contrast against the shadows.",
+          "The lighting fully recovers to its original intensity, clearly displaying the final physical state where white oblong pills are scattered across a dark green surface, lying in a random, dispersed pattern after falling."
+        ]
+      }
+    },
+    "original_task_id": "a00364_01737",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00386_00350_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a focused workspace, a craftsman's hand holds a thin, curved copper wire against the sharp edge of a steel anvil while a heavy hammer strikes it repeatedly to shape the metal.",
+          "As the hammer continues its rhythmic strikes against the copper, the overhead workshop lights suddenly flicker, causing the shadows around the anvil to deepen and the metallic sheen of the copper to dull.",
+          "The workshop plunges into near-total darkness, obscuring the craftsman's hand and the steel anvil, with only the faintest outline of the hammer's motion barely visible against the black background.",
+          "The overhead lights buzz and flicker back to life, gradually illuminating the steel anvil and revealing the craftsman's hand still gripping the now-flattened copper wire.",
+          "With the lighting fully restored, the camera clearly shows a flattened copper wire loop resting against the sharp edge of the metal anvil, held firmly in place by the craftsman's hand after the hammering is complete."
+        ]
+      }
+    },
+    "original_task_id": "a00386_00350",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00403_01394_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A glowing lightbulb is captured mid-explosion, with large shards of white glass just beginning to explode outward and upward from the central filament, scattering through the dark air while the bulb still provides bright illumination.",
+          "As the white glass shards continue their slow-motion trajectory outward, the light from the bulb flickers erratically and begins to fade, causing the illumination on the flying fragments to dim and the surrounding shadows to deepen significantly.",
+          "The scene is plunged into almost complete darkness as the light source fails entirely, leaving the area in shadow with only the faintest, ghostly silhouettes of the scattered glass shards barely visible against the pitch-black background.",
+          "Lighting begins to return as a secondary source or restored power flickers on, gradually revealing the suspended debris once more and casting soft highlights on the sharp edges of the white glass fragments floating in the air.",
+          "The lighting has fully recovered to reveal the final aftermath: the light bulb is completely shattered, leaving the metal base and central filament standing intact while sharp white glass fragments remain scattered outward into the surrounding darkness."
+        ]
+      }
+    },
+    "original_task_id": "a00403_01394",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00403_01560_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Four large bottles of cola stand upright on a wooden table dusted with red and blue powder, set against a backdrop of weathered railroad ties and dense green forest foliage, just as the pressure builds inside the plastic containers.",
+          "As the soda bottles begin to shake violently, heavy storm clouds rapidly obscure the sun, causing the natural light to dim significantly and casting deep shadows across the weathered wooden beams behind the table.",
+          "The environment plunges into near-total darkness as the storm front completely blocks the daylight, leaving the violently erupting bottles and the powder-covered table visible only as faint, chaotic silhouettes against the blackened woods.",
+          "The heavy clouds begin to part, allowing shafts of sunlight to pierce through the canopy and gradually illuminate the chaotic scene, revealing the aftermath of the explosions on the wooden table.",
+          "Sunlight fully returns to the scene, clearly revealing two cola bottles lying on their sides on the red and blue powder-covered table, while two other bottles rest on the grass beneath amidst settling smoke."
+        ]
+      }
+    },
+    "original_task_id": "a00403_01560",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00440_01043_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Six colorful balloons with hand-drawn emoji faces are lined up on a concrete surface next to a black car tire, which begins to roll forward to pop the blue balloon on the far right.",
+          "Sudden heavy storm clouds roll in, causing the ambient light to drop rapidly and shadows to lengthen across the concrete as the tire continues to crush the balloons.",
+          "The scene is plunged into darkness, obscuring the popping action, with only the faint silhouette of the tire and the wet ground barely visible in the dim light.",
+          "The clouds begin to break, and light gradually returns to the scene, revealing the tire has moved further left and the balloons are being destroyed.",
+          "Full brightness returns to show all six balloons crushed flat on the wet concrete, with water spraying from the pink and red balloons while the others lie squashed."
+        ]
+      }
+    },
+    "original_task_id": "a00440_01043",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00447_00070_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A stack of metal cans sits centered on a black folding table in front of a rustic wooden retaining wall, just as the top can violently bursts open, spraying white foam and debris high into the air against a backdrop of bare forest trees.",
+          "As the explosion continues to eject white foam, heavy, dark storm clouds rapidly roll in over the tree line, causing the bright sunlight to fade and the shadows on the gravel to deepen significantly.",
+          "The scene plunges into near-total darkness as the storm completely blocks the sun, leaving only the faint, ghostly silhouette of the table legs and the weathered wooden wall visible amidst the gloom.",
+          "The heavy clouds begin to part, allowing shafts of sunlight to return and gradually illuminate the black table, revealing the scattered yellow pineapple debris on the gravel below and the texture of the wooden wall.",
+          "Sunlight fully returns to reveal the aftermath: the base of the metal can stands upright on the foam-covered table, its detached top rests to the left, and white residue splatters the table surface and the weathered wooden wall behind."
+        ]
+      }
+    },
+    "original_task_id": "a00447_00070",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00447_00579_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A row of colorful water balloons in yellow, pink, green, blue, purple, and red sits on a red carpet scattered with confetti, waiting for a decorated car tire visible at the top edge to roll over them under bright indoor lighting.",
+          "As the car tire begins to crush the first yellow balloon, the overhead indoor lights suddenly flicker and dim, casting deepening shadows over the red carpet and causing the vibrant colors of the balloons to dull.",
+          "The room plunges into near-total darkness, obscuring the bursting balloons and the splashing water, leaving only faint silhouettes of the car tire and the scattered confetti barely visible against the dark red surface.",
+          "The overhead lights flicker back on, gradually illuminating the wet red carpet where the remaining balloons are being flattened and burst by the tire, revealing the glistening water and scattered rubber skins.",
+          "With the lighting fully restored, the camera reveals the aftermath: the colorful water balloons are completely burst and flattened, their rubber skins scattered across the wet, red carpet amidst splashed water and confetti."
+        ]
+      }
+    },
+    "original_task_id": "a00447_00579",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00455_00488_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A clear, ribbed glass ramekin sits on a white table next to a brown egg, with blurred wooden bookshelves in the background, as the egg is cracked open and its contents spill into the bowl.",
+          "As a metal spoon slides under the yolk, heavy gray storm clouds suddenly roll past the window on the right, causing the bright sunlight to dim rapidly and the shadows on the table to deepen significantly.",
+          "The scene plunges into deep shadow as the sunlight is completely blocked by the clouds, leaving the glass ramekin and the spoon barely visible as dark silhouettes against the dimly lit bookshelves in the background.",
+          "The heavy clouds begin to dissipate, allowing bright sunlight to stream back through the window on the right, gradually illuminating the glass bowl and revealing the spoon lifting the yolk.",
+          "Full lighting is restored, clearly revealing the final state where the ribbed glass ramekin holds only clear egg white, while a spoon lifts the intact yellow yolk above it as a strand of white drips down."
+        ]
+      }
+    },
+    "original_task_id": "a00455_00488",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00456_00097_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A gloved hand stabilizes a rough, rectangular block on a sandy floor while another hand uses yellow-handled end-cutting pliers to grip and wiggle a metal loop embedded in the side.",
+          "The overhead workshop lights suddenly flicker and dim, causing deep shadows to swallow the workspace as the yellow handle of the pliers loses its vibrancy and the scene fades toward black.",
+          "Total darkness engulfs the workshop corner, completely obscuring the rough block and the pliers, leaving only the faint, ghostly texture of the sandy ground barely perceptible in the heavy, suffocating gloom.",
+          "The lights sputter and return, washing the scene back in illumination as the rough texture of the wood and the metallic glint of the embedded loop gradually become visible once more.",
+          "The lighting stabilizes completely to clearly show a hammer claw resting against a bent metal fastener embedded in the side of the rough wooden plank, which is held upright by the gloved hand."
+        ]
+      }
+    },
+    "original_task_id": "a00456_00097",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00479_00309_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A pool cue strikes the white ball with red dots on the smooth blue felt table, sending it rolling toward the yellow number one ball near the corner pocket, while the blue number two ball sits stationary under bright indoor lights.",
+          "The overhead artificial lights suddenly begin to flicker and dim, causing the shadows beneath the blue number two ball and the yellow number one ball to deepen rapidly as the white ball continues its path across the darkening table.",
+          "The lighting drops to near total darkness, rendering the pool table and the scattered billiard balls almost completely invisible, with only faint outlines of the corner pockets and the diamond-plate wall texture barely discernible in the gloom.",
+          "The artificial lights flicker back to life, gradually illuminating the blue felt surface and revealing the positions of the blue number two ball and the yellow number nine ball as visibility returns to the room.",
+          "With the lighting fully restored, the white cue ball is seen rolling forward across the blue table towards the yellow nine ball in the bottom right, while the blue ball and other stationary spheres remain in their original positions on the felt."
+        ]
+      }
+    },
+    "original_task_id": "a00479_00309",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00503_01377_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person's hand holds a black and red pressure washer nozzle, directing a powerful stream of water onto a dirty stone window sill and red brick wall under bright sunlight, flanked by green leafy plants.",
+          "While the water spray hits the ledge, the intense sunlight abruptly dims as thick storm clouds sweep overhead, causing the shadows cast by the nozzle and foliage to lengthen and darken significantly.",
+          "The exterior scene is engulfed in deep shadow as the clouds completely obscure the sun, rendering the pressure washer and the brick wall almost invisible in the sudden, heavy gloom.",
+          "The ambient light gradually intensifies as the storm clouds break apart, bringing the sun back to illuminate the wet surface of the window sill and the red bricks once more.",
+          "Full daylight is restored, showcasing the clean, wet stone ledge free of dirt, with water trickling down the brickwork and the nearby leaves appearing fresh and damp from the spray."
+        ]
+      }
+    },
+    "original_task_id": "a00503_01377",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00512_00883_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a well-lit indoor space with tiled flooring, a large, empty stainless steel mixing bowl with metal handles sits centrally while a person wearing black pants and grey Crocs stands nearby as black-gloved hands begin to pour white flour.",
+          "The bright overhead illumination suddenly flickers and begins to dim, casting deepening shadows across the tiled floor and dulling the metallic sheen of the large mixing bowl as the person continues to pour the flour into the darkening basin.",
+          "The room plunges into near-total darkness, leaving only faint, indistinct shapes visible in the gloom where the large stainless steel bowl is barely perceptible as a dark silhouette and the pouring action is completely obscured by heavy blackness.",
+          "The overhead lights flicker back to life, gradually restoring visibility to the room as shadows retreat and the brightness increases, slowly revealing the stainless steel bowl and the legs of the person standing nearby while flour dust settles.",
+          "The lighting has fully recovered to its original brightness, clearly illuminating the large stainless steel mixing bowl which now holds a substantial mound of white flour powder settled at the bottom, with the person in black pants standing on the tiled floor."
+        ]
+      }
+    },
+    "original_task_id": "a00512_00883",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00513_00452_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A round head of green cabbage rests centrally on a rugged mound of dry, cracked earth under a vast clear blue sky, remaining intact just moments before it violently detonates.",
+          "The bright daylight rapidly fades as a solar eclipse obscures the sun, casting deep shadows over the dirt mound and causing the cabbage's green leaves to desaturate.",
+          "The scene is plunged into near-total darkness by the eclipse, hiding the cabbage and the earth mound in deep shadow just as the vegetable bursts apart.",
+          "Brightness steadily returns as the solar eclipse concludes, the blue sky regaining its luminance to illuminate the explosion site on the dry earth mound and the scattered vegetable remnants.",
+          "The lighting fully recovers to bright daylight, revealing the obliterated cabbage scattered as green shards and white dust above the mound, with a small red fragment floating high in the air."
+        ]
+      }
+    },
+    "original_task_id": "a00513_00452",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00550_00045_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up shot shows a blacksmith's hands gripping heavy tongs that hold a glowing orange rectangular metal billet against the horn of a dark iron anvil, while a large hammer strikes the hot steel, sending small sparks flying in the well-lit workshop.",
+          "The overhead workshop lights begin to flicker violently and dim, causing the shadows around the anvil and the blurred machinery in the background to deepen significantly, while the glowing orange hue of the hot metal starts to appear more intense against the desaturating surroundings.",
+          "The workshop plunges into near-total darkness as the lights fail completely, leaving only the faint, dying ember glow of the hot metal billet barely visible on the anvil, with the blacksmith's hands and the hammer reduced to silhouettes in the gloom.",
+          "The overhead lights sputter and flicker back to life, gradually illuminating the scene again as the grey tones of the anvil and the workshop equipment emerge from the shadows, revealing the blacksmith still holding the tongs over the metal.",
+          "With the lighting fully restored and steady, the camera clearly reveals three glowing orange metal bars stacked flat on a dark, rough block, forming a single rectangular mass with visible surface texture and scattered scale flakes, indicating the forging process is complete."
+        ]
+      }
+    },
+    "original_task_id": "a00550_00045",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00550_00137_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up view captures a heavy iron anvil with a wooden-handled hammer resting on its face, while a blacksmith's legs and boots stand on the wooden floor nearby as he begins to strike a glowing orange metal bar.",
+          "The overhead workshop lights suddenly flicker and begin to dim, causing the shadows around the anvil and the blacksmith's boots to deepen while the sparks from the hammer strikes glow more intensely.",
+          "The scene plunges into darkness as the lights fail completely, leaving only the faint, reddish glow of the hot metal bar barely visible on the anvil's surface.",
+          "The workshop lights flicker back on, gradually illuminating the wooden floor and the metal anvil again as the visibility returns to the room.",
+          "The lighting fully recovers to reveal the heavy iron anvil sitting empty and bare on its wooden support, the glowing metal bar having been removed, with the small decorative figure on the anvil's side clearly visible."
+        ]
+      }
+    },
+    "original_task_id": "a00550_00137",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00561_00108_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand holds a dark crawfish by its tail, dangling it just inches above the calm, reflective surface of a pond, with green leafy vegetation lining the water's edge in the background under bright natural daylight.",
+          "As the crawfish dangles near the water, heavy grey storm clouds rapidly roll in overhead, causing the natural sunlight to fade and the vibrant green of the bank vegetation to desaturate into dull shadows.",
+          "The scene plunges into near-total darkness as the storm completely blocks the sun, barely revealing the silhouette of the hand and the dark water where a violent disturbance suddenly erupts with a splash.",
+          "The heavy cloud cover begins to break apart, allowing shafts of sunlight to pierce through and gradually illuminate the churning water surface and the hand hovering above the ripples.",
+          "Full daylight returns to reveal the aftermath, showing turbulent dark water churning with white foam and bubbles where the fish submerged, while the now-empty hand hovers motionless near the surface vegetation."
+        ]
+      }
+    },
+    "original_task_id": "a00561_00108",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00561_01358_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static low-angle shot focuses on a textured patch of white sand in the foreground, while in the middle distance, a black bucket swing suspended by metal chains sways back and forth over a grassy field lined with trees.",
+          "The natural lighting begins to dim noticeably as thick, grey storm clouds rapidly obscure the sky, causing the green grass to lose vibrancy and the white sand to turn a dull grey while the swing continues its pendulum motion.",
+          "The environment is engulfed in deep shadow and near darkness, making the background trees and grass almost invisible, with only the faint, ghostly shape of the white sand patch and the vague silhouette of the swinging chains remaining discernible.",
+          "The oppressive darkness lifts as the clouds begin to break, restoring brightness to the scene and revealing the granular details of the white sand once more, while the swinging object becomes clearer as it moves closer to the lens.",
+          "The scene is now fully illuminated, revealing the black bucket swing swinging forward into the immediate foreground holding a crumpled beige mass, with its metal chains pulled taut and the seat tilted sharply upward above the white sand."
+        ]
+      }
+    },
+    "original_task_id": "a00561_01358",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_00367_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A high-angle static shot captures a pool table with smooth gray felt and black rails adorned with white diamond markers, showing a tight rack of colorful balls on the left and a solitary white cue ball on the right.",
+          "Just as the white cue ball is struck and hurtles toward the rack, the overhead lights begin to flicker and dim rapidly, causing the vibrant colors of the balls to fade and shadows to lengthen across the table.",
+          "The scene is plunged into heavy darkness as the lights cut out completely, rendering the scattering balls and the gray felt almost invisible, with only faint silhouettes of the black rails and pockets discernible in the gloom.",
+          "The overhead lights suddenly flicker back on, gradually restoring brightness to the room and revealing the chaotic aftermath as the colored balls finish rolling to a stop across the expansive gray surface of the table.",
+          "Under the fully recovered bright lighting, the final state is clear: the rack is shattered with balls spread wide, the black ball sitting near the top left corner and the white cue ball resting close to the top rail."
+        ]
+      }
+    },
+    "original_task_id": "a00563_00367",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_00668_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "An overhead view captures a gray felt pool table with a white cue ball positioned near the bottom right, ready to strike a tightly racked triangle of colorful balls near the center.",
+          "The overhead artificial lights suddenly flicker and dim, casting deepening shadows across the gray felt as the white cue ball rockets forward to smash into the racked colorful balls.",
+          "The room plunges into darkness, obscuring the pool table and the scattering balls in deep shadow, leaving only the faint outline of the black rails and diamond markers visible.",
+          "The overhead lights flicker back on, gradually illuminating the gray felt and revealing the chaotic dispersal of the balls as visibility returns to the game area, showing the aftermath of the break.",
+          "With the lighting fully restored, the static camera shows the scattered colored pool balls resting across the gray felt, dispersed from the initial triangle formation towards the rails and center."
+        ]
+      }
+    },
+    "original_task_id": "a00563_00668",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_01026_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire begins to roll forward on wet concrete towards a cluster of green, red, and pink water balloons, which glisten under bright natural daylight with clear reflections on the pavement.",
+          "Heavy, dark storm clouds suddenly sweep overhead, causing the ambient light to drop rapidly as deep shadows engulf the driveway and the vibrant colors of the balloons start to desaturate.",
+          "The scene is plunged into near-total darkness by the thick cloud cover, rendering the water balloons and the car tire as barely visible, shadowy shapes against the dim wet ground.",
+          "The storm clouds begin to part, allowing natural light to filter back through and gradually brighten the scene, revealing the texture of the wet concrete and the scattered debris once more.",
+          "Full daylight returns to clearly show the final state on the pavement, where the tire has crushed the balloons, leaving behind a mess of torn green, red, and pink rubber scraps scattered across the wet concrete."
+        ]
+      }
+    },
+    "original_task_id": "a00563_01026",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_01823_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person's hand wearing a black smartwatch carefully positions a red plastic drink bottle next to a row of yellow, green, and blue bottles on the gray asphalt beside a car tire.",
+          "Sudden heavy storm clouds roll rapidly across the sky, casting a deep, unnatural shadow over the asphalt as the lighting begins to dim and the vibrant bottle colors start to desaturate.",
+          "The scene plunges into near-total darkness as the thick storm clouds completely block the sun, leaving only the faint, ghostly outlines of the car tire and the row of bottles barely visible.",
+          "The heavy storm clouds slowly begin to part, allowing bright sunlight to filter back through the gap and gradually re-illuminate the rough texture of the asphalt and the colorful plastic bottles.",
+          "Full bright sunlight returns to clearly reveal the car tire resting heavily on the flattened yellow, green, and blue bottles which are leaking colorful slime, while the red bottle remains perfectly unburst nearby."
+        ]
+      }
+    },
+    "original_task_id": "a00563_01823",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00565_01236_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand holds a small glass jar filled with red and black beads, shaking it slightly above the sandy ground in front of a bright pink cardboard castle featuring two arched doorways and an orange picket fence.",
+          "The overhead artificial lights begin to flicker and dim rapidly, causing the vibrant pink of the castle walls and the orange fence to desaturate while shadows deepen around the arches.",
+          "The scene is enveloped in heavy darkness, rendering the pink cardboard house and the orange picket fence almost invisible, with only faint outlines of the sandy terrain and the toy structure remaining.",
+          "Illumination slowly returns to the scene, lifting the darkness to reveal the texture of the sand and the bright pink bricks of the castle as the visibility improves steadily.",
+          "The lighting is fully restored, clearly showing red and black pellets scattered on the sand and inside the left archway of the pink cardboard house after spilling from the glass jar."
+        ]
+      }
+    },
+    "original_task_id": "a00565_01236",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00581_00452_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up shot shows a dark, inclined rubber conveyor belt transporting scattered clumps of brown earth and fibrous debris upwards, set against a backdrop of a large white silo and rusty metal framework under bright sunlight.",
+          "As the belt carries the brown debris upward, heavy storm clouds suddenly roll in front of the sun, causing the bright lighting on the white silo to dim and casting deep shadows over the machinery.",
+          "The scene is plunged into deep shadow as the clouds completely block the sun, leaving the inclined conveyor belt and the moving clumps of earth barely visible in the gloom.",
+          "The heavy storm clouds begin to drift away, allowing sunlight to return and gradually brighten the dark rubber belt and the scattered debris moving toward the processing area near the white tanks.",
+          "The lighting fully recovers to bright daylight, clearly revealing scattered clumps of fibrous material moving up the inclined black conveyor belt toward the processing machinery near the large white storage tanks."
+        ]
+      }
+    },
+    "original_task_id": "a00581_00452",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00607_01039_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a sunlit outdoor area, a person stands ready to swing a hatchet down onto a vertically positioned piece of split wood on a large tree stump, with a second axe already embedded in the wood nearby.",
+          "As the person begins the downward swing of the hatchet, heavy grey storm clouds rapidly move in, causing the sunlight to dim significantly while shadows deepen across the wood chips scattered on the stump.",
+          "The scene is engulfed in deep shadow as the storm clouds completely obscure the sun, rendering the vertical wood piece and the embedded axe almost invisible against the dark tree stump.",
+          "The heavy clouds start to break apart, allowing patches of sunlight to return and gradually illuminate the wood shavings on the stump and the snout of the dog watching from the right.",
+          "Under fully restored natural light, a new cylindrical log now lies horizontally on the tree stump beside the upright pointed wood, while the axe remains stuck in the stump nearby."
+        ]
+      }
+    },
+    "original_task_id": "a00607_01039",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00608_00021_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a brightly lit food processing area with brown tiled floors, a person begins pouring a steady stream of white milk from a container into a large stainless steel mixing bowl positioned under a yellow industrial mixer arm.",
+          "As the white liquid continues to flow into the bowl, the overhead artificial lights suddenly flicker and dim, causing shadows to deepen around the yellow mixer stand and the nearby yellow jerrycan while the scene's colors start to fade.",
+          "The lights switch off completely, plunging the kitchen into darkness where the stainless steel bowl and the yellow mixer arm are barely visible as faint silhouettes against the dark background of the room.",
+          "The overhead lights buzz and flicker back on, gradually restoring illumination to the room and revealing the details of the brown tiled floor and the diamond-plate metal step as the brightness returns.",
+          "Fully illuminated once again, the scene shows the result of the action: the large stainless steel mixing bowl now contains a high volume of white milk, filling the vessel significantly beneath the yellow mixer."
+        ]
+      }
+    },
+    "original_task_id": "a00608_00021",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00629_00640_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hockey player in a black jersey with the number 6 skates across the gleaming white ice, stickhandling the puck while two opponents in white jerseys with red accents pursue him from the right.",
+          "Suddenly, the bright overhead arena lights begin to flicker violently, casting deepening shadows across the ice as the illumination starts to drop and the colors of the jerseys begin to desaturate.",
+          "The arena plunges into near-total darkness as the main power cuts out, leaving only faint ambient light that barely reveals the silhouettes of the players sliding on the ice.",
+          "The overhead lights surge back to life with a buzz, gradually illuminating the scene again as the players' forms emerge from the shadows and the ice regains its bright white appearance.",
+          "With the lighting fully restored, the camera reveals the aftermath: the player in the black jersey lies on his back near the boards holding his stick up in the air, while the opponents stand nearby."
+        ]
+      }
+    },
+    "original_task_id": "a00629_00640",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00637_00239_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A player wearing a black jersey with the number 7 runs across a grid of blue and black trampolines in a brightly lit indoor arena, while other players prepare to throw red dodgeballs in the background.",
+          "The bright overhead arena lights suddenly flicker and begin to dim, casting deepening shadows across the blue trampoline mats as the vibrant colors of the red dodgeballs and player uniforms start to fade into gray.",
+          "The facility plunges into near-total darkness as the main power cuts out, leaving the trampoline grid barely visible under faint ambient light while the players' diving movements are completely obscured by the heavy shadows.",
+          "The overhead lights flicker back to life, gradually illuminating the blue mats and revealing the scattered red balls as visibility returns to the indoor sports arena, bringing the shapes of the players back into focus.",
+          "With the lighting fully restored, the scene shows a player in a white shirt lying prone on the blue mat, while two opponents in black shirts crouch and stand nearby amidst several red dodgeballs resting on the surfaces."
+        ]
+      }
+    },
+    "original_task_id": "a00637_00239",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00648_00373_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a dusty outdoor arena backed by a grassy hill lined with spectators behind red fencing and a white tent, a beat-up white SUV and a dark pickup truck sit on the track under a grey sky.",
+          "Dark storm clouds rapidly gather overhead, causing the ambient light to fade quickly as shadows lengthen across the dirt track and the crowd of onlookers watching from the embankment near the white tent.",
+          "The arena is engulfed in deep shadow as the storm completely blocks the sun, rendering the damaged vehicles and the spectators on the hill barely visible in the heavy gloom surrounding the dirt track.",
+          "The thick cloud cover begins to dissipate, allowing natural light to return and slowly brighten the scene, bringing the details of the dirt mounds and the stationary vehicles back into focus.",
+          "Now fully lit by the returning sun, the scene shows the final aftermath where a damaged white truck and a car labeled Wilton rest near a dirt mound, while a red and white van in the foreground emits thick white smoke."
+        ]
+      }
+    },
+    "original_task_id": "a00648_00373",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00651_00392_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Turbulent ocean waves crash forcefully over dark, submerged rocks, churning the water into thick white foam and spray as the sea surges and rolls continuously under bright natural sunlight.",
+          "Sudden heavy storm clouds roll rapidly across the sky, causing the bright sunlight to fade and the vibrant white foam to desaturate into a duller grey as shadows deepen over the churning water.",
+          "The scene plunges into near-total darkness as the storm clouds completely block the sun, leaving only the faint, ghostly outlines of the churning white foam barely visible against the black water.",
+          "The heavy storm clouds begin to part, allowing shafts of sunlight to pierce through and gradually illuminate the swirling water, bringing back the contrast between the dark rocks and the brightening foam.",
+          "Sunlight fully returns to reveal the aftermath, where churning white foam and turbulent seawater wash over dark, submerged rocks, creating a swirling mix of froth and dark water across the surface."
+        ]
+      }
+    },
+    "original_task_id": "a00651_00392",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00651_01301_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Bright sunlight glints off the dark green water as turbulent white foam begins to churn and bubble vigorously, creating a splashing wake that continuously expands and mixes with the surrounding ripples.",
+          "Heavy grey storm clouds rapidly roll across the sky, causing the bright sunlight to fade and the sparkling reflections on the water to dim as shadows deepen over the churning foam.",
+          "The scene plunges into near-total darkness as the thick cloud cover completely blocks the sun, leaving only faint, ghostly outlines of the churning white foam barely visible against the dark water.",
+          "The heavy cloud cover begins to break apart, allowing shafts of sunlight to pierce through and gradually illuminate the water surface, making the texture of the foam visible again.",
+          "Bright sunlight fully returns to the scene, clearly illuminating the textured, frothy wake of white foam that has now spread across the water's surface, contrasting with the smoother dark green water nearby."
+        ]
+      }
+    },
+    "original_task_id": "a00651_01301",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00669_00267_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black car tire rests on a wooden ramp labeled 'Super Crush' on an asphalt road, positioned next to a cut watermelon half and a green watermelon dome amidst scattered red pulp under bright sunlight.",
+          "As the tire begins to roll off the ramp, heavy storm clouds rapidly roll in, causing the sunlight to fade and shadows to deepen across the asphalt and the waiting watermelons.",
+          "The scene plunges into darkness as the tire slowly crushes the first watermelon half, with the red pulp and green rinds becoming barely visible silhouettes against the dark, textured road surface.",
+          "The clouds begin to part and sunlight flickers back, gradually illuminating the crushed remains of the first fruit as the tire moves forward to approach the second watermelon half.",
+          "Full daylight returns to reveal the tire has flattened both watermelon halves against the asphalt, leaving a wide scatter of red pulp, juice, and broken green rinds across the road surface."
+        ]
+      }
+    },
+    "original_task_id": "a00669_00267",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00670_00049_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black bucket swing hangs suspended by chains over a bright green rubberized playground surface, casting a sharp, oscillating shadow that mimics the swing's back-and-forth motion under bright sunlight.",
+          "As heavy grey storm clouds begin to roll overhead, the bright sunlight fades, causing the vibrant green of the playground surface to dull and the sharp shadow of the swinging bucket to soften and lose its contrast.",
+          "The scene plunges into near-total darkness as the storm clouds completely block the sun, leaving only the faint, ghostly silhouette of the swing's shadow barely visible against the darkened green ground.",
+          "The heavy clouds begin to part, allowing beams of sunlight to break through and gradually illuminate the playground, bringing back the vibrant green hue of the safety surface and sharpening the shadow of the swing once more.",
+          "With the sunlight fully restored, the view reveals two empty black bucket swings hanging above the green surface, where one swing blurs in the foreground while the other hangs in the background, both casting sharp shadows."
+        ]
+      }
+    },
+    "original_task_id": "a00670_00049",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00670_00871_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person's hand grips a long wooden staff, poised to strike a shiny metal helmet resting on a yellow foam block atop a wooden post, with chainmail hanging down, set against a background of dense green foliage and trees.",
+          "As the staff swings toward the helmet, heavy storm clouds rapidly roll in from the background, causing the natural light to dim significantly and the green leaves to lose their vibrancy as shadows deepen across the scene.",
+          "The scene plunges into near-total darkness as the storm blocks out the sun, leaving only the faint silhouette of the wooden post and the glint of the metal helmet barely visible in the gloom while the strike connects.",
+          "The heavy clouds begin to part and sunlight filters back through the trees, gradually illuminating the wooden post and revealing the yellow foam block wedged inside the helmet as visibility returns to the area.",
+          "With the lighting fully recovered to bright daylight, the camera clearly shows the aftermath: a yellow block of foam is wedged diagonally inside the dented metal helmet atop the wooden post, with the chainmail still hanging down the side."
+        ]
+      }
+    },
+    "original_task_id": "a00670_00871",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00673_00334_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A man wearing a grey t-shirt with an American flag graphic and a camouflage cap stands in a grassy field, aiming a large silver revolver at two green watermelons resting on a white folding table under bright natural sunlight.",
+          "As the man holds the silver revolver steady, heavy grey storm clouds suddenly roll in, casting deepening shadows across the grass and causing the vibrant green of the trees and watermelons to desaturate as the light level drops.",
+          "The scene plunges into near-total darkness as the thick cloud cover completely blocks the sun, rendering the man's silhouette and the white table barely visible against the dark grey surroundings with only faint outlines discernible.",
+          "The heavy cloud cover begins to break and part, allowing shafts of sunlight to return and gradually illuminate the grassy area again, making the man's grey shirt and the white table clearer as colors regain vibrancy.",
+          "With the lighting fully restored to bright daylight, the camera reveals the aftermath: the two watermelons are obliterated, leaving the white table covered in pink pulp and green rind fragments with debris scattered on the grass."
+        ]
+      }
+    },
+    "original_task_id": "a00673_00334",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00676_01135_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A brown-haired doll wearing a white shirt and blue shorts sits on a blue plastic swing seat suspended by rusty metal chains, swinging gently back and forth over a black rubber mat in a gravel playground under natural daylight.",
+          "Dark storm clouds rapidly roll in, casting long, deepening shadows across the gravel playground as the sunlight begins to fade, causing the blue swing seat and the doll's white shirt to lose their brightness while the pink poles in the background start to desaturate.",
+          "The playground is plunged into near-total darkness as the heavy storm clouds completely block out the sun, leaving only the faint, ghostly outline of the doll on the swing and the dark shape of the rubber mat beneath barely discernible in the gloom.",
+          "The storm clouds begin to part, allowing shafts of light to return to the playground, making the blue swing seat and the doll's features gradually visible again as the shadows recede and the colors of the surrounding gravel and pink poles start to brighten.",
+          "The lighting has fully recovered to bright daylight, clearly revealing the brown-haired doll sitting upright on the blue swing seat, suspended by metal chains and positioned slightly forward in its arc over the black ground mat."
+        ]
+      }
+    },
+    "original_task_id": "a00676_01135",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00677_00528_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A large green tank smashes through a brick building facade, its metal tracks grinding over wooden beams and rubble while a white box labeled \"NEHI\" tumbles amidst the debris under bright sunlight.",
+          "As the tank continues to crush the structure, heavy gray storm clouds rapidly roll in, casting deep shadows over the green armor and causing the bright colors of the debris to desaturate quickly.",
+          "The scene plunges into near-total darkness as the storm clouds completely block the sun, leaving only the faint, shadowy silhouette of the tank's treads and the vague outline of the collapsing brick wall visible.",
+          "The heavy clouds begin to part, allowing shafts of sunlight to pierce through the gloom and gradually illuminate the tank's hull, the scattered wooden beams, and the dust motes dancing in the air once more.",
+          "The lighting fully recovers to reveal the green tank halted amidst a pile of thick dust and rubble, having completely crushed through the remaining brick wall and wooden beams of the destroyed structure."
+        ]
+      }
+    },
+    "original_task_id": "a00677_00528",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00679_00874_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "The red toy fire truck lies upside down in the sandy ditch, its wheels spinning slightly as taut ropes connect it to the black jeep and blue ATV positioned on the upper ridge, all under bright, clear sunlight illuminating the rocky terrain.",
+          "As the towing action continues, heavy storm clouds suddenly roll in, casting rapidly deepening shadows across the dirt embankment and causing the vibrant colors of the vehicles to desaturate while the ropes remain tense.",
+          "The scene plunges into near-total darkness as the storm clouds completely block the sun, leaving only the faint, shadowy outlines of the red truck in the ditch and the rescue vehicles on the ridge barely discernible against the gloom.",
+          "The heavy clouds begin to part, allowing shafts of sunlight to gradually pierce through the gloom, revealing the red fire truck beginning to rotate upwards as the ropes pull it closer to the sandy edge of the ditch.",
+          "Bright sunlight fully returns to the scene, clearly revealing the red fire truck now pulled upright and resting tilted backward against the sandy ditch wall, still connected by the taut rope to the black jeep and blue ATV waiting above."
+        ]
+      }
+    },
+    "original_task_id": "a00679_00874",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00705_00059_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up static shot of a black non-stick pan filled with yellow liquid eggs, where a wooden spatula rests on the left side and white popcorn pieces are just beginning to accumulate on the surface under steady indoor lighting.",
+          "The overhead kitchen lights begin to flicker and dim, causing the vibrant yellow of the eggs to lose its intensity and shadows to deepen around the rim of the black pan as the wooden spatula continues to stir.",
+          "The scene plunges into near-total darkness, with only faint, indistinguishable outlines of the pan and the wooden utensil visible in the gloom as the cooking process is momentarily obscured by the lack of light.",
+          "The kitchen lights flicker back on, gradually restoring illumination to the pan and revealing the texture of the mixture as the wooden spatula resumes its stirring motion in the recovering light.",
+          "The lighting has fully recovered to reveal the final state, where fluffy white popcorn is thoroughly scattered throughout the yellow liquid egg mixture inside the black pan, actively being stirred by the wooden spoon."
+        ]
+      }
+    },
+    "original_task_id": "a00705_00059",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00743_01705_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a bright forest clearing, a player in a red patterned shirt throws a yellow disc toward a metal basket while a cameraman in blue shorts records the shot on a tripod.",
+          "As the yellow disc arcs through the air, sudden heavy storm clouds roll in overhead, causing the natural light to dim and the green forest colors to desaturate quickly.",
+          "The scene is engulfed in deep shadow as the storm completely blocks the sun, rendering the throwing player and the blue pole of the basket barely visible in the gloom.",
+          "The heavy clouds begin to break apart, letting sunlight filter back through the trees and slowly brightening the scene to reveal the metal chains of the disc golf target.",
+          "The lighting fully recovers to show the yellow disc hovering in mid-air near the top band and chains of the disc golf basket, poised to land against the green forest backdrop."
+        ]
+      }
+    },
+    "original_task_id": "a00743_01705",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00744_00415_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Two large clear balloons tied together and filled with vibrant multicolored water beads sit on the wet concrete ground next to a black car tire, poised for the heavy vehicle to roll directly over them.",
+          "The overhead garage lights begin to flicker and dim rapidly, causing the vibrant colors of the water beads to desaturate as shadows deepen and the black tire begins to roll forward over the balloons.",
+          "The lights switch off completely, plunging the area into total darkness where the balloons and tire are barely visible, leaving only the faint, glossy sheen of the wet concrete reflecting the minimal ambient light.",
+          "The overhead lights flicker back on, gradually illuminating the wet surface and revealing the crushed remains of the balloons and the scattered beads spreading across the concrete as visibility returns to the scene.",
+          "The lighting fully recovers to clearly show scattered colorful water beads and shredded pieces of clear balloon rubber covering the wet pavement where the balloons burst near the black tire track."
+        ]
+      }
+    },
+    "original_task_id": "a00744_00415",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00763_00324_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Five green striped watermelons sit in a row on a white folding table backed by stacked wooden beams and dense green foliage, with the far right melon showing the first signs of detonation.",
+          "As the rightmost watermelon begins to burst, heavy storm clouds rapidly roll in over the forest canopy, causing the bright sunlight to fade and shadows to deepen across the white table and wooden beams.",
+          "The scene plunges into near-total darkness as the storm completely blocks the sun, obscuring the table and wooden beams while the violent detonation happens unseen in the blackness.",
+          "The heavy clouds begin to part and sunlight returns, gradually illuminating the white table and the wooden beams again as the mist of the explosion starts to become visible in the returning light.",
+          "Full daylight returns to reveal three intact watermelons on the left side of the table, while the two rightmost melons have been obliterated, spraying red flesh and green rind across the white table surface."
+        ]
+      }
+    },
+    "original_task_id": "a00763_00324",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00776_00048_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A doll with tan legs rhythmically jumps up and down on a small, round pink trampoline with a white mesh center, situated on a white marble-patterned surface. In the background, pink gym equipment bases and stacked pink and yellow hula hoops sit near a wooden dollhouse structure under bright indoor lighting.",
+          "The overhead indoor lighting begins to flicker and dim significantly, casting deepening shadows across the white surface as the doll continues to bounce on the pink trampoline. The vibrant colors of the pink and yellow hula hoops in the background start to desaturate and lose their brightness.",
+          "The room plunges into near-total darkness, leaving only faint, ghostly outlines of the pink trampoline visible against the darkened surface. The jumping doll is completely obscured by the heavy shadows, and the background toys like the green ball and hula hoops are barely discernible in the gloom.",
+          "The overhead lights flicker back on, gradually illuminating the scene and revealing the white marble surface once more. As the brightness returns, the pink trampoline becomes clearly visible again, but the jumping doll is no longer present on the mesh.",
+          "With the lighting fully restored to its original brightness, the camera clearly shows the small pink trampoline sitting empty on the white surface. The doll has vanished completely, leaving only the stationary pink and yellow hula hoops and the wooden background structure visible in the well-lit room."
+        ]
+      }
+    },
+    "original_task_id": "a00776_00048",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00783_00136_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Two shirtless men stand on the high wooden platform of the makeshift pirate ship, one in black shorts and one in green shorts leaning on the railing, under a bright overcast sky with a tattered skull flag hanging from the mast.",
+          "The bright white sky begins to darken rapidly as heavy, ominous storm clouds roll in from the horizon, casting deepening shadows across the wooden railing and the men on the deck.",
+          "The scene is plunged into near-total darkness as the storm clouds completely block out the sunlight, leaving only the faint, shadowy silhouette of the wooden mast and the tattered flag barely visible against the gloom.",
+          "The heavy cloud cover begins to break apart, allowing shafts of daylight to filter back through, gradually illuminating the rough wooden railing and the red-painted base of the platform as the storm passes.",
+          "The lighting fully recovers to normal daylight, revealing the smiling man with wet dark hair submerged up to his shoulders in the murky brown water next to the red-painted wooden base of the platform."
+        ]
+      }
+    },
+    "original_task_id": "a00783_00136",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00785_00180_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up static shot focuses on the rough, scarred grey surface of a heavy anvil with a square hardy hole visible on the left, as a hammer begins striking a glowing orange metal rod placed on top.",
+          "The overhead workshop lights suddenly flicker and begin to dim, causing the bright specular highlights on the anvil's scratched top surface to fade while shadows deepen around the hammer and the heating metal.",
+          "The scene plunges into near-total darkness, obscuring the details of the anvil and the hammering action, leaving only a faint, dying orange ember glow from the hot metal rod visible in the blackness.",
+          "The workshop lights buzz and flicker back on, gradually restoring visibility to the scene and revealing the rough texture of the anvil's side and the small decorative metal casting attached near the base.",
+          "With the lighting fully recovered, the camera clearly shows the result of the work: the metal rod now rests on the anvil, flattened at one end into a tapered, leaf-like shape amidst scattered blue scale flakes."
+        ]
+      }
+    },
+    "original_task_id": "a00785_00180",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00786_00064_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static top-down shot captures a blue pool table where a hand wearing a black glove aims a wooden cue stick at the white cue ball near the bottom left, surrounded by scattered colored balls.",
+          "The overhead artificial lights suddenly begin to flicker and dim, causing the shadows on the blue felt to deepen and the colors of the pool balls to desaturate as the cue stick strikes forward.",
+          "The scene is plunged into heavy darkness as the lights fail completely, hiding the pool table and the moving balls in deep shadow with only the faint outline of the table frame visible.",
+          "The lighting system sputters back to life, slowly washing over the table and revealing the blue felt once more as the dimness recedes and details of the scattered balls reappear.",
+          "With the lights fully restored, the black eight-ball is visible inside the top-left corner pocket, the white cue ball rests against the bottom-left rail, and the red ball lies near the right cushion."
+        ]
+      }
+    },
+    "original_task_id": "a00786_00064",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00786_01466_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static top-down shot captures a blue felt pool table where a player in a blue shirt aims a cue stick at the white ball, preparing to break the racked colorful balls on the left.",
+          "The bright overhead lights begin to flicker and dim rapidly, casting long, deepening shadows across the grey rails and causing the vibrant blue felt to lose its saturation as the scene darkens.",
+          "The lights cut out completely, plunging the pool table into near-total darkness where only the faint, ghostly outline of the scattered balls and the player's arm are barely visible against the black void.",
+          "The overhead lights flicker back to life, gradually illuminating the scene and revealing the colorful balls rapidly scattering across the table as the brightness fully restores the vivid blue surface.",
+          "With the lighting fully recovered, the camera clearly shows the aftermath of the break shot, with colorful billiard balls scattered chaotically across the blue felt and the white cue ball resting near the bottom center."
+        ]
+      }
+    },
+    "original_task_id": "a00786_01466",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00786_02269_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a brightly lit indoor bowling arena, a bowler wearing a white jersey with 'Weber Cup' and 'Loba' logos is captured in mid-stride, releasing a black bowling ball down the polished wooden lane while spectators watch from the background stands.",
+          "The bright overhead arena lights suddenly flicker and begin to dim rapidly, casting long, deepening shadows across the wooden lane as the bowler follows through with his release and the black ball gains speed toward the pins.",
+          "The stadium lights cut out completely, plunging the bowling alley into near-total darkness where only the faint, ghostly outlines of the scattering pins and the bowler's silhouette are barely visible against the dark backdrop of the audience area.",
+          "The overhead lights flicker back on with a surge of brightness, gradually illuminating the lane again to reveal the aftermath of the throw as the pins finish tumbling and the scene becomes clear.",
+          "With the lighting fully restored to its original brightness, the camera clearly shows the final result on the wooden lane: most of the white pins with red stripes are scattered in the pit, while a single white pin with red stripes remains standing upright on the far right side."
+        ]
+      }
+    },
+    "original_task_id": "a00786_02269",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00787_00007_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blue balloon drops into the frame onto the worn, peeling wooden floorboards, bouncing rhythmically under steady indoor lighting that highlights the rough texture and scuffed surface of the planks.",
+          "The overhead lights begin to flicker erratically, casting deepening shadows across the uneven floorboards as the blue balloon continues to bounce, its vibrant color starting to desaturate in the failing illumination.",
+          "The room plunges into near-total darkness, with only faint, ambient glimmers revealing the vague silhouette of the blue balloon as it barely rebounds against the shadowed, textured floorboards.",
+          "The lights flicker back to life, gradually illuminating the scene again as the blue balloon settles, the details of the peeling paint on the floorboards slowly becoming clear once more.",
+          "Under fully restored, steady lighting, the blue balloon lies completely still on the worn wooden floorboards, resting quietly on the surface with peeling paint where the rhythmic bouncing has finally ceased."
+        ]
+      }
+    },
+    "original_task_id": "a00787_00007",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00787_00493_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person wearing black track pants and white sneakers performs freestyle tricks with a black, green, and red patterned soccer ball on a concrete patio bordered by a light brick wall and a brown wooden gate.",
+          "As the person maneuvers their leg around the ball, sudden heavy storm clouds roll overhead, causing the ambient light to drop rapidly and casting deep, dramatic shadows against the light brick wall.",
+          "The scene plunges into deep twilight as the clouds completely obscure the sun, rendering the patio almost black where only the faint outline of the potted rosemary plant and the player's legs are visible.",
+          "The storm clouds begin to break apart, allowing bright natural light to wash back over the scene, slowly illuminating the texture of the concrete ground and the details of the brown wooden gate.",
+          "The lighting returns to full brightness, revealing the final moment where the person balances on their left leg with their right foot extended, having just launched the colorful soccer ball into mid-air above the patio."
+        ]
+      }
+    },
+    "original_task_id": "a00787_00493",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00814_00048_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A vertical bandsaw blade steadily cuts through a thick, curved piece of lumber, following a blue marker line while sawdust accumulates on the black work surface under bright workshop lights.",
+          "The overhead fluorescent lights suddenly begin to flicker and dim, causing the shadows around the bandsaw blade and the thick curved lumber to deepen as the scene loses brightness.",
+          "The workshop plunges into near-total darkness, leaving the bandsaw blade and the curved piece of lumber barely visible as faint silhouettes against the black work surface covered in sawdust.",
+          "The artificial lighting flickers back on, gradually revealing the texture of the wood and the scattered sawdust on the black table as the scene emerges from the darkness, restoring visibility to the workshop.",
+          "With the lighting fully recovered, the curved wooden beam stands vertically against the band saw blade, which has sliced along the blue guideline, nearly separating a thin strip of wood amidst scattered sawdust."
+        ]
+      }
+    },
+    "original_task_id": "a00814_00048",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00815_00446_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skateboarder wearing a white t-shirt and black pants performs a grind along a metal railing on a city street, with parked cars and storefronts visible in the background under bright natural daylight.",
+          "The natural lighting begins to drop rapidly as heavy grey storm clouds roll in over the street, causing shadows to deepen and the vibrant colors of the parked cars and storefronts to desaturate.",
+          "The scene plunges into near-total darkness as the dense storm clouds completely block the sun, leaving only the faint, ghostly outline of the metal railing and the skateboarder barely visible in the deep gloom.",
+          "The lighting begins to return as the heavy storm clouds start to part, gradually illuminating the street scene again and revealing the skateboarder near the metal railing as the colors of the surroundings start to pop back.",
+          "The lighting has fully recovered to bright daylight, clearly showing the skateboarder lying on the paved ground propping himself up with his hands, while his skateboard rests upside down with wheels facing up near the base of a tree."
+        ]
+      }
+    },
+    "original_task_id": "a00815_00446",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00815_00919_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skateboarder with long hair rides toward a metal rail on a concrete pavement, with blue double doors visible in the background under a covered walkway illuminated by bright daylight.",
+          "The bright daylight begins to fade rapidly as heavy storm clouds roll in, deepening the shadows around the metal rail and causing the scene's colors to desaturate.",
+          "The area is plunged into near-total darkness, obscuring the skateboarder's movements and leaving only the faint outlines of the building's structure and the rail visible in the gloom.",
+          "The storm clouds start to break, allowing light to filter back in and gradually revealing the concrete ground and the aftermath of the skateboarder's attempt.",
+          "The lighting returns to full brightness, clearly showing the skateboarder lying on his stomach on the concrete, propping himself up with his hands, while his skateboard rests on its wheels nearby to his left."
+        ]
+      }
+    },
+    "original_task_id": "a00815_00919",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00872_01459_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static shot shows a gray concrete block standing upright on a wooden surface against a plywood backdrop, with a pile of rubble to the left, illuminated by bright sunlight.",
+          "Sudden heavy storm clouds roll in, rapidly dimming the sunlight and casting deep shadows over the standing concrete block and the plywood wall as the scene darkens.",
+          "The scene is plunged into near-total darkness by the thick clouds, rendering the violent shattering of the concrete block barely visible as jagged fragments and dust launch into the gloom.",
+          "The storm clouds begin to part, allowing beams of sunlight to gradually return and illuminate the table surface, revealing the settling dust and the damaged block.",
+          "Full sunlight returns to reveal the final state: the concrete block now features a jagged, shattered top edge, surrounded by settling dust clouds and scattered concrete debris fragments across the table surface."
+        ]
+      }
+    },
+    "original_task_id": "a00872_01459",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00903_00032_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A young man in a purple beanie and black sweatshirt rides a light blue BMX bike down a paved road towards a low metal rail near a red brick building, preparing to jump.",
+          "As the rider approaches the rail, the natural daylight suddenly dims as heavy grey storm clouds roll in, casting deep shadows and desaturating the colors of the green utility box and the brick wall.",
+          "The scene plunges into near-total darkness, obscuring the rider's attempt to grind the rail; only faint silhouettes of the bike frame and the metal railing are barely visible against the dim surroundings.",
+          "The heavy clouds begin to part and daylight flickers back into the scene, gradually revealing the asphalt street surface and the aftermath of the failed trick near the black trash can.",
+          "With full lighting restored, the rider is seen sitting on the concrete curb beside the road clutching his leg in pain, while his light blue bicycle leans precariously against the metal railing nearby."
+        ]
+      }
+    },
+    "original_task_id": "a00903_00032",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00903_00080_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person in a black shirt and white pants stands on a high concrete ledge next to a grey building with horizontal siding and large glass windows, while a camera on a tripod records from the left.",
+          "As the figure prepares to move, heavy storm clouds suddenly roll in, causing the natural sunlight to fade rapidly and shadows to deepen around the grey siding and the tripod standing on the pavement.",
+          "The scene plunges into near-total darkness as the storm clouds completely block the sun, obscuring the action on the ledge and hiding the details of the building's glass windows and the concrete ground in deep shadow.",
+          "The heavy clouds begin to part and sunlight returns, gradually revealing the pavement below the ledge where the rider has landed, bringing the grey wall and the recording equipment back into view.",
+          "With the lighting fully recovered, the camera clearly shows a person lying on the pavement clutching their leg in pain near the base of the ledge, while a bicycle rests on its side on the ground nearby."
+        ]
+      }
+    },
+    "original_task_id": "a00903_00080",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00909_00861_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A female pitcher in a white t-shirt and maroon pants throws a yellow softball towards a batter in a black jacket, with a chain-link fence and green padding visible in the background.",
+          "The natural lighting begins to drop significantly as thick storm clouds gather overhead, darkening the dirt infield and causing the figures of the players to lose definition against the fence.",
+          "The scene becomes almost completely dark as the heavy clouds blot out the sun, hiding the chain-link fence and the players in deep shadow, leaving only faint silhouettes visible.",
+          "The lighting starts to return as the cloud cover thins, gradually revealing the texture of the dirt field and the green padded wall behind home plate once more.",
+          "The lighting fully recovers to reveal a young man in a red cap and black hoodie lying on his back on the dirt infield, laughing while clutching a baseball glove to his chest near the green padding."
+        ]
+      }
+    },
+    "original_task_id": "a00909_00861",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00923_00451_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blacksmith wearing a thick, dirty quilted jacket and blue pants uses long tongs to hold a glowing red metal piece on an anvil, using a metal bar to bend the heated arms.",
+          "The overhead workshop lights suddenly begin to flicker and dim, causing the shadows around the anvil and the blacksmith's textured jacket to deepen rapidly as the room loses illumination.",
+          "The scene plunges into heavy darkness as the lights fail completely, obscuring the blacksmith's blue pants and leaving only the faint, pulsating glow of the hot metal visible against the dark anvil.",
+          "The artificial lighting sputters and begins to return, casting a growing glow over the workshop debris and gradually revealing the blacksmith's white glove and the metal tools resting nearby.",
+          "The lighting fully recovers to reveal the final result: the red-hot metal piece is now bent into a distinct forked shape with curved prongs, held securely by tongs over the anvil surface."
+        ]
+      }
+    },
+    "original_task_id": "a00923_00451",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00000_00698_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A bright red ceramic piggy bank sits centered on a glossy black reflective surface against a stark white background, just as a heavy metal hammer swings into the frame from the right, poised to strike the smooth ceramic flank.",
+          "A large, billowing white studio cloth enters rapidly from the left edge of the frame, drifting inward to partially obscure the view of the red piggy bank and the incoming hammer just before impact.",
+          "The white fabric completely fills the frame, hiding the piggy bank and the destructive action entirely, leaving only the soft folds and bright white texture of the cloth visible against the studio lighting.",
+          "The white cloth begins to retract and slide out towards the right side of the frame, revealing glimpses of the aftermath underneath as the fabric clears the central view.",
+          "With the white cloth fully gone, the camera reveals the red piggy bank shattered into large red and white ceramic shards scattered across the reflective surface, with coins spilling out amidst the debris near the resting hammer."
+        ]
+      }
+    },
+    "original_task_id": "a00000_00698",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00027_00216_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A bundle of red and white striped candy canes tied with a pale ribbon stands upright on a dark, textured surface, while a sledgehammer descends rapidly from the top edge toward the candy.",
+          "A person wearing a black shirt enters from the left edge, their torso moving steadily across the foreground to partially block the view of the candy canes and the hammer striking down.",
+          "The person's black shirt dominates the entire frame, completely obscuring the candy canes and the table surface, preventing any view of the shattering action happening behind them.",
+          "The person in the black shirt moves toward the right edge, slowly unveiling the scene as the gap widens to show the dark surface beneath.",
+          "The person has fully exited the frame, leaving a clear view of shattered red and white candy cane fragments scattered across the dark surface, with the crumpled ribbon lying near the hammer."
+        ]
+      }
+    },
+    "original_task_id": "a00027_00216",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00043_00428_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A large, shiny stainless steel bowl sits centrally on a dark, flat surface, reflecting the bright daylight, while a stream of white granular substance begins to pour into it from the right side, near a person's leg clad in khaki pants.",
+          "A person wearing a dark garment enters from the right edge, moving leftward across the foreground and beginning to block the view of the stainless steel bowl and the stream of white grains.",
+          "The dark garment of the passing person completely fills the frame, obscuring the bowl and the pouring action entirely, with only the rough, reddish wall and wire mesh visible in the upper background above their shoulder.",
+          "The person continues their path to the left, their dark clothing moving out of the frame to reveal the stainless steel bowl again, where the white granular substance is now visibly piling up inside.",
+          "The occluding figure has fully exited to the left, revealing the final state where the large stainless steel bowl rests on the dark surface, now containing a substantial mound of the white granular powder."
+        ]
+      }
+    },
+    "original_task_id": "a00043_00428",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00043_01032_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A top-down shot captures a large stainless steel bowl of white flour on a light wood table, where a hand holds a small brown jar and starts pouring granular brown powder into the mound.",
+          "A person wearing a dark blue shirt enters from the left edge, their body moving across the foreground and starting to block the view of the bowl and the pouring hand.",
+          "The person's dark blue shirt completely covers the frame, hiding the bowl and the action entirely, leaving only the fabric and the edge of the wooden table visible at the periphery.",
+          "The person moves further right, and the dark fabric slides away, gradually revealing the metal bowl and the flour mixture underneath as the obstruction clears the scene.",
+          "With the person fully gone, the view returns to the metal bowl on the wooden table, showing a hand mixing the granular yeast into the white flour and tossing the ingredients together."
+        ]
+      }
+    },
+    "original_task_id": "a00043_01032",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00089_00763_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A low-angle shot shows a person crouching on the left amidst dry, brown grass, gripping a white Discraft disc, with dark trees and a soft evening sky visible in the background.",
+          "A large dog with dark fur runs into the frame from the left side, its body moving close to the lens and beginning to block the view of the crouching person and the disc.",
+          "The dog's torso and legs completely dominate the foreground, fully obscuring the person and the field behind it, filling the screen with moving fur and paws against the low perspective.",
+          "The dog exits the frame to the right, its tail and hind legs clearing the view, allowing the dry grass field to reappear as the white disc comes into focus rolling forward.",
+          "The scene is clear again, showing the white Discraft disc rolling large and blurred in the bottom right foreground across the dry grass, while the person now stands upright near a basket in the distance."
+        ]
+      }
+    },
+    "original_task_id": "a00089_00763",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00092_00591_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "On a bright blue hard court marked with crisp white lines, a female tennis player in a yellow top and dark skirt is captured mid-air, preparing to strike a yellow tennis ball.",
+          "A ball person wearing a dark blue uniform runs into the frame from the left side, their blurred figure beginning to obscure the lower portion of the court and the player's white shoes.",
+          "The ball person completely dominates the foreground, their moving limbs and dark blue clothing filling the entire view and effectively blocking out the tennis player and the bright blue court surface behind them.",
+          "The ball person continues running toward the right edge of the frame, their body sliding out of view to gradually reveal the blue court surface and the distinct white boundary lines underneath once again.",
+          "With the foreground clear again, the camera clearly shows a yellow tennis ball bouncing gently near the white service line on the expansive blue court surface, marking the end of the rally."
+        ]
+      }
+    },
+    "original_task_id": "a00092_00591",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00097_00353_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A shovel with a sturdy wooden handle and black metal blade repeatedly plunges into dark, churning water, violently striking the edge of a thick, blue-tinted sheet of ice near a person's beige winter boot visible on the left side.",
+          "A thick, bare tree branch sways down from the upper right corner, partially obscuring the view of the shovel blade and the splashing water as it strikes the frozen surface near the existing thin twigs.",
+          "The gnarled, brown branch swings fully across the center of the frame, completely blocking the view of the dark water, the wooden handle, and the shattering ice edge, dominating the foreground with its textured bark.",
+          "The heavy branch begins to sway back upwards and to the right, revealing glimpses of the disturbed water and scattered ice shards through the widening gap as the obstruction clears the central view.",
+          "With the branch fully gone, the static camera reveals the jagged, broken edge of the ice sheet and submerged fragments floating in the dark, rippling water, marking the irregular boundary where the tool struck the frozen surface."
+        ]
+      }
+    },
+    "original_task_id": "a00097_00353",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00098_00335_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a brightly lit kitchen setting, a pair of hands cracks white eggs over a large, stainless steel mixing bowl already brimming with dozens of vibrant orange yolks, while a green plastic crate filled with whole eggs sits nearby on the right.",
+          "As the hands continue to tap and break the shells, a person wearing a white apron enters the frame from the right side, their torso slowly moving across the foreground and beginning to obscure the view of the green crate and the metal bowl.",
+          "The person in the white apron continues walking directly in front of the lens, their clothing completely filling the frame and hiding the bowl of yolks, the cracking hands, and the crate of eggs from view entirely.",
+          "The white fabric of the apron shifts towards the left edge of the frame as the person walks away, gradually revealing the stainless steel bowl and the accumulated mixture of raw eggs underneath.",
+          "Once the person has fully exited the frame to the left, the camera clearly shows the large metal pot filled with raw egg yolks and whites, with hands holding two uncracked white eggs above the bowl beside the crate."
+        ]
+      }
+    },
+    "original_task_id": "a00098_00335",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00098_00483_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "On a light wooden butcher block table, a clear glass pie dish holds two raw eggs with bright yellow yolks, while in the background of white kitchen cabinets and a stainless steel sink, a person tilts a small bowl to pour more yolks.",
+          "A person wearing a white shirt enters from the left edge of the frame, their body moving forward to partially block the view of the glass pie dish and the eggs resting on the light wooden table.",
+          "The person in the white shirt stands directly in front of the lens, completely obscuring the wooden table, the glass dish, and the pouring action, filling the frame with their torso while the white kitchen cabinets remain blurred in the background.",
+          "The person in the white shirt walks towards the right side of the frame, gradually revealing the glass pie dish and the wooden surface as the obstruction moves away, allowing light to hit the eggs again.",
+          "Once the person has exited the frame, the glass pie dish is clearly visible on the wooden table, now holding several raw eggs with distinct yellow yolks, while a hand holds the empty small glass bowl nearby."
+        ]
+      }
+    },
+    "original_task_id": "a00098_00483",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00098_01181_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a softly lit kitchen setting, a hand holds a brown egg poised over a clear glass, while a white carton brimming with golden eggs rests on a stack of papers to the left.",
+          "A person wearing a dark shirt enters from the right edge, their torso moving into the foreground and starting to block the view of the glass and the hand holding the egg.",
+          "The person's dark clothing completely dominates the frame, fully obscuring the egg carton, the glass, and the hand, so that no part of the kitchen table or the cracking action is visible.",
+          "The person moves further left and begins to exit the frame, creating a widening gap that reveals the stack of papers and the clear glass sitting on the wooden table surface again.",
+          "Once the person has fully left, the clear glass is shown containing raw egg yolk and white, with a hand holding broken brown eggshells just above it, indicating a second egg has been cracked."
+        ]
+      }
+    },
+    "original_task_id": "a00098_01181",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00102_01345_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A metal mesh strainer hangs above a dark, rustic bowl, filtering a translucent pink liquid that drips in steady streams, creating expanding ripples and clusters of bubbles on the surface of the red juice resting on a wooden surface.",
+          "A person's arm, covered in a soft beige sleeve, slides into the frame from the left, moving across the foreground and starting to obscure the metal strainer and the pool of red juice below.",
+          "The beige sleeve fills the majority of the view, completely blocking the strainer and the bowl, so that only the blurred fabric texture is visible while the straining action is hidden behind the arm.",
+          "The arm in the beige sleeve shifts towards the right edge, gradually pulling away to reveal the dark bowl and the red liquid underneath as the obstruction clears the central area of the shot.",
+          "Once the arm has fully exited the frame, the camera clearly displays the dark bowl filled with vibrant red liquid, its surface shimmering with scattered bubbles and faint ripples where the straining has concluded."
+        ]
+      }
+    },
+    "original_task_id": "a00102_01345",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_00623_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A massive fireball erupts in the center of the frame against a clear blue sky, with bright yellow flames and dark smoke expanding rapidly while metal debris flies outward above a distant tree line.",
+          "A large, leafy branch from a foreground tree swings into the frame from the left edge, beginning to obscure the lower portion of the expanding fireball and the flying shrapnel.",
+          "The thick cluster of green leaves and brown twigs completely fills the screen, blocking the view of the explosion entirely as the wind pushes the heavy vegetation across the static lens.",
+          "The leafy branch begins to swing back towards the right edge of the frame, revealing glimpses of the towering smoke column and falling debris through the widening gaps in the foliage.",
+          "The branch has fully exited the frame, revealing the final state where a towering column of orange fire and thick smoke rises upwards while scattered metal fragments rain down against the blue sky."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00623",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_00691_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "The static aerial view captures a winding river flanked by dense dark green jungle and agricultural plots, where a massive explosion suddenly erupts, launching a towering column of black smoke and fire into the sky.",
+          "A large, dark bird suddenly swoops into the frame from the upper left, its out-of-focus wingspan rapidly expanding to partially block the view of the erupting fire and the winding waterway below.",
+          "The bird's dark, blurry body and fully extended wings dominate the entire foreground, completely obscuring the explosion and the river valley beneath it in a momentary total blackout of the scene.",
+          "The avian intruder continues its trajectory toward the right side of the frame, its trailing feathers dragging across the lens to slowly unveil the devastated landscape and rising smoke once more.",
+          "Once the bird has fully exited the frame, the view is clear again, displaying a massive cloud of white and dark smoke billowing upward while numerous white trails arc radially outward and downward in a starburst pattern."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00691",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_00880_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "The large, angular metal structure rests on a dirt mound in a field of dry grass under an overcast sky, suddenly struck by a violent explosion on its side.",
+          "A dark green utility truck enters the frame from the left foreground, driving steadily across the bottom edge and beginning to obscure the lower portion of the exploding metal structure.",
+          "The truck continues its path until its large, boxy silhouette completely dominates the foreground, fully blocking the view of the fireball and the metal target behind it against the pale sky.",
+          "The utility truck begins to exit the frame to the right, revealing the chaotic aftermath through the widening gap as the vehicle moves out of the line of sight, exposing the smoke.",
+          "Once the vehicle has fully exited to the right, the scene clearly shows a massive fireball and thick black smoke engulfing the left side, scattering debris, while the right angled panel remains standing on the mound."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00880",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_00896_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "The black and white rocket with red USA lettering stands on the pad, surrounded by metal gantries and the structure marked 1 SIDE 4, as massive orange flames suddenly erupt from the engine bells at the base.",
+          "A large, yellow industrial service vehicle drives slowly into the frame from the right, its heavy metal body rising to partially block the view of the violent flames expanding around the launch tower legs.",
+          "The yellow service vehicle moves fully across the foreground, completely hiding the rocket base and the spreading fire behind its tall, solid cabin and cargo bed, leaving only the upper rocket section visible.",
+          "The yellow vehicle begins to exit the frame to the left, slowly unveiling the scene as the intense glow of the fire becomes visible again through the gap behind the truck's rear.",
+          "The vehicle has completely left the view, revealing a massive, blinding cloud of bright orange fire and exhaust that now engulfs the entire launch platform and obscures the metal structures in intense light."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00896",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_01023_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A massive explosion erupts from the large brick manor, sending a towering plume of reddish-brown smoke and debris high into the overcast sky, obscuring the central tower while the lower brick walls remain visible behind the rising dust cloud.",
+          "A large leafy branch from the foreground tree on the left sways violently into the frame, beginning to partially block the view of the rising smoke and the brick building.",
+          "The thick cluster of green leaves and brown twigs fully dominates the center of the frame, completely hiding the burning manor and the billowing smoke behind a dense wall of vegetation.",
+          "The swaying branch begins to retreat back toward the left edge of the frame, revealing glimpses of the dark smoke and the damaged roof structure through the thinning gaps in the leaves.",
+          "The branch has fully exited the frame, revealing the final state where a massive fireball engulfs the manor's roof, sending thick black smoke and flying debris high into the sky above the partially visible lower brick walls."
+        ]
+      }
+    },
+    "original_task_id": "a00106_01023",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_01537_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "From a high-angle static perspective, a massive black metal truss structure holds a rocket engine centrally, surrounded by billowing white vapor jets against a backdrop of dusty brown earth and concrete pads, with white storage tanks visible on the right edge.",
+          "A large bird with brown and white feathers suddenly swoops down from the top left, its wings spreading wide as it flies extremely close to the lens, beginning to obscure the view of the white vapor and the black truss structure.",
+          "The bird's outstretched wings and body completely fill the frame, blurring into a soft focus of brown and white feathers that entirely blocks the view of the test stand and the ground, hiding the machinery.",
+          "The bird banks away towards the bottom right, its wings receding to reveal widening gaps of the scene, where the initial white vapor has rapidly ignited into a violent eruption of bright orange flames beneath the black truss.",
+          "With the bird fully gone, the camera clearly shows the rocket engine burning intensely, producing a massive, turbulent cloud of bright orange fire and thick white smoke that engulfs the area beneath the stationary black metal structure."
+        ]
+      }
+    },
+    "original_task_id": "a00106_01537",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00107_00694_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A gloved hand firmly grips a metal chisel against a rapidly spinning block of light-colored wood mounted on a lathe, sending a spray of fine sawdust into the air near a black collection box filled with shavings.",
+          "From the left side of the frame, the dark, dust-covered torso of a fellow worker walks into view, partially obscuring the spinning wooden workpiece and the gloved hand holding the carving tool.",
+          "The fellow worker's body completely fills the frame, blocking the view of the lathe and the carving process entirely, leaving only the texture of their dark, sawdust-dusted clothing visible in the foreground.",
+          "As the fellow worker continues walking to the right, their body begins to slide out of the frame, revealing the smoothing wooden surface and the metal tool rest underneath once again.",
+          "With the worker fully gone, the camera reveals the large wooden workpiece now shaped into a smooth, rounded, bulbous form spinning on the lathe, with thick layers of sawdust covering the stationary gloved hands."
+        ]
+      }
+    },
+    "original_task_id": "a00107_00694",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00112_00847_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Under a bright blue sky with wispy clouds, a white off-road vehicle speeds along a dry dirt track flanked by golden grasses and dark rocky hills, pulling taut on a yellow tow strap that leads toward the camera.",
+          "A large, dry tumbleweed rolls rapidly into the frame from the left edge, its tangled brown branches catching the sunlight as it begins to obscure the lower portion of the speeding vehicle and the dusty trail.",
+          "The massive tumbleweed continues its rapid roll across the foreground, completely filling the lens with its textured, dry vegetation and blocking the view of the white vehicle and the yellow tow strap entirely.",
+          "The tumbleweed rolls toward the right edge of the frame, slowly revealing the scene behind it as gaps in its dry branches allow glimpses of the thickening dust cloud and the taut yellow rope to reappear.",
+          "With the tumbleweed now fully out of frame, the view clears to show the white vehicle almost completely swallowed by a massive cloud of brown dust, the yellow tow rope stretching taut and disappearing into the thick haze."
+        ]
+      }
+    },
+    "original_task_id": "a00112_00847",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00132_00608_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A heavy, grey mechanical press descends rapidly toward a glowing orange metal bar resting on a sturdy, dark lower die, preparing to forcefully crush the hot steel against the base.",
+          "A large, dark rectangular metal plate, likely a piece of scrap or a shield moved by a crane, slides into the frame from the left side, beginning to partially block the view of the descending press and glowing bar.",
+          "The massive dark metal plate completely fills the foreground, entirely obscuring the crushing action and the machinery, with only its scratched, matte surface and faint industrial reflections remaining visible in the frame.",
+          "The large dark metal plate begins to slide away towards the right, slowly revealing the aftermath of the crushing process through the widening gap as the heavy grey press remains stationary above the work area.",
+          "The dark metal plate has fully exited the frame to the right, clearly showing the final result where the metal has been compressed into a flat, wide sheet on the bottom die surrounded by scattered dark flakes of scale."
+        ]
+      }
+    },
+    "original_task_id": "a00132_00608",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00190_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a brightly lit workshop with corrugated metal walls, a pink tablet stands upright on a silver platform bordered by yellow and black hazard tape, while a heavy concrete block hovers just above it, ready to drop.",
+          "A technician wearing a white shirt walks into the frame from the left, carrying a large, flat metal sheet that begins to obscure the view of the pink tablet and the dropping block.",
+          "The large metal sheet held by the passing technician completely fills the foreground, blocking the view of the crushing action and reflecting the bright studio lights as it moves across the center of the frame.",
+          "As the technician continues walking to the right, the edge of the metal sheet slides out of view, revealing the aftermath of the impact through the widening gap in the foreground.",
+          "With the obstruction fully cleared, the static shot reveals the pink tablet lying completely flattened and crushed on the hazard-striped platform, surrounded by large, jagged chunks of concrete rubble scattered across the metal surface."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00190",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00574_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Three metal 'Joys Salted Peanuts' cans sit on rough concrete pavement, filled with bright blue and yellow water beads, positioned directly in the path of a large black car tire visible on the right edge.",
+          "A person's leg, clad in dark denim jeans and a grey sneaker, steps into the frame from the left, partially obscuring the view of the blue-beaded can as the tire begins its forward roll.",
+          "The person's leg and shoe fully dominate the center of the frame, completely blocking the view of the cans and the tire, casting a dark shadow over the concrete while the crushing action continues unseen behind the limb.",
+          "The leg in the grey sneaker lifts and moves toward the right edge of the frame, revealing glimpses of flattened metal and scattered colorful beads on the ground through the widening gap near the car's undercarriage.",
+          "The person's leg has completely exited the frame to the right, revealing the aftermath: three flattened metal cans lying crushed on the concrete, with blue and yellow gel beads scattered widely across the pavement where the containers once stood."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00574",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00729_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A rectangular yellow plastic container with bright side latches sits on the rough gray asphalt, filled to the brim with clear water beads atop layers of orange, yellow, green, and blue beads. To the right, the black tread of a large car tire looms close to the container as it begins to roll forward.",
+          "A person wearing blue jeans and a white t-shirt walks into the frame from the left, their body beginning to obscure the yellow container as the car tire presses down on the colorful beads.",
+          "The person's torso and legs completely dominate the center of the frame, fully blocking the view of the container and the tire's interaction, leaving only the gray asphalt and the edge of the tire visible on the far right.",
+          "The person continues walking to the right, their body moving out of the frame to reveal the crushed plastic and scattered beads emerging from behind their legs.",
+          "With the pedestrian fully out of the frame, the camera reveals the flattened remains of the yellow plastic container lying crushed on the asphalt, with orange slime spilling out and hundreds of colorful water beads scattered across the wet ground near the stationary tire."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00729",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00800_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black car tire with white 'WHEELER' lettering sits atop a brown wooden ramp labeled 'EXPERIMENTS & LIFE HACKS', positioned directly beside a whole green striped watermelon on the gray asphalt.",
+          "A person wearing blue jeans and white sneakers walks into the frame from the left, their legs partially obscuring the view of the green watermelon and the wooden ramp as the tire begins to roll forward.",
+          "The person's legs and lower torso completely dominate the foreground, fully blocking the view of the car tire, the wooden ramp, and the watermelon as the crushing action happens behind them.",
+          "The person in blue jeans continues walking to the right and begins to exit the frame, slowly revealing the crushed remains of the fruit and the stationary black tire on the pavement.",
+          "Once the person has fully left the frame, the camera clearly shows the destroyed watermelon, with scattered chunks of red flesh and green rind lying on the asphalt near the black tire and wooden ramp."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00800",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00144_00810_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up view captures a hand holding a silver metal shaker, pouring a stream of liquid and ice into a clear glass featuring a white diamond lattice pattern that sits on a white counter with amber liquid inside.",
+          "A person wearing a dark garment suddenly walks into the frame from the left edge, their body beginning to block the view of the pouring hand and the etched glass.",
+          "The dark fabric of the passerby's clothing completely dominates the foreground, fully obscuring the glass, the shaker, and the white beadboard background as they move directly across the lens.",
+          "The passerby continues their movement toward the right edge, their dark form sliding away to reveal the white surface and the top rim of the glass re-emerging into view.",
+          "The frame is now clear again, showing the diamond-patterned glass resting on the white table, filled with the mixed brown cocktail and several large, clear ice cubes floating at the top."
+        ]
+      }
+    },
+    "original_task_id": "a00144_00810",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00204_01516_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Two curlers in bright yellow jerseys vigorously sweep the white ice with brooms ahead of a sliding yellow stone, while the blue sideboards frame the rink under bright arena lights.",
+          "A person wearing a dark jacket walks closely past the camera lens from the left side, their torso beginning to obscure the view of the sweeping players and the sliding stone.",
+          "The dark fabric of the passerby's jacket completely fills the frame, hiding the curling action entirely and leaving only the texture of the dark clothing visible against the bright background light.",
+          "The person in the dark jacket continues walking to the right, slowly revealing the white ice sheet again as the gap widens to show the yellow stone slowing down near the target area.",
+          "With the obstruction gone, the yellow curling stone rests perfectly in the center of the blue target circle, surrounded by the players in yellow shirts who have stopped sweeping and stand on the ice."
+        ]
+      }
+    },
+    "original_task_id": "a00204_01516",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00206_00877_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A clear, empty glass rests on a smooth white surface, illuminated by soft, even lighting. Large chunks of white ice begin to drop into the vessel from above, landing with a sharp clink against the transparent bottom.",
+          "A soft white linen napkin enters the frame from the left side, drifting slowly across the scene. It begins to partially obscure the clear glass and the falling ice chunks, casting a gentle shadow over the pristine white surface.",
+          "The white linen napkin now completely dominates the center of the frame, fully concealing the glass and the ice dropping action. The soft texture of the fabric fills the view, blocking all sight of the countertop and the vessel beneath it.",
+          "The white linen napkin begins to slide away towards the right edge of the frame, gradually revealing the scene underneath. Through the widening gap, the clear glass and the white countertop become visible again as the fabric retreats.",
+          "The white linen napkin has fully exited the frame to the right, leaving the scene unobstructed. The clear glass now sits quietly on the white surface, containing two distinct white ice cubes resting at the bottom under the bright lighting."
+        ]
+      }
+    },
+    "original_task_id": "a00206_00877",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00207_02059_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "The large chrome hydraulic press ram begins its rapid descent toward the black Nikon FA camera body centered on the circular metal pedestal, while scattered debris lies on the workbench against a backdrop of green walls with yellow lightning bolt signs.",
+          "A worker wearing a dark grey coverall enters from the left edge of the frame, their torso partially obscuring the view of the descending press and the Nikon camera as they walk across the foreground.",
+          "The worker's dark grey coverall completely fills the frame, blocking the entire view of the hydraulic press and the Nikon camera, with only the texture of the heavy fabric visible as they pass directly in front of the lens.",
+          "The worker in the dark grey coverall continues moving to the right, their body sliding out of the frame to reveal the aftermath of the crushing action underneath the now-stationary press ram.",
+          "With the worker fully out of the frame, the black Nikon camera is revealed completely crushed flat against the metal base, its body destroyed into a pile of debris with metal shards scattered and the strap hanging from the flattened wreckage."
+        ]
+      }
+    },
+    "original_task_id": "a00207_02059",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00233_00090_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person wearing blue nitrile gloves holds a large white plastic scoop filled with white flour over a shiny stainless steel mixing bowl, while a blue bowl containing more flour sits on the counter to the left near a sunlit window.",
+          "A person wearing a white apron enters the frame from the right side, their body partially obscuring the view of the gloved hands and the metal bowl as they walk past the workstation.",
+          "The white fabric of the passing person's apron completely fills the camera view, hiding the mixing bowl and the pouring action entirely behind the moving cloth texture.",
+          "The person in the white apron continues walking toward the left edge of the frame, gradually revealing the stainless steel bowl and the countertop underneath as the obstruction clears.",
+          "Once the person has fully exited the frame to the left, the camera clearly shows the shiny metal bowl containing a large mound of white flour at the bottom, with the blue bowl still visible in the background."
+        ]
+      }
+    },
+    "original_task_id": "a00233_00090",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00233_00238_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Fine white flour and granulated sugar cascade from a tilted stainless steel bowl into a larger mixing basin, creating a dusty cloud, while a gloved hand grips the rim at the bottom right.",
+          "A chef's arm wearing a white glove enters from the right, sweeping across the foreground and partially blocking the view of the white flour and sugar cascading into the metal bowl.",
+          "The white-gloved arm and sleeve completely cover the center of the shot, obscuring the stainless steel bowl and the falling ingredients, filling the frame with the texture of the white material.",
+          "The arm retracts to the right, widening the view to reveal the stainless steel bowl again, where the stream of flour has ceased and a pile of ingredients is becoming visible.",
+          "The arm has fully left the frame, leaving a clear view of the large stainless steel mixing bowl containing a settled, static mound of white flour and sugar mixture at the bottom."
+        ]
+      }
+    },
+    "original_task_id": "a00233_00238",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00237_00609_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand carefully places the final wooden domino at the end of a curved line extending from a tall tower of light brown wooden blocks with carved tracks, set against a white foam mat background.",
+          "An orange tabby cat walks into the frame from the right side, its furry body beginning to obscure the view of the hand and the newly placed domino near the white mat.",
+          "The orange tabby cat completely fills the frame, its thick fur and body hiding the wooden block tower and the domino line, leaving only the cat's moving form visible against the bright lighting.",
+          "The orange tabby cat continues walking toward the left edge, slowly revealing the wooden structure and the dominoes which have started to topple over as a blue marble rests near the base.",
+          "With the cat fully out of the frame, the scene shows a blue marble resting near the base of the wooden block structure while the curved row of wooden dominoes continues toppling over in a chain reaction."
+        ]
+      }
+    },
+    "original_task_id": "a00237_00609",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00237_00717_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A glossy red and white ceramic object tumbles rapidly toward the rotating metal teeth of an industrial shredder, set against a backdrop of bright blue painted metal walls.",
+          "A heavy, translucent blue plastic safety flap swings down from the upper right edge of the frame, beginning to obscure the view of the crushing blades and the falling ceramic item.",
+          "The thick blue plastic sheet completely dominates the foreground, rippling slightly as it fully blocks the camera's view of the shredder mechanism and the disintegrating item behind it.",
+          "The heavy blue safety flap slowly lifts and sways back toward the upper frame, gradually revealing the sharp interlocking metal teeth and the scattered remnants of the destruction process underneath.",
+          "The plastic curtain has fully retracted out of view, leaving a clear shot of the shredder blades where the red polka-dotted object has been completely pulverized into small white and red fragments disappearing between the rotating metal teeth."
+        ]
+      }
+    },
+    "original_task_id": "a00237_00717",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00238_00133_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Clear glass marbles roll smoothly along the pale pine wood tracks, gathering speed as they descend the parallel grooves toward the intricate pivoting wooden hammer mechanism situated in the foreground.",
+          "A person's arm, clad in a thick white knitted sweater sleeve, enters from the right side of the frame, slowly obscuring the view of the wooden hammer and the rolling marbles.",
+          "The white sweater sleeve completely fills the frame, blocking out the detailed wood grain and the marbles entirely, leaving only the soft texture of the knitted fabric visible against the bright indoor lighting.",
+          "The arm begins to retract back toward the right edge, slowly revealing the stationary wooden tracks and the carved channels underneath as the fabric moves out of the way.",
+          "With the arm fully gone, the camera reveals a single blue marble resting securely inside a carved circular hole in the wooden block on the left, while the rest of the track remains still."
+        ]
+      }
+    },
+    "original_task_id": "a00238_00133",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00270_00023_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "The large Uzbekistan Airways jet, featuring a white body with blue and green stripes and a blue engine nacelle, lowers its landing gear against a grey sky as it prepares to touch down on the wet runway.",
+          "A white airport maintenance truck with flashing amber lights enters from the left edge of the static frame, moving rightward and beginning to partially block the view of the aircraft's blue engine and extended landing gear.",
+          "The white maintenance truck continues its path across the foreground, completely filling the frame and fully obscuring the landing aircraft, leaving only the truck's side panels and moving wheels visible against the grey backdrop.",
+          "As the white maintenance truck exits towards the right edge of the frame, the view clears to reveal the airplane again, now firmly on the ground with spoilers deployed and water spraying from the tires.",
+          "The maintenance vehicle has fully left the frame, leaving a clear view of the large airplane rolling away down the wet runway, its wing spoilers fully deployed and tires kicking up a significant rooster tail of water spray."
+        ]
+      }
+    },
+    "original_task_id": "a00270_00023",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00280_00363_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skier descends rapidly down the steep, sunlit snow slope, navigating around the scattered dark rocks on the left while kicking up a large spray of white powder with each turn.",
+          "A large bird of prey swoops into the frame from the right edge, its dark wings beginning to obscure the view of the skier carving through the snow near the rocky outcrops.",
+          "The bird's massive wingspan completely fills the foreground, blurring the scene with feathers and blocking the view of the snowy mountain entirely as it passes extremely close to the static camera lens.",
+          "The bird exits the frame to the left, its wings moving out of view to gradually reveal the bright white snow and the dark rocks of the mountain slope as the scene clears.",
+          "The bird is fully gone, revealing a person lying on their back in the snow with limbs splayed, surrounded by a spray of powder near the scattered rocks where the descent ended."
+        ]
+      }
+    },
+    "original_task_id": "a00280_00363",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00318_00064_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Under a bright blue sky with wispy clouds, a whole pineapple sits atop a rugged, reddish-brown dirt mound surrounded by dry scrub brush, just as it suddenly bursts apart in a violent explosion of yellow fruit and green leaves.",
+          "As the pineapple detonates, sending debris upward, a large, dark bird swoops extremely close to the camera lens from the left side, its outstretched wing beginning to obscure the rising cloud of smoke and fruit chunks.",
+          "The bird's body and feathers completely fill the frame, blocking out the blue sky and the dirt mound entirely, creating a momentary blur of dark plumage that hides the ongoing explosion.",
+          "The bird continues its flight path across the frame, its tail feathers sliding out of view to the right, gradually revealing the aftermath of the blast on the mound below through the widening gap.",
+          "With the bird fully gone, the camera reveals the scattered yellow fruit chunks and green spiky leaves drifting through the air above the brown dirt mound, suspended in the wake of the explosion."
+        ]
+      }
+    },
+    "original_task_id": "a00318_00064",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00327_00223_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black car tire rests on wet stone tiles next to a deep blue water balloon, beginning a slow roll forward over a long line of colorful spheres including orange, yellow, and green that stretch toward the rear wheel.",
+          "Just as the tire begins to compress the first blue balloon, a person wearing blue jeans and white sneakers walks into the frame from the right side, their legs partially blocking the view of the colorful line of balloons extending under the car.",
+          "The person continues walking across the foreground, their legs and lower body now completely obscuring the car tire and the line of balloons, filling the frame with the movement of denim fabric and blocking the view of the crushing action.",
+          "The person's legs move toward the left edge of the frame, gradually revealing the scene underneath the car again as the gap widens, showing glimpses of the wet pavement and the aftermath of the tire's movement over the tiles.",
+          "With the pedestrian fully out of the frame, the camera reveals the wet pavement littered with colorful rubber scraps from the burst balloons, while four intact water balloons in blue, light blue, orange, and red lie scattered separately across the stone tiles."
+        ]
+      }
+    },
+    "original_task_id": "a00327_00223",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00364_01737_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Numerous white, oblong pills tumble through the air against a stark black background, beginning to land on a textured dark green surface, illuminated by a soft, dramatic light that highlights their smooth, chalky texture as they bounce.",
+          "As the white pills continue to scatter and bounce across the dark green surface, the bottom rim of a white plastic pill bottle enters from the upper right corner, partially obscuring the falling medication and casting a soft shadow over the tumbling objects.",
+          "The white plastic pill bottle moves fully into the center of the frame, completely blocking the view of the dark green surface and the scattered pills, its smooth, curved white surface reflecting the light and dominating the entire visual field.",
+          "The white plastic pill bottle begins to slide out of the frame towards the top right, revealing the dark green surface underneath and the chaotic arrangement of white oblong pills that have settled into a dispersed pattern.",
+          "With the white plastic pill bottle now completely gone from the view, the camera clearly shows the final state where numerous white oblong pills lie scattered across the dark green surface in a random, dispersed pattern, resting quietly after their rapid descent."
+        ]
+      }
+    },
+    "original_task_id": "a00364_01737",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00386_00350_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In the dimly lit workshop, a heavy hammer rhythmically strikes a small, curved piece of reddish copper held against the sharp edge of a steel anvil, the metal gleaming under the focused light as the dirty hand grips it firmly.",
+          "As the hammer continues its work, a heavy, dark leather apron swings into the frame from the left side, its textured surface gradually obscuring the view of the anvil and the copper piece being shaped.",
+          "The thick leather apron completely dominates the foreground, blocking out all visibility of the hammering action and the steel anvil, leaving only the rough, dark texture of the protective gear filling the entire static shot.",
+          "The leather apron begins to swing back out of the frame to the left, slowly revealing glimpses of the steel anvil and the hand underneath as the view of the workspace widens again.",
+          "With the obstruction fully gone, the camera clearly shows the now-flattened copper wire loop resting securely against the sharp edge of the metal anvil, held firmly in place by the worker's hand after the shaping is complete."
+        ]
+      }
+    },
+    "original_task_id": "a00386_00350",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00403_01394_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a dimly lit environment with a blurred warm shape in the background, large shards of white glass explode outward and upward from a central filament, scattering through the dark air in slow motion as a lightbulb shatters.",
+          "A person's dark sleeve enters from the left edge of the frame, moving steadily rightward and beginning to partially block the view of the exploding glass shards and the central metallic base.",
+          "The dark fabric of the sleeve completely dominates the frame, fully obscuring the shattering lightbulb and the scattered glass fragments, leaving only the texture of the black material visible against the dark background.",
+          "The dark sleeve continues its movement to the right, slowly retreating from the center and allowing the scattered white glass shards and the standing metal base to reappear through the widening gap.",
+          "With the dark sleeve fully gone from the frame, the scene reveals the aftermath: the metal base and filament stand centrally while sharp white glass fragments lie scattered outward into the surrounding darkness."
+        ]
+      }
+    },
+    "original_task_id": "a00403_01394",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00403_01560_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Four large cola bottles stand upright on a weathered wooden table painted with red, white, and blue sections, set against a backdrop of thick timber beams and dense green foliage, when suddenly the bottles begin to violently erupt in a chain reaction.",
+          "As the dark liquid begins to spray violently from the bursting bottles, a person wearing a dark green t-shirt enters from the left edge of the frame, their body partially obscuring the view of the wooden table and the exploding soda.",
+          "The person continues walking across the foreground, their torso and shoulders completely blocking the camera's view of the table, the bursting bottles, and the timber wall behind them, leaving only the blurred outline of their movement visible against the green background.",
+          "The person moves toward the right side of the frame, revealing the aftermath of the explosion through the widening gap as the dark liquid settles and the wooden table painted with red and blue sections comes back into view.",
+          "Once the person has fully exited the frame to the right, the camera reveals the final state where two cola bottles lie on their sides on the powder-covered table, while two other bottles rest on the grass beneath amidst settling smoke."
+        ]
+      }
+    },
+    "original_task_id": "a00403_01560",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00440_01043_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Six colorful water balloons with hand-drawn emoji faces—pink, red, orange, yellow, green, and blue—sit in a neat row on a gray concrete surface next to a large black car tire, just as the tire begins to roll forward.",
+          "A person wearing blue jeans walks into the frame from the right edge, their legs partially obscuring the blue and green balloons while the black tire continues to crush the yellow balloon behind them.",
+          "The person stands directly in front of the static camera, their denim-clad legs completely blocking the view of the balloons and the tire, dominating the frame with the dark fabric and the shadow cast on the ground.",
+          "The person begins to walk away to the left, their legs moving out of the shot and revealing the wet concrete and the crushed remains of the balloons through the widening gap in the foreground.",
+          "Once the person has fully exited the frame, the view is clear again, showing all six balloons crushed flat on the wet concrete with water actively spraying from the pink and red remnants while the others lie squashed."
+        ]
+      }
+    },
+    "original_task_id": "a00440_01043",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00447_00070_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A stack of metal cans sits on a black folding table in front of a weathered wooden retaining wall, bathed in bright sunlight, just as the can violently explodes and sprays white foam high into the air.",
+          "As the massive spray of white foam ejects upward, a person wearing a dark jacket walks into the frame from the left, their shoulder beginning to block the view of the table and the wooden wall.",
+          "The person continues walking across the foreground, completely obscuring the table and the explosion, their dark clothing dominating the frame and hiding the cans and the scattering debris from view.",
+          "The person moves toward the right edge, their body revealing the scene behind them as the view clears to show the white residue splattered on the black table and the gravel ground below.",
+          "With the person fully gone, the camera clearly shows the aftermath: the can's base stands upright on the foam-covered table, its detached top rests to the left, and white residue splatters the table surface and the wooden wall behind."
+        ]
+      }
+    },
+    "original_task_id": "a00447_00070",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00447_00579_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A line of colorful water balloons, including yellow, pink, green, and blue spheres, rests on a red carpet speckled with glitter and sequins, positioned just below a white vehicle bumper.",
+          "A foot wearing a white sneaker enters from the left side, stepping onto the red carpet and partially blocking the view of the yellow and pink balloons as the tire begins to roll.",
+          "The person's leg, clad in blue jeans, moves fully into the center, completely obscuring the green, blue, and purple balloons and the tire's action behind the dark denim fabric.",
+          "The sneaker and denim-clad leg begin to step away toward the right edge, gradually opening up the view to reveal the wet red surface and torn rubber pieces of the balloons.",
+          "The sneaker has fully exited the frame to the right, revealing the colorful water balloons completely burst and flattened, with rubber skins scattered across the wet, red carpet amidst splashed water and confetti."
+        ]
+      }
+    },
+    "original_task_id": "a00447_00579",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00455_00488_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "On a sunlit white table with blurred wooden bookshelves in the background, a clear glass ramekin sits next to a brown egg. A hand cracks the egg against the rim, pouring the raw contents into the small bowl.",
+          "From the right side, a sheer white curtain suddenly billows inward on a breeze, drifting into the foreground. The translucent fabric begins to obscure the glass bowl and the cracking egg, partially blocking the view of the table.",
+          "The sheer white curtain fully covers the frame, pressing close to the lens and hiding the table completely. The view is dominated by the rippling folds of the fabric as light filters through, obscuring the egg separation action entirely.",
+          "The breeze shifts, causing the sheer white curtain to slowly recede back toward the right edge of the frame. As the fabric pulls away, the white table and the glass ramekin become visible again through the clearing space.",
+          "With the curtain fully gone, the camera reveals the glass ramekin containing clear egg white. A spoon lifts the intact yellow yolk high above the bowl, separating it as a strand of white drips back down into the glass."
+        ]
+      }
+    },
+    "original_task_id": "a00455_00488",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00456_00097_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A gloved hand stabilizes a rough, light-colored block while another hand uses yellow-handled end-cutting pliers to grip and wiggle a metal loop embedded in the side, set on sandy ground with scattered metal debris nearby.",
+          "A large, dark work boot steps into the frame from the left, its dusty leather surface beginning to partially block the view of the pliers twisting the metal loop.",
+          "The heavy work boot completely fills the center of the frame, fully obscuring the rough block and the hands, leaving only the boot's texture and the surrounding sandy floor visible.",
+          "The work boot begins to move away to the right, slowly uncovering the rough block and the gloved hand stabilizing it as the scene re-emerges from behind the footwear.",
+          "Once the boot has fully exited the frame, the camera clearly shows a hammer claw resting against the now-bent metal fastener embedded in the rough wooden plank, which is still held upright by the gloved hand on the sandy ground."
+        ]
+      }
+    },
+    "original_task_id": "a00456_00097",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00479_00309_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "On the smooth blue felt of the pool table, a wooden cue stick strikes the white cue ball with red dots, sending it rolling rapidly toward the yellow number one ball positioned near the corner pocket.",
+          "As the white ball moves, a person wearing dark trousers enters from the left edge, their legs partially obstructing the view of the blue rails and the yellow number one ball near the pocket.",
+          "The person's body completely dominates the foreground, fully blocking the view of the pool table, the corner pocket, and the collision happening between the white cue ball and the yellow ball against the diamond-plate metal wall.",
+          "The person continues walking to the right, their dark clothing sliding out of the frame to gradually reveal the blue table surface and the stationary blue two ball near the bottom left corner.",
+          "With the obstruction gone, the white cue ball is seen rolling across the blue felt towards the yellow nine ball in the bottom right, while the blue two ball and other striped balls remain stationary on the table."
+        ]
+      }
+    },
+    "original_task_id": "a00479_00309",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00503_01377_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand grips a black and red pressure washer nozzle, directing a high-pressure spray along a dirty, beige stone window sill beneath a white-framed window, washing away grime near the red brick wall.",
+          "A large, leafy branch from the bush on the left swings inward on a breeze, partially obscuring the view of the pressure washer nozzle and the stone sill being cleaned.",
+          "The dense cluster of green leaves and thin brown stems completely fills the frame, effectively hiding the white window frame, the red brick wall, and the cleaning action behind a solid wall of swaying foliage.",
+          "The leafy branch begins to sway back towards the left edge, revealing glimpses of the wet stone surface and the red brickwork underneath as the greenery retreats from the center of the shot.",
+          "With the foliage fully cleared from the view, the scene shows the now clean and wet stone ledge, stripped of dark grime, with water dripping down the red brick wall below."
+        ]
+      }
+    },
+    "original_task_id": "a00503_01377",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00512_00883_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a room with beige square tiles, a large, empty stainless steel mixing bowl with side handles sits in the center, while nearby, a person wearing black pants and grey Crocs stands ready as black-gloved hands begin pouring white flour.",
+          "From the right side, a person wearing a white apron walks into the frame, their body beginning to block the view of the shiny metal bowl and the stream of falling flour.",
+          "The person in the white apron completely dominates the foreground, entirely obscuring the mixing bowl and the pouring action, leaving only the texture of the white fabric visible in the center of the shot.",
+          "As the person in the white apron continues walking toward the left, their figure slides out of view, slowly uncovering the stainless steel bowl where the flour has been collecting.",
+          "With the passerby fully gone, the camera clearly shows the large stainless steel mixing bowl now containing a substantial, settled mound of white flour powder at the bottom, resting on the tiled floor."
+        ]
+      }
+    },
+    "original_task_id": "a00512_00883",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00513_00452_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A vibrant green head of cabbage rests atop a mound of cracked, dry brown earth under a vast, clear blue sky, suddenly beginning to shudder violently as an internal pressure builds just before it detonates.",
+          "A large, dry, brown leaf tumbles into the frame from the upper left, caught in a sudden gust of wind, and begins to obscure the cabbage just as the vegetable bursts outward in a brilliant flash.",
+          "The crinkled, brown leaf fills the entire center of the frame, completely hiding the exploding cabbage and the mound of earth behind its textured, veined surface as it drifts extremely close to the lens, dominating the view.",
+          "The leaf begins to drift toward the right edge, lifting slightly to reveal glimpses of the green fragments and dust cloud expanding rapidly in the background above the mound of dry earth.",
+          "The leaf exits the frame to the right, leaving a clear view of the obliterated cabbage, which has scattered green shards and white dust in a wide explosion cloud above the dirt mound, with a small red fragment visible high in the debris field."
+        ]
+      }
+    },
+    "original_task_id": "a00513_00452",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00550_00045_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a dimly lit workshop, a blacksmith's hand grips heavy tongs holding a glowing orange rectangular metal billet against the rough surface of a dark anvil, while a heavy hammer is poised to strike, sending tiny sparks scattering as the metal begins to deform.",
+          "A fellow worker carrying a large, dark sheet of scrap metal enters from the right edge of the frame, their dark clothing and the metal sheet beginning to obscure the view of the glowing billet and the anvil.",
+          "The large dark metal sheet carried by the passing worker completely fills the foreground, blocking the view of the anvil and the forging process entirely, leaving only the texture of the passing metal visible against the blurred workshop background.",
+          "The worker carrying the dark metal sheet continues moving to the left, gradually revealing the anvil and the work area again as the obstruction slides out of the frame, exposing the glowing metal once more.",
+          "With the foreground now clear, the camera reveals three glowing orange metal bars stacked flat on the dark, rough block, forming a single rectangular mass with visible surface texture and scattered scale flakes where the forging has completed."
+        ]
+      }
+    },
+    "original_task_id": "a00550_00045",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00550_00137_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a workshop with scattered metal shavings on the floor, a wooden-handled hammer rests on the flat face of a heavy, worn iron anvil before a blacksmith lifts it to strike a glowing orange metal bar, causing sparks to scatter.",
+          "The blacksmith's dark trousers and heavy work boots step forward from the right edge of the frame, moving across the foreground and beginning to partially block the view of the anvil and the hammering action.",
+          "The blacksmith's body completely dominates the frame, filling the view with dark fabric and the blur of motion, fully hiding the anvil, the glowing metal, and the sparks from the camera.",
+          "The blacksmith steps away to the left, their dark clothing sliding out of the frame to reveal the wooden floorboards and the edge of the anvil reappearing as the view clears.",
+          "The camera now clearly shows the heavy iron anvil sitting empty and bare on its wooden block, the glowing metal bar removed, with the small golden decorative figure still visible on the side of the anvil base."
+        ]
+      }
+    },
+    "original_task_id": "a00550_00137",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00561_00108_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A pale arm extends from the left, holding a dark reddish crawfish by its tail just above the glassy surface of a dark pond, framed by green aquatic plants hanging from the top edge.",
+          "A large cluster of green leaves and thin branches sways heavily into the frame from the upper right, beginning to partially block the view of the dangling crawfish and the calm water below.",
+          "The dense foliage of the swaying branch completely fills the view, effectively blocking the hand, the bait, and the water surface from sight as the green leaves dominate the entire foreground.",
+          "The heavy leafy branch begins to sway back out of the frame towards the top edge, gradually revealing glimpses of the disturbed water surface and the hand still hovering near the plants.",
+          "With the vegetation fully cleared from the view, the camera shows turbulent dark water churning with white foam and bubbles where the fish submerged, while the empty hand hovers near the top edge plants."
+        ]
+      }
+    },
+    "original_task_id": "a00561_00108",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00561_01358_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "The empty black bucket swing suspended by metal chains swings rhythmically back and forth over the textured white sand, moving from the grassy background toward the foreground near the out-of-focus green support pole on the left.",
+          "A person wearing dark clothing enters from the left edge of the frame, their body gradually moving across the foreground and partially blocking the view of the swinging bucket and the sand.",
+          "The person's dark clothing and body completely dominate the frame, fully obscuring the swing set and the white sand pit from view as they walk directly past the static camera lens.",
+          "The person continues their path to the right, their figure sliding out of the frame to reveal the playground area and the swing moving closer through the widening gap.",
+          "The black bucket swing holding a crumpled beige mass swings forward into the immediate foreground, with its metal chains taut and the seat tilted upward above the white sand."
+        ]
+      }
+    },
+    "original_task_id": "a00561_01358",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_00367_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static top-down shot captures a gray pool table with black rails and white diamond markers, where a cue stick strikes the white ball on the right, sending it rushing toward the colorful triangle of balls clustered on the left.",
+          "A person wearing a dark blue shirt enters from the bottom edge, their torso rising into the frame to partially block the view of the gray felt and the approaching white cue ball.",
+          "The person's dark blue shirt and back completely dominate the view, fully obscuring the pool table and hiding the moment the white ball smashes into the colorful rack of balls.",
+          "The person walks away toward the top left, their body sliding out of the frame to gradually reveal the gray table surface where the colored balls are now rolling apart.",
+          "The occlusion clears completely to show the aftermath on the gray felt, with the colorful balls scattered widely, the black ball resting near the top left corner and the white cue ball near the top rail."
+        ]
+      }
+    },
+    "original_task_id": "a00563_00367",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_00668_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A top-down view shows a gray felt pool table with black rails and white diamond markers, where a racked triangle of colorful balls sits on the left and a white cue ball waits near the bottom right before a cue stick strikes it.",
+          "Just as the cue ball accelerates toward the rack, a person's dark pant leg and black shoe step into the frame from the bottom right, moving upward to partially block the view of the table's surface.",
+          "The person's dark trousers and shoe move directly over the static camera lens, completely filling the frame with blurry dark fabric that obscures the pool table, the gray felt, and the action of the scattering balls.",
+          "The dark obstruction begins to slide toward the top left corner, gradually revealing the gray felt and the now-dispersed colored balls as the person continues walking past the camera.",
+          "The person's leg and shoe have fully exited the frame, revealing the final state of the game with the colorful pool balls scattered widely across the gray felt, resting near the black rails and center."
+        ]
+      }
+    },
+    "original_task_id": "a00563_00668",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_01026_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A cluster of translucent green, bright red, and pink water balloons rests on the wet, reflective concrete pavement as the black rubber tread of a car tire begins to roll forward toward them.",
+          "A person's legs, clad in blue jeans and white sneakers, walk into the frame from the left side, beginning to obscure the view of the colorful balloons and the wet ground.",
+          "The person's legs continue walking across the foreground, completely blocking the camera's view of the water balloons and the car tire with their denim-clad thighs and shoes dominating the entire frame.",
+          "The person's legs move toward the right edge of the frame, gradually revealing the wet concrete surface underneath as they exit the scene and the background comes back into view.",
+          "Once the person has fully passed, the camera reveals the crushed remains of the water balloons, with torn fragments of green, red, and pink rubber scattered across the damp pavement near the tire."
+        ]
+      }
+    },
+    "original_task_id": "a00563_01026",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_01823_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand wearing a black wristwatch places a row of four colorful plastic bottles—red, yellow, green, and blue—on rough grey asphalt next to a large black car tire that begins to slowly roll forward.",
+          "From the left edge, a person wearing dark blue jeans and grey sneakers walks into the frame, their legs starting to block the view of the hand and the red bottle.",
+          "The person's body completely obstructs the camera view, filling the frame with dark denim fabric and the side of a grey sneaker, hiding the car tire and the bottles entirely from sight.",
+          "The person walks out of the frame to the right, their legs moving away to reveal the asphalt and the car tire which has moved forward over the line of containers.",
+          "The scene is fully visible again, showing the car tire resting on the flattened yellow, green, and blue bottles leaking colorful slime, while the red bottle near the edge remains unburst and upright."
+        ]
+      }
+    },
+    "original_task_id": "a00563_01823",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00565_01236_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a sandy area featuring a bright pink cardboard castle with white brick outlines and an orange picket fence, a hand holds a glass jar of red and black beads, shaking it slightly before tilting to pour.",
+          "As the beads begin to fall, a person's leg clad in blue jeans and a white sneaker steps in from the left, partially obscuring the pink castle and the pouring action.",
+          "The leg moves fully across the foreground, completely blocking the view of the pink structure and the sand, leaving only the blue denim fabric and white shoe visible in the frame.",
+          "The leg in blue jeans shifts toward the right edge, gradually revealing the textured sandy ground and the base of the pink castle as the obstruction clears the central area.",
+          "Once the leg has exited, the camera shows the final result: red and black pellets scattered on the sand and collected inside the left archway of the pink cardboard house."
+        ]
+      }
+    },
+    "original_task_id": "a00565_01236",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00581_00452_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blue-tinted, inclined conveyor belt continuously transports scattered clumps of brown earth and debris upwards towards a processing area near large white structures, with heavy dark machinery and ropes visible on the left.",
+          "A large, dark, rusted metal pipe swings into the frame from the left edge, partially obscuring the view of the moving conveyor belt and the brown earth clumps traveling upwards.",
+          "The massive dark metal structure completely fills the foreground, blocking the entire view of the conveyor belt and the processing machinery, leaving only the textured surface of the rusted metal visible.",
+          "The large dark metal pipe begins to swing back towards the left edge of the frame, revealing glimpses of the blue-tinted conveyor belt and the scattered debris moving upwards once again.",
+          "With the obstruction fully gone, the camera clearly shows clumps of fibrous material scattered on the inclined black conveyor belt moving upward toward the machinery, situated near the large white storage tanks."
+        ]
+      }
+    },
+    "original_task_id": "a00581_00452",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00607_01039_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person in brown trousers stands behind a dark, rough tree stump where a vertical piece of light-colored split wood is being shaped, while a hatchet with a curved handle is embedded nearby and a tan dog watches from the right edge.",
+          "The tan dog suddenly moves closer from the right side, its furry snout and ear entering the frame to partially obscure the view of the vertical wood piece and the embedded hatchet handle as the person prepares to strike.",
+          "The dog's tan fur and flank completely fill the foreground, blocking the view of the stump and the wood-splitting action entirely as the animal passes directly in front of the static camera lens.",
+          "As the dog continues moving to the left, its tan fur and hind legs drift out of the frame, gradually revealing the dark stump surface and the wood pieces underneath through the widening gap.",
+          "With the dog fully gone, the scene reveals a cylindrical log lying horizontally on the tree stump next to the upright, pointed wood piece, while the axe remains embedded in the stump nearby."
+        ]
+      }
+    },
+    "original_task_id": "a00607_01039",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00608_00021_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In an industrial kitchen featuring brown tiled flooring and a yellow plastic jerrycan in the background, a large stainless steel mixing bowl sits beneath a heavy yellow mixer arm as a thick stream of white liquid begins pouring into the vessel.",
+          "From the left edge, a worker wearing grey trousers and white sneakers steps into the immediate foreground, their body partially blocking the view of the stainless steel bowl and the pouring action taking place beneath the yellow machinery.",
+          "The worker's grey-clad legs and torso completely dominate the frame, fully obscuring the mixing bowl, the white liquid, and the yellow industrial mixer arm, leaving only the moving fabric of their clothing visible to the static camera.",
+          "As the worker continues walking toward the right, their grey trousers and white shoes slide out of view, gradually revealing the stainless steel bowl and the yellow mixer arm again as the obstruction clears the lens.",
+          "Once the worker has fully exited the frame, the camera clearly shows the large stainless steel mixing bowl containing a high volume of white milk, filling the vessel significantly beneath the stationary yellow mixer arm."
+        ]
+      }
+    },
+    "original_task_id": "a00608_00021",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00629_00640_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "On the expansive white ice sheet marked with faint skate grooves, a hockey player in a black jersey bearing the number 6 skates aggressively toward the left, stick in hand, while opponents in white and red uniforms chase him from the right.",
+          "From the right edge, the lower body of a player in white pants with red stripes skates rapidly into the foreground, their black skates blurring slightly as they begin to block the view of the black-jerseyed player losing his footing.",
+          "The foreground player's white uniform completely fills the screen, with the red stripes on the socks and the hem of the jersey obscuring the entire background action, hiding the player in black as he crashes onto the ice surface.",
+          "As the player in the white uniform skates out toward the left edge, the view opens up to reveal the scratched white ice again, showing the player in black lying prone near the boards after his fall.",
+          "With the foreground player fully out of the frame, the camera clearly reveals the player in the black jersey lying on his back on the ice near the boards, his legs bent and his hockey stick held vertically in the air."
+        ]
+      }
+    },
+    "original_task_id": "a00629_00640",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00637_00239_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A player in a black jersey with the number 7 sprints across the blue trampoline grid, illuminated by bright overhead lights, while vertical banners reading \"NZONE\" and a Pepsi logo are visible on the dark walls where a person in white stands.",
+          "A large red dodgeball enters rapidly from the right edge, growing larger as it flies toward the lens, partially blocking the view of the running player and the blue mats beneath.",
+          "The textured red surface of the dodgeball completely dominates the frame, acting as a solid barrier that entirely blocks the view of the trampoline court, the players, and the blue mats beneath.",
+          "The red ball shifts downward and to the left, gradually exposing the blue trampoline surfaces and the players as the obstruction moves away from the center of the lens, widening the view.",
+          "The red ball has fully exited the frame, clearly revealing a player in a white shirt lying prone on the mat, while two opponents in black shirts crouch and stand nearby with red dodgeballs resting on the blue and black surfaces."
+        ]
+      }
+    },
+    "original_task_id": "a00637_00239",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00648_00373_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A beat-up white pickup truck on the left accelerates across the dirt track towards a damaged SUV, with a crowd of spectators watching from a grassy hill lined with red fencing under an overcast sky.",
+          "A spectator wearing a grey hoodie enters from the left edge of the frame, walking close to the static camera and beginning to block the view of the white truck near the red safety fencing.",
+          "The spectator in the grey hoodie continues walking across the immediate foreground, their torso completely filling the camera view and obscuring the dirt pit and the dusty action taking place just behind them.",
+          "The spectator moves toward the right side of the frame, gradually uncovering the scene as the dusty pit and the grassy hill with spectators become visible again through the widening gap.",
+          "Once the spectator has fully exited the frame, the camera reveals a damaged white truck and a car labeled 'Wilton' resting near the dirt embankment, while a red and white van in the foreground emits thick white smoke."
+        ]
+      }
+    },
+    "original_task_id": "a00648_00373",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00651_00392_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Sunlight glints off the turbulent ocean surface as powerful waves crash forcefully over dark, jagged rocks, churning the deep blue water into thick, swirling white foam that surges continuously across the frame.",
+          "A large seagull with white and grey feathers suddenly swoops down from the top left corner, its blurred wings beginning to obscure the view of the churning white foam and dark rocks below.",
+          "The seagull's body and outstretched wings completely fill the frame, blocking the view of the ocean entirely as its textured white feathers and dark wingtips dominate the scene in sharp focus.",
+          "The large seagull flaps its wings vigorously and flies upward toward the top right, gradually revealing the turbulent seawater and dark rocks underneath as the gap in its movement widens.",
+          "With the bird now gone, the camera clearly shows the aftermath of the surge, where churning white foam and turbulent seawater wash over the dark, submerged rocks, creating a swirling mix of froth and dark water across the surface."
+        ]
+      }
+    },
+    "original_task_id": "a00651_00392",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00651_01301_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Turbulent white foam churns and bubbles vigorously across the surface of dark green water, creating a splashing wake that continuously expands and mixes with the surrounding ripples under bright sunlight.",
+          "A large seagull swoops into the frame from the right side, its white wings spreading wide to partially block the view of the churning foam and dark green water beneath.",
+          "The seagull flies directly across the static lens, its detailed white and grey feathers filling the entire screen and completely obscuring the bubbling water action below.",
+          "The bird continues its trajectory to the left, gradually moving out of the shot and allowing the dark green water and churning foam to reappear through the widening gap.",
+          "With the bird fully gone, the clear view reveals the turbulent white foam spreading across the water's surface, creating a textured, frothy wake that contrasts with the smoother, dark green water nearby."
+        ]
+      }
+    },
+    "original_task_id": "a00651_01301",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00669_00267_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black car tire rests on a brown wooden ramp labeled 'Super Crush' on a gray asphalt road, positioned near a green watermelon half and another showing red flesh, with scattered pulp on the ground.",
+          "A person's legs walk into the frame from the left, moving very close to the lens and beginning to block the view of the black tire and the wooden ramp with the yellow sticker.",
+          "The person's legs fully dominate the foreground, completely hiding the green watermelon rinds and the red pulp, leaving only the blurred texture of the sunlit asphalt and the edge of the ramp visible behind them.",
+          "The person continues walking to the right, their legs moving out of the frame to reveal the silver wheel rim and the tire rolling forward off the brown wooden ramp to crush the fruit.",
+          "With the obstruction gone, the camera clearly shows the tire having rolled completely over the fruit, leaving the red watermelon flesh and green rinds smashed flat against the gray asphalt surface."
+        ]
+      }
+    },
+    "original_task_id": "a00669_00267",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00670_00049_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black bucket swing suspended by metal chains sways back and forth, casting a distinct, oscillating shadow on the bright green rubber playground surface below, which is scattered with small debris and dry leaves.",
+          "A child wearing a bright red jacket runs into the frame from the left edge, their moving body beginning to partially block the view of the swaying swing and the green ground.",
+          "The child runs directly across the immediate foreground close to the lens, completely obscuring the black bucket swing and the green surface, filling the entire frame with the motion blur of their red clothing.",
+          "The child moves rapidly towards the right edge and begins to leave the frame, widening the gap to reveal the textured green surface and the dark swing shadows underneath once more.",
+          "Once the child has fully exited, the camera clearly reveals two empty black bucket swings hanging above the green surface, with one blurring in the foreground and the other steady in the background, both casting sharp shadows."
+        ]
+      }
+    },
+    "original_task_id": "a00670_00049",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00670_00871_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand grips a rough wooden staff on the left, swinging it towards a shiny metal helmet that sits on a yellow foam block atop a vertical wooden post in a green forest.",
+          "A large bird with dark wings enters from the right edge, flying close to the lens and starting to block the view of the swinging staff and the helmet target.",
+          "The bird's body and spread wings completely dominate the frame, hiding the wooden post and the metal helmet entirely as it passes directly in front of the static camera.",
+          "The bird moves towards the left edge, its tail feathers trailing behind, allowing the wooden post and the struck helmet to slowly become visible again through the widening gap.",
+          "The bird has exited the frame completely, revealing the yellow block wedged diagonally inside the metal helmet atop the wooden post, with a length of chainmail hanging down the side."
+        ]
+      }
+    },
+    "original_task_id": "a00670_00871",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00673_00334_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A man wearing a grey t-shirt and camouflage cap aims a large silver handgun with a long barrel at two green watermelons resting on a white folding table in a grassy yard.",
+          "A large leafy branch from a nearby tree sways into the frame from the top right, partially blocking the view of the shooter's hands and the table setup.",
+          "The thick cluster of green leaves completely dominates the foreground, fully obscuring the man and the watermelons from view while the wind rustles the vegetation in front of the lens.",
+          "The swaying branch begins to move back toward the right edge of the frame, slowly revealing the white table and the shooter's position through the thinning gaps in the foliage.",
+          "Once the branch clears the view, the white table is shown covered in pink pulp and shattered green rind fragments where the watermelons used to be, with debris scattered on the grass."
+        ]
+      }
+    },
+    "original_task_id": "a00673_00334",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00676_01135_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A brown-haired doll wearing a white shirt with blue stars sits on a blue rubber swing seat, suspended by rusty metal chains, gently oscillating back and forth over the black safety mat in a playground with grey gravel.",
+          "As the doll continues its rhythmic swinging motion, the legs of a person wearing blue jeans and white sneakers enter the frame from the left side, beginning to obscure the view of the rusty swing chains and the doll's left side.",
+          "The person's body completely fills the foreground, blocking the entire view of the swinging doll and the blue seat, with only the texture of the blue denim fabric and the movement of the walking legs visible against the blurred playground background.",
+          "The person in blue jeans continues walking toward the right edge of the frame, gradually revealing the blue swing seat and the doll's brown hair as the obstruction clears the center of the view, showing the grey gravel ground again.",
+          "The person has fully exited the frame to the right, leaving a clear view of the brown-haired doll sitting upright on the blue swing seat, suspended by metal chains and positioned slightly forward in its arc over the black ground mat."
+        ]
+      }
+    },
+    "original_task_id": "a00676_01135",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00677_00528_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Under bright sunlight, a large green tank forces its way through a brick building, crushing wooden beams and scattering debris near a white box marked \"NEHI\".",
+          "A large sheet of corrugated metal siding, dislodged by the impact, swings violently into the foreground from the left, partially blocking the view of the tank's tracks.",
+          "The bent metal sheet dominates the entire frame, its grey and rusty surface completely hiding the tank and the collapsing structure behind it.",
+          "The metal debris begins to drop out of the bottom of the frame, widening the view to show the tank emerging through the swirling dust.",
+          "The obstruction is gone, revealing the green tank settled in the rubble, obscured by thick dust after crushing through the remaining brick wall and wooden beams."
+        ]
+      }
+    },
+    "original_task_id": "a00677_00528",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00679_00874_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A red toy fire truck with white accents lies overturned in a sandy dirt ditch, tethered by thin ropes to a black off-road jeep and a blue police ATV parked on the ridge near large beige rocks.",
+          "As the thin ropes tighten to pull the vehicle, a large, realistic green leaf blows into the frame from the upper right, partially blocking the view of the blue police ATV and the sandy incline.",
+          "The large green leaf dominates the entire frame, completely obscuring the red truck and the towing operation, showing only the detailed surface of the foliage against the out-of-focus sandy background.",
+          "The large green leaf begins to drift away toward the left side, slowly uncovering the steep sandy wall of the ditch and revealing the red truck as it is pulled closer to an upright position.",
+          "Once the leaf has fully exited, the red fire truck is seen pulled upright, resting tilted backward against the sandy ditch wall, connected by a taut rope to the black jeep and blue ATV above."
+        ]
+      }
+    },
+    "original_task_id": "a00679_00874",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00705_00059_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up view captures a black pan filled with yellow liquid eggs as popcorn kernels begin to fall onto the surface near a wooden spatula.",
+          "A person's arm wearing a dark grey sleeve enters from the left edge, partially obscuring the view of the falling popcorn and the yellow eggs.",
+          "The dark grey sleeve completely fills the frame, blocking the view of the pan, the falling popcorn, and the cooking eggs entirely as the arm moves across the foreground.",
+          "The dark grey sleeve begins to retreat towards the left edge, revealing the black pan and the mixture underneath as the gap widens.",
+          "With the arm fully gone, the camera clearly shows fluffy white popcorn pieces scattered throughout the yellow liquid eggs in the black pan, being stirred by the wooden spoon."
+        ]
+      }
+    },
+    "original_task_id": "a00705_00059",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00743_01705_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a sunlit forest clearing, a player with long hair wearing a red patterned shirt and black cap throws a yellow disc, while a cameraman in blue shorts stands ready on a tripod.",
+          "A large leafy branch sways down heavily from the top right corner, partially blocking the view of the metal basket chains and the player in the red shirt who is mid-throw.",
+          "The dense cluster of green leaves and rough brown bark from the overhanging branch fully covers the frame, obscuring the thrower and the flying yellow disc completely from the camera's perspective.",
+          "The wind shifts and the large branch sways back upward and to the right, slowly revealing the grassy forest floor and the blue pole of the disc golf basket underneath the foliage.",
+          "As the branch clears the view, the yellow disc is seen hovering in mid-air near the top band and chains of the disc golf basket, set against the green forest."
+        ]
+      }
+    },
+    "original_task_id": "a00743_01705",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00744_00415_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Two large, clear balloons filled with multicolored water beads rest on wet, gray concrete near the tread of a black car tire, glistening under natural light as the tire begins to roll forward.",
+          "Just as the tire makes contact, a person wearing dark pants and boots walks into the frame from the left, their legs partially obscuring the view of the balloons and the crushing action.",
+          "The person's lower body completely blocks the camera's view of the ground, filling the frame with dark fabric and wet boots, hiding the bursting balloons entirely from sight.",
+          "The person continues walking to the right, their legs sliding out of the frame to reveal the wet pavement again, offering a glimpse of the scattered debris left behind.",
+          "Once the person has fully exited the frame, the scene clearly shows the aftermath: a mess of scattered colorful water beads and shredded pieces of clear balloon rubber lying on the wet concrete near the tire track."
+        ]
+      }
+    },
+    "original_task_id": "a00744_00415",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00763_00324_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Five green watermelons are lined up on a white plastic folding table outdoors, backed by stacked wooden railroad ties and dense green foliage, when the watermelon on the far right begins to bulge and crack under pressure.",
+          "A large, leafy branch sways into the frame from the upper right, driven by a sudden gust of wind, and begins to obscure the view of the two rightmost watermelons just as the explosion initiates.",
+          "The dense cluster of green leaves and thin twigs completely fills the foreground, effectively blocking the entire white table and the exploding watermelons from view, leaving only the swaying vegetation visible against the blurred forest background.",
+          "The heavy leafy branch sways back towards the right edge of the frame, gradually revealing the white folding table and the messy aftermath of the detonation as the foliage moves out of the line of sight.",
+          "With the branch fully gone, the static shot clearly reveals three intact watermelons on the left side of the table, while the two rightmost positions are covered in a violent spray of red pulp, seeds, and shattered green rind fragments."
+        ]
+      }
+    },
+    "original_task_id": "a00763_00324",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00776_00048_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A doll with tan legs stands on a small pink trampoline with a white mesh center, repeatedly jumping up and down while pink and yellow hula hoops lie on the white marble surface in the background.",
+          "A human hand enters from the left side of the frame, partially obscuring the view of the doll's tan legs and the pink trampoline as it reaches toward the center of the play area.",
+          "The human hand completely covers the center of the frame, hiding the trampoline and the jumping doll entirely from view while the fingers and palm dominate the foreground against the white surface.",
+          "The human hand begins to retract towards the left edge, slowly revealing the white marble surface and the pink trampoline underneath as the fingers move away from the center of the shot.",
+          "The hand has fully exited the frame, revealing the small pink trampoline sitting empty on the white marble surface with the doll gone and the pink and yellow hula hoops remaining stationary in the distance."
+        ]
+      }
+    },
+    "original_task_id": "a00776_00048",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00783_00136_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Two shirtless men stand on a high wooden platform constructed with light-colored lumber, and the man in green shorts begins to run forward to leap, while a tattered black and white flag flutters in the background.",
+          "A large, tattered black and white flag attached to the upper rigging suddenly swings into the foreground from the right side, beginning to obscure the view of the men on the wooden deck.",
+          "The massive, weathered black and white flag completely dominates the frame against the bright sky, fluttering wildly in the wind and entirely blocking the view of the wooden platform where the man was running.",
+          "The heavy, tattered flag begins to swing back toward the right, slowly revealing the reddish-brown painted wooden wall of the structure and the thick ropes hanging down as the scene becomes visible again.",
+          "The flag has fully cleared the frame to the right, revealing a smiling man with wet dark hair submerged up to his shoulders in the murky brown water near the edge of the wooden deck structure."
+        ]
+      }
+    },
+    "original_task_id": "a00783_00136",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00785_00180_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static close-up captures the weathered grey top of an iron anvil with a square hole on the left and a decorative metal scroll attached to the side, as hammering begins on a hot rod.",
+          "A heavy, dark brown leather apron swings into the frame from the right edge, partially blocking the view of the anvil's flat top and the glowing workpiece as the smith moves closer.",
+          "The thick, textured leather of the apron completely fills the frame, entirely obscuring the anvil and the metalworking process as the smith stands directly in front of the lens.",
+          "The dark leather material begins to shift away to the right, slowly uncovering the metallic surface of the anvil and allowing the workshop lighting to illuminate the workspace again.",
+          "The apron has fully exited the frame, revealing the final result: a glowing orange metal rod resting on the anvil, flattened into a tapered, leaf-like shape surrounded by blue scale flakes."
+        ]
+      }
+    },
+    "original_task_id": "a00785_00180",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00786_00064_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A player's hand in a black glove holds a cue stick aimed at the white cue ball on the vibrant blue felt, surrounded by black rails with white diamond markers and scattered colored balls.",
+          "A person wearing a dark grey shirt walks into the frame from the bottom, their torso rising to partially block the view of the player's arm and the cue ball.",
+          "The person in the dark grey shirt stands directly beneath the camera lens, their back completely obscuring the pool table and hiding the collision between the cue ball and the black eight-ball.",
+          "The person in the dark grey shirt moves away to the right side, slowly uncovering the blue felt and revealing the aftermath of the shot as the obstruction clears.",
+          "The black eight-ball is now pocketed in the top-left corner, the red ball rests near the right cushion, and the white cue ball sits near the bottom-left rail, while the other colored balls remain scattered on the blue felt."
+        ]
+      }
+    },
+    "original_task_id": "a00786_00064",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00786_01466_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "From a static overhead perspective, a player in a light blue shirt extends a pool cue towards the white cue ball on the vibrant blue felt, aiming at the tightly racked triangle of multi-colored balls on the left.",
+          "A person wearing a black jacket walks into the frame from the bottom right edge, their body moving closer to the lens and beginning to block the view of the player's aiming arm.",
+          "The person in the black jacket dominates the entire frame, their dark fabric completely hiding the pool table, the player, and the balls, preventing any view of the break shot taking place.",
+          "The person in the black jacket moves out of the way to the left, revealing the blue felt surface where the balls have clearly been struck and are beginning to settle.",
+          "The camera now clearly shows the scattered colorful billiard balls lying across the blue pool table felt, with the white cue ball resting near the bottom center after the break shot."
+        ]
+      }
+    },
+    "original_task_id": "a00786_01466",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00786_02269_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Under the bright arena spotlights, a bowler in a white and blue Weber Cup jersey releases a black ball that begins to roll rapidly down the polished wooden lane, with spectators visible in the dark blue background.",
+          "A fellow competitor wearing a bright yellow jersey enters the frame from the right edge, walking closely past the camera lens and beginning to obscure the view of the bowler's follow-through and the rolling ball.",
+          "The bright yellow fabric of the passing player's jersey completely fills the foreground, blocking the entire view of the lane and the bowling action as they walk directly in front of the static camera position.",
+          "The player in the yellow jersey continues walking toward the left edge of the frame, slowly revealing the lane again as the gap between their body and the frame edge widens to show the pins.",
+          "Once the passerby has fully exited the frame, the camera reveals the aftermath on the lane where most pins are scattered in the pit, leaving only a single white pin with red stripes standing upright on the far right."
+        ]
+      }
+    },
+    "original_task_id": "a00786_02269",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00787_00007_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blue balloon drops onto the worn wooden floorboards, which are marked by patches of peeling white paint and illuminated by soft light reflecting off the left side, and it begins to bounce rhythmically.",
+          "From the right edge, the dark hem of a long coat and a pair of boots enter the scene, slowly creeping forward to partially obscure the bouncing blue balloon on the distressed surface.",
+          "The heavy fabric of the coat and the walker's legs completely fill the frame, effectively hiding the floor and the blue balloon from view as the dark shapes move directly across the foreground.",
+          "The dark coat and boots begin to slide towards the left edge, gradually revealing the pale, weathered wood underneath as the obstruction moves away and the floor becomes visible once more.",
+          "Once the walker has fully left the frame, the view clearly shows the blue balloon resting on the worn wooden floorboards, having finished bouncing and come to a complete stop near the peeling paint."
+        ]
+      }
+    },
+    "original_task_id": "a00787_00007",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00787_00493_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "On a grey concrete patio bordered by a white brick wall and a dark wooden gate, a person in black trousers and white sneakers begins juggling a colorful patterned soccer ball, tapping it rhythmically with their feet.",
+          "Suddenly, a large leafy branch from the potted rosemary bush on the right enters the frame from the edge, blown by a strong gust of wind, and begins partially obscuring the view of the person's legs and the ball.",
+          "The dense green foliage of the swaying branch completely occupies the camera frame, blocking out the white brick wall and the person entirely, leaving only the texture of the rosemary needles visible against the blurred background.",
+          "As the gust of wind subsides, the large branch slowly retreats back towards the right edge of the frame, gradually revealing the grey concrete ground and the person's black trousers once more.",
+          "With the foliage fully returned to the black planter, the camera clearly shows the person balancing on their left leg with their right foot extended forward, while the patterned soccer ball hangs suspended in mid-air above the concrete."
+        ]
+      }
+    },
+    "original_task_id": "a00787_00493",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00814_00048_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A thick, curved piece of light-colored lumber is being carefully guided into a vertical bandsaw blade, closely following a blue marker line as fine sawdust piles up on the black metal table.",
+          "A large, flat sheet of plywood carried by a worker enters from the left side of the frame, beginning to obscure the view of the bandsaw blade and the curved lumber.",
+          "The large sheet of plywood completely dominates the foreground, fully blocking the view of the active bandsaw, the curved beam being cut, and the accumulating sawdust on the table below.",
+          "The large sheet of plywood begins to slide out of the frame to the right, gradually revealing the black work surface and the bandsaw setup underneath once again.",
+          "With the obstruction gone, the camera reveals the final state where the curved wooden beam stands vertically against the blade, having been sliced along the blue guideline with a thin strip nearly separated amidst scattered sawdust."
+        ]
+      }
+    },
+    "original_task_id": "a00814_00048",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00815_00446_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skateboarder in a white t-shirt grinds along a horizontal metal railing in an urban plaza, with a black SUV and a blue parking sign visible in the background under bright daylight.",
+          "A large white delivery van enters the frame from the left side, its side panel sliding across the foreground and beginning to block the view of the skater performing the trick.",
+          "The white delivery van completely fills the frame, fully obscuring the skater and the railing, leaving only the vehicle's white exterior and windows visible in the static shot.",
+          "The rear of the white delivery van moves toward the right edge, gradually revealing the concrete ground and the metal railing again as the vehicle exits the scene.",
+          "The view is clear again to show the skateboarder lying on the paved ground propping himself up with his hands, while his skateboard rests upside down with wheels facing up near the base of a tree."
+        ]
+      }
+    },
+    "original_task_id": "a00815_00446",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00815_00919_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Under bright sunlight, a skateboarder with long hair in a grey shirt and jeans rides across the smooth concrete pavement toward a silver metal handrail situated near large blue double doors.",
+          "As the skateboarder crouches to jump onto the rail, a person wearing a dark jacket enters the frame from the right edge, walking leftward very close to the camera lens and beginning to obscure the view of the skater.",
+          "The person in the dark jacket continues walking across the foreground, completely filling the frame and blocking the view of the skateboarder, the metal rail, and the blue doors behind them, leaving only the passerby's clothing visible.",
+          "The person in the dark jacket moves toward the left edge of the frame, gradually revealing the concrete ground and the metal rail again as the gap widens, showing glimpses of the ground where the action occurred.",
+          "Once the passerby has fully exited the frame to the left, the camera reveals the skateboarder lying on his stomach on the concrete pavement, propping himself up with his hands, with his skateboard resting on its wheels nearby to his left."
+        ]
+      }
+    },
+    "original_task_id": "a00815_00919",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_00187_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In the pitch-black night, a small dark cube sits on the reddish ground, suddenly erupting with a fountain of bright white sparks that shoot upward toward a glowing red flare while smoke begins to billow around the base.",
+          "A person wearing dark clothing walks into the frame from the right foreground, their silhouette beginning to obscure the lower portion of the sparking firework and the illuminated reddish ground as they pass close to the lens.",
+          "The person continues walking across the foreground, their body completely filling the frame and blocking the view of the firework, leaving only the faint ambient red glow visible behind them in the darkness.",
+          "As the person moves toward the left edge of the frame, their figure slides away to reveal the firework box again, which is still active with sparks trailing downward and smoke drifting in the night air.",
+          "The person has fully exited the frame to the left, revealing the small dark firework box standing upright on the reddish ground, now emitting a steady fountain of bright white sparks and grey smoke into the darkness."
+        ]
+      }
+    },
+    "original_task_id": "a00843_00187",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_00455_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blue cylindrical firework rests on a carpet of dry brown leaves in the dark, vigorously shooting a fountain of bright white sparks and smoke straight up that casts a harsh glare on the surroundings.",
+          "A sudden gust of wind sweeps a dense cluster of dry leaves from the left edge, partially obscuring the view of the glowing firework and the scattered debris on the ground.",
+          "The swirling mass of brown leaves completely covers the camera view, blocking the sight of the blue canister and the sparks as the wind-driven foliage dominates the entire frame with textured organic shapes.",
+          "The thick cluster of leaves begins to drift away toward the right side, slowly opening up a gap that reveals the blue cylinder and the ongoing pyrotechnic display underneath.",
+          "The wind-blown leaves have fully cleared the view, showing the blue cylindrical canister remaining upright on the leaf-strewn ground while emitting a continuous vertical stream of bright golden sparks and grey smoke into the night."
+        ]
+      }
+    },
+    "original_task_id": "a00843_00455",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_00563_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In the pitch-black night, a small rectangular firework box sits on the sandy dirt ground, suddenly igniting into a violent fountain of blinding white light and scattered orange sparks that illuminate the immediate area.",
+          "As the pyrotechnic display intensifies with shooting sparks, the dark silhouette of a person walking casually enters the frame from the left side, their body beginning to obscure the lower portion of the bright explosion.",
+          "The walking figure moves directly in front of the lens, their dark clothing and torso completely filling the view and hiding the erupting firework behind a solid wall of shadow, leaving only the edges of the scene visible.",
+          "The person continues their path toward the right edge of the frame, their silhouette sliding away to reveal the chaotic shower of sparks and thick smoke billowing from the ground once again.",
+          "With the obstruction fully gone, the camera captures the small rectangular object sitting on the dirt, continuously erupting in a bright, chaotic shower of orange sparks and thick smoke that scatter outward into the darkness."
+        ]
+      }
+    },
+    "original_task_id": "a00843_00563",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_00857_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In the pitch-black night, a red pot-shaped firework on the ground erupts, violently shooting a chaotic stream of bright white and gold sparks upwards while billowing grey smoke and green flashes fill the air.",
+          "As the sparks fly, a dark silhouette of a person enters from the left edge, their torso and legs moving across the foreground to partially block the view of the glowing fountain.",
+          "The person's dark form completely covers the center of the frame, hiding the firework entirely, with only the bright edges of the sparks visible around their silhouette as they pass close to the lens.",
+          "The figure continues walking toward the right edge, slowly revealing the scene again as the gap widens to show the lingering grey smoke and the ground where the red pot and scattered orange objects sit.",
+          "Once the person has fully exited the frame, the view is clear again, showing the red pot-shaped firework sitting on the ground emitting sparks, with smoke rising and small orange items lying nearby on the dark surface."
+        ]
+      }
+    },
+    "original_task_id": "a00843_00857",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_00945_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a dark outdoor setting with textured reddish-brown ground, a small box sits centrally, erupting with a brilliant vertical fountain of white sparks and smoke that brightly illuminates the immediate area against the night sky.",
+          "A dark silhouette of a person walks into the frame from the left side, their body moving close to the camera lens and beginning to obscure the lower portion of the sparkling firework display.",
+          "The person continues walking across the immediate foreground, their dark clothing and body completely filling the frame and blocking the view of the bright sparks and the firework box entirely from sight.",
+          "As the person moves toward the right edge of the frame, their figure shifts away, revealing the glowing light and the continuing stream of sparks from the firework box emerging from behind them.",
+          "With the person fully out of the frame, the camera clearly shows the small firework box on the reddish ground, still actively shooting a fountain of bright sparks and smoke into the night air."
+        ]
+      }
+    },
+    "original_task_id": "a00843_00945",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_01092_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Bright white sparks continuously erupt and fountain outward from box-shaped fireworks placed on the dark pavement, creating a chaotic spray of light while thick grey smoke billows upwards into the black night air.",
+          "A person wearing dark clothing enters from the right edge of the frame, their silhouette moving slowly inward to partially obscure the bright, spraying sparks and the rising plume of smoke near the ground.",
+          "The person's back completely fills the center of the frame, blocking the view of the erupting fireworks entirely, leaving only the faint peripheral glow of sparks visible around the edges of their dark jacket.",
+          "The individual continues walking steadily toward the left side of the screen, gradually revealing the chaotic fountain of white sparks and the billowing smoke cloud that was previously hidden behind their body.",
+          "With the person now fully out of the frame to the left, the camera clearly shows two rectangular firework boxes sitting on the pavement, continuously erupting with bright white sparks and billowing grey smoke that fills the dark night air."
+        ]
+      }
+    },
+    "original_task_id": "a00843_01092",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00872_01459_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Under bright outdoor sunlight, a tall gray concrete block stands vertically against a large plywood sheet, while high-velocity impacts suddenly strike its surface, causing violent shattering and launching dust.",
+          "A large, leafy tree branch sways into the frame from the left, its dark green foliage beginning to overlap and partially hide the shattering concrete block and the sunlit plywood background.",
+          "The dense cluster of leaves and branches completely covers the central view, obscuring the standing block and the explosion of debris, dominating the frame with organic textures and dappled shadows.",
+          "The heavy branch begins to sway out of the frame to the right, slowly opening a gap that reveals the settling dust and the damaged top of the concrete structure.",
+          "As the foliage clears the frame entirely, the final scene is revealed: the standing concrete block features a jagged, shattered top edge, surrounded by settling dust clouds and scattered concrete debris fragments across the table surface."
+        ]
+      }
+    },
+    "original_task_id": "a00872_01459",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00903_00032_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A young man wearing a purple beanie and black sweatshirt rides a BMX bike with teal tires along an asphalt road, approaching a low metal rail situated near a red brick building and a green utility box.",
+          "A large white delivery truck enters the frame from the left, its massive side panel sliding across the foreground and beginning to block the view of the rider and the green utility box behind him.",
+          "The side of the white truck completely fills the camera view, blocking out the red brick building and the rider entirely, leaving only the flat, white surface of the vehicle visible in the frame.",
+          "The white truck continues moving to the right, slowly revealing the street scene and the grassy area again as the rear of the vehicle passes, exposing the sidewalk where the action took place.",
+          "Once the truck has fully exited the frame to the right, the rider is seen sitting on the concrete curb beside the road clutching his leg, while his light blue bicycle leans against the metal railing nearby."
+        ]
+      }
+    },
+    "original_task_id": "a00903_00032",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00903_00080_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "The video opens on a static shot of a building exterior with grey horizontal siding and large windows framed in white. A person wearing a black shirt and white pants stands on a raised beige stone ledge, while a black tripod stands on the ground to the left.",
+          "A blurry figure enters from the bottom right corner, moving leftward extremely close to the lens. This person, whose dark hair and shoulder are visible, begins to obscure the view of the beige stone ledge and the rider standing near the window.",
+          "The passerby completely dominates the foreground, blocking the entire view of the building and the ledge with their out-of-focus back and dark clothing. The grey siding and the glass windows are no longer visible as the obstruction fills the frame.",
+          "The person continues their path to the left, slowly moving out of the frame and revealing the background again. As the dark obstruction clears, the beige stone ledge and the grey wall of the building come back into view.",
+          "With the obstruction gone, the camera clearly shows the pavement below the ledge where the action has concluded. A person lies on the concrete clutching their leg, while a bicycle lies on its side nearby, indicating a hard crash."
+        ]
+      }
+    },
+    "original_task_id": "a00903_00080",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00909_00861_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A female pitcher in a white t-shirt and maroon pants throws a yellow softball, while a fielder in a black tracksuit begins diving across the reddish-brown dirt near the green fence padding.",
+          "A person in a grey jacket enters from the left foreground, walking close to the static camera and partially blocking the view of the fielder diving on the dirt near the chain-link fence.",
+          "The person in the grey jacket continues walking across the lens, completely obscuring the diving fielder and filling the frame with their fabric, temporarily hiding the chain-link fence and green wall padding behind the action.",
+          "The person in the grey jacket moves toward the right edge of the frame, gradually revealing the reddish-brown dirt infield and the green padded wall as the view of the play clears up through the widening gap.",
+          "The person in the grey jacket has fully exited the frame, clearly showing a young man in a red cap and black hoodie lying on his back on the dirt, laughing while clutching a baseball glove to his chest."
+        ]
+      }
+    },
+    "original_task_id": "a00909_00861",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00923_00451_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blacksmith in a dirty quilted jacket and blue jeans stands at an anvil, using a white-gloved hand to hold tongs on a glowing red metal piece while a long metal bar presses against it to bend the arms.",
+          "A large, dark, soot-stained leather apron swings into the frame from the left edge, partially obscuring the blacksmith's blue jeans and the lower section of the anvil where the heated workpiece rests.",
+          "The dark, wrinkled texture of the heavy soot-stained leather apron completely dominates the foreground, entirely blocking the view of the glowing red metal, the silver tongs, and the blacksmith's manipulating hands.",
+          "The heavy dark apron begins to move away to the right side, slowly revealing the gray anvil surface and the blacksmith's legs as the workspace becomes visible through the widening gap.",
+          "With the obstruction fully gone, the camera clearly shows the red-hot metal piece now bent into a forked shape with two curved prongs extending outward, held securely by tongs over the anvil."
+        ]
+      }
+    },
+    "original_task_id": "a00923_00451",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  }
+]
\ No newline at end of file
diff --git a/MBench-V-new/_original_json/human.json b/MBench-V-new/_original_json/human.json
new file mode 100644
index 0000000000000000000000000000000000000000..5c3f60ce8811ea345c7bfcdf4f3d8e4618771d07
--- /dev/null
+++ b/MBench-V-new/_original_json/human.json
@@ -0,0 +1,15827 @@
+[
+  {
+    "task_id": "mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168",
+    "instance_id": "mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168.mp4",
+      "total_frames": 597,
+      "fps": 29.97,
+      "duration_sec": 19.92,
+      "reference_image_path": "inference_img/mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a group of students in school uniforms performing on stage. The students, all wearing white collared shirts, dark blue vests with white buttons, and red and white striped ties, are playing black and silver clarinet instruments. The camera initially focuses on a close-up of several students, capturing their facial expressions and the details of their instruments as they play. As the video progresses, the camera zooms out to reveal the full stage, where the entire band is arranged in formation under colorful stage lighting. A large screen in the background displays Japanese text and cartoonish illustrations, adding to the vibrant atmosphere of the performance. The audience is visible in the foreground, seated and watching the performance attentively."
+        ],
+        "level_2": [
+          "The video begins with a close-up shot of students in school uniforms playing clarinets. The students have long dark hair and are dressed in white collared shirts, dark blue vests with white buttons, and red and white striped ties. The camera focuses on their hands and faces as they skillfully play their black and silver clarinet instruments. As the scene transitions, the camera slowly zooms out, revealing more of the stage and additional students joining in the performance. The full band is now visible, arranged in a semi-circle formation, with the conductor standing at the center. The background features a large screen displaying colorful Japanese text and cartoonish designs, enhancing the lively ambiance of the event.",
+          "Continuing from the previous scene, the camera maintains its focus on the students playing clarinets, capturing their synchronized movements and concentration. The students' uniforms and instruments remain consistent, with the dark blue vests and red ties clearly visible. The camera then pans slightly to the right, showing more students joining the performance, each holding their clarinets with precision. The stage is brightly lit, and the colorful backdrop with Japanese text and illustrations adds a festive touch to the setting. The audience is partially visible, seated in rows, watching the performance unfold.",
+          "Finally, the camera zooms out further to provide a wide shot of the entire stage. The students are now seen in their full formation, with the clarinet players in the front row and other band members behind them, including those playing brass instruments. The conductor stands at the center, leading the ensemble with confident gestures. The large screen in the background displays the event's title in Japanese, surrounded by playful cartoon characters and bright colors. The audience fills the theater, creating a lively and engaging atmosphere. The video concludes with a sweeping view of the stage, emphasizing the unity and coordination of the student performers."
+        ],
+        "level_3": [
+          "The video opens with a close-up of students in school uniforms, focusing on their upper bodies as they play clarinets. The students have long dark hair and are dressed in white collared shirts, dark blue vests with white buttons, and red and white striped ties. Their hands move rhythmically over the black and silver clarinet instruments, and their facial expressions convey concentration and enjoyment. The camera captures the intricate details of their uniforms and the gleam of their instruments under the stage lights.",
+          "As the scene progresses, the camera slowly pans to the right, revealing more students joining the performance. Each student holds their clarinet with precision, their fingers deftly pressing the keys. The background remains consistent, with the colorful stage decorations and the large screen displaying Japanese text and illustrations. The students' synchronized movements and the harmonious sound of their instruments create a captivating visual and auditory experience.",
+          "The camera continues to pan, showing the full extent of the stage and the arrangement of the band. The students are now seen in their complete formation, with the clarinet players in the front row and other band members behind them. The conductor stands at the center, guiding the ensemble with clear and expressive gestures. The stage is brightly lit, and the colorful backdrop enhances the festive atmosphere. The audience is visible in the foreground, seated and watching the performance with interest.",
+          "The video then zooms out further, providing a wider view of the stage and the audience. The students' uniforms and instruments remain consistent, with the dark blue vests and red ties standing out against the bright stage lighting. The large screen in the background displays the event's title in Japanese, surrounded by playful cartoon characters and vibrant colors. The students' coordinated movements and the harmonious music create a sense of unity and excitement.",
+          "Finally, the camera captures a sweeping view of the entire stage, emphasizing the scale and grandeur of the performance. The students are seen in their full formation, with the clarinet players in the front row and other band members behind them. The conductor leads the ensemble with confidence, and the audience fills the theater, creating a lively and engaging atmosphere. The video concludes with a final shot of the stage, highlighting the students' dedication and the festive spirit of the event."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Do all the students shown playing clarinets have long dark hair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the vests worn by the students?",
+          "options": [
+            "A. Red",
+            "B. Blue",
+            "C. Black",
+            "D. White"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the red and white striped tie consistently visible on all students in view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the student in focus maintain the same hairstyle (long dark hair) throughout their appearance in the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Do all students consistently wear red and white striped ties throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:55:36.384613"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "Which clothing item is consistently described across all segments as having white buttons?",
+          "options": [
+            "A. White collared shirt",
+            "B. Dark blue vest",
+            "C. Red and white striped tie",
+            "D. Black clarinet case"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:55:36.384650"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Are the clarinets consistently described as black and silver across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:55:36.384665"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera zoom out progressively from close-up to wide shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:55:36.384683"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Is the large screen with Japanese text and illustrations visible in multiple segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:55:36.384698"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "What is displayed on the background screen?",
+          "options": [
+            "A. English subtitles",
+            "B. Japanese text and cartoon characters",
+            "C. Live audience feed",
+            "D. Musical score"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:55:36.384731"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168"
+  },
+  {
+    "task_id": "mem_openhumanvid_624afc154dfb1dd55409d8cec4cc3435f0a00bacb0dfd05fe151dac12b936f66",
+    "instance_id": "mem_openhumanvid_624afc154dfb1dd55409d8cec4cc3435f0a00bacb0dfd05fe151dac12b936f66",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_624afc154dfb1dd55409d8cec4cc3435f0a00bacb0dfd05fe151dac12b936f66.mp4",
+      "total_frames": 442,
+      "fps": 25.0,
+      "duration_sec": 17.68,
+      "reference_image_path": "inference_img/mem_openhumanvid_624afc154dfb1dd55409d8cec4cc3435f0a00bacb0dfd05fe151dac12b936f66_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In a dimly lit, traditional East Asian setting with wooden lattice windows and flickering candlelight, an elderly man and woman share an intimate moment. The man, with a long gray beard and hair tied back, wears a light-colored robe adorned with gold embroidery. The woman, with long gray braided hair, wears a dark black robe featuring intricate patterns and a headpiece with ornate golden decorations. They embrace closely, the woman resting her head on the man's shoulder as he gently holds her. The camera slowly pans around them, capturing their serene expressions and the subtle movements of their heads as they remain in this tender pose."
+        ],
+        "level_2": [
+          "The video opens with a close-up of an elderly couple in a traditional East Asian room, illuminated by soft candlelight. The man, distinguished by his long gray beard and hair tied back, wears a light-colored robe with gold embroidery. Beside him, the woman, with long gray braided hair, is dressed in a dark black robe with intricate patterns and a golden headpiece. They begin to embrace, the woman leaning into the man as he gently places his hand on her shoulder. The camera follows their movement, focusing on their faces as they close their eyes, sharing a moment of quiet connection.",
+          "As the scene continues, the couple remains locked in their embrace. The man's expression is calm and composed, while the woman appears to be in a state of peaceful contentment, her head resting against his shoulder. The background remains consistent, with wooden lattice windows allowing faint light to filter through, and the flickering candles casting a warm glow. The camera subtly shifts, maintaining focus on their faces and the gentle sway of their bodies as they stand together.",
+          "In the final part of the sequence, the man slightly turns his head, his gaze soft and reflective, while the woman keeps her eyes closed, her face relaxed. The camera pulls back slightly, revealing more of their surroundings, including the ornate details of the room and the steady flame of the candles. The couple remains in their embrace, their identities and positions consistent, as the scene concludes with a lingering shot of their serene interaction."
+        ],
+        "level_3": [
+          "The video begins with a close-up shot of an elderly couple in a dimly lit, traditional East Asian room. The man, with a long gray beard and hair tied back, wears a light-colored robe with gold embroidery. The woman, with long gray braided hair, is dressed in a dark black robe with intricate patterns and a golden headpiece. They are positioned near a wooden lattice window, with flickering candlelight illuminating their faces. The man gently places his hand on the woman's shoulder as she leans into him, their expressions conveying a sense of deep connection.",
+          "Continuing from the previous scene, the couple remains in their embrace. The woman rests her head on the man's shoulder, her eyes closed in a state of peaceful contentment. The man's expression is calm and composed, his gaze directed slightly downward. The camera slowly pans around them, capturing the subtle movements of their heads and the gentle sway of their bodies. The background remains consistent, with the wooden lattice window and the flickering candles providing a warm, ambient light.",
+          "As the scene progresses, the man slightly turns his head, his expression softening further as he looks at the woman. The woman keeps her eyes closed, her face relaxed and serene. The camera maintains its focus on their faces, highlighting the intricate details of their clothing and the ornate decorations on the woman's headpiece. The background elements, including the wooden lattice and the candles, remain unchanged, reinforcing the intimate and timeless atmosphere of the moment.",
+          "In the next segment, the couple continues to stand close together, their embrace unwavering. The man's hand remains gently placed on the woman's shoulder, and her head stays resting on his shoulder. The camera subtly shifts, capturing the slight changes in their facial expressions and the gentle movement of their hair. The warm candlelight continues to cast a soft glow on their faces, enhancing the sense of tranquility and intimacy.",
+          "Finally, the video concludes with a lingering shot of the couple in their embrace. The man's head is slightly turned, his expression reflecting a mix of serenity and contemplation. The woman keeps her eyes closed, her face relaxed and content. The camera slowly pulls back, revealing more of the room's details, including the ornate decorations and the steady flame of the candles. The scene ends with the couple still holding each other, their identities and positions consistent throughout, leaving a lasting impression of their tender connection."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "During the embrace, does the male individual maintain his long gray beard and tied-back hair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the headpiece worn by the female individual?",
+          "options": [
+            "A. Silver",
+            "B. Gold",
+            "C. Black",
+            "D. Red"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "After the embrace, does the female individual still have her long gray hair in a braid?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the female individual's dark black robe with intricate patterns remain visible throughout the interaction?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's long gray beard remain visible throughout all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737002"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Is the woman's face consistently recognizable as the same person across different camera views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737050"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the man’s light-colored robe with gold embroidery remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737094"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is the woman’s golden headpiece visible in all segments where her head is shown?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737102"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Is the woman’s golden headpiece present in every segment where her head is visible?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737132"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "Which element is critical for accessory permanence?",
+          "options": [
+            "A. The candle flame",
+            "B. The headpiece’s golden decoration",
+            "C. The wooden lattice",
+            "D. The camera path"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737145"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the headpiece reflect light consistently across all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737158"
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Are the gold embroidery details visible in both close-up and wide shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737165"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Do the intricate patterns on the woman’s robe remain clear when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737171"
+        },
+        {
+          "question_id": "14",
+          "type": "binary",
+          "question": "Is the texture of the wooden lattice windows preserved throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737189"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation around the couple?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737197"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Is the initial view of the couple replicated at the end of the sequence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737203"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Does the final shot match the opening shot in terms of framing and composition?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737220"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are the wooden lattice windows visible in both the beginning and end of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737227"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the background remain consistent when the camera returns to earlier views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737233"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Is the candlelight pattern consistent across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737250"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the camera zoom out in the final segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737257"
+        },
+        {
+          "question_id": "22",
+          "type": "binary",
+          "question": "Are the proportions of the couple and room consistent when zoomed out?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737263"
+        },
+        {
+          "question_id": "23",
+          "type": "multiple_choice",
+          "question": "Which issue indicates a failure in zoom & scale memory?",
+          "options": [
+            "A. Objects appearing smaller than expected",
+            "B. The couple moving closer together",
+            "C. The candles flickering",
+            "D. The camera panning"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737275"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_624afc154dfb1dd55409d8cec4cc3435f0a00bacb0dfd05fe151dac12b936f66"
+  },
+  {
+    "task_id": "mem_openhumanvid_852002d435de2eb08124f2db92b982743836a02733476284f3befcc4563f1a6c",
+    "instance_id": "mem_openhumanvid_852002d435de2eb08124f2db92b982743836a02733476284f3befcc4563f1a6c",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_852002d435de2eb08124f2db92b982743836a02733476284f3befcc4563f1a6c.mp4",
+      "total_frames": 498,
+      "fps": 25.0,
+      "duration_sec": 19.92,
+      "reference_image_path": "inference_img/mem_openhumanvid_852002d435de2eb08124f2db92b982743836a02733476284f3befcc4563f1a6c_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens in a workshop or office setting where a man with short black hair, wearing glasses with dark frames, a light blue short-sleeved button-up shirt, and black trousers stands near a desk covered with blueprints, a triangular ruler, and a green desk lamp. He appears to be observing the room before turning his body and walking across the space. As he moves, the camera follows him, revealing more of the room, which includes other individuals seated at wooden desks working on blueprints. The walls are adorned with large charts, diagrams, and Chinese calligraphy posters. The lighting is natural, coming from windows on the right side of the room, casting soft shadows."
+        ],
+        "level_2": [
+          "The video begins with the man standing near a cluttered desk filled with blueprints, a triangular ruler, and a green desk lamp. He is wearing a light blue short-sleeved shirt, black trousers, and glasses. He looks around the room, then turns and starts walking away from the desk. As he moves, the camera pans to follow him, showing more of the workshop environment. Other individuals are seated at wooden desks, focused on their work. The background features large charts and Chinese calligraphy posters on the walls.",
+          "Continuing from the previous scene, the man walks further into the room, passing by other workers who are seated at wooden desks, diligently working on blueprints under the light from large windows. The camera follows his movement, maintaining focus on him as he moves through the space. The room is well-lit, with natural light streaming in, highlighting the details of the workspace and the concentration of the workers.",
+          "Finally, the man continues walking towards the front of the room, where more individuals are seated at desks, working on blueprints. The camera captures his steady pace as he moves through the room, with the background remaining consistent, featuring wooden desks, large windows, and various charts and posters on the walls. Another man in a dark shirt briefly enters the frame, leaning over a desk to assist one of the workers."
+        ],
+        "level_3": [
+          "The video opens with a medium shot of the man standing near a desk filled with blueprints, a triangular ruler, and a green desk lamp. He is wearing a light blue short-sleeved shirt, black trousers, and glasses. He looks around the room, seemingly assessing the situation, before turning and beginning to walk away from the desk.",
+          "As the man walks away from the initial desk, the camera pans to follow his movement. He passes by other individuals seated at wooden desks, who are focused on their work. The room is decorated with large charts and Chinese calligraphy posters on the walls, and the natural light from the windows illuminates the space.",
+          "The man continues walking deeper into the room, moving past more workers who are seated at desks, engrossed in their tasks. The camera maintains a steady follow shot, capturing his progression through the workspace. The background remains consistent, with wooden desks, large windows, and various charts and posters visible.",
+          "The man approaches the front of the room, where additional workers are seated at desks, working on blueprints. The camera continues to follow him, keeping him centered in the frame. The natural light from the windows highlights the details of the workspace and the concentration of the workers.",
+          "Finally, the man reaches the front of the room, continuing his walk past more individuals who are seated at desks. Another man in a dark shirt briefly enters the frame, leaning over a desk to assist one of the workers. The camera captures this interaction as the man in the light blue shirt continues his steady pace through the room."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Is the man wearing glasses with dark frames throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What object is visible on the desk in front of the man at the beginning of the video?",
+          "options": [
+            "A. A green lamp",
+            "B. A triangular ruler",
+            "C. A cup of paintbrushes",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the man's facial expression remain neutral throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the camera move back along the same path after following the man?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:55:36.734481"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are background elements like charts and posters visible at multiple points in the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:55:36.734487"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_852002d435de2eb08124f2db92b982743836a02733476284f3befcc4563f1a6c"
+  },
+  {
+    "task_id": "mem_openhumanvid_e5642679730817cfe6c3e15a3c61975ccfa96da65b26bbdef38218edf68b504d",
+    "instance_id": "mem_openhumanvid_e5642679730817cfe6c3e15a3c61975ccfa96da65b26bbdef38218edf68b504d",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_e5642679730817cfe6c3e15a3c61975ccfa96da65b26bbdef38218edf68b504d.mp4",
+      "total_frames": 420,
+      "fps": 23.98,
+      "duration_sec": 17.52,
+      "reference_image_path": "inference_img/mem_openhumanvid_e5642679730817cfe6c3e15a3c61975ccfa96da65b26bbdef38218edf68b504d_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens with two men standing at the back of a silver pickup truck in an outdoor setting surrounded by green trees. The man on the left, with dark hair and a short beard, is wearing a light gray and dark gray horizontally striped polo shirt, dark pants, and a black belt. The man on the right, who has white/gray hair, is dressed in a blue and white checkered long-sleeve shirt, blue jeans, and a brown belt, and he is holding a pink object in his left hand. They turn to face each other, exchange a few words, and then shake hands. Following the handshake, they share a warm embrace before stepping back slightly, maintaining their positions near the truck. The camera remains steady throughout, focusing on their interaction."
+        ],
+        "level_2": [
+          "The video begins with two men standing at the back of a silver pickup truck, surrounded by lush green trees. The man on the left, with dark hair and a short beard, wears a light gray and dark gray striped polo shirt, dark pants, and a black belt. The man on the right, with white/gray hair, is dressed in a blue and white checkered long-sleeve shirt, blue jeans, and a brown belt, and holds a pink object in his left hand. They turn to face each other, engaging in a brief conversation while standing near the truck bed. The scene transitions as they shake hands, followed by a heartfelt embrace, showing a moment of camaraderie or reconciliation.",
+          "Continuing from the previous scene, the two men remain near the back of the silver pickup truck, still surrounded by greenery. After shaking hands, they share a warm embrace, indicating a strong bond or mutual respect. The man on the right, holding the pink object, leans into the hug, while the man on the left reciprocates the gesture. As they separate slightly, they maintain eye contact, suggesting a meaningful connection. The background remains consistent, with the truck and trees framing their interaction.",
+          "Finally, the two men step back from their embrace, still standing near the rear of the silver pickup truck. The man on the left, with dark hair and a striped polo shirt, turns slightly toward the camera, while the man on the right, in the checkered shirt, holds onto the pink object. They appear to be concluding their interaction, possibly exchanging a few more words or nods. The camera remains focused on them, capturing the emotional weight of their farewell as they stand apart but still connected by the shared moment."
+        ],
+        "level_3": [
+          "The video opens with two men positioned at the back of a silver pickup truck, set against a backdrop of green trees. The man on the left, sporting dark hair and a short beard, is dressed in a light gray and dark gray horizontally striped polo shirt, dark pants, and a black belt. The man on the right, with white/gray hair, wears a blue and white checkered long-sleeve shirt, blue jeans, and a brown belt, and holds a pink object in his left hand. Both men are initially facing away from the camera, then turn to face each other, beginning a conversation.",
+          "As the scene progresses, the two men continue their interaction near the truck. The man on the left places his hand on his hip while listening to the other man speak. The man on the right gestures slightly with his free hand, emphasizing his words. Their body language suggests a friendly and relaxed exchange, with both men smiling and nodding occasionally.",
+          "The interaction evolves as the two men shake hands, symbolizing agreement or friendship. Following the handshake, they share a warm embrace, indicating a deeper emotional connection. The man on the right, still holding the pink object, leans into the hug, while the man on the left reciprocates the gesture, showing mutual respect and affection.",
+          "After the embrace, the two men step back slightly, maintaining their positions near the truck. The man on the left turns slightly toward the camera, while the man on the right continues to hold the pink object. They appear to be concluding their interaction, possibly exchanging a few more words or nods, signifying the end of their meeting.",
+          "Finally, the two men stand apart but still connected by the shared moment. The man on the left looks at the camera briefly, while the man on the right maintains his stance near the truck. The background remains consistent, with the silver pickup truck and green trees framing their interaction, capturing the emotional weight of their farewell."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Is the pink object still visible in Man 2's hand after the embrace?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of pants is Man 1 wearing?",
+          "options": [
+            "A. Khakis",
+            "B. Black jeans",
+            "C. Dark dress pants",
+            "D. Cargo shorts"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does Man 2's white/gray hair appear unchanged after the physical interaction?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the man on the right continue to hold the pink object throughout the entire interaction?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393109"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What happens to the pink object during the handshake and embrace?",
+          "options": [
+            "A. It is dropped",
+            "B. It is passed to the other man",
+            "C. It remains in the left hand of the man on the right",
+            "D. It disappears"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393159"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Is the pink object visible in both Segment 1 and Segment 5?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393172"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the pink object's role in the scene?",
+          "options": [
+            "A. A prop that changes color",
+            "B. An accessory that is forgotten",
+            "C. A consistent item held throughout",
+            "D. A symbolic item that is discarded"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393180"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the pink object maintain its identity when the man on the right leans into the hug?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393187"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Are the horizontal stripes on the man’s polo shirt clearly visible in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393202"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Do the two men maintain distinct identities throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393237"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the man on the right retain his white/gray hair in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393249"
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Is there any indication that the two men switch positions during the interaction?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393261"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the man on the left wear the same striped polo shirt in every segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393268"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "What happens to the man on the right’s blue jeans during the embrace?",
+          "options": [
+            "A. They become darker",
+            "B. They remain unchanged",
+            "C. They are replaced with shorts",
+            "D. They disappear"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393274"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Is the black belt worn by the man on the left still visible after the handshake?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393281"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Does the man on the right keep the pink object throughout the entire interaction?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393302"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "What happens to the pink object during the embrace?",
+          "options": [
+            "A. It is dropped",
+            "B. It is hidden behind the back",
+            "C. It remains in the left hand",
+            "D. It is handed over"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393308"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Is the pink object described as being moved or altered during the handshake?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393314"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "Which accessory must remain unchanged to maintain consistency?",
+          "options": [
+            "A. The man’s belt",
+            "B. The pink object",
+            "C. The truck’s wheels",
+            "D. The tree leaves"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393320"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Does the background of green trees remain consistent across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393335"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Is the silver pickup truck visible in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393347"
+        },
+        {
+          "question_id": "22",
+          "type": "binary",
+          "question": "Does the background shift or distort when the men step back?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393359"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the prompt mention any zoom or scale change in the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393366"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "Which aspect of camera motion is relevant for memory consistency?",
+          "options": [
+            "A. Vertical tilt",
+            "B. Horizontal pan",
+            "C. Zoom & scale",
+            "D. Mirror reflection"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393384"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Must the camera return to the initial scale after any zoom?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393390"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_e5642679730817cfe6c3e15a3c61975ccfa96da65b26bbdef38218edf68b504d"
+  },
+  {
+    "task_id": "mem_openhumanvid_04d78dbd04b80da31ab5534936f52686a7ffa2af9997c7999496ef4aae1dbf41",
+    "instance_id": "mem_openhumanvid_04d78dbd04b80da31ab5534936f52686a7ffa2af9997c7999496ef4aae1dbf41",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_04d78dbd04b80da31ab5534936f52686a7ffa2af9997c7999496ef4aae1dbf41.mp4",
+      "total_frames": 437,
+      "fps": 25.0,
+      "duration_sec": 17.48,
+      "reference_image_path": "inference_img/mem_openhumanvid_04d78dbd04b80da31ab5534936f52686a7ffa2af9997c7999496ef4aae1dbf41_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A man and a woman walk down a narrow, overgrown alleyway with rough stone walls. The man, wearing a white and pink jacket, black pants, glasses, and a black backpack, leads the way while the woman, dressed in a black leather jacket over a blue top, black pants, and with her hair in a ponytail, follows closely behind. As they move forward, the man turns around to face the woman, and they engage in a conversation, both looking at each other attentively. The alley is dimly lit, with sunlight filtering through the foliage above, casting dappled shadows on the ground."
+        ],
+        "level_2": [
+          "The video begins with a man and a woman walking down a narrow, overgrown alleyway. The man, wearing a white and pink jacket, black pants, glasses, and a black backpack, walks ahead while the woman, dressed in a black leather jacket over a blue top, black pants, and with her hair in a ponytail, follows behind. The alley is flanked by rough stone walls with vines and plants growing along them, and sunlight filters through the foliage above. As they continue walking, the man turns around to face the woman, and they begin to converse, both looking at each other.",
+          "Continuing from the previous scene, the man and woman are now standing in the alleyway, facing each other. The man, still wearing his white and pink jacket, black pants, glasses, and backpack, gestures slightly as he speaks. The woman, in her black leather jacket, blue top, and black pants, listens attentively, occasionally nodding. The background remains consistent, with the rough stone walls and overgrown vegetation framing the scene. The lighting continues to be dim, with dappled sunlight illuminating parts of the alley.",
+          "Finally, the man and woman remain engaged in their conversation in the alleyway. The man, with his white and pink jacket, black pants, glasses, and backpack, continues to speak, his expression serious. The woman, in her black leather jacket, blue top, and black pants, responds, her posture relaxed but attentive. The rough stone walls and overgrown vegetation are still visible in the background, and the dappled sunlight continues to filter through the foliage above, maintaining the atmospheric setting of the scene."
+        ],
+        "level_3": [
+          "The video opens with a man and a woman walking down a narrow, overgrown alleyway. The man, wearing a white and pink jacket, black pants, glasses, and a black backpack, leads the way, while the woman, dressed in a black leather jacket over a blue top, black pants, and with her hair in a ponytail, follows closely behind. The alley is flanked by rough stone walls with vines and plants growing along them, and sunlight filters through the foliage above, casting dappled shadows on the ground.",
+          "As they continue walking, the man turns around to face the woman, who has stopped beside him. Both individuals are now standing in the alleyway, facing each other. The man, still wearing his white and pink jacket, black pants, glasses, and backpack, begins to speak, gesturing slightly with his hands. The woman, in her black leather jacket, blue top, and black pants, listens attentively, her posture relaxed but focused.",
+          "The conversation between the man and woman continues as they stand in the alleyway. The man, with his white and pink jacket, black pants, glasses, and backpack, maintains eye contact with the woman, his expression serious as he speaks. The woman, in her black leather jacket, blue top, and black pants, nods occasionally, indicating her engagement in the conversation. The rough stone walls and overgrown vegetation remain prominent in the background, with dappled sunlight continuing to illuminate the scene.",
+          "The man and woman remain in the same position, deeply engrossed in their conversation. The man, still wearing his white and pink jacket, black pants, glasses, and backpack, continues to speak, his tone suggesting a serious discussion. The woman, in her black leather jacket, blue top, and black pants, responds, her body language indicating attentiveness and interest. The alleyway's rough stone walls and overgrown vegetation provide a consistent backdrop, with sunlight filtering through the foliage above.",
+          "In the final moments of the video, the man and woman are still standing in the alleyway, engaged in their conversation. The man, with his white and pink jacket, black pants, glasses, and backpack, appears to be concluding his point, while the woman, in her black leather jacket, blue top, and black pants, listens intently. The rough stone walls and overgrown vegetation remain unchanged, and the dappled sunlight continues to cast shadows on the ground, maintaining the atmospheric setting of the scene."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When the man turns back to face the woman after walking away, does he still have glasses on?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main part of the man's jacket?",
+          "options": [
+            "A. Pink",
+            "B. White",
+            "C. Black",
+            "D. Blue"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the man's jacket maintain the same color pattern (white with pink accents) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the woman's identity consistent across all five segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461503"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are both characters consistently present from Segment 1 to Segment 5?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461518"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "What is the primary risk for identity persistence in this video?",
+          "options": [
+            "A. Character fusion due to similar clothing",
+            "B. Loss of identity during conversation transitions",
+            "C. Introduction of a third character",
+            "D. Sudden disappearance of one character"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461525"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the man’s white and pink jacket remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461536"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the woman’s hair remain in a ponytail in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461553"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What is the most likely inconsistency risk regarding apparel?",
+          "options": [
+            "A. The man loses his backpack",
+            "B. The woman changes her top color",
+            "C. The man’s jacket becomes gray",
+            "D. The woman’s pants turn white"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461559"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the man’s black backpack remain visible in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461567"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Are the man’s glasses present in every segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461574"
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Does the alleyway maintain its narrow, overgrown appearance throughout?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461601"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the background remain unchanged from Segment 1 to Segment 5?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461636"
+        },
+        {
+          "question_id": "14",
+          "type": "binary",
+          "question": "Are the stone walls and vines present in every segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461642"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Is the dappled sunlight consistently described in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461655"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Do the characters ever block the view of the background?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461669"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Must the stone walls look the same after being occluded?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461686"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "Which scenario would violate occlusion reveal memory?",
+          "options": [
+            "A. Wall texture changes upon re-emergence",
+            "B. Vegetation grows more dense",
+            "C. Sunlight pattern shifts",
+            "D. All of the above"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461692"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_04d78dbd04b80da31ab5534936f52686a7ffa2af9997c7999496ef4aae1dbf41"
+  },
+  {
+    "task_id": "mem_openhumanvid_6b9b1a8e216fab48de8cd19e4dc64623938d6ba960de15aa358d749b58cf4ad1",
+    "instance_id": "mem_openhumanvid_6b9b1a8e216fab48de8cd19e4dc64623938d6ba960de15aa358d749b58cf4ad1",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_6b9b1a8e216fab48de8cd19e4dc64623938d6ba960de15aa358d749b58cf4ad1.mp4",
+      "total_frames": 501,
+      "fps": 25.0,
+      "duration_sec": 20.04,
+      "reference_image_path": "inference_img/mem_openhumanvid_6b9b1a8e216fab48de8cd19e4dc64623938d6ba960de15aa358d749b58cf4ad1_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In a dimly lit, vintage-style room adorned with framed artwork and traditional decor, a woman with dark brown hair pulled back sits at a wooden table across from a man. The woman wears a white short-sleeved blouse with small black dot patterns and blue patterned long sleeves underneath, accessorized with a watch on her left wrist. She speaks earnestly, gesturing with her hands as she engages in a conversation with the man, who listens intently while resting his arms on the table. A white teapot sits between them, and the background features a bed with floral bedding, a side table with a lamp, and shelves displaying various household items. The camera slowly pulls back to reveal more of the room's ambiance."
+        ],
+        "level_2": [
+          "The video opens with a close-up of the woman, highlighting her dark brown hair pulled back and her white blouse with black dot patterns and blue patterned sleeves. She begins speaking, her expression serious, as the man opposite her listens attentively. The camera gradually zooms out, revealing the man wearing a light-colored shirt, seated with his arms crossed on the wooden table. The setting is a cozy, vintage room with floral wallpaper, framed pictures, and a bed in the background. As the conversation continues, the woman gestures with her hands while the man maintains eye contact, occasionally responding.",
+          "The scene transitions to a medium shot of both individuals seated at the wooden table. The woman, still wearing her distinctive blouse and watch, continues to speak animatedly, using hand gestures for emphasis. The man, dressed in a light-colored shirt, listens closely, his posture relaxed but attentive. The background remains consistent, showcasing the room's vintage charm with its floral bedding, side table lamp, and shelves filled with decorative items. The camera angle shifts slightly to capture their interaction more fully.",
+          "In the final segment, the woman picks up a glass of water and takes a sip while continuing the conversation. The man responds, his expression reflecting engagement in the dialogue. The camera focuses on their faces, capturing the nuances of their interaction. The room's details, including the white teapot on the table and the framed artwork on the walls, remain visible, maintaining the spatial consistency of the setting."
+        ],
+        "level_3": [
+          "The video begins with a close-up of the woman, her dark brown hair neatly pulled back and her white blouse with black dot patterns and blue patterned sleeves clearly visible. She appears to be speaking, her expression conveying a sense of earnestness. The man, partially visible on the left, is seated across from her, listening intently. The background hints at a vintage room with dark curtains and a shelf holding various items.",
+          "As the camera slowly zooms out, the full view of the man becomes apparent. He is wearing a light-colored shirt and has his arms crossed on the wooden table. The woman continues to speak, gesturing with her hands to emphasize her points. The room's details become more evident, including a bed with floral bedding, a side table with a lamp, and shelves displaying decorative objects. The interaction between the two remains the focal point, with the woman leading the conversation.",
+          "The camera angle shifts slightly, providing a clearer view of the woman's face and upper body. She continues to engage in the conversation, her expressions and gestures indicating her involvement. The man listens attentively, occasionally nodding or responding. The background remains consistent, with the floral wallpaper, framed pictures, and vintage decor contributing to the room's ambiance.",
+          "The woman picks up a glass of water from the table and takes a sip, her actions adding a natural rhythm to the conversation. The man responds, his expression reflecting his engagement in the dialogue. The camera captures their interaction from a slightly different angle, emphasizing their facial expressions and the dynamics of their conversation. The room's details, including the white teapot on the table and the framed artwork on the walls, remain visible.",
+          "Finally, the woman places the glass back on the table, her hands clasped together as she continues to speak. The man listens, his posture relaxed but attentive. The camera maintains a steady focus on their interaction, capturing the nuances of their conversation. The room's vintage charm, with its floral bedding, side table lamp, and shelves filled with decorative items, provides a consistent backdrop throughout the scene."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's blouse maintain its white color with black dot patterns throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What accessory is visible on the woman's left wrist?",
+          "options": [
+            "A. A ring",
+            "B. A bracelet",
+            "C. A watch",
+            "D. A necklace"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the woman wear a white blouse with black dots throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124734"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Are the blue patterned sleeves visible in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124782"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "Which garment is worn underneath the white blouse?",
+          "options": [
+            "A. A plain blue shirt",
+            "B. Blue patterned long sleeves",
+            "C. A gray sweater",
+            "D. A red scarf"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124789"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the woman’s clothing change during the conversation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124796"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the woman wear a watch on her left wrist?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124807"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "On which wrist does the woman wear her watch?",
+          "options": [
+            "A. Right wrist",
+            "B. Left wrist",
+            "C. Both wrists",
+            "D. Neither wrist"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124814"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Is the watch visible in Segment 4?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124820"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the watch appear in every segment where the woman’s hand is visible?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124833"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Is there a white teapot on the table?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124841"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "What object is placed between the woman and the man at the beginning?",
+          "options": [
+            "A. A book",
+            "B. A white teapot",
+            "C. A vase",
+            "D. A cup of coffee"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124848"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the teapot remain on the table throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124854"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "When is the teapot first mentioned?",
+          "options": [
+            "A. Segment 1",
+            "B. Segment 2",
+            "C. In the Level 1 prompt",
+            "D. Segment 4"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124861"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Is the teapot visible in Segment 5?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124866"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "Which of the following textures must be preserved across camera angles?",
+          "options": [
+            "A. The floral bedding",
+            "B. The wooden table",
+            "C. The lampshade",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124892"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Does the camera zoom out in Segment 1?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124906"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "What happens to the camera in Segment 1?",
+          "options": [
+            "A. It pans left",
+            "B. It zooms out",
+            "C. It tilts upward",
+            "D. It rotates 360 degrees"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124912"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Is the camera movement consistent with a gradual zoom?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124918"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "Which segment shows the most significant camera movement?",
+          "options": [
+            "A. Segment 1",
+            "B. Segment 2",
+            "C. Segment 3",
+            "D. Segment 4"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124924"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the camera return to a similar scale after zooming out?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124930"
+        },
+        {
+          "question_id": "22",
+          "type": "binary",
+          "question": "Does the background include a bed with floral bedding?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124939"
+        },
+        {
+          "question_id": "23",
+          "type": "multiple_choice",
+          "question": "Which background element appears in all segments?",
+          "options": [
+            "A. A painting",
+            "B. A lamp",
+            "C. Floral bedding",
+            "D. A mirror"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124944"
+        },
+        {
+          "question_id": "24",
+          "type": "binary",
+          "question": "Is the side table with a lamp visible in Segment 4?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124950"
+        },
+        {
+          "question_id": "25",
+          "type": "multiple_choice",
+          "question": "What happens to the background when the camera shifts?",
+          "options": [
+            "A. It changes randomly",
+            "B. It remains consistent",
+            "C. It fades out",
+            "D. It reflects the characters"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124957"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the floral wallpaper remain visible in all wide shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124963"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "What happens to the man’s visibility in Segment 2?",
+          "options": [
+            "A. He disappears",
+            "B. He becomes fully visible",
+            "C. He turns away",
+            "D. He stands up"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124977"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Are background items like the shelves revealed after being occluded?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124983"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "Which background element is revealed as the camera zooms out?",
+          "options": [
+            "A. The bed",
+            "B. The lamp",
+            "C. The shelves",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124989"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Does the room’s layout remain unchanged when occluded areas are revealed?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124995"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_6b9b1a8e216fab48de8cd19e4dc64623938d6ba960de15aa358d749b58cf4ad1"
+  },
+  {
+    "task_id": "mem_openhumanvid_d7ec31e6ab235b2d6efcc5342395ff3195a4a0e059021112a46d19491ef0e529",
+    "instance_id": "mem_openhumanvid_d7ec31e6ab235b2d6efcc5342395ff3195a4a0e059021112a46d19491ef0e529",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_d7ec31e6ab235b2d6efcc5342395ff3195a4a0e059021112a46d19491ef0e529.mp4",
+      "total_frames": 412,
+      "fps": 25.0,
+      "duration_sec": 16.48,
+      "reference_image_path": "inference_img/mem_openhumanvid_d7ec31e6ab235b2d6efcc5342395ff3195a4a0e059021112a46d19491ef0e529_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In a dimly lit office environment with a cool blue tone, a woman with short brown hair and a man in a black jacket stand facing each other. The woman is dressed in a formal black suit with a white shirt, while the man wears a dark jacket over a collared shirt, both with lanyards around their necks. They appear to be engaged in a serious conversation, with subtle shifts in their facial expressions and body language. As the scene progresses, the man reaches into his pocket and pulls out a disposable coffee cup, which he holds while continuing the discussion."
+        ],
+        "level_2": [
+          "The scene opens with the woman and man standing close to each other in a modern office setting. The woman, with her short brown hair neatly styled, maintains a composed demeanor, occasionally turning her head slightly as she speaks. The man, with his short dark hair and serious expression, listens intently, his posture steady. In the background, a screen displays a logo, adding to the professional atmosphere. The lighting remains consistent, casting soft shadows on their faces.",
+          "As the conversation continues, the woman's expression becomes more animated, suggesting she is making an important point. The man nods subtly, indicating his engagement in the dialogue. The camera remains focused on their upper bodies, capturing the nuances of their interaction. The office environment remains unchanged, with the blue-toned lighting enhancing the sense of formality.",
+          "The man reaches into his jacket pocket and retrieves a disposable coffee cup, holding it in his hand. He brings it up slightly, perhaps to emphasize a point or take a sip. The woman watches him briefly before returning her gaze to his face, her expression thoughtful. The overall mood remains serious, with the addition of the coffee cup introducing a small element of casualness to the otherwise formal setting."
+        ],
+        "level_3": [
+          "The video begins with the woman and man standing in a dimly lit office, both dressed in formal attire. The woman, with her short brown hair, is wearing a black suit and white shirt, while the man is in a black jacket over a collared shirt. They are positioned close to each other, facing one another, with the woman slightly turned towards the man. The background features a screen displaying a logo, and the cool blue lighting sets a professional tone. Their body language suggests they are engaged in a serious conversation.",
+          "As the conversation progresses, the woman's facial expressions become more animated, indicating she is actively speaking. She turns her head slightly, emphasizing her points, while the man listens attentively, nodding occasionally. The camera remains steady, focusing on their upper bodies and capturing the subtle shifts in their expressions. The office environment remains consistent, with the blue lighting and background screen providing a stable backdrop.",
+          "The man reaches into his jacket pocket and pulls out a disposable coffee cup, holding it in his hand. He brings it up slightly, possibly to make a point or take a sip. The woman observes him for a moment before refocusing on his face, her expression thoughtful. The overall atmosphere remains serious, but the introduction of the coffee cup adds a touch of casualness to the scene. The camera angle stays the same, maintaining the focus on their interaction.",
+          "The man continues to hold the coffee cup, occasionally shifting his grip as he speaks. The woman listens intently, her head slightly tilted, indicating her engagement in the conversation. The background remains unchanged, with the blue-toned lighting and the screen displaying the logo. The camera captures the subtle movements of their hands and faces, emphasizing the ongoing dialogue.",
+          "In the final moments, the man takes a sip from the coffee cup, his expression remaining serious. The woman nods slightly, acknowledging his words. The scene concludes with both individuals still engaged in their conversation, the office environment and lighting providing a consistent and professional setting. The camera remains focused on their upper bodies, capturing the final exchanges of their dialogue."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's facial appearance remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the man's hairstyle consistent across all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Do both individuals maintain the same body posture throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Are there any noticeable changes in the woman's facial expression that suggest a change in identity?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's clothing appear consistent in terms of color and style?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "openhumanvid_full_regen",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_d7ec31e6ab235b2d6efcc5342395ff3195a4a0e059021112a46d19491ef0e529"
+  },
+  {
+    "task_id": "mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1",
+    "instance_id": "mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1.mp4",
+      "total_frames": 510,
+      "fps": 29.97,
+      "duration_sec": 17.02,
+      "reference_image_path": "inference_img/mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video features a close-up shot of a woman with shoulder-length wavy brown hair and light-colored eyes (possibly green or hazel). She is wearing subtle natural makeup with a hint of eye shadow and a light-colored top, possibly white or off-white. Her expression transitions from a gentle smile to a more thoughtful look as she appears to be speaking or reacting to something. The background is softly lit and neutral, with a warm, dim ambiance that keeps the focus on her face. There are no accessories visible, and the camera remains steady throughout, maintaining a tight framing on her upper face and shoulders."
+        ],
+        "level_2": [
+          "The video opens with a close-up of the woman, highlighting her shoulder-length wavy brown hair and light-colored eyes. She begins with a soft, genuine smile, looking slightly upward as if engaged in a pleasant conversation. As the scene progresses, her expression shifts subtly, becoming more contemplative and focused, suggesting she is listening or thinking deeply. The lighting remains warm and consistent, casting a gentle glow on her face, while the background stays out of focus, ensuring all attention is on her facial expressions and subtle movements.",
+          "Continuing from the previous scene, the woman maintains her thoughtful demeanor. Her eyes remain expressive, shifting slightly as if processing information or responding to an unseen interlocutor. Her mouth moves gently, indicating she is speaking softly or articulating her thoughts. The warm, dim lighting continues to highlight her features, and the background remains unchanged, preserving the intimate and focused atmosphere of the shot.",
+          "In the final portion of the video, the woman's expression softens again into a gentle smile, mirroring her initial reaction. Her eyes convey a sense of warmth and connection, suggesting a positive or reflective conclusion to her interaction. The camera remains fixed, capturing the continuity of her appearance and the consistency of the lighting and background, reinforcing the emotional arc of the scene."
+        ],
+        "level_3": [
+          "The video begins with a close-up of the woman, showcasing her shoulder-length wavy brown hair and light-colored eyes. She starts with a warm, inviting smile, looking slightly upward as if engaged in a pleasant conversation. The soft, warm lighting highlights her natural makeup and the subtle texture of her hair, while the neutral background ensures the focus remains on her face.",
+          "As the scene progresses, the woman's expression shifts to a more contemplative look. Her eyes narrow slightly, and her lips move gently, indicating she is listening intently or reflecting on what is being said. The warm lighting continues to cast a soft glow on her face, emphasizing the subtle changes in her expression.",
+          "Her thoughtful demeanor persists as her eyes shift slightly, conveying a sense of engagement and attentiveness. The lighting remains consistent, maintaining the intimate and focused atmosphere of the shot. The background stays out of focus, ensuring all attention is on her facial expressions and subtle movements.",
+          "The woman's expression softens once more, transitioning into a gentle smile. Her eyes convey warmth and connection, suggesting a positive or reflective conclusion to her interaction. The camera remains steady, capturing the continuity of her appearance and the consistent lighting and background.",
+          "Finally, the woman maintains her gentle smile, her eyes reflecting a sense of contentment and satisfaction. The warm, dim lighting continues to highlight her features, and the background remains unchanged, preserving the intimate and focused atmosphere of the entire video."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hair appear consistently styled throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the woman's eyes?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. Brown",
+            "D. Hazel"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is there any noticeable change in the woman's facial expression from smiling to neutral across the frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary lighting condition affecting the woman's face?",
+          "options": [
+            "A. Direct frontal light",
+            "B. Soft side light from the right",
+            "C. Harsh overhead light",
+            "D. Dim and shadowy"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman maintain consistent eye contact with the camera throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the woman’s facial identity remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:28.113155"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Is the woman wearing the same light-colored top throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:28.113202"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What type of clothing is the woman wearing, and does it change?",
+          "options": [
+            "A. A dark top that changes color in later segments",
+            "B. A light-colored top that remains unchanged",
+            "C. No clothing visible",
+            "D. A patterned top introduced in Segment 3"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:28.113209"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Are any accessories visible on the woman at any point in the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:28.113217"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the background remain consistent across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:28.113233"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the mirror reflection show the woman's shoulder-length wavy brown hair and light-colored eyes when she is facing the mirror?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt describes the woman’s appearance in detail, including her hair and eye color. If a mirror is present, it should reflect these features accurately.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:01.630985"
+          }
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "If a mirror is visible in the scene, what should be reflected in it during Segment 1?",
+          "options": [
+            "A. The woman's back and the neutral background",
+            "B. The woman's face with a gentle smile and warm lighting",
+            "C. A blurred image of the camera operator",
+            "D. A completely dark reflection"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "In Segment 1, the woman is shown with a soft smile and warm lighting. A mirror would reflect her facial expression and the lighting conditions as described.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:01.631045"
+          }
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the reflection in the mirror include the subtle natural makeup and light-colored top worn by the woman?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt specifies the woman’s makeup and clothing. A mirror should reflect these details consistently with the actual environment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:01.631055"
+          }
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "When the woman turns slightly to the side in Segment 2, what should the mirror reflect?",
+          "options": [
+            "A. Her profile view with the same warm lighting",
+            "B. Only her hair and no facial features",
+            "C. The entire room behind her",
+            "D. A distorted version of her front-facing image"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "A mirror reflects the angle at which the subject is viewed. Turning to the side should result in a profile reflection consistent with the lighting and framing described.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:01.631063"
+          }
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Is the reflection in the mirror expected to show the same neutral, softly lit background as seen behind the woman?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The background is described as softly lit and neutral throughout. A mirror reflecting the scene should include this background, maintaining spatial consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:01.631069"
+          }
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "If the mirror appears in Segment 1 and then reappears in Segment 4, does it reflect the same facial expression (gentle smile) as in the beginning?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Segment 1 begins with a gentle smile, and Segment 4 returns to that expression. Temporal consistency requires the mirror to reflect the same emotional state when the scene repeats.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:01.631079"
+          }
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Does the mirror reflection update when the woman transitions from a thoughtful look to a gentle smile in Segment 4?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The transition in expression is explicitly described. The reflection must change accordingly to maintain temporal consistency across time segments.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:01.631099"
+          }
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "If the mirror is visible in both Segment 1 and Segment 5, how should its reflection compare?",
+          "options": [
+            "A. Both reflections show the same gentle smile",
+            "B. Segment 1 shows a smile, Segment 5 shows a more content expression",
+            "C. Segment 5 shows a darker reflection due to dimmer lighting",
+            "D. The reflection is absent in Segment 5"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Both Segment 1 and Segment 5 describe a gentle smile. If the mirror is present in both, the reflection should be consistent with the facial expression at each point in time.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:01.631106"
+          }
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "If the mirror reflects the woman’s face in Segment 2, and then the lighting subtly shifts in Segment 3, does the reflection also reflect this lighting change?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt mentions consistent warm lighting, but any subtle shift should be mirrored in the reflection to preserve temporal fidelity.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:01.631113"
+          }
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "If the camera were to pan slightly to the left, how should the mirror reflection change?",
+          "options": [
+            "A. It should show a wider view of the background",
+            "B. It should reflect the woman’s face from a new angle",
+            "C. It should remain unchanged",
+            "D. It should show the opposite side of the room"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Changing the camera viewpoint alters the angle of reflection. A mirror would show the woman’s face from a shifted perspective, consistent with the new camera position.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:01.631126"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1"
+  },
+  {
+    "task_id": "mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06",
+    "instance_id": "mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06.mp4",
+      "total_frames": 442,
+      "fps": 23.98,
+      "duration_sec": 18.44,
+      "reference_image_path": "inference_img/mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens with two astronauts in white, bulky space suits adorned with red and blue stripes on the arms, American flag patches on the right arm and left shoulder, and mission patches on the left chest area. They are floating outside a spacecraft against the backdrop of the blackness of space, dotted with stars. The astronauts, wearing clear helmet visors that reveal their faces and black gloves with textured grips, begin by maneuvering around the exterior of the spacecraft. As they move, the camera follows them closely, capturing their detailed suits and the intricate machinery of the spacecraft. The scene transitions to show Earth in the background, with its blue oceans and white clouds visible, as the astronauts continue their work on the spacecraft's exterior panels and equipment."
+        ],
+        "level_2": [
+          "The video begins with a close-up view of two astronauts in white space suits, featuring red and blue stripes on the arms, American flag patches on the right arm and left shoulder, and mission patches on the left chest area. They are seen floating in the vastness of space, with the dark expanse and stars surrounding them. The astronauts, wearing clear helmet visors and black gloves, start by moving along the exterior of a spacecraft, inspecting and handling various components. The camera smoothly follows their movements, maintaining focus on their detailed suits and the complex machinery they interact with. As they progress, the backdrop shifts to reveal the stunning view of Earth, with its blue oceans and white clouds, providing a dramatic contrast to the blackness of space.",
+          "Continuing from the previous scene, the astronauts are now shown working on specific sections of the spacecraft's exterior. The camera angle shifts slightly, offering a clearer view of the intricate details of the spacecraft's panels and equipment. The astronauts, still in their white suits with distinctive markings, are seen using tools and manipulating components, their movements precise and deliberate. The Earth remains visible in the background, its vibrant colors and cloud patterns adding depth to the scene. The camera maintains a steady follow, ensuring that the astronauts' actions and the spacecraft's features are captured in detail.",
+          "Finally, the video shows the astronauts continuing their tasks on the spacecraft's exterior, with the camera providing a dynamic perspective that highlights their interactions with the machinery. The astronauts, still wearing their white suits with red and blue stripes, American flag patches, and mission patches, are seen working in tandem, their movements synchronized. The Earth's blue oceans and white clouds remain a constant backdrop, emphasizing the vastness of space. The camera captures the astronauts from various angles, ensuring that their detailed suits and the spacecraft's complex structure are consistently visible, maintaining spatial and visual continuity throughout the sequence."
+        ],
+        "level_3": [
+          "The video opens with a close-up shot of two astronauts in white space suits, featuring red and blue stripes on the arms, American flag patches on the right arm and left shoulder, and mission patches on the left chest area. They are floating in the vastness of space, surrounded by the blackness of the cosmos and scattered stars. The astronauts, wearing clear helmet visors and black gloves, begin by moving along the exterior of a spacecraft, their movements deliberate and focused. The camera follows them closely, capturing the intricate details of their suits and the complex machinery they interact with.",
+          "As the astronauts continue their work, the camera angle shifts slightly, providing a clearer view of the spacecraft's exterior panels and equipment. The astronauts, still in their white suits with distinctive markings, are seen using tools and manipulating components, their actions precise and methodical. The Earth begins to come into view in the background, its blue oceans and white clouds adding a vibrant contrast to the dark expanse of space. The camera maintains a steady follow, ensuring that the astronauts' detailed suits and the spacecraft's features are captured in detail.",
+          "The astronauts then move to a different section of the spacecraft, where they continue their meticulous work on the exterior panels. The camera provides a dynamic perspective, highlighting their interactions with the machinery and the intricate details of the spacecraft's structure. The Earth remains visible in the background, its vibrant colors and cloud patterns adding depth to the scene. The astronauts, still wearing their white suits with red and blue stripes, American flag patches, and mission patches, are seen working in tandem, their movements synchronized and purposeful.",
+          "As the sequence progresses, the camera captures the astronauts from various angles, ensuring that their detailed suits and the spacecraft's complex structure are consistently visible. The Earth's blue oceans and white clouds remain a constant backdrop, emphasizing the vastness of space and the astronauts' isolation. The astronauts continue their tasks with precision, their movements deliberate and focused, as they navigate the intricate machinery of the spacecraft.",
+          "Finally, the video concludes with the astronauts still engaged in their work on the spacecraft's exterior. The camera provides a final, sweeping view of their detailed suits and the complex machinery they interact with, with the Earth's vibrant colors and cloud patterns serving as a stunning backdrop. The astronauts' movements are captured in detail, ensuring that their identity and spatial consistency are maintained throughout the sequence, leaving a lasting impression of their dedication and skill in the vast expanse of space."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the American flag patch on the astronaut's right arm remain visible and unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Do the life support packs on the astronauts' backs appear identical in design and size across all shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Do the astronauts' space suits maintain the same red and blue stripes on the arms throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:38.911589"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Where are the American flag patches located on the astronauts' suits?",
+          "options": [
+            "A. Right arm and left shoulder",
+            "B. Left arm and right shoulder",
+            "C. Both arms",
+            "D. Chest area"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:38.911626"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are the two astronauts distinguishable from each other throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:38.911638"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "What ensures the astronauts' identity persists across different camera angles?",
+          "options": [
+            "A. Their helmet visors reveal their faces",
+            "B. Their suits have identical designs",
+            "C. They wear masks",
+            "D. Only one astronaut is shown"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:38.911645"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the spacecraft's machinery retain its detailed texture when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:38.911653"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "Which aspect of the spacecraft must remain consistent during camera movement?",
+          "options": [
+            "A. Color of the stars",
+            "B. Texture of the panels",
+            "C. Shape of Earth",
+            "D. Size of the astronauts"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:38.911659"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does Earth remain consistently visible in the background across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:38.911668"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "What happens to Earth’s appearance when the camera returns to a prior view?",
+          "options": [
+            "A. It changes color",
+            "B. It remains the same",
+            "C. It disappears",
+            "D. It rotates unnaturally"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:38.911674"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06"
+  },
+  {
+    "task_id": "mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d",
+    "instance_id": "mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d.mp4",
+      "total_frames": 1109,
+      "fps": 60.0,
+      "duration_sec": 18.48,
+      "reference_image_path": "inference_img/mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video shows two middle-aged men walking side-by-side at night along a dimly lit path bordered by tall bamboo stalks on the left and a building with windows on the right. The man on the left wears a white collared shirt under a dark V-neck sweater vest and a dark overcoat, while the man on the right is dressed in a black leather jacket over a dark shirt. Both have short dark hair and no visible accessories. The man on the left briefly touches his face with his right hand as they walk. The camera follows them from behind and slightly to the side, maintaining a steady shot that captures their consistent posture and appearance throughout the sequence."
+        ],
+        "level_2": [
+          "The video begins with the two men walking side-by-side at night. The man on the left is wearing a white collared shirt, a dark V-neck sweater vest, and a dark overcoat, while the man on the right is dressed in a black leather jacket over a dark shirt. They are walking along a path with tall bamboo stalks on the left and a building with windows on the right. The lighting is dim, creating a moody atmosphere. As they walk, the man on the left briefly touches his face with his right hand. The camera follows them smoothly, keeping them centered in the frame.",
+          "Continuing from the previous scene, the two men maintain their pace and position as they walk along the same path. The man on the left, in his white collared shirt and dark overcoat, remains composed, while the man on the right, in his black leather jacket, stays in profile view. The background remains consistent with the bamboo stalks and the building's windows. The camera continues to follow them from behind and slightly to the side, ensuring a continuous and stable shot.",
+          "Finally, the two men continue their walk along the path. The man on the left, still in his white collared shirt and dark overcoat, and the man on the right, in his black leather jacket, remain side-by-side. The bamboo stalks and the building with windows provide a consistent backdrop. The camera maintains its following shot, capturing their steady movement and consistent appearance throughout the sequence."
+        ],
+        "level_3": [
+          "The video opens with the two men walking side-by-side at night. The man on the left, wearing a white collared shirt under a dark V-neck sweater vest and a dark overcoat, and the man on the right, dressed in a black leather jacket over a dark shirt, are seen walking along a path lined with tall bamboo stalks on the left and a building with windows on the right. The lighting is dim, creating a subdued atmosphere. The camera follows them from behind and slightly to the side, capturing their initial movement.",
+          "As they continue walking, the man on the left briefly touches his face with his right hand, adjusting his collar. The man on the right remains in profile view, maintaining his pace. The background of bamboo stalks and the building's windows remains consistent. The camera continues to follow them smoothly, keeping them centered in the frame.",
+          "The two men proceed along the path, their pace steady and their positions unchanged. The man on the left, in his white collared shirt and dark overcoat, and the man on the right, in his black leather jacket, continue to walk side-by-side. The bamboo stalks and the building with windows provide a consistent backdrop. The camera maintains its following shot, ensuring a continuous and stable view.",
+          "As they move further along the path, the man on the left adjusts his collar again, while the man on the right remains focused ahead. The background elements, including the bamboo stalks and the building's windows, remain unchanged. The camera continues to follow them from behind and slightly to the side, capturing their steady movement.",
+          "Finally, the two men continue their walk along the path, maintaining their pace and position. The man on the left, in his white collared shirt and dark overcoat, and the man on the right, in his black leather jacket, remain side-by-side. The bamboo stalks and the building with windows provide a consistent backdrop. The camera maintains its following shot, capturing their final moments of the sequence."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Do both men maintain the same facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Did Man 1 adjust his clothing by touching his face during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the man on the left adjust his collar more than once during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:53.961584"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Do both men have short dark hair and no visible accessories throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:53.961631"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are the bamboo stalks and building with windows present throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:53.961647"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "How is the camera positioned relative to the men?",
+          "options": [
+            "A. Directly in front",
+            "B. From behind and slightly to the side",
+            "C. Above them",
+            "D. To the left only"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:53.961665"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d"
+  },
+  {
+    "task_id": "mem_openhumanvid_ef35121e8c5639c183dfe54ae49a58ddf0d2f96fa015b354ba57352b531a1f6d",
+    "instance_id": "mem_openhumanvid_ef35121e8c5639c183dfe54ae49a58ddf0d2f96fa015b354ba57352b531a1f6d",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_ef35121e8c5639c183dfe54ae49a58ddf0d2f96fa015b354ba57352b531a1f6d.mp4",
+      "total_frames": 458,
+      "fps": 25.0,
+      "duration_sec": 18.32,
+      "reference_image_path": "inference_img/mem_openhumanvid_ef35121e8c5639c183dfe54ae49a58ddf0d2f96fa015b354ba57352b531a1f6d_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens on a bright, sunny day aboard a ship with a clear blue sky in the background. Two men stand side by side on the deck. On the left, a man with dark hair tied back by a white headband wears a black robe and a gray scarf around his neck. He remains relatively still, looking forward with a serious expression. To his right stands a much larger man with a distinctive purple mohawk hairstyle, painted face featuring red markings, and wearing a brown leather-like vest adorned with silver studs. This man makes various facial expressions, including slight head movements and hand gestures, while maintaining his position next to the first man. The camera remains steady, focusing on the two figures against the backdrop of the ship's sail and other crew members visible in the distance."
+        ],
+        "level_2": [
+          "The video begins with a wide shot of two men standing on a ship's deck under a clear blue sky. The man on the left has dark hair secured with a white headband and is dressed in a black robe with a gray scarf, standing calmly and looking ahead. Beside him, the man on the right is significantly larger, sporting a purple mohawk, red face paint, and a studded brown vest. He starts by making subtle facial expressions and slight head turns, occasionally gesturing with his hands. The background shows the ship's sail and other crew members, adding depth to the scene. The camera remains focused on the two main figures, capturing their contrasting appearances and the dynamic between them.",
+          "Continuing from the initial scene, the man on the right becomes more animated, displaying a range of facial expressions such as furrowed brows and raised eyebrows, accompanied by small hand movements. His body language suggests he is reacting to something off-screen. Meanwhile, the man on the left maintains his composed stance, his gaze fixed forward, seemingly unaffected by the other man's actions. The ship's sail and distant crew members remain visible, providing a consistent backdrop. The camera angle stays steady, emphasizing the contrast between the two men's demeanor.",
+          "In the final part of the video, the man on the right continues to express himself through varied facial movements and occasional hand gestures, his energy contrasting with the stillness of the man on the left. The man on the left remains largely unchanged, his posture and expression unwavering. The background elements, including the ship's sail and the crew, stay consistent, reinforcing the setting. The camera maintains its focus on the two men, ensuring their identities and spatial relationship are preserved throughout the clip."
+        ],
+        "level_3": [
+          "The video opens with a static shot of two men on a ship's deck under a bright blue sky. The man on the left, with dark hair tied by a white headband, wears a black robe and gray scarf, standing still with a serious expression. To his right, a larger man with a purple mohawk, red face paint, and a studded brown vest begins to make subtle facial expressions and slight head movements, hinting at an internal reaction or conversation.",
+          "As the scene progresses, the man on the right becomes more expressive, his face contorting into various emotions—furrowed brows, raised eyebrows, and slight smiles—as he gestures subtly with his hands. His body language suggests engagement with something unseen, possibly reacting to an event or dialogue. The man on the left remains completely still, his gaze fixed forward, creating a stark contrast in their demeanor.",
+          "The man on the right continues his animated display, now incorporating more pronounced hand gestures and head tilts, further emphasizing his dynamic presence. His facial expressions shift rapidly, conveying a range of emotions. Meanwhile, the man on the left remains unchanging, his posture and expression frozen, highlighting the tension between their contrasting states.",
+          "The interaction between the two men unfolds as the man on the right maintains his expressive behavior, his movements becoming slightly more exaggerated. His red face paint and purple mohawk stand out vividly against the backdrop of the ship's sail and crew. The man on the left, however, remains steadfast, his stillness serving as a counterpoint to the other man's liveliness.",
+          "Finally, the video concludes with the man on the right continuing his animated expressions and gestures, his energy undiminished. The man on the left remains completely motionless, his identity and appearance consistent throughout. The ship's sail and distant crew members provide a stable background, ensuring the focus remains on the two central figures and their contrasting dynamics."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does Man 1 (left) maintain the same facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the headband worn by Man 1?",
+          "options": [
+            "A. White",
+            "B. Brown",
+            "C. Black",
+            "D. Gray"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is Man 2's purple mohawk hairstyle consistent in appearance throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What material does Man 2's vest appear to be made of?",
+          "options": [
+            "A. Leather",
+            "B. Cotton",
+            "C. Metal",
+            "D. Silk"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man on the left maintain the same identity throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:04:57.072290"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the man on the right wear a studded brown vest throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:04:57.072342"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Is the purple mohawk hairstyle maintained throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:04:57.072359"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Do the background elements like the ship's sail remain visible and consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:04:57.072374"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "Which background element is mentioned in every segment?",
+          "options": [
+            "A. Ocean waves",
+            "B. Ship's sail",
+            "C. Clouds",
+            "D. Flag"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:04:57.072380"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_ef35121e8c5639c183dfe54ae49a58ddf0d2f96fa015b354ba57352b531a1f6d"
+  },
+  {
+    "task_id": "mem_openhumanvid_909850a1b95ce39b4d7b9a0fde693d5aa4c72ea05412eaef5ad854bdcaaa06d5",
+    "instance_id": "mem_openhumanvid_909850a1b95ce39b4d7b9a0fde693d5aa4c72ea05412eaef5ad854bdcaaa06d5",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_909850a1b95ce39b4d7b9a0fde693d5aa4c72ea05412eaef5ad854bdcaaa06d5.mp4",
+      "total_frames": 752,
+      "fps": 50.0,
+      "duration_sec": 15.04,
+      "reference_image_path": "inference_img/mem_openhumanvid_909850a1b95ce39b4d7b9a0fde693d5aa4c72ea05412eaef5ad854bdcaaa06d5_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video features a close-up of a man and a woman standing side by side outdoors. The man, on the left, has short dark hair, wears round patterned glasses (black and white frames), a black turtleneck shirt, and a light grey blazer. The woman, on the right, has long dark hair styled with a small braid at the front, and she is wearing a white collared shirt under a light grey blazer. Both individuals are looking off to the right side of the frame, seemingly engaged in observing or reacting to something out of view. The background consists of blurred green foliage, suggesting a garden or park setting. The camera remains steady throughout, maintaining focus on their upper bodies and facial expressions."
+        ],
+        "level_2": [
+          "The video opens with a close-up shot of a man and a woman standing outdoors. The man, positioned on the left, has short dark hair and wears round patterned glasses with black and white frames, a black turtleneck shirt, and a light grey blazer. The woman, on the right, has long dark hair with a small braid at the front and is dressed in a white collared shirt under a light grey blazer. Both are looking off to the right, appearing to be focused on something outside the frame. The background is softly blurred, showing green foliage, likely from trees or bushes. As the scene progresses, the woman begins to smile subtly while continuing to look in the same direction, and the man maintains his attentive gaze.",
+          "Continuing from the previous scene, the man and woman remain in the same position, still looking off to the right. The man's expression shifts slightly as he appears to speak or react verbally, his mouth moving while his eyes stay fixed on the object of their attention. The woman’s smile becomes more pronounced, her head tilting slightly as if amused or intrigued by what they are observing. The background remains consistent, with the blurred greenery providing a natural backdrop.",
+          "In the final part of the video, the interaction between the man and woman continues. The man’s expression softens into a slight smile, indicating a shift from surprise to amusement. The woman, now fully smiling, turns her head slightly toward the camera while still glancing back at the object of their attention. Her demeanor suggests she is enjoying the moment. The camera remains steady, keeping both individuals in focus against the backdrop of green foliage."
+        ],
+        "level_3": [
+          "The video begins with a close-up of a man and a woman standing outdoors. The man, on the left, has short dark hair, wears round patterned glasses (black and white frames), a black turtleneck shirt, and a light grey blazer. The woman, on the right, has long dark hair with a small braid at the front and is wearing a white collared shirt under a light grey blazer. Both are looking off to the right, seemingly focused on something out of frame. The background is blurred green foliage, suggesting a garden or park setting. The camera is steady, capturing their upper bodies and facial expressions.",
+          "As the scene progresses, the man and woman maintain their positions and gazes. The man’s expression changes subtly as he appears to begin speaking or reacting verbally, his mouth moving while his eyes remain fixed on the object of their attention. The woman starts to smile faintly, her head tilting slightly as if she finds the situation amusing or intriguing. The background remains unchanged, with the blurred greenery providing a consistent natural backdrop.",
+          "The interaction continues with the man and woman still looking off to the right. The man’s expression softens further, transitioning into a slight smile as he seems to share in the woman’s amusement. The woman’s smile widens, and she turns her head slightly toward the camera while still glancing back at the object of their attention. Her body language suggests she is enjoying the moment. The camera remains steady, keeping both individuals in focus against the backdrop of green foliage.",
+          "In the next segment, the man and woman continue their interaction. The man’s smile becomes more pronounced, indicating a shared sense of humor or enjoyment. The woman, now fully smiling, turns her head slightly more toward the camera, her eyes sparkling with amusement. She glances back at the object of their attention one last time before fully engaging with the viewer. The background remains consistent, with the blurred greenery providing a natural and serene setting.",
+          "Finally, the man and woman conclude their interaction. The man’s smile softens into a contented expression, and he looks directly at the camera for a brief moment before returning his gaze to the object of their attention. The woman, still smiling broadly, turns her head fully toward the camera, her eyes meeting the viewer’s. Her demeanor suggests she is happy and satisfied with the moment. The camera remains steady, capturing their expressions against the backdrop of blurred green foliage."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the video maintain his round patterned glasses throughout the entire clip?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the woman's hair consistently styled with a side part throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Do both individuals maintain the same clothing and appearance from start to finish without any noticeable changes?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the man maintain his short dark hair and round patterned glasses throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:30.737062"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Do both individuals continue wearing the same blazers throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:30.737111"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the man’s round patterned glasses remain unchanged in appearance throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:30.737126"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_909850a1b95ce39b4d7b9a0fde693d5aa4c72ea05412eaef5ad854bdcaaa06d5"
+  },
+  {
+    "task_id": "mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d",
+    "instance_id": "mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d.mp4",
+      "total_frames": 438,
+      "fps": 23.98,
+      "duration_sec": 18.27,
+      "reference_image_path": "inference_img/mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens with a woman in a striking red sleeveless dress and short black hair, adorned with a silver bracelet on her left wrist and carrying a beige handbag. She gracefully descends a grand staircase with golden railings, surrounded by elegantly dressed individuals in formal attire, including military uniforms. As she reaches the bottom of the stairs, she turns to face forward, engaging in conversation with a man in a white military uniform and another in a black tuxedo. The background features a framed poster of 'Frederic Zoller' and vibrant red floral arrangements, contributing to the opulent atmosphere of the event."
+        ],
+        "level_2": [
+          "The video begins with the woman in the red dress descending a luxurious staircase, her short black hair styled elegantly and her silver bracelet catching the light as she moves. She is accompanied by others in formal wear, including men in military uniforms and women in glamorous dresses. As she reaches the landing, she turns to face forward, joining a group of well-dressed individuals engaged in conversation. The setting is richly decorated with a framed poster of 'Frederic Zoller' and red flowers, enhancing the sophisticated ambiance.",
+          "Continuing from the previous scene, the woman in the red dress stands among a group of formally dressed people, including a man in a white military uniform and another in a black tuxedo. They are holding glasses of champagne, suggesting a celebratory occasion. The background remains consistent with the framed poster and floral decorations, maintaining the elegant setting. The woman interacts with the man in the tuxedo, her posture and expression indicating an engaging conversation.",
+          "Finally, the woman in the red dress continues her interaction with the man in the black tuxedo, their conversation lively and animated. The camera focuses on their exchange, capturing the details of their attire and the surrounding environment. The background elements, including the 'Frederic Zoller' poster and red flowers, remain prominent, reinforcing the opulent setting. The woman's short black hair and silver bracelet are consistently visible, ensuring identity persistence throughout the scene."
+        ],
+        "level_3": [
+          "The video opens with the woman in the red sleeveless dress and short black hair, her silver bracelet glinting as she gracefully descends the grand staircase with golden railings. She carries a beige handbag and is surrounded by elegantly dressed individuals, including men in military uniforms and women in glamorous attire. The background features a framed poster of 'Frederic Zoller' and vibrant red floral arrangements, setting the stage for an opulent event.",
+          "As the woman reaches the bottom of the stairs, she turns to face forward, joining a group of formally dressed people. The camera follows her movement, capturing the details of her red dress and the interactions around her. The setting remains richly decorated with the 'Frederic Zoller' poster and red flowers, enhancing the sophisticated atmosphere. She engages in conversation with a man in a white military uniform and another in a black tuxedo, both holding glasses of champagne.",
+          "The woman in the red dress continues her conversation with the man in the black tuxedo, their interaction lively and animated. The camera focuses on their exchange, highlighting the details of their attire and the surrounding environment. The background elements, including the 'Frederic Zoller' poster and red flowers, remain prominent, reinforcing the opulent setting. Her short black hair and silver bracelet are consistently visible, ensuring identity persistence.",
+          "The scene transitions smoothly as the woman in the red dress turns slightly, her posture and expression indicating an engaging conversation with the man in the tuxedo. The camera captures the details of their interaction, with the background elements remaining consistent. The 'Frederic Zoller' poster and red flowers continue to enhance the sophisticated ambiance, while the woman's red dress and silver bracelet are clearly visible.",
+          "Finally, the woman in the red dress maintains her position in the group, continuing her conversation with the man in the black tuxedo. The camera focuses on their interaction, capturing the details of their attire and the surrounding environment. The background elements, including the 'Frederic Zoller' poster and red flowers, remain prominent, reinforcing the opulent setting. Her short black hair and silver bracelet are consistently visible, ensuring identity persistence throughout the scene."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When the woman in the red dress turns back to face the camera after walking away, does she still have short black hair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the woman's dress style change from sleeveless to long-sleeved during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the woman’s appearance remain consistent across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:57.507570"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which attribute of the woman is consistently mentioned across all segments?",
+          "options": [
+            "A. Long brown hair",
+            "B. Silver bracelet",
+            "C. Blue dress",
+            "D. Red heels"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:57.507603"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the woman’s red sleeveless dress described in every segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:57.507616"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Is the silver bracelet on the woman’s left wrist mentioned in every segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:57.507631"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which accessory is consistently visible on the woman’s left wrist?",
+          "options": [
+            "A. Gold watch",
+            "B. Silver bracelet",
+            "C. Bracelet with gemstones",
+            "D. Leather band"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:57.507638"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Do the red floral arrangements appear in all five segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:57.507645"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "Which background element is consistently present throughout the video?",
+          "options": [
+            "A. Portrait of a king",
+            "B. 'Frederic Zoller' poster",
+            "C. Blue wall",
+            "D. Green plants"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:57.507651"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the camera follow the woman down the staircase?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:57.507657"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "What action does the camera perform as the woman reaches the bottom of the stairs?",
+          "options": [
+            "A. Zooms in",
+            "B. Pans left",
+            "C. Follows her movement",
+            "D. Stays static"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:57.507663"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d"
+  },
+  {
+    "task_id": "mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c",
+    "instance_id": "mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c.mp4",
+      "total_frames": 530,
+      "fps": 29.97,
+      "duration_sec": 17.68,
+      "reference_image_path": "inference_img/mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video begins with a close-up shot of a man with dark, slightly messy hair, wearing a yellow short-sleeved shirt and a brown sleeveless vest. He is holding a white flip phone to his right ear with his left hand, which also features a silver bracelet. The man appears to be engaged in a conversation, occasionally adjusting his hair with his right hand while listening intently. The background consists of lush green foliage, softly blurred, suggesting an outdoor setting in natural daylight. The camera remains steady, focusing on the man's face and upper body throughout the sequence."
+        ],
+        "level_2": [
+          "The video opens with a close-up of the man as he holds a white flip phone to his ear, his left hand adorned with a silver bracelet. His dark, slightly messy hair frames his face, and he wears a yellow shirt under a brown sleeveless vest. Initially, he adjusts his hair with his right hand while listening to the call. The background is a soft blur of green foliage, indicating an outdoor environment bathed in natural light. As the scene progresses, the man continues his conversation, his expression shifting subtly as he listens and responds.",
+          "In the middle of the video, the focus remains on the man as he continues his phone conversation. His posture and position stay consistent, with the white flip phone still held to his ear. His facial expressions convey attentiveness and engagement, with slight movements of his head as he speaks or reacts. The background of green foliage remains unchanged, maintaining the serene outdoor atmosphere. The lighting continues to highlight his features, emphasizing the details of his clothing and accessories.",
+          "The final part of the video shows the man still deeply involved in his phone call. His dark hair and casual attire remain prominent, with the silver bracelet on his left wrist catching the light. The white flip phone is consistently positioned against his ear, and his subtle gestures suggest an ongoing dialogue. The background of blurred greenery persists, providing a tranquil backdrop. The camera maintains its steady focus on the man, capturing the continuity of his actions and the consistency of the scene."
+        ],
+        "level_3": [
+          "The video starts with a close-up of the man, highlighting his dark, slightly messy hair and his attire: a yellow short-sleeved shirt layered under a brown sleeveless vest. He holds a white flip phone to his right ear, his left hand featuring a silver bracelet. Initially, he adjusts his hair with his right hand while listening to the call, his expression focused and attentive. The background is a soft blur of green foliage, suggesting an outdoor setting in natural daylight.",
+          "As the video progresses, the man continues his phone conversation, his posture and position remaining consistent. His facial expressions subtly shift, reflecting his engagement in the dialogue. The white flip phone stays firmly against his ear, and his left hand occasionally moves, possibly gesturing as he speaks. The background of green foliage remains unchanged, maintaining the serene outdoor ambiance.",
+          "In the next segment, the man's attention remains fixed on the conversation. His dark hair and casual clothing are still prominent, with the silver bracelet on his left wrist visible. The white flip phone is consistently held to his ear, and his slight head movements indicate active participation in the call. The background of blurred greenery continues to provide a tranquil setting, with no significant changes in the environment.",
+          "The video continues with the man still engaged in his phone call. His facial expressions and body language suggest a dynamic conversation, with occasional adjustments to his hair and phone placement. The background remains a consistent blur of green foliage, reinforcing the outdoor setting. The lighting highlights his features and attire, ensuring visual continuity.",
+          "Finally, the man concludes his phone conversation, his expression reflecting the end of the dialogue. The white flip phone is still held to his ear, and his left hand, with the silver bracelet, remains visible. The background of green foliage persists, maintaining the serene outdoor atmosphere. The camera remains steady, capturing the man's final moments in the scene, ensuring identity and spatial consistency throughout the video."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hairstyle appear consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the silver bracelet on the man's left wrist visible in every frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "What type of phone is the man holding to his ear?",
+          "options": [
+            "A. Smartphone",
+            "B. Feature phone",
+            "C. Flip phone",
+            "D. Walkie-talkie"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the man's facial expression change from serious to smiling during the conversation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial identity remain consistent across all five segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:39.688774"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the man’s identity consistency across the video?",
+          "options": [
+            "A. His identity changes subtly between segments",
+            "B. His identity remains stable throughout",
+            "C. He is replaced by another person in later segments",
+            "D. His facial features are inconsistently described"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:39.688807"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Is the man's yellow shirt visible in every segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:39.688820"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What happens to the man’s brown sleeveless vest during the video?",
+          "options": [
+            "A. It disappears in segment 4",
+            "B. It remains worn throughout",
+            "C. It changes color",
+            "D. It is removed in segment 5"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:39.688827"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the silver bracelet remain visible on the man’s left hand throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:39.688835"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c"
+  },
+  {
+    "task_id": "mem_openhumanvid_c83b792f5f5f7e9b9a72bc873c8fcd7b6bf3351797df0784323181678f56c8ca",
+    "instance_id": "mem_openhumanvid_c83b792f5f5f7e9b9a72bc873c8fcd7b6bf3351797df0784323181678f56c8ca",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_c83b792f5f5f7e9b9a72bc873c8fcd7b6bf3351797df0784323181678f56c8ca.mp4",
+      "total_frames": 500,
+      "fps": 25.0,
+      "duration_sec": 20.0,
+      "reference_image_path": "inference_img/mem_openhumanvid_c83b792f5f5f7e9b9a72bc873c8fcd7b6bf3351797df0784323181678f56c8ca_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A close-up shot of a woman with short black hair, wearing a black top and dangling earrings, as she holds a white flip phone to her ear. Her expression is serious and contemplative, suggesting she is engaged in an important conversation. The background is softly blurred, featuring warm, muted tones of beige and brown, possibly indicating a cozy indoor setting like a living room or office. The lighting is soft and natural, highlighting her features and the details of her attire."
+        ],
+        "level_2": [
+          "The scene opens with a close-up of the woman, focusing on her face as she listens intently to the phone call. Her eyes are slightly narrowed, and her lips are parted as if she is about to speak or reacting to what she hears. The white flip phone is held firmly against her ear, its screen glowing faintly blue. The background remains out of focus, with hints of furniture and warm lighting creating a calm yet tense atmosphere.",
+          "As the conversation continues, the woman's expression shifts subtly. She blinks slowly, her gaze occasionally shifting downward, indicating deep thought or concern. The camera remains steady, maintaining the tight framing on her face, emphasizing her emotional state. The soft lighting continues to cast gentle shadows across her features, enhancing the intimate and focused nature of the scene.",
+          "In the final part of this segment, the woman lowers the phone slightly, her eyes closing for a moment as if processing the information she has just received. Her demeanor suggests a mix of relief and contemplation. The background remains consistent, with the blurred furniture and warm tones providing a stable backdrop to her evolving emotional response."
+        ],
+        "level_3": [
+          "The video begins with a close-up of the woman, her short black hair neatly styled, and her black top complemented by elegant dangling earrings. She holds a white flip phone to her ear, her expression serious and focused. The background is softly blurred, with warm, neutral tones suggesting a comfortable indoor environment. The lighting is soft, highlighting her features and the details of her attire.",
+          "As the phone call progresses, the woman's expression becomes more animated. Her eyes narrow slightly, and her lips move subtly, indicating she is actively listening and responding. The white flip phone remains pressed against her ear, its screen glowing faintly blue. The camera stays fixed on her face, capturing every nuance of her reaction. The background remains out of focus, maintaining the intimate feel of the scene.",
+          "The woman's demeanor shifts as she continues the conversation. Her eyes briefly close, and her head tilts slightly downward, suggesting a moment of reflection or concern. The phone is still held close to her ear, but her grip appears slightly relaxed. The soft lighting continues to illuminate her face, casting gentle shadows that enhance the emotional depth of the scene. The blurred background remains consistent, providing a stable setting.",
+          "In the next phase, the woman's expression softens. Her eyes open wider, and a slight smile plays on her lips, indicating a positive turn in the conversation. The white flip phone is still held to her ear, but her posture relaxes further. The camera maintains its close-up focus, capturing the subtle changes in her expression. The warm, blurred background continues to provide a cozy ambiance.",
+          "The video concludes with the woman lowering the phone slightly, her eyes closing for a moment as if taking a deep breath. Her expression is one of calm reflection, suggesting the conversation has reached a resolution. The white flip phone is no longer the central focus, and her relaxed posture indicates a sense of closure. The soft lighting and blurred background remain consistent, wrapping up the scene with a sense of tranquility."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hairstyle remain consistent?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Are the earrings visible and consistent in appearance throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the woman continue to wear the same black top?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the white flip phone consistently held to the woman's ear?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's facial expression change significantly during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "openhumanvid_full_regen",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_c83b792f5f5f7e9b9a72bc873c8fcd7b6bf3351797df0784323181678f56c8ca"
+  },
+  {
+    "task_id": "mem_openhumanvid_3417154e322ba78411000363b05ee7409b73a31e7af65e5968a1908e1e84537a",
+    "instance_id": "mem_openhumanvid_3417154e322ba78411000363b05ee7409b73a31e7af65e5968a1908e1e84537a",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_3417154e322ba78411000363b05ee7409b73a31e7af65e5968a1908e1e84537a.mp4",
+      "total_frames": 393,
+      "fps": 25.0,
+      "duration_sec": 15.72,
+      "reference_image_path": "inference_img/mem_openhumanvid_3417154e322ba78411000363b05ee7409b73a31e7af65e5968a1908e1e84537a_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens with a close-up of two women in an indoor setting, likely an office or studio. The primary subject is a woman with long, dark brown/black wavy hair, wearing a white ribbed turtleneck sweater, silver drop earrings, and a nose ring on her left nostril. She has neutral makeup with pink lipstick. Initially, she faces away from the camera, then turns to face another woman who is partially visible, wearing a black jacket with a red collar. The second woman has her dark hair styled in a bun. As the scene progresses, the first woman speaks while turning her head slightly, and the camera follows her movements. The background features modern decor, including a framed abstract painting, patterned wallpaper, and circular ceiling lights. The two women appear to be engaged in a serious conversation, with the camera capturing their expressions and body language."
+        ],
+        "level_2": [
+          "The video begins with a close-up shot of a woman with long, dark brown/black wavy hair, wearing a white ribbed turtleneck sweater, silver drop earrings, and a nose ring on her left nostril. She is facing away from the camera initially, revealing her profile as she turns to engage with another woman who is partially visible, wearing a black jacket with a red collar. The second woman has her hair styled in a neat bun. The setting appears to be a modern indoor space, possibly an office or studio, with patterned wallpaper, a framed abstract painting, and circular ceiling lights in the background. The first woman begins to speak, her facial expressions shifting as she talks, while the camera follows her movements, maintaining focus on her face and upper body.",
+          "Continuing from the previous scene, the camera captures the ongoing interaction between the two women. The woman in the white turtleneck sweater remains the focal point, her long, wavy hair cascading over her shoulders. She continues to speak, her mouth moving as she articulates her words, and her eyes occasionally glancing at the other woman. The second woman, still partially visible, listens intently, her head slightly tilted. The background remains consistent, with the framed abstract painting and patterned wallpaper providing a stable visual context. The camera angle shifts slightly, offering a more frontal view of the first woman as she maintains her position in the frame.",
+          "In the final segment, the camera pulls back to reveal more of the room, showing both women standing side by side. The woman in the white turtleneck sweater has her arms crossed, her expression serious as she continues to speak. The second woman, now fully visible, stands beside her, listening attentively. The background includes a large framed abstract painting on the wall, patterned wallpaper, and a circular ceiling light fixture. The camera remains steady, capturing the full-body posture of both women as they engage in their conversation, emphasizing the spatial relationship between them and the surrounding environment."
+        ],
+        "level_3": [
+          "The video opens with a close-up shot of a woman with long, dark brown/black wavy hair, wearing a white ribbed turtleneck sweater, silver drop earrings, and a nose ring on her left nostril. She is facing away from the camera, revealing her profile as she turns to engage with another woman who is partially visible, wearing a black jacket with a red collar. The second woman has her hair styled in a neat bun. The setting appears to be a modern indoor space, possibly an office or studio, with patterned wallpaper, a framed abstract painting, and circular ceiling lights in the background.",
+          "As the scene progresses, the camera focuses on the woman in the white turtleneck sweater as she begins to speak. Her facial expressions shift subtly, indicating she is engaged in a conversation. The second woman listens intently, her head slightly tilted. The camera angle shifts slightly, offering a more frontal view of the first woman as she maintains her position in the frame, with the background elements remaining consistent.",
+          "The camera continues to follow the woman in the white turtleneck sweater as she speaks, capturing her upper body and face in detail. Her long, wavy hair frames her face, and her neutral makeup with pink lipstick is clearly visible. The second woman remains partially visible, her attention focused on the speaker. The background includes the framed abstract painting and patterned wallpaper, providing a stable visual context for the interaction.",
+          "The camera pulls back to reveal more of the room, showing both women standing side by side. The woman in the white turtleneck sweater has her arms crossed, her expression serious as she continues to speak. The second woman, now fully visible, stands beside her, listening attentively. The background includes a large framed abstract painting on the wall, patterned wallpaper, and a circular ceiling light fixture.",
+          "In the final moments, the camera remains steady, capturing the full-body posture of both women as they engage in their conversation. The woman in the white turtleneck sweater maintains her crossed-arm stance, her expression unwavering, while the second woman stands beside her, her body language suggesting she is listening carefully. The background elements, including the framed abstract painting and patterned wallpaper, remain consistent, providing a cohesive visual narrative throughout the video."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's nose ring remain visible when she turns her head to the side?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the sweater worn by the woman with long hair?",
+          "options": [
+            "A. Black",
+            "B. White",
+            "C. Gray",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "What is the style of the woman's hair in the video?",
+          "options": [
+            "A. Straight and loose",
+            "B. Wavy and pulled back",
+            "C. Long and wavy",
+            "D. Braided"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the woman in the white turtleneck sweater maintain the same hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:03.724481"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman continue to wear the same white turtleneck sweater in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:03.724533"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "What happens to the woman's sweater when the camera pulls back in Segment 4?",
+          "options": [
+            "A. It changes to a different color",
+            "B. It becomes visible in full length",
+            "C. It disappears",
+            "D. It appears wrinkled in a new way"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:03.724541"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "How is the second woman distinguished from the first?",
+          "options": [
+            "A. By her red collar and bun hairstyle",
+            "B. By her pink lipstick",
+            "C. By her white turtleneck",
+            "D. By her long wavy hair"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:03.724556"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera zoom out in the final segment to show both women?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:03.724564"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What change occurs in the camera perspective between Segment 3 and Segment 4?",
+          "options": [
+            "A. The camera moves closer to the subjects",
+            "B. The camera zooms out to show full bodies",
+            "C. The camera rotates 360 degrees",
+            "D. The camera focuses only on the background"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:03.724570"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Do the background elements remain consistent when the camera pulls back?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:03.724580"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which background element is visible in all segments?",
+          "options": [
+            "A. A green plant",
+            "B. A framed abstract painting",
+            "C. A window",
+            "D. A bookshelf"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:03.724586"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_3417154e322ba78411000363b05ee7409b73a31e7af65e5968a1908e1e84537a"
+  },
+  {
+    "task_id": "mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212",
+    "instance_id": "mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212.mp4",
+      "total_frames": 416,
+      "fps": 25.0,
+      "duration_sec": 16.64,
+      "reference_image_path": "inference_img/mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In a rustic, dimly lit room with cracked mud walls, a man lies on a bed, wearing a white shirt with red and blue patterns. He appears to be in distress or deep thought. A woman in a patterned gray dress stands beside him, her expression one of concern. Another man, dressed in a green jacket over a white shirt, holds a red cloth or object, presenting it to the man on the bed. The camera remains steady, focusing on the interaction between the three individuals, capturing their subtle movements and expressions as the man on the bed reacts to the object being shown to him."
+        ],
+        "level_2": [
+          "The scene opens with the man lying on the bed, his face showing signs of discomfort or contemplation. The woman stands close to him, her gaze fixed on his face, reflecting worry. The man in the green jacket holds a red cloth, carefully unfolding it while looking at the man on the bed. The background features a woven basket hanging on the wall, adding to the rustic ambiance. The camera maintains a medium shot, keeping all three characters in frame as they engage in this quiet, tense moment.",
+          "As the sequence progresses, the man on the bed begins to speak, his mouth moving and his eyes shifting slightly, indicating he is responding to the situation. The woman leans forward slightly, her concern intensifying as she listens. The man in the green jacket continues to hold the red cloth, now more prominently displaying it towards the man on the bed. The lighting remains consistent, highlighting the textures of their clothing and the roughness of the room's walls.",
+          "In the final part of this segment, the man on the bed becomes more animated, gesturing with his hand as he speaks, possibly explaining something or expressing urgency. The woman's expression softens slightly, suggesting she is beginning to understand or empathize with his words. The man in the green jacket adjusts the red cloth, preparing to show it more clearly. The camera angle shifts slightly, providing a closer view of their faces and the red cloth, emphasizing the importance of the object in their interaction."
+        ],
+        "level_3": [
+          "The video begins with the man lying on the bed, his white shirt with red and blue patterns visible against the backdrop of the rustic room. His facial features, including his hairline and eyes, are clear, and his body position remains unchanged as he lies down. The woman in the patterned gray dress stands beside him, her expression conveying concern. The man in the green jacket holds a red cloth, presenting it to the man on the bed. The camera is steady, capturing the initial setup of the scene with all three characters in focus.",
+          "As the scene develops, the man on the bed starts to show signs of distress, his mouth moving as if he is speaking or groaning. The woman leans closer, her concern evident in her posture and facial expression. The man in the green jacket continues to hold the red cloth, now slightly adjusting its position to better display it to the man on the bed. The woven basket on the wall behind them adds to the setting's authenticity, and the lighting remains consistent, highlighting the details of their clothing and the room's texture.",
+          "The interaction intensifies as the man on the bed becomes more vocal, gesturing with his hand while speaking. The woman's expression changes subtly, showing a mix of concern and understanding. The man in the green jacket holds the red cloth more prominently, ensuring it is clearly visible to the man on the bed. The camera angle shifts slightly, providing a closer view of their faces and the red cloth, emphasizing the significance of the object in their conversation.",
+          "In the next phase, the man on the bed continues to speak, his gestures becoming more pronounced as he emphasizes his points. The woman's concern deepens, her eyes focused on the man's face, and she leans in slightly, indicating her engagement in the conversation. The man in the green jacket adjusts the red cloth again, holding it up higher for the man on the bed to see. The background remains the same, with the woven basket and the textured walls providing a consistent setting.",
+          "The final part of the sequence shows the man on the bed becoming increasingly animated, his facial expressions and hand gestures conveying urgency or importance. The woman's expression softens, suggesting she is beginning to grasp the situation. The man in the green jacket holds the red cloth steadily, ensuring it remains the focal point of the interaction. The camera maintains a close-up shot, capturing the detailed expressions and the red cloth, highlighting the emotional and narrative weight of the moment."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man lying on the bed maintain consistent facial features?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the man's body position consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the man's clothing remain unchanged?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "openhumanvid_full_regen",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212"
+  },
+  {
+    "task_id": "mem_openhumanvid_989d76420e9f2b2445c65bc49854a7061552e401437784233ed7d8d19bb3d0b8",
+    "instance_id": "mem_openhumanvid_989d76420e9f2b2445c65bc49854a7061552e401437784233ed7d8d19bb3d0b8",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_989d76420e9f2b2445c65bc49854a7061552e401437784233ed7d8d19bb3d0b8.mp4",
+      "total_frames": 393,
+      "fps": 23.98,
+      "duration_sec": 16.39,
+      "reference_image_path": "inference_img/mem_openhumanvid_989d76420e9f2b2445c65bc49854a7061552e401437784233ed7d8d19bb3d0b8_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "An older man wearing a light-colored cowboy hat and a greenish-brown jacket stands in a vast outdoor landscape. The camera focuses on the side profile of his face, highlighting his weathered skin, wrinkles, and defined facial features. The background consists of distant mountains under a soft, diffused sky, with subtle variations in lighting suggesting either sunrise or sunset. As the video progresses, the man slowly turns his head slightly, revealing more of his profile before eventually turning away from the camera, showing the back of his hat and shoulders. The scene maintains a calm, contemplative mood throughout."
+        ],
+        "level_2": [
+          "The video opens with a close-up side profile of an older man wearing a light-colored cowboy hat and a greenish-brown jacket. His face is illuminated by warm, natural light, emphasizing his textured skin and deep-set wrinkles. The background features a serene mountain range under a soft, cloudy sky. The man remains mostly still, with only slight movements of his head as he gazes into the distance. The lighting subtly shifts, indicating the passage of time, possibly during sunrise or sunset.",
+          "As the video continues, the man's head turns slightly more to the right, offering a fuller view of his profile. The lighting remains consistent, casting gentle shadows that accentuate the contours of his face. The distant mountains in the background remain a constant, tranquil element. The man's expression is pensive, and his posture suggests a moment of quiet reflection.",
+          "In the final third of the video, the man turns his head further away from the camera, now showing the back of his cowboy hat and shoulders. The camera angle adjusts slightly to follow his movement, maintaining focus on him while the background remains softly blurred. The overall atmosphere remains peaceful, with the man appearing to be lost in thought as he gazes out at the expansive landscape."
+        ],
+        "level_3": [
+          "The video begins with a close-up shot of an older man in profile, wearing a light-colored cowboy hat and a greenish-brown jacket. His face is detailed, with visible wrinkles and a rugged texture, suggesting a life spent outdoors. The background features a soft, hazy sky with distant mountains, creating a sense of depth and tranquility. The lighting is warm and natural, likely from the early morning or late afternoon sun, casting gentle highlights on his face and hat.",
+          "As the scene progresses, the man's head moves slightly, turning a bit more towards the right. This subtle motion reveals more of his facial features, including his strong jawline and the lines etched into his skin. The lighting remains consistent, with the sun continuing to illuminate his face from the same angle. The mountains in the background remain a static, majestic presence, adding to the serene atmosphere.",
+          "The man continues to turn his head, now facing almost directly away from the camera. The focus shifts to the back of his cowboy hat and the nape of his neck, which is also textured and weathered. The lighting begins to soften slightly, suggesting the sun is moving lower in the sky. The distant mountains are still visible but appear slightly darker, indicating the changing light conditions.",
+          "The camera follows the man as he completes his turn, now fully facing away from the viewer. The shot captures the back of his hat and shoulders, with the greenish-brown jacket blending into the natural surroundings. The lighting has dimmed further, casting longer shadows and giving the scene a more subdued tone. The mountains in the background are now more silhouetted against the sky, enhancing the sense of depth and vastness.",
+          "In the final moments, the man stands still, gazing out at the expansive landscape. The camera holds steady, focusing on the back of his hat and the quiet, reflective mood of the scene. The lighting is now quite soft, with the sky taking on a deeper blue hue, suggesting the approach of evening. The overall atmosphere is one of peaceful contemplation, with the man seemingly absorbed in the beauty of the natural world around him."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man maintain the same identity across different frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Are there any noticeable changes in the man's age or physical appearance between frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's skin texture consistent across all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the man's hairline remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are there any inconsistencies in the man's facial features that suggest a change in identity?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "openhumanvid_full_regen",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_989d76420e9f2b2445c65bc49854a7061552e401437784233ed7d8d19bb3d0b8"
+  },
+  {
+    "task_id": "mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e",
+    "instance_id": "mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e.mp4",
+      "total_frames": 369,
+      "fps": 24.0,
+      "duration_sec": 15.38,
+      "reference_image_path": "inference_img/mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens with a view through an ornate white metal gate, partially obscuring a warmly lit interior. A man with short dark hair and a gray beard, wearing a dark jacket over a collared shirt with white trim on the collar, enters from behind the gate. He is followed by a woman with short dark hair, dressed in a light pink ribbed sweater. The two walk side by side, moving forward through the space, with the man gesturing as if explaining something. The background features a wooden door with glass panes and decorative wall patterns, while the camera follows their movement, maintaining focus on their interaction."
+        ],
+        "level_2": [
+          "The video begins with a man partially visible behind an ornate white metal gate, which frames the scene. He has short dark hair, a gray beard, and is wearing a dark jacket over a collared shirt with white trim. As he steps forward, his face becomes fully visible, and he appears to be speaking or gesturing. Shortly after, a woman with short dark hair, wearing a light pink ribbed sweater, enters from behind him. She walks alongside him, and they both move forward together through the space. The background includes a wooden door with glass panes and decorative wall patterns, while the camera follows their movement.",
+          "Continuing from the previous scene, the man and woman are now walking side by side, moving deeper into the room. The man continues to gesture with his hands, seemingly engaged in conversation, while the woman listens attentively, occasionally glancing at him. The ornate white metal gate remains in the foreground, framing their movement. The background reveals more of the interior, including a glimpse of a railing and additional decorative elements on the walls. The camera maintains a steady follow shot, keeping both individuals in focus.",
+          "Finally, the man and woman continue their walk through the elegantly decorated room. The man, still wearing his dark jacket and collared shirt, turns slightly towards the woman as they converse. The woman, in her light pink sweater, smiles and responds to him. The ornate white metal gate is still visible in the foreground, but the background now shows more of the room's details, including a brick-patterned section of the wall and a black railing. The camera follows them closely, capturing their interaction and the warm, inviting atmosphere of the space."
+        ],
+        "level_3": [
+          "The video opens with a view through an ornate white metal gate, which frames the entrance to a warmly lit interior. A man with short dark hair and a gray beard, wearing a dark jacket over a collared shirt with white trim, steps forward from behind the gate. His face becomes fully visible as he begins to speak, gesturing with his hands. The background features a wooden door with glass panes and decorative wall patterns, adding to the elegant ambiance of the setting.",
+          "As the man continues to speak, a woman with short dark hair, dressed in a light pink ribbed sweater, enters from behind him. She walks alongside him, her attention focused on him as he gestures and explains something. The ornate white metal gate remains in the foreground, framing their movement as they proceed deeper into the room. The background reveals more of the interior, including a glimpse of a railing and additional decorative elements on the walls.",
+          "The man and woman continue their walk through the elegantly decorated room, moving closer to the camera. The man, still wearing his dark jacket and collared shirt, turns slightly towards the woman as they converse. The woman, in her light pink sweater, smiles and responds to him, her expression indicating engagement in the conversation. The ornate white metal gate is still visible in the foreground, but the background now shows more of the room's details, including a brick-patterned section of the wall and a black railing.",
+          "The couple moves further into the room, their interaction becoming more animated. The man gestures with his hands as he speaks, emphasizing his points, while the woman listens attentively, nodding and smiling. The ornate white metal gate remains in the foreground, but the background reveals more of the room's intricate details, including a black railing and additional decorative elements on the walls. The camera follows them closely, capturing their dynamic interaction.",
+          "In the final moments of the video, the man and woman continue their walk through the elegantly decorated room. The man, still wearing his dark jacket and collared shirt, turns slightly towards the woman as they converse. The woman, in her light pink sweater, smiles and responds to him, her expression indicating engagement in the conversation. The ornate white metal gate is still visible in the foreground, but the background now shows more of the room's details, including a brick-patterned section of the wall and a black railing. The camera maintains a steady follow shot, keeping both individuals in focus as they move through the space."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "multiple_choice",
+          "question": "What color is the man's outer jacket?",
+          "options": [
+            "A. Blue",
+            "B. Black",
+            "C. Dark Gray",
+            "D. Brown"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the woman's hairstyle (short dark hair) consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "What type of garment is the woman wearing?",
+          "options": [
+            "A. Hoodie",
+            "B. Sweater",
+            "C. Blouse",
+            "D. Jacket"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the man's facial appearance change significantly between Segment 1 and Segment 5?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:21.673094"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are new background elements introduced as the characters move forward?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:21.673169"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "Which background feature is first mentioned in Segment 2 and becomes more prominent in later segments?",
+          "options": [
+            "A. A red carpet",
+            "B. A black railing",
+            "C. A chandelier",
+            "D. A painting"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:21.673175"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e"
+  },
+  {
+    "task_id": "mem_openhumanvid_793e3f6a347e2672d701b7ba42d6ee1450191f0fb174156790ee3dd2bdca130d",
+    "instance_id": "mem_openhumanvid_793e3f6a347e2672d701b7ba42d6ee1450191f0fb174156790ee3dd2bdca130d",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_793e3f6a347e2672d701b7ba42d6ee1450191f0fb174156790ee3dd2bdca130d.mp4",
+      "total_frames": 383,
+      "fps": 23.98,
+      "duration_sec": 15.97,
+      "reference_image_path": "inference_img/mem_openhumanvid_793e3f6a347e2672d701b7ba42d6ee1450191f0fb174156790ee3dd2bdca130d_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In a dimly lit room with brick walls and a barred gate in the background, a man dressed in a light pink traditional Chinese outfit with white cuffs and a wide-brimmed hat sits on a wooden chair. He is engaged in a conversation with two other individuals: a woman in an ornate light pink qipao adorned with gold embroidery and jewelry, and another person wearing a brown robe who appears distressed, leaning forward with their head down. The man gestures with his hands while speaking, and the woman occasionally places a comforting hand on his shoulder. The scene maintains a somber and intimate atmosphere throughout."
+        ],
+        "level_2": [
+          "The video opens with a man in a light pink traditional Chinese outfit and a white hat seated on a wooden chair, facing a distressed individual in a brown robe. To his left, a woman in an intricately embroidered light pink qipao, adorned with jewelry, sits quietly. The man begins to speak, gesturing with his hands as he interacts with the distressed person. The woman then reaches out to place a comforting hand on the man's shoulder, showing concern. The background remains consistent with brick walls and a barred gate, emphasizing the confined setting.",
+          "Continuing from the previous scene, the man in the pink outfit continues to engage with the distressed individual, now placing his hands on their shoulders in a gesture of reassurance. The woman in the qipao observes the interaction closely, her expression reflecting empathy. The man adjusts his posture slightly, maintaining eye contact with the distressed person, while the woman remains seated, her hand still resting on the man's shoulder. The barred gate and brick walls remain prominent in the background, reinforcing the setting.",
+          "In the final part of the sequence, the man in the pink outfit continues to comfort the distressed individual, who remains hunched over. The man leans forward, offering further support, while the woman in the qipao watches attentively. The interaction between the three individuals remains the focal point, with the man's gestures and the woman's supportive presence creating a sense of care and concern. The background elements, including the brick walls and barred gate, remain unchanged, maintaining the spatial consistency of the scene."
+        ],
+        "level_3": [
+          "The video begins with a man in a light pink traditional Chinese outfit and a white hat seated on a wooden chair, facing a distressed individual in a brown robe. To his left, a woman in an ornate light pink qipao adorned with gold embroidery and jewelry sits quietly. The man starts to speak, gesturing with his hands as he interacts with the distressed person. The camera focuses on the trio, capturing the subtle movements and expressions that convey the gravity of the situation.",
+          "As the scene progresses, the man in the pink outfit continues to engage with the distressed individual, now placing his hands on their shoulders in a gesture of reassurance. The woman in the qipao observes the interaction closely, her expression reflecting empathy. The man adjusts his posture slightly, maintaining eye contact with the distressed person, while the woman remains seated, her hand still resting on the man's shoulder. The camera subtly shifts to emphasize the emotional connection between the characters.",
+          "The interaction deepens as the man in the pink outfit leans forward, offering further support to the distressed individual, who remains hunched over. The woman in the qipao watches attentively, her gaze fixed on the exchange. The man's gestures become more pronounced, indicating his earnest attempt to comfort the other person. The camera maintains a steady focus on the trio, ensuring that the viewer remains immersed in the emotional dynamics of the scene.",
+          "In the next segment, the man continues to provide comfort to the distressed individual, his hands gently placed on their back. The woman in the qipao remains seated, her expression conveying a mix of concern and compassion. The background, with its brick walls and barred gate, remains constant, reinforcing the confined and intimate nature of the setting. The camera angle subtly changes to capture the evolving interaction from different perspectives.",
+          "Finally, the man in the pink outfit continues to console the distressed individual, who remains in a hunched position. The woman in the qipao watches closely, her hand still resting on the man's shoulder, symbolizing her support. The scene concludes with the trio deeply engaged in their interaction, the man's gestures and the woman's attentive presence highlighting the emotional depth of the moment. The barred gate and brick walls in the background remain unchanged, maintaining the spatial consistency of the scene."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "multiple_choice",
+          "question": "What color is the hat worn by the man in the center?",
+          "options": [
+            "A. Black",
+            "B. White",
+            "C. Beige",
+            "D. Brown"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How does the man's posture change during the interaction?",
+          "options": [
+            "A. He remains still",
+            "B. He leans forward",
+            "C. He turns his head",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the man's white hat remain on his head throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the man in the pink outfit maintain the same appearance throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:12.462061"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "Which individual remains seated throughout all segments?",
+          "options": [
+            "A. The man in the pink outfit",
+            "B. The woman in the qipao",
+            "C. The distressed person in the brown robe",
+            "D. All three"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:12.462094"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the woman’s qipao retain its gold embroidery and jewelry throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:12.462108"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "What detail of the man's outfit is consistently mentioned across all segments?",
+          "options": [
+            "A. His hat color",
+            "B. His white cuffs",
+            "C. His footwear",
+            "D. His facial expression"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:12.462116"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are the three individuals clearly distinguishable by clothing and posture in every segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:12.462136"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "Who is described as hunched over and distressed throughout the sequence?",
+          "options": [
+            "A. The man in pink",
+            "B. The woman in the qipao",
+            "C. The person in the brown robe",
+            "D. None of the above"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:12.462143"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Do the brick walls and barred gate remain visible and unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:12.462151"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "What background feature is consistently referenced across all segments?",
+          "options": [
+            "A. A window",
+            "B. A wooden door",
+            "C. A barred gate",
+            "D. A painting"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:12.462157"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_793e3f6a347e2672d701b7ba42d6ee1450191f0fb174156790ee3dd2bdca130d"
+  },
+  {
+    "task_id": "mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960",
+    "instance_id": "mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960.mp4",
+      "total_frames": 465,
+      "fps": 29.97,
+      "duration_sec": 15.52,
+      "reference_image_path": "inference_img/mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video features two women standing side by side in a modest indoor setting. The elderly woman, positioned on the left, has gray hair styled in a neat bun and wears small hoop earrings. She is dressed in a dark-colored top with an ornate orange and brown patterned collar. Throughout the video, she turns her head slightly to her right while speaking, her facial expressions changing subtly as she communicates. The younger woman, on the right, has short bobbed brown hair with bangs and wears a light pink collared shirt. She remains mostly still, occasionally shifting her gaze but maintaining a composed demeanor. The background consists of a plain wall with a red-framed alcove or shelf, adding a subtle depth to the scene. The camera remains steady, focusing on the two women and capturing their interaction."
+        ],
+        "level_2": [
+          "The video opens with the two women standing close together. The elderly woman, with her gray hair in a bun and wearing a dark top with an ornate collar, begins to turn her head slightly to her right, indicating she is about to speak. The younger woman, dressed in a light pink collared shirt, stands calmly beside her, her expression neutral. As the elderly woman continues to speak, her facial expressions become more animated, reflecting the tone of her words. The younger woman maintains her position, occasionally glancing toward the elderly woman but mostly looking forward. The background remains consistent, featuring a plain wall and a red-framed alcove.",
+          "Continuing from the previous scene, the elderly woman is now actively speaking, her head turned further to her right. Her facial expressions are more pronounced, suggesting she is emphasizing certain points in her conversation. The younger woman remains mostly stationary, her gaze shifting slightly towards the elderly woman, indicating she is listening attentively. The lighting and background elements, including the red-framed alcove, remain unchanged, providing a stable visual context for the interaction.",
+          "In the final part of the video, the elderly woman continues her conversation, her head still turned to the right. Her expressions remain engaged, showing her active participation in the dialogue. The younger woman maintains her attentive stance, her eyes occasionally meeting the elderly woman's, reinforcing the sense of communication between them. The background, with its plain wall and red-framed alcove, stays consistent, ensuring the focus remains on the two women and their interaction."
+        ],
+        "level_3": [
+          "The video begins with the two women standing side by side. The elderly woman, with her gray hair in a bun and wearing a dark top with an ornate collar, is positioned on the left. The younger woman, with short brown hair and a light pink collared shirt, stands on the right. The background features a plain wall with a red-framed alcove, adding a subtle detail to the setting. The elderly woman starts to turn her head slightly to her right, preparing to speak.",
+          "As the elderly woman continues to turn her head further to the right, her facial expressions begin to change, indicating she is starting to speak. The younger woman remains mostly still, her gaze directed forward but with a slight shift towards the elderly woman, suggesting she is listening. The red-framed alcove in the background remains a constant element, providing a stable backdrop for the scene.",
+          "The elderly woman is now fully engaged in speaking, her head turned more significantly to the right. Her facial expressions are more animated, reflecting the content of her words. The younger woman maintains her attentive posture, her eyes occasionally meeting the elderly woman's, reinforcing the sense of communication. The background, with its plain wall and red-framed alcove, remains unchanged, keeping the focus on the interaction between the two women.",
+          "The elderly woman continues her conversation, her head still turned to the right. Her expressions remain engaged, showing her active participation in the dialogue. The younger woman stays in her attentive stance, her gaze occasionally shifting towards the elderly woman, indicating ongoing listening. The red-framed alcove in the background remains a consistent element, providing a stable visual context.",
+          "In the final moments of the video, the elderly woman is still speaking, her head turned to the right. Her facial expressions continue to convey her engagement in the conversation. The younger woman maintains her attentive posture, her eyes occasionally meeting the elderly woman's, reinforcing the sense of communication. The background, with its plain wall and red-framed alcove, remains consistent, ensuring the focus stays on the two women and their interaction."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Is the younger woman's expression consistently serious throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of earrings does the elderly woman wear?",
+          "options": [
+            "A. Hoop",
+            "B. Stud",
+            "C. Dangle",
+            "D. No earrings"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the elderly woman's patterned collar remain visible and unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the elderly woman maintain her gray hair in a bun throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:25.077941"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the consistency of the younger woman’s hairstyle across all segments?",
+          "options": [
+            "A. Changes from bob to long hair",
+            "B. Remains short bobbed brown hair with bangs",
+            "C. Becomes curly",
+            "D. Is partially obscured by an object"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:25.077975"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Is the younger woman's shirt consistently described as light pink and collared in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:25.077988"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "What is the description of the elderly woman's top collar in all segments?",
+          "options": [
+            "A. Plain black",
+            "B. Ornate orange and brown patterned",
+            "C. Blue floral",
+            "D. White lace"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:25.077995"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the red-framed alcove remain visible and unchanged in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:25.078017"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960"
+  },
+  {
+    "task_id": "mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5",
+    "instance_id": "mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5.mp4",
+      "total_frames": 377,
+      "fps": 25.0,
+      "duration_sec": 15.08,
+      "reference_image_path": "inference_img/mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A man in a gray button-up shirt with short dark hair and a mustache stands outside a car on a busy street. He is accompanied by two women, one in a colorful jacket and the other in a black outfit. The man appears to be engaged in a conversation with the woman in the black outfit, who gestures towards him. As the scene progresses, the man turns his attention to the woman in the colorful jacket, and they share an emotional embrace. The background features storefronts, including one with a red circular sign, and the atmosphere suggests a moment of personal significance amidst an urban setting."
+        ],
+        "level_2": [
+          "The man in the gray shirt stands near a car door, facing two women. One woman, dressed in a black outfit, gestures as if explaining something, while the other, in a colorful jacket, listens attentively. The man looks between them, seemingly processing their words. The setting is a bustling street with visible storefronts, including a barbershop and a shop with a red circular sign. The camera remains steady, focusing on the interaction between the three individuals.",
+          "The man in the gray shirt turns his attention from the woman in the black outfit to the woman in the colorful jacket. The woman in the black outfit steps back slightly, allowing the man and the other woman to engage more closely. The man places his hand on the woman's shoulder, and she responds by looking up at him. The background remains consistent with the urban street setting, featuring various shops and signs.",
+          "The man in the gray shirt embraces the woman in the colorful jacket in a heartfelt hug. She leans into him, her face showing emotion, while he holds her tightly. After a moment, they separate slightly, but the man continues to hold her gently. The woman in the black outfit is no longer in the frame, suggesting she has stepped away. The car door remains open, and the background storefronts are still visible."
+        ],
+        "level_3": [
+          "The man in the gray shirt stands outside a car, facing two women. The woman in the black outfit gestures towards him, possibly explaining something, while the woman in the colorful jacket listens. The man appears to be listening intently, his expression serious. The background shows a busy street with storefronts, including a barbershop and a shop with a red circular sign. The camera is focused on the interaction between the three individuals, capturing their body language and facial expressions.",
+          "The man in the gray shirt turns his attention from the woman in the black outfit to the woman in the colorful jacket. The woman in the black outfit steps back slightly, allowing the man and the other woman to engage more closely. The man places his hand on the woman's shoulder, and she responds by looking up at him. The background remains consistent with the urban street setting, featuring various shops and signs. The camera angle shifts slightly to emphasize the growing connection between the man and the woman in the colorful jacket.",
+          "The man in the gray shirt embraces the woman in the colorful jacket in a heartfelt hug. She leans into him, her face showing emotion, while he holds her tightly. After a moment, they separate slightly, but the man continues to hold her gently. The woman in the black outfit is no longer in the frame, suggesting she has stepped away. The car door remains open, and the background storefronts are still visible. The camera captures the emotional intensity of the moment, focusing on the man and the woman in the colorful jacket.",
+          "The man in the gray shirt and the woman in the colorful jacket continue their embrace, their bodies close and their expressions conveying deep emotion. The man gently strokes her hair, offering comfort, while she rests her head on his shoulder. The car door remains open, and the background storefronts are still visible, providing context to the urban setting. The camera maintains a steady focus on the couple, highlighting the intimacy of their interaction.",
+          "The man in the gray shirt and the woman in the colorful jacket slowly separate from their embrace. The man looks down at her with a concerned expression, while she looks up at him, her face still showing emotion. The car door remains open, and the background storefronts are still visible. The camera captures the subtle shift in their interaction, emphasizing the emotional weight of the moment as they prepare to move forward."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Is the man's hairstyle consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the man's facial expression change significantly between frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the visual features of the man (e.g., mustache, nose shape) consistent?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the man maintain the same position relative to the car door?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is there any indication that the man is a different person in any frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "openhumanvid_full_regen",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5"
+  },
+  {
+    "task_id": "mem_openhumanvid_caa2aee9b61501d66e346b858f008bf700fc70c3b04c2bdb440b9474109c1290",
+    "instance_id": "mem_openhumanvid_caa2aee9b61501d66e346b858f008bf700fc70c3b04c2bdb440b9474109c1290",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_caa2aee9b61501d66e346b858f008bf700fc70c3b04c2bdb440b9474109c1290.mp4",
+      "total_frames": 476,
+      "fps": 23.98,
+      "duration_sec": 19.85,
+      "reference_image_path": "inference_img/mem_openhumanvid_caa2aee9b61501d66e346b858f008bf700fc70c3b04c2bdb440b9474109c1290_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens in a dimly lit, vintage-style room with a large ornate mirror reflecting the scene. A woman with dark skin, wearing a long-sleeved, green and white vertically striped dress with a fitted waist, stands facing away from the camera. Her hair is styled in a neat bun. She is gently brushing the braided hair of a young girl seated in front of her. The reflection in the mirror shows the woman's focused expression as she tends to the child's hair. In the background, a man in period clothing sits on a chair, partially visible in the mirror's reflection. The lighting is soft and natural, streaming in from a window to the right, creating a serene and intimate atmosphere."
+        ],
+        "level_2": [
+          "The video begins with the woman in the green and white striped dress standing in front of a large, ornate mirror, brushing the braided hair of a young girl seated before her. The woman's dark skin and neatly styled bun are clearly visible, and her dress fits snugly at the waist. The reflection in the mirror reveals her focused expression and the braids of the child. As the scene progresses, the camera subtly shifts, revealing more of the room's vintage decor, including a table with various items and a man in period clothing sitting in the background, his reflection also visible in the mirror.",
+          "Continuing from the previous scene, the woman remains engaged in brushing the child's hair, her movements gentle and deliberate. The reflection in the mirror shows her turning slightly, offering a different angle of her face and the child's braids. The man in the background remains seated, his presence adding depth to the scene. The soft, natural light continues to illuminate the room, highlighting the intricate details of the woman's dress and the texture of the child's braids.",
+          "Finally, the woman completes brushing the child's hair, her attention fully on the task. The reflection in the mirror captures her final strokes and the serene expression on her face. The man in the background remains seated, his reflection still visible. The overall atmosphere remains calm and intimate, with the vintage room setting and soft lighting enhancing the sense of timelessness and care."
+        ],
+        "level_3": [
+          "The video opens with a woman in a green and white striped dress standing in front of a large, ornate mirror, brushing the braided hair of a young girl seated before her. The woman's dark skin and neatly styled bun are prominent, and her dress fits snugly at the waist. The reflection in the mirror shows her focused expression as she gently brushes the child's hair. The room is dimly lit with soft, natural light coming from a window to the right, creating a serene atmosphere. In the background, a man in period clothing is partially visible in the mirror's reflection, seated on a chair.",
+          "As the scene progresses, the woman continues to brush the child's hair, her movements deliberate and gentle. The camera subtly shifts, revealing more of the room's vintage decor, including a table with various items and the man in the background, whose reflection is now more visible. The woman's expression remains focused, and the intricate details of her dress and the texture of the child's braids are highlighted by the soft lighting.",
+          "The woman continues her task, occasionally turning slightly to get a better angle for brushing the child's hair. The reflection in the mirror shows her adjusting her position, maintaining her focus on the child. The man in the background remains seated, his presence adding depth to the scene. The soft, natural light continues to illuminate the room, emphasizing the intimate and caring nature of the moment.",
+          "The woman completes brushing the child's hair, her attention fully on the task. The reflection in the mirror captures her final strokes and the serene expression on her face. The man in the background remains seated, his reflection still visible. The overall atmosphere remains calm and intimate, with the vintage room setting and soft lighting enhancing the sense of timelessness and care.",
+          "In the final moments, the woman finishes brushing the child's hair, her movements gentle and deliberate. The reflection in the mirror shows her turning slightly, offering a different angle of her face and the child's braids. The man in the background remains seated, his reflection still visible. The soft, natural light continues to illuminate the room, creating a peaceful and tender conclusion to the scene."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hair remain in a bun throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How does the lighting in the room appear to change over time?",
+          "options": [
+            "A. It becomes significantly brighter",
+            "B. It remains consistently dim",
+            "C. It shifts from dim to slightly brighter",
+            "D. It becomes darker"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the woman's identity remain consistent throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:53.879585"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which feature best confirms the woman's identity persistence across segments?",
+          "options": [
+            "A. Her green and white striped dress",
+            "B. Her neatly styled bun",
+            "C. Her dark skin tone",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:53.879622"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the woman's dress consistently described across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:53.879634"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Are the three individuals clearly distinguishable across segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:53.879650"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which individual is most likely to be confused due to visibility constraints?",
+          "options": [
+            "A. The woman",
+            "B. The child",
+            "C. The man in the background",
+            "D. None"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:53.879657"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the mirror reflect the woman's focused expression as she brushes the child's hair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt explicitly states that 'the reflection in the mirror shows the woman's focused expression as she tends to the child's hair,' confirming content consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:15.124093"
+          }
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What should be reflected in the mirror when the woman turns slightly during brushing?",
+          "options": [
+            "A. Only the child’s face",
+            "B. A different angle of the woman’s face and the child’s braids",
+            "C. The entire room including the table",
+            "D. The camera lens"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Segment 3 and Segment 5 describe the woman turning slightly, and the reflection showing 'a different angle of her face and the child's braids.' This matches the expected reflection content based on movement.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:15.124148"
+          }
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "When the video transitions from Segment 1 to Segment 2, does the reflection still show the man in period clothing?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "In both Segment 1 and Segment 2, the man is described as being present and visible in the mirror’s reflection. There is no indication he leaves or changes position, so temporal consistency is maintained.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:15.124164"
+          }
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "How does the reflection of the man change across Segments 1 to 5?",
+          "options": [
+            "A. He disappears from the reflection after Segment 2",
+            "B. His reflection becomes more visible over time",
+            "C. He moves from the left to the right side of the mirror",
+            "D. He stands up in Segment 4"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Segment 1 says the man is 'partially visible,' while Segment 2 notes his reflection is 'now more visible,' indicating gradual increase in visibility without any action change—consistent with camera shift and temporal continuity.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:15.124170"
+          }
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "After the woman completes brushing the child's hair in Segment 4, does the reflection still show her focused expression?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Segment 4 states: 'the reflection in the mirror captures her final strokes and the serene expression on her face.' This implies continued presence of her facial expression in the reflection, maintaining temporal coherence.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:15.124177"
+          }
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Is the reflection of the woman's dress consistently shown as green and white striped throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The description of the dress remains unchanged across all segments, and since the mirror reflects the actual environment, it must also consistently reflect the same striped pattern.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:15.124191"
+          }
+        },
+        {
+          "question_id": "14",
+          "type": "binary",
+          "question": "When the camera shifts subtly in Segment 2, does the reflection update to include more of the room’s vintage decor?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt states that 'the camera subtly shifts, revealing more of the room's vintage decor,' and since the mirror reflects the scene, the reflection should also reflect the expanded view, maintaining viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:15.124199"
+          }
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the reflection correctly update when the woman turns slightly in Segment 3?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt states: 'the reflection in the mirror shows her adjusting her position,' confirming that the mirror updates its view to match her motion, demonstrating correct viewpoint tracking.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:15.124213"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_caa2aee9b61501d66e346b858f008bf700fc70c3b04c2bdb440b9474109c1290"
+  },
+  {
+    "task_id": "mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0",
+    "instance_id": "mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0.mp4",
+      "total_frames": 408,
+      "fps": 25.0,
+      "duration_sec": 16.32,
+      "reference_image_path": "inference_img/mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens in an opulent, 18th-century grand staircase adorned with intricate wrought-iron railings and ornate white plasterwork on the walls and ceiling. Three men dressed in period formal attire descend the sweeping staircase together. The man on the left wears a dark coat with light-colored breeches and white stockings, while the middle man dons a similar dark coat with a white cravat and light breeches. The man on the right also wears a dark coat and holds a small book or folder. All three have powdered wigs typical of the era. As they move closer to the camera, their faces and clothing details remain consistent, indicating no identity changes. The background features luxurious red carpeting on the stairs, elegant candelabras on side tables, and plush upholstered chairs with gold trim at the base of the staircase. The camera follows their descent, maintaining a steady focus on the trio as they navigate the grand space."
+        ],
+        "level_2": [
+          "The video begins with a wide shot of a grand, ornate staircase in an 18th-century setting. The staircase is decorated with elaborate wrought-iron railings and detailed white plasterwork on the walls and ceiling. A single figure in period attire descends the stairs, followed by two more individuals joining from a higher landing. The scene transitions to show three men descending together. The man on the left wears a dark coat with light breeches and white stockings, the middle man wears a dark coat with a white cravat and light breeches, and the man on the right wears a dark coat and holds a small book or folder. All three have powdered wigs. The camera pans slightly to follow their movement down the stairs. In the final part of this segment, the men continue their descent, approaching the camera with their faces and clothing details clearly visible against the backdrop of the luxurious interior, including red carpeting, candelabras, and upholstered chairs.",
+          "As the three men continue their descent down the grand staircase, the camera maintains a steady follow shot, capturing their movements in detail. The man on the left, wearing a dark coat with light breeches and white stockings, walks confidently alongside the middle man, who is dressed in a dark coat with a white cravat and light breeches. The man on the right, holding a small book or folder, matches their pace. The ornate wrought-iron railings and the intricate plasterwork on the walls and ceiling remain prominent in the background. The red carpeting on the stairs and the elegant candelabras and upholstered chairs at the base of the staircase are still visible, adding to the opulent atmosphere. The men's powdered wigs and formal attire are consistently detailed as they move closer to the camera.",
+          "In the final part of the video, the three men are now closer to the camera, continuing their descent down the grand staircase. The man on the left, with his dark coat, light breeches, and white stockings, leads slightly ahead, while the middle man, in his dark coat with a white cravat and light breeches, follows closely. The man on the right, holding a small book or folder, completes the trio. Their powdered wigs and formal attire remain consistent, and their faces are clearly visible as they approach. The ornate wrought-iron railings and the detailed plasterwork on the walls and ceiling continue to frame the scene, with the red carpeting, candelabras, and upholstered chairs at the base of the staircase providing a rich backdrop. The camera remains focused on the men, capturing their steady and deliberate movement down the stairs."
+        ],
+        "level_3": [
+          "The video opens with a wide shot of an opulent 18th-century grand staircase, featuring intricate wrought-iron railings and elaborate white plasterwork on the walls and ceiling. The red carpeting on the stairs adds a touch of luxury, and elegant candelabras and upholstered chairs with gold trim are visible at the base of the staircase. A single figure in period attire descends the stairs, followed by two more individuals joining from a higher landing, setting the stage for the main action.",
+          "Continuing from the previous scene, the three men dressed in period formal attire begin their descent down the grand staircase together. The man on the left wears a dark coat with light-colored breeches and white stockings, the middle man dons a similar dark coat with a white cravat and light breeches, and the man on the right wears a dark coat and holds a small book or folder. All three have powdered wigs typical of the era. The camera follows their movement, capturing the ornate details of the staircase and the luxurious surroundings.",
+          "As the men continue their descent, the camera maintains a steady follow shot, keeping them centered in the frame. The man on the left, with his dark coat, light breeches, and white stockings, walks confidently alongside the middle man, who is dressed in a dark coat with a white cravat and light breeches. The man on the right, holding a small book or folder, matches their pace. The ornate wrought-iron railings and the intricate plasterwork on the walls and ceiling remain prominent in the background, enhancing the grandeur of the setting.",
+          "The men are now closer to the camera, continuing their descent down the grand staircase. The man on the left leads slightly ahead, while the middle man follows closely, and the man on the right completes the trio. Their powdered wigs and formal attire are consistently detailed, and their faces are clearly visible as they move. The ornate wrought-iron railings and the detailed plasterwork on the walls and ceiling continue to frame the scene, with the red carpeting, candelabras, and upholstered chairs at the base of the staircase providing a rich backdrop.",
+          "In the final moments of the video, the three men are nearing the bottom of the grand staircase. The man on the left, with his dark coat, light breeches, and white stockings, leads the way, followed by the middle man in his dark coat with a white cravat and light breeches. The man on the right, holding a small book or folder, completes the trio. The camera remains focused on the men, capturing their steady and deliberate movement down the stairs, with the luxurious interior elements providing a consistent and opulent setting throughout."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Do all three men maintain the same powdered wig style throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of footwear do the men appear to be wearing?",
+          "options": [
+            "A. Boots",
+            "B. Shoes with buckles",
+            "C. Sandals",
+            "D. Slippers"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man holding the book/folder consistently visible and identifiable as the same person throughout the descent?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What color are the breeches worn by the man on the left?",
+          "options": [
+            "A. Black",
+            "B. White",
+            "C. Brown",
+            "D. Gray"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Do the men's coats remain unaltered in style and color as they descend the staircase?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Do all three men maintain the same facial features and powdered wig style throughout the descent?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:17:27.099074"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the man on the right consistently hold the small book or folder throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:17:27.099122"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are the three men consistently positioned left, middle, and right across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:17:27.099139"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "Which detail helps distinguish the man on the right from the others?",
+          "options": [
+            "A. He wears a cravat",
+            "B. He holds a small book or folder",
+            "C. He has a different colored coat",
+            "D. He walks slower"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:17:27.099145"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are the intricate details of the wrought-iron railings visible throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:17:27.099153"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Do the upholstered chairs at the base of the staircase reappear consistently when not occluded?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:17:27.099166"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0"
+  },
+  {
+    "task_id": "mem_openhumanvid_44d6e3ece41c19334478d27f8e5427e1aab2ccac195026cc492ea47bf6b0cec2",
+    "instance_id": "mem_openhumanvid_44d6e3ece41c19334478d27f8e5427e1aab2ccac195026cc492ea47bf6b0cec2",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_44d6e3ece41c19334478d27f8e5427e1aab2ccac195026cc492ea47bf6b0cec2.mp4",
+      "total_frames": 430,
+      "fps": 23.98,
+      "duration_sec": 17.93,
+      "reference_image_path": "inference_img/mem_openhumanvid_44d6e3ece41c19334478d27f8e5427e1aab2ccac195026cc492ea47bf6b0cec2_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens with a close-up of Captain Jack Sparrow, showcasing his iconic look: long, dreadlocked blonde hair adorned with beads and trinkets, a brown bandana tied around his forehead, a dark eye patch over his right eye, and a mustache and goatee. He wears layered necklaces with various pendants and a tattered brown pirate coat. As the camera slowly pulls back, Jack turns slightly to his right and begins walking towards the ship's wheel on a wooden deck filled with ropes and rigging. The background reveals other pirates in period attire, some holding weapons, while the ship's mast and sails are visible under a cloudy sky."
+        ],
+        "level_2": [
+          "The video begins with a tight close-up of Captain Jack Sparrow, highlighting his distinctive features: long, dreadlocked blonde hair decorated with beads and trinkets, a brown bandana on his forehead, a dark eye patch over his right eye, and a mustache and goatee. He is dressed in a tattered brown pirate coat and layered necklaces. The camera then starts to pull back as Jack turns slightly to his right and begins walking forward on the wooden deck of a ship. Other pirates in period clothing can be seen in the background, some armed, while the ship's mast and rigging are visible.",
+          "Continuing from the previous scene, Captain Jack Sparrow moves further onto the ship's deck, approaching the large wooden steering wheel. His long dreadlocks sway as he walks, and his layered necklaces catch the light. The camera follows him, revealing more of the bustling ship environment, including other pirates actively moving around and handling ropes. The ship's intricate rigging and masts dominate the background, set against a cloudy sky.",
+          "Finally, the camera pans upward and outward, capturing a wider view of the ship's deck. Captain Jack Sparrow is now positioned near the center, surrounded by his crew who are engaged in various activities such as climbing the rigging and preparing for action. The ship's sails are partially unfurled, and the atmosphere is tense, suggesting an impending adventure or battle. The detailed wooden structure of the ship and the dynamic movements of the crew emphasize the high-stakes setting."
+        ],
+        "level_3": [
+          "The video opens with an intense close-up of Captain Jack Sparrow, focusing on his unique appearance: long, dreadlocked blonde hair embellished with beads and trinkets, a brown bandana wrapped around his forehead, a dark eye patch covering his right eye, and a well-groomed mustache and goatee. He is adorned with multiple layered necklaces featuring various pendants and wears a tattered brown pirate coat. The background hints at a ship's deck with blurred figures of other pirates.",
+          "As the camera begins to pull back, Captain Jack Sparrow turns slightly to his right and starts walking forward across the wooden deck. His dreadlocks flow behind him, and his layered necklaces glint in the light. The surrounding area becomes clearer, revealing other pirates in period attire, some holding weapons, and the ship's intricate rigging and masts in the background.",
+          "Captain Jack Sparrow continues his movement toward the ship's large wooden steering wheel, which dominates the foreground. The camera follows him closely, capturing the details of his tattered coat and the way his dreadlocks sway with each step. The bustling activity of the crew around him becomes more apparent, with some pirates climbing the rigging and others preparing for action.",
+          "The camera angle shifts upward, providing a broader view of the ship's deck. Captain Jack Sparrow is now positioned near the center, with his crew actively engaged in various tasks. Some pirates are climbing the masts, while others handle ropes and prepare for an imminent event. The ship's sails are partially unfurled, and the cloudy sky above adds to the dramatic atmosphere.",
+          "The final segment showcases a wide shot of the ship's deck, with Captain Jack Sparrow standing prominently near the steering wheel. The crew is scattered across the deck, each member focused on their role, contributing to the sense of urgency and anticipation. The ship's intricate rigging and masts are fully visible, and the overall scene conveys a high-stakes maritime adventure."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does Captain Jack Sparrow maintain his long, dreadlocked hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the bandana tied around Captain Jack Sparrow's forehead?",
+          "options": [
+            "A. Red",
+            "B. Blue",
+            "C. Brown",
+            "D. Green"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the eye patch visible on Captain Jack Sparrow's right eye in both the close-up and wider shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does Captain Jack Sparrow maintain the same facial features throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:21.348781"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does Jack Sparrow’s tattered coat remain consistent in appearance across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:21.348827"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the dark eye patch over Jack Sparrow’s right eye remain present throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:21.348844"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the camera zoom out from a close-up to a wide view of the ship?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:21.348857"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "How does the camera move in the sequence?",
+          "options": [
+            "A. Only horizontal pan",
+            "B. Zoom out, follow, then upward pan",
+            "C. Rapid cuts",
+            "D. Static shots only"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:21.348863"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Are background elements like the ship's rigging and crew consistently revealed as the camera pulls back?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:21.348870"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_44d6e3ece41c19334478d27f8e5427e1aab2ccac195026cc492ea47bf6b0cec2"
+  },
+  {
+    "task_id": "mem_openhumanvid_45633dd44b52667f482c9693f9160021a4a837b55a4b940563d9aeacec01cf15",
+    "instance_id": "mem_openhumanvid_45633dd44b52667f482c9693f9160021a4a837b55a4b940563d9aeacec01cf15",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_45633dd44b52667f482c9693f9160021a4a837b55a4b940563d9aeacec01cf15.mp4",
+      "total_frames": 377,
+      "fps": 25.0,
+      "duration_sec": 15.08,
+      "reference_image_path": "inference_img/mem_openhumanvid_45633dd44b52667f482c9693f9160021a4a837b55a4b940563d9aeacec01cf15_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In a snowy outdoor setting, three women embrace warmly in front of a building with a staircase and informational posters. The woman on the left has long black hair, wears a black fur hat with snowflakes, and a black and white fur coat over a dark dress. The woman in the middle has short dark hair under a wide-brimmed dark blue hat, a light-colored coat, a grey scarf, and black gloves. The woman on the right has a short dark bob hairstyle, wears a beige trench coat with a belt, and black gloves. Snow gently falls as they hold each other closely, occasionally shifting positions but maintaining their identities and spatial relationships throughout the scene."
+        ],
+        "level_2": [
+          "The video begins with the three women standing close together in a snowy environment. The woman on the left, with long black hair, wears a black fur hat and a striking black and white fur coat. The woman in the middle, sporting short dark hair under a dark blue hat, is dressed in a light coat, grey scarf, and black gloves. The woman on the right, with a short dark bob, wears a beige trench coat and black gloves. They begin to embrace, with the woman on the left leaning into the center and the woman on the right wrapping her arms around both. As they move, their positions shift slightly, but their distinct clothing and features remain clear.",
+          "Continuing from the previous scene, the women maintain their embrace, with the woman on the left now more prominently visible in her black and white fur coat. The woman in the middle, wearing the dark blue hat and grey scarf, adjusts her stance slightly while still being embraced by the other two. The woman on the right, in her beige trench coat, keeps her arms wrapped around the group. The snowy backdrop and the building with stairs remain consistent, providing a stable spatial reference.",
+          "Finally, the women continue their warm embrace, with subtle movements that highlight their individuality despite the closeness. The woman on the left, with her distinctive fur coat, remains a focal point, while the woman in the middle, with her dark blue hat and grey scarf, shifts slightly to accommodate the movement. The woman on the right, in her beige trench coat, maintains her position, ensuring all three remain connected. The gentle snowfall and the background elements provide a serene and continuous setting."
+        ],
+        "level_3": [
+          "The video opens with the three women standing close together in a snowy outdoor setting. The woman on the left, with long black hair, wears a black fur hat and a black and white fur coat. The woman in the middle, with short dark hair under a dark blue hat, is dressed in a light coat, grey scarf, and black gloves. The woman on the right, with a short dark bob, wears a beige trench coat and black gloves. They are positioned in front of a building with a staircase and informational posters, with snow gently falling around them.",
+          "As the scene progresses, the women begin to embrace, with the woman on the left leaning into the center and the woman on the right wrapping her arms around both. The woman in the middle adjusts her stance slightly, accommodating the movement while maintaining her distinct appearance with the dark blue hat and grey scarf. The snowy environment and the building in the background remain consistent, providing a stable spatial context.",
+          "The embrace continues, with the women shifting positions slightly. The woman on the left, in her black and white fur coat, becomes more prominent as she leans further into the group. The woman in the middle, with her dark blue hat and grey scarf, adjusts her posture, while the woman on the right, in her beige trench coat, keeps her arms wrapped around the group. The gentle snowfall and the building with stairs remain visible, enhancing the serene atmosphere.",
+          "The women maintain their close embrace, with subtle movements that highlight their individuality. The woman on the left, with her distinctive fur coat, remains a focal point, while the woman in the middle, with her dark blue hat and grey scarf, shifts slightly to accommodate the movement. The woman on the right, in her beige trench coat, ensures all three remain connected, with the snowy backdrop and the building providing a continuous and stable setting.",
+          "In the final moments, the women continue their warm embrace, with slight adjustments in their positions. The woman on the left, with her black and white fur coat, remains a central figure, while the woman in the middle, with her dark blue hat and grey scarf, shifts slightly. The woman on the right, in her beige trench coat, maintains her position, ensuring the group remains connected. The gentle snowfall and the building with stairs provide a serene and continuous backdrop, concluding the scene with a sense of warmth and connection."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "multiple_choice",
+          "question": "What color is the scarf worn by the woman in the middle?",
+          "options": [
+            "A. Red",
+            "B. Grey",
+            "C. Blue",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "After the embrace, is the woman on the right (in the beige coat) still distinguishable by her short dark bob hairstyle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which woman is wearing a wide-brimmed dark blue hat?",
+          "options": [
+            "A. Woman on the left",
+            "B. Woman in the middle",
+            "C. Woman on the right",
+            "D. None of them"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the black glove visible on the left hand of the woman on the right throughout the entire sequence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Do all three women maintain their distinct identities throughout the embrace?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:58.669440"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the woman on the right consistently wear a beige trench coat?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:58.669486"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "What type of coat does the woman in the middle wear?",
+          "options": [
+            "A. Black and white fur coat",
+            "B. Beige trench coat",
+            "C. Light-colored coat",
+            "D. Dark dress"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:58.669493"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "Which woman adjusts her stance slightly while being embraced?",
+          "options": [
+            "A. The woman on the left",
+            "B. The woman in the middle",
+            "C. The woman on the right",
+            "D. All three"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:58.669508"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the building with the staircase remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:58.669517"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_45633dd44b52667f482c9693f9160021a4a837b55a4b940563d9aeacec01cf15"
+  },
+  {
+    "task_id": "mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5",
+    "instance_id": "mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5.mp4",
+      "total_frames": 449,
+      "fps": 25.0,
+      "duration_sec": 17.96,
+      "reference_image_path": "inference_img/mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In a dimly lit office with wooden paneling and a large map on the wall, two men are present. Man A, wearing a dark blue button-up jacket with visible buttons and sporting short dark hair and a mustache, is initially seated at a desk with a green lamp and papers. Man B, dressed in a brown three-piece suit (jacket, vest, trousers), white shirt, and a striped blue/purple tie, stands beside him. The camera follows as Man A rises from his chair and they both turn to face a window with intricate lattice designs. As they walk toward the window, Man A adjusts his collar while Man B looks out thoughtfully. The background includes a wooden chair, a filing cabinet, and soft lighting from table lamps."
+        ],
+        "level_2": [
+          "The video opens in a formal office setting where Man A, in a dark blue jacket and mustache, is seated at a desk with a green lamp and papers. Man B, in a brown three-piece suit and striped tie, stands nearby. Man A gestures slightly before standing up and turning to face the window. The camera pans to follow their movement as they walk together toward the window, which has decorative lattice panels. Man A adjusts his collar while Man B looks out pensively. The room features wooden paneling, a large map on the wall, and soft lighting from table lamps.",
+          "Continuing from the previous scene, Man A and Man B are now standing side by side near the window. Man A, still in his dark blue jacket, adjusts his collar while looking out the window. Man B, in his brown suit, also gazes outward, appearing contemplative. The camera remains steady, capturing their expressions and the intricate details of the window's lattice design. The background includes a brick column and additional table lamps, maintaining the formal atmosphere of the office.",
+          "Finally, the two men remain by the window, continuing their silent observation. Man A, with his dark blue jacket and mustache, keeps his hand near his collar, occasionally glancing around. Man B, in his brown suit and striped tie, maintains a thoughtful expression, looking out the window. The camera subtly shifts to highlight their profiles against the backdrop of the lattice windows and soft lighting, emphasizing their composed demeanor and the continuity of their interaction."
+        ],
+        "level_3": [
+          "The video begins with Man A, wearing a dark blue button-up jacket and sporting a mustache, seated at a desk in a dimly lit office. A green lamp and papers are on the desk, and a large map hangs on the wall behind him. Man B, dressed in a brown three-piece suit with a striped tie, stands beside him. The camera captures their initial positioning, focusing on the formal setting with wooden paneling and a filing cabinet in the background.",
+          "Man A rises from his chair and turns to face Man B, who remains standing. The camera follows their movement as they begin to walk toward the window. The office environment is detailed with a wooden chair, a green lamp, and soft lighting from table lamps. The transition sets the stage for their shift in focus from the desk to the window.",
+          "As they approach the window, the camera pans to capture their profiles. Man A, in his dark blue jacket, adjusts his collar while looking out the window with a thoughtful expression. Man B, in his brown suit, stands beside him, also gazing outward. The intricate lattice design of the window and the brick column outside become prominent in the frame, adding depth to the scene.",
+          "The camera continues to follow Man A and Man B as they stand by the window. Man A maintains his posture, occasionally adjusting his collar, while Man B looks out pensively. The background includes additional table lamps and the lattice windows, reinforcing the formal and contemplative atmosphere of the office.",
+          "In the final segment, the two men remain by the window, their expressions reflecting a sense of contemplation. Man A, with his dark blue jacket and mustache, keeps his hand near his collar, while Man B, in his brown suit, continues to look out thoughtfully. The camera subtly shifts to emphasize their profiles against the backdrop of the lattice windows and soft lighting, concluding the scene with a sense of quiet reflection."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does Man B's tie maintain the same blue/purple striped pattern throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of suit is Man B wearing?",
+          "options": [
+            "A. Two-piece",
+            "B. Three-piece",
+            "C. Four-piece",
+            "D. No suit"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is there any indication that either man changes his clothing or hairstyle during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does Man A wear the same dark blue button-up jacket throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:32.439464"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "Which accessory does Man B consistently wear across all segments?",
+          "options": [
+            "A. Striped blue/purple tie",
+            "B. Red scarf",
+            "C. Glasses",
+            "D. Hat"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:32.439498"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Are Man A and Man B distinguishable by their clothing and features throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:32.439511"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the office setting include a large map on the wall in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:32.439526"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera follow the characters as they move from the desk to the window?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:32.439539"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What kind of camera motion is used during the transition from desk to window?",
+          "options": [
+            "A. Zoom in",
+            "B. Pan",
+            "C. Vertical tilt",
+            "D. Static shot"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:32.439545"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is the striped blue/purple tie of Man B visible in the reflection when he looks out the window?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Man B is described as wearing a striped blue/purple tie, and he is standing close to the window with his face turned outward. The reflection should capture his full upper body, including the tie, as part of the mirrored image of the scene.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:02.271982"
+          }
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "What should be reflected in the window when the camera captures Man A adjusting his collar?",
+          "options": [
+            "A. The wooden paneling and the filing cabinet",
+            "B. The lattice design of the window itself",
+            "C. The soft lighting from the table lamps",
+            "D. The outdoor scenery beyond the window"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The reflection in the window should mirror the indoor environment behind the characters. The wooden paneling and filing cabinet are part of the office setting and would be visible in the reflection, whereas the lattice design is part of the window frame and may appear in the foreground but not as a reflection. The outdoor scenery is visible directly, not reflected.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:02.271989"
+          }
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Does the reflection show the green lamp on the desk when Man A walks toward the window?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "As Man A moves from the desk toward the window, the desk with the green lamp remains in the room. If the window reflects the interior, the lamp should be visible in the reflection when the camera angle allows it, especially during the transition from Segment 1 to Segment 2.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:02.271996"
+          }
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "If the window reflection appears in Segment 3 and again in Segment 5, does it consistently show Man A adjusting his collar?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "In both Segment 3 and Segment 5, Man A is described as keeping his hand near his collar, suggesting continuous action. The reflection should maintain this detail across time, showing consistency in the depicted behavior over the duration of the scene.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:02.272006"
+          }
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "How should the reflection change between Segment 2 and Segment 4 if the camera follows the men to the window?",
+          "options": [
+            "A. It should remain static with no changes",
+            "B. It should reflect the movement of Man A rising and walking",
+            "C. It should only show the lattice pattern",
+            "D. It should show the outdoor view instead of the interior"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "From Segment 2 to Segment 4, the men move from the desk to the window. The reflection in the window should update dynamically to reflect their movement, showing Man A rising and walking toward the window, maintaining temporal coherence with the real-world motion.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:02.272013"
+          }
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the reflection in the window show Man B's contemplative expression consistently across Segments 3 and 4?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Man B is described as looking out thoughtfully in both Segment 3 and Segment 4. Since his facial expression and posture do not change significantly, the reflection should preserve this consistent state over time.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:02.272020"
+          }
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When the camera returns to a similar position in Segment 5 as in Segment 3, does the reflection show the same content?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Since the camera returns to a comparable viewpoint and the characters’ positions and actions have not changed significantly, the reflection should remain consistent with earlier segments, showing the same spatial relationships and visual details.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:02.272033"
+          }
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "When the camera shifts to highlight the profiles of Man A and Man B against the lattice windows, what should the reflection show?",
+          "options": [
+            "A. Their backs facing the camera",
+            "B. Their faces and upper bodies in profile",
+            "C. The exterior brick column",
+            "D. The green lamp on the desk"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The camera focuses on their profiles, meaning the reflection should show their side-facing views. The reflection must match the actual orientation of the characters as seen from the camera’s new angle, capturing their facial expressions and attire correctly.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:02.272046"
+          }
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Does the reflection in the window show the correct orientation of Man B’s striped tie when the camera angle changes to a side view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt specifies that Man B wears a striped blue/purple tie, and the camera shifts to a side view. The reflection should accurately depict the tie’s position and stripe pattern from that angle, maintaining proper viewpoint alignment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:02.272053"
+          }
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "If the camera moves closer to the window in Segment 4, how should the reflection change?",
+          "options": [
+            "A. It should become clearer and show more detail of the interior",
+            "B. It should show less of the room and more of the outdoor scenery",
+            "C. It should disappear entirely",
+            "D. It should reflect only the lattice design"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Moving closer to the window increases the field of view of the reflection. The reflection should show more detailed elements of the interior, such as the map, desk, and clothing textures, due to improved resolution and proximity.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:02.272059"
+          }
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "When the camera returns to a previous position in Segment 5, is the reflection consistent with its earlier appearance in Segment 3?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Since the camera returns to a similar position and the characters remain in the same pose, the reflection should reproduce the same visual content as before, ensuring viewpoint memory consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:02.272065"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5"
+  },
+  {
+    "task_id": "mem_openhumanvid_8ae37cf1302690f05069bc82d5cc4d8502f32b3ea4fe097764698fe50147f2be",
+    "instance_id": "mem_openhumanvid_8ae37cf1302690f05069bc82d5cc4d8502f32b3ea4fe097764698fe50147f2be",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_8ae37cf1302690f05069bc82d5cc4d8502f32b3ea4fe097764698fe50147f2be.mp4",
+      "total_frames": 451,
+      "fps": 23.98,
+      "duration_sec": 18.81,
+      "reference_image_path": "inference_img/mem_openhumanvid_8ae37cf1302690f05069bc82d5cc4d8502f32b3ea4fe097764698fe50147f2be_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In an industrial setting with large stainless steel tanks and red piping, two men stand facing each other. The man on the left has dark, slightly curly hair, light stubble, and wears a dark olive-green jacket with visible buttons and pockets. The man on the right is bald, wears glasses, has a goatee, and is dressed in a dark blue or black plaid long-sleeve shirt. He holds a long-handled tool with a mesh-like scoop at the end. Throughout the video, the man on the right manipulates the tool, gesturing with it as he speaks, while the man on the left remains stationary, attentively listening. The background features control panels with illuminated buttons and gauges, and the lighting is dim with a focus on the two figures."
+        ],
+        "level_2": [
+          "The video begins with the two men standing in an industrial environment, characterized by large metallic tanks and red structural elements. The man on the left, with dark curly hair and light stubble, wears a dark olive-green jacket and listens intently. The man on the right, bald with a goatee and wearing glasses and a dark plaid shirt, holds a long-handled tool with a mesh scoop. He starts to gesture with the tool, explaining something as he moves it slightly. The camera remains steady, focusing on their interaction against the backdrop of industrial equipment.",
+          "Continuing from the initial scene, the man on the right becomes more animated with his gestures, using the tool to emphasize his points. The man on the left maintains his position, his expression shifting subtly as he processes the information. The background remains consistent, with the stainless steel tanks and control panels providing context to their discussion. The lighting continues to highlight the two figures, keeping the focus on their interaction.",
+          "In the final part of the sequence, the man on the right continues to use the tool, now pointing it towards the tank behind them, possibly indicating a specific feature or process. The man on the left nods slightly, showing understanding or agreement. The camera angle remains fixed, capturing the detailed expressions and movements of both men, with the industrial setting providing a constant, unchanging backdrop."
+        ],
+        "level_3": [
+          "The video opens with the two men positioned in an industrial facility, surrounded by large stainless steel tanks and red piping. The man on the left, sporting dark curly hair and light stubble, is dressed in a dark olive-green jacket. He stands calmly, facing the man on the right, who is bald, wears glasses, and has a goatee, dressed in a dark plaid shirt. The man on the right holds a long-handled tool with a mesh scoop, beginning to gesture with it as he speaks, drawing the attention of the other man.",
+          "As the scene progresses, the man on the right becomes more expressive with his tool, moving it in various directions to illustrate his points. His facial expressions become more animated, suggesting he is explaining something important. The man on the left remains attentive, his posture steady, occasionally nodding in response. The background, with its industrial equipment and control panels, remains unchanged, maintaining the setting's authenticity.",
+          "The interaction continues with the man on the right using the tool to point towards the large tank behind them, possibly highlighting a specific aspect of their work. His gestures are deliberate, and his tone seems to convey urgency or importance. The man on the left listens intently, his expression reflecting engagement and understanding. The camera stays focused on the two, ensuring their interaction remains the central element of the scene.",
+          "Moving into the next phase, the man on the right shifts the tool's position, now holding it closer to his body while continuing his explanation. His gestures are less expansive but remain purposeful. The man on the left maintains his stance, his gaze fixed on the other man, indicating active participation in the conversation. The industrial setting, with its metallic surfaces and red pipes, provides a consistent and immersive backdrop.",
+          "Finally, the man on the right concludes his explanation, holding the tool still as he looks directly at the man on the left. The man on the left nods slightly, signaling comprehension or agreement. The scene ends with both men standing in the same positions, the industrial environment unchanged, emphasizing the continuity and focus of their interaction throughout the video."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by the man on the right?",
+          "options": [
+            "A. Red",
+            "B. Blue",
+            "C. Black",
+            "D. Plaid (blue and black)"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the man on the right's bald head and glasses consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the man on the left change his position or orientation relative to the camera during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the man on the left maintain his dark curly hair and light stubble throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:17.978800"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man on the right continue to wear the same dark plaid long-sleeve shirt throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:17.978849"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Is the tool held by the man on the right always described as having a mesh-like scoop at the end?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:17.978864"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "How does the tool's usage change across segments?",
+          "options": [
+            "A. It disappears in Segment 4",
+            "B. It is modified to have a different head",
+            "C. It is consistently used with gestures and pointing",
+            "D. It is dropped and not picked up again"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:17.978870"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_8ae37cf1302690f05069bc82d5cc4d8502f32b3ea4fe097764698fe50147f2be"
+  },
+  {
+    "task_id": "mem_openhumanvid_648172ff667b555bdbe841c37896d863b957129f8ba0f72df65ef44490d1d632",
+    "instance_id": "mem_openhumanvid_648172ff667b555bdbe841c37896d863b957129f8ba0f72df65ef44490d1d632",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_648172ff667b555bdbe841c37896d863b957129f8ba0f72df65ef44490d1d632.mp4",
+      "total_frames": 462,
+      "fps": 25.0,
+      "duration_sec": 18.48,
+      "reference_image_path": "inference_img/mem_openhumanvid_648172ff667b555bdbe841c37896d863b957129f8ba0f72df65ef44490d1d632_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens with a close-up shot of a woman seated in a dimly lit room, her face softly illuminated by ambient light. She has medium-length dark hair pulled back, revealing her delicate features. She is wearing a light-colored floral short-sleeve dress with a subtle pattern, a thin gold necklace with a small pendant, and a ring on her left ring finger. A beige handbag rests on her lap. Initially, she appears contemplative, looking down at the handbag. She then reaches into the bag and retrieves a smartphone, which she holds in her right hand. The background is blurred, but hints of warm, muted colors suggest a cozy, intimate setting. She brings the phone to her ear and begins a conversation, her expression shifting subtly as she listens and speaks."
+        ],
+        "level_2": [
+          "The video begins with a close-up of a woman seated in a dimly lit room, her face softly illuminated. She has medium-length dark hair pulled back, wearing a light-colored floral short-sleeve dress with a subtle pattern, a thin gold necklace with a small pendant, and a ring on her left ring finger. A beige handbag rests on her lap. She appears contemplative, looking down at the handbag. In the next segment, she reaches into the bag and retrieves a smartphone, holding it in her right hand. The final segment shows her bringing the phone to her ear, beginning a conversation. Her expression changes slightly as she engages in the call, indicating attentiveness and involvement in the conversation."
+        ],
+        "level_3": [
+          "The video opens with a close-up shot of a woman seated in a dimly lit room, her face softly illuminated by ambient light. She has medium-length dark hair pulled back, revealing her delicate features. She is wearing a light-colored floral short-sleeve dress with a subtle pattern, a thin gold necklace with a small pendant, and a ring on her left ring finger. A beige handbag rests on her lap. Initially, she appears contemplative, looking down at the handbag.",
+          "Continuing from the previous scene, the woman reaches into the beige handbag resting on her lap and retrieves a smartphone. She holds the phone in her right hand, examining it briefly before preparing to make a call.",
+          "The woman brings the smartphone to her ear, beginning a conversation. Her expression shifts subtly as she listens and speaks, indicating attentiveness and involvement in the discussion. The background remains blurred, maintaining the intimate atmosphere.",
+          "As the conversation continues, her facial expressions change slightly, reflecting her engagement and emotional response to the dialogue. The lighting remains consistent, highlighting her features and the details of her attire.",
+          "Finally, the woman maintains her focus on the conversation, her posture steady and her expression thoughtful. The beige handbag remains on her lap, and the overall ambiance of the room stays warm and subdued, emphasizing the personal nature of the interaction."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman pick up a phone from off-screen to make a call?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the phone the woman uses for the call?",
+          "options": [
+            "A. Silver",
+            "B. Gold",
+            "C. Rose Gold",
+            "D. Black"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the phone visible in the woman's hand throughout the entire call?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which accessory remains consistently visible on the woman's left hand during the call?",
+          "options": [
+            "A. Ring",
+            "B. Bracelet",
+            "C. Watch",
+            "D. Necklace"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman’s floral dress remain visible throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:21:09.859680"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Is the beige handbag present on the woman’s lap in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:21:09.859738"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "What happens to the handbag when the woman reaches into it?",
+          "options": [
+            "A. It disappears from view",
+            "B. It remains on her lap",
+            "C. It changes color",
+            "D. It transforms into another object"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:21:09.859745"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the handbag reappear in its original form after being partially occluded?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:21:09.859754"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the background remain consistent across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:21:09.859768"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_648172ff667b555bdbe841c37896d863b957129f8ba0f72df65ef44490d1d632"
+  },
+  {
+    "task_id": "mem_openhumanvid_e49eaf7fb50ac654a3b5f1f1ec97b36bce3174aa741015475573ce357ca8bb5d",
+    "instance_id": "mem_openhumanvid_e49eaf7fb50ac654a3b5f1f1ec97b36bce3174aa741015475573ce357ca8bb5d",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_e49eaf7fb50ac654a3b5f1f1ec97b36bce3174aa741015475573ce357ca8bb5d.mp4",
+      "total_frames": 386,
+      "fps": 25.0,
+      "duration_sec": 15.44,
+      "reference_image_path": "inference_img/mem_openhumanvid_e49eaf7fb50ac654a3b5f1f1ec97b36bce3174aa741015475573ce357ca8bb5d_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens with a close-up shot of a man in a green pinstripe suit jacket and white shirt, seated on a striped armchair. He has short black hair and wears a silver wristwatch on his left wrist. In his right hand, he holds a silver-colored handgun, which he manipulates while looking down at it. A woman with curly dark hair, wearing a sleeveless pink top, leans closely against him, her head resting near his shoulder as she appears to whisper or speak softly to him. The background features a light-colored wall and the armchair's vertical striped pattern. The camera remains steady, focusing on the interaction between the two individuals and the man's handling of the gun."
+        ],
+        "level_2": [
+          "The video begins with the man in the green pinstripe suit seated on a striped armchair, holding a silver-colored handgun in his right hand. His short black hair and silver wristwatch are clearly visible. The woman in the pink sleeveless top leans into him, her head near his shoulder as if speaking to him. The man looks down at the gun, manipulating it slightly while maintaining a calm expression. The background remains consistent with a light-colored wall and the armchair's vertical stripes. The camera stays focused on the pair, capturing their subtle movements and the tension in the scene.",
+          "Continuing from the previous scene, the man in the green suit continues to hold the handgun, now raising it slightly as if preparing to use it. His gaze shifts from the gun to the woman beside him, who remains close, her head still near his shoulder. The man's expression becomes more serious, and he seems to be communicating with the woman, possibly giving instructions. The camera angle remains steady, emphasizing the interaction between the two and the growing intensity of the situation.",
+          "Finally, the man in the green suit maintains his grip on the handgun, now pointing it slightly forward. The woman in the pink top continues to lean against him, her proximity suggesting a deep connection or dependency. The man's expression is firm, and he appears to be speaking to the woman, who listens intently. The background remains unchanged, with the striped armchair and light-colored wall providing a stable setting. The camera remains focused on the pair, highlighting the final moments of their interaction."
+        ],
+        "level_3": [
+          "The video opens with a close-up of a man in a green pinstripe suit jacket and white shirt, seated on a striped armchair. He has short black hair and wears a silver wristwatch on his left wrist. In his right hand, he holds a silver-colored handgun, which he examines closely. A woman with curly dark hair, wearing a sleeveless pink top, leans against him, her head near his shoulder as if whispering to him. The background features a light-colored wall and the armchair's vertical stripes. The camera remains steady, focusing on the man's hands and the woman's proximity.",
+          "As the scene progresses, the man in the green suit continues to manipulate the handgun in his right hand, his fingers adjusting its position. His gaze remains fixed on the weapon, and his expression is calm but focused. The woman beside him remains close, her head still near his shoulder, suggesting an intimate or tense moment. The camera angle stays consistent, capturing the subtle movements of the man's hands and the woman's slight shifts in posture.",
+          "The man in the green suit raises the handgun slightly, his right hand gripping it firmly. His eyes shift from the gun to the woman beside him, who continues to lean against him. The man's expression becomes more serious, and he appears to be speaking to the woman, possibly giving instructions. The woman listens intently, her head still near his shoulder. The background remains unchanged, with the striped armchair and light-colored wall providing a stable setting.",
+          "The man in the green suit maintains his grip on the handgun, now pointing it slightly forward. His expression is firm, and he continues to communicate with the woman beside him, who remains close, her head near his shoulder. The woman listens attentively, her body language suggesting a deep connection or dependency. The camera remains focused on the pair, emphasizing the intensity of the moment.",
+          "In the final moments of the video, the man in the green suit keeps the handgun pointed slightly forward, his right hand steady. The woman in the pink top continues to lean against him, her head near his shoulder, indicating a sense of trust or reliance. The man's expression remains serious, and he appears to be speaking to the woman, who listens intently. The background remains consistent, with the striped armchair and light-colored wall providing a stable setting. The camera stays focused on the pair, capturing the culmination of their interaction."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man continue to hold the same silver-colored handgun throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the man's left wristwatch visible in all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "How does the man manipulate the handgun?",
+          "options": [
+            "A. He rotates it in his hand",
+            "B. He points it upwards",
+            "C. He adjusts the grip and aims it",
+            "D. He hides it under his jacket"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the man's facial expression change from neutral to serious while handling the gun?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man maintain the same short black hair throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:21:05.625783"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Is the handgun consistently described as silver-colored across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:21:05.625830"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Is the silver wristwatch mentioned in both Level 1 and Level 3 prompts?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:21:05.625845"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the background remain consistent across all five segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:21:05.625860"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_e49eaf7fb50ac654a3b5f1f1ec97b36bce3174aa741015475573ce357ca8bb5d"
+  },
+  {
+    "task_id": "mem_openhumanvid_e4d23edb0f34bdd2c5f7282819eec3d83ff0a11016abed20074b8dfdd892b67e",
+    "instance_id": "mem_openhumanvid_e4d23edb0f34bdd2c5f7282819eec3d83ff0a11016abed20074b8dfdd892b67e",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_e4d23edb0f34bdd2c5f7282819eec3d83ff0a11016abed20074b8dfdd892b67e.mp4",
+      "total_frames": 396,
+      "fps": 25.0,
+      "duration_sec": 15.84,
+      "reference_image_path": "inference_img/mem_openhumanvid_e4d23edb0f34bdd2c5f7282819eec3d83ff0a11016abed20074b8dfdd892b67e_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video depicts two men dressed in traditional attire standing near an old stone well in a courtyard with red walls adorned with intricate gray and gold patterns. Both men have long dark hair tied back. They wear matching blue long-sleeved shirts, dark gray vests, black loose-fitting pants, and black flat shoes. One man wears white cloth gloves on his left hand, while the other holds a small bundle of sticks or twigs. The scene begins with them facing each other, seemingly engaged in conversation. The man holding the bundle gestures slightly as they talk. Eventually, the man without gloves exits the frame to the right, leaving the other man alone. He then sits down on the edge of the well, looking contemplative."
+        ],
+        "level_2": [
+          "The video opens with two men in traditional attire standing near a stone well in a courtyard with red walls featuring ornate gray and gold designs. Both men have long dark hair tied back and are dressed in blue long-sleeved shirts, gray vests, black pants, and black flat shoes. One man wears white gloves on his left hand, while the other holds a small bundle of sticks. They face each other, appearing to converse, with the man holding the bundle gesturing subtly. As the interaction continues, the man without gloves turns and walks out of the frame to the right. The remaining man stands for a moment, then moves to sit on the edge of the well, looking down thoughtfully.",
+          "Continuing from the previous scene, the man who was left alone by the well now sits down on its edge. He is still wearing his blue shirt, gray vest, black pants, and black shoes, with the white glove visible on his left hand. His posture suggests he is reflecting or waiting. The background remains consistent, with the red wall and decorative patterns clearly visible. The camera remains steady, focusing on the man as he settles into a seated position.",
+          "Finally, the man remains seated on the edge of the well, looking down at the ground. His posture is relaxed but thoughtful, with his hands resting on his lap. The white glove on his left hand is still prominent. The surrounding environment, including the stone well and the red wall with intricate designs, remains unchanged. The lighting is natural, suggesting it is daytime, and the overall atmosphere is calm and reflective."
+        ],
+        "level_3": [
+          "The video begins with two men in traditional attire standing near a stone well in a courtyard. The man on the left wears white gloves on his left hand and holds a small bundle of sticks, while the man on the right has no gloves and appears to be listening. Both are dressed in blue shirts, gray vests, black pants, and black shoes. They face each other, seemingly engaged in a quiet conversation. The background features a red wall with ornate gray and gold patterns, and the well is made of weathered stone.",
+          "As the conversation continues, the man without gloves gestures slightly with his free hand while speaking. The man holding the bundle listens attentively, nodding occasionally. The setting remains the same, with the stone well and red wall providing a static backdrop. The camera remains focused on the two men, capturing their subtle movements and expressions.",
+          "The man without gloves then turns and walks out of the frame to the right, leaving the other man alone by the well. The man who remains looks down briefly, then begins to move toward the well's edge. The camera follows his movement slightly, maintaining focus on him as he approaches the well.",
+          "The man sits down on the edge of the well, his posture relaxed but contemplative. He looks down at the ground, his hands resting on his lap. The white glove on his left hand is still visible, and his blue shirt and gray vest remain unchanged. The background, including the red wall and decorative patterns, stays consistent throughout.",
+          "Finally, the man remains seated on the edge of the well, looking down thoughtfully. His body language suggests he is reflecting or waiting. The camera remains steady, capturing the serene and contemplative mood of the scene. The stone well and red wall with intricate designs continue to frame the shot, emphasizing the peaceful atmosphere."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "After the man with the bundle of sticks exits the frame, does the remaining man retain his white glove on his left hand?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the shirts worn by both men?",
+          "options": [
+            "A. Red",
+            "B. Blue",
+            "C. Gray",
+            "D. Black"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the man who sits down on the well's edge still have the same hairstyle as before?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the main accessory visible on one of the men?",
+          "options": [
+            "A. A hat",
+            "B. A watch",
+            "C. White gloves",
+            "D. A necklace"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the bundle of sticks or twigs still visible in the hands of the man who exited the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the man who remains by the well after the other leaves have white gloves on his left hand?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:25.649630"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which man is described as holding a bundle of sticks?",
+          "options": [
+            "A. The man with gloves",
+            "B. The man without gloves",
+            "C. Both men",
+            "D. Neither man"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:25.649664"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the man sitting on the well still wear his blue shirt and gray vest?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:25.649677"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What color are the pants worn by both men?",
+          "options": [
+            "A. Gray",
+            "B. Black",
+            "C. Blue",
+            "D. Brown"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:25.649684"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is the bundle of sticks still held by the man after he exits the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:25.649693"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which accessory is retained by the man who stays at the well?",
+          "options": [
+            "A. Bundle of sticks",
+            "B. White glove",
+            "C. Both",
+            "D. Neither"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:25.649700"
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Does the red wall with ornate patterns remain visible in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:25.649707"
+        },
+        {
+          "question_id": "13",
+          "type": "multiple_choice",
+          "question": "What is the primary material of the well?",
+          "options": [
+            "A. Wood",
+            "B. Metal",
+            "C. Weathered stone",
+            "D. Brick"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:25.649725"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_e4d23edb0f34bdd2c5f7282819eec3d83ff0a11016abed20074b8dfdd892b67e"
+  },
+  {
+    "task_id": "mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2",
+    "instance_id": "mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2.mp4",
+      "total_frames": 365,
+      "fps": 24.0,
+      "duration_sec": 15.21,
+      "reference_image_path": "inference_img/mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens in a bright, modern hallway with white walls and large arched doorways. A group of elegantly dressed individuals is walking towards the camera. In the foreground, a woman in an orange and black vertically striped off-shoulder jumpsuit, paired with black high-heeled sandals and large hoop earrings, turns her back to the camera as she walks. She then stops, turns around to face a man in a pink suit, and they shake hands. Another woman in a leopard print top and white pants stands nearby, observing the interaction. As the scene progresses, more people join the group, including a woman in a black lace dress holding a white folder and a man in a purple outfit. The background features tall black vases and a well-lit interior space with shelves displaying various items."
+        ],
+        "level_2": [
+          "The video begins with a group of people walking down a bright, modern hallway. The focus is on a woman wearing an orange and black vertically striped off-shoulder jumpsuit, black high-heeled sandals, and large hoop earrings. She initially walks away from the camera, then turns around to greet a man in a pink suit. They shake hands as another woman in a leopard print top and white pants stands beside them. The camera follows their movement as they stop and engage in conversation. In the background, other individuals begin to appear, including a woman in a black lace dress holding a white folder and a man in a purple outfit.",
+          "Continuing from the previous scene, the group remains in the same bright hallway. The woman in the orange and black striped jumpsuit continues to interact with the man in the pink suit, gesturing with her hand as they converse. The woman in the leopard print top and white pants remains by their side, observing the exchange. The camera angle shifts slightly to include more of the background, where additional people are entering the scene, including a woman in a black lace dress and a man in a purple outfit. The atmosphere is formal and elegant, with the group appearing to be engaged in a significant discussion.",
+          "Finally, the scene concludes with the group still gathered in the hallway. The woman in the orange and black striped jumpsuit is now facing the camera directly, continuing her conversation with the man in the pink suit. The woman in the leopard print top and white pants stands close by, while the woman in the black lace dress and the man in the purple outfit are positioned further back, observing the interaction. The camera remains steady, capturing the formal and composed demeanor of all individuals. The background remains consistent, with tall black vases and a well-lit interior space visible throughout."
+        ],
+        "level_3": [
+          "The video opens with a group of elegantly dressed individuals walking down a bright, modern hallway. The camera focuses on a woman wearing an orange and black vertically striped off-shoulder jumpsuit, black high-heeled sandals, and large hoop earrings. She walks away from the camera, then turns around to greet a man in a pink suit. The hallway is adorned with tall black vases and features a well-lit interior space with shelves displaying various items in the background.",
+          "As the scene progresses, the woman in the orange and black striped jumpsuit shakes hands with the man in the pink suit. Another woman, dressed in a leopard print top and white pants, stands beside them, observing the interaction. The camera follows their movement, capturing the formal and composed demeanor of the group. In the background, other individuals begin to appear, including a woman in a black lace dress holding a white folder.",
+          "The group continues to gather in the hallway, with the woman in the orange and black striped jumpsuit engaging in conversation with the man in the pink suit. The woman in the leopard print top and white pants remains by their side, while the woman in the black lace dress and the man in the purple outfit are now more prominently visible in the background. The camera angle shifts slightly to include these new arrivals, maintaining the formal and elegant atmosphere of the scene.",
+          "The interaction between the woman in the orange and black striped jumpsuit and the man in the pink suit continues, with the woman gesturing as they converse. The woman in the leopard print top and white pants stands close by, while the woman in the black lace dress and the man in the purple outfit observe the exchange. The background remains consistent, with the tall black vases and well-lit interior space providing a sophisticated setting.",
+          "The scene concludes with the group still gathered in the hallway. The woman in the orange and black striped jumpsuit faces the camera directly, continuing her conversation with the man in the pink suit. The woman in the leopard print top and white pants stands close by, while the woman in the black lace dress and the man in the purple outfit are positioned further back, observing the interaction. The camera remains steady, capturing the formal and composed demeanor of all individuals, with the background elements remaining consistent throughout."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman in the orange and black striped outfit maintain the same hairstyle (long dark hair tied back) before and after turning around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the jumpsuit worn by the main person in the video?",
+          "options": [
+            "A. Orange",
+            "B. Black",
+            "C. White",
+            "D. Pink"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the large hoop earrings visible on the woman's ears both before and after she turns around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of footwear is the woman wearing in the video?",
+          "options": [
+            "A. Sandals",
+            "B. High heels",
+            "C. Sneakers",
+            "D. Flats"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the pattern on the woman's jumpsuit (orange and black stripes) remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the woman in the orange and black striped jumpsuit maintain her identity when she turns to face the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:49.412706"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the challenge in maintaining the woman's identity across segments?",
+          "options": [
+            "A. Her clothing changes color",
+            "B. She disappears and reappears",
+            "C. Her orientation changes significantly",
+            "D. She is replaced by another person"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:49.412751"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the woman in the striped jumpsuit wear the same outfit throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:49.412763"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What aspect of the woman’s attire must remain unchanged for consistency?",
+          "options": [
+            "A. Hair color",
+            "B. Striped pattern and accessories",
+            "C. Shoe brand",
+            "D. Makeup style"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:49.412770"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are the individuals in the group distinguishable by their clothing and positioning?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:49.412786"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which individual is consistently observed standing beside the main pair?",
+          "options": [
+            "A. Woman in black lace dress",
+            "B. Man in purple outfit",
+            "C. Woman in leopard print top",
+            "D. Woman in striped jumpsuit"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:49.412794"
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Do the tall black vases appear in every segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:49.412802"
+        },
+        {
+          "question_id": "13",
+          "type": "multiple_choice",
+          "question": "Which background element must persist across all segments to ensure consistency?",
+          "options": [
+            "A. A moving light source",
+            "B. Tall black vases",
+            "C. Changing wall colors",
+            "D. Animated shelves"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:49.412808"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2"
+  },
+  {
+    "task_id": "mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53",
+    "instance_id": "mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53.mp4",
+      "total_frames": 894,
+      "fps": 50.0,
+      "duration_sec": 17.88,
+      "reference_image_path": "inference_img/mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In a well-lit indoor setting, an adult male wearing a brown t-shirt and glasses stands observing two children in matching yellow polo shirts. The boy gestures animatedly towards a poster on the wall, engaging in a conversation with the girl beside him. The adult remains attentive, occasionally nodding, while the children appear to be explaining or discussing the content of the poster. The background features a potted plant and hanging bags, adding to the casual, educational atmosphere."
+        ],
+        "level_2": [
+          "The scene opens with the adult male standing to the left, hands clasped, as he looks down at the two children. The boy, positioned in the center, begins to speak and gesture towards the poster, drawing the girl's attention. The girl, on the right, listens intently, her expression focused. The adult maintains his posture, observing the interaction between the children.",
+          "As the boy continues to explain, pointing at specific parts of the poster, the girl turns her head slightly to follow his gestures. The adult shifts his gaze between the children and the poster, showing interest in their discussion. The environment remains consistent, with the posters and decorations providing context to their interaction.",
+          "The boy becomes more animated, using both hands to emphasize his points, while the girl nods subtly, indicating understanding. The adult leans slightly forward, appearing more engaged. The camera remains steady, capturing the dynamic exchange between the three individuals."
+        ],
+        "level_3": [
+          "The video begins with the adult male standing on the left, wearing a brown t-shirt and glasses, hands clasped. To his right are two children in yellow polo shirts. The boy starts speaking and gesturing towards a poster on the wall, while the girl stands beside him, listening attentively. The background includes a potted plant and hanging bags, suggesting a casual, educational setting.",
+          "The boy continues to point at the poster, explaining something to the girl. The girl turns her head to look at the poster as well, her expression showing curiosity. The adult male watches them, occasionally nodding, maintaining a calm and observant demeanor. The lighting is consistent, highlighting the details of their clothing and the poster.",
+          "The boy becomes more expressive, using hand gestures to emphasize his points. The girl listens closely, her head slightly tilted, indicating engagement. The adult male shifts his weight slightly, leaning forward to get a better view of the poster. The camera angle remains fixed, focusing on the interaction between the three.",
+          "The boy continues to gesture towards different parts of the poster, explaining its content to the girl. The girl nods and looks at the poster, absorbing the information. The adult male remains attentive, his gaze alternating between the children and the poster. The background elements, including the plant and bags, remain unchanged.",
+          "The boy concludes his explanation, still pointing at the poster, while the girl looks thoughtful, possibly processing what she has learned. The adult male smiles faintly, showing approval or amusement. The scene ends with the three individuals still engaged in their discussion, the poster serving as the focal point of their interaction."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the adult male's hair color remain consistent?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the adult male consistently wearing glasses?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the adult male's t-shirt color remain unchanged?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the watch on the adult male's left wrist consistently visible?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the adult male maintain a similar posture throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "openhumanvid_full_regen",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53"
+  },
+  {
+    "task_id": "mem_openhumanvid_be4fb95cc857fd79d91412b4ec979e8e80042522930bd26b6cb3adccdff3b38f",
+    "instance_id": "mem_openhumanvid_be4fb95cc857fd79d91412b4ec979e8e80042522930bd26b6cb3adccdff3b38f",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_be4fb95cc857fd79d91412b4ec979e8e80042522930bd26b6cb3adccdff3b38f.mp4",
+      "total_frames": 392,
+      "fps": 25.0,
+      "duration_sec": 15.68,
+      "reference_image_path": "inference_img/mem_openhumanvid_be4fb95cc857fd79d91412b4ec979e8e80042522930bd26b6cb3adccdff3b38f_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "Two individuals dressed in flowing white attire stand on a small wooden raft floating serenely on a calm river. The backdrop features lush green trees and towering rocky cliffs, creating a tranquil and picturesque scene. The camera slowly zooms out, revealing more of the expansive natural environment, before transitioning to a close-up shot of one person's foot stepping onto the raft, surrounded by scattered petals."
+        ],
+        "level_2": [
+          "The scene opens with two figures in white garments standing still on a narrow wooden raft in the middle of a still river. The surrounding landscape is rich with dense green foliage and rugged cliffs rising majestically in the background. The water reflects the serene environment, enhancing the peaceful atmosphere. As the camera gradually pulls back, the vastness of the natural setting becomes more apparent.",
+          "The two individuals remain motionless on the raft, their white clothing contrasting with the dark water and vibrant greenery. The camera continues its slow retreat, emphasizing the isolation and harmony of the scene. The reflection of the cliffs and trees in the water adds depth and symmetry to the composition.",
+          "The perspective shifts dramatically as the camera moves closer to the raft, focusing on the details of the environment. The final frame captures a close-up of one individual's foot, clad in a soft, gray boot, gently stepping onto the raft amidst a scattering of delicate petals."
+        ],
+        "level_3": [
+          "The video begins with a wide shot of two people in white robes standing on a small wooden raft centered in a calm river. The river is flanked by dense green trees and backed by imposing rocky cliffs. The water is so still that it mirrors the surrounding scenery perfectly, creating a sense of tranquility and timelessness.",
+          "As the camera slowly zooms out, the full scope of the natural setting is revealed. The lush greenery and towering cliffs dominate the background, while the raft remains the focal point in the center of the frame. The stillness of the water enhances the reflective quality, doubling the beauty of the landscape.",
+          "The camera continues its gradual retreat, further emphasizing the vastness of the environment. The two figures on the raft remain unchanged, their white attire standing out against the darker tones of the water and the greenery. The reflection in the water becomes more prominent, adding a layer of visual complexity.",
+          "The scene transitions smoothly as the camera moves closer to the raft, shifting focus from the broader landscape to the details of the immediate surroundings. The water's surface is now visible, showing subtle ripples and the gentle movement of the raft.",
+          "In the final segment, the camera focuses tightly on one individual's foot, clad in a soft gray boot, as it steps onto the raft. The ground is covered with scattered petals, adding a delicate and ethereal touch to the scene. The close-up shot highlights the texture of the boot and the softness of the petals, concluding the video with a sense of intimacy and detail."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Do the two individuals maintain their positions on the raft across different frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is there any noticeable change in the clothing of the individuals between the initial and subsequent frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Do the individuals appear to be the same people throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Are there any changes in the posture or stance of the individuals that suggest a different person?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Do the visual features of the individuals, such as clothing and position, remain consistent when transitioning from wide shots to close-ups?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "openhumanvid_full_regen",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_be4fb95cc857fd79d91412b4ec979e8e80042522930bd26b6cb3adccdff3b38f"
+  },
+  {
+    "task_id": "mem_openhumanvid_d5e1d57e200d8bffefcba4adcc12e630e32e76d77bcca75e6df4b07bec375183",
+    "instance_id": "mem_openhumanvid_d5e1d57e200d8bffefcba4adcc12e630e32e76d77bcca75e6df4b07bec375183",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_d5e1d57e200d8bffefcba4adcc12e630e32e76d77bcca75e6df4b07bec375183.mp4",
+      "total_frames": 433,
+      "fps": 25.0,
+      "duration_sec": 17.32,
+      "reference_image_path": "inference_img/mem_openhumanvid_d5e1d57e200d8bffefcba4adcc12e630e32e76d77bcca75e6df4b07bec375183_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens with a close-up of a man's hands as he handles a legal document titled 'AGREEMENT BETWEEN BRISTOL & AVON CONSTABULARY AND CHRISTIAN TAYLOR.' The document is marked 'RESTRICTED' and contains detailed text about an agreement involving cooperation in police investigations. The man, wearing a gray long-sleeved sweatshirt under a blue sleeveless vest, uses a black pen to point at specific sections of the document. As the camera slowly pulls back, his face comes into view; he is wearing a black durag with strings hanging down, has a beard and mustache, and maintains a serious expression while looking directly at the camera. The setting appears to be a sterile, institutional room with light-colored walls, a window, and some posters or notices on the wall in the background."
+        ],
+        "level_2": [
+          "The video begins with a close-up shot of a man's hands holding and pointing to a legal document labeled 'AGREEMENT BETWEEN BRISTOL & AVON CONSTABULARY AND CHRISTIAN TAYLOR.' The document is filled with dense text and marked 'RESTRICTED.' The man, dressed in a gray long-sleeved sweatshirt and a blue sleeveless vest, uses a black pen to highlight specific parts of the agreement. The camera then starts to pull back, revealing more of the man's upper body and eventually his face. He is wearing a black durag with strings hanging down, has a neatly trimmed beard and mustache, and looks directly at the camera with a serious and contemplative expression.",
+          "As the camera continues to pull back, the man's full upper body becomes visible. He is seated in what appears to be an institutional setting, possibly a police station or interrogation room, with light-colored walls, a window, and some posters or notices on the wall in the background. His attire remains consistent: a gray long-sleeved sweatshirt under a blue sleeveless vest, and a black durag with strings hanging down. He holds the black pen in his right hand, resting it on the document, and maintains a focused gaze towards the camera.",
+          "The final segment shows the man from the chest up, with the camera now fully revealing his face. He wears a black durag with strings hanging down, a gray long-sleeved sweatshirt, and a blue sleeveless vest. His facial features, including his beard and mustache, are clearly visible. He looks directly at the camera with a serious expression, occasionally glancing down at the document in front of him. The background remains consistent, showing the institutional setting with light-colored walls, a window, and some posters or notices on the wall."
+        ],
+        "level_3": [
+          "The video opens with a close-up shot of a man's hands as he holds and points to a legal document titled 'AGREEMENT BETWEEN BRISTOL & AVON CONSTABULARY AND CHRISTIAN TAYLOR.' The document is marked 'RESTRICTED' and contains detailed text about an agreement involving cooperation in police investigations. The man, wearing a gray long-sleeved sweatshirt under a blue sleeveless vest, uses a black pen to highlight specific sections of the agreement. The camera is initially focused on the document and his hands, capturing the texture of the paper and the details of the text.",
+          "As the camera begins to pull back, more of the man's upper body becomes visible. He is seated at a table, and his attire is revealed: a gray long-sleeved sweatshirt under a blue sleeveless vest, and a black durag with strings hanging down. His hands continue to hold the document and the black pen, and he appears to be carefully examining the text. The background starts to come into view, showing a light-colored wall with a window and some posters or notices on the wall.",
+          "The camera continues to pull back, revealing the man's full upper body and part of his face. He is seated in what appears to be an institutional setting, possibly a police station or interrogation room, with light-colored walls, a window, and some posters or notices on the wall in the background. His attire remains consistent: a gray long-sleeved sweatshirt under a blue sleeveless vest, and a black durag with strings hanging down. He holds the black pen in his right hand, resting it on the document, and maintains a focused gaze towards the camera.",
+          "The camera now focuses on the man's face as it pulls back further. He is wearing a black durag with strings hanging down, a gray long-sleeved sweatshirt, and a blue sleeveless vest. His facial features, including his beard and mustache, are clearly visible. He looks directly at the camera with a serious expression, occasionally glancing down at the document in front of him. The background remains consistent, showing the institutional setting with light-colored walls, a window, and some posters or notices on the wall.",
+          "In the final segment, the man maintains his serious expression, looking directly at the camera. His attire and accessories remain unchanged: a black durag with strings hanging down, a gray long-sleeved sweatshirt, and a blue sleeveless vest. The camera angle provides a clear view of his face and upper body, with the institutional setting in the background remaining consistent. The lighting is soft, highlighting his facial features and the details of his clothing."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man wearing the black durag have the same facial hair (beard and mustache) visible in both the close-up of the document and the full-face shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the vest worn by the main person in the video?",
+          "options": [
+            "A. Gray",
+            "B. Blue",
+            "C. Black",
+            "D. Red"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man holding the same black pen in his right hand throughout the sequence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of headwear does the man wear in the video?",
+          "options": [
+            "A. Baseball cap",
+            "B. Bandana",
+            "C. Durag",
+            "D. Hat"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's clothing (gray sweatshirt under a blue vest) remain unchanged from the moment he is partially shown to when the full-face shot is revealed?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the man’s facial identity remain consistent as the camera pulls back?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:59.658350"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the man’s facial features across all segments?",
+          "options": [
+            "A. Beard and mustache are present throughout",
+            "B. Facial hair changes from segment 1 to 5",
+            "C. He wears glasses in later segments",
+            "D. His beard is trimmed differently in each segment"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:59.658386"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the man’s clothing change between segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:59.658398"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What is the correct combination of clothing items worn by the man?",
+          "options": [
+            "A. Gray shirt and red vest",
+            "B. Blue shirt and gray vest",
+            "C. Gray long-sleeved sweatshirt under a blue sleeveless vest",
+            "D. Black shirt and blue jacket"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:59.658406"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is the black pen visible in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:59.658414"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "What accessory is consistently described on the man’s head?",
+          "options": [
+            "A. Hat",
+            "B. Bandana",
+            "C. Black durag with strings hanging down",
+            "D. Cap"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:59.658421"
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Does the camera perform a continuous zoom-out from close-up to wide shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:59.658429"
+        },
+        {
+          "question_id": "13",
+          "type": "multiple_choice",
+          "question": "How does the camera movement affect the visibility of the man’s face?",
+          "options": [
+            "A. The face is revealed gradually as the camera pulls back",
+            "B. The face appears suddenly in the final segment",
+            "C. The face is hidden throughout",
+            "D. The camera pans left to reveal the face"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:59.658435"
+        },
+        {
+          "question_id": "14",
+          "type": "binary",
+          "question": "Are background elements like the window and posters revealed consistently as the camera pulls back?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:59.658442"
+        },
+        {
+          "question_id": "15",
+          "type": "multiple_choice",
+          "question": "What happens to the background as the camera pulls back?",
+          "options": [
+            "A. It becomes blurry",
+            "B. It remains hidden",
+            "C. It is revealed gradually and consistently",
+            "D. It changes color"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:59.658449"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_d5e1d57e200d8bffefcba4adcc12e630e32e76d77bcca75e6df4b07bec375183"
+  },
+  {
+    "task_id": "mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067",
+    "instance_id": "mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067.mp4",
+      "total_frames": 410,
+      "fps": 23.98,
+      "duration_sec": 17.1,
+      "reference_image_path": "inference_img/mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A man with blonde hair, wearing sunglasses, a yellow Hawaiian shirt over a white 'CHAMPION' t-shirt, blue jeans, and a brown tool belt, walks confidently across a sloped roof. The camera follows him from a high angle, gradually zooming in as he moves towards the edge of the roof near a large, tilted antenna structure. Surrounded by lush green trees and bushes, the bright sunlight casts sharp shadows, highlighting his casual yet purposeful demeanor. As he reaches the antenna, he pauses briefly before removing his shirt, revealing a toned torso."
+        ],
+        "level_2": [
+          "The man begins walking across the roof, moving steadily toward the camera. The roof is covered in light gray shingles, and the background is filled with dense green foliage. The camera maintains a high-angle shot, slowly panning to keep him centered as he approaches the large, metallic antenna structure on the right side of the frame. His attire remains consistent, with the yellow Hawaiian shirt slightly open, revealing the white t-shirt underneath.",
+          "As the man continues walking, the camera zooms in closer, focusing more on his upper body and facial features. He appears relaxed but determined, occasionally glancing around. The antenna structure becomes more prominent in the frame, and the background reveals a distant view of a hazy cityscape or valley. His movements are smooth and deliberate, suggesting familiarity with the environment.",
+          "The man reaches the base of the antenna and stops momentarily, placing one hand on his hip. He adjusts his sunglasses and runs his other hand through his blonde hair. The camera captures this moment in a medium close-up, emphasizing his confident posture and the details of his clothing, including the tool belt around his waist. The surrounding greenery and distant landscape remain visible in the background."
+        ],
+        "level_3": [
+          "The man starts walking across the roof, moving from the left side of the frame toward the center. The camera follows him from a high angle, capturing the texture of the shingles beneath his feet and the dense green foliage in the background. His yellow Hawaiian shirt flutters slightly as he walks, and his sunglasses reflect the bright sunlight. The antenna structure is visible on the right, beginning to come into focus as he approaches it.",
+          "As the man continues his walk, the camera begins to zoom in, transitioning from a wide shot to a medium shot. His facial expression remains neutral, and he occasionally looks around, taking in his surroundings. The details of his clothing become clearer, including the floral patterns on his shirt and the 'CHAMPION' logo on his t-shirt. The antenna structure grows larger in the frame, indicating his proximity to it.",
+          "The man reaches the base of the antenna and comes to a stop. The camera is now in a medium close-up, capturing his upper body and face in detail. He places one hand on his hip and adjusts his sunglasses with the other. The background shows a mix of greenery and a distant, hazy landscape, possibly a city or valley. His posture is relaxed yet assertive, and he seems to be contemplating his next move.",
+          "The man stands near the antenna, his body angled slightly away from the camera. He uses both hands to adjust his hair, running them through his blonde locks. The camera remains focused on him, capturing the movement of his arms and the way his muscles flex under the sunlight. The antenna structure is prominently featured in the foreground, while the greenery and distant landscape provide a serene backdrop.",
+          "Finally, the man removes his yellow Hawaiian shirt, revealing his bare torso. The camera captures the motion in a close-up shot, emphasizing the contrast between his sun-kissed skin and the vibrant colors of his shirt. He tosses the shirt aside, his movements fluid and confident. The antenna structure remains in the foreground, and the background of greenery and distant landscape completes the scene."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the person maintain the same hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Are the sunglasses worn consistently by the person?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the person's clothing (shirt, jeans, tool belt) remain unchanged?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the 'CHAMPION' text on the t-shirt visible and consistent?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the person remove their shirt during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "openhumanvid_full_regen",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067"
+  },
+  {
+    "task_id": "mem_openhumanvid_123bf0e9ebe6b06efc7a9d81637b6990353e5fc637a15463577b0567bdaad0fd",
+    "instance_id": "mem_openhumanvid_123bf0e9ebe6b06efc7a9d81637b6990353e5fc637a15463577b0567bdaad0fd",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_123bf0e9ebe6b06efc7a9d81637b6990353e5fc637a15463577b0567bdaad0fd.mp4",
+      "total_frames": 449,
+      "fps": 25.0,
+      "duration_sec": 17.96,
+      "reference_image_path": "inference_img/mem_openhumanvid_123bf0e9ebe6b06efc7a9d81637b6990353e5fc637a15463577b0567bdaad0fd_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In a bustling ancient marketplace, three men in traditional East Asian attire walk through the crowd. The central figure, distinguished by his long dark hair tied in a top knot and ornate white and gray robe with intricate embroidery, holds a piece of food. He is flanked by two other men, one in a blue and gray ensemble with a leather belt and the other in a blue and white outfit with red accents. As they move forward, the camera follows them smoothly, capturing the lively atmosphere of the market with vendors, barrels, and people in various colorful garments. The scene is bathed in warm sunlight, highlighting the detailed textures of their clothing and the vibrant activity around them."
+        ],
+        "level_2": [
+          "The scene opens with the three men walking side by side through a crowded marketplace. The central figure, wearing a white and gray robe with detailed embroidery and holding a piece of food, is the focal point. To his left, a man in a blue and gray outfit with a leather belt walks calmly, while to his right, another man in a blue and white ensemble with red accents gestures subtly. The background is filled with people in traditional attire, wooden stalls, and barrels, all under bright sunlight. The camera maintains a steady follow shot, keeping the trio centered as they navigate the bustling environment.",
+          "As the trio continues their walk, the central figure takes a bite of the food he is holding, savoring it while engaging in conversation with the man on his right. The man on the left remains composed, occasionally glancing at his companions. The market around them is alive with activity; vendors are seen interacting with customers, and the air is filled with the sounds of commerce. The lighting remains consistent, casting soft shadows and emphasizing the rich colors of the scene.",
+          "The group moves deeper into the marketplace, passing by more stalls and interacting briefly with other pedestrians. The central figure continues to enjoy his food, now looking more relaxed and engaged in the conversation. The man on the right smiles and gestures animatedly, while the man on the left maintains a steady pace. The camera angle shifts slightly, revealing more of the market's depth and the variety of goods on display, from fresh produce to woven baskets."
+        ],
+        "level_3": [
+          "The video begins with the three men walking through a lively ancient marketplace. The central figure, dressed in a white and gray robe with intricate embroidery and holding a piece of food, is the main focus. He is accompanied by two men, one in a blue and gray outfit with a leather belt and the other in a blue and white ensemble with red accents. The market is bustling with people in traditional attire, wooden stalls, and barrels, all illuminated by warm sunlight. The camera follows them smoothly, keeping them centered as they move forward.",
+          "As they continue walking, the central figure takes a bite of the food he is holding, savoring it while engaging in conversation with the man on his right. The man on the left remains composed, occasionally glancing at his companions. The background is filled with the vibrant activity of the market, with vendors interacting with customers and the air filled with the sounds of commerce. The lighting remains consistent, highlighting the detailed textures of their clothing and the lively atmosphere.",
+          "The trio navigates further into the marketplace, passing by more stalls and interacting briefly with other pedestrians. The central figure continues to enjoy his food, now looking more relaxed and engaged in the conversation. The man on the right smiles and gestures animatedly, while the man on the left maintains a steady pace. The camera angle shifts slightly, revealing more of the market's depth and the variety of goods on display, from fresh produce to woven baskets.",
+          "The scene transitions to show the group moving past a vendor stall where a woman in a floral robe is seen interacting with a customer. The central figure continues to hold his food, now looking towards the vendor, while the man on the right gestures towards the stall. The man on the left looks ahead, maintaining his calm demeanor. The market remains bustling, with the warm sunlight casting soft shadows and highlighting the rich colors of the scene.",
+          "In the final moments, the trio continues their journey through the marketplace, now passing by a different section with more wooden structures and additional stalls. The central figure takes another bite of his food, still engaged in conversation with the man on his right. The man on the left looks around, observing the surroundings. The camera follows them closely, capturing the dynamic and vibrant atmosphere of the market as they move deeper into the scene."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the central male figure maintain the same hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the central male figure consistently holding the same piece of food?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the central male figure's clothing remain unchanged in color and design?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Are there any noticeable changes in the central male figure's facial features or expression that suggest a different identity?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the central male figure remain distinguishable from other characters despite the bustling background?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "openhumanvid_full_regen",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_123bf0e9ebe6b06efc7a9d81637b6990353e5fc637a15463577b0567bdaad0fd"
+  },
+  {
+    "task_id": "mem_openhumanvid_905900711f77b59bbbca83e0d71469a935b4f6d646f82da062039c5454f57287",
+    "instance_id": "mem_openhumanvid_905900711f77b59bbbca83e0d71469a935b4f6d646f82da062039c5454f57287",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_905900711f77b59bbbca83e0d71469a935b4f6d646f82da062039c5454f57287.mp4",
+      "total_frames": 484,
+      "fps": 25.0,
+      "duration_sec": 19.36,
+      "reference_image_path": "inference_img/mem_openhumanvid_905900711f77b59bbbca83e0d71469a935b4f6d646f82da062039c5454f57287_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video features a close-up shot of a man with short dark hair, closely cropped on the sides, wearing a gray pinstripe suit jacket over a white collared shirt. His face shows slight signs of fatigue or stress, with visible sweat or moisture on his forehead and face. He appears to be in a formal setting, possibly a courtroom or auditorium, as there is a blurred audience in the background. The man remains mostly still, with subtle shifts in his gaze and slight movements of his mouth, suggesting he is listening intently or preparing to speak. The lighting is soft and even, highlighting the texture of his suit and the details of his facial features."
+        ],
+        "level_2": [
+          "The video begins with a close-up of a man in a gray pinstripe suit jacket over a white collared shirt, his short dark hair neatly styled. His face shows signs of stress, with visible sweat on his forehead and slight dark circles under his eyes. He is seated in what appears to be a formal setting, with a blurred audience in the background. As the scene progresses, the man subtly shifts his gaze, looking slightly to the left and then back to the center, indicating he is focused on something or someone off-camera. His expression remains serious and contemplative throughout.",
+          "Continuing from the previous scene, the man maintains his position in the formal setting, with the blurred audience still present in the background. His facial expression remains largely unchanged, but there is a slight movement of his lips, suggesting he might be about to speak or reacting to something being said. The lighting continues to highlight the texture of his suit and the details of his face, emphasizing the stress and fatigue evident in his appearance.",
+          "Finally, the man's gaze shifts slightly to the right, and his expression becomes more animated, with his mouth opening as if he is speaking or responding to a question. The background audience remains out of focus, maintaining the sense of depth and context. The camera stays steady, keeping the man's face in sharp focus, capturing the subtle changes in his expression and the slight sheen of sweat on his forehead."
+        ],
+        "level_3": [
+          "The video opens with a close-up of a man in a gray pinstripe suit jacket over a white collared shirt, his short dark hair neatly styled. His face shows signs of stress, with visible sweat on his forehead and slight dark circles under his eyes. He is seated in a formal setting, likely a courtroom or auditorium, with a blurred audience in the background. The lighting is soft, highlighting the texture of his suit and the details of his face.",
+          "As the scene progresses, the man subtly shifts his gaze, looking slightly to the left and then back to the center, indicating he is focused on something or someone off-camera. His expression remains serious and contemplative, with minimal movement, suggesting he is deeply engaged in the situation.",
+          "The man's gaze continues to shift slightly, now looking more directly forward. His lips move subtly, suggesting he might be about to speak or reacting to something being said. The background audience remains out of focus, maintaining the sense of depth and context. The lighting continues to emphasize the texture of his suit and the details of his face.",
+          "The man's expression becomes more animated, with his mouth opening slightly as if he is speaking or responding to a question. His gaze shifts slightly to the right, indicating a change in focus or reaction. The camera remains steady, keeping his face in sharp focus, capturing the subtle changes in his expression and the slight sheen of sweat on his forehead.",
+          "In the final moments, the man's expression remains engaged, with his mouth slightly open as if he is continuing to speak. His gaze is directed slightly to the right, and the background audience is still out of focus. The lighting continues to highlight the texture of his suit and the details of his face, emphasizing the stress and fatigue evident in his appearance."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hairstyle change at any point during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the man's suit jacket?",
+          "options": [
+            "A. Blue",
+            "B. Gray",
+            "C. Black",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is there any visible facial hair on the man's face?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the most noticeable physical feature on the man's face besides his hair?",
+          "options": [
+            "A. Prominent nose",
+            "B. Dark circles under eyes",
+            "C. Freckles",
+            "D. Scar"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's expression remain completely neutral throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the man maintain the same facial features throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:31:21.320620"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the man's identity consistency across segments?",
+          "options": [
+            "A. The man’s identity changes subtly with each segment",
+            "B. The man remains the same person with consistent appearance",
+            "C. The man is replaced by a different individual in later segments",
+            "D. The man’s face becomes increasingly distorted over time"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:31:21.320655"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the man consistently wear the same gray pinstripe suit jacket and white collared shirt in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:31:21.320668"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What is the most critical aspect of apparel consistency in this video?",
+          "options": [
+            "A. The color of the shirt changes slightly",
+            "B. The suit’s pinstripe pattern remains visible and consistent",
+            "C. The man removes his jacket in later segments",
+            "D. The collar becomes unbuttoned in Segment 5"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:31:21.320674"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are signs of stress such as sweat and dark circles present consistently across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:31:21.320683"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which of the following best reflects accessory/prop permanence in this context?",
+          "options": [
+            "A. The man’s sweat disappears in Segment 3",
+            "B. Dark circles under the eyes persist throughout the video",
+            "C. A new accessory appears in Segment 4",
+            "D. The man wipes his forehead, removing all sweat"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:31:21.320689"
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Does the blurred audience in the background remain consistent across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:31:21.320698"
+        },
+        {
+          "question_id": "13",
+          "type": "multiple_choice",
+          "question": "What happens to the background audience during the video?",
+          "options": [
+            "A. It changes position or density",
+            "B. It becomes clearer in later segments",
+            "C. It remains out of focus and consistent",
+            "D. It disappears entirely in Segment 5"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:31:21.320703"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_905900711f77b59bbbca83e0d71469a935b4f6d646f82da062039c5454f57287"
+  },
+  {
+    "task_id": "mem_openhumanvid_079f6efe68b1fb34517ef78bbb7e0bb066477fc1f5eae5cdbcc9b14ba023e2b7",
+    "instance_id": "mem_openhumanvid_079f6efe68b1fb34517ef78bbb7e0bb066477fc1f5eae5cdbcc9b14ba023e2b7",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_079f6efe68b1fb34517ef78bbb7e0bb066477fc1f5eae5cdbcc9b14ba023e2b7.mp4",
+      "total_frames": 392,
+      "fps": 24.0,
+      "duration_sec": 16.33,
+      "reference_image_path": "inference_img/mem_openhumanvid_079f6efe68b1fb34517ef78bbb7e0bb066477fc1f5eae5cdbcc9b14ba023e2b7_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video begins with a close-up profile shot of a man with dark, curly hair and light stubble on his face. He is wearing a light-colored, textured jacket over a collared shirt with thin vertical stripes, the collar of which is visible at the neckline. The man stands still in a dimly lit environment, with a textured wall in the background that appears to be made of rough, uneven material. Soft, shifting light casts dynamic shadows across his face, highlighting his features as the light source moves slightly throughout the scene. The camera remains stationary, focusing on the man's profile, ensuring his identity and appearance remain consistent despite the changing lighting."
+        ],
+        "level_2": [
+          "The video opens with a close-up profile view of a man with dark, curly hair and light stubble. He is dressed in a light-colored, textured jacket layered over a collared shirt with thin vertical stripes, the collar peeking out at the neckline. The setting is a dimly lit room with a rough, textured wall in the background. As the scene progresses, soft, shifting light creates moving shadows across the man's face, subtly altering the contours of his features. The camera remains fixed, maintaining focus on the man's profile, ensuring his appearance and the spatial consistency of the background are preserved.",
+          "Continuing from the previous scene, the man remains in the same position, his profile facing right. The lighting continues to shift, casting new patterns of shadow and light across his face, emphasizing his facial features such as his nose, lips, and the texture of his stubble. His dark, curly hair and the striped collar of his shirt remain clearly visible. The textured wall in the background stays consistent, providing a stable backdrop. The camera remains steady, capturing the subtle interplay of light and shadow without any movement.",
+          "Finally, the man maintains his stationary profile shot, with the shifting light continuing to play across his face. The shadows move gently, highlighting different aspects of his facial structure while his dark, curly hair and light stubble remain unchanged. The textured wall behind him provides a consistent, dimly lit environment. The camera holds its position, ensuring the man's identity and the overall composition of the scene remain intact throughout the final moments of the video."
+        ],
+        "level_3": [
+          "The video starts with a close-up profile shot of a man with dark, curly hair and light stubble. He is wearing a light-colored, textured jacket over a collared shirt with thin vertical stripes, the collar visible at the neckline. The setting is a dimly lit room with a rough, textured wall in the background. Soft, shifting light begins to cast dynamic shadows across his face, creating a subtle interplay of light and shadow that highlights his features. The camera remains stationary, focusing on the man's profile, ensuring his appearance and the spatial consistency of the background are maintained.",
+          "As the scene progresses, the man remains in the same position, his profile facing right. The shifting light continues to create new patterns of shadow and light across his face, emphasizing his nose, lips, and the texture of his stubble. His dark, curly hair and the striped collar of his shirt remain clearly visible. The textured wall in the background stays consistent, providing a stable backdrop. The camera remains fixed, capturing the subtle changes in lighting without any movement.",
+          "The lighting continues to shift, casting new shadows across the man's face, highlighting different aspects of his facial structure. His dark, curly hair and light stubble remain unchanged, and the striped collar of his shirt is still visible. The textured wall in the background provides a consistent, dimly lit environment. The camera remains steady, ensuring the man's identity and the overall composition of the scene are preserved.",
+          "The shifting light continues to play across the man's face, creating a dynamic interplay of shadows and highlights. His dark, curly hair and light stubble remain consistent, and the striped collar of his shirt is still visible. The textured wall in the background remains unchanged, providing a stable backdrop. The camera remains stationary, maintaining focus on the man's profile.",
+          "In the final moments of the video, the man remains in the same position, his profile facing right. The shifting light continues to cast dynamic shadows across his face, emphasizing his features. His dark, curly hair and light stubble remain unchanged, and the striped collar of his shirt is still visible. The textured wall in the background provides a consistent, dimly lit environment. The camera remains steady, ensuring the man's identity and the overall composition of the scene remain intact."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's facial hair (stubble) appear consistently throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the jacket the man is wearing?",
+          "options": [
+            "A. Blue",
+            "B. Black",
+            "C. Beige",
+            "D. Red"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's hair style (curly dark hair) consistent from start to finish?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of shirt is visible under the jacket?",
+          "options": [
+            "A. Polo shirt",
+            "B. Button-up shirt with stripes",
+            "C. T-shirt",
+            "D. Sweater"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man turn his head or body during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the man's facial identity remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:25.858357"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which feature is emphasized as unchanged across all segments?",
+          "options": [
+            "A. Hair color",
+            "B. Facial expression",
+            "C. Clothing style",
+            "D. Lighting angle"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:25.858393"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is the striped collar of the shirt consistently visible across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:25.858406"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What type of shirt is worn under the jacket?",
+          "options": [
+            "A. Solid-colored t-shirt",
+            "B. Collared shirt with vertical stripes",
+            "C. Hoodie",
+            "D. Open-collared dress shirt"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:25.858413"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are fine textural details like stubble and wall texture described as consistent?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:25.858421"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which element’s texture is highlighted as important across segments?",
+          "options": [
+            "A. Jacket",
+            "B. Wall",
+            "C. Stubble",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:25.858427"
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Does the background wall remain visually consistent across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:25.858436"
+        },
+        {
+          "question_id": "13",
+          "type": "multiple_choice",
+          "question": "What kind of material is the background wall described as?",
+          "options": [
+            "A. Smooth plaster",
+            "B. Rough, uneven material",
+            "C. Wooden paneling",
+            "D. Brick"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:25.858441"
+        },
+        {
+          "question_id": "14",
+          "type": "binary",
+          "question": "Does the camera zoom in or out during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:25.858448"
+        },
+        {
+          "question_id": "15",
+          "type": "multiple_choice",
+          "question": "What is the state of the camera throughout the video?",
+          "options": [
+            "A. Moving horizontally",
+            "B. Panning vertically",
+            "C. Stationary",
+            "D. Rotating"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:25.858454"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_079f6efe68b1fb34517ef78bbb7e0bb066477fc1f5eae5cdbcc9b14ba023e2b7"
+  },
+  {
+    "task_id": "mem_openhumanvid_6a7d09a3add8ca9b49569c206c1d279510f527b473e6f3b976f41f11271da841",
+    "instance_id": "mem_openhumanvid_6a7d09a3add8ca9b49569c206c1d279510f527b473e6f3b976f41f11271da841",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_6a7d09a3add8ca9b49569c206c1d279510f527b473e6f3b976f41f11271da841.mp4",
+      "total_frames": 397,
+      "fps": 25.0,
+      "duration_sec": 15.88,
+      "reference_image_path": "inference_img/mem_openhumanvid_6a7d09a3add8ca9b49569c206c1d279510f527b473e6f3b976f41f11271da841_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video features a man in a blue military-style uniform with white lace collar and epaulets, adorned with multiple colorful medals on his chest. He has a bald head, a prominent mustache, and wears round gold-rimmed sunglasses. The man is seated and speaks while wearing white gloves. Flanking him are two women: one on the left in a beige and white striped dress with a high collar, pearl necklace, and green trim; the other on the right in a light purple lace dress. The background consists of a traditional folding screen with floral patterns. Throughout the video, the camera maintains a medium shot, focusing on the man as he gestures slightly with his gloved hand, while the women remain still and composed."
+        ],
+        "level_2": [
+          "The video opens with a medium shot of a man in a blue military-style uniform, featuring white lace details on the collar and epaulets, and multiple colorful medals pinned to his chest. He is bald, sports a prominent mustache, and wears round gold-rimmed sunglasses. His white-gloved hand rests near his lap as he begins to speak. To his left stands a woman in a beige and white striped dress with a high collar, pearl necklace, and green trim, while to his right is another woman in a light purple lace dress. The backdrop is a traditional folding screen with floral designs. The camera remains steady, keeping the man centered as he continues to speak.",
+          "As the scene progresses, the man in the blue military-style uniform continues speaking, occasionally gesturing with his gloved hand. His round gold-rimmed sunglasses and prominent mustache remain prominent features. The two women beside him maintain their positions; the woman on the left in the striped dress with pearl accessories and the woman on the right in the purple lace dress. The floral-patterned folding screen in the background remains unchanged, providing a consistent setting. The camera angle stays fixed, ensuring the man remains the focal point.",
+          "In the final part of the video, the man in the blue military-style uniform continues his speech, his expression animated as he speaks. His round gold-rimmed sunglasses and white gloves are still visible, and the colorful medals on his chest add to his distinguished appearance. The two women flanking him remain in place, the woman on the left in her striped dress with pearl accents and the woman on the right in her purple lace dress. The floral folding screen in the background provides a stable and elegant setting. The camera maintains its focus on the man, capturing his continued dialogue."
+        ],
+        "level_3": [
+          "The video begins with a close-up shot of a man in a blue military-style uniform, complete with white lace collar and epaulets, and multiple colorful medals on his chest. He is bald, with a prominent mustache, and wears round gold-rimmed sunglasses. His white-gloved hand is visible as he starts speaking. To his left stands a woman in a beige and white striped dress with a high collar, pearl necklace, and green trim, while to his right is a woman in a light purple lace dress. The background features a traditional folding screen with floral patterns. The camera is steady, focusing on the man as he begins to speak.",
+          "Continuing from the initial scene, the man in the blue military-style uniform remains the central figure, speaking animatedly. His round gold-rimmed sunglasses and white gloves are still prominent, and he makes slight gestures with his gloved hand. The two women beside him remain in their respective positions; the woman on the left in the striped dress with pearl accessories and the woman on the right in the purple lace dress. The floral-patterned folding screen in the background remains unchanged, providing a consistent and elegant setting. The camera angle remains fixed, keeping the man centered.",
+          "As the video progresses, the man in the blue military-style uniform continues his speech, his expression becoming more animated. His round gold-rimmed sunglasses and white gloves are still visible, and the colorful medals on his chest add to his distinguished appearance. The two women flanking him remain in place, the woman on the left in her striped dress with pearl accents and the woman on the right in her purple lace dress. The floral folding screen in the background provides a stable and elegant backdrop. The camera maintains its focus on the man, capturing his continued dialogue.",
+          "The scene transitions smoothly as the man in the blue military-style uniform continues to speak, his gestures becoming more pronounced. His round gold-rimmed sunglasses and white gloves remain a focal point, and the colorful medals on his chest are clearly visible. The two women beside him remain stationary; the woman on the left in the striped dress with pearl accessories and the woman on the right in the purple lace dress. The floral-patterned folding screen in the background remains a constant element, providing a consistent setting. The camera angle stays fixed, ensuring the man remains the primary focus.",
+          "Finally, the man in the blue military-style uniform concludes his speech, his expression remaining animated. His round gold-rimmed sunglasses and white gloves are still prominent, and the colorful medals on his chest add to his distinguished look. The two women flanking him remain in their respective positions; the woman on the left in the striped dress with pearl accessories and the woman on the right in the purple lace dress. The floral folding screen in the background provides a stable and elegant setting. The camera maintains its focus on the man, capturing his final words as the video ends."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's bald head remain visible throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the man's sunglasses?",
+          "options": [
+            "A. Black",
+            "B. Gold",
+            "C. Silver",
+            "D. Blue"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's mustache consistently visible in every frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of uniform does the man wear?",
+          "options": [
+            "A. Civilian suit",
+            "B. Military-style jacket",
+            "C. Casual shirt",
+            "D. Formal tuxedo"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's white glove remain visible on his right hand throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the man’s bald head remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:44.439854"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which feature of the man remains unchanged across all segments?",
+          "options": [
+            "A. His hair color",
+            "B. His mustache",
+            "C. His glasses color",
+            "D. His gloves color"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:44.439890"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the woman on the left wear a pearl necklace throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:44.439903"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What color is the dress worn by the woman on the right?",
+          "options": [
+            "A. Light purple",
+            "B. Beige",
+            "C. White",
+            "D. Green"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:44.439910"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are the two women positioned on opposite sides of the man?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:44.439919"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which woman wears a striped dress?",
+          "options": [
+            "A. The one on the left",
+            "B. The one on the right",
+            "C. Both",
+            "D. Neither"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:44.439926"
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Are the medals on the man’s chest described as colorful?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:44.439933"
+        },
+        {
+          "question_id": "13",
+          "type": "multiple_choice",
+          "question": "Which object has a floral pattern?",
+          "options": [
+            "A. The man's uniform",
+            "B. The folding screen",
+            "C. The woman's dress",
+            "D. The sunglasses"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:44.439939"
+        },
+        {
+          "question_id": "14",
+          "type": "binary",
+          "question": "Does the floral-patterned folding screen remain visible throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:44.439947"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_6a7d09a3add8ca9b49569c206c1d279510f527b473e6f3b976f41f11271da841"
+  },
+  {
+    "instance_id": "mem_openhumanvid_dc1adc693e0ebc27fead7ff9e23c51ff",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/dc1adc693e0ebc27fead7ff9e23c51ff.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young woman with shoulder-length dark brown hair, parted to the side, stands in a dimly lit room, her expression somber. She wears a pink tank top with thin white striped straps and a delicate gold chain necklace. Her fair skin shows faint acne scars. To her left, another woman with light brown tied-back hair is partially visible, facing her. Plastic containers and shelves blur in the background.",
+          "The central woman slowly turns toward the right, stepping forward with quiet intent. Her shoulders shift as she moves past the edge of the frame, her pink tank top catching a soft glimmer from the low light. Her movement is deliberate, her head slightly bowed, as she begins to disappear behind a large concrete pillar that blocks the view.",
+          "The pillar now dominates the frame, casting deep shadows across the worn floor. Behind it, the dim kitchen or basement remains still—shelves lined with plastic bins, a flickering overhead bulb, and scattered household items. No trace of the woman remains; only silence and muted textures fill the space.",
+          "From the other side of the pillar, a sliver of pink fabric emerges, followed by the curve of her shoulder. Her dark hair drapes over the edge as she steps cautiously into view. The gold chain glints faintly in the dim light. She pauses, half-hidden, her silhouette growing clearer against the shadowed backdrop.",
+          "The woman is fully back in frame, standing exactly where she began. Her pink tank top with white striped straps, delicate gold chain, and side-parted dark brown hair are unchanged. Her fair skin bears the same faint blemishes. She stands still, gaze lowered, in the quiet, dim room, completing the return."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hairstyle remain the same throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the tank top worn by the woman?",
+          "options": [
+            "A. Blue",
+            "B. Pink",
+            "C. White",
+            "D. Green"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman wearing any visible jewelry?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "During the blurred segment at 6 seconds-7 seconds, does the woman's face become completely unrecognizable?",
+          "options": [
+            "A. Yes, entirely unrecognizable",
+            "B. No, still recognizable",
+            "C. Partially visible",
+            "D. Not applicable"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the lighting in the scene remain consistently dim throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, both appearing to be young women in their late teens or early twenties. The woman on the right is centered and facing slightly downward, her expression somber. She wears a pink tank top with thin white stripes along the straps, suggesting a casual cotton material. Her dark brown hair is shoulder-length, parted to the side, and loosely framing her face. A delicate gold chain necklace rests around her neck. Her skin is fair with visible blemishes and faint acne scars. The second woman, partially visible on the left, has light brown hair tied back and wears a pale-colored top; her profile is turned toward the central figure. The setting appears to be a dimly lit room, possibly a kitchen or basement, with blurred objects like plastic containers and shelves in the background. Lighting is low, casting soft shadows and emphasizing the intimate, subdued mood of the scene.",
+      "exit_plan": {
+        "exit": "steps behind a large foreground object (pillar, wall, or vehicle) blocking the view entirely",
+        "return": "emerges from the other side of the occluding object"
+      }
+    },
+    "task_id": "mem_openhumanvid_dc1adc693e0ebc27fead7ff9e23c51ff",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_dc1adc693e0ebc27fead7ff9e23c51ff"
+  },
+  {
+    "instance_id": "mem_openhumanvid_4e31ccbc2ba908a5dea3826021605d7b",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/4e31ccbc2ba908a5dea3826021605d7b.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A middle-aged man with short black hair and a neatly trimmed beard stands in a sterile, futuristic room. He wears a vibrant blue Hawaiian shirt adorned with bold red and pink floral patterns, paired with dark pants. His hands rest near his waist as he faces right, illuminated by the cool glow of overhead lights and digital panels lining the metallic walls.",
+          "The man begins to walk steadily toward the left side of the frame, his posture relaxed but purposeful. The bright colors of his shirt contrast sharply with the gray surroundings. As he moves, only his torso and legs remain visible, gradually slipping out of view as he approaches the edge of the frame.",
+          "The room is now empty of human presence. The metallic walls gleam under artificial lighting, reflecting the green digital schematics on the large screen. Ventilation grilles hum softly above the tiled floor, patterned with black diamond shapes. Control panels pulse faintly, maintaining the high-tech ambiance.",
+          "From the right side of the frame, a figure emerges—only the lower half visible at first. Dark pants step forward onto the diamond-patterned floor, followed by the vibrant blue Hawaiian shirt appearing just above the waistline. The man walks slowly, re-entering the scene with deliberate calm.",
+          "The man is now fully back in frame, standing still and facing right. His short black hair and beard are unchanged, the bright blue Hawaiian shirt with its red and pink floral design vivid against the sterile backdrop. He wears dark pants, hands near his waist, exactly as before—his appearance identical to the moment he was first seen."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the yellow jacket maintain the same short dark hair style throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the pants worn by the man in the yellow jacket?",
+          "options": [
+            "A. Blue",
+            "B. Black",
+            "C. Yellow",
+            "D. Green"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man in the yellow jacket wearing a mustache in both the first and last frames of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of jacket does the man in the yellow jacket wear?",
+          "options": [
+            "A. Hoodie",
+            "B. Polo shirt",
+            "C. Long-sleeved pullover",
+            "D. Windbreaker"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man in the yellow jacket's posture change from leaning forward while interacting to standing upright?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Three individuals are present in a futuristic, sterile-looking room with metallic walls and illuminated control panels. On the left, a middle-aged man with short black hair and a beard wears a vibrant blue Hawaiian shirt with red and pink floral patterns, paired with dark pants; he stands slightly bent forward, hands near his waist, facing right. In the center, another man, also middle-aged, with short dark hair, wears a bright yellow tracksuit jacket with navy blue stripes down the sleeves and sides, along with dark pants; he is bending over, gripping the shoulders of a third person. The third individual, partially obscured and crouched, wears a light blue T-shirt with a yellow logo and dark pants, appearing to be subdued. The background features a large screen displaying green digital schematics, ventilation grilles, and a tiled floor with black diamond patterns. The lighting is artificial and evenly distributed, emphasizing the high-tech environment.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_4e31ccbc2ba908a5dea3826021605d7b",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_4e31ccbc2ba908a5dea3826021605d7b"
+  },
+  {
+    "instance_id": "mem_openhumanvid_43e5ae6b3d59aea3a81fdaad20d77bb2",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/43e5ae6b3d59aea3a81fdaad20d77bb2.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "In a sun-drenched clearing, two men rest amid lush greenery and wildflowers. The seated man wears a red-and-white checkered short-sleeve shirt over a white undershirt, dark brown trousers, and has short black hair. He sits relaxed on the grass, one foot grounded, gazing upward. The standing man, in an off-white long-sleeve sweatshirt and wide-leg pants, leans slightly forward, his tousled dark hair framing his face as he looks down.",
+          "The standing man begins to move, stepping toward a weathered wooden staircase leading upward. His hands remain loosely at his sides as he ascends, his body tilting forward with each step. Only his lower torso and legs are visible now, disappearing gradually behind the frame’s upper edge.",
+          "The staircase is empty. Sunlight filters through tall trees, casting dappled shadows across the grass. A large tree trunk stands near corrugated metal sheets, and wildflowers sway gently in the breeze. The distant hillside glows softly under clear daylight—no trace of movement or human presence remains.",
+          "From the top of the frame, a figure descends the stairs. First, the tips of dark, tousled hair appear, followed by the shoulders of an off-white sweatshirt. The man steps slowly downward, his wide-leg pants catching light as he moves into view, still partially obscured by the frame’s edge.",
+          "The standing man is fully back in frame, positioned just as before—off-white sweatshirt, matching wide-leg pants, dark hair falling above his ears. He leans slightly forward, hands at his sides, looking down at the seated man. His appearance matches exactly the initial moment—unchanged, still, and rooted in the tranquil outdoor setting."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "After the man and woman embrace, does the man still have short black hair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by the woman before and after the embrace?",
+          "options": [
+            "A. Blue",
+            "B. Red",
+            "C. Green",
+            "D. White"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's beige tracksuit visible and consistent in appearance during the entire sequence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary action performed by the man during the video?",
+          "options": [
+            "A. Sitting down",
+            "B. Standing up and embracing",
+            "C. Walking away",
+            "D. Lying down"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's red plaid shirt appear wrinkled or distorted after the embrace?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two men are present in a sunlit, natural outdoor setting. The man on the left is seated on the grass, wearing a short-sleeved red-and-white checkered shirt over a white undershirt and dark brown trousers; his posture is relaxed, legs bent with one foot resting on the ground, and he looks upward toward the other man. He has short black hair and appears to be in his late twenties or early thirties. The standing man, also appearing to be in his late twenties or early thirties, wears a loose-fitting, off-white long-sleeve sweatshirt and matching wide-leg pants; his hands are loosely at his sides. His dark, slightly tousled hair falls just above his ears. He leans slightly forward, looking down at the seated man. The environment features lush greenery, tall trees, wildflowers, and a distant hillside under soft daylight. A large tree trunk, a log, and corrugated metal sheets are visible nearby, suggesting a rural or semi-rustic location.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_43e5ae6b3d59aea3a81fdaad20d77bb2",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_43e5ae6b3d59aea3a81fdaad20d77bb2"
+  },
+  {
+    "instance_id": "mem_openhumanvid_ee253e6b5bb0b16264606c338f5f670f",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/ee253e6b5bb0b16264606c338f5f670f.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young woman in her late teens or early twenties stands centered on a rough, beige earthen wall, rendered in detailed charcoal sketch. Her long, wavy hair cascades past her shoulders, softly shaded to suggest movement. Her face is expressive—eyes wide and thoughtful, nose straight, lips full—her expression neutral yet pensive. No clothing or accessories are visible; only the naturalistic drawing remains, with handwritten script beneath her chin. Bamboo poles form a vertical screen to the right, beyond which lies a dim forest under subdued twilight light.",
+          "The sketched figure begins to move steadily toward the right, stepping forward with quiet purpose. Her silhouette glides across the earthen surface, partially exiting the frame as she passes behind the bamboo poles. Her form remains clear but diminishing, the charcoal lines softening at the edges as she fades into the shadowed forest beyond.",
+          "The wall now holds only the faint traces of the sketch’s outline where she stood. The rough texture of the earthen surface is illuminated by muted twilight, the handwritten script beneath still visible. Bamboo poles stand motionless, framing the darkened forest beyond, where shadows deepen and silence lingers.",
+          "From the left edge of the frame, the figure begins to re-emerge, slowly returning from the unseen space beyond. Her shoulder and part of her face appear first, drawn in the same fine charcoal detail. The wavy strands of her hair catch the dim light, and her expression remains neutral, eyes forward, as she steps back into view.",
+          "The young woman is fully back in frame, standing once again in the center-left position. Her long, wavy hair falls past her shoulders, her face clearly defined with expressive eyes, straight nose, and full lips—expression neutral and pensive. No clothing or accessories are visible, just the naturalistic charcoal rendering, with the same handwritten script below. She stands still, exactly as before."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Is the woman depicted in the sketch identical to the woman shown in the live-action scene?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary condition of the woman's body in the live-action scene?",
+          "options": [
+            "A. Clean and unmarked",
+            "B. Bloodied and bruised",
+            "C. Covered in mud",
+            "D. Wearing full armor"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the woman's hair appear long and dark in both the sketch and the live-action scene?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the woman wearing around her waist in the live-action scene?",
+          "options": [
+            "A. A belt",
+            "B. A sash",
+            "C. Tattered brown pants",
+            "D. Nothing"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the lighting in the live-action scene consistently dim and moody throughout the clip?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image shows a single person, likely a young woman in her late teens or early twenties, depicted as a detailed charcoal sketch on a rough, beige earthen wall. Her facial features are clearly defined with expressive eyes, a straight nose, and full lips; her expression appears neutral to slightly pensive. She has long, wavy hair that falls past her shoulders, drawn with soft shading to suggest volume and movement. No clothing is visible since the figure is rendered as a drawing, but the style of the sketch suggests a naturalistic portrayal without accessories or jewelry. The sketch includes handwritten text beneath her face, possibly in an unfamiliar script, though no props or objects are held. The person’s position is central within the left half of the frame, facing forward. To the right, vertical bamboo poles form a partial screen or fence, separating the wall from a dimly lit forested background. Lighting is subdued, likely natural twilight or overcast daylight, casting soft shadows across the scene.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_ee253e6b5bb0b16264606c338f5f670f",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_ee253e6b5bb0b16264606c338f5f670f"
+  },
+  {
+    "instance_id": "mem_openhumanvid_716ae4bb7a980adf9dd6fcecb4dab499",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/716ae4bb7a980adf9dd6fcecb4dab499.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A single adult male in his late twenties or early thirties stands near a large window, facing slightly left. He has short, dark black hair with a neat side part, an athletic build, and wears a plain white sleeveless cotton tank top with a small rectangular logo on the upper left chest. He holds a smartphone in both hands, fingers typing, illuminated by its soft glow against the dim indoor light.",
+          "The man begins to walk steadily toward the right, still focused on his phone. His shoulders shift forward as he moves, arms bent at the elbows, hands gripping the device. His muscular frame is partially visible as he exits the frame, the city lights behind him blurring into streaks of distant illumination.",
+          "The figure is completely gone from view. Only the dimly lit room remains—soft shadows cast across the floor, the faint glow of ambient light from the phone fading. Outside, the nighttime cityscape stretches into the distance, blurred lights shimmering like scattered stars beneath a dark sky.",
+          "A silhouette emerges from the left edge of the frame, stepping slowly into view. The man’s shoulder and arm appear first, followed by the outline of his head and torso. He walks with purpose, still holding the smartphone, his posture upright yet relaxed, moving steadily toward the center.",
+          "The man is fully back in frame, standing in the same spot as before. He has short, dark black hair styled neatly with a side part, wears the same white sleeveless tank top with the small logo patch, and holds the smartphone in both hands. His athletic build is clear, no accessories visible, face softly lit by the screen’s glow, stationary and composed."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the white tank top maintain the same hairstyle (short black hair) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the color of the logo on the man's tank top?",
+          "options": [
+            "A. Blue",
+            "B. Red",
+            "C. Black",
+            "D. Purple"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man consistently holding the smartphone in his hands throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What action does the man perform after looking up from his phone?",
+          "options": [
+            "A. Looks to his left",
+            "B. Looks to his right",
+            "C. Looks straight ahead",
+            "D. Looks down"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression change from focused on the phone to a more neutral or contemplative look when he looks up?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single adult male, appearing to be in his late twenties or early thirties, stands in the foreground of the frame, facing slightly to the left. He has short, dark black hair styled neatly with a side part. His build is athletic and muscular, particularly noticeable in his arms and shoulders. He wears a plain white sleeveless tank top made of a lightweight cotton-like fabric, featuring a small rectangular logo patch on the upper left chest area. He holds a smartphone in both hands, fingers actively typing or swiping. No visible accessories such as glasses, jewelry, or hats are present. The man’s posture is upright but relaxed, with his head tilted downward toward the phone screen. He is positioned near a large window that reveals a nighttime cityscape with blurred lights from distant buildings. The indoor lighting is dim, casting soft shadows, while the glow from the phone illuminates his face subtly.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_716ae4bb7a980adf9dd6fcecb4dab499",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_716ae4bb7a980adf9dd6fcecb4dab499"
+  },
+  {
+    "instance_id": "mem_openhumanvid_32622cd22ad48d22d03b983365a1537f",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/32622cd22ad48d22d03b983365a1537f.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Two men stand side by side in a dimly lit traditional Chinese courtyard, their formal attire glowing softly under ambient light. The younger man wears a pale beige tunic with embroidered brown shoulder panels, a white inner collar, and a black pointed hat adorned with a small green circular ornament. He has short dark hair, a trimmed beard, and a faint smile. Beside him, the older man dons a dark ornate robe with silver-blue embroidery, a matching black hat with gold detailing and a green gem, and a full gray beard.",
+          "The younger man begins to turn left, stepping forward with measured grace. His tunic sways slightly as he moves toward a shadowed corner of the courtyard. His face remains partially visible, the green ornament on his hat catching a glimmer of light as he edges out of frame.",
+          "The corner is now empty. Only the wooden lattice doors and weathered stone walls remain, bathed in soft shadows. A faint breeze stirs the air, rustling the edges of a hanging silk banner. The quiet stillness emphasizes the absence of movement, leaving only the echo of footsteps.",
+          "From the same corner, a figure reappears—slowly rounding the bend. The edge of a pale beige tunic emerges first, followed by the silhouette of a black pointed hat with a green ornament. The man steps forward cautiously, his presence returning like a memory recalled.",
+          "The younger man stands fully in frame once more, identical to before. His pale beige tunic, embroidered shoulders, white collar, and black hat with green ornament are unchanged. His short dark hair, trimmed beard, and slight smile match exactly. He faces slightly right, motionless, as if time itself had paused."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When Man 1 turns his back to the camera, does he still have the same short dark beard visible?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main robe worn by Man 1?",
+          "options": [
+            "A. Black",
+            "B. Beige",
+            "C. Red",
+            "D. Silver"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "After turning around, does Man 1's black pointed hat with green ornament remain in the same position on his head?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary pattern on Man 2's robe?",
+          "options": [
+            "A. Floral",
+            "B. Geometric",
+            "C. Animal",
+            "D. Abstract"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the intricate silver and white pattern on Man 2's robe consistent before and after he turns his head slightly to the left?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two adult males, both appearing to be in their 30s to 50s, standing side by side in a dimly lit indoor setting resembling a traditional Chinese courtyard or official residence. The man on the left wears a pale beige tunic with embroidered brown shoulder panels and a white inner collar, paired with a black, pointed hat adorned with a small green circular ornament. He has short dark hair, a trimmed beard, and a slight smile, facing slightly right. The man on the right is older, with a full gray beard, wearing a dark, ornate robe with silver-blue embroidered patterns and a similar black hat with gold detailing and a green gem. Both wear formal attire suggesting historical or official roles. They stand in front of wooden doors with lattice windows, under low ambient lighting that casts soft shadows, enhancing the period atmosphere.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_32622cd22ad48d22d03b983365a1537f",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_32622cd22ad48d22d03b983365a1537f"
+  },
+  {
+    "instance_id": "mem_openhumanvid_9027b4e5a55cba1d62077dcf90a4cf13",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/9027b4e5a55cba1d62077dcf90a4cf13.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young man in his late twenties stands centered, arms raised high with fingers pointed upward. He wears a black long-sleeved button-up shirt with red and black striped trim at the collar and cuffs, a silver chain necklace, and ear piercings in both ears. His short dark hair is neatly styled with a slight fade. Eyes closed, mouth slightly open, he appears emotionally expressive. Behind him, a yellow sports car glows softly in a dimly lit garage, overhead lights casting gentle shadows.",
+          "The man begins to walk steadily toward the right side of the frame, arms lowering slowly. His silhouette remains clear as he moves, the red-trimmed cuffs of his shirt catching light. The yellow car stays in focus behind him, while his form gradually shifts out of view, leaving only the edge of his shoulder visible before vanishing.",
+          "The frame now holds only the dimly lit garage space. The yellow sports car dominates the foreground, its sleek curves illuminated by soft overhead lighting. In the blurred background, a red vehicle and structural beams are faintly visible. The air feels still, quiet, with no trace of movement or presence.",
+          "From the left edge of the frame, a figure begins to re-enter. A sliver of black fabric with red and black trim appears first—then the curve of an arm, the gleam of a silver chain. The man’s dark hair and ear piercings come into view as he steps forward, moving steadily into the scene.",
+          "The man is fully back in frame, standing upright with arms raised again, fingers pointed upward. He wears the same black long-sleeved shirt with red and black striped trim, silver chain necklace, and ear piercings. His short dark hair is neatly styled with a slight fade. Eyes closed, mouth slightly open, he remains motionless, centered before the yellow sports car in the dim garage."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hairstyle change from the beginning of the video to after he turns around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the man's shirt?",
+          "options": [
+            "A. Red",
+            "B. Black",
+            "C. White",
+            "D. Blue"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the silver chain necklace visible both when the man is facing the camera and when he turns his back?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What item does the man hold in his right hand after turning around?",
+          "options": [
+            "A. A phone",
+            "B. A wallet",
+            "C. A gold-colored handgun",
+            "D. A bottle"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's beaded bracelet remain visible on his left wrist throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "One young adult male, appearing to be in his late twenties, is centered in the frame, standing upright with arms raised above his head, fingers pointed upward. He wears a black long-sleeved button-up shirt with red and black striped trim at the collar and cuffs, suggesting a tailored or performance-style garment. A silver chain necklace rests around his neck. His dark hair is short and neatly styled, with a slight fade on the sides. He has a slim build and visible ear piercings in both ears. His eyes are closed, mouth slightly open as if singing or expressing emotion. He stands in front of a yellow sports car, partially visible in the foreground, within a dimly lit indoor space resembling a garage or showroom, with overhead lights casting soft illumination and blurred background elements including another red vehicle and structural beams. The lighting emphasizes his face and upper body while keeping the surroundings shadowed.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_9027b4e5a55cba1d62077dcf90a4cf13",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_9027b4e5a55cba1d62077dcf90a4cf13"
+  },
+  {
+    "instance_id": "mem_openhumanvid_d460fa610a261721e27d6a7dfab4a4f8",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/d460fa610a261721e27d6a7dfab4a4f8.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late 30s stands in the foreground, wearing a rich red traditional Chinese robe adorned with intricate gold embroidery. He has short black hair, a neatly trimmed beard, and a serious expression. His hands rest at his sides, and he faces another man across a sunlit courtyard framed by wooden lattice windows, red banners, and a glowing lantern above.",
+          "The man in the red robe begins to walk slowly away from the camera, stepping deeper into the courtyard toward the traditional building. His back turns gradually, the gold patterns on his robe catching the light as he moves, his silhouette narrowing against the red banners and wooden architecture.",
+          "The man is no longer visible; only the tranquil courtyard remains. Sunlight dapples across the stone path, red lanterns sway gently in the breeze, and the wooden lattice windows cast delicate shadows. The younger soldier stands motionless in the background, the quiet scene untouched by movement.",
+          "From the far end of the courtyard, a figure emerges—barely visible at first—walking steadily toward the camera. The red robe glimmers faintly in the sunlight as the man steps forward, his form growing clearer through the open space beneath the hanging lantern.",
+          "The man stands fully in frame once again, facing forward in his red traditional robe with golden embroidery. His short black hair, trimmed beard, and serious expression are unchanged. He is exactly as he was before, stationary and composed under the natural daylight, the red banners and lantern framing him perfectly."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man on the left maintain his short dark hair and light stubble throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by the man on the left?",
+          "options": [
+            "A. Blue",
+            "B. Red",
+            "C. Green",
+            "D. White"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man on the right consistently wearing a light-colored suit jacket and a dark tie?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the background soldier's uniform?",
+          "options": [
+            "A. Gray",
+            "B. Red",
+            "C. Black",
+            "D. White"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the background soldier remain stationary and unchanged in appearance throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features three men in a historical setting. Two are in the foreground, facing each other, with the third standing slightly behind and to the side. The man on the left appears to be in his late 30s, with short black hair, a trimmed beard, and a serious expression; he wears a red traditional Chinese garment with intricate gold embroidery. The man on the right, likely in his 40s, has neatly combed dark hair with gray streaks, a mustache, and is dressed in a dark gray suit jacket over a white shirt and black tie. In the background, a younger man in a light gray military uniform with red epaulettes and a matching cap stands at attention. The scene takes place outdoors in front of a traditional Chinese building with wooden lattice windows, red banners, and a red lantern hanging above. Natural daylight illuminates the scene, casting soft shadows.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_d460fa610a261721e27d6a7dfab4a4f8",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_d460fa610a261721e27d6a7dfab4a4f8"
+  },
+  {
+    "instance_id": "mem_openhumanvid_cbb114deb7a6845bc2abd724d351bbec",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/cbb114deb7a6845bc2abd724d351bbec.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young woman and man ride bicycles side by side on a rural gravel road under an overcast sky. The woman, on the left, wears a blue-and-white checkered button-up blouse, light-colored pants, and has dark hair in a low ponytail. She grips the handlebars of a silver bicycle with a front basket. The man, on the right, wears a white polo shirt with a blue collar, dark trousers, and carries a black shoulder bag. His short dark hair is neatly styled. Both face forward, slightly angled toward each other, riding through green grass and trees with distant power lines visible.",
+          "The woman begins to glide smoothly to the left, her bicycle rolling steadily off the path’s edge. Her checkered blouse flutters gently as she moves, the silver frame of her bike catching faint light. Only her back and part of her left arm remain visible as she exits the frame, her ponytail swaying with motion.",
+          "The gravel road stretches empty now, flanked by tall grass and leafy trees. Distant power lines cut across the gray sky. The silence settles over the countryside, broken only by wind rustling through foliage. No trace of movement or presence remains—just stillness and open space.",
+          "From the right edge of the frame, the woman reappears, pushing her bicycle slowly into view. Her silhouette emerges first, then the silver frame and front basket come into focus. Her checkered blouse catches the soft light as she enters, one foot stepping onto the pedal.",
+          "The woman is fully back in frame, standing beside her bicycle on the gravel road. She wears the same blue-and-white checkered blouse, light-colored pants, and her dark hair remains in a low ponytail. Her silver bike with the front basket rests beside her, just as before. She stands still, facing forward, the quiet countryside surrounding her."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hair remain tied back in a ponytail throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main pattern on the woman's shirt?",
+          "options": [
+            "A. Red",
+            "B. Blue",
+            "C. White",
+            "D. Green"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman's checkered shirt consistently visible and unchanged during the entire sequence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the woman doing with her hands at the beginning of the video?",
+          "options": [
+            "A. Holding the handlebars",
+            "B. Adjusting her hair",
+            "C. Raising her hand",
+            "D. Pointing ahead"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "After retrieving the item from her basket, does the woman turn back to face the man on the bicycle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two individuals, a young woman and a young man, both appearing to be in their late teens or early twenties, are riding bicycles side by side on a rural gravel road. The woman, positioned on the left, wears a short-sleeved, button-up blouse with a blue-and-white checkered pattern, paired with light-colored pants. Her dark hair is pulled back into a low ponytail. She holds the handlebars of her bicycle, which has a silver frame and a front basket. The man, on the right, wears a white short-sleeved polo shirt with a blue collar and dark trousers, with a black shoulder bag slung across his chest. His dark hair is neatly cut and short. Both face forward, slightly angled toward each other, suggesting interaction. They ride along a narrow, unpaved path flanked by green grass and trees under overcast daylight, with distant power lines visible. Their posture is relaxed, indicating casual movement through a quiet countryside setting.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_cbb114deb7a6845bc2abd724d351bbec",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_cbb114deb7a6845bc2abd724d351bbec"
+  },
+  {
+    "instance_id": "mem_openhumanvid_9fdb149c839d7bc6b941dd95c32f0c3c",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/9fdb149c839d7bc6b941dd95c32f0c3c.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman stands in a dim, cave-like space bathed in cool blue light. She wears a flowing, light-colored silk robe adorned with delicate floral patterns in soft pink, green, and blue hues. Her long black hair is styled in an intricate updo with red accents, and a small red mark graces her forehead. She holds a dark, ornate staff with curved elements and rings, her expression urgent, mouth slightly parted.",
+          "The woman begins to walk steadily toward the right side of the frame, her robe swaying gently with each step. The staff moves rhythmically beside her as she exits, her form gradually narrowing into the edge of view. The shadows deepen behind her, and only the lower half of her body remains visible as she slips out of sight.",
+          "The cave remains still and quiet, its rocky textures illuminated by faint bluish light. Cracks in the stone walls reflect subtle glimmers, and dust floats lazily in the air. The atmosphere is heavy with silence, the emptiness emphasizing the absence of movement or presence—only the cold, mystical environment remains.",
+          "From the left edge of the frame, the woman re-emerges, stepping slowly back into view. Her robe’s floral patterns catch the dim light as she enters, one foot forward. The tip of her ornate staff appears first, followed by her waist and then her face, still marked with urgency, her gaze fixed ahead.",
+          "The woman stands fully within the frame, her appearance unchanged—light silk robe with soft floral designs, elaborate black hair adorned with red accents, red mark on her forehead, and the dark, curved staff held firmly in hand. She is stationary, her expression tense yet resolute, exactly as before, rooted in the mysterious cave under the same cool, blue glow."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hairstyle remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the decorative hairpin in the woman's updo?",
+          "options": [
+            "A. Red",
+            "B. Gold",
+            "C. Silver",
+            "D. Black"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the red marking on the woman's forehead visible in every frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What pattern is visible on the woman's robe?",
+          "options": [
+            "A. Floral",
+            "B. Striped",
+            "C. Geometric",
+            "D. Solid"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the ornate staff next to the woman change its appearance or position during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, a woman and a man, both appearing to be in their late twenties to early thirties. The woman, positioned on the left, wears a flowing, light-colored robe with floral patterns in soft hues of pink, green, and blue, likely made of silk or a similar lightweight fabric; her attire suggests traditional East Asian clothing. Her long black hair is styled in an elaborate updo with decorative red accents, and she has a small red mark on her forehead. She holds a large, dark ornate weapon resembling a staff or spear with curved elements and rings, suggesting martial significance. Her expression is one of urgency or concern, mouth slightly open. The man, on the right and slightly blurred, wears a plain white robe with a V-neckline, his long black hair tied back loosely. He appears calm and focused, facing forward. They stand in a dimly lit cave-like setting with rocky textures in the background, illuminated by cool, bluish lighting that casts shadows, creating a mystical atmosphere.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_9fdb149c839d7bc6b941dd95c32f0c3c",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_9fdb149c839d7bc6b941dd95c32f0c3c"
+  },
+  {
+    "instance_id": "mem_openhumanvid_f597a56a57ac95f74397e8faf9b0d8ad",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/f597a56a57ac95f74397e8faf9b0d8ad.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A middle-aged man sits upright at a polished dark wooden desk, wearing a light gray pinstriped suit jacket over a crisp white dress shirt with cuffed sleeves and a dark blue diamond-patterned tie. His clean, well-kept hands hold a folded sheet of paper with handwritten Chinese characters. A red-inked envelope rests before him, and a brass telegraph machine glints in the foreground under soft, diffused lighting.",
+          "The man rises slowly from his chair, straightening his jacket as he turns away from the desk. He walks steadily deeper into the room, moving toward the far background where dark wood paneling recedes into shadow. Only his back and shoulders remain visible as he fades from view.",
+          "The desk remains untouched, the folded paper still held in place by his absence. The red-inked envelope lies open beside the brass telegraph machine, its coiled wire catching faint light. Soft shadows stretch across the polished wood floor, and the quiet study feels suspended in time.",
+          "From the far background, a figure emerges—slowly stepping forward through the dim corridor. The silhouette grows clearer, revealing the familiar shape of a man in a light gray pinstriped jacket. He advances steadily, his posture upright, approaching the desk once more.",
+          "The man stands fully in frame, seated again at the desk, identical to before. He wears the same light gray pinstriped suit jacket, white dress shirt with cuffed sleeves, and dark blue diamond-patterned tie. His hands rest on the folded paper, the red-inked envelope beside it, under the same soft, diffused light—motionless, composed, and unchanged."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hairstyle (short dark hair) remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of eyewear does the man wear?",
+          "options": [
+            "A. Sunglasses",
+            "B. Round-rimmed glasses",
+            "C. Rectangular-rimmed glasses",
+            "D. No glasses"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing the same patterned blue tie throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What color is the vest worn by the man?",
+          "options": [
+            "A. Dark gray",
+            "B. Light blue",
+            "C. White",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "When the second person enters the frame from the right, does the seated man remain in the same position and continue reading?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "One person is visible in the frame, appearing to be a middle-aged man based on hand appearance and attire. He wears a light gray pinstriped suit jacket over a white dress shirt with cuffed sleeves, paired with a dark blue patterned tie featuring diamond motifs. His hands are holding a folded sheet of paper with handwritten Chinese characters, while another envelope with red ink calligraphy lies on the dark wooden desk before him. A brass telegraph machine with a lever and coiled wire is partially visible in the foreground, suggesting a historical or early 20th-century setting. The man’s posture is upright and engaged, leaning slightly forward as he examines the document. His hair is not visible, but his hands appear clean and well-kept, with no visible jewelry. He is seated at a polished wooden desk against a backdrop of dark wood paneling, under soft, diffused lighting that casts gentle shadows, indicating an indoor office or study environment.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_f597a56a57ac95f74397e8faf9b0d8ad",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_f597a56a57ac95f74397e8faf9b0d8ad"
+  },
+  {
+    "instance_id": "mem_openhumanvid_dc4111517e93f5decf53e2268b80febf",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/dc4111517e93f5decf53e2268b80febf.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "In a dimly lit corridor, an older man with thinning black hair combed back and prominent facial lines stands facing right. He wears oval-rimmed glasses, a dark suit jacket over a crisp white shirt. Beside him, a younger man in his late 20s, with tousled black hair and sharp features, dons a navy suit, white shirt, and dark purple tie. Fluorescent lights hum overhead, casting soft shadows along the hallway.",
+          "The younger man begins to move forward, stepping toward the staircase at the end of the corridor. His posture remains rigid, eyes focused ahead. As he ascends, only his shoulders and head remain visible against the green exit sign glowing above the railing.",
+          "The staircase is now empty. The dim corridor stretches into silence, illuminated by flickering fluorescent lights. Closed doors line the walls, and the green exit sign glows faintly above the stairwell. Shadows pool beneath the railings, and no movement disturbs the stillness.",
+          "A figure descends from the top of the frame, emerging slowly into view. The lower half of a navy suit appears first, followed by the crisp white shirt and dark purple tie. The man’s tousled black hair comes into focus as he steps down, his expression serious and intent.",
+          "The younger man is fully back in frame, standing in the same position as before. His short, tousled black hair, sharp facial features, and navy suit with white shirt and dark purple tie are identical to earlier. He stands still, gaze steady, under the dim glow of the fluorescent lights."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the older man maintain his slicked-back hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of glasses does the older man wear?",
+          "options": [
+            "A. Thick black frames",
+            "B. Thin wire-rimmed frames",
+            "C. No glasses",
+            "D. Sunglasses"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the younger man wearing a purple tie throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the older man's suit jacket?",
+          "options": [
+            "A. Black",
+            "B. Light gray",
+            "C. Dark blue",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the younger man's expression change from serious to smiling at any point in the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two men in a dimly lit indoor corridor. The man on the left is older, approximately 50–60 years old, with a fair complexion, thinning black hair combed back, and prominent facial lines. He wears thin-rimmed oval glasses, a dark suit jacket over a white dress shirt, and appears to be mid-speech. His posture is slightly forward-leaning, facing toward the right of the frame. The younger man on the right, likely in his late 20s or early 30s, has short, tousled black hair, sharp facial features, and a serious expression. He wears a dark navy suit, a crisp white shirt, and a dark purple tie. Both are dressed formally, suggesting a professional setting. The background reveals fluorescent lighting, a green exit sign, and closed doors along a hallway, indicating an office or institutional building. The lighting casts soft shadows, enhancing the tense atmosphere.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_dc4111517e93f5decf53e2268b80febf",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_dc4111517e93f5decf53e2268b80febf"
+  },
+  {
+    "instance_id": "mem_openhumanvid_cb075441021eecd283ffe5af68c16a8b",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/cb075441021eecd283ffe5af68c16a8b.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Two young men stand side by side in a dimly lit bedroom bathed in soft blue light. The one on the left wears a light beige long-sleeve shirt, holding a large plush rabbit with gray ears and a red-and-white striped body close to his chest. He has short, dark, neatly styled hair and a slightly surprised expression. The man on the right wears a white t-shirt under a gray zip-up hoodie, with bangs falling over his forehead and a neutral gaze. Behind them, a wooden bookshelf lines the wall, books and trinkets scattered across its shelves, while a bunk bed peeks from the left.",
+          "The man on the left begins to step forward, moving slowly toward the right side of the frame. His hands tighten around the plush rabbit as he shifts weight, his body partially obscured by a tall wooden pillar rising from the floor. His face remains visible, eyes wide, as he moves behind the structure, the blue glow catching the edge of his sleeve.",
+          "The pillar now fully blocks the view. Only the quiet bedroom remains—soft blue lighting casting gentle shadows across the bookshelf, the bunk bed’s upper level faintly visible, and the plush rabbit no longer in sight. The air feels still, the room unchanged except for the absence of movement.",
+          "A figure emerges from behind the pillar on the far right. The man on the left reappears, stepping into frame with cautious motion. His beige shirt and the plush rabbit are just visible, the red-and-white stripes peeking out as he edges forward. His dark hair is still neat, his expression lingering in surprise.",
+          "The man stands fully in frame again, identical to before. He wears the same light beige long-sleeve shirt, clutching the gray-eared, red-and-white striped plush rabbit near his chest. His short, dark hair is perfectly styled, and his startled expression remains unchanged. The man on the right stands beside him, calm in his white t-shirt and gray hoodie, both facing forward in the softly lit room."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the person on the left have dark hair throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by the person on the left?",
+          "options": [
+            "A. Blue",
+            "B. White",
+            "C. Beige",
+            "D. Green"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the plush toy held by the person on the left consistently visible in the same orientation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary object being held by the person on the left?",
+          "options": [
+            "A. A book",
+            "B. A stuffed animal",
+            "C. A bag",
+            "D. A phone"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the person on the right remain completely still throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two young men, appearing to be in their late teens or early twenties, are positioned side by side in a dimly lit bedroom. The individual on the left wears a light beige long-sleeve shirt and holds a large, plush rabbit toy with gray ears and a red-and-white striped body; his hands are clasped around it near his chest. He has short, dark hair styled neatly, with a slightly surprised or startled expression. The person on the right is dressed in a white t-shirt layered under a gray zip-up hoodie, his posture relaxed but attentive. He has short, dark hair with bangs falling over his forehead and a neutral expression. Both face forward, toward the camera. Behind them, a wooden bookshelf filled with books and small items lines the wall, along with a bunk bed partially visible on the left. The room is illuminated by soft blue ambient lighting, suggesting nighttime or low-light conditions.",
+      "exit_plan": {
+        "exit": "steps behind a large foreground object (pillar, wall, or vehicle) blocking the view entirely",
+        "return": "emerges from the other side of the occluding object"
+      }
+    },
+    "task_id": "mem_openhumanvid_cb075441021eecd283ffe5af68c16a8b",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_cb075441021eecd283ffe5af68c16a8b"
+  },
+  {
+    "instance_id": "mem_openhumanvid_0f361e624377b3b14611e82a695bc9c5",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/0f361e624377b3b14611e82a695bc9c5.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young adult male with shoulder-length dark hair styled in neat side-swept bangs stands in a sterile hospital hallway, wearing thin-framed rectangular glasses. He is dressed in a crisp white lab coat over a light blue pinstriped dress shirt and a dark purple striped tie. His slender frame faces slightly left, engaged in a serious conversation with another person whose back is turned.",
+          "The man begins to turn toward the right, stepping forward with measured purpose. His lab coat sways gently as he moves, his glasses catching the fluorescent light. Only half of his body remains visible as he starts to disappear around the corner, leaving the second figure still facing him.",
+          "The corridor is now empty—white walls stretch into the distance under cool overhead lighting. A red emergency light glows faintly at the far end. The polished floor reflects the sterile glow, and the silence echoes through the quiet medical hallway, untouched by movement or sound.",
+          "From the same corner, a figure begins to emerge—first just the edge of a white lab coat, then the silhouette of a slender build. Dark hair and the gleam of glasses become visible as the man rounds the bend, re-entering the frame slowly, his posture composed and deliberate.",
+          "The man stands fully in view once more, his appearance identical to before: shoulder-length dark hair, side-swept bangs, thin-framed glasses, white lab coat over a light blue pinstriped shirt and dark purple striped tie. He is stationary, facing slightly left, completing the return with precise symmetry to his original position."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hairstyle change at any point during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the tie worn by the man?",
+          "options": [
+            "A. Blue",
+            "B. Purple",
+            "C. Red",
+            "D. Silver"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing glasses throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the man's outer garment?",
+          "options": [
+            "A. Black",
+            "B. White",
+            "C. Gray",
+            "D. Purple"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression change from serious to smiling during the conversation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, one fully visible and the other partially seen from behind. The visible person appears to be a young adult male, approximately 25–35 years old, with dark, shoulder-length hair styled neatly with side-swept bangs. He wears thin-framed rectangular glasses and has a slender build. His attire includes a white lab coat over a light blue pinstriped dress shirt paired with a dark purple striped tie. He stands facing slightly left, engaging in what seems to be a serious conversation with the second individual, whose back is turned to the camera; this person also wears a white lab coat and has medium-length brown hair. The setting is an indoor hospital or medical facility hallway, characterized by fluorescent lighting, white walls, and a distant red emergency light. The lighting is cool and clinical, emphasizing the professional atmosphere.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_0f361e624377b3b14611e82a695bc9c5",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_0f361e624377b3b14611e82a695bc9c5"
+  },
+  {
+    "instance_id": "mem_openhumanvid_ee552259aaacc00e95f7249dab418047",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/ee552259aaacc00e95f7249dab418047.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A single figure stands in the foreground, arm extended toward a wet stone ledge. They wear a dark formal sleeve with a rich brown cuff, paired with a pristine white glove made of smooth cotton or linen, fitting snugly over the hand. No face or body is visible—only the poised arm and glove. Behind, blurred figures in earth-toned military uniforms stand against aged stonework under dim, overcast light.",
+          "The figure slowly turns their arm inward, retracting from the puddle’s edge. Their movement is deliberate, almost ceremonial, as they begin to pivot away from the camera. The white glove remains sharply defined against the damp cobblestones, while the dark sleeve glides forward into shadow, heading toward a narrow stone corner.",
+          "The person vanishes entirely behind the curved wall, leaving only the rain-slicked ground and ancient stonework in view. Distant figures remain motionless in the background, their uniforms blending into the muted tones of the fortress-like setting. The air feels still, heavy with quiet anticipation.",
+          "From the same corner, a silhouette re-emerges—first the edge of a dark sleeve, then the crisp white glove appearing at the frame’s edge. The hand moves cautiously forward, fingers slightly curled, as if resuming a ritual. The figure steps back into the scene, slow and measured, returning along the same path.",
+          "The person is now fully visible again, standing exactly as before. The dark formal sleeve with its brown cuff rests naturally, and the pristine white glove covers the hand completely, unblemished and perfectly fitted. No other features are seen—just the arm, poised above the puddle, as if time had not passed."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's short dark hair remain visible throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the color of the gloves worn by the man?",
+          "options": [
+            "A. Black",
+            "B. White",
+            "C. Gray",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the red mark on the man's glove visible both in the close-up shot and when his face is shown?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What insignia is visible on the man's epaulets?",
+          "options": [
+            "A. Three stars",
+            "B. Three circles",
+            "C. Three triangles",
+            "D. Three lines"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man maintain a serious facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single person is visible in the foreground, their arm extended toward a wet stone ledge. The individual wears a dark, possibly black, formal sleeve with a brown cuff, paired with a pristine white glove that covers the hand completely. The glove appears made of smooth fabric, likely cotton or linen, and is neatly fitted. No other part of the body or face is visible, so age, gender, hair, or build cannot be determined. The hand is positioned just above a shallow puddle along the edge of a rough-hewn stone wall, suggesting deliberate motion or inspection. In the blurred background, several indistinct figures stand in what appears to be a historical or military setting, wearing period-style uniforms with earthy tones and armor-like elements. The environment is dimly lit, likely overcast or shaded, with damp cobblestone ground and aged stonework indicating an outdoor urban or fortress-like location. The person’s posture implies cautious or ceremonial movement, facing slightly away from the camera toward the wall.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_ee552259aaacc00e95f7249dab418047",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_ee552259aaacc00e95f7249dab418047"
+  },
+  {
+    "instance_id": "mem_openhumanvid_838dce5a9033de45ff32c1ac749a1abb",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/838dce5a9033de45ff32c1ac749a1abb.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man with a full beard and dark, wavy hair styled upward stands in a warmly lit hallway, wearing a brown zip-up sweater with gray trim over a collared shirt and suspenders. His serious expression is framed by the cream-colored walls and arched doorways behind him, while another man in a navy double-breasted uniform holds a tray of pastries nearby.",
+          "The bearded man begins to turn left, stepping forward with purpose toward a corner in the hallway. His body angles away from the camera as he moves, the suspenders shifting slightly with his motion, his face still visible but partially obscured by the curve of the wall ahead.",
+          "The corner now blocks all view of the man; only the cream-colored walls, wooden doors, and blurred figures in the background remain. Warm light spills across the polished floor, and the distant murmur of voices echoes through the quiet corridor.",
+          "From the same corner, the man re-emerges, slowly stepping back into frame. His shoulder and part of his face come into view first, the brown sweater and gray trim catching the light as he rounds the bend, his steady gaze fixed forward.",
+          "The man stands fully in frame once more, his full beard and dark, wavy hair neatly styled, wearing the same brown zip-up sweater with gray trim, collared shirt, and suspenders. He is stationary, facing the camera with a serious expression, exactly as before."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the brown sweater maintain his beard throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the uniform jacket worn by the man on the right?",
+          "options": [
+            "A. Red",
+            "B. Navy blue",
+            "C. Black",
+            "D. Gray"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man in the navy uniform consistently wearing a black tie?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How many gold stripes are visible on the sleeve of the man's uniform jacket?",
+          "options": [
+            "A. One",
+            "B. Two",
+            "C. Three",
+            "D. Four"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man in the brown sweater cross his arms at any point during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two men in the foreground, both appearing to be in their late 30s to early 50s. The man on the left has a full beard and dark, wavy hair styled upward; he wears a brown zip-up sweater with gray trim over a collared shirt and suspenders. He stands slightly angled toward the camera with a serious expression. The man on the right has short, dark hair and a rounder face; he is dressed in a dark navy double-breasted uniform jacket with gold buttons and a black tie, suggesting a formal or maritime role. He holds a tray topped with a silver finial and covered in small pastries. Both men are standing in an indoor hallway with cream-colored walls, arched doorways, and wooden doors in the background. Several other people are visible behind them, blurred, indicating a crowded space. The lighting is warm and diffused, typical of interior scenes.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_838dce5a9033de45ff32c1ac749a1abb",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_838dce5a9033de45ff32c1ac749a1abb"
+  },
+  {
+    "instance_id": "mem_openhumanvid_289e5f62cfea15b7b49bf9cbc90c223d",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/289e5f62cfea15b7b49bf9cbc90c223d.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Two men stand in a minimalist indoor space, softly lit. The man on the left has short, curly dark hair and a full beard, wearing a light gray zip-up jacket over a black and white layered shirt. He faces forward, head turned right. The man on the right has neatly styled medium-length dark hair, a dark gray suit jacket, an unbuttoned white dress shirt, and a thin black choker necklace. They are engaged in quiet conversation.",
+          "The man on the left begins to turn slowly toward the right, stepping away from his companion. His body shifts sideways as he walks toward a corner near the modern metal staircase railing. Only his back and left profile remain visible as he moves out of the frame’s center.",
+          "The corner is now empty. The minimalist interior remains unchanged—light-colored walls, a framed abstract painting, and the sleek metal railing of the staircase. Soft ambient light fills the space. No movement or presence is detectable; the scene is still and quiet.",
+          "A figure emerges from behind the same corner, reappearing gradually into view. The man on the left steps forward, only partially visible—his shoulder and side of his face entering the frame first. His posture suggests he is returning deliberately, moving with calm intent.",
+          "The man is fully back in frame, standing in the same position as before. His short, curly dark hair and full beard are unchanged. He wears the light gray zip-up jacket over the black and white layered shirt. His body faces forward, head turned right, just as in the beginning. He stands still, the scene restored exactly as it was."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does Man 1 (left) maintain his full beard throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by Man 2 (right)?",
+          "options": [
+            "A. Black",
+            "B. White",
+            "C. Blue",
+            "D. Green"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the black choker-style necklace visible on Man 2 (right) throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of jacket is Man 1 (left) wearing?",
+          "options": [
+            "A. Leather",
+            "B. Zip-up",
+            "C. Button-up",
+            "D. Hoodie"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Do both men maintain their respective positions (Man 1 on the left, Man 2 on the right) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two men are present in the frame, both appearing to be in their late twenties to early thirties. The man on the left has short, curly dark hair and a full beard, wearing a light gray zip-up jacket over a black and white layered shirt. He stands slightly angled toward the other man, with his body facing forward but head turned right. The man on the right has medium-length dark hair styled neatly, wearing a dark gray suit jacket over an unbuttoned white dress shirt with a thin black choker necklace. He is standing upright, facing left toward the first man. Both appear engaged in conversation. Behind them, a minimalist interior features a framed abstract painting on a light-colored wall and a modern metal staircase railing to the right. Lighting is soft and even, suggesting indoor ambient illumination. No visible accessories or props are held by either individual.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_289e5f62cfea15b7b49bf9cbc90c223d",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_289e5f62cfea15b7b49bf9cbc90c223d"
+  },
+  {
+    "instance_id": "mem_openhumanvid_f0faae2b9b81ee428aa8583ba550f92c",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/f0faae2b9b81ee428aa8583ba550f92c.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young male in his late teens to early twenties stands on the right side of the frame, clad in elaborate black armor adorned with intricate silver embroidery and layered textures reminiscent of ancient Chinese fantasy. His high-collared outfit features detailed shoulder pieces, dark gloves, and a sleek cascade of long black hair secured by a small decorative hairpin. A red triangular mark glows faintly on his forehead as he raises one hand, palm open, channeling unseen energy. Dramatic lighting highlights his commanding presence against a swirling backdrop of dark clouds, fiery embers, and abstract mystical patterns.",
+          "The figure begins to ascend a glowing stone staircase that emerges from the shadows, stepping upward with deliberate grace. His silhouette grows smaller as he moves toward the upper edge of the frame, one hand still raised, energy flickering around his palm. Only the lower half of his armored form remains visible, vanishing gradually into the misty heights above.",
+          "The staircase fades into the ethereal void, leaving only the dark, swirling sky filled with crimson flames and floating geometric symbols. Swirling clouds pulse with faint light, and distant embers drift like stars. The scene is still and silent, devoid of any human presence, yet charged with latent power.",
+          "From the top of the frame, a shadow descends slowly—first the gleaming silver shoulder piece, then the curve of the high collar. The figure’s long black hair flows down as he steps back into view, one gloved hand still raised, palm open. The red mark on his forehead pulses softly as he nears the center of the frame.",
+          "The young man is fully back in frame, standing tall and poised on the right side, identical to before. His black armor with silver embroidery, high collar, and detailed shoulder pieces are perfectly intact. His long black hair falls past his shoulders, held by the delicate hairpin, and the red triangular mark glows steadily on his forehead. He stands still, hand raised, facing slightly forward, as the mystical background swirls behind him."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Do the two male characters with elaborate costumes and headpieces remain in the frame throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the face markings on the male characters?",
+          "options": [
+            "A. Red",
+            "B. Gold",
+            "C. Blue",
+            "D. Black"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the ornate headpieces worn by the male characters consistent in design (horns/antlers) across different shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of weapons or props are the male characters holding?",
+          "options": [
+            "A. Swords",
+            "B. Staffs",
+            "C. Axes",
+            "D. No visible weapons"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the costume style of the male characters change from one shot to another within the first 6 seconds?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "One person, a young male in his late teens to early twenties, stands prominently on the right side of the frame. He wears an elaborate black outfit with intricate silver embroidery and layered textures, resembling traditional fantasy or ancient Chinese armor, featuring high collars and detailed shoulder pieces. His long, straight black hair is styled sleekly, falling past his shoulders, with a small decorative hairpin visible at the crown. A red triangular mark adorns his forehead. He wears dark gloves and holds one hand raised upward, palm open, as if channeling energy. His posture is upright and commanding, facing slightly toward the camera. The background is a dark, ethereal scene with swirling clouds, fiery elements, and abstract patterns, suggesting a mystical or otherworldly setting. Lighting focuses on him, casting dramatic shadows and highlighting his features against the moody, fantastical backdrop.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_f0faae2b9b81ee428aa8583ba550f92c",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_f0faae2b9b81ee428aa8583ba550f92c"
+  },
+  {
+    "instance_id": "mem_openhumanvid_7dbe82b3856152fb0c0ee99ef4082b0a",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/7dbe82b3856152fb0c0ee99ef4082b0a.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Two young East Asian men stand side by side in a softly lit room with wooden paneling and pale yellow striped wallpaper. Both wear matching gray open-front jackets over cream-colored traditional shirts with buttoned collars. The man on the left has short, neatly side-parted black hair; the one on the right has slightly longer, tousled wavy hair. Neither wears accessories. Their expressions are calm and neutral, framed by a geometric-patterned glass window to the left.",
+          "The man on the right begins to walk slowly backward into the depth of the room, his figure receding toward the far wall. His jacket sways gently with each step, and his tousled hair catches the soft daylight as he moves deeper into the background, still partially visible against the warm wooden panels.",
+          "The room is now empty—no trace of either man remains. Only the quiet stillness lingers. The wooden paneling, striped wallpaper, and geometric window frame remain unchanged under the diffused natural light. A faint shadow stretches across the floor where they once stood, but no movement disturbs the scene.",
+          "From the far end of the room, a figure emerges—first just the edge of a gray jacket, then the silhouette of the man with wavy dark hair. He walks steadily forward, his steps measured and deliberate. As he nears, the cream shirt beneath the jacket becomes visible, and the soft light glints off his tousled locks.",
+          "The man stands fully in frame, centered and still. He wears the same gray open-front jacket over the cream traditional shirt, his wavy dark hair tousled as before. No accessories adorn him. His expression is calm, matching his earlier appearance exactly. The room remains unchanged, bathed in soft daylight."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man on the right maintain the same facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the jacket worn by the man on the right?",
+          "options": [
+            "A. Dark Blue",
+            "B. Light Green",
+            "C. Grey",
+            "D. Beige"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man on the right's curly hair style consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the man on the right turn his head during the video?",
+          "options": [
+            "A. Always facing forward",
+            "B. Turns left, then right, then up",
+            "C. Stays still",
+            "D. Only turns right"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man on the right's facial features (eyes, nose, mouth) change between frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two young East Asian men, both appearing to be in their late teens or early twenties. They are dressed in matching gray, open-front jackets over cream-colored traditional-style shirts with buttoned collars and front closures; the fabric appears lightweight and possibly cotton or linen. Neither man wears any visible accessories such as glasses, jewelry, or hats. The man on the left has short, dark black hair styled neatly with a side part, while the man on the right has slightly longer, wavy dark hair that is tousled. Both have slim builds and neutral complexions. The man on the left stands slightly turned toward the center, looking off-frame to his right with a calm expression, while the man on the right faces forward with an open mouth, suggesting surprise or exclamation. They stand indoors against a backdrop of wooden paneling and pale yellow wallpaper with vertical stripes and subtle patterns. A geometric-patterned glass window with brown framing is visible on the left. The lighting is soft and even, likely natural daylight diffused through windows.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_7dbe82b3856152fb0c0ee99ef4082b0a",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_7dbe82b3856152fb0c0ee99ef4082b0a"
+  },
+  {
+    "instance_id": "mem_openhumanvid_3763e43f45788c935229311ad8a966e1",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/3763e43f45788c935229311ad8a966e1.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman stands in the foreground, framed by soft pink cherry blossoms. She wears a flowing silk qipao in deep crimson with golden embroidery, her long black hair styled in an elegant updo adorned with a delicate jade hairpin. She holds a folded paper fan in one hand, its surface painted with lotus flowers. The ambient glow highlights her poised stillness beneath the classical columns.",
+          "She begins to walk away from the camera, stepping gracefully toward the illuminated doorway in the background. Her qipao sways gently with each step, the fan held loosely at her side. The blossoms frame her silhouette as she moves deeper into the scene, her figure gradually receding into the warm light of the building’s entrance.",
+          "The doorway glows softly, casting a golden hue across the stone steps and columns. Cherry blossoms sway slightly in the night breeze, their petals drifting down like whispers. The wall sconces flicker faintly, illuminating the gold Chinese characters above the door. The scene remains still and serene, untouched by human presence.",
+          "From the far background, a figure emerges slowly from the shadowed doorway. She walks forward, her crimson qipao catching the ambient light as she steps into view. The edge of her sleeve brushes past a branch, stirring a few blossoms. Only part of her form is visible—her face still hidden behind the archway’s glow.",
+          "The woman stands fully in frame, centered beneath the blooming branches. Her crimson silk qipao with golden embroidery is pristine, her black hair neatly pinned with the jade hairpin, and the lotus-painted fan rests lightly in her hand. She is still, composed, and exactly as she was before—unchanged, unbroken, present."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Do both men maintain the same relative positions to each other while walking?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What item does one of the men carry in his left hand?",
+          "options": [
+            "A. A hat",
+            "B. A briefcase",
+            "C. A bag",
+            "D. A cane"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the taller man consistently on the left side of the shorter man throughout their walk?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Do both men's clothing details (color and style) remain unchanged as they walk down the street?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "How many distinct items are visible on the taller man?",
+          "options": [
+            "A. One",
+            "B. Two",
+            "C. Three",
+            "D. None"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "There are no people visible in this frame. The image depicts a nighttime scene of an architectural structure with classical columns and a balcony, partially framed by branches of pink cherry blossoms in full bloom. The building features illuminated wall sconces and a central doorway with a lit interior, suggesting a formal or historical setting. Gold Chinese characters are mounted above the entrance, adding cultural context. The lighting is soft and ambient, emanating from fixtures on the walls and ceiling, casting gentle shadows. The foreground is dominated by delicate pink flowers and dark tree branches, creating a contrast between natural beauty and man-made elegance. The environment appears serene and still, with no signs of human presence or movement.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_3763e43f45788c935229311ad8a966e1",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_3763e43f45788c935229311ad8a966e1"
+  },
+  {
+    "instance_id": "mem_openhumanvid_188a2b7be5c301471e43386cd1414865",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/188a2b7be5c301471e43386cd1414865.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A person stands centered in the frame, framed by sheer white curtains fluttering gently in a soft breeze. They wear a tailored navy-blue coat over a cream turtleneck, dark trousers, and polished black boots. Their short, neatly styled ash-blonde hair catches the diffused daylight. A silver wristwatch glints on their left arm as they hold a vintage leather satchel in their right hand.",
+          "The person begins to walk steadily toward the left edge of the frame, their posture upright and deliberate. The satchel swings slightly with each step, and the hem of their coat brushes against the window sill. Half of their body is now out of view, but their movement remains smooth and unhurried.",
+          "The frame is empty. Only the translucent curtains ripple faintly in the breeze, revealing the blurred outlines of scaffolding and stacked green-marked crates beyond the glass. Sunlight filters through the fabric, casting soft shadows across the windowpane. The urban construction site remains still and silent.",
+          "From the right side of the frame, a glimpse of dark trousers and polished boots appears, followed by the edge of the navy-blue coat. The person steps forward slowly, re-emerging into view. The satchel comes into sight, swinging gently as they continue walking inward.",
+          "The person stands fully within the frame, centered once more. Their ash-blonde hair is neatly styled, the navy-blue coat drapes perfectly over the cream turtleneck, and the silver wristwatch gleams under natural light. They hold the vintage leather satchel in their right hand, standing still and composed, exactly as before."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hair remain tied back in a low ponytail throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of earrings does the woman wear?",
+          "options": [
+            "A. Hoop earrings",
+            "B. Stud earrings",
+            "C. Dangle earrings",
+            "D. No earrings"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman's white lace top consistently visible and unchanged in style during the conversation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the woman's facial expression change during the interaction?",
+          "options": [
+            "A. From neutral to serious",
+            "B. From neutral to smiling",
+            "C. From smiling to neutral",
+            "D. From serious to smiling"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman maintain eye contact with the man throughout the entire conversation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "There are no people visible in this frame. The image shows a close-up view through a window partially covered by sheer, light-colored curtains, with the focus on the glass and fabric rather than any individual. The background reveals an out-of-focus construction site or industrial area, including scaffolding, wooden planks, and stacked materials, possibly crates or containers with green markings. The lighting is diffused and natural, suggesting daytime, but no human figures, clothing, accessories, hair, or physical features can be observed. The scene appears static, with no movement or presence of individuals within the frame. The environment suggests an urban or semi-urban setting undergoing development or renovation, though no specific details about people are discernible.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_188a2b7be5c301471e43386cd1414865",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_188a2b7be5c301471e43386cd1414865"
+  },
+  {
+    "instance_id": "mem_openhumanvid_b9485671363cffdfe3542fea69b00efb",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/b9485671363cffdfe3542fea69b00efb.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man and a woman stand in a softly lit institutional room with barred windows. The man, on the left, wears a light blue long-sleeved work shirt, a white lanyard around his neck, and has short black hair. The woman, in the foreground right, dons a dark gray vest over a white collared shirt, her short dark hair neatly styled, face serious as she gazes off-camera.",
+          "The woman begins to turn slowly toward the left, stepping forward with measured purpose. Her vest shifts slightly as she moves, her expression unchanged. She walks past the man, who remains still, and edges out of frame, her silhouette narrowing as she approaches the corner.",
+          "The corner is now empty. The room remains quiet, bathed in natural daylight filtering through the barred windows. The clinical walls, pale floor, and faint shadows linger—no movement, no sound, just the stillness of an unoccupied space.",
+          "From the same corner, a figure emerges—first a glimpse of dark fabric, then the edge of a navy vest. The woman steps back into view, her posture steady, her gaze fixed ahead. Her white collared shirt and short dark hair become clearer as she advances into the frame.",
+          "The woman stands fully within the frame, identical to before—dark gray vest over a crisp white shirt, short dark hair framing her face, expression serious. The light blue-shirted man remains beside her, unchanged. Both are still, their appearances exactly as they were at the start."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hairstyle remain unchanged as she turns to face the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the lanyard worn by the woman?",
+          "options": [
+            "A. Yellow",
+            "B. Orange",
+            "C. Red",
+            "D. Blue"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman's facial expression consistent before and after she turns to face the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of shirt is the woman wearing?",
+          "options": [
+            "A. Sleeveless top",
+            "B. Collared shirt",
+            "C. Tank top",
+            "D. Hoodie"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the lighting on the woman's face change significantly as she turns to face the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The frame features two individuals, a man and a woman, both appearing to be in their late twenties to early thirties. The man, positioned on the left side of the frame, wears a light blue, long-sleeved work shirt with a visible white lanyard or cord around his neck; his attire suggests a uniform. He has short black hair, a neutral expression, and is standing slightly turned away from the camera, facing left. The woman, in the foreground on the right, wears a dark gray or navy vest over a white collared shirt, also resembling a uniform. Her hair is short, dark, and neatly styled, framing her face. She has a serious, contemplative expression, with her gaze directed slightly off-camera. Both appear slim and composed. The setting is an indoor room with barred windows allowing natural daylight, suggesting a clinical or institutional environment such as a hospital or office. The lighting is soft and even, highlighting their faces without harsh shadows.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_b9485671363cffdfe3542fea69b00efb",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_b9485671363cffdfe3542fea69b00efb"
+  },
+  {
+    "instance_id": "mem_openhumanvid_14d97466f9aadcf3095d69c243357aca",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/14d97466f9aadcf3095d69c243357aca.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A person sits cross-legged on a patterned rug in a dimly lit room, facing away from the camera. They wear a flowing cream-colored robe with intricate embroidery along the hem and sleeves, layered over bright yellow satin trousers that catch the soft light. A dark blue cuff adorns one wrist, and long, dark braided hair trails down their back, ending in a small tassel. A thin black cord runs vertically along the robe’s spine. The room glows with warm, low lighting, casting gentle shadows around wooden furniture and ceremonial objects like incense sticks and small flags.",
+          "The person slowly rises from the rug, maintaining a composed posture. Their hands lift gently from their lap as they turn slightly to the left, stepping toward a faintly visible staircase ascending into the upper frame. The cream robe sways softly, revealing more of the yellow trousers beneath. Only the lower half remains fully visible as they begin their ascent.",
+          "The staircase is now empty. The dim room holds stillness—only the patterned rug, wooden furnishings, and ceremonial objects remain under the warm glow. Shadows stretch across the floor, and the faint scent of incense lingers in the air. No movement disturbs the quiet space.",
+          "From the top of the frame, a figure begins to descend. The edge of the cream robe appears first, followed by the yellow satin trousers catching the light. The dark blue cuff and braided hair come into view as the person steps down, moving slowly and deliberately. Only the upper portion of their form is visible as they re-enter the scene.",
+          "The person is fully seated again, cross-legged on the patterned rug, facing away from the camera. They wear the same flowing cream robe with embroidered details, layered over bright yellow satin trousers. The dark blue cuff rests at the wrist, and long, dark braided hair ends in a small tassel. The thin black cord runs down the back of the robe. The room remains unchanged, warm and still, as the person sits motionless, perfectly restored."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hair remain tied back in a braid throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the outer robe worn by the man?",
+          "options": [
+            "A. Red",
+            "B. Yellow",
+            "C. Green",
+            "D. Blue"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing a beard and mustache that appear white or gray?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary material or style of the man's headwear (if any)?",
+          "options": [
+            "A. A hat",
+            "B. A headband",
+            "C. A braid secured with a hairpin",
+            "D. None"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's posture remain seated and still throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "One person is seated cross-legged on a patterned rug in a dimly lit indoor space, likely a traditional or ceremonial room. The individual appears to be an adult of indeterminate gender, with a slender build and posture suggesting stillness or meditation. They wear a flowing, cream-colored robe with intricate embroidered patterns along the hem and sleeves, layered over bright yellow satin trousers that reflect light softly. A dark blue cuff or sleeve cover is visible at the wrist, contrasting with the lighter fabric. Their hair is long, dark, and braided tightly down the back, ending in a small tassel. No jewelry or accessories are visible, but a thin black cord runs vertically along the back of the robe. The person faces away from the camera, angled slightly to the left, with their hands resting gently on their lap. The background includes faint outlines of wooden furniture and ceremonial objects, such as incense sticks or small flags, under warm, low lighting that casts soft shadows across the scene.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_14d97466f9aadcf3095d69c243357aca",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_14d97466f9aadcf3095d69c243357aca"
+  },
+  {
+    "instance_id": "mem_openhumanvid_41619371dfb3eec067208f1b4d1a17c2",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/41619371dfb3eec067208f1b4d1a17c2.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late 30s to early 40s sits centered at a cluttered desk, angled slightly left. He wears a dark olive-green button-up jacket over a maroon shirt, both matte with visible stitching. His short, tousled black hair frames his face as he focuses downward, holding a red pen in his right hand. A black-strapped wristwatch rests on his left wrist, while papers, books, and office supplies surround him under soft overhead light.",
+          "The man shifts forward, rising from the chair with deliberate motion. He turns toward the upper left of the frame, lifting his legs as he begins ascending an unseen staircase. His back faces the viewer, the red pen still gripped in his hand, partially obscured by the edge of the desk as he moves upward and out of view.",
+          "The desk remains cluttered beneath dim lighting—papers scattered, a gray pen holder standing upright, a small figurine glinting faintly. The beige wall and dark shelving are still visible, shadows stretching across the surface. No movement or presence; only silence and stillness fill the space where the man once sat.",
+          "From the top of the frame, a figure descends slowly into view. The silhouette of a man’s head and shoulders emerges, stepping down the stairs. His dark olive-green jacket and maroon shirt become visible, along with the red pen now lowered in his hand. His posture is focused, moving steadily toward the desk.",
+          "The man stands fully within the frame, seated again at the cluttered desk. He wears the same dark olive-green jacket over a maroon shirt, both matte with visible stitching. His short, tousled black hair falls just above his ears, and the black-strapped wristwatch remains on his left wrist. He holds the red pen poised over the notebook, eyes focused downward, exactly as before."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's short brown hair appear consistently styled throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the jacket worn by the man in the video?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. Brown",
+            "D. Black"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the black wristwatch visible on the man's left wrist in all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of clothing is the man wearing underneath his green jacket?",
+          "options": [
+            "A. White t-shirt",
+            "B. Brown t-shirt",
+            "C. Gray sweater",
+            "D. No shirt"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man maintain the same seated posture throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "One adult male, appearing to be in his late 30s to early 40s, is seated at a cluttered desk in a dimly lit room. He wears a dark olive-green button-up jacket over a maroon shirt, both made of matte fabric with visible stitching. His short, slightly tousled black hair falls just above his ears, and he has a neutral expression with focused eyes directed downward at an open notebook. He holds a red pen in his right hand, poised over the paper, while his left hand rests near the edge of the page. A wristwatch with a black strap is visible on his left wrist. The man sits centered in the frame, angled slightly toward the viewer’s left, with his torso leaning forward in concentration. The desk is strewn with papers, books, a gray cylindrical container holding pens, a small figurine, and various office supplies. Behind him, a muted beige wall and dark shelving are partially visible, illuminated by soft overhead lighting that casts subtle shadows across his face and surroundings.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_41619371dfb3eec067208f1b4d1a17c2",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_41619371dfb3eec067208f1b4d1a17c2"
+  },
+  {
+    "instance_id": "mem_openhumanvid_ddc4ee429021570696b60649686892d3",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/ddc4ee429021570696b60649686892d3.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late twenties stands upright, clad in a richly embroidered red and gold robe with silver trim, layered over a green vest-like garment. His long black hair is tied back with a decorative hairpin, and he faces slightly right, gazing intently at the seated man. The setting is an opulent room with red lacquered walls and white lattice windows, softly lit to highlight intricate textures.",
+          "The man begins to walk steadily toward the left, his movements deliberate and composed. The hem of his ornate robe sways gently as he moves, the silver trim catching the light. His profile remains visible, the green vest and tied-back hair still prominent as he steps partially out of frame.",
+          "The man has fully exited the scene; no part of him is visible. The room remains still—red lacquered walls, white lattice windows, and the low wooden table with fruit untouched. The soft lighting continues to illuminate the detailed architecture and the quiet elegance of the space.",
+          "From the right side of the frame, the man re-enters, emerging slowly. Only his shoulder and part of his robe are visible at first, the red fabric and gold embroidery glinting subtly. His long black hair, secured with the hairpin, drapes slightly over his shoulder as he steps forward.",
+          "The man is now fully back in frame, standing upright and facing slightly right. He wears the same red and gold embroidered robe with silver trim, the green vest-like overlay, and his long black hair tied back with the decorative hairpin. He is stationary, his gaze fixed on the seated man, the scene unchanged from the beginning."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does Man 1 maintain his long dark hair tied back throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the primary robe worn by Man 2?",
+          "options": [
+            "A. Red",
+            "B. Yellow",
+            "C. Green",
+            "D. Blue"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is Man 2's goatee visible in all frames of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of headwear does Man 1 have?",
+          "options": [
+            "A. A crown",
+            "B. A headband",
+            "C. A hairpin",
+            "D. None"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does Man 2's braided hairstyle change during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two men in a traditional Chinese setting. The man on the left, appearing to be in his late twenties, stands upright and wears an ornate red and gold embroidered robe with silver trim and a green vest-like overlay; he has long black hair tied back with a decorative hairpin. He is slender, facing slightly right, and gazes toward the other man. The man on the right, likely in his forties, sits at a low wooden table, dressed in a yellow silk tunic with intricate geometric patterns on the sleeves and a long braid over his shoulder. He sports a thick mustache and beard and holds a tray with fruit, including apples and bananas. Both are positioned indoors against red lacquered walls with white lattice windows. The lighting is soft and even, highlighting the rich textures of their garments and the detailed architecture surrounding them.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_ddc4ee429021570696b60649686892d3",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_ddc4ee429021570696b60649686892d3"
+  },
+  {
+    "instance_id": "mem_openhumanvid_817969e50ee353b7ce1f00aac13da122",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/817969e50ee353b7ce1f00aac13da122.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late 30s to early 40s sits in the foreground, facing slightly right. He has short, dark brown hair with a neat tapered cut and a light mustache. His expression is serious, brows furrowed, mouth slightly open. He wears a black zip-up jacket with red accents on the collar and inner lining over an unbuttoned light blue collared shirt. No accessories are visible. His elbows rest forward, posture engaged. The background is softly blurred—warm wooden tones, indistinct chairs, ambient lighting casting soft shadows.",
+          "The man shifts his weight, leaning back slightly before pushing himself up from the surface. He turns toward the left side of the frame, stepping forward with purpose. His jacket moves with him, revealing more of the red lining as he begins to walk past a large stone pillar that starts to block his form.",
+          "The pillar now fully obscures the man. Only the warm, softly lit interior remains—wooden paneling, muted café-style seating, and dim overhead lights casting gentle glows. The space feels quiet, still, untouched by motion. No trace of the man is visible; the environment stands alone in calm stillness.",
+          "From behind the pillar’s right edge, a sliver of black jacket appears, followed by the curve of his shoulder. The red accent along the collar peeks into view. His movement is steady, deliberate. He steps further into frame, half-visible now, the light catching the edge of his dark hair and the faint outline of his mustache.",
+          "The man is fully back in frame, seated again in the same position as before. His short dark brown hair, light mustache, and serious expression remain unchanged. He wears the black zip-up jacket with red accents and the unbuttoned light blue shirt. No accessories. Elbows rest forward, posture engaged. The background remains softly blurred, warm and still. He is stationary, exactly as in the beginning."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When the man turns back to face the camera after walking away, does he still have short dark hair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main body of the jacket worn by the man?",
+          "options": [
+            "A. Black",
+            "B. Red",
+            "C. Orange",
+            "D. Blue"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing white earphones both before and after turning around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the color of the sleeves on the man's jacket?",
+          "options": [
+            "A. Red",
+            "B. Black",
+            "C. White",
+            "D. Gray"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression change from serious to smiling when he turns back to face the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single adult male, appearing to be in his late 30s to early 40s, is seated in the foreground of the frame, facing slightly to the right. He has short, dark brown hair with a neat, tapered cut and a light mustache. His facial expression is serious, with furrowed brows and a slightly open mouth as if mid-speech or contemplation. He wears a black zip-up jacket with red accents along the collar and inner lining, over a light blue collared shirt that remains unbuttoned at the top. No visible accessories such as glasses, jewelry, or hats are present. His posture is leaned forward, elbows resting on an unseen surface, suggesting engagement in conversation or deep thought. The background is softly blurred, indicating an indoor setting with warm wooden tones, possibly a café or office lounge, featuring indistinct chairs and ambient lighting that casts soft shadows across his face.",
+      "exit_plan": {
+        "exit": "steps behind a large foreground object (pillar, wall, or vehicle) blocking the view entirely",
+        "return": "emerges from the other side of the occluding object"
+      }
+    },
+    "task_id": "mem_openhumanvid_817969e50ee353b7ce1f00aac13da122",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_817969e50ee353b7ce1f00aac13da122"
+  },
+  {
+    "instance_id": "mem_openhumanvid_27dbb2a1fbe651997d8b80c4f8ba1db8",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/27dbb2a1fbe651997d8b80c4f8ba1db8.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman in her late 40s or early 50s sits centered on a couch, her short dark black bob neatly styled with a straight fringe. She wears a vibrant royal blue long-sleeved sweater with wide sleeves, loose cream-colored pants, and a thin black bracelet on her left wrist. Her hands rest gently around a small white cup in her lap. She gazes off-frame with a contemplative expression, framed by two dark gray pillows and one orange floral throw pillow. Behind her, a modern kitchen glows softly under warm evening light.",
+          "The woman slowly shifts her posture, turning her upper body to the right. Her hands lift the white cup slightly as she rises from the couch. Her movement is deliberate and quiet, her blue sweater draping over her arms as she begins to walk toward the corner of the room. Only her back and part of her profile remain visible as she moves out of frame.",
+          "The couch remains empty, the two dark gray pillows and the patterned orange throw pillow undisturbed. The kitchen behind—wooden cabinets, stainless steel appliances, a toaster, paper bags, and stacked containers—is still bathed in soft, warm light. No motion, no sound. The space feels quiet and expectant.",
+          "A figure emerges from the same corner, rounding into view. The woman’s silhouette appears first, then her royal blue sweater, the wide sleeves catching the light. Her short black hair and straight fringe become visible as she steps forward, her hands once again cradling the small white cup. She walks steadily, partially framed by the edge of the couch.",
+          "The woman is now fully in frame, seated once more on the couch in the exact same position. Her short dark black bob, straight fringe, and relaxed posture are unchanged. She wears the vibrant royal blue sweater, cream pants, and the thin black bracelet on her left wrist. Her hands hold the white cup in her lap, and she faces slightly to her right, gazing off-frame with the same contemplative expression. The scene is still, complete, and identical to the beginning."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman in the blue sweater maintain the same hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the woman's pants?",
+          "options": [
+            "A. Blue",
+            "B. White",
+            "C. Black",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the silver bracelet visible on the woman's left wrist both before and after the man sits down?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What item is the woman holding in her hands?",
+          "options": [
+            "A. A book",
+            "B. A phone",
+            "C. A small white cup",
+            "D. A remote control"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's facial expression remain neutral throughout the interaction with the man?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single adult woman, appearing to be in her late 40s or early 50s, sits centered in the frame on a couch. She has short, dark black hair styled in a neat bob with a straight fringe. Her build is slender and she maintains an upright posture with hands gently clasped around a small white cup held in her lap. She wears a vibrant royal blue long-sleeved sweater with a relaxed fit and wide sleeves, paired with loose-fitting cream-colored pants. No visible jewelry or accessories adorn her, though a thin black bracelet is noticeable on her left wrist. The background reveals a modern kitchen with wooden cabinets, stainless steel appliances, and various items such as a toaster, paper bags, and stacked containers. The lighting is soft and warm, suggesting indoor evening illumination. She faces slightly to her right, gazing off-frame with a contemplative expression, seated between two dark gray pillows and one patterned orange throw pillow featuring floral and paisley designs.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_27dbb2a1fbe651997d8b80c4f8ba1db8",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_27dbb2a1fbe651997d8b80c4f8ba1db8"
+  },
+  {
+    "instance_id": "mem_openhumanvid_27a4f86d1261e7f67c5d08604dfc5aa7",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/27a4f86d1261e7f67c5d08604dfc5aa7.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Two women sit on low stone benches in a sunlit garden. The woman on the left, in her late 60s or early 70s, wears a mustard-yellow sleeveless vest with dark trim over a green patterned blouse and a dark gray skirt. Her short, neatly styled gray hair frames her face, and a thin bracelet glints on her left wrist. The woman on the right, in her 40s or 50s, has shoulder-length dark brown hair and is draped in a red-and-brown plaid shawl over a navy blue top and light blue skirt. A silver outdoor faucet blurs in the foreground, while potted plants, a wooden fence, and a green rain barrel form a rustic backdrop under natural daylight.",
+          "The woman on the right slowly rises from her bench, turning toward the right side of the frame. Her plaid shawl drapes over her shoulders as she steps forward, her navy blue top and light blue skirt swaying slightly. She moves past the edge of the frame, her body partially obscured by the stone bench as she begins to exit.",
+          "The garden remains still. The stone benches sit empty beneath dappled sunlight. The silver faucet gleams softly in the foreground, while potted plants sway gently in the breeze. The wooden fence and green rain barrel stand unchanged, framed by lush foliage and warm daylight. No trace of movement remains.",
+          "A figure reappears from the right, rounding the same corner. The woman’s plaid shawl comes into view first, followed by the curve of her shoulder and the navy blue top beneath. Her light blue skirt peeks into the frame as she steps forward, moving steadily back into the scene.",
+          "The woman is now fully visible, seated again on the stone bench. Her shoulder-length dark brown hair falls naturally, the red-and-brown plaid shawl draped over her shoulders, navy blue top and light blue skirt unchanged. She sits slightly turned toward her companion, hands resting calmly. The garden remains serene, bathed in daylight, with no sign of movement—only stillness and continuity."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the elderly woman's hair color remain gray throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the dominant color of the vest worn by the elderly woman?",
+          "options": [
+            "A. Green",
+            "B. Yellow",
+            "C. Red",
+            "D. Blue"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the elderly woman wearing any visible jewelry other than the bracelet on her left wrist?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of pants is the elderly woman wearing?",
+          "options": [
+            "A. Skinny jeans",
+            "B. Wide-leg pants",
+            "C. Shorts",
+            "D. Capris"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the elderly woman maintain a consistent smiling expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two women are seated outdoors in a garden-like setting, engaged in conversation. The woman on the left appears to be in her late 60s or early 70s; she has short, neatly styled gray hair and wears a mustard-yellow sleeveless vest with dark trim over a green patterned blouse and dark gray skirt. Her hands rest on her lap, and she wears a thin bracelet on her left wrist. The woman on the right, likely in her 40s or 50s, has shoulder-length dark brown hair and is draped in a red-and-brown plaid shawl over a navy blue top and light blue skirt. She sits slightly turned toward the other woman. Both are seated on low stone benches. In the foreground, a silver outdoor faucet is visible, partially out of focus. Behind them, a wooden fence, green rain barrel, and potted plants create a rustic backdrop under natural daylight.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_27a4f86d1261e7f67c5d08604dfc5aa7",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_27a4f86d1261e7f67c5d08604dfc5aa7"
+  },
+  {
+    "instance_id": "mem_openhumanvid_f602b4424ba5b3da8a2e62b38655abf1",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/f602b4424ba5b3da8a2e62b38655abf1.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A single adult male, late twenties or early thirties, stands in profile facing left, his medium-length dark brown hair neatly styled with a slight wave. He has a full, well-groomed beard and mustache, olive-toned skin, and a focused expression. Dressed in a dark woolen collared shirt with cream inner lining at the collar and cuffs, he holds a green smartphone to his right ear, illuminated by dim, warm light. Behind him, a green-framed doorway opens into a softly lit interior, flanked by a wooden wall with faint graffiti.",
+          "The man begins to walk steadily toward the right, his body angled slightly forward as he moves out of frame. His right hand remains raised, still holding the phone to his ear, while his dark shirt sways gently with each step. The edge of his shoulder and arm fade from view, leaving only the warmth of the light and the texture of the wooden wall behind.",
+          "The frame is now empty—no trace of the man remains. Only the dimly lit environment persists: the green-framed doorway glows softly, casting subtle shadows across the weathered wooden wall. Faint graffiti lingers in the background, untouched by movement. The warm ambient light pools quietly, filling the space where he once stood.",
+          "From the left side of the frame, the man re-emerges, stepping slowly into view. His dark woolen shirt and cream-lined collar become visible first, followed by the side of his face, still bearing the same intense expression. His right hand lifts the green smartphone to his ear once more, the motion deliberate and familiar.",
+          "The man is fully back in frame, standing in the same position as before—profile facing left, eyes focused, expression unchanged. His dark brown hair, neatly waved, frames his face; his full beard and mustache are pristine. He wears the same dark woolen shirt with cream lining at collar and cuffs, holding the green smartphone to his ear. The scene is identical to the beginning—stationary, complete, and vivid."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's facial hair (beard and mustache) remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the smartphone the man is holding?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. Silver",
+            "D. Black"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's forehead abrasion visible in all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of jacket is the man wearing?",
+          "options": [
+            "A. Leather",
+            "B. Plaid with fleece collar",
+            "C. Denim",
+            "D. Hoodie"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man maintain the same posture and position relative to the camera throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single adult male, appearing to be in his late twenties or early thirties, is captured in profile view, facing left. He has medium-length dark brown hair styled neatly with a slight wave, and a full beard and mustache that are well-groomed. His complexion is olive-toned, and he has a focused, intense expression. He wears a dark-colored, possibly woolen, collared shirt with a light beige or cream inner lining visible at the collar and cuffs, suggesting a layered outfit. He holds a green smartphone to his right ear with his right hand, indicating he is engaged in a phone call. The lighting is dim and warm, casting soft shadows on his face, with a green-framed doorway behind him leading into a softly lit interior space. The background includes a wooden wall with indistinct markings or graffiti, contributing to a rustic, possibly urban environment. He stands close to the frame's right edge, slightly angled toward the viewer, emphasizing his engagement in the conversation.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_f602b4424ba5b3da8a2e62b38655abf1",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_f602b4424ba5b3da8a2e62b38655abf1"
+  },
+  {
+    "instance_id": "mem_openhumanvid_0391393396ef5ba1c50fce444003a632",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/0391393396ef5ba1c50fce444003a632.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A dimly lit urban street from the early 20th century unfolds, with brick buildings and awnings casting long shadows. In the foreground, a man stands facing away, wearing a dark gray fedora, a high-collared dark overcoat, and sturdy boots. His posture is upright, exuding authority. To his right, another man in a light gray pinstriped suit, white shirt, dark tie, and matching fedora stares forward with a serious expression.",
+          "The man in the dark overcoat begins to walk steadily toward the left edge of the frame, his shoulders squared and movements deliberate. His fedora casts a shadow over his neck as he moves, the overcoat brushing against his legs. He is partially visible, his form fading into the alley’s gloom as he approaches the edge.",
+          "The figure has fully exited the frame, leaving only the tense atmosphere behind. The vintage black police car remains parked under the streetlamp, its \"POLICE\" insignia faintly glowing. The second man stands motionless, eyes fixed ahead. Brick walls, awnings, and a distant officer near the left edge anchor the scene in quiet suspense.",
+          "From the right side of the frame, a silhouette emerges—dark coat and fedora first, then the steady stride of heavy boots on pavement. The man re-enters slowly, his back still turned, the collar of his overcoat rising slightly in the cool air. Only half of him is visible, but his presence commands attention.",
+          "The man is now fully back in frame, standing upright and stationary. He wears the same dark gray fedora, high-collared dark overcoat, and sturdy boots as before. His posture is firm, his silhouette unchanged. The lighting highlights the texture of his clothing and the sharp lines of his silhouette, confirming every detail matches the initial moment exactly."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When the man in the gray suit turns back to face the camera after walking away, does he still have the same dark mustache?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the fedora hat worn by the main person in the video?",
+          "options": [
+            "A. Black",
+            "B. Dark Brown",
+            "C. Beige",
+            "D. Gray"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's pocket square visible both before and after he turns around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of vehicle is parked in the background behind the man?",
+          "options": [
+            "A. Motorcycle",
+            "B. Vintage car",
+            "C. Truck",
+            "D. Bicycle"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man continue to hold the small dark object in his hand after turning around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two men in a dimly lit urban street scene, likely from the early to mid-20th century. The man in the foreground, seen from behind, is wearing a dark gray fedora and a dark overcoat with a high collar, suggesting a formal or authoritative role. His build appears sturdy, and his posture is upright, facing the second man. The second man, positioned slightly to the right and facing forward, is approximately middle-aged, with short dark hair, a mustache, and a sharp jawline. He wears a light gray pinstriped suit with a white dress shirt, dark tie, and matching fedora, complemented by a pocket square. His expression is serious and observant. In the background, a vintage black police car with \"POLICE\" written on the hood is visible, along with brick buildings, awnings, and another officer in uniform near the left edge. The lighting is subdued, casting shadows and contributing to a tense, cinematic atmosphere.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_0391393396ef5ba1c50fce444003a632",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_0391393396ef5ba1c50fce444003a632"
+  },
+  {
+    "instance_id": "mem_openhumanvid_7c5301bbf87582fa8317efa8de3a3bbb",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/7c5301bbf87582fa8317efa8de3a3bbb.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Five adults stand in a wood-paneled room adorned with framed paintings. On the far left, a woman in a red blazer over a dark top, long straight dark hair, large dangling earrings, and arms crossed faces right. Beside her, a man in a gray suit, white shirt, black tie, short dark hair, and beard stares ahead. In center, a woman in a white collared shirt and black sleeveless vest, long dark hair pulled back, stands upright. To her right, a woman in a yellow top, brown ponytail, gold hoop earrings, holds a black clutch. On the far right, a woman in a bright pink blazer with a gold button, dark hair tied back, pearl-like earrings, grips a dark tablet case. Soft lighting illuminates their faces clearly.",
+          "The woman in the red blazer begins to turn toward the right side of the frame, her arms still crossed. Her long dark hair sways slightly as she pivots, her profile now visible. She steps forward, moving past the man in the gray suit, her body partially obscured by the edge of the frame as she approaches the corner.",
+          "The corner of the wood-paneled room remains empty. Framed paintings hang on the walls, softly lit by ambient light. The polished wooden floor reflects subtle shadows. No movement is visible; the space feels still and quiet, awaiting return.",
+          "A figure emerges from the right corner, stepping slowly into view. The silhouette reveals the red blazer first, then the dark top beneath. Long straight hair flows down her back, and one dangling earring catches the light. Her arms remain crossed as she advances, half-visible, re-entering the scene.",
+          "The woman in the red blazer stands fully in frame, arms crossed, facing right. Her long dark hair is straight, large dangling earrings glint, and her slim build is clear. She wears the same dark top under the red blazer. Her appearance matches exactly as before—no change. She stands still, centered in the elegant room, illuminated by soft, even light."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman in the red blazer have the same hairstyle when she turns back to face the camera after walking away?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the earrings worn by the woman in the red blazer?",
+          "options": [
+            "A. Gold",
+            "B. Silver",
+            "C. Black",
+            "D. Pink"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman in the red blazer wearing the same silver earrings both before and after turning around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the main color of the blazer worn by the woman in focus?",
+          "options": [
+            "A. Blue",
+            "B. Red",
+            "C. Yellow",
+            "D. Pink"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman in the red blazer maintain her crossed-arm posture throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Five individuals are present in the frame, appearing to be adults in their late twenties to forties, with three women and two men. The woman on the far left wears a red blazer over a dark top, her arms crossed, with long, dark hair styled straight and large dangling earrings; she has a slim build and is facing right. Next to her, a man in a gray suit, white shirt, and black tie has short dark hair, a beard, and a serious expression. In the center, a woman in a white collared shirt under a black sleeveless vest has long dark hair pulled back, standing upright. To her right, another woman in a yellow top holds a black clutch, her brown hair in a ponytail, wearing gold hoop earrings. On the far right, a woman in a bright pink blazer with a gold button holds a dark tablet case, her dark hair tied back, wearing pearl-like earrings. They stand in a wood-paneled room with framed paintings, suggesting an elegant or formal interior. Lighting is soft and even, illuminating faces clearly.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_7c5301bbf87582fa8317efa8de3a3bbb",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_7c5301bbf87582fa8317efa8de3a3bbb"
+  },
+  {
+    "instance_id": "mem_openhumanvid_a2d62d233722f264ccd7762776750def",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/a2d62d233722f264ccd7762776750def.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman with long, straight dark brown hair stands centered in the frame, wearing a coral-colored, long-sleeved button-up jacket over a darker top. She holds a large, light blue cartoon-style watering can with both hands, her posture upright and face lifted upward in a gentle smile. Behind her, a man with short dark hair wears a colorful knit sweater with horizontal bands of gray, blue, green, pink, and red, his left arm resting warmly around her shoulder. They stand against a soft pink backdrop adorned with animated hearts and a partial sun illustration.",
+          "The woman begins to walk steadily toward the left side of the frame, her movements smooth and deliberate. The watering can swings slightly with each step, her coral jacket flowing gently. Her head remains tilted upward, smiling softly, as she moves out of view, leaving only part of her torso and arm visible at the edge of the frame.",
+          "The frame is now empty of people. The soft pink backdrop remains, decorated with floating animated hearts and the half-visible sun illustration. The lighting stays bright and even, highlighting the studio’s clean aesthetic. The space feels still and quiet, awaiting the return of movement.",
+          "From the right side of the frame, the woman re-enters, stepping into view with measured grace. Only her right shoulder and arm are visible at first, the coral jacket catching the light. She carries the same light blue cartoon watering can, its handle appearing as she continues forward, her long dark hair brushing past her shoulders.",
+          "The woman is fully back in frame, standing in the same position as before. Her long, straight dark brown hair flows naturally, the coral-colored jacket neatly buttoned over her darker top. She holds the light blue cartoon watering can with both hands, her gaze lifted upward in a gentle smile. Behind her, the man remains, his arm still around her shoulder, wearing the colorful knit sweater with abstract patterns. The scene is unchanged, complete, and still."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "In the wide group shot, does the man wearing the multicolored sweater maintain the same hairstyle as in the initial close-up?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the sweater worn by the main male figure in both the close-up and group shots?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. Rainbow-striped",
+            "D. White"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman in the orange coat still holding the white watering can prop in the wide group shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How many people are clearly identifiable as the original couple (man in colorful sweater and woman in orange coat) in the wide group shot?",
+          "options": [
+            "A. 0",
+            "B. 1",
+            "C. 2",
+            "D. Cannot be determined"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression remain consistently cheerful across both the close-up and group shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, a woman and a man, both appearing to be in their late 30s to early 40s. The woman has long, straight dark brown hair and is wearing a coral-colored, long-sleeved button-up jacket over a darker top. She holds a large, light blue cartoon-style watering can prop with both hands, positioned slightly in front of her. Her posture is upright, and she is looking upward with a gentle smile. The man stands behind her, slightly to the right, with short dark hair and a warm expression. He wears a colorful knit sweater with horizontal bands of gray, blue, green, pink, and red, featuring abstract shapes. He has his left arm around her shoulder. They are standing against a soft pink backdrop adorned with animated hearts and a partial sun illustration. The lighting is bright and even, suggesting a studio setting. Chinese subtitles appear at the bottom of the frame.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_a2d62d233722f264ccd7762776750def",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_a2d62d233722f264ccd7762776750def"
+  },
+  {
+    "instance_id": "mem_openhumanvid_50d715c4d908df0d100ed558c05935da",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/50d715c4d908df0d100ed558c05935da.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman in her late twenties or early thirties stands slightly left of center, wearing a dark blue saree adorned with gold polka dots and an intricately embroidered border, draped over a vibrant green short-sleeved blouse. Her long black hair is loosely tied back, framing her face. She wears delicate gold earrings and a thin necklace, standing in soft natural light that filters through an open doorway in a traditional Indian home.",
+          "The woman begins to walk forward, turning slightly toward the right side of the frame as she moves toward a staircase leading upward. Her saree flows gently with each step, catching the sunlight. Her expression remains calm, and only her upper body is visible as she ascends, gradually disappearing from view.",
+          "The staircase now dominates the frame, its wooden steps rising into shadowed silence. Sunlight streams across the polished floor, illuminating patterned curtains and green wooden doors in the background. The room feels still and quiet, bathed in golden light, with no trace of the woman remaining.",
+          "From the top of the frame, a figure descends slowly into view—her silhouette emerging first, then the edge of her dark blue saree with gold polka dots. Her feet appear on the lower steps, followed by her legs and torso, moving steadily downward as she returns to the sunlit space.",
+          "The woman is now fully visible again, standing in the same position as before—dark blue saree with gold polka dots, green blouse, long black hair tied back, gold earrings and delicate necklace gleaming. Her posture is relaxed, facing forward, stationary, and perfectly matched to her original appearance in the scene."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hairstyle (long dark hair tied back) remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the blouse worn by the woman?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. Black",
+            "D. White"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the woman's gold earrings visible in all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What accessory is consistently visible on the woman's left wrist?",
+          "options": [
+            "A. Silver watch",
+            "B. Beaded bracelet",
+            "C. Gold bangle",
+            "D. None of the above"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman maintain eye contact with the man while looking at him?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features three individuals in a domestic interior setting. In the foreground, a woman in her late twenties or early thirties stands slightly left of center, wearing a dark blue saree with gold polka dots and a matching embroidered border, draped over a green short-sleeved blouse. Her hair is long, black, and tied back loosely. She wears gold earrings and a delicate necklace. A man in his late twenties or early thirties stands to her right, facing her, dressed in a plain white long-sleeve kurta with rolled-up sleeves; he has dark hair, a mustache, and wears a wristwatch on his left hand. Behind them, a third person, partially obscured, appears to be an older man in a brown suit walking away. The scene is set in a sunlit room with green wooden doors and patterned curtains, suggesting a traditional Indian home. Natural light filters through an open doorway, illuminating the figures softly.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_50d715c4d908df0d100ed558c05935da",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_50d715c4d908df0d100ed558c05935da"
+  },
+  {
+    "instance_id": "mem_openhumanvid_66df359de69304827ac8c906e3bcd858",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/66df359de69304827ac8c906e3bcd858.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Inside a serene traditional Japanese room with wooden beams and shoji screens, four adults stand in quiet stillness. The man on the far left wears a gray suit jacket over a white shirt, blue patterned tie, and round wire-rimmed glasses; his short black hair grays at the sides. He holds a dark-bound book, eyes focused, posture composed.",
+          "The man begins to move steadily toward the left, stepping forward with deliberate calm. His gray jacket sways slightly as he walks, the book held close to his chest. His glasses catch the soft light as he exits, half his form now obscured by the edge of the frame.",
+          "The room remains still—wooden beams stretch overhead, paper walls glow softly in natural light filtering through the glass door. Shoji screens cast delicate shadows. No figure is visible; only the quiet elegance of the space lingers, untouched and tranquil.",
+          "A faint movement stirs at the right edge of the frame. The man re-enters, emerging slowly from the side. Only his shoulder and part of his gray jacket are visible, the dark-bound book just peeking into view as he steps back into the room.",
+          "The man stands fully in frame once more, exactly as before: gray suit jacket, white shirt, blue patterned tie, round wire-rimmed glasses, short black hair with graying sides. He holds the dark-bound book firmly, posture steady, gaze calm—identical to the first moment, motionless and complete."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the black coat maintain the same hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt visible under the man's black coat?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. White",
+            "D. Gray"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "When the man looks down at 3 seconds, does his face become partially obscured?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How many times does the man in the black coat turn his head during the video?",
+          "options": [
+            "A. Once",
+            "B. Twice",
+            "C. Three times",
+            "D. Four times"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the man in the black coat consistently wearing the same white shirt under his coat throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Four individuals are present in the scene, appearing to be adults in their 40s to 60s, with three men and one woman. The man on the far left wears a gray suit jacket over a white shirt and blue patterned tie, paired with round wire-rimmed glasses; he has short black hair with graying sides and is holding a dark-bound book. Behind him, a second man in a dark coat over a black turtleneck has short dark hair and a serious expression. To his right, a third man in a dark navy coat over a light blue shirt has short black hair and looks upward toward the woman. The woman stands near a glass door, wearing a thick gray knit cardigan with black zigzag patterns, a black scarf, and short dark hair styled neatly. She holds a small object in her hand. They are inside a traditional Japanese-style room with wooden beams, shoji screens, and paper walls. Natural light filters through the glass, illuminating the interior.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_66df359de69304827ac8c906e3bcd858",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_66df359de69304827ac8c906e3bcd858"
+  },
+  {
+    "instance_id": "mem_openhumanvid_578d8af5881bc33062dd34c2f7f163a4",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/578d8af5881bc33062dd34c2f7f163a4.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A middle-aged individual stands near the right side of a quiet suburban street, partially hidden by a white building and wooden gate. They wear a dark short-sleeved shirt, light gray pants, and a beige cap that obscures their hair. A small dark shoulder bag crosses their torso. The person faces slightly away, standing upright on the curb under bright midday sunlight.",
+          "The person begins to move forward, stepping toward the upper edge of the frame. Their posture remains upright as they walk along the sidewalk, passing behind the gate and ascending a gentle ramp. Only their lower body is visible now, with the dark bag shifting slightly as they rise out of view.",
+          "The scene remains still—no trace of the person. The quiet residential street stretches beneath a clear sky, flanked by low-rise houses and greenery. Power lines crisscross above, and the wooden gate stands motionless. Sunlight bathes the pavement evenly, casting soft shadows from the trees lining the sidewalk.",
+          "From the top of the frame, a figure begins to descend. A glimpse of the light-colored cap appears first, followed by the dark shoulder bag and the top of the short-sleeved shirt. The person moves slowly down the ramp, re-entering the frame from above, partially obscured by the building’s edge.",
+          "The person is now fully visible again, standing in the same position as before. They wear the same dark short-sleeved shirt, light gray pants, and beige cap, with the dark shoulder bag slung across their torso. Their hair remains hidden, and they stand upright, facing slightly away from the camera, perfectly matching their earlier appearance."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When the woman turns back to face the camera after walking away, does her hair remain in a low ponytail?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by the main person in the video?",
+          "options": [
+            "A. Black",
+            "B. Dark Blue",
+            "C. Gray",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the dark gray crossbody bag visible on the woman's shoulder both before and after she turns around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What accessory is visible in the woman's left ear?",
+          "options": [
+            "A. Earring",
+            "B. Headband",
+            "C. Hair clip",
+            "D. Sunglasses"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's facial expression change from neutral to smiling when she turns back to face the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single individual, appearing to be a middle-aged adult of indeterminate gender, stands near the right side of a quiet residential street, partially obscured by a white building and a wooden gate. They are dressed in a dark-colored short-sleeved shirt and light gray pants, with no visible patterns or logos. The person wears a light-colored cap, possibly beige or off-white, and carries a small dark shoulder bag slung across their torso. Their hair is not clearly visible due to the cap and angle. They appear to have a medium build and stand upright, facing slightly away from the camera toward the center of the road. The environment is a suburban neighborhood with low-rise houses, greenery along the sidewalks, overhead power lines, and a clear sky suggesting daytime. Lighting is natural and even, indicating midday. The person is positioned near the curb, close to a sidewalk that runs parallel to the asphalt road.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_578d8af5881bc33062dd34c2f7f163a4",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_578d8af5881bc33062dd34c2f7f163a4"
+  },
+  {
+    "instance_id": "mem_openhumanvid_086c90725c554e8b86dcbe57f633a054",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/086c90725c554e8b86dcbe57f633a054.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late 30s to early 40s stands still, facing slightly right but gazing directly at the camera with a serious expression. He has shoulder-length, dark brown hair tousled across his forehead, wearing a light off-white traditional robe of soft cotton or linen with a high collar, loosely draped. The dimly lit room behind him features blurred wooden elements and faint red drapery.",
+          "The man begins to move upward, stepping onto a narrow staircase that ascends from the lower frame toward the top. His body tilts forward slightly as he climbs, one foot after another, his robe flowing gently with each step. Only his torso and legs remain visible as he rises into the upper portion of the frame.",
+          "The staircase is now empty. The dim interior remains unchanged—soft shadows cast across worn wooden steps, faint red drapery hanging in the background, and muted tones dominating the space. A quiet stillness fills the air, with only the lingering impression of movement in the emptiness.",
+          "From the top edge of the frame, a silhouette descends slowly. The man reappears, feet first, descending the same staircase. His robe sways slightly as he moves downward, his form gradually becoming clearer. The upper half of his body emerges, still partially obscured by shadow.",
+          "The man is fully back in frame, standing upright and motionless. He wears the same light off-white traditional robe with a high collar, made of soft cotton or linen. His shoulder-length dark brown hair falls across his forehead, tousled yet neat. No accessories are visible. He looks directly at the viewer with the same intense focus as before."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hair color remain consistently dark throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the robe worn by the man in the video?",
+          "options": [
+            "A. Red",
+            "B. Blue",
+            "C. White",
+            "D. Black"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's facial expression consistent across all frames, showing no significant changes?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the man's gaze change over time in the video?",
+          "options": [
+            "A. He looks directly at the camera throughout",
+            "B. He looks to his left and then back to the center",
+            "C. He looks to his right and then back to the center",
+            "D. His gaze remains unfocused and blurry"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's robe appear to have any visible patterns or logos?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features a single male individual, appearing to be in his late 30s to early 40s, with a medium build and a serious expression. He has shoulder-length, dark brown hair styled in a slightly tousled manner, with strands falling across his forehead. He is wearing a light-colored, possibly off-white or pale gray, traditional-style robe made of a soft, textured fabric that suggests cotton or linen; the garment has a high collar and appears loosely draped. No visible accessories such as jewelry, glasses, or hats are present. His posture is upright, and he is seated or standing close to the camera, facing slightly to the right but looking directly toward the viewer with intense focus. The background is dimly lit and blurred, suggesting an indoor setting with muted tones—possibly a room with wooden elements and faint red drapery. A partial silhouette of another figure is visible in the foreground on the right, out of focus.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_086c90725c554e8b86dcbe57f633a054",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_086c90725c554e8b86dcbe57f633a054"
+  },
+  {
+    "instance_id": "mem_openhumanvid_e4c28c91618e764bd2ac38b7660f8755",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/e4c28c91618e764bd2ac38b7660f8755.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A middle-aged man stands centered in a sun-dappled grassy field, his fair complexion framed by light brown hair receding at the temples and a neatly trimmed reddish-brown beard. He wears a dark gray herringbone wool suit jacket over a white dress shirt with fine vertical stripes, a red silk tie with small white geometric patterns, and a black bowler hat tilted forward. His posture is upright, expression serious, facing slightly right.",
+          "The man begins to walk steadily toward the left, his movements deliberate and unhurried. The bowler hat tilts slightly as he moves, the edge of his suit jacket brushing the frame’s boundary. Only half of his form remains visible, his red tie still prominent against the soft green backdrop as he exits.",
+          "The figure is completely gone. The grassy field stretches into the distance, dotted with blurred trees under a pale, late-afternoon sky. Gentle breezes ripple through the tall grass, casting subtle shadows. No trace of the man remains—only nature, still and quiet, bathed in golden light.",
+          "From the right edge of the frame, the man re-emerges, stepping slowly into view. His black bowler hat appears first, followed by the shoulder of the dark gray herringbone jacket. The red silk tie glints faintly in the sunlight as he continues forward, his presence returning with calm certainty.",
+          "The man is now fully in frame, standing upright and motionless. His light brown hair, receding at the temples, frames a face with a neat reddish-brown beard and mustache. He wears the same dark gray herringbone suit, white striped shirt, red patterned tie, and black bowler hat, identical to before. The scene holds still, complete."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's reddish-brown beard remain visible and consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of hat is worn by the main person in the video?",
+          "options": [
+            "A. Fedora",
+            "B. Bowler",
+            "C. Top hat",
+            "D. Trilby"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's red patterned tie consistently visible and unchanged in design throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What color is the man's suit jacket?",
+          "options": [
+            "A. Black",
+            "B. Dark gray",
+            "C. Charcoal",
+            "D. Navy"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man maintain eye contact with the other person (partially visible on the left) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, with one prominently in the foreground and the other partially visible on the left edge. The central figure is a middle-aged man with a fair complexion, light brown hair receding at the temples, and a neatly trimmed reddish-brown beard and mustache. He wears a dark gray herringbone-patterned wool suit jacket over a white dress shirt with fine vertical stripes, paired with a red silk tie adorned with small white geometric patterns. A black bowler hat sits atop his head, slightly tilted forward. His posture is upright, facing slightly to the right of the frame, with a serious expression. The second person, only partially seen, appears to wear a similar dark hat and coat. They stand outdoors in a grassy field with blurred trees and a pale sky in the background, suggesting late afternoon lighting with soft natural illumination.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_e4c28c91618e764bd2ac38b7660f8755",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_e4c28c91618e764bd2ac38b7660f8755"
+  },
+  {
+    "instance_id": "mem_openhumanvid_e5b327777026e9558f364e3e23c4b45e",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/e5b327777026e9558f364e3e23c4b45e.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man and woman lie side by side on a bed with a deep green tufted headboard. The man wears an unbuttoned blue and white vertically striped pajama shirt, soft fabric draping over his chest, a silver button gleaming near the collar. He has short dark brown hair, light stubble, eyes closed in calm repose. The woman rests her head on his chest, blonde hair loosely framing her face, bare shoulders suggesting a nightgown, lips slightly parted in peaceful sleep.",
+          "The man slowly lifts his head, eyes still closed, and begins to sit up. His movements are deliberate, arms rising gently as he shifts weight toward the left side of the frame. The striped pajama shirt sways softly with his motion. His body gradually exits leftward, only his shoulder and arm remaining visible as he slips out of view.",
+          "The bed remains undisturbed, the green tufted headboard prominent under dim ambient light. The white pillow lies untouched beside the empty space where the woman’s head rested. Her blonde hair is no longer visible. The quiet room holds stillness, shadows deepening in the corners, only the soft texture of bedding and fabric catching faint glimmers.",
+          "From the right edge of the frame, a hand reappears—pale, relaxed—followed by the man’s torso as he steps back into view. The blue and white striped pajama shirt comes into focus, its fabric softly creased. His dark brown hair falls slightly forward as he leans forward, one knee bending as he settles back onto the bed.",
+          "The man is fully back in frame, lying on his back again, eyes closed, expression serene. His unbuttoned blue and white striped pajama shirt rests exactly as before, silver button gleaming near the collar. Short dark brown hair, light stubble, and the same relaxed posture match the initial scene perfectly. The woman remains asleep, head on his chest, blonde hair cascading around her shoulders. They are still, together, in quiet intimacy."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hair color remain consistently blonde throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary pattern on the man's pajama shirt?",
+          "options": [
+            "A. Polka dots",
+            "B. Stripes",
+            "C. Floral",
+            "D. Solid color"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the silver circular button visible on the man's pajama shirt throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the woman's facial expression change over time?",
+          "options": [
+            "A. From relaxed to surprised",
+            "B. From neutral to contemplative",
+            "C. From closed eyes to open eyes",
+            "D. From smiling to frowning"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man maintain a consistent sleeping posture throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two people, a man and a woman, both appearing to be in their late 30s to early 40s. The man lies on his back, wearing an unbuttoned blue and white vertically striped pajama shirt made of a soft, lightweight fabric, with a visible silver button near the collar. He has short dark brown hair, a light stubble, and a relaxed facial expression with closed eyes. The woman rests her head on his chest, her blonde hair loosely styled and falling around her shoulders. She is bare-shouldered, suggesting she may be wearing a nightgown or sleepwear not fully visible. Her face shows calmness, with closed eyes and slightly parted lips. They are lying on a large green tufted headboard with deep buttoning, indicating a bed. A white pillow is partially visible behind her. The lighting is soft and dim, suggesting nighttime or low indoor illumination. Both are positioned horizontally across the frame, facing slightly toward each other, conveying intimacy and stillness.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_e5b327777026e9558f364e3e23c4b45e",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_e5b327777026e9558f364e3e23c4b45e"
+  },
+  {
+    "instance_id": "mem_openhumanvid_64347f1fce75e0878848a5bf4d341e88",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/64347f1fce75e0878848a5bf4d341e88.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late twenties to early thirties sits upright at a polished wooden witness stand in a dimly lit courtroom. He has dark brown, neatly styled hair with a side part and a light beard and mustache. He wears a dark navy suit jacket over a light gray dress shirt and a dark tie with diagonal white stripes. A silver microphone with a black foam cover rests before him. Wood-paneled walls, teal curtains, and a leather chair frame the scene.",
+          "The man rises slowly from the witness stand, turning slightly toward the right as he begins ascending a shallow staircase behind him. His posture remains tense, shoulders squared. Only the lower half of his body is visible as he climbs, the suit jacket draping over his back, the striped tie catching faint light.",
+          "The staircase is now empty. The polished wood floor reflects the soft overhead glow. Behind the stand, the leather chair sits untouched. Teal curtains hang still against the paneled walls. The silver microphone stands alone, silent. No movement, no sound—only the quiet weight of the courtroom’s stillness.",
+          "From the top of the staircase, the man descends into view, feet first. His dark suit jacket and striped tie become visible as he steps down. His silhouette emerges gradually, one foot then the other, moving cautiously. The lower half of his face comes into sight—his jawline defined, beard trimmed, expression serious.",
+          "The man is fully seated again at the witness stand, posture upright and composed. His dark brown hair is neatly parted, light beard and mustache intact. He wears the same dark navy suit jacket, light gray shirt, and diagonally striped tie. The silver microphone rests before him. The courtroom remains unchanged—wood panels, teal curtains, leather chair—quiet and expectant."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hairstyle remain consistent throughout her appearance in the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of earrings does the woman wear?",
+          "options": [
+            "A. Large dangling earrings",
+            "B. Hoop earrings",
+            "C. Stud earrings",
+            "D. No earrings"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman wearing the same dark blazer in both shots where she appears?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the color of the woman's top underneath the blazer?",
+          "options": [
+            "A. White",
+            "B. Gray",
+            "C. Black",
+            "D. Blue"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman maintain a similar facial expression (serious/neutral) throughout her appearances?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "One man, appearing to be in his late twenties to early thirties, is seated at a wooden witness stand in what appears to be a courtroom. He has dark brown, neatly styled hair with a side part and a light beard and mustache. He wears a dark navy or black suit jacket over a light gray dress shirt paired with a dark tie featuring diagonal white stripes. His posture is upright yet slightly tense, suggesting attentiveness or concern. A silver microphone with a black foam cover stands directly before him on the polished wooden surface of the stand. The background includes wood-paneled walls, teal-colored curtains, and a leather chair behind him. The lighting is dim but focused, casting soft shadows and highlighting his facial features. He faces forward, likely addressing someone off-camera, possibly a judge or lawyer. No jewelry or additional accessories are visible.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_64347f1fce75e0878848a5bf4d341e88",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_64347f1fce75e0878848a5bf4d341e88"
+  },
+  {
+    "instance_id": "mem_openhumanvid_d6027e88232b88b900db1eeddbd34970",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/d6027e88232b88b900db1eeddbd34970.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman with long, straight black hair parted in the middle sits at a dining table, wearing a pale yellow short-sleeved top with a round neckline made of smooth cotton-blend fabric. She wears a thin gold necklace, her hands clasped together on the table. Her expression shows surprise or concern. Red cocktail glasses, a wine bottle, and a white container rest nearby, while a mannequin in pastel clothing stands in the softly lit background.",
+          "The woman begins to rise from her seat, pushing her chair back slowly. She turns slightly toward the left, her pale yellow top catching the light as she moves. Her hands unclasp and lower to her sides, and her long black hair sways gently. The edge of her shoulder and arm remain visible as she steps out of frame.",
+          "The dining table remains in view, now empty of the woman. The red cocktail glasses, wine bottle, and white container sit undisturbed under soft natural light. The mannequin in pastel clothing stands still near the garment rack. The room feels quiet, unchanged, with no movement or presence.",
+          "From the right side of the frame, the woman’s silhouette emerges—first her shoulder, then her arm, clad in the same pale yellow top. Her long black hair falls forward as she steps into view, her gold necklace glinting faintly. She walks steadily, re-entering the scene with purpose.",
+          "The woman is fully back in frame, seated again at the table, her long black hair neatly parted in the middle. She wears the same pale yellow short-sleeved top and thin gold necklace, her hands now clasped once more. Her expression holds a trace of surprise. The setting remains unchanged, the scene complete and still."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hair color remain consistently dark brown throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the woman's top?",
+          "options": [
+            "A. Light green",
+            "B. Light yellow",
+            "C. White",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the silver necklace visible around the woman's neck in all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What object does the woman hold in her hands during the interaction?",
+          "options": [
+            "A. A spoon",
+            "B. A pen",
+            "C. A small white device",
+            "D. A cup"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman maintain the same posture and position at the table throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two people, a woman and a man, seated at a dining table in what appears to be a domestic or restaurant-like setting. The woman, approximately late 20s to early 30s, has long, straight black hair parted in the middle and is wearing a pale yellow short-sleeved top with a round neckline, made of a smooth, possibly cotton-blend fabric. She wears a thin gold necklace and her hands are clasped together on the table. Her expression is one of surprise or concern. The man, visible only from the back and side, has short black hair and wears an orange polo shirt. On the table are red cocktail glasses, a bottle of wine, and a white container. In the background, a mannequin dressed in pastel clothing stands near a rack of garments, suggesting a boutique or home with a fashion-related theme. The lighting is soft and natural, illuminating the scene evenly.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_d6027e88232b88b900db1eeddbd34970",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_d6027e88232b88b900db1eeddbd34970"
+  },
+  {
+    "instance_id": "mem_openhumanvid_a915db03b6ce7af6024ab2fbaad04e04",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/a915db03b6ce7af6024ab2fbaad04e04.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A solitary figure stands centered in the dim hall, draped in a long, flowing indigo robe with golden embroidery along the sleeves and hem. Their dark hair is tied back in a neat braid adorned with a silver hairpin shaped like a crescent moon. They wear soft leather sandals and carry a lacquered wooden box clasped tightly in both hands, its surface etched with ancient symbols.",
+          "The figure turns slowly, stepping forward with deliberate grace toward the ascending ramp at the far end of the hall. Their robe sways gently with each movement, the box held close to their chest. As they climb, only their lower body remains visible, silhouetted against the flickering candlelight.",
+          "The ramp leads upward into shadowed darkness; the figure has vanished entirely from view. The hall remains still—candles burn steadily, casting dancing shadows on the polished stone floor. The tapestry above the platform glows faintly, untouched by motion or sound.",
+          "From the top edge of the frame, a silhouette descends slowly. The tip of the indigo robe appears first, then the silver hairpin catching a sliver of light. The figure moves down the ramp with measured steps, the lacquered box now visible again, cradled in their arms.",
+          "The person stands fully within the frame once more, centered and still. Their indigo robe, golden embroidery, silver crescent hairpin, and lacquered box are identical to before—every detail unchanged. They face forward, silent, as the candles continue to glow in the quiet hall."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Is the person's hair consistently tied back throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main robe worn by the person?",
+          "options": [
+            "A. Blue",
+            "B. Olive Green",
+            "C. Red",
+            "D. Black"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the person maintain a supine (lying on their back) position throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the lighting change across the different shots of the person?",
+          "options": [
+            "A. It remains consistently dim with candlelight",
+            "B. It becomes brighter as the camera zooms in",
+            "C. It shifts to include more ambient moonlight",
+            "D. It alternates between candlelight and shadow"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are there any visible accessories or props held by the person while they are lying down?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "There are no visible people in the frame. The scene is a dimly lit, spacious interior resembling a traditional or historical hall, possibly of East Asian origin, with dark wooden architecture and lattice windows. Multiple ornate candelabras with lit candles provide the primary light source, casting soft glows on polished stone floors and rich, heavy drapes. A large, framed tapestry hangs on the far wall above an elevated platform with cushioned seating. The environment features symmetrical placement of furniture and decor, including potted plants and intricate metalwork on candle stands. The atmosphere is quiet and still, with no movement or human presence detected. Lighting is low and moody, emphasizing shadows and creating a sense of solemnity or anticipation.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_a915db03b6ce7af6024ab2fbaad04e04",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_a915db03b6ce7af6024ab2fbaad04e04"
+  },
+  {
+    "instance_id": "mem_openhumanvid_9da45b0dda481df321390b359e1a6023",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/9da45b0dda481df321390b359e1a6023.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman stands centered in a sun-dappled garden, wearing a vibrant purple and pink patterned silk robe with a high collar and flowing sleeves. Her dark brown hair is styled in an intricate updo, accented with yellow ribbons, silver star-shaped ornaments, and delicate beads. She wears long star-motif earrings, bright yellow eyeshadow, and defined brows, her expression solemn as she gazes slightly left.",
+          "The woman begins to walk slowly away from the camera, her silhouette receding into the soft greenery. The folds of her silk robe ripple gently with each step, her earrings swaying. Her form grows smaller, partially obscured by foliage, yet her posture remains upright and deliberate as she moves deeper into the background.",
+          "The frame now holds only the tranquil garden—lush green leaves, dappled sunlight filtering through trees, and a faint breeze rustling the plants. The path ahead vanishes into shadowy undergrowth, empty and still, no trace of movement or presence remaining.",
+          "From the far edge of the blurred background, a figure emerges—just the tip of a purple sleeve and a glint of silver catching the light. Slowly, the woman steps forward, her silhouette growing clearer as she walks back toward the camera, the garden framing her return.",
+          "The woman stands fully in frame once more, her vibrant purple and pink patterned silk robe flowing around her, the high collar crisp and elegant. Her dark brown hair remains in its elaborate updo, adorned with yellow ribbons, silver stars, and beads. Her star-shaped earrings dangle, yellow eyeshadow bright, expression steady—identical to before. She stands still, centered, complete."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hairstyle remain the same throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the decorative headband worn by the woman?",
+          "options": [
+            "A. Yellow",
+            "B. Silver",
+            "C. Purple",
+            "D. Gold"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the star-shaped charms on the woman's earrings visible in both frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the woman's top?",
+          "options": [
+            "A. Purple",
+            "B. Pink",
+            "C. White",
+            "D. Blue"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman maintain the same facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two women, both appearing to be in their late twenties or early thirties. The primary subject, positioned centrally, wears a vibrant purple and pink patterned garment with a high collar and flowing fabric, possibly silk, suggesting traditional attire. Her hair is dark brown, styled in an elaborate updo with yellow ribbons and adorned with small silver star-shaped ornaments and beads. She wears long, dangling earrings with star motifs and has bright yellow eyeshadow and defined eyebrows. Her expression is serious, and she faces slightly left, her posture upright. To her right, partially out of focus, another woman is visible, wearing a pink scarf and floral headpiece, facing downward. The background is blurred but suggests an outdoor setting with greenery, likely a garden or forested area, under soft natural lighting.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_9da45b0dda481df321390b359e1a6023",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_9da45b0dda481df321390b359e1a6023"
+  },
+  {
+    "instance_id": "mem_openhumanvid_748077903f9e45d18862c86007a4b65d",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/748077903f9e45d18862c86007a4b65d.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Two women stand side by side in a futuristic setting, bathed in dim red and gray lighting. The woman on the left has fair skin, wavy blonde hair cascading over her shoulders, and wears a deep red, form-fitting dress with long sleeves and a plunging V-neckline. She smiles broadly, wearing bold red lipstick, her right arm raised. The woman on the right has pale, textured skin, dark markings resembling tattoos, elongated cranial horns, and wears a black armored outfit with intricate detailing and raised shoulder pieces. Her left arm is raised, clasping the other’s hand.",
+          "The two women begin to walk slowly backward into the geometrically patterned background, their figures receding deeper into the dimly lit space. The woman in red maintains her smile, her arm still lifted, while the alien-like woman holds her hand tightly. They move steadily, becoming smaller as they retreat toward the shadows.",
+          "The scene is now empty. The red and gray geometric panels dominate the frame, illuminated by faint, pulsing lights. No movement or presence remains—only the quiet, dramatic atmosphere of the futuristic environment echoes in the stillness.",
+          "A faint silhouette emerges from the far background, walking forward through the dim light. The figure grows clearer—two arms raised, one hand grasping the other’s. The woman in red begins to reappear, her flowing blonde hair catching the glow, followed closely by the alien-like woman in black armor.",
+          "The two women are fully back in frame, standing side by side as before. The woman on the left wears the same deep red dress, her blonde curls framing her face, bold red lips smiling, right arm raised. The woman on the right has pale skin, dark markings, cranial horns, and a black armored suit, her left arm linked with the other’s. Both stand still, centered and complete."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the blonde woman maintain her wavy hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the dress worn by the main person in the video?",
+          "options": [
+            "A. Blue",
+            "B. Red",
+            "C. Green",
+            "D. Black"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman's dark red lipstick visible and consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the woman's facial expression change from the beginning to the end of the clip?",
+          "options": [
+            "A. From smiling to serious",
+            "B. From serious to smiling",
+            "C. From neutral to surprised",
+            "D. From happy to angry"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the glowing red diamond pattern in the background remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, both appearing to be adult women. The person on the left has fair skin, blonde wavy hair styled in soft curls around her shoulders, and is wearing a deep red, form-fitting dress with long sleeves and a plunging V-neckline that reveals part of her chest. Her makeup includes bold red lipstick, and she smiles broadly while raising her right arm upward. The person on the right has pale, textured skin with dark markings resembling tattoos or scars, elongated cranial horns, and a distinct alien-like appearance. She wears a black, armored outfit with intricate detailing and raised shoulder pieces, and her left arm is also raised, clasping the other woman’s hand. Both stand side-by-side, facing forward, centered in the frame. The background consists of geometric red and gray panels with dim, dramatic lighting, suggesting a futuristic or theatrical setting.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_748077903f9e45d18862c86007a4b65d",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_748077903f9e45d18862c86007a4b65d"
+  },
+  {
+    "instance_id": "mem_openhumanvid_5612b2e51a7d67f231043ae8676caa42",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/5612b2e51a7d67f231043ae8676caa42.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young woman stands centered in a quiet cemetery, her light reddish-brown hair pulled into a low ponytail secured by a small blue hair tie. She wears a bright turquoise zip-up fleece jacket with yellow trim along the zipper and cuffs, over a red crewneck shirt and a white-and-black grid-patterned top. Her fair skin is dotted with freckles across her nose and cheeks. She is slightly hunched, head bowed, under soft daylight filtering through blurred trees.",
+          "The woman slowly turns and begins walking away from the camera, her steps deliberate and measured. Her turquoise jacket sways gently with each movement as she moves deeper into the rows of weathered gray tombstones. Only her back and shoulders remain visible as she fades into the distance, her silhouette narrowing against the greenery.",
+          "The frame now holds only the stillness of the cemetery—weathered stone markers rise among patches of moss and wild grass. Sunlight dapples the ground through the canopy above, casting long, quiet shadows. No motion, no sound—just the gentle sway of leaves and the lingering presence of emptiness where she once stood.",
+          "From the far background, a faint figure emerges between two tall headstones. It’s the same woman, now approaching slowly toward the camera. Her turquoise jacket becomes distinguishable, followed by the glimpse of her red shirt and grid-patterned top. The blue hair tie catches the light as she draws nearer, barely visible at first.",
+          "The woman stands fully in frame, centered and still, her appearance unchanged. Her light reddish-brown hair is tied back with the small blue hair tie, her turquoise fleece jacket with yellow trim, red crewneck shirt, and white-and-black grid-patterned top all intact. Freckles dot her fair skin as she faces forward, posture slightly hunched, under the soft natural daylight."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the young woman's hair tie appear to be blue throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main jacket worn by the young woman?",
+          "options": [
+            "A. Green",
+            "B. Blue",
+            "C. Yellow",
+            "D. Red"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the yellow stripes on the jacket consistent in their placement and appearance?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What pattern is visible on the shirt underneath the red t-shirt?",
+          "options": [
+            "A. Striped",
+            "B. Checkered",
+            "C. Solid",
+            "D. Polka-dotted"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the young woman maintain a consistent level of emotional expression, appearing sad or distressed throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "One young woman, appearing to be in her late teens or early twenties, is centered in the frame. She has light reddish-brown hair tied back into a low ponytail with a small blue hair tie visible near the base. Her skin is fair with noticeable freckles across her nose and cheeks. She wears a bright turquoise zip-up fleece jacket with yellow trim along the zipper and sleeve cuffs; beneath it, a red crewneck shirt peeks out over a white and black grid-patterned top. No jewelry or accessories are visible. Her posture is slightly hunched forward, head bowed downward, suggesting contemplation or sadness. She stands in an outdoor cemetery, surrounded by weathered gray stone tombstones and greenery under soft natural daylight. Trees form a blurred backdrop, and the lighting indicates daytime with mild shadows.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_5612b2e51a7d67f231043ae8676caa42",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_5612b2e51a7d67f231043ae8676caa42"
+  },
+  {
+    "instance_id": "mem_openhumanvid_a3a683c98240ee5246b7b22b0e64f180",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/a3a683c98240ee5246b7b22b0e64f180.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman in her late twenties to early thirties stands slightly behind a man in a sunlit garden, her long, wavy chestnut-brown hair cascading over her shoulders. She wears a white, lightweight shawl draped loosely around her, holding it gently with her right hand. Her neutral expression and casual elegance contrast with the man’s formal dark suit, white shirt, and black-rimmed glasses.",
+          "The woman begins to step forward and to the right, moving slowly toward a large stone pillar that looms in the foreground. Her shawl shifts with her motion, catching the light as she glides past the edge of the frame, still partially visible, her silhouette fading behind the pillar’s thick base.",
+          "The pillar now fully blocks the view; no part of the woman is visible. Only the lush green foliage sways gently in the breeze, sunlight filtering through the leaves, casting dappled patterns on the stone path and surrounding garden. The scene remains tranquil and undisturbed.",
+          "From behind the pillar, the woman emerges cautiously, her left shoulder first appearing into frame. The white shawl drapes softly over her arm, her chestnut-brown hair flowing as she steps forward. She moves steadily, her presence returning to the serene garden setting.",
+          "The woman is now fully back in frame, standing in the same position as before. Her long, wavy chestnut-brown hair falls naturally, the white shawl wrapped loosely around her shoulders, held gently by her right hand. She faces forward with a neutral expression, exactly as seen initially—still, composed, and present."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hair color remain consistently brown throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the garment wrapped around the woman's shoulders?",
+          "options": [
+            "A. Black",
+            "B. White",
+            "C. Beige",
+            "D. Gray"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman wearing any visible jewelry on her hands during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the woman doing with her right hand in the video?",
+          "options": [
+            "A. Touching her hair",
+            "B. Holding the shawl",
+            "C. Gesturing while speaking",
+            "D. In her pocket"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman maintain the same facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, a woman and a man, in an outdoor setting. The woman, appearing to be in her late twenties to early thirties, stands slightly behind and to the left of the man, facing forward with a neutral expression. She has long, wavy chestnut-brown hair that falls over her shoulders, and she is wrapped in a white, lightweight fabric—possibly a shawl or robe—draped loosely around her shoulders, which she holds gently with her right hand. Her attire suggests casual elegance. The man, positioned in the foreground and slightly out of focus, appears to be in his forties or fifties, wearing black-rimmed glasses, a dark suit jacket, a crisp white dress shirt, and a dark tie. His posture is upright, and he faces forward, though his gaze is not directly toward the camera. The background consists of lush green foliage and hints of a garden or park environment under natural daylight, suggesting a serene, possibly private outdoor location.",
+      "exit_plan": {
+        "exit": "steps behind a large foreground object (pillar, wall, or vehicle) blocking the view entirely",
+        "return": "emerges from the other side of the occluding object"
+      }
+    },
+    "task_id": "mem_openhumanvid_a3a683c98240ee5246b7b22b0e64f180",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_a3a683c98240ee5246b7b22b0e64f180"
+  },
+  {
+    "instance_id": "mem_openhumanvid_ea1143f4843d5f4dea25e28ed4239023",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/ea1143f4843d5f4dea25e28ed4239023.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A narrow, sterile hallway is illuminated by flat artificial light. On the left, a Black man in his late twenties or early thirties wears a dark zip-up hoodie over a light-colored t-shirt and camouflage-patterned pants. His arms are outstretched, mouth open as if shouting. He has short dark hair and no visible accessories.",
+          "The man begins to walk steadily toward the right side of the frame, his body angled forward with purpose. His arms lower slightly as he moves, his expression tense. The edge of his hoodie and camo pants remain visible as he exits, the motion deliberate and unhurried.",
+          "The hallway stands empty now—no figures in sight. Closed doors line the walls, a wooden handrail runs along one side, and a notice board glows faintly under overhead lights. The air feels still, the silence heavy, as if waiting for movement to return.",
+          "From the left, a figure begins to re-enter the frame. Only part of his dark zip-up hoodie and camo pants are visible, emerging slowly into view. His short dark hair appears first, then his shoulders, as he walks forward with steady intent.",
+          "The man is fully back in frame, standing centered and stationary. He wears the same dark zip-up hoodie over a light t-shirt, camo pants, and has short dark hair. His posture is firm, face neutral, exactly as before—every detail unchanged."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the leather jacket turn his back to the camera at any point during the interaction?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of jacket does the central man wear?",
+          "options": [
+            "A. Hoodie",
+            "B. Leather jacket",
+            "C. Windbreaker",
+            "D. Denim jacket"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's dark curly hair visible both when he faces the camera and when he turns away?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the man wearing underneath his leather jacket?",
+          "options": [
+            "A. A plain t-shirt",
+            "B. A hoodie",
+            "C. A patterned shirt",
+            "D. A sweater vest"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression remain consistently distressed or angry throughout the entire sequence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features three individuals in a narrow indoor hallway. On the left, a Black man in his late twenties or early thirties wears a dark zip-up hoodie over a light-colored t-shirt and camouflage-patterned pants; his arms are outstretched, mouth open as if shouting. In the center, a white man of similar age wears a white-and-black track jacket with a dark shirt underneath and dark pants; he appears agitated, leaning back slightly. On the right, a uniformed officer in a dark peaked cap, black jacket with epaulets, and dark trousers holds the central figure’s arm; a holstered firearm is visible on his hip. All have short hair—dark for the first two, graying for the officer. The setting is a sterile corridor with closed doors, a wooden handrail, and a notice board on the wall; lighting is flat and artificial. The men face forward, engaged in a tense confrontation.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_ea1143f4843d5f4dea25e28ed4239023",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_ea1143f4843d5f4dea25e28ed4239023"
+  },
+  {
+    "instance_id": "mem_openhumanvid_a02790841d79fdbb125fe22f31e07ea2",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/a02790841d79fdbb125fe22f31e07ea2.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman in a rich purple traditional Chinese-style outfit stands beside a man in a lime green tunic with gold floral patterns. Her long black braid drapes over her shoulder, crowned by an elaborate headdress of silver beads, turquoise flowers, and dangling pearls. She wears ornate earrings, pink lipstick, and red-and-white striped collar accents, while the man smiles broadly, his dark hair tied in two braids with blue ribbons.",
+          "The woman begins to turn left, stepping forward with graceful poise, her purple robe flowing slightly. Her headdress sways as she moves toward the stone garden corner, her braid trailing behind. The man remains still, watching her go, his smile softening as she edges out of frame.",
+          "The stone garden path curves gently, flanked by moss-covered walls and lush greenery. Sunlight filters through leaves, casting dappled shadows on the ground. A small stone lantern sits near the bend, untouched. The air is still, quiet—no trace of the figures remains.",
+          "From around the same stone corner, the woman reappears, emerging slowly into view. Only her headdress and shoulder are visible at first, the purple fabric catching the light. Her braid swings forward as she steps back into the frame, the garden’s tranquility returning with her presence.",
+          "The woman stands fully in frame, identical to before—purple traditional outfit with red-and-white striped collar, intricate silver-beaded headdress adorned with turquoise flowers and pearl strands, long black braid over her shoulder, ornate earrings, and soft pink lips. Her posture is calm, her gaze steady, matching the original moment exactly."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's long black hair remain styled in a braid throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main fabric of the woman's traditional outfit?",
+          "options": [
+            "A. Purple",
+            "B. Red",
+            "C. Green",
+            "D. Blue"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the silver embellishments on the woman's headpiece consistent in appearance across all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of earrings does the woman wear?",
+          "options": [
+            "A. Hoop earrings",
+            "B. Dangling earrings",
+            "C. Stud earrings",
+            "D. Clip-on earrings"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's facial expression change from smiling to serious during the interaction?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, a woman on the left and a man on the right, both appearing to be in their late twenties. The woman wears a purple traditional Chinese-style outfit with red and white striped accents at the collar, paired with an elaborate purple headdress adorned with silver beads, turquoise floral embellishments, and dangling pearl-like strands. Her long black hair is styled into a braid draped over her shoulder. She has subtle makeup, including pink lipstick, and wears ornate earrings. The man wears a lime green tunic with gold floral patterns and a matching vest; his dark hair is parted in the middle and tied into two braids with blue ribbons. He has a round face, a wide smile showing teeth, and a slightly chubby build. They stand close together outdoors, facing slightly left, against a backdrop of stone garden structures, greenery, and soft daylight.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_a02790841d79fdbb125fe22f31e07ea2",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_a02790841d79fdbb125fe22f31e07ea2"
+  },
+  {
+    "instance_id": "mem_openhumanvid_58873d90a08168cc1fa4396a2b50ee29",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/58873d90a08168cc1fa4396a2b50ee29.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A person stands in the foreground of the underground parking garage, wearing a navy blue wool coat with brass buttons, dark gray trousers, and black leather boots. Their short, neatly styled brown hair frames a calm face, partially shadowed by a wide-brimmed beige hat. They carry a vintage leather satchel over their right shoulder, its strap worn from use.",
+          "The person turns slowly, stepping forward into the dimly lit corridor between parked cars. Their movements are deliberate as they walk deeper into the background, the red SUV to their left reflecting their silhouette. The satchel swings gently with each step, the hat casting a soft shadow across their face.",
+          "The figure vanishes completely behind a concrete pillar marked \"G,\" leaving only the quiet hum of the garage. The polished floor glints under fluorescent lights, the black sedan’s headlights still glowing faintly. Teal-painted columns stand tall, and directional signs point toward elevators and hotel access.",
+          "From the far end of the corridor, a faint shape emerges—first just the edge of a navy coat and the tip of a beige hat. The person walks steadily toward the camera, the satchel visible again, swinging slightly. The overhead lights catch the brim of the hat as they grow closer.",
+          "The person stands fully in frame, centered and still. They wear the same navy blue wool coat, dark gray trousers, black boots, and wide-brimmed beige hat. The vintage leather satchel rests on their shoulder, and their short brown hair is unchanged. The garage remains silent around them."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman in the passenger seat have short dark hair throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by the person in the passenger seat?",
+          "options": [
+            "A. Red",
+            "B. Blue",
+            "C. Light-colored",
+            "D. Black"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man in the driver's seat wearing a dark jacket over a white collared shirt?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the vehicle the two individuals are in?",
+          "options": [
+            "A. Red",
+            "B. Black",
+            "C. White",
+            "D. Silver"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's facial expression remain neutral throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "There are no people visible in this frame. The image depicts an underground parking garage with several parked cars, including a red SUV in the foreground and a black sedan approaching with headlights on. The environment features concrete pillars painted teal and white with letter markings (e.g., \"G\"), overhead fluorescent lighting, exposed ductwork, and directional signs indicating elevators and hotel access. The floor is polished concrete with reflective surfaces, and the space is moderately lit with artificial lighting. No individuals, clothing, accessories, or physical features can be observed.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_58873d90a08168cc1fa4396a2b50ee29",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_58873d90a08168cc1fa4396a2b50ee29"
+  },
+  {
+    "instance_id": "mem_openhumanvid_dd5f3f2db5d9938113e2041620f611e6",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/dd5f3f2db5d9938113e2041620f611e6.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A person stands centered in a minimalist room, wearing a tailored navy blazer over a crisp white shirt, paired with dark trousers and polished black leather shoes. Their short, neatly styled ash-blonde hair frames a calm face, accessorized with silver-rimmed glasses and a slim wristwatch. They hold a vintage record sleeve in one hand, standing beside a turntable playing a spinning white vinyl.",
+          "The person turns slowly to their right, stepping forward with measured grace toward the corner of the room. The sleeve slips slightly from their grip as they move, their blazer brushing against the wall. Only their back and left profile remain visible as they begin to disappear behind the edge of the frame.",
+          "The corner is now empty. The neutral-toned wall with vertical black paneling stretches into view, softly lit by diffused overhead light. The turntable continues spinning in the foreground, its tonearm still hovering above the white vinyl. No movement, no sound—just quiet stillness and mechanical rhythm.",
+          "From the same corner, a figure begins to emerge. A sliver of navy blazer appears first, followed by the edge of the white shirt and the gleam of silver glasses. The person steps forward cautiously, the record sleeve now held firmly again, re-entering the space with deliberate pace.",
+          "The person is fully visible once more, standing exactly where they began. Their ash-blonde hair is unchanged, the navy blazer neatly buttoned, the silver glasses reflecting the soft light. The wristwatch glints on their left wrist, and the record sleeve rests in their hand. They stand still, composed, as the turntable spins on."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hair appear consistently gray and receding throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the man's goatee beard?",
+          "options": [
+            "A. Black",
+            "B. Gray",
+            "C. White",
+            "D. Brown"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing a gold ring on his left hand visible in both the medium shot and close-up?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of clothing is the man wearing?",
+          "options": [
+            "A. A t-shirt",
+            "B. A sweater",
+            "C. A long-sleeved shirt",
+            "D. A jacket"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression change from neutral to animated while speaking?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "There are no people visible in the frame. The image shows a close-up of a white vinyl record spinning on a turntable, with a tonearm positioned above it. The background consists of a neutral-toned wall with vertical black lines, possibly indicating paneling or structural elements. The lighting is soft and diffused, casting subtle reflections on the record’s surface. No clothing, accessories, hair, or physical features can be observed, as no individuals are present. The turntable occupies the central foreground, with parts of its base and control knobs visible. The scene appears to be indoors, likely in a studio or minimalist room setting, with a clean and modern aesthetic. The focus remains entirely on the mechanical components of the record player, suggesting an emphasis on audio equipment rather than human presence.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_dd5f3f2db5d9938113e2041620f611e6",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_dd5f3f2db5d9938113e2041620f611e6"
+  },
+  {
+    "instance_id": "mem_openhumanvid_92cd0b9310ed70784d1899a123c69892",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/92cd0b9310ed70784d1899a123c69892.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Two Black men stand in a dimly lit record store, fluorescent lights casting cool shadows. The man on the left wears a camouflage jacket over a white hoodie and light gray button-up shirt, a gold chain with a small pendant glinting at his neck. He has a black headband with white logos, medium-length dreadlocks framing his face, and a serious expression. The man on the right, partially cropped, wears a dark green jacket and yellow knitted beanie, long thick dreadlocks draped over his shoulders, a graying beard, and intense eyes gazing off-frame. Vinyl records line shelves behind them.",
+          "The man on the left begins to move slowly toward the left side of the frame, stepping past a tall stack of vinyl racks. His body turns slightly, the camouflage jacket shifting as he walks. One hand brushes against a shelf, briefly obscuring part of his face. The man on the right remains still, eyes fixed beyond the frame, as the first man’s form starts to disappear behind a large wooden pillar.",
+          "The pillar now fully blocks the view. Only the record store remains—shelves packed with albums, a wall lined with vintage cover art, and a distant figure browsing near the back. Fluorescent lighting hums overhead, illuminating dust motes in the air. The space feels quiet, suspended, waiting for movement to return.",
+          "A silhouette emerges from behind the pillar on the left, moving steadily into frame. The outline of a camouflaged jacket appears first, then the edge of a white hoodie and a glimpse of a gold chain. The man steps forward, one foot visible, dreadlocks swaying slightly. He pauses, half-revealed, as the scene holds breath.",
+          "The man is now fully back in frame, standing in the same position as before. He wears the camouflage jacket over a white hoodie and light gray button-up shirt, the gold chain with its small pendant resting against his chest. His black headband with white logos sits snugly, medium-length dreadlocks loosely framing his face. He stands still, expression serious, exactly as he was at the start."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the young man's bandana remain in the same position on his head throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the camouflage pattern on the young man's jacket?",
+          "options": [
+            "A. Green and brown",
+            "B. Green and black",
+            "C. Green and tan",
+            "D. Green and gray"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the gold chain necklace visible at the beginning and end of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the young man's facial expression change over time?",
+          "options": [
+            "A. It becomes more serious",
+            "B. It remains neutral",
+            "C. It turns into a smile",
+            "D. It becomes confused"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the young man turn his head to face the camera directly during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two Black men are present in the frame, both appearing to be in their late twenties to early thirties. The man on the left wears a camouflage-patterned jacket over a white hoodie and a light gray button-up shirt; he has a gold chain necklace with a small pendant. He sports a black headband with white logos and medium-length dreadlocks styled loosely around his face. His expression is serious, and he stands slightly angled toward the camera. The man on the right, partially cropped, wears a dark green jacket and a yellow knitted beanie, with long, thick dreadlocks falling over his shoulders. He has a graying beard and intense eyes, looking off-frame to the left. Both stand in a record store, surrounded by vinyl records displayed on shelves and racks. Fluorescent lighting illuminates the space, casting a cool tone. In the background, another person browses records near a wall lined with album covers.",
+      "exit_plan": {
+        "exit": "steps behind a large foreground object (pillar, wall, or vehicle) blocking the view entirely",
+        "return": "emerges from the other side of the occluding object"
+      }
+    },
+    "task_id": "mem_openhumanvid_92cd0b9310ed70784d1899a123c69892",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_92cd0b9310ed70784d1899a123c69892"
+  },
+  {
+    "instance_id": "mem_openhumanvid_d64007a7d3474c945f570ddefd063da2",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/d64007a7d3474c945f570ddefd063da2.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Two adults sit side by side in a red roller coaster car ascending a steep incline, secured by restraints. Both wear dark navy jackets and matching pants, their hair indistinct from distance. No accessories are visible. They face forward, slightly leaning into the climb, framed against a pale blue sky, green trees, and gray metal supports under bright midday light.",
+          "The roller coaster car begins its slow climb upward, moving leftward along the track. The two figures remain seated, still partially visible in the upper right of the frame as they crest the incline. Their dark clothing contrasts with the red rails, and their forward-leaning posture suggests anticipation.",
+          "The roller coaster car rounds a sharp bend and disappears entirely behind the track’s curve. The red rails continue into the distance, flanked by steel supports and leafy green trees. The sky remains clear and pale blue, sunlight casting crisp shadows across the structure—no trace of the riders remains.",
+          "From the same curved section of track, the red roller coaster car emerges again, rounding the bend from the left. The two figures are now partially visible in the upper right, reappearing as the car climbs back into view. Their dark jackets and forward-leaning stance return to focus.",
+          "The roller coaster car fully re-enters the frame, both individuals clearly visible once more. They wear the same dark navy jackets and pants, no accessories or distinct features apparent. Their hair remains indiscernible, and they face forward, secured in place. The scene is unchanged—bright daylight, green trees, and steel supports surround them as they pause at the peak."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hairstyle remain the same (a side ponytail) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by the man walking with the woman?",
+          "options": [
+            "A. Red",
+            "B. Blue",
+            "C. Green",
+            "D. White"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman wearing any visible accessories like a bracelet or necklace?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the woman's top?",
+          "options": [
+            "A. Pink",
+            "B. White",
+            "C. Yellow",
+            "D. Purple"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Do both individuals maintain consistent facial expressions and appearances from start to finish?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two individuals are visible in the upper right portion of the frame, positioned on a red roller coaster track as it ascends a steep incline. They appear to be adults, likely male, though gender is not definitively discernible due to distance and angle. Both are seated in a roller coaster car, wearing dark-colored clothing—possibly black or navy jackets and pants—though specific patterns or materials are indistinct. No accessories such as hats, glasses, or bags are clearly visible. Their hair cannot be determined due to the distance and angle. The individuals are secured in their seats with restraints, leaning slightly forward in anticipation. They are facing forward, aligned with the direction of the ride’s ascent. The scene takes place at an amusement park under clear daylight conditions, with a pale blue sky, green trees to the right, and structural elements of the roller coaster—including gray metal supports and red rails—dominating the background. Lighting is bright and even, suggesting midday sun.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_d64007a7d3474c945f570ddefd063da2",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_d64007a7d3474c945f570ddefd063da2"
+  },
+  {
+    "instance_id": "mem_openhumanvid_bc2c5d19a7878ec81bec903d40e6fd77",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/bc2c5d19a7878ec81bec903d40e6fd77.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young woman in her late teens to early twenties sits upright on a porch, her slender frame framed by soft daylight. She wears a bright orange knitted cardigan with a textured pattern over a pale pink turtleneck sweater. Her shoulder-length black hair is styled in a neat bob, parted slightly off-center. She gazes thoughtfully off-camera to the left, her expression one of quiet concern.",
+          "She slowly rises from her seat, turning her body toward the right side of the frame. Her movements are steady and deliberate as she steps forward, the orange cardigan shifting slightly with each motion. Her silhouette begins to fade from view as she walks out of frame, only her arm and part of her torso remaining visible.",
+          "The porch remains still and serene, bathed in natural light. White outdoor furniture sits quietly beside green foliage, and the building’s windows reflect the sky. No movement disturbs the scene—just the gentle sway of leaves in the breeze and the soft shadows cast across the wooden floor.",
+          "From the left edge of the frame, a figure emerges—first just a hint of bright orange fabric, then the curve of her shoulder and the side of her head. Her black bob comes into view as she steps forward, walking steadily back into the scene. The pale pink turtleneck peeks through beneath the cardigan as she continues to enter.",
+          "The woman stands fully within the frame, her posture upright and composed. She wears the same bright orange knitted cardigan over a pale pink turtleneck, her shoulder-length black bob neatly parted off-center. No accessories adorn her—just the same calm, concerned expression as before. She faces slightly right, still and present."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman in the video maintain the same facial expression throughout the clip?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the outer garment worn by the woman?",
+          "options": [
+            "A. Orange",
+            "B. White",
+            "C. Black",
+            "D. Pink"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman's hair style consistent (short and straight) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of neckline does the woman wear under her orange sweater?",
+          "options": [
+            "A. Crew neck",
+            "B. V-neck",
+            "C. Turtleneck",
+            "D. Scoop neck"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman appear to be in the same location (indoor setting) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features one young woman, approximately in her late teens to early twenties, with a slender build and an expression of concern or confusion. She has shoulder-length, straight black hair styled in a neat bob cut, parted slightly off-center. She wears a bright orange knitted cardigan with a textured pattern over a pale pink turtleneck sweater. No visible accessories such as jewelry, glasses, or hats are present. Her posture is upright, and she appears seated, facing slightly to the right of the frame, with her gaze directed off-camera toward the left. The background suggests an outdoor domestic setting, possibly a porch or patio area, with blurred elements including white furniture, greenery, and part of a building with windows. Natural daylight illuminates the scene, casting soft shadows on her face.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_bc2c5d19a7878ec81bec903d40e6fd77",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_bc2c5d19a7878ec81bec903d40e6fd77"
+  },
+  {
+    "instance_id": "mem_openhumanvid_cf989bab6bd8fb064ebec45974e4483c",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/cf989bab6bd8fb064ebec45974e4483c.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A bald man in his late 40s to early 50s stands center-frame, his smooth skin illuminated by soft lighting. He wears a sleek gray leather blazer with sharp lapels over a plain white crew-neck t-shirt, a thin gold chain resting at his collar. His right hand holds a black handheld microphone close to his chest, posture upright yet relaxed against a dark blue textured backdrop with faint horizontal lines.",
+          "The man begins to ascend a narrow staircase that emerges from the lower frame, moving upward and slightly to the right. His blazer catches the light as he steps, the microphone held steady. Only his torso and legs remain visible as he climbs, his form gradually rising toward the top edge of the frame.",
+          "The staircase disappears into darkness above, leaving only the dimly lit, subtly textured blue backdrop. Faint horizontal lines ripple across the surface, untouched by movement. The space feels still and quiet, the absence of the figure emphasized by the lingering glow of the spotlight’s edge.",
+          "From the top of the frame, the man descends slowly, first revealing the brim of his blazer and the tip of the microphone. His broad shoulders reappear, followed by his neck and the glint of the gold chain. He moves steadily downward, his silhouette returning with purpose against the same dark blue background.",
+          "The man is fully back in frame, standing exactly as before—bald, composed, slightly looking down and to his right. He wears the same gray leather blazer over a white t-shirt, the gold chain visible, the microphone held close. His posture is upright and relaxed, the lighting unchanged, the scene perfectly restored."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's bald head remain visible and unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the man's outer jacket?",
+          "options": [
+            "A. Blue",
+            "B. Black",
+            "C. Gray",
+            "D. Green"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing a gold chain around his neck?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the man holding in his right hand?",
+          "options": [
+            "A. A phone",
+            "B. A water bottle",
+            "C. A microphone",
+            "D. A pen"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single adult male, appearing to be in his late 40s to early 50s, stands center-frame against a dark blue, subtly textured backdrop with faint horizontal lines. He is bald, with smooth skin and a composed facial expression, slightly looking downward and to his right. His build is medium and athletic, with broad shoulders. He wears a sleek, gray leather blazer over a plain white crew-neck t-shirt, the blazer featuring sharp lapels and a matte finish. Around his neck is a thin gold chain necklace. In his right hand, he holds a black handheld microphone close to his chest. His posture is upright but relaxed, suggesting he is mid-performance or speech. The lighting is focused on him, casting soft shadows and highlighting the texture of his jacket. The background remains dimly lit, creating contrast and drawing attention to the subject.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_cf989bab6bd8fb064ebec45974e4483c",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_cf989bab6bd8fb064ebec45974e4483c"
+  },
+  {
+    "instance_id": "mem_openhumanvid_28f8aeb45eaeffc3ba9e6339d14f19cf",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/28f8aeb45eaeffc3ba9e6339d14f19cf.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young man in his late twenties sits poised on a brown leather armchair, wearing a gray military-style uniform with red trim, white gloves, and black boots. Shoulder epaulettes and a cross-body strap accent the outfit. His short, neatly styled dark hair frames a slim face as he gazes upward, one leg crossed over the other, beneath the warm glow of a vintage floor lamp.",
+          "The younger man rises slowly from the armchair, stepping forward with deliberate grace. He moves steadily toward the left side of the frame, his white-gloved hands at his sides, the red trim of his uniform catching the light as he begins to exit, half his form now obscured by the edge of the scene.",
+          "The room remains still—wood paneling gleams softly under the fringed lampshade’s golden light, patterned wallpaper framing the quiet space. The leather armchair stands empty, the cross-body strap dangling slightly. No movement, no sound—only the lingering warmth of memory in the ornate silence.",
+          "From the right edge of the frame, a figure emerges—first the polished black boot, then the hem of the gray uniform with red trim. The white glove appears next, followed by the lower half of the torso. The man steps cautiously into view, his presence returning with measured intent.",
+          "The younger man is fully back in frame, seated again on the brown leather armchair. His gray military-style uniform with red trim, white gloves, black boots, shoulder epaulettes, and cross-body strap are identical to before. His short, neatly styled dark hair and slim build remain unchanged, eyes lifted once more, still and composed."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the gray uniform maintain the same hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the trim on the man's uniform collar?",
+          "options": [
+            "A. Red",
+            "B. White",
+            "C. Blue",
+            "D. Gold"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing white gloves on both hands?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the man holding in his lap?",
+          "options": [
+            "A. A sword",
+            "B. A cane",
+            "C. A rifle",
+            "D. A folded blanket"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression change from serious to smiling during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two men are present in the frame, one appearing to be in his late twenties and the other middle-aged. The younger man, seated on a brown leather armchair, wears a gray military-style uniform with red trim, white gloves, and black boots; the uniform includes shoulder epaulettes and a cross-body strap. He has short, neatly styled dark hair and a slim build, sitting with one leg crossed over the other, looking up at the older man. The older man, standing to the right, is dressed in a dark traditional Chinese robe with intricate patterns, facing left toward the seated man. He has short gray hair and a fuller build. A vintage floor lamp with a fringed shade stands behind them, illuminating the ornate room with wood paneling and patterned wallpaper. The lighting is warm, casting soft shadows, and the scene suggests an indoor setting of historical or dramatic significance.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_28f8aeb45eaeffc3ba9e6339d14f19cf",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_28f8aeb45eaeffc3ba9e6339d14f19cf"
+  },
+  {
+    "instance_id": "mem_openhumanvid_cceb59baf0ed770fc33e2a6a513c811d",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/cceb59baf0ed770fc33e2a6a513c811d.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman in her late 50s or early 60s sits softly on a plush golden-yellow sofa, her short, curly dark brown hair neatly framing her face. She wears a soft pink collared shirt made of lightweight cotton-blend fabric with a subtle sheen, no jewelry or glasses visible. Her relaxed posture and warm smile suggest quiet contentment, illuminated by warm, diffused lighting from a nearby lamp.",
+          "She slowly rises from the sofa, turning slightly toward a staircase just beyond the frame. Her movements are gentle and deliberate as she begins to ascend, her pink shirt catching the light. Only her lower half remains visible as she moves upward, disappearing gradually from view.",
+          "The scene now shows only the richly detailed living room—ornate golden-yellow upholstery, wooden paneling, and a softly glowing lamp with a white shade. The air feels still, the warmth lingering, but the space is empty, quiet, and expectant.",
+          "From the top edge of the frame, a figure begins to descend the stairs. The silhouette of her short, curly dark brown hair appears first, followed by the soft pink collar of her shirt peeking into view. Her descent is slow, graceful, re-entering the familiar domestic glow.",
+          "She is fully back in frame, seated again on the plush sofa, her posture relaxed and her warm smile unchanged. Her short, curly dark brown hair is neatly styled, and she wears the same soft pink collared shirt with its subtle sheen. No accessories are visible. The scene is complete, serene, and perfectly restored."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When the woman turns back to face the camera after walking away, does she still have short brown curly hair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the pajama set worn by the main person in the video?",
+          "options": [
+            "A. Green",
+            "B. Pink",
+            "C. Blue",
+            "D. White"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the green bracelet visible on the woman's left wrist both before and after she turns around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the woman holding when she sits down on the sofa?",
+          "options": [
+            "A. A remote control",
+            "B. A book",
+            "C. A phone",
+            "D. Nothing"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's facial expression remain consistently smiling throughout the video segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features one woman, appearing to be in her late 50s or early 60s, with a warm, gentle smile and her gaze directed downward. She has short, curly dark brown hair styled neatly around her face. She is wearing a soft pink collared shirt made of a lightweight, possibly cotton-blend fabric, with a subtle sheen. No visible accessories such as jewelry, glasses, or hats are present. Her posture is relaxed and slightly leaned forward, suggesting engagement in a quiet, intimate moment. She is seated, likely on a plush sofa with ornate golden-yellow upholstery visible behind her. The background includes a softly lit lamp with a white shade, wooden paneling, and hints of decorative elements, indicating an indoor, domestic setting—possibly a living room. The lighting is warm and diffused, casting soft shadows and enhancing the cozy atmosphere. Her facial expression conveys contentment or amusement, with natural lines around her eyes and mouth.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_cceb59baf0ed770fc33e2a6a513c811d",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_cceb59baf0ed770fc33e2a6a513c811d"
+  },
+  {
+    "instance_id": "mem_openhumanvid_887135b3f6040e2cbd61ed2cb6fb3a43",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/887135b3f6040e2cbd61ed2cb6fb3a43.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late 40s or early 50s stands close to a woman near a large window, his balding head framed by long dark hair tied into a low ponytail. He wears a dark green leather jacket with a raised collar and visible zipper, his thick beard shadowed by soft, diffused light. His posture is slightly hunched, gaze lowered, expression somber as he leans toward the woman beside him.",
+          "The man begins to walk steadily out of frame to the left, his leather jacket brushing against the edge of the window frame. His movements are slow and deliberate, his silhouette gradually shrinking as he moves away from the woman, who remains still, her back turned to the camera.",
+          "The frame is now empty of human presence. Only the blurred gray apartment building outside the window remains visible, its flat façade stretching across the glass. Soft daylight filters through, casting faint shadows on the worn wooden floor and the baseboard along the wall.",
+          "From the right side of the frame, the man re-enters slowly, his dark leather jacket first appearing at the edge. His long dark ponytail swings gently as he steps forward, one shoulder emerging into view, his beard catching the dim light as he turns slightly toward the center.",
+          "The man is fully back in frame, standing in the same position as before. His balding head, long dark ponytail, thick beard, and dark green leather jacket are identical to the initial moment. He leans slightly forward, gaze downcast, still close to the woman whose blonde hair remains partially obscured. The scene is still, unchanged."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hair remain tied back in a ponytail throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the man's jacket?",
+          "options": [
+            "A. Red",
+            "B. Black",
+            "C. Green",
+            "D. Blue"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing a beard in all frames of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary material of the man's outerwear?",
+          "options": [
+            "A. Cotton",
+            "B. Leather",
+            "C. Denim",
+            "D. Fleece"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man maintain the same posture and gaze direction throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, a man and a woman, positioned closely together. The man appears to be in his late 40s or early 50s, with a balding head, long dark hair tied back into a ponytail, a thick beard, and a somber expression. He wears a dark green or black leather jacket with a visible zipper and collar, suggesting a utilitarian style. His posture is slightly hunched as he leans forward, looking down at the woman beside him. The woman, whose face is not visible, has long, wavy blonde hair and appears to be younger, possibly in her 20s or 30s. She is partially obscured by the man’s body and turned away from the camera. They are standing indoors near a large window, with a blurred view of a gray apartment building outside. The lighting is soft and diffused, casting subtle shadows on their faces, creating a melancholic atmosphere. No accessories or props are clearly visible.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_887135b3f6040e2cbd61ed2cb6fb3a43",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_887135b3f6040e2cbd61ed2cb6fb3a43"
+  },
+  {
+    "instance_id": "mem_openhumanvid_706eb14f9529584488b0c725fae2e5e0",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/706eb14f9529584488b0c725fae2e5e0.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Five men stand in a line within a grand traditional Chinese palace hall, illuminated by soft natural light filtering through sheer curtains. The central figure wears a bright yellow robe with purple sleeves and collar over a magenta undergarment, a red hat adorned with a black feather and small red ornament, and long hair tied back. The others wear matching maroon robes with blue accents, black belts, and red hats topped with gold knobs. All face forward, slightly angled toward the center.",
+          "The central figure begins to step forward, turning slowly to his right, his yellow robe flowing gently with the motion. His red hat tilts slightly as he moves, the black feather swaying. He walks past the edge of the frame, partially obscured now, still visible from the waist up as he proceeds toward the corner.",
+          "The hallway remains empty—ornate blue and gold drapes hang behind wooden furniture, calligraphy scrolls adorn the walls, and patterned wall hangings shimmer in the light. The room is still, quiet, bathed in soft daylight. No movement, no sound—only the lingering presence of tradition and silence.",
+          "A faint rustle draws attention as the central figure reappears around the same corner, emerging gradually into view. Only half of his body is visible—the vibrant yellow robe, one side of the red hat with its black feather, and a glimpse of his long tied-back hair—returning slowly, deliberately, into the frame.",
+          "The man stands fully in frame once more, identical to before: bright yellow robe with purple sleeves and collar, magenta undergarment, red hat with black feather and red ornament, long hair tied back. He faces forward, centered, stationary, as the scene holds steady, unchanged, complete."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the central figure maintain the same facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the robe worn by the central figure?",
+          "options": [
+            "A. Purple",
+            "B. Yellow",
+            "C. Blue",
+            "D. Red"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the red conical hat of the central figure consistently visible and unchanged in appearance?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the inner lining of the central figure's robe?",
+          "options": [
+            "A. Green",
+            "B. Pink",
+            "C. Purple",
+            "D. Orange"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the central figure's hair remain tied back under the hat throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Five men are present in the frame, appearing to be middle-aged or older adults, all male. The central figure wears a bright yellow robe with purple sleeves and collar, over a magenta undergarment, paired with a red hat featuring a black feather and a small red ornament on top; his hair is long and tied back. The other four wear matching dark maroon robes with blue accents and black belts, each adorned with a red hat topped with a gold knob. All hats have a similar design, suggesting official status. Their facial features vary—some have beards, others are clean-shaven. They stand in a line, facing forward, slightly angled toward the center. The setting is an indoor room resembling a traditional Chinese palace hall, with ornate blue and gold drapes, patterned wall hangings, framed calligraphy, and wooden furniture visible in the background. Natural light filters through sheer curtains, illuminating the scene evenly.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_706eb14f9529584488b0c725fae2e5e0",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_706eb14f9529584488b0c725fae2e5e0"
+  },
+  {
+    "instance_id": "mem_openhumanvid_2c63fd486493484cbe55664f0a841010",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/2c63fd486493484cbe55664f0a841010.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman with long, dark brown hair styled loosely with bangs sits in a softly lit room, her face framed by strands of hair. She wears a cream-colored top with large navy blue polka dots, delicate silver dangling earrings, and looks intently to the right. Beside her, a man in a black shirt is partially visible but blurred, seated at a table against a backdrop of indistinct vertical lines suggesting window frames.",
+          "The woman rises slowly from her seat, turning slightly toward the background as she begins to walk away. Her polka-dotted top sways gently with her movement, and the silver earrings catch the dim light. She moves deeper into the room, her figure narrowing as she retreats into the shadows near the windowed wall.",
+          "The room remains still and quiet, the soft glow of natural light filtering through faint vertical lines on the wall. The table is empty now, the chair slightly askew. No trace of the woman remains—only the muted ambiance of the dimly lit interior, untouched and serene.",
+          "From the far end of the room, a silhouette emerges, walking steadily toward the camera. The outline of a woman becomes clearer—her long dark hair and the familiar shape of her polka-dotted top reappearing gradually as she steps forward from the shadowed background.",
+          "The woman stands fully in frame, her appearance unchanged: long dark brown hair with bangs, cream top with navy blue polka dots, and delicate silver earrings glinting softly. She is stationary, facing slightly to the right, her expression serious, just as before. The scene holds steady, complete."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hair color and style remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What pattern is visible on the woman's top?",
+          "options": [
+            "A. Stripes",
+            "B. Polka dots",
+            "C. Floral",
+            "D. Solid color"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the silver dangling earrings visible on both sides of the woman's face at all times?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the woman's facial expression change during the conversation?",
+          "options": [
+            "A. From serious to smiling",
+            "B. From neutral to concerned",
+            "C. From concerned to contemplative",
+            "D. Remains consistently serious"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman maintain eye contact with the man off-screen throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, a woman and a man, both appearing to be in their late thirties to early forties. The woman, positioned on the left side of the frame, has long, dark brown hair with bangs, styled loosely with some strands framing her face. She wears a cream-colored top with large navy blue polka dots, likely made of a soft fabric such as cotton or jersey. Her accessories include dangling silver earrings with a delicate design. Her expression is serious, mouth slightly open as if speaking, and she is looking toward the right side of the frame. The man, partially visible on the right, has short dark hair, a trimmed beard, and is wearing a black shirt; his face is blurred and out of focus. They appear to be seated indoors, possibly at a table, with a softly lit background featuring indistinct vertical lines—perhaps window frames or architectural details—suggesting a dimly lit room with natural light filtering through.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_2c63fd486493484cbe55664f0a841010",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_2c63fd486493484cbe55664f0a841010"
+  },
+  {
+    "instance_id": "mem_openhumanvid_55bd81eb0a8cba94b80bd32a7b743d0c",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/55bd81eb0a8cba94b80bd32a7b743d0c.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A single middle-aged man stands centered, facing slightly right, his long gray beard and mustache framing a solemn face. He wears a traditional black Chinese official’s hat with a green jade-like ornament, a richly embroidered dark brown silk robe with swirling patterns, wide sleeves, and a high collar over a white inner layer. Behind him, a wooden-framed window with vertical bars and translucent paper panels diffuses soft natural light through light curtains.",
+          "The man begins to walk steadily toward the left, his heavy robe swaying slightly with each deliberate step. His hands remain folded at his sides as he moves, the intricate embroidery catching subtle light. Only half of his figure remains visible as he edges out of frame, the hat's jade ornament glinting faintly in the dim glow.",
+          "The room is now empty. The wooden-framed window with its vertical bars and translucent paper panels remains, softly lit by diffused daylight filtering through light-colored curtains. Shadows stretch gently across the floor, and the silence fills the space where the man once stood.",
+          "From the right side of the frame, the man re-enters, his dark robe and wide sleeves emerging first. The edge of his traditional black hat with its green jade ornament comes into view, followed by the curve of his long gray beard. He steps forward slowly, his presence returning with quiet purpose.",
+          "The man stands fully within the frame, centered and upright, facing slightly right. His long gray beard and mustache are unchanged, his dark hair neatly tucked beneath the black official’s hat adorned with the green jade ornament. He wears the same richly embroidered dark brown silk robe with wide sleeves and high collar over a white inner layer—every detail matching exactly as before. He stands still, solemn and composed."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the older man maintain the same facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main robe worn by the older man?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. Maroon",
+            "D. Black"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the green jewel on the older man's hat consistently visible in all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the older man's posture change during the interaction?",
+          "options": [
+            "A. He remains completely still",
+            "B. He turns his head and body to face the other person",
+            "C. He sits down",
+            "D. He bows deeply"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the intricate pattern on the older man's robe remain consistent when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single middle-aged man, appearing to be in his late 50s or early 60s, stands centered in the frame, facing slightly to the right. He has a full, long gray beard and mustache, with dark hair styled under a traditional black Chinese official’s hat adorned with a green jade-like ornament at the front. His clothing consists of a richly embroidered dark brown robe with intricate swirling patterns in darker thread, suggesting high status; the garment features wide sleeves and a high collar over a white inner layer. The fabric appears heavy and possibly silk. He wears no visible jewelry aside from the hat's ornament. His posture is upright but solemn, hands likely folded or at his sides. He stands indoors, in front of a wooden-framed window with vertical bars and translucent paper panels, partially covered by light-colored curtains. The lighting is soft and natural, diffused through the window, casting subtle shadows.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_55bd81eb0a8cba94b80bd32a7b743d0c",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_55bd81eb0a8cba94b80bd32a7b743d0c"
+  },
+  {
+    "instance_id": "mem_openhumanvid_d97251b642ac468a1ad346fe3ae2dde4",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/d97251b642ac468a1ad346fe3ae2dde4.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A middle-aged man lies reclined on a hospital bed, his short black hair neatly styled, face marked by bruises and a small cut near his lower lip bleeding slightly. He wears a light green t-shirt with a faint white graphic beneath a blue zip-up jacket. His eyes are wide open, gazing upward. Two medical staff in white coats flank the bed, gripping its rails, under cool fluorescent lighting.",
+          "The man slowly sits up, pushing himself forward with deliberate motion, his body swaying slightly as he rises from the bed. He turns away from the camera, stepping toward the far end of the room, his back now visible as he walks deeper into the background, partially obscured by the edge of the frame.",
+          "The hospital room remains still—pale blue walls, teal flooring, and sterile white equipment. The bed is empty, the rails untouched. Fluorescent lights hum softly overhead. No movement, no sound. Only the quiet clinical space persists, devoid of human presence.",
+          "From the distant background, a figure emerges—slowly walking forward, silhouette growing clearer. The man’s dark hair and blue jacket become visible as he steps into the midground, one foot ahead of the other, approaching the camera with steady, measured steps.",
+          "The man stands fully in frame, centered and still. His short black hair is neatly styled, his face bears the same bruises and cut near the lip, blood trickling down. He wears the identical light green t-shirt with a faint white print beneath a blue zip-up jacket. He faces the camera, eyes wide, unchanged from the beginning."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's facial expression change from alert to dazed during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the t-shirt visible under the man's hoodie?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. White",
+            "D. Black"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the red marks on the man's face consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the man wearing on his upper body?",
+          "options": [
+            "A. A white shirt",
+            "B. A blue hoodie over a green t-shirt",
+            "C. A white lab coat",
+            "D. A red sweater"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's hair appear wet or dry throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features three individuals in a hospital setting. The central figure is a middle-aged man lying on a hospital bed, appearing to be in his late 30s or early 40s, with short black hair styled neatly. He has visible injuries—bruises and cuts on his face, including a small wound near his lower lip with blood trickling down. He wears a light green t-shirt with a faint white graphic print underneath a blue zip-up jacket. His posture is reclined, head resting on a white pillow, eyes wide open, facing upward toward the camera. Two medical staff members, partially visible, flank the bed—one on each side—wearing white lab coats and holding the bed’s white plastic railings. The background shows a clinical environment with pale blue walls, a teal floor, and fluorescent lighting casting a cool tone over the scene. No accessories are visible on the central figure.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_d97251b642ac468a1ad346fe3ae2dde4",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_d97251b642ac468a1ad346fe3ae2dde4"
+  },
+  {
+    "instance_id": "mem_openhumanvid_21203e720304f439acdd21384f41584f",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/21203e720304f439acdd21384f41584f.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman in her late 30s or early 40s stands closely embraced with a man in a softly lit office. She has shoulder-length dark brown hair, a few strands framing her face, wearing a white blouse with thin black vertical stripes under a dark blazer. Her left wrist displays a sleek black watch with a metallic band, and she holds the blazer tightly around him.",
+          "The woman begins to step away, moving steadily toward the right side of the frame. Her body turns slightly, revealing more of her profile as she glides forward. The blazer drapes over her arm, and the watch catches the light as her hand lifts gently. Only half of her remains visible as she edges out.",
+          "The office space is now empty—bookshelves lined with books and binders stand quietly, a framed abstract painting hangs on the wall, and soft natural light filters through unseen windows. The air feels still, the embrace gone, leaving only the calm, untouched environment behind.",
+          "From the left edge of the frame, the woman re-enters slowly, her silhouette emerging into view. Her dark blazer appears first, followed by the curve of her shoulder and the flash of her watch. Her hair falls gently across her face as she steps forward, partially visible again.",
+          "The woman is fully back in frame, standing centered once more. Her shoulder-length dark brown hair frames her face, the white striped blouse beneath the dark blazer, and the sleek black watch gleams on her left wrist. She is exactly as before—still, poised, and complete."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When the woman turns her back to the camera, does her long dark hair remain visible?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the smartwatch worn by the woman?",
+          "options": [
+            "A. Silver",
+            "B. Black",
+            "C. Gold",
+            "D. Blue"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the white piece of paper still visible in the woman's left hand after she turns around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What pattern is visible on the woman's shirt?",
+          "options": [
+            "A. Polka dots",
+            "B. Stripes",
+            "C. Floral",
+            "D. Solid"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's facial expression remain consistent (showing emotion) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two people, one woman and one man, engaged in an intimate embrace. The woman, appearing to be in her late 30s or early 40s, has shoulder-length dark brown hair styled simply, with a few strands falling across her face. She wears a white blouse with thin black vertical stripes, visible beneath a dark blazer she is holding tightly around the man. Her left wrist bears a sleek black watch with a metallic band. The man, partially obscured, appears to be in his 30s, wearing a crisp white dress shirt and a dark suit jacket. His face is not fully visible. They are positioned centrally in the frame, facing each other closely, with the woman’s eyes closed and her head slightly tilted. The setting is an indoor office or study space, indicated by bookshelves filled with books and binders, a framed abstract artwork on the wall, and soft, natural lighting.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_21203e720304f439acdd21384f41584f",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_21203e720304f439acdd21384f41584f"
+  },
+  {
+    "instance_id": "mem_openhumanvid_b2b0ef76cfdccecd40bb341e68450c82",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/b2b0ef76cfdccecd40bb341e68450c82.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman stands at the base of the grand wooden staircase, her long auburn hair cascading over her shoulders. She wears a tailored emerald green dress with lace trim, pearl earrings, and a vintage silver brooch pinned to her collar. Her hands rest gently on the polished railing, one holding a small leather-bound book. The warm light from the chandelier highlights her poised elegance.",
+          "She begins to ascend the staircase, stepping gracefully with each movement. Her dress flows softly against her legs as she climbs, the book held close to her chest. Only her back and upper body remain visible as she moves upward, disappearing slowly into the bright glow near the top window.",
+          "The staircase is now empty. Sunlight filters through the multi-paned window above, casting soft patterns across the teal and white paneling. The chandelier glimmers faintly, and the vintage lamp on the left emits a steady golden warmth. The air feels still, serene, untouched by motion.",
+          "A figure emerges from the top of the frame, descending the stairs. The silhouette reveals the same emerald green dress and flowing auburn hair, now catching the light as she steps down. Her form grows clearer with each step, the leather-bound book still clutched in her hand.",
+          "She reaches the bottom of the staircase, standing still once more. Her emerald green dress, lace trim, pearl earrings, and silver brooch are exactly as before. Her auburn hair falls naturally around her shoulders, and the book rests gently in her hands. She stands centered, composed, under the soft glow of the chandelier."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man maintain the same hairstyle (short dark hair) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the suit worn by the man in the video?",
+          "options": [
+            "A. Blue",
+            "B. Black",
+            "C. Gray",
+            "D. White"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing any visible accessories such as a watch, glasses, or a tie?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the man's posture change as he walks up the stairs?",
+          "options": [
+            "A. He starts upright and leans forward",
+            "B. He starts leaning forward and becomes upright",
+            "C. He maintains a consistent upright posture",
+            "D. He sits down on the stairs"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's clothing (black suit) appear consistent in color and style when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "There are no people visible in this frame. The image depicts an interior space featuring a grand wooden staircase with polished railings, ascending toward a bright, multi-paned window at the top. The walls are adorned with teal and white paneling, and a chandelier hangs above the stairs. A vintage-style table lamp with a cream shade sits on a surface to the left, casting a warm glow. Below the staircase, there is a low white shelf or counter. The lighting is soft and natural, filtering through the windows, creating a calm and elegant atmosphere. No individuals are present, so no details regarding age, gender, clothing, accessories, hair, or physical features can be provided. The environment suggests a stately home or mansion with classic architectural details.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_b2b0ef76cfdccecd40bb341e68450c82",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_b2b0ef76cfdccecd40bb341e68450c82"
+  },
+  {
+    "instance_id": "mem_openhumanvid_e7d0455f70845b771957733ad8b9761f",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/e7d0455f70845b771957733ad8b9761f.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his early forties stands centered in a narrow urban alley, wearing a light gray dress shirt, dark trousers, and holding a navy blazer over his left arm. He has short, neatly styled black hair, a slim build, and a composed expression. Behind him, six others in formal attire watch attentively, framed by European-style architecture and parked cars under bright daylight.",
+          "The man begins to walk steadily toward the right side of the frame, his posture upright and purposeful. His navy blazer swings slightly with each step as he moves past the group, now partially obscured by the edge of the doorway. The others remain still, their attention fixed on his departure.",
+          "The man is completely out of view, leaving only the empty metal grate and wooden door in focus. The group remains motionless, silhouetted against the sunlit alley. Parked cars line the street, and the warm daylight casts soft shadows across the cobblestone ground.",
+          "From the left edge of the frame, the man re-enters, stepping into view with measured confidence. Only his torso and face are visible at first, the navy blazer draped over his arm. His short black hair catches the light as he walks forward, approaching the center of the scene.",
+          "The man is fully back in frame, standing exactly where he began. He wears the same light gray dress shirt, dark trousers, and carries the navy blazer. His short black hair is neat, his expression calm. The group behind him watches silently as he stands still, perfectly matching his original appearance."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the light blue shirt have a beard when he turns to face the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by the main person in the video?",
+          "options": [
+            "A. Gray",
+            "B. Blue",
+            "C. Light Blue",
+            "D. White"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man in the light blue shirt wearing glasses both before and after turning around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the hairstyle of the man in the light blue shirt?",
+          "options": [
+            "A. Short and curly",
+            "B. Long and wavy",
+            "C. Short and straight",
+            "D. Braided"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man in the light blue shirt maintain the same facial expression (neutral) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image shows seven individuals standing in an urban outdoor setting, likely a narrow street or alleyway between buildings. Six people are visible outside the doorway, facing inward toward a man entering the frame from the right; one person is partially visible on the left edge of the frame. Ages range from late 30s to early 60s, with mixed genders—four men and three women. The central figure, a man in his 40s, wears a light gray dress shirt, dark trousers, and carries a navy blazer. He has short black hair and a slim build. To his right, a bearded man in a blue suit, white shirt, and sunglasses claps enthusiastically. Others wear formal attire: a woman in a black polka-dot dress, another in a white top with a blue jacket, and two men in suits. Accessories include glasses, a crossbody bag, and a briefcase. Hair colors vary from black to gray, styled neatly. They stand on a metal grate near a wooden door, with European-style architecture and parked cars in the background under daylight.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_e7d0455f70845b771957733ad8b9761f",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_e7d0455f70845b771957733ad8b9761f"
+  },
+  {
+    "instance_id": "mem_openhumanvid_a2aa35dcc2c8c3bd5d29bdbaea8e4bf5",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/a2aa35dcc2c8c3bd5d29bdbaea8e4bf5.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A bald Black man in his late 50s to early 60s sits diagonally, facing lower right, wearing thin-rimmed oval glasses with a reflective surface. He’s dressed in a dark charcoal wool suit jacket over a crisp white dress shirt and a subtly shiny gold tie. His posture is forward-leaning, engaged, with defined jawline and calm expression under soft ambient lighting.",
+          "The man slowly rises from his seat, turning slightly toward the background. He walks steadily deeper into the dimly lit space, his silhouette receding as he moves past blurred vertical grates. Only his back and shoulders remain visible, fading into the shadows near the glowing blue-white screen.",
+          "The frame is now empty—no figure in sight. The background remains unchanged: vertical bars softly illuminated, the data feed glowing faintly with indistinct patterns. Shadows stretch across the floor, and the ambient light casts quiet depth, emphasizing stillness and absence.",
+          "From the far edge of the background, a figure emerges—first just a hint of dark fabric, then the gold sheen of a tie catching light. The man walks forward, partially framed, his silhouette growing clearer as he approaches from the depths of the dim corridor.",
+          "The man stands fully in frame, identical to before—bald head, thin-rimmed oval glasses reflecting light, dark suit jacket, crisp white shirt, and gold tie with subtle shine. His posture is slightly leaned forward, face calm and composed, seated once again in the same position, stationary and present."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the bald man maintain his bald head appearance throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the frames of the glasses worn by the man?",
+          "options": [
+            "A. Black",
+            "B. Silver",
+            "C. Brown",
+            "D. Transparent"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's facial expression consistent throughout the video, or does it change?",
+          "options": [
+            "Consistent",
+            "Changes"
+          ],
+          "answer": "Changes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the man's suit jacket?",
+          "options": [
+            "A. Dark gray",
+            "B. Black",
+            "C. Navy blue",
+            "D. Charcoal"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's tie remain visible and unchanged in color and style throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two men, with the primary focus on a bald Black man in his late 50s to early 60s, wearing thin-rimmed oval glasses with a reflective surface. He is dressed in a dark suit jacket, likely black or charcoal wool, over a crisp white dress shirt and a gold-colored tie with a subtle sheen. His posture is slightly leaned forward, suggesting engagement in conversation, and he is seated, facing diagonally toward the lower right of the frame. To his left, partially out of focus, is another man—light-skinned, possibly middle-aged—with short hair, visible only from the side of his face. The background is dimly lit, featuring blurred vertical bars or grates and a glowing screen displaying indistinct blue-white imagery, possibly a map or data feed. Ambient lighting casts soft shadows on the main subject’s face, emphasizing his defined jawline and calm expression.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_a2aa35dcc2c8c3bd5d29bdbaea8e4bf5",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_a2aa35dcc2c8c3bd5d29bdbaea8e4bf5"
+  },
+  {
+    "instance_id": "mem_openhumanvid_bfcdf8f86553f18373f9e3cd3b641ff8",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/bfcdf8f86553f18373f9e3cd3b641ff8.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman in her late 30s to early 40s stands slightly leaning forward, her shoulder-length dark brown hair softly framing her face. She wears a pale pink sleeveless dress with delicate lace-trimmed short sleeves and two front pockets. Her hands are clasped gently, and she smiles warmly in the brightly lit modern kitchen, where red lanterns hang and potted plants add greenery.",
+          "The woman begins to walk steadily toward the right side of the frame, her pale pink dress swaying slightly with each step. Her smile remains as she moves, her dark brown hair catching the light. Only half of her body is visible now, her form gradually disappearing behind the edge of the frame.",
+          "The kitchen remains still and bright, bathed in natural light streaming through sheer curtains. Red Chinese lanterns dangle above, potted plants thrive on the counter, and bar stools line the island. The framed portrait glows softly, and the yellow handbag rests near the seated woman, who continues to smile at her bowl.",
+          "From the left side of the frame, a figure emerges—just the edge of a pale pink sleeve and a glimpse of dark brown hair. The woman steps slowly into view, her lace-trimmed dress beginning to appear. Her movement is calm and deliberate, returning to the center of the warm, sunlit space.",
+          "The woman is fully back in frame, standing slightly leaned forward with her hands clasped. Her shoulder-length dark brown hair falls naturally, and she wears the same pale pink sleeveless dress with lace-trimmed short sleeves and two front pockets. She smiles warmly, exactly as before, stationary and present in the bright, inviting kitchen."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's red headband remain visible throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the top worn by the main person in the video?",
+          "options": [
+            "A. Blue",
+            "B. Pink",
+            "C. Red",
+            "D. Green"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the green bangle on the woman's left wrist consistently visible in all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of garment is the woman wearing over her blue top?",
+          "options": [
+            "A. Jacket",
+            "B. Cardigan",
+            "C. Vest",
+            "D. Scarf"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's hairstyle (hair tied back) remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Three individuals are present in a brightly lit, modern kitchen or dining area. On the left, a woman in her late 30s to early 40s with shoulder-length dark brown hair wears a pale pink sleeveless dress with lace-trimmed short sleeves and two front pockets; she stands slightly leaning forward, hands clasped, smiling. In the center, a man in his 50s with short black hair wears a dark navy t-shirt and gray pants; he leans over a table, looking down at a bowl. On the right, an older woman in her 60s with dark hair pulled back by a red headband wears a dark blue floral-patterned top under a red vest and a pink collar; she sits at the table, smiling, with a green bracelet on her wrist. She holds a spoon in a white bowl. A yellow handbag rests near the seated woman. The background includes potted plants, red Chinese lantern decorations, a framed portrait of a woman, bar stools, and a countertop with jars and bottles. Natural light streams through curtains.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_bfcdf8f86553f18373f9e3cd3b641ff8",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_bfcdf8f86553f18373f9e3cd3b641ff8"
+  },
+  {
+    "instance_id": "mem_openhumanvid_83b3cedecab05d08da8fb96abf7774a0",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/83b3cedecab05d08da8fb96abf7774a0.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Inside a car with tan leather seats, two young adults sit in the front. The person on the left has dark brown hair in a messy bun, loose strands framing her face, wearing a cream-colored short-sleeved top with faint polka dots. The person on the right, driving, has short dark hair, a \"55\" tattoo on his neck, and wears a muted plaid shirt over a dark undershirt. Rain streaks the windows, soft daylight illuminating the scene.",
+          "The driver slowly lifts his hands from the steering wheel, shifting his body toward the open door. He begins to rise, moving upward and out of frame, his plaid shirt and tattooed neck visible as he ascends a ramp just beyond the car’s edge, partially obscured by rain-blurred glass.",
+          "The car remains still, empty in the front seat. Tan upholstery glistens under natural light. Raindrops trail down the windshield, blurring the green landscape outside. The steering wheel rests untouched. Silence fills the space where the driver once sat, only the steady patter of rain breaking the quiet.",
+          "A figure descends from above, stepping into view from the top of the frame. The lower half of the man's body appears first—his plaid shirt and jeans visible—then his hands return to the steering wheel. His neck tattoo comes into sight as he lowers himself back into the driver’s seat.",
+          "The driver is fully seated again, hands resting on the wheel. His short dark hair, \"55\" tattoo, and layered plaid shirt are clearly visible. The woman beside him remains unchanged—her messy bun, loose strands, and cream polka-dot top exactly as before. Both are still, framed by rain-streaked windows and soft daylight."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hair remain tied in a bun throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the woman's top?",
+          "options": [
+            "A. Blue",
+            "B. Black",
+            "C. White",
+            "D. Gray"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the small hoop earrings visible on the woman's left ear throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the woman's facial expression change over time?",
+          "options": [
+            "A. From smiling to serious",
+            "B. From neutral to distressed",
+            "C. From contemplative to surprised",
+            "D. Remains calm and consistent"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the woman's white top with blue floral patterns visible and unchanged from start to finish?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two individuals are seated inside a vehicle, both appearing to be in their late teens or early twenties. The person on the left, likely female, has dark brown hair tied into a messy bun with loose strands framing her face; she wears a light-colored, possibly cream or off-white, short-sleeved top with small, faint polka dots. Her posture is relaxed, facing slightly forward but looking toward the right side of the frame. The person on the right, likely male, has short dark hair and a visible tattoo of \"55\" on the left side of his neck, along with another small mark beneath it. He wears a long-sleeved plaid shirt in muted tones of beige, blue, and gray, layered over a darker undershirt. His hands rest on the steering wheel, suggesting he is driving. Both are seated in the front seats of a car with tan interior; raindrops streak the windows, blurring the green landscape outside. Natural daylight filters through, creating soft illumination.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_83b3cedecab05d08da8fb96abf7774a0",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_83b3cedecab05d08da8fb96abf7774a0"
+  },
+  {
+    "instance_id": "mem_openhumanvid_598a47450ab89ffa918d5e99a23920f2",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/598a47450ab89ffa918d5e99a23920f2.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman stands center frame, dressed in a tailored crimson silk qipao with intricate gold embroidery along the collar and sleeves. Her long, dark hair is styled in a sleek low bun, adorned with a delicate pearl hairpin. She wears subtle gold earrings and holds a small red clutch with a silver clasp, standing poised before the purple velvet curtain bearing golden Chinese characters.",
+          "The woman begins to walk steadily toward the right side of the frame, her movements graceful and deliberate. The hem of her qipao sways slightly with each step, and the red clutch remains held close to her side as she moves out of view, only her left shoulder and arm visible at the edge of the frame.",
+          "The stage is now empty. The rich purple velvet curtain fills the frame, its diagonal folds catching the light. The golden characters \"盛女作戰自由行\" gleam brightly above the logo \"好華旅行社,\" while the ornate gold trim glints subtly at the edges. The gray curtain to the left remains still, and no movement disturbs the scene.",
+          "From the left edge of the frame, a sliver of crimson silk reappears—first the sleeve of the qipao, then the curve of her shoulder. The red clutch becomes visible as she steps forward, her silhouette emerging slowly into the light, the pearl hairpin catching a glint as she continues to enter.",
+          "The woman stands fully in frame once more, centered and still. Her crimson silk qipao with gold embroidery, sleek low bun with pearl hairpin, gold earrings, and red clutch are exactly as before. She faces forward, composed and poised, against the backdrop of the purple velvet curtain and glowing golden text."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man with glasses maintain his smile throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of eyewear does the main person wear?",
+          "options": [
+            "A. Contact lenses",
+            "B. Sunglasses",
+            "C. Black-rimmed glasses",
+            "D. No glasses"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's dark suit jacket consistently visible as he sits at the table?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What color is the shirt under the man's suit jacket?",
+          "options": [
+            "A. Blue",
+            "B. Red",
+            "C. White",
+            "D. Gray"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's hairstyle change at any point during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "There are no visible people in this frame. The image displays a richly textured purple velvet curtain with diagonal folds, serving as a backdrop for large golden Chinese characters reading \"盛女作戰自由行\" and a logo beneath them that says \"好華旅行社\" (Hao Hua Li Travel Agency Ltd.). The background includes hints of ornate gold trim on the edges and a partially visible gray curtain to the left, suggesting a stage or theatrical setting. The lighting is even and bright, highlighting the texture of the fabric and the reflective quality of the text and logo. No individuals, clothing, accessories, hair, or physical features are present or discernible in this still.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_598a47450ab89ffa918d5e99a23920f2",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_598a47450ab89ffa918d5e99a23920f2"
+  },
+  {
+    "instance_id": "mem_openhumanvid_995567eab15684b2bc9227f6918c661e",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/995567eab15684b2bc9227f6918c661e.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late thirties to early forties stands close to the camera, filling the frame. He has a light brown complexion, short dark brown hair swept back with a slight side part, and wears thick black-rimmed rectangular glasses resting low on his nose. Dressed in a crisp muted brown collared shirt, he gazes downward with a faint smirk, set against a dimly lit office backdrop featuring a blurred white blueprint pinned to a dark wall.",
+          "The man begins to shift forward, stepping slowly toward the right side of the frame. His body angles slightly as he moves, the edge of his shoulder and collar still visible. His expression remains contemplative, eyes glancing down, while the dim ambient lighting casts soft shadows across his face and shirt.",
+          "The man is now completely obscured by a large, dark pillar that rises from the floor, blocking the entire view. Only the cool-toned office environment remains—dark walls, faint outlines of furniture, and the white blueprint hanging motionless in the hazy background, illuminated by subtle overhead lights.",
+          "From behind the pillar, the man starts to emerge on the left side of the frame. First, the tip of his collar appears, followed by the curve of his shoulder and the edge of his glasses. His movement is deliberate, slow, as he steps into view, the faint smirk returning to his lips.",
+          "The man is fully back in frame, standing in the same position as before. He wears the same muted brown collared shirt, neatly pressed, with the crisp collar visible. His dark brown hair is swept back, and the thick black-rimmed glasses sit low on his nose. His expression holds a subtle smirk, eyes looking down and slightly toward the camera, the dim office backdrop unchanged behind him."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the video maintain the same hairstyle throughout the clip?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the frames of the glasses worn by the man?",
+          "options": [
+            "A. Black",
+            "B. Brown",
+            "C. Silver",
+            "D. Blue"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's facial expression consistently neutral to slightly smiling across all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the color of the man's collared shirt?",
+          "options": [
+            "A. White",
+            "B. Beige",
+            "C. Gray",
+            "D. Tan"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's stubble (chin and cheeks) appear consistently in every frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features one adult male, appearing to be in his late thirties to early forties, with a light brown complexion and a lean facial structure. He wears black-rimmed rectangular glasses with thick frames, which sit slightly low on his nose. His dark brown hair is short, neatly styled, and swept back from the forehead, with a slight side part. He is dressed in a muted brown or beige collared shirt made of a smooth, possibly cotton-blend fabric; the collar is visible and appears crisp. No jewelry or additional accessories are noticeable. His expression is subtle, with a faint smirk and eyes looking downward and slightly toward the camera, suggesting contemplation or mild amusement. He is positioned close to the camera, filling most of the frame, angled slightly from the left side. The background is dimly lit and blurred, showing a dark wall with what appears to be a white diagram or blueprint pinned to it, indicating an indoor setting—possibly an office or workspace—with cool-toned ambient lighting.",
+      "exit_plan": {
+        "exit": "steps behind a large foreground object (pillar, wall, or vehicle) blocking the view entirely",
+        "return": "emerges from the other side of the occluding object"
+      }
+    },
+    "task_id": "mem_openhumanvid_995567eab15684b2bc9227f6918c661e",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_995567eab15684b2bc9227f6918c661e"
+  },
+  {
+    "instance_id": "mem_openhumanvid_89eb24aae5fb32f897ee3c7e82be71bd",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/89eb24aae5fb32f897ee3c7e82be71bd.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young man stands in the foreground, his slender frame draped in a light gray silk robe with a high collar, exuding ancient nobility. His dark hair is slicked back into a precise topknot beneath an ornate silver filigree headdress, accented by a gleaming yellow pin. His expression is serious, eyes fixed to the right, as blurred greenery and stone architecture frame the overcast outdoor terrace.",
+          "The young man turns slowly, stepping away from the camera with measured grace. His robes flow gently as he walks deeper into the background, his silver headdress catching faint light. Only his back and the curve of his shoulders remain visible as he moves toward the distant edge of the terrace.",
+          "The terrace is now empty—only the stone railing, misty green foliage, and soft architectural details remain under the overcast sky. The air feels still, the scene quiet, with no trace of movement or presence, just the lingering atmosphere of a historical moment suspended in time.",
+          "From the far background, a figure begins to emerge—slowly, deliberately. The silhouette of a young man in light gray robes appears at the edge of the frame, his silver headdress glinting as he steps forward. His form grows clearer, approaching steadily from the depth of the terrace.",
+          "The young man stands fully in frame, identical to before—light gray silk robe, high collar, dark topknot secured beneath the intricate silver filigree headdress with its yellow pin. His expression remains serious, gaze steady. He is motionless, perfectly anchored in place, as if time itself has returned him unchanged."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man wearing the golden helmet have the same hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the primary material of the helmet worn by the main subject?",
+          "options": [
+            "A. Gold",
+            "B. Silver",
+            "C. Bronze",
+            "D. Copper"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the black strap visible under the chin of the man in the golden helmet?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the main color of the fur-like lining inside the helmet?",
+          "options": [
+            "A. Brown",
+            "B. Black",
+            "C. Gray",
+            "D. Purple"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man in the golden helmet maintain a consistent facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, with one prominently in the foreground and another partially visible on the right side. The main subject is a young man, approximately 20–25 years old, with a slender build and fair complexion. He wears a traditional Chinese-style headdress adorned with intricate silver filigree and a yellow decorative pin, suggesting a historical or noble role. His dark hair is neatly styled in an ancient topknot, slicked back and secured beneath the headpiece. He is dressed in a light gray garment with a high collar, likely made of silk or fine linen, indicative of period attire. His expression is serious, eyes focused intently to his right. The second person, seen only from the shoulder and reddish-brown hair, appears to be facing him. They are outdoors, possibly on a balcony or terrace, with blurred greenery and architectural elements in the background under overcast lighting.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_89eb24aae5fb32f897ee3c7e82be71bd",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_89eb24aae5fb32f897ee3c7e82be71bd"
+  },
+  {
+    "instance_id": "mem_openhumanvid_240414c90498f1f8fe1412d2967da618",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/240414c90498f1f8fe1412d2967da618.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young woman lies on her back on a blue and cream floral pillow, her dark shoulder-length hair loosely framing her face. She wears a black satin-like button-down shirt, partially unbuttoned at the top. Two white bandages cover wounds above her right eyebrow and near her left cheekbone, with faint redness and scarring visible. A small cut marks her neck. Her gaze drifts upward and to the right, eyes half-lidded in quiet contemplation.",
+          "Slowly, she lifts her head and pushes herself up from the pillow, her movements deliberate and steady. Her body shifts sideways toward the left edge of the frame, one arm extending forward as she begins to rise. Her silhouette fades slightly into shadow as she moves out of view, only her lower torso and legs still visible.",
+          "The frame is now empty—only the dimly lit background remains. The dark blue fabric with ornate floral patterns stretches across the scene, undisturbed. Soft shadows linger where her body once rested. The floral pillow sits untouched, the cool-toned lighting casting gentle contrasts across the textures.",
+          "From the right side of the frame, a sliver of movement appears—a glimpse of dark hair and the edge of a black satin shirt. She steps cautiously into view, one foot placing down gently on the fabric. Her form grows clearer as she advances, her posture upright but measured, returning slowly to center.",
+          "She stands fully within the frame, facing forward, her appearance identical to before. Dark hair falls loosely over her shoulders, the black satin shirt unbuttoned at the collar. Bandages remain above her right eyebrow and near her left cheekbone, the neck wound still visible. Her gaze is directed upward and to the right, calm and still, as if nothing has changed."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's facial expression remain consistently neutral throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How many adhesive bandages are visible on the woman's face and neck in the video?",
+          "options": [
+            "A. Three",
+            "B. Four",
+            "C. Five",
+            "D. Six"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the red marks on the woman's neck consistent in appearance across all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the woman's shirt?",
+          "options": [
+            "A. White",
+            "B. Black",
+            "C. Blue",
+            "D. Red"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's head position change significantly during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single young woman, appearing to be in her late teens or early twenties, lies on her back on a patterned blue and cream floral pillow. She has dark, shoulder-length hair loosely styled, with some strands falling across her forehead. Her face shows signs of injury: two white adhesive bandages are placed above her right eyebrow and near her left cheekbone, and there is visible redness and minor scarring around the wound sites. A small cut is also noticeable on her neck. She wears a black satin-like shirt with a button-down collar, partially unbuttoned at the top. Her posture is relaxed but passive, suggesting she may be recovering or unconscious. The lighting is dim and cool-toned, casting soft shadows across her face. The background consists of dark blue fabric with ornate floral designs, possibly part of a bed or couch. No accessories or props are visible, and her gaze is directed slightly upward and to the right, indicating awareness or contemplation.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_240414c90498f1f8fe1412d2967da618",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_240414c90498f1f8fe1412d2967da618"
+  },
+  {
+    "instance_id": "mem_openhumanvid_784aff1067931694c7be27bd7b91b733",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/784aff1067931694c7be27bd7b91b733.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman in her late twenties or early thirties stands centered in a dimly lit interior space, her dark shoulder-length hair neatly pulled back from her face. She wears a simple high-necked black blouse, no jewelry, no accessories. Her fair skin is softly illuminated on one side, shadows deepening the other. Her expression is serious, eyes fixed forward, lips slightly parted, conveying quiet intensity.",
+          "She begins to turn slowly to her right, her movement deliberate and measured. The edge of her black blouse brushes against the frame as she pivots away. Her hair shifts subtly with the motion, her gaze still directed forward, unblinking. The light catches the curve of her jaw as she moves toward the corner, partially disappearing from view.",
+          "The corner is now empty. Only the dark, indistinct background remains—shadows pooling in the corners, faint outlines of walls meeting at a sharp angle. The ambient lighting casts a soft glow on the textured surface near the floor, but no trace of the person remains. Silence fills the space.",
+          "From the same corner, a sliver of dark hair emerges, followed by the edge of her black blouse. She rounds the bend slowly, reappearing inch by inch. Her silhouette grows clearer as she steps into the light, her posture upright, her face still obscured by the angle. The scene breathes with anticipation.",
+          "She is fully back in frame, standing exactly where she began. Her dark shoulder-length hair is neatly pulled back, her black high-necked blouse pristine, no accessories visible. Her fair skin glows softly under the directional light, shadows framing one side of her face. Her expression remains serious, eyes steady, lips slightly parted—identical to the moment she first appeared. She stands still, poised."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's eye color appear consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What direction does the woman turn her head during the video?",
+          "options": [
+            "A. Left",
+            "B. Right",
+            "C. Up",
+            "D. Down"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the lighting on the woman's face consistent, highlighting the same areas (forehead and nose) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How would you describe the woman's hairstyle in the video?",
+          "options": [
+            "A. Long and loose",
+            "B. Short and pulled back",
+            "C. Wavy and shoulder-length",
+            "D. Braided"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's facial expression remain neutral and unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features a single individual, a woman appearing to be in her late twenties or early thirties. She has dark, shoulder-length hair styled neatly, pulled back from her face, with no visible accessories such as jewelry or headwear. Her facial features include a straight nose, full lips slightly parted, and expressive dark eyes that are gazing directly forward with a serious, contemplative expression. She appears to have fair skin with subtle natural makeup, emphasizing her eyes. No clothing details are visible due to the close-up framing, which focuses tightly on her face and upper neck. Her posture is upright, suggesting attentiveness or tension. The background is dark and indistinct, likely an interior space with low ambient lighting, creating shadows across one side of her face while the other is softly illuminated, possibly by a directional light source off-camera. The overall atmosphere is somber and intimate, emphasizing her emotional state.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_784aff1067931694c7be27bd7b91b733",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_784aff1067931694c7be27bd7b91b733"
+  },
+  {
+    "instance_id": "mem_openhumanvid_61b0ad2b7871543b8529bfe4e9d62751",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/61b0ad2b7871543b8529bfe4e9d62751.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late twenties, dressed in a richly embroidered red robe with intricate gold patterns and a soft pink inner collar, stands solemnly. His dark hair is neatly pulled back, revealing a somber face streaked with tears. Beside him, a woman rests her head on his shoulder, adorned with an ornate golden hairpin set with blue gemstones, her elaborate black updo signifying noble status. The warm, blurred orange-red background glows like fire, casting emotional light on their intimate sorrow.",
+          "The man slowly turns to the left, his red robe flowing with deliberate grace as he begins to walk out of frame. His tear-streaked face remains visible for a moment, eyes downcast, before only the edge of his sleeve and the curve of his shoulder linger at the left boundary of the shot.",
+          "The frame now holds only the warm, fiery orange-red backdrop, softly blurred and glowing like embers. No figures remain—just the lingering warmth and texture of the scene, untouched by movement, silent and still, evoking absence and quiet tension.",
+          "From the right side of the frame, the edge of a rich red robe reappears, followed by the man’s shoulder and the glint of gold embroidery. He steps forward steadily, his dark hair tied back, the corner of his tear-streaked face emerging into view as he returns from the shadows.",
+          "The man stands fully in frame once more, wearing the same intricately patterned red robe with gold thread and pink inner collar. His dark hair is neatly pulled back, tears still tracing his cheeks, and beside him, the woman rests her head on his shoulder, her golden hairpin with blue gems gleaming. They are still, rooted in the same moment of sorrow under the warm, fiery glow."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the red robe maintain the same hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the robe worn by the man in the video?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. Red",
+            "D. Yellow"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is there a tear visible on the man's face during the entire duration of the clip?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the background behind the man?",
+          "options": [
+            "A. Orange",
+            "B. Yellow",
+            "C. Red",
+            "D. Green"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression remain consistently sad or pained throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, a man and a woman, both appearing to be in their late twenties or early thirties. The man, positioned centrally, wears a richly embroidered red robe with gold patterns and a pink inner collar, suggesting traditional East Asian attire, possibly from a historical drama. His dark hair is styled neatly, pulled back from his face, and he has a somber expression with visible tears streaming down his cheeks. He gazes downward toward the woman beside him, whose head rests gently against his shoulder. She wears an ornate golden hairpin with blue gemstones, indicating a high social status. Her black hair is styled in an elaborate updo typical of ancient Chinese nobility. The background is a warm, blurred orange-red hue, likely representing a fiery scene or dramatic lighting, enhancing the emotional intensity. The lighting highlights the man’s face and the texture of their garments, emphasizing the intimacy and sorrow of the moment.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_61b0ad2b7871543b8529bfe4e9d62751",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_61b0ad2b7871543b8529bfe4e9d62751"
+  },
+  {
+    "instance_id": "mem_openhumanvid_d900fb214e8ef58e8218bb594fdf7028",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/d900fb214e8ef58e8218bb594fdf7028.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman with short, dark brown curly hair styled in a vintage fashion, adorned with a delicate hairpin, stands beside a man near a sunlit window. She wears a teal coat over a beige, red, and white striped scarf, pearl earring glinting, bold red lipstick accentuating her lips. The man, in a light gray cardigan over a cream vertically striped shirt, gazes downward as she looks toward him, their closeness suggesting quiet tension.",
+          "The woman begins to turn away, stepping forward toward the staircase behind them. Her teal coat sways slightly as she ascends, one foot rising onto the first step. Her profile remains visible, hair catching the light, while the man stays rooted, his expression unchanged, watching her move out of frame.",
+          "The staircase now empty, sunlight streams through the large window, illuminating the greenery outside. The space where they stood is still, quiet, only the faint echo of movement lingering. The room feels suspended—no figures, no motion, just stillness and natural light filling the interior.",
+          "From the top of the staircase, a figure descends slowly into view. First, the edge of a teal coat appears, then a glimpse of the striped scarf and curling dark hair. The woman’s silhouette grows clearer as she steps down, her presence returning gradually, the scene reawakening with her return.",
+          "The woman stands fully in frame, her appearance unchanged—short curly dark brown hair with a decorative hairpin, teal coat, striped scarf in beige, red, and white, pearl earring, bold red lipstick. She faces the man once more, still and composed, the moment restored exactly as it began."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hairstyle remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the man's outer garment?",
+          "options": [
+            "A. Blue",
+            "B. Gray",
+            "C. White",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman wearing the same earrings throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the man's shirt underneath the cardigan?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. White",
+            "D. Beige"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man maintain the same facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, a woman on the left and a man on the right, both appearing to be in their late 30s to early 40s. The woman has short, dark brown, curly hair styled in a vintage fashion with a decorative hairpin; she wears a teal coat over a striped scarf in beige, red, and white, paired with a pearl earring. Her makeup includes bold red lipstick. The man has short black hair, a neutral expression, and is dressed in a light gray cardigan over a cream-colored, vertically striped dress shirt. He appears slightly heavier set and stands close to the woman. They are positioned indoors near a large window with natural daylight illuminating the scene; greenery is visible outside. The woman looks toward the man, who gazes downward, suggesting a moment of contemplation or tension. No props are held, but their proximity indicates an intimate or serious interaction.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_d900fb214e8ef58e8218bb594fdf7028",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_d900fb214e8ef58e8218bb594fdf7028"
+  },
+  {
+    "instance_id": "mem_openhumanvid_4576a9b26e38a6e01d0ab43a2c804bd7",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/4576a9b26e38a6e01d0ab43a2c804bd7.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late twenties or early thirties sits upright inside a dimly lit vehicle, his short dark hair neatly styled and face clean-shaven. He wears a crisp white shirt beneath a dark jacket, with a large black over-ear headset around his neck, microphone angled toward his mouth. His gaze is fixed downward, focused intently on something out of frame, the ambient blue-gray light casting subtle shadows across his features.",
+          "The man shifts slightly, pushing himself up from the seat and turning toward the right side of the frame. His movements are deliberate and controlled as he rises, the headset remaining securely in place. Only his torso and shoulder remain visible as he steps forward, disappearing gradually behind the edge of the frame.",
+          "The interior of the vehicle remains in view—dashboard illuminated faintly, steering wheel centered, and a blurred figure in similar gear seated in the background. The circular transparent scope in the foreground glows softly under the low light, emphasizing the quiet tension of the scene. No movement, no presence—only stillness and anticipation.",
+          "From the left side of the frame, a dark silhouette emerges, stepping into view with measured precision. The edge of a dark jacket appears first, followed by the sleek outline of the headset and the top of a white shirt. The man continues to walk forward, his form becoming more defined as he re-enters the space.",
+          "The man stands fully within the frame, posture upright and expression focused, just as before. His short dark hair is unchanged, the white shirt crisp under the dark jacket, and the professional-grade headset rests firmly around his neck. He faces forward, motionless, the ambient blue-gray light highlighting every detail exactly as seen at the start."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hairstyle change from short black hair to a different style during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt visible under the jacket?",
+          "options": [
+            "A. Blue",
+            "B. White",
+            "C. Gray",
+            "D. Beige"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing the same orange-brown watch on his left wrist throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of headphones does the man have around his neck?",
+          "options": [
+            "A. In-ear",
+            "B. Over-ear",
+            "C. Bone conduction",
+            "D. Wireless"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression remain consistent while he is on the phone?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single male individual, appearing to be in his late twenties or early thirties, is seated inside a vehicle, likely a car or specialized vehicle given the visible steering wheel and dashboard elements. He has short, dark black hair styled neatly, with a clean-shaven face and a focused expression. He wears a white shirt underneath a dark jacket, though only the upper torso is visible. Around his neck is a large, black over-ear headset with a microphone extending toward his mouth, suggesting communication or monitoring activity. The headset appears professional-grade, possibly used for tactical or operational purposes. His posture is upright, leaning slightly forward as he looks downward, concentrating on something out of frame. The environment is dimly lit, with ambient blue-gray lighting indicating nighttime or low-light conditions. In the foreground, a circular transparent object—possibly a scope or part of equipment—is partially visible, adding to the technical atmosphere. The background is blurred but shows another person wearing similar gear, hinting at a team operation.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_4576a9b26e38a6e01d0ab43a2c804bd7",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_4576a9b26e38a6e01d0ab43a2c804bd7"
+  },
+  {
+    "instance_id": "mem_openhumanvid_7bda0fd8f6ce9ad0df725fb277d41615",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/7bda0fd8f6ce9ad0df725fb277d41615.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman with shoulder-length dark brown hair sits at a wooden kitchen table, wearing a gray long-sleeved V-neck sweater over a black undershirt and blue jeans. Her posture is relaxed yet expressive, hands gesturing mid-conversation. A white mug rests before her, and natural light bathes the room, highlighting white cabinets, a yellow teapot on the stove, and decorative plates on the wall.",
+          "The seated woman rises slowly from the chair, turning to her left as she begins walking out of frame. Her gray sweater sways gently with each step, and her dark hair falls loosely around her shoulders. The background remains still—only her movement draws focus as she exits toward the left edge of the frame.",
+          "The kitchen is now empty of the woman. Sunlight streams through large windows, illuminating the white cabinets, yellow teapot, and patterned plates. The white mug sits untouched on the table, and the younger woman in the pink shirt continues washing dishes at the sink, unaware of the absence.",
+          "A figure re-enters the frame from the right, stepping into view with steady purpose. The gray long-sleeved sweater and dark brown hair are visible first, followed by the blue jeans. She walks calmly toward the center, her presence returning gradually to the warm, sunlit kitchen space.",
+          "The woman stands fully in frame, centered at the table once more. Her shoulder-length dark brown hair frames her face, and she wears the same gray V-neck sweater over a black undershirt and blue jeans. The white mug remains untouched beside her. The kitchen glows with soft daylight, and she stands still, poised and present."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When the woman in the grey sweater stands up and turns away from the camera, does her long brown hair remain visible?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the jeans worn by the woman in the grey sweater?",
+          "options": [
+            "A. Black",
+            "B. Blue",
+            "C. Green",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the woman in the grey sweater still have the same long brown hair when she turns back to face the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What object is the woman in the grey sweater holding before she stands up?",
+          "options": [
+            "A. A book",
+            "B. A phone",
+            "C. A white mug",
+            "D. A remote control"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the woman in the grey sweater wearing the same grey sweater both before and after she stands up?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two women are present in a well-lit kitchen. The foreground woman, approximately 35–40 years old, has shoulder-length dark brown hair and is seated at a table, facing slightly to her right with an expressive gesture. She wears a gray long-sleeved V-neck sweater over a black undershirt and blue jeans. Her posture is relaxed yet animated, suggesting she is mid-conversation. In the background, a younger woman, likely in her late teens or early twenties, stands at the sink, wearing a pink button-up shirt and light beige pants. Her hair is pulled back in a ponytail. The kitchen features white cabinets, a yellow teapot on the stove, decorative plates on the wall, and natural light streaming through large windows. A white mug rests on the table near the seated woman, and various kitchen items like bottles and a cutting board are visible. The lighting is soft and warm, indicating daytime.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_7bda0fd8f6ce9ad0df725fb277d41615",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_7bda0fd8f6ce9ad0df725fb277d41615"
+  },
+  {
+    "instance_id": "mem_openhumanvid_742495876ba9f32bc0d45179f29107d6",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/742495876ba9f32bc0d45179f29107d6.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young adult male stands in sharp focus, his dark hair neatly tied into a topknot with two braided strands framing his face. He wears a cream tunic beneath a dark green scarf, layered under a grayish-black segmented armor vest with brown leather trim and cross-stitch patterns. A red outer garment drapes over one shoulder. His expression is intense, eyes fixed on the blurred figure before him.",
+          "The man begins to move forward, stepping slowly toward a massive stone pillar that looms in the foreground. His posture remains upright, arms at his sides, as he advances. The edge of his red cloak flutters slightly, revealing more of the armored vest as he moves closer to the occlusion.",
+          "The pillar now fully blocks the view. Only the dimly lit chamber remains visible—muted tones, soft shadows, and indistinct architectural details. The air feels still, the silence heavy. No trace of the man remains; the space behind the pillar is empty, the scene undisturbed.",
+          "From the other side of the pillar, a sliver of movement appears—a flash of red fabric followed by the edge of the grayish-black armor. The man emerges gradually, his braided hair catching the faint light as he steps into frame, half-hidden, still moving forward.",
+          "The man is now fully visible, standing in the same position as before. His dark hair is neatly tied in a topknot, braids framing his face. He wears the cream tunic, dark green scarf, segmented armor vest with leather trim, and red outer garment. His expression remains intense, gaze steady. He stands still, unchanged, anchoring the moment."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Is the man's hairstyle (dark hair tied in a topknot) consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main layer of armor visible on the man's chest?",
+          "options": [
+            "A. Green",
+            "B. Beige",
+            "C. Black",
+            "D. Red"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the man have a mustache in both the initial and final frames shown?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What material or texture appears to be underneath the man's armor?",
+          "options": [
+            "A. Red blanket",
+            "B. White fabric",
+            "C. Tatami mat",
+            "D. Leather"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the man lying down in the same position (on his back) in the final frame as he was in the initial frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, one in sharp focus and the other blurred in the foreground. The focused person appears to be a young adult male, likely in his late twenties, with a slim build and an intense, serious expression. He has dark, neatly styled hair tied into a topknot with two braided strands framing his face. He wears a layered outfit consisting of a cream-colored inner tunic, a dark green scarf or collar, and a grayish-black segmented armor vest with brown leather trim and cross-stitch patterns, suggesting historical or military attire. His red outer garment is partially visible. No accessories or jewelry are apparent. He stands upright, facing slightly left, gazing intently at the blurred figure. The blurred individual, possibly female, has long dark hair and wears a gray mask covering the lower half of their face. The background is dimly lit and indistinct, with muted tones and soft shadows, indicating an indoor setting, perhaps a chamber or hallway.",
+      "exit_plan": {
+        "exit": "steps behind a large foreground object (pillar, wall, or vehicle) blocking the view entirely",
+        "return": "emerges from the other side of the occluding object"
+      }
+    },
+    "task_id": "mem_openhumanvid_742495876ba9f32bc0d45179f29107d6",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_742495876ba9f32bc0d45179f29107d6"
+  },
+  {
+    "instance_id": "mem_openhumanvid_00f63be129cb6559870673df562fa626",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/00f63be129cb6559870673df562fa626.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A person stands in the storage area, wearing a navy-blue hoodie with white drawstrings, faded jeans, and worn black sneakers. Their dark hair falls loosely past their shoulders, partially obscuring one ear. They carry a red canvas tote bag slung over one shoulder, its strap slightly frayed. The scene is still, lit evenly by overhead fluorescent lights.",
+          "The person turns slowly to the left, stepping forward toward the corner where tile meets carpet. Their movements are deliberate, the tote bag swinging gently with each step. One foot crosses the threshold of the dark carpet as they begin to disappear behind the wooden shelf’s edge.",
+          "The storage area remains quiet and unchanged. The open box reveals stacked vinyl records labeled \"LETTER SIZE,\" while the pink object glows faintly in another container. The green bin sits motionless on the right, and the white tiles reflect the steady artificial light. No trace of the person remains.",
+          "From the same corner, a figure begins to reappear—first the tip of the navy-blue hoodie, then the edge of the red tote bag. The person emerges cautiously, one foot stepping onto the tile, their silhouette framed by the shadowed curve of the shelf.",
+          "The person stands fully in view again, exactly as before: navy-blue hoodie, white drawstrings, faded jeans, black sneakers, dark hair falling past the shoulders, red tote bag over one shoulder. They pause, motionless, facing forward, the scene identical to the first moment."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's facial expression remain neutral when he turns to face the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the tie worn by the man in the black suit?",
+          "options": [
+            "A. Blue",
+            "B. Yellow",
+            "C. Brown",
+            "D. Green"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman wearing white gloves visible throughout the video after she first appears?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of container does the woman carry in her hands?",
+          "options": [
+            "A. Plastic bag",
+            "B. Wooden box",
+            "C. Metal briefcase",
+            "D. Paper bag"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man’s hairstyle change from short brown hair to any other style during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "There are no people visible in this frame. The image shows a close-up view of a storage area with several dark wooden boxes on a white tiled floor. One box is open, revealing stacked vinyl records and labeled \"LETTER SIZE.\" A pink object, possibly a toy or electronic device, is partially visible in another box. The background includes a section of dark carpet adjacent to the tile, a portion of a wooden cabinet or shelf, and what appears to be a green trash can or bin on the right edge. The lighting is even and artificial, typical of indoor commercial or institutional spaces. No individuals, clothing, accessories, hair, or physical features are present or discernible in this scene.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_00f63be129cb6559870673df562fa626",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_00f63be129cb6559870673df562fa626"
+  },
+  {
+    "instance_id": "mem_openhumanvid_448c238250b5172276cf17c2af1100d9",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/448c238250b5172276cf17c2af1100d9.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman stands centered in the frame, wearing a tailored navy-blue wool coat with gold buttons, black leather gloves, and knee-high brown boots. Her shoulder-length dark hair is swept back by a soft breeze, and she wears round silver-rimmed glasses. She holds a vintage leather satchel over her left shoulder, its strap slung diagonally across her torso. The Shanghai skyline looms behind her, muted under an overcast sky.",
+          "She turns slowly to her left, stepping forward with deliberate grace. Her coat flares slightly as she moves, the satchel swaying with her stride. Her boots click softly on the stone pavement. As she walks, her figure begins to fade from view, only her right arm and part of her coat remaining visible at the edge of the frame.",
+          "The frame now shows only the expansive cityscape—tall glass towers reflecting gray clouds, the Huangpu River winding through the foreground with slow-moving boats. Green trees line the riverbanks, and distant cranes rise above construction sites. The air feels still, heavy with quiet anticipation.",
+          "From the right edge of the frame, a glimpse of navy-blue fabric appears—a corner of the coat—and then the woman’s boot steps into view. She re-enters steadily, the satchel swinging gently at her side. Her silhouette grows clearer as she advances, her glasses catching faint light from the overcast sky.",
+          "She stands fully in frame once more, centered and still. Her navy-blue wool coat, black gloves, and brown boots are exactly as before. Her dark hair remains neatly styled, and the silver-rimmed glasses rest on her face. The vintage satchel hangs over her shoulder. The city behind her is unchanged, the moment frozen in time."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the person in the video have short black hair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by the main person in the video?",
+          "options": [
+            "A. Light Blue",
+            "B. Dark Gray",
+            "C. White",
+            "D. Black"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the person wearing any visible accessories such as a watch, glasses, or a bag?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the person doing while standing by the window?",
+          "options": [
+            "A. Leaning forward to look down",
+            "B. Resting hands on the window frame",
+            "C. Walking away from the window",
+            "D. Facing the camera"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the person's hairstyle change at any point during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "There are no people visible in this image. The frame captures a wide-angle view of the Shanghai skyline, featuring prominent skyscrapers such as the Oriental Pearl Tower and the Shanghai Tower, with the Huangpu River flowing in the foreground. The scene is overcast, with diffused lighting due to cloudy weather, lending a muted tone to the cityscape. Buildings vary in architectural style and height, including modern glass towers and lower commercial structures. Greenery lines the riverbanks, and a few boats are visible on the water. No individuals, clothing, accessories, or physical features can be observed, as the focus is entirely on the urban landscape. The camera appears positioned at a high vantage point, offering a panoramic perspective of the city center from across the river.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_448c238250b5172276cf17c2af1100d9",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_448c238250b5172276cf17c2af1100d9"
+  },
+  {
+    "instance_id": "mem_openhumanvid_18cefc3b61eb7b21a6f8c74a319d2eb0",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/18cefc3b61eb7b21a6f8c74a319d2eb0.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late 50s stands at the center of a stone courtyard, wearing a tailored black suit with a high-collared shirt and dark tie. Over it, he dons an ornate gold-trimmed ceremonial coat, holding a polished wooden walking cane. His graying hair is neatly combed, and he wears a black bowler hat slightly tilted forward. The group around him is dressed in formal black attire, standing solemnly before a classical beige building under overcast skies.",
+          "The man begins to walk slowly toward a wide stone staircase ascending behind the group. He moves with deliberate steps, cane tapping gently on the pavement. His gold-trimmed coat sways slightly as he ascends, and only his lower torso and legs remain visible as he climbs higher into the frame’s upper edge.",
+          "The staircase now stands empty, its worn stone steps leading upward into the gray sky. The courtyard remains still, with the others in black attire continuing their quiet conversations. The classical columns and large windows of the building stand tall, bathed in soft, diffused light. No trace of the man remains.",
+          "From the top of the frame, a figure descends the same stone staircase. Only the lower half of the man appears—his black trousers, polished boots, and the tip of his cane visible as he carefully steps down. The gold trim of his coat glints faintly as he approaches the courtyard floor.",
+          "The man is now fully back in frame, standing where he began. He wears the same ornate gold-trimmed ceremonial coat, black bowler hat, high-collared shirt, and dark tie. His graying hair is neatly styled, and he holds his walking cane firmly. The surrounding group remains unchanged, and he stands still, centered and composed."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When the woman turns her back to the camera, does her dark hair remain styled in an updo?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main dress worn by the woman in the video?",
+          "options": [
+            "A. Red",
+            "B. White",
+            "C. Black",
+            "D. Gray"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the woman's black veil remain in place when she turns around to face the camera again?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What accessory is visible on the woman's left hand as she clasps her hands in front?",
+          "options": [
+            "A. A ring",
+            "B. A bracelet",
+            "C. A watch",
+            "D. Nothing"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the woman's standing posture consistent before and after turning around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The scene features approximately twelve individuals, mostly men and a few women, appearing to be in their late 40s to early 70s. They are dressed in formal black attire, including long overcoats, tailored suits, and high-collared shirts with dark ties. Most wear black bowler hats or wide-brimmed top hats, with one man in the center wearing an ornate gold-trimmed ceremonial coat and holding a walking cane. Several women wear modest black dresses with collars, and one wears glasses. Hair is mostly short, dark, or graying, styled conservatively; one woman has her hair pulled back into a bun. All individuals stand on a stone courtyard in front of a classical beige building with large windows and columns. The lighting is natural and diffused, suggesting an overcast day. People are positioned in small clusters, facing each other in conversation, with some turned toward the camera and others with backs visible.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_18cefc3b61eb7b21a6f8c74a319d2eb0",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_18cefc3b61eb7b21a6f8c74a319d2eb0"
+  },
+  {
+    "instance_id": "mem_openhumanvid_5ed1a592711f34644eafbea26c90c438",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/5ed1a592711f34644eafbea26c90c438.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late 50s to early 60s stands slightly off-center, facing right with a serious, contemplative expression. He has short, dark hair graying at the temples, neatly combed back, and a thin mustache. Dressed in a dark, high-collared traditional garment made of thick wool or cotton, he is illuminated by soft, warm light from a blurred candle or lantern behind him, casting deep shadows across his weathered face.",
+          "The man begins to walk steadily toward the right side of the frame, his movements deliberate and unhurried. His dark garment sways slightly with each step, and only his upper body remains visible as he moves out of view, the dimly lit wooden background softly glowing around him.",
+          "The frame is now empty—no trace of the man remains. Only the blurred, warm glow of the candlelight lingers, illuminating the wooden beams and indistinct shapes of an old interior space. Shadows stretch quietly across the floor, and the stillness fills the room with a sense of anticipation.",
+          "From the left edge of the frame, the man slowly re-enters, emerging into view. His dark, high-collared garment appears first, followed by the side of his face, still marked by subtle lines and a furrowed brow. The warm light catches the gray at his temples as he steps forward, steady and composed.",
+          "The man is fully back in frame, standing slightly off-center, facing right with his head turned toward the camera. His short, dark hair with gray temples, thin mustache, and dark traditional garment are unchanged—every detail matches exactly as before. He stands still, solemn and present, under the soft glow of the candlelight."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the video have the same mustache throughout the entire clip?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the man's hair?",
+          "options": [
+            "A. Black",
+            "B. Gray",
+            "C. Brown",
+            "D. Red"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing the same shirt/jacket in every frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What emotion does the man appear to be expressing as the video progresses?",
+          "options": [
+            "A. Happiness",
+            "B. Anger",
+            "C. Sadness",
+            "D. Indifference"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features one adult male, approximately in his late 50s to early 60s, with a weathered complexion and visible facial lines, suggesting maturity and experience. He has short, dark hair with subtle graying at the temples, neatly combed back, and a thin mustache above his upper lip. His expression is serious and contemplative, with slightly furrowed brows. He wears a dark, possibly brown or black, traditional-style garment with a high collar, likely made of thick fabric such as wool or cotton, indicating a historical or period setting. No accessories or jewelry are visible. He is positioned slightly off-center in the frame, facing toward the right side of the image, with his head turned slightly toward the camera. The background is dimly lit, blurred, and appears to be an indoor space with wooden elements and a warm, glowing light source—possibly a candle or lantern—creating a soft bokeh effect. The lighting emphasizes his face while casting shadows, adding depth and drama to the scene.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_5ed1a592711f34644eafbea26c90c438",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_5ed1a592711f34644eafbea26c90c438"
+  }
+]
\ No newline at end of file
diff --git a/MBench-V-new/_original_json/merged.json b/MBench-V-new/_original_json/merged.json
new file mode 100644
index 0000000000000000000000000000000000000000..510037ee986ef1f47fc45aefb45b8c768206207b
--- /dev/null
+++ b/MBench-V-new/_original_json/merged.json
@@ -0,0 +1,51384 @@
+[
+  {
+    "task_id": "mem_dl3dv_40ad4e9eb1e46501d03cdcbbe29dabbef4b908b2f5ea97f347664a6246cc1c18",
+    "instance_id": "mem_dl3dv_40ad4e9eb1e46501d03cdcbbe29dabbef4b908b2f5ea97f347664a6246cc1c18",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_40ad4e9eb1e46501d03cdcbbe29dabbef4b908b2f5ea97f347664a6246cc1c18.mp4",
+      "total_frames": 404,
+      "fps": 15.0,
+      "duration_sec": 26.93,
+      "reference_image_path": "inference_img/mem_dl3dv_40ad4e9eb1e46501d03cdcbbe29dabbef4b908b2f5ea97f347664a6246cc1c18_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, slow-rotating shot of a cozy living room centered on a black office chair with a decorative patterned pillow resting on its back. The carpeted floor is light beige and covers the entire room. A yellow leather sofa wraps around the space, adorned with a patterned throw blanket and matching pillows. On the wall behind the sofa, multiple framed pictures are mounted in an artistic arrangement. To the left, a large flat-screen TV displays a vibrant cityscape, mounted on a sleek black TV stand; the lower portion of this stand is visible with a white circular object (possibly a speaker or decor) placed beside it. A tall floor lamp stands near the sofa, casting soft ambient light. As the camera rotates clockwise, a red gaming chair appears briefly in the background near the TV area. The central black office chair remains the focal point throughout, with its mesh back, armrests, and five-point caster base clearly visible. The camera continues to circle, capturing different angles: from the front showing the full view of the chair with pillow, to low-angle shots emphasizing the base of the office chair with casters, then tilting up to reveal the intricate floral patterns on the pillow and the surrounding environment. The movement is smooth and deliberate, ensuring all mandatory landmarks — including the wall-mounted framed pictures, the TV on black stand, the floor lamp near sofa, the patterned throw blanket on sofa, the red gaming chair, and the base of the office chair with casters — are captured in context. Finally, the camera completes its rotation and ends with a slightly elevated frontal view of the chair, reinforcing the symmetry and layout of the room."
+        ],
+        "level_2": [
+          "The video begins with a wide, rotating shot of a well-lit living room centered on a black office chair draped with a decorative patterned pillow. The carpeted floor is beige and extends across the entire space. In the background, a curved yellow leather sofa is visible, covered partially by a patterned throw blanket and accented with coordinating pillows. Above the sofa, multiple framed pictures hang on the wall in a curated display. To the left, a large TV on a black stand shows a dynamic cityscape; the lower portion of the TV stand is visible, with a white circular object resting beside it. A tall floor lamp stands near the sofa, contributing to the ambient lighting. The camera slowly rotates clockwise, keeping the central black office chair as the main subject while revealing glimpses of a red gaming chair positioned near the TV area. The full view of the chair with pillow is maintained as the camera circles, establishing spatial relationships between furniture and décor.",
+          "Continuing from the initial rotation, the camera moves closer to the black office chair, focusing on its ergonomic design — mesh back, padded armrests, and adjustable height lever. The patterned pillow features colorful floral motifs and rests securely against the chair’s backrest. The camera pans downward to highlight the base of the office chair with its five black casters rolling smoothly over the carpeted floor. As the rotation proceeds, the yellow leather sofa reappears, now viewed from the side, emphasizing the throw blanket’s leafy pattern and the plushness of the cushions. The wall-mounted framed pictures remain visible in the background, adding texture and personality to the space. The TV continues to display the cityscape, and the black TV stand anchors the entertainment zone. The red gaming chair is briefly seen again, contrasting with the more formal office chair. The camera maintains a steady, fluid motion, ensuring each element remains visually connected and coherent.",
+          "Finally, the camera completes its 360-degree rotation, returning to a frontal perspective of the central black office chair with the patterned pillow. It then tilts down for a close-up of the chair’s base and casters, before rising again to capture the full view of the chair and its surroundings. The yellow leather sofa, patterned throw blanket, wall-mounted framed pictures, and floor lamp near the sofa are all reintegrated into the frame, reinforcing the room’s cohesive aesthetic. The TV on the black stand continues to show the cityscape, and the lower portion of the stand remains visible with the white circular object still in place. The red gaming chair makes one last appearance in the background, subtly balancing the room’s functional zones. The video ends with a slight upward tilt, framing the chair’s backrest and pillow against the backdrop of the living room, leaving a lasting impression of comfort, style, and thoughtful arrangement."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a wide-angle shot of a living room centered on a black office chair with a patterned pillow. The beige carpet covers the floor. Behind the chair, a yellow leather sofa is visible with a patterned throw blanket and matching pillows. Wall-mounted framed pictures decorate the wall above the sofa. To the left, a TV on a black stand displays a cityscape; the lower portion of the stand and a white circular object beside it are visible. A floor lamp stands near the sofa. The camera begins a slow clockwise rotation, maintaining focus on the central chair.",
+          "20-40%: As the rotation continues, the camera reveals more of the yellow leather sofa and the leafy design of the throw blanket. The red gaming chair becomes visible in the background near the TV area. The camera angle shifts slightly lower, offering a clearer view of the base of the office chair with its five black casters on the carpet. The patterned pillow’s vibrant floral motifs remain prominent. The wall-mounted framed pictures and TV displaying the cityscape stay in context as the smooth clockwise motion proceeds.",
+          "40-60%: The camera now views the scene from the side, capturing the full black office chair with the pillow, the curved yellow leather sofa with plush cushions and throw blanket, and the warm glow of the floor lamp. The TV on the black stand remains anchored in the entertainment zone. The camera tilts downward to focus on the chair’s base and casters rolling over the carpet, with the mesh back and armrests visible above. The red gaming chair is briefly prominent before the rotation continues steadily.",
+          "60-80%: The camera rises again, framing the upper portion of the black office chair and highlighting the detailed floral patterns on the pillow. The TV on the black stand, still showing the cityscape, reappears to the left, along with the lower portion of the stand and the white circular object. The red gaming chair reenters the background momentarily. The rotation brings the camera back toward the front of the room, capturing the central chair from a slightly elevated angle, with the yellow sofa, throw blanket, framed pictures, and floor lamp all reintegrated into the composition.",
+          "80-100%: Finally, the camera completes its rotation, ending with a frontal view of the black office chair with the patterned pillow. It tilts down briefly to emphasize the base and casters, then rises to frame the chair’s backrest against the backdrop of the living room. All key elements—the yellow leather sofa, patterned throw blanket, wall-mounted framed pictures, floor lamp, TV on black stand with white circular object, and red gaming chair—are integrated into the final shot, creating a harmonious and complete visual summary of the space."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a wide-angle shot of a living room centered on a black office chair with a patterned pillow. The carpeted floor is beige. Behind the chair, a yellow leather sofa is visible with a patterned throw blanket. Wall-mounted framed pictures decorate the wall above the sofa. To the left, a TV on a black stand displays a cityscape. A floor lamp stands near the sofa. The camera begins a slow clockwise rotation.",
+          "Part 2/8: Continuing the rotation, the camera reveals more of the yellow leather sofa and the throw blanket’s leafy design. The TV on the black stand remains in view, showing the cityscape. The lower portion of the TV stand is visible, including a white circular object beside it. The black office chair with the patterned pillow stays centered as the camera moves, maintaining focus on its structure and position.",
+          "Part 3/8: The camera angle shifts slightly lower, offering a clearer view of the base of the office chair with its five black casters on the carpeted floor. The red gaming chair becomes visible in the background near the TV area. The wall-mounted framed pictures are still present above the sofa. The patterned pillow on the office chair features vibrant floral designs. The camera continues its smooth clockwise motion.",
+          "Part 4/8: Now viewing the scene from the side, the camera captures the full view of the black office chair with the pillow. The yellow leather sofa curves into the frame, displaying its plush cushions and throw blanket. The floor lamp near the sofa casts a warm glow. The TV continues to display the cityscape, anchored by the black TV stand. The red gaming chair is momentarily prominent before the camera rotates further.",
+          "Part 5/8: The camera tilts downward, focusing on the base of the office chair and its casters rolling over the beige carpet. The black mesh back and armrests of the chair are visible above. The patterned pillow remains securely in place. The yellow leather sofa and wall-mounted framed pictures are still in the background, though partially obscured by the chair’s structure. The rotation continues steadily.",
+          "Part 6/8: As the camera rises again, it frames the upper portion of the black office chair, highlighting the detailed floral patterns on the pillow. The TV on the black stand is visible to the left, still displaying the cityscape. The lower portion of the TV stand and the white circular object beside it come into view once more. The red gaming chair reappears briefly in the background. The camera maintains its clockwise path.",
+          "Part 7/8: The rotation brings the camera back toward the front of the room, capturing the central black office chair from a slightly elevated angle. The yellow leather sofa, patterned throw blanket, and wall-mounted framed pictures are all visible again. The floor lamp near the sofa adds depth to the composition. The TV continues to play the cityscape, and the black TV stand grounds the visual field. The camera movement remains fluid and continuous.",
+          "Part 8/8: Finally, the camera completes its rotation, ending with a frontal view of the black office chair with the patterned pillow. It tilts down briefly to emphasize the base and casters, then rises to frame the chair’s backrest against the backdrop of the living room. The yellow leather sofa, throw blanket, framed pictures, floor lamp, TV on black stand, and red gaming chair are all integrated into the final shot, creating a harmonious and complete visual summary of the space."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the yellow leather sofa visible to the right of the black office chair when the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "ad76315256f4d73709990b57358ae68fdfac7612a352a0f2463e0827be196e91_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "After tilting down to the chair’s base, does the camera return to show the full chair with the decorative pillow?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "ad76315256f4d73709990b57358ae68fdfac7612a352a0f2463e0827be196e91_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "As the camera moves around the room, is the floor lamp consistently visible near the yellow sofa?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "ad76315256f4d73709990b57358ae68fdfac7612a352a0f2463e0827be196e91_2_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the black office chair remain the same object throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:56:48.740194"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "Which object remains the focal point throughout the entire video?",
+          "options": [
+            "A. Yellow leather sofa",
+            "B. Red gaming chair",
+            "C. Black office chair",
+            "D. TV on black stand"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:56:48.740232"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Is the five-point caster base of the office chair visible and consistent in multiple segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:56:48.740244"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "What part of the chair is emphasized in the downward tilt shot?",
+          "options": [
+            "A. Mesh back",
+            "B. Armrests",
+            "C. Base and casters",
+            "D. Pillow design"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:56:48.740251"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are the floral patterns on the pillow described consistently across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:56:48.740258"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the video end with a frontal view of the office chair similar to the opening shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:56:48.740266"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the camera tilt down and then rise again during the rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:56:48.740274"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which background element is visible in both Segment 1 and Segment 7?",
+          "options": [
+            "A. Red gaming chair",
+            "B. Floor lamp near sofa",
+            "C. White circular object",
+            "D. Patterned throw blanket"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:56:48.740283"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_40ad4e9eb1e46501d03cdcbbe29dabbef4b908b2f5ea97f347664a6246cc1c18"
+  },
+  {
+    "task_id": "mem_dl3dv_873c89398b526c56b09d5bc6ca701a2ed2d7a3785f2fd546f30ee4adcc5c4c2f",
+    "instance_id": "mem_dl3dv_873c89398b526c56b09d5bc6ca701a2ed2d7a3785f2fd546f30ee4adcc5c4c2f",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_873c89398b526c56b09d5bc6ca701a2ed2d7a3785f2fd546f30ee4adcc5c4c2f.mp4",
+      "total_frames": 383,
+      "fps": 15.0,
+      "duration_sec": 25.53,
+      "reference_image_path": "inference_img/mem_dl3dv_873c89398b526c56b09d5bc6ca701a2ed2d7a3785f2fd546f30ee4adcc5c4c2f_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of a brightly lit furniture showroom featuring multiple bedroom sets. The camera slowly pans right, revealing a central white dresser with an arched mirror on top, flanked by two matching white table lamps with textured bases and white drum shades. Reflected beds and lamps are visible in the mirror’s surface, including a bed with a tufted headboard and blue painted walls in the background. Overhead fluorescent lighting illuminates the entire space, casting soft shadows. As the camera moves closer to the dresser, it circles around its right side, highlighting ornate drawer pulls and paneling details. Continuing from this angle, the camera tilts upward to focus on the lamps and mirror frame, then pans left to reveal another white dresser with identical lamps and mirror setup. In the reflection, a bed with a tufted headboard and blue wall is again visible. The camera then pulls back slightly and tracks leftward, showing the full length of the aisle with multiple beds and dressers arranged symmetrically under the same overhead fluorescent lighting. Finally, the camera zooms in again on the original dresser, focusing on the texture of the lamp bases and the mirrored reflections before pulling out to a medium shot that captures the entire display ensemble, including the blue painted walls in the background and reflected beds and lamps."
+        ],
+        "level_2": [
+          "The video opens with a wide shot of a well-lit furniture store displaying multiple bedroom sets. The camera pans right to focus on a white dresser with an arched mirror and two white table lamps on top. Reflected beds and lamps appear clearly in the mirror, including a bed with a tufted headboard and blue painted walls behind it. Overhead fluorescent lighting evenly illuminates the scene as the camera begins circling the dresser’s right side, emphasizing its ornate handles and paneling.",
+          "Continuing from the previous segment, the camera tilts up to highlight the lamp bases and mirror frame, then pans left to show a second identical white dresser with two lamps and a mirror. Reflections in this mirror also reveal a bed with a tufted headboard and blue painted walls. The camera then pulls back slightly and begins tracking left along the aisle, revealing more beds and dressers under consistent overhead fluorescent lighting, maintaining visual continuity with the first segment.",
+          "Finally, the camera zooms back in on the original white dresser, focusing on the textured lamp bases and mirrored reflections of surrounding beds and lamps. It then pulls out to a medium shot that encompasses the entire display area, including the blue painted walls in the background, the symmetrical arrangement of bedroom sets, and the bright overhead fluorescent lighting, concluding the full sequence with a comprehensive view of the showroom."
+        ],
+        "level_3": [
+          "0-20%: The video starts with a wide-angle shot of a brightly lit furniture showroom under overhead fluorescent lighting, featuring multiple bedroom sets arranged along aisles. The camera begins panning right toward a central white dresser with an arched mirror and two white table lamps on top; reflected beds and lamps—including a bed with a tufted headboard and blue painted walls—are visible in the mirror’s surface.",
+          "20-40%: The camera continues its slow pan right, fully framing the white dresser with mirror and lamps, then begins a gentle circular movement around its right side. As it circles, the ornate drawer pulls, paneling details, and textured lamp bases become more visible. The camera tilts upward slightly to emphasize the curvature of the mirror frame and lamp bases, while reflections of the tufted headboard bed and blue walls remain consistently visible in the mirror.",
+          "40-60%: After completing the circle around the first dresser, the camera pans left to reveal a second identical white dresser with two matching lamps and an arched mirror. Reflections in this mirror again show the bed with a tufted headboard and blue painted walls, reinforcing symmetry. The camera holds this composition briefly before pulling back slightly and beginning a leftward track along the main aisle, revealing additional coordinated bedroom sets under consistent overhead fluorescent lighting.",
+          "60-80%: Continuing its leftward tracking, the camera reveals the full length of the showroom aisle, showing multiple beds with tufted headboards positioned against blue painted walls, and evenly spaced white dressers with mirrors and lamps. Their reflections capture surrounding displays, and the uniform overhead fluorescent lighting ensures clarity and brightness across all surfaces. The camera then slows and begins zooming back in on the original white dresser, focusing on the textured lamp bases and the sharp clarity of the mirror’s reflection—again showing the tufted bed and blue walls.",
+          "80-100%: The camera pulls out to a medium shot encompassing the original dresser, its arched mirror, and both lamps. The reflection still includes the bed with the tufted headboard and blue painted walls. The broader showroom context is now fully visible: symmetrical arrangements of bedroom sets, multiple beds, consistent overhead fluorescent lighting, and blue painted walls in the background, concluding the video with a balanced, comprehensive view of the entire display ensemble."
+        ],
+        "level_4": [
+          "The video starts with a wide-angle shot of a furniture showroom under bright overhead fluorescent lighting. Multiple beds and dressers are arranged along aisles. The camera begins panning right toward a central white dresser with an arched mirror and two white table lamps. Reflected beds and lamps are visible in the mirror, including a bed with a tufted headboard and blue painted walls in the background.",
+          "The camera continues its slow pan right, now fully framing the white dresser with mirror and lamps. The reflection shows more detail: the tufted headboard bed, blue painted walls, and additional lamps. The dresser’s ornate drawer pulls and paneling become more visible as the camera begins a gentle circular movement around its right side.",
+          "As the camera circles the right side of the white dresser, it tilts slightly upward to emphasize the texture of the lamp bases and the curvature of the mirror frame. The reflected beds and lamps remain visible, reinforcing the depth of the showroom. Blue painted walls continue to appear in the mirror’s reflection, and overhead fluorescent lighting casts even illumination across all surfaces.",
+          "The camera completes its circle around the dresser and begins panning left, revealing a second identical white dresser with two lamps and a mirror. The reflection in this mirror again includes a bed with a tufted headboard and blue painted walls. The camera holds this composition briefly, showcasing symmetry between the two displays under the same overhead fluorescent lighting.",
+          "The camera pulls back slightly from the second dresser and begins tracking left along the main aisle. More bedroom sets come into view, including beds with tufted headboards and matching dressers. The blue painted walls line the back of the showroom, and overhead fluorescent lighting remains consistent, illuminating the entire space uniformly.",
+          "Continuing its leftward track, the camera reveals the full length of the showroom aisle, showing multiple coordinated bedroom sets. Beds with tufted headboards are positioned against blue painted walls. White dressers with mirrors and lamps are spaced evenly, their reflections capturing the surrounding environment. Overhead fluorescent lighting ensures clarity and brightness throughout.",
+          "The camera slows its movement and begins zooming back in on the original white dresser with mirror and lamps. Focus shifts to the textured bases of the lamps and the clarity of the mirror’s reflection, which once again shows the bed with a tufted headboard and blue painted walls. The overhead fluorescent lighting highlights every detail without creating glare.",
+          "Finally, the camera pulls out to a medium shot encompassing the original dresser, its mirror, and both lamps. The reflection still includes the bed with the tufted headboard and blue painted walls. The broader context of the showroom is visible — symmetrical arrangements, multiple beds, and consistent overhead fluorescent lighting — concluding the video with a balanced, comprehensive view of the entire display."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Does the mirror reflect other beds and lamps in the store during the video?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory",
+          "question_id": "e2d2d41584ebc480eb6ae2f9dba47d4ac4bd21d4c23af1f893add12ee8bdb5db_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Is the blue wall visible in the mirror’s reflection at any point?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory",
+          "question_id": "e2d2d41584ebc480eb6ae2f9dba47d4ac4bd21d4c23af1f893add12ee8bdb5db_0_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the original white dresser retain its identity when the camera returns to it in later segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917226"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which object must maintain consistent identity across multiple camera views in the video?",
+          "options": [
+            "A. The blue painted wall",
+            "B. The tufted headboard bed",
+            "C. The original white dresser with mirror",
+            "D. The overhead fluorescent lighting"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917265"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are the textured lamp bases described consistently across multiple camera movements?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917278"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "Which detail is explicitly emphasized for consistency across camera angles?",
+          "options": [
+            "A. Color of the walls",
+            "B. Shape of the mirror",
+            "C. Texture of the lamp bases",
+            "D. Position of the beds"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917287"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Do both mirrors reflect the same bed with a tufted headboard and blue walls?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917295"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What must be consistent between the two mirrors’ reflections?",
+          "options": [
+            "A. Only the color of the walls",
+            "B. The bed and wall details",
+            "C. The number of lamps",
+            "D. The lighting intensity"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917301"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the camera move away from and return to the original dresser?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917308"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "Which camera motion pattern involves returning to a previously visited location?",
+          "options": [
+            "A. Panning right",
+            "B. Tilting up",
+            "C. Tracking left and returning",
+            "D. Zooming in"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917314"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Is the blue painted wall visible in the background when the camera pulls back in later segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917322"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "Which background element must remain consistent when the camera reveals more of the showroom?",
+          "options": [
+            "A. The ceiling lights",
+            "B. The blue painted walls",
+            "C. The floor material",
+            "D. The lamp shades"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917328"
+        },
+        {
+          "question": "Does the mirror reflect other beds and lamps in the store during the video?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory",
+          "question_id": "13",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Is the blue wall visible in the mirror’s reflection at any point?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory",
+          "question_id": "14",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the original white dresser retain its identity when the camera returns to it in later segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917226"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "Which object must maintain consistent identity across multiple camera views in the video?",
+          "options": [
+            "A. The blue painted wall",
+            "B. The tufted headboard bed",
+            "C. The original white dresser with mirror",
+            "D. The overhead fluorescent lighting"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917265"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Are the textured lamp bases described consistently across multiple camera movements?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917278"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "Which detail is explicitly emphasized for consistency across camera angles?",
+          "options": [
+            "A. Color of the walls",
+            "B. Shape of the mirror",
+            "C. Texture of the lamp bases",
+            "D. Position of the beds"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917287"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Do both mirrors reflect the same bed with a tufted headboard and blue walls?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917295"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "What must be consistent between the two mirrors’ reflections?",
+          "options": [
+            "A. Only the color of the walls",
+            "B. The bed and wall details",
+            "C. The number of lamps",
+            "D. The lighting intensity"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917301"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the camera move away from and return to the original dresser?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917308"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which camera motion pattern involves returning to a previously visited location?",
+          "options": [
+            "A. Panning right",
+            "B. Tilting up",
+            "C. Tracking left and returning",
+            "D. Zooming in"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917314"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Is the blue painted wall visible in the background when the camera pulls back in later segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917322"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "Which background element must remain consistent when the camera reveals more of the showroom?",
+          "options": [
+            "A. The ceiling lights",
+            "B. The blue painted walls",
+            "C. The floor material",
+            "D. The lamp shades"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917328"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Does the mirror on the first white dresser reflect a bed with a tufted headboard and blue painted walls?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt explicitly states that the reflection includes a bed with a tufted headboard and blue painted walls, confirming content consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224620"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "Which of the following objects are correctly reflected in the mirror on the central dresser?",
+          "options": [
+            "A. A bed with a tufted headboard and blue walls",
+            "B. A red armchair and wooden floor",
+            "C. A chandelier and green walls",
+            "D. A bookshelf and white ceiling"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt specifies that the reflection shows a bed with a tufted headboard and blue painted walls, making option A correct.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224659"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "Are the two table lamps visible in the mirror’s reflection when the camera is focused on the first dresser?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt mentions 'reflected beds and lamps' in the mirror, indicating that the lamps are part of the reflection content.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224669"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "multiple_choice",
+          "question": "What should be visible in the mirror reflection when the camera is circling the right side of the dresser?",
+          "options": [
+            "A. The back of the dresser and a wall",
+            "B. A bed with a tufted headboard and blue walls",
+            "C. The camera operator",
+            "D. A window with daylight"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt confirms that the reflection consistently includes the bed with a tufted headboard and blue walls throughout the sequence, even during movement around the dresser.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224676"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "binary",
+          "question": "Does the mirror reflect overhead fluorescent lighting as part of the scene?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Although not directly stated, the presence of soft shadows and even illumination suggests the light sources are visible in reflections; the prompt implies consistent lighting across all views, including reflections.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224683"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "When the camera returns to the original dresser at the end of the video, does the mirror still reflect the same bed with a tufted headboard and blue walls?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The final segment reiterates that the reflection again shows the bed with a tufted headboard and blue walls, demonstrating temporal consistency across the entire video.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224692"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "How does the mirror reflection change between Segment 1 and Segment 4?",
+          "options": [
+            "A. It changes from showing a bed to showing a sofa",
+            "B. It remains consistent, showing the same bed and blue walls",
+            "C. It disappears entirely",
+            "D. It reflects the second dresser instead"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Both Segment 1 and Segment 4 describe the mirror reflecting a bed with a tufted headboard and blue walls, indicating no change in reflected content over time.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224699"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Is the reflection in the second dresser's mirror identical in content to the first dresser's mirror?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt states both mirrors show the same bed with a tufted headboard and blue walls, indicating temporal and environmental consistency across similar setups.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224705"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "multiple_choice",
+          "question": "In which segments is the mirror reflection of the tufted headboard bed clearly described?",
+          "options": [
+            "A. Segments 1, 3, 7",
+            "B. Segments 2, 4, 6",
+            "C. Segments 1, 4, 7",
+            "D. Segments 5, 6, 8"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Segments 1 (initial view), 4 (second dresser), and 7 (return to original dresser) all explicitly mention the reflection of the tufted headboard bed, confirming its persistence over time.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224728"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "binary",
+          "question": "Does the reflection update when the camera moves from one dresser to another?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt describes a different mirror setup (second dresser) that also reflects the same environment, implying the reflection updates based on the new viewpoint while maintaining scene consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224736"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "As the camera circles the right side of the dresser, does the mirror reflection update to show a different angle of the showroom?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The camera movement around the dresser changes the viewing angle, and since the reflection must follow the law of reflection, it should show a shifted perspective of the room, consistent with the new camera position.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224749"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "When the camera tilts upward to focus on the lamp bases and mirror frame, what should the reflection show?",
+          "options": [
+            "A. The top of the dresser only",
+            "B. The ceiling and upper part of the room",
+            "C. The camera lens",
+            "D. The floor beneath the dresser"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Tilting upward changes the field of view into the mirror, so the reflection should include higher parts of the room such as the ceiling and upper walls, consistent with physics of reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224757"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "Does the mirror reflection remain static when the camera pans left to reveal the second dresser?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera pans left, the angle relative to the mirror changes, so the reflection must shift accordingly to reflect the new visible portion of the room.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224763"
+          }
+        },
+        {
+          "question_id": "38",
+          "type": "multiple_choice",
+          "question": "Which camera movement would cause the most significant change in the mirror’s reflection?",
+          "options": [
+            "A. A slight zoom on the lamp base",
+            "B. A full circle around the dresser",
+            "C. A slow pan left",
+            "D. A tilt up"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Circling the dresser changes the viewer's angle dramatically, leading to a substantial shift in what is reflected, as opposed to minor adjustments like zoom or tilt.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224770"
+          }
+        },
+        {
+          "question_id": "39",
+          "type": "binary",
+          "question": "When the camera pulls back to a medium shot at the end, does the mirror still reflect the bed with a tufted headboard?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The final segment confirms that the reflection continues to show the bed with a tufted headboard, indicating that even at a wider angle, the reflection maintains spatial accuracy.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224776"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_873c89398b526c56b09d5bc6ca701a2ed2d7a3785f2fd546f30ee4adcc5c4c2f"
+  },
+  {
+    "task_id": "mem_dl3dv_4f993c63692760b0b166b0e8693713a7ec00539d7f5650211bbe6397f742cf03",
+    "instance_id": "mem_dl3dv_4f993c63692760b0b166b0e8693713a7ec00539d7f5650211bbe6397f742cf03",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_4f993c63692760b0b166b0e8693713a7ec00539d7f5650211bbe6397f742cf03.mp4",
+      "total_frames": 363,
+      "fps": 15.0,
+      "duration_sec": 24.2,
+      "reference_image_path": "inference_img/mem_dl3dv_4f993c63692760b0b166b0e8693713a7ec00539d7f5650211bbe6397f742cf03_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of a large, abstract black and white sculpture situated on a vibrant green lawn under an overcast sky. The sculpture has flowing, ribbon-like forms with cutouts, giving it a dynamic sense of motion. The camera slowly circles the sculpture clockwise, revealing its three-dimensional structure and how it interacts with the surrounding space. In the background, trees with autumn foliage—showing yellows and greens—frame the scene. A gravel path curves behind the sculpture, leading toward a modern building with a glass facade visible in the distance. A red vehicle is parked near the building, partially obscured by trees. As the camera continues its orbit, a tall yellow-and-black striped pole appears intermittently on the left side of the frame, standing upright near the edge of the lawn. The sculpture’s base is embedded in a small patch of exposed earth or gravel, contrasting with the manicured grass. The camera movement is smooth and continuous, maintaining a consistent distance from the sculpture while subtly shifting elevation to capture different angles. Continuing from the mid-point, the sculpture rotates into profile, highlighting its layered depth and negative space. The red vehicle reappears more clearly as the camera pans around, now positioned to the right of the sculpture. The modern building’s reflective glass panels catch muted daylight, adding texture to the backdrop. The autumn trees sway gently in the breeze, their leaves rustling softly. The gravel path remains visible throughout, curving gracefully behind the sculpture and guiding the viewer’s eye through the composition. Finally, as the camera completes its circular trajectory, it returns to a frontal view of the sculpture, slightly lower than the starting angle, emphasizing its grounded base and towering presence. The tall yellow-and-black striped pole reenters the frame on the far left, anchoring the composition. The red vehicle, trees with autumn foliage, modern building, and curving gravel path are all visible again in their original spatial relationships, creating a seamless loop of visual exploration. The entire sequence is tranquil, cinematic, and focused on the interplay between art, nature, and architecture."
+        ],
+        "level_2": [
+          "The video opens with a slow, clockwise circling shot around a large black and white abstract sculpture resting on a lush green lawn. The sculpture features undulating, ribbon-like layers with hollowed-out sections, casting subtle shadows on the grass. Behind it, trees with autumn foliage—blending golden yellows and deep greens—line the horizon under a cloudy sky. A gravel path curves behind the sculpture, leading toward a modern building with a glass facade partially visible. A red vehicle is parked in the distance near the building, nestled among the trees. A tall yellow-and-black striped pole stands to the left of the sculpture, occasionally entering the frame as the camera moves. The sculpture’s base is set into a small patch of bare earth, contrasting with the surrounding turf.",
+          "Continuing from the first third, the camera maintains its steady circular motion around the sculpture, now capturing its side profile and revealing the depth of its layered construction. The red vehicle becomes more prominent as the camera pans, appearing clearer against the backdrop of the modern glass building. The autumn trees sway gently, their colors vivid against the gray sky. The gravel path remains visible, winding behind the sculpture and enhancing the sense of depth. The yellow-and-black striped pole reappears briefly on the left as the camera orbits, reinforcing the spatial context. The sculpture’s dynamic form seems to ripple with each new angle, emphasizing its sculptural complexity and interaction with natural light.",
+          "Finally, the camera completes its circular journey, returning to a near-frontal perspective of the black and white abstract sculpture. The base, embedded in a patch of exposed earth, is clearly visible, grounding the artwork in its environment. The tall yellow-and-black striped pole reenters the frame on the far left, providing a vertical counterpoint to the sculpture’s horizontal flow. The red vehicle, modern glass building, and autumn trees are once again visible in their original positions, creating a cohesive and looping visual narrative. The gravel path curves gently behind the sculpture, tying together the elements of landscape, architecture, and art. The entire sequence feels serene and contemplative, with the camera’s smooth motion inviting viewers to appreciate the sculpture from every angle."
+        ],
+        "level_3": [
+          "0-20%: The video begins with a low-angle, wide shot of a black and white abstract sculpture on a green lawn. Trees with autumn foliage frame the background under a cloudy sky. A red vehicle is faintly visible parked in the distance near a modern building with a glass facade. The camera starts a slow clockwise circle around the sculpture, revealing its layered, flowing form. A gravel path curves behind the sculpture, partially visible at the edge of the frame. As the camera continues its circular motion, the sculpture’s intricate cutouts become more apparent, casting shifting shadows on the grass. The tall yellow-and-black striped pole enters the frame on the left, standing upright beside the lawn. The red vehicle remains in the background, now slightly more defined as the camera angle shifts.",
+          "20-40%: The camera moves further along its arc, now capturing the sculpture from its side profile. The depth of its layered design is emphasized, with negative space forming elegant voids. The gravel path behind the sculpture becomes more prominent, curving gently toward the modern building. The autumn trees sway subtly, their colors rich against the gray sky. The red vehicle is still visible but partially obscured by foliage. Midway through the rotation, the camera lowers slightly, offering a closer view of the sculpture’s base, which is set into a patch of exposed earth or gravel. The tall yellow-and-black striped pole exits the frame as the camera continues its orbit. The modern building’s glass panels catch ambient light, creating soft reflections. The red vehicle remains stationary in the distance, serving as a fixed point of reference.",
+          "40-60%: The camera now captures the sculpture from its rear-left angle, showcasing the curvature of its outermost layer. The gravel path winds visibly behind it, leading toward the modern building. Autumn trees continue to frame the scene, their leaves rustling in the breeze. The red vehicle is momentarily hidden by tree branches before reappearing as the camera progresses. As the camera nears the three-quarter mark of its circle, the sculpture’s front-right face comes into view, highlighting its symmetrical yet organic form. The tall yellow-and-black striped pole reenters the frame on the far left, anchoring the composition. The modern building’s glass facade glints softly, and the red vehicle is clearly visible again, parked near the treeline. The gravel path remains a consistent visual guide behind the sculpture.",
+          "60-80%: The camera continues its smooth orbit, now approaching the final quarter of the circle. The sculpture’s layered ribbons appear to ripple with motion due to the changing perspective. The base, embedded in earth, grounds the piece visually. The autumn trees provide a warm-toned backdrop against the cool gray sky. The red vehicle, modern building, and gravel path remain consistently placed, reinforcing spatial continuity. The camera maintains steady circular motion, emphasizing the sculpture’s dynamic form and interaction with natural light. The yellow-and-black striped pole remains visible on the left, contributing vertical contrast to the horizontal flow of the sculpture.",
+          "80-100%: Finally, the camera completes its full 360-degree circle, returning to a frontal, slightly low-angle view of the black and white abstract sculpture. The tall yellow-and-black striped pole stands prominently on the left, balancing the composition. The red vehicle, modern glass building, and autumn trees are all visible in their original positions, creating a seamless visual loop. The gravel path curves gently behind the sculpture, tying together the elements of nature, art, and architecture in a tranquil, cinematic finale. The sculpture’s base, embedded in a patch of exposed earth, is clearly visible, grounding the artwork in its environment. The entire sequence feels serene and contemplative, with the camera’s smooth motion inviting viewers to appreciate the sculpture from every angle."
+        ],
+        "level_4": [
+          "The video begins with a low-angle, wide shot of a black and white abstract sculpture on a green lawn. Trees with autumn foliage frame the background under a cloudy sky. A red vehicle is faintly visible parked in the distance near a modern building with a glass facade. The camera starts a slow clockwise circle around the sculpture, revealing its layered, flowing form. A gravel path curves behind the sculpture, partially visible at the edge of the frame.",
+          "As the camera continues its circular motion, the sculpture’s intricate cutouts become more apparent, casting shifting shadows on the grass. The tall yellow-and-black striped pole enters the frame on the left, standing upright beside the lawn. The red vehicle remains in the background, now slightly more defined as the camera angle shifts. The modern building’s glass facade reflects the overcast sky, adding texture to the distant background.",
+          "The camera moves further along its arc, now capturing the sculpture from its side profile. The depth of its layered design is emphasized, with negative space forming elegant voids. The gravel path behind the sculpture becomes more prominent, curving gently toward the modern building. The autumn trees sway subtly, their colors rich against the gray sky. The red vehicle is still visible but partially obscured by foliage.",
+          "Midway through the rotation, the camera lowers slightly, offering a closer view of the sculpture’s base, which is set into a patch of exposed earth or gravel. The tall yellow-and-black striped pole exits the frame as the camera continues its orbit. The modern building’s glass panels catch ambient light, creating soft reflections. The red vehicle remains stationary in the distance, serving as a fixed point of reference.",
+          "The camera now captures the sculpture from its rear-left angle, showcasing the curvature of its outermost layer. The gravel path winds visibly behind it, leading toward the modern building. Autumn trees continue to frame the scene, their leaves rustling in the breeze. The red vehicle is momentarily hidden by tree branches before reappearing as the camera progresses.",
+          "As the camera nears the three-quarter mark of its circle, the sculpture’s front-right face comes into view, highlighting its symmetrical yet organic form. The tall yellow-and-black striped pole reenters the frame on the far left, anchoring the composition. The modern building’s glass facade glints softly, and the red vehicle is clearly visible again, parked near the treeline. The gravel path remains a consistent visual guide behind the sculpture.",
+          "The camera continues its smooth orbit, now approaching the final quarter of the circle. The sculpture’s layered ribbons appear to ripple with motion due to the changing perspective. The base, embedded in earth, grounds the piece visually. The autumn trees provide a warm-toned backdrop against the cool gray sky. The red vehicle, modern building, and gravel path remain consistently placed, reinforcing spatial continuity.",
+          "Finally, the camera completes its full 360-degree circle, returning to a frontal, slightly low-angle view of the black and white abstract sculpture. The tall yellow-and-black striped pole stands prominently on the left, balancing the composition. The red vehicle, modern glass building, and autumn trees are all visible in their original positions, creating a seamless visual loop. The gravel path curves gently behind the sculpture, tying together the elements of nature, art, and architecture in a tranquil, cinematic finale."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the modern glass building visible again from a similar angle when the camera returns toward the start of the loop?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "e3803f2a156e8f3746d47a451dc905a373025be83a6997a1e5c4e21e8c5a13fc_0_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the red vehicle remain consistently red and parked near the building throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288763"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which object is described as appearing intermittently on the left side of the frame during the camera's orbit?",
+          "options": [
+            "A. Red vehicle",
+            "B. Modern glass building",
+            "C. Yellow-and-black striped pole",
+            "D. Autumn trees"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288798"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the sculpture’s layered structure remain stable and consistent as the camera moves around it?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288811"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What visual characteristic of the sculpture must be preserved across all viewing angles?",
+          "options": [
+            "A. Color variation",
+            "B. Layered depth and negative space",
+            "C. Reflection in the glass building",
+            "D. Size relative to trees"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288818"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "When the red vehicle reappears after being hidden by branches, does it maintain its original appearance?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288826"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which object is explicitly said to exit the frame and then re-enter later?",
+          "options": [
+            "A. Gravel path",
+            "B. Yellow-and-black striped pole",
+            "C. Modern building",
+            "D. Autumn trees"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288832"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation and return to a view similar to the starting angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288840"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What happens to the camera’s perspective at the end of the sequence?",
+          "options": [
+            "A. It zooms in",
+            "B. It tilts upward",
+            "C. It returns to a frontal, slightly low-angle view",
+            "D. It shifts to a top-down angle"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288847"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Do the autumn trees and gravel path appear in the same spatial arrangement at the start and end of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288854"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which background element serves as a consistent visual guide throughout the video?",
+          "options": [
+            "A. Red vehicle",
+            "B. Yellow-and-black striped pole",
+            "C. Gravel path",
+            "D. Sculpture base"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288861"
+        },
+        {
+          "question": "Is the modern glass building visible again from a similar angle when the camera returns toward the start of the loop?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "12",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the red vehicle remain consistently red and parked near the building throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288763"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Which object is described as appearing intermittently on the left side of the frame during the camera's orbit?",
+          "options": [
+            "A. Red vehicle",
+            "B. Modern glass building",
+            "C. Yellow-and-black striped pole",
+            "D. Autumn trees"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288798"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the sculpture’s layered structure remain stable and consistent as the camera moves around it?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288811"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "What visual characteristic of the sculpture must be preserved across all viewing angles?",
+          "options": [
+            "A. Color variation",
+            "B. Layered depth and negative space",
+            "C. Reflection in the glass building",
+            "D. Size relative to trees"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288818"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "When the red vehicle reappears after being hidden by branches, does it maintain its original appearance?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288826"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "Which object is explicitly said to exit the frame and then re-enter later?",
+          "options": [
+            "A. Gravel path",
+            "B. Yellow-and-black striped pole",
+            "C. Modern building",
+            "D. Autumn trees"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288832"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation and return to a view similar to the starting angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288840"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "What happens to the camera’s perspective at the end of the sequence?",
+          "options": [
+            "A. It zooms in",
+            "B. It tilts upward",
+            "C. It returns to a frontal, slightly low-angle view",
+            "D. It shifts to a top-down angle"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288847"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Do the autumn trees and gravel path appear in the same spatial arrangement at the start and end of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288854"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which background element serves as a consistent visual guide throughout the video?",
+          "options": [
+            "A. Red vehicle",
+            "B. Yellow-and-black striped pole",
+            "C. Gravel path",
+            "D. Sculpture base"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288861"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the reflection in the glass facade of the modern building show the red vehicle when it is visible in the scene?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt describes the red vehicle being parked near the building and becoming clearer as the camera pans. Since the building has a reflective glass facade, it should reflect nearby objects like the red vehicle when they are within its field of view.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853718"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "Which of the following objects should be visible in the reflection of the modern building's glass panels during Segment 2?",
+          "options": [
+            "A. The yellow-and-black striped pole",
+            "B. The abstract sculpture’s side profile",
+            "C. The autumn trees with golden foliage",
+            "D. The gravel path curving behind the sculpture"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "During Segment 2, the camera captures the sculpture from the side, and the background includes autumn trees swaying in the breeze. The glass facade reflects ambient daylight and surrounding scenery, so the trees—being prominent in the backdrop—are most likely to appear in the reflection. The pole and gravel path are too distant or off-axis for clear reflection, and the sculpture itself may not be directly reflected due to angle.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853757"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Is the reflection in the glass building consistent with the presence of the overcast sky?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt states that the sky is overcast throughout the video, and the glass facade reflects muted daylight. Therefore, the reflection should include the gray, cloudy sky, matching the actual environment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853767"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "When the camera is positioned at the rear-left angle of the sculpture (Segment 5), what should the reflection in the building’s glass show?",
+          "options": [
+            "A. The front face of the sculpture",
+            "B. The tall yellow-and-black striped pole",
+            "C. The autumn trees and the gravel path",
+            "D. The red vehicle partially obscured by trees"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "At the rear-left angle, the sculpture is viewed from behind, and the background features autumn trees and the gravel path leading toward the building. The glass facade would reflect these elements, which are visible in the environment at that moment. The pole is out of frame, and the sculpture’s front is not visible from this angle, so it wouldn't be reflected.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853776"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "Does the reflection in the glass building accurately depict the position of the red vehicle relative to the trees?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt notes that the red vehicle is 'partially obscured by trees' in multiple segments. If the glass reflects the scene, it must show the vehicle behind or between tree branches, maintaining correct spatial relationships.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853783"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "When the camera returns to the frontal view in Segment 8, does the reflection in the glass building show the same scene as it did in Segment 1?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The sequence is designed to loop seamlessly, returning to the original spatial configuration. Since the environment hasn’t changed and the camera returns to a similar angle, the reflection should be temporally consistent with earlier views.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853794"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "How should the reflection in the glass building change between Segment 4 and Segment 6?",
+          "options": [
+            "A. It remains static because the camera only moves slightly",
+            "B. It shows the red vehicle becoming more visible as the camera orbits",
+            "C. It reflects the yellow-and-black striped pole even though it's not in direct line of sight",
+            "D. It becomes darker as the sky changes color"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "In Segment 4, the red vehicle is still visible but partially obscured; by Segment 6, it is clearly visible again. As the camera moves, the reflection in the glass should update accordingly, showing increased visibility of the vehicle. This reflects temporal consistency in how the mirror updates with environmental changes.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853801"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "If the reflection in the glass building appears unchanged while the camera passes from Segment 3 to Segment 4, is this consistent with the prompt?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The camera moves continuously around the sculpture, changing angles and bringing different elements into view. The reflection should evolve accordingly—e.g., showing more of the gravel path or less of the trees. A static reflection would contradict the dynamic motion described in the prompt.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853807"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "What should happen to the reflection in the glass building when the camera completes its orbit and returns to the starting position?",
+          "options": [
+            "A. It should show a completely new scene due to lighting changes",
+            "B. It should match the initial reflection seen in Segment 1",
+            "C. It should reflect the back of the sculpture instead",
+            "D. It should be blurred due to rain"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt emphasizes a seamless loop, returning to the original composition. Therefore, the reflection in the glass building should also return to its original state, matching the visual context of Segment 1, assuming no external changes.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853813"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Does the reflection in the glass building remain consistent with the gradual appearance of the red vehicle across segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The red vehicle becomes progressively clearer as the camera orbits. The reflection should mirror this progression, showing increasing visibility of the vehicle in the glass, aligning with the temporal development of the scene.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853820"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "As the camera moves from a side profile (Segment 3) to a rear-left angle (Segment 5), does the reflection in the glass building shift to show the corresponding change in perspective?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The camera’s movement alters the viewing angle of the environment, including what is reflected in the glass. The reflection should dynamically update to show the correct portion of the scene based on the camera’s viewpoint, ensuring spatial accuracy.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853828"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "When the camera is at a low angle (Segment 1), what should the reflection in the glass building primarily show?",
+          "options": [
+            "A. The top of the sculpture",
+            "B. The sky and upper portions of the trees",
+            "C. The base of the sculpture and gravel path",
+            "D. The red vehicle at ground level"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "From a low-angle shot, the camera looks up, so the reflection in the glass building will capture higher elements such as the overcast sky and the tops of the autumn trees. Lower objects like the sculpture’s base or vehicle are less likely to be reflected unless the glass is angled downward, which isn't indicated.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853835"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "Does the reflection in the glass building correctly update when the camera lowers slightly in Segment 4?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Lowering the camera changes the field of view and the angle at which light hits the glass. The reflection should adjust accordingly, possibly showing more of the lower parts of the trees or the gravel path, depending on the building’s orientation.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853842"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "When the camera reaches the final frontal view in Segment 8, how should the reflection in the glass building compare to the view in Segment 1?",
+          "options": [
+            "A. It should show the same objects but reversed left-to-right",
+            "B. It should be identical in content and orientation",
+            "C. It should show the opposite side of the sculpture",
+            "D. It should be blank due to glare"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Mirrors and reflective surfaces reverse left and right. Even if the camera returns to a similar position, the reflection will appear mirrored. So while the content (trees, vehicle, sky) matches, the lateral orientation is flipped compared to the real scene.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853848"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "Does the reflection in the glass building show the correct orientation of the yellow-and-black striped pole when it reenters the frame in Segment 6?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The pole is visible on the far left in Segment 6. If reflected in the glass, it should appear on the right side of the reflection (due to mirroring), consistent with its physical position and the camera’s viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853855"
+          }
+        },
+        {
+          "question_id": "38",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes how the reflection in the glass building changes as the camera circles the sculpture?",
+          "options": [
+            "A. It stays constant because reflections don't change with camera movement",
+            "B. It gradually reveals more of the sculpture’s side and then back",
+            "C. It only reflects the sky and never shows ground-level objects",
+            "D. It flickers randomly due to wind"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera moves around the sculpture, the angle of incidence changes, causing the reflection to show different parts of the scene. The reflection should gradually reveal more of the sculpture’s side and then its back, depending on the viewer’s perspective, maintaining viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853883"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_4f993c63692760b0b166b0e8693713a7ec00539d7f5650211bbe6397f742cf03"
+  },
+  {
+    "task_id": "mem_dl3dv_13fdcb2da929d42b26bf66aef281e988a05fb3e2b87232ad13b9bd6b6f552e4e",
+    "instance_id": "mem_dl3dv_13fdcb2da929d42b26bf66aef281e988a05fb3e2b87232ad13b9bd6b6f552e4e",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_13fdcb2da929d42b26bf66aef281e988a05fb3e2b87232ad13b9bd6b6f552e4e.mp4",
+      "total_frames": 318,
+      "fps": 15.0,
+      "duration_sec": 21.2,
+      "reference_image_path": "inference_img/mem_dl3dv_13fdcb2da929d42b26bf66aef281e988a05fb3e2b87232ad13b9bd6b6f552e4e_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of a distinctive pine tree with layered, horizontally spreading branches, standing prominently in the center of a sunlit lawn. The camera slowly circles around the tree in a clockwise direction, revealing its sculpted form and dense green needles catching the golden hour sunlight. To the left, a white curved pathway winds gently through the manicured grass, bordered by lush background green shrubs and mature trees that create a soft, natural backdrop. As the camera continues its orbit, the sun occasionally flares into frame from behind the tree’s upper branches, casting dappled shadows across the lawn. The tree’s trunk is slender but sturdy, and each tier of branches appears intentionally shaped, almost like a living sculpture. The surrounding landscape includes neatly trimmed hedges and distant foliage that adds depth to the scene. Continuing from the mid-point, the camera tilts slightly upward to emphasize the tree’s height and the intricate texture of its foliage against the clear blue sky. The white curved pathway reappears on the right side as the camera completes its arc, now showing how it leads toward a partially visible house or structure nestled among more greenery. Finally, the camera returns to a frontal view of the tree, completing the full 360-degree rotation, with the sun dipping lower on the horizon, bathing the entire scene in warm, late-afternoon light, highlighting the contrast between the dark green pine and the bright white path, all framed by the serene background of shrubs and trees."
+        ],
+        "level_2": [
+          "The video starts with a slow clockwise camera movement around a distinctive pine tree with layered, horizontally spreading branches, centered on a sunlit lawn. A white curved pathway is visible to the left, winding through the grass, while background green shrubs and trees form a lush, natural border. Sunlight filters through the tree’s upper branches, creating lens flare and casting dynamic shadows on the ground.",
+          "Continuing from the first third, the camera progresses halfway around the tree, now capturing its full sculptural form from a side angle. The layered branches are clearly defined, and the texture of the needles glistens in the golden hour light. The white curved pathway curves behind the tree, leading toward distant foliage, while the background remains rich with green shrubs and trees that enhance the depth of the scene.",
+          "Finally, the camera completes its circular motion, returning to a near-frontal view of the pine tree. The sun dips lower, intensifying the warm lighting and emphasizing the contrast between the dark green foliage and the bright white pathway. Background green shrubs and trees frame the scene as the camera subtly tilts up to capture the tree’s crown against the blue sky, concluding the full rotation with a serene, sun-drenched composition."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a static wide shot of a distinctive pine tree with layered, horizontally spreading branches, standing tall in the center of a sunlit lawn. To the left, a white curved pathway begins to appear, winding gently through the grass, with background green shrubs and trees softly framing the scene under a clear blue sky. The camera begins a slow clockwise pan around the tree; the layered branches become more visible, and sunlight catches the tips of the needles, creating subtle glints. The white curved pathway becomes more prominent, curving behind the tree, while background green shrubs and trees remain steady in the distance.",
+          "20-40%: Continuing the clockwise movement, the camera reveals the left flank of the pine tree. The texture of its foliage is detailed, with individual needle clusters visible. The sun begins to peek through the upper branches, causing gentle lens flare, while the white curved pathway extends further into the background amid green shrubs and trees. Midway through the orbit, the camera captures a side profile of the tree, emphasizing its sculpted, tiered structure. The white curved pathway now curves behind the tree, partially obscured by foliage. Background green shrubs and trees add depth, and the sun casts long shadows across the sunlit lawn.",
+          "40-60%: As the camera moves past the midpoint, it shows the rear-left quadrant of the tree. The layered branches appear denser here, and the sunlight illuminates the underside of the foliage. The white curved pathway emerges again on the far side, leading toward a distant treeline framed by green shrubs and trees. The camera continues its clockwise arc, revealing the right flank of the pine tree. The white curved pathway is now visible on the right side of the frame, snaking away into the background. Sunlight filters through the upper canopy, creating a halo effect around the tree’s crown, with background green shrubs and trees providing a verdant backdrop.",
+          "60-80%: Nearing completion of the circle, the camera shows the front-right view of the tree. The layered branches are fully illuminated by the setting sun, casting dramatic shadows on the lawn. The white curved pathway re-enters the frame prominently on the right, leading toward a glimpse of a structure hidden among background green shrubs and trees. The camera subtly tilts upward to emphasize the tree’s height and the intricate texture of its foliage against the clear blue sky, while the sun dips lower, intensifying the warm lighting and emphasizing contrast between dark green foliage and the bright white path.",
+          "80-100%: Finally, the camera returns to a near-frontal view of the distinctive pine tree, completing the full 360-degree orbit. The sun sits low on the horizon, bathing the entire scene in warm, golden light. The white curved pathway and background green shrubs and trees frame the tree symmetrically, concluding the sequence with a serene, balanced composition. The tree’s trunk remains slender but sturdy, each tier of branches appearing intentionally shaped, and the surrounding landscape includes neatly trimmed hedges and distant foliage that adds depth to the scene."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a static wide shot of a distinctive pine tree with layered, horizontally spreading branches, standing tall in the center of a sunlit lawn. To the left, a white curved pathway begins to appear, winding gently through the grass, with background green shrubs and trees softly framing the scene under a clear blue sky.",
+          "Part 2/8: The camera begins a slow clockwise pan around the tree. The layered branches become more visible, and sunlight catches the tips of the needles, creating subtle glints. The white curved pathway becomes more prominent, curving behind the tree, while background green shrubs and trees remain steady in the distance.",
+          "Part 3/8: Continuing the clockwise movement, the camera reveals the left flank of the pine tree. The texture of its foliage is detailed, with individual needle clusters visible. The sun begins to peek through the upper branches, causing gentle lens flare, while the white curved pathway extends further into the background amid green shrubs and trees.",
+          "Part 4/8: Midway through the orbit, the camera captures a side profile of the tree, emphasizing its sculpted, tiered structure. The white curved pathway now curves behind the tree, partially obscured by foliage. Background green shrubs and trees add depth, and the sun casts long shadows across the sunlit lawn.",
+          "Part 5/8: The camera moves past the midpoint, now showing the rear-left quadrant of the tree. The layered branches appear denser here, and the sunlight illuminates the underside of the foliage. The white curved pathway emerges again on the far side, leading toward a distant treeline framed by green shrubs and trees.",
+          "Part 6/8: As the camera continues its clockwise arc, it reveals the right flank of the pine tree. The white curved pathway is now visible on the right side of the frame, snaking away into the background. Sunlight filters through the upper canopy, creating a halo effect around the tree’s crown, with background green shrubs and trees providing a verdant backdrop.",
+          "Part 7/8: Nearing completion of the circle, the camera shows the front-right view of the tree. The layered branches are fully illuminated by the setting sun, casting dramatic shadows on the lawn. The white curved pathway re-enters the frame prominently on the right, leading toward a glimpse of a structure hidden among background green shrubs and trees.",
+          "Part 8/8: Finally, the camera returns to a near-frontal view of the distinctive pine tree, completing the full 360-degree orbit. The sun sits low on the horizon, bathing the entire scene in warm, golden light. The white curved pathway and background green shrubs and trees frame the tree symmetrically, concluding the sequence with a serene, balanced composition."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the sunlit lawn still visible behind the tree after the camera completes its 360-degree rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "d3caed662503d3d54680856eab43da71e46860a45f1b40586bfe5298cf5a3540_0_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the pine tree maintain its identity as a single, distinct tree throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:58:48.651270"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the pine tree's identity consistency across segments?",
+          "options": [
+            "A. The tree changes into a different species during rotation",
+            "B. The tree remains the same throughout all angles and lighting",
+            "C. The tree disappears and reappears with different features",
+            "D. The tree’s branches grow new colors"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:58:48.651306"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Do the layered branches of the pine tree maintain their structural integrity during the camera orbit?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:58:48.651319"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "How should the tree’s layered branches behave during the 360-degree rotation?",
+          "options": [
+            "A. They should collapse inward at certain angles",
+            "B. They should appear differently shaped depending on view",
+            "C. They should retain their original horizontal spread and spacing",
+            "D. They should disappear when occluded"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:58:48.651326"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "When the tree’s trunk reappears after being occluded, does it maintain its original appearance?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:58:48.651333"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "What happens to the tree’s occluded parts when they reappear in the frame?",
+          "options": [
+            "A. They appear distorted or changed",
+            "B. They recover with consistent texture and geometry",
+            "C. They vanish permanently",
+            "D. They become transparent"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:58:48.651339"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation and return to a similar frontal view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:58:48.651347"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What is required for successful horizontal loop memory in this scene?",
+          "options": [
+            "A. The camera stops halfway and reverses direction",
+            "B. The final view matches the initial framing and lighting",
+            "C. The tree vanishes at the end",
+            "D. The path changes color"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:58:48.651353"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the white curved pathway reappear in the same location relative to the tree when viewed from the right side?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:58:48.651361"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which element must remain consistent when the background re-enters the frame?",
+          "options": [
+            "A. The pathway’s curvature and position",
+            "B. The sky turns red",
+            "C. The shrubs grow taller",
+            "D. The tree moves"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:58:48.651367"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_13fdcb2da929d42b26bf66aef281e988a05fb3e2b87232ad13b9bd6b6f552e4e"
+  },
+  {
+    "task_id": "mem_dl3dv_cc40635ee536377bb36fbea01fce5d2cd1c3e3bf56ba8299a84f66a3b9293b7a",
+    "instance_id": "mem_dl3dv_cc40635ee536377bb36fbea01fce5d2cd1c3e3bf56ba8299a84f66a3b9293b7a",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_cc40635ee536377bb36fbea01fce5d2cd1c3e3bf56ba8299a84f66a3b9293b7a.mp4",
+      "total_frames": 313,
+      "fps": 15.0,
+      "duration_sec": 20.87,
+      "reference_image_path": "inference_img/mem_dl3dv_cc40635ee536377bb36fbea01fce5d2cd1c3e3bf56ba8299a84f66a3b9293b7a_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of an empty, brightly lit indoor shopping mall corridor. The camera slowly pans right, revealing a central seating area composed of four plush orange armchairs arranged around two round black coffee tables on top of a large rectangular black rug. In the background, the Macy's storefront is prominently visible with its red star logo and illuminated signage. As the camera continues to rotate clockwise, it passes a digital kiosk mounted on a silver pedestal to the left of the seating area. Further along the pan, a Coca-Cola vending machine appears in the distance near a store entrance with yellow trim. The camera then reveals 'The Children’s Place' store sign hanging overhead as it completes its circular motion. The flooring throughout is white tiled with black grout lines. The lighting is uniformly bright from recessed ceiling fixtures. Finally, the camera returns to its starting point, completing a full 360-degree sweep around the seating arrangement, capturing all mandatory landmarks: the orange armchairs, round coffee tables, black rug, Macy’s storefront, digital kiosk, Coca-Cola vending machine, and The Children’s Place store — each appearing in sequence as the camera moves smoothly and steadily around the space."
+        ],
+        "level_2": [
+          "The video starts with a wide shot of a spacious, well-lit mall interior centered on a seating arrangement of four orange armchairs and two round black coffee tables placed atop a black rug. The camera begins a slow clockwise rotation, initially facing the Macy’s storefront with its glowing red star logo. As it pans right, the digital kiosk on a silver pedestal comes into view beside the seating area. The white tiled floor with black grid lines extends throughout, and distant store entrances are visible under bright ceiling lights.",
+          "Continuing from the previous segment, the camera pans further right, now revealing a Coca-Cola vending machine positioned near a store with yellow trim. The movement continues past the vending machine, bringing 'The Children’s Place' store sign into frame overhead. The camera maintains a steady, smooth circular motion around the seating area, keeping the orange armchairs and black coffee tables consistently in the foreground while the background elements shift accordingly.",
+          "Finally, the camera completes its 360-degree rotation, returning to face the Macy’s storefront once more. The full loop captures all mandatory landmarks in sequence: the orange armchairs, round coffee tables, black rug, digital kiosk, Coca-Cola vending machine, and The Children’s Place store. The environment remains consistent — clean, quiet, and brightly lit — with no people present. The video ends exactly where it began, having fully circled the central seating area."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a static wide shot of an empty, brightly lit mall corridor. Centered is a seating area with four orange armchairs and two round black coffee tables on a black rug. Behind them, the Macy’s storefront glows with its red star logo. The white tiled floor with black grout lines extends outward under uniform recessed ceiling lighting. The camera begins a slow clockwise pan, and the silver digital kiosk on a pedestal enters the left edge of the frame while Macy’s remains prominent.",
+          "20-40%: Continuing the clockwise pan, the digital kiosk moves toward center-left as the Macy’s storefront exits the right side of the frame. A distant store entrance with yellow trim becomes visible in the background. The camera proceeds further right, revealing a Coca-Cola vending machine positioned near that yellow-trimmed store entrance. The orange armchairs, black coffee tables, and black rug remain fixed in the foreground throughout this segment.",
+          "40-60%: The Coca-Cola vending machine is now centered in the mid-background as the camera continues its rotation. Above it, the hanging sign for 'The Children’s Place' store comes into view. The lighting remains uniformly bright, and the white tiled floor pattern stays consistent. The foreground elements—orange armchairs, round black coffee tables, and black rug—are still clearly visible and anchored in the composition.",
+          "60-80%: The Children’s Place store sign becomes more prominent as the camera pans past it, and the orange armchairs and black coffee tables continue to rotate with the perspective. The black rug remains sharply defined against the white tiles. As the pan progresses, the digital kiosk reappears on the far left, and the Macy’s storefront begins to re-enter at the far right edge of the frame. The environment remains quiet, clean, and devoid of people.",
+          "80-100%: The camera completes its 360-degree rotation, returning directly to face the Macy’s storefront once more. All mandatory landmarks—the orange armchairs, round coffee tables, black rug, digital kiosk, Coca-Cola vending machine, and The Children’s Place store—have been captured sequentially during the pan. The video ends exactly where it began, with identical framing, lighting, and spatial arrangement, maintaining the sterile, brightly lit atmosphere."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a static wide shot of an empty mall corridor. Centered in the frame is a seating area with four orange armchairs and two round black coffee tables on a black rug. Behind them, the Macy’s storefront glows with its red star logo. The white tiled floor stretches outward under bright overhead lighting.",
+          "Part 2/8: The camera begins a slow clockwise pan. The Macy’s storefront remains prominent as the left edge of the frame reveals a silver digital kiosk standing beside the seating area. The orange armchairs and black coffee tables remain fixed in the center, while the background begins to shift slightly.",
+          "Part 3/8: Continuing the clockwise pan, the digital kiosk moves toward the center-left of the frame. The Macy’s storefront exits the right side of the view. A distant store entrance with yellow trim becomes visible in the background, and the white tiled floor pattern remains consistent.",
+          "Part 4/8: The camera pans further right, now showing a Coca-Cola vending machine in the mid-background near the yellow-trimmed store entrance. The orange armchairs and black coffee tables still dominate the foreground, and the black rug beneath them remains clearly visible.",
+          "Part 5/8: The Coca-Cola vending machine is now centered in the background as the camera continues its rotation. Above it, the sign for 'The Children’s Place' store comes into view, hanging from the ceiling. The lighting remains uniformly bright, and the tiled floor extends continuously.",
+          "Part 6/8: The Children’s Place store sign becomes more prominent as the camera pans past it. The orange armchairs and black coffee tables remain anchored in the foreground, rotating with the camera’s perspective. The black rug beneath them stays clearly defined against the white tiles.",
+          "Part 7/8: The camera continues its clockwise arc, now beginning to reveal the digital kiosk again on the far left. The Macy’s storefront starts to reappear at the far right edge of the frame. The scene remains devoid of people, maintaining a quiet, sterile atmosphere.",
+          "Part 8/8: Finally, the camera completes its 360-degree rotation, returning to face the Macy’s storefront directly. All mandatory landmarks — orange armchairs, round coffee tables, black rug, digital kiosk, Coca-Cola vending machine, and The Children’s Place store — have been captured in sequence during the pan. The video ends precisely where it began, with the same composition and lighting."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the Macy’s storefront visible again at the end of the video after the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "bd905f2f4c408e46ce582bcc89b08b32793e31766bf826e6c063876d4ebcc7f4_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Is the Coca-Cola vending machine visible during the forward movement before reaching the Children’s Place?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "bd905f2f4c408e46ce582bcc89b08b32793e31766bf826e6c063876d4ebcc7f4_1_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation and return to the exact starting view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:12.436066"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which landmark is visible at both the beginning and end of the video?",
+          "options": [
+            "A. Coca-Cola vending machine",
+            "B. The Children’s Place store sign",
+            "C. Macy’s storefront",
+            "D. Digital kiosk"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:12.436107"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the Macy’s storefront appear again at the end of the video with the same lighting and logo visibility as at the start?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:12.436119"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the starting point, which background element should be fully visible and consistent?",
+          "options": [
+            "A. Coca-Cola vending machine",
+            "B. The Children’s Place store sign",
+            "C. Digital kiosk",
+            "D. Macy’s storefront"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:12.436126"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Is the digital kiosk expected to reappear on the far left after being occluded during the pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:12.436134"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What must remain consistent when the digital kiosk reappears after being occluded?",
+          "options": [
+            "A. Its color and shape",
+            "B. Its lighting intensity",
+            "C. Its brand logo",
+            "D. Its motion speed"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:12.436140"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the Coca-Cola vending machine maintain its branding and red color throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:12.436147"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "Which object must retain its identity and appearance regardless of camera angle?",
+          "options": [
+            "A. Orange armchair",
+            "B. White tile floor",
+            "C. Black rug",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:12.436154"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_cc40635ee536377bb36fbea01fce5d2cd1c3e3bf56ba8299a84f66a3b9293b7a"
+  },
+  {
+    "task_id": "mem_dl3dv_bd3da6c5820ac1c1fcf0149c3e952c04be4d3a23595f19d269df09107ac3a959",
+    "instance_id": "mem_dl3dv_bd3da6c5820ac1c1fcf0149c3e952c04be4d3a23595f19d269df09107ac3a959",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_bd3da6c5820ac1c1fcf0149c3e952c04be4d3a23595f19d269df09107ac3a959.mp4",
+      "total_frames": 309,
+      "fps": 15.0,
+      "duration_sec": 20.6,
+      "reference_image_path": "inference_img/mem_dl3dv_bd3da6c5820ac1c1fcf0149c3e952c04be4d3a23595f19d269df09107ac3a959_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a low-angle, upward-looking shot moving slowly through a narrow urban alleyway at night. The camera glides forward beneath a concrete ceiling embedded with recessed lights that cast soft pools of illumination on the gray surfaces below. To the right, a parked white car is visible under the overhang of a modern building, partially illuminated by ambient light. Above, multi-story glass windows are brightly lit from within, revealing interior spaces with warm yellow lighting and occasional silhouettes or furniture. As the camera continues its steady ascent, it tilts slightly upward, capturing more of the vertical architecture — including balconies, metal railings, and structural beams. The illuminated glass windows dominate the upper frame, arranged in grid-like patterns across multiple floors, each pane glowing with interior activity. The camera then briefly pans to the left, revealing a dark brick wall adjacent to the alley, before returning to center and continuing its upward trajectory. At one point, the camera passes directly beneath a large, flat concrete slab overhead, momentarily plunging the frame into near darkness before emerging again into the glow of the upper-level windows. The final moments show the camera still ascending, now focused entirely on the towering facade of illuminated glass windows stretching into the night sky, their reflections shimmering against the dark surroundings, while the concrete ceiling and recessed lights remain faintly visible at the bottom edge of the frame."
+        ],
+        "level_2": [
+          "The video starts with a slow, low-angle tracking shot moving forward through a dimly lit urban alley at night. The camera looks up toward a concrete ceiling lined with recessed lights casting soft illumination. On the right side, a parked white car is partially visible under the overhang of a modern structure. Above, illuminated glass windows glow warmly from within, revealing glimpses of interior spaces. The camera begins its gradual upward tilt as it moves forward, emphasizing the height of the surrounding buildings.",
+          "Continuing from the previous segment, the camera ascends further, now focusing more intently on the vertically stacked illuminated glass windows. Each window pane reveals softly lit interiors with furniture silhouettes and occasional movement. The concrete ceiling with recessed lights remains visible at the bottom of the frame, but the view is increasingly dominated by the architectural grid of glowing windows. Midway, the camera briefly pans left to reveal a dark brick wall running alongside the alley, then returns to center, maintaining its upward trajectory.",
+          "Finally, the camera continues its steady ascent, now fully immersed in the towering facade of illuminated glass windows. The concrete ceiling and recessed lights become peripheral elements at the very bottom of the frame. The windows stretch upward into the night sky, their warm glows contrasting sharply with the surrounding darkness. The camera maintains its slow, deliberate motion, ending with a sustained upward gaze at the luminous grid of windows, creating a sense of vertical grandeur and urban isolation."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle shot moving forward through a narrow alley at night. A concrete ceiling with evenly spaced recessed lights is visible above, casting soft illumination. To the right, a parked white car is partially lit under an overhang. In the distance, illuminated glass windows glow warmly from upper floors. Continuing forward, the camera begins a gentle upward tilt; the concrete ceiling remains prominent with recessed lights creating circular pools of brightness, the parked white car stays visible on the right, and the illuminated glass windows grow larger in the frame, revealing interior details like furniture silhouettes.",
+          "20-40%: The camera ascends further, now focusing more on the illuminated glass windows spanning multiple floors. The concrete ceiling is still present at the bottom edge. The warm interior lighting contrasts with the dark exterior, and the grid-like arrangement of windows becomes more defined. The camera continues its upward motion, now centered on the glowing windows; the parked white car is no longer in view, while the concrete ceiling with recessed lights remains at the lower edge of the frame. The windows reveal more interior detail, including ceiling fixtures and occasional shadows.",
+          "40-60%: The camera briefly pans left, revealing a dark brick wall adjacent to the alley, then returns to center, maintaining its upward trajectory. The illuminated glass windows continue to dominate the upper frame, while the concrete ceiling with recessed lights occupies the lower portion. The camera then passes beneath a large, flat concrete slab, momentarily plunging the scene into near darkness. As it emerges, the illuminated glass windows reappear, glowing even brighter against the night, and the concrete ceiling with recessed lights is once again visible at the bottom.",
+          "60-80%: The camera continues its steady ascent, now almost entirely focused on the vertical array of illuminated glass windows. The concrete ceiling and recessed lights occupy only a thin strip at the bottom of the frame. The windows’ warm glows create a rhythmic pattern against the dark sky. The view is increasingly dominated by the architectural grid of glowing windows, each pane revealing softly lit interiors with furniture silhouettes and occasional movement, while structural elements like balconies, metal railings, and beams become more apparent.",
+          "80-100%: Finally, the camera holds its upward gaze on the towering facade of illuminated glass windows stretching into the night. The concrete ceiling and recessed lights are barely visible at the very bottom. The scene ends with a lingering view of the glowing grid, evoking a sense of urban solitude and architectural scale. The windows stretch upward into the night sky, their reflections shimmering against the dark surroundings, while the warm glows contrast sharply with the surrounding darkness."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle shot moving forward through a narrow alley at night. A concrete ceiling with evenly spaced recessed lights is visible above, casting soft illumination. To the right, a parked white car is partially lit under an overhang. In the distance, illuminated glass windows glow warmly from upper floors.",
+          "Part 2/8: Continuing forward, the camera begins a gentle upward tilt. The concrete ceiling remains prominent, with recessed lights creating circular pools of brightness. The parked white car stays visible on the right, while the illuminated glass windows grow larger in the frame, revealing interior details like furniture silhouettes.",
+          "Part 3/8: The camera ascends further, now focusing more on the illuminated glass windows spanning multiple floors. The concrete ceiling is still present at the bottom edge. The warm interior lighting contrasts with the dark exterior, and the grid-like arrangement of windows becomes more defined.",
+          "Part 4/8: The camera continues its upward motion, now centered on the glowing windows. The parked white car is no longer in view. The concrete ceiling with recessed lights remains at the lower edge of the frame. The windows reveal more interior detail, including ceiling fixtures and occasional shadows.",
+          "Part 5/8: The camera briefly pans left, revealing a dark brick wall adjacent to the alley. It then returns to center, maintaining its upward trajectory. The illuminated glass windows continue to dominate the upper frame, while the concrete ceiling with recessed lights occupies the lower portion.",
+          "Part 6/8: The camera passes beneath a large, flat concrete slab, momentarily plunging the scene into near darkness. As it emerges, the illuminated glass windows reappear, glowing even brighter against the night. The concrete ceiling with recessed lights is once again visible at the bottom.",
+          "Part 7/8: The camera continues its steady ascent, now almost entirely focused on the vertical array of illuminated glass windows. The concrete ceiling and recessed lights occupy only a thin strip at the bottom of the frame. The windows’ warm glows create a rhythmic pattern against the dark sky.",
+          "Part 8/8: Finally, the camera holds its upward gaze on the towering facade of illuminated glass windows stretching into the night. The concrete ceiling and recessed lights are barely visible at the very bottom. The scene ends with a lingering view of the glowing grid, evoking a sense of urban solitude and architectural scale."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Does the camera return to viewing the parked white car after tilting up and then down?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "cd7d889906d6b22d46283d4722c06623f1d9ac85800d76402189c6d621492228_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the white car visible in the first three segments of Level 3?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818890"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "When does the white car disappear from view in the video sequence?",
+          "options": [
+            "A. After Segment 3",
+            "B. In Segment 4",
+            "C. During the pan to the left",
+            "D. At the end of the video"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818924"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the camera pass under a concrete slab that causes temporary darkness?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818936"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What happens to the illuminated windows when the camera emerges from under the concrete slab?",
+          "options": [
+            "A. They appear dimmer",
+            "B. They glow brighter",
+            "C. They are replaced with different windows",
+            "D. They remain unchanged"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818943"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera maintain a steady upward trajectory throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818952"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "How does the concrete ceiling change in visibility as the camera ascends?",
+          "options": [
+            "A. It becomes larger",
+            "B. It remains constant",
+            "C. It shrinks to a thin strip at the bottom",
+            "D. It disappears completely"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818959"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is the dark brick wall visible only once during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818966"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "After panning left to show the brick wall, what happens to the camera’s focus?",
+          "options": [
+            "A. It stays on the wall",
+            "B. It pans right immediately",
+            "C. It returns to center",
+            "D. It zooms out"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818971"
+        },
+        {
+          "question": "Does the camera return to viewing the parked white car after tilting up and then down?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "10",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Is the white car visible in the first three segments of Level 3?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818890"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When does the white car disappear from view in the video sequence?",
+          "options": [
+            "A. After Segment 3",
+            "B. In Segment 4",
+            "C. During the pan to the left",
+            "D. At the end of the video"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818924"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the camera pass under a concrete slab that causes temporary darkness?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818936"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "What happens to the illuminated windows when the camera emerges from under the concrete slab?",
+          "options": [
+            "A. They appear dimmer",
+            "B. They glow brighter",
+            "C. They are replaced with different windows",
+            "D. They remain unchanged"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818943"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the camera maintain a steady upward trajectory throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818952"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "How does the concrete ceiling change in visibility as the camera ascends?",
+          "options": [
+            "A. It becomes larger",
+            "B. It remains constant",
+            "C. It shrinks to a thin strip at the bottom",
+            "D. It disappears completely"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818959"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Is the dark brick wall visible only once during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818966"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "After panning left to show the brick wall, what happens to the camera’s focus?",
+          "options": [
+            "A. It stays on the wall",
+            "B. It pans right immediately",
+            "C. It returns to center",
+            "D. It zooms out"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818971"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the reflection in the glass windows show the illuminated interiors of the buildings, including furniture silhouettes and ceiling fixtures?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt explicitly states that the illuminated glass windows reveal interior spaces with warm yellow lighting, furniture silhouettes, and occasional movement. Therefore, reflections should show these internal elements.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819624"
+          }
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "Which of the following objects should be visible in the reflection of the glass windows during the final moments of the video?",
+          "options": [
+            "A. The parked white car on the right",
+            "B. The dark brick wall on the left",
+            "C. The concrete ceiling with recessed lights",
+            "D. The night sky and surrounding darkness"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "In the final moments, the camera is focused upward on the illuminated glass windows stretching into the night sky. The reflection would logically include the dark surroundings and night sky, not nearby alley elements like the car or brick wall, which are no longer in direct line of sight from the high-angle view.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819668"
+          }
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Are the reflections in the glass windows consistent with the warm yellow interior lighting described in the prompt?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt specifies that the glass windows are 'brightly lit from within' with 'warm yellow lighting,' so any reflection must accurately convey this color temperature and illumination to maintain content consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819677"
+          }
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "What should be reflected in the glass windows when the camera passes beneath the large concrete slab and emerges back into light?",
+          "options": [
+            "A. The dark underside of the slab",
+            "B. The illuminated upper floors and night sky",
+            "C. The parked white car",
+            "D. The brick wall on the left"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "After emerging from under the slab, the camera resumes its upward trajectory toward the illuminated windows. At this point, the dominant visual is the glowing grid of windows against the night sky, so their reflections should depict the same external environment—darkness and sky—not obscured or low-light elements.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819684"
+          }
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Do the reflections in the glass windows include the concrete ceiling and recessed lights when they are visible at the bottom of the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The concrete ceiling and recessed lights are below the camera’s view and not positioned to reflect into the upper-level glass windows. Reflections in vertical glass surfaces would mirror the sky and surroundings above or around them, not downward-facing structures unless specifically angled.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819691"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "binary",
+          "question": "When the camera returns to a similar position after passing under the concrete slab, do the reflections in the glass windows remain consistent with earlier views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt describes the camera emerging back into the glow of the windows after passing under the slab. Since the environment hasn’t changed (same building facade), the reflections should remain temporally consistent with previous appearances of the windows.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819701"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "multiple_choice",
+          "question": "How should the reflection in the glass windows change between Segment 4 and Segment 7 as the camera ascends?",
+          "options": [
+            "A. The reflections become darker due to increased distance",
+            "B. The reflections shift to show more of the night sky and less of the alley",
+            "C. The reflections show more of the concrete ceiling and recessed lights",
+            "D. The reflections remain unchanged throughout"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "As the camera ascends, the perspective changes: the lower alley elements recede, and the upper portions of the building dominate. Thus, reflections in the glass should adapt to show more of the night sky and less of the ground-level environment, maintaining temporal consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819720"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Is the reflection in the glass windows during the final segment consistent with what was seen in earlier segments when the camera was lower in the alley?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "While the windows themselves are consistent, the reflection content changes over time due to camera elevation. Earlier reflections might include parts of the alley or car, but later ones focus on the sky and upper structures. So, while the physical windows repeat, their reflections evolve—this is expected and valid, meaning inconsistency would only occur if reflections failed to update.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819728"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "If the glass windows appear again after being out of view for a moment (e.g., under the slab), should the reflection still show the same interior details?",
+          "options": [
+            "A. Yes, because the interiors haven't changed",
+            "B. No, because the camera angle has shifted",
+            "C. Yes, but only if the lighting conditions are identical",
+            "D. It depends on the weather"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The interiors are static and continuously lit. Even if the camera briefly loses sight of the windows, upon reappearing, the reflection should still show the same warm-lit rooms with furniture silhouettes, assuming no internal changes occurred. This maintains temporal memory of the scene.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819735"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Do the reflections in the glass windows retain the same warmth and brightness across all segments where they appear?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt consistently describes the windows as 'brightly lit from within' with 'warm yellow lighting.' There's no indication of flickering or dimming, so the reflection's appearance should remain temporally stable unless external factors (like weather) are introduced—which they aren't.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819751"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "binary",
+          "question": "As the camera moves upward through the alley, does the reflection in the glass windows update to show the changing sky and surrounding darkness from each new vantage point?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The camera's ascent alters the viewing angle relative to the windows. Proper viewpoint consistency requires that reflections adjust accordingly—showing more sky as the camera rises, less of the alley floor. This ensures the reflection matches the actual field of view.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819759"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "multiple_choice",
+          "question": "When the camera pans left to reveal the dark brick wall, should the reflection in the adjacent glass windows also show part of that wall?",
+          "options": [
+            "A. Yes, because it's now in the camera's field of view",
+            "B. No, because the glass windows face outward, not inward",
+            "C. Yes, but only if the wall is directly opposite the window",
+            "D. No, because the reflection depends on external lighting"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Reflections depend on the geometry of the surface and surrounding environment. If the brick wall is directly opposite a window, it may reflect into it. However, since the windows are likely facing forward (toward the city), and the wall is lateral, it may not be visible in the reflection unless specifically aligned. But given proximity, some reflection could occur—making C the most accurate answer based on physics.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819766"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "binary",
+          "question": "Does the reflection in the glass windows correctly update when the camera passes under the concrete slab and reemerges?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Passing under the slab temporarily blocks light and view. Upon emergence, the reflection should reset to show the current environment—the night sky and upper buildings—demonstrating correct viewpoint-based updating of the reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819780"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "multiple_choice",
+          "question": "From the final upward-looking perspective, what should the reflection in the glass windows primarily show?",
+          "options": [
+            "A. The concrete ceiling and recessed lights",
+            "B. The alley walls and parked car",
+            "C. The night sky and surrounding darkness",
+            "D. The interior of the building"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "At the highest point, the camera looks up at the windows against the night sky. Glass surfaces reflect their surroundings; thus, the primary reflection should be the dark sky and ambient urban environment, not internal scenes or lower structures.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819786"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "When the camera tilts upward, do the reflections in the glass windows shift to align with the new angle of view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera tilts, the relative orientation to the windows changes. For realistic reflection memory, the mirrored image must rotate or scale appropriately to match the new viewpoint, ensuring spatial coherence between real and reflected worlds.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819793"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_bd3da6c5820ac1c1fcf0149c3e952c04be4d3a23595f19d269df09107ac3a959"
+  },
+  {
+    "task_id": "mem_dl3dv_fa290517f6f5102ed0544020b826762485dc7fa96f8b49c408d7d54c96dd1580",
+    "instance_id": "mem_dl3dv_fa290517f6f5102ed0544020b826762485dc7fa96f8b49c408d7d54c96dd1580",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_fa290517f6f5102ed0544020b826762485dc7fa96f8b49c408d7d54c96dd1580.mp4",
+      "total_frames": 405,
+      "fps": 15.0,
+      "duration_sec": 27.0,
+      "reference_image_path": "inference_img/mem_dl3dv_fa290517f6f5102ed0544020b826762485dc7fa96f8b49c408d7d54c96dd1580_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, sun-drenched view of a grand public monument situated in a lush green park under a bright blue sky with scattered white clouds. The central statue on pedestal, a towering bronze figure standing atop a multi-tiered stone base adorned with sculpted allegorical figures, dominates the frame. Surrounding the monument is a curved pathway made of light-colored paving stones that gracefully encircles the structure. Lush green lawn and mature trees frame the scene, casting soft shadows. In the background, a majestic neoclassical building with a dome rises behind the monument, its classical architecture contrasting with modern glass skyscrapers visible to the left and right. As the camera begins a slow, continuous circular orbit around the monument, it reveals different perspectives: the modern glass skyscraper glints in the sunlight as the camera pans left; then the neoclassical building reappears behind the monument as the camera moves right. Sun flares occasionally streak across the lens, enhancing the vividness of the day. The camera tilts up to emphasize the height of the central statue against the blue sky, then lowers to capture the intricate details of the sculpted figures at the base — one seated, draped in flowing robes, another gesturing outward. The movement continues seamlessly, alternating between low-angle shots that dramatize the monument’s scale and eye-level views that integrate the surrounding urban landscape. Throughout the sequence, the curved pathway remains visible, guiding the viewer’s eye around the monument, while the green lawn and trees provide a natural buffer between the historic sculpture and the modern cityscape. The video concludes with the camera completing its full 360-degree sweep, returning to the initial framing but now enriched by the full context of the environment — the blue sky with clouds still overhead, the stone base with sculpted figures clearly detailed, the modern glass skyscraper and neoclassical building with dome both visible in their respective positions, and the pathway curving around the monument, all bathed in golden afternoon light."
+        ],
+        "level_2": [
+          "The video opens with a sweeping wide shot of a monumental statue on a stone pedestal, surrounded by green lawn and mature trees under a vibrant blue sky with scattered clouds. A curved paved pathway encircles the monument. Behind it stands a grand neoclassical building with a dome, while modern glass skyscrapers flank the scene on either side. The camera begins a slow, clockwise orbit around the monument, capturing the interplay of sunlight and shadow. As it moves, the modern glass skyscraper becomes more prominent on the left, reflecting the sky, while the neoclassical building remains visible behind the monument. The central statue towers above, and the sculpted figures at the base begin to come into sharper focus.",
+          "Continuing from the previous segment, the camera completes its mid-orbit around the monument, now revealing the back and right-side angles. The stone base with sculpted figures — including a seated robed figure and a gesturing allegorical form — is clearly detailed. The sun flares dramatically as the camera tilts upward toward the central statue against the blue sky. The green lawn stretches out on all sides, bordered by trees that sway gently. The modern glass skyscraper remains visible on the right, while the neoclassical building with the dome reappears as the camera circles back. The curved pathway continues to guide the eye around the monument, emphasizing its centrality in the urban park setting.",
+          "Finally, the camera nears the completion of its full 360-degree rotation, returning to a framing similar to the opening shot but now enriched with the full spatial context. The central statue on pedestal is once again centered, with the stone base and sculpted figures prominently displayed. The curved pathway wraps around the monument, leading the viewer’s gaze through the green lawn and trees. The blue sky with clouds remains overhead, and the modern glass skyscraper and neoclassical building with dome are both visible in their original positions, creating a harmonious blend of historic and contemporary architecture. The camera lingers for a moment, allowing the viewer to absorb the entire scene before the video ends."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a wide-angle shot of a grand stone monument featuring a central bronze statue on a multi-tiered stone pedestal, set within a verdant park under a clear blue sky with scattered white clouds. Green lawn and mature trees surround the structure, and a curved paved pathway encircles the monument. In the background, a neoclassical building with a dome is visible, and to the left, a modern glass skyscraper reflects sunlight. The camera begins a slow clockwise orbit around the monument, bringing the modern glass skyscraper into greater prominence while the neoclassical building remains partially visible behind the monument; details of the stone base—including a seated draped figure—become more discernible, and sun flares appear as the camera tilts slightly upward.",
+          "20-40%: Continuing the orbit, the camera moves to show the monument’s left flank and then its rear. The curved pathway remains clearly visible winding around the base, with trees framing the edges and green lawn extending toward the foreground. The modern glass skyscraper dominates the left background, while the neoclassical building with the dome peeks from behind trees on the right in the earlier part of this segment; by mid-segment, the neoclassical building is temporarily obscured by trees as the central statue appears silhouetted against the bright blue sky. The sculpted allegorical figures on the stone base—including a gesturing form—are shown in profile and then from behind, emphasizing their placement and posture.",
+          "40-60%: The camera progresses to the right side of the monument, beginning to reveal the front again. The green lawn and trees remain consistent in foreground and background, with sunlight casting long shadows that enhance the texture of the stone base and sculpted figures. The neoclassical building with the dome re-emerges in the background, now more centered, while the modern glass skyscraper remains visible on the far right edge of the frame. As the orbit continues, the central statue is framed between the neoclassical building and the modern skyscraper, and the curved pathway curves gracefully around the base, guiding the eye through the landscape; sculpted figures are illuminated by direct sunlight, revealing fine details in drapery and posture.",
+          "60-80%: Approaching the final quarter, the camera tilts upward briefly to emphasize the central statue against the blue sky with clouds, then lowers to capture the full stone base with sculpted figures from a three-quarter angle. The green lawn and trees frame the scene symmetrically. The neoclassical building with the dome is fully visible behind the monument, and the modern glass skyscraper appears on the left, completing the architectural contrast. Sun flares occasionally streak across the lens, and the camera maintains a smooth, continuous motion, alternating between low-angle shots dramatizing scale and eye-level views integrating the urban context.",
+          "80-100%: The camera completes its 360-degree orbit, returning to the initial framing: the central statue on pedestal is centered once again, surrounded by the curved pathway, green lawn, and trees. The blue sky with clouds remains overhead, and both the modern glass skyscraper and the neoclassical building with the dome are visible in their original positions. The stone base with sculpted figures is clearly detailed, and the entire scene is bathed in golden afternoon light. The video ends with a lingering shot that encapsulates the harmony between nature, historic sculpture, and modern cityscape, enriched by the full spatial context gained through the full rotation."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a wide-angle shot of a grand stone monument featuring a central statue on a pedestal, set within a verdant park. Green lawn and tall trees surround the structure under a clear blue sky with wispy clouds. A curved pathway encircles the monument. In the background, a neoclassical building with a dome is visible, and to the left, a modern glass skyscraper reflects the sunlight. The camera begins a slow clockwise pan around the monument.",
+          "Part 2/8: Continuing the orbit, the camera moves slightly left, bringing the modern glass skyscraper into greater prominence while the neoclassical building remains partially visible behind the monument. The central statue looms large against the blue sky. Details of the stone base with sculpted figures — including a seated draped figure — become more discernible. Sunlight creates lens flares as the camera tilts slightly upward, highlighting the monument’s verticality.",
+          "Part 3/8: The camera continues its circular motion, now positioned to show the monument’s left flank. The curved pathway is clearly visible winding around the base. Trees frame the edges of the shot, and the green lawn extends toward the foreground. The modern glass skyscraper dominates the left background, while the neoclassical building with the dome peeks from behind the trees on the right. The sculpted figures on the stone base are shown in profile.",
+          "Part 4/8: Midway through the orbit, the camera focuses on the rear of the monument. The central statue appears silhouetted against the bright blue sky. The stone base’s sculpted figures — including a gesturing allegorical figure — are now seen from behind. The curved pathway continues to curve around the structure. The neoclassical building with the dome is temporarily obscured by trees, while the modern glass skyscraper remains visible to the far left.",
+          "Part 5/8: The camera moves to the right side of the monument, beginning to reveal the front again. The green lawn and trees remain consistent in the foreground and background. The sun casts long shadows, enhancing the texture of the stone base and sculpted figures. The neoclassical building with the dome re-emerges in the background, now more centered. The modern glass skyscraper is still visible on the far right edge of the frame.",
+          "Part 6/8: The camera continues its clockwise arc, now showing the monument’s right flank. The central statue on pedestal is framed between the neoclassical building with the dome and the modern glass skyscraper. The curved pathway curves gracefully around the base, leading the eye through the green lawn. The sculpted figures on the stone base are illuminated by direct sunlight, revealing fine details in their drapery and posture.",
+          "Part 7/8: As the camera approaches the final quarter of its orbit, it tilts upward briefly to emphasize the central statue against the blue sky with clouds. Then it lowers to capture the full stone base with sculpted figures, now viewed from a three-quarter angle. The green lawn and trees frame the scene symmetrically. The neoclassical building with the dome is fully visible behind the monument, and the modern glass skyscraper appears on the left, completing the architectural contrast.",
+          "Part 8/8: The camera completes its 360-degree orbit, returning to the initial framing. The central statue on pedestal is centered once again, surrounded by the curved pathway, green lawn, and trees. The blue sky with clouds remains overhead, and both the modern glass skyscraper and the neoclassical building with the dome are visible in their original positions. The video ends with a lingering shot that encapsulates the harmony between nature, history, and modernity."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Does the neoclassical building with the dome reappear in the same relative position after the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "bd21aa13de5a6f5630a835d3f7f10341e17f7d29b1f0bd05aab54fee50e423dc_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the central statue maintain the same identity throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:01:38.250185"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the consistency requirement for the sculpted figures at the base?",
+          "options": [
+            "A. They should appear differently depending on the angle",
+            "B. They must retain their original appearance when revealed again",
+            "C. They can be replaced with new figures during the orbit",
+            "D. Their identities may change based on lighting"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:01:38.250219"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Should the stone base of the monument maintain its structural integrity across all views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:01:38.250232"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What happens to the geometric structure of the monument when viewed from different angles?",
+          "options": [
+            "A. It should appear distorted due to perspective",
+            "B. It should remain structurally consistent",
+            "C. It can change shape slightly to match lighting",
+            "D. It may collapse in certain views"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:01:38.250239"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera return to the exact initial framing after completing the orbit?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:01:38.250248"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which element must remain consistent when the camera completes its loop?",
+          "options": [
+            "A. Only the central statue",
+            "B. The entire environment including buildings and sky",
+            "C. Just the pathway",
+            "D. Only the lighting"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:01:38.250256"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is the neoclassical building with dome visible again after being obscured?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:01:38.250263"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "When the neoclassical building reappears, what must remain unchanged?",
+          "options": [
+            "A. Its color and position",
+            "B. Its size but not shape",
+            "C. Its lighting but not structure",
+            "D. Only its visibility"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:01:38.250269"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the neoclassical building maintain consistent appearance when revealed after occlusion?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:01:38.250277"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "What must happen when the neoclassical building reappears after being blocked?",
+          "options": [
+            "A. It should appear smaller than before",
+            "B. It should have altered textures",
+            "C. It should match previous appearances exactly",
+            "D. It can shift position slightly"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:01:38.250283"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_fa290517f6f5102ed0544020b826762485dc7fa96f8b49c408d7d54c96dd1580"
+  },
+  {
+    "task_id": "mem_dl3dv_8b2495421084723ea2151e09fbb096adf682f541eb2a42c26ce57578b56d8a97",
+    "instance_id": "mem_dl3dv_8b2495421084723ea2151e09fbb096adf682f541eb2a42c26ce57578b56d8a97",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_8b2495421084723ea2151e09fbb096adf682f541eb2a42c26ce57578b56d8a97.mp4",
+      "total_frames": 325,
+      "fps": 15.0,
+      "duration_sec": 21.67,
+      "reference_image_path": "inference_img/mem_dl3dv_8b2495421084723ea2151e09fbb096adf682f541eb2a42c26ce57578b56d8a97_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of an urban plaza featuring a black metal bench centered on a red-and-white tiled floor, surrounded by modern glass skyscrapers reflecting the sky and adjacent buildings. The camera slowly pans left, revealing a stone building adorned with majestic stone lion statues guarding its entrance, while a balustrade railing runs along the edge of the elevated plaza. As the camera continues to circle around the bench, it captures reflections in the glass building’s facade, including passing clouds and nearby architecture. A classic streetlamp stands near the railing, adding to the civic aesthetic. The camera then tilts upward slightly to emphasize the towering glass skyscraper before sweeping right to show another angle of the plaza, where additional benches and trash receptacles are visible. Continuing from this vantage point, the camera circles back toward the initial position, capturing the interplay of light and shadow across the geometric tiles and highlighting the contrast between classical stone architecture and sleek modern glass. Finally, the camera zooms in gently on the black metal bench as it completes its circular path, ending with a close-up that emphasizes the bench’s ornate armrests and slatted back, framed against the backdrop of the reflective glass skyscraper and distant stone building with statues."
+        ],
+        "level_2": [
+          "The video opens with a wide shot of a black metal bench situated on a red-and-white tiled plaza floor, flanked by modern glass skyscrapers whose reflective surfaces mirror the surrounding cityscape. The camera begins a slow pan to the left, revealing a grand stone building with imposing stone lion statues at its entrance and a decorative balustrade railing lining the plaza’s perimeter. A streetlamp stands sentinel near the railing, contributing to the urban elegance. The camera movement is smooth and deliberate, establishing the spatial relationship between the bench, the statues, and the reflective glass building.",
+          "Continuing from the previous segment, the camera now sweeps rightward, circling behind the bench to capture the full expanse of the plaza. Reflections in the glass skyscraper shimmer with moving clouds and nearby structures, enhancing the sense of depth and dynamism. Additional benches and public amenities like trash bins appear in the background as the camera glides past them. The stone building with statues remains visible in the distance, anchoring the scene with historical gravitas. The red-and-white tiled pattern beneath the bench becomes more prominent as the camera lowers slightly, emphasizing texture and geometry.",
+          "Finally, the camera completes its circular motion around the black metal bench, returning to a frontal perspective. It tilts upward briefly to re-emphasize the towering glass skyscraper and its mirrored reflections, then gently zooms in for a detailed close-up of the bench’s craftsmanship — its curved armrests and slatted back — set against the backdrop of the stone building with statues and the expansive plaza. The lighting remains bright and natural, suggesting midday, and the entire sequence maintains a serene, almost meditative rhythm, underscoring the harmony between classical and contemporary urban design elements."
+        ],
+        "level_3": [
+          "0-20%: The video starts with a static wide shot of a black metal bench centered on a red-and-white tiled plaza floor. Behind it, a modern glass skyscraper reflects the blue sky and surrounding buildings. To the left, a stone building with large columns and stone lion statues is partially visible. A balustrade railing runs along the edge of the plaza, separating it from the street below. The camera begins a slow leftward pan, bringing the stone lion statues into full view atop their pedestals beside the grand stone building. The balustrade railing extends across the frame, and a classic streetlamp appears near the railing’s corner. The red-and-white tile pattern dominates the foreground, creating strong visual lines that guide the eye toward the architectural elements.",
+          "20-40%: Continuing the leftward pan, the camera reveals more of the stone building’s façade and the full majesty of the lion statues. Reflections in the glass skyscraper shift subtly as the camera moves, showing distorted images of nearby buildings and clouds. The black metal bench remains centered in the lower third of the frame, serving as a visual anchor throughout the movement. The camera now begins to arc around the back of the bench, shifting perspective to reveal the opposite side of the plaza. More benches and trash receptacles come into view, arranged symmetrically along the balustrade. The glass skyscraper looms overhead, its reflective surface capturing dynamic sky patterns. The stone building with statues is now visible in the background, maintaining continuity.",
+          "40-60%: As the camera continues its circular motion, it captures the interplay of light and shadow on the red-and-white tiled floor. The black metal bench is now viewed from behind, its slats and ornate legs clearly visible. Reflections in the glass building become more pronounced, showing the movement of clouds and the silhouette of distant towers. The balustrade railing curves gracefully along the plaza’s edge. The camera sweeps further right, completing more than half its circular path. The stone building with statues reappears in the distance, framed by the glass skyscraper’s reflection. A second streetlamp comes into view near the railing, echoing the first. The red-and-white tile pattern creates rhythmic diagonals across the frame, reinforcing the plaza’s geometric design.",
+          "60-80%: Now nearing the end of its arc, the camera positions itself slightly to the right of the bench’s original front-facing angle. The black metal bench is again central, but now seen from a three-quarter rear perspective. The glass skyscraper fills the upper frame, its reflections shimmering with ambient light. The balustrade railing and stone lion statues remain visible in the periphery, ensuring visual cohesion. The camera tilts upward briefly to re-emphasize the towering glass skyscraper and its mirrored reflections, then begins to move back toward the initial frontal position, maintaining the circular trajectory and highlighting the contrast between classical stone architecture and sleek modern glass.",
+          "80-100%: Finally, the camera gently zooms in on the black metal bench, focusing on its intricate armrests and slatted back. The red-and-white tiled floor stretches out beneath it, while the glass skyscraper and stone building with statues form a layered backdrop. The lighting is bright and even, suggesting midday sun. The video ends with this intimate close-up, leaving the viewer with a sense of quiet urban beauty and architectural harmony."
+        ],
+        "level_4": [
+          "The video starts with a static wide shot of a black metal bench centered on a red-and-white tiled plaza floor. Behind it, a modern glass skyscraper reflects the blue sky and surrounding buildings. To the left, a stone building with large columns and stone lion statues is partially visible. A balustrade railing runs along the edge of the plaza, separating it from the street below.",
+          "The camera begins a slow leftward pan, bringing the stone lion statues into full view atop their pedestals beside the grand stone building. The balustrade railing extends across the frame, and a classic streetlamp appears near the railing’s corner. The red-and-white tile pattern dominates the foreground, creating strong visual lines that guide the eye toward the architectural elements.",
+          "Continuing the leftward pan, the camera reveals more of the stone building’s façade and the full majesty of the lion statues. Reflections in the glass skyscraper shift subtly as the camera moves, showing distorted images of nearby buildings and clouds. The black metal bench remains centered in the lower third of the frame, serving as a visual anchor throughout the movement.",
+          "The camera now begins to arc around the back of the bench, shifting perspective to reveal the opposite side of the plaza. More benches and trash receptacles come into view, arranged symmetrically along the balustrade. The glass skyscraper looms overhead, its reflective surface capturing dynamic sky patterns. The stone building with statues is now visible in the background, maintaining continuity.",
+          "As the camera continues its circular motion, it captures the interplay of light and shadow on the red-and-white tiled floor. The black metal bench is now viewed from behind, its slats and ornate legs clearly visible. Reflections in the glass building become more pronounced, showing the movement of clouds and the silhouette of distant towers. The balustrade railing curves gracefully along the plaza’s edge.",
+          "The camera sweeps further right, completing more than half its circular path. The stone building with statues reappears in the distance, framed by the glass skyscraper’s reflection. A second streetlamp comes into view near the railing, echoing the first. The red-and-white tile pattern creates rhythmic diagonals across the frame, reinforcing the plaza’s geometric design.",
+          "Now nearing the end of its arc, the camera positions itself slightly to the right of the bench’s original front-facing angle. The black metal bench is again central, but now seen from a three-quarter rear perspective. The glass skyscraper fills the upper frame, its reflections shimmering with ambient light. The balustrade railing and stone lion statues remain visible in the periphery, ensuring visual cohesion.",
+          "Finally, the camera gently zooms in on the black metal bench, focusing on its intricate armrests and slatted back. The red-and-white tiled floor stretches out beneath it, while the glass skyscraper and stone building with statues form a layered backdrop. The lighting is bright and even, suggesting midday sun. The video ends with this intimate close-up, leaving the viewer with a sense of quiet urban beauty and architectural harmony."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the black metal bench still centered in the frame when the camera returns to its starting position?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "bbf8c5ad205b3ac0f25a9da09048b54b1b47a2240e62b9635ac0de5fe7f1b118_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Are the stone lion statues visible to the right of the bench during the camera’s forward movement?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "bbf8c5ad205b3ac0f25a9da09048b54b1b47a2240e62b9635ac0de5fe7f1b118_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the black metal bench remain the same object throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507306"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the bench's role in the video?",
+          "options": [
+            "A. A transient decorative element",
+            "B. A focal point that remains consistent across views",
+            "C. An object that changes form with camera angle",
+            "D. A background element only visible briefly"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507341"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the bench’s shape change when viewed from behind versus the front?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507353"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "What feature of the bench must remain geometrically consistent during the camera arc?",
+          "options": [
+            "A. Its color",
+            "B. Its slatted back and curved armrests",
+            "C. Its position on the floor",
+            "D. Its reflection in glass"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507360"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the camera complete a 360-degree rotation around the bench?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507368"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What must be preserved when the camera returns to the original viewpoint?",
+          "options": [
+            "A. Only the bench’s appearance",
+            "B. The relative positions of the buildings and sky",
+            "C. The lighting direction and shadow patterns",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507375"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Do the reflections in the glass building show the correct surrounding environment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507382"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "Which of the following should appear in the glass building’s reflection when the camera pans left?",
+          "options": [
+            "A. The stone lion statues",
+            "B. The red-and-white tiled floor",
+            "C. The sky and adjacent buildings",
+            "D. The camera itself"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507389"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the stone building with lion statues reappear in the same state when seen again?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507396"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When the stone building reappears after occlusion, what must remain consistent?",
+          "options": [
+            "A. Its color and texture",
+            "B. The number and position of lion statues",
+            "C. Its relative distance from the bench",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507403"
+        },
+        {
+          "question": "Is the black metal bench still centered in the frame when the camera returns to its starting position?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "13",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Are the stone lion statues visible to the right of the bench during the camera’s forward movement?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "14",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the black metal bench remain the same object throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507306"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the bench's role in the video?",
+          "options": [
+            "A. A transient decorative element",
+            "B. A focal point that remains consistent across views",
+            "C. An object that changes form with camera angle",
+            "D. A background element only visible briefly"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507341"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Does the bench’s shape change when viewed from behind versus the front?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507353"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "What feature of the bench must remain geometrically consistent during the camera arc?",
+          "options": [
+            "A. Its color",
+            "B. Its slatted back and curved armrests",
+            "C. Its position on the floor",
+            "D. Its reflection in glass"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507360"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the camera complete a 360-degree rotation around the bench?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507368"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "What must be preserved when the camera returns to the original viewpoint?",
+          "options": [
+            "A. Only the bench’s appearance",
+            "B. The relative positions of the buildings and sky",
+            "C. The lighting direction and shadow patterns",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507375"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Do the reflections in the glass building show the correct surrounding environment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507382"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which of the following should appear in the glass building’s reflection when the camera pans left?",
+          "options": [
+            "A. The stone lion statues",
+            "B. The red-and-white tiled floor",
+            "C. The sky and adjacent buildings",
+            "D. The camera itself"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507389"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the stone building with lion statues reappear in the same state when seen again?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507396"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "When the stone building reappears after occlusion, what must remain consistent?",
+          "options": [
+            "A. Its color and texture",
+            "B. The number and position of lion statues",
+            "C. Its relative distance from the bench",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507403"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Does the reflection in the glass skyscraper show passing clouds and nearby buildings, as described in the prompt?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt explicitly states that reflections in the glass building’s facade include 'passing clouds and nearby architecture,' confirming that the reflected content matches real-world elements.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336768"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "Which of the following objects should be visible in the reflection of the glass skyscraper when the camera is positioned to the left of the bench?",
+          "options": [
+            "A. The black metal bench and the stone lion statues",
+            "B. Only the sky and clouds",
+            "C. The balustrade railing and streetlamp",
+            "D. The red-and-white tiled floor"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "From the left side of the bench, the stone lion statues and the bench itself are prominent in the scene; since the glass skyscraper reflects surrounding architecture, these elements should appear in the reflection. The prompt confirms reflections include nearby buildings and structures.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336807"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "Is the reflection of the stone building with lion statues visible in the glass skyscraper when the camera is on the right side of the bench?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "In Segment 6, the prompt notes that the stone building with statues reappears in the distance, framed by the glass skyscraper’s reflection. This indicates the reflection includes the stone building, matching its actual presence.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336817"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "multiple_choice",
+          "question": "When the camera is behind the bench, what should be reflected in the glass skyscraper?",
+          "options": [
+            "A. The front of the bench and the plaza entrance",
+            "B. The back of the bench and the stone building",
+            "C. The sky and clouds only",
+            "D. The balustrade railing and streetlamp"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The camera position behind the bench (Segment 5) faces toward the stone building and statues. Since the glass skyscraper reflects the environment opposite it, it should reflect the stone building and possibly the back of the bench, maintaining spatial accuracy.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336824"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "binary",
+          "question": "Does the reflection in the glass skyscraper include the classic streetlamp when the camera is near the left edge of the plaza?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The streetlamp appears near the railing during the leftward pan (Segment 2). Given its proximity to the reflective surface, it should be visible in the glass skyscraper’s reflection at that moment, consistent with the environment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336831"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "When the camera returns to a similar position after circling around the bench, does the reflection in the glass skyscraper remain consistent with earlier views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The camera completes a circular path and returns to a frontal perspective (Segment 7), where the same background elements—stone building, statues, and sky—are visible. The reflection must match prior scenes if the environment hasn't changed, ensuring temporal consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336841"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "If the sky changes from clear to cloudy between Segment 3 and Segment 8, how should the reflection in the glass skyscraper change?",
+          "options": [
+            "A. It should show more cloud movement and darker tones",
+            "B. It should remain unchanged as the sky was already cloudy",
+            "C. It should reflect only the bench and not the sky",
+            "D. It should mirror the interior of the building"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt describes moving clouds in the reflection, implying dynamic lighting. If the sky becomes cloudier, the reflection must update accordingly to maintain realism and temporal coherence.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336848"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Does the reflection of the stone lion statues remain visible in the glass skyscraper throughout the entire video sequence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The statues are only visible in certain camera angles (e.g., Segments 2–3 and 6–7). When the camera moves away from their line of sight, they should no longer appear in the reflection. Thus, their presence in the reflection is time-dependent.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336854"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "multiple_choice",
+          "question": "When the camera first sees the stone building with lion statues (Segment 2), and later sees it again in the background (Segment 4), what should be true about the reflection in the glass skyscraper?",
+          "options": [
+            "A. The reflection should show the same architectural details both times",
+            "B. The reflection should only show the bench",
+            "C. The reflection should show the sky but not the building",
+            "D. The reflection should be distorted differently due to camera angle"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The stone building remains structurally unchanged. If the camera returns to a similar viewing angle, the reflection should display consistent architectural features, assuming no environmental changes.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336861"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "binary",
+          "question": "Does the reflection in the glass skyscraper update when the camera moves past the trash receptacles in Segment 4?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "As the camera moves, new objects like trash bins enter the field of view. The reflective surface should incorporate them into the reflection when they come into alignment with the glass's orientation, ensuring temporal updates.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336868"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "As the camera pans left, does the reflection in the glass skyscraper shift to show the stone building and lion statues?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The camera’s leftward movement brings the stone building into view (Segment 2), so the reflection in the glass skyscraper should dynamically adjust to include this structure based on the changing viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336875"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "When the camera is directly behind the bench, which direction should the reflection in the glass skyscraper face?",
+          "options": [
+            "A. Toward the stone building with lion statues",
+            "B. Toward the street below the plaza",
+            "C. Toward the initial camera position",
+            "D. Toward the sky only"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "From behind the bench, the camera looks toward the stone building. The glass skyscraper reflects the environment opposite it, so it should reflect the stone building and its surroundings, aligning with the current viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336881"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "When the camera completes its circular motion and returns to the original position, does the reflection in the glass skyscraper show the same sky and building layout as at the start?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Returning to the initial position (Segment 8) means the same spatial relationship exists. Therefore, the reflection should mirror the original scene, maintaining viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336888"
+          }
+        },
+        {
+          "question_id": "38",
+          "type": "multiple_choice",
+          "question": "As the camera sweeps right from behind the bench, how should the reflection in the glass skyscraper change?",
+          "options": [
+            "A. It should show less of the stone building and more of the sky",
+            "B. It should reflect the bench’s back and the trash bins",
+            "C. It should show the streetlamp and railing clearly",
+            "D. It should remain static regardless of camera movement"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Sweeping right reduces the visibility of the stone building and increases exposure to open sky. The reflection should adapt to this shift in perspective, showing a broader sky view and less of the building.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336894"
+          }
+        },
+        {
+          "question_id": "39",
+          "type": "binary",
+          "question": "Does the reflection in the glass skyscraper show the correct relative position of the black metal bench when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The bench is consistently centered or anchored in the frame across segments. Its reflection in the glass should appear in the correct location relative to the viewer’s position, preserving spatial logic.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336900"
+          }
+        },
+        {
+          "question_id": "40",
+          "type": "multiple_choice",
+          "question": "When the camera is at the far left of the plaza, which part of the environment should be most prominent in the glass skyscraper’s reflection?",
+          "options": [
+            "A. The red-and-white tiled floor",
+            "B. The stone lion statues and building",
+            "C. The sky and clouds only",
+            "D. The back of the bench"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "At the far left, the stone building and lion statues dominate the foreground. Their proximity and visibility mean they should be the most prominent elements in the reflection, reflecting the actual scene accurately.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336906"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_8b2495421084723ea2151e09fbb096adf682f541eb2a42c26ce57578b56d8a97"
+  },
+  {
+    "task_id": "mem_dl3dv_03b2e3fb03fd24c0aff0c5f90b57cb735d3ff9637aa549a2dc2f7bcdad5a040d",
+    "instance_id": "mem_dl3dv_03b2e3fb03fd24c0aff0c5f90b57cb735d3ff9637aa549a2dc2f7bcdad5a040d",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_03b2e3fb03fd24c0aff0c5f90b57cb735d3ff9637aa549a2dc2f7bcdad5a040d.mp4",
+      "total_frames": 350,
+      "fps": 15.0,
+      "duration_sec": 23.33,
+      "reference_image_path": "inference_img/mem_dl3dv_03b2e3fb03fd24c0aff0c5f90b57cb735d3ff9637aa549a2dc2f7bcdad5a040d_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle shot of a cozy, well-lit living room featuring a white metal ironing board positioned centrally in the frame, covered with a floral-patterned fabric. The camera slowly pans clockwise around the ironing board, revealing a beige sectional sofa adorned with a patterned blanket and multiple throw pillows to the left. Behind the sofa, a large flat-screen TV mounted on a black TV stand displays a vibrant cityscape scene. To the right, a matching beige armchair holds an orange pillow and sits beside a tall floor lamp near a window draped with sheer curtains. As the camera continues its circular motion, the kitchen counter becomes visible in the background through an open-plan layout, showing bar stools and modern appliances. On the wall above the sofa, several framed photos are neatly arranged. The camera tilts slightly upward and downward during the pan, emphasizing the ironing board’s structure and the decorative patterns on its cover. The movement is smooth and continuous, ensuring every landmark is captured: the TV displaying cityscape, black TV stand, beige sofa with patterned blanket, kitchen counter visible in background, armchair with orange pillow, wall-mounted framed photos, ironing board center frame, floor lamp near window, beige sectional sofa, and ironing board with floral-patterned cover. Finally, the camera completes its 360-degree orbit, returning to the initial angle, reinforcing the spatial relationships and symmetry of the room while maintaining consistent lighting and depth throughout."
+        ],
+        "level_2": [
+          "The video begins with a slow clockwise pan around a central white metal ironing board covered with a floral-patterned fabric. In the first third, the camera reveals a beige sectional sofa with a patterned blanket and throw pillows to the left, while a large flat-screen TV on a black TV stand displays a cityscape behind it. A floor lamp stands near a window with sheer curtains to the far right, and wall-mounted framed photos line the wall above the sofa. The camera smoothly transitions, capturing the ironing board's position as the focal point while introducing the armchair with an orange pillow entering the frame from the right.",
+          "Continuing from the previous segment, the camera pans further clockwise, bringing the beige armchair with the orange pillow into full view alongside the floor lamp near the window. The kitchen counter becomes visible in the background through the open-plan layout, showing bar stools and modern appliances. The ironing board remains centered, its floral cover and structural legs clearly visible. The camera tilts slightly to emphasize the height and texture of the ironing board while maintaining visibility of the TV displaying the cityscape and the black TV stand beneath it. The beige sectional sofa remains partially in view on the left, anchoring the scene’s continuity.",
+          "Finally, the camera completes its circular motion, returning to the initial framing. The ironing board with its floral-patterned cover remains the centerpiece, now viewed from the opposite side. The beige sectional sofa reappears prominently on the left, its patterned blanket and pillows fully visible. The TV still displays the cityscape atop the black TV stand, and the wall-mounted framed photos remain in place above the sofa. The armchair with the orange pillow and the floor lamp near the window are now seen from behind, completing the spatial loop. The kitchen counter in the background is briefly revisited as the camera tilts slightly downward before stabilizing, ensuring all mandatory landmarks have been visually reinforced in their spatial context."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle shot focused on a white metal ironing board centered in the frame, covered with a floral-patterned fabric. To the left, a beige sectional sofa with a patterned blanket and throw pillows is partially visible. Behind it, a large flat-screen TV on a black TV stand displays a cityscape, and wall-mounted framed photos appear above the sofa. The camera begins a slow clockwise pan, tilting slightly upward to capture the top edge of the ironing board and the framed photos more clearly.",
+          "20-40%: Continuing the pan, the camera reveals more of the beige sectional sofa and the TV displaying the cityscape, with the black TV stand remaining visible beneath. The ironing board stays centered, its legs and floral cover detailed. The camera moves further clockwise, bringing a beige armchair with an orange pillow into view on the right, alongside a tall floor lamp near a window with sheer curtains. The kitchen counter in the background begins to come into view through the open-plan layout.",
+          "40-60%: The pan continues, now fully showcasing the armchair with the orange pillow and the floor lamp near the window; the kitchen counter in the background is clearly visible, showing bar stools and modern appliances. The ironing board remains the visual anchor, with its structure and floral cover prominent. The camera tilts slightly downward to emphasize the base of the ironing board and the carpeted floor. As the motion progresses, the beige sectional sofa reappears on the left, its patterned blanket and pillows visible again, and the TV and black TV stand are seen from a new angle, with the wall-mounted framed photos still in view above the sofa.",
+          "60-80%: The camera continues its circular motion, capturing the ironing board from a rear-three-quarter view. The kitchen counter remains visible in the background, and the armchair with the orange pillow is now seen from behind, while the floor lamp near the window stays in frame. The camera maintains steady focus on the ironing board’s floral cover and metallic legs. The pan nears completion, bringing the front of the ironing board back into view, with the beige sectional sofa dominating the left side of the frame, its patterned blanket and pillows clearly displayed. The TV on the black TV stand continues to show the cityscape, and the wall-mounted framed photos are once again aligned above the sofa.",
+          "80-100%: Finally, the camera returns to the initial starting angle, completing the 360-degree orbit. The ironing board with its floral-patterned cover is centered, flanked by the beige sectional sofa on the left and the armchair with the orange pillow on the right. The TV displaying the cityscape, black TV stand, kitchen counter in the background, floor lamp near the window, and wall-mounted framed photos are all visually reaffirmed in their spatial positions. The camera stabilizes after a slight downward tilt, ensuring full continuity and completeness of the scene with consistent lighting and depth."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle shot focused on a white metal ironing board centered in the frame, covered with a floral-patterned fabric. To the left, a beige sectional sofa with a patterned blanket and throw pillows is partially visible. Behind it, a large flat-screen TV on a black TV stand displays a cityscape. Wall-mounted framed photos appear above the sofa. The camera begins a slow clockwise pan.",
+          "Part 2/8: Continuing the pan, the camera reveals more of the beige sectional sofa and the TV displaying the cityscape. The black TV stand remains visible beneath. The ironing board stays centered, its legs and floral cover detailed. The camera angle tilts slightly upward, capturing the top edge of the ironing board and the framed photos more clearly.",
+          "Part 3/8: The camera moves further clockwise, bringing a beige armchair with an orange pillow into view on the right. A tall floor lamp near a window with sheer curtains appears beside the armchair. The ironing board remains central, its floral pattern prominent. The kitchen counter in the background begins to come into view through the open-plan layout.",
+          "Part 4/8: The pan continues, now fully showcasing the armchair with the orange pillow and the floor lamp near the window. The kitchen counter in the background is clearly visible, showing bar stools and modern appliances. The ironing board’s structure and floral cover remain the visual anchor. The camera tilts slightly down to emphasize the base of the ironing board and the carpeted floor.",
+          "Part 5/8: The camera pans further, now revealing the backside of the ironing board. The beige sectional sofa reappears on the left, its patterned blanket and pillows visible again. The TV displaying the cityscape and the black TV stand are seen from a new angle. The wall-mounted framed photos remain in view above the sofa.",
+          "Part 6/8: Continuing the circular motion, the camera captures the ironing board from a rear-three-quarter view. The kitchen counter is still visible in the background, and the armchair with the orange pillow is now seen from behind. The floor lamp near the window remains in frame. The camera maintains steady focus on the ironing board’s floral cover and metallic legs.",
+          "Part 7/8: The camera nears completion of its 360-degree orbit, bringing the front of the ironing board back into view. The beige sectional sofa dominates the left side of the frame, with its patterned blanket and pillows clearly displayed. The TV on the black TV stand continues to show the cityscape. The wall-mounted framed photos are once again aligned above the sofa.",
+          "Part 8/8: Finally, the camera returns to the initial starting angle, completing the circular pan. The ironing board with its floral-patterned cover is centered, flanked by the beige sectional sofa on the left and the armchair with the orange pillow on the right. The TV displaying the cityscape, black TV stand, kitchen counter in the background, floor lamp near the window, and wall-mounted framed photos are all visually reaffirmed in their spatial positions, ensuring full continuity and completeness of the scene."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the beige sofa with the patterned blanket still visible on the left side when the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "b347867d8528dbf70f534703ef3dbf118d3a315f9396c4b8b41db40136d776c9_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Are the wall-mounted framed photos visible above the sofa throughout the camera’s movement?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "b347867d8528dbf70f534703ef3dbf118d3a315f9396c4b8b41db40136d776c9_1_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the ironing board retain its white metal structure and floral-patterned cover throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:10.613791"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the ironing board's consistency across the video?",
+          "options": [
+            "A. The ironing board changes to wooden in later segments",
+            "B. The ironing board remains consistently white metal with floral cover",
+            "C. The floral pattern disappears in the final segment",
+            "D. The ironing board becomes transparent during the pan"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:10.613827"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the ironing board’s structure (legs, height) consistently depicted across all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:10.613839"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "What happens to the ironing board’s structure when viewed from behind in Part 6/8?",
+          "options": [
+            "A. It appears distorted",
+            "B. Its metallic legs remain visible",
+            "C. It collapses into a flat surface",
+            "D. It vanishes from view"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:10.613846"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the floral-patterned fabric on the ironing board appear consistent in texture and pattern across all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:10.613853"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "How is the ironing board’s cover described in the final segment?",
+          "options": [
+            "A. Plain white",
+            "B. Floral-patterned fabric",
+            "C. Blue checkered",
+            "D. Not visible"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:10.613860"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree pan and return to the initial framing?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:10.613867"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "What must be preserved at the end of the video to satisfy horizontal loop memory?",
+          "options": [
+            "A. Only the ironing board",
+            "B. All landmarks in their original positions",
+            "C. The camera tilt only",
+            "D. The lighting intensity"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:10.613873"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the kitchen counter remain consistent in appearance when revisited in the final segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:10.613880"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the initial view, what should be true about the background?",
+          "options": [
+            "A. It shows new objects not seen before",
+            "B. It matches the original layout",
+            "C. It is darker than before",
+            "D. It is partially obscured"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:10.613887"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_03b2e3fb03fd24c0aff0c5f90b57cb735d3ff9637aa549a2dc2f7bcdad5a040d"
+  },
+  {
+    "task_id": "mem_dl3dv_bafe35be4993582f4897ba101902ddf424b3c6c0e2b98d8ca8b40ba2814c535c",
+    "instance_id": "mem_dl3dv_bafe35be4993582f4897ba101902ddf424b3c6c0e2b98d8ca8b40ba2814c535c",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_bafe35be4993582f4897ba101902ddf424b3c6c0e2b98d8ca8b40ba2814c535c.mp4",
+      "total_frames": 421,
+      "fps": 15.0,
+      "duration_sec": 28.07,
+      "reference_image_path": "inference_img/mem_dl3dv_bafe35be4993582f4897ba101902ddf424b3c6c0e2b98d8ca8b40ba2814c535c_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a low-angle shot of a black office chair spinning slowly on a beige carpeted floor in a cozy living room. The chair is completely covered by a patterned fabric featuring large circles in shades of purple, beige, and white. As the chair rotates clockwise, the camera follows its motion, revealing more of the room: a beige sectional sofa draped with a gray blanket featuring leaf patterns, a red ergonomic office chair in the background near a window with sheer curtains, and a large flat-screen TV mounted on a black TV stand displaying a bright cityscape. A tall floor lamp stands beside the sofa, casting soft ambient light. The camera continues to orbit around the spinning chair, occasionally tilting upward to show the fabric billowing slightly as it turns, then dipping down to reveal the black five-star base and wheels rolling smoothly over the plush carpet. Continuing from this motion, the camera pans left to capture the full layout — including a small side table next to the sofa, framed pictures on the wall, and the TV stand’s sleek design with visible speakers and media devices. The chair keeps rotating, now offering views of the opposite wall where another armchair and shelving unit are visible. Finally, the camera moves closer, zooming in on the textured fabric as it swirls around the chair’s contours, then pulls back slightly to frame the entire scene once more — the spinning chair at center, surrounded by the warm domestic setting, with the cityscape still glowing on the TV screen and the red office chair and beige sofa anchoring the composition."
+        ],
+        "level_2": [
+          "The video begins with a close-up low-angle view of a black office chair spinning slowly on a beige carpeted floor. The chair is fully enveloped in a colorful patterned fabric with large circular motifs in purple, beige, and white. As the chair rotates clockwise, the camera orbits around it, gradually revealing the surrounding living room: a beige sectional sofa covered with a gray leaf-patterned blanket, a red ergonomic office chair positioned near a window with sheer curtains, and a large TV on a black TV stand displaying a vibrant cityscape. A floor lamp stands beside the sofa, contributing to the room’s warm lighting. The camera movement is smooth and continuous, tracking the chair’s rotation while keeping the background elements consistently in frame.",
+          "Continuing from the previous segment, the camera maintains its orbital path around the spinning chair, now capturing additional details of the environment. The black chair base and its five caster wheels are clearly visible as they glide across the carpet. The camera tilts downward briefly to emphasize the chair’s mechanics before rising again to show the TV screen’s cityscape and the black TV stand beneath it. The beige sectional sofa remains prominent in the background, along with the red ergonomic chair and the floor lamp. Framed artwork on the walls and a small side table next to the sofa become more noticeable as the camera circles. The patterned fabric continues to drape dynamically over the chair, catching light and shadow as it spins.",
+          "Finally, the camera moves in for a tighter shot of the fabric-covered chair as it completes its rotation, highlighting the texture and flow of the material. It then pulls back slightly to reframe the entire scene — the chair centered in the room, surrounded by the beige sectional sofa, the red office chair, and the TV on its black stand still displaying the cityscape. The carpeted flooring extends throughout the space, enhancing the cozy atmosphere. The camera lingers on this final composition, allowing viewers to absorb the full context: the interplay between the moving chair, the static furniture, and the ambient lighting from the floor lamp and TV screen. The video ends with the chair still gently rotating, the fabric softly swaying, and all mandatory landmarks — red office chair, TV displaying cityscape, carpeted floor, black TV stand, beige sofa with patterned blanket, TV on black stand, red ergonomic chair, floor lamp, carpeted flooring, patterned fabric covering chair, beige sectional sofa, black chair base and wheels — clearly present and visually cohesive."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle shot of a black office chair spinning slowly on a beige carpeted floor. The chair is entirely wrapped in a patterned fabric featuring large circles in purple, beige, and white. As the chair rotates clockwise, the camera begins orbiting it, revealing the background: a beige sectional sofa draped with a gray leaf-patterned blanket, a red ergonomic office chair near a window with sheer curtains, and a tall floor lamp beside the sofa casting soft ambient light.",
+          "20-40%: Continuing its orbital path, the camera reveals more of the room: a large flat-screen TV mounted on a black TV stand displaying a bright cityscape. The camera tilts downward to show the black five-star base and caster wheels gliding smoothly over the carpet, then rises again to reframe the TV screen and surrounding furniture. Framed pictures on the wall and a small side table next to the sofa become visible as the camera circles, while the patterned fabric billows slightly with each rotation.",
+          "40-60%: The camera moves closer, zooming in on the texture and flow of the fabric as it wraps around the chair’s contours, highlighting the interplay of colors and shapes. The rotation slows slightly, allowing appreciation of the material’s movement. In the periphery, the red office chair, beige sectional sofa, and floor lamp remain visible, anchoring the scene. The black TV stand with speakers and media devices is also clearly seen as the camera maintains its smooth tracking motion.",
+          "60-80%: Pulling back slightly, the camera captures a wider view of the living room, emphasizing the spatial relationship among the spinning chair, TV on its black stand, sofa, and red office chair. The floor lamp’s warm glow complements the ambient light from the TV screen. The camera then refocuses on the chair’s base and wheels, underscoring their smooth movement across the carpet, while the fabric continues to sway gracefully. Background elements—including the leaf-patterned blanket and framed wall art—remain consistently present.",
+          "80-100%: The camera frames the entire scene one final time: the spinning chair centered in the room, surrounded by the beige sectional sofa with blanket, red ergonomic chair, black TV stand displaying the cityscape, floor lamp, and carpeted flooring. All mandatory landmarks are cohesively integrated: black chair base and wheels, patterned fabric covering the chair, TV on black stand, red office chair, beige sofa, carpeted floor, and ambient lighting. The video ends with the chair still rotating gently and the fabric softly flowing."
+        ],
+        "level_4": [
+          "The video opens with a low-angle shot of a black office chair spinning slowly on a beige carpeted floor. The chair is entirely wrapped in a patterned fabric with large circles in purple, beige, and white. In the background, a beige sectional sofa with a gray leaf-patterned blanket is visible, along with a red ergonomic office chair near a window with sheer curtains. The camera begins to orbit the chair clockwise.",
+          "As the chair continues to rotate, the camera reveals more of the room: a large TV on a black TV stand displaying a bright cityscape. A tall floor lamp stands beside the sofa, illuminating the area. The camera tracks the chair’s motion closely, maintaining focus on the swirling fabric while keeping the red office chair and TV in the background.",
+          "The camera tilts downward, showing the black five-star base and caster wheels of the office chair gliding smoothly over the carpeted flooring. It then rises slightly to capture the TV screen’s cityscape again, emphasizing the contrast between the dynamic chair and the static urban image. The beige sectional sofa and red ergonomic chair remain anchored in the frame.",
+          "Continuing its orbit, the camera pans left to reveal a small side table beside the sofa and framed pictures hanging on the wall. The patterned fabric covering the chair billows slightly with each rotation. The black TV stand and its contents — including speakers and media devices — come into clearer view as the camera circles.",
+          "The camera moves closer to the chair, zooming in on the texture of the fabric as it wraps around the chair’s contours. The rotation slows slightly, allowing the viewer to appreciate the interplay of colors and shapes in the pattern. The red office chair and beige sofa remain visible in the periphery, grounding the scene.",
+          "Pulling back slightly, the camera captures a wider view of the living room, showing the spatial relationship between the spinning chair, the TV on its black stand, and the surrounding furniture. The floor lamp casts a warm glow, complementing the ambient light from the TV screen. The carpeted flooring extends throughout, adding to the room’s comfort.",
+          "The camera now focuses on the chair’s base and wheels again, emphasizing their smooth movement across the carpet. The patterned fabric continues to sway gracefully as the chair rotates. In the background, the red ergonomic chair and beige sectional sofa with its leaf-patterned blanket provide visual balance to the composition.",
+          "Finally, the camera frames the entire scene one last time: the spinning chair at center, the TV displaying the cityscape on its black stand, the beige sofa with blanket, the red office chair, the floor lamp, and the carpeted flooring. The black chair base and wheels are clearly visible, completing the visual narrative. The video ends with the chair still rotating gently, the fabric softly flowing, and all mandatory landmarks cohesively integrated into the frame."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "After the camera completes its rotation, is the beige sofa with the patterned blanket still visible in the same relative position to the chair?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "c7b29fb2cb296214d8eff84b56d6af9aa9b46dc382dc18aeaffa8b798a3ce701_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "When the camera tilts back up after focusing on the chair base, does the patterned fabric covering the chair reappear in the frame?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "c7b29fb2cb296214d8eff84b56d6af9aa9b46dc382dc18aeaffa8b798a3ce701_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "As the camera moves around the chair, does the red ergonomic chair remain consistently visible in the background?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "c7b29fb2cb296214d8eff84b56d6af9aa9b46dc382dc18aeaffa8b798a3ce701_2_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Is the floor lamp visible at multiple points during the camera's movement, confirming spatial continuity?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "c7b29fb2cb296214d8eff84b56d6af9aa9b46dc382dc18aeaffa8b798a3ce701_2_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the patterned fabric covering the chair remain consistent in color and design across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:36.373652"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the chair's appearance throughout the video?",
+          "options": [
+            "A. The chair changes color during rotation",
+            "B. The chair loses its fabric in later segments",
+            "C. The chair maintains the same patterned fabric throughout",
+            "D. The chair transforms into a different type of furniture"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:36.373685"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Is the texture of the fabric visible and consistent during close-up shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:36.373697"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What happens to the fabric texture during the zoom-in in Segment 5?",
+          "options": [
+            "A. It becomes pixelated",
+            "B. It shows detailed interplay of colors and shapes",
+            "C. It disappears",
+            "D. It changes pattern"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:36.373704"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree orbit around the chair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:36.373717"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "How does the final frame compare to the initial frame?",
+          "options": [
+            "A. The chair is in a different position",
+            "B. The background elements are rearranged",
+            "C. The scene returns to a similar composition",
+            "D. The lighting changes drastically"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:36.373724"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Do the framed pictures on the wall remain in the same location when the camera pans left?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:36.373732"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the area near the sofa, which element must be consistent?",
+          "options": [
+            "A. The blanket changes pattern",
+            "B. The side table remains in place",
+            "C. The floor lamp disappears",
+            "D. The carpet color shifts"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:36.373738"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_bafe35be4993582f4897ba101902ddf424b3c6c0e2b98d8ca8b40ba2814c535c"
+  },
+  {
+    "task_id": "mem_dl3dv_24a8010495c131df0a5adee79e0a26e7ca8d5782323c270578aa808413427164",
+    "instance_id": "mem_dl3dv_24a8010495c131df0a5adee79e0a26e7ca8d5782323c270578aa808413427164",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_24a8010495c131df0a5adee79e0a26e7ca8d5782323c270578aa808413427164.mp4",
+      "total_frames": 326,
+      "fps": 15.0,
+      "duration_sec": 21.73,
+      "reference_image_path": "inference_img/mem_dl3dv_24a8010495c131df0a5adee79e0a26e7ca8d5782323c270578aa808413427164_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a close-up, low-angle shot of an ornate brass wall sconce mounted against a textured, muted mauve wall. The sconce features two frosted glass lampshades, each shaped like an inverted bell with a slightly flared rim, glowing softly from within. At the apex of the central column is a leaf-like finial, delicately sculpted and gleaming under ambient light. The camera slowly tilts upward, revealing the full vertical structure of the sconce — its polished brass body adorned with ridged detailing and classical motifs. As the camera pans right, the curved decorative arm connecting the two lampshades comes into view, showcasing intricate horizontal grooves and fluted edges. The camera then circles back left, offering a dynamic perspective that emphasizes the symmetry and craftsmanship of the fixture. Continuing from this motion, the camera tilts downward slightly to reframe the lower portion of the sconce, highlighting the robust mounting plate and the elegant curvature of the arms extending outward. Finally, the camera pulls back slightly while rotating clockwise, capturing both lampshades in full profile as they cast a warm, diffused glow on the surrounding wall, ending with a centered composition that balances the leaf-like finial at the top, the frosted glass lampshades in the middle, and the brass decorative sconce arm anchoring the base — all elements clearly visible and harmoniously framed."
+        ],
+        "level_2": [
+          "The video starts with a low-angle close-up of an ornate brass wall sconce against a textured mauve wall. Two frosted glass lampshades glow softly, each shaped like an inverted bell. At the top of the central column is a leaf-like finial. The camera slowly tilts up, revealing the polished brass body with ridged detailing and classical motifs. The brass decorative sconce arm begins to come into view as the camera pans right.",
+          "Continuing from the previous segment, the camera completes its rightward pan, fully revealing the curved decorative arm connecting the two lampshades, showcasing its intricate horizontal grooves and fluted edges. The camera then begins to circle back left, emphasizing the symmetry of the fixture. It tilts downward slightly to reframe the lower portion, highlighting the robust mounting plate and the elegant curvature of the arms. The brass decorative sconce arm remains prominently featured throughout this motion.",
+          "Finally, the camera pulls back slightly while rotating clockwise, capturing both frosted glass lampshades in full profile as they cast a warm, diffused glow. The leaf-like finial at the top, the glowing lampshades in the center, and the brass decorative sconce arm anchoring the base are all clearly visible and harmoniously framed in the final centered composition, concluding the sequence with a balanced and detailed view of the entire fixture."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle close-up of an ornate brass wall sconce mounted against a textured mauve wall. The two frosted glass lampshades glow softly, shaped like inverted bells with flared rims. The leaf-like finial at the top of the central column is partially visible. The camera slowly tilts upward, bringing the leaf-like finial into full view — delicately sculpted and gleaming — while the polished brass body with ridged detailing becomes more prominent and the upper section of the brass decorative sconce arm begins to appear.",
+          "20-40%: Continuing the upward tilt, the camera reveals the full vertical structure of the sconce. The brass decorative sconce arm curves gracefully between the two lampshades, displaying intricate horizontal grooves and fluted edges. The frosted glass lampshades remain glowing and symmetrical. The camera then pans right, offering a side profile of the sconce; the brass decorative sconce arm is now fully visible, connecting the two lampshades with elegant curvature, and the texture of the mauve wall is subtly illuminated by the soft glow from the frosted glass lampshades.",
+          "40-60%: The camera begins to circle back left, repositioning to emphasize the symmetry of the fixture. The leaf-like finial at the top remains in frame, while the lower portion of the sconce — including the mounting plate and arm curvature — comes into focus. The camera then tilts downward slightly, reframing the lower half of the sconce. The robust mounting plate and the elegant curve of the brass decorative sconce arm are highlighted. The frosted glass lampshades continue to emit a warm, diffused light.",
+          "60-80%: The camera pulls back slightly while rotating clockwise, capturing both frosted glass lampshades in full profile. The leaf-like finial at the top and the brass decorative sconce arm anchoring the base are both clearly visible as the fixture glows warmly against the wall. This motion maintains the dynamic perspective that emphasizes symmetry and craftsmanship, with the glowing lampshades casting a warm, diffused glow on the surrounding wall.",
+          "80-100%: Finally, the camera settles into a centered, balanced composition. The leaf-like finial at the top, the glowing frosted glass lampshades in the middle, and the brass decorative sconce arm at the base are all harmoniously framed, concluding the video with a complete and detailed view of the ornate fixture. All elements — finial, lampshades, and decorative arm — are clearly visible and balanced within the frame."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle close-up of an ornate brass wall sconce mounted against a textured mauve wall. The two frosted glass lampshades glow softly, shaped like inverted bells with flared rims. The leaf-like finial at the top of the central column is partially visible.",
+          "Part 2/8: The camera slowly tilts upward, bringing the leaf-like finial into full view — delicately sculpted and gleaming. The polished brass body with ridged detailing becomes more prominent, and the upper section of the brass decorative sconce arm begins to appear.",
+          "Part 3/8: Continuing the upward tilt, the camera reveals the full vertical structure of the sconce. The brass decorative sconce arm curves gracefully between the two lampshades, displaying intricate horizontal grooves and fluted edges. The frosted glass lampshades remain glowing and symmetrical.",
+          "Part 4/8: The camera pans right, offering a side profile of the sconce. The brass decorative sconce arm is now fully visible, connecting the two lampshades with elegant curvature. The texture of the mauve wall is subtly illuminated by the soft glow from the frosted glass lampshades.",
+          "Part 5/8: The camera begins to circle back left, repositioning to emphasize the symmetry of the fixture. The leaf-like finial at the top remains in frame, while the lower portion of the sconce — including the mounting plate and arm curvature — comes into focus.",
+          "Part 6/8: The camera tilts downward slightly, reframing the lower half of the sconce. The robust mounting plate and the elegant curve of the brass decorative sconce arm are highlighted. The frosted glass lampshades continue to emit a warm, diffused light.",
+          "Part 7/8: The camera pulls back slightly while rotating clockwise, capturing both frosted glass lampshades in full profile. The leaf-like finial at the top and the brass decorative sconce arm anchoring the base are both clearly visible as the fixture glows warmly against the wall.",
+          "Part 8/8: Finally, the camera settles into a centered, balanced composition. The leaf-like finial at the top, the glowing frosted glass lampshades in the middle, and the brass decorative sconce arm at the base are all harmoniously framed, concluding the video with a complete and detailed view of the ornate fixture."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Does the leaf-like finial at the top of the sconce reappear in view when the camera tilts back up?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "d29560044b6c223d2fb866505b5be076d0b7c17ef879bc5484bcdae8815af353_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the leaf-like finial remain consistently identified as part of the central column throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:25.684057"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which component is introduced gradually and must be recognized as the same element across segments?",
+          "options": [
+            "A. The textured mauve wall",
+            "B. The leaf-like finial",
+            "C. The camera movement",
+            "D. The ambient lighting"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:25.684093"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the curvature of the decorative arm described consistently across different viewing angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:25.684105"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What aspect of the sconce's design must remain unchanged despite changing camera perspectives?",
+          "options": [
+            "A. The color of the wall",
+            "B. The number of lampshades",
+            "C. The fluted edge pattern",
+            "D. The light intensity"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:25.684112"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Are intricate surface details like horizontal grooves and fluted edges mentioned in multiple segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:25.684120"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which detail is emphasized as a key feature of the sconce’s craftsmanship?",
+          "options": [
+            "A. The warm glow",
+            "B. The brass color",
+            "C. The horizontal grooves",
+            "D. The wall texture"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:25.684126"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera move in a way that requires remembering a previously traversed path?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:25.684133"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "Which motion suggests the need for path retracing memory?",
+          "options": [
+            "A. Tilt up",
+            "B. Pan right",
+            "C. Circle back left",
+            "D. Pull back"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:25.684139"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is the background wall described as consistent across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:25.684147"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "What happens to the background when the camera pulls back in the final segment?",
+          "options": [
+            "A. It changes color",
+            "B. It becomes blurred",
+            "C. It remains textured and muted mauve",
+            "D. It disappears"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:25.684153"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_24a8010495c131df0a5adee79e0a26e7ca8d5782323c270578aa808413427164"
+  },
+  {
+    "task_id": "mem_dl3dv_2bc47d6e9895d593b3537d9b2e7f189b9a8604eda114442b8fab0e6fbbc8856d",
+    "instance_id": "mem_dl3dv_2bc47d6e9895d593b3537d9b2e7f189b9a8604eda114442b8fab0e6fbbc8856d",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_2bc47d6e9895d593b3537d9b2e7f189b9a8604eda114442b8fab0e6fbbc8856d.mp4",
+      "total_frames": 378,
+      "fps": 15.0,
+      "duration_sec": 25.2,
+      "reference_image_path": "inference_img/mem_dl3dv_2bc47d6e9895d593b3537d9b2e7f189b9a8604eda114442b8fab0e6fbbc8856d_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, low-to-the-ground shot of a cozy living room centered on a white metal ironing board with a laundry basket perched atop it. The camera slowly rotates clockwise around the ironing board, revealing beige leather sofas arranged in a U-shape, each adorned with patterned throw pillows and scattered clothing. In the background, a large flat-screen TV on a black stand displays a bright outdoor scene; to its left sits a blue exercise ball near a black side table. A tall floor lamp stands beside one sofa, casting warm light. Behind the TV, a wall is decorated with multiple framed pictures of varying sizes. To the far right, a curtained window filters daylight into the room. As the camera continues its circular motion, it dips lower, passing under the ironing board’s legs, offering an up-close view of the carpeted floor and the underside of the board. It then rises slightly, capturing the laundry basket swaying gently as the rotation persists. The camera pans upward briefly to show the ceiling before tilting back down to complete the circle, ending with a stable medium shot that frames the entire arrangement: ironing board central, sofas flanking, TV and exercise ball visible, framed wall art above, and curtains softly diffusing light from the window — all while maintaining smooth, continuous motion throughout."
+        ],
+        "level_2": [
+          "The video starts with a low-angle rotating shot around a white ironing board topped with a laundry basket, positioned in the center of a beige-carpeted living room. Beige sofas with decorative pillows and scattered laundry flank the board. In the background, a large TV on a black stand shows a nature scene; nearby, a blue exercise ball rests beside a black side table. A floor lamp illuminates the corner, and a wall covered in framed pictures looms behind the TV. A curtained window allows soft daylight to enter from the right. The camera moves smoothly clockwise, gradually revealing more of the room’s layout and furnishings.",
+          "Continuing from the initial rotation, the camera lowers its angle and passes beneath the ironing board’s legs, showing the textured carpet and structural supports. As it rises again, the laundry basket wobbles slightly due to the movement. The view sweeps past the sofas, catching glimpses of the TV screen, the blue exercise ball, and the black side table. The camera tilts upward momentarily to reveal the ceiling before descending again, keeping the ironing board as the focal point while showcasing the surrounding decor: framed wall art, floor lamp, and curtained window remain consistently visible as the camera completes half its orbit.",
+          "Finally, the camera continues its clockwise rotation, now completing the full circle around the ironing board. The perspective shifts subtly to emphasize the spatial relationship between the central board and the surrounding elements — sofas, TV on black stand, blue exercise ball, black side table, floor lamp, and wall of framed pictures. The curtained window remains visible on the right, contributing ambient lighting. The camera stabilizes at the end, offering a balanced, symmetrical composition that captures the entire scene: ironing board centered, laundry basket atop, furniture arranged neatly, and all mandatory landmarks clearly present in their respective positions, concluding with a steady, immersive view of the living room."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle, wide shot centered on a white ironing board with a laundry basket resting on top, situated in the middle of a beige-carpeted living room. Beige sofas with patterned pillows are visible on either side. In the background, a TV on a black stand displays a nature scene; a blue exercise ball is partially visible next to a black side table. A floor lamp stands near one sofa, and a wall with framed pictures is seen behind the TV. A curtained window allows daylight to filter in from the right. The camera begins a slow clockwise rotation around the ironing board, revealing more of the left sofa and the black side table beside the blue exercise ball, while the TV screen shows changing outdoor scenery and the wall of framed pictures comes into clearer focus.",
+          "20-40%: Continuing the clockwise rotation, the camera now faces the back wall directly: the framed pictures dominate the upper portion of the frame, with the TV on its black stand centered below them; the ironing board and laundry basket remain in the foreground, slightly off-center. The beige sofas curve around the space, and the blue exercise ball is fully visible beside the black side table; the floor lamp casts a gentle glow on the adjacent sofa. As the rotation proceeds, the camera lowers its angle significantly, dipping beneath the ironing board’s legs to capture the texture of the beige carpet and the metallic structure of the board’s support, with the laundry basket hanging above and partially obscuring the view; glimpses of the sofas, TV, and exercise ball appear through gaps between the legs.",
+          "40-60%: Rising slightly from beneath the board, the camera continues its clockwise sweep, capturing the laundry basket swaying gently as it passes over the ironing board’s surface; the view includes the front-facing sofa, the TV on its black stand, and the blue exercise ball beside the black side table. The wall of framed pictures remains visible behind the TV, and the floor lamp’s shade is now in frame, casting a warm pool of light on the adjacent cushion. The curtained window stays visible on the right edge, contributing ambient lighting, while the ironing board remains the visual anchor and the laundry basket appears slightly tilted due to the camera’s motion.",
+          "60-80%: The camera tilts upward briefly, revealing the ceiling and the top edges of the framed pictures, before descending again to resume its circular path. The ironing board remains central, with the laundry basket appearing more stable now; the curtained window reappears prominently on the right, and the arrangement of the beige sofas frames the scene symmetrically. The black side table and blue exercise ball are consistently positioned in the mid-ground, and the floor lamp’s pole and base are visible on the left. The perspective emphasizes the depth of the room, with sunlight streaming through the sheer curtains illuminating the carpet, and the TV screen flickers with motion.",
+          "80-100%: Completing the full rotation, the camera stabilizes into a medium shot that mirrors the opening frame but from a slightly adjusted angle. The ironing board with the laundry basket is centered, surrounded by the beige sofas, TV on black stand, blue exercise ball, black side table, floor lamp, and wall of framed pictures; the curtained window provides soft backlighting. All mandatory landmarks are clearly visible and spatially consistent, concluding the video with a calm, composed view of the entire living room, maintaining smooth, continuous motion throughout."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle, wide shot centered on a white ironing board with a laundry basket resting on top, situated in the middle of a beige-carpeted living room. Beige sofas with patterned pillows are visible on either side. In the background, a TV on a black stand displays a nature scene. A blue exercise ball is partially visible next to a black side table. A floor lamp stands near one sofa, and a wall with framed pictures is seen behind the TV. A curtained window allows daylight to filter in from the right.",
+          "Part 2/8: The camera begins a slow clockwise rotation around the ironing board. As it turns, the view reveals more of the left sofa and the black side table next to the blue exercise ball. The TV screen remains visible, displaying changing outdoor scenery. The floor lamp’s base becomes more prominent, and the wall of framed pictures comes into clearer focus. The curtained window stays in frame on the right edge, maintaining consistent ambient lighting.",
+          "Part 3/8: Continuing its rotation, the camera now faces the back wall directly. The framed pictures dominate the upper portion of the frame, while the TV on its black stand remains centered below them. The ironing board and laundry basket stay in the foreground, slightly off-center. The beige sofas curve around the space, and the blue exercise ball is now fully visible beside the black side table. The floor lamp casts a gentle glow on the adjacent sofa.",
+          "Part 4/8: The camera rotates further, now showing the right-side sofa and the curtained window more prominently. Sunlight streams through the sheer curtains, illuminating the carpet. The ironing board remains central, but the perspective emphasizes the depth of the room. The TV screen flickers with motion, and the laundry basket atop the board appears slightly tilted due to the camera’s motion. The black side table and blue exercise ball are still visible in the mid-ground.",
+          "Part 5/8: The camera lowers its angle significantly, dipping beneath the ironing board’s legs to capture the texture of the beige carpet and the metallic structure of the board’s support. The laundry basket hangs above, partially obscuring the view. Through the gaps between the legs, glimpses of the sofas, TV, and exercise ball can be seen. The floor lamp’s pole and base are visible on the left, while the curtained window glows softly in the background.",
+          "Part 6/8: Rising slightly, the camera continues its clockwise sweep, now capturing the laundry basket swaying gently as it passes over the ironing board’s surface. The view includes the front-facing sofa, the TV on its black stand, and the blue exercise ball beside the black side table. The wall of framed pictures remains visible behind the TV. The floor lamp’s shade is now in frame, casting a warm pool of light on the adjacent cushion.",
+          "Part 7/8: The camera tilts upward briefly, revealing the ceiling and the top edges of the framed pictures, before descending again to resume its circular path. The ironing board remains the visual anchor, with the laundry basket appearing more stable now. The curtained window reappears on the right, and the arrangement of the beige sofas frames the scene symmetrically. The black side table and blue exercise ball are consistently positioned in the mid-ground.",
+          "Part 8/8: Completing the full rotation, the camera stabilizes into a medium shot that mirrors the opening frame but from a slightly adjusted angle. The ironing board with the laundry basket is centered, surrounded by the beige sofas, TV on black stand, blue exercise ball, black side table, floor lamp, and wall of framed pictures. The curtained window provides soft backlighting. All mandatory landmarks are clearly visible and spatially consistent, concluding the video with a calm, composed view of the entire living room."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the TV on the black stand visible in the background during both the initial and final frames of the rotational sequence?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "d14257fc3a488653f18f1188bf4153d7e31dcf4abe4393164f2dcfd9f8add41f_0_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the ironing board retain its white metal identity throughout the entire rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.532979"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which object is consistently described as 'blue' and located next to a black side table?",
+          "options": [
+            "A. Exercise ball",
+            "B. Ironing board",
+            "C. Floor lamp",
+            "D. TV stand"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533012"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the ironing board’s metallic frame consistently depicted as stable and structurally coherent during the under-board shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533025"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "When the camera passes under the ironing board, what should be preserved about its structure?",
+          "options": [
+            "A. Color only",
+            "B. Shape and support configuration",
+            "C. Texture alone",
+            "D. Lighting effect"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533032"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "After passing under the ironing board, do the sofas and TV reappear in their original spatial positions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533039"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the video conclude with a view that matches the initial wide-angle setup, albeit slightly adjusted?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533047"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What kind of camera motion is required to complete the scene’s full traversal?",
+          "options": [
+            "A. Linear dolly",
+            "B. 360-degree rotation",
+            "C. Zoom-in",
+            "D. Vertical tilt"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533053"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the camera tilt upward to reveal the ceiling before resuming its circular path?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533060"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "When the camera completes the rotation, do the background elements like the TV and wall art reappear in their original positions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533068"
+        },
+        {
+          "question": "Is the TV on the black stand visible in the background during both the initial and final frames of the rotational sequence?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "11",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Does the ironing board retain its white metal identity throughout the entire rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.532979"
+        },
+        {
+          "question_id": "13",
+          "type": "multiple_choice",
+          "question": "Which object is consistently described as 'blue' and located next to a black side table?",
+          "options": [
+            "A. Exercise ball",
+            "B. Ironing board",
+            "C. Floor lamp",
+            "D. TV stand"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533012"
+        },
+        {
+          "question_id": "14",
+          "type": "binary",
+          "question": "Is the ironing board’s metallic frame consistently depicted as stable and structurally coherent during the under-board shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533025"
+        },
+        {
+          "question_id": "15",
+          "type": "multiple_choice",
+          "question": "When the camera passes under the ironing board, what should be preserved about its structure?",
+          "options": [
+            "A. Color only",
+            "B. Shape and support configuration",
+            "C. Texture alone",
+            "D. Lighting effect"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533032"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "After passing under the ironing board, do the sofas and TV reappear in their original spatial positions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533039"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Does the video conclude with a view that matches the initial wide-angle setup, albeit slightly adjusted?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533047"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "What kind of camera motion is required to complete the scene’s full traversal?",
+          "options": [
+            "A. Linear dolly",
+            "B. 360-degree rotation",
+            "C. Zoom-in",
+            "D. Vertical tilt"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533053"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the camera tilt upward to reveal the ceiling before resuming its circular path?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533060"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "When the camera completes the rotation, do the background elements like the TV and wall art reappear in their original positions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533068"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the reflection in any mirror or reflective surface show the same objects as are present in the actual living room environment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt does not mention any mirror, glass, or reflective surface. Therefore, there is no reflection content to evaluate for consistency with real-world objects.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990246"
+          }
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "If a mirror were present in the scene and reflected the ironing board, which objects should appear in its reflection based on the environment described?",
+          "options": [
+            "A. The blue exercise ball and black side table only",
+            "B. The TV screen showing nature, framed pictures, and the curtained window",
+            "C. The ceiling and floor lamp base",
+            "D. The laundry basket and beige sofas"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Since the ironing board is central and the camera rotates around it, a mirror facing it would reflect nearby objects like the laundry basket and the surrounding sofas. The other options include elements that may not be visible from a direct reflection of the ironing board's position.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990287"
+          }
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Would a reflective surface positioned near the ironing board show the wall of framed pictures behind the TV?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Given that the camera captures the framed pictures clearly from multiple angles, including when facing the back wall, a mirror placed in front of the ironing board could reflect this area if angled correctly. Thus, the content of the reflection would include those pictures.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990298"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "Which object would NOT logically appear in a reflection of the left sofa if the mirror were placed opposite it?",
+          "options": [
+            "A. The blue exercise ball",
+            "B. The black side table",
+            "C. The TV screen",
+            "D. The floor lamp"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The TV is located behind the ironing board and further back in the room; from a mirror placed opposite the left sofa, the TV would likely be out of view or not directly reflected unless the mirror was angled specifically toward it. The other items are adjacent to or near the left sofa and would be more likely to appear.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990305"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "If a mirror reflects the ironing board from a low angle, would it show the underside of the board’s legs?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "A mirror reflecting the ironing board from a low angle would show the top surface and surroundings, not the underside of the legs. The underside is only visible when the camera passes beneath the board, but mirrors reflect what is in front of them, not below.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990312"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "If a mirror appears in Segment 1 and reappears in Segment 5, would it reflect the same room layout as seen earlier?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The environment remains static throughout the video — no changes occur in furniture placement or lighting. Thus, if a mirror were present at both times, its reflection would remain consistent across segments unless the camera or mirror position changed significantly.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990322"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "When the camera returns to a similar position in Segment 8 as in Segment 1, would the reflection in a mirror (if present) show the same spatial arrangement?",
+          "options": [
+            "A. Yes, because the environment hasn't changed",
+            "B. No, because the lighting has shifted",
+            "C. No, because the laundry basket moved",
+            "D. Yes, because the camera angle is identical"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt indicates no environmental changes between the start and end. Lighting is described as consistent (soft daylight), and the laundry basket is said to sway slightly but not move permanently. Therefore, a mirror would reflect the same scene at both points.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990329"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Would the reflection in a mirror change over time if the TV screen displays different outdoor scenes?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The TV screen is described as displaying a 'bright outdoor scene' and later 'changing outdoor scenery'. If a mirror reflects the TV, the reflection would update dynamically to match the changing content, maintaining temporal consistency with the actual display.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990335"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "Suppose a mirror reflects the TV screen during Segment 2. By Segment 6, when the TV still shows motion, would the reflection show updated content?",
+          "options": [
+            "A. No, because mirrors don’t update over time",
+            "B. Yes, because the TV content is dynamic",
+            "C. No, because the camera angle changed",
+            "D. Yes, because the mirror is fixed"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The TV screen is described as showing changing outdoor scenery, meaning it updates over time. A mirror reflecting it would also show these updates, assuming the mirror remains in place and the reflection includes the screen.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990342"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "If a mirror reflects the laundry basket at the beginning and then again after the camera passes under the board, would the reflection show the basket swaying?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt states the basket 'sways gently' during the rotation. If a mirror captures the basket during that motion, the reflection must also depict the movement to maintain temporal consistency with the actual environment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990349"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "binary",
+          "question": "As the camera moves from a low angle under the ironing board to a higher angle above it, would the reflection in a mirror show the correct perspective shift?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "A mirror’s reflection depends on the viewer’s viewpoint. As the camera rises, the mirror would reflect the scene from that new vantage point, showing appropriate changes such as more of the ceiling or less of the floor, maintaining viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990356"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "multiple_choice",
+          "question": "If a mirror is mounted on the wall facing the ironing board, how would its reflection change as the camera circles around the board?",
+          "options": [
+            "A. It would always show the same view regardless of camera position",
+            "B. It would show the ironing board from a fixed angle",
+            "C. It would reflect the moving camera and surrounding environment differently at each point",
+            "D. It would only reflect the TV screen"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Mirrors reflect the scene in front of them. As the camera moves around the ironing board, the relative position of objects in the mirror's field of view changes. Thus, the reflection would update dynamically with the camera's movement, showing different parts of the room depending on the angle.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990363"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "When the camera tilts upward in Segment 7 to show the ceiling, would a mirror on the floor reflect the ceiling as well?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "A mirror placed on the floor would reflect the ceiling if the camera is looking up at it. Since the camera tilts upward, the mirror’s reflection would include the ceiling, matching the actual environment’s vertical orientation.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990369"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "If a mirror reflects the right-side sofa and curtained window during Segment 4, what would it show when the camera reaches Segment 8 and faces the same direction?",
+          "options": [
+            "A. Only the ironing board",
+            "B. The same sofa and window, but with slight lighting differences",
+            "C. The left sofa instead",
+            "D. The ceiling"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Segment 8 mirrors the opening shot with a slightly adjusted angle, but the right-side sofa and window remain visible. A mirror in that location would reflect the same elements, possibly with minor lighting shifts due to ambient light, but overall consistent with prior views.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990375"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "Would a mirror placed beside the ironing board reflect the black side table and blue exercise ball when the camera is on the opposite side of the room?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "If the mirror is positioned to face the side of the room where the black side table and blue exercise ball are located, it would reflect them regardless of the camera’s position, provided the line of sight is unobstructed. The reflection depends on mirror orientation, not camera position.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990381"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_2bc47d6e9895d593b3537d9b2e7f189b9a8604eda114442b8fab0e6fbbc8856d"
+  },
+  {
+    "task_id": "mem_dl3dv_219237c0e9ae17a757ec6c8abc43e5946ba680e534f76477002ba47bd2c314b7",
+    "instance_id": "mem_dl3dv_219237c0e9ae17a757ec6c8abc43e5946ba680e534f76477002ba47bd2c314b7",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_219237c0e9ae17a757ec6c8abc43e5946ba680e534f76477002ba47bd2c314b7.mp4",
+      "total_frames": 325,
+      "fps": 15.0,
+      "duration_sec": 21.67,
+      "reference_image_path": "inference_img/mem_dl3dv_219237c0e9ae17a757ec6c8abc43e5946ba680e534f76477002ba47bd2c314b7_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, slow-panning shot moving clockwise inside a modern, brightly lit exhibition hall or retail space with light wood flooring and recessed ceiling lights. At the center of the room is a large, sculptural white display unit with curved, layered tiers, softly illuminated from below. On top of this central display are several white product boxes and two blue-and-white branded bags resting on the lower tier. The back wall features a large banner with elegant Chinese calligraphy reading '让生活有味' (Let life have flavor), above which hangs a dark wooden sign with gold characters '汇聚千年甲天下'. To the left of the central display, tall wooden shelves mounted against the wall hold neatly arranged framed items or certificates. As the camera continues its smooth circular pan to the right, it reveals more wall displays with posters and product information, including a prominent red and white wall panel featuring a stylized sailboat graphic and vertical Chinese text '自强不息 永不满足' (Self-improvement never ceases, never satisfied). Further along the right wall, additional shelving units display products under warm lighting. The camera then moves toward the far end of the room, revealing glass doors with metal frames leading to another area, flanked by more promotional banners. The camera completes its loop, returning to face the central display from a slightly different angle, showing the full spatial layout once again — including the central white display with blue bags, the wooden shelves on the left wall, the red and white sailboat panel on the right, and the glass doors at the far end — all under consistent bright ambient lighting, creating a clean, professional, and inviting atmosphere."
+        ],
+        "level_2": [
+          "The video begins with a wide, slow clockwise pan inside a spacious, well-lit interior with polished wood floors and recessed ceiling lights. The central focus is a sculptural white multi-tiered display unit, softly lit from beneath, holding white product boxes and two blue-and-white branded bags. Behind it, a large wall banner reads '让生活有味' in elegant script, topped by a wooden sign with gold characters '汇聚千年甲天下'. To the left, tall wooden shelves house framed certificates or awards. The camera begins its arc, revealing part of the right wall with informational posters and the edge of a red and white panel featuring a sailboat graphic.",
+          "Continuing the clockwise pan, the camera now fully reveals the red and white wall panel with the sailboat graphic and vertical Chinese text '自强不息 永不满足'. Adjacent to it are more display shelves filled with products and promotional materials under warm spotlights. The camera glides smoothly past these exhibits, maintaining a steady height and pace, gradually turning toward the far end of the hall. Glass doors with metallic frames come into view, flanked by additional banners and signage. The central white display remains visible in the background as the camera's perspective shifts, emphasizing the depth and symmetry of the space.",
+          "Finally, the camera completes its circular motion, returning to a frontal view of the central white display with the blue bags prominently placed. The wooden shelves on the left wall are once again in frame, along with the full expanse of the back wall banner and overhead sign. The glass doors at the far end are now clearly visible behind the display, anchoring the composition. The lighting remains consistently bright and even throughout, highlighting the clean lines and curated presentation of the space. The entire sequence loops seamlessly, offering a comprehensive 360-degree tour of the exhibition hall’s key visual elements: the central display, the branded banners, the sailboat panel, the wooden shelves, and the exit doors."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a wide shot centered on a modern, white, multi-tiered sculptural display unit illuminated from below, situated in the middle of a spacious room with light wood flooring. Behind it, a large wall banner displays the Chinese phrase '让生活有味' in elegant script, above which hangs a dark wooden sign with gold lettering '汇聚千年甲天下'. To the left, wooden shelves hold framed items. The camera begins a slow clockwise pan, revealing the left side of the room under bright recessed ceiling lights; two blue-and-white branded bags are visible on the lower tier of the central display as the pan progresses.",
+          "20-40%: Continuing the clockwise pan, the camera moves past the left wall’s wooden shelves and fully reveals the right side of the room. The red and white wall panel featuring a stylized sailboat graphic and vertical Chinese text '自强不息 永不满足' comes into full view. Adjacent to it, more wall-mounted displays showcase products under warm accent lighting; the central white display remains partially visible in the foreground. The camera maintains a smooth, steady rotation, exposing additional shelving units filled with neatly arranged products and promotional materials along the right wall.",
+          "40-60%: As the pan progresses further along the right wall, the red and white sailboat panel recedes into the background. The camera turns toward the far end of the hall, where glass doors with metallic frames become clearly visible, flanked by additional banners and informational posters. The central white display is now seen from the side, its illuminated base casting soft shadows on the wood floor, and remains visible in the distant background, framed between the glass doors and the right wall.",
+          "60-80%: The camera continues its rotation past the glass doors and begins to reveal the left wall again. The central white display reappears more prominently in the frame, with the blue-and-white branded bags clearly visible on its lower tier; the wooden shelves on the left wall, previously seen at the start, come back into view. The '让生活有味' banner and overhead sign are once again legible behind the central display, and the red and white sailboat panel is now visible on the far right, reinforcing the circular nature of the movement.",
+          "80-100%: Finally, the camera completes its 360-degree clockwise rotation, returning to a near-identical starting position — facing the central white display with blue bags, the wooden shelves on the left, the red and white sailboat panel on the right, and the glass doors at the far end visible behind the display. The lighting remains consistently bright and even throughout, highlighting the clean lines and curated presentation of the space, creating a seamless loop that emphasizes the professional, inviting atmosphere of the exhibition hall."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a wide shot centered on a modern, white, multi-tiered sculptural display unit illuminated from below, situated in the middle of a spacious room with light wood flooring. Behind it, a large wall banner displays the Chinese phrase '让生活有味' in elegant script, above which hangs a dark wooden sign with gold lettering '汇聚千年甲天下'. To the left, wooden shelves hold framed items. The camera begins a slow clockwise pan, revealing the left side of the room under bright recessed ceiling lights.",
+          "Part 2/8: Continuing the clockwise pan, the camera moves past the left wall’s wooden shelves and begins to reveal the right side of the room. The central white display remains in view, now showing two blue-and-white branded bags resting on its lower tier. The camera’s movement exposes the beginning of a red and white wall panel with a stylized sailboat graphic and partial Chinese text. Additional display panels with product information become visible along the right wall.",
+          "Part 3/8: The camera now fully captures the red and white wall panel featuring the sailboat graphic and vertical Chinese characters '自强不息 永不满足'. Adjacent to it, more wall-mounted displays showcase products under warm accent lighting. The central white display is still partially visible in the foreground, anchoring the scene. The camera continues its smooth, steady rotation, revealing more of the right-side exhibits while maintaining consistent framing and brightness.",
+          "Part 4/8: As the pan progresses, the camera moves further along the right wall, showcasing additional shelving units filled with neatly arranged products and promotional materials. The red and white sailboat panel recedes into the background. The camera begins to turn toward the far end of the room, where glass doors with metallic frames start to appear. The central white display is now seen from the side, with its illuminated base casting soft shadows on the wood floor.",
+          "Part 5/8: The camera focuses on the far end of the hall, revealing the full view of the glass doors with metal frames, flanked by more banners and informational posters. The central white display is now visible in the distant background, framed between the glass doors and the right wall. The camera maintains its steady clockwise motion, capturing the depth of the space and the symmetrical arrangement of displays on both sides.",
+          "Part 6/8: The camera continues its rotation, now moving past the glass doors and beginning to reveal the left wall again. The central white display reappears more prominently in the frame, with the blue-and-white branded bags clearly visible on its lower tier. The wooden shelves on the left wall, previously seen at the start, come back into view, reinforcing the circular nature of the camera movement. Lighting remains consistent and bright throughout.",
+          "Part 7/8: The camera pans further left, bringing the wooden shelves with framed items fully back into view. The central white display is now directly ahead again, with the '让生活有味' banner and overhead sign clearly legible behind it. The red and white sailboat panel is now visible on the far right, completing the spatial loop. The camera’s motion remains smooth and deliberate, maintaining a consistent height and distance from the central display.",
+          "Part 8/8: Finally, the camera completes its 360-degree clockwise rotation, returning to a near-identical starting position — facing the central white display with blue bags, the wooden shelves on the left, the red and white sailboat panel on the right, and the glass doors at the far end visible behind the display. The lighting, composition, and spatial relationships remain unchanged, creating a seamless loop that emphasizes the curated, professional atmosphere of the exhibition space."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the central white display with blue bags still positioned in the middle of the room when the camera returns to its initial viewpoint?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "b685bfdba04b73790af9e5339bb384391847c0ab59d9bd0028077ded5a3061cd_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Does the wall sign reading '让生活有味' remain visible on the back wall after the camera completes its loop?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "b685bfdba04b73790af9e5339bb384391847c0ab59d9bd0028077ded5a3061cd_0_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Is the red and white wall panel with the sailboat graphic visible during the camera’s forward movement?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "b685bfdba04b73790af9e5339bb384391847c0ab59d9bd0028077ded5a3061cd_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Are the glass doors at the far end of the room revealed as the camera moves forward?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "b685bfdba04b73790af9e5339bb384391847c0ab59d9bd0028077ded5a3061cd_1_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the central white display unit retain its shape and color throughout the 360-degree pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:24.465424"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "Which of the following items must remain visually consistent across all camera angles?",
+          "options": [
+            "A. The red sailboat panel's text",
+            "B. The brand logo on the bags",
+            "C. The lighting on the ceiling",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:24.465457"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Is the multi-tiered structure of the central display preserved from all viewing angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:24.465469"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "When the camera views the central display from the side in Segment 4, what should be maintained?",
+          "options": [
+            "A. The number of tiers",
+            "B. The curvature of layers",
+            "C. The illumination pattern",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:24.465476"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the final frame (Segment 8) match the initial frame in terms of composition and object placement?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:24.465484"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "What is required for a successful horizontal loop in this video?",
+          "options": [
+            "A. Consistent lighting",
+            "B. Identical object positions",
+            "C. Matching camera height and angle",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:24.465491"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Do the wooden shelves on the left wall appear unchanged when they re-enter the frame in Segment 6?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:24.465499"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the starting position, which element must be correctly repositioned?",
+          "options": [
+            "A. The central display",
+            "B. The glass doors",
+            "C. The sailboat panel",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:24.465505"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_219237c0e9ae17a757ec6c8abc43e5946ba680e534f76477002ba47bd2c314b7"
+  },
+  {
+    "task_id": "mem_dl3dv_8118d776cf7856c5ae92a6f10ec5938e23bfc2867c10a4949b92a660637ef459",
+    "instance_id": "mem_dl3dv_8118d776cf7856c5ae92a6f10ec5938e23bfc2867c10a4949b92a660637ef459",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_8118d776cf7856c5ae92a6f10ec5938e23bfc2867c10a4949b92a660637ef459.mp4",
+      "total_frames": 413,
+      "fps": 15.0,
+      "duration_sec": 27.53,
+      "reference_image_path": "inference_img/mem_dl3dv_8118d776cf7856c5ae92a6f10ec5938e23bfc2867c10a4949b92a660637ef459_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, low-angle shot moving forward along a grassy slope bordered by lush green shrubs and wildflowers. On the left, a large red sandstone wall rises vertically, while ahead, the modern beige facade of the Eiteljorg Museum building comes into view under an overcast sky. A massive black bull statue, mounted on a tiered red sandstone pedestal, dominates the center of the frame as the camera pans right, revealing its muscular form and upward-curving horns. The museum’s name 'Eiteljorg Museum' is clearly visible in dark lettering on the building’s exterior. As the camera continues circling clockwise around the statue, it reveals more of the surrounding urban plaza: paved walkways, manicured lawns, and distant city buildings. At 0:06, the iconic blue Indianapolis Colts skyscraper enters the frame to the right, its vertical white lettering reading 'INDIANAPOLIS COLTS' standing out against the cloudy sky. The camera circles back toward the museum, capturing dynamic angles of the bull statue from multiple perspectives — front, side, rear — emphasizing its imposing scale and artistic texture. Continuing from this arc, the camera moves slightly lower and closer to the base of the statue, then pulls back again to reveal the full context: the museum entrance, the landscaped grounds, and the Colts tower looming in the background. Finally, the video ends with a sweeping pan that re-centers the bull statue framed between the Eiteljorg Museum and the Colts skyscraper, reinforcing their spatial relationship and the harmony of art, architecture, and urban identity in this civic space."
+        ],
+        "level_2": [
+          "The video starts with a slow push-in along a grassy hillside lined with dense green bushes, revealing the Eiteljorg Museum’s angular beige exterior and the towering black bull statue perched on a red stone plinth. The camera pans right, circling the statue to show its detailed musculature and horns against the backdrop of the museum’s entrance and signage. The overcast sky casts soft, even lighting across the scene, highlighting architectural textures and landscaping details.",
+          "Continuing from the first segment, the camera completes its circular path around the bull statue, now revealing the broader urban environment. The blue Indianapolis Colts skyscraper appears prominently on the right, its bold vertical lettering contrasting with the muted tones of the museum and surrounding buildings. The camera tilts up to capture the full height of the skyscraper before panning down to show the plaza’s paved walkways, benches, and adjacent structures, maintaining focus on the statue as the central anchor.",
+          "Finally, the camera reverses direction slightly, moving back toward the museum entrance while keeping the bull statue centered. It captures the interplay of natural and built elements — manicured lawns, shrubbery, stone walls, and modern facades — all under the same gray sky. The Colts tower remains visible in the background as the camera pulls back for a final wide shot that frames the statue symmetrically between the museum and the skyscraper, concluding with a sense of place and civic pride."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle tracking shot moving forward along a grassy slope bordered by thick green shrubbery. To the left, a tall red sandstone wall stands, while ahead, the beige geometric facade of the Eiteljorg Museum begins to emerge under a cloudy sky. A large black bull statue on a red pedestal is partially visible behind foliage. The camera continues forward and pans right, bringing the full form of the black bull statue into view. Its muscular body and upward-pointing horns are emphasized as the camera circles slightly. The Eiteljorg Museum’s entrance and signage become clearer, with windows and overhangs visible beneath the overcast sky.",
+          "20-40%: The camera completes a partial circle around the bull statue, now showing its left flank and rear. The museum’s modern architecture fills the background, with clean lines and recessed entryways. Shrubs and small yellow flowers at the statue’s base add color contrast to the earth-toned materials. The camera continues its arc, now revealing the open plaza behind the statue. Paved walkways, low stone walls, and distant buildings come into view. The sky remains overcast, casting diffuse light that softens shadows and highlights the textures of stone and metal surfaces.",
+          "40-60%: As the camera pans further right, the blue Indianapolis Colts skyscraper suddenly enters the frame, its vertical white text 'INDIANAPOLIS COLTS' standing out sharply. The camera tilts upward briefly to capture the tower’s height, then returns to eye level, framing the bull statue with the skyscraper in the background. The camera circles back toward the museum, now showing the bull statue from a rear-three-quarter angle. The Colts tower remains visible over the statue’s shoulder, creating a visual juxtaposition between the artistic sculpture and corporate architecture. Landscaping elements like trimmed hedges and lawn areas are clearly defined.",
+          "60-80%: The camera lowers slightly and moves closer to the statue’s base, capturing details of the red sandstone pedestal and surrounding ground cover. It then pulls back slowly, re-centering the statue within the wider context of the plaza, museum entrance, and adjacent buildings. The museum’s name 'Eiteljorg Museum' is clearly visible in dark lettering on the building’s exterior, and the urban plaza features paved walkways, manicured lawns, and distant city buildings.",
+          "80-100%: Finally, the camera executes a slow, wide pan that frames the black bull statue perfectly between the Eiteljorg Museum on the left and the Indianapolis Colts skyscraper on the right. The overcast sky provides a neutral backdrop, and the entire scene conveys a sense of civic harmony and urban design integration, concluding with a static, balanced composition."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle tracking shot moving forward along a grassy slope bordered by thick green shrubbery. To the left, a tall red sandstone wall stands, while ahead, the beige geometric facade of the Eiteljorg Museum begins to emerge under a cloudy sky. A large black bull statue on a red pedestal is partially visible behind foliage.",
+          "Part 2/8: The camera continues forward and pans right, bringing the full form of the black bull statue into view. Its muscular body and upward-pointing horns are emphasized as the camera circles slightly. The Eiteljorg Museum’s entrance and signage become clearer, with windows and overhangs visible beneath the overcast sky.",
+          "Part 3/8: The camera completes a partial circle around the bull statue, now showing its left flank and rear. The museum’s modern architecture fills the background, with clean lines and recessed entryways. Shrubs and small yellow flowers at the statue’s base add color contrast to the earth-toned materials.",
+          "Part 4/8: The camera continues its arc, now revealing the open plaza behind the statue. Paved walkways, low stone walls, and distant buildings come into view. The sky remains overcast, casting diffuse light that softens shadows and highlights the textures of stone and metal surfaces.",
+          "Part 5/8: As the camera pans further right, the blue Indianapolis Colts skyscraper suddenly enters the frame, its vertical white text 'INDIANAPOLIS COLTS' standing out sharply. The camera tilts upward briefly to capture the tower’s height, then returns to eye level, framing the bull statue with the skyscraper in the background.",
+          "Part 6/8: The camera circles back toward the museum, now showing the bull statue from a rear-three-quarter angle. The Colts tower remains visible over the statue’s shoulder, creating a visual juxtaposition between the artistic sculpture and corporate architecture. Landscaping elements like trimmed hedges and lawn areas are clearly defined.",
+          "Part 7/8: The camera lowers slightly and moves closer to the statue’s base, capturing details of the red sandstone pedestal and surrounding ground cover. It then pulls back slowly, re-centering the statue within the wider context of the plaza, museum entrance, and adjacent buildings.",
+          "Part 8/8: Finally, the camera executes a slow, wide pan that frames the black bull statue perfectly between the Eiteljorg Museum on the left and the Indianapolis Colts skyscraper on the right. The overcast sky provides a neutral backdrop, and the entire scene conveys a sense of civic harmony and urban design integration, concluding with a static, balanced composition."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the black bull statue still centered in the frame after the camera completes its circular pan?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "98eb9a222c0280eaf8619e3fba32c0e5daf8da211ca86d4eb15c9464bc9a63fc_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the bull statue maintain the same identity when viewed from the front and rear?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:19.100395"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the bull statue's appearance across segments?",
+          "options": [
+            "A. It changes color depending on lighting",
+            "B. Its horns curve upward consistently",
+            "C. It loses detail when viewed from behind",
+            "D. It appears as a different animal in later frames"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:19.100430"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the bull statue’s body shape remain consistent as the camera circles around it?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:19.100442"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What should be preserved about the bull statue’s geometry during camera movement?",
+          "options": [
+            "A. Its size increases with distance",
+            "B. Its horn curvature stays constant",
+            "C. Its limbs appear shorter when viewed from below",
+            "D. Its texture becomes pixelated at close range"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:19.100449"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Are fine details like the texture of the bull’s surface visible in both close and distant views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:19.100457"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which element is emphasized for texture fidelity in the prompt?",
+          "options": [
+            "A. The grassy slope only",
+            "B. The red sandstone wall and pedestal",
+            "C. The Colts skyscraper glass",
+            "D. The museum’s windows"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:19.100463"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera return to a similar framing of the bull statue at the end as it had at the beginning?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:19.100471"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "How does the camera motion contribute to spatial memory?",
+          "options": [
+            "A. It moves randomly without pattern",
+            "B. It completes a 360-degree arc and returns to a balanced composition",
+            "C. It focuses only on the museum",
+            "D. It avoids showing the skyscraper"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:19.100477"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the Indianapolis Colts skyscraper remain visible in the background after being introduced?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:19.100485"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "When the camera returns toward the museum, what must remain consistent?",
+          "options": [
+            "A. The sky changes to sunny",
+            "B. The museum sign disappears",
+            "C. The Colts tower is still visible",
+            "D. The grass turns brown"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:19.100492"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_8118d776cf7856c5ae92a6f10ec5938e23bfc2867c10a4949b92a660637ef459"
+  },
+  {
+    "task_id": "mem_dl3dv_225b22a8c735f5c1ea2bbb806e6d9a1abac0902fd493820f0965c03fd2a413f4",
+    "instance_id": "mem_dl3dv_225b22a8c735f5c1ea2bbb806e6d9a1abac0902fd493820f0965c03fd2a413f4",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_225b22a8c735f5c1ea2bbb806e6d9a1abac0902fd493820f0965c03fd2a413f4.mp4",
+      "total_frames": 402,
+      "fps": 15.0,
+      "duration_sec": 26.8,
+      "reference_image_path": "inference_img/mem_dl3dv_225b22a8c735f5c1ea2bbb806e6d9a1abac0902fd493820f0965c03fd2a413f4_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a low-angle, wide shot of a black rolling cart with three tiers positioned in the center of a cozy living room. The top tier holds two patterned pillows with circular designs in purple, beige, and brown tones. The middle shelf contains a white plastic laundry basket with blue handles, slightly tilted forward. Below it, on the bottom level, rests a small blue plastic step stool. The camera slowly circles clockwise around the cart, revealing a beige sectional sofa in the background with throw pillows and a blanket draped over one armrest. To the left, a large flat-screen TV on a black media stand displays colorful, animated graphics — possibly a game or cartoon. A blue exercise ball sits near the TV stand. Behind the sofa, a tall floor lamp with a curved neck stands next to a framed photo on a side table. As the camera continues its orbit, it dips lower to emphasize the blue step stool, then rises again to capture the full height of the cart and the pillows atop. The lighting is warm and ambient, coming from ceiling fixtures and the lamp. The carpeted floor is light beige, matching the sofa. The camera movement is smooth and continuous, maintaining focus on the cart while revealing different angles of the surrounding furniture and decor. Continuing from this orbit, the camera completes a full 360-degree rotation, passing by a glass sliding door on the far left and returning to the initial viewpoint, where the cart remains centered, the laundry basket visible, the pillows neatly arranged, and the TV still displaying vibrant visuals. Finally, the camera tilts slightly upward as if preparing to end, capturing the top pillows and the ceiling fan above, before gently lowering back to frame the cart’s base and the blue step stool once more, completing the full sequence with all mandatory landmarks present and visually consistent throughout."
+        ],
+        "level_2": [
+          "The video starts with a low-angle, wide shot of a black rolling cart with three tiers centered in a living room. The top tier holds two patterned pillows with circular designs in purple, beige, and brown. The middle shelf contains a white laundry basket with blue handles, and the bottom level has a blue plastic step stool. The camera begins circling clockwise, revealing a beige sectional sofa in the background, a large TV on a stand displaying colorful graphics, and a blue exercise ball nearby. A floor lamp stands behind the sofa. The camera moves smoothly, keeping the cart centered while showcasing the surrounding environment.",
+          "Continuing from the first segment, the camera completes half its orbit around the cart, now showing the opposite side of the room. The beige sectional sofa remains visible, along with the TV still displaying vibrant animations. The blue step stool is clearly seen beneath the laundry basket. The camera dips slightly lower to emphasize the bottom shelf, then rises to show the full cart height again. The patterned pillows remain undisturbed on top. The warm ambient lighting and beige carpeting are consistent. The camera passes by a glass sliding door on the left and prepares to complete its circle.",
+          "Finally, the camera completes its 360-degree orbit around the cart, returning to the starting angle. All mandatory landmarks are visible: the white laundry basket on the middle shelf, the patterned pillows on top, the blue step stool below, the beige sectional sofa in the background, the TV displaying colorful graphics, the blue exercise ball near the TV, and the floor lamp behind the sofa. The camera tilts slightly upward toward the ceiling fan, then lowers again to frame the cart’s base and step stool, concluding the video with a stable, centered view of the cart and its surroundings."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle, wide shot of a black rolling cart with three tiers centered in a cozy living room. The top shelf holds two patterned pillows with circular designs in purple, beige, and brown tones; the middle shelf contains a white plastic laundry basket with blue handles, slightly tilted forward; the bottom level rests a small blue plastic step stool. In the background, a beige sectional sofa is visible with throw pillows and a blanket draped over one armrest, a large flat-screen TV on a black media stand displays colorful animated graphics, and a blue exercise ball sits near the TV stand. A tall floor lamp with a curved neck stands behind the sofa next to a framed photo on a side table. The camera begins a smooth clockwise orbit around the cart.",
+          "20-40%: Continuing the clockwise orbit, the camera reveals more of the beige sectional sofa and the floor lamp behind it, while keeping the cart centered. The white laundry basket remains prominent on the middle shelf, the patterned pillows stay undisturbed on top, and the blue step stool is clearly visible beneath. The TV continues displaying vibrant animations. The camera dips slightly lower to emphasize the blue step stool and the cart’s base, then rises again to capture the full height of the cart, including the pillows and ceiling fan above. The warm ambient lighting and light beige carpet remain consistent.",
+          "40-60%: As the camera progresses past the halfway point of its orbit, it shows the side of the cart with the TV and blue exercise ball more centrally framed, and the glass sliding door becomes visible on the far left. The beige sectional sofa curves into the background, and the white laundry basket and blue step stool remain consistently in view. The camera maintains a low angle, emphasizing the cart’s structure and contents, then shifts to show the rear of the cart—where the patterned pillows are still neatly placed, the laundry basket is visible from behind, and the sofa and lamp are partially obscured but present.",
+          "60-80%: The camera continues its orbit, approaching the front-left side again; the blue exercise ball near the TV becomes more prominent, and the beige sectional sofa and floor lamp reappear fully. The white laundry basket and blue step stool remain clearly visible. The camera tilts up slightly to capture the full height of the cart and the patterned pillows on top. Nearing completion of the 360-degree rotation, the cart is shown from an angle nearly identical to the start, with all core elements—the pillows, basket, step stool, sofa, TV, exercise ball, and lamp—in place and unchanged. The camera begins a slight upward tilt toward the ceiling fan.",
+          "80-100%: Finally, the camera completes its full 360-degree orbit and returns to the initial centered framing of the black rolling cart. The white laundry basket sits on the middle shelf, the patterned pillows rest neatly on top, and the blue step stool remains on the bottom level. All mandatory landmarks are present and visually consistent: the beige sectional sofa, the TV with colorful graphics, the blue exercise ball, and the floor lamp. The camera tilts up briefly toward the ceiling fan, then gently lowers to rest on the cart’s base and the blue step stool, concluding the video with a stable, centered view of the cart and its surroundings."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle, wide shot focused on a black rolling cart with three tiers. The top shelf holds two patterned pillows with circular motifs in purple, beige, and brown. The middle shelf features a white laundry basket with blue handles, slightly tilted. The bottom shelf has a blue plastic step stool. In the background, a beige sectional sofa is visible, along with a large TV on a stand displaying colorful graphics. A blue exercise ball rests near the TV. The camera begins a slow clockwise orbit.",
+          "Part 2/8: Continuing from the previous shot, the camera moves slightly right, revealing more of the beige sectional sofa and a floor lamp behind it. The white laundry basket remains prominent on the middle shelf. The patterned pillows on top are steady. The TV continues to display vivid animations. The blue step stool is visible beneath the basket. The carpet is beige, and ambient lighting fills the room.",
+          "Part 3/8: The camera continues its clockwise rotation, now showing the side of the cart with the TV and blue exercise ball more centrally framed. The white laundry basket and blue step stool remain in view. The beige sectional sofa curves into the background. The patterned pillows on top are unchanged. The camera maintains a low angle, emphasizing the cart’s structure and contents.",
+          "Part 4/8: As the camera progresses halfway around the cart, it reveals a glass sliding door on the left side of the room. The TV screen remains active with colorful graphics. The beige sectional sofa extends across the background. The white laundry basket and blue step stool are consistently visible. The camera dips slightly downward, focusing momentarily on the bottom shelf before rising again.",
+          "Part 5/8: The camera continues its orbit, now showing the rear of the cart. The patterned pillows on top are still neatly placed. The white laundry basket is visible from the back angle. The beige sectional sofa and floor lamp are partially obscured but still present. The blue step stool remains on the bottom level. The TV’s colorful display is still visible to the right.",
+          "Part 6/8: The camera moves further around, approaching the front-left side of the cart again. The blue exercise ball near the TV becomes more prominent. The white laundry basket and blue step stool are clearly in view. The beige sectional sofa and floor lamp reappear more fully. The camera tilts up slightly to capture the full height of the cart and the patterned pillows on top.",
+          "Part 7/8: Nearing completion of the 360-degree orbit, the camera shows the cart from a nearly identical angle to the start. The white laundry basket, blue step stool, and patterned pillows are all in place. The TV continues to display colorful graphics. The beige sectional sofa and floor lamp are fully visible. The camera begins to tilt upward slightly, hinting at the ceiling fan above.",
+          "Part 8/8: Finally, the camera completes its orbit and returns to the initial framing. The black rolling cart is centered, with the white laundry basket on the middle shelf, the patterned pillows on top, and the blue step stool below. The beige sectional sofa, TV with colorful graphics, blue exercise ball, and floor lamp are all present in the background. The camera tilts up briefly toward the ceiling fan, then lowers to rest on the cart’s base and step stool, concluding the video with a stable, centered view."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "After the full rotation, is the TV still visible on the left side of the frame with colorful graphics displayed?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "9d54ee2753b0e45a3f455a7711bf855687c5d6dccfef463247f613f82192c789_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the white laundry basket with blue handles remain visually consistent across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:09:02.663202"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which object is consistently described as having circular designs in purple, beige, and brown tones?",
+          "options": [
+            "A. The blue step stool",
+            "B. The patterned pillows",
+            "C. The TV screen",
+            "D. The ceiling fan"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:09:02.663237"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the three-tier structure of the rolling cart maintain its shape throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:09:02.663250"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What happens to the blue plastic step stool during the camera's movement?",
+          "options": [
+            "A. It disappears",
+            "B. It changes color",
+            "C. It remains on the bottom shelf",
+            "D. It moves to the top tier"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:09:02.663257"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Are the patterned pillows visible from the rear of the cart in Segment 5?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:09:02.663265"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation and return to the original angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:09:02.663273"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What occurs when the camera completes its orbit?",
+          "options": [
+            "A. The cart is no longer centered",
+            "B. The scene resets to the initial framing",
+            "C. The TV turns off",
+            "D. The lighting dims"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:09:02.663279"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "When the camera returns to the starting point, are all background elements present and unchanged?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:09:02.663286"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_225b22a8c735f5c1ea2bbb806e6d9a1abac0902fd493820f0965c03fd2a413f4"
+  },
+  {
+    "task_id": "mem_dl3dv_ce71acc3017d7df0b85516e8ac7b87ce82a552a4840df3c0bc6d51a5594f3c50",
+    "instance_id": "mem_dl3dv_ce71acc3017d7df0b85516e8ac7b87ce82a552a4840df3c0bc6d51a5594f3c50",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_ce71acc3017d7df0b85516e8ac7b87ce82a552a4840df3c0bc6d51a5594f3c50.mp4",
+      "total_frames": 392,
+      "fps": 15.0,
+      "duration_sec": 26.13,
+      "reference_image_path": "inference_img/mem_dl3dv_ce71acc3017d7df0b85516e8ac7b87ce82a552a4840df3c0bc6d51a5594f3c50_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a low-angle shot of a black office chair in the center of a cozy, well-lit living room, piled high with stacked patterned pillows — one featuring large circles in purple, beige, and brown tones, another with a white background and floral design. A light blue blanket is draped over the side. The camera slowly rotates clockwise around the chair, revealing a beige leather sofa to the left, adorned with matching patterned throw pillows. In the background, a large flat-screen TV displays a vibrant cityscape with skyscrapers under daylight. To the right of the chair stands a red ergonomic office chair on wheels, positioned near a black media console. As the camera continues its orbit, it tilts slightly upward, capturing wall art — framed photos and prints arranged neatly above the sofa — and a tall floor lamp with a warm glow near the far wall. The carpet texture is plush and cream-colored, covering the entire floor. At 0:06, the camera dips lower, focusing on the black wheeled base of the central office chair as it rolls slightly forward. By 0:10, the view rises again, showing a blue exercise ball tucked beside the beige sofa on the right. A small dark wood side table with a remote control rests beside the sofa. The camera completes its full 360-degree rotation by 0:15, returning to the initial angle but now with subtle movement — the chair has shifted position slightly, indicating motion. Continuing from there, the camera zooms in briefly on the pillow patterns, then pulls back dramatically to show the entire room layout once more, including the second beige armchair opposite the sofa, and the window with sheer curtains behind it. Finally, the camera pans downward toward the base of the chair again, emphasizing the black five-star base rolling across the carpet, before ending with a quick tilt up to reveal the ceiling fan above and the full spatial context — all landmarks present: red office chair, TV displaying cityscape, stacked patterned pillows, blue exercise ball, side table with remote, beige leather sofa, black wheeled base of chair, carpet texture, central office chair with pillows, wall art, and floor lamp — all captured dynamically through continuous rotational and vertical camera movement."
+        ],
+        "level_2": [
+          "The video opens with a low-angle rotating shot around a central black office chair piled with stacked patterned pillows — one with geometric circles in purple and beige, another with a white floral motif — and a light blue blanket draped over its side. To the left, a beige leather sofa with matching throw pillows is visible; behind it, a large TV displays a bright cityscape. A red ergonomic office chair sits nearby on a black media console. Wall art hangs above the sofa, and a tall floor lamp emits warm light. The plush cream carpet covers the floor. The camera rotates clockwise, revealing more of the room’s layout while keeping the chair as the focal point.",
+          "Continuing from the first third, the camera dips lower to focus on the black wheeled base of the central office chair as it rolls subtly forward across the carpet. The perspective shifts to show a blue exercise ball tucked beside the beige sofa on the right, and a small dark wood side table holding a remote control. The camera tilts upward again, capturing the full height of the chair and pillows, then begins to complete its 360-degree rotation, passing the red office chair and TV again. The lighting remains consistent, highlighting the textures of the carpet and the fabric of the pillows. The movement feels smooth and deliberate, maintaining visual continuity with the previous segment.",
+          "Finally, the camera completes its full rotation, returning to the starting viewpoint but now with slight positional changes — the chair has moved forward slightly. It zooms in briefly on the pillow patterns, then pulls back for a wide-angle view of the entire living room, including the second beige armchair, the window with sheer curtains, and the ceiling fan above. The camera pans down again to emphasize the black five-star base rolling across the carpet, before tilting up one last time to frame the entire scene — ensuring all mandatory landmarks are clearly visible: red office chair, TV displaying cityscape, stacked patterned pillows, blue exercise ball, side table with remote, beige leather sofa, black wheeled base of chair, carpet texture, central office chair with pillows, wall art, and floor lamp — all captured in dynamic motion within the final third of the video."
+        ],
+        "level_3": [
+          "0-20%: The video starts with a low-angle shot focused on a black office chair centered in a living room, piled with stacked patterned pillows — one with large purple and beige circles, another with white background and floral design — and a light blue blanket draped over its side. To the left, a beige leather sofa with matching throw pillows is partially visible. The camera begins a slow clockwise rotation, revealing a large flat-screen TV displaying a vibrant cityscape with skyscrapers, a red ergonomic office chair on a black media console behind the TV, wall art (framed photos and prints) above the sofa, and plush cream carpet covering the floor.",
+          "20-40%: Continuing the clockwise orbit, the camera shows a tall floor lamp with a warm glow near the far wall and tilts slightly upward to capture upper wall decor and ceiling area before dipping lower toward the base of the central chair. The camera lowers significantly, focusing on the black wheeled five-star base and casters as the chair rolls slightly forward across the textured cream carpet; the beige sofa and a small dark wood side table with a remote control appear briefly at the frame edge.",
+          "40-60%: Rising again, the camera captures the full height of the central chair with its stacked pillows, now clearly showing a blue exercise ball tucked beside the beige sofa on the right and the side table with the remote control next to the sofa. The camera continues its smooth clockwise rotation, passing the red office chair and TV again, maintaining the central chair as the anchor point while highlighting fabric textures of the pillows and sheen of the leather sofa under consistent lighting.",
+          "60-80%: The camera completes its full 360-degree rotation, returning to the initial viewpoint but with slight positional changes—the chair has moved forward slightly. It zooms in briefly on the pillow patterns, then pulls back for a wide-angle view that includes the second beige armchair opposite the sofa, the window with sheer curtains behind it, and the ceiling fan above, ensuring spatial context and all major landmarks remain visible.",
+          "80-100%: Finally, the camera pans downward toward the black five-star base of the central office chair, emphasizing its movement across the carpet, then tilts up one last time to frame the entire room—ensuring all mandatory landmarks are clearly visible: red office chair, TV displaying cityscape, stacked patterned pillows, blue exercise ball, side table with remote, beige leather sofa, black wheeled base of chair, carpet texture, central office chair with pillows, wall art, and floor lamp—concluding the video with a dynamic, immersive sweep of the space."
+        ],
+        "level_4": [
+          "Part 1/8: The video starts with a low-angle shot focused on a black office chair centered in a living room, piled with stacked patterned pillows — one with large purple and beige circles, another with white background and floral design — and a light blue blanket draped over its side. To the left, a beige leather sofa with matching throw pillows is partially visible. The camera begins a slow clockwise rotation.",
+          "Part 2/8: Continuing the rotation, the camera reveals a large flat-screen TV displaying a vibrant cityscape with skyscrapers. Behind the TV, a red ergonomic office chair is visible on a black media console. The beige leather sofa remains in view, along with wall art — framed photos and prints — hanging above it. The plush cream carpet covers the floor beneath.",
+          "Part 3/8: The camera continues its clockwise orbit, now showing a tall floor lamp with a warm glow near the far wall. The red office chair is more prominently framed. The camera tilts slightly upward, capturing the ceiling and upper wall decor, then begins to dip lower toward the base of the central chair.",
+          "Part 4/8: The camera lowers significantly, focusing on the black wheeled base of the central office chair as it rolls slightly forward across the textured cream carpet. The five-star base and casters are clearly visible. The beige sofa and side table with a remote control appear briefly at the edge of the frame.",
+          "Part 5/8: Rising again, the camera captures the full height of the central chair with its stacked pillows. A blue exercise ball is now visible tucked beside the beige sofa on the right. The side table with the remote control is clearly shown next to the sofa. The camera continues its smooth clockwise rotation.",
+          "Part 6/8: The camera passes the red office chair and TV again, completing nearly half of its 360-degree rotation. The lighting highlights the fabric textures of the pillows and the sheen of the leather sofa. The camera maintains steady motion, keeping the central chair as the anchor point.",
+          "Part 7/8: The camera completes its full rotation, returning to the initial viewpoint but now with slight positional changes — the chair has moved forward slightly. It zooms in briefly on the pillow patterns, then pulls back for a wide-angle view that includes the second beige armchair, the window with sheer curtains, and the ceiling fan above.",
+          "Part 8/8: Finally, the camera pans downward toward the black five-star base of the central office chair, emphasizing its movement across the carpet. It then tilts up one last time to frame the entire room — ensuring all mandatory landmarks are visible: red office chair, TV displaying cityscape, stacked patterned pillows, blue exercise ball, side table with remote, beige leather sofa, black wheeled base of chair, carpet texture, central office chair with pillows, wall art, and floor lamp — concluding the video with a dynamic, immersive sweep of the space."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the beige leather sofa still visible on the left side of the frame after the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "d62651109fabc1c1365b0f7d801844f620ee5770c919763b7423098bab4dc5ae_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "After tilting down to the chair’s base, does the camera return to show the full stack of patterned pillows again?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "d62651109fabc1c1365b0f7d801844f620ee5770c919763b7423098bab4dc5ae_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the central black office chair maintain its identity throughout the video despite slight positional changes?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:54.795217"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which object remains consistently referenced as the central focus across all segments?",
+          "options": [
+            "A. Red ergonomic office chair",
+            "B. Beige leather sofa",
+            "C. Central black office chair",
+            "D. Blue exercise ball"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:54.795249"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are the pillow patterns described consistently across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:54.795260"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "Which detail requires high texture fidelity to maintain consistency during close-up shots?",
+          "options": [
+            "A. Color of the TV screen",
+            "B. Pattern on the pillows",
+            "C. Position of the remote control",
+            "D. Shape of the ceiling fan"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:54.795267"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation and return to the starting view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:54.795275"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What kind of camera motion is required to maintain spatial consistency in this scene?",
+          "options": [
+            "A. Random panning",
+            "B. Vertical tilt only",
+            "C. Full horizontal loop",
+            "D. Zoom-in only"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:54.795281"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Are background elements like the TV and wall art visible again when the camera returns to the initial angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:54.795289"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "Which element must remain consistent when the camera completes its rotation and returns to the start?",
+          "options": [
+            "A. The color of the carpet",
+            "B. The position of the blue exercise ball",
+            "C. The content displayed on the TV",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:54.795295"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_ce71acc3017d7df0b85516e8ac7b87ce82a552a4840df3c0bc6d51a5594f3c50"
+  },
+  {
+    "task_id": "mem_dl3dv_994729a47e8c422960439771fbe1d8521844636ffd23c39802813d9b967c4068",
+    "instance_id": "mem_dl3dv_994729a47e8c422960439771fbe1d8521844636ffd23c39802813d9b967c4068",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_994729a47e8c422960439771fbe1d8521844636ffd23c39802813d9b967c4068.mp4",
+      "total_frames": 338,
+      "fps": 15.0,
+      "duration_sec": 22.53,
+      "reference_image_path": "inference_img/mem_dl3dv_994729a47e8c422960439771fbe1d8521844636ffd23c39802813d9b967c4068_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of an elegantly appointed dining room featuring a large round wooden dining table with a glossy black rotating center, surrounded by twelve high-backed chairs upholstered in gray and white damask-patterned fabric covers. Above the table hangs a grand crystal chandelier with multiple tiers of lights and dangling prisms, casting a warm ambient glow. The ceiling is recessed with layered geometric panels and embedded spotlights. To the left, a white textured wall features a horizontal yellow accent panel; to the right, floor-to-ceiling beige curtains drape over large windows or openings. The camera slowly pans clockwise around the table, revealing place settings with white plates, silverware, and folded napkins on each seat. As the pan continues, the perspective shifts to show more of the white wall with the yellow accent, then moves toward the opposite side where dark wood paneling frames doorways and the beige curtains dominate the background. The camera then circles back toward the starting point, offering a dynamic 360-degree tour that emphasizes the symmetry, luxury, and meticulous arrangement of the space — including the gleaming tiled floor, the polished wood grain of the table, and the intricate patterns on the chair covers. Continuing from this orbit, the camera subtly zooms in and out to highlight different angles — capturing the shimmer of the chandelier crystals, the texture of the curtain fabric, and the contrast between the dark table surface and light-colored surroundings. Finally, the camera completes its circular motion and pulls back slightly to frame the entire ensemble once more: the chandelier centered above the round table, the patterned chairs encircling it, the white wall with yellow accent visible on one side, and the beige curtains flowing down the other — all under soft, evenly distributed lighting that enhances the room’s opulent yet welcoming atmosphere."
+        ],
+        "level_2": [
+          "The video starts with a wide shot of a luxurious dining room centered around a large round wooden table with a black rotating center, surrounded by twelve chairs covered in gray-and-white damask-patterned fabric. A grand crystal chandelier hangs above, illuminating the space with warm light. On the left wall, a white textured surface features a bold horizontal yellow accent panel. Beige curtains drape along the right wall. The camera begins a slow clockwise pan, revealing neatly arranged place settings on the table while keeping the chandelier and patterned chairs in focus. The movement gradually reveals more of the white wall with the yellow accent as the camera orbits around the table’s left flank.",
+          "Continuing from the previous segment, the camera now moves along the rear of the dining area, showing the full expanse of the beige curtains on the right wall and the dark wood trim framing doorways in the background. The chandelier remains visible overhead, its crystals catching the light as the camera glides past the patterned chair covers. The camera continues its smooth clockwise arc, bringing the opposite side of the table into view — highlighting the symmetry of the place settings and the contrast between the dark table surface and the light walls. The camera angle tilts slightly upward to emphasize the layered ceiling design and recessed lighting before beginning to swing back toward the initial viewpoint.",
+          "Finally, the camera completes its circular journey around the dining table, returning to a position that mirrors the opening shot but from a slightly adjusted angle. It captures the full composition: the chandelier centered above, the round table with its black rotating core, the twelve patterned chairs, the white wall with the yellow accent on the left, and the beige curtains on the right. The camera subtly zooms out to encompass the entire scene, reinforcing the room’s balanced elegance. Lighting remains consistent — warm and diffused — enhancing the textures of the chair covers, the sheen of the table, and the soft folds of the curtains. The video ends with a lingering, stable wide shot that encapsulates the refined ambiance and meticulous design of the dining space."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a wide, static shot of a luxurious dining room centered on a large round wooden table with a glossy black rotating surface, surrounded by twelve high-backed chairs covered in gray-and-white damask-patterned fabric. Above hangs a grand multi-tiered crystal chandelier emitting warm light. To the left, a white textured wall features a horizontal yellow accent panel; to the right, floor-to-ceiling beige curtains drape the wall. The camera begins a slow clockwise pan, keeping the table and chandelier centered while revealing place settings—white plates, silverware, and folded napkins—and the recessed layered ceiling with embedded spotlights.",
+          "20-40%: Continuing the clockwise pan, the camera reveals more of the white wall with the yellow accent panel as it moves along the left flank of the table; the patterned chair covers remain prominent in the foreground. The view transitions to the rear-left quadrant, where the white wall recedes and a dark wood-framed doorway behind the table becomes visible. The beige curtains on the right come into fuller view, and the chandelier’s crystals glint softly under consistent lighting, maintaining visual continuity and symmetry of the dining setup.",
+          "40-60%: At the midpoint of the pan, the camera faces the far side of the room dominated by the beige curtains and dark wood trim. The chandelier remains overhead, casting reflections on the black table surface. The camera angle tilts slightly upward to emphasize the ceiling’s geometric recessed panels and embedded spotlights. As the pan continues toward the rear-right quadrant, the beige curtains fill much of the background while the edge of the white wall with the yellow accent begins to reappear on the left; the table’s rotating black center and place settings stay consistently framed.",
+          "60-80%: Moving into the final third, the camera reveals the right-front portion of the room: the beige curtains still dominate the backdrop, but the white wall with the yellow accent is now clearly visible again on the left. The patterned chair covers are seen from a slightly elevated angle, highlighting their tailored fit and ornate motifs; the camera subtly zooms in to emphasize the wood grain texture and glossiness of the table’s black center. The camera then continues its clockwise sweep, nearing the starting point, with the white wall and yellow accent fully in view on the left, mirroring the opening composition.",
+          "80-100%: The camera completes its circular motion and settles into a stable wide shot that mirrors the initial framing: the round table with its black rotating center sits perfectly centered beneath the grand chandelier, encircled symmetrically by the twelve patterned chair covers. The white wall with the yellow accent is visible on the left, and the beige curtains flow down the right wall. Lighting remains soft and evenly distributed, enhancing the luxurious textures—the chair fabric, table sheen, curtain folds, and polished floor tiles—all captured in crisp detail. The video ends with this serene, fully composed view of the elegant dining room."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a wide, static shot of a luxurious dining room. At the center is a large round wooden table with a glossy black rotating surface, surrounded by twelve high-backed chairs covered in gray-and-white damask-patterned fabric. Above, a grand multi-tiered crystal chandelier emits warm light. To the left, a white textured wall features a horizontal yellow accent panel. To the right, beige curtains hang from floor to ceiling. The camera begins a slow clockwise pan, keeping the table and chandelier centered.",
+          "Part 2/8: Continuing from the first segment, the camera pans further clockwise, revealing more of the white wall with the yellow accent panel. The patterned chair covers remain prominent in the foreground. The place settings — white plates, silverware, and folded napkins — are clearly visible on the table. The chandelier’s crystals glint softly as the camera moves, and the recessed ceiling lights become more noticeable against the layered architectural details.",
+          "Part 3/8: The camera continues its clockwise orbit, now showing the rear-left quadrant of the room. The white wall with the yellow accent recedes slightly as the camera reveals more of the dark wood-framed doorway behind the table. The beige curtains on the right wall come into fuller view. The patterned chair covers maintain visual continuity as the camera glides smoothly, preserving the elegant symmetry of the dining setup.",
+          "Part 4/8: Now at the midpoint of the pan, the camera faces the far side of the room, dominated by the beige curtains and dark wood trim. The chandelier remains visible overhead, casting reflections on the black table surface. The camera angle tilts slightly upward, emphasizing the ceiling’s geometric recessed panels and embedded spotlights. The patterned chair covers continue to frame the shot, their ornate designs contrasting with the minimalist walls.",
+          "Part 5/8: The camera continues its clockwise movement, now transitioning toward the rear-right quadrant. The beige curtains fill much of the background, while the edge of the white wall with the yellow accent begins to reappear on the left. The camera maintains a steady height, ensuring the table’s rotating black center and the place settings remain consistently framed. The chandelier’s sparkle becomes more pronounced as the camera angle catches its crystals from a new perspective.",
+          "Part 6/8: Moving into the final third of the pan, the camera reveals the right-front portion of the room. The beige curtains still dominate the backdrop, but the white wall with the yellow accent is now clearly visible again on the left. The patterned chair covers are seen from a slightly elevated angle, highlighting their tailored fit and decorative motifs. The camera subtly zooms in to emphasize the texture of the table’s wood grain and the glossiness of its black center.",
+          "Part 7/8: The camera continues its clockwise sweep, nearing the starting point. The white wall with the yellow accent panel is now fully in view on the left, mirroring the opening shot. The chandelier hangs centrally above the table, its crystals refracting light across the room. The camera begins to pull back slightly, preparing for a wider framing. The patterned chair covers, place settings, and polished floor tiles are all captured in crisp detail, reinforcing the room’s cohesive aesthetic.",
+          "Part 8/8: Finally, the camera completes its circular motion and settles into a stable wide shot that mirrors the initial composition. The round table with its black rotating center sits perfectly centered beneath the grand chandelier. The twelve patterned chair covers encircle the table symmetrically. The white wall with the yellow accent is visible on the left, and the beige curtains flow down the right wall. The lighting remains soft and even, enhancing the luxurious textures and colors. The video ends with this serene, fully composed view of the elegant dining room."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the chandelier still centered above the round dining table when the camera completes its loop?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "992b77e6bbbba6b54b795ee7a9ec710c1f12ed7a2e8163cf60207d791a6ab3b6_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the chandelier remain the same object when the camera completes its full rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024295"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which of the following must remain unchanged across all segments to ensure identity persistence?",
+          "options": [
+            "A. The number of chairs",
+            "B. The color of the curtains",
+            "C. The position of the yellow accent panel",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024328"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the dining table consistently depicted as round in all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024339"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What geometric feature must remain constant during the camera's clockwise pan?",
+          "options": [
+            "A. The number of chairs",
+            "B. The circular shape of the table",
+            "C. The height of the chandelier",
+            "D. The symmetry of place settings"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024346"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Are the gray-and-white damask patterns on the chair covers visible and consistent in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024354"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which texture detail is explicitly mentioned as needing consistency across views?",
+          "options": [
+            "A. Wood grain of the table",
+            "B. Sheen of the chandelier crystals",
+            "C. Folded napkins",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024360"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera return to the original wide shot after completing the circular pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024367"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What kind of camera motion is required to test horizontal loop memory?",
+          "options": [
+            "A. Zooming only",
+            "B. Vertical tilt",
+            "C. 360-degree rotation",
+            "D. Linear tracking"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024374"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "When the camera returns to the start, is the yellow accent panel still present on the left wall?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024381"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which background element must reappear consistently when the camera completes its loop?",
+          "options": [
+            "A. The chandelier",
+            "B. The dark wood doorframe",
+            "C. The beige curtains",
+            "D. The recessed ceiling lights"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024388"
+        },
+        {
+          "question": "Is the chandelier still centered above the round dining table when the camera completes its loop?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "12",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the chandelier remain the same object when the camera completes its full rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024295"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Which of the following must remain unchanged across all segments to ensure identity persistence?",
+          "options": [
+            "A. The number of chairs",
+            "B. The color of the curtains",
+            "C. The position of the yellow accent panel",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024328"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Is the dining table consistently depicted as round in all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024339"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "What geometric feature must remain constant during the camera's clockwise pan?",
+          "options": [
+            "A. The number of chairs",
+            "B. The circular shape of the table",
+            "C. The height of the chandelier",
+            "D. The symmetry of place settings"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024346"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Are the gray-and-white damask patterns on the chair covers visible and consistent in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024354"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "Which texture detail is explicitly mentioned as needing consistency across views?",
+          "options": [
+            "A. Wood grain of the table",
+            "B. Sheen of the chandelier crystals",
+            "C. Folded napkins",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024360"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the camera return to the original wide shot after completing the circular pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024367"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "What kind of camera motion is required to test horizontal loop memory?",
+          "options": [
+            "A. Zooming only",
+            "B. Vertical tilt",
+            "C. 360-degree rotation",
+            "D. Linear tracking"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024374"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "When the camera returns to the start, is the yellow accent panel still present on the left wall?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024381"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which background element must reappear consistently when the camera completes its loop?",
+          "options": [
+            "A. The chandelier",
+            "B. The dark wood doorframe",
+            "C. The beige curtains",
+            "D. The recessed ceiling lights"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024388"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the reflection in the black rotating center of the table show the chandelier and surrounding chairs correctly, matching their actual positions in the room?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The glossy black surface of the table's rotating center is described as 'gleaming' and capable of reflecting light and surroundings. Given its central position beneath the chandelier and surrounded by patterned chairs, it should reflect these objects accurately.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038217"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "When the camera pans to the rear-left quadrant, what should be visible in the reflection on the table’s surface?",
+          "options": [
+            "A. The white wall with yellow accent panel",
+            "B. The beige curtains and dark wood trim",
+            "C. The chandelier and part of the ceiling design",
+            "D. The floor tiles and camera lens"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "As the camera moves to the rear-left, the chandelier remains overhead and centrally located above the table. The reflective surface of the table would mirror the chandelier and the layered ceiling panels directly above it, making option C the correct reflection content.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038255"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Is the reflection of the place settings (white plates, silverware, napkins) visible on the table’s black surface consistent with their actual arrangement around the table?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Since the table has a glossy black surface and the place settings are symmetrically arranged, their reflections should appear mirrored and spatially accurate relative to the real setup, maintaining consistency with the environment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038267"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "Which object is most likely to be reflected in the table’s surface when the camera faces the far side of the room (Segment 4)?",
+          "options": [
+            "A. The yellow accent panel",
+            "B. The beige curtains and doorways",
+            "C. The white textured wall",
+            "D. The camera operator"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "In Segment 4, the camera faces the far side dominated by beige curtains and dark wood-framed doorways. Since the table is centered and reflective, the background elements directly behind it—curtains and doorways—would be reflected in the surface, not the walls or camera operator.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038274"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "Does the reflection in the table’s surface include the recessed ceiling lights and geometric panels when the camera tilts upward in Segment 4?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "When the camera tilts upward to emphasize the ceiling, the reflective table surface below would also capture the overhead lighting and architectural details, especially since the chandelier and ceiling are directly above the table.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038281"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "When the camera returns to the starting position in Segment 8, does the reflection on the table match the initial scene from Segment 1?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The video ends with a stable wide shot that mirrors the opening composition. Since no environmental changes occur, the reflection on the table must remain temporally consistent with the initial state.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038291"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "If the camera completes a full orbit and returns to the original viewpoint, how should the reflection on the table change?",
+          "options": [
+            "A. It should show a different angle of the chandelier",
+            "B. It should be identical to the first frame’s reflection",
+            "C. It should fade out due to lighting shift",
+            "D. It should reflect the camera itself"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Because the scene is static and the camera returns to an equivalent position with consistent lighting, the reflection should be identical to the initial view, ensuring temporal consistency across the loop.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038298"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "After the camera moves through multiple segments and returns to the starting point, does the reflection of the chandelier remain consistent in brightness and shape?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The lighting is described as 'soft and evenly distributed' throughout, and the chandelier is always present overhead. Therefore, its reflection should remain consistent over time unless obscured, which it isn't.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038304"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the reflection behavior during the entire sequence?",
+          "options": [
+            "A. The reflection changes randomly based on camera speed",
+            "B. The reflection updates dynamically with each new segment",
+            "C. The reflection remains consistent with the current scene and reverts upon return",
+            "D. The reflection disappears when the camera zooms"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt describes a continuous, smooth pan with consistent lighting and no environmental changes. Thus, the reflection should update with each new perspective but revert to the original when returning, maintaining memory consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038311"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Does the reflection on the table’s surface show the same configuration of chair covers when the camera returns to the starting position?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The chair covers are fixed in place and unchanged throughout the video. When the camera returns to the initial viewpoint, the reflection should show the same arrangement, preserving temporal consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038318"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "As the camera moves clockwise around the table, does the reflection on the table surface shift to show the changing background (e.g., from yellow accent wall to curtains)?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The table is centrally located and reflective. As the camera rotates, the angle of incidence changes, causing the reflection to dynamically update to show the new background elements visible from each position.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038334"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "When the camera is positioned at the rear of the room (Segment 4), what should the reflection on the table show?",
+          "options": [
+            "A. The front wall with the yellow accent",
+            "B. The back wall with curtains and doorways",
+            "C. The ceiling only",
+            "D. The camera lens"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "From the rear-facing position, the background consists of the beige curtains and dark wood-framed doorways. These elements would be reflected in the table's surface due to their direct alignment with the viewing angle.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038342"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "Does the reflection on the table update correctly when the camera moves from the left side to the right side of the room?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera pans from left to right, the visible background shifts from the yellow accent wall to the curtains. The reflective surface should mirror this transition, updating accordingly to maintain viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038348"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "Which direction should the reflection of the chandelier appear to move as the camera orbits clockwise around the table?",
+          "options": [
+            "A. Clockwise",
+            "B. Counterclockwise",
+            "C. Stay stationary",
+            "D. Disappear"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The chandelier is fixed overhead. As the camera moves clockwise, the angle of reflection changes such that the chandelier's image appears to move counterclockwise in the table's surface due to the law of reflection and changing incident angles.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038355"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "When the camera returns to the starting position in Segment 8, is the reflection of the yellow accent panel visible on the left side of the table surface?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The starting position shows the white wall with the yellow accent on the left. Since the reflection must align with the actual environment at that viewpoint, the accent panel should be visible in the reflection when the camera returns.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038361"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_994729a47e8c422960439771fbe1d8521844636ffd23c39802813d9b967c4068"
+  },
+  {
+    "task_id": "mem_dl3dv_3566f129daa17ed5e4dc2b67773765d9805e563794dbdf6cd17ac3f8edf8b61b",
+    "instance_id": "mem_dl3dv_3566f129daa17ed5e4dc2b67773765d9805e563794dbdf6cd17ac3f8edf8b61b",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_3566f129daa17ed5e4dc2b67773765d9805e563794dbdf6cd17ac3f8edf8b61b.mp4",
+      "total_frames": 341,
+      "fps": 15.0,
+      "duration_sec": 22.73,
+      "reference_image_path": "inference_img/mem_dl3dv_3566f129daa17ed5e4dc2b67773765d9805e563794dbdf6cd17ac3f8edf8b61b_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, low-to-the-ground shot of a cozy living room featuring a beige sectional sofa arranged in an L-shape, adorned with patterned throw pillows and blankets. The carpeted floor is light gray and plush, stretching across the entire room. A white metal ironing board stands prominently in the center, topped with a large decorative pillow featuring circular patterns in purple, orange, and cream. Behind the sofa, a wall displays multiple framed pictures arranged neatly in rows. To the left, a large flat-screen TV mounted on a black media console shows a vibrant city skyline at dusk, with illuminated skyscrapers against a blue-purple sky. As the camera slowly rotates clockwise around the ironing board, it reveals more of the room: a tall floor lamp near the window, sheer white curtains diffusing natural daylight, and a small side table beside the sofa. The camera then tilts upward slightly, bringing into view the ceiling light fixture — a simple modern design with frosted glass shades — before continuing its rotation to show the underside of the ironing board mesh, which appears as a crisscross grid of white fabric stretched over the frame. The camera continues circling, capturing reflections on the TV screen and the texture of the carpet underfoot, while maintaining focus on the central ironing board and its patterned pillow. Finally, the camera completes its full 360-degree orbit, returning to the original angle but now from a slightly lower vantage point, emphasizing the ironing board’s legs and the shadow they cast on the carpeted floor, with the TV still displaying the city skyline and the beige sectional sofa framing the background."
+        ],
+        "level_2": [
+          "The video starts with a wide-angle, low-to-the-ground shot of a cozy living room featuring a beige sectional sofa arranged in an L-shape, adorned with patterned throw pillows and blankets. The carpeted floor is light gray and plush, stretching across the entire room. A white metal ironing board stands prominently in the center, topped with a large decorative pillow featuring circular patterns in purple, orange, and cream. Behind the sofa, a wall displays multiple framed pictures arranged neatly in rows. To the left, a large flat-screen TV mounted on a black media console shows a vibrant city skyline at dusk, with illuminated skyscrapers against a blue-purple sky. As the camera slowly rotates clockwise around the ironing board, it reveals more of the room: a tall floor lamp near the window, sheer white curtains diffusing natural daylight, and a small side table beside the sofa.",
+          "Continuing from the initial rotation, the camera tilts upward slightly, bringing into view the ceiling light fixture — a simple modern design with frosted glass shades — before continuing its rotation to show the underside of the ironing board mesh, which appears as a crisscross grid of white fabric stretched over the frame. The camera continues circling, capturing reflections on the TV screen and the texture of the carpet underfoot, while maintaining focus on the central ironing board and its patterned pillow. The beige sectional sofa remains visible in the background, framing the scene as the camera moves past the TV and toward the far corner of the room.",
+          "Finally, the camera completes its full 360-degree orbit, returning to the original angle but now from a slightly lower vantage point, emphasizing the ironing board’s legs and the shadow they cast on the carpeted floor. The TV still displays the city skyline, glowing softly in the ambient light. The beige sectional sofa frames the background once again, with its patterned pillows and blankets undisturbed. The wall with framed pictures remains visible behind the sofa, and the ceiling light fixture hovers overhead as the camera holds steady, concluding the continuous loop with the same elements in place: carpeted floor, ironing board with patterned pillow, TV displaying city skyline, and the surrounding furniture and decor."
+        ],
+        "level_3": [
+          "0-20%: The video begins with a low-angle wide shot of a living room featuring a beige sectional sofa with patterned pillows, a light gray carpeted floor, and a white ironing board centered in the frame, topped with a colorful circular-patterned pillow. In the background, a wall displays framed pictures, and to the left, a large TV screen shows a city skyline at dusk. The camera begins a slow clockwise rotation around the ironing board, revealing more of the beige sectional sofa’s curve and a side table beside it. The TV screen remains visible, displaying the glowing city skyline, while the carpeted floor extends beneath all furniture, showing subtle texture under ambient lighting.",
+          "20-40%: As the rotation continues, the camera captures a tall floor lamp near a window with sheer white curtains, allowing soft daylight to filter in. The ironing board remains the focal point, its white metal legs casting faint shadows on the plush carpeted floor, while the wall of framed pictures stays visible behind the sofa. The camera then tilts slightly upward, revealing the ceiling light fixture — a modern design with frosted glass shades — positioned directly above the ironing board. The underside of the ironing board mesh becomes visible, showing its crisscross white fabric structure, while the TV screen reflects ambient light from the room.",
+          "40-60%: Continuing the clockwise rotation, the camera pans past the TV, capturing its full display of the city skyline with illuminated skyscrapers. The beige sectional sofa curves into the frame on the right, with its patterned pillows and blankets undisturbed, while the carpeted floor stretches continuously beneath all objects. The camera moves further around the ironing board, now capturing the back of the sofa and the wall of framed pictures from a different angle. The ironing board’s legs are clearly visible, casting defined shadows on the carpeted floor, while the TV screen glows softly in the background.",
+          "60-80%: As the camera approaches the final quarter of its rotation, it lowers slightly, emphasizing the texture of the carpeted floor and the base of the ironing board’s legs. The TV still displays the city skyline, and the beige sectional sofa frames the right side of the shot, maintaining visual continuity with earlier frames. Reflections on the TV screen and the texture of the carpet underfoot are captured, while the central ironing board and its patterned pillow remain in focus.",
+          "80-100%: Finally, the camera completes its 360-degree orbit, returning to the starting position but from a slightly lower angle, focusing on the ironing board’s legs and their shadows on the carpeted floor. The TV continues to display the city skyline, the beige sectional sofa frames the background, and the ceiling light fixture remains visible overhead — completing the seamless loop with all mandatory landmarks intact: carpeted floor, ironing board with patterned pillow, TV displaying city skyline, and the surrounding furniture and decor."
+        ],
+        "level_4": [
+          "The video begins with a low-angle wide shot of a living room featuring a beige sectional sofa with patterned pillows, a light gray carpeted floor, and a white ironing board centered in the frame, topped with a colorful circular-patterned pillow. In the background, a wall displays framed pictures, and to the left, a large TV screen shows a city skyline at dusk.",
+          "The camera begins a slow clockwise rotation around the ironing board, revealing more of the beige sectional sofa’s curve and a side table beside it. The TV screen remains visible, displaying the glowing city skyline, while the carpeted floor extends beneath all furniture, showing subtle texture under ambient lighting.",
+          "As the rotation continues, the camera captures a tall floor lamp near a window with sheer white curtains, allowing soft daylight to filter in. The ironing board remains the focal point, its white metal legs casting faint shadows on the plush carpeted floor, while the wall of framed pictures stays visible behind the sofa.",
+          "The camera tilts slightly upward, revealing the ceiling light fixture — a modern design with frosted glass shades — positioned directly above the ironing board. The underside of the ironing board mesh becomes visible, showing its crisscross white fabric structure, while the TV screen reflects ambient light from the room.",
+          "Continuing the clockwise rotation, the camera pans past the TV, capturing its full display of the city skyline with illuminated skyscrapers. The beige sectional sofa curves into the frame on the right, with its patterned pillows and blankets undisturbed, while the carpeted floor stretches continuously beneath all objects.",
+          "The camera moves further around the ironing board, now capturing the back of the sofa and the wall of framed pictures from a different angle. The ironing board’s legs are clearly visible, casting defined shadows on the carpeted floor, while the TV screen glows softly in the background.",
+          "As the camera approaches the final quarter of its rotation, it lowers slightly, emphasizing the texture of the carpeted floor and the base of the ironing board’s legs. The TV still displays the city skyline, and the beige sectional sofa frames the right side of the shot, maintaining visual continuity with earlier frames.",
+          "Finally, the camera completes its 360-degree orbit, returning to the starting position but from a slightly lower angle, focusing on the ironing board’s legs and their shadows on the carpeted floor. The TV continues to display the city skyline, the beige sectional sofa frames the background, and the ceiling light fixture remains visible overhead — completing the seamless loop with all mandatory landmarks intact."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Does the TV displaying the city skyline reappear in the same relative position after the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "d0324368976ff45eb84a7c20f3a9e5d09bca7d99e3568b4a8e60c5b6fcf4e2f0_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the ironing board remain visually consistent throughout the camera's orbit?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595526"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which object is consistently described as being centered in the frame during the entire sequence?",
+          "options": [
+            "A. The TV",
+            "B. The sectional sofa",
+            "C. The ironing board",
+            "D. The floor lamp"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595558"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the ironing board’s crisscross mesh structure visible from multiple angles without deformation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595570"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What structural feature of the ironing board is revealed when the camera tilts upward?",
+          "options": [
+            "A. Its wooden base",
+            "B. Its crisscross mesh underside",
+            "C. Its patterned top cushion",
+            "D. Its electrical cord"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595577"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Are fine textures like the carpet and pillow patterns described consistently across segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595586"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which element is explicitly mentioned to have visible texture under ambient lighting?",
+          "options": [
+            "A. The TV screen",
+            "B. The ironing board legs",
+            "C. The carpeted floor",
+            "D. The framed pictures"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595592"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation and return to the starting view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595599"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "How does the final camera angle differ from the initial one?",
+          "options": [
+            "A. It is higher",
+            "B. It is lower",
+            "C. It is tilted backward",
+            "D. It is zoomed in"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595605"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Do background elements like the framed pictures remain consistent when they reappear during the rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595613"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which background element remains visible throughout the entire rotation and must retain its appearance?",
+          "options": [
+            "A. The side table",
+            "B. The TV displaying the city skyline",
+            "C. The floor lamp",
+            "D. The ironing board"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595620"
+        },
+        {
+          "question": "Does the TV displaying the city skyline reappear in the same relative position after the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "12",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the ironing board remain visually consistent throughout the camera's orbit?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595526"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Which object is consistently described as being centered in the frame during the entire sequence?",
+          "options": [
+            "A. The TV",
+            "B. The sectional sofa",
+            "C. The ironing board",
+            "D. The floor lamp"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595558"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Is the ironing board’s crisscross mesh structure visible from multiple angles without deformation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595570"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "What structural feature of the ironing board is revealed when the camera tilts upward?",
+          "options": [
+            "A. Its wooden base",
+            "B. Its crisscross mesh underside",
+            "C. Its patterned top cushion",
+            "D. Its electrical cord"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595577"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Are fine textures like the carpet and pillow patterns described consistently across segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595586"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "Which element is explicitly mentioned to have visible texture under ambient lighting?",
+          "options": [
+            "A. The TV screen",
+            "B. The ironing board legs",
+            "C. The carpeted floor",
+            "D. The framed pictures"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595592"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation and return to the starting view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595599"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "How does the final camera angle differ from the initial one?",
+          "options": [
+            "A. It is higher",
+            "B. It is lower",
+            "C. It is tilted backward",
+            "D. It is zoomed in"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595605"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Do background elements like the framed pictures remain consistent when they reappear during the rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595613"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which background element remains visible throughout the entire rotation and must retain its appearance?",
+          "options": [
+            "A. The side table",
+            "B. The TV displaying the city skyline",
+            "C. The floor lamp",
+            "D. The ironing board"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595620"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the reflection on the TV screen show the actual room environment, including the ironing board and sofa, as seen from the camera's perspective?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt states that reflections are captured on the TV screen during the camera’s rotation. Since the TV is a reflective surface and the camera captures reflections, it must reflect elements of the room such as the ironing board and sofa, which are visible in the scene.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288430"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "Which objects should be visible in the reflection on the TV screen when the camera is positioned directly opposite the TV?",
+          "options": [
+            "A. The ironing board and its patterned pillow",
+            "B. The ceiling light fixture and framed pictures",
+            "C. The window with sheer curtains and floor lamp",
+            "D. The side table and part of the sectional sofa"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "When the camera is opposite the TV, the ironing board is centrally located and prominent. Therefore, the reflection on the TV screen would logically include the ironing board and its decorative pillow, as they are closest and most central to the viewing angle.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288470"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Is the reflection on the TV screen consistent with the presence of ambient daylight coming through the window?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt mentions sheer white curtains diffusing natural daylight. Since the TV screen reflects ambient light, it should reflect this soft daylight, indicating consistency between the lighting in the room and what appears in the reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288480"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "If the camera is rotating around the ironing board, what should appear in the reflection on the TV screen as the camera passes behind the sofa?",
+          "options": [
+            "A. The back of the sofa and wall of framed pictures",
+            "B. The ceiling light fixture",
+            "C. The ironing board’s underside mesh",
+            "D. The carpet texture underfoot"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "As the camera rotates past the sofa, the back of the sofa and the wall of framed pictures become visible. These elements would be reflected in the TV screen if it is angled appropriately, making them the correct content in the reflection at that moment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288487"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "Does the reflection on the TV screen include the city skyline displayed on the screen itself?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The TV screen displays a city skyline, but the reflection on it should show the room environment, not the content being displayed. The reflection and the display are separate — the reflection shows the physical room, while the screen shows digital content.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288494"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "When the camera returns to the original position after completing the 360-degree orbit, does the reflection on the TV screen remain consistent with the initial frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt describes a seamless loop where all elements return to their original state. Since the TV continues to display the city skyline and the room setup remains unchanged, the reflection on the TV screen should also remain temporally consistent with the initial view.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288504"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "In Segment 2, the camera captures reflections on the TV screen. In Segment 8, the camera returns to a similar position. How should the reflection on the TV screen compare?",
+          "options": [
+            "A. It should be identical in content and lighting",
+            "B. It should show a different angle due to camera movement",
+            "C. It should reflect only the ironing board's legs",
+            "D. It should disappear entirely"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Since the environment is static and the camera returns to a nearly identical position (only slightly lower), the reflection on the TV screen should be temporally consistent, showing the same room elements as before, maintaining continuity across segments.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288510"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Does the reflection on the TV screen change when the camera moves to a new segment, even if the room layout stays the same?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "As the camera moves around the room, the angle relative to the TV changes, so the reflection on the screen must update accordingly. Even if the room doesn’t change, the reflection should dynamically shift to reflect the new viewpoint, ensuring temporal consistency with motion.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288521"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "Which statement best describes the reflection on the TV screen across Segments 4 and 5?",
+          "options": [
+            "A. The reflection remains unchanged because the TV is fixed",
+            "B. The reflection updates to show more of the room as the camera moves",
+            "C. The reflection becomes darker due to changing lighting",
+            "D. The reflection disappears when the camera focuses on the ceiling"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "In Segment 4, the camera tilts up and shows the ceiling and underside of the ironing board. In Segment 5, it pans past the TV, implying a change in angle. Thus, the reflection on the TV screen should update to include new parts of the room, demonstrating temporal consistency with motion.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288528"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "After the camera completes its full orbit and returns to the starting position, does the reflection on the TV screen match the one seen at the beginning of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt specifies a continuous loop with the same elements intact. This implies that the reflection on the TV screen, as part of the visual environment, must return to its original state for the loop to be seamless, ensuring temporal consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288535"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "As the camera rotates clockwise around the ironing board, does the reflection on the TV screen update to show the changing perspective of the room?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The camera’s movement changes the angle relative to the TV screen. For the reflection to be physically accurate, it must update to reflect the current room configuration from that viewpoint, ensuring viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288542"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "When the camera is positioned near the window, what should the reflection on the TV screen primarily show?",
+          "options": [
+            "A. The floor lamp and sheer curtains",
+            "B. The ceiling light fixture",
+            "C. The ironing board’s legs and shadow",
+            "D. The back of the sofa"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "When the camera is near the window, the floor lamp and sheer curtains are prominent. The reflection on the TV screen would capture these nearby elements, especially since they are illuminated by daylight and close to the reflective surface.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288548"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "Does the reflection on the TV screen show the correct orientation of objects based on the camera’s position during the rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The reflection must mirror the real-world spatial relationships. As the camera moves, the reflection should adjust to show objects in the correct orientation relative to the viewer, maintaining viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288555"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "When the camera is directly above the ironing board, what should the reflection on the TV screen include?",
+          "options": [
+            "A. The ceiling light fixture and top of the ironing board",
+            "B. The underside mesh of the ironing board",
+            "C. The TV screen’s own display",
+            "D. The side table and sofa armrest"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "From a top-down view, the ceiling light fixture and the top of the ironing board would be visible. Since the TV screen reflects the overhead environment, it should show these elements, aligning with the camera’s viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288561"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "When the camera returns to the original position after a full rotation, is the reflection on the TV screen consistent with the first frame’s reflection?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt describes a seamless loop with no environmental changes. Returning to the original position means the same spatial relationship exists, so the reflection should be identical, preserving viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288567"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_3566f129daa17ed5e4dc2b67773765d9805e563794dbdf6cd17ac3f8edf8b61b"
+  },
+  {
+    "task_id": "mem_dl3dv_22f4385b2f47305c70569783d0383f4bc19c42718f9bfc43b92aedee2626909b",
+    "instance_id": "mem_dl3dv_22f4385b2f47305c70569783d0383f4bc19c42718f9bfc43b92aedee2626909b",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_22f4385b2f47305c70569783d0383f4bc19c42718f9bfc43b92aedee2626909b.mp4",
+      "total_frames": 404,
+      "fps": 15.0,
+      "duration_sec": 26.93,
+      "reference_image_path": "inference_img/mem_dl3dv_22f4385b2f47305c70569783d0383f4bc19c42718f9bfc43b92aedee2626909b_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, low-to-the-ground shot of a cozy living room centered on a black office chair with a patterned pillow (purple, beige, and brown circles) draped over its back. The camera slowly rotates clockwise around the chair, revealing a beige sectional sofa with a matching patterned blanket to the right, a red leather office chair in the background near a desk, and a large TV displaying a bright cityscape mounted on a black TV stand to the left. As the rotation continues, the camera tilts slightly upward to capture framed pictures on the wall, a floor lamp near a doorway, and ambient lighting reflecting off the carpeted floor. The camera then dips downward, moving underneath the chair to reveal the underside of the seat with visible warning labels affixed to the plastic base, followed by a close-up of the black five-star base with casters rolling slightly on the plush beige carpet. Continuing from this low angle, the camera pans up along the chair’s central column, then circles back around to show the full living room again — including the TV on its black stand, the red leather office chair, and the beige sectional sofa — before finally returning to the initial framing, completing the 360-degree orbit while maintaining smooth motion throughout."
+        ],
+        "level_2": [
+          "The video begins with a low-angle, rotating shot around a black office chair adorned with a patterned pillow (purple, beige, and brown circles). The camera moves clockwise, revealing a beige sectional sofa with a patterned blanket to the right, a red leather office chair in the background, and a TV displaying a cityscape on a black TV stand to the left. The carpeted floor is visible beneath, and ambient light illuminates the room, highlighting framed wall art and a floor lamp near a doorway. The camera maintains steady motion as it captures the full layout of the living room.",
+          "Continuing from the first segment, the camera lowers its angle and glides underneath the office chair, focusing on the underside of the seat where warning labels are clearly visible on the plastic structure. The black five-star base with its casters is shown rolling slightly on the beige carpeted floor. The camera then begins to tilt upward along the chair’s central column, preparing to re-emerge into the wider room view while maintaining smooth, continuous motion.",
+          "Finally, the camera rises and completes its circular orbit around the chair, once again showcasing the TV on its black stand displaying a cityscape, the red leather office chair in the background, and the beige sectional sofa with its patterned blanket. The floor lamp near the doorway and the carpeted flooring remain consistent visual anchors. The video concludes by returning to the original framing, having completed a full 360-degree sweep that emphasizes spatial relationships and object placement within the living room."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle shot focused on a black office chair with a colorful patterned pillow (purple, beige, brown circles) draped over its back. The camera begins a slow clockwise rotation, revealing a beige sectional sofa with a patterned blanket to the right and a TV displaying a cityscape on a black TV stand to the left. The carpeted floor and ambient lighting are visible.",
+          "20-40%: As the camera continues its clockwise rotation, more of the living room comes into view: a red leather office chair positioned near a desk in the background, framed artwork on the walls, and a floor lamp standing near a doorway. The camera movement remains smooth and steady, keeping the office chair centered as the focal point. The rotation progresses further, now showing the opposite side of the room, with the TV on its black stand remaining visible on the left and the beige sectional sofa extending across the right side of the frame.",
+          "40-60%: The camera begins to lower its angle, dipping underneath the office chair; the underside of the seat becomes visible, revealing white warning labels affixed to the plastic base. The black five-star base with its casters is partially visible, resting on the beige carpeted floor. The camera fully descends under the chair, offering a detailed view of the underside of the seat with warning labels clearly legible. The black five-star base is now fully in frame, with each caster making contact with the plush carpet. The camera lingers momentarily to emphasize structural details before beginning to rise again.",
+          "60-80%: The camera tilts upward along the central column of the office chair, transitioning smoothly from the under-chair perspective back toward the room’s mid-level view. The black five-star base recedes from focus as the patterned pillow and upper chair structure come back into prominence. Rising further, the camera resumes its clockwise orbit, now capturing the TV on its black stand displaying a cityscape, the red leather office chair in the background, and the beige sectional sofa with its patterned blanket. The floor lamp near the doorway and the ambient lighting remain consistent visual elements.",
+          "80-100%: The camera completes its 360-degree rotation, returning to the initial framing. The black office chair with the patterned pillow remains centered, surrounded by the familiar elements: the beige sectional sofa, the TV on its black stand, the red leather office chair, and the carpeted floor. The video ends with a stable, wide-angle shot mirroring the opening frame."
+        ],
+        "level_4": [
+          "The video opens with a low-angle shot focused on a black office chair with a colorful patterned pillow (purple, beige, brown circles) draped over its back. The camera begins a slow clockwise rotation, revealing a beige sectional sofa with a patterned blanket to the right and a TV displaying a cityscape on a black TV stand to the left. The carpeted floor and ambient lighting are visible.",
+          "As the camera continues its clockwise rotation, more of the living room comes into view: a red leather office chair positioned near a desk in the background, framed artwork on the walls, and a floor lamp standing near a doorway. The camera movement remains smooth and steady, keeping the office chair centered as the focal point.",
+          "The rotation progresses further, now showing the opposite side of the room. The TV on its black stand remains visible on the left, while the beige sectional sofa extends across the right side of the frame. The patterned blanket on the sofa and the carpeted floor continue to provide texture and context to the environment.",
+          "The camera begins to lower its angle, dipping underneath the office chair. The underside of the seat becomes visible, revealing white warning labels affixed to the plastic base. The black five-star base with its casters is partially visible, resting on the beige carpeted floor.",
+          "The camera fully descends under the chair, offering a detailed view of the underside of the seat with warning labels clearly legible. The black five-star base is now fully in frame, with each caster making contact with the plush carpet. The camera lingers momentarily to emphasize structural details before beginning to rise again.",
+          "The camera tilts upward along the central column of the office chair, transitioning smoothly from the under-chair perspective back toward the room’s mid-level view. The black five-star base recedes from focus as the patterned pillow and upper chair structure come back into prominence.",
+          "Rising further, the camera resumes its clockwise orbit, now capturing the TV on its black stand displaying a cityscape, the red leather office chair in the background, and the beige sectional sofa with its patterned blanket. The floor lamp near the doorway and the ambient lighting remain consistent visual elements.",
+          "The camera completes its 360-degree rotation, returning to the initial framing. The black office chair with the patterned pillow remains centered, surrounded by the familiar elements: the beige sectional sofa, the TV on its black stand, the red leather office chair, and the carpeted floor. The video ends with a stable, wide-angle shot mirroring the opening frame."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the TV displaying a cityscape still visible on the left side of the frame when the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "a31705d74cea69ba6d5b3df8a2586f5da81d6dc5672699ecdd2ef550736f7937_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Are the warning labels on the underside of the chair seat visible during the downward tilt?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "a31705d74cea69ba6d5b3df8a2586f5da81d6dc5672699ecdd2ef550736f7937_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the black office chair retain its identity throughout the entire 360-degree rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843255"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which object remains consistently visible and unchanged in identity across all segments?",
+          "options": [
+            "A. The red leather office chair",
+            "B. The TV displaying a cityscape",
+            "C. The black office chair with the patterned pillow",
+            "D. The floor lamp"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843288"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are the colors and patterns of the pillow consistent when viewed from multiple angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843300"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "Which visual detail must remain consistent under the chair despite changing camera angles?",
+          "options": [
+            "A. The color of the casters",
+            "B. The legibility of the warning labels",
+            "C. The number of casters",
+            "D. The material of the carpet"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843307"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the camera return to the exact initial framing after completing the 360-degree orbit?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843316"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What must be preserved for horizontal loop memory to succeed?",
+          "options": [
+            "A. Camera speed",
+            "B. Object positions relative to the chair",
+            "C. Lighting intensity",
+            "D. Frame rate"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843322"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Do the background elements (TV, sofa, red chair) appear unchanged when the camera returns from under the chair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843329"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "Which element serves as a key anchor for background re-entry consistency?",
+          "options": [
+            "A. The patterned blanket",
+            "B. The black TV stand",
+            "C. The floor lamp near the doorway",
+            "D. The carpeted floor"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843335"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the camera maintain consistent vertical positioning when moving from under the chair back to the room view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843343"
+        },
+        {
+          "question": "Is the TV displaying a cityscape still visible on the left side of the frame when the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "12",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Are the warning labels on the underside of the chair seat visible during the downward tilt?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "13",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "14",
+          "type": "binary",
+          "question": "Does the black office chair retain its identity throughout the entire 360-degree rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843255"
+        },
+        {
+          "question_id": "15",
+          "type": "multiple_choice",
+          "question": "Which object remains consistently visible and unchanged in identity across all segments?",
+          "options": [
+            "A. The red leather office chair",
+            "B. The TV displaying a cityscape",
+            "C. The black office chair with the patterned pillow",
+            "D. The floor lamp"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843288"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Are the colors and patterns of the pillow consistent when viewed from multiple angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843300"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "Which visual detail must remain consistent under the chair despite changing camera angles?",
+          "options": [
+            "A. The color of the casters",
+            "B. The legibility of the warning labels",
+            "C. The number of casters",
+            "D. The material of the carpet"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843307"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Does the camera return to the exact initial framing after completing the 360-degree orbit?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843316"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "What must be preserved for horizontal loop memory to succeed?",
+          "options": [
+            "A. Camera speed",
+            "B. Object positions relative to the chair",
+            "C. Lighting intensity",
+            "D. Frame rate"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843322"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Do the background elements (TV, sofa, red chair) appear unchanged when the camera returns from under the chair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843329"
+        },
+        {
+          "question_id": "21",
+          "type": "multiple_choice",
+          "question": "Which element serves as a key anchor for background re-entry consistency?",
+          "options": [
+            "A. The patterned blanket",
+            "B. The black TV stand",
+            "C. The floor lamp near the doorway",
+            "D. The carpeted floor"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843335"
+        },
+        {
+          "question_id": "22",
+          "type": "binary",
+          "question": "Does the camera maintain consistent vertical positioning when moving from under the chair back to the room view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843343"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the reflection in any mirror or reflective surface show the patterned pillow (purple, beige, and brown circles) on the office chair when the camera is positioned to view it?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt does not mention any mirrors or reflective surfaces, so there is no reflection content to evaluate. Therefore, the reflection cannot show the pillow unless a mirror exists, which is not described.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481269"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "If a mirror were present in the room reflecting the TV displaying a cityscape, what should be visible in the reflection when the camera is facing the TV?",
+          "options": [
+            "A. The cityscape displayed on the TV screen",
+            "B. The back of the red leather office chair",
+            "C. The patterned blanket on the sectional sofa",
+            "D. The underside of the office chair base"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The TV displays a bright cityscape, and if a mirror reflects the TV from the same angle as the camera, it should show the cityscape. This assumes the mirror is positioned to reflect the TV’s front-facing display.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481307"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Would a mirror placed near the floor lamp reflect the framed pictures on the wall if the camera is positioned to see both?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt does not describe any mirrors or reflective surfaces. Without a mirror being mentioned, no reflection can occur, making this question hypothetical but grounded in evaluating what would be expected if a mirror existed.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481316"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "If a glass coffee table were added to the scene and reflected the red leather office chair, what object should appear in the reflection when the camera is directly above the table?",
+          "options": [
+            "A. The black office chair with the patterned pillow",
+            "B. The red leather office chair",
+            "C. The TV stand and cityscape",
+            "D. The floor lamp near the doorway"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "If the glass coffee table is positioned such that the red leather office chair is above it, then its reflection should show the chair. The prompt places the red leather chair in the background near a desk, so it could be reflected if the table is angled appropriately.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481323"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "In a scenario where a mirror is mounted on the wall opposite the TV, would the reflection show the cityscape displayed on the TV screen?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "If the mirror is directly across from the TV and faces it, the reflection would include the TV screen showing the cityscape, assuming no obstructions. This tests whether the reflection content matches the actual environment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481330"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "If a mirror appears in Segment 1 and again in Segment 8, does the reflection show the same objects (e.g., TV, sectional sofa) in both segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Since the room layout remains unchanged throughout the video and the camera returns to the original framing, any mirror in the same position would reflect the same scene at both times, assuming no environmental changes.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481339"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the initial framing in Segment 8 after passing under the chair, how should a mirror's reflection change compared to Segment 1?",
+          "options": [
+            "A. It should show different lighting due to time progression",
+            "B. It should reflect the same objects in the same positions",
+            "C. It should only show the underside of the chair",
+            "D. It should reflect the casters rolling on the carpet"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The environment remains consistent across segments; the camera returns to the original position. Thus, any mirror in the same location would reflect the same objects in the same configuration as in Segment 1.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481347"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "If a mirror was visible during the camera’s rotation in Segment 2 and reappears in Segment 7, does the reflection update to show the new camera angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "As the camera moves around the room, the perspective changes. A mirror would reflect the changing environment accordingly, so the reflection should update to match the current viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481353"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "If a mirror shows the TV and sectional sofa in Segment 3, and the camera later returns to the same position in Segment 7, what should the mirror reflect?",
+          "options": [
+            "A. Only the office chair",
+            "B. The TV and sectional sofa, same as before",
+            "C. The underside of the chair base",
+            "D. The floor lamp and doorway"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The camera returns to a similar position, and the room has not changed. Therefore, the mirror should reflect the same objects—TV and sectional sofa—as in Segment 3, ensuring temporal consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481359"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Does the reflection in a mirror remain consistent when the camera passes under the chair and then returns to the original height?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Even though the camera briefly goes under the chair, upon returning to the original height and orientation, the environment remains unchanged. Thus, the mirror’s reflection should also remain consistent with earlier views.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481366"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "As the camera rotates clockwise around the office chair, does the reflection in a mirror show the correct side of the room based on the camera’s angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The reflection must dynamically update with the camera’s movement. As the camera rotates, the mirror should reflect the corresponding part of the room, maintaining spatial accuracy.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481373"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "When the camera dips underneath the chair and looks up at the central column, what should a mirror mounted on the ceiling reflect?",
+          "options": [
+            "A. The underside of the chair and carpet",
+            "B. The TV and sectional sofa",
+            "C. The patterned pillow on the chair back",
+            "D. The floor lamp near the doorway"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "From a low-angle view under the chair, a ceiling-mounted mirror would reflect the immediate surroundings: the underside of the chair and the carpeted floor. This ensures viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481379"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "When the camera pans upward along the chair’s column from under the chair, does the mirror reflect the rising camera path correctly?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera ascends, a mirror in the scene should reflect the changing perspective, including the upward movement and visibility of the chair’s upper structure. This maintains viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481386"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "If a mirror is placed on the wall behind the TV, what should it reflect when the camera is facing the TV from the left?",
+          "options": [
+            "A. The red leather office chair",
+            "B. The patterned blanket on the sofa",
+            "C. The black office chair with the pillow",
+            "D. The TV and cityscape"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "From the left side of the room, the mirror behind the TV would reflect the office chair with the patterned pillow, as it is located in front of the mirror from that vantage point.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481392"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "When the camera completes its 360-degree orbit and returns to the starting position, does the mirror reflect the same scene as it did at the beginning?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The camera returns to the exact same framing and orientation, and the environment has not changed. Thus, any mirror in the scene should reflect the identical view as in the opening shot, preserving viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481398"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_22f4385b2f47305c70569783d0383f4bc19c42718f9bfc43b92aedee2626909b"
+  },
+  {
+    "task_id": "mem_dl3dv_d99d4c9126a46474b90ad4b2565d9daaf529387572ccdc388e3883083b66391a",
+    "instance_id": "mem_dl3dv_d99d4c9126a46474b90ad4b2565d9daaf529387572ccdc388e3883083b66391a",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_d99d4c9126a46474b90ad4b2565d9daaf529387572ccdc388e3883083b66391a.mp4",
+      "total_frames": 350,
+      "fps": 15.0,
+      "duration_sec": 23.33,
+      "reference_image_path": "inference_img/mem_dl3dv_d99d4c9126a46474b90ad4b2565d9daaf529387572ccdc388e3883083b66391a_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a tranquil lakeside park scene, featuring a wooden bench with a black metal frame positioned on a paved walkway that curves gently left along the lake shoreline. Overhanging willow tree branches drape elegantly over the water, casting soft shadows on the grassy bank. The camera slowly pans right, revealing more of the serene lake and the lush greenery surrounding it. As the pan continues, a second identical bench comes into view further down the path, nestled under another large willow tree. A green bucket is visible under this tree, resting near some rocks and partially obscured by low-hanging branches. The paved path continues to wind through the grassy area, bordered by trees and reeds. The camera then circles back slightly, offering a wider perspective that includes both benches, the curving paved walkway, and the shimmering lake surface reflecting the morning light. Continuing from this wide shot, the camera moves forward along the path, passing the first bench again and highlighting the texture of the pavement and scattered leaves. The willow tree’s long, flowing branches sway subtly in the breeze, framing the lake beautifully. Finally, the camera returns to its original position, completing a gentle circular motion that captures the peaceful ambiance of the park, with all mandatory landmarks — willow tree overhanging lake, paved path curving left, benches positioned near water, green bucket under tree, willow tree branches, paved walkway, wooden bench with black metal frame, and lake shoreline — clearly and cohesively integrated throughout the entire sequence."
+        ],
+        "level_2": [
+          "The video opens with a static wide shot of a wooden bench with a black metal frame situated on a paved walkway that curves left along the lake shoreline. Overhanging willow tree branches frame the scene, draping toward the water’s edge. In the background, the calm lake reflects sunlight, while tall reeds and grasses line the shore. The camera begins a slow pan to the right, revealing more of the lake and the continuation of the paved path. A second bench appears in the distance, also placed near the water under another willow tree. The green bucket under the tree becomes visible as the camera moves closer to the second bench, nestled beside rocks and partially hidden by foliage. The paved walkway remains prominent, winding through the grassy terrain.",
+          "Continuing from the previous segment, the camera now focuses on the second bench under the willow tree, capturing the green bucket nearby and the intricate details of the tree’s drooping branches. The camera begins to circle around this bench, showing the paved path extending behind it and the lake shoreline stretching into the distance. The movement reveals the full context of the park: multiple benches spaced along the curving walkway, each positioned for optimal lake views. The camera then transitions smoothly to a forward tracking shot along the paved path, passing the first bench once more. The texture of the stone pavers, scattered dry leaves, and the contrast between the manicured grass and natural shoreline are highlighted. Willow branches continue to sway gently overhead, maintaining the serene atmosphere.",
+          "Finally, the camera completes its circular trajectory by returning to the initial vantage point, offering a familiar yet refreshed view of the first bench and the willow tree overhanging the lake. The paved path curves left as before, leading the eye toward the distant shoreline and the second bench still visible under its own willow canopy. The green bucket remains tucked beneath the tree, a quiet detail anchoring the scene. The camera lingers briefly, allowing the viewer to absorb the full composition: the wooden bench with black metal frame, the paved walkway, the willow tree branches swaying in the breeze, and the tranquil lake shoreline. All mandatory landmarks are present and visually connected, reinforcing the peaceful continuity of the park environment from start to finish."
+        ],
+        "level_3": [
+          "0-20%: The video begins with a medium shot of a wooden bench with a black metal frame positioned on a paved walkway that curves left along the lake shoreline. Overhanging willow tree branches frame the top of the frame, casting shadows on the grass below. The lake glimmers in the background, bordered by reeds and grasses. The camera is stationary but poised to begin a slow pan to the right, then initiates a smooth rightward pan, revealing more of the paved walkway and the continuation of the lake shoreline; the first bench stays in view on the left as the camera uncovers a second bench further down the path, also near the water and under another willow tree, though the green bucket under the second tree is not yet visible.",
+          "20-40%: The pan continues, bringing the second bench fully into view. The green bucket under the tree becomes noticeable, resting near rocks and partially hidden by low-hanging branches. The paved path curves visibly to the left behind the bench, and the lake shoreline extends into the distance. The camera maintains a steady pace, emphasizing the tranquility of the setting. The camera then begins to circle around the second bench, shifting perspective to show the paved walkway extending behind it and the full expanse of the lake shoreline, with willow branches draping gracefully into the frame and the green bucket remaining visible under the tree.",
+          "40-60%: Continuing the circular motion, the camera now faces back toward the first bench, capturing the full length of the paved path that connects both benches. The willow tree overhanging the lake is prominent again, its branches framing the shot. The camera begins a slow forward tracking movement along the paved walkway, passing the first bench once more. As the camera tracks forward, the texture of the stone pavers and scattered dry leaves become more detailed. The grassy bank beside the path is uneven, with patches of dirt and moss. Willow tree branches overhead sway gently, filtering sunlight onto the path, while the lake shoreline remains visible to the right with reeds swaying slightly in the breeze.",
+          "60-80%: The camera continues its forward motion, approaching the end of the paved path near the first bench. It begins to arc back to the left, initiating a return to the original viewpoint. The second bench and the green bucket under the tree come back into view in the distance, framed by the willow branches and the lake beyond. The paved walkway, curving left, remains central to the composition, and the serene ambiance is maintained through subtle movement of foliage and light reflections on the water.",
+          "80-100%: Finally, the camera settles back into its starting position, offering a symmetrical composition of the first bench, the curving paved walkway, and the willow tree overhanging the lake. The green bucket under the distant tree, the wooden bench with black metal frame, the paved walkway, the willow branches, and the lake shoreline are all visible, creating a harmonious and complete visual loop that encapsulates the entire scene. The camera lingers briefly, allowing the viewer to absorb the full composition, with all mandatory landmarks clearly and cohesively integrated."
+        ],
+        "level_4": [
+          "Part 1/8: The video begins with a medium shot of a wooden bench with a black metal frame positioned on a paved walkway that curves left along the lake shoreline. Overhanging willow tree branches frame the top of the frame, casting shadows on the grass below. The lake glimmers in the background, bordered by reeds and grasses. The camera is stationary but poised to begin a slow pan to the right.",
+          "Part 2/8: The camera begins a smooth rightward pan, revealing more of the paved walkway and the continuation of the lake shoreline. The willow tree’s branches remain prominent, gently swaying. The first bench stays in view on the left as the camera uncovers a second bench further down the path, also near the water and under another willow tree. The green bucket under the second tree is not yet visible.",
+          "Part 3/8: The pan continues, bringing the second bench fully into view. The green bucket under the tree becomes noticeable, resting near rocks and partially hidden by low-hanging branches. The paved path curves visibly to the left behind the bench, and the lake shoreline extends into the distance. The camera maintains a steady pace, emphasizing the tranquility of the setting.",
+          "Part 4/8: The camera begins to circle around the second bench, shifting perspective to show the paved walkway extending behind it and the full expanse of the lake shoreline. Willow branches drape gracefully into the frame, enhancing the sense of enclosure and peace. The green bucket remains visible under the tree, adding a subtle human element to the natural scene.",
+          "Part 5/8: Continuing the circular motion, the camera now faces back toward the first bench, capturing the full length of the paved path that connects both benches. The willow tree overhanging the lake is prominent again, its branches framing the shot. The camera begins a slow forward tracking movement along the paved walkway, passing the first bench once more.",
+          "Part 6/8: As the camera tracks forward, the texture of the stone pavers and scattered dry leaves become more detailed. The grassy bank beside the path is uneven, with patches of dirt and moss. The willow tree branches overhead sway gently, filtering sunlight onto the path. The lake shoreline remains visible to the right, with reeds swaying slightly in the breeze.",
+          "Part 7/8: The camera continues its forward motion, approaching the end of the paved path near the first bench. It begins to arc back to the left, initiating a return to the original viewpoint. The second bench and the green bucket under the tree come back into view in the distance, framed by the willow branches and the lake beyond.",
+          "Part 8/8: Finally, the camera settles back into its starting position, offering a symmetrical composition of the first bench, the curving paved walkway, and the willow tree overhanging the lake. The green bucket under the distant tree, the wooden bench with black metal frame, the paved walkway, the willow branches, and the lake shoreline are all visible, creating a harmonious and complete visual loop that encapsulates the entire scene."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Does the wooden bench reappear in the same position when the camera moves backward?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Path Retracing Memory",
+          "question_id": "caf35e90103817a639c72286755aa7b25718666b337269cf7c577b19722a17df_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Is the green bucket still visible under the tree after the camera retraces its path?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Path Retracing Memory",
+          "question_id": "caf35e90103817a639c72286755aa7b25718666b337269cf7c577b19722a17df_0_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the wooden bench with a black metal frame maintain the same appearance when the camera returns to the starting position?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:39.504167"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the bench’s consistency requirement across camera movements?",
+          "options": [
+            "A. It changes color depending on lighting",
+            "B. It must retain identical material and structure",
+            "C. It disappears in later segments",
+            "D. It transforms into a stone bench"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:39.504203"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the paved walkway consistently curve left along the shoreline in all views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:39.504216"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Is the green bucket visible under the second tree when the camera returns to the initial view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:39.504224"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the camera return to the exact initial vantage point at the end of the sequence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:39.504232"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What must be preserved for successful horizontal loop memory?",
+          "options": [
+            "A. Only the bench's position",
+            "B. The entire scene composition including landmarks",
+            "C. Just the camera speed",
+            "D. Only the lake reflection"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:39.504238"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Are the background elements such as the lake and willow trees consistent when the camera returns to the start?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:39.504259"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "How should the paved walkway appear when the camera retraces its path?",
+          "options": [
+            "A. With different texture details",
+            "B. Identical to the forward pass",
+            "C. Completely changed",
+            "D. Only partially visible"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:39.504267"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_d99d4c9126a46474b90ad4b2565d9daaf529387572ccdc388e3883083b66391a"
+  },
+  {
+    "task_id": "mem_dl3dv_81bf2a03aadbf20bf20aa2feb18ab8b9afbd377b5be45e3792622e6e8d227a02",
+    "instance_id": "mem_dl3dv_81bf2a03aadbf20bf20aa2feb18ab8b9afbd377b5be45e3792622e6e8d227a02",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_81bf2a03aadbf20bf20aa2feb18ab8b9afbd377b5be45e3792622e6e8d227a02.mp4",
+      "total_frames": 321,
+      "fps": 15.0,
+      "duration_sec": 21.4,
+      "reference_image_path": "inference_img/mem_dl3dv_81bf2a03aadbf20bf20aa2feb18ab8b9afbd377b5be45e3792622e6e8d227a02_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a low-angle shot of a green octagonal picnic table with black metal legs and attached benches, situated on a paved ground composed of light beige square tiles. The camera slowly circles clockwise around the table, revealing its full structure — slatted tabletop, curved bench seating integrated into the frame, and sturdy black support beams. To the right, a red brick wall runs parallel to the table, while in the background, a distant building entrance with white-framed glass doors and steps leading up to it becomes visible as the camera moves. As the camera continues its orbit, the perspective shifts to show the table from multiple angles: side view, front view, and rear view, all while maintaining consistent lighting under an overcast sky. The tiled pavement features subtle variations in shade and occasional darker grout lines, and a narrow strip of gray stone bordering the walkway appears intermittently. The picnic table remains stationary throughout, with no people or movement other than the camera’s smooth, continuous circular motion. Finally, the camera completes its 360-degree sweep, returning to a position similar to the opening shot but slightly elevated, offering a comprehensive view of the entire scene including the brick wall, the distant entrance, and the geometric pattern of the tiled ground surrounding the green picnic table."
+        ],
+        "level_2": [
+          "The video starts with a close-up, low-angle view of a green octagonal picnic table with black legs and attached benches, resting on a paved surface made of square beige tiles. The camera begins a slow clockwise pan around the table, revealing its slatted top and curved bench seating. In the background, a red brick wall is visible on the right, and further back, a distant building entrance with white-framed glass doors can be seen. The camera continues moving, capturing the texture of the tiles and the clean lines of the table’s construction.",
+          "Continuing from the previous segment, the camera now shows the picnic table from its left side and then its rear, emphasizing the symmetrical design of the attached benches and the black metal framework. The brick wall remains visible along the right edge of the frame, while the paved ground extends outward with consistent tile patterns. The distant building entrance comes more clearly into view as the camera circles, showing steps leading up to the doors. The lighting remains even and diffused, suggesting an overcast day, and no objects or people interrupt the scene.",
+          "Finally, the camera completes its circular path around the green picnic table, now approaching from the front-right angle before returning to a near-original position but slightly higher. The full geometry of the table — octagonal top, curved benches, black supports — is again showcased. The brick wall, tiled pavement, and distant building entrance are all present in the frame, reinforcing the spatial context. The camera movement slows as it settles, offering a final, stable view that encapsulates the entire environment without any additional elements entering the scene."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle shot focused on the front-left corner of a green octagonal picnic table with black metal legs, positioned on a paved ground made of square beige tiles. A red brick wall is visible to the right, and in the far background, a distant building entrance with white-framed doors can be faintly seen. The camera begins a slow clockwise rotation around the table, revealing the full left side of the picnic table, highlighting the attached curved bench and the slatted tabletop. The brick wall remains in view on the right, while the paved ground extends forward with uniform square tiles.",
+          "20-40%: Continuing the clockwise pan, the camera captures the rear-left quarter of the picnic table, showing the symmetry of the bench seating and the black support structure underneath. The brick wall still occupies the right edge of the frame, and the tiled pavement continues to stretch outward. The distant building entrance becomes more clearly visible, with steps leading up to the white-framed doors. As the camera moves to the rear of the table, the full backside comes into view, emphasizing the octagonal shape and the integrated bench design. The brick wall is now partially out of frame, replaced by more of the paved ground.",
+          "40-60%: The camera continues its clockwise arc to the rear-right side of the table, showcasing the right bench and the black leg supports. The brick wall reappears on the right edge, and the tiled pavement stretches diagonally toward the foreground. The distant building entrance remains visible in the background, though slightly obscured by the table’s structure. Now capturing the right side of the picnic table, the camera highlights the curvature of the attached bench and the slatted top. The brick wall runs vertically along the right edge, while the paved ground fills the lower portion of the frame.",
+          "60-80%: The camera moves to the front-right angle of the picnic table, offering a view that combines the tabletop, bench, and black support legs. The brick wall is prominent on the right, and the tiled pavement extends forward. The distant building entrance is still visible in the background, now aligned with the center of the table. The lighting remains even and diffused, suggesting an overcast day, and no objects or people interrupt the scene. The full geometry of the table — octagonal top, curved benches, black supports — is showcased from this perspective.",
+          "80-100%: Finally, the camera completes its circular motion, returning to a position similar to the start but slightly elevated, showing the front-left corner of the green picnic table once more. The brick wall, paved ground with square tiles, and distant building entrance are all visible, creating a cohesive and complete environmental shot. The camera slows to a gentle stop, concluding the sequence. The tiled pavement features subtle variations in shade and occasional darker grout lines, and a narrow strip of gray stone bordering the walkway appears intermittently. The picnic table remains stationary throughout, with no people or movement other than the camera’s smooth, continuous circular motion."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle shot focused on the front-left corner of a green octagonal picnic table with black metal legs, positioned on a paved ground made of square beige tiles. A red brick wall is visible to the right, and in the far background, a distant building entrance with white-framed doors can be faintly seen. The camera begins a slow clockwise rotation around the table.",
+          "Part 2/8: Continuing the clockwise pan, the camera now reveals the full left side of the picnic table, highlighting the attached curved bench and the slatted tabletop. The brick wall remains in view on the right, while the paved ground extends forward with uniform square tiles. The distant building entrance becomes slightly more defined as the camera angle shifts.",
+          "Part 3/8: The camera now captures the rear-left quarter of the picnic table, showing the symmetry of the bench seating and the black support structure underneath. The brick wall still occupies the right edge of the frame, and the tiled pavement continues to stretch outward. The distant building entrance is more clearly visible, with steps leading up to the white-framed doors.",
+          "Part 4/8: As the camera moves to the rear of the table, the full backside of the green picnic table comes into view, emphasizing the octagonal shape and the integrated bench design. The brick wall is now partially out of frame, replaced by more of the paved ground. The distant building entrance remains visible in the background, centered in the upper part of the frame.",
+          "Part 5/8: The camera continues its clockwise arc to the rear-right side of the table, showcasing the right bench and the black leg supports. The brick wall reappears on the right edge, and the tiled pavement stretches diagonally toward the foreground. The distant building entrance is still visible, though slightly obscured by the table’s structure.",
+          "Part 6/8: Now capturing the right side of the picnic table, the camera highlights the curvature of the attached bench and the slatted top. The brick wall runs vertically along the right edge, while the paved ground fills the lower portion of the frame. The distant building entrance remains in view, framed between the table and the wall.",
+          "Part 7/8: The camera moves to the front-right angle of the picnic table, offering a view that combines the tabletop, bench, and black support legs. The brick wall is prominent on the right, and the tiled pavement extends forward. The distant building entrance is still visible in the background, now aligned with the center of the table.",
+          "Part 8/8: Finally, the camera completes its circular motion, returning to a position similar to the start but slightly elevated, showing the front-left corner of the green picnic table once more. The brick wall, paved ground with square tiles, and distant building entrance are all visible, creating a cohesive and complete environmental shot. The camera slows to a gentle stop, concluding the sequence."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the green picnic table still centered in the frame when the camera returns to its initial position?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "d9dcaedb97652c3c67e21da8539aeeedb247790c7eee11ec415cb3c2e809f291_0_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Can the distant building entrance be seen at multiple points during the camera’s movement?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "d9dcaedb97652c3c67e21da8539aeeedb247790c7eee11ec415cb3c2e809f291_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the picnic table maintain the same green color throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:50.034283"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which attribute of the picnic table remains unchanged across all camera angles?",
+          "options": [
+            "A. Its color",
+            "B. Its number of sides",
+            "C. Its position on the ground",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:50.034318"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the picnic table consistently described as octagonal in shape across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:50.034330"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "What must remain constant about the picnic table’s structure during the camera rotation?",
+          "options": [
+            "A. Number of benches",
+            "B. Shape of tabletop",
+            "C. Support leg configuration",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:50.034337"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Are the slatted details of the tabletop mentioned in multiple segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:50.034345"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "Which element reflects high texture fidelity requirements?",
+          "options": [
+            "A. The brick wall",
+            "B. The tiled pavement",
+            "C. The glass doors",
+            "D. The metal legs"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:50.034352"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree orbit around the table?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:50.034359"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "How does the camera return to the starting position?",
+          "options": [
+            "A. Exactly the same",
+            "B. Slightly elevated",
+            "C. From a different direction",
+            "D. With zoomed-in view"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:50.034365"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Is the distant building entrance visible in both the first and last segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:50.034373"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "Which background element must remain consistent upon camera return?",
+          "options": [
+            "A. Brick wall",
+            "B. Building entrance",
+            "C. Tiled pavement",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:50.034379"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_81bf2a03aadbf20bf20aa2feb18ab8b9afbd377b5be45e3792622e6e8d227a02"
+  },
+  {
+    "task_id": "mem_dl3dv_5ae8bcd02acf6cd0b5f65b03d6adbfc55e48b32175bb430cabf2598a503b7f9b",
+    "instance_id": "mem_dl3dv_5ae8bcd02acf6cd0b5f65b03d6adbfc55e48b32175bb430cabf2598a503b7f9b",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_5ae8bcd02acf6cd0b5f65b03d6adbfc55e48b32175bb430cabf2598a503b7f9b.mp4",
+      "total_frames": 338,
+      "fps": 15.0,
+      "duration_sec": 22.53,
+      "reference_image_path": "inference_img/mem_dl3dv_5ae8bcd02acf6cd0b5f65b03d6adbfc55e48b32175bb430cabf2598a503b7f9b_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, low-to-ground tracking shot moving forward across a lush green lawn toward a modern architectural complex. On the left, a curved metallic facade with reflective silver panels dominates the frame, featuring a prominent circular window near its center. The sky above is partly cloudy, and cloud reflections shimmer across the polished metallic surfaces. As the camera glides forward, it reveals a glass-paneled tower on the right with a distinct blue tint, its vertical structure mirroring the sky and surrounding environment. In the distant background to the far left, a red building peeks into view, contrasting with the cool metallic tones of the foreground structures. The camera continues its smooth, steady movement along the grassy expanse, maintaining the green lawn in the foreground while gradually revealing more of the interplay between the curved metallic structure and the glass tower. Reflective metallic panels on both buildings capture shifting light and reflections as the camera pans slightly rightward, emphasizing the curvature and sleekness of the architecture. The video concludes with the camera still moving forward, keeping the green lawn anchored at the bottom of the frame, the curved facade receding slightly to the left, and the glass tower rising prominently on the right — all under a bright sky with dynamic cloud reflections dancing across every surface."
+        ],
+        "level_2": [
+          "The video begins with a low-angle tracking shot advancing across a vibrant green lawn toward a futuristic building complex. On the left stands a curved metallic facade composed of highly reflective silver panels, punctuated by a circular window near its center. Cloud reflections ripple across the shiny surfaces as the camera moves forward. In the far-left background, a distant red building is partially visible, adding color contrast. The green lawn remains dominant in the foreground throughout this segment.",
+          "Continuing from the previous motion, the camera maintains its forward glide, now revealing more of the adjacent glass-paneled tower on the right. This tower features a pronounced blue tint and vertical glass panels that reflect the sky and nearby structures. The curved metallic facade on the left continues to dominate the left side of the frame, its reflective panels capturing shifting light. The green lawn persists in the foreground, anchoring the composition as the camera subtly pans right, aligning the two architectural elements within the same visual plane.",
+          "Finally, the camera proceeds forward with sustained momentum, now fully framing the juxtaposition of the curved metallic facade on the left and the tall glass-paneled tower with blue-tinted windows on the right. Cloud reflections animate both surfaces, creating a dynamic interplay of light and form. The green lawn stretches continuously in the foreground, leading the eye toward the architectural convergence. The distant red building remains faintly visible in the background, completing the scene’s spatial depth before the video ends with the camera still in motion."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle, forward-moving shot across a neatly trimmed green lawn. A curved metallic facade with reflective silver panels appears on the left, featuring a circular window near its center. Clouds are reflected on the glossy surface, and a distant red building is faintly visible on the far left. The sky is partly cloudy, casting soft shadows on the grass. As the camera advances smoothly, reflections of clouds glide across the metallic panels, enhancing the sense of motion and depth.",
+          "20-40%: Continuing forward, the camera maintains focus on the curved metallic facade while bringing the edge of a glass-paneled tower on the right into clearer view. The green lawn remains prominent in the foreground. The glass tower features a pronounced blue tint and vertical glass panels that reflect the sky and surrounding structures. The circular window on the curved facade remains visible, and the reflective metallic panels continue to mirror the moving clouds. The distant red building stays in the background, subtly anchoring the scene’s spatial context.",
+          "40-60%: The camera progresses further, widening the angle slightly to include more of the glass tower’s height. The curved metallic facade on the left curves inward, creating a sense of enclosure. The green lawn fills the lower third of the frame, and cloud reflections remain active on both building surfaces. The camera positions the glass-paneled tower more centrally on the right side of the frame, while the curved metallic facade recedes slightly but remains a strong visual element on the left. The circular window is still visible, and the reflective panels shimmer with cloud movements.",
+          "60-80%: The shot now emphasizes the architectural contrast between the curved metallic structure and the vertical glass tower. The camera subtly pans right, aligning both structures within a balanced composition. The green lawn stretches uninterrupted in the foreground, and cloud reflections animate the entire scene, creating a cohesive visual rhythm. The full verticality of the blue-tinted glass tower becomes apparent alongside the sweeping curve of the metallic facade. The reflective metallic panels continue to capture the sky’s changing patterns, and the distant red building reappears slightly as the perspective shifts.",
+          "80-100%: Finally, the camera continues moving forward, holding the dual-structure composition firmly in view. The curved metallic facade occupies the left third, while the glass tower dominates the right. Cloud reflections dance across both surfaces, and the green lawn remains consistently in the foreground. The distant red building is faintly visible in the background, completing the scene’s spatial depth. The video ends mid-motion, preserving the sense of ongoing exploration and architectural harmony."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle, forward-moving shot across a neatly trimmed green lawn. A curved metallic facade with reflective silver panels appears on the left, featuring a circular window near its center. Clouds are reflected on the glossy surface, and a distant red building is faintly visible on the far left. The sky is partly cloudy, casting soft shadows on the grass.",
+          "Part 2/8: Continuing forward, the camera maintains focus on the curved metallic facade while beginning to reveal the edge of a glass-paneled tower on the right. The green lawn remains prominent in the foreground. Reflections of clouds glide across the metallic panels as the camera advances smoothly, enhancing the sense of motion and depth.",
+          "Part 3/8: The camera progresses further, bringing the glass-paneled tower into clearer view. Its blue-tinted glass reflects the sky and surrounding structures. The circular window on the curved facade remains visible, and the reflective metallic panels continue to mirror the moving clouds. The distant red building stays in the background, subtly anchoring the scene’s spatial context.",
+          "Part 4/8: As the camera moves ahead, the angle widens slightly to include more of the glass tower’s height. The curved metallic facade on the left curves inward, creating a sense of enclosure. The green lawn fills the lower third of the frame, and cloud reflections remain active on both building surfaces, reinforcing the dynamic lighting conditions.",
+          "Part 5/8: The camera continues its steady forward motion, now positioning the glass-paneled tower more centrally on the right side of the frame. The curved metallic facade recedes slightly but remains a strong visual element on the left. The circular window is still visible, and the reflective panels shimmer with cloud movements. The distant red building is less prominent but still present.",
+          "Part 6/8: The shot now emphasizes the architectural contrast between the curved metallic structure and the vertical glass tower. The camera subtly pans right, aligning both structures within a balanced composition. The green lawn stretches uninterrupted in the foreground, and cloud reflections animate the entire scene, creating a cohesive visual rhythm.",
+          "Part 7/8: The camera maintains its forward trajectory, now showing the full verticality of the blue-tinted glass tower alongside the sweeping curve of the metallic facade. The reflective metallic panels continue to capture the sky’s changing patterns. The green lawn anchors the bottom of the frame, and the distant red building reappears slightly as the perspective shifts.",
+          "Part 8/8: Finally, the camera continues moving forward, holding the dual-structure composition firmly in view. The curved metallic facade occupies the left third, while the glass tower dominates the right. Cloud reflections dance across both surfaces, and the green lawn remains consistently in the foreground. The video ends mid-motion, preserving the sense of ongoing exploration and architectural harmony."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the circular window still visible on the curved metallic facade when the camera returns to the initial angle?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "d777a575c7165bf529c998cc22a3eb0502fb998e1fcdc788e9a13ba5a19e3819_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the curved metallic facade remain the same object throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718218"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which building is consistently present on the left side of the frame from Segment 1 to Segment 8?",
+          "options": [
+            "A. The red building",
+            "B. The glass-paneled tower",
+            "C. The curved metallic facade",
+            "D. A new structure appears"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718248"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the curvature of the metallic facade change as the camera moves forward?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718257"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What happens to the shape of the glass tower as it becomes more visible?",
+          "options": [
+            "A. It bends into a curve",
+            "B. It remains vertically straight",
+            "C. It appears shorter",
+            "D. It changes color"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718263"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Do cloud reflections on the metallic facade match the sky's movement in real time?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718269"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "How do the reflections on the glass tower behave as the camera advances?",
+          "options": [
+            "A. They become static",
+            "B. They mirror moving clouds",
+            "C. They fade out",
+            "D. They show unrelated scenes"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718274"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera reverse direction at any point during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718279"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What is the nature of the camera's motion throughout the sequence?",
+          "options": [
+            "A. Oscillating back and forth",
+            "B. Forward tracking only",
+            "C. Rotating 360 degrees",
+            "D. Zooming in and out"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718284"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are the reflections on the metallic facade consistent with the visible sky?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718290"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "What does the reflection on the glass tower include?",
+          "options": [
+            "A. Only the sky",
+            "B. The sky and nearby structures",
+            "C. The red building alone",
+            "D. No reflections at all"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718296"
+        },
+        {
+          "question": "Is the circular window still visible on the curved metallic facade when the camera returns to the initial angle?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "12",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the curved metallic facade remain the same object throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718218"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Which building is consistently present on the left side of the frame from Segment 1 to Segment 8?",
+          "options": [
+            "A. The red building",
+            "B. The glass-paneled tower",
+            "C. The curved metallic facade",
+            "D. A new structure appears"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718248"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the curvature of the metallic facade change as the camera moves forward?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718257"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "What happens to the shape of the glass tower as it becomes more visible?",
+          "options": [
+            "A. It bends into a curve",
+            "B. It remains vertically straight",
+            "C. It appears shorter",
+            "D. It changes color"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718263"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Do cloud reflections on the metallic facade match the sky's movement in real time?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718269"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "How do the reflections on the glass tower behave as the camera advances?",
+          "options": [
+            "A. They become static",
+            "B. They mirror moving clouds",
+            "C. They fade out",
+            "D. They show unrelated scenes"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718274"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the camera reverse direction at any point during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718279"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "What is the nature of the camera's motion throughout the sequence?",
+          "options": [
+            "A. Oscillating back and forth",
+            "B. Forward tracking only",
+            "C. Rotating 360 degrees",
+            "D. Zooming in and out"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718284"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Are the reflections on the metallic facade consistent with the visible sky?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718290"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "What does the reflection on the glass tower include?",
+          "options": [
+            "A. Only the sky",
+            "B. The sky and nearby structures",
+            "C. The red building alone",
+            "D. No reflections at all"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718296"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the reflection on the curved metallic facade include the partly cloudy sky and moving clouds as described in the prompt?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt explicitly states that 'cloud reflections shimmer across the polished metallic surfaces,' indicating that the sky and clouds must be visible in the reflection, matching the actual environment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615172"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "Which of the following objects should be reflected in the glass-paneled tower's blue-tinted windows according to the prompt?",
+          "options": [
+            "A. The red building and green lawn",
+            "B. The curved metallic facade and partly cloudy sky",
+            "C. The camera operator and tripod",
+            "D. A distant mountain range"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt says the glass tower 'mirrors the sky and surrounding environment,' and the surrounding environment includes the curved metallic facade and the partly cloudy sky. The red building is too distant and not directly adjacent, so it’s less likely to be a primary reflection. The camera operator is not mentioned, nor is a mountain range.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615212"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Is the circular window on the curved metallic facade reflected in the glass tower’s surface when both structures are visible together?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Since the glass tower reflects the surrounding environment and the curved metallic facade with its circular window is adjacent and visible, the reflection should include the window as part of the reflected scene, assuming proper angles and lighting.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615223"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "What should be visible in the reflection of the metallic panels when the camera is at the beginning of Segment 1?",
+          "options": [
+            "A. The green lawn and the red building",
+            "B. The sky with clouds and the distant red building",
+            "C. The glass tower and the camera lens",
+            "D. The ground beneath the camera"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "At the start of Segment 1, the metallic facade is on the left, and the sky above is partly cloudy. The red building is faintly visible in the background. Therefore, the reflection should show the sky and clouds, along with the distant red building if within the field of view of the reflective surface.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615231"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "Does the reflection in the glass tower include the green lawn in the foreground?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt describes the glass tower reflecting 'the sky and surrounding environment.' Since the green lawn is part of the immediate surroundings and occupies the foreground, it should appear in the reflection depending on the angle, especially as the camera moves closer.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615237"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "When the camera returns to a similar position in Segment 7 after having moved forward through earlier segments, does the reflection of the sky remain consistent with prior views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt describes dynamic cloud reflections throughout the video, but since the sky remains partly cloudy and no time jump is indicated, the reflection should maintain continuity—clouds should move naturally but consistently across frames, preserving temporal coherence.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615247"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "In Segment 3, when the glass tower becomes more visible, how should the reflection on its surface compare to that seen in Segment 2?",
+          "options": [
+            "A. It should be identical because the camera hasn’t changed much",
+            "B. It should show more of the sky and less of the lawn due to changing perspective",
+            "C. It should suddenly show raindrops or water stains",
+            "D. It should reflect only the camera and not the environment"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "As the camera advances and reveals more of the glass tower, the viewing angle changes, so the reflection should shift accordingly—showing more sky and possibly less of the lower foreground elements like the lawn, maintaining temporal consistency with movement.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615254"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Does the reflection of the red building in the metallic facade remain visible throughout all segments where the red building is in the background?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The red building is described as 'faintly visible' in multiple segments (e.g., Segments 1, 3, 5, 7), implying it stays in the background. If the metallic facade reflects the surrounding environment, the red building should appear in the reflection whenever it is within the field of view of the reflective surface.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615261"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "If the sky conditions change from partly cloudy to fully overcast between Segment 4 and Segment 8, would the reflections on both buildings still be consistent with the original description?",
+          "options": [
+            "A. Yes, because the prompt specifies partly cloudy skies throughout",
+            "B. No, because the prompt never mentions such a change",
+            "C. Yes, because reflections always adapt automatically",
+            "D. No, because reflections should match real-world lighting"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt consistently describes a partly cloudy sky across all segments. Therefore, any deviation such as full overcast would violate the described environment, making the reflection inconsistent. Thus, reflections must remain aligned with the stated weather condition.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615268"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Are the cloud reflections on the metallic panels continuously updated as the camera moves forward across segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt emphasizes 'shifting light and reflections' and 'dancing across every surface,' indicating that cloud reflections should evolve dynamically over time, updating appropriately as the camera progresses through each segment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615275"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "As the camera pans slightly rightward in Segment 2, do the reflections in the glass tower update to show a wider portion of the sky and the curved facade?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Panning rightward changes the angle of view relative to the glass tower. The reflection should adjust accordingly to include more of the sky and the adjacent curved metallic structure, ensuring viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615282"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "When the camera moves forward and shifts focus from the metallic facade to the glass tower, what should happen to the reflection in the glass tower?",
+          "options": [
+            "A. It should stay fixed regardless of camera motion",
+            "B. It should show more of the sky and less of the grassy foreground",
+            "C. It should reflect the camera itself prominently",
+            "D. It should become blurry and indistinct"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera moves forward and upward toward the glass tower, the angle of incidence changes, causing the reflection to capture more of the overhead sky and less of the low-angle foreground. This aligns with realistic viewpoint-dependent reflection behavior.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615288"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "When the camera reaches Segment 8 and the glass tower dominates the right side, does the reflection in its surface correctly show the curved metallic facade on the left?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "With both buildings in frame and the glass tower facing the curved facade, the reflection should include the metallic structure, especially given the prompt's emphasis on their visual interplay and mutual reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615295"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "How should the reflection of the circular window on the metallic facade change as the camera moves from Segment 1 to Segment 5?",
+          "options": [
+            "A. It should disappear entirely from the reflection",
+            "B. It should grow larger and clearer in the glass tower's reflection",
+            "C. It should remain static in size and position",
+            "D. It should distort into an oval shape due to curvature"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera advances and the glass tower becomes more central, the angle allows for a clearer and more direct reflection of the circular window. Due to proximity and alignment, the reflection should appear larger and more defined, consistent with viewpoint changes.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615301"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "Does the reflection in the glass tower accurately depict the relative positions of the sky, clouds, and nearby buildings based on the camera’s current location?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt specifies that the glass tower mirrors the sky and surrounding environment. As the camera moves, the reflection must update to reflect accurate spatial relationships, meaning the relative positions of reflected objects must align with the real-world layout from the current viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615308"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_5ae8bcd02acf6cd0b5f65b03d6adbfc55e48b32175bb430cabf2598a503b7f9b"
+  },
+  {
+    "task_id": "mem_dl3dv_79a83bafedafbc6b5985d320fd21c78cd4d946d1b35fe62d5e4e4d9cf8ce8167",
+    "instance_id": "mem_dl3dv_79a83bafedafbc6b5985d320fd21c78cd4d946d1b35fe62d5e4e4d9cf8ce8167",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_79a83bafedafbc6b5985d320fd21c78cd4d946d1b35fe62d5e4e4d9cf8ce8167.mp4",
+      "total_frames": 369,
+      "fps": 15.0,
+      "duration_sec": 24.6,
+      "reference_image_path": "inference_img/mem_dl3dv_79a83bafedafbc6b5985d320fd21c78cd4d946d1b35fe62d5e4e4d9cf8ce8167_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of a serene lakeside scene, featuring a wooden walkway leading to a hexagonal pavilion with a traditional East Asian-style roof adorned with decorative eaves. The walkway is flanked by tall reeds and calm water on both sides, with lush green trees partially framing the shot. In the background, a distant city skyline with modern high-rise buildings is visible under a clear blue sky. The camera slowly moves forward along the wooden walkway, passing beneath the pavilion’s entrance arch, revealing its intricate roof structure supported by thick wooden pillars. As the camera enters the pavilion, it pans upward to showcase the geometric ceiling beams and ornamental trim, then sweeps across the interior, highlighting several simple metal benches arranged around the perimeter. The wooden railings on both sides of the walkway remain consistently visible throughout. Continuing from inside the pavilion, the camera rotates to capture the panoramic view through the open sides — the city skyline framed by the railings, the shimmering lake surface, and surrounding vegetation. The camera then tilts down to show the clean wooden planks of the floor before panning back toward the entrance, exiting the pavilion while maintaining focus on the symmetry of the walkway and the natural scenery. Finally, the camera pulls back slightly as it reaches the end of the walkway, offering one last sweeping view of the entire structure nestled between nature and urban backdrop, emphasizing the peaceful contrast between the tranquil pavilion and the bustling city beyond."
+        ],
+        "level_2": [
+          "The video begins with a slow forward tracking shot along a wooden walkway that leads to a hexagonal pavilion. Tall reeds and calm water flank both sides of the path, while in the distance, a modern city skyline rises above the treeline under a bright blue sky. The camera approaches the pavilion’s entrance, where decorative eaves and sturdy wooden railings frame the view. As the camera enters, it reveals the pavilion’s roof structure — a layered, geometric design with ornamental trim — and pans across the interior, showing empty metal benches placed along the perimeter. The wooden floorboards are clearly visible, and the railings continue seamlessly from the walkway into the pavilion space.",
+          "Continuing from inside the pavilion, the camera pans upward to emphasize the architectural details of the roof, then rotates horizontally to offer a 360-degree view of the surroundings. Through the open sides of the pavilion, the distant city skyline is clearly visible, framed by the wooden railings and lush greenery. The camera tilts down to highlight the polished wooden flooring and the arrangement of benches, then begins to move backward toward the entrance, capturing the symmetry of the walkway and the reflection of sunlight on the water. The reeds sway gently in the breeze, adding movement to the tranquil scene.",
+          "Finally, the camera exits the pavilion and continues moving backward along the wooden walkway, pulling away from the structure to reveal its full context within the landscape. The hexagonal pavilion remains centered in the frame, surrounded by reeds and water, with the city skyline forming a contrasting backdrop. The wooden railings on both sides of the walkway guide the viewer’s eye toward the horizon. The video ends with a wide, static shot that encapsulates the harmony between natural serenity and urban development, leaving the viewer with a sense of peaceful coexistence."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a wide shot of a wooden walkway extending toward a hexagonal pavilion, flanked by tall reeds and calm water. In the background, a distant city skyline with high-rise buildings is visible under a clear blue sky. The camera begins a slow forward movement along the walkway, passing beneath leafy tree branches on the left, and continues approaching the entrance of the pavilion where decorative eaves and sturdy wooden railings become more prominent.",
+          "20-40%: The camera enters the pavilion, revealing its interior: the roof structure with layered beams and ornamental trim is showcased as the camera tilts upward; wooden support pillars frame the view, and metal benches are visible along the inner perimeter. The wooden floor planks appear smooth and well-maintained. The camera then pans slowly to the right, capturing the arrangement of benches and the open views through the railings, with the distant city skyline framed by wooden railings and surrounding greenery.",
+          "40-60%: Inside the pavilion, the camera continues its circular pan, now facing the opposite side, revealing more of the lake and dense reeds bordering the water. The wooden railings remain consistent in design, and the hexagonal shape is emphasized by the symmetrical layout of benches and pillars. Sunlight filters through the roof structure, casting soft shadows on the floor. The camera then tilts downward to focus on the wooden floor before beginning to move backward toward the entrance.",
+          "60-80%: As the camera retreats from the interior, the benches and railings recede into view, maintaining the perspective of the pavilion’s depth and spatial layout; reeds and water on either side come back into frame. Exiting the pavilion, the camera continues to pull back along the wooden walkway, now viewing the hexagonal roof and decorative eaves from behind, with the city skyline once again becoming the dominant background element. The wooden railings guide the eye back toward the starting point of the walkway.",
+          "80-100%: The video concludes with a final wide shot as the camera stops at the end of the walkway; the entire pavilion is centered in the frame, surrounded by natural elements—reeds, water, and trees—and juxtaposed against the distant city skyline. The scene captures the quiet beauty of the structure nestled between nature and urban life, ending on a note of serene balance, with the wooden railings guiding the viewer’s eye toward the horizon and emphasizing the harmony between tranquility and development."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a wide shot of a wooden walkway extending toward a hexagonal pavilion, flanked by tall reeds and calm water. In the background, a distant city skyline with high-rise buildings is visible under a clear blue sky. The camera begins a slow forward movement along the walkway, passing beneath leafy tree branches on the left.",
+          "Part 2/8: Continuing forward, the camera approaches the entrance of the pavilion. The decorative eaves of the hexagonal roof become more prominent, and the wooden railings on both sides of the walkway are clearly defined. Reeds sway gently beside the water, and the city skyline remains visible through gaps in the foliage.",
+          "Part 3/8: The camera enters the pavilion, revealing its interior. The roof structure — with layered beams and ornamental trim — is showcased as the camera tilts upward. Wooden support pillars frame the view, and metal benches are visible along the inner perimeter. The wooden floor planks appear smooth and well-maintained.",
+          "Part 4/8: Inside the pavilion, the camera pans slowly to the right, capturing the arrangement of benches and the open views through the railings. The distant city skyline is framed by the wooden railings and surrounding greenery. Sunlight filters through the roof structure, casting soft shadows on the floor.",
+          "Part 5/8: The camera continues its circular pan, now facing the opposite side of the pavilion. The view reveals more of the lake and the dense reeds bordering the water. The wooden railings remain consistent in design, and the hexagonal shape of the pavilion is emphasized by the symmetrical layout of the benches and pillars.",
+          "Part 6/8: The camera tilts downward to focus on the wooden floor, then begins to move backward toward the entrance. The benches and railings recede into view as the camera retreats, maintaining the perspective of the pavilion’s depth and spatial layout. The reeds and water on either side come back into frame.",
+          "Part 7/8: Exiting the pavilion, the camera continues to pull back along the wooden walkway. The hexagonal roof and decorative eaves are now seen from behind, with the city skyline once again becoming the dominant background element. The wooden railings guide the eye back toward the starting point of the walkway.",
+          "Part 8/8: The video concludes with a final wide shot as the camera stops at the end of the walkway. The entire pavilion is centered in the frame, surrounded by natural elements and juxtaposed against the distant city skyline. The scene captures the quiet beauty of the structure nestled between nature and urban life, ending on a note of serene balance."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Does the camera return to the exact same viewpoint at the entrance of the wooden walkway as it started?",
+          "answer": "Yes",
+          "type": "multiple_choice",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Path Retracing Memory",
+          "question_id": "c2149033f1026e706a59d8e8f63bec610949d03d322b2fffbab03ba836978455_0_0"
+        },
+        {
+          "question": "Are the benches inside the pavilion still in the same position when the camera exits as they were upon entry?",
+          "answer": "Yes",
+          "type": "multiple_choice",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Path Retracing Memory",
+          "question_id": "c2149033f1026e706a59d8e8f63bec610949d03d322b2fffbab03ba836978455_0_1"
+        },
+        {
+          "question": "Is the city skyline consistently visible through the pavilion’s open sides during both entry and exit?",
+          "answer": "Yes",
+          "type": "multiple_choice",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "c2149033f1026e706a59d8e8f63bec610949d03d322b2fffbab03ba836978455_1_0"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_79a83bafedafbc6b5985d320fd21c78cd4d946d1b35fe62d5e4e4d9cf8ce8167"
+  },
+  {
+    "task_id": "mem_dl3dv_bde60503f811435bd7d0eb9034ea71c30ed56055a881f426fec7b53e07d5bd2b",
+    "instance_id": "mem_dl3dv_bde60503f811435bd7d0eb9034ea71c30ed56055a881f426fec7b53e07d5bd2b",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_bde60503f811435bd7d0eb9034ea71c30ed56055a881f426fec7b53e07d5bd2b.mp4",
+      "total_frames": 382,
+      "fps": 15.0,
+      "duration_sec": 25.47,
+      "reference_image_path": "inference_img/mem_dl3dv_bde60503f811435bd7d0eb9034ea71c30ed56055a881f426fec7b53e07d5bd2b_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a forward-moving shot along a wooden walkway flanked by grassy slopes and scattered fallen leaves, leading toward a set of wide wooden stairs ascending between tree-lined banks. The camera smoothly approaches the base of the stairs, revealing metal railings on both sides and scattered yellow leaves across the treads. As the camera climbs the stairs, it reveals a paved brick area at the top platform, bordered by black metal railings and framed by tall trees. At the center of this platform stands a circular sculpture mounted on a pedestal, visible through the tree trunks. Continuing from the top, the camera pans slightly to show the sculpture more clearly, then turns around to retrace its path down the stairs, passing again the wooden walkway and grassy slopes. The video ends with a final view looking back up the stairs, capturing the full sequence: the tree-lined path, the wooden stairs with fallen leaves, the circular sculpture at the top platform, the paved brick area, and the black metal railings surrounding the viewing space — all under an overcast sky that casts soft, diffused light across the scene."
+        ],
+        "level_2": [
+          "The video begins with a steady forward movement along a wooden walkway flanked by grassy slopes, leading directly toward a broad set of wooden stairs. The stairs are lined with metal railings on both sides and covered in scattered fallen leaves. Trees frame both sides of the path, creating a natural corridor. The camera ascends the stairs slowly, capturing the texture of the wood and the accumulation of leaves on each tread, while the overcast sky provides even, muted lighting.",
+          "Continuing from the top of the stairs, the camera enters a paved brick area enclosed by black metal railings. In the center of this elevated platform stands a circular sculpture mounted on a pedestal, partially obscured by tree trunks. The camera pans slightly to center the sculpture in view, highlighting its metallic surface and abstract form against the backdrop of green foliage and gray sky. Surrounding trees sway gently, and fallen leaves litter the edges of the platform and pathway.",
+          "Finally, the camera reverses direction, descending the wooden stairs once more, passing the same railings and leaf-strewn steps as before. It continues onto the wooden walkway flanked by grassy slopes, offering a backward perspective of the entire ascent. The video concludes with a rear-facing view of the stairs, reinforcing the spatial relationship between the paved pathway leading to stairs, the tree-lined path, the circular sculpture at the top platform, and the black metal railings that define the space — all captured in continuous motion under consistent overcast conditions."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a forward-moving shot along a straight wooden walkway bordered by grassy slopes on both sides. Fallen leaves scatter lightly across the planks. In the distance, a set of wide wooden stairs rises between tree-lined embankments under an overcast sky. The camera advances closer to the base of the wooden stairs, revealing metal railings on both sides. The stairs are constructed of dark brown composite material, with scattered yellow and brown leaves resting on the treads. Tree trunks flank the entrance, framing the ascent.",
+          "20-40%: The camera begins climbing the stairs, moving steadily upward. Each step is visible, with leaves accumulating in corners and along edges. The black metal railings remain prominent on either side, and the overcast sky is visible above through gaps in the canopy. Reaching the top landing, the camera transitions onto a paved brick area surrounded by black metal railings. A circular sculpture mounted on a low pedestal comes into view, centered within the platform and partially framed by tree trunks. The ground is clean but shows signs of seasonal leaf fall.",
+          "40-60%: The camera pans slightly to the right, bringing the circular sculpture fully into focus. Its metallic, ring-like structure contrasts with the surrounding greenery. Behind it, the open landscape stretches into the distance, with trees and a faint horizon visible under the gray sky. The camera then begins to turn around, pivoting to face back down the stairs. The paved brick area remains in view momentarily, with the sculpture now behind the camera. The black metal railings guide the eye downward as the descent begins.",
+          "60-80%: Descending the wooden stairs, the camera retraces its earlier path. Leaves are still visible on the treads, and the metal railings on both sides frame the descent. The tree-lined path below becomes clearer as the camera lowers in elevation. The camera reaches the bottom of the stairs and continues onto the wooden walkway flanked by grassy slopes, maintaining backward motion.",
+          "80-100%: The camera moves backward slightly, offering a final wide-angle view of the entire sequence: the stairs, the circular sculpture atop the platform, the paved brick area, and the black metal railings — all under the same soft, overcast lighting. This concluding perspective reinforces the spatial relationship between the wooden walkway, grassy slopes, leaf-strewn stairs, elevated platform, and central sculpture, captured in continuous motion."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a forward-moving shot along a straight wooden walkway bordered by grassy slopes on both sides. Fallen leaves scatter lightly across the planks. In the distance, a set of wide wooden stairs rises between tree-lined embankments under an overcast sky.",
+          "Part 2/8: The camera advances closer to the base of the wooden stairs, revealing metal railings on both sides. The stairs are constructed of dark brown composite material, with scattered yellow and brown leaves resting on the treads. Tree trunks flank the entrance, framing the ascent.",
+          "Part 3/8: The camera begins climbing the stairs, moving steadily upward. Each step is visible, with leaves accumulating in corners and along edges. The black metal railings remain prominent on either side, and the overcast sky is visible above through gaps in the canopy.",
+          "Part 4/8: Reaching the top landing, the camera transitions onto a paved brick area surrounded by black metal railings. A circular sculpture mounted on a low pedestal comes into view, centered within the platform and partially framed by tree trunks. The ground is clean but shows signs of seasonal leaf fall.",
+          "Part 5/8: The camera pans slightly to the right, bringing the circular sculpture fully into focus. Its metallic, ring-like structure contrasts with the surrounding greenery. Behind it, the open landscape stretches into the distance, with trees and a faint horizon visible under the gray sky.",
+          "Part 6/8: The camera begins to turn around, pivoting to face back down the stairs. The paved brick area remains in view momentarily, with the sculpture now behind the camera. The black metal railings guide the eye downward as the descent begins.",
+          "Part 7/8: Descending the wooden stairs, the camera retraces its earlier path. Leaves are still visible on the treads, and the metal railings on both sides frame the descent. The tree-lined path below becomes clearer as the camera lowers in elevation.",
+          "Part 8/8: The camera reaches the bottom of the stairs and continues onto the wooden walkway flanked by grassy slopes. It moves backward slightly, offering a final wide-angle view of the entire sequence: the stairs, the circular sculpture atop the platform, the paved brick area, and the black metal railings — all under the same soft, overcast lighting."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Are the fallen leaves still present on the wooden stairs when the camera returns downward?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Path Retracing Memory",
+          "question_id": "a3149af06a70ab8e2d2ab6f73fb5ea734c006fb78354ff74ec30f1deabf72663_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Do the black metal railings appear on both sides of the staircase throughout the video?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "a3149af06a70ab8e2d2ab6f73fb5ea734c006fb78354ff74ec30f1deabf72663_1_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the circular sculpture retain its identity as the same object throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:52.220937"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary material of the circular sculpture described in the prompt?",
+          "options": [
+            "A. Stone",
+            "B. Wood",
+            "C. Metal",
+            "D. Concrete"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:52.220972"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the sculpture's appearance semantically consistent when revealed after partial occlusion?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:52.220984"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "When first seen, how is the sculpture described in terms of visibility?",
+          "options": [
+            "A. Fully visible",
+            "B. Completely hidden",
+            "C. Partially obscured by tree trunks",
+            "D. Reflected in water"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:52.220991"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the camera retrace the same path down the stairs as it went up?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:52.220999"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "During the descent, which feature must remain consistent with the ascent?",
+          "options": [
+            "A. Color of the sky",
+            "B. Position of leaves on steps",
+            "C. Direction of wind",
+            "D. Camera speed"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:52.221005"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Are the grassy slopes and tree-lined banks consistent when the camera returns to them at the end?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:52.221013"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "Which element is part of the background that must be consistently re-entered at the end?",
+          "options": [
+            "A. Circular sculpture",
+            "B. Wooden walkway",
+            "C. Brick platform",
+            "D. Metal railings"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:52.221019"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "When the camera pans to reveal the sculpture, does it maintain consistency with earlier occluded views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:52.221027"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_bde60503f811435bd7d0eb9034ea71c30ed56055a881f426fec7b53e07d5bd2b"
+  },
+  {
+    "task_id": "mem_dl3dv_74fba366266060f0b0b4cde61062cfc2c088a4adb4cc3d8c871995a8c71619ee",
+    "instance_id": "mem_dl3dv_74fba366266060f0b0b4cde61062cfc2c088a4adb4cc3d8c871995a8c71619ee",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_74fba366266060f0b0b4cde61062cfc2c088a4adb4cc3d8c871995a8c71619ee.mp4",
+      "total_frames": 397,
+      "fps": 15.0,
+      "duration_sec": 26.47,
+      "reference_image_path": "inference_img/mem_dl3dv_74fba366266060f0b0b4cde61062cfc2c088a4adb4cc3d8c871995a8c71619ee_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a low-angle shot of a white laundry basket with a floral pattern, perched atop a white metal drying rack in the center of a cozy living room. The basket is overflowing with pillows, including one with bold circular patterns in shades of orange, purple, and beige. The camera slowly rotates clockwise around the basket, revealing a beige leather sofa to the right, draped with a light-colored blanket. In the background, a black TV stand holds a large flat-screen TV displaying the words 'Upper East Side' over an image of a city skyline. The wall behind the TV and extending to the left is decorated with numerous framed pictures of varying sizes and subjects. As the camera continues its orbit, it tilts slightly upward, emphasizing the height of the drying rack and the precarious pile of pillows. The lighting is warm and ambient, coming from a floor lamp near the sofa and natural light filtering through sheer curtains on a window visible in the background. Continuing from the rotation, the camera moves closer to the basket, capturing the texture of the floral fabric and the geometric design of the circular-patterned pillow. The beige sofa remains consistently in frame, anchoring the scene. The TV screen’s content shifts slightly as the camera circles, maintaining visibility of the 'Upper East Side' text. The framed pictures on the wall are clearly visible at multiple angles, showcasing a curated gallery wall. Finally, the camera completes its full 360-degree rotation, returning to a position similar to the start but now from a slightly different elevation, offering a fresh perspective of the entire arrangement: the laundry basket centerpiece, the surrounding furniture, the active TV screen, and the art-filled walls. The motion is smooth and continuous, creating a hypnotic loop that highlights the domestic stillness and the quirky composition of household objects."
+        ],
+        "level_2": [
+          "The video starts with a low-angle view centered on a white laundry basket with a decorative floral pattern, balanced on a white metal drying rack. Inside the basket are several pillows, most notably one with large circular patterns in orange, purple, and beige. The camera begins a slow clockwise rotation. To the right, a beige leather sofa is visible, partially covered by a folded blanket. Behind the basket, a black TV stand supports a large television showing the title 'Upper East Side' over a cityscape. The adjacent wall features a collection of framed pictures arranged in a grid-like fashion. The lighting is soft and warm, enhancing the lived-in feel of the space.",
+          "Continuing from the initial rotation, the camera moves steadily around the laundry basket, now offering a side profile of the beige leather sofa and a clearer view of the TV screen’s content. The circular-patterned pillow becomes more prominent as the camera angle changes. The framed pictures on the wall remain visible throughout, their varied frames and subjects contributing to the room’s personal aesthetic. The camera tilts slightly upward, drawing attention to the height of the drying rack and the stacked pillows. The natural light from the window and the glow of the floor lamp combine to create a balanced illumination across the scene.",
+          "Finally, the camera completes its 360-degree orbit around the laundry basket setup. It returns to a position mirroring the opening shot but from a subtly adjusted angle, providing a refreshed view of the entire living room. The TV still displays 'Upper East Side', the beige sofa retains its blanket, and the wall of framed pictures remains a constant backdrop. The circular-patterned pillow and floral laundry basket continue to dominate the foreground. The movement is fluid and deliberate, emphasizing the spatial relationship between all elements — furniture, decor, and media — while maintaining visual continuity from start to finish."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle shot focused on a white laundry basket adorned with a colorful floral pattern, resting on a white metal drying rack. The basket contains multiple pillows, including one with large, overlapping circular designs in earthy tones (orange, purple, beige). To the right, a beige leather sofa is partially visible, with a light blanket draped over its arm. In the background, a black TV stand supports a television screen displaying the text 'Upper East Side' over a city image. The wall behind the TV is lined with framed pictures of various sizes. The camera begins a slow clockwise rotation, bringing the beige leather sofa more fully into view, revealing its curved shape and plush cushions, while natural light filters in from a window with sheer curtains.",
+          "20-40%: Continuing the rotation, the camera angle shifts to highlight the side of the circular-patterned pillow, emphasizing its vibrant colors and geometric design. The white laundry basket’s floral pattern is now seen from a new perspective. The black TV stand and the displayed text remain visible, though slightly angled. The framed pictures on the wall appear in a diagonal line due to the camera’s motion, adding depth to the scene. The camera tilts slightly upward, bringing the top of the drying rack and the piled pillows into sharper focus. The beige sofa is now seen from behind, with its backrest and armrests framing part of the shot, and ambient lighting from the floor lamp enhances the texture of the sofa and rug.",
+          "40-60%: Midway through the rotation, the camera offers a frontal view of the laundry basket, now centered again but from a slightly elevated angle. The circular-patterned pillow dominates the foreground, its bold design contrasting with the delicate floral pattern of the basket. The beige sofa is visible to the left, and the black TV stand anchors the background. The framed pictures form a vertical array along the wall, each frame distinct yet harmonious. As the rotation progresses, the camera captures the rear of the drying rack and the underside of the laundry basket, revealing its plastic grid structure. The circular-patterned pillow appears from above, its pattern appearing compressed, while the TV screen still displays 'Upper East Side' and the beige sofa is seen from the far side with its cushions and blanket softly lit.",
+          "60-80%: The camera continues its clockwise motion, nearing completion of the 360-degree circle. The white laundry basket reappears from the front, now slightly lower in frame. The circular-patterned pillow remains a focal point, its colors vivid against the neutral tones of the room. The black TV stand and the 'Upper East Side' display are clearly visible, and the beige sofa returns to prominence on the right. The framed pictures on the wall are once again aligned horizontally as the camera approaches its starting orientation. The lighting remains consistent—warm and inviting—and the spatial relationship between furniture, decor, and media is emphasized through the fluid motion.",
+          "80-100%: Finally, the camera completes its full rotation, returning to a position nearly identical to the opening shot but subtly adjusted in height and angle. The white laundry basket with its floral pattern and the circular-patterned pillow are once again central. The beige leather sofa, black TV stand, and wall of framed pictures are all present, maintaining visual continuity. The TV screen still shows 'Upper East Side', and the ambient lighting from the floor lamp and natural light through sheer curtains remains balanced. The smooth, continuous motion creates a seamless loop that encapsulates the entire living room environment, highlighting domestic stillness and the quirky composition of household objects."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle shot focused on a white laundry basket adorned with a colorful floral pattern, resting on a white metal drying rack. The basket contains multiple pillows, including one with large, overlapping circular designs in earthy tones. To the right, a beige leather sofa is partially visible, with a light blanket draped over its arm. In the background, a black TV stand supports a television screen displaying the text 'Upper East Side' over a city image. The wall behind the TV is lined with framed pictures of various sizes.",
+          "Part 2/8: The camera begins a slow clockwise rotation around the laundry basket. The beige leather sofa comes more fully into view, revealing its curved shape and plush cushions. The blanket remains casually placed. The TV screen continues to show 'Upper East Side', and the framed pictures on the wall become more detailed as the camera moves. Natural light filters in from a window with sheer curtains, casting soft shadows across the carpeted floor.",
+          "Part 3/8: Continuing the rotation, the camera angle shifts to highlight the side of the circular-patterned pillow, emphasizing its vibrant colors and geometric design. The white laundry basket’s floral pattern is now seen from a new perspective. The black TV stand and the displayed text remain visible, though slightly angled. The framed pictures on the wall appear in a diagonal line due to the camera’s motion, adding depth to the scene.",
+          "Part 4/8: The camera tilts slightly upward as it rotates, bringing the top of the drying rack and the piled pillows into sharper focus. The beige sofa is now seen from behind, with its backrest and armrests framing part of the shot. The TV screen remains illuminated with 'Upper East Side', and the wall of pictures is now viewed from a lower vantage point, making the upper frames more prominent. The ambient lighting from the floor lamp enhances the texture of the sofa and the rug.",
+          "Part 5/8: Midway through the rotation, the camera offers a frontal view of the laundry basket, now centered again but from a slightly elevated angle. The circular-patterned pillow dominates the foreground, its bold design contrasting with the delicate floral pattern of the basket. The beige sofa is visible to the left, and the black TV stand anchors the background. The framed pictures form a vertical array along the wall, each frame distinct yet harmonious in the overall decor.",
+          "Part 6/8: As the rotation progresses, the camera captures the rear of the drying rack and the underside of the laundry basket, revealing its plastic grid structure. The circular-patterned pillow appears from above, its pattern appearing compressed. The TV screen still displays 'Upper East Side', and the beige sofa is now seen from the far side, with its cushions and blanket softly lit. The framed pictures are viewed from a reverse angle, showcasing their arrangement from a new perspective.",
+          "Part 7/8: The camera continues its clockwise motion, nearing completion of the 360-degree circle. The white laundry basket reappears from the front, now slightly lower in frame. The circular-patterned pillow remains a focal point, its colors vivid against the neutral tones of the room. The black TV stand and the 'Upper East Side' display are clearly visible, and the beige sofa returns to prominence on the right. The framed pictures on the wall are once again aligned horizontally as the camera approaches its starting orientation.",
+          "Part 8/8: Finally, the camera completes its full rotation, returning to a position nearly identical to the opening shot but subtly adjusted in height and angle. The white laundry basket with its floral pattern and the circular-patterned pillow are once again central. The beige leather sofa, black TV stand, and wall of framed pictures are all present, maintaining visual continuity. The lighting remains consistent, warm and inviting, and the TV screen still shows 'Upper East Side'. The smooth, continuous motion creates a seamless loop that encapsulates the entire living room environment."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "When the camera completes its rotation, is the TV still displaying 'Upper East Side' on the screen?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "ccf0cd2eea6bc446f80f1d4b0011e63ccd3abdf6347bdc10c27a8791eaf2b31f_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the white laundry basket with a floral pattern remain visually consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312230"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which object is described as having a bold circular pattern in orange, purple, and beige?",
+          "options": [
+            "A. The blanket",
+            "B. The TV screen",
+            "C. A pillow inside the basket",
+            "D. The drying rack"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312265"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the texture of the floral pattern on the laundry basket described as changing across camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312280"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What aspect of the circular-patterned pillow is emphasized in Segment 3?",
+          "options": [
+            "A. Its size",
+            "B. Its vibrant colors and geometric design",
+            "C. Its material",
+            "D. Its placement"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312288"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Are the framed pictures on the wall consistently positioned across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312296"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "How do the framed pictures appear when viewed from behind in Segment 6?",
+          "options": [
+            "A. Horizontally aligned",
+            "B. Diagonally arranged",
+            "C. Reversed in orientation",
+            "D. In a vertical array"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312303"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation around the laundry basket?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312311"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What happens at the end of the camera's movement?",
+          "options": [
+            "A. It stops abruptly",
+            "B. It returns to a nearly identical starting position",
+            "C. It zooms out",
+            "D. It shifts focus to a new room"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312318"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the TV screen still display 'Upper East Side' when the camera returns to the starting view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312325"
+        },
+        {
+          "question": "When the camera completes its rotation, is the TV still displaying 'Upper East Side' on the screen?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "11",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Does the white laundry basket with a floral pattern remain visually consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312230"
+        },
+        {
+          "question_id": "13",
+          "type": "multiple_choice",
+          "question": "Which object is described as having a bold circular pattern in orange, purple, and beige?",
+          "options": [
+            "A. The blanket",
+            "B. The TV screen",
+            "C. A pillow inside the basket",
+            "D. The drying rack"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312265"
+        },
+        {
+          "question_id": "14",
+          "type": "binary",
+          "question": "Is the texture of the floral pattern on the laundry basket described as changing across camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312280"
+        },
+        {
+          "question_id": "15",
+          "type": "multiple_choice",
+          "question": "What aspect of the circular-patterned pillow is emphasized in Segment 3?",
+          "options": [
+            "A. Its size",
+            "B. Its vibrant colors and geometric design",
+            "C. Its material",
+            "D. Its placement"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312288"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Are the framed pictures on the wall consistently positioned across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312296"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "How do the framed pictures appear when viewed from behind in Segment 6?",
+          "options": [
+            "A. Horizontally aligned",
+            "B. Diagonally arranged",
+            "C. Reversed in orientation",
+            "D. In a vertical array"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312303"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation around the laundry basket?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312311"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "What happens at the end of the camera's movement?",
+          "options": [
+            "A. It stops abruptly",
+            "B. It returns to a nearly identical starting position",
+            "C. It zooms out",
+            "D. It shifts focus to a new room"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312318"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Does the TV screen still display 'Upper East Side' when the camera returns to the starting view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312325"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the reflection in any mirror or reflective surface show the same objects as are present in the actual living room environment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt does not mention any mirror, glass, or reflective surface. Therefore, there is no reflection to evaluate for content consistency. This question tests whether the model correctly infers the absence of reflections when none are described.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526816"
+          }
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "If a mirror were placed on the wall opposite the TV stand, what should be visible in its reflection during Segment 2?",
+          "options": [
+            "A. The white laundry basket and drying rack centered in the frame",
+            "B. The beige leather sofa with the blanket draped over it",
+            "C. The framed pictures arranged on the wall behind the TV",
+            "D. The circular-patterned pillow and floral basket from the front"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "In Segment 2, the camera is rotating around the laundry basket, which is the central object. If a mirror were opposite the TV stand, it would reflect the basket and drying rack, which are positioned centrally and facing toward that direction. Thus, the reflection should show the basket and rack as the primary subject.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526853"
+          }
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Would the reflection of the 'Upper East Side' text on the TV screen appear inverted or reversed in a mirror if one were present?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Mirrors reverse left-to-right orientation. Therefore, any text reflected in a mirror would appear reversed. Since the TV displays readable text, its reflection would show the text backward, which is a key aspect of reflection content accuracy.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526863"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "Which object should NOT be visible in the reflection of a mirror placed on the floor beneath the drying rack during Segment 4?",
+          "options": [
+            "A. The circular-patterned pillow",
+            "B. The ceiling light fixture",
+            "C. The black TV stand",
+            "D. The framed pictures on the wall"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "A mirror on the floor would reflect the underside of objects above it. The ceiling light fixture is above the scene and would only be visible if the mirror were angled upward. However, since the mirror is on the floor, it would primarily reflect the top of the drying rack and pillows, not overhead elements like the ceiling light. Thus, the light fixture should not be visible.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526870"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Would the reflection of the window with sheer curtains appear in a mirror placed on the wall adjacent to the sofa?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The window is located in the background and visible from multiple angles. A mirror on the adjacent wall would reflect the window area, including the sheer curtains, assuming the mirror's angle captures that part of the room. This tests whether the model understands spatial relationships and visibility in reflections.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526876"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "If a mirror appears in Segment 3 and again in Segment 7, would the reflection of the TV screen still display 'Upper East Side' in both instances?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt states that the TV screen consistently displays 'Upper East Side' throughout all segments. Therefore, any reflection of the TV in a mirror at different times (e.g., Segment 3 vs. 7) must also show the same content, maintaining temporal consistency unless explicitly changed.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526886"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Suppose a mirror is introduced in Segment 5 and reappears in Segment 8. Which detail about the reflection should remain consistent across both appearances?",
+          "options": [
+            "A. The position of the blanket on the sofa",
+            "B. The lighting intensity from the floor lamp",
+            "C. The text on the TV screen",
+            "D. The camera’s height relative to the mirror"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The TV screen continuously displays 'Upper East Side' without change. Therefore, its reflection in the mirror must remain unchanged across time points, even if other elements like lighting or blanket position vary slightly. This evaluates temporal memory of static visual elements.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526892"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "If a mirror reflects the circular-patterned pillow in Segment 6 and then again in Segment 8, does the reflection show the same pattern orientation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The pillow remains in the basket throughout the video, and its position does not change. Therefore, its reflection in a mirror should maintain the same orientation unless the mirror itself moves. Since no movement of the mirror is described, the reflection should be temporally consistent.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526904"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "When a mirror reflects the gallery wall of framed pictures in Segment 2 and again in Segment 7, how should the arrangement of frames appear?",
+          "options": [
+            "A. In reverse order due to mirror inversion",
+            "B. Exactly the same as in the real wall",
+            "C. Slightly shifted due to camera motion",
+            "D. Partially obscured by the TV stand"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Mirrors invert images left-to-right. So while the physical arrangement of frames remains constant, their reflection will appear reversed. This tests understanding of how mirrors alter spatial relationships over time, even if the real-world setup doesn’t change.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526911"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Would the reflection of the floor lamp’s glow in a mirror change between Segment 1 and Segment 8, assuming no environmental changes?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The lighting is described as consistent throughout the video. Since the floor lamp remains active and in place, its glow in a mirror’s reflection should not change over time unless the mirror or camera angle alters. This checks temporal stability of ambient lighting in reflections.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526919"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "binary",
+          "question": "As the camera rotates around the laundry basket, does the reflection in a mirror update to show the correct side of the sofa based on the camera’s position?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The camera moves around the room, changing perspective on the sofa. A mirror reflecting the scene must dynamically adjust its view accordingly — showing the front, side, or back of the sofa depending on the camera’s location. This ensures viewpoint consistency in the reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526926"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "multiple_choice",
+          "question": "If a mirror is placed on the wall behind the TV stand, what view of the laundry basket should it reflect when the camera is in Segment 4?",
+          "options": [
+            "A. The front of the basket with the floral pattern",
+            "B. The side of the basket with the circular pillow prominent",
+            "C. The top of the basket and drying rack",
+            "D. The back of the basket and plastic grid structure"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "In Segment 4, the camera tilts upward and captures the rear of the drying rack and underside of the basket. A mirror behind the TV stand would face the basket from the opposite direction, thus reflecting the back side — including the plastic grid and lower portion — matching the camera’s current viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526932"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "When the camera returns to a similar position in Segment 8 as in Segment 1, would the reflection in a mirror show the same composition as the original shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt describes a nearly identical return to the starting position. If a mirror were present, it would reflect the same scene: the basket, sofa, TV, and wall art. This tests whether the reflection maintains spatial fidelity upon revisiting a prior viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526939"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "From the camera’s angle in Segment 6, which part of the room would a mirror on the floor reflect?",
+          "options": [
+            "A. The ceiling and upper wall",
+            "B. The underside of the drying rack and basket",
+            "C. The TV screen and wall of pictures",
+            "D. The window and sheer curtains"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Segment 6 shows the camera capturing the rear and underside of the drying rack. A mirror on the floor would reflect the bottom surfaces of these objects, including the plastic grid and the base of the basket. This ensures the reflection matches the camera’s low-angle viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526945"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "If a mirror is mounted on the wall to the left of the TV, would it reflect the circular-patterned pillow more clearly when the camera is in Segment 3 than in Segment 1?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "In Segment 3, the camera has rotated to highlight the side of the circular-patterned pillow. From this angle, the pillow is more directly visible to a mirror on the left wall, increasing its prominence in the reflection compared to Segment 1, where it is partially obscured.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526951"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_74fba366266060f0b0b4cde61062cfc2c088a4adb4cc3d8c871995a8c71619ee"
+  },
+  {
+    "task_id": "mem_dl3dv_9f7018c35daf35b3c3c49ba9c99976d06f9dddb0a3093138abcf62f3e7d94b5d",
+    "instance_id": "mem_dl3dv_9f7018c35daf35b3c3c49ba9c99976d06f9dddb0a3093138abcf62f3e7d94b5d",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_9f7018c35daf35b3c3c49ba9c99976d06f9dddb0a3093138abcf62f3e7d94b5d.mp4",
+      "total_frames": 322,
+      "fps": 15.0,
+      "duration_sec": 21.47,
+      "reference_image_path": "inference_img/mem_dl3dv_9f7018c35daf35b3c3c49ba9c99976d06f9dddb0a3093138abcf62f3e7d94b5d_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of an outdoor children’s playground centered around a circular rotating ride. The ride features a red circular base with blue metal railings and two small bicycle-shaped seats — one red, one blue — attached to its perimeter. Atop the ride is a statue of a cartoonish character wearing a hat and holding a wand or stick, positioned at the apex of a wireframe dome structure. The camera slowly circles clockwise around the ride, revealing more of the surrounding environment: lush green trees frame the scene, a pink building is visible in the background on the right, and an arched metal gate stands nearby, partially enclosing the play area. As the camera continues its orbit, benches and additional colorful play structures become visible in the distance, including slides and climbing frames. The ground is paved concrete with a slightly raised circular platform supporting the ride. The lighting is soft daylight under overcast skies. Continuing from the mid-point, the camera completes its rotation, offering alternating views of the pink building, the arched gate, and the statue from different angles, while keeping the red circular base and blue bicycle seats consistently in frame. Finally, as the camera returns to its starting orientation, it subtly zooms out slightly, capturing the full context of the ride within the park — emphasizing the contrast between the bright, whimsical ride and the natural, leafy surroundings, with all mandatory landmarks (pink building, arched metal gate, statue on top of ride, blue bicycle seats, red circular ride base) clearly visible throughout the entire sequence."
+        ],
+        "level_2": [
+          "The video begins with a wide shot of a children’s playground featuring a central rotating ride with a red circular base and blue bicycle-shaped seats. Atop the ride sits a statue of a cartoon character with a hat and wand, enclosed by a wireframe dome. The camera starts panning clockwise, revealing a pink building in the background to the right and an arched metal gate beside it. Trees and other playground equipment are visible beyond the ride’s enclosure. The ground is smooth concrete, and the ride is mounted on a raised circular platform.",
+          "Continuing from the first segment, the camera completes half its circular orbit around the ride. The blue bicycle seats remain prominent as the perspective shifts, showing the ride’s structural supports and the surrounding fencing. The pink building remains visible intermittently through the trees, while the arched gate comes into clearer view as the camera moves. Benches and distant play structures like slides appear in the background. The statue atop the ride stays centered in the upper portion of the frame, maintaining visual continuity.",
+          "Finally, the camera finishes its full 360-degree clockwise sweep around the ride, returning to a near-original angle but slightly pulled back. The red circular base and blue bicycle seats are again clearly framed, with the statue still dominant overhead. The pink building and arched gate reappear in their initial positions relative to the ride. The surrounding trees, benches, and play structures complete the scene, reinforcing the playful yet tranquil atmosphere of the park under overcast daylight. All mandatory landmarks are consistently present and visually anchored throughout this final third."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a wide view of a children’s playground centered on a circular rotating ride with a red base, blue bicycle-shaped seats (one red, one blue), and a statue of a cartoon character wearing a hat and holding a wand atop a wireframe dome. The camera begins a slow clockwise pan; in the background, a pink building and an arched metal gate are partially visible among lush green trees. The ride sits on a raised concrete platform surrounded by paved ground.",
+          "20-40%: Continuing the clockwise pan, the pink building becomes more visible behind the ride, and the arched metal gate comes into clearer view. The red circular base and blue bicycle seats remain prominent, with the statue still centered above. Trees and distant playground equipment—including slides and climbing frames—appear in the background. The camera reveals benches and additional play structures as it moves past the left side of the ride; the pink building is temporarily obscured by foliage, but the gate remains visible on the far right.",
+          "40-60%: Midway through the rotation, the camera shows the rear of the ride, with benches and colorful play structures clearly visible behind it. The blue bicycle seats rotate into view from the opposite side, while the wireframe dome and statue remain fixed as central visual anchors. The pink building reappears briefly through gaps in the trees, and the arched metal gate is fully visible again. The concrete platform and surrounding fencing stay consistently in frame.",
+          "60-80%: As the camera continues its arc past the midpoint, the pink building becomes more prominent directly behind the ride, while the arched gate is partially hidden behind trees. Distant slides and climbing frames come into view again. Nearing completion of the circle, the camera shows the ride from a three-quarter rear angle: the statue atop the dome remains visible, the blue bicycle seats are clearly shown, and the red circular base anchors the composition. The pink building and arched gate reappear to the right, framed by trees.",
+          "80-100%: Finally, the camera completes its clockwise orbit, returning close to the starting viewpoint but slightly zoomed out. The red circular base, blue bicycle seats, and statue are all clearly visible. The pink building and arched metal gate are once again in their original positions relative to the ride. The surrounding trees, benches, and playground elements complete the tranquil, overcast-day scene, with all mandatory landmarks consistently present throughout."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a wide view of a children’s playground. Centered is a circular ride with a red base and blue bicycle-shaped seats. A statue of a cartoon character with a hat and wand sits atop a wireframe dome. In the background, a pink building and an arched metal gate are partially visible among trees. The camera begins a slow clockwise pan.",
+          "Part 2/8: Continuing from the start, the camera pans slightly further right, bringing the pink building more into view behind the ride. The arched metal gate becomes more distinct. The red circular base and blue bicycle seats remain in focus, with the statue still visible above. Concrete pavement surrounds the ride’s elevated platform.",
+          "Part 3/8: The camera continues its clockwise movement, now showing more of the left side of the ride. The blue bicycle seat is prominently featured. Trees and distant playground equipment appear in the background. The pink building is temporarily obscured by foliage, but the arched gate remains visible on the far right.",
+          "Part 4/8: Midway through the rotation, the camera reveals benches and additional play structures behind the ride. The red circular base and blue bicycle seats stay in frame. The statue atop the ride remains fixed as the camera orbits. The pink building reappears briefly through gaps in the trees.",
+          "Part 5/8: The camera moves past the midpoint, now showing the rear of the ride. The arched metal gate is fully visible again, and the pink building appears behind it. The blue bicycle seats rotate into view from the opposite side. The wireframe dome and statue remain constant focal points.",
+          "Part 6/8: As the camera continues its arc, the pink building becomes more prominent again, now seen directly behind the ride. The arched gate is partially hidden behind trees. The red circular base and blue bicycle seats maintain their position in the frame. Distant slides and climbing frames come into view.",
+          "Part 7/8: Nearing completion of the circle, the camera shows the ride from a three-quarter rear angle. The statue atop the dome remains visible. The blue bicycle seats are clearly shown, and the red circular base anchors the composition. The pink building and arched gate are once again visible to the right, framed by trees.",
+          "Part 8/8: Finally, the camera completes its clockwise orbit, returning close to the starting viewpoint but slightly zoomed out. The red circular base, blue bicycle seats, and statue are all clearly visible. The pink building and arched metal gate are once again in their original positions relative to the ride. The surrounding trees and playground elements complete the tranquil, overcast-day scene."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the pink building still visible in the background after the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "c047242bc7e855e9ff00c098da8699259b2b78d5a08b4dc2d957a1cf345e28cc_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the statue of the cartoon character remain visually consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:46.116516"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which object is described as having a hat and wand and must persist in appearance across all segments?",
+          "options": [
+            "A. The red circular base",
+            "B. The blue bicycle seat",
+            "C. The cartoon character statue",
+            "D. The arched metal gate"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:46.116551"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Do the blue bicycle-shaped seats maintain their shape and position relative to the ride's perimeter during rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:46.116564"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What geometric feature must remain stable as the camera circles the ride?",
+          "options": [
+            "A. The color of the sky",
+            "B. The circular base of the ride",
+            "C. The number of trees",
+            "D. The lighting condition"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:46.116572"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the pink building reappear with the same appearance after being hidden behind trees?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:46.116580"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When the pink building is briefly hidden, what must be preserved for accurate recovery?",
+          "options": [
+            "A. Its color and position",
+            "B. Its size and texture",
+            "C. Its distance from the camera",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:46.116586"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation and return to a similar starting view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:46.116594"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What type of camera motion is required to maintain consistency in this video?",
+          "options": [
+            "A. Vertical tilt",
+            "B. Horizontal loop",
+            "C. Zoom-in only",
+            "D. Random panning"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:46.116599"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are the background elements like the pink building and arched gate correctly positioned when the camera returns to the start?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:46.116607"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which background element must re-enter consistently when the camera completes the loop?",
+          "options": [
+            "A. The red circular base",
+            "B. The statue",
+            "C. The pink building",
+            "D. The blue bicycle seat"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:46.116614"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_9f7018c35daf35b3c3c49ba9c99976d06f9dddb0a3093138abcf62f3e7d94b5d"
+  },
+  {
+    "task_id": "mem_dl3dv_d9be64a8fb23fe52670920fbd06b6e587b4fa8d15cfa1ace227cbd6c199d76ea",
+    "instance_id": "mem_dl3dv_d9be64a8fb23fe52670920fbd06b6e587b4fa8d15cfa1ace227cbd6c199d76ea",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_d9be64a8fb23fe52670920fbd06b6e587b4fa8d15cfa1ace227cbd6c199d76ea.mp4",
+      "total_frames": 397,
+      "fps": 15.0,
+      "duration_sec": 26.47,
+      "reference_image_path": "inference_img/mem_dl3dv_d9be64a8fb23fe52670920fbd06b6e587b4fa8d15cfa1ace227cbd6c199d76ea_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a low-angle, wide shot of a modern living room centered on a black office chair with a colorful polka-dot fabric cover (purple, orange, beige circles) and a black five-star base with casters. The camera slowly rotates clockwise around the chair, revealing a beige sectional sofa draped with a patterned blanket to the left, and another beige sofa with matching pillows to the right. In the background, a large flat-screen TV on a black stand displays a bright cityscape with tall buildings. Behind the sofa on the right, a tall floor lamp stands near a wall adorned with multiple framed pictures. As the rotation continues, a brown leather office chair appears briefly in the background near a desk setup. The camera then tilts downward, moving beneath the polka-dot chair to reveal its blue pneumatic lift cylinder and the underside of the seat, before panning up slightly to show the mesh backrest and armrests. Finally, the camera pulls back slightly and completes the circle, ending on a frontal view of the polka-dot chair with the TV and cityscape visible behind it, maintaining consistent lighting and carpeted flooring throughout."
+        ],
+        "level_2": [
+          "The video begins with a wide, low-angle rotating shot centered on a black office chair covered in vibrant polka-dot fabric (purple, orange, beige circles), featuring a black five-star base with casters. As the camera moves clockwise, it reveals a beige sectional sofa with a patterned blanket on the left, and another beige sofa with matching pillows on the right. In the background, a large TV on a black stand displays a vivid cityscape. A floor lamp and wall-mounted framed pictures are visible behind the right sofa. The camera continues rotating to briefly capture a brown leather office chair near a desk area before beginning to tilt downward.",
+          "Continuing from the previous segment, the camera tilts down sharply under the polka-dot-covered office chair, offering a close-up view of its blue pneumatic lift cylinder and the black plastic mechanism connecting to the five-star base. The carpeted floor is clearly visible, as are the wheels of the base. The camera pans slightly upward along the chair’s structure, showing the underside of the seat and the mesh backrest material, while the beige sofas and the TV displaying the cityscape remain partially visible in the periphery. The movement is smooth and deliberate, emphasizing the chair’s construction details.",
+          "Finally, the camera pulls back slightly from underneath the chair and resumes its slow clockwise rotation, completing the full circle. The polka-dot office chair remains centered, now viewed from the front again. The TV on the black stand displaying the cityscape is prominent in the background, flanked by the beige sectional sofa with the patterned blanket on the left and the other beige sofa on the right. The brown leather office chair, floor lamp, and wall-mounted framed pictures reappear as the camera passes them. The video ends with a stable, centered shot of the polka-dot chair, capturing the entire living room environment in soft ambient lighting."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle, wide shot focused on a black office chair covered in colorful polka-dot fabric (purple, orange, beige circles), featuring a black five-star base with casters. To the left, a beige sectional sofa with a patterned blanket is visible. The camera begins a slow clockwise rotation, revealing ambient lighting and carpeted flooring. As the rotation progresses, the right side of the room comes into view — a beige sofa with matching polka-dot pillows, a floor lamp, and wall-mounted framed pictures behind it.",
+          "20-40%: Continuing the clockwise rotation, the TV on a black stand becomes clearer, displaying a bright cityscape with skyscrapers. The polka-dot chair remains centered. On the far left, a brown leather office chair near a desk setup becomes briefly visible. The camera maintains focus on the central chair while revealing more of the living room layout, including the beige sofas framing the scene and consistent warm lighting.",
+          "40-60%: The rotation continues, bringing the brown leather office chair more clearly into view beside a small desk. The camera angle lowers slightly, preparing to tilt down. Then, the camera tilts sharply downward beneath the polka-dot chair, focusing on the blue pneumatic lift cylinder, black plastic mechanism connecting to the five-star base, and the casters rolling on the light-colored carpet. The underside of the seat and mesh backrest are briefly visible.",
+          "60-80%: While still positioned beneath the chair, the camera pans upward slightly, highlighting the mesh texture of the backrest and contours of the armrests. The blue pneumatic cylinder remains prominent, and blurred glimpses of the beige sofas and TV screen appear in the background. The camera then begins to pull back and tilt upward, rising from under the chair, with the polka-dot fabric and black frame returning to full view. The slow clockwise rotation resumes, bringing the TV with the cityscape and wall-mounted framed pictures back into the frame.",
+          "80-100%: The camera completes its full rotation, returning to a frontal view of the polka-dot office chair. The TV on the black stand displaying the cityscape is centered behind it. The beige sectional sofa with the patterned blanket is on the left, and the other beige sofa is on the right. The floor lamp and framed pictures are visible in the background. The video ends on this stable, well-composed shot, maintaining consistent lighting and carpeted flooring throughout."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle, wide shot focused on a black office chair covered in colorful polka-dot fabric (purple, orange, beige circles). The chair has a black five-star base with casters. To the left, a beige sectional sofa with a patterned blanket is visible. The camera begins a slow clockwise rotation. The carpeted floor and ambient lighting are clear.",
+          "Part 2/8: Continuing the rotation, the right side of the room comes into view — a beige sofa with matching polka-dot pillows. Behind it, a floor lamp and wall-mounted framed pictures are visible. The camera maintains focus on the polka-dot chair while revealing more of the living room layout, including a TV on a black stand in the background.",
+          "Part 3/8: The camera continues rotating clockwise, bringing the TV into clearer view. It displays a bright cityscape with skyscrapers. The polka-dot chair remains centered. On the far left, a brown leather office chair near a desk becomes briefly visible. The overall lighting remains consistent and warm.",
+          "Part 4/8: The rotation progresses further, showing the brown leather office chair more clearly next to a small desk. The camera angle begins to lower slightly, preparing to tilt down. The beige sofas and patterned blanket remain visible on either side, framing the central polka-dot chair.",
+          "Part 5/8: The camera tilts sharply downward, moving beneath the polka-dot chair. The blue pneumatic lift cylinder and the black plastic base mechanism become the focal point. The five-star base with casters is clearly shown rolling on the light-colored carpet. The underside of the seat and mesh backrest are briefly visible.",
+          "Part 6/8: The camera pans upward slightly while still positioned beneath the chair, highlighting the mesh texture of the backrest and the contours of the armrests. The blue pneumatic cylinder remains prominent. In the blurred background, glimpses of the beige sofas and the TV screen can be seen.",
+          "Part 7/8: The camera begins to pull back and tilt upward, rising from under the chair. The polka-dot fabric and black frame come back into full view. The camera resumes its slow clockwise rotation, bringing the TV displaying the cityscape and the wall-mounted framed pictures back into the frame.",
+          "Part 8/8: The camera completes its full rotation, returning to a frontal view of the polka-dot office chair. The TV on the black stand with the cityscape display is centered behind it. The beige sectional sofa with the patterned blanket is on the left, and the other beige sofa is on the right. The floor lamp and framed pictures are visible in the background. The video ends on this stable, well-composed shot."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the beige sofa with the patterned blanket visible on the left side when the camera returns to its initial orientation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "d3b0e0260e352e1cf163f6b18fd980c17b5939aa0c876b7dca8986eff867f617_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Is the blue pneumatic lift cylinder visible when the camera tilts downward from the chair’s seat?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "d3b0e0260e352e1cf163f6b18fd980c17b5939aa0c876b7dca8986eff867f617_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the polka-dot office chair retain its original color pattern throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:22:44.266240"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the consistency requirement for the polka-dot chair’s identity?",
+          "options": [
+            "A. It should appear differently based on lighting",
+            "B. It must maintain the same fabric pattern and base design",
+            "C. It can change color when viewed from below",
+            "D. It may be replaced by a similar chair"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:22:44.266274"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are the colors of the polka dots described consistently across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:22:44.266286"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "What detail about the chair's texture must be preserved during the camera movement beneath it?",
+          "options": [
+            "A. The mesh backrest texture",
+            "B. The smoothness of the plastic base",
+            "C. The polka-dot pattern on the fabric",
+            "D. The color of the carpet"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:22:44.266295"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Is the TV screen shown displaying the same cityscape throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:22:44.266302"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "Which view requires correct semantic rendering of the chair’s structure?",
+          "options": [
+            "A. Frontal view",
+            "B. Underneath view",
+            "C. Reflection view",
+            "D. Mirror view"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:22:44.266308"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the camera complete a full rotation and return to the initial frontal view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:22:44.266315"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "What must be preserved when the camera completes the loop?",
+          "options": [
+            "A. The position of the desk",
+            "B. The relative positions of sofas and TV",
+            "C. The color of the carpet",
+            "D. The brightness of the light"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:22:44.266321"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Do the sofas and TV reappear in the same positions when the camera returns to the front?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:22:44.266329"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "Which background element must remain consistent when the camera re-enters the scene?",
+          "options": [
+            "A. The polka-dot pillow",
+            "B. The brown leather chair",
+            "C. The cityscape on the TV",
+            "D. The wall-mounted pictures"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:22:44.266335"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_d9be64a8fb23fe52670920fbd06b6e587b4fa8d15cfa1ace227cbd6c199d76ea"
+  },
+  {
+    "task_id": "mem_dl3dv_8879cecf92e13363ba367f06ed1f8ff15152ace4291130f9a4daecd90aace40f",
+    "instance_id": "mem_dl3dv_8879cecf92e13363ba367f06ed1f8ff15152ace4291130f9a4daecd90aace40f",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_8879cecf92e13363ba367f06ed1f8ff15152ace4291130f9a4daecd90aace40f.mp4",
+      "total_frames": 387,
+      "fps": 15.0,
+      "duration_sec": 25.8,
+      "reference_image_path": "inference_img/mem_dl3dv_8879cecf92e13363ba367f06ed1f8ff15152ace4291130f9a4daecd90aace40f_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of a cozy, well-lit living room featuring beige carpeting, a large flat-screen TV displaying a vibrant cityscape on the left wall, and a black ergonomic office chair with a floral-patterned pillow centered in the frame. The chair faces the camera and is positioned between two yellow sofas — one to the left draped with a patterned blanket, and another to the right also covered with a similar blanket. Behind the chair, a maroon office chair is visible near a window with sheer curtains. As the camera begins to rotate clockwise around the black office chair, it reveals more of the room’s layout: a floor lamp beside the right sofa, framed pictures on the walls, and a small side table. The rotation continues, offering views of the TV screen still showing the cityscape, the yellow sofa on the left, and glimpses of an adjacent workspace with shelves and equipment. The camera then tilts down to focus on the black five-star base of the chair resting on the beige carpet, capturing its wheels and structure. It moves upward along the chair’s column, revealing the underside mechanism and then the backrest adorned with the floral pillow. A close-up shot highlights the intricate details of the pillow’s red, yellow, green, and gray floral design. The camera pulls back slightly to show the full chair again, now from a slightly elevated angle, emphasizing the contrast between the black mesh chair and the bright pillow. Continuing from this angle, the camera pans around once more, circling the chair while keeping the yellow sofas, TV with cityscape, and maroon chair consistently in view. Finally, the video ends with a slow zoom-in on the floral pillow as the camera tilts up along the chair’s backrest, lingering on the decorative stitching and fabric texture before fading out."
+        ],
+        "level_2": [
+          "The video starts with a wide-angle shot of a modern living room featuring beige carpeting, a large TV displaying a cityscape on the left, and a central black office chair adorned with a floral pillow. To the left is a yellow sofa with a patterned blanket, and to the right, another yellow sofa similarly draped. In the background, a maroon office chair sits near a window. The camera slowly rotates clockwise around the black chair, revealing the full living room layout including framed wall art, a floor lamp, and a side table. The TV screen remains visible throughout, continuously showing the cityscape.",
+          "Continuing from the previous rotation, the camera completes its circle around the black office chair, now focusing downward to capture the black five-star base resting firmly on the beige carpet. Close-ups detail the wheels and structural components of the base. The camera then travels upward along the chair’s central column, revealing mechanical parts under the seat and the floral pillow on the backrest. A detailed close-up highlights the pillow’s colorful floral pattern — red blossoms, yellow accents, green leaves, and gray swirls — stitched onto white fabric. The camera then pulls back slightly to frame the entire chair against the backdrop of the yellow sofas and cityscape-displaying TV.",
+          "Finally, the camera resumes its circular motion around the black office chair, maintaining consistent framing of the surrounding elements: the yellow sofas with blankets, the maroon chair in the background, and the TV screen still showing the cityscape. The movement is smooth and deliberate, reinforcing the spatial relationship between all objects. The video concludes with a slow zoom-in on the floral pillow as the camera tilts upward along the chair’s backrest, emphasizing the texture and craftsmanship of the pillow before gently fading out."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a wide-angle view of a cozy, well-lit living room centered on a black ergonomic office chair with a floral-patterned pillow. To the left is a large flat-screen TV displaying a vibrant cityscape; to the right, a yellow sofa draped with a patterned blanket. In the background, a maroon office chair sits near a window with sheer curtains. Beige carpet covers the floor. The camera begins a slow clockwise rotation around the black chair, revealing a second yellow sofa on the right (also with a patterned blanket), a floor lamp beside it, and framed pictures on the walls. The TV screen remains visible throughout, continuously showing the cityscape.",
+          "20-40%: As the clockwise rotation continues, the camera captures the full living room layout from new angles—highlighting the maroon chair more prominently and revealing shelves with equipment behind it. The black office chair remains the focal point. The camera then tilts downward to focus on the black five-star base of the chair resting on the beige carpet, capturing close-up details of the wheels and structural components. The surrounding environment—yellow sofas, TV, and maroon chair—remains softly blurred in the background, preserving spatial context.",
+          "40-60%: Moving upward from the base, the camera follows the chair’s central column, revealing the underside mechanical parts and the lower portion of the floral pillow. It then shifts to a close-up of the pillow’s intricate pattern: red flowers, yellow accents, green leaves, and gray swirls stitched onto white fabric, with visible decorative stitching. The background remains consistent with the living room setting. The camera pulls back slightly to frame the entire black office chair with the floral pillow from a slightly elevated angle, with the yellow sofas, TV displaying the cityscape, and maroon chair all visible in their respective positions.",
+          "60-80%: The camera begins another slow clockwise rotation around the black office chair, maintaining smooth motion and visual continuity. Midway through this second rotation, it offers a balanced view of the room—the TV on the left, the yellow sofa with blanket on the right, and the maroon chair in the rear—with the black chair and floral pillow centered. Lighting remains consistent, and the beige carpet provides a neutral foundation. The rotation emphasizes the spatial relationships among all key elements: the two yellow sofas, the maroon chair, the TV with cityscape, and the central black office chair.",
+          "80-100%: Finally, the camera slows its rotation and zooms in toward the floral pillow on the backrest of the black office chair. It tilts upward along the chair’s back, highlighting the texture, craftsmanship, and detailed design of the pillow—including the red, yellow, green, and gray floral motifs and stitching. The yellow sofas, TV with cityscape, and maroon chair fade into soft focus as the video gently fades out, concluding the sequence."
+        ],
+        "level_4": [
+          "The video opens with a wide-angle view of a living room centered on a black office chair with a floral pillow. To the left, a large TV displays a cityscape; to the right, a yellow sofa with a patterned blanket. In the background, a maroon office chair is visible near a window. Beige carpet covers the floor. The camera begins a slow clockwise rotation around the chair, keeping all elements in frame.",
+          "Continuing the clockwise rotation, the camera reveals more of the room’s layout: a second yellow sofa on the right, also covered with a patterned blanket, a floor lamp beside it, and framed pictures on the wall. The TV screen continues to display the cityscape. The black office chair remains the focal point, its position unchanged as the camera circles it.",
+          "As the rotation progresses, the camera captures the full living room layout from a new angle — the maroon chair is now more prominent, and shelves with equipment are visible behind it. The TV screen still shows the cityscape. The camera maintains steady motion around the black office chair, ensuring continuity of scene composition and lighting.",
+          "The camera tilts downward, focusing on the black five-star base of the office chair resting on the beige carpet. Close-up shots highlight the wheels and structural design of the base. The surrounding environment — yellow sofas, TV, and maroon chair — remain softly blurred in the background, preserving spatial context.",
+          "Moving upward from the base, the camera follows the chair’s central column, revealing the underside mechanics and the lower part of the floral pillow. The camera then shifts to a close-up of the pillow’s pattern: red flowers, yellow accents, green leaves, and gray swirls on white fabric, with visible stitching details. The background remains consistent with the living room setting.",
+          "Pulling back slightly, the camera frames the entire black office chair with the floral pillow from a slightly elevated angle. The yellow sofas, TV displaying the cityscape, and maroon chair are all visible in their respective positions. The camera begins another slow clockwise rotation around the chair, maintaining smooth motion and visual continuity.",
+          "Midway through the second rotation, the camera offers a balanced view of the room — the TV on the left, the yellow sofa with blanket on the right, and the maroon chair in the rear. The black office chair with its floral pillow remains centered. The lighting is consistent, and the beige carpet provides a neutral foundation for the scene.",
+          "Finally, the camera slows its rotation and zooms in toward the floral pillow on the backrest of the black office chair. It tilts upward along the chair’s back, highlighting the texture and design of the pillow. The yellow sofas, TV with cityscape, and maroon chair fade into soft focus as the video gently fades out, concluding the sequence."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the black office chair with the floral pillow still centered in the frame after the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "c4ac6c20b97e622f0005a4bf2ed4a0037f4320a74a66d0314773266c5262d4c9_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "After tilting down to the chair base, does the floral pillow reappear at the top of the frame when the camera tilts back up?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "c4ac6c20b97e622f0005a4bf2ed4a0037f4320a74a66d0314773266c5262d4c9_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the black office chair maintain the same identity throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:15.552778"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which object remains consistently present and identifiable in every segment?",
+          "options": [
+            "A. Yellow sofa",
+            "B. Maroon office chair",
+            "C. Black office chair with floral pillow",
+            "D. Floor lamp"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:15.552815"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the floral pattern on the pillow described with consistent details across multiple segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:15.552829"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "What color elements are consistently mentioned in the floral pillow’s design?",
+          "options": [
+            "A. Red, yellow, green, gray",
+            "B. Blue, white, orange, black",
+            "C. Purple, pink, brown, silver",
+            "D. Red, blue, green, yellow"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:15.552836"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation around the chair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:15.552845"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What happens to the camera path after the first rotation?",
+          "options": [
+            "A. It stops moving",
+            "B. It moves vertically only",
+            "C. It resumes another clockwise rotation",
+            "D. It pans left to right"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:15.552852"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the TV screen consistently display the cityscape throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:15.552860"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "When the camera pulls back after focusing on the chair base, what should be visible in the background?",
+          "options": [
+            "A. Only the chair",
+            "B. The yellow sofas and TV",
+            "C. A kitchen area",
+            "D. A bedroom door"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:15.552866"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_8879cecf92e13363ba367f06ed1f8ff15152ace4291130f9a4daecd90aace40f"
+  },
+  {
+    "task_id": "mem_dl3dv_80ef1075466e1824929cf6b5f8b77acf2a7a0fdae07792f74e8f9905c6e07807",
+    "instance_id": "mem_dl3dv_80ef1075466e1824929cf6b5f8b77acf2a7a0fdae07792f74e8f9905c6e07807",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_80ef1075466e1824929cf6b5f8b77acf2a7a0fdae07792f74e8f9905c6e07807.mp4",
+      "total_frames": 387,
+      "fps": 15.0,
+      "duration_sec": 25.8,
+      "reference_image_path": "inference_img/mem_dl3dv_80ef1075466e1824929cf6b5f8b77acf2a7a0fdae07792f74e8f9905c6e07807_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, low-to-the-ground shot of a cozy, well-lit living room. In the center stands a white metal ironing board with a patterned pillow resting on top — the pillow features large geometric circles in shades of purple, orange, and brown. The camera slowly rotates clockwise around the ironing board, revealing a beige sectional sofa arranged in an L-shape against the walls, adorned with matching patterned throw pillows and a gray-and-white floral blanket draped over one arm. To the left, a large flat-screen TV displays a vibrant cityscape with skyscrapers under a clear blue sky, mounted on a black media console that also holds speakers and decorative items. Behind the TV, a tall window with sheer white curtains lets in natural light. As the camera continues its circular motion, a blue exercise ball is visible near the TV stand, tucked beside a small black side table. On the far wall, a collection of framed pictures — varying in size and subject — are neatly arranged above the sofa. A floor lamp with a warm glow stands near the corner, illuminating part of the sofa. The carpet is plush and light beige, complementing the neutral tones of the room. Continuing from this view, the camera moves closer to the ironing board, tilting upward slightly to emphasize the pillow’s texture and pattern, then pans down along the legs of the ironing board, showing its crisscross metal frame. The camera then sweeps back up and rotates further, capturing the opposite side of the room where another beige armchair with a decorative pillow sits beside a small wooden end table. A red backpack rests on the floor nearby. The camera completes its full 360-degree orbit, returning to the starting position but now zooming in slightly on the ironing board as the final shot, highlighting the pillow’s placement and the subtle shadows cast by the room’s ambient lighting. Finally, the video ends with a slight tilt downward, focusing on the base of the ironing board and the surrounding carpet, leaving the viewer with a sense of spatial harmony and domestic tranquility."
+        ],
+        "level_2": [
+          "The video begins with a wide-angle, low-to-the-ground shot of a cozy living room centered on a white metal ironing board topped with a patterned pillow featuring geometric circles in purple, orange, and brown. The camera rotates clockwise, revealing a beige sectional sofa with matching pillows and a floral blanket. To the left, a large TV displays a cityscape, mounted on a black media console; a blue exercise ball is visible nearby. Framed pictures line the wall above the sofa. The room is warmly lit by natural light through sheer curtains and a standing lamp. The plush beige carpet completes the inviting atmosphere.",
+          "Continuing from the initial rotation, the camera moves closer to the ironing board, tilting upward to highlight the pillow’s texture and pattern, then pans down along the crisscross metal legs. It sweeps back up and rotates further, revealing the opposite side of the room: a beige armchair with a decorative pillow, a small wooden end table, and a red backpack on the floor. The camera maintains smooth, continuous motion, emphasizing spatial relationships between furniture and decor while keeping the ironing board as the central visual anchor.",
+          "Finally, the camera completes its full 360-degree orbit around the ironing board, returning to the starting viewpoint but zooming in slightly to focus on the pillow’s placement and the interplay of light and shadow. The shot subtly tilts downward, ending on the base of the ironing board and the surrounding carpet, reinforcing the room’s harmonious layout and tranquil ambiance. All key landmarks — the blue exercise ball, TV cityscape, ironing board with pillow, framed wall pictures, and beige sectional sofa — are visually anchored throughout the sequence for continuity."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle, wide shot of a living room centered on a white ironing board holding a patterned pillow (purple, orange, brown circles). To the left, a beige sectional sofa with coordinating pillows and a floral blanket is visible. Behind it, a wall displays framed pictures. Natural light filters through sheer curtains near a large TV showing a cityscape. A blue exercise ball sits near the TV stand. The camera begins rotating clockwise around the ironing board, revealing more of the sectional sofa’s L-shape, while maintaining the low angle that emphasizes the plush beige carpet and the ironing board’s metal legs. A floor lamp glows softly in the background.",
+          "20-40%: Continuing the clockwise rotation, the camera passes behind the ironing board, offering a clearer view of the framed picture wall above the sofa; the blue exercise ball is now fully visible beside a black side table, and the TV screen remains bright with the cityscape. The camera then moves past the sofa’s corner, revealing a beige armchair with a decorative pillow and a small wooden end table, with a red backpack resting on the floor nearby. The ironing board’s legs and patterned pillow remain prominent as the camera begins to tilt slightly upward, drawing attention to the pillow’s design.",
+          "40-60%: The camera tilts up further, focusing on the pillow’s texture and pattern, then pans down along the crisscross metal legs of the ironing board. The plush carpet fills the lower frame. The TV and cityscape are still visible in the background, along with the blue exercise ball and framed wall art; lighting remains consistent and warm. The camera sweeps back up and continues its clockwise rotation, now capturing the opposite side of the room where the beige armchair and end table reappear, along with the red backpack. The ironing board remains central, and the movement is smooth, emphasizing spatial continuity.",
+          "60-80%: The camera completes nearly a full 360-degree orbit, returning to the initial viewpoint but now zooming in slightly on the ironing board and pillow; shadows from the room’s lighting accentuate the pillow’s contours. The TV cityscape, blue exercise ball, and framed wall pictures are all visible in the periphery, anchoring the scene. The camera maintains steady motion, keeping the ironing board as the focal point while reinforcing the room’s symmetrical layout and harmonious decor.",
+          "80-100%: Finally, the camera tilts downward, focusing on the base of the ironing board and the surrounding beige carpet. The patterned pillow remains in view at the top of the frame. The video ends with this grounded, intimate shot, reinforcing the room’s calm, cohesive aesthetic and leaving the viewer with a sense of spatial completeness and domestic tranquility."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle, wide shot of a living room centered on a white ironing board holding a patterned pillow (purple, orange, brown circles). To the left, a beige sectional sofa with coordinating pillows and a floral blanket is visible. Behind it, a wall displays framed pictures. Natural light filters through sheer curtains near a large TV showing a cityscape. A blue exercise ball sits near the TV stand.",
+          "Part 2/8: The camera begins rotating clockwise around the ironing board, revealing more of the sectional sofa’s L-shape. The TV remains in view, displaying skyscrapers. The camera angle stays low, emphasizing the plush beige carpet and the ironing board’s metal legs. A floor lamp glows softly in the background, casting warm light on the sofa.",
+          "Part 3/8: Continuing the rotation, the camera passes behind the ironing board, offering a clearer view of the framed picture wall above the sofa. The blue exercise ball is now fully visible beside a black side table. The TV screen remains bright with the cityscape. The camera maintains steady motion, keeping the ironing board centered as the focal point.",
+          "Part 4/8: The camera moves past the sofa’s corner, revealing a beige armchair with a decorative pillow and a small wooden end table. A red backpack rests on the floor nearby. The ironing board’s legs and the patterned pillow remain prominent. The camera begins to tilt slightly upward, drawing attention to the pillow’s design.",
+          "Part 5/8: The camera tilts up further, focusing on the pillow’s texture and pattern, then pans down along the crisscross metal legs of the ironing board. The plush carpet fills the lower frame. The TV and cityscape are still visible in the background, along with the blue exercise ball and framed wall art. Lighting remains consistent and warm.",
+          "Part 6/8: The camera sweeps back up and continues its clockwise rotation, now capturing the opposite side of the room. The beige armchair and end table reappear, along with the red backpack. The ironing board remains central. The camera movement is smooth, maintaining spatial continuity and emphasizing the room’s symmetrical layout.",
+          "Part 7/8: The camera completes nearly a full 360-degree orbit, returning to the initial viewpoint but now zooming in slightly on the ironing board and pillow. Shadows from the room’s lighting accentuate the pillow’s contours. The TV cityscape, blue exercise ball, and framed wall pictures are all visible in the periphery, anchoring the scene.",
+          "Part 8/8: Finally, the camera tilts downward, focusing on the base of the ironing board and the surrounding beige carpet. The patterned pillow remains in view at the top of the frame. The video ends with this grounded, intimate shot, reinforcing the room’s calm, cohesive aesthetic and leaving the viewer with a sense of spatial completeness."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the blue exercise ball still positioned behind the TV stand after the camera completes its circular path?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "c2e0d105e7eacf5b98717e02fd3a3740749a6a6801c0c272c4f35f0f53e9d6f2_0_2",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the ironing board retain its identity as a white metal object with a patterned pillow throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:38.642440"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which object is consistently described across all segments as having geometric circles in purple, orange, and brown?",
+          "options": [
+            "A. The floral blanket",
+            "B. The throw pillows",
+            "C. The patterned pillow on the ironing board",
+            "D. The framed pictures"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:38.642476"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the crisscross metal frame of the ironing board consistently described as stable across different camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:38.642488"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What detail is emphasized in the close-up view of the pillow in part 5/8?",
+          "options": [
+            "A. Its softness",
+            "B. Its texture and pattern",
+            "C. Its size",
+            "D. Its placement"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:38.642497"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree orbit and return to the original viewpoint?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:38.642504"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which camera movement is central to maintaining horizontal loop memory?",
+          "options": [
+            "A. Zooming in",
+            "B. Tilting up",
+            "C. Clockwise rotation",
+            "D. Panning left"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:38.642511"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are background elements like the TV and exercise ball visible again when the camera returns to the starting position?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:38.642518"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_80ef1075466e1824929cf6b5f8b77acf2a7a0fdae07792f74e8f9905c6e07807"
+  },
+  {
+    "task_id": "mem_dl3dv_6fef07ffa088f12f4094d0fe714b7a4132ee630e62d9b5663577783d1cb493c8",
+    "instance_id": "mem_dl3dv_6fef07ffa088f12f4094d0fe714b7a4132ee630e62d9b5663577783d1cb493c8",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_6fef07ffa088f12f4094d0fe714b7a4132ee630e62d9b5663577783d1cb493c8.mp4",
+      "total_frames": 380,
+      "fps": 15.0,
+      "duration_sec": 25.33,
+      "reference_image_path": "inference_img/mem_dl3dv_6fef07ffa088f12f4094d0fe714b7a4132ee630e62d9b5663577783d1cb493c8_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of a bronze lion statue resting majestically on a circular mulch base, surrounded by a lush green lawn and low-lying shrubs. Behind the statue, a large leafy tree provides partial shade, its branches swaying gently in the breeze. In the background, a red brick building with white trim lines the left side of the frame, while further in the distance, a modern multi-story building with glass windows and concrete panels rises above the treeline. A paved walkway curves along the edge of the grassy area, leading toward the buildings. The camera slowly pans clockwise around the lion statue, revealing its detailed mane with individually sculpted strands, muscular body, and long tail curling upward at the tip. As the camera moves, the perspective shifts to show the statue from multiple angles — front, side, rear, and three-quarter views — highlighting the texture of the bronze surface and the naturalistic posture of the lion lying down with one paw extended. The grassy mound beneath the mulch base slopes gently into the surrounding lawn. Continuing from the rear view, the camera circles back toward the front, capturing the lion’s serene facial expression and the interplay of light and shadow across its form. Finally, the video ends with a close-up of the lion’s head, emphasizing the intricate details of its mane and eyes, as the background elements — the tree, brick building, modern structure, and paved path — remain consistently visible throughout the entire sequence, maintaining spatial continuity and environmental context."
+        ],
+        "level_2": [
+          "The video begins with a full view of a bronze lion statue lying on a mulch-covered circular base, nestled within a well-maintained green lawn bordered by shrubs. Behind the statue stands a large tree with dense foliage, partially shading the sculpture. To the left, a red brick building with white horizontal accents is visible, while in the far background, a modern multi-story building with glass facades can be seen. A paved walkway runs parallel to the lawn, curving gently away from the camera. The camera initiates a slow clockwise pan, starting from the lion’s right flank, revealing its powerful hindquarters and long, curved tail. The mulch base sits atop a slight grassy mound, blending naturally into the surrounding turf. The lion’s detailed mane flows over its shoulders and chest, with each strand meticulously rendered in bronze. The lighting is soft and diffused, suggesting an overcast day or late afternoon sun.",
+          "Continuing from the rear view of the lion statue, the camera completes its clockwise arc, now focusing on the lion’s left flank and then its front. The detailed mane cascades over the lion’s neck and chest, catching subtle highlights. The camera zooms slightly closer, allowing viewers to appreciate the texture of the bronze and the lifelike musculature of the lion’s limbs. The grassy mound beneath the mulch base remains visible, sloping gently into the surrounding lawn. In the background, the tree continues to provide shade, while the red brick building and modern multi-story structure remain fixed in their positions, anchoring the scene. The paved walkway becomes more prominent as the camera angle shifts, showing its clean lines and integration with the landscape. The lion’s face comes into clearer view, revealing calm, watchful eyes and a composed expression, enhancing the statue’s regal presence.",
+          "Finally, the camera completes its full 360-degree orbit around the lion statue, returning to a frontal view that emphasizes the lion’s majestic head and detailed mane. The camera lingers here, slowly zooming in for a close-up of the lion’s face, capturing the fine sculptural work in its eyes, nose, and whisker pads. The background elements — the tree behind the statue, the red brick building to the left, the distant modern building, and the paved walkway — remain consistently visible, reinforcing the setting’s coherence. The grassy mound and mulch base are still clearly defined beneath the statue, grounding it in its landscaped environment. The overall atmosphere is tranquil and contemplative, with no movement other than the steady, smooth camera motion encircling the lion. The video concludes with this intimate portrait of the lion’s face, leaving the viewer with a lasting impression of its noble and serene demeanor."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a medium shot of a bronze lion statue lying on a mulch base, positioned on a grassy mound. The lion faces right, its tail curled upward. Behind it, a large tree with green leaves provides partial shade. To the left, a red brick building with white trim is visible. The surrounding lawn is vibrant green, edged with low shrubs. A paved walkway curves along the background. The camera begins a slow clockwise pan, revealing the lion’s muscular hindquarters and textured mane. As the camera continues its clockwise movement, the lion’s right flank comes into full view. The detailed mane flows over its shoulder, with individual strands clearly sculpted. The mulch base is circular and contrasts with the green lawn. The grassy mound slopes gently downward. In the distance, the modern multi-story building appears between trees. The paved walkway remains visible along the edge of the frame. The lighting is even, casting soft shadows across the statue and ground.",
+          "20-40%: The camera now captures the rear of the lion statue, emphasizing its powerful haunches and the curve of its tail. The tree behind the statue fills more of the upper frame, its leaves rustling slightly. The red brick building remains on the left, while the modern building is more centered in the background. The paved walkway curves out of view temporarily. The mulch base is fully visible from this angle, showing its neat edges against the grassy mound. Moving to the lion’s left flank, the camera reveals the sculpted musculature of its torso and foreleg. The detailed mane drapes over its chest, catching ambient light. The grassy mound beneath the mulch base slopes gently into the surrounding lawn. The tree’s branches frame the top of the shot. The red brick building is now partially obscured by foliage, while the modern building remains visible in the distance. The paved walkway reappears along the right edge of the frame. The camera maintains a steady pace, preserving the serene mood.",
+          "40-60%: The camera now focuses on the lion’s front-left quarter, bringing its face partially into view. The detailed mane frames its head, with strands flowing downward. The lion’s eyes appear calm and watchful. The mulch base and grassy mound remain consistent in composition. The tree behind the statue still provides shade, while the red brick building and modern structure anchor the background. The paved walkway runs parallel to the lawn. The camera begins a slight zoom-in, preparing for a closer look at the lion’s features. Continuing the clockwise pan, the camera centers on the lion’s face, now fully visible from the front-left angle. The detailed mane surrounds its head, with each strand meticulously rendered. The lion’s expression is serene, with softly modeled eyes and nose. The grassy mound and mulch base are clearly defined beneath the statue. The tree, brick building, and modern structure remain in their respective positions. The paved walkway is visible along the right side. The camera maintains its steady movement, enhancing the sense of reverence for the sculpture.",
+          "60-80%: The camera now moves to a direct frontal view of the lion statue, capturing its full majesty. The detailed mane frames its face symmetrically, and its paws rest calmly on the mulch base. The grassy mound slopes gently outward, blending into the green lawn. The tree behind the statue provides a natural backdrop, while the red brick building and modern multi-story structure remain visible in the background. The paved walkway curves along the edge of the scene. The lighting remains soft and even, highlighting the bronze texture without harsh shadows. The camera continues its smooth, deliberate rotation, completing most of the 360-degree orbit around the lion statue, returning toward a frontal perspective that emphasizes the lion’s majestic head and detailed mane.",
+          "80-100%: Finally, the camera completes its orbit with a close-up of the lion’s face, emphasizing the intricate sculptural details — the furrows of its brow, the curve of its nose, and the depth of its eyes. The mane flows around its head, creating a halo effect. The tree, brick building, modern structure, and paved walkway remain visible in the periphery, maintaining environmental consistency. The grassy mound and mulch base are subtly present beneath the statue. The video ends with this intimate portrait, leaving a lasting impression of the lion’s noble and tranquil presence."
+        ],
+        "level_4": [
+          "The video opens with a medium shot of a bronze lion statue lying on a mulch base, positioned on a grassy mound. The lion faces right, its tail curled upward. Behind it, a large tree with green leaves provides partial shade. To the left, a red brick building with white trim is visible. The surrounding lawn is vibrant green, edged with low shrubs. A paved walkway curves along the background. The camera begins a slow clockwise pan, revealing the lion’s muscular hindquarters and textured mane.",
+          "As the camera continues its clockwise movement, the lion’s right flank comes into full view. The detailed mane flows over its shoulder, with individual strands clearly sculpted. The mulch base is circular and contrasts with the green lawn. The grassy mound slopes gently downward. In the distance, the modern multi-story building appears between trees. The paved walkway remains visible along the edge of the frame. The lighting is even, casting soft shadows across the statue and ground.",
+          "The camera now captures the rear of the lion statue, emphasizing its powerful haunches and the curve of its tail. The tree behind the statue fills more of the upper frame, its leaves rustling slightly. The red brick building remains on the left, while the modern building is more centered in the background. The paved walkway curves out of view temporarily. The mulch base is fully visible from this angle, showing its neat edges against the grassy mound. The camera maintains a steady pace, preserving the serene mood.",
+          "Moving to the lion’s left flank, the camera reveals the sculpted musculature of its torso and foreleg. The detailed mane drapes over its chest, catching ambient light. The grassy mound beneath the mulch base slopes gently into the surrounding lawn. The tree’s branches frame the top of the shot. The red brick building is now partially obscured by foliage, while the modern building remains visible in the distance. The paved walkway reappears along the right edge of the frame. The camera continues its smooth, deliberate rotation.",
+          "The camera now focuses on the lion’s front-left quarter, bringing its face partially into view. The detailed mane frames its head, with strands flowing downward. The lion’s eyes appear calm and watchful. The mulch base and grassy mound remain consistent in composition. The tree behind the statue still provides shade, while the red brick building and modern structure anchor the background. The paved walkway runs parallel to the lawn. The camera begins a slight zoom-in, preparing for a closer look at the lion’s features.",
+          "Continuing the clockwise pan, the camera centers on the lion’s face, now fully visible from the front-left angle. The detailed mane surrounds its head, with each strand meticulously rendered. The lion’s expression is serene, with softly modeled eyes and nose. The grassy mound and mulch base are clearly defined beneath the statue. The tree, brick building, and modern structure remain in their respective positions. The paved walkway is visible along the right side. The camera maintains its steady movement, enhancing the sense of reverence for the sculpture.",
+          "The camera now moves to a direct frontal view of the lion statue, capturing its full majesty. The detailed mane frames its face symmetrically, and its paws rest calmly on the mulch base. The grassy mound slopes gently outward, blending into the green lawn. The tree behind the statue provides a natural backdrop, while the red brick building and modern multi-story structure remain visible in the background. The paved walkway curves along the edge of the scene. The lighting remains soft and even, highlighting the bronze texture without harsh shadows.",
+          "Finally, the camera completes its orbit with a close-up of the lion’s face, emphasizing the intricate sculptural details — the furrows of its brow, the curve of its nose, and the depth of its eyes. The mane flows around its head, creating a halo effect. The tree, brick building, modern structure, and paved walkway remain visible in the periphery, maintaining environmental consistency. The grassy mound and mulch base are subtly present beneath the statue. The video ends with this intimate portrait, leaving a lasting impression of the lion’s noble and tranquil presence."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the red brick building visible behind the lion statue when the camera returns to its starting position?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "e47aede6b65b2ff9898be60650aa3d3e110c2311f36df209ed8cb5ae5265feea_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Is the paved walkway visible adjacent to the grassy area during the camera’s movement?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "e47aede6b65b2ff9898be60650aa3d3e110c2311f36df209ed8cb5ae5265feea_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the lion statue maintain the same identity throughout the entire 360-degree pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:25:22.296162"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the lion's identity during the camera rotation?",
+          "options": [
+            "A. It changes from a lion to a tiger",
+            "B. It remains consistently a bronze lion",
+            "C. It transforms into a mythical creature",
+            "D. It disappears and reappears"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:25:22.296196"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the lion’s tail remain curled upward throughout the pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:25:22.296208"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "What happens to the lion’s posture as the camera rotates?",
+          "options": [
+            "A. It stands up",
+            "B. It shifts position",
+            "C. It remains lying down with one paw extended",
+            "D. It rolls over"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:25:22.296214"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Are the individual strands of the lion’s mane consistently visible in all views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:25:22.296222"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "How is the bronze texture described in the prompt?",
+          "options": [
+            "A. Smooth and uniform",
+            "B. Meticulously rendered with naturalistic detail",
+            "C. Shiny and reflective",
+            "D. Dull and worn"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:25:22.296228"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree orbit around the lion?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:25:22.296235"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "What type of camera movement is described in the video?",
+          "options": [
+            "A. Vertical tilt",
+            "B. Linear dolly",
+            "C. Horizontal 360-degree pan",
+            "D. Zoom-only motion"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:25:22.296242"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Do the background buildings and tree remain in fixed positions as the camera pans?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:25:22.296249"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the front view, which background elements should be visible?",
+          "options": [
+            "A. Only the tree",
+            "B. The tree, brick building, and modern structure",
+            "C. The sky only",
+            "D. No background elements"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:25:22.296254"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_6fef07ffa088f12f4094d0fe714b7a4132ee630e62d9b5663577783d1cb493c8"
+  },
+  {
+    "task_id": "mem_dl3dv_2f210d115b5875bd6a921b30137d08f30ef7b8f844b2d82e63ed23171ce9d3bd",
+    "instance_id": "mem_dl3dv_2f210d115b5875bd6a921b30137d08f30ef7b8f844b2d82e63ed23171ce9d3bd",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_2f210d115b5875bd6a921b30137d08f30ef7b8f844b2d82e63ed23171ce9d3bd.mp4",
+      "total_frames": 324,
+      "fps": 15.0,
+      "duration_sec": 21.6,
+      "reference_image_path": "inference_img/mem_dl3dv_2f210d115b5875bd6a921b30137d08f30ef7b8f844b2d82e63ed23171ce9d3bd_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide, slow panning shot moving left to right across an empty airport baggage claim area. The scene is dominated by a long, curved metallic baggage carousel with a polished stainless steel exterior and a black rubber conveyor belt that remains stationary throughout. At the far left end of the carousel, a black curtain hangs vertically at the entrance where luggage would emerge, partially obscuring the dark interior behind it. The surrounding walls are covered in large beige square tiles arranged in a grid pattern, extending from floor to ceiling. The ceiling features recessed circular lighting fixtures evenly spaced along its length, casting soft, even illumination. As the camera pans right, a blue directional sign becomes visible on the far right wall, mounted high above the carousel. The floor is made of light-colored speckled terrazzo tiles, reflecting ambient light. The camera continues its smooth arc around the carousel’s curve, revealing more of the beige tiled wall and the full length of the metallic structure. In the background, glimpses of glass partitions and distant doors can be seen, but no people or luggage are present. The environment feels sterile, quiet, and modern. Finally, the camera completes its sweep back toward the left, returning to frame the black curtain at the carousel entrance, bringing the shot full circle while maintaining consistent framing and lighting throughout."
+        ],
+        "level_2": [
+          "The video begins with a slow left-to-right pan across an empty airport baggage claim area. The focus is on a long, curved metallic baggage carousel with a polished stainless steel surface and a black conveyor belt. On the far left, a black curtain hangs at the carousel’s entrance, partially concealing the dark interior. The walls are clad in beige square tiles, and recessed ceiling lights illuminate the space evenly. The camera movement reveals the curvature of the carousel and the reflective terrazzo floor.",
+          "Continuing from the previous segment, the camera pans further right, showcasing the full length of the metallic baggage carousel. The beige tiled wall continues uninterrupted along the back, and the polished metal reflects the overhead lighting. A blue directional sign appears on the far right wall, positioned above the carousel. No luggage or people are visible; the space remains pristine and unoccupied. The camera maintains a steady, smooth motion as it captures the architectural details and spatial layout.",
+          "Finally, the camera begins to arc back toward the left, completing its panoramic sweep. It passes the blue sign again and gradually returns to the starting point, re-framing the black curtain at the carousel entrance. The metallic surface of the carousel gleams under the consistent lighting, and the beige tiled walls remain prominent. The terrazzo floor reflects the surroundings subtly. The video ends with the camera positioned similarly to the opening shot, creating a seamless loop-like visual narrative without any interruptions or changes in environment."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a slow left-to-right pan across an empty airport baggage claim area. The metallic baggage carousel dominates the foreground, featuring a polished stainless steel exterior and a black rubber conveyor belt. On the far left, a black curtain hangs at the carousel entrance, partially obscuring the dark interior behind it. Beige tiled walls extend into the background under recessed ceiling lights. The camera moves slightly right, revealing more of the curved metallic baggage carousel while the black curtain remains visible on the left edge of the frame. The terrazzo floor reflects ambient light, and the motion is smooth and steady.",
+          "20-40%: Continuing the pan, the camera shows the midsection of the metallic baggage carousel; the black curtain is no longer in view. The beige tiled wall stretches across the entire background, and the polished metal surface reflects the overhead lighting. The environment remains devoid of people or luggage, enhancing the sense of emptiness and sterility. As the pan progresses, the right side of the carousel comes into full view, with the beige tiled wall continuing uninterrupted and the terrazzo floor visible below. The camera motion remains fluid and deliberate.",
+          "40-60%: The camera reaches the far right end of the carousel, where a blue directional sign becomes visible on the wall above. The metallic surface gleams under the lighting, and the beige tiled wall extends beyond the sign. The camera begins to slowly curve back toward the left, initiating the return sweep. Continuing the arc back to the left, the camera now shows the rear portion of the carousel from a slightly different angle. The blue sign remains in view for a moment before exiting the frame. The beige tiled wall and polished metal continue to dominate the scene, with no changes in lighting or occupancy.",
+          "60-80%: The camera pans further left, returning to the central section of the metallic baggage carousel. The curved structure is fully visible, and the beige tiled wall forms a continuous backdrop. The terrazzo floor reflects the surroundings subtly. The smooth, looping motion reinforces the quiet, empty atmosphere of the space. The camera continues its arc, passing the blue sign again (now re-entering briefly) and gradually approaching the left side of the carousel, bringing the curvature back into prominence.",
+          "80-100%: Finally, the camera completes its arc, returning to the initial framing that includes the black curtain at the carousel entrance on the far left. The metallic baggage carousel, beige tiled wall, and ambient lighting remain consistent. The video ends with a stable, symmetrical composition mirroring the opening shot, closing the visual loop. The terrazzo floor reflects the surroundings subtly, and the environment remains pristine, unoccupied, and sterile throughout."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a slow left-to-right pan across an empty airport baggage claim area. The metallic baggage carousel dominates the foreground, featuring a polished stainless steel exterior and a black rubber conveyor belt. On the far left, a black curtain hangs at the carousel entrance, partially obscuring the dark interior behind it. Beige tiled walls extend into the background under recessed ceiling lights.",
+          "Part 2/8: Continuing the pan, the camera moves slightly right, revealing more of the curved metallic baggage carousel. The black curtain remains visible on the left edge of the frame. The beige tiled wall continues along the back, and the terrazzo floor reflects ambient light. The camera maintains a smooth, steady motion, emphasizing the clean, modern architecture.",
+          "Part 3/8: The camera continues its rightward pan, now showing the midsection of the metallic baggage carousel. The black curtain is no longer in view. The beige tiled wall stretches across the entire background, and the polished metal surface reflects the overhead lighting. The environment remains devoid of people or luggage, enhancing the sense of emptiness and sterility.",
+          "Part 4/8: As the pan progresses, the right side of the metallic baggage carousel comes into full view. The beige tiled wall continues uninterrupted, and the terrazzo floor remains visible below. The camera motion is fluid and deliberate, capturing the sleek design of the carousel and the uniformity of the tiled surfaces.",
+          "Part 5/8: The camera reaches the far right end of the carousel, where a blue directional sign becomes visible on the wall above. The metallic surface gleams under the lighting, and the beige tiled wall extends beyond the sign. The camera begins to slowly curve back toward the left, initiating the return sweep.",
+          "Part 6/8: Continuing the arc back to the left, the camera now shows the rear portion of the carousel from a slightly different angle. The blue sign remains in view for a moment before exiting the frame. The beige tiled wall and polished metal continue to dominate the scene, with no changes in lighting or occupancy.",
+          "Part 7/8: The camera pans further left, returning to the central section of the metallic baggage carousel. The curved structure is fully visible, and the beige tiled wall forms a continuous backdrop. The terrazzo floor reflects the surroundings subtly. The smooth, looping motion reinforces the quiet, empty atmosphere of the space.",
+          "Part 8/8: Finally, the camera completes its arc, returning to the initial framing that includes the black curtain at the carousel entrance on the far left. The metallic baggage carousel, beige tiled wall, and ambient lighting remain consistent. The video ends with a stable, symmetrical composition mirroring the opening shot, closing the visual loop."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the black curtain at the carousel entrance visible again when the camera returns to its starting position?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "d879067ebd0332b54128141bbde382c34b2db942a8d4216a1ccfd8806a93a2c3_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the camera return to the exact same framing as the opening shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756855"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "What is the primary challenge in maintaining consistency during the horizontal loop?",
+          "options": [
+            "A. Ensuring the blue sign remains visible throughout",
+            "B. Matching the initial and final framing exactly",
+            "C. Changing the lighting dynamically",
+            "D. Introducing new objects"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756889"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the camera move back along the same path it took initially?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756902"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "Which element must reappear in the same location when the camera returns?",
+          "options": [
+            "A. The blue directional sign",
+            "B. The black curtain",
+            "C. The glass partitions",
+            "D. The luggage on the carousel"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756909"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the background appear unchanged when the camera returns to previously seen areas?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756916"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "What must remain consistent when the camera re-enters the central section of the carousel?",
+          "options": [
+            "A. The color of the conveyor belt",
+            "B. The presence of people",
+            "C. The lighting on the metallic surface",
+            "D. The motion of the carousel"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756922"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is the black curtain visible again when the camera returns to the left?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756929"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What aspect of the black curtain must be preserved when it reappears?",
+          "options": [
+            "A. Its color and texture",
+            "B. Its movement",
+            "C. Its reflection",
+            "D. Its size relative to the carousel"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756936"
+        },
+        {
+          "question": "Is the black curtain at the carousel entrance visible again when the camera returns to its starting position?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "10",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the camera return to the exact same framing as the opening shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756855"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "What is the primary challenge in maintaining consistency during the horizontal loop?",
+          "options": [
+            "A. Ensuring the blue sign remains visible throughout",
+            "B. Matching the initial and final framing exactly",
+            "C. Changing the lighting dynamically",
+            "D. Introducing new objects"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756889"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the camera move back along the same path it took initially?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756902"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Which element must reappear in the same location when the camera returns?",
+          "options": [
+            "A. The blue directional sign",
+            "B. The black curtain",
+            "C. The glass partitions",
+            "D. The luggage on the carousel"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756909"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the background appear unchanged when the camera returns to previously seen areas?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756916"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "What must remain consistent when the camera re-enters the central section of the carousel?",
+          "options": [
+            "A. The color of the conveyor belt",
+            "B. The presence of people",
+            "C. The lighting on the metallic surface",
+            "D. The motion of the carousel"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756922"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Is the black curtain visible again when the camera returns to the left?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756929"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "What aspect of the black curtain must be preserved when it reappears?",
+          "options": [
+            "A. Its color and texture",
+            "B. Its movement",
+            "C. Its reflection",
+            "D. Its size relative to the carousel"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756936"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the polished stainless steel surface of the baggage carousel reflect the beige tiled walls and recessed ceiling lights as visible in the environment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt describes the carousel as having a 'polished stainless steel exterior' that 'gleams under the lighting' and reflects overhead illumination. Since the surrounding environment includes beige tiled walls and recessed lights, these should be accurately reflected on the metallic surface.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124687"
+          }
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "When the camera is positioned to view the midsection of the carousel, what should be visible in the reflection of the metallic surface?",
+          "options": [
+            "A. The black curtain at the entrance",
+            "B. The blue directional sign on the far right wall",
+            "C. The beige tiled wall and ceiling lights",
+            "D. The glass partitions in the distant background"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "At the midsection, the black curtain is no longer in frame (Segment 3), and the blue sign is not yet visible (appears in Segment 5). The dominant background elements are the beige tiled wall and ceiling lights, which would be reflected in the polished metal surface.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124735"
+          }
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Is the reflection of the terrazzo floor visible in the metallic surface of the carousel?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt states that the terrazzo floor 'reflects ambient light,' and the carousel has a polished stainless steel surface. Given their reflective properties, it's reasonable to expect that the floor’s texture and light reflections would appear in the mirror-like surface of the carousel.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124745"
+          }
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which object should NOT appear in the reflection of the carousel when the camera is focused on the far right end?",
+          "options": [
+            "A. The blue directional sign",
+            "B. The black curtain",
+            "C. The beige tiled wall",
+            "D. The recessed ceiling lights"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The black curtain is located on the far left and is out of frame during the rightmost portion of the pan (Segment 5). Therefore, it cannot be reflected in the carousel’s surface from that viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124752"
+          }
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the reflection in the carousel's surface show the correct orientation of objects relative to their real-world positions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "As a polished metallic surface acting like a mirror, the reflection should invert the image horizontally but maintain correct spatial relationships. The prompt implies consistent lighting and geometry, so reflections should align with expected mirror physics.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124768"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "binary",
+          "question": "When the camera returns to the initial framing in Segment 8, does the reflection in the carousel match what was seen in Segment 1?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The video ends by returning to the original composition with the black curtain visible again and consistent lighting. Since no environmental changes occur, the reflection should remain temporally consistent with the opening shot.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124778"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "multiple_choice",
+          "question": "In Segment 6, when the camera arcs back toward the left, does the reflection in the carousel update to reflect the changing angle or remain static?",
+          "options": [
+            "A. The reflection remains unchanged",
+            "B. The reflection updates to show more of the left side of the space",
+            "C. The reflection shows the blue sign even though it's exiting the frame",
+            "D. The reflection disappears entirely"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "As the camera moves left, the viewing angle changes, so the reflection in the curved metallic surface must dynamically adjust to show the new field of view. This ensures temporal consistency in how reflections evolve over time.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124785"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "If the blue directional sign appears in the reflection during Segment 5, does it disappear from the reflection when the camera moves past it in Segment 6?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The sign exits the frame in Segment 6, so it should no longer be visible in the reflection. Temporal consistency requires that reflections change in sync with the actual environment as the camera moves.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124791"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "How should the reflection of the ceiling lights behave between Segment 2 and Segment 7?",
+          "options": [
+            "A. It should become dimmer due to changing angles",
+            "B. It should remain constant because lighting is uniform",
+            "C. It should shift position based on camera movement",
+            "D. It should disappear completely"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The camera moves around the carousel, altering the angle of incidence for light reflections. As such, the position and intensity of reflected ceiling lights should shift accordingly, maintaining temporal accuracy.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124797"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Does the reflection of the black curtain reappear in the same way when the camera returns to the starting position in Segment 8?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Since the scene is described as looping back to the original framing and lighting conditions, the reflection should reappear identically to how it did in Segment 1, ensuring temporal memory consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124803"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "binary",
+          "question": "As the camera pans right from Segment 1 to Segment 4, does the reflection in the carousel show progressively more of the right-side environment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "With the camera moving right, the angle of view changes, and the curved reflective surface should capture increasingly more of the right-hand side of the room, including the blue sign eventually.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124810"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "multiple_choice",
+          "question": "When the camera reaches the far right end of the carousel in Segment 5, which part of the environment should be most visible in the reflection?",
+          "options": [
+            "A. The black curtain",
+            "B. The left side of the carousel",
+            "C. The blue directional sign and nearby wall",
+            "D. The distant glass partitions"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "At this point, the camera is facing the far right, and the blue sign is visible. Due to the curvature of the carousel, the reflection should prominently feature the sign and adjacent wall section, matching the current viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124817"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "binary",
+          "question": "When the camera arcs back toward the left in Segment 7, does the reflection show the leftward-moving environment correctly?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The arc motion means the camera captures different parts of the room. The reflection must adapt to show the evolving field of view, particularly revealing more of the central and left portions of the space.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124823"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "multiple_choice",
+          "question": "Which reflection behavior best indicates correct viewpoint consistency during the return sweep?",
+          "options": [
+            "A. The reflection stays fixed regardless of camera movement",
+            "B. The reflection shows the same objects as in the forward pan",
+            "C. The reflection updates to show objects approaching from the left",
+            "D. The reflection becomes blurry and indistinct"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "During the return sweep, the camera is moving left, so the reflection should dynamically update to include objects now entering the frame from the left side, demonstrating accurate viewpoint-based rendering.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124829"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "When the camera returns to the original position in Segment 8, does the reflection match exactly what was seen in Segment 1?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt specifies that the final shot mirrors the opening one in framing and lighting. Therefore, the reflection in the carousel must also be identical, confirming viewpoint consistency upon loop closure.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124835"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_2f210d115b5875bd6a921b30137d08f30ef7b8f844b2d82e63ed23171ce9d3bd"
+  },
+  {
+    "task_id": "mem_dl3dv_5a47c078618098f3299850ad1bbc4f361fc4e6897cc525cf9afac6dc5bc7b4a8",
+    "instance_id": "mem_dl3dv_5a47c078618098f3299850ad1bbc4f361fc4e6897cc525cf9afac6dc5bc7b4a8",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_5a47c078618098f3299850ad1bbc4f361fc4e6897cc525cf9afac6dc5bc7b4a8.mp4",
+      "total_frames": 314,
+      "fps": 15.0,
+      "duration_sec": 20.93,
+      "reference_image_path": "inference_img/mem_dl3dv_5a47c078618098f3299850ad1bbc4f361fc4e6897cc525cf9afac6dc5bc7b4a8_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of a serene park scene under bright daylight, featuring a stone picnic table surrounded by tree stump seats nestled among lush greenery. Willow trees with cascading branches frame the area, casting dappled shadows on the ground. A purple-painted path winds through the background, curving gently to the left and right, bordered by grassy banks and scattered trees. In the distance, several park benches are visible along the path, some occupied by people relaxing. The camera slowly pans clockwise around the stone picnic table, revealing more of the surrounding landscape including additional willow trees, the purple path extending into the distance, and the gentle slope of the terrain. As the pan continues, the camera tilts slightly upward to capture the canopy of leaves and the clear blue sky peeking through. The movement is smooth and deliberate, emphasizing the tranquility of the setting. Continuing from this motion, the camera completes its arc, returning to face the picnic table from a slightly different angle, now highlighting the contrast between the rustic stone furniture and the vibrant purple path nearby. Finally, the camera subtly zooms out to encompass the entire arrangement — stone table, stump seats, willow trees, distant park benches, and the winding purple path — before holding steady for the last moment, capturing the full harmony of the natural and man-made elements in this peaceful outdoor space."
+        ],
+        "level_2": [
+          "The video starts with a wide shot of a tranquil park setting under sunny skies. A stone picnic table is centered among several tree stump seats, surrounded by willow trees with long, drooping branches. To the left and right, a vivid purple-painted path curves gently through the scene, flanked by grassy areas and scattered trees. In the background, distant park benches are faintly visible along the path. The camera begins a slow clockwise pan, gradually revealing more of the environment while keeping the picnic table and stump seats as the focal point. The lighting is bright and natural, casting soft shadows across the ground.",
+          "Continuing from the initial pan, the camera moves further around the stone picnic table, now showing the backside of the setup with more willow trees and the purple path extending deeper into the park. The distant park benches become more distinct as the camera angle shifts, revealing people seated and walking along the path. The terrain slopes gently upward behind the picnic area, dotted with shrubs and young trees. Sunlight filters through the leaves, creating dynamic patterns of light and shadow. The camera maintains a smooth, continuous motion, enhancing the calm atmosphere of the scene.",
+          "Finally, the camera completes its circular sweep, returning to a frontal view of the stone picnic table and stump seats, now framed differently with the purple path visible on both sides. The willow trees sway gently in a light breeze, their branches brushing against each other. The distant park benches remain in view, reinforcing the sense of depth and scale. The camera subtly pulls back to include the full context — the table, stumps, trees, path, and benches — all harmoniously arranged under the clear blue sky. The video ends with a still, composed shot that encapsulates the peaceful beauty of the park setting."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a wide, sunlit view of a park featuring a stone picnic table surrounded by tree stump seats. Willow trees with long, hanging branches encircle the area. A purple-painted path curves to the left in the background, with distant park benches visible along its edge. Shadows from the trees dapple the ground beneath the table. The camera begins a slow clockwise pan, shifting focus slightly to reveal more of the purple path as it bends to the right. The stone picnic table remains central, but the perspective now includes more of the grassy bank and additional willow trees to the right. Distant park benches are still visible, now appearing slightly closer due to the camera’s movement.",
+          "20-40%: Continuing the pan, the camera reveals the rear side of the picnic table setup. The purple path now stretches farther into the background, winding past a gentle slope covered in grass and small shrubs. More willow trees come into view, their branches swaying lightly. The distant park benches are partially obscured by foliage but still discernible. As the pan progresses, the camera tilts slightly upward, bringing the canopy of willow leaves and the blue sky into greater prominence. The stone picnic table and stump seats are now viewed from a higher angle, emphasizing their placement within the natural setting. The purple path continues to wind through the background, and the distant park benches remain visible at the far end of the curve.",
+          "40-60%: The camera continues its clockwise motion, now capturing the right flank of the picnic area. The purple path curves sharply to the right, leading toward a cluster of trees. The stone table and stump seats are seen from a side angle, with sunlight glinting off the stone surface. The distant park benches are now more clearly visible, with one person sitting on a bench. The camera continues its arc, now showing the picnic table from a three-quarter rear view. The purple path is prominent on the right side of the frame, leading toward a small hill. Willow trees dominate the upper portion of the shot, with their branches creating a natural archway. The distant park benches are still visible, though partially hidden by intervening trees.",
+          "60-80%: The camera nears the completion of its circular pan, now facing the picnic table from a front-left angle. The purple path is visible on both sides of the frame, framing the scene symmetrically. The tree stump seats and stone table are fully illuminated by sunlight. The distant park benches appear smaller but still present, adding depth to the composition. The willow trees sway gently in a light breeze, their branches brushing against each other. The terrain slopes gently upward behind the picnic area, dotted with shrubs and young trees. Sunlight filters through the leaves, creating dynamic patterns of light and shadow. The camera maintains a smooth, continuous motion, enhancing the calm atmosphere of the scene.",
+          "80-100%: Finally, the camera holds steady on a wide, balanced shot of the entire picnic area — stone table, stump seats, willow trees, and the purple-painted path curving gracefully on either side. The distant park benches are visible in the background, completing the tranquil park scene. The lighting remains bright and natural, with shadows gently shifting as the video concludes. The camera subtly zooms out to encompass the full arrangement — stone table, stump seats, willow trees, distant park benches, and the winding purple path — before holding steady for the last moment, capturing the full harmony of the natural and man-made elements in this peaceful outdoor space."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a wide, sunlit view of a park featuring a stone picnic table surrounded by tree stump seats. Willow trees with long, hanging branches encircle the area. A purple-painted path curves to the left in the background, with distant park benches visible along its edge. Shadows from the trees dapple the ground beneath the table.",
+          "Part 2/8: The camera begins a slow clockwise pan, shifting focus slightly to reveal more of the purple path as it bends to the right. The stone picnic table remains central, but the perspective now includes more of the grassy bank and additional willow trees to the right. Distant park benches are still visible, now appearing slightly closer due to the camera’s movement.",
+          "Part 3/8: Continuing the pan, the camera reveals the rear side of the picnic table setup. The purple path now stretches farther into the background, winding past a gentle slope covered in grass and small shrubs. More willow trees come into view, their branches swaying lightly. The distant park benches are partially obscured by foliage but still discernible.",
+          "Part 4/8: The camera continues its clockwise motion, now capturing the right flank of the picnic area. The purple path curves sharply to the right, leading toward a cluster of trees. The stone table and stump seats are seen from a side angle, with sunlight glinting off the stone surface. The distant park benches are now more clearly visible, with one person sitting on a bench.",
+          "Part 5/8: As the pan progresses, the camera tilts slightly upward, bringing the canopy of willow leaves and the blue sky into greater prominence. The stone picnic table and stump seats are now viewed from a higher angle, emphasizing their placement within the natural setting. The purple path continues to wind through the background, and the distant park benches remain visible at the far end of the curve.",
+          "Part 6/8: The camera continues its arc, now showing the picnic table from a three-quarter rear view. The purple path is prominent on the right side of the frame, leading toward a small hill. Willow trees dominate the upper portion of the shot, with their branches creating a natural archway. The distant park benches are still visible, though partially hidden by intervening trees.",
+          "Part 7/8: The camera nears the completion of its circular pan, now facing the picnic table from a front-left angle. The purple path is visible on both sides of the frame, framing the scene symmetrically. The tree stump seats and stone table are fully illuminated by sunlight. The distant park benches appear smaller but still present, adding depth to the composition.",
+          "Part 8/8: Finally, the camera holds steady on a wide, balanced shot of the entire picnic area — stone table, stump seats, willow trees, and the purple-painted path curving gracefully on either side. The distant park benches are visible in the background, completing the tranquil park scene. The lighting remains bright and natural, with shadows gently shifting as the video concludes."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the stone picnic table still centered in the frame when the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "983e2f92b3810444651f4e5a5225c080fb581161facee3a212e79da3e084ba83_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the stone picnic table remain visually consistent across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:40.948808"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which object is consistently present throughout all segments and must retain its identity?",
+          "options": [
+            "A. The purple path",
+            "B. A person on the bench",
+            "C. The stone picnic table",
+            "D. A red umbrella"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:40.948842"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the stone picnic table maintain its geometric shape during the camera pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:40.948854"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What aspect of the picnic table must remain unchanged during the pan?",
+          "options": [
+            "A. Its color",
+            "B. Its shape and proportions",
+            "C. Its location in space",
+            "D. Its material texture"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:40.948861"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Is the purple path depicted with plausible curvature and continuity across all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:40.948868"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which element must appear logically placed in relation to the others from any viewpoint?",
+          "options": [
+            "A. The sky",
+            "B. The distant park benches",
+            "C. The camera's movement",
+            "D. The lighting"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:40.948874"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera complete a full circular pan and return to a view similar to the start?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:40.948881"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What kind of camera motion is required to ensure horizontal loop memory?",
+          "options": [
+            "A. Zoom only",
+            "B. Vertical tilt",
+            "C. Full 360-degree pan",
+            "D. Jump cut"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:40.948887"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are the distant park benches visible again in the final segment after being partially obscured earlier?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:40.948894"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which background element must reappear consistently when the camera returns to a similar angle?",
+          "options": [
+            "A. The sun",
+            "B. The purple path",
+            "C. The wind",
+            "D. The camera’s speed"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:40.948900"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_5a47c078618098f3299850ad1bbc4f361fc4e6897cc525cf9afac6dc5bc7b4a8"
+  },
+  {
+    "task_id": "mem_dl3dv_74bf8aa3d43161b484c5df51374713dff593fc97e801e0de253ef6319be5d75b",
+    "instance_id": "mem_dl3dv_74bf8aa3d43161b484c5df51374713dff593fc97e801e0de253ef6319be5d75b",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_74bf8aa3d43161b484c5df51374713dff593fc97e801e0de253ef6319be5d75b.mp4",
+      "total_frames": 304,
+      "fps": 15.0,
+      "duration_sec": 20.27,
+      "reference_image_path": "inference_img/mem_dl3dv_74bf8aa3d43161b484c5df51374713dff593fc97e801e0de253ef6319be5d75b_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of an outdoor park-like setting under an overcast sky, featuring two dark bronze ox sculptures resting side by side on a weathered concrete pedestal with visible rust stains along its edges. The camera slowly circles clockwise around the sculpture, revealing a red and white striped pole adorned with hanging spherical lanterns positioned to the left of the frame. Behind the sculpture runs a smooth asphalt road bordered by sparse grass and young trees with thin trunks and green foliage. As the camera continues its circular motion, it reveals more of the surrounding environment: additional trees in the background, patches of dry grass and gravel near the base, and distant structures partially obscured by vegetation. The oxen are depicted lying down, heads raised, horns curving upward, tails extending behind them — one slightly overlapping the other. The camera movement is smooth and steady, maintaining consistent distance from the sculpture while gradually shifting perspective to show all sides. Continuing from the mid-point, the camera completes its arc, returning to a frontal view that mirrors the opening shot but from a slightly altered angle, emphasizing the symmetry of the sculpture against the natural backdrop. Finally, the video ends with a gentle pull-back as the full scene — including the red and white pole, the sculpture, the road, and the encircling trees — comes into balanced composition, reinforcing the tranquil, slightly rustic ambiance of the location."
+        ],
+        "level_2": [
+          "The video starts with a medium-wide shot of two bronze ox sculptures lying side by side on a concrete pedestal with rust stains, set in a grassy, tree-lined area. To the left stands a red and white striped pole decorated with hanging lanterns. Behind the sculpture stretches an asphalt road, flanked by young trees and patches of grass. The camera begins a slow, clockwise orbit around the sculpture, capturing the texture of the bronze, the posture of the oxen (heads up, horns curved), and the surrounding natural elements under diffuse daylight.",
+          "Continuing from the first segment, the camera has moved halfway around the sculpture, now showing its right flank and rear. The red and white pole is no longer in frame, replaced by more trees and open space behind the sculpture. The asphalt road remains visible in the background, curving slightly out of view. The camera maintains steady motion, revealing details like the tail positioning and the slight overlap of the two oxen. The grassy terrain around the pedestal shows signs of wear, with exposed soil and scattered leaves. The overcast sky casts soft, even lighting across the scene.",
+          "Finally, the camera completes its circular path, returning to a frontal view similar to the start but from a subtly different angle. The red and white striped pole reappears on the left, framing the sculpture once again. The asphalt road and surrounding trees form a consistent backdrop. The camera gently pulls back, offering a wider perspective that balances all key elements: the ox sculptures, the pedestal, the pole with lanterns, the road, and the natural surroundings. The video ends with this composed, tranquil scene, emphasizing harmony between art and nature."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a static wide shot of two bronze ox sculptures lying side by side on a concrete pedestal with rust streaks. A red and white striped pole with hanging lanterns stands to the left. Behind the sculpture, an asphalt road runs horizontally, bordered by grass and scattered trees under an overcast sky. The camera begins a slow clockwise pan, moving slightly closer to the sculpture; the front-facing oxen are clearly visible — heads raised, horns curving upward, tails extended — while the red and white pole remains prominent on the left and the road and trees stay in view.",
+          "20-40%: Continuing the clockwise movement, the camera shifts to show the left side of the sculpture, with the red and white pole now partially cut off at the edge of the frame. The texture of the bronze and rust on the pedestal become more detailed. The asphalt road curves gently into the distance, flanked by leafy trees. The camera then reaches the rear-left angle of the sculpture, where the red and white pole is no longer visible; focus shifts to the backs and tails of the oxen, with the road still visible behind, and grass, gravel, and more trees filling the background for depth.",
+          "40-60%: Midway through the orbit, the camera captures the rear-right side of the sculpture, emphasizing the tails and hindquarters of the oxen; the asphalt road remains in the background but becomes less dominant as trees and shrubs fill the frame, with occasional glimpses of distant structures through foliage. The camera then moves to the right flank of the sculpture, showing the profile of the oxen from the side; the rust-stained concrete pedestal is fully visible from this angle, and the road is still present in the background, though surrounding trees and grassy areas take precedence in composition.",
+          "60-80%: Approaching the final quarter of the circle, the camera reveals the front-right angle of the sculpture; the red and white striped pole begins to reappear on the far left edge of the frame. The soft, even lighting highlights the contours of the bronze oxen and the texture of the pedestal. As the camera continues its arc, it transitions toward the frontal view, with the pole becoming increasingly visible again and the road and trees forming a consistent backdrop.",
+          "80-100%: The camera completes its circular motion, returning to a frontal view similar to the opening shot but slightly adjusted. The red and white pole with lanterns is fully back in frame on the left; the asphalt road and surrounding trees create a balanced backdrop. The video ends with a gentle zoom-out, encompassing all key elements — the ox sculptures, the pedestal, the pole with lanterns, the road, and the natural surroundings — in a serene, composed final shot that reinforces the tranquil, rustic ambiance."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a static wide shot of two bronze ox sculptures lying side by side on a concrete pedestal with rust streaks. A red and white striped pole with hanging lanterns stands to the left. Behind the sculpture, an asphalt road runs horizontally, bordered by grass and scattered trees under an overcast sky.",
+          "Part 2/8: The camera begins a slow clockwise pan, moving slightly closer to the sculpture. The front-facing oxen are clearly visible — heads raised, horns curving upward, tails extended. The red and white pole remains prominent on the left, while the asphalt road and trees in the background stay in view.",
+          "Part 3/8: Continuing the clockwise movement, the camera shifts to show the left side of the sculpture. The red and white pole is now partially cut off at the edge of the frame. The texture of the bronze and the rust on the pedestal become more detailed. The asphalt road curves gently into the distance, flanked by leafy trees.",
+          "Part 4/8: The camera reaches the rear-left angle of the sculpture. The red and white pole is no longer visible. The focus is now on the backs and tails of the oxen, with the asphalt road still visible behind. Grass and gravel surround the pedestal, and more trees fill the background, creating depth.",
+          "Part 5/8: Midway through the orbit, the camera captures the rear-right side of the sculpture. The tails and hindquarters of the oxen are emphasized. The asphalt road remains in the background, though less dominant. Trees and shrubs dominate the frame, with occasional glimpses of distant structures through the foliage.",
+          "Part 6/8: The camera moves to the right flank of the sculpture, now showing the profile of the oxen from the side. The rust-stained concrete pedestal is fully visible from this angle. The asphalt road is still present in the background, but the surrounding trees and grassy areas take precedence in the composition.",
+          "Part 7/8: Approaching the final quarter of the circle, the camera reveals the front-right angle of the sculpture. The red and white striped pole begins to reappear on the far left edge of the frame. The lighting remains soft and even, highlighting the contours of the bronze oxen and the texture of the pedestal.",
+          "Part 8/8: The camera completes its circular motion, returning to a frontal view similar to the opening shot but slightly adjusted. The red and white pole with lanterns is fully back in frame on the left. The asphalt road and surrounding trees create a balanced backdrop. The video ends with a gentle zoom-out, encompassing all mandatory landmarks in a serene, composed final shot."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the red and white striped pole with lanterns visible again after the camera completes its pan around the oxen?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "a220f2e66f53a5158a2c34d4c31dabfc5c882b32b6c7433f3c352ba7a66c1440_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Do the two bronze ox sculptures remain visible and unchanged in identity throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596484"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "What is the correct posture of the oxen throughout the video?",
+          "options": [
+            "A. Standing with heads lowered",
+            "B. Lying down with heads raised",
+            "C. Walking slowly",
+            "D. Facing away from each other"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596510"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the relative positioning of the two oxen (one slightly overlapping the other) remain consistent during the camera rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596518"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "Which feature of the oxen's geometry is emphasized in multiple segments?",
+          "options": [
+            "A. Their eyes",
+            "B. Curved horns",
+            "C. Hooves",
+            "D. Color variation"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596523"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the red and white striped pole reappear with the same appearance after being out of frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596528"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When does the red and white striped pole first disappear from view?",
+          "options": [
+            "A. Segment 1",
+            "B. Segment 3",
+            "C. Segment 4",
+            "D. Segment 5"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596532"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera complete a full horizontal loop and return to a view resembling the opening shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596537"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What happens to the camera’s position at the end of the video?",
+          "options": [
+            "A. It zooms in sharply",
+            "B. It pulls back gently",
+            "C. It tilts upward",
+            "D. It stops abruptly"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596541"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is the background consistent when the camera returns to the frontal view at the end?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596547"
+        },
+        {
+          "question": "Is the red and white striped pole with lanterns visible again after the camera completes its pan around the oxen?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "11",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Do the two bronze ox sculptures remain visible and unchanged in identity throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596484"
+        },
+        {
+          "question_id": "13",
+          "type": "multiple_choice",
+          "question": "What is the correct posture of the oxen throughout the video?",
+          "options": [
+            "A. Standing with heads lowered",
+            "B. Lying down with heads raised",
+            "C. Walking slowly",
+            "D. Facing away from each other"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596510"
+        },
+        {
+          "question_id": "14",
+          "type": "binary",
+          "question": "Does the relative positioning of the two oxen (one slightly overlapping the other) remain consistent during the camera rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596518"
+        },
+        {
+          "question_id": "15",
+          "type": "multiple_choice",
+          "question": "Which feature of the oxen's geometry is emphasized in multiple segments?",
+          "options": [
+            "A. Their eyes",
+            "B. Curved horns",
+            "C. Hooves",
+            "D. Color variation"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596523"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Does the red and white striped pole reappear with the same appearance after being out of frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596528"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "When does the red and white striped pole first disappear from view?",
+          "options": [
+            "A. Segment 1",
+            "B. Segment 3",
+            "C. Segment 4",
+            "D. Segment 5"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596532"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Does the camera complete a full horizontal loop and return to a view resembling the opening shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596537"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "What happens to the camera’s position at the end of the video?",
+          "options": [
+            "A. It zooms in sharply",
+            "B. It pulls back gently",
+            "C. It tilts upward",
+            "D. It stops abruptly"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596541"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Is the background consistent when the camera returns to the frontal view at the end?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596547"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "When the camera is at the rear-left angle of the sculpture, does the reflection in a nearby water surface (if present) show the asphalt road and trees behind the sculpture?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "From the prompt, the rear-left view includes the asphalt road and surrounding trees in the background. If a reflective surface exists, it should mirror these elements accurately.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047568"
+          }
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "If a glass panel reflects the scene during Segment 3 (left side of the sculpture), which objects should appear in the reflection?",
+          "options": [
+            "A. The red and white striped pole and the front of the oxen",
+            "B. The back of the oxen and the asphalt road",
+            "C. The right flank of the oxen and the trees behind",
+            "D. The full frontal view of the sculpture and the lanterns"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Segment 3 shows the left side of the sculpture with the red and white pole still partially visible on the left edge. A reflection from this angle would logically include the pole and the front-facing parts of the oxen, as they are in the line of sight.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047611"
+          }
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does a mirror placed in front of the sculpture during Segment 1 reflect both oxen lying side by side with their heads raised and horns curved upward?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt describes the oxen's posture clearly in Segment 1 — heads up, horns curved — so a mirror reflecting them would show this exact configuration.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047633"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "In Segment 7, when the camera approaches the front-right angle and the red and white pole begins to reappear, what should be reflected in a mirror positioned directly opposite the sculpture?",
+          "options": [
+            "A. Only the right flank of the oxen",
+            "B. The red and white pole and the front of the sculpture",
+            "C. The rear of the oxen and distant structures",
+            "D. The asphalt road and trees only"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "At this stage, the pole is re-entering the frame on the far left, and the front of the sculpture is visible. A mirror opposite would reflect both the returning pole and the frontal features of the oxen.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047642"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Would a reflective puddle beneath the pedestal show the rust stains on the concrete base and the bronze texture of the oxen?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt emphasizes visible rust stains and detailed bronze textures. A reflective surface like a puddle would mirror these physical details if present in the environment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047649"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "When the camera returns to the frontal view in Segment 8, does the reflection in a static mirror show the same composition as in Segment 1?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt states that the final shot mirrors the opening shot but from a slightly altered angle. Since the scene has not changed significantly, a static mirror would reflect consistent content across time.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047659"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "If a mirror was visible in Segment 4 and again in Segment 8, how should its reflection change over time?",
+          "options": [
+            "A. It remains unchanged because the camera path is circular",
+            "B. It changes to reflect the new camera position and environment",
+            "C. It shows only the final scene regardless of earlier views",
+            "D. It flickers between multiple versions of the scene"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "As the camera moves around the sculpture, the environment visible to the mirror changes. Therefore, the reflection must update dynamically to reflect the current surroundings.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047666"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Does the reflection in a mirror placed at the beginning of the video remain consistent with the scene when the camera returns to the same position later?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt indicates that the final shot 'mirrors' the opening one, implying environmental consistency. Thus, a mirror’s reflection should also be temporally consistent when revisiting the same viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047672"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "In a hypothetical scenario where a mirror appears in Segment 2 and then reappears in Segment 6, what should happen to the reflection?",
+          "options": [
+            "A. It shows the same view as in Segment 2",
+            "B. It updates to reflect the new camera angle and visible elements",
+            "C. It disappears entirely",
+            "D. It shows a distorted version of the initial scene"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Between Segment 2 and 6, the camera has moved from the left side to the right flank. The reflection must adapt to the new spatial relationship between the viewer, the mirror, and the environment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047679"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "If a mirror is present throughout the entire video, does it reflect the red and white striped pole during both Segment 1 and Segment 8?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The pole is visible in both the first and last segments, and since the camera returns to a similar frontal view, the mirror would reflect the same object at both times.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047686"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "binary",
+          "question": "As the camera orbits clockwise, does the reflection in a spherical mirror (like a decorative ball) correctly update to show different angles of the sculpture?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "A spherical mirror reflects changing perspectives based on the viewer's position. As the camera moves around the sculpture, the reflection must dynamically shift to match the current viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047693"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "multiple_choice",
+          "question": "When the camera reaches the rear-left angle in Segment 4, what should a flat mirror placed at ground level reflect?",
+          "options": [
+            "A. The front of the oxen and the red and white pole",
+            "B. The backs of the oxen and the asphalt road",
+            "C. The right flank and surrounding trees",
+            "D. The sky and clouds only"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "At this angle, the backs of the oxen and the asphalt road are visible. A mirror at ground level would reflect these elements, aligning with the actual camera view.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047699"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "Does a mirror placed on the right side of the sculpture reflect the left flank of the oxen when viewed from the right flank perspective?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "From the right flank view, the left side of the sculpture is facing away from the camera. A mirror on the right would capture the left flank, providing a correct reflection based on geometry.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047705"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "If a mirror is positioned such that it reflects the sculpture from a 90-degree angle relative to the camera, what will the reflection show when the camera is at the front-right angle?",
+          "options": [
+            "A. The front-left side of the sculpture",
+            "B. The rear-right side of the sculpture",
+            "C. The back of the sculpture",
+            "D. The top of the sculpture"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "A 90-degree offset mirror would reflect the opposite side of the sculpture. From the front-right, the mirror would show the front-left, maintaining proper spatial logic.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047717"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "When the camera completes its orbit and returns to the original frontal position, does the reflection in a fixed mirror show the same orientation as in the first segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Since the camera returns to a nearly identical position and the environment hasn't changed, the reflection in a stationary mirror should be consistent with the initial view.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047724"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_74bf8aa3d43161b484c5df51374713dff593fc97e801e0de253ef6319be5d75b"
+  },
+  {
+    "task_id": "mem_dl3dv_8093e8ff907550e4a3a9843e6c32ddfd147a58c2ae0213649e54356906c7709c",
+    "instance_id": "mem_dl3dv_8093e8ff907550e4a3a9843e6c32ddfd147a58c2ae0213649e54356906c7709c",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_8093e8ff907550e4a3a9843e6c32ddfd147a58c2ae0213649e54356906c7709c.mp4",
+      "total_frames": 328,
+      "fps": 15.0,
+      "duration_sec": 21.87,
+      "reference_image_path": "inference_img/mem_dl3dv_8093e8ff907550e4a3a9843e6c32ddfd147a58c2ae0213649e54356906c7709c_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a sweeping panoramic view of a spacious, brightly lit modern furniture showroom. The camera glides smoothly from left to right, revealing a white shiplap wall adorned with a large round mirror that reflects the ceiling lights and nearby plants, creating soft, shimmering reflections. Below the mirror sits a wooden console table holding a tall vase with dried branches. As the camera moves forward, it passes a woven armchair draped with a mustard-yellow throw blanket, then pans slightly right to reveal a large potted plant with broad green leaves standing beside a low-profile sofa. Continuing from this point, the camera tracks past a promotional sign reading '20+ fresh tonal shades' mounted on a freestanding white display panel. Beyond the sign, the space opens into a wide aisle flanked by curated furniture vignettes including sofas, side tables, and lamps under recessed spotlights. The camera then turns left, revealing a tall rectangular mirror mounted on a white pillar, reflecting an aisle lined with metal shelving units displaying folded textiles and decorative pillows. The reflection also captures the overhead lighting and distant displays. Moving further, the camera circles back toward the entrance area, passing again by the round mirror on the white wall — now seen from a different angle — which once more shows reflections of ceiling lights and surrounding furniture. Finally, the camera sweeps across the entire showroom floor one last time, capturing the warm wood flooring, high ceilings with exposed beams, and strategically placed indoor trees and mirrors that amplify spatial depth. The sequence ends with a slow pull-back shot that encompasses the full breadth of the showroom, emphasizing its open-plan layout, natural materials, and harmonious color palette."
+        ],
+        "level_2": [
+          "The video starts with a smooth tracking shot moving from left to right through a modern, well-lit furniture showroom. A white shiplap wall features a large round mirror reflecting ceiling lights and nearby plants, creating soft glints. Beneath it stands a wooden console table with a vase holding dried branches. The camera continues forward, passing a woven armchair with a mustard-yellow throw, then reveals a large potted plant with broad green leaves next to a low-profile sofa. The scene is bathed in warm ambient light from recessed ceiling fixtures.",
+          "Continuing from the previous segment, the camera glides past a freestanding white display panel featuring a bold sign reading '20+ fresh tonal shades'. It then enters a wider aisle showcasing multiple furniture arrangements: sofas, side tables, and lamps under spotlights. The camera pans slightly to reveal a tall rectangular mirror mounted on a white pillar, reflecting an adjacent aisle lined with metal shelving units filled with folded textiles and decorative pillows. Reflections of ceiling lights and distant displays are visible in the mirror’s surface, enhancing the sense of depth and openness.",
+          "Finally, the camera turns left and circles back toward the entrance area, offering a new perspective on the round mirror on the white wall — now showing reflections of ceiling lights and surrounding furniture from a different angle. The camera sweeps across the showroom floor, highlighting the warm wood flooring, high ceilings with exposed beams, and strategically placed indoor trees and mirrors. The sequence concludes with a slow pull-back shot encompassing the entire showroom, emphasizing its open-plan layout, natural materials, and harmonious color palette."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a smooth tracking shot moving left to right along a white shiplap wall. A large round mirror mounted on the wall reflects ceiling lights and nearby plants, creating soft shimmering reflections. Below the mirror sits a wooden console table with a tall vase containing dried branches. The camera begins to move forward slowly, revealing polished wood flooring and ambient lighting from recessed ceiling fixtures.",
+          "20-40%: Continuing forward, the camera passes a woven armchair draped with a mustard-yellow throw blanket. To the right, a large potted plant with broad green leaves stands beside a low-profile dark gray sofa. The camera pans slightly right, revealing more of the open-plan showroom layout with multiple furniture vignettes arranged under warm overhead lighting. The camera then glides past a freestanding white display panel featuring a prominent sign reading '20+ fresh tonal shades', with a partial view of a seating area behind it.",
+          "40-60%: The camera moves deeper into the showroom, revealing an expansive aisle flanked by sofas, side tables, and decorative lamps, all illuminated by recessed spotlights. The camera pans slightly left, bringing into frame a tall rectangular mirror mounted on a white pillar. The mirror reflects an adjacent aisle lined with metal shelving units displaying folded textiles and decorative pillows. The reflection captures ceiling lights, distant furniture displays, and the organized shelving, enhancing spatial depth.",
+          "60-80%: Focusing briefly on the tall rectangular mirror to emphasize its layered reflections, the camera then turns left and glides backward slightly, offering a new perspective on the round mirror previously seen at the start. Now viewed from a different angle, the mirror again reflects ceiling lights and surrounding furniture, reinforcing the showroom’s symmetrical design. The wooden console table with the vase remains visible beneath the mirror. The camera sweeps horizontally across the showroom floor, capturing the warm wood flooring, high ceilings with exposed beams, and strategically placed indoor trees and mirrors that amplify openness.",
+          "80-100%: Finally, the camera pulls back slowly, encompassing the entire showroom in a wide-angle shot. The full expanse of the space is revealed—from the entrance area with the round mirror and console table to the farthest furniture vignettes. The warm lighting, natural materials, and balanced color palette culminate in a cohesive, inviting retail environment designed for immersive browsing."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a smooth tracking shot moving left to right along a white shiplap wall. A large round mirror mounted on the wall reflects ceiling lights and nearby plants, creating soft shimmering reflections. Below the mirror sits a wooden console table with a tall vase containing dried branches. The camera begins to move forward slowly, revealing polished wood flooring and ambient lighting from recessed ceiling fixtures.",
+          "Part 2/8: Continuing forward, the camera passes a woven armchair draped with a mustard-yellow throw blanket. To the right, a large potted plant with broad green leaves stands beside a low-profile dark gray sofa. The camera pans slightly right, revealing more of the open-plan showroom layout with multiple furniture vignettes arranged under warm overhead lighting.",
+          "Part 3/8: The camera glides past a freestanding white display panel featuring a prominent sign reading '20+ fresh tonal shades'. Behind the sign, a partial view of a seating area with neutral-toned upholstery and accent pillows is visible. The camera maintains steady forward motion, transitioning into a wider aisle lined with curated furniture displays.",
+          "Part 4/8: The camera moves deeper into the showroom, revealing an expansive aisle flanked by sofas, side tables, and decorative lamps. Recessed spotlights illuminate each vignette. The camera pans slightly left, bringing into frame a tall rectangular mirror mounted on a white pillar. The mirror reflects an adjacent aisle lined with metal shelving units displaying folded textiles and decorative pillows.",
+          "Part 5/8: Focusing on the tall rectangular mirror, the camera holds briefly to emphasize the reflections of ceiling lights, distant furniture displays, and the organized shelving behind. The reflection creates a layered visual effect, adding depth to the scene. The camera then begins to turn left, preparing to circle back toward the entrance area.",
+          "Part 6/8: The camera turns left and glides backward slightly, offering a new perspective on the round mirror previously seen at the start. Now viewed from a different angle, the mirror again reflects ceiling lights and surrounding furniture, reinforcing the showroom’s symmetrical design. The wooden console table with the vase remains visible beneath the mirror.",
+          "Part 7/8: The camera sweeps horizontally across the showroom floor, capturing the warm wood flooring, high ceilings with exposed beams, and strategically placed indoor trees. Mirrors throughout the space reflect light and furniture, enhancing the sense of openness. The camera movement is slow and deliberate, allowing viewers to absorb the curated aesthetic and spatial harmony.",
+          "Part 8/8: Finally, the camera pulls back slowly, encompassing the entire showroom in a wide-angle shot. The full expanse of the space is revealed — from the entrance area with the round mirror and console table to the farthest furniture vignettes. The warm lighting, natural materials, and balanced color palette culminate in a cohesive, inviting retail environment designed for immersive browsing."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the round mirror still visible on the left wall after the camera moves past the wooden console table?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "e1331217c50e55a564401104d1469b0f08d3b63c9f7a8081d66fab81495e26da_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the round mirror retain its identity when viewed from a different angle in Segment 6?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620023"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which object remains visible beneath the round mirror throughout multiple segments?",
+          "options": [
+            "A. A glass vase with flowers",
+            "B. A wooden console table with a vase of dried branches",
+            "C. A small side table",
+            "D. A potted plant"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620059"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the reflection in the tall rectangular mirror change based on the camera’s position?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Reflection Viewpoint Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620072"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What is reflected in the tall rectangular mirror during Segment 4?",
+          "options": [
+            "A. A seating area with sofas",
+            "B. An aisle with metal shelving units and folded textiles",
+            "C. The entrance area",
+            "D. A large potted plant"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Reflection Viewpoint Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620078"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera retrace part of its original path when moving back toward the entrance?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620085"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which feature is revisited after the camera turns left in Segment 6?",
+          "options": [
+            "A. The promotional sign",
+            "B. The round mirror and console table",
+            "C. The metal shelving units",
+            "D. The low-profile sofa"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620092"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Do the reflections in the round mirror show ceiling lights and nearby plants in both Segment 1 and Segment 6?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620098"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What does the round mirror reflect in Segment 1?",
+          "options": [
+            "A. Only the ceiling lights",
+            "B. Ceiling lights and nearby plants",
+            "C. The wooden console table",
+            "D. The promotional sign"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620104"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is the entrance area shown again after the camera turns left in Segment 6?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620113"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which background element is visible again when the camera returns to the entrance area?",
+          "options": [
+            "A. The promotional sign",
+            "B. The round mirror and console table",
+            "C. The metal shelving units",
+            "D. The low-profile sofa"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620119"
+        },
+        {
+          "question": "Is the round mirror still visible on the left wall after the camera moves past the wooden console table?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "12",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the round mirror retain its identity when viewed from a different angle in Segment 6?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620023"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Which object remains visible beneath the round mirror throughout multiple segments?",
+          "options": [
+            "A. A glass vase with flowers",
+            "B. A wooden console table with a vase of dried branches",
+            "C. A small side table",
+            "D. A potted plant"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620059"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the reflection in the tall rectangular mirror change based on the camera’s position?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Reflection Viewpoint Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620072"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "What is reflected in the tall rectangular mirror during Segment 4?",
+          "options": [
+            "A. A seating area with sofas",
+            "B. An aisle with metal shelving units and folded textiles",
+            "C. The entrance area",
+            "D. A large potted plant"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Reflection Viewpoint Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620078"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Does the camera retrace part of its original path when moving back toward the entrance?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620085"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "Which feature is revisited after the camera turns left in Segment 6?",
+          "options": [
+            "A. The promotional sign",
+            "B. The round mirror and console table",
+            "C. The metal shelving units",
+            "D. The low-profile sofa"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620092"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Do the reflections in the round mirror show ceiling lights and nearby plants in both Segment 1 and Segment 6?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620098"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "What does the round mirror reflect in Segment 1?",
+          "options": [
+            "A. Only the ceiling lights",
+            "B. Ceiling lights and nearby plants",
+            "C. The wooden console table",
+            "D. The promotional sign"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620104"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Is the entrance area shown again after the camera turns left in Segment 6?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620113"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which background element is visible again when the camera returns to the entrance area?",
+          "options": [
+            "A. The promotional sign",
+            "B. The round mirror and console table",
+            "C. The metal shelving units",
+            "D. The low-profile sofa"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620119"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the round mirror on the white shiplap wall reflect ceiling lights and nearby plants as described in the prompt?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt explicitly states that the round mirror reflects ceiling lights and nearby plants, creating soft shimmering reflections. This confirms content consistency for this mirror.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994041"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "What should be visible in the reflection of the tall rectangular mirror mounted on the white pillar?",
+          "options": [
+            "A. A potted plant and a woven armchair",
+            "B. An aisle with metal shelving units displaying folded textiles and decorative pillows",
+            "C. The entrance area with the console table",
+            "D. A promotional sign reading '20+ fresh tonal shades'"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt clearly describes the tall rectangular mirror reflecting an adjacent aisle lined with metal shelving units filled with folded textiles and decorative pillows. This ensures the reflected content matches the actual environment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994078"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Is the reflection in the round mirror consistent with the surrounding furniture, including the wooden console table and vase beneath it?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt mentions that the round mirror reflects ceiling lights and nearby plants, and the console table with the vase is directly below it. The reflection should logically include elements of the immediate surroundings, confirming content accuracy.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994089"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "Which of the following objects are correctly reflected in the round mirror when viewed from the initial angle?",
+          "options": [
+            "A. The mustard-yellow throw blanket and low-profile sofa",
+            "B. Ceiling lights and nearby plants",
+            "C. The freestanding display panel and promotional sign",
+            "D. The metal shelving units and decorative pillows"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "According to the prompt, the round mirror reflects ceiling lights and nearby plants. The other options are located farther away or not within the mirror’s field of view at that moment, so only B is correct.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994097"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "Does the tall rectangular mirror reflect the overhead lighting and distant displays as stated in the prompt?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt specifies that the rectangular mirror reflects not only the shelving aisle but also the overhead lighting and distant displays, which aligns with realistic reflection behavior and verifies content consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994104"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "When the camera returns to the round mirror later in the video, does it still reflect ceiling lights and surrounding furniture as seen earlier?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt states that upon returning to the round mirror from a different angle, it again shows reflections of ceiling lights and surrounding furniture. This indicates temporal consistency in the reflection content over time.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994114"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "How does the reflection in the round mirror change when the camera returns to it from a different angle?",
+          "options": [
+            "A. It shows the same scene as before, with no changes",
+            "B. It now includes the promotional sign and display panel",
+            "C. It reflects the same objects (ceiling lights, plants) but from a new perspective",
+            "D. It becomes blurry or distorted due to camera movement"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt notes that the mirror is seen from a different angle but still reflects ceiling lights and surrounding furniture. This implies the reflection updates appropriately based on viewpoint, maintaining temporal consistency without altering core content.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994128"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Does the reflection in the tall rectangular mirror remain consistent with its initial description when shown again during the sequence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Although the rectangular mirror is only shown once in detail, the prompt consistently describes its reflection as showing the shelving aisle, textiles, and lighting. Since there is no indication of environmental change, the reflection remains temporally consistent.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994135"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "If the camera revisits the round mirror after passing through the central aisle, what should the reflection show?",
+          "options": [
+            "A. Only the ceiling lights, since the plants are no longer visible",
+            "B. The same ceiling lights and plants as before, adjusted for the new angle",
+            "C. The promotional sign and display panel",
+            "D. A blank or dark surface due to lighting changes"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt confirms the mirror is seen again from a different angle but still reflects ceiling lights and surrounding furniture. This means the reflection adapts to the new viewing position while preserving content, ensuring temporal memory consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994142"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Is the reflection in the round mirror updated when the camera returns to it, even though the environment has not changed?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt states the mirror is viewed from a different angle upon return, and the reflection still shows relevant objects. This implies the reflection dynamically adjusts to the camera's new position, demonstrating proper temporal updating.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994148"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "As the camera moves forward past the round mirror, does the reflection update to reflect the changing camera angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt describes the camera moving from left to right and then forward, implying a shift in perspective. When the mirror is revisited later, it shows reflections from a new angle, confirming viewpoint-based updates in the reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994155"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "When the camera circles back toward the entrance and views the round mirror from a different angle, what should the reflection depict?",
+          "options": [
+            "A. The same exact view as the first time",
+            "B. A completely different scene unrelated to the showroom",
+            "C. The same objects (lights, plants) but with altered positions due to the new angle",
+            "D. The interior of the camera or lens"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Reflections depend on camera viewpoint. The prompt confirms the mirror shows reflections of ceiling lights and surrounding furniture from a new angle, indicating correct viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994162"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "Does the reflection in the tall rectangular mirror accurately represent the scene visible from the camera’s current position?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt describes the mirror reflecting an adjacent aisle with metal shelving, which is spatially consistent with the camera’s location. This confirms the reflection matches the expected view from that viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994168"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "What happens to the reflection in the round mirror as the camera moves from left to right across the showroom?",
+          "options": [
+            "A. It stays static and unchanged",
+            "B. It shifts to show more of the right side of the room",
+            "C. It shows the opposite wall and exits",
+            "D. It disappears entirely"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera moves, the mirror’s reflection should dynamically adjust to show different parts of the environment. The prompt implies this by describing reflections of nearby plants and lights that change with camera motion, supporting viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994174"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "When the camera turns left and glides backward toward the entrance, does the reflection in the round mirror change to match the new camera angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt explicitly states the mirror is viewed from a different angle upon return, and the reflection still shows ceiling lights and furniture — indicating the reflection updates correctly with the camera’s new position.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994180"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_8093e8ff907550e4a3a9843e6c32ddfd147a58c2ae0213649e54356906c7709c"
+  },
+  {
+    "task_id": "mem_dl3dv_03cb625088d5ec191ce8667f4f6f34a17900080b36ee4b89c16833e13852f206",
+    "instance_id": "mem_dl3dv_03cb625088d5ec191ce8667f4f6f34a17900080b36ee4b89c16833e13852f206",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_03cb625088d5ec191ce8667f4f6f34a17900080b36ee4b89c16833e13852f206.mp4",
+      "total_frames": 407,
+      "fps": 15.0,
+      "duration_sec": 27.13,
+      "reference_image_path": "inference_img/mem_dl3dv_03cb625088d5ec191ce8667f4f6f34a17900080b36ee4b89c16833e13852f206_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a low-angle shot of a black office chair with a patterned blanket draped over its back, spinning slowly in the center of a cozy living room. The carpeted floor is light beige and covers the entire space. In the background, two yellow sofas face each other, one adorned with a matching patterned pillow. A red office chair sits to the left near a large TV on a stand displaying a vibrant cityscape. As the camera rotates around the central chair, wall art — framed pictures arranged in a grid — becomes visible along the white walls. An exercise ball rests near one sofa. The camera tilts down to focus on the chair’s base with wheels, then rises again as the blanket billows slightly from the spin. Continuing from this motion, the camera circles upward to reveal the blanket’s full drape and texture — cream-colored with geometric patterns — before dipping again to show the chair’s hydraulic lift mechanism and casters rolling subtly on the carpet. Finally, the camera pans up one last time to capture the full living room: the TVs, sofas, red chair, wall art, and exercise ball all in view, while the central chair completes its rotation, ending in a similar position to where it began, maintaining visual continuity throughout."
+        ],
+        "level_2": [
+          "The video begins with a slow 360-degree rotation around a black office chair positioned centrally on a beige carpeted floor. Draped over the chair is a patterned blanket with circular motifs in muted tones. To the left, a red office chair sits beside a large TV on a stand displaying a bustling cityscape. Two yellow sofas flank the scene, one featuring a matching patterned pillow. Wall art decorates the white walls in an organized grid. The camera tilts downward to highlight the chair’s base with five wheeled casters gliding gently across the carpet.",
+          "Continuing from the previous segment, the camera lifts upward as the chair spins, revealing more of the blanket’s texture and how it folds over the chair’s backrest. The TV continues to display the cityscape, now partially obscured by the rotating chair. The yellow sofas remain visible in the background, along with the red office chair and wall art. An exercise ball appears briefly near the right sofa as the camera circles. The perspective shifts lower again, focusing on the chair’s hydraulic stem and wheelbase, emphasizing its mobility on the plush carpet.",
+          "Finally, the camera rises once more to capture the full living room environment as the chair completes its rotation. The patterned blanket flows with the motion, catching ambient light. The TV on its stand remains prominent, still showing the cityscape. The two yellow sofas, red office chair, wall art, and exercise ball are all visible in their respective positions, creating a balanced composition. The camera ends with a wide-angle view that mirrors the opening shot, ensuring seamless continuity and closure to the full sequence."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle shot centered on a black office chair with a patterned blanket draped over its back, positioned on a beige carpeted floor. In the background, a red office chair and a large TV displaying a cityscape are visible to the left, while a yellow sofa with a matching patterned pillow occupies the right side of the frame. The camera begins a slow clockwise rotation around the chair, revealing the second yellow sofa opposite the first and wall art—framed pictures arranged neatly—on the back wall. The blanket’s geometric pattern is visible under soft indoor lighting.",
+          "20-40%: Continuing the rotation, the camera reveals more of the room’s layout: the TV on its stand remains in view showing the cityscape, and the red office chair is now fully visible beside it. The beige carpet extends uniformly beneath all furniture. The camera tilts down sharply to focus on the chair’s base—the black hydraulic stem and star-shaped base with five wheeled casters rolling slightly on the carpet. The underside of the seat and adjustment lever are momentarily visible, with the yellow sofas and red chair softly blurred in the background due to shallow depth of field.",
+          "40-60%: The camera rises again, capturing the blanket billowing gently as the chair spins; its cream-colored fabric with muted circular patterns catches the light. The TV screen remains active, showing the cityscape, now partially hidden behind the rotating chair. Wall art and both yellow sofas frame the scene symmetrically. As the camera circles further, the exercise ball comes into view near the right yellow sofa, and the blanket’s drape shifts dynamically with the chair’s motion. The camera angle lowers again, refocusing on the chair’s wheelbase and the texture of the carpet beneath.",
+          "60-80%: The camera ascends for a wider perspective, capturing the entire living room: the two yellow sofas facing each other, the red office chair, the TV on its stand with the cityscape, and the wall art. The blanket continues to flow with the chair’s rotation. Ambient lighting highlights the room’s warm, lived-in atmosphere. The camera maintains its orbit, emphasizing the spatial relationships among all key elements—the carpeted floor, the central chair with its patterned blanket, the exercise ball, and the consistent backdrop of furniture and decor.",
+          "80-100%: Finally, the camera completes its orbit, returning to a composition similar to the opening shot. The black office chair, still spinning slowly, centers the frame with the patterned blanket draped over it. All mandatory landmarks—red office chair, TV displaying cityscape, carpeted floor, blanket draped over chair, yellow sofas, chair base with wheels, wall art, exercise ball, TV on stand—are clearly visible in their original spatial relationships, ensuring perfect continuity and closure."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle shot centered on a black office chair with a patterned blanket draped over its back. The chair sits on a beige carpeted floor. In the background, a red office chair and a large TV displaying a cityscape are visible to the left. A yellow sofa with a matching patterned pillow occupies the right side of the frame.",
+          "Part 2/8: The camera begins a slow clockwise rotation around the chair. As it moves, the second yellow sofa comes into view opposite the first. Wall art — framed pictures arranged neatly — appears on the back wall. The blanket drapes loosely over the chair’s backrest, its geometric pattern visible under soft indoor lighting.",
+          "Part 3/8: Continuing the rotation, the camera reveals more of the room’s layout: the TV on its stand remains in view, displaying the cityscape. The red office chair is now fully visible beside the TV. The beige carpet extends uniformly beneath all furniture. The chair’s base with five wheeled casters is briefly glimpsed as the camera dips slightly.",
+          "Part 4/8: The camera tilts down sharply to focus on the chair’s base — the black hydraulic stem and star-shaped base with wheels rolling slightly on the carpet. The underside of the seat and adjustment lever are momentarily visible. The yellow sofas and red chair blur softly in the background due to shallow depth of field.",
+          "Part 5/8: Rising again, the camera captures the blanket billowing gently as the chair spins. Its cream-colored fabric with muted circular patterns catches the light. The TV screen remains active, showing the cityscape, now partially hidden behind the rotating chair. Wall art and both yellow sofas frame the scene symmetrically.",
+          "Part 6/8: The camera circles further, bringing the exercise ball into view near the right yellow sofa. The red office chair remains stationary beside the TV. The blanket’s drape shifts dynamically with the chair’s motion. The camera angle lowers again, refocusing on the chair’s wheelbase and the texture of the carpet beneath.",
+          "Part 7/8: The camera ascends for a wider perspective, capturing the entire living room: the two yellow sofas facing each other, the red office chair, the TV on its stand with the cityscape, and the wall art. The blanket continues to flow with the chair’s rotation. Ambient lighting highlights the room’s warm, lived-in atmosphere.",
+          "Part 8/8: Finally, the camera completes its orbit, returning to a composition similar to the opening shot. The black office chair, still spinning slowly, centers the frame with the patterned blanket draped over it. All mandatory landmarks — red office chair, TV displaying cityscape, carpeted floor, blanket draped over chair, yellow sofas, chair base with wheels, wall art, exercise ball, TV on stand — are clearly visible in their original spatial relationships, ensuring perfect continuity and closure."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Does the TV showing a cityscape remain consistently on the left side of the frame throughout the rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "a8f5ff75fd691bf3ece7f699d15b6d2721291361a531128fc8b769d1d4338eb2_0_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "When the camera tilts down, is the five-pointed base with wheels clearly visible on the carpet?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "a8f5ff75fd691bf3ece7f699d15b6d2721291361a531128fc8b769d1d4338eb2_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "After tilting back up, does the patterned blanket reappear draped over the chair’s backrest?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "a8f5ff75fd691bf3ece7f699d15b6d2721291361a531128fc8b769d1d4338eb2_1_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "As the camera moves forward, does the exercise ball become visible next to the yellow armchair?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "a8f5ff75fd691bf3ece7f699d15b6d2721291361a531128fc8b769d1d4338eb2_2_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Are framed pictures on the wall visible during the circular movement around the chair?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "a8f5ff75fd691bf3ece7f699d15b6d2721291361a531128fc8b769d1d4338eb2_2_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the black office chair maintain the same identity throughout all camera movements?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613745"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which object remains consistently present and identifiable in every segment?",
+          "options": [
+            "A. Red office chair",
+            "B. Exercise ball",
+            "C. Black office chair with blanket",
+            "D. TV stand"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613781"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is the blanket's texture described consistently across different camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613794"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "When the TV is partially hidden behind the spinning chair, what should happen when it becomes visible again?",
+          "options": [
+            "A. It should display a different scene",
+            "B. It should continue showing the cityscape",
+            "C. It should turn off",
+            "D. It should reflect the room"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613802"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the final frame mirror the initial framing of the chair and room?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613810"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "What happens to the camera after focusing on the chair's base?",
+          "options": [
+            "A. It zooms out",
+            "B. It rises to capture the blanket",
+            "C. It pans left",
+            "D. It stops moving"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613829"
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Do the yellow sofas maintain their position and appearance when the camera returns to previous angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613837"
+        },
+        {
+          "question_id": "13",
+          "type": "multiple_choice",
+          "question": "When the exercise ball comes into view for the first time, where is it located?",
+          "options": [
+            "A. Near the left sofa",
+            "B. Near the right sofa",
+            "C. Under the TV",
+            "D. Behind the chair"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613843"
+        },
+        {
+          "question": "Does the TV showing a cityscape remain consistently on the left side of the frame throughout the rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "14",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "When the camera tilts down, is the five-pointed base with wheels clearly visible on the carpet?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "15",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "After tilting back up, does the patterned blanket reappear draped over the chair’s backrest?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "16",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "As the camera moves forward, does the exercise ball become visible next to the yellow armchair?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "17",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Are framed pictures on the wall visible during the circular movement around the chair?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "18",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the black office chair maintain the same identity throughout all camera movements?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613745"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "Which object remains consistently present and identifiable in every segment?",
+          "options": [
+            "A. Red office chair",
+            "B. Exercise ball",
+            "C. Black office chair with blanket",
+            "D. TV stand"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613781"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Is the blanket's texture described consistently across different camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613794"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "When the TV is partially hidden behind the spinning chair, what should happen when it becomes visible again?",
+          "options": [
+            "A. It should display a different scene",
+            "B. It should continue showing the cityscape",
+            "C. It should turn off",
+            "D. It should reflect the room"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613802"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the final frame mirror the initial framing of the chair and room?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613810"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "What happens to the camera after focusing on the chair's base?",
+          "options": [
+            "A. It zooms out",
+            "B. It rises to capture the blanket",
+            "C. It pans left",
+            "D. It stops moving"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613829"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Do the yellow sofas maintain their position and appearance when the camera returns to previous angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613837"
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "When the exercise ball comes into view for the first time, where is it located?",
+          "options": [
+            "A. Near the left sofa",
+            "B. Near the right sofa",
+            "C. Under the TV",
+            "D. Behind the chair"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613843"
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "Does the reflection in the mirror show the red office chair and the TV displaying a cityscape when the camera is positioned to view both objects in the real environment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt does not mention any mirror or reflective surface, so there is no reflection content described. Therefore, it cannot be expected to show the red office chair or TV in a reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690020"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "multiple_choice",
+          "question": "If a mirror were present reflecting the central black office chair spinning, which of the following would correctly appear in the reflection?",
+          "options": [
+            "A. The blanket draped over the chair’s back appears reversed in the reflection",
+            "B. The yellow sofas are reflected as if they are on the same side of the room",
+            "C. The TV screen shows a mirrored version of the cityscape",
+            "D. The exercise ball appears larger in the reflection"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "In a mirror reflection, objects are laterally inverted. Thus, the patterned blanket draped over the chair's back would appear reversed in the reflection, consistent with how mirrors reflect images. Since no mirror is mentioned, this question evaluates hypothetical consistency based on physical principles.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690059"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "binary",
+          "question": "Would the reflection of the wall art in a mirror show the same grid arrangement as seen directly from the camera’s perspective?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "If a mirror were present, the wall art arranged in a grid would be reflected accurately in terms of layout, though flipped left-to-right. The prompt describes the grid clearly, so the reflection should preserve spatial relationships, even if mirrored.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690070"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "multiple_choice",
+          "question": "Which object should NOT be visible in a mirror placed near the TV if the camera is facing the TV and the red office chair?",
+          "options": [
+            "A. The exercise ball near the right sofa",
+            "B. The yellow sofa opposite the TV",
+            "C. The hydraulic stem of the central chair",
+            "D. The cityscape displayed on the TV screen"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The hydraulic stem is only visible when the camera tilts down close to the chair base. If the mirror is positioned to reflect the TV and red chair area, it would not capture the low-angle detail of the hydraulic stem unless specifically angled downward, making it unlikely to appear in such a reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690078"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "binary",
+          "question": "Would the reflection of the patterned blanket show the same geometric patterns as the actual blanket, but mirrored?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Mirrors reverse left and right, so while the pattern remains intact, its orientation would be mirrored. Since the blanket has geometric designs, the reflection should display them correctly but inverted horizontally.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690085"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "If a mirror were shown at the beginning of the video and again at the end, would the reflection of the spinning chair and blanket appear consistent across both instances?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Since the chair completes a full rotation and returns to a similar position, the reflection should remain temporally consistent if the mirror is in the same location and angle. The prompt maintains continuity, so reflections should match at start and end.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690095"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "multiple_choice",
+          "question": "Suppose a mirror reflects the central chair during Segment 1 and again in Segment 8. Which statement best describes the reflection’s temporal consistency?",
+          "options": [
+            "A. The reflection shows the chair stationary in both segments",
+            "B. The reflection shows the chair spinning in both segments",
+            "C. The reflection changes from spinning to still between segments",
+            "D. The reflection is not visible in either segment"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The chair is described as spinning slowly throughout the entire sequence, including both the beginning and end. Therefore, a mirror reflecting the chair in both Segment 1 and Segment 8 should consistently show it in motion.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690102"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "binary",
+          "question": "Would the reflection of the TV screen showing the cityscape remain unchanged from Segment 2 to Segment 5 if the mirror were fixed in place?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The TV continues to display the cityscape throughout all segments without change. Thus, a static mirror reflecting the TV would show the same content over time, assuming no camera or mirror movement alters the reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690108"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "multiple_choice",
+          "question": "If a mirror reflects the exercise ball during Segment 6 and then again in Segment 7, what should be true about the reflection?",
+          "options": [
+            "A. The ball appears smaller due to distance",
+            "B. The ball disappears from the reflection",
+            "C. The ball remains visible but slightly shifted in position",
+            "D. The ball is reflected as moving rapidly"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The exercise ball is visible in Segment 6 and remains in the scene through Segment 7. If the mirror is fixed, the reflection should show the ball in a slightly shifted position due to camera movement, but still present and stable.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690114"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "binary",
+          "question": "If a mirror were introduced in Segment 3 and reappears in Segment 7, would the reflection of the wall art maintain the same grid layout?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The wall art is static and does not move. A mirror reflecting it at different times should show the same grid arrangement, assuming no changes to the room or mirror position.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690130"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "As the camera moves around the central chair, would the reflection in a mirror show the correct changing perspective of the room?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "A mirror reflects the scene based on camera viewpoint. As the camera rotates, the reflection should dynamically update to show the appropriate portion of the room, matching the current field of view.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690138"
+          }
+        },
+        {
+          "question_id": "38",
+          "type": "multiple_choice",
+          "question": "When the camera dips down to focus on the chair’s wheelbase (Segment 4), what should be visible in a mirror placed above the chair?",
+          "options": [
+            "A. The ceiling and top of the chair",
+            "B. The carpet and casters",
+            "C. The TV and red chair",
+            "D. The exercise ball and yellow sofa"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "If the mirror is above the chair, it would reflect the ceiling and upper parts of the chair, not the lower components like wheels or carpet. The camera’s downward tilt does not affect what a high-mounted mirror sees.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690145"
+          }
+        },
+        {
+          "question_id": "39",
+          "type": "binary",
+          "question": "Would the reflection of the yellow sofas in a mirror appear symmetrical when the camera is centered on the spinning chair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "With the chair centrally located and sofas flanking it symmetrically, a mirror placed directly opposite would reflect the sofas in a balanced, symmetrical way, preserving the intended composition.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690151"
+          }
+        },
+        {
+          "question_id": "40",
+          "type": "multiple_choice",
+          "question": "If the camera pans up from the chair base to the full living room, how should the reflection in a mirror on the wall change?",
+          "options": [
+            "A. It stays the same because the mirror is fixed",
+            "B. It shows more of the ceiling and less of the floor",
+            "C. It shows the chair’s base more prominently",
+            "D. It reflects the camera lens"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera tilts upward, the angle of view changes. A mirror on the wall would reflect the changing perspective — showing more of the upper part of the room, such as the ceiling and wall art, and less of the lower elements like the carpet.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690157"
+          }
+        },
+        {
+          "question_id": "41",
+          "type": "binary",
+          "question": "When the camera returns to a position similar to the opening shot in Segment 8, would the reflection in a mirror show the same scene as in Segment 1?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt emphasizes visual continuity, returning to a similar composition. If the mirror is in the same location, the reflection should be consistent with the initial frame, reinforcing the looped structure of the video.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690163"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_03cb625088d5ec191ce8667f4f6f34a17900080b36ee4b89c16833e13852f206"
+  },
+  {
+    "task_id": "mem_dl3dv_d75f9a607ebfec618e585d62b591fbedf78d7ef3af6126c6f7d582ea03d03336",
+    "instance_id": "mem_dl3dv_d75f9a607ebfec618e585d62b591fbedf78d7ef3af6126c6f7d582ea03d03336",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_d75f9a607ebfec618e585d62b591fbedf78d7ef3af6126c6f7d582ea03d03336.mp4",
+      "total_frames": 353,
+      "fps": 15.0,
+      "duration_sec": 23.53,
+      "reference_image_path": "inference_img/mem_dl3dv_d75f9a607ebfec618e585d62b591fbedf78d7ef3af6126c6f7d582ea03d03336_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a sweeping view of a clean, modern public restroom featuring gray toilet stalls with white porcelain toilets visible inside. The camera pans right, revealing the full row of stalls and then moves forward into the space between them, showing the speckled gray floor and white walls. As the camera turns left, it captures a long white sink counter with black metal legs, wall-mounted mirrors above each sink, and soap dispensers mounted beside them. A blue bucket is visible under the sink counter. Continuing from this view, the camera moves along the sink area, capturing reflections in the mirrors — including the reflection of a soap dispenser and a toilet stall — while also showing a trash can with a white liner placed near the sinks. The camera then turns back toward the stalls, offering another perspective of the gray partitions and toilets, before panning up to show ceiling-mounted fluorescent lights and air vents. Finally, the camera sweeps across the entire room again, highlighting the symmetry of the stalls, the cleanliness of the sinks, and the organized placement of amenities — including the mirror above the sink, the reflection of the toilet stall, and the consistent presence of the blue bucket under the sink — ending on a wide-angle shot that encompasses all mandatory landmarks: gray toilet stalls, white sink counter, wall-mounted mirrors, mirror above sink, reflection of soap dispenser, reflection of toilet stall, blue bucket under sink, and trash can with white liner."
+        ],
+        "level_2": [
+          "The video opens with a wide-angle view of a modern public restroom, showcasing multiple gray toilet stalls with white porcelain toilets visible inside. The camera pans right along the row of stalls, revealing their uniform design and the speckled gray flooring beneath. It then moves forward between two stalls, giving a closer look at the interior fixtures and the clean, minimalist aesthetic of the space. The camera turns left toward a long white sink counter with black metal legs, where wall-mounted mirrors are positioned above each sink. Soap dispensers are mounted next to the mirrors, and a blue bucket is visible under the sink counter. The scene ends with the camera focusing on the first section of the sink area, preparing to move further down the counter.",
+          "Continuing from the sink counter, the camera slowly moves along the length of the white countertop, capturing reflections in the wall-mounted mirrors — including the reflection of a soap dispenser and a toilet stall. A trash can with a white liner is clearly visible beside the sinks. The camera lingers on the details: the chrome faucets, the clean surfaces, and the organized layout. It then pans upward to reveal ceiling-mounted fluorescent lighting and ventilation grilles, emphasizing the bright, sterile environment. The camera begins to turn back toward the toilet stalls, offering a rear perspective of the gray partitions and the toilets within, while maintaining visual continuity with the previous segment.",
+          "Finally, the camera completes its sweep by returning to a broader view of the restroom. It captures the full alignment of gray toilet stalls on one side and the continuous white sink counter with mirrors on the other. The reflection of the toilet stall in the mirror above the sink is clearly visible, as is the blue bucket tucked neatly under the counter. The trash can with the white liner remains in frame, reinforcing the room’s tidiness. The camera pans upward once more to include the ceiling fixtures, then pulls back for a final wide-angle shot that encompasses all mandatory landmarks: gray toilet stalls, white sink counter, wall-mounted mirrors, mirror above sink, reflection of soap dispenser, reflection of toilet stall, blue bucket under sink, and trash can with white liner — concluding with a comprehensive, static overview of the entire space."
+        ],
+        "level_3": [
+          "0-20%: The video starts with a slow pan across a row of gray toilet stalls in a clean, well-lit public restroom. White porcelain toilets are visible inside each stall, and the speckled gray floor extends throughout the space. The camera moves slightly forward, offering a close-up of the stall doors and hinges, emphasizing their industrial-grade construction and neutral color scheme. It then turns left to reveal a long white sink counter supported by black metal legs, with wall-mounted mirrors above each sink and soap dispensers installed beside them. The camera focuses briefly on the first sink and mirror, capturing the reflection of the soap dispenser in the mirror’s surface.",
+          "20-40%: The camera moves along the sink counter, revealing additional mirrors and sinks. A blue bucket is visible under the counter, tucked neatly beneath the second sink, and the camera angle tilts slightly downward to emphasize the bucket’s placement and the clean lines of the plumbing underneath the counter. As the camera continues its path, it captures the reflection of a toilet stall in the mirror above the third sink, showing the gray partition and part of the white toilet. A trash can with a white liner is positioned beside the sinks, and the camera lingers on it briefly to highlight its presence.",
+          "40-60%: The camera pans upward from the sink area to show ceiling-mounted fluorescent light panels and ventilation grilles. The white walls and clean lines reinforce the sterile, functional aesthetic of the restroom. The camera then begins to turn back toward the toilet stalls, preparing to reframe the space from a different angle. Returning to the toilet stalls, the camera offers a rear-facing view of the gray partitions, showing their alignment and spacing. The white porcelain toilets are visible through the gaps, and the speckled gray floor continues to dominate the lower frame. The camera slowly pans right, maintaining a steady pace to ensure continuity.",
+          "60-80%: The camera now sweeps across the entire restroom, combining views of both the sink counter and the toilet stalls. The mirror above the sink reflects the toilet stall once more, reinforcing the spatial relationship between the two areas. The blue bucket under the sink and the trash can with the white liner remain visible, anchoring the scene’s composition. The camera pans up again to include ceiling fixtures and pulls back slightly, capturing the symmetry of the stalls, the cleanliness of the sinks, and the organized placement of amenities—including the mirror above the sink, the reflection of the soap dispenser, and the consistent presence of the blue bucket under the sink.",
+          "80-100%: Finally, the camera pulls back for a wide-angle shot that encompasses the entire restroom. All mandatory landmarks are clearly visible: gray toilet stalls, white sink counter, wall-mounted mirrors, mirror above sink, reflection of soap dispenser, reflection of toilet stall, blue bucket under sink, and trash can with white liner. The video ends on this comprehensive, static overview, capturing the symmetry, cleanliness, and functional design of the space."
+        ],
+        "level_4": [
+          "The video starts with a slow pan across a row of gray toilet stalls in a clean, well-lit public restroom. White porcelain toilets are visible inside each stall, and the speckled gray floor extends throughout the space. The camera moves slightly forward, offering a close-up of the stall doors and hinges, emphasizing their industrial-grade construction and neutral color scheme.",
+          "Continuing from the stalls, the camera turns left to reveal a long white sink counter supported by black metal legs. Wall-mounted mirrors are positioned above each sink, and soap dispensers are installed beside them. The camera focuses briefly on the first sink and mirror, capturing the reflection of the soap dispenser in the mirror’s surface.",
+          "The camera moves along the sink counter, revealing additional mirrors and sinks. A blue bucket is visible under the counter, tucked neatly beneath the second sink. The camera angle tilts slightly downward to emphasize the bucket’s placement and the clean lines of the plumbing underneath the counter.",
+          "As the camera continues its path, it captures the reflection of a toilet stall in the mirror above the third sink. The reflection shows the gray partition and part of the white toilet, creating a layered visual effect. A trash can with a white liner is positioned beside the sinks, and the camera lingers on it briefly to highlight its presence.",
+          "The camera pans upward from the sink area to show ceiling-mounted fluorescent light panels and ventilation grilles. The white walls and clean lines reinforce the sterile, functional aesthetic of the restroom. The camera then begins to turn back toward the toilet stalls, preparing to reframe the space from a different angle.",
+          "Returning to the toilet stalls, the camera offers a rear-facing view of the gray partitions, showing their alignment and spacing. The white porcelain toilets are visible through the gaps, and the speckled gray floor continues to dominate the lower frame. The camera slowly pans right, maintaining a steady pace to ensure continuity with the prior segments.",
+          "The camera now sweeps across the entire restroom, combining views of both the sink counter and the toilet stalls. The mirror above the sink reflects the toilet stall once more, reinforcing the spatial relationship between the two areas. The blue bucket under the sink and the trash can with the white liner remain visible, anchoring the scene’s composition.",
+          "Finally, the camera pulls back for a wide-angle shot that encompasses the entire restroom. All mandatory landmarks are clearly visible: gray toilet stalls, white sink counter, wall-mounted mirrors, mirror above sink, reflection of soap dispenser, reflection of toilet stall, blue bucket under sink, and trash can with white liner. The video ends on this comprehensive, static overview, capturing the symmetry, cleanliness, and functional design of the space."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the blue bucket visible under the sink counter during the camera’s movement?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "debdd3e9fba2445c56bcd868b3945c2aa5ba3398242107f966e4fa9c9b635368_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the blue bucket remain visible and unchanged under the sink throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790461"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Where is the blue bucket consistently located in the restroom?",
+          "options": [
+            "A. Under the first sink",
+            "B. Under the second sink",
+            "C. Under the third sink",
+            "D. Near the trash can"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790497"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the mirror reflect the soap dispenser and toilet stall correctly?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790510"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "Which object's reflection is seen in the mirror above the third sink?",
+          "options": [
+            "A. Soap dispenser",
+            "B. Trash can",
+            "C. Toilet stall",
+            "D. Ceiling light"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790517"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the reflection of the toilet stall remain consistent when the mirror is shown again in the final segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Temporal Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790524"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the sink area after moving away, does the reflection in the mirror update correctly?",
+          "options": [
+            "A. Yes, it reflects the current view",
+            "B. No, it shows a static image",
+            "C. It only appears in the first segment",
+            "D. It disappears entirely"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Temporal Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790531"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera return to the toilet stalls after visiting the sink area?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790538"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What happens to the visual representation of the gray toilet stalls when the camera returns to them?",
+          "options": [
+            "A. They appear smaller due to distance",
+            "B. They are partially obscured by the sink",
+            "C. They maintain their original appearance",
+            "D. They are replaced with new stalls"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790544"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are the white walls and speckled gray floor consistent when the camera returns to the stalls?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790551"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which element remains unchanged when the camera re-enters the sink area?",
+          "options": [
+            "A. Mirror placement",
+            "B. Blue bucket color",
+            "C. Trash can liner",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790557"
+        },
+        {
+          "question": "Is the blue bucket visible under the sink counter during the camera’s movement?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "12",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the blue bucket remain visible and unchanged under the sink throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790461"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Where is the blue bucket consistently located in the restroom?",
+          "options": [
+            "A. Under the first sink",
+            "B. Under the second sink",
+            "C. Under the third sink",
+            "D. Near the trash can"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790497"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the mirror reflect the soap dispenser and toilet stall correctly?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790510"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "Which object's reflection is seen in the mirror above the third sink?",
+          "options": [
+            "A. Soap dispenser",
+            "B. Trash can",
+            "C. Toilet stall",
+            "D. Ceiling light"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790517"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Does the reflection of the toilet stall remain consistent when the mirror is shown again in the final segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Temporal Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790524"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the sink area after moving away, does the reflection in the mirror update correctly?",
+          "options": [
+            "A. Yes, it reflects the current view",
+            "B. No, it shows a static image",
+            "C. It only appears in the first segment",
+            "D. It disappears entirely"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Temporal Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790531"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the camera return to the toilet stalls after visiting the sink area?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790538"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "What happens to the visual representation of the gray toilet stalls when the camera returns to them?",
+          "options": [
+            "A. They appear smaller due to distance",
+            "B. They are partially obscured by the sink",
+            "C. They maintain their original appearance",
+            "D. They are replaced with new stalls"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790544"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Are the white walls and speckled gray floor consistent when the camera returns to the stalls?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790551"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which element remains unchanged when the camera re-enters the sink area?",
+          "options": [
+            "A. Mirror placement",
+            "B. Blue bucket color",
+            "C. Trash can liner",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790557"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the reflection in the mirror above the sink show the soap dispenser when the camera is positioned near the first sink?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt explicitly states that the camera captures the reflection of a soap dispenser in the mirror above each sink, confirming that the content of the reflection matches the actual object present beside the mirror.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322780"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "Which object is reflected in the mirror above the third sink according to the prompt?",
+          "options": [
+            "A. The trash can with white liner",
+            "B. The blue bucket under the sink",
+            "C. A toilet stall",
+            "D. The ceiling light"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Segment 4 of Level 3 clearly states: 'As the camera continues its path, it captures the reflection of a toilet stall in the mirror above the third sink.' This directly confirms the correct reflected object.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322819"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Is the reflection of the toilet stall visible in the mirror when the camera moves along the sink counter?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt mentions capturing reflections including 'the reflection of a toilet stall' during the movement along the sink area, indicating that the mirror correctly reflects this distant object.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322832"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "What should be visible in the mirror's reflection when the camera is facing the sink and the blue bucket is under the second sink?",
+          "options": [
+            "A. The blue bucket itself",
+            "B. The trash can beside the sinks",
+            "C. The gray partition of a toilet stall",
+            "D. The ceiling-mounted fluorescent lights"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The blue bucket is under the sink and not directly visible in the mirror’s field of view from the camera angle. However, the prompt specifies that the reflection of a toilet stall appears in the mirror above the third sink, which aligns with what would be expected given the spatial layout. Therefore, the correct reflection content is the toilet stall, not the bucket.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322840"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "Does the mirror reflect the actual position of the soap dispenser relative to the sink?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt describes the soap dispensers as mounted beside the mirrors, and their reflections are captured accordingly. This implies correct spatial alignment between real objects and their reflections.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322847"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "When the camera returns to the sink area in the final segment, does the reflection of the toilet stall remain consistent with earlier views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt states that in the final sweep, 'the mirror above the sink reflects the toilet stall once more,' indicating that the reflection remains consistent over time despite camera movement and changes in perspective.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322857"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "In which segment is the reflection of the toilet stall first mentioned?",
+          "options": [
+            "A. Segment 2 of Level 2",
+            "B. Segment 3 of Level 3",
+            "C. Segment 4 of Level 3",
+            "D. Segment 7 of Level 3"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Segment 4 of Level 3 explicitly states: 'As the camera continues its path, it captures the reflection of a toilet stall in the mirror above the third sink.' This is the first mention of the toilet stall reflection in the detailed breakdown.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322864"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Does the reflection of the soap dispenser appear in multiple segments across different levels of the prompt?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The reflection of the soap dispenser is mentioned in both Level 1 and Level 2 (in the description of the sink area), and again in Level 3 (Segment 2). This repeated mention across levels indicates temporal consistency in the reflection memory.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322870"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "After the camera pans away from the sink area and returns later, does the mirror still reflect the same elements as before?",
+          "options": [
+            "A. No, because the environment has changed",
+            "B. Yes, the reflection remains consistent",
+            "C. Only the trash can is reflected now",
+            "D. The reflection shows the ceiling lights instead"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The final wide-angle shot reiterates the presence of the reflection of the toilet stall and soap dispenser, indicating no change in the reflected content despite time passing and camera movement. This confirms temporal consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322876"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Is the reflection of the blue bucket visible in the mirror at any point in the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt only states that the blue bucket is visible under the sink but never mentions its reflection in the mirror. Since it is located below the counter and not within the mirror’s reflective field, it should not appear in the reflection — thus maintaining logical temporal consistency by not showing an impossible reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322883"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "As the camera moves along the sink counter, does the reflection update to show different parts of the restroom based on the new viewing angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt describes the camera moving along the sink, capturing reflections of both the soap dispenser and the toilet stall at different points. This implies that the reflection dynamically updates with the camera’s position, ensuring viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322890"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "When the camera is positioned at the third sink, what should be visible in the mirror's reflection?",
+          "options": [
+            "A. The trash can and blue bucket",
+            "B. The ceiling lights and air vents",
+            "C. The gray partition of a toilet stall",
+            "D. The front of the sink counter"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "According to Segment 4 of Level 3, the reflection of a toilet stall is captured in the mirror above the third sink. Given the spatial arrangement, the mirror would reflect the opposite side of the room — the toilet stalls — making this the correct answer.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322907"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "When the camera turns back toward the toilet stalls after focusing on the sink area, does the mirror still show the reflection of the toilet stall?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt notes that during the return sweep, the mirror above the sink reflects the toilet stall again, confirming that even from a different camera orientation, the reflection remains consistent with the physical layout.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322914"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "If the camera were to move closer to the mirror, how should the reflection change?",
+          "options": [
+            "A. The reflection should shrink",
+            "B. The reflection should expand to include more of the surrounding area",
+            "C. The reflection should become blurred",
+            "D. The reflection should disappear"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera approaches the mirror, the field of view increases, allowing more of the room to be reflected. While the prompt doesn't describe such a close-up, physics dictates that proximity affects reflection scope. The prompt consistently describes reflections changing with camera movement, supporting this principle.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322921"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "Does the reflection in the mirror change appropriately as the camera moves from one sink to another?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt describes different reflections appearing at different sinks (e.g., soap dispenser at first sink, toilet stall at third sink), indicating that the reflection updates based on the camera’s position and angle relative to the mirror.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322927"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_d75f9a607ebfec618e585d62b591fbedf78d7ef3af6126c6f7d582ea03d03336"
+  },
+  {
+    "task_id": "mem_dl3dv_2e4d41a82a8240c1c0d7205462fa436385760d1cd403d78eae7ae9cb248f9584",
+    "instance_id": "mem_dl3dv_2e4d41a82a8240c1c0d7205462fa436385760d1cd403d78eae7ae9cb248f9584",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_2e4d41a82a8240c1c0d7205462fa436385760d1cd403d78eae7ae9cb248f9584.mp4",
+      "total_frames": 344,
+      "fps": 15.0,
+      "duration_sec": 22.93,
+      "reference_image_path": "inference_img/mem_dl3dv_2e4d41a82a8240c1c0d7205462fa436385760d1cd403d78eae7ae9cb248f9584_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, smooth circular pan around a modern, curved wooden reception desk with a dark blue countertop. The desk is centrally positioned under a white, circular ceiling canopy fitted with recessed lighting and security cameras. Behind the desk, a glass-walled office with light green tiled walls is visible, containing a black office chair and a computer monitor. As the camera moves clockwise, it reveals an orange wall section to the left, adjacent to a seating area with tables and chairs near large windows allowing natural light. Continuing from this view, the camera pans past two labeled trash bins — one gray for 'LANDFILL' and one blue for 'PLASTIC & METAL' — mounted on the wooden paneling beside the reception desk. An illuminated red EXIT sign is visible above a doorway in the background. The ceiling features exposed ductwork and wooden panels that add warmth to the industrial aesthetic. The floor is a dark speckled material, contrasting with the light wood of the desk and surrounding cabinetry. Finally, as the camera completes its arc, it returns to the front of the reception desk, capturing the full spatial layout: the curved desk, the glass office behind, the trash bins, the orange wall, the seating area, and the EXIT sign — all cohesively framed within the open-plan interior space."
+        ],
+        "level_2": [
+          "The video begins with a wide-angle shot slowly panning clockwise around a curved wooden reception desk with a dark blue countertop. Above it, a white circular ceiling canopy houses recessed lights and security cameras. Behind the desk, a glass-walled office with light green tiled walls contains a black office chair and monitor. To the left, an orange wall section is visible, leading toward a seating area with tables and chairs near large windows. The camera continues to reveal part of the wooden ceiling panels and exposed ductwork overhead.",
+          "Continuing from the previous segment, the camera pans further right, bringing into view two labeled trash bins — a gray 'LANDFILL' bin and a blue 'PLASTIC & METAL' bin — mounted on wooden paneling next to the reception desk. In the background, an illuminated red EXIT sign is visible above a doorway. The flooring is dark speckled, contrasting with the warm wood tones of the desk and surrounding walls. The camera movement remains smooth and steady, maintaining the circular trajectory around the central desk.",
+          "Finally, the camera completes its circular pan, returning to face the front of the curved wooden reception desk. The full spatial context is now visible: the glass-walled office behind the desk, the orange wall section to the left, the seating area with tables, the labeled trash bins, the EXIT sign above the doorway, and the combination of wooden ceiling panels and exposed industrial ductwork. The entire scene is brightly lit, with natural light streaming through windows and artificial lighting accentuating architectural details. The video ends with a stable, centered view of the reception area, emphasizing its modern, functional design."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a close-up of the curved wooden reception desk featuring a dark blue countertop. Above it, a white circular ceiling canopy with recessed lights and security cameras is visible. Behind the desk, a glass-walled office with light green tiled walls contains a black office chair and monitor. The camera begins a slow clockwise pan, revealing the left side of the desk and an orange wall section adjacent to a seating area with tables and chairs near large windows. Wooden ceiling panels and exposed ductwork are visible overhead, contributing to the industrial-modern aesthetic.",
+          "20-40%: As the camera continues its clockwise movement, more of the seating area and the edge of the curved desk come into view. The dark speckled floor contrasts with the light wood of the desk and surrounding cabinetry. The lighting remains consistent, blending natural daylight and artificial ceiling fixtures. The camera then reveals two labeled trash bins mounted on wooden paneling beside the reception desk — a gray bin labeled 'LANDFILL' and a blue bin labeled 'PLASTIC & METAL'. The bins are clearly legible and positioned for easy access.",
+          "40-60%: Continuing the circular motion, the camera pans past the trash bins, bringing into focus an illuminated red EXIT sign above a doorway in the background. The doorway leads to another corridor or room, partially visible through glass. The ceiling’s white canopy and lighting remain prominent overhead. The rear portion of the curved reception desk becomes visible again, with the glass-walled office still behind it; the black office chair and monitor reappear in frame, reinforcing the functional use of the space.",
+          "60-80%: As the camera approaches the final quarter of its rotation, the orange wall section reappears on the left, framing the seating area once more. The combination of wood, glass, and metal materials creates a cohesive, contemporary look throughout the space. The camera maintains its smooth, steady arc, capturing the interplay of architectural elements: the curved desk, glass partitions, warm wood tones, and industrial ceiling features including exposed ductwork and wooden panels.",
+          "80-100%: Finally, the camera completes its full 360-degree circular pan, returning to a centered frontal view of the curved wooden reception desk. All key elements — the blue countertop, glass-walled office, trash bins, EXIT sign, orange wall, seating area, and wooden ceiling panels — are simultaneously visible. The scene is brightly lit, with natural light streaming through windows and artificial lighting accentuating architectural details. The video ends with a stable, comprehensive overview of the modern, functional reception area."
+        ],
+        "level_4": [
+          "The video opens with a close-up of the curved wooden reception desk featuring a dark blue countertop. Above it, a white circular ceiling canopy with recessed lights and security cameras is visible. Behind the desk, a glass-walled office with light green tiled walls contains a black office chair and monitor. The camera begins a slow clockwise pan.",
+          "As the camera continues its clockwise movement, the left side of the reception desk comes into view, revealing an orange wall section adjacent to a seating area with tables and chairs near large windows. Wooden ceiling panels and exposed ductwork are visible overhead, adding texture to the industrial-modern aesthetic.",
+          "The camera pans further right, showing more of the seating area and the edge of the curved desk. The dark speckled floor contrasts with the light wood of the desk and surrounding cabinetry. The lighting remains consistent, blending natural daylight and artificial ceiling fixtures.",
+          "Continuing the circular motion, the camera reveals two labeled trash bins mounted on wooden paneling beside the reception desk — a gray bin labeled 'LANDFILL' and a blue bin labeled 'PLASTIC & METAL'. The bins are clearly legible and positioned for easy access.",
+          "The camera pans past the trash bins, bringing into focus an illuminated red EXIT sign above a doorway in the background. The doorway leads to another corridor or room, partially visible through glass. The ceiling’s white canopy and lighting remain prominent overhead.",
+          "Moving further along the arc, the camera captures the rear portion of the curved reception desk, with the glass-walled office still visible behind it. The black office chair and monitor are again in frame, reinforcing the functional use of the space.",
+          "As the camera approaches the final quarter of its rotation, the orange wall section reappears on the left, framing the seating area once more. The combination of wood, glass, and metal materials creates a cohesive, contemporary look throughout the space.",
+          "Finally, the camera completes its full 360-degree circular pan, returning to a centered frontal view of the curved wooden reception desk. All key elements — the blue countertop, glass-walled office, trash bins, EXIT sign, orange wall, seating area, and wooden ceiling panels — are simultaneously visible, concluding the video with a comprehensive overview of the modern reception area."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the EXIT sign still visible above the doorway after the camera completes its circular pan?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "d0b1288356b74cd68dc5ff1eec5d0bb7eee86b7796aad2a61b9640ed79d3be53_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree circular pan around the reception desk?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:14.198987"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which element is visible both at the beginning and end of the video?",
+          "options": [
+            "A. Trash bins",
+            "B. Seating area",
+            "C. Frontal view of the reception desk",
+            "D. EXIT sign"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:14.199022"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the glass-walled office visible multiple times during the pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:14.199034"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What should remain consistent when the orange wall reappears after being occluded?",
+          "options": [
+            "A. Its color and position",
+            "B. The number of chairs",
+            "C. The brightness of the windows",
+            "D. The presence of a logo"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:14.199041"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Are the trash bins initially occluded by the reception desk?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:14.199049"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When the trash bins are revealed again after being out of view, what must remain consistent?",
+          "options": [
+            "A. Their labels and colors",
+            "B. Their position relative to the ceiling",
+            "C. Their size compared to the desk",
+            "D. Their brand name"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:14.199055"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera show the glass-walled office from multiple angles while maintaining its correct position behind the desk?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:14.199062"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "Where should the illuminated red EXIT sign be positioned relative to the doorway?",
+          "options": [
+            "A. Above the doorway",
+            "B. To the left of the doorway",
+            "C. Below the doorway",
+            "D. On the floor near the doorway"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:14.199068"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_2e4d41a82a8240c1c0d7205462fa436385760d1cd403d78eae7ae9cb248f9584"
+  },
+  {
+    "task_id": "mem_dl3dv_3b066a86b1bddaec0252192b42a09c3c315e3dea22146dc6925eba1e1f7b569f",
+    "instance_id": "mem_dl3dv_3b066a86b1bddaec0252192b42a09c3c315e3dea22146dc6925eba1e1f7b569f",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_3b066a86b1bddaec0252192b42a09c3c315e3dea22146dc6925eba1e1f7b569f.mp4",
+      "total_frames": 304,
+      "fps": 15.0,
+      "duration_sec": 20.27,
+      "reference_image_path": "inference_img/mem_dl3dv_3b066a86b1bddaec0252192b42a09c3c315e3dea22146dc6925eba1e1f7b569f_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a low-angle nighttime shot of a large, leafy tree dominating the frame, its trunk thick and textured, rising vertically into darkness. Illuminated leaves glow in patches where ambient light catches them, creating a contrast against the deep blue night sky. In the background, faintly visible building windows emit warm yellow glows, suggesting urban residential structures behind the foliage. As the camera slowly tilts upward, it reveals more of the tree’s canopy, where streetlight glare suddenly bursts into view — a bright, overexposed flare that momentarily washes out parts of the frame, highlighting veins on the leaves and casting long shadows. Continuing from this glare, the camera pans slightly to the right, tracking the curvature of branches while maintaining focus on the interplay between shadowed bark and backlit foliage. The streetlight glare fades as the camera moves past it, revealing more illuminated leaves shimmering gently in the breeze. The tree trunk remains partially visible at the lower left edge throughout, grounding the composition. Finally, the camera completes its upward arc, showing the uppermost branches silhouetted against the night sky, with occasional glimpses of distant building windows still glowing softly in the periphery. The entire sequence maintains a slow, deliberate motion, evoking a quiet, contemplative mood under artificial illumination."
+        ],
+        "level_2": [
+          "The video starts with a low-angle nighttime shot focused on the base of a large tree, its thick trunk rising into the frame. Illuminated leaves catch the light near the top of the frame, while background building windows glow softly in the distance. The camera begins a slow upward tilt, revealing more of the tree’s canopy and the dark sky above. Streetlight glare begins to appear as a bright lens flare, partially obscuring the leaves and casting radiant streaks across the frame.",
+          "Continuing from the initial upward tilt, the camera passes through the peak of the streetlight glare, which now dominates the center of the frame with intense brightness. As the glare subsides, the camera pans slightly right, following the natural curve of the branches. Illuminated leaves reappear in detail, their edges glowing against the darker foliage. The tree trunk remains partially visible on the left side, providing visual continuity. Background building windows are intermittently visible through gaps in the leaves, maintaining the urban context.",
+          "Finally, the camera completes its upward movement, focusing on the highest branches silhouetted against the night sky. The streetlight glare has faded completely, leaving only soft ambient lighting on the remaining illuminated leaves. The tree trunk is no longer visible, replaced by the intricate network of thin branches and sparse foliage. Distant building windows continue to twinkle faintly in the background, reinforcing the serene, nocturnal urban setting. The camera holds steady for the final moments, allowing the viewer to absorb the quiet beauty of the scene."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle nighttime shot centered on a large tree’s trunk, which fills the lower third of the frame. Illuminated leaves glow softly near the top, while background building windows emit a gentle yellow light in the distance. The camera begins a slow upward tilt, initiating the journey through the canopy. Continuing the upward tilt, the camera reveals more of the tree’s dense foliage; illuminated leaves become more prominent, catching stray light from an unseen source. The background building windows remain visible but slightly obscured by branches, and the tree trunk continues to anchor the left side of the frame.",
+          "20-40%: The camera ascends further, bringing the upper canopy into view. A sudden burst of streetlight glare appears in the upper right, washing out part of the frame with intense white light; leaves near the glare shimmer with high contrast, their veins and edges sharply defined. The streetlight glare reaches its peak intensity, dominating the center of the frame and temporarily obscuring details of the leaves. The tree trunk is still partially visible on the lower left, and background building windows flicker briefly through gaps in the foliage, maintaining spatial context.",
+          "40-60%: As the camera moves past the glare, the brightness diminishes, revealing detailed illuminated leaves once again. The camera begins a subtle pan to the right, following the curve of a major branch; the tree trunk recedes slightly from view but remains present at the edge. The pan continues, shifting focus toward the right side of the canopy. Illuminated leaves dance gently in the breeze, their textures and shapes clearly visible under ambient lighting. Background building windows peek through the gaps, reinforcing the urban environment.",
+          "60-80%: The camera completes its upward arc, now focusing on the highest branches; the tree trunk is no longer visible, replaced by thin, silhouetted limbs against the dark sky. Illuminated leaves are sparse but still present, glowing softly in pockets of light. The streetlight glare has vanished entirely. The scene transitions to a more elevated perspective where the intricate network of thin branches and sparse foliage dominates the frame, with distant building windows continuing to twinkle faintly in the background.",
+          "80-100%: Finally, the camera holds steady on the uppermost branches, silhouetted against the night sky. Faint background building windows remain visible in the distance, twinkling subtly. The scene is calm and still, concluding the slow, immersive journey through the illuminated tree canopy under urban night lighting. The entire sequence maintains a deliberate, quiet mood, with the final moments emphasizing the serene nocturnal urban setting."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle nighttime shot centered on a large tree’s trunk, which fills the lower third of the frame. Illuminated leaves glow softly near the top, while background building windows emit a gentle yellow light in the distance. The camera begins a slow upward tilt, initiating the journey through the canopy.",
+          "Part 2/8: Continuing the upward tilt, the camera reveals more of the tree’s dense foliage. Illuminated leaves become more prominent, catching stray light from an unseen source. The background building windows remain visible but slightly obscured by branches. The tree trunk continues to anchor the left side of the frame.",
+          "Part 3/8: The camera ascends further, bringing the upper canopy into view. A sudden burst of streetlight glare appears in the upper right, washing out part of the frame with intense white light. Leaves near the glare shimmer with high contrast, their veins and edges sharply defined.",
+          "Part 4/8: The streetlight glare reaches its peak intensity, dominating the center of the frame and temporarily obscuring details of the leaves. The tree trunk is still partially visible on the lower left. Background building windows flicker briefly through gaps in the foliage, maintaining spatial context.",
+          "Part 5/8: As the camera moves past the glare, the brightness diminishes, revealing detailed illuminated leaves once again. The camera begins a subtle pan to the right, following the curve of a major branch. The tree trunk recedes slightly from view but remains present at the edge.",
+          "Part 6/8: The pan continues, shifting focus toward the right side of the canopy. Illuminated leaves dance gently in the breeze, their textures and shapes clearly visible under ambient lighting. Background building windows peek through the gaps, reinforcing the urban environment.",
+          "Part 7/8: The camera completes its upward arc, now focusing on the highest branches. The tree trunk is no longer visible, replaced by thin, silhouetted limbs against the dark sky. Illuminated leaves are sparse but still present, glowing softly in pockets of light. The streetlight glare has vanished entirely.",
+          "Part 8/8: Finally, the camera holds steady on the uppermost branches, silhouetted against the night sky. Faint background building windows remain visible in the distance, twinkling subtly. The scene is calm and still, concluding the slow, immersive journey through the illuminated tree canopy under urban night lighting."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Does the tree trunk reappear in the lower portion of the frame after the camera tilts back down?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "bd6f197e76c8eb45bd408b50fee51763b2d0880c38df051fdb2b15c2996efe77_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the tree trunk remain visible throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:56.878472"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "What happens to the tree trunk as the camera moves upward?",
+          "options": [
+            "A. It grows larger",
+            "B. It remains fully visible",
+            "C. It gradually disappears from view",
+            "D. It reappears later"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:56.878504"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Do the branches maintain consistent curvature across the camera movement?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:56.878516"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "How does the tree’s structure change as the camera ascends?",
+          "options": [
+            "A. From thick trunk to thin branches",
+            "B. From sparse leaves to dense canopy",
+            "C. From dark to brightly lit",
+            "D. From vertical to horizontal"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:56.878523"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Are leaf veins visible before and after the streetlight glare?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:56.878530"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which detail is emphasized in the prompt as important for visual consistency?",
+          "options": [
+            "A. Color of the sky",
+            "B. Veins on leaves",
+            "C. Shape of buildings",
+            "D. Camera speed"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:56.878537"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera move vertically upward throughout the sequence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:56.878545"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What kind of camera motion is primarily used?",
+          "options": [
+            "A. Horizontal pan only",
+            "B. Upward tilt and slight pan",
+            "C. Zoom in and out",
+            "D. Circular orbit"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:56.878551"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Do building windows reappear in the same positions after being occluded?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:56.878558"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "How are background building windows described when visible?",
+          "options": [
+            "A. Bright and uniform",
+            "B. Faintly glowing and intermittent",
+            "C. Completely hidden",
+            "D. Moving"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:56.878564"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_3b066a86b1bddaec0252192b42a09c3c315e3dea22146dc6925eba1e1f7b569f"
+  },
+  {
+    "task_id": "mem_dl3dv_8682dff2416536005d41c7d6b54cb77f517de695bcf25314f5ce43023a224188",
+    "instance_id": "mem_dl3dv_8682dff2416536005d41c7d6b54cb77f517de695bcf25314f5ce43023a224188",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_8682dff2416536005d41c7d6b54cb77f517de695bcf25314f5ce43023a224188.mp4",
+      "total_frames": 368,
+      "fps": 15.0,
+      "duration_sec": 24.53,
+      "reference_image_path": "inference_img/mem_dl3dv_8682dff2416536005d41c7d6b54cb77f517de695bcf25314f5ce43023a224188_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, low-to-the-ground shot of a cozy living room. The camera slowly orbits clockwise around an office chair in the center of the room, which is piled high with pillows and a blanket. The chair has a black mesh back and silver base with wheels. On top of the chair sits a white pillow with red stitching and a sunflower design, then a patterned pillow with multicolored circles, and finally a light blue-gray blanket draped over everything. To the left, a large flat-screen TV on a black stand displays a vibrant cityscape with green trees and skyscrapers. Behind the TV, sheer curtains frame a window. The floor is covered in beige carpeting. As the camera continues its orbit, it reveals a yellow leather sofa against the right wall, adorned with a patterned throw pillow. Further around, another matching yellow leather armchair is visible near a small side table. The walls are decorated with framed pictures and a round wall clock. A tall floor lamp stands near the corner, casting soft ambient light. The camera moves closer to the chair, tilting up to show the texture of the blanket and the layered pillows. Then it dips down for a close-up of the chair’s wheeled base rolling slightly on the carpet, revealing a label on the underside of the seat. Finally, the camera pulls back slightly as the chair rotates gently on its own, completing the full 360-degree view while maintaining focus on the stacked pillows and blanket, with all mandatory landmarks — TV on black stand, yellow leather sofa, TV displaying cityscape, black TV stand, carpeted floor, office chair with stacked pillows, wall-mounted pictures, yellow sofa with patterned pillow, floor lamp, office chair with pillows and blanket — clearly visible throughout."
+        ],
+        "level_2": [
+          "The video opens with a low-angle, wide shot of a living room. The camera begins a slow clockwise orbit around an office chair piled with pillows and a blanket. The chair features a black mesh back and silver five-wheel base. In the background, a large TV on a black stand displays a cityscape with greenery and buildings. To the right, a yellow leather sofa with a patterned pillow is visible. The floor is beige carpet. Wall-mounted pictures line the back wall, and a floor lamp emits warm light. The camera movement reveals more of the room’s layout, including a second yellow armchair and a side table. The scene remains static except for the gentle rotation of the camera around the central chair.",
+          "Continuing from the previous segment, the camera completes its first half-orbit around the office chair. It now focuses more closely on the stacked pillows — one with a sunflower design, another with geometric circles — and the light blue-gray blanket draped over them. The TV still shows the cityscape, and the black TV stand remains visible. The yellow leather sofa appears again, this time from a different angle, emphasizing its texture and the patterned pillow resting on it. The camera tilts downward briefly, capturing the chair’s wheels on the carpet and a glimpse of a label under the seat. The ambient lighting from the floor lamp enhances the cozy atmosphere. The camera maintains smooth motion, preparing to complete the full circle.",
+          "Finally, the camera finishes its 360-degree orbit around the office chair, now showing the rear and side views once more. The blanket and pillows remain undisturbed atop the chair, which subtly rotates on its own. The TV continues to display the cityscape, framed by sheer curtains. The yellow leather sofa and matching armchair are both fully visible, along with the wall-mounted pictures and floor lamp. The beige carpet covers the entire floor, and the black TV stand anchors the left side of the frame. The camera lingers on a final close-up of the chair’s base before pulling back slightly to capture the entire scene in one cohesive, tranquil shot, ensuring all mandatory landmarks are present and clearly depicted."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle, wide shot centered on an office chair piled with pillows and a blanket. The chair has a black mesh back and silver five-wheel base. To the left, a large flat-screen TV on a black stand displays a vibrant cityscape with green trees and skyscrapers. The floor is beige carpet. The camera begins a slow clockwise orbit around the chair, revealing part of a yellow leather sofa to the right with a patterned pillow, wall-mounted pictures behind it, and sheer curtains framing a window behind the TV.",
+          "20-40%: Continuing the orbit, the camera reveals a second yellow leather armchair near a small side table and a tall floor lamp casting soft ambient light in the corner. The beige carpet extends across the entire floor. The office chair remains piled with pillows — one white with red stitching and a sunflower design, another with multicolored circular patterns — and a light blue-gray blanket draped over them. The TV continues to display the cityscape, and the black TV stand remains visible on the left.",
+          "40-60%: Now halfway through the orbit, the camera focuses more closely on the stacked pillows and blanket, tilting upward to show texture details, then dips down for a close-up of the chair’s wheeled base rolling slightly on the carpet. A label is visible on the underside of the seat. The yellow leather sofa and patterned pillow reappear in the background, and the ambient lighting from the floor lamp enhances the cozy atmosphere. The camera maintains smooth motion, preparing to complete the circle.",
+          "60-80%: As the camera continues its clockwise orbit, it captures the rear and side views of the office chair, still laden with pillows and blanket, while the TV screen (displaying the cityscape) comes into view again. Wall-mounted pictures and the floor lamp are visible in the background. The yellow leather sofa and matching armchair are both fully visible, reinforcing the room’s layout and lived-in feel. The camera smoothly transitions toward the final quarter of the orbit.",
+          "80-100%: Finally, the camera completes its 360-degree orbit, returning to a position similar to the start but with a slight upward tilt. The office chair subtly rotates on its own, still piled with pillows and blanket. All mandatory landmarks — TV on black stand, yellow leather sofa with patterned pillow, TV displaying cityscape, black TV stand, beige carpeted floor, office chair with stacked pillows and blanket, wall-mounted pictures, floor lamp, and second yellow armchair — are clearly visible in the final tranquil composition."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle, wide shot centered on an office chair piled with pillows and a blanket. The chair has a black mesh back and silver base with wheels. To the left, a large TV on a black stand displays a cityscape. The floor is beige carpet. The camera begins a slow clockwise orbit around the chair.",
+          "Part 2/8: Continuing the orbit, the camera reveals a yellow leather sofa to the right, adorned with a patterned pillow. Wall-mounted pictures are visible behind the sofa. The TV still shows the cityscape. The camera movement is smooth, maintaining focus on the central chair while gradually exposing more of the room’s layout.",
+          "Part 3/8: The camera moves further around, showing a second yellow leather armchair near a side table. A floor lamp casts soft light in the corner. The beige carpet extends across the entire floor. The office chair remains piled with pillows and a blanket, and the TV continues to display the cityscape on its black stand.",
+          "Part 4/8: Now halfway through the orbit, the camera focuses more closely on the stacked pillows — one with a sunflower motif, another with circular patterns — and the light blue-gray blanket. The TV and black stand remain visible in the background. The camera tilts slightly downward, revealing the chair’s wheels on the carpet.",
+          "Part 5/8: The camera dips lower for a close-up of the chair’s base, showing the silver five-wheel mechanism rolling slightly on the beige carpet. A label is visible on the underside of the seat. The yellow leather sofa and patterned pillow reappear in the background as the camera begins to pull back slightly.",
+          "Part 6/8: As the camera continues its clockwise orbit, it captures the rear view of the office chair, still laden with pillows and blanket. The TV screen, displaying the cityscape, comes into view again. The wall-mounted pictures and floor lamp are visible in the background, reinforcing the cozy, lived-in atmosphere of the room.",
+          "Part 7/8: The camera moves toward the final quarter of the orbit, bringing the yellow leather sofa and patterned pillow back into prominence. The black TV stand and cityscape remain steady in the frame. The camera smoothly transitions, preparing to complete the full 360-degree view while keeping all elements in harmony.",
+          "Part 8/8: Finally, the camera completes its orbit, returning to a position similar to the start but with a slight upward tilt. The office chair, still piled with pillows and blanket, subtly rotates on its own. All mandatory landmarks — TV on black stand, yellow leather sofa, TV displaying cityscape, black TV stand, carpeted floor, office chair with stacked pillows, wall-mounted pictures, yellow sofa with patterned pillow, floor lamp, office chair with pillows and blanket — are clearly visible in the final tranquil composition."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the TV displaying a cityscape still visible on the left side when the camera returns to its initial position?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "9df3f288593781fb48d3a9c18c009e606ee33d0deef908fe27802147f3abb8f5_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Is the office chair with stacked pillows consistently present as a central object during the camera’s movement?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "9df3f288593781fb48d3a9c18c009e606ee33d0deef908fe27802147f3abb8f5_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the white pillow with red stitching and sunflower design remain visible and unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:30:56.634583"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which object is consistently described as having a label on the underside of the seat?",
+          "options": [
+            "A. The yellow leather sofa",
+            "B. The office chair",
+            "C. The TV stand",
+            "D. The floor lamp"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:30:56.634618"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the office chair maintain its five-wheel base structure throughout the camera’s orbit?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:30:56.634630"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "What type of base does the office chair have?",
+          "options": [
+            "A. Four-wheel plastic base",
+            "B. Five-wheel silver base",
+            "C. Fixed wooden base",
+            "D. Two-wheel caster base"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:30:56.634637"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Is the patterned pillow with multicolored circles visible in multiple segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:30:56.634644"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "Which material is described for the sofa?",
+          "options": [
+            "A. Fabric",
+            "B. Velvet",
+            "C. Leather",
+            "D. Wool"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:30:56.634651"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree orbit around the office chair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:30:56.634658"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "What happens to the camera’s perspective at the end of the video?",
+          "options": [
+            "A. It zooms in on the TV",
+            "B. It pulls back slightly with a slight upward tilt",
+            "C. It moves downward",
+            "D. It stops abruptly"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:30:56.634665"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the yellow leather sofa reappear after being partially occluded during the orbit?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:30:56.634673"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "Which landmark is mentioned as being visible in both early and late segments?",
+          "options": [
+            "A. Red rug",
+            "B. Blue bookshelf",
+            "C. Wall-mounted pictures",
+            "D. Window blinds"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:30:56.634680"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_8682dff2416536005d41c7d6b54cb77f517de695bcf25314f5ce43023a224188"
+  },
+  {
+    "task_id": "mem_dl3dv_124fd335d679c1328e7c0cd80ce486d8a62c20afae2b6470c275310b682b8093",
+    "instance_id": "mem_dl3dv_124fd335d679c1328e7c0cd80ce486d8a62c20afae2b6470c275310b682b8093",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_124fd335d679c1328e7c0cd80ce486d8a62c20afae2b6470c275310b682b8093.mp4",
+      "total_frames": 354,
+      "fps": 15.0,
+      "duration_sec": 23.6,
+      "reference_image_path": "inference_img/mem_dl3dv_124fd335d679c1328e7c0cd80ce486d8a62c20afae2b6470c275310b682b8093_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of a vibrant, abstract sculpture composed of three stylized human figures — one orange, one yellow, and one blue — mounted on a reflective black circular base. The camera slowly pans clockwise around the sculpture, revealing its glossy, smooth surfaces catching sunlight. In the background, a modern glass building with large windows reflects the surrounding urban environment, including distant skyscrapers under a clear blue sky. Metal barricades line the perimeter of the sculpture’s plaza, separating pedestrians from the artwork. As the camera continues circling, the orange figure appears in dynamic motion, arms outstretched, while the yellow figure leans forward as if mid-stride, and the blue figure stands tall with arms raised triumphantly. The camera tilts up slightly to capture the full height of the sculpture against the cityscape, then tilts down to emphasize the reflective black base mirroring the colorful forms above. Continuing from this perspective, the camera moves behind the sculpture, offering views of the interplay between the figures’ poses and the surrounding architecture — including glimpses of street signs, passing cars, and pedestrians walking near the metal barricades. The modern glass building remains visible throughout, its facade occasionally reflecting the sculpture itself. Finally, the camera completes its orbit, returning to the initial frontal angle but now capturing more detail: the texture of the painted metal, the slight imperfections on the base, and the shadows cast by each figure. The video ends with a slow zoom-in on the blue figure’s raised arms, framed by the glass building and city skyline beyond."
+        ],
+        "level_2": [
+          "The video opens with a wide shot of a colorful abstract sculpture featuring three stylized human figures — orange, yellow, and blue — standing atop a reflective black circular base. The camera begins a slow clockwise pan around the sculpture, revealing its glossy finish and dynamic poses. In the background, a modern glass building with expansive windows reflects the bright blue sky and nearby high-rises. Metal barricades enclose the sculpture’s plaza, creating a defined public space. The orange figure is positioned frontally, arms extended, while the yellow and blue figures flank it, appearing to interact through their angled limbs. The camera movement is smooth, maintaining focus on the sculpture while subtly showcasing the urban context — including trees, sidewalks, and distant traffic.",
+          "Continuing from the initial orbit, the camera now reveals the rear and side profiles of the sculpture. The yellow figure leans forward dynamically, its elongated limbs suggesting motion, while the blue figure stands upright with arms raised high, dominating the vertical axis. The reflective black base mirrors the vivid colors and shapes above, enhancing the visual depth. As the camera pans further, the modern glass building remains prominent in the background, its surface reflecting the sculpture and surrounding cityscape. Metal barricades are consistently visible along the edges of the plaza, reinforcing the sculpture’s placement within a controlled public area. Pedestrians briefly pass by in the distance, adding subtle life to the scene without distracting from the central artwork.",
+          "Finally, the camera completes its 360-degree journey around the sculpture, returning to a frontal viewpoint but now with tighter framing and greater detail. The orange figure’s bold curves and outstretched posture are emphasized, while the blue and yellow figures frame it symmetrically. The reflective black base catches the light and reflections of the figures, creating a layered visual effect. The modern glass building looms behind, its clean lines contrasting with the organic forms of the sculpture. Metal barricades remain visible at the periphery, grounding the scene in an urban plaza setting. The camera slowly zooms in on the blue figure’s raised arms, capturing the interplay of color, form, and reflection before fading out with the sculpture centered against the city skyline."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle shot of a colorful abstract sculpture featuring three stylized human figures — orange, yellow, and blue — mounted on a reflective black circular base. The camera begins a slow clockwise pan, revealing the glossy surfaces of the figures under bright daylight. Behind them, a modern glass building with large windows reflects the surrounding cityscape. Metal barricades line the edge of the plaza, defining the sculpture’s space. Continuing the clockwise pan, the camera focuses on the orange figure’s dynamic pose — arms outstretched, legs bent — while the yellow figure appears to lean forward beside it. The reflective black base mirrors the vivid colors above. In the background, the modern glass building remains visible, its facade catching glints of sunlight. Metal barricades continue to frame the scene, separating the sculpture from pedestrian walkways.",
+          "20-40%: The camera now reveals the side profile of the sculpture, emphasizing the blue figure’s towering stance with arms raised high. The yellow figure’s elongated limbs create a sense of motion, interacting visually with the orange figure. The reflective black base enhances depth by mirroring the forms. The modern glass building still dominates the backdrop, reflecting the sculpture and distant skyscrapers. Metal barricades remain visible along the plaza’s perimeter. As the camera continues its orbit, the rear view of the sculpture comes into focus. The blue figure’s back is now visible, its arms still raised, while the orange and yellow figures appear intertwined from this angle. The reflective black base captures distorted reflections of the figures and the sky. The modern glass building remains a constant presence, its windows reflecting the urban environment. Metal barricades are still present, guiding pedestrian flow around the artwork.",
+          "40-60%: The camera now pans past the sculpture’s left flank, offering a new perspective where the yellow figure appears to stride forward, its limbs extending dramatically. The orange figure’s curved torso contrasts with the blue figure’s verticality. The reflective black base continues to mirror the scene. In the background, the modern glass building reflects both the sculpture and the bustling city beyond. Metal barricades remain visible, reinforcing the sculpture’s public placement. Continuing the clockwise movement, the camera captures the sculpture from a three-quarter rear angle. The blue figure’s raised arms dominate the upper frame, while the orange and yellow figures appear to support or react to its posture. The reflective black base catches the shifting light and colors. The modern glass building is still visible behind, its reflective surface adding layers to the composition. Metal barricades line the edge of the plaza, subtly guiding viewer attention toward the sculpture.",
+          "60-80%: The camera now approaches the front again, but from a slightly lower angle, emphasizing the sculpture’s scale and the glossy textures of the orange, yellow, and blue figures. The reflective black base mirrors their forms with crisp clarity. The modern glass building frames the scene behind, its clean lines contrasting with the organic shapes of the sculpture. Metal barricades are still visible at the edges, maintaining spatial boundaries around the artwork. The orange figure appears in dynamic motion, arms outstretched, while the yellow figure leans forward as if mid-stride, and the blue figure stands tall with arms raised triumphantly. The camera tilts up slightly to capture the full height of the sculpture against the cityscape, then tilts down to emphasize the reflective black base mirroring the colorful forms above.",
+          "80-100%: Finally, the camera settles into a frontal close-up, focusing on the blue figure’s raised arms and the interplay between all three figures. The reflective black base mirrors their vibrant colors and dynamic poses. The modern glass building looms behind, reflecting the sculpture and the city skyline. Metal barricades remain visible at the periphery. The camera slowly zooms in on the blue figure’s silhouette against the glass facade, ending the video with a tight, detailed shot that emphasizes color, form, and reflection. The video ends with a slow zoom-in on the blue figure’s raised arms, framed by the glass building and city skyline beyond."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle shot of a colorful abstract sculpture featuring three stylized human figures — orange, yellow, and blue — mounted on a reflective black circular base. The camera begins a slow clockwise pan, revealing the glossy surfaces of the figures under bright daylight. Behind them, a modern glass building with large windows reflects the surrounding cityscape. Metal barricades line the edge of the plaza, defining the sculpture’s space.",
+          "Part 2/8: Continuing the clockwise pan, the camera focuses on the orange figure’s dynamic pose — arms outstretched, legs bent — while the yellow figure appears to lean forward beside it. The reflective black base mirrors the vivid colors above. In the background, the modern glass building remains visible, its facade catching glints of sunlight. Metal barricades continue to frame the scene, separating the sculpture from pedestrian walkways.",
+          "Part 3/8: The camera now reveals the side profile of the sculpture, emphasizing the blue figure’s towering stance with arms raised high. The yellow figure’s elongated limbs create a sense of motion, interacting visually with the orange figure. The reflective black base enhances depth by mirroring the forms. The modern glass building still dominates the backdrop, reflecting the sculpture and distant skyscrapers. Metal barricades remain visible along the plaza’s perimeter.",
+          "Part 4/8: As the camera continues its orbit, the rear view of the sculpture comes into focus. The blue figure’s back is now visible, its arms still raised, while the orange and yellow figures appear intertwined from this angle. The reflective black base captures distorted reflections of the figures and the sky. The modern glass building remains a constant presence, its windows reflecting the urban environment. Metal barricades are still present, guiding pedestrian flow around the artwork.",
+          "Part 5/8: The camera now pans past the sculpture’s left flank, offering a new perspective where the yellow figure appears to stride forward, its limbs extending dramatically. The orange figure’s curved torso contrasts with the blue figure’s verticality. The reflective black base continues to mirror the scene. In the background, the modern glass building reflects both the sculpture and the bustling city beyond. Metal barricades remain visible, reinforcing the sculpture’s public placement.",
+          "Part 6/8: Continuing the clockwise movement, the camera captures the sculpture from a three-quarter rear angle. The blue figure’s raised arms dominate the upper frame, while the orange and yellow figures appear to support or react to its posture. The reflective black base catches the shifting light and colors. The modern glass building is still visible behind, its reflective surface adding layers to the composition. Metal barricades line the edge of the plaza, subtly guiding viewer attention toward the sculpture.",
+          "Part 7/8: The camera now approaches the front again, but from a slightly lower angle, emphasizing the sculpture’s scale and the glossy textures of the orange, yellow, and blue figures. The reflective black base mirrors their forms with crisp clarity. The modern glass building frames the scene behind, its clean lines contrasting with the organic shapes of the sculpture. Metal barricades are still visible at the edges, maintaining spatial boundaries around the artwork.",
+          "Part 8/8: Finally, the camera settles into a frontal close-up, focusing on the blue figure’s raised arms and the interplay between all three figures. The reflective black base mirrors their vibrant colors and dynamic poses. The modern glass building looms behind, reflecting the sculpture and the city skyline. Metal barricades remain visible at the periphery. The camera slowly zooms in on the blue figure’s silhouette against the glass facade, ending the video with a tight, detailed shot that emphasizes color, form, and reflection."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Does the orange figure reappear in a similar orientation relative to the modern glass building after the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "d77580a7d20c338a9c9edd0b9a7d1acb8b32c98573d7066c47d3dc3aab0efdb8_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the orange figure maintain its color and position throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847319"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which figure is described as having arms raised triumphantly?",
+          "options": [
+            "A. Orange figure",
+            "B. Yellow figure",
+            "C. Blue figure",
+            "D. All three figures"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847360"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the blue figure's pose remain upright with arms raised throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847372"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "How is the yellow figure described in Segment 2?",
+          "options": [
+            "A. Standing still",
+            "B. Leaning forward dynamically",
+            "C. Sitting down",
+            "D. Facing backward"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847379"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Are surface textures like glossiness and paint finish described as consistent across the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847387"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "What detail is added in the final segment about the sculpture’s surface?",
+          "options": [
+            "A. Rough texture",
+            "B. Slight imperfections on the base",
+            "C. Metallic sheen only",
+            "D. Matte finish"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847393"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree orbit around the sculpture?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847401"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "At which point does the camera return to the initial frontal view?",
+          "options": [
+            "A. After Segment 4",
+            "B. After Segment 6",
+            "C. At the end of Segment 8",
+            "D. Midway through Segment 5"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847407"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the reflective black base mirror the sculpture’s colors and shapes?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847414"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "What is reflected in the modern glass building’s windows?",
+          "options": [
+            "A. Only the sky",
+            "B. The sculpture and surrounding cityscape",
+            "C. The camera operator",
+            "D. Trees and sidewalks only"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847422"
+        },
+        {
+          "question": "Does the orange figure reappear in a similar orientation relative to the modern glass building after the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "12",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the orange figure maintain its color and position throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847319"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Which figure is described as having arms raised triumphantly?",
+          "options": [
+            "A. Orange figure",
+            "B. Yellow figure",
+            "C. Blue figure",
+            "D. All three figures"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847360"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the blue figure's pose remain upright with arms raised throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847372"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "How is the yellow figure described in Segment 2?",
+          "options": [
+            "A. Standing still",
+            "B. Leaning forward dynamically",
+            "C. Sitting down",
+            "D. Facing backward"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847379"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Are surface textures like glossiness and paint finish described as consistent across the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847387"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "What detail is added in the final segment about the sculpture’s surface?",
+          "options": [
+            "A. Rough texture",
+            "B. Slight imperfections on the base",
+            "C. Metallic sheen only",
+            "D. Matte finish"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847393"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree orbit around the sculpture?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847401"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "At which point does the camera return to the initial frontal view?",
+          "options": [
+            "A. After Segment 4",
+            "B. After Segment 6",
+            "C. At the end of Segment 8",
+            "D. Midway through Segment 5"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847407"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the reflective black base mirror the sculpture’s colors and shapes?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847414"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "What is reflected in the modern glass building’s windows?",
+          "options": [
+            "A. Only the sky",
+            "B. The sculpture and surrounding cityscape",
+            "C. The camera operator",
+            "D. Trees and sidewalks only"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847422"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the reflective black base show a mirror image of the orange, yellow, and blue figures when viewed from the front?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt explicitly states that the camera tilts down to emphasize the reflective black base mirroring the colorful forms above, confirming that the reflection includes all three figures.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.516887"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "Which objects should be visible in the reflection of the black base when the camera is at the rear of the sculpture?",
+          "options": [
+            "A. The orange figure's back and the glass building",
+            "B. The blue figure's raised arms and the sky",
+            "C. The yellow figure’s forward-leaning pose and the surrounding cityscape",
+            "D. All three figures and parts of the glass building"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The reflective base mirrors the scene above it. At the rear view (Segment 4), all three figures are visible from that angle, and the glass building reflects the cityscape; thus, their reflections should appear on the base.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.516921"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Does the modern glass building reflect the sculpture when the camera is positioned on the side of the plaza?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt mentions that the glass building's facade occasionally reflects the sculpture itself, indicating that the sculpture appears in the glass reflections during the pan.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.516931"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "What should be reflected in the glass building’s windows when the camera is directly behind the sculpture?",
+          "options": [
+            "A. Only the sky and distant skyscrapers",
+            "B. The full silhouette of the sculpture and the plaza",
+            "C. The metal barricades and pedestrians",
+            "D. The orange figure’s outstretched arms and the blue figure’s raised hands"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "From the rear perspective (Segments 4–6), the sculpture is centered in the frame, so its full form would be visible in the reflective surface of the glass building. The prompt confirms the building reflects both the sculpture and the urban environment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.516939"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "Is the reflection of the blue figure’s raised arms visible in the black base when the camera zooms in on them?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "In Segment 8, the camera focuses on the blue figure’s raised arms while the reflective base is still present. Since the base mirrors the forms above, the arms’ reflection should be visible.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.516945"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "When the camera returns to the initial frontal angle in Segment 3 (Level 2) or Segment 7/8 (Level 3), does the reflection in the black base remain consistent with earlier views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt describes returning to the initial frontal angle with more detail but no mention of environmental changes. Therefore, the reflection should remain consistent with earlier frames, showing the same mirrored figures.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.516956"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "If the camera revisits the same position after a full orbit, how should the reflection in the glass building change?",
+          "options": [
+            "A. It should show the same cityscape as before",
+            "B. It should now include pedestrians who were not there earlier",
+            "C. It should reflect the sculpture from a different angle",
+            "D. It should disappear due to lighting changes"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt describes a consistent urban environment throughout. Unless stated otherwise, the reflection in the glass building should remain unchanged if the camera returns to the same position and time of day.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.516968"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Does the reflection in the glass building update when the camera moves from one side of the sculpture to the other?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "As the camera pans around the sculpture, the relative position between the sculpture and the glass building changes. This alters what part of the sculpture is visible in the glass reflection, so the reflection must update accordingly.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.516976"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "When the camera completes its orbit and returns to the starting point, which reflection should be present in the black base?",
+          "options": [
+            "A. A distorted version of the figures due to motion blur",
+            "B. The same clear reflection of the three figures as at the beginning",
+            "C. Only the blue figure, since it dominates the final shot",
+            "D. The reflection of the sky only"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt indicates that the camera returns to the initial frontal angle with greater detail, but the environment remains stable. Thus, the reflection should match the original state, maintaining content consistency over time.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.516983"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Is the reflection of the yellow figure leaning forward visible in the glass building during Segment 2?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "During Segment 2, the yellow figure is described as leaning forward, and the glass building remains prominent. Since the building reflects the sculpture, this dynamic pose should be visible in the reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.516990"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "As the camera moves from the front to the rear of the sculpture, does the reflection in the black base shift to show the back of the figures?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The base reflects whatever is above it. As the camera moves around, the orientation of the figures changes relative to the base, so the reflection should update to show their rear profiles.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.516998"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "When the camera is on the left flank of the sculpture (Segment 5), what should the reflection in the glass building show?",
+          "options": [
+            "A. The right side of the sculpture and the skyline",
+            "B. The left side of the sculpture and the passing cars",
+            "C. The entire sculpture from a frontal angle",
+            "D. Only the orange figure"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "At the left flank, the camera captures the yellow figure striding forward. The glass building, being in the background, would reflect the left side of the sculpture and nearby elements like traffic, consistent with viewpoint geometry.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.517004"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "Does the reflection in the black base change when the camera tilts down from the top of the sculpture?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt specifies that the camera tilts down to emphasize the base’s reflection. This change in angle allows the viewer to see the reflection clearly, meaning the reflection must become visible and correctly oriented.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.517016"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "From a low-angle shot (Segment 1), what should the reflective black base show?",
+          "options": [
+            "A. The underside of the figures",
+            "B. The sky and the tops of the figures",
+            "C. The full forms of the figures and the ground",
+            "D. The legs of the figures and the sidewalk"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "A low-angle shot positions the camera near the base. The reflection should therefore show the lower portions of the figures and the surrounding pavement, consistent with the viewing angle.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.517023"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "When the camera zooms in on the blue figure’s arms, does the reflection in the base also focus on those arms?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The reflection in the base mirrors the scene above. When the camera zooms in on the blue figure’s arms, the base should reflect that same area, showing a close-up of the arms' reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.517029"
+          }
+        },
+        {
+          "question_id": "38",
+          "type": "multiple_choice",
+          "question": "How should the reflection in the glass building change as the camera moves past the sculpture’s left flank?",
+          "options": [
+            "A. It should show the sculpture from the same angle as before",
+            "B. It should reflect the sculpture from a new perspective, including the yellow figure’s stride",
+            "C. It should only reflect the sky",
+            "D. It should show a blurred image due to motion"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera moves past the left flank, the relative angle between the sculpture and the glass building shifts, so the reflection should update to show the current side view, including the yellow figure’s forward motion.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.517036"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_124fd335d679c1328e7c0cd80ce486d8a62c20afae2b6470c275310b682b8093"
+  },
+  {
+    "task_id": "mem_mipnerf360_a8f137cd302ac277409b1dcd26e4c8a03d8600bc4f6a80af40c71a5a980a98c5_object",
+    "instance_id": "mem_mipnerf360_a8f137cd302ac277409b1dcd26e4c8a03d8600bc4f6a80af40c71a5a980a98c5",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_mipnerf360_a8f137cd302ac277409b1dcd26e4c8a03d8600bc4f6a80af40c71a5a980a98c5.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A pink and white bonsai tree with a dark wooden base sits on a purple knitted cloth-covered table in a room with a red bicycle and a keyboard in the background."
+        ],
+        "level_2": [
+          "A pink and white bonsai tree is centered on a purple knitted cloth-covered table, with a red bicycle partially visible to the left and a keyboard in the background.",
+          "The scene shifts to show more of the room, revealing a window with natural light, a desk with a computer monitor, and a patterned rug beneath the table.",
+          "The camera moves closer to the bonsai tree, highlighting its intricate branches and vibrant flowers, while the background includes a cardboard box and a door."
+        ],
+        "level_3": [
+          "A pink and white bonsai tree with a dark wooden base is placed on a purple knitted cloth-covered table, with a red bicycle leaning against the wall to the left and a keyboard on a stand behind it.",
+          "The camera pans slightly to the right, showing a window with daylight streaming in, a desk with a computer monitor, and a patterned rug on the wooden floor.",
+          "The view shifts to focus more on the bonsai tree, capturing its detailed branches and blossoms, with a cardboard box and a white door visible in the background.",
+          "The camera angle changes to a lower perspective, emphasizing the texture of the purple cloth and the wooden base of the bonsai tree, with the red bicycle wheel in the foreground.",
+          "The final shot shows the bonsai tree from a slightly elevated angle, with the red bicycle fully visible in the background, resting against the wall, and a few magazines lying on the wooden floor nearby."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the bonsai tree retain its color throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the shape of the bonsai tree consistent across different frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the bonsai tree maintain its position on the table?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Are there any instances where the bonsai tree appears to be a different object?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the bonsai tree's identity change due to camera movement or reflections?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "mipnerf360_retry",
+    "category": "spatial_object",
+    "subcategory": "mipnerf360",
+    "source_task": "0320",
+    "original_task_id": "mem_mipnerf360_a8f137cd302ac277409b1dcd26e4c8a03d8600bc4f6a80af40c71a5a980a98c5_object"
+  },
+  {
+    "task_id": "mem_mipnerf360_5f84c46d31489bd1a6b57b7c5c8cbc15280e279f8eb03122abd9362ac7333d13_object",
+    "instance_id": "mem_mipnerf360_5f84c46d31489bd1a6b57b7c5c8cbc15280e279f8eb03122abd9362ac7333d13",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_mipnerf360_5f84c46d31489bd1a6b57b7c5c8cbc15280e279f8eb03122abd9362ac7333d13.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video captures a cluttered kitchen countertop made of dark granite, showcasing a variety of objects including metallic stainless steel bowls with reflective surfaces, orange and red apples in a wooden bowl, blue silicone oven mitts with embossed patterns, a yellow '12 British' egg carton featuring the Union Jack logo, a wooden rolling pin with visible grain, a clear plastic water pitcher, cans of 'Napoleon Chopped Chestnuts', a loaf of bread in a clear plastic bag, and various spices and condiments with labels. The camera pans and tilts across the scene, offering different perspectives of the same general area. Throughout the video, the objects maintain their identity, geometric integrity, texture fidelity, semantic correctness, and appearance consistency, even when partially occluded or re-entering the frame."
+        ],
+        "level_2": [
+          "At the beginning, the camera focuses on a section of the dark granite countertop, highlighting a metallic stainless steel bowl, a wooden rolling pin, and a cluster of orange and red apples in a wooden bowl. Blue silicone oven mitts are placed nearby, and a clear plastic water pitcher is visible in the background. As the camera pans to the middle third, it reveals more of the countertop, including a yellow '12 British' egg carton, a loaf of bread in a clear plastic bag, and several cans of 'Napoleon Chopped Chestnuts'. Toward the end, the camera tilts and pans back to the initial area, ensuring all objects maintain their consistent appearance, color, and texture throughout the movement."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a close-up view of the dark granite countertop, focusing on a metallic stainless steel bowl, a wooden rolling pin, and a wooden bowl filled with orange and red apples. A pair of blue silicone oven mitts rests beside the bowl, and a clear plastic water pitcher is visible in the background. The lighting highlights the reflective surface of the bowl and the grain of the rolling pin.",
+          "20-40%: The camera begins to pan to the right, revealing additional items on the countertop, including a yellow '12 British' egg carton with the Union Jack logo, a loaf of bread in a clear plastic bag, and several cans of 'Napoleon Chopped Chestnuts'. The blue silicone oven mitts remain in view, and the camera movement ensures that the textures and colors of these objects are consistently captured.",
+          "40-60%: Continuing its pan, the camera shifts focus to the left side of the countertop, bringing into view more of the metallic stainless steel bowls and the clear plastic water pitcher. The wooden rolling pin is still visible, and the camera angle changes slightly to provide a different perspective of the apples in the wooden bowl. The overall composition remains cluttered but organized, with each object maintaining its distinct appearance.",
+          "60-80%: The camera pans back toward the center and right side of the countertop, re-emphasizing the '12 British' egg carton, the loaf of bread, and the cans of chestnuts. The blue silicone oven mitts are once again prominently featured, and the camera movement ensures that the Union Jack logo on the egg carton and the embossed patterns on the mitts are clearly visible. The lighting remains consistent, highlighting the textures and colors of the objects.",
+          "80-100%: In the final segment, the camera tilts and pans back to the initial area, revisiting the metallic stainless steel bowl, the wooden rolling pin, and the wooden bowl of apples. The blue silicone oven mitts and the clear plastic water pitcher are also brought back into focus. The video concludes by ensuring that all objects have been consistently represented throughout the entire sequence, maintaining their identity, geometric integrity, texture fidelity, and semantic correctness."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the blue silicone oven mitt maintain its color and shape throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the initial view at 0:08s, does the arrangement of objects match the starting frame?",
+          "options": [
+            "A. Perfectly matches",
+            "B. Slight rearrangement",
+            "C. Significant rearrangement",
+            "D. Unrecognizable"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the '12 British' egg carton consistently visible and identifiable from start to finish?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "During the pan to the right, does the loaf of bread in the plastic bag remain in the same relative position?",
+          "options": [
+            "A. It moves out of frame",
+            "B. It remains static",
+            "C. It shifts slightly but stays recognizable",
+            "D. It becomes unidentifiable"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are the apples in the wooden bowl consistently red and orange, without any apparent color change?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the cylindrical shape of the spice jar remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When viewed from different angles, does the rolling pin appear to have the same length and diameter?",
+          "options": [
+            "A. It appears shorter",
+            "B. It appears longer",
+            "C. It appears distorted",
+            "D. It maintains consistent geometry"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is the metallic sheen on the stainless steel bowl consistent across all views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "Does the wooden bowl containing fruits appear to retain its round shape and proportions?",
+          "options": [
+            "A. It appears flattened",
+            "B. It appears stretched",
+            "C. It retains its shape",
+            "D. It appears tilted unnaturally"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are the edges of the baking tray consistently sharp and defined?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Is the embossed pattern on the blue oven mitt clearly visible in all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "Does the Union Jack logo on the egg carton remain sharp and legible?",
+          "options": [
+            "A. It becomes blurry",
+            "B. It is partially obscured",
+            "C. It remains clear",
+            "D. It disappears"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Are the labels on the spice jars and cans consistently readable?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Does the wood grain on the rolling pin remain visible and consistent?",
+          "options": [
+            "A. It is lost in shadow",
+            "B. It is blurred",
+            "C. It remains distinct",
+            "D. It appears smeared"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Is the glossy reflection on the stainless steel bowl consistent across different lighting conditions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When viewing the egg carton from the side, is the '12 British' text still oriented correctly?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "Does the orientation of the 'Napoleon Chopped Chestnuts' can remain upright and readable?",
+          "options": [
+            "A. It appears upside down",
+            "B. It is sideways",
+            "C. It remains upright",
+            "D. It is rotated 90 degrees"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are the fruits in the wooden bowl shown from a natural, front-facing angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "Does the Union Jack logo on the egg carton maintain its correct orientation when viewed from different angles?",
+          "options": [
+            "A. It rotates with the carton",
+            "B. It remains fixed",
+            "C. It becomes mirrored",
+            "D. It disappears"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Is the text on the spice jar legible from all angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "When the loaf of bread is initially shown and then reappears after being occluded, does it look the same?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "After being partially hidden behind other objects, does the '12 British' egg carton regain its full visibility and clarity?",
+          "options": [
+            "A. It is less clear",
+            "B. It is more clear",
+            "C. It regains full clarity",
+            "D. It is unrecognizable"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the blue oven mitt maintain its appearance when it moves in and out of the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "When the stainless steel bowl is partially covered by another object and then uncovered, is its reflective surface consistent?",
+          "options": [
+            "A. It appears duller",
+            "B. It appears shinier",
+            "C. It remains consistent",
+            "D. It changes color"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Are the apples in the wooden bowl consistently visible and unchanged when they reappear after being occluded?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the metallic stainless steel bowl maintain its identity when it reappears in Segment 5?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:15.107187"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which object must retain its identity across multiple segments due to repeated appearance?",
+          "options": [
+            "A. Wooden rolling pin",
+            "B. Clear plastic water pitcher",
+            "C. Blue silicone oven mitts",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:15.107221"
+        },
+        {
+          "question_id": "28",
+          "type": "multiple_choice",
+          "question": "What aspect of the stainless steel bowl must remain unchanged during camera movement?",
+          "options": [
+            "A. Reflective surface",
+            "B. Color",
+            "C. Shape and proportions",
+            "D. Position"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:15.107240"
+        },
+        {
+          "question_id": "29",
+          "type": "binary",
+          "question": "Are the embossed patterns on the blue silicone oven mitts required to be consistently visible when they reappear?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:15.107248"
+        },
+        {
+          "question_id": "30",
+          "type": "multiple_choice",
+          "question": "Which texture detail is explicitly mentioned as needing consistency?",
+          "options": [
+            "A. Grain of the rolling pin",
+            "B. Logo on the egg carton",
+            "C. Reflection on the bowl",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:15.107255"
+        },
+        {
+          "question_id": "31",
+          "type": "binary",
+          "question": "When the loaf of bread re-enters the frame in Segment 4, must it appear identical to its first appearance?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:15.107261"
+        },
+        {
+          "question_id": "32",
+          "type": "multiple_choice",
+          "question": "What happens to an object when it is occluded and then reappears?",
+          "options": [
+            "A. It may change color",
+            "B. It must recover its original appearance",
+            "C. It can be replaced",
+            "D. It disappears permanently"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:15.107267"
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "Does the camera move back along the same path during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:15.107274"
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "What type of memory is required when the camera returns to the initial area?",
+          "options": [
+            "A. Horizontal loop memory",
+            "B. Path retracing memory",
+            "C. Zoom memory",
+            "D. Vertical perspective memory"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:15.107280"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "mipnerf360",
+    "source_task": "0320",
+    "original_task_id": "mem_mipnerf360_5f84c46d31489bd1a6b57b7c5c8cbc15280e279f8eb03122abd9362ac7333d13_object"
+  },
+  {
+    "task_id": "mem_mipnerf360_575f06997f088dc5824bec5a960459303edd0154e65b3594e29810380ac7ea50_object",
+    "instance_id": "mem_mipnerf360_575f06997f088dc5824bec5a960459303edd0154e65b3594e29810380ac7ea50",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_mipnerf360_575f06997f088dc5824bec5a960459303edd0154e65b3594e29810380ac7ea50.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A circular wooden table with radial slats and a central metal ring sits on a hexagonal stone pavement in a lush garden. A rustic vase filled with dried leaves is placed at the center of the table. The camera slowly pans around the table, capturing it from various angles while maintaining focus on the table's design and the surrounding greenery."
+        ],
+        "level_2": [
+          "The scene opens with a view of the circular wooden table from a slightly elevated angle, showcasing its radial slat design and the central vase with dried leaves. The camera begins to pan to the right, revealing more of the garden's background, including brick walls covered in ivy and various plants. The hexagonal stone pavement beneath the table remains consistent as the camera moves.",
+          "As the camera continues its pan, the focus shifts to the left side of the table, providing a closer look at the intricate details of the wooden slats and the central metal ring. The surrounding garden becomes more prominent, with different types of foliage and a glimpse of a house in the distance. The vase with dried leaves remains a central point of interest.",
+          "The camera completes its pan, offering a top-down view of the table. The radial slats are clearly visible, converging towards the central vase. The hexagonal stone pavement is fully in view, and the garden's greenery surrounds the table, creating a serene and natural setting. The dried leaves in the vase add a touch of rustic charm."
+        ],
+        "level_3": [
+          "The video begins with a close-up of the circular wooden table, highlighting its radial slat design and the central metal ring. A rustic vase containing dried leaves sits prominently in the center. The table is placed on a hexagonal stone pavement, surrounded by lush green grass and various plants. The camera starts to pan slowly to the right, revealing a brick wall covered in ivy and a glimpse of a house in the background.",
+          "As the camera continues its pan, it captures the left side of the table, emphasizing the detailed craftsmanship of the wooden slats and the central metal ring. The surrounding garden becomes more visible, with different types of foliage and a small fence in the distance. The vase with dried leaves remains a focal point, adding a natural element to the scene.",
+          "The camera movement progresses, providing a more comprehensive view of the garden. The table's design is showcased from multiple angles, with the radial slats converging towards the central vase. The hexagonal stone pavement beneath the table is fully visible, and the garden's greenery frames the scene beautifully. The dried leaves in the vase continue to add a rustic touch.",
+          "The camera completes its pan, offering a top-down perspective of the table. The radial slats are clearly defined, leading the eye towards the central vase. The hexagonal stone pavement is prominently displayed, and the garden's lush greenery surrounds the table, creating a tranquil and inviting atmosphere. The dried leaves in the vase remain a constant element, enhancing the natural aesthetic.",
+          "The final shot focuses on the table from directly above, capturing the intricate details of the wooden slats and the central metal ring. The vase with dried leaves is centered, and the hexagonal stone pavement is fully in view. The surrounding garden, with its diverse plant life, completes the serene setting. The camera remains steady, allowing the viewer to appreciate the table's design and the peaceful garden environment."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Is the circular wooden table consistently identifiable across different camera views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the central vase with dried leaves maintain its identity and position on the table?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are there any distortions in the geometric integrity of the table from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Do the surface details of the table and vase remain consistent across all views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are the views from different angles semantically correct and do they accurately represent the main object?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "mipnerf360_full_regen",
+    "category": "spatial_object",
+    "subcategory": "mipnerf360",
+    "source_task": "0320",
+    "original_task_id": "mem_mipnerf360_575f06997f088dc5824bec5a960459303edd0154e65b3594e29810380ac7ea50_object"
+  },
+  {
+    "task_id": "mem_mipnerf360_5f84c46d31489bd1a6b57b7c5c8cbc15280e279f8eb03122abd9362ac7333d13_spatial",
+    "instance_id": "mem_mipnerf360_5f84c46d31489bd1a6b57b7c5c8cbc15280e279f8eb03122abd9362ac7333d13",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_mipnerf360_5f84c46d31489bd1a6b57b7c5c8cbc15280e279f8eb03122abd9362ac7333d13.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video captures a dynamic exploration of a cluttered kitchen countertop, showcasing various food items and appliances such as metal mixing bowls, butternut squash, blue oven mitts, an egg carton, and a blender. The camera performs a horizontal loop-like motion, panning and tilting across the scene while occasionally zooming in and out. As it retraces its path, the video revisits similar areas of the countertop, allowing for consistency checks on object positions and spatial relationships. Background elements, including cabinets and a window view, are intermittently revealed and re-entered as the camera moves, requiring attention to environmental continuity."
+        ],
+        "level_2": [
+          "At the beginning, the camera focuses on the left side of the countertop, highlighting a large metal mixing bowl, butternut squash, and a blue oven mitt. It then pans rightward, revealing more items like an egg carton, a bag of chips, and a blender. In the middle, the camera continues its horizontal movement, exploring the center and right sections of the countertop, including a wooden bowl with fruits and a can of soda. Toward the end, the camera retraces its path, revisiting earlier areas and providing a comprehensive overview of the entire countertop, ensuring spatial and environmental consistency."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a close-up view of the left side of the countertop, focusing on a large metal mixing bowl, several butternut squashes, and a blue oven mitt. The camera begins its horizontal pan to the right, capturing the initial layout of the scene.",
+          "20-40%: As the camera continues its pan, it reveals more items on the countertop, including an egg carton, a bag of chips, and a blender. The focus shifts toward the center of the countertop, showcasing additional objects like a wooden bowl with fruits and a can of soda.",
+          "40-60%: The camera reaches the right side of the countertop, displaying a variety of items such as a loaf of bread in a plastic bag, a knife, and a bag of pasta. It then begins to retrace its path, moving back toward the left side of the countertop.",
+          "60-80%: The camera retraces its earlier path, revisiting the center and left sections of the countertop. It captures the same objects from slightly different angles, emphasizing the consistency of their positions and the overall layout of the scene.",
+          "80-100%: Toward the end, the camera completes its loop by returning to the starting point on the left side of the countertop. It provides a final overview of the entire scene, ensuring that all spatial relationships and background elements remain consistent with the earlier views."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera revisit the initial view of the metal mixing bowl and butternut squash after panning away?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary direction of camera movement during the first few seconds?",
+          "options": [
+            "A. Clockwise horizontal pan",
+            "B. Counter-clockwise horizontal pan",
+            "C. Vertical tilt only",
+            "D. Zigzag pattern"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is there evidence of the camera completing a full 360-degree horizontal rotation around the central area of the countertop?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "After the initial pan, which object reappears in the frame as the camera returns to a previous angle?",
+          "options": [
+            "A. The blue oven mitts",
+            "B. The egg carton",
+            "C. The blender",
+            "D. The fruit bowl"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the relative position of the butternut squash and the metal bowl remain consistent when the camera revisits that area?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "When the camera retraces its path, do the objects on the countertop appear in the same relative positions as before?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which object is consistently visible in the foreground during multiple camera retracements?",
+          "options": [
+            "A. The rolling pin",
+            "B. The blue oven mitts",
+            "C. The egg carton",
+            "D. The fruit bowl"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera return to the exact same viewpoint after panning left and then right?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "During the camera's retraced path, what remains constant in terms of object visibility?",
+          "options": [
+            "A. The presence of the blender",
+            "B. The presence of the blue oven mitts",
+            "C. The presence of the egg carton",
+            "D. The presence of the fruit bowl"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are there any noticeable changes in the arrangement of items on the countertop between the first and subsequent views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "When the camera re-enters the background area previously seen on the left side of the frame, are the wooden cabinets and stove still visible and unchanged?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "What remains consistent in the background when the camera revisits the area behind the fruit bowl?",
+          "options": [
+            "A. The potted plant",
+            "B. The kitchen utensils",
+            "C. The window view",
+            "D. The stove and cabinets"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Is the reflection of the kitchen appliances in the glass surface consistent when the camera revisits the same area?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Which background element re-enters the frame and remains visually consistent upon re-entry?",
+          "options": [
+            "A. The blue oven mitts",
+            "B. The egg carton",
+            "C. The kitchen cabinets",
+            "D. The fruit bowl"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the lighting and shadow pattern on the countertop remain consistent when the camera revisits the same area?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When the camera zooms in on the fruit bowl, do the fruits appear larger but maintain their relative proportions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "After zooming out from the countertop, do the objects appear smaller but retain their original spatial relationships?",
+          "options": [
+            "A. Yes",
+            "B. No",
+            "C. Partially",
+            "D. It depends on the object"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Does the size of the blue oven mitts appear consistent when viewed from different zoom levels?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "When the camera zooms in on the egg carton, does it appear disproportionately large compared to other nearby objects?",
+          "options": [
+            "A. Yes",
+            "B. No",
+            "C. Slightly",
+            "D. It depends on the zoom level"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Is there any evidence of distortion or inconsistent scaling when the camera transitions between zoom levels?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "mipnerf360",
+    "source_task": "0320",
+    "original_task_id": "mem_mipnerf360_5f84c46d31489bd1a6b57b7c5c8cbc15280e279f8eb03122abd9362ac7333d13_spatial"
+  },
+  {
+    "task_id": "mem_tnt_5c230d78880b8c91f83954320759a4299ec025506ae677331c26e6220c455d3f_object",
+    "instance_id": "mem_tnt_5c230d78880b8c91f83954320759a4299ec025506ae677331c26e6220c455d3f",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_5c230d78880b8c91f83954320759a4299ec025506ae677331c26e6220c455d3f.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A camera slowly orbits around a bronze family statue situated in a serene campus courtyard. The statue, featuring a kneeling man reaching up to a standing woman holding a child, is crafted with detailed drapery and exhibits a dark bronze color with greenish patina on certain areas. The base of the statue bears inscriptions: 'IN CELEBRATION OF FAMILY' and the names 'Louis and Dorina Bruteau'. As the camera moves, various perspectives highlight the emotional bond depicted in the statue's pose, while the background reveals a well-maintained environment with brick pathways, wooden benches, lush green hedges, palm trees, and distant buildings. Pedestrians occasionally walk by, adding life to the tranquil setting."
+        ],
+        "level_2": [
+          "The video begins with a close-up view of the bronze family statue, focusing on the intricate details of the figures—a kneeling man, a standing woman holding a child, and their expressive poses. The camera starts its orbit from the side, gradually revealing more of the circular courtyard, including wooden benches, manicured hedges, and a tall palm tree. As the camera continues its movement, the full base of the statue comes into view, displaying the inscriptions 'IN CELEBRATION OF FAMILY' and the names 'Louis and Dorina Bruteau'. The middle portion of the video showcases the statue from multiple angles, emphasizing the texture of the bronze and the emotional depth of the scene, with the background transitioning from a building entrance to open green spaces and pathways.",
+          "In the middle section, the camera has completed half of its orbit around the statue, now showing it from the opposite side. The focus remains on the statue's detailed craftsmanship, particularly the flowing robes and the tender interaction between the figures. The background features a mix of architectural elements, including a building with large windows and a red-tiled roof, as well as more greenery and additional benches. The camera continues to move smoothly, maintaining a steady pace that allows viewers to appreciate the statue's form and the surrounding environment. Pedestrians can be seen walking along the pathways in the distance, contributing to the sense of a living, breathing space.",
+          "Toward the end of the video, the camera completes its full orbit, returning to the initial viewpoint near the building entrance. The final perspective offers a comprehensive view of the statue, highlighting both the front and back details, including the inscriptions on the base. The surrounding area is shown in its entirety, with the brick-paved courtyard, benches, and lush landscaping creating a harmonious setting. The video concludes with a lingering shot of the statue, capturing the interplay of light and shadow on its surface, and the peaceful ambiance of the campus environment."
+        ],
+        "level_3": [
+          "The video opens with a close-up of the bronze family statue, capturing the kneeling man, standing woman, and child in a moment of familial connection. The camera begins its slow orbit from the left side, revealing the circular courtyard with wooden benches, a tall palm tree, and neatly trimmed hedges. The initial angle emphasizes the statue's detailed drapery and the greenish patina on the bronze, while the background shows a building entrance with large glass windows.",
+          "As the camera moves to the right, it continues its orbit, showcasing the statue from different angles. The middle section focuses on the base of the statue, where the inscriptions 'IN CELEBRATION OF FAMILY' and 'Louis and Dorina Bruteau' are clearly visible. The background transitions to include more greenery, a pathway, and distant buildings with red-tiled roofs. The smooth camera movement allows for a continuous appreciation of the statue's texture and the serene campus setting.",
+          "The camera continues its orbit, now showing the statue from the rear, highlighting the flowing robes and the tender pose of the figures. The background features a mix of architectural elements, including a building with large windows and a red-tiled roof, as well as more greenery and additional benches. The camera maintains a steady pace, ensuring that the viewer can fully appreciate the statue's form and the surrounding environment.",
+          "As the camera completes its orbit, it returns to the initial viewpoint near the building entrance. The final segment focuses on the front of the statue, capturing the interplay of light and shadow on its surface. The surrounding area is shown in its entirety, with the brick-paved courtyard, benches, and lush landscaping creating a harmonious setting. Pedestrians can be seen walking along the pathways in the distance, adding life to the tranquil scene.",
+          "The video concludes with a lingering shot of the statue, capturing the emotional depth of the scene and the peaceful ambiance of the campus environment. The final perspective offers a comprehensive view of the statue, highlighting both the front and back details, including the inscriptions on the base. The surrounding area is shown in its entirety, with the brick-paved courtyard, benches, and lush landscaping creating a harmonious setting."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the statue retain its recognizable form (three human figures in specific poses) from all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "When viewed from directly behind, does the statue still represent the same family group (man, woman, child)?",
+          "options": [
+            "A. Yes, the forms are clearly distinguishable",
+            "B. No, the forms merge into an indistinct shape",
+            "C. The child is no longer visible",
+            "D. The man and woman switch positions"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the inscriptions on the base consistently legible from all viewing angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "From the side view, can you still identify the statue as the same object shown from the front?",
+          "options": [
+            "A. Yes, the proportions and poses are consistent",
+            "B. No, the perspective makes it look like a different statue",
+            "C. The child figure is missing",
+            "D. The man appears to be standing"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the overall color and patina of the bronze remain consistent across different lighting conditions and angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the statue's form appear warped or stretched at any point during the camera movement?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When the camera is closest to the statue, do the proportions of the figures (man, woman, child) appear accurate?",
+          "options": [
+            "A. Yes, they are proportionally correct",
+            "B. No, the figures appear disproportionate",
+            "C. The child looks disproportionately large",
+            "D. The man appears unnaturally tall"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is there any evidence of the statue's geometry being altered by the camera movement (e.g., fisheye effect distorting the shapes)?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "From the 360-degree orbit, does the statue's three-dimensional form remain stable and correctly represented?",
+          "options": [
+            "A. Yes, the form is consistently stable",
+            "B. No, the form appears inconsistent from different sides",
+            "C. The child figure disappears at certain angles",
+            "D. The woman's figure becomes unrecognizable"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the statue's base remain level and properly oriented throughout the camera movement?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Are the details in the drapery of the clothing (folds, creases) consistently visible and sharp from all angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When viewing the inscriptions on the base from different angles, are the letters consistently clear and readable?",
+          "options": [
+            "A. Yes, the text remains sharp and legible",
+            "B. No, the text becomes blurry or unreadable",
+            "C. The text is only clear from the front",
+            "D. The text appears reversed"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the greenish patina on the bronze surface appear consistently across different parts of the statue?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "As the camera moves closer to the statue, do the fine textures (e.g., hair, fabric folds) become more detailed and sharper?",
+          "options": [
+            "A. Yes, finer details are revealed",
+            "B. No, the details become less distinct",
+            "C. The texture appears smoothed out",
+            "D. The texture becomes artificially enhanced"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Are there any instances where the statue's surface texture appears inconsistent or distorted due to camera movement?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When viewed from behind, does the statue still depict a mother, father, and child, or does it appear as a different scene?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "From the side view, is the child positioned between the man and woman, or does it appear separately?",
+          "options": [
+            "A. The child is between them, maintaining the family grouping",
+            "B. The child appears separate from the couple",
+            "C. The child is no longer visible",
+            "D. The child switches places with the man"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Does the statue ever show a part of the object that contradicts its known structure (e.g., a second face on the back)?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "When viewed from below, does the statue maintain the correct orientation of the figures (e.g., the man is still kneeling)?",
+          "options": [
+            "A. Yes, the orientation is semantically correct",
+            "B. No, the figures appear inverted",
+            "C. The man appears standing",
+            "D. The child is upside down"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Are the relative positions of the figures (man kneeling, woman standing, child held) preserved from all angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the statue consistently depict a kneeling man, standing woman, and child throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:44.425561"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which figures are consistently present in all segments of the video?",
+          "options": [
+            "A. A man, woman, and child",
+            "B. Two men and a child",
+            "C. A woman and two children",
+            "D. Three adults"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:44.425584"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Is the greenish patina on the bronze statue visible and consistent across multiple angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:44.425591"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "What detail is emphasized as remaining consistent across views?",
+          "options": [
+            "A. The color of the sky",
+            "B. The texture of the drapery",
+            "C. The size of the benches",
+            "D. The number of pedestrians"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:44.425596"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Are the emotional expressions and interactions between the figures preserved across different camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:44.425600"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the camera complete a full orbit and return to the initial viewpoint?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:44.425605"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Where does the camera start and end its orbit?",
+          "options": [
+            "A. Near the building entrance",
+            "B. At the back of the statue",
+            "C. By the palm tree",
+            "D. In front of a bench"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:44.425609"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Do background elements like the building entrance and palm tree reappear consistently when the camera returns to the starting point?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:44.425613"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "Which background feature is consistently shown at both the beginning and end of the video?",
+          "options": [
+            "A. Red-tiled roof",
+            "B. Building entrance with glass windows",
+            "C. Wooden bench",
+            "D. Child playing"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:44.425617"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_5c230d78880b8c91f83954320759a4299ec025506ae677331c26e6220c455d3f_object"
+  },
+  {
+    "task_id": "mem_tnt_347b192573971cc541124018fe08d0198d80de2b7133ef1be6bf93a51771450e_object",
+    "instance_id": "mem_tnt_347b192573971cc541124018fe08d0198d80de2b7133ef1be6bf93a51771450e",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_347b192573971cc541124018fe08d0198d80de2b7133ef1be6bf93a51771450e.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A dynamic video showcasing a large, dark metallic bronze horse statue in a rearing pose, with its front left leg raised and detailed mane and tail. The statue is mounted on a light beige rectangular pedestal featuring a plaque with text. The camera smoothly orbits around the statue, capturing it from various angles against a backdrop of a well-maintained campus-like setting with green lawns, palm trees, modern buildings, and a visible street with parked cars and pedestrians. The reflective surface of the bronze captures the surrounding environment, emphasizing texture fidelity and geometric integrity as the viewpoint changes."
+        ],
+        "level_2": [
+          "The video opens with a close-up view of the bronze horse statue, highlighting its rearing pose and intricate details such as the flowing mane and muscular anatomy. The camera begins to pan around the statue, revealing the light beige pedestal with a plaque inscribed with text. As the orbit continues, the background comes into view, showcasing a serene campus environment with lush green grass, tall palm trees, and modern architectural buildings. The reflective bronze surface mirrors the surroundings, maintaining consistent identity and texture throughout the movement.",
+          "In the middle section, the camera continues its smooth circular motion around the statue, offering a comprehensive view of its dynamic form from multiple perspectives. The focus remains on the statue's geometric integrity, ensuring that its proportions and shape remain consistent despite the changing angles. The background reveals more of the campus setting, including pathways, additional greenery, and distant buildings, all while the reflective quality of the bronze continues to capture the light and details of the environment.",
+          "Toward the end, the camera completes its orbit, returning to a view similar to the opening shot but from a slightly different angle. The full context of the statue's placement within the campus is now clear, with the street, parked cars, and pedestrians visible in the distance. The video emphasizes the statue's identity persistence, with the reflective surface consistently capturing the vibrant surroundings. The final frames provide a lingering appreciation of the statue's artistry and its harmonious integration into the environment."
+        ],
+        "level_3": [
+          "The video begins with a close-up of the bronze horse statue, focusing on its rearing pose and detailed features like the mane and tail. The camera starts to pan, revealing the light beige pedestal with a plaque. The initial movement sets the stage for the exploration of the statue's reflective surface and the surrounding campus environment, which includes green lawns and palm trees.",
+          "As the camera continues to move, it captures the statue from various angles, emphasizing its geometric integrity and the consistency of its shape. The background becomes more visible, showing modern buildings and pathways within the campus. The reflective bronze surface mirrors the environment, maintaining texture fidelity and providing a dynamic interplay of light and shadow.",
+          "The camera further orbits around the statue, offering a comprehensive view of its form and the surrounding area. The focus remains on the statue's identity persistence, with the reflective surface continuously capturing the details of the environment. The background reveals more of the campus, including additional greenery and distant buildings, enhancing the sense of place.",
+          "In the next phase, the camera completes its circular motion, bringing the viewer closer to the statue once again. The full context of the statue's placement within the campus is now evident, with the street, parked cars, and pedestrians visible in the distance. The reflective quality of the bronze continues to highlight the vibrant surroundings, ensuring a cohesive visual experience.",
+          "The video concludes with a final orbit around the statue, returning to a view similar to the opening shot but from a slightly different angle. The complete appreciation of the statue's artistry and its harmonious integration into the environment is emphasized, with the reflective surface consistently capturing the light and details of the surroundings. The final frames leave a lasting impression of the statue's dynamic presence and the serene campus setting."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the statue retain its dark metallic bronze appearance from all viewing angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "When viewed from directly behind, does the statue still clearly represent a horse?",
+          "options": [
+            "A. Yes, showing the back of the horse",
+            "B. No, it looks like a different animal",
+            "C. It's unrecognizable",
+            "D. Only the front is visible"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the rearing pose of the horse consistent across all camera movements?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "When the camera zooms in closely on the front of the statue, are the details of the mane and facial features sharp and clear?",
+          "options": [
+            "A. Very sharp and clear",
+            "B. Slightly blurred",
+            "C. Indistinct",
+            "D. Unrecognizable"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the statue appear to have the same physical properties (e.g., solidity, reflective surface) when viewed from close-up versus far away?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the horse's body appear proportionally correct from all angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When the camera is very close to the side of the statue, does the horse's form look stretched or warped?",
+          "options": [
+            "A. Yes, it appears stretched",
+            "B. No, it maintains its proportions",
+            "C. It's too blurry to tell",
+            "D. It looks like a different object"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is the rearing posture of the horse maintained without any apparent deformation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "From a low-angle shot looking up at the horse, does the structure of the statue appear stable and intact?",
+          "options": [
+            "A. Yes, perfectly stable",
+            "B. No, it seems unstable",
+            "C. It's unclear",
+            "D. It appears to be breaking apart"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the statue's base (the pedestal) maintain its rectangular shape and position relative to the horse throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Are the reflections on the statue's surface consistent with its metallic material?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When the camera is closest to the statue, are the fine details of the horse's mane and tail visible?",
+          "options": [
+            "A. Yes, very detailed",
+            "B. No, they are smoothed out",
+            "C. They are indistinct",
+            "D. They are missing"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Is the plaque on the front of the pedestal consistently readable from different distances?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "As the camera moves, do the highlights and shadows on the statue's surface change smoothly without artifacts?",
+          "options": [
+            "A. Yes, naturally",
+            "B. No, there are unnatural artifacts",
+            "C. The texture becomes washed out",
+            "D. The texture becomes overly dark"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the overall reflective quality of the bronze material remain consistent across all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "From the rear view, does the object still clearly represent the back of a horse?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "When viewed from the side, does the statue resemble a horse in profile?",
+          "options": [
+            "A. Yes, perfectly",
+            "B. No, it looks like a camel",
+            "C. It's ambiguous",
+            "D. It looks like a human figure"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Is the statue never shown from an angle that makes it look like a completely different animal or object?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "When the camera is directly above the statue, what does it predominantly show?",
+          "options": [
+            "A. The top of the horse's head and mane",
+            "B. The underside of the horse",
+            "C. A bird's-eye view of the pedestal",
+            "D. A flat, two-dimensional shape"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Does the statue ever appear to have a second face or multiple faces when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the prompt require the horse statue to maintain its identity across all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:09.524940"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the requirement for the horse statue's identity?",
+          "options": [
+            "A. It should change appearance based on lighting",
+            "B. It should remain visually consistent across views",
+            "C. It should morph into another object",
+            "D. It should disappear when occluded"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:09.524975"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Is it required that the horse statue maintains correct proportions during the camera orbit?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:09.524987"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "What aspect of the statue must remain stable during the camera movement?",
+          "options": [
+            "A. Its color",
+            "B. Its size relative to background",
+            "C. Its geometric structure",
+            "D. Its reflection only"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:09.524994"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Must the intricate details of the horse's mane and tail remain visible and consistent?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:09.525002"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the camera complete a full orbit and return to a view similar to the start?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:09.525010"
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "When the camera returns to a previous angle, must the background remain consistent?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:09.525031"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Does the reflective surface of the bronze horse statue show the surrounding campus environment, including palm trees, buildings, and green lawns?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt explicitly states that the reflective bronze surface mirrors the surroundings, capturing details of the environment such as palm trees, modern buildings, and green lawns, indicating content consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517670"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "Which of the following objects should be visible in the reflection of the bronze horse statue when the camera is positioned on the side facing the street?",
+          "options": [
+            "A. The plaque on the pedestal",
+            "B. Pedestrians and parked cars",
+            "C. The rear legs of the horse",
+            "D. The sky above the statue"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "When the camera faces the side toward the street, the reflection should include elements from that direction—pedestrians and parked cars—as described in Segment 3 and Level 2/3 prompts. The plaque and rear legs are not in the reflected field of view from that angle.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517705"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Is the reflection of the modern buildings visible when the camera orbits to the side of the statue facing those structures?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "As the camera moves around the statue, it reveals modern buildings in the background (Segment 2), and the prompt emphasizes that the reflective surface captures the environment. Therefore, the buildings should appear in the reflection when facing them.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517722"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "What should be reflected in the statue’s surface when the camera is directly behind the horse, looking forward?",
+          "options": [
+            "A. The back of the pedestal and the plaque",
+            "B. The front of the horse and the approaching path",
+            "C. The distant buildings and palm trees",
+            "D. The camera operator"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "From behind the horse, the reflection would logically show the front of the statue and the forward-facing environment, such as the path leading up to it. The plaque is on the front face of the pedestal, so it wouldn't be visible from behind. The reflection must align with the actual spatial orientation.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517730"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Does the reflection include pedestrians and parked cars only when they are visible in the actual scene?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt describes pedestrians and cars appearing in the distance during later segments. Since reflections must mirror real-world visibility, these objects should only appear in the reflection when they are actually present in the scene.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517736"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "When the camera returns to a view similar to the opening shot in Segment 5, does the reflection still show the same environmental elements as seen at the beginning?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt notes that the final frames return to a view similar to the opening but from a slightly different angle. Since the environment remains consistent across time, the reflection should also remain temporally consistent unless the scene changes.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517765"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "If the camera completes its orbit and returns to a previous position, how should the reflection change?",
+          "options": [
+            "A. It should be identical to the earlier reflection",
+            "B. It should be darker due to lighting shift",
+            "C. It should reflect new objects not previously seen",
+            "D. It should fade out"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Since the environment is static and no temporal changes (e.g., moving clouds or people) are mentioned, returning to the same viewpoint should result in an identical reflection, assuming no external changes occurred.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517772"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "Does the reflection maintain consistency across all segments (Level 2 and Level 3) when the same environment is visible?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Both Level 2 and Level 3 describe the same environment and camera movement. The prompt emphasizes identity persistence and consistent reflection throughout, implying temporal stability in the reflection content.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517779"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "In Segment 1, the reflection shows palm trees and grass. In Segment 4, the same area is visible again. What should the reflection show?",
+          "options": [
+            "A. Only the horse’s features",
+            "B. Palm trees and grass, consistent with Segment 1",
+            "C. A distorted version of the scene",
+            "D. The sky and clouds only"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Since the environment hasn’t changed between Segment 1 and Segment 4, and the camera revisits the same area, the reflection must remain consistent. The prompt emphasizes 'identity persistence' and 'consistent reflection,' supporting this answer.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517785"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "If the lighting conditions were to change over time, would the reflection update accordingly? (Assume based on prompt logic)",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Although the prompt doesn’t mention changing light, reflections are inherently dependent on lighting. If lighting shifted, the reflection would need to update. However, since the prompt implies stable lighting (no mention of time-of-day shifts), the reflection remains consistent across time.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517792"
+          }
+        },
+        {
+          "question_id": "38",
+          "type": "binary",
+          "question": "As the camera moves around the statue, does the reflection update to show the correct portion of the environment from each new angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt states that the camera smoothly orbits and the reflective surface captures the surrounding environment. This implies dynamic updating of the reflection based on camera viewpoint, ensuring viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517799"
+          }
+        },
+        {
+          "question_id": "39",
+          "type": "multiple_choice",
+          "question": "When the camera is on the left side of the statue, what part of the environment should be reflected?",
+          "options": [
+            "A. The right side of the campus and buildings",
+            "B. The left side of the campus and nearby palm trees",
+            "C. The back of the statue and the pedestal",
+            "D. The sky only"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "From the left side, the reflection should show the environment to the left of the statue. Based on the description, this includes nearby palm trees and parts of the campus. The reflection must match the actual spatial arrangement.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517806"
+          }
+        },
+        {
+          "question_id": "40",
+          "type": "binary",
+          "question": "When the camera moves from a close-up to a wide-angle view, does the reflection expand to include more of the surrounding environment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera pulls back, more of the environment becomes visible, and the reflective surface should capture a broader view. The prompt mentions increasing visibility of the campus, which supports expanding reflection content.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517812"
+          }
+        },
+        {
+          "question_id": "41",
+          "type": "multiple_choice",
+          "question": "If the camera returns to the original position after completing a full orbit, should the reflection appear exactly as it did at the start?",
+          "options": [
+            "A. Yes, if the environment hasn’t changed",
+            "B. No, because the camera is now slightly higher",
+            "C. Yes, even if the camera height changed",
+            "D. No, because the reflection always distorts"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt says the final view is 'similar to the opening shot but from a slightly different angle.' This suggests minor positional differences, but if the environment is unchanged, the reflection should be nearly identical. Minor variations may occur due to angle, but overall consistency is expected.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517823"
+          }
+        },
+        {
+          "question_id": "42",
+          "type": "binary",
+          "question": "Does the reflection accurately depict the relative positions of objects (e.g., buildings behind palm trees) when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt emphasizes geometric integrity and texture fidelity, suggesting that reflections must respect spatial relationships. Thus, the reflection should correctly show depth and object placement relative to the viewer’s angle.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517830"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_347b192573971cc541124018fe08d0198d80de2b7133ef1be6bf93a51771450e_object"
+  },
+  {
+    "task_id": "mem_tnt_a4764f2ff7a08c7d8dae83b3891516592f4b7eb732e6e4e645a235b8aa04138f_object",
+    "instance_id": "mem_tnt_a4764f2ff7a08c7d8dae83b3891516592f4b7eb732e6e4e645a235b8aa04138f",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_a4764f2ff7a08c7d8dae83b3891516592f4b7eb732e6e4e645a235b8aa04138f.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a classical-style monument situated in a park setting. The monument features a white marble base with multiple tiers and steps, supporting four fluted columns that form an open-air, columned structure. Within this structure is a bronze seated statue of a figure, centrally positioned. An inscription panel is visible on the front face of the base, and decorative sculptural elements, including a spire and winged figures, adorn the top. The camera moves around the monument, capturing it from various angles and distances, highlighting its geometric integrity and texture fidelity. The surrounding environment includes grassy areas, trees, and pathways, with lighting conditions changing throughout the video, from overcast to sunlit scenes."
+        ],
+        "level_2": [
+          "At the beginning, the video focuses on the lower portion of the monument, revealing its white marble base with tiered steps. The camera slowly tilts upward, unveiling the four fluted columns and the bronze seated statue within the open-air structure. The inscription panel on the base becomes visible as the camera continues to ascend. In the middle, the camera pans around the monument, showing the decorative sculptural elements at the top, including a spire and winged figures. The surrounding park environment, with its green grass, trees, and pathways, is consistently present. Toward the end, the video captures the monument from a higher angle, emphasizing its full height and the interplay of light and shadow on its surface, with the sky transitioning from overcast to clearer, sunlit conditions.",
+          "In the first third, the video begins with a close-up of the monument's base, gradually moving upwards to reveal the intricate details of the white marble structure and the bronze statue. The middle section shows the camera circling the monument, providing a comprehensive view of its design, including the inscription panel and the ornate top decorations. The final third focuses on the upper part of the monument, capturing the spire and winged figures against the sky, with the surrounding park landscape framing the scene. The lighting shifts subtly, enhancing the textures and contours of the monument.",
+          "The video starts by focusing on the lower steps and base of the monument, highlighting the white marble construction and the inscription panel. As the camera moves upward, the four fluted columns and the central bronze statue come into view, showcasing the monument's classical design. The middle part of the video captures the monument from various angles, emphasizing the decorative elements at the top and the surrounding park environment. In the final third, the camera ascends further, presenting a full view of the monument against the sky, with the lighting conditions changing to reflect different times of day."
+        ],
+        "level_3": [
+          "The video opens with a close-up of the monument's base, focusing on the white marble steps and the inscription panel. The camera slowly tilts upward, revealing the four fluted columns and the bronze seated statue within the open-air structure. The initial frames capture the monument from a low angle, emphasizing its grandeur and the detailed craftsmanship of the marble.",
+          "As the video progresses, the camera begins to pan around the monument, providing a 360-degree view of its design. The middle frames highlight the decorative sculptural elements at the top, including the spire and winged figures, while also showcasing the surrounding park environment with its lush greenery and pathways. The lighting remains consistent, with a mix of overcast and sunlit conditions.",
+          "In the next segment, the camera continues to circle the monument, focusing on the upper sections and the intricate details of the sculptures. The frames capture the monument from various angles, emphasizing its geometric integrity and the texture of the marble. The background remains a serene park setting, with trees and pathways visible throughout.",
+          "Toward the end of this segment, the camera ascends to capture the full height of the monument, showcasing the spire and winged figures against the sky. The lighting shifts to a brighter, sunlit condition, highlighting the monument's details and creating dynamic shadows. The surrounding park environment remains a constant backdrop, adding to the overall composition.",
+          "The final segment focuses on the monument from a high angle, capturing the interplay of light and shadow on its surface. The camera then moves to a lower angle, providing a comprehensive view of the entire monument against the sky. The video concludes with a wide shot of the monument in its entirety, framed by the park's greenery and pathways, under varying lighting conditions."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the monument retain its white marble color and bronze statue appearance throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the initial viewpoint after panning around the monument, does the monument appear identical to its original state?",
+          "options": [
+            "A. Completely identical",
+            "B. Slightly different due to lighting",
+            "C. Noticeably altered",
+            "D. Unrecognizable"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the key visual features (columns, statue, inscription) consistently visible and recognizable from all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "If the video looped back to the starting frame, would the monument look exactly the same as it did at the beginning?",
+          "options": [
+            "A. Yes, pixel-for-pixel identical",
+            "B. Visually identical but with minor lighting differences",
+            "C. Different due to occlusion",
+            "D. Unidentifiable"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the monument's identity remain consistent even when partially obscured by trees or other elements in the background?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the monument's structure appear geometrically consistent when viewed from the front versus the side?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When the camera tilts up to show the top of the monument, does the spire and winged figures maintain their correct proportions and spatial relationships?",
+          "options": [
+            "A. Perfectly maintained",
+            "B. Slightly distorted",
+            "C. Noticeably warped",
+            "D. Unrecognizable"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is there any apparent stretching or compression of the monument's form as the camera moves closer or farther away?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "How does the monument's geometry appear when viewed from directly below compared to a frontal view?",
+          "options": [
+            "A. Identical",
+            "B. Slightly foreshortened",
+            "C. Significantly distorted",
+            "D. Unrecognizable"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the monument's base, columns, and statue maintain their relative positions and shapes throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Is the text on the inscription panel legible from the front view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When the camera is close to the base, are the fine details of the marble texture and the bronze statue's surface clearly visible?",
+          "options": [
+            "A. Very clear",
+            "B. Somewhat clear",
+            "C. Blurred",
+            "D. Not visible"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the lighting change cause any loss of detail in the monument's textures?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "When the sun is behind the monument creating a silhouette, are the general shapes and forms still discernible?",
+          "options": [
+            "A. Fully discernible",
+            "B. Partially discernible",
+            "C. Barely discernible",
+            "D. Not discernible"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Are the decorative elements like the wreath medallion and winged figures at the top consistently detailed and sharp?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When viewing the monument from the side, is the correct side of the structure shown, not a mirrored or incorrect face?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "From a low-angle shot looking up, is the statue's posture and orientation semantically correct (e.g., sitting position remains consistent)?",
+          "options": [
+            "A. Perfectly correct",
+            "B. Slightly incorrect",
+            "C. Noticeably incorrect",
+            "D. Unrecognizable"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "When the camera shows the top of the monument, are the figures and spire presented in a way that matches their expected semantic roles (e.g., a spire on top, not a base)?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "If the video were to show the back of the monument, would it display a semantically correct rear view (e.g., no faces on the back)?",
+          "options": [
+            "A. Yes, it would show the back",
+            "B. No, it wouldn't show the back",
+            "C. It would show a mirror image",
+            "D. It would show an incorrect front view"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Are the relative positions of the columns, statue, and top elements semantically correct from all angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the monument's shadow move realistically with the changing light conditions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "How does the monument appear under direct sunlight versus overcast lighting?",
+          "options": [
+            "A. Brighter and more contrasted",
+            "B. Softer and more muted",
+            "C. Identical in appearance",
+            "D. Distorted in shape"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Are there any reflections or lens artifacts that significantly alter the appearance of the monument?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "When the sun flares behind the monument, does it create a visually pleasing halo effect without obscuring the monument entirely?",
+          "options": [
+            "A. Yes, it creates a halo",
+            "B. No, it completely obscures the monument",
+            "C. It creates a glare but preserves form",
+            "D. It causes distortion"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Does the monument maintain a consistent presence in the frame despite camera movement?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the bronze seated statue maintain its identity when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:18.460728"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which element of the monument is consistently referenced across all segments?",
+          "options": [
+            "A. The red flag on top",
+            "B. The bronze seated statue",
+            "C. The blue sky",
+            "D. The moving crowd"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:18.460764"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Do the four fluted columns maintain their structural alignment throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:18.460776"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "What aspect of the monument must remain stable during camera motion?",
+          "options": [
+            "A. Color of the grass",
+            "B. Number of columns",
+            "C. Size of the trees",
+            "D. Sky brightness"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:18.460784"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Are intricate details like fluted columns visible under varying lighting conditions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:18.460791"
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "Which detail must be preserved in texture fidelity across segments?",
+          "options": [
+            "A. The color of the sky",
+            "B. The fluting on the columns",
+            "C. The number of pathways",
+            "D. The position of the sun"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:18.460797"
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Is the monument’s perspective consistent with real-world physics when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:18.460804"
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "Does the camera return to the initial view after completing a full rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:18.460816"
+        },
+        {
+          "question_id": "34",
+          "type": "binary",
+          "question": "Does the camera move vertically from base to spire while maintaining spatial coherence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:18.460824"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_a4764f2ff7a08c7d8dae83b3891516592f4b7eb732e6e4e645a235b8aa04138f_object"
+  },
+  {
+    "task_id": "mem_tnt_244802e503a003b212b2da2e7e2265cc15a97b19ec1933487096f94417132017_object",
+    "instance_id": "mem_tnt_244802e503a003b212b2da2e7e2265cc15a97b19ec1933487096f94417132017",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_244802e503a003b212b2da2e7e2265cc15a97b19ec1933487096f94417132017.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A bronze statue of a seated man reading a book is the central focus of this video. The statue, with a greenish patina in its crevices, depicts a male figure in classical robes, holding an open book on his lap and sitting on a rock-like base. The camera moves around the statue in a continuous orbit, providing various perspectives from front to back and side angles. The statue is located in a circular stone fountain plaza surrounded by lush green grass, mature trees, and vibrant flowering beds. As the camera circles, the lighting highlights the intricate textures of the statue's surface, including the detailed folds of the robes and any inscriptions on the base. The background features a large, elegant building with multiple windows and a tiled roof, partially obscured by the surrounding greenery. The video maintains a consistent focus on the statue, ensuring its identity, geometric integrity, and texture fidelity are preserved throughout the dynamic camera movement."
+        ],
+        "level_2": [
+          "The video opens with a view of a bronze statue of a seated man reading a book, positioned in a circular stone fountain plaza. The statue, characterized by its greenish patina and classical robes, is the focal point as the camera begins to move around it. In the first third, the camera approaches the statue from a frontal perspective, gradually circling to the right, revealing more of the surrounding environment, including the well-manicured lawn, flowering beds, and the large building in the background. The lighting accentuates the statue's textured surface and the details of its attire.",
+          "As the video progresses into the middle third, the camera continues its orbit around the statue, now showing it from the rear and side angles. The statue's geometric integrity is maintained, with no apparent distortion or warping. The viewer can observe the intricate details of the book in the man's hands and the sculpted folds of his robes. The background remains consistent, with the green grass, trees, and flowering beds framing the scene, while the large building provides a stately backdrop. The camera movement is smooth, ensuring a seamless transition between different viewpoints.",
+          "In the final third of the video, the camera completes its orbit around the statue, returning to a frontal view similar to the opening shot. The focus remains on the statue's identity persistence, with all key features—its seated posture, the book on its lap, and the rock-like base—remaining clearly visible. The video concludes with a comprehensive view of the statue, emphasizing its texture fidelity and semantic correctness from all angles. The surrounding environment, including the circular stone plaza, green grass, and flowering beds, remains a constant, enhancing the serene and contemplative atmosphere of the scene."
+        ],
+        "level_3": [
+          "At the beginning of the video, the camera presents a frontal view of the bronze statue of a seated man reading a book. The statue, with its greenish patina and classical robes, is situated in a circular stone fountain plaza. The surrounding area is lush with green grass, mature trees, and colorful flowering beds. The camera starts to move slowly to the right, beginning to reveal the side profile of the statue and the elegant building in the background, which features multiple windows and a tiled roof.",
+          "As the video transitions into the 20-40% segment, the camera continues its smooth orbit around the statue, now showing it from a side angle. The intricate details of the statue's robes and the open book on its lap become more apparent. The background remains consistent, with the green grass, trees, and flowering beds providing a picturesque setting. The camera movement is steady, ensuring that the statue's geometric integrity is preserved, and the viewer can appreciate the fine textures of the bronze material.",
+          "In the 40-60% segment, the camera moves further around the statue, transitioning from the side to the rear view. The statue's back is now visible, showcasing the detailed sculpting of the robes and the overall form of the seated figure. The circular stone fountain plaza is still prominent, and the surrounding greenery continues to frame the scene beautifully. The large building in the background remains partially obscured by the trees, adding depth to the composition. The camera's movement is fluid, maintaining a clear and consistent focus on the statue.",
+          "As the video progresses into the 60-80% segment, the camera begins to move back towards the front of the statue, completing its orbit. The viewer is once again presented with a frontal view of the statue, similar to the opening shot. The intricate details of the statue's face, the book in its hands, and the rock-like base are clearly visible. The surrounding environment, including the circular stone plaza, green grass, and flowering beds, remains unchanged, providing a cohesive and serene setting.",
+          "In the final 80-100% segment, the camera continues its slow orbit around the statue, now focusing on the base and the circular stone fountain plaza. The intricate details of the statue's base, including any inscriptions, are highlighted. The camera then moves slightly closer to the statue, providing a more detailed view of the bronze material and the greenish patina in the crevices. The video concludes with a comprehensive view of the statue, emphasizing its identity persistence, geometric integrity, and texture fidelity from all angles, while the serene garden setting remains a constant backdrop."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the statue retain its overall shape and form identity when viewed from the front versus the back?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the initial framing (0 seconds-1 seconds), does the statue appear identical to how it was first seen?",
+          "options": [
+            "A. Clearly different",
+            "B. Slightly different",
+            "C. Mostly identical",
+            "D. Exactly the same"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the key features (seated pose, book, facial features) consistently visible and recognizable from all angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "If the video looped back to the beginning, would a viewer be able to identify the statue as the same object shown throughout?",
+          "options": [
+            "A. Definitely not",
+            "B. Probably not",
+            "C. Probably yes",
+            "D. Definitely yes"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the statue's bronze material and patina remain consistent across all camera angles and distances?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the statue's torso and limbs appear proportionally correct from all viewing angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When viewing the statue from directly behind, are the folds of the robe and the posture semantically correct?",
+          "options": [
+            "A. Incorrect (e.g., front view shown)",
+            "B. Partially correct",
+            "C. Mostly correct",
+            "D. Perfectly correct"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is there any noticeable distortion or warping of the statue's form when the camera is close-up?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "From the side profile view, does the statue's geometry (e.g., leg position, arm placement) match what is seen from the front?",
+          "options": [
+            "A. Completely mismatched",
+            "B. Somewhat mismatched",
+            "C. Mostly matched",
+            "D. Perfectly matched"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the circular base of the fountain appear distorted or warped at any point in the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Are the fine details of the book's pages visible when viewed up close?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "Does the greenish patina in the crevices of the statue remain consistent across different lighting conditions and angles?",
+          "options": [
+            "A. Strongly inconsistent",
+            "B. Moderately inconsistent",
+            "C. Mostly consistent",
+            "D. Perfectly consistent"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Can individual letters on the plaque at the base of the statue be discerned in close-up shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "When comparing the texture of the robe in the wide shot to a close-up, is the detail preserved?",
+          "options": [
+            "A. Lost completely",
+            "B. Slightly reduced",
+            "C. Mostly retained",
+            "D. Fully retained"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Are the shadows cast by the statue's folds and contours consistent with its 3D form across different camera positions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When viewing the statue from the rear, is the back of the head and robe shown, not the front face?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "From a low-angle shot looking up at the statue, is the top of the head and the back of the robe visible?",
+          "options": [
+            "A. Front face",
+            "B. Side profile",
+            "C. Back view",
+            "D. Top view"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Is the book always held in a natural, readable position regardless of the viewing angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "When the camera is positioned to the left of the statue, is the left side of the body and robe shown?",
+          "options": [
+            "A. Right side",
+            "B. Left side",
+            "C. Front",
+            "D. Back"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Does the statue's posture (seated, legs crossed, book on lap) remain semantically consistent from all viewpoints?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Were there any moments where parts of the statue were occluded by other objects in the scene?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "If a part of the statue was temporarily hidden, would its reappearance show consistent texture and color?",
+          "options": [
+            "A. Yes",
+            "B. No",
+            "C. Maybe",
+            "D. Not applicable"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Was there any instance of the statue being partially hidden and then fully revealed again?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "Could occlusion recovery be tested in this video?",
+          "options": [
+            "A. Yes",
+            "B. No",
+            "C. Partially",
+            "D. Not enough information"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Did the video show the statue re-entering the frame after being out of view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Is the statue's shadow cast consistently on the ground relative to its position?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Does the statue appear to be physically stable and unmoving throughout the video?",
+          "options": [
+            "A. Frequently moving",
+            "B. Occasionally moving",
+            "C. Mostly stable",
+            "D. Completely static"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Are the surrounding elements (grass, flowers, buildings) consistently in focus while the statue is in focus?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "How would you rate the overall visual coherence of the statue presentation across all camera movements?",
+          "options": [
+            "A. Very incoherent",
+            "B. Somewhat incoherent",
+            "C. Mostly coherent",
+            "D. Perfectly coherent"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Is there any evidence of digital artifacts or inconsistencies in the rendering of the statue?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "31",
+          "type": "binary",
+          "question": "Does the statue maintain its identity as a seated man reading a book throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:38.332258"
+        },
+        {
+          "question_id": "32",
+          "type": "multiple_choice",
+          "question": "Which attribute of the statue remains unchanged across all camera angles?",
+          "options": [
+            "A. Its posture",
+            "B. Its color",
+            "C. Its location",
+            "D. Its material"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:38.332294"
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "Is the statue's shape preserved without warping during the camera movement?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:38.332306"
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "What aspect of the statue must remain stable during the orbit?",
+          "options": [
+            "A. Color",
+            "B. Size",
+            "C. Shape",
+            "D. Position"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:38.332313"
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "Are the intricate textures of the statue, such as the patina and robe folds, visible throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:38.332321"
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "Which visual detail is specifically mentioned as needing consistency?",
+          "options": [
+            "A. Lighting",
+            "B. Patina",
+            "C. Background",
+            "D. Camera angle"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:38.332329"
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "Does the statue appear with an open book on its lap from all angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:38.332336"
+        },
+        {
+          "question_id": "38",
+          "type": "multiple_choice",
+          "question": "From which angle is the book most clearly visible?",
+          "options": [
+            "A. Rear",
+            "B. Side",
+            "C. Front",
+            "D. Top"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:38.332342"
+        },
+        {
+          "question_id": "39",
+          "type": "binary",
+          "question": "Does the camera complete a full horizontal orbit around the statue?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:38.332349"
+        },
+        {
+          "question_id": "40",
+          "type": "multiple_choice",
+          "question": "What happens at the end of the video regarding the camera position?",
+          "options": [
+            "A. It moves upward",
+            "B. It returns to the initial frontal view",
+            "C. It zooms in",
+            "D. It pans left"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:38.332355"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_244802e503a003b212b2da2e7e2265cc15a97b19ec1933487096f94417132017_object"
+  },
+  {
+    "task_id": "mem_tnt_a5630370d7039c78cc822dbd17a967711be3632bd2cdb43519eab8c2fa876144_spatial",
+    "instance_id": "mem_tnt_a5630370d7039c78cc822dbd17a967711be3632bd2cdb43519eab8c2fa876144",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_a5630370d7039c78cc822dbd17a967711be3632bd2cdb43519eab8c2fa876144.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "A camera performs a seamless 360-degree horizontal pan around an elegant, spacious room with intricate architectural details. The room features a patterned carpet, ornate ceiling with geometric designs, dark wood paneling, arched windows with draped curtains, and a prominent fireplace. Throughout the pan, the camera captures various angles of tables, chairs, and decorative elements such as modern spherical pendant lights and golden wall sconces, eventually returning to the original starting point without any drift or misalignment."
+        ],
+        "level_2": [
+          "The camera begins its pan on the left side of the room, showcasing a series of long tables with unique S-shaped tops and high-backed chairs. As it moves, the ornate ceiling with its detailed geometric patterns becomes more visible, along with the large arched windows draped in light-colored curtains. The focus shifts toward the back of the room, revealing the grand fireplace adorned with golden accents.",
+          "Continuing the pan, the camera moves past the fireplace and focuses on the right side of the room, highlighting the dark wood paneling and arched doorways. The middle section of the room is captured, showing round tables with matching chairs and the interplay of light from the windows and modern pendant lights hanging from the ceiling.",
+          "The final part of the pan returns to the left side of the room, capturing the initial tables and chairs once more. The camera completes its 360-degree loop, emphasizing the symmetry and balance of the room's design, with all elements aligning perfectly as it returns to the starting viewpoint."
+        ],
+        "level_3": [
+          "The video opens with a view of the left side of the room, featuring long tables with distinctive S-shaped tops and dark wooden chairs. The camera begins its smooth horizontal pan, moving towards the back of the room and capturing the ornate ceiling with its intricate geometric patterns and modern spherical pendant lights. The large arched windows with light-colored curtains are also visible, allowing natural light to filter into the space.",
+          "As the camera continues its pan, it moves past the fireplace, which is adorned with golden accents and set against the dark wood paneling. The focus shifts to the right side of the room, showcasing the arched doorways and additional seating arrangements, including round tables with matching chairs. The interplay of light from the windows and the pendant lights creates a warm ambiance throughout the room.",
+          "The pan progresses further, capturing the middle section of the room with its symmetrical layout of tables and chairs. The camera then moves towards the far end of the room, highlighting the consistent design elements such as the patterned carpet, dark wood paneling, and arched windows. The focus returns to the left side, bringing the viewer back to the initial tables and chairs.",
+          "The camera continues its seamless loop, moving past the fireplace once again and focusing on the right side of the room. The detailed woodwork and arched doorways are emphasized, along with the decorative elements like the golden wall sconces and modern pendant lights. The pan ensures that all angles of the room are captured, maintaining a smooth and continuous motion.",
+          "In the final segment, the camera completes its 360-degree pan by returning to the original starting point on the left side of the room. The entire sequence showcases the elegance and symmetry of the space, with the camera capturing every detail from multiple perspectives before settling back at the beginning, demonstrating excellent loop memory and alignment."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera perform a full 360-degree pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is there any noticeable drift when the camera returns to the starting point?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the walls and ceiling consistent in appearance when the camera completes the loop?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the lighting remain consistent throughout the pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are the tables and chairs consistently positioned relative to each other after the camera completes the loop?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "tnt_full_regen_with_compression",
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_a5630370d7039c78cc822dbd17a967711be3632bd2cdb43519eab8c2fa876144_spatial"
+  },
+  {
+    "task_id": "mem_tnt_6893f40dcebdc2fdddd025f89a8cfc754e4fbf4ce16d161f17af92a103b60bfc_spatial",
+    "instance_id": "mem_tnt_6893f40dcebdc2fdddd025f89a8cfc754e4fbf4ce16d161f17af92a103b60bfc",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_6893f40dcebdc2fdddd025f89a8cfc754e4fbf4ce16d161f17af92a103b60bfc.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "A camera smoothly moves forward along the central aisle of an empty auditorium, showcasing rows of patterned seats and a stage with a large screen. The camera then reverses direction, retracing its path back through the auditorium, re-entering previously viewed areas without any noticeable inconsistencies or distortions."
+        ],
+        "level_2": [
+          "The camera begins by moving forward down the central aisle of the auditorium, revealing rows of beige patterned seats and a stage at the far end with a large screen. As it progresses, the camera captures the symmetrical layout and lighting fixtures on the ceiling. It then reverses direction, smoothly retracing its path back towards the entrance, re-entering the same areas with consistent visual details.",
+          "Continuing from the previous segment, the camera continues its backward journey along the central aisle, passing by the rows of seats and the stage area. The movement is fluid, maintaining a steady pace as it retraces the path taken earlier. The camera captures the same details of the auditorium's interior, including the lighting and seating arrangement, ensuring a seamless transition back to the starting point.",
+          "As the camera completes its backward journey, it re-enters the initial areas of the auditorium, confirming the smoothness of the path retracing. The final part of this segment shows the camera approaching the starting point, with the familiar view of the stage and seating arrangement coming into focus once again. The overall movement remains consistent, providing a cohesive visual experience."
+        ],
+        "level_3": [
+          "The camera starts its journey by moving forward along the central aisle of the auditorium, capturing the rows of beige patterned seats and the stage at the far end. The initial view highlights the symmetrical layout and the lighting fixtures on the ceiling, setting the stage for the exploration of the space.",
+          "As the camera continues its forward movement, it passes by the rows of seats, providing a closer look at the individual chairs and their arrangement. The stage area becomes more prominent, with the large screen and podium visible. The camera's steady pace allows for a detailed observation of the auditorium's interior design and features.",
+          "The camera reaches the stage area, offering a comprehensive view of the front of the auditorium. The large screen and podium are clearly visible, and the camera captures the details of the stage setup. The lighting fixtures on the ceiling are also in focus, emphasizing the well-lit environment of the auditorium.",
+          "Having reached the stage, the camera begins its reverse journey, retracing its path back along the central aisle. The movement is smooth and consistent, capturing the same details of the seating arrangement and lighting fixtures as it moves backward. The stage area is revisited, providing a familiar perspective of the front of the auditorium.",
+          "The camera continues its backward journey, passing by the rows of seats once again. The symmetrical layout and lighting fixtures are captured in detail, ensuring a seamless transition back to the starting point. The final part of this segment shows the camera approaching the entrance, with the familiar view of the stage and seating arrangement coming into focus."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera move forward along the central aisle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the camera reverse direction and retrace its path?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the re-entry into previously viewed areas smooth?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Are there any noticeable inconsistencies or distortions when the camera retraces its path?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the camera exhibit good path retracing memory?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "tnt_full_regen_with_compression",
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_6893f40dcebdc2fdddd025f89a8cfc754e4fbf4ce16d161f17af92a103b60bfc_spatial"
+  },
+  {
+    "task_id": "mem_tnt_88d372e8fdd3bf9ff3f3165e627d8e178998fc2481c48402178bda80a087ad21_object",
+    "instance_id": "mem_tnt_88d372e8fdd3bf9ff3f3165e627d8e178998fc2481c48402178bda80a087ad21",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_88d372e8fdd3bf9ff3f3165e627d8e178998fc2481c48402178bda80a087ad21.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A vibrant yellow Caterpillar 950F wheel loader is showcased in a dry, grassy field under a clear blue sky. The video captures the machine from multiple angles as it slowly turns in place, allowing viewers to see its detailed features. The loader's large front bucket with teeth, massive dual rear tires with deep treads, and Caterpillar-branded cabin with large windows are prominently displayed. The CAT logo and model number '950F' are visible on the side, along with an 'O Nelson & Son Construction' sticker containing contact information. The camera smoothly orbits around the stationary loader, maintaining focus on its consistent identity, geometric integrity, and texture fidelity throughout the sequence."
+        ],
+        "level_2": [
+          "The video opens with a close-up of the yellow Caterpillar 950F wheel loader in a dry, open field surrounded by trees. The camera pans around the machine as it begins to rotate slowly, revealing its side profile. The loader's large front bucket with teeth, dual rear tires with deep treads, and the cabin with large windows come into view. The CAT logo, model number '950F', and the O Nelson & Son Construction sticker are clearly visible on the side. The scene is set under a bright blue sky, emphasizing the machine's vibrant yellow paint and black and red accents.",
+          "As the loader continues its slow rotation, the camera focuses on the rear and side sections, highlighting the massive dual rear tires and the Caterpillar-branded cabin. The large front bucket remains prominent, showcasing its robust construction and teeth. The O Nelson & Son Construction sticker is still visible, providing contact details. The background of dry grass and trees remains consistent, with the clear blue sky overhead. The camera movement is smooth, ensuring all key features of the loader are captured from various angles.",
+          "In the final third of the video, the loader completes its rotation, bringing the front of the machine back into view. The camera captures the front bucket, wheels, and cabin from multiple perspectives, emphasizing the machine's overall design and build quality. The CAT logo and model number '950F' are once again visible, reinforcing the loader's identity. The surrounding environment of dry grass, scattered trees, and a clear blue sky provides a natural backdrop, highlighting the loader's presence in the field."
+        ],
+        "level_3": [
+          "The video begins with a close-up shot of the yellow Caterpillar 950F wheel loader positioned in a dry, grassy field. The camera starts by focusing on the front of the machine, capturing the large bucket with its sharp teeth and the massive front tires. The loader's vibrant yellow paint, accented with black and red, is highlighted against the backdrop of a clear blue sky. The CAT logo and model number '950F' are visible on the side, along with the O Nelson & Son Construction sticker. The loader remains stationary as the camera begins to pan around it.",
+          "As the camera continues to move, it reveals the side profile of the Caterpillar 950F, showcasing the large cabin with its expansive windows and the dual rear tires with deep treads. The smooth panning motion allows for a detailed view of the machine's structure and components. The O Nelson & Son Construction sticker remains in view, providing contact information. The surrounding environment of dry grass and trees is consistently visible, with the clear blue sky overhead. The loader begins a slow rotation, preparing to reveal more of its features.",
+          "The camera now focuses on the rear section of the loader as it continues its rotation. The massive dual rear tires and the Caterpillar-branded cabin are prominently displayed, with the large front bucket still visible from the side. The O Nelson & Son Construction sticker is still present, adding a touch of branding. The loader's slow movement allows for a comprehensive view of its rear and side profiles. The background of dry grass, scattered trees, and a clear blue sky remains consistent, providing a natural setting for the machine.",
+          "As the loader completes its rotation, the camera captures the front of the machine once again, emphasizing the large bucket and the massive front tires. The CAT logo and model number '950F' are clearly visible, reinforcing the loader's identity. The O Nelson & Son Construction sticker is still in view, providing contact details. The surrounding environment of dry grass, scattered trees, and a clear blue sky remains consistent, highlighting the loader's presence in the field. The camera movement is smooth, ensuring all key features are captured from various angles.",
+          "In the final segment, the camera provides a detailed view of the loader's front and side, capturing the intricate details of the bucket, tires, and cabin. The vibrant yellow paint, accented with black and red, is highlighted against the backdrop of a clear blue sky. The CAT logo and model number '950F' are prominently displayed, along with the O Nelson & Son Construction sticker. The loader remains stationary, allowing for a thorough examination of its design and build quality. The surrounding environment of dry grass, scattered trees, and a clear blue sky provides a natural and serene setting for the machine."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the wheel loader maintain its primary yellow color throughout the video without any noticeable fading or discoloration?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "When the camera moves from the front-left to the rear-right of the loader, how consistent is the overall shape and structure of the machine?",
+          "options": [
+            "A. Completely unrecognizable due to distortion",
+            "B. Slightly altered but mostly recognizable",
+            "C. Highly consistent and fully recognizable",
+            "D. Only partially visible due to occlusion"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the 'CAT 950F' model designation consistently visible and legible from all major viewing angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "During the pan from front to back, does the loader appear to have any parts that change in appearance or detach?",
+          "options": [
+            "A. Yes, the bucket detaches",
+            "B. Yes, the cabin shifts position",
+            "C. No, all parts remain fixed and consistent",
+            "D. The object disappears and reappears"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "When the camera returns to the initial front-left view at the end of the video, does the loader appear identical to how it looked at the beginning?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the wheel loader's geometric structure (e.g., the relative size and position of the cabin, bucket, and wheels) remain stable and proportional throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "As the camera circles the loader, are there any instances where the object appears stretched, compressed, or warped?",
+          "options": [
+            "A. Yes, the cabin appears stretched vertically",
+            "B. Yes, the bucket seems compressed horizontally",
+            "C. No, the object maintains its correct proportions",
+            "D. The object's geometry is only visible from one angle"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are the large dual rear tires always shown with the same circular shape and tread pattern, regardless of the camera angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "When viewed from directly behind, does the loader's width and height appear consistent with its front view?",
+          "options": [
+            "A. Significantly wider",
+            "B. Slightly narrower",
+            "C. Approximately the same",
+            "D. Impossible to compare"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the loader's overall silhouette maintain a consistent form when transitioning between left, right, front, and back views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Is the 'CAT' logo on the side of the loader consistently sharp and clear from all angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "How consistent is the legibility of the 'O Nelson & Son Construction' sticker across different camera positions?",
+          "options": [
+            "A. Always perfectly legible",
+            "B. Mostly legible, some minor blurring at extreme angles",
+            "C. Often blurry or unreadable",
+            "D. Never visible"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Do the fine details of the tire treads and the metallic sheen on the bucket teeth remain visible and consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "When the camera is very close to the front bucket, are the individual teeth and their attachment points clearly visible and consistent with wider shots?",
+          "options": [
+            "A. Not visible at all",
+            "B. Slightly less detailed",
+            "C. Equally detailed",
+            "D. Overly magnified and distorted"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Is the glossy finish on the cabin windows and the matte finish on the body panels maintained consistently across all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When viewed from the rear, is the smokestack correctly positioned on the right side of the vehicle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "From the front view, is the cabin positioned above the front axle and the bucket below it, maintaining a logical and correct spatial hierarchy?",
+          "options": [
+            "A. No, the cabin is below the bucket",
+            "B. No, the bucket is above the cabin",
+            "C. Yes, the arrangement is correct",
+            "D. The front view is impossible to determine"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Is the 'CAT 950F' model number always oriented horizontally when viewed from the side?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "When the camera shows the loader from the front-left, is the driver's seat visible through the windshield, indicating a correct front-facing view?",
+          "options": [
+            "A. No, the view is from the back",
+            "B. No, the view is from the side",
+            "C. Yes, the driver's seat is visible",
+            "D. The windshield is opaque"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Are the large dual rear tires always shown as being part of the rear axle, never appearing as front wheels?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Were any parts of the wheel loader occluded by other objects or the ground during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "If a part of the loader was occluded, would its reappearance show consistent texture and color?",
+          "options": [
+            "A. Yes, it would be consistent",
+            "B. Possibly, depending on lighting",
+            "C. No, it might show artifacts",
+            "D. The question is irrelevant"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Is there any instance where a previously hidden part of the loader becomes visible again?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "How consistent is the visibility of the loader's left-side features (e.g., side mirrors, steps) throughout the video?",
+          "options": [
+            "A. Never visible",
+            "B. Occasionally visible",
+            "C. Frequently visible",
+            "D. Always visible"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Does the loader's right-side appearance (including the smokestack) remain consistent when it comes back into view after being on the left side?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the Caterpillar 950F wheel loader maintain its identity throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:15.779549"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which identifier remains visible on the loader throughout the video?",
+          "options": [
+            "A. CAT logo and model number '950F'",
+            "B. Only the front bucket",
+            "C. The camera angle",
+            "D. The sky color"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:15.779581"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Do the loader's tires maintain their shape and tread pattern during rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:15.779593"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "What part of the loader must retain its structural integrity during the camera's orbit?",
+          "options": [
+            "A. The front bucket with teeth",
+            "B. The camera path",
+            "C. The sky",
+            "D. The trees in the background"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:15.779601"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Are the loader's paint colors and accents consistent across all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:15.779608"
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "Which feature demonstrates high texture fidelity in the video?",
+          "options": [
+            "A. The deep treads on the rear tires",
+            "B. The camera movement",
+            "C. The sky",
+            "D. The grass field"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:15.779615"
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Does the camera return to a view similar to the starting position after completing the rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:15.779622"
+        },
+        {
+          "question_id": "33",
+          "type": "multiple_choice",
+          "question": "What kind of camera motion is described in the video?",
+          "options": [
+            "A. Horizontal 360-degree orbit",
+            "B. Vertical tilt",
+            "C. Zoom-in only",
+            "D. Random panning"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:15.779628"
+        },
+        {
+          "question_id": "34",
+          "type": "binary",
+          "question": "Does the background remain consistent when the camera returns to earlier positions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:15.779635"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_88d372e8fdd3bf9ff3f3165e627d8e178998fc2481c48402178bda80a087ad21_object"
+  },
+  {
+    "task_id": "mem_tnt_15d42cee734662bf8471fa3ead0266b2e0ffc015a980be20d4aee17b727c70e0_object",
+    "instance_id": "mem_tnt_15d42cee734662bf8471fa3ead0266b2e0ffc015a980be20d4aee17b727c70e0",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_15d42cee734662bf8471fa3ead0266b2e0ffc015a980be20d4aee17b727c70e0.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video presents a comprehensive exploration of an ornate, historic courtroom interior. The space is characterized by its grand architectural details, including a large, circular stained-glass dome ceiling that bathes the room in colorful light. The walls are adorned with classical-style portraits and framed landscape paintings, while the floor is covered in a rich red patterned carpet. Dark wooden benches and tables line the room, with green upholstered chairs positioned at the front for key participants. American and state flags stand prominently near the judge's bench, which is elevated and features intricate woodwork. The camera moves smoothly throughout the space, capturing various perspectives of the courtroom from different angles, showcasing the consistency of the object's identity, geometric integrity, texture fidelity, and semantic correctness."
+        ],
+        "level_2": [
+          "The video begins with a sweeping view of the courtroom, focusing on the rows of dark wooden benches with green upholstered chairs arranged neatly on the red patterned carpet. The camera pans across the room, revealing the ornate ceiling with elaborate chandeliers and a large, circular stained-glass dome that serves as the centerpiece. As the camera moves, it captures the detailed woodwork of the judge's bench, the American and state flags, and the classical portraits on the walls. The middle section continues to explore the courtroom from various angles, emphasizing the geometric integrity and texture fidelity of the surfaces, such as the polished wood and intricate ceiling designs.",
+          "In the middle portion of the video, the camera focuses on the back of the courtroom, highlighting the rows of empty wooden benches and the red carpet. The movement shifts to the left side of the room, showcasing a wooden display cabinet and a series of windows with white blinds. The camera then ascends to capture the detailed patterns of the stained-glass dome ceiling, emphasizing the vibrant colors and floral motifs. The focus returns to the front of the courtroom, where the judge's bench and the two flags are prominently displayed, maintaining the consistent theme of the courtroom's grandeur and historical significance.",
+          "Toward the end of the video, the camera provides a closer look at the judge's bench and the surrounding area, including the green upholstered chair and the American flag. The perspective shifts to the right side of the courtroom, revealing more of the wooden benches and the red carpet. The camera then moves upward again to capture the stained-glass dome ceiling, highlighting the intricate details and the play of light through the glass. The final scenes return to the front of the courtroom, offering a comprehensive view of the entire space, reinforcing the consistency and coherence of the courtroom's design and features."
+        ],
+        "level_3": [
+          "The video opens with a wide shot of the courtroom, showcasing the rows of dark wooden benches with green upholstered chairs set against the backdrop of a red patterned carpet. The camera pans to the right, revealing the ornate ceiling with elaborate chandeliers and a large, circular stained-glass dome that dominates the space. The initial frames also capture the judge's bench, the American and state flags, and the classical portraits on the walls, setting the stage for the detailed exploration of the courtroom's architecture and furnishings.",
+          "As the video progresses, the camera moves to the left side of the courtroom, focusing on a wooden display cabinet and a series of windows with white blinds. The movement continues upward, capturing the intricate patterns of the stained-glass dome ceiling, emphasizing the vibrant colors and floral motifs. The camera then shifts to the front of the courtroom, providing a closer view of the judge's bench and the two flags, maintaining the consistent theme of the courtroom's grandeur and historical significance.",
+          "In the third segment, the camera explores the back of the courtroom, highlighting the rows of empty wooden benches and the red carpet. The perspective shifts to the left side of the room, showcasing a wooden display cabinet and a series of windows with white blinds. The camera then ascends to capture the detailed patterns of the stained-glass dome ceiling, emphasizing the intricate details and the play of light through the glass. The focus returns to the front of the courtroom, where the judge's bench and the two flags are prominently displayed, reinforcing the consistent theme of the courtroom's design and features.",
+          "The fourth segment continues with a closer look at the judge's bench and the surrounding area, including the green upholstered chair and the American flag. The perspective shifts to the right side of the courtroom, revealing more of the wooden benches and the red carpet. The camera then moves upward again to capture the stained-glass dome ceiling, highlighting the intricate details and the play of light through the glass. The final scenes return to the front of the courtroom, offering a comprehensive view of the entire space, reinforcing the consistency and coherence of the courtroom's design and features.",
+          "In the final segment, the camera provides a sweeping view of the courtroom from different angles, capturing the rows of dark wooden benches with green upholstered chairs arranged neatly on the red patterned carpet. The camera pans across the room, revealing the ornate ceiling with elaborate chandeliers and a large, circular stained-glass dome that serves as the centerpiece. The video concludes with a focus on the judge's bench, the American and state flags, and the classical portraits on the walls, emphasizing the consistent theme of the courtroom's grandeur and historical significance."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the American flag maintain its identity (color, design, position) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "When viewed from different angles, does the green upholstery on the chairs appear consistently in color and texture?",
+          "options": [
+            "A. Always matches exactly",
+            "B. Shows minor variations due to lighting",
+            "C. Changes significantly between views",
+            "D. Cannot be determined"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the portraits on the walls recognizable as the same images when viewed from different parts of the room?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the appearance of the red carpet's pattern change as the camera angle shifts?",
+          "options": [
+            "A. It becomes blurred or distorted",
+            "B. The pattern remains perfectly clear and consistent",
+            "C. It appears slightly stretched or compressed",
+            "D. It disappears entirely from view"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the ornate wooden judge's bench consistently visible and identifiable from all camera perspectives?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Do the lines of the wooden benches and railings appear straight and proportionate from all angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When viewing the ceiling's ornate moldings, do they retain their intended geometric shapes (e.g., no unexpected curves or bends)?",
+          "options": [
+            "A. Yes, perfectly intact",
+            "B. Slight distortions are visible",
+            "C. Significant warping occurs",
+            "D. Cannot be determined"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is the oval shape of the stained-glass dome preserved accurately in all camera views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "Does the perspective of the windows and their shutters remain geometrically correct, without noticeable foreshortening or skewing?",
+          "options": [
+            "A. Perfectly correct",
+            "B. Minor perspective shifts are present",
+            "C. Significant geometric distortion occurs",
+            "D. Cannot be determined"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are the proportions of the chandeliers consistent across different camera distances and angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Are the fine details in the stained-glass dome's patterns (e.g., floral motifs, colored sections) consistently sharp and clear?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "How does the texture of the red carpet appear when viewed up close versus from a distance?",
+          "options": [
+            "A. Up close it's very detailed, from a distance it's smooth",
+            "B. It remains equally detailed at all distances",
+            "C. From a distance it loses most of its texture",
+            "D. Cannot be determined"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Do the portraits on the walls retain their visual clarity and detail when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "When examining the wood grain on the benches and tables, is it consistently visible and well-defined?",
+          "options": [
+            "A. Always clearly visible",
+            "B. Visible but less defined from certain angles",
+            "C. Not visible at all",
+            "D. Cannot be determined"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Are the intricate designs on the chandeliers (e.g., metalwork, glass panels) consistently rendered with high fidelity?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When viewing the judge's bench from behind, does it appear as expected (e.g., showing the backrest and no front-facing details)?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "From the side view of the jury box, are the individual seats and their arrangement semantically correct and recognizable?",
+          "options": [
+            "A. Fully correct and recognizable",
+            "B. Somewhat correct but less clear",
+            "C. Incorrectly represented",
+            "D. Cannot be determined"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are the flags (American and state) always shown in their standard upright orientation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "When viewing the courtroom from the balcony, is the spatial layout semantically correct (e.g., audience below, judge's bench at the front)?",
+          "options": [
+            "A. Perfectly correct",
+            "B. Minor discrepancies exist",
+            "C. Significant semantic errors occur",
+            "D. Cannot be determined"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Are the portraits on the walls always shown in their correct orientation (not upside down or sideways)?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the lighting on the stained-glass dome remain consistent in terms of brightness and color temperature throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "How does the overall ambiance of the courtroom (e.g., formality, historical feel) change as the camera moves through different areas?",
+          "options": [
+            "A. It remains constant and cohesive",
+            "B. It varies significantly between areas",
+            "C. It becomes more modern in some views",
+            "D. It cannot be determined"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Are the relative positions of major elements (e.g., judge's bench, jury box, audience seating) semantically correct and stable across all views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "When comparing the initial view of the courtroom to the final view, is the overall composition and layout of the space semantically identical?",
+          "options": [
+            "A. Exactly identical",
+            "B. Very similar with minor differences",
+            "C. Significantly different",
+            "D. Cannot be determined"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Does the video maintain a consistent level of detail and resolution across all camera movements and angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the judge's bench maintain its identity throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:23.537725"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which object is repeatedly referenced across all five segments?",
+          "options": [
+            "A. Wooden display cabinet",
+            "B. Stained-glass dome",
+            "C. Green upholstered chair",
+            "D. White blinds"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:23.537757"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Is the stained-glass dome described as having consistent shape and structure across different camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:23.537769"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "What aspect of the dome is emphasized in multiple segments?",
+          "options": [
+            "A. Color changes",
+            "B. Floral motifs",
+            "C. Irregular shape",
+            "D. Rotating motion"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:23.537776"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Are the textures of the red carpet and wooden benches described as consistent across segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:23.537784"
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "Which detail is explicitly mentioned as requiring fidelity?",
+          "options": [
+            "A. Flag colors",
+            "B. Carpet patterns",
+            "C. Chair brand",
+            "D. Window size"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:23.537790"
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Does the camera return to the front of the courtroom after exploring other areas?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:23.537797"
+        },
+        {
+          "question_id": "33",
+          "type": "multiple_choice",
+          "question": "Which camera behavior is implied by the repeated focus on the judge's bench?",
+          "options": [
+            "A. Horizontal loop",
+            "B. Path retracing",
+            "C. Vertical tilt",
+            "D. Zoom out"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:23.537803"
+        },
+        {
+          "question_id": "34",
+          "type": "binary",
+          "question": "Are background elements like the red carpet and benches shown consistently when revisited?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:23.537811"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_15d42cee734662bf8471fa3ead0266b2e0ffc015a980be20d4aee17b727c70e0_object"
+  },
+  {
+    "task_id": "mem_tnt_99869de4c05e3f558d74b51a7ffed9b1aab2f51cfc1e302f4be78756ea77b85b_spatial",
+    "instance_id": "mem_tnt_99869de4c05e3f558d74b51a7ffed9b1aab2f51cfc1e302f4be78756ea77b85b",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_99869de4c05e3f558d74b51a7ffed9b1aab2f51cfc1e302f4be78756ea77b85b.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a full 360-degree horizontal pan around a beige building with a dark gray roof, situated in a park-like setting with green grass, trees, and picnic tables. The camera movement is smooth and continuous, returning to the initial viewpoint at the end, creating a seamless loop with no drift or misalignment in the background objects."
+        ],
+        "level_2": [
+          "The video begins with a view of the side of a beige building with a dark gray roof, featuring a small overhang and a window with green shutters. As the camera pans horizontally, it reveals a gravel area with several concrete picnic tables and a young tree. The surrounding environment includes green grass and trees.",
+          "Continuing the pan, the camera moves around the building, showing a garage door covered by a lattice panel and a brown door adjacent to it. The background remains consistent with greenery and residential houses visible in the distance. The camera maintains a steady pace, ensuring a smooth transition between views.",
+          "The final part of the pan reveals the front of the building, which has an open section displaying two restroom doors with visible signage. The structure is supported by wooden beams under a gabled roof. The camera completes its loop, returning to the starting point with the same initial view of the building's side."
+        ],
+        "level_3": [
+          "The video opens with a side view of a beige building with a dark gray roof, showcasing a small overhang and a window with green shutters. The camera begins its horizontal pan, revealing a gravel area with concrete picnic tables and a young tree, set against a backdrop of green grass and trees.",
+          "As the camera continues its pan, it moves around the building, capturing a garage door covered by a lattice panel and a brown door next to it. The surrounding area includes more greenery and residential houses in the distance, maintaining a consistent park-like atmosphere.",
+          "The pan progresses to show the front of the building, which features an open section with two restroom doors marked by signage. The structure is supported by wooden beams under a gabled roof. The camera smoothly transitions, keeping the background elements aligned and unchanged.",
+          "The camera continues its horizontal loop, moving past the lattice-covered garage door and the brown door, providing a comprehensive view of the building's exterior. The surrounding greenery and distant houses remain visible, contributing to the serene park setting.",
+          "Finally, the camera completes its 360-degree pan, returning to the initial viewpoint of the building's side. The seamless loop ensures that the starting and ending frames are identical, with no noticeable drift or misalignment in the background objects, effectively demonstrating precise camera motion tracking."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera perform a full 360-degree pan around the building?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the initial view identical to the final view after the camera completes the loop?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are there any noticeable shifts or misalignments in the background objects after the camera completes the loop?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the video show consistent alignment of the main building throughout the camera's movement?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is there evidence of smooth and continuous camera motion during the horizontal loop?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "tnt_full_regen_with_compression",
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_99869de4c05e3f558d74b51a7ffed9b1aab2f51cfc1e302f4be78756ea77b85b_spatial"
+  },
+  {
+    "task_id": "mem_tnt_4917553f77bf46830cbc3ef9a6f6aea706f13c0938c5c828ae6670bf79045857_object",
+    "instance_id": "mem_tnt_4917553f77bf46830cbc3ef9a6f6aea706f13c0938c5c828ae6670bf79045857",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_4917553f77bf46830cbc3ef9a6f6aea706f13c0938c5c828ae6670bf79045857.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases the Santa Cruz Surfing Museum building and its attached lighthouse structure, captured from various angles and distances. The museum is constructed from red brick with white trim around the windows and doors, and features a white lighthouse tower with black railings at the top. An American flag flies on a pole adjacent to the building. The roof of the museum has solar panels installed. Surfboards are displayed near the entrance, which has a sign reading 'Santa Cruz Surfing Museum' above the door. Throughout the video, the camera moves around the object, providing close-ups of the brick texture, the lighthouse details, and wider shots that include the surrounding area, such as a parking lot with cars, a grassy area, and the ocean in the background. The lighting is bright and sunny, with clear blue skies, and the sun occasionally creates lens flares in the footage."
+        ],
+        "level_2": [
+          "The video begins with a wide shot of the Santa Cruz Surfing Museum and its lighthouse, highlighting the red brick construction, white trim, and the American flag. The camera then moves closer to focus on the lighthouse tower, showing its white exterior and black railing. As the video progresses, the camera pans around the building, revealing the solar panels on the roof and the surfboards displayed near the entrance. The middle section includes views of the parking lot filled with cars and the grassy area surrounding the museum. Toward the end, the camera captures the ocean in the background and shows people walking near the building, emphasizing the museum's coastal location.",
+          "In the second third of the video, the focus shifts to different perspectives of the Santa Cruz Surfing Museum. The camera starts by capturing the side of the building, showing the intricate brickwork and the small windows with white frames. It then moves to the front, where the entrance with the 'Santa Cruz Surfing Museum' sign is prominently displayed. The lighthouse tower is shown again, this time from a slightly different angle, emphasizing its height and the railing around the top. The video continues with shots of the parking lot and the ocean, providing context for the museum's location.",
+          "The final third of the video provides a comprehensive view of the Santa Cruz Surfing Museum and its surroundings. The camera captures the building from various angles, including close-ups of the brick walls and the lighthouse tower. The American flag is seen waving in the breeze, and the solar panels on the roof are highlighted. The video concludes with wide shots of the museum, showing the parking lot, the grassy area, and the ocean in the distance. People are seen walking near the building, adding a sense of scale and activity to the scene."
+        ],
+        "level_3": [
+          "The video opens with a panoramic view of the Santa Cruz Surfing Museum and its lighthouse, showcasing the red brick structure with white trim and the American flag flying high. The camera slowly pans around the building, capturing the details of the lighthouse tower and the surfboards displayed near the entrance. The initial shots are taken during bright daylight, with the sun creating lens flares as it shines directly into the camera.",
+          "As the video progresses, the camera moves closer to the museum, focusing on the side of the building and the intricate brickwork. The lighthouse tower is shown from different angles, highlighting its white exterior and the black railing at the top. The camera then pans to the front of the museum, where the entrance with the 'Santa Cruz Surfing Museum' sign is clearly visible. The solar panels on the roof are also captured in detail.",
+          "The middle part of the video transitions to a broader view of the museum's surroundings. The camera captures the parking lot filled with cars and the grassy area adjacent to the building. The ocean is visible in the background, providing a scenic coastal backdrop. The video then focuses on the lighthouse tower once more, showing it from a higher angle and emphasizing its height and prominence.",
+          "In the latter part of the video, the camera moves around the museum, capturing the side and back views. The intricate details of the brick walls and the small windows with white frames are highlighted. The video then shifts to the front of the museum, where people are seen walking near the entrance. The American flag is shown waving in the breeze, and the ocean remains a constant presence in the background.",
+          "The video concludes with a series of wide shots that encompass the entire Santa Cruz Surfing Museum and its surroundings. The camera captures the building from various angles, including the lighthouse tower, the entrance, and the solar panels on the roof. The final shots show the museum in relation to the parking lot, the grassy area, and the ocean, providing a comprehensive view of the location. The American flag continues to wave in the wind, and the sun creates lens flares as it shines brightly in the sky."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the red brick color of the building remain consistent across all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How does the appearance of the American flag change as the camera angle shifts?",
+          "options": [
+            "A. It remains fully visible and unchanged",
+            "B. It becomes partially obscured by the lighthouse",
+            "C. It appears smaller and further away",
+            "D. It changes color due to lighting"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the surfboards displayed near the entrance consistently visible in all shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "When viewed from directly below, how is the text 'Santa Cruz Surfing Museum' still legible?",
+          "options": [
+            "A. It is upside down but readable",
+            "B. It is mirrored and unreadable",
+            "C. It is at a skewed angle but identifiable",
+            "D. It is not visible from this angle"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Do the solar panels on the roof maintain their appearance and position relative to the building across different shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Is the rectangular shape of the building maintained consistently across all camera movements?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "How does the perspective distortion of the lighthouse change as the camera moves closer?",
+          "options": [
+            "A. It becomes more pronounced, showing a wider base",
+            "B. It remains perfectly straight with no distortion",
+            "C. It appears slightly narrower at the top",
+            "D. It shows a fisheye effect due to close proximity"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are the right angles of the building's corners consistently sharp and well-defined?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What happens to the perceived height of the lighthouse when viewed from very low angles?",
+          "options": [
+            "A. It appears shorter than it is",
+            "B. It appears disproportionately tall",
+            "C. It maintains its actual proportions",
+            "D. It disappears from view"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the circular shape of the lighthouse's lantern room appear distorted when viewed from an angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Are the individual bricks on the building's walls consistently detailed and distinguishable?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "How does the texture of the wooden benches compare to the brick wall in terms of detail retention?",
+          "options": [
+            "A. The wooden benches are less detailed",
+            "B. The brick wall is less detailed",
+            "C. Both have equal detail retention",
+            "D. Neither shows clear texture"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Are the fine details of the window grilles consistently sharp across all camera distances?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "What happens to the texture of the American flag when it's shown in the distance?",
+          "options": [
+            "A. It becomes pixelated and loses detail",
+            "B. It remains crisp and detailed",
+            "C. It appears blurred but recognizable",
+            "D. It disappears completely"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Do the solar panels retain their grid-like texture and reflective quality when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When viewing the side of the building, is the 'Santa Cruz Surfing Museum' sign correctly oriented and readable?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "How is the orientation of the American flag when viewed from behind?",
+          "options": [
+            "A. It shows the reverse side with stars on the left",
+            "B. It shows the front side with stars on the right",
+            "C. It is not visible from this angle",
+            "D. It appears sideways"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Is the lighthouse's lantern room always shown with its windows facing the viewer when appropriate?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "What is the correct semantic orientation of the surfboards when viewed from the side of the building?",
+          "options": [
+            "A. They are standing upright",
+            "B. They are lying flat against the wall",
+            "C. They are angled towards the entrance",
+            "D. They are horizontal and parallel to the ground"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "When the camera looks up at the lighthouse, is the top of the structure correctly represented as being above the base?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "When the lighthouse is partially occluded by the tree, does the visible portion match exactly when the tree moves out of the way?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "How does the visibility of the 'Santa Cruz Surfing Museum' sign change when occluded by the flagpole?",
+          "options": [
+            "A. It is completely hidden and then reappears fully",
+            "B. It is partially visible and then fully reappears",
+            "C. It is never visible when occluded",
+            "D. It appears distorted when re-emerging"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Are the details on the surfboards consistent before and after they are hidden behind the building corner?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "What happens to the view of the lighthouse's balcony railing when it's momentarily blocked by the flagpole?",
+          "options": [
+            "A. It is not visible at all during occlusion",
+            "B. It is partially visible and then fully reappears",
+            "C. It appears differently when re-occurring",
+            "D. It is replaced by another structure"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "When the camera moves around the corner of the building, do previously hidden parts of the brick wall appear with the same texture and color?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the museum's red brick exterior remain consistent across all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:51.444555"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which feature of the museum is consistently referenced across all segments?",
+          "options": [
+            "A. Blue roof tiles",
+            "B. Red brick with white trim",
+            "C. Wooden facade",
+            "D. Glass dome"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:51.444591"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Are detailed close-ups of the brickwork shown in multiple segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:51.444604"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "Which detail requires consistent texture rendering across views?",
+          "options": [
+            "A. Color of the sky",
+            "B. Brick pattern",
+            "C. Flag position",
+            "D. Car models"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:51.444611"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Is the lighthouse consistently positioned adjacent to the main building in all views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:51.444618"
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "From which angle is the 'Santa Cruz Surfing Museum' sign most prominently displayed?",
+          "options": [
+            "A. Side view",
+            "B. Back view",
+            "C. Front view",
+            "D. Top-down view"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:51.444625"
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Does the video include a full rotation around the museum?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:51.444632"
+        },
+        {
+          "question_id": "33",
+          "type": "multiple_choice",
+          "question": "What must be preserved when the camera completes a full rotation?",
+          "options": [
+            "A. Only the sun position",
+            "B. The entire scene configuration",
+            "C. Only the flag movement",
+            "D. Only the car count"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:51.444638"
+        },
+        {
+          "question_id": "34",
+          "type": "binary",
+          "question": "Does the ocean remain visible in multiple segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:51.444646"
+        },
+        {
+          "question_id": "35",
+          "type": "multiple_choice",
+          "question": "Which background element must stay consistent when revisited?",
+          "options": [
+            "A. Cloud formation",
+            "B. Parking lot layout",
+            "C. Flag color",
+            "D. Camera angle"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:51.444652"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_4917553f77bf46830cbc3ef9a6f6aea706f13c0938c5c828ae6670bf79045857_object"
+  },
+  {
+    "task_id": "mem_tnt_79b74782cc704f9e6608549e44015e34d5768e8cc047db690a788b827e84f6de_spatial",
+    "instance_id": "mem_tnt_79b74782cc704f9e6608549e44015e34d5768e8cc047db690a788b827e84f6de",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_79b74782cc704f9e6608549e44015e34d5768e8cc047db690a788b827e84f6de.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "A camera smoothly pans around a playground, capturing various pieces of equipment and the surrounding area. The pan completes a full horizontal loop, returning to the original framing with a seamless transition back to the starting point."
+        ],
+        "level_2": [
+          "The camera begins by panning left, showcasing the initial playground equipment, including slides and climbing structures, set against a backdrop of residential houses and tall trees. As it continues, the view expands to include more of the playground's perimeter and additional seating areas.",
+          "Moving further around the playground, the camera captures the central play structure from different angles, highlighting its multiple slides and interactive elements. The surrounding greenery and benches become more prominent as the pan progresses.",
+          "The final part of the pan reveals the playground's outer edges, including more seating options and a clear view of the adjacent park area. The camera smoothly transitions back to the starting point, completing the loop with a cohesive and continuous shot."
+        ],
+        "level_3": [
+          "The camera starts with a leftward pan, focusing on the initial playground equipment such as slides and climbing frames. Residential houses and tall trees form the background, while a pathway and rocks are visible in the foreground.",
+          "As the pan continues, the camera moves past the central play structure, revealing more of the playground's layout. Additional seating areas and a broader view of the surrounding greenery come into focus.",
+          "The camera then shifts to capture the right side of the playground, showing more benches and a glimpse of the park beyond. The pan begins to curve back towards the starting point, maintaining a smooth and continuous motion.",
+          "Approaching the end of the loop, the camera focuses on the outer edges of the playground, including more seating options and a clear view of the adjacent park area. The transition back to the starting point begins, ensuring a seamless return to the original framing.",
+          "Finally, the camera completes the horizontal pan, returning to the initial framing. The entire sequence showcases the playground from multiple angles, with a smooth and continuous motion that highlights both the equipment and the surrounding environment."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera perform a horizontal pan around the playground?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the camera return to its original framing after panning?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is there a smooth transition back to the starting point?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Are there any abrupt changes in the camera's position during the pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the camera maintain consistent speed throughout the pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "tnt_full_regen_with_compression",
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_79b74782cc704f9e6608549e44015e34d5768e8cc047db690a788b827e84f6de_spatial"
+  },
+  {
+    "task_id": "mem_tnt_1a5e108074f33f006cf0feeaf343ca72253f8fe7be2d43c0a97e7c71026294f1_spatial",
+    "instance_id": "mem_tnt_1a5e108074f33f006cf0feeaf343ca72253f8fe7be2d43c0a97e7c71026294f1",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_1a5e108074f33f006cf0feeaf343ca72253f8fe7be2d43c0a97e7c71026294f1.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a detailed exploration of a military tank displayed inside a large hangar. The camera moves around the tank, capturing its front, sides, and rear, highlighting features such as the turret, tracks, and various equipment mounted on its body. The tank remains the central focus throughout, with its distinct military design consistently recognizable. The background reveals other tanks and military vehicles, emphasizing the setting as a museum or storage facility for armored vehicles."
+        ],
+        "level_2": [
+          "The video begins with a close-up view of the front of the military tank, focusing on its grille and identification plates. The camera then pans to the right, revealing the side profile of the tank, showcasing its tracks and wheels. As the exploration continues, the rear of the tank is shown, highlighting additional details such as storage compartments and equipment. The setting is a spacious hangar with red structural beams and other tanks visible in the background.",
+          "Moving further along the tank, the camera captures the turret and main gun, providing a detailed look at the weapon system. The middle section of the video focuses on the mid-body of the tank, displaying the intricate details of the armor plating and various hatches. The background remains consistent, showing the hangar environment with other military vehicles and equipment scattered around.",
+          "The final part of the video provides a comprehensive view of the tank from different angles, including close-ups of the tracks and wheels. The camera then returns to the front of the tank, completing the circular tour. The video concludes with a wide shot of the tank within the hangar, surrounded by other military vehicles, reinforcing the setting as a museum or storage facility."
+        ],
+        "level_3": [
+          "The video opens with a close-up of the tank's front, focusing on the grille and identification plates. The camera slowly pans to the right, beginning to reveal the side profile of the tank and its tracks. The initial frames set the stage by establishing the tank as the primary subject within the hangar setting.",
+          "As the camera continues to move, it captures the side of the tank, highlighting the wheels and tracks in detail. The exploration progresses towards the rear of the tank, showcasing additional features such as storage compartments and mounted equipment. The background starts to become more visible, showing other tanks and military vehicles in the hangar.",
+          "The middle segment of the video focuses on the turret and main gun of the tank, providing a detailed view of the weapon system. The camera then moves along the mid-body of the tank, displaying the armor plating and various hatches. The consistent presence of the hangar environment with red beams and other vehicles in the background maintains the context of the setting.",
+          "The latter part of the video captures the rear and side views of the tank, emphasizing the intricate details of the tracks and wheels. The camera then returns to the front of the tank, completing the circular tour. The background remains filled with other military vehicles, reinforcing the museum or storage facility setting.",
+          "The video concludes with a wide shot of the tank within the hangar, surrounded by other military vehicles. The camera provides a final comprehensive view of the tank from different angles, ensuring that all key features are highlighted. The consistent focus on the tank and the detailed exploration of its components effectively convey the main subject's identity and features throughout the video."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the main object maintain its identity throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Are there any instances where the main object appears to transform into a different type of vehicle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "tnt_full_regen_with_compression",
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_1a5e108074f33f006cf0feeaf343ca72253f8fe7be2d43c0a97e7c71026294f1_spatial"
+  },
+  {
+    "task_id": "mem_tnt_0b199d304a74f9c3d2003c36f68bbf95fa52d9983fd2275bdae66a61e23d49d5_object",
+    "instance_id": "mem_tnt_0b199d304a74f9c3d2003c36f68bbf95fa52d9983fd2275bdae66a61e23d49d5",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_0b199d304a74f9c3d2003c36f68bbf95fa52d9983fd2275bdae66a61e23d49d5.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a detailed exploration of a camouflaged military tank, specifically a Pz IV Ausf. H variant, marked with the red number '501' and a black cross insignia. The tank is displayed in a large indoor hangar with high ceilings and ample natural light streaming through windows. The camera moves smoothly around the tank, capturing its intricate details from various angles—starting from the side view highlighting the six large road wheels and track system, transitioning to the front to show the hull and turret, then moving to the rear to reveal the engine deck and exhausts. The camouflage paint pattern, consisting of greens, browns, and tans, remains consistent throughout, with fine details like rivets, hatches, antennas, and mounted equipment clearly visible. The video ensures identity persistence, geometric integrity, texture fidelity, semantic correctness, and occlusion recovery as the tank is viewed from all perspectives."
+        ],
+        "level_2": [
+          "The video begins with a side view of the camouflaged Pz IV Ausf. H tank, emphasizing its six large road wheels, track system, and the red number '501' on the turret. The camera slowly pans around the tank, revealing its front hull and turret, showcasing the black cross insignia and various mounted equipment. As the camera continues to move, it captures the rear of the tank, displaying the engine deck and exhaust systems. The indoor hangar setting provides a spacious backdrop with natural light illuminating the tank's intricate details and complex surface textures.",
+          "In the middle portion of the video, the focus shifts to the front and rear views of the tank. The front view highlights the hull's design, the main gun barrel, and the black cross insignia on both the hull and turret. The camera then moves to the rear, showing the engine deck, exhaust pipes, and additional mounted equipment. The consistent camouflage pattern and fine details such as rivets and hatches are maintained throughout, ensuring geometric integrity and texture fidelity. The spacious hangar environment allows for clear visibility of these features.",
+          "Toward the end, the video provides a comprehensive overview of the tank from multiple angles, including close-ups of the side, front, and rear. The side view emphasizes the track system and road wheels, while the front and rear views showcase the hull, turret, and engine deck respectively. The red number '501' and black cross insignia remain prominent, and the camera captures the tank's complex surface textures and mounting details. The video concludes with a final side view, reinforcing the tank's identity and structural consistency within the hangar setting."
+        ],
+        "level_3": [
+          "The video opens with a side view of the camouflaged Pz IV Ausf. H tank, focusing on its six large road wheels and track system. The red number '501' is clearly visible on the turret, and the black cross insignia can be seen on the hull. The camera begins to pan around the tank, gradually revealing more of its structure and details.",
+          "As the camera continues to move, it transitions to the front view of the tank, highlighting the hull's design, the main gun barrel, and the black cross insignia. The intricate details of the mounted equipment and the camouflage pattern are captured in detail. The camera then starts to move toward the rear of the tank, showing the engine deck and exhaust systems.",
+          "The middle section of the video focuses on the rear view of the tank, providing a clear look at the engine deck, exhaust pipes, and additional mounted equipment. The consistent camouflage pattern and fine details such as rivets and hatches are maintained, ensuring geometric integrity and texture fidelity. The spacious hangar environment allows for clear visibility of these features.",
+          "In the latter part of the video, the camera captures close-up views of the tank from the front and rear, emphasizing the hull's design, the main gun barrel, and the engine deck. The red number '501' and black cross insignia remain prominent, and the camera highlights the tank's complex surface textures and mounting details. The video ensures semantic correctness by presenting the tank from all necessary angles.",
+          "The video concludes with a final side view of the tank, reinforcing its identity and structural consistency within the hangar setting. The camera captures the intricate details of the track system and road wheels, ensuring identity persistence and texture fidelity. The spacious hangar environment provides a fitting backdrop for the detailed exploration of this military tank."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the tank's overall camouflage color scheme remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the initial left-side view of the tank, does the red '501' number appear in the same position and color as at the start?",
+          "options": [
+            "A. It appears slightly faded",
+            "B. It is in a different location",
+            "C. It looks identical",
+            "D. It has changed color"
+          ],
+          "answer": "C.",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the black cross insignias visible on both the front and rear views of the tank?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "During the pan from front to rear, does the tank's silhouette and general shape remain geometrically consistent without any apparent变形 or stretching?",
+          "options": [
+            "A. Yes, perfectly consistent",
+            "B. Slight distortion is visible",
+            "C. The shape changes significantly",
+            "D. Inconsistent due to occlusion"
+          ],
+          "answer": "A.",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "After the camera moves away and then back to the side profile, is the tank's appearance identical to the first time this angle was shown?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the tank's six-wheel configuration remain constant and correctly proportioned in all views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Is the relationship between the turret and the hull maintained consistently, with no apparent misalignment or rotation issues?",
+          "options": [
+            "A. Always aligned",
+            "B. Occasionally misaligned",
+            "C. Frequently rotated incorrectly",
+            "D. Severely distorted"
+          ],
+          "answer": "A.",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Do the track links and road wheels maintain their correct spacing and alignment throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "When viewing the tank from directly behind, are the exhaust pipes and rear fenders geometrically stable and undistorted?",
+          "options": [
+            "A. Perfectly stable",
+            "B. Slightly warped",
+            "C. Moderately distorted",
+            "D. Severely deformed"
+          ],
+          "answer": "A.",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the tank's overall length-to-width ratio appear consistent across all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Are the individual camouflage patches (greens, browns, tans) clearly defined and consistent in their shapes and boundaries across all views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "How does the sharpness of the red '501' number change as the camera moves from close-up to wider shots?",
+          "options": [
+            "A. It becomes significantly blurrier",
+            "B. It remains sharp at all distances",
+            "C. It loses some detail but stays legible",
+            "D. It is only clear in certain angles"
+          ],
+          "answer": "C.",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Are the black cross insignias consistently crisp and well-defined in all lighting conditions and angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Does the texture of the metal tracks and road wheels show consistent wear and tear patterns throughout the video?",
+          "options": [
+            "A. Completely uniform wear",
+            "B. Slight variations due to lighting",
+            "C. Noticeable inconsistencies in wear patterns",
+            "D. Severe inconsistency in texture"
+          ],
+          "answer": "B.",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Are small details like the hatch covers, antennas, and equipment mounts on the tank's exterior consistently visible and unchanged in appearance?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When viewing the tank from the front, does it show the characteristic sloped front plate and main gun barrel, semantically representing the front of a tank?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "From the rear view, is the engine deck, exhaust stacks, and return rollers correctly represented semantically?",
+          "options": [
+            "A. Fully correct",
+            "B. Partially correct",
+            "C. Incorrectly represented",
+            "D. Not visible at all"
+          ],
+          "answer": "A.",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Does the side view correctly show the length of the hull, the road wheels, and the track running along the side?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "When the camera is positioned above and looking down on the turret, are the hatches and top-mounted equipment semantically correct for that viewpoint?",
+          "options": [
+            "A. Perfectly correct",
+            "B. Slightly off",
+            "C. Misrepresented",
+            "D. Unrecognizable"
+          ],
+          "answer": "A.",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Are there any instances where a part of the tank is shown from an incorrect or impossible angle (e.g., seeing the inside of the hull from the outside)?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "When the tank's rear section comes back into view after being out of frame, do the exhaust stacks and rear fenders look exactly as they did before?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "After the camera pans past the front of the tank and returns to the side, is the red '501' number visible again in the same condition as before?",
+          "options": [
+            "A. Identical appearance",
+            "B. Slightly less vibrant",
+            "C. Different position",
+            "D. Missing entirely"
+          ],
+          "answer": "A.",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the camouflage pattern on the side of the tank maintain its continuity and alignment when the camera moves from one side to the other and back?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "When the tank's front right road wheel comes back into view after being obscured, is its appearance (color, wear) consistent with previous views?",
+          "options": [
+            "A. Perfectly consistent",
+            "B. Slightly different due to lighting",
+            "C. Noticeably altered",
+            "D. Unrecognizable"
+          ],
+          "answer": "A.",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Are the details on the turret, such as the main gun barrel and hatches, consistent in appearance when they re-enter the frame from different directions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the red number '501' remain visible on the turret throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:43.670215"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the requirement for the tank's identity in the video?",
+          "options": [
+            "A. The tank should appear as different models in each segment",
+            "B. The tank's markings must be consistently visible across all angles",
+            "C. The tank should change color patterns over time",
+            "D. The tank should disappear and reappear with new features"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:43.670251"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Are the six large road wheels consistently shown from all sides of the tank?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:43.670266"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "What is essential for maintaining geometric integrity in the tank’s representation?",
+          "options": [
+            "A. Changing the number of road wheels based on camera angle",
+            "B. Preserving the correct shape and structure of the hull and turret",
+            "C. Adding fictional components like extra turrets",
+            "D. Altering the size of the main gun barrel in different views"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:43.670273"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Are the camouflage paint patterns (greens, browns, tans) consistent across all views of the tank?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:43.670281"
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "Which detail demonstrates the need for texture fidelity?",
+          "options": [
+            "A. The tank changes its color scheme every 10 seconds",
+            "B. The visibility of rivets and hatches across multiple angles",
+            "C. The tank becomes transparent in certain lighting",
+            "D. The exhaust pipes disappear in rear view"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:43.670288"
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Does the video begin and end with a side view of the tank?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:43.670308"
+        },
+        {
+          "question_id": "33",
+          "type": "multiple_choice",
+          "question": "What must be preserved for horizontal loop memory to be successful?",
+          "options": [
+            "A. The tank’s appearance must differ at the start and end",
+            "B. The camera path must return to the exact initial viewpoint",
+            "C. The lighting should dim at the end",
+            "D. The background must change"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:43.670314"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_0b199d304a74f9c3d2003c36f68bbf95fa52d9983fd2275bdae66a61e23d49d5_object"
+  },
+  {
+    "task_id": "mem_tnt_c377e6c6722ada96fe40ab147f9fee05963e9cc40b9e6cdc51dd48e788f2e0d1_object",
+    "instance_id": "mem_tnt_c377e6c6722ada96fe40ab147f9fee05963e9cc40b9e6cdc51dd48e788f2e0d1",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_c377e6c6722ada96fe40ab147f9fee05963e9cc40b9e6cdc51dd48e788f2e0d1.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "An object-centric video showcasing a vintage blue flatbed truck parked on a city sidewalk. The truck features sky-blue paint with visible rust and chipped areas, wooden slat sides on the flatbed, white-rimmed wheels with black tires, and a logo on the door reading 'SAN PEDRO SQUARE MARKET' with a house graphic. The camera moves around the truck in a continuous orbit, capturing it from various angles—front, side, rear, and three-quarter views—while maintaining focus on the vehicle's details. The background includes urban elements such as trees, street lamps, outdoor seating with yellow umbrellas, and a modern building facade. The lighting is natural daylight, highlighting the textures of the truck's weathered surface."
+        ],
+        "level_2": [
+          "At the beginning, the video presents a side view of the vintage blue flatbed truck, emphasizing its wooden slat sides and rusted blue paint. The camera slowly pans around the truck, revealing the front grille and headlights, which show signs of age-related wear. In the middle section, the focus shifts to the rear of the truck, displaying the tailgate and license plate area, while also capturing the surrounding urban environment with tables and chairs set up for an outdoor café. Toward the end, the camera returns to the front of the truck, providing a detailed look at the 'SAN PEDRO SQUARE MARKET' logo and the overall condition of the vehicle's exterior.",
+          "The video starts with a close-up of the truck's side, highlighting the contrast between the faded blue paint and the dark wooden bed. As the camera moves forward, it captures the front of the truck, focusing on the worn-out grille and headlights. Midway through, the perspective shifts to the rear, showing the tailgate and the license plate, with the background featuring a mix of greenery and urban structures. In the final part, the camera circles back to the front, offering a comprehensive view of the truck's branding and overall aesthetic.",
+          "Initially, the video frames the truck from a slightly elevated angle, showcasing the wooden bed and the side profile. The camera then transitions smoothly to the front, detailing the aged headlights and the iconic 'SAN PEDRO SQUARE MARKET' logo. As the video progresses, the rear of the truck comes into view, with the camera capturing the tail lights and the license plate. Finally, the camera completes its orbit by returning to the front, reinforcing the truck's vintage charm and its placement within the urban setting."
+        ],
+        "level_3": [
+          "The video opens with a side view of the vintage blue flatbed truck, focusing on the wooden slats of the bed and the rusted blue paint. The camera begins its movement by panning left, gradually revealing the front of the truck and its weathered grille. The initial 20% of the video sets the stage by establishing the truck's presence in the urban environment, with trees and outdoor seating visible in the background.",
+          "As the camera continues its orbit, it moves past the front of the truck, capturing the details of the headlights and the 'SAN PEDRO SQUARE MARKET' logo on the door. The next 20% of the video focuses on the transition from the front to the rear, with the camera tilting slightly upward to emphasize the height of the wooden bed. The background remains consistent, featuring the same urban elements but from different angles.",
+          "In the third segment, the camera reaches the rear of the truck, providing a clear view of the tailgate, license plate, and red tail lights. The surrounding area includes a glimpse of the street and additional buildings, adding depth to the scene. The camera then begins its return journey toward the front, maintaining a steady pace and keeping the truck centered in the frame.",
+          "The fourth segment brings the camera back to the front of the truck, where it lingers for a moment to highlight the details of the grille and the overall condition of the vehicle. The camera then pans slightly to the right, offering a three-quarter view that combines both the front and side perspectives. This part of the video reinforces the truck's vintage appeal and its integration into the urban landscape.",
+          "In the final 20%, the camera completes its full orbit around the truck, returning to the initial side view. The video concludes by reiterating the key visual features of the truck, such as the rusted paint, wooden bed, and branding, while also showcasing the consistency of the urban setting throughout the entire sequence."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the truck retain its fundamental blue color identity from start to finish?",
+          "options": [
+            "Yes",
+            "No",
+            "Only partially",
+            "It changes to another color"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How consistent is the overall shape of the truck across different camera angles?",
+          "options": [
+            "A. Perfectly consistent with no distortion",
+            "B. Generally consistent but with minor perspective changes",
+            "C. Somewhat inconsistent with noticeable变形",
+            "D. Highly inconsistent with major structural changes"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the wooden slats on the flatbed consistently visible and unchanged in structure throughout the video?",
+          "options": [
+            "Yes",
+            "No",
+            "Sometimes visible",
+            "They disappear and reappear"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Does the truck's logo ('SAN PEDRO SQUARE MARKET') remain legible and in the same relative position on the door across all views?",
+          "options": [
+            "A. Always legible and correctly positioned",
+            "B. Legible but shifts position slightly",
+            "C. Occasionally obscured or less clear",
+            "D. Never consistent in appearance"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is there any evidence of the truck changing its physical identity (e.g., parts appearing/disappearing) during the pan?",
+          "options": [
+            "Yes",
+            "No",
+            "Only in certain extreme angles",
+            "It happens but is corrected by the end"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the truck appear to maintain its correct proportions and geometric structure when viewed from the front compared to the side?",
+          "options": [
+            "Yes",
+            "No",
+            "Only approximately",
+            "It appears significantly warped"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When viewing the rear of the truck, does the flatbed's rectangular shape remain intact without apparent stretching or compression?",
+          "options": [
+            "A. Clearly intact",
+            "B. Slightly distorted",
+            "C. Moderately distorted",
+            "D. Severely distorted"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are the wheel shapes and their attachment to the chassis consistently represented across all camera angles?",
+          "options": [
+            "Yes",
+            "No",
+            "Only in some angles",
+            "They appear deformed in certain views"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "Does the truck's cab roofline and windshield shape appear consistent when transitioning from a side view to a front-three-quarter view?",
+          "options": [
+            "A. Perfectly consistent",
+            "B. Generally consistent with expected perspective change",
+            "C. Somewhat inconsistent",
+            "D. Highly inconsistent"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is there any visual evidence of the truck's body being stretched, compressed, or otherwise geometrically deformed during the camera movement?",
+          "options": [
+            "Yes",
+            "No",
+            "Only in the rear view",
+            "Only in the front view"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Are the rust patches and chipped paint on the truck's body consistently visible and sharp across all camera angles?",
+          "options": [
+            "Yes",
+            "No",
+            "Only in close-up shots",
+            "They are blurred or missing in most views"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "How well are the details of the wooden slats on the flatbed preserved when viewed from the side versus the rear?",
+          "options": [
+            "A. Equally sharp and detailed",
+            "B. Sharper on the side than the rear",
+            "C. Sharper on the rear than the side",
+            "D. Neither view shows detail clearly"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Is the texture of the white-painted grille and bumper consistently shown with the same level of wear and tear in both front and front-three-quarter views?",
+          "options": [
+            "Yes",
+            "No",
+            "Only in the direct front view",
+            "Only in the front-three-quarter view"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "When comparing the texture of the truck's paint in the initial side view to the final front view, how would you describe the consistency?",
+          "options": [
+            "A. Perfectly consistent in all details",
+            "B. Generally consistent but with slight differences due to angle",
+            "C. Somewhat inconsistent",
+            "D. Highly inconsistent"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Are the small details like the license plate text and the logo graphics consistently sharp and readable across all camera movements?",
+          "options": [
+            "Yes",
+            "No",
+            "Only in certain angles",
+            "They are never clear"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When viewing the rear of the truck, does it show the back of the vehicle with taillights and license plate, as expected?",
+          "options": [
+            "Yes",
+            "No",
+            "Only partially",
+            "It shows the front instead"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "As the camera moves from the side to the front, does the orientation of the truck's features (like the grille and headlights) change logically?",
+          "options": [
+            "A. Yes, they transition smoothly and logically",
+            "B. No, there's an illogical jump in orientation",
+            "C. Only sometimes do they transition logically",
+            "D. The orientation is always incorrect"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "When viewing the truck from the front, is the driver's side door visible and correctly oriented?",
+          "options": [
+            "Yes",
+            "No",
+            "Only in some front views",
+            "It's shown as the passenger side"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "Does the truck's logo and text ('SAN PEDRO SQUARE MARKET') maintain a consistent semantic orientation (not upside down or mirrored) across all views?",
+          "options": [
+            "A. Always consistent",
+            "B. Generally consistent",
+            "C. Sometimes inconsistent",
+            "D. Often inconsistent"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Are there any instances where a part of the truck is shown in an impossible or semantically incorrect way (e.g., a second front visible from the side)?",
+          "options": [
+            "Yes",
+            "No",
+            "Only in very distant views",
+            "Only in reflections"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the lighting on the truck appear consistent throughout the video, or does it change dramatically between shots?",
+          "options": [
+            "Yes, consistent",
+            "No, it changes noticeably",
+            "Only in certain angles",
+            "It's unpredictable"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "How would you rate the overall visual coherence of the truck's appearance across all camera movements?",
+          "options": [
+            "A. Excellent - everything looks perfectly integrated",
+            "B. Good - minor inconsistencies but mostly coherent",
+            "C. Fair - some noticeable issues",
+            "D. Poor - many problems with consistency"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Is there any evidence of digital artifacts (e.g., warping, ghosting, or unnatural blending) affecting the truck's appearance?",
+          "options": [
+            "Yes",
+            "No",
+            "Only in transitions between shots",
+            "Only in close-ups"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "When comparing the truck's appearance in the first few seconds to the last few seconds, how would you describe the consistency?",
+          "options": [
+            "A. Virtually identical",
+            "B. Very similar with only minor changes",
+            "C. Somewhat different",
+            "D. Significantly different"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Does the truck's shadow or interaction with the ground plane remain consistent with its 3D form and lighting conditions?",
+          "options": [
+            "Yes",
+            "No",
+            "Only in certain angles",
+            "It's inconsistent"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the vintage blue flatbed truck maintain its identity throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:52.388380"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which feature confirms the truck's identity persistence across segments?",
+          "options": [
+            "A. Color of the sky",
+            "B. 'SAN PEDRO SQUARE MARKET' logo",
+            "C. Changing background",
+            "D. Camera angle"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:52.388414"
+        },
+        {
+          "question_id": "28",
+          "type": "multiple_choice",
+          "question": "What aspect of the truck must stay consistent to preserve geometric integrity?",
+          "options": [
+            "A. Branding text color",
+            "B. Wheel alignment and body shape",
+            "C. Background lighting",
+            "D. Camera speed"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:52.388433"
+        },
+        {
+          "question_id": "29",
+          "type": "binary",
+          "question": "Are specific textures like rust and chipped paint mentioned as important visual details?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:52.388441"
+        },
+        {
+          "question_id": "30",
+          "type": "multiple_choice",
+          "question": "Which texture detail must remain consistent across all camera angles?",
+          "options": [
+            "A. Yellow umbrellas",
+            "B. Rust on the truck’s surface",
+            "C. Building facade",
+            "D. Camera path"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:52.388447"
+        },
+        {
+          "question_id": "31",
+          "type": "binary",
+          "question": "Does the video begin and end with the same side view of the truck?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:52.388454"
+        },
+        {
+          "question_id": "32",
+          "type": "multiple_choice",
+          "question": "What kind of camera motion is required for a complete horizontal loop?",
+          "options": [
+            "A. Zoom-in only",
+            "B. Vertical tilt",
+            "C. 360-degree orbit",
+            "D. Jump cut"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:52.388460"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_c377e6c6722ada96fe40ab147f9fee05963e9cc40b9e6cdc51dd48e788f2e0d1_object"
+  },
+  {
+    "task_id": "mem_tnt_5c230d78880b8c91f83954320759a4299ec025506ae677331c26e6220c455d3f_spatial",
+    "instance_id": "mem_tnt_5c230d78880b8c91f83954320759a4299ec025506ae677331c26e6220c455d3f",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_5c230d78880b8c91f83954320759a4299ec025506ae677331c26e6220c455d3f.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a bronze family statue situated in a circular brick plaza, surrounded by wooden benches and palm trees. The camera performs a smooth horizontal pan around the statue, capturing it from various angles while maintaining consistent background elements such as the modern building with glass windows and greenery. As the camera moves, it occasionally zooms in for closer views of the statue's details before returning to wider shots, ensuring spatial coherence and continuity throughout the exploration."
+        ],
+        "level_2": [
+          "At the beginning, the camera focuses on the bronze family statue from a frontal perspective, highlighting its intricate details and the inscription on its base. The surrounding environment includes a circular brick plaza, wooden benches, and a tall palm tree. In the middle, the camera pans horizontally around the statue, offering side and rear views while keeping the background buildings and greenery consistently visible. Toward the end, the camera retraces its path, revisiting earlier angles and zooming in slightly to emphasize specific features of the statue before concluding with a final wide shot."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a frontal view of the bronze family statue, showcasing its detailed craftsmanship and the inscription on its base. The surrounding area features a circular brick plaza, wooden benches, and a prominent palm tree, with a modern building visible in the background.",
+          "20-40%: The camera begins a slow horizontal pan to the right, revealing the side profile of the statue and providing a view of the wooden benches and greenery encircling the plaza. The background remains consistent, with the building and palm tree staying in frame.",
+          "40-60%: Continuing the pan, the camera moves further around the statue, capturing its rear view and emphasizing the flowing drapery of the figures' garments. The plaza's circular design and the evenly spaced benches become more apparent as the camera explores different perspectives.",
+          "60-80%: The camera starts to retrace its path, moving back toward the initial frontal view of the statue. It zooms in slightly to focus on the faces and hands of the figures, highlighting their emotional expressions before pulling back to a wider shot.",
+          "80-100%: In the final segment, the camera completes its near 360-degree loop, revisiting the original framing of the statue. It captures the full composition once more, ensuring that all spatial elements, including the plaza, benches, and background structures, remain visually consistent and coherent."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree horizontal rotation around the statue?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How many times does the camera revisit a previously seen angle within the first 20 seconds?",
+          "options": [
+            "Once",
+            "Twice",
+            "Three times",
+            "More than three times"
+          ],
+          "answer": "Twice",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the statue consistently framed in the same orientation when the camera returns to a prior viewpoint?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary direction of camera movement during the looping motion?",
+          "options": [
+            "Clockwise",
+            "Counter-clockwise",
+            "Random",
+            "Alternating"
+          ],
+          "answer": "Clockwise",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the camera maintain consistent lighting and shadow positioning on the statue across looped views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera return to the exact starting position and angle by the end of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "How does the final framing of the statue compare to the opening shot?",
+          "options": [
+            "Identical",
+            "Slightly different",
+            "Significantly different",
+            "Unrecognizable"
+          ],
+          "answer": "Slightly different",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are there any noticeable discrepancies in the statue's position relative to the surrounding benches between the start and end of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "Which segment shows the most significant deviation from previously seen camera paths?",
+          "options": [
+            "0 seconds-10 seconds",
+            "10 seconds-20 seconds",
+            "20 seconds-40 seconds",
+            "40 seconds-60 seconds"
+          ],
+          "answer": "40 seconds-60 seconds",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the camera exhibit smooth transitions when retracing its path?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Do the wooden benches and palm trees reappear in the same configuration after exiting the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "How consistent is the appearance of the modern building with glass windows when it re-enters the frame?",
+          "options": [
+            "Perfectly consistent",
+            "Slightly altered",
+            "Noticeably different",
+            "Unrecognizable"
+          ],
+          "answer": "Perfectly consistent",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Are the shadows cast by the palm trees on the ground consistent across different camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "What happens to the background foliage when the camera completes a full loop?",
+          "options": [
+            "It appears unchanged",
+            "It shifts slightly",
+            "It becomes blurred",
+            "It disappears entirely"
+          ],
+          "answer": "It appears unchanged",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Do the people walking in the background maintain consistent movement patterns when they re-enter the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Does the statue remain the central focus throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "How would you describe the overall camera movement style?",
+          "options": [
+            "Linear and straightforward",
+            "Chaotic and unpredictable",
+            "Exploratory and dynamic",
+            "Static and unchanging"
+          ],
+          "answer": "Exploratory and dynamic",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are there any abrupt changes in camera perspective that disrupt spatial continuity?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the camera's relationship to the statue?",
+          "options": [
+            "The camera orbits the statue at a fixed distance",
+            "The camera moves erratically around the statue",
+            "The camera maintains a consistent framing of the statue",
+            "The camera frequently loses sight of the statue"
+          ],
+          "answer": "The camera maintains a consistent framing of the statue",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Does the video demonstrate coherent spatial navigation around the main subject?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_5c230d78880b8c91f83954320759a4299ec025506ae677331c26e6220c455d3f_spatial"
+  },
+  {
+    "task_id": "mem_tnt_347b192573971cc541124018fe08d0198d80de2b7133ef1be6bf93a51771450e_spatial",
+    "instance_id": "mem_tnt_347b192573971cc541124018fe08d0198d80de2b7133ef1be6bf93a51771450e",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_347b192573971cc541124018fe08d0198d80de2b7133ef1be6bf93a51771450e.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a continuous, smooth circular camera movement around a bronze horse statue positioned on a beige pedestal in an outdoor plaza. The statue, depicted mid-rear with dynamic energy, is surrounded by a well-maintained environment featuring green lawns, palm trees, and a mix of modern and traditional buildings in the background. As the camera orbits the statue, various perspectives of the surrounding area are revealed, including a nearby street with moving cars and pedestrians, while maintaining consistent spatial relationships between the foreground statue and the background landmarks. The lighting suggests late afternoon or early evening, with soft shadows enhancing the three-dimensional form of the sculpture."
+        ],
+        "level_2": [
+          "At the beginning, the camera focuses on the front-left side of the bronze horse statue, highlighting its rearing posture and detailed craftsmanship. The background includes a grassy area with young trees and a building with large windows. As the camera moves, it reveals more of the plaza, showing a street with parked cars and pedestrians walking along the sidewalk. In the middle, the view shifts to the rear of the statue, offering a perspective of the modern architecture across the lawn. Toward the end, the camera returns to the initial viewpoint, completing the loop while consistently capturing the interplay of light and shadow on the statue.",
+          "In the first third, the camera captures the left side of the statue, emphasizing its muscular form against the backdrop of a palm tree and a building with arched windows. The middle section shows the statue from behind, with the modern glass-and-concrete structure becoming more prominent. The final third revisits the front-left angle, reinforcing the continuity of the scene as the camera smoothly transitions back to where it started, ensuring all background elements reappear seamlessly.",
+          "The opening segment introduces the statue from a frontal-left angle, with the surrounding greenery and architecture framing the composition. Midway through, the camera pans right, showcasing the rear of the statue and the adjacent street with vehicles and people. By the end, the camera completes its orbit, returning to the original framing, thus creating a cohesive visual journey that highlights both the statue and its environment."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a close-up shot of the bronze horse statue from its front-left side. The statue is captured in a rearing pose, with its front legs lifted and mane flowing backward. The background features a neatly trimmed lawn, several young trees, and a building with a red-tiled roof and large windows. The lighting is soft, suggesting late afternoon, and the camera begins its slow, circular movement around the statue.",
+          "20-40%: As the camera continues its orbit, it moves from the front-left toward the rear of the statue, revealing more of the surrounding plaza. The background now includes a street with parked cars and pedestrians walking along the sidewalk. A tall palm tree becomes visible on the right side of the frame, adding to the tropical ambiance. The camera maintains a steady pace, keeping the statue centered while gradually shifting the viewer's perspective.",
+          "40-60%: The camera reaches the rear of the statue, providing a clear view of its powerful hindquarters and flowing tail. The background now prominently features a modern building with large glass windows and a sloped roof. The transition from the natural elements (trees and grass) to the architectural structures is smooth, with the camera continuing its circular path without abrupt changes in angle or focus.",
+          "60-80%: Moving further around the statue, the camera shifts to the right side, capturing the horse's profile as it faces away from the viewer. The background now includes a streetlamp and a glimpse of the street with moving cars. The camera’s movement remains fluid, maintaining a consistent distance from the statue while gradually revealing new elements of the environment, such as additional palm trees and a parking lot in the distance.",
+          "80-100%: In the final segment, the camera returns to the front-left side of the statue, completing the full circular orbit. The background once again features the building with arched windows and the neatly maintained lawn. The lighting remains consistent, with the soft glow of late afternoon sunlight highlighting the statue's details. The video concludes by reinforcing the spatial continuity established at the beginning, with all key elements reappearing in their expected positions."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree horizontal loop around the statue?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How many times does the camera revisit the initial front-facing view of the statue?",
+          "options": [
+            "Once",
+            "Twice",
+            "Three times",
+            "Four times"
+          ],
+          "answer": "Twice",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the statue's position relative to the palm tree consistent across different camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary camera motion type used to capture the statue?",
+          "options": [
+            "Zooming in and out",
+            "Vertical panning",
+            "Horizontal orbiting",
+            "Random movement"
+          ],
+          "answer": "Horizontal orbiting",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the camera maintain a consistent distance from the statue during the loop?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera retrace its path at least once during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "How many distinct segments of the path are visible before the camera completes a full loop?",
+          "options": [
+            "2",
+            "4",
+            "6",
+            "8"
+          ],
+          "answer": "6",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are the background buildings and trees consistent when the camera returns to a previously visited angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What happens to the position of the parked cars in the background as the camera orbits?",
+          "options": [
+            "They move out of frame",
+            "They remain static",
+            "They shift perspective",
+            "They disappear"
+          ],
+          "answer": "They shift perspective",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is the statue's shadow consistent across different camera angles due to the same lighting conditions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Do background elements like the street and parked cars re-enter the frame after exiting?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "How many times do the modern glass buildings reappear in the background?",
+          "options": [
+            "Once",
+            "Twice",
+            "Three times",
+            "Four times"
+          ],
+          "answer": "Three times",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Are the palm trees consistently positioned relative to the statue when they re-enter the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "What remains constant in the background as the camera orbits?",
+          "options": [
+            "Lighting conditions",
+            "Position of the statue",
+            "Color of the sky",
+            "All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Do the re-entering background elements match their previous appearances in terms of detail and clarity?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Are any background elements occluded by the statue at any point?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "When the statue occludes the street, how consistent is the reveal of the street when the statue moves away?",
+          "options": [
+            "Perfectly consistent",
+            "Slightly inconsistent",
+            "Moderately inconsistent",
+            "Highly inconsistent"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Does the revealed background after occlusion match the previously seen state of that area?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "Which element is most consistently revealed after being occluded?",
+          "options": [
+            "Parked cars",
+            "Street lamps",
+            "Buildings",
+            "Pedestrians"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Is there any noticeable change in the appearance of the background when an occluded area is revealed again?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_347b192573971cc541124018fe08d0198d80de2b7133ef1be6bf93a51771450e_spatial"
+  },
+  {
+    "task_id": "mem_tnt_244802e503a003b212b2da2e7e2265cc15a97b19ec1933487096f94417132017_spatial",
+    "instance_id": "mem_tnt_244802e503a003b212b2da2e7e2265cc15a97b19ec1933487096f94417132017",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_244802e503a003b212b2da2e7e2265cc15a97b19ec1933487096f94417132017.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a bronze statue of a seated man reading, positioned on a circular stone base in a lush garden. The camera performs a continuous horizontal orbit around the statue, capturing it from various angles while maintaining consistent lighting and background elements such as the green lawn, flowerbeds with red and white flowers, and a beige building with arched windows in the distance. As the camera moves, it retraces its path multiple times, revisiting similar viewpoints to emphasize spatial coherence. The statue remains the central focus throughout, with the surrounding environment providing a serene and picturesque backdrop."
+        ],
+        "level_2": [
+          "At the beginning, the camera introduces the bronze statue of a seated man reading, set on a circular stone base amidst a vibrant garden. The initial shots capture the statue from a frontal perspective, highlighting its detailed craftsmanship and the tranquil setting of green grass, colorful flowerbeds, and a distant building with arched windows. In the middle, the camera begins its horizontal orbit, smoothly circling the statue to reveal different angles and perspectives, while consistently showcasing the surrounding landscape. Toward the end, the camera continues its loop-like trajectory, re-exploring previously seen viewpoints and ensuring that all parts of the scene are revisited coherently, maintaining a sense of spatial continuity."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a frontal view of the bronze statue of a seated man reading, situated on a circular stone base. The camera captures the statue's intricate details, with the lush green lawn, vibrant flowerbeds, and a beige building with arched windows forming a picturesque background. The lighting is bright and consistent, emphasizing the serene garden setting.",
+          "20-40%: The camera begins its horizontal orbit around the statue, smoothly transitioning from the frontal view to side angles. As it moves, the statue's back and side profiles become visible, revealing more of its sculptural form. The surrounding garden elements, including the flowerbeds and distant building, remain consistent, providing a stable backdrop for the dynamic camera movement.",
+          "40-60%: Continuing its orbit, the camera captures the statue from various angles, including close-ups of its seated posture and the book it holds. The circular stone base and the shallow pool of water around it are prominently featured. The camera's movement is fluid, maintaining a steady pace as it explores the statue's details while keeping the background elements in view.",
+          "60-80%: The camera completes its first full orbit around the statue, returning to a perspective similar to the initial frontal shot. It then begins to retrace its path, revisiting previously shown angles and viewpoints. This retracing emphasizes the loop-like nature of the camera movement, reinforcing spatial coherence and allowing viewers to recognize familiar elements within the scene.",
+          "80-100%: In the final segment, the camera continues its horizontal exploration, circling the statue once more. It captures the statue from a variety of angles, including close-ups of its facial features and the texture of its clothing. The surrounding garden, with its green lawn, flowerbeds, and distant building, remains a constant presence, providing a cohesive and immersive visual experience."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree horizontal rotation around the statue?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How many distinct phases does the camera's horizontal movement around the statue appear to have?",
+          "options": [
+            "A. One continuous phase",
+            "B. Two repeating phases",
+            "C. Three alternating phases",
+            "D. Four segmented phases"
+          ],
+          "answer": "B. Two repeating phases",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are there moments where the camera returns to an almost identical angle seen earlier in the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary direction of camera movement during the loop?",
+          "options": [
+            "A. Clockwise",
+            "B. Counter-clockwise",
+            "C. Random",
+            "D. Alternating"
+          ],
+          "answer": "A. Clockwise",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the camera maintain a consistent distance from the statue throughout the horizontal loop?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera revisit the same side of the statue more than once during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "At what point in the video does the camera first return to a viewpoint very similar to the opening shot?",
+          "options": [
+            "A. 10 seconds-15 seconds",
+            "B. 20 seconds-25 seconds",
+            "C. 30 seconds-35 seconds",
+            "D. 40 seconds-45 seconds"
+          ],
+          "answer": "B. 20 seconds-25 seconds",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is there evidence of the camera moving back along a path it had previously taken?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "How many times does the camera pass by the flowerbed on the right side of the statue?",
+          "options": [
+            "A. Once",
+            "B. Twice",
+            "C. Three times",
+            "D. Four times"
+          ],
+          "answer": "C. Three times",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the camera ever return to the exact starting angle within the first 10 seconds of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Do the flowerbeds and benches in the background reappear in the same configuration after being occluded?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When the camera moves behind the statue, which background element is temporarily occluded?",
+          "options": [
+            "A. The main building",
+            "B. The flowerbeds",
+            "C. The wooden bench",
+            "D. The tall trees"
+          ],
+          "answer": "A. The main building",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Is the relative position of the building to the statue consistent when viewed from opposite sides?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "How many times do the flowerbeds re-enter the frame after being out of view?",
+          "options": [
+            "A. Once",
+            "B. Twice",
+            "C. Three times",
+            "D. Four times"
+          ],
+          "answer": "C. Three times",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the lighting on the background building remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Does the camera exhibit both panning and tilting motions simultaneously?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "What is the primary type of camera movement observed throughout the video?",
+          "options": [
+            "A. Purely linear tracking",
+            "B. Purely rotational",
+            "C. Complex combination of panning, tilting, and orbiting",
+            "D. Stationary with zoom"
+          ],
+          "answer": "C. Complex combination of panning, tilting, and orbiting",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are there noticeable changes in the statue's apparent size due to camera zooming?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the camera's elevation change while circling the statue?",
+          "options": [
+            "A. It remains at a constant height",
+            "B. It frequently changes height",
+            "C. It only tilts up or down",
+            "D. It alternates between high and low elevations"
+          ],
+          "answer": "A. It remains at a constant height",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Does the video show any abrupt or jerky camera movements that disrupt spatial coherence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_244802e503a003b212b2da2e7e2265cc15a97b19ec1933487096f94417132017_spatial"
+  },
+  {
+    "task_id": "mem_tnt_a4764f2ff7a08c7d8dae83b3891516592f4b7eb732e6e4e645a235b8aa04138f_spatial",
+    "instance_id": "mem_tnt_a4764f2ff7a08c7d8dae83b3891516592f4b7eb732e6e4e645a235b8aa04138f",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_a4764f2ff7a08c7d8dae83b3891516592f4b7eb732e6e4e645a235b8aa04138f.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video presents a comprehensive exploration of a Victorian-style monument situated in a park, featuring a seated bronze statue within an arched structure atop a multi-tiered stone base. The camera performs a continuous horizontal pan around the monument, capturing it from various angles while maintaining consistent alignment and scale. As the camera moves, it tilts up and down to focus on different parts of the monument, including its base, middle section, and the statues at its apex. Background elements such as tall trees, a modern angular building to the left, and a paved walkway encircling the monument remain consistently visible, re-entering the frame as the camera pans. The lighting and positioning of these elements are preserved when they reappear, ensuring spatial coherence throughout the dynamic camera movements."
+        ],
+        "level_2": [
+          "At the beginning, the video focuses on the base of the Victorian-style monument, showcasing its multi-tiered stone structure and the surrounding green grass with small white flowers. The camera slowly tilts upward, revealing the seated bronze statue within the arched structure. In the middle, the camera continues its horizontal pan around the monument, capturing it from different perspectives while maintaining consistent alignment and scale. The background, including tall trees and a modern angular building to the left, remains visible as the camera moves. Toward the end, the camera tilts up further to focus on the upper portion of the monument, highlighting the statues at its apex, before completing the loop and returning to earlier viewpoints.",
+          "In the first third of the video, the camera starts with a close-up of the monument's base, emphasizing the detailed stonework and the paved walkway around it. As the video progresses into the second third, the camera pans horizontally, offering a full view of the monument from all sides, with the background elements like trees and the modern building consistently framing the scene. In the final third, the camera tilts upward, focusing on the upper sections of the monument, including the statues at the top, while the background remains stable and recognizable.",
+          "The initial segment of the video captures the lower part of the monument, focusing on its stone base and the surrounding park environment. The middle segment involves a continuous horizontal pan around the monument, with the camera tilting to show different angles and details, such as the inscriptions on the base and the seated bronze statue. The latter part of the video features vertical perspective changes, with the camera tilting up to reveal the statues at the top of the monument, while the background elements like trees and the modern building reappear consistently as the camera completes its loop."
+        ],
+        "level_3": [
+          "The video opens with a close-up view of the monument's base, highlighting the intricate stonework and the paved path surrounding it. The camera then begins a slow upward tilt, gradually revealing the seated bronze statue within the arched structure. During this initial phase, the background includes tall trees and a modern angular building to the left, which remain partially visible.",
+          "As the camera continues its movement, it starts a horizontal pan around the monument, capturing it from various angles. The pan is smooth and systematic, ensuring that the monument remains the central focus while the background elements, such as the trees and the modern building, stay consistently framed. The camera maintains a steady pace, allowing viewers to appreciate the monument's details from multiple perspectives.",
+          "During the middle portion of the video, the camera continues its horizontal pan, now focusing more on the middle section of the monument. The seated bronze statue is prominently featured, and the camera occasionally tilts to provide closer views of the inscriptions on the base. The background remains stable, with the trees and modern building consistently visible as the camera moves around the monument.",
+          "In the latter part of the video, the camera begins to tilt upward, focusing on the upper portion of the monument. This shift in perspective reveals the statues at the apex, adding a new layer of detail to the scene. The background elements, including the trees and the modern building, re-enter the frame as the camera completes its loop, maintaining spatial coherence. The lighting and positioning of these elements are preserved, ensuring a seamless transition between different angles.",
+          "Toward the end, the camera continues its horizontal pan, revisiting earlier viewpoints to complete the loop. The focus returns to the base of the monument, with the camera tilting downward to capture the detailed stonework once again. The background elements, such as the trees and the modern building, remain consistently visible, providing a sense of continuity. The video concludes with a final view of the monument from a slightly elevated angle, emphasizing its grandeur and the surrounding park environment."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera complete a full horizontal loop around the monument?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "At approximately what degree does the camera appear to re-engage with a previously seen angle?",
+          "options": [
+            "A. 90 degrees",
+            "B. 180 degrees",
+            "C. 270 degrees",
+            "D. 360 degrees"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are there moments where the monument appears nearly identical to an earlier shot after a full rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which landmark is consistently visible on the left side throughout the pan?",
+          "options": [
+            "A. A fountain",
+            "B. The modern angular building",
+            "C. Tall trees",
+            "D. A bridge"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "How would you describe the camera's movement around the monument?",
+          "options": [
+            "A. Random exploration",
+            "B. Clockwise loop",
+            "C. Counter-clockwise loop",
+            "D. Zigzag pattern"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera revisit specific angles of the monument after moving past them?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "After panning right, at which point does the camera begin to retrace its path back toward the initial viewpoint?",
+          "options": [
+            "A. Around 45 seconds",
+            "B. Around 90 seconds",
+            "C. Around 135 seconds",
+            "D. Around 180 seconds"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is there a noticeable recovery of the original framing of the monument's base seen at the start?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What visual cue most strongly supports the idea of path retracing?",
+          "options": [
+            "A. The changing sky conditions",
+            "B. The consistent visibility of the modern building",
+            "C. The monument appearing nearly identical to an earlier shot",
+            "D. The appearance of new background structures"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "How many times does the camera appear to pass by the same general area of the monument?",
+          "options": [
+            "A. Once",
+            "B. Twice",
+            "C. Three times",
+            "D. Multiple times"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the camera tilt significantly upwards to capture the top of the monument?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When the camera tilts up, which part of the monument comes into focus?",
+          "options": [
+            "A. The seated bronze statue",
+            "B. The ornate spire and winged figures",
+            "C. The engraved plaque on the base",
+            "D. The paved walkway"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Is the top of the monument consistently framed when the camera tilts up from different horizontal positions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "What happens to the relative position of the sky and the monument's top as the camera tilts up?",
+          "options": [
+            "A. The sky becomes more prominent",
+            "B. The monument's top moves out of frame",
+            "C. The sky remains constant",
+            "D. The monument's top aligns with the horizon"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "15",
+          "type": "multiple_choice",
+          "question": "How does the camera handle the transition between looking at the base and the top of the monument?",
+          "options": [
+            "A. Abruptly",
+            "B. With a smooth tilt",
+            "C. By cutting to a different angle",
+            "D. By zooming in and out"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Do background elements like the modern building and trees re-enter the frame after being out of view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "Which background element is visible on the left side at the beginning and reappears later in the pan?",
+          "options": [
+            "A. A fountain",
+            "B. The modern angular building",
+            "C. Tall trees",
+            "D. A bridge"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are the trees in the background consistently positioned relative to the monument when they reappear?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "What happens to the visibility of the modern building as the camera completes a full rotation?",
+          "options": [
+            "A. It is never visible",
+            "B. It is visible only at the start",
+            "C. It is visible at both the start and end",
+            "D. It is visible only at the end"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "How do the background elements behave in terms of re-entry?",
+          "options": [
+            "A. They disappear and are never seen again",
+            "B. They re-enter the frame in a different location",
+            "C. They re-enter the frame consistently",
+            "D. They are replaced by new elements"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the video exhibit a combination of horizontal and vertical camera movements?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which type of camera movement is NOT prominently featured in the video?",
+          "options": [
+            "A. Panning",
+            "B. Tilting",
+            "C. Zooming",
+            "D. Rotating"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Is the camera distance from the monument relatively consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "How would you best describe the overall camera motion strategy?",
+          "options": [
+            "A. Random exploration of the park",
+            "B. Systematic around-the-monument tour",
+            "C. Focused on the foreground only",
+            "D. Static with no movement"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "25",
+          "type": "multiple_choice",
+          "question": "What is the primary purpose of the camera's spatial exploration?",
+          "options": [
+            "A. To showcase the entire monument and its surroundings",
+            "B. To focus on the details of the bronze statue",
+            "C. To highlight the modern building",
+            "D. To create abstract visual effects"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_a4764f2ff7a08c7d8dae83b3891516592f4b7eb732e6e4e645a235b8aa04138f_spatial"
+  },
+  {
+    "task_id": "mem_tnt_88d372e8fdd3bf9ff3f3165e627d8e178998fc2481c48402178bda80a087ad21_spatial",
+    "instance_id": "mem_tnt_88d372e8fdd3bf9ff3f3165e627d8e178998fc2481c48402178bda80a087ad21",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_88d372e8fdd3bf9ff3f3165e627d8e178998fc2481c48402178bda80a087ad21.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a stationary yellow Caterpillar 950F wheel loader with an LC8V78 bucket, situated in a dry grass field under a clear blue sky. The camera performs a continuous and deliberate exploration around the loader, capturing it from various angles as it moves horizontally in a near-complete orbit, tilts up and down to show different elevations, and zooms in and out for close-ups of specific parts like the bucket and wheels. Background elements such as green trees, a dead tree stump on the right, and distant hills repeatedly enter and exit the frame as the camera orbits, requiring consistent alignment and scale upon revisiting these areas. The video maintains spatial and environmental consistency throughout, ensuring that the loader's appearance, relative positioning, and background re-entry are visually coherent."
+        ],
+        "level_2": [
+          "At the beginning, the camera focuses on the front-left side of the yellow Caterpillar 950F wheel loader, highlighting its large bucket and robust tires against a backdrop of dry grass and green trees. As the video progresses, the camera smoothly transitions into a horizontal orbit around the loader, capturing it from the front, sides, and rear, while occasionally tilting up to show the cab and down to focus on the wheels and bucket. The camera also zooms in for detailed views of the bucket's teeth and the tire treads, before pulling back to reveal the entire machine. Throughout this segment, the dead tree stump and surrounding trees remain visible, entering and exiting the frame as the camera moves.",
+          "In the middle portion, the camera continues its orbit around the loader, now focusing more on the rear and side profiles. The vertical perspective shifts as the camera tilts up to capture the top of the cab and then down to emphasize the large rear tires and the exhaust stack. The zooming in and out becomes more pronounced, with close-ups of the loader's side decals and mechanical components. The background remains consistent, with the green trees and distant hills providing a stable environment as the camera re-enters familiar angles and perspectives.",
+          "Toward the end, the camera completes its orbit by returning to the front-left view of the loader, mirroring the initial shot. The final scenes include a few more zoom-ins on the bucket and wheels, reinforcing the detailed examination of the loader's features. The camera then pulls back to a wide shot, showing the entire machine in the context of the dry field, with the dead tree stump and trees in the background. The video concludes with a steady, comprehensive view of the loader, ensuring all spatial and environmental elements are consistently represented."
+        ],
+        "level_3": [
+          "The video opens with a close-up of the front-left side of the yellow Caterpillar 950F wheel loader, showcasing its large bucket and rugged tires. The camera begins a smooth horizontal movement, starting to circle the loader while maintaining a consistent distance. The initial focus is on the front, gradually transitioning to the side as the camera orbits. The background features dry grass, green trees, and a dead tree stump on the right, which become part of the frame as the camera moves.",
+          "As the camera continues its orbit, it shifts to a higher vertical perspective, capturing the top of the loader's cab and then tilting down to focus on the large rear tires and the exhaust stack. The zooming in and out becomes more noticeable, with the camera moving closer to highlight details like the bucket's teeth and the tire treads. The background elements, including the green trees and distant hills, remain visible, entering and exiting the frame as the camera explores different angles.",
+          "The camera then moves to the rear of the loader, providing a clear view of the side decals and mechanical components. It tilts up to show the top of the cab and then down to emphasize the large rear tires and the exhaust stack. The zooming in and out continues, with close-ups of the loader's side features and the bucket. The background remains consistent, with the green trees and distant hills providing a stable environment as the camera re-enters familiar angles and perspectives.",
+          "In the next segment, the camera completes its orbit by moving back towards the front of the loader, now focusing on the front-right side. The vertical perspective shifts again, with the camera tilting up to capture the top of the cab and then down to emphasize the front tires and the bucket. The zooming in and out becomes more pronounced, with close-ups of the bucket's teeth and the tire treads. The background remains consistent, with the green trees and distant hills providing a stable environment as the camera re-enters familiar angles and perspectives.",
+          "The video concludes with the camera returning to the front-left view of the loader, mirroring the initial shot. The final scenes include a few more zoom-ins on the bucket and wheels, reinforcing the detailed examination of the loader's features. The camera then pulls back to a wide shot, showing the entire machine in the context of the dry field, with the dead tree stump and trees in the background. The video ends with a steady, comprehensive view of the loader, ensuring all spatial and environmental elements are consistently represented."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera perform a loop-like horizontal motion around the loader?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of camera motion is primarily observed in the video?",
+          "options": [
+            "A. Vertical-only exploration",
+            "B. Random, unpredictable motion",
+            "C. Horizontal loop and orbit",
+            "D. Straight-line path retracing"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are there multiple instances where the camera returns to a previously seen angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "During which time period does the camera complete a full horizontal orbit around the loader?",
+          "options": [
+            "A. 0 seconds - 15 seconds",
+            "B. 15 seconds - 40 seconds",
+            "C. 40 seconds - 60 seconds",
+            "D. 60 seconds - 90 seconds"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the camera motion characterized by smooth, continuous loops?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera retrace its path through the scene?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the camera's movement relative to the loader?",
+          "options": [
+            "A. It moves away and never returns",
+            "B. It follows a fixed circular path",
+            "C. It repeatedly passes through similar spatial regions",
+            "D. It only explores new areas"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "When the camera revisits a previous viewpoint, does it recover the scene consistently?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "How many distinct loops around the loader can be identified in the video?",
+          "options": [
+            "A. One",
+            "B. Two",
+            "C. Three",
+            "D. Four"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is there evidence of the camera passing over the same ground area more than once?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the camera change its vertical perspective (tilt up/down) while filming the loader?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "At what point does the camera show the lowest ground-level view of the loader?",
+          "options": [
+            "A. 150 seconds - 160 seconds",
+            "B. 210 seconds - 220 seconds",
+            "C. 250 seconds - 260 seconds",
+            "D. 300 seconds - 310 seconds"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "When the camera tilts up to show the top of the cab, is the orientation consistent with earlier high-angle shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Which of the following is NOT a valid vertical perspective shown?",
+          "options": [
+            "A. Ground-level view of the wheels",
+            "B. Mid-height view of the body",
+            "C. Top-down view of the operator",
+            "D. High-angle view of the cab"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Are there consistent vertical alignments when the camera returns to similar elevations?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Does the camera zoom in and out on the loader?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "In which segment is the camera closest to the loader's bucket?",
+          "options": [
+            "A. 10 seconds - 15 seconds",
+            "B. 100 seconds - 110 seconds",
+            "C. 270 seconds - 280 seconds",
+            "D. 350 seconds - 360 seconds"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "When the camera zooms in on the bucket, does it maintain the correct scale relative to the rest of the loader?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "What is the primary purpose of the zooming motion?",
+          "options": [
+            "A. To obscure details",
+            "B. To create disorientation",
+            "C. To highlight specific features",
+            "D. To reduce background visibility"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Is the loader's size consistent when viewed from different zoom levels?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Do background elements like trees and hills re-enter the frame after being out of view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which background element is visible in both the opening shot and the final shot?",
+          "options": [
+            "A. The dead tree stump",
+            "B. The green trees",
+            "C. The blue sky",
+            "D. The distant hills"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "When a background element re-enters the frame, does it appear in the same position and state as before?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "What causes the most dynamic changes in the background?",
+          "options": [
+            "A. Camera zooming",
+            "B. Camera panning",
+            "C. Camera orbiting",
+            "D. Camera tilting"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Are there any inconsistencies in the background elements' appearance upon re-entry?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_88d372e8fdd3bf9ff3f3165e627d8e178998fc2481c48402178bda80a087ad21_spatial"
+  },
+  {
+    "task_id": "mem_tnt_15d42cee734662bf8471fa3ead0266b2e0ffc015a980be20d4aee17b727c70e0_spatial",
+    "instance_id": "mem_tnt_15d42cee734662bf8471fa3ead0266b2e0ffc015a980be20d4aee17b727c70e0",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_15d42cee734662bf8471fa3ead0266b2e0ffc015a980be20d4aee17b727c70e0.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video explores the interior of a grand, historic courtroom, focusing on its ornate stained-glass dome ceiling and rich wooden furnishings. The camera moves through the space with smooth pans, tilts, and zooms, capturing the rows of wooden chairs in the audience area, the judge's bench at the front, and the jury box to the side. As the camera retraces its path and loops around the room, it revisits key spatial anchors such as the American flag near the judge's bench, the large windows with blinds, and the detailed ceiling patterns. The video emphasizes the consistent lighting and architectural details, ensuring that repeated views of the same areas maintain visual coherence, particularly when transitioning between vertical perspectives looking up at the dome and down at the courtroom floor."
+        ],
+        "level_2": [
+          "At the beginning, the video introduces the courtroom with a wide shot of the audience seating area, highlighting the red carpet and wooden chairs. The camera then pans across the room, revealing the judge's bench, the jury box, and the prominent stained-glass dome ceiling. In the middle section, the focus shifts to the intricate details of the dome and the chandeliers hanging from it, while also capturing the movement of the camera as it retraces its steps back toward the front of the courtroom. Toward the end, the video returns to the initial perspective of the audience area, reinforcing the spatial consistency by showing familiar elements like the American flag and the portraits on the walls."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a sweeping view of the courtroom's audience area, showcasing the rows of wooden chairs with teal cushions and the red patterned carpet. The camera slowly pans upward, revealing the ornate ceiling with its detailed moldings and the central stained-glass dome. Key spatial anchors include the American flag near the judge's bench and the large windows with blinds along the walls.",
+          "20-40%: The camera continues its exploration by moving closer to the judge's bench and the jury box, capturing the rich woodwork and the formal setup of the courtroom. It then tilts upward to focus on the stained-glass dome, emphasizing its vibrant colors and intricate designs. The camera retraces its path, returning to the audience area and maintaining consistent lighting and object positions.",
+          "40-60%: As the video progresses, the camera moves horizontally around the courtroom, capturing different angles of the wooden furnishings and the architectural details. It revisits the stained-glass dome from various perspectives, highlighting the interplay of light and color. The camera also captures the re-entry of background elements, such as the windows and portraits, ensuring their consistent appearance.",
+          "60-80%: The focus shifts to the vertical perspective changes, with the camera looking directly up at the dome and then tilting down to show the courtroom floor. This transition is smooth, maintaining the spatial coherence of the environment. The video then moves to the side of the courtroom, capturing the jury box and the additional seating areas, before returning to the front of the room.",
+          "80-100%: In the final segment, the camera retraces its earlier paths, revisiting the audience area and the judge's bench. It captures the consistent positioning of the American flag and the portraits on the walls. The video concludes with a final view of the stained-glass dome, emphasizing its beauty and the overall grandeur of the courtroom."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera perform significant horizontal loop-like movements, revisiting similar angles of the courtroom?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "Which part of the courtroom is revisited most frequently due to horizontal camera loops?",
+          "options": [
+            "A. The jury box area",
+            "B. The judge's bench",
+            "C. The back wall with windows",
+            "D. The stained-glass dome"
+          ],
+          "answer": "D. The stained-glass dome",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are there instances where the camera returns to an exact or nearly exact previous viewpoint after a horizontal pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What evidence suggests horizontal loop memory?",
+          "options": [
+            "A. Repeated close-ups of the American flag",
+            "B. Multiple shots of the jury box from slightly different angles",
+            "C. Camera returning to the initial wide shot of the courtroom",
+            "D. Frequent focus on the wooden chairs in the gallery",
+            "E. All of the above",
+            "F. None of the above"
+          ],
+          "answer": "E. All of the above",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the camera's horizontal movement create a sense of circular exploration around the central features of the room?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera retrace its path through the courtroom at least three times during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When the camera retraces its path, which elements are most critical to maintain visual consistency?",
+          "options": [
+            "A. The position and orientation of the chandeliers",
+            "B. The lighting on the red carpet",
+            "C. The alignment of the wooden chairs in the gallery",
+            "D. All of the above",
+            "E. None of the above",
+            "F. Only A and C"
+          ],
+          "answer": "D. All of the above",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is there a noticeable difference in the appearance of the stained-glass dome when viewed from the front versus when viewed from the back?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What happens when the camera returns to a previously visited section of the courtroom?",
+          "options": [
+            "A. The lighting appears noticeably different",
+            "B. The arrangement of objects is altered",
+            "C. The background elements like windows and portraits are consistent",
+            "D. The camera angle is completely new",
+            "E. Both A and B",
+            "F. None of the above"
+          ],
+          "answer": "C. The background elements like windows and portraits are consistent",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the camera consistently recover the same viewpoint when it retraces a path, such as returning from the dome to the front of the courtroom?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the camera change its vertical perspective significantly, looking up at the dome and then down at the courtroom floor?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "How does the camera handle the transition between looking up at the dome and looking down at the courtroom?",
+          "options": [
+            "A. It maintains a consistent horizon line",
+            "B. It causes disorientation in object scale",
+            "C. It results in inconsistent lighting on the red carpet",
+            "D. It leads to misalignment of the wooden chairs",
+            "E. All of the above",
+            "F. None of the above"
+          ],
+          "answer": "A. It maintains a consistent horizon line",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "When the camera looks up at the stained-glass dome, is the dome always centered in the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "What is the effect of changing vertical perspective on the perceived size of the courtroom elements?",
+          "options": [
+            "A. The dome appears larger when viewed from below",
+            "B. The wooden chairs appear smaller when viewed from above",
+            "C. The American flag appears more prominent when viewed from below",
+            "D. All of the above",
+            "E. None of the above",
+            "F. Only A and B"
+          ],
+          "answer": "D. All of the above",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Is the relative position of the chandeliers consistent when the camera transitions between looking up and looking down?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Do background elements such as the windows and portraits re-enter the frame after being out of view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "Which background element is most consistently visible across different camera angles?",
+          "options": [
+            "A. The American flag",
+            "B. The stained-glass dome",
+            "C. The wooden judge's bench",
+            "D. The row of wooden chairs",
+            "E. The portraits on the walls",
+            "F. The chandeliers"
+          ],
+          "answer": "E. The portraits on the walls",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are the windows with blinds consistently positioned in the background when they re-enter the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "What happens to the background elements when the camera moves away and then returns?",
+          "options": [
+            "A. They appear exactly the same",
+            "B. They shift slightly in position",
+            "C. They change in brightness",
+            "D. They become partially obscured",
+            "E. Both A and B",
+            "F. None of the above"
+          ],
+          "answer": "E. Both A and B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Is there any instance where a background element (e.g., a portrait) re-enters the frame but appears differently lit or positioned?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Are there instances where the judge's bench is temporarily occluded and then revealed again?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "What occurs when the jury box is revealed after being occluded?",
+          "options": [
+            "A. It appears exactly as before",
+            "B. The lighting on it changes",
+            "C. Its position relative to other objects shifts",
+            "D. All of the above",
+            "E. None of the above",
+            "F. Only A and C"
+          ],
+          "answer": "A. It appears exactly as before",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the revealed state of the judge's bench match its previously seen state in terms of object placement and lighting?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "Which element is most likely to be occluded and then revealed?",
+          "options": [
+            "A. The American flag",
+            "B. The stained-glass dome",
+            "C. The wooden judge's bench",
+            "D. The row of wooden chairs",
+            "E. The chandeliers",
+            "F. The jury box"
+          ],
+          "answer": "F. The jury box",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Is the occlusion and subsequent reveal of the jury box handled smoothly without noticeable inconsistencies?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_15d42cee734662bf8471fa3ead0266b2e0ffc015a980be20d4aee17b727c70e0_spatial"
+  },
+  {
+    "task_id": "mem_tnt_4917553f77bf46830cbc3ef9a6f6aea706f13c0938c5c828ae6670bf79045857_spatial",
+    "instance_id": "mem_tnt_4917553f77bf46830cbc3ef9a6f6aea706f13c0938c5c828ae6670bf79045857",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_4917553f77bf46830cbc3ef9a6f6aea706f13c0938c5c828ae6670bf79045857.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video captures a comprehensive exploration of the Santa Cruz Surfing Museum lighthouse building, showcasing its red brick structure, American flag on a pole, and the museum entrance with signage. The camera performs various movements including panning around the circular base of the lighthouse, tilting up to reveal the top lantern room, zooming in on details like solar panels on the roof, and retracing paths to revisit similar angles. The coastal background with the ocean and sky is consistently visible as the camera moves, and foreground elements such as the flagpole, tree, and benches occasionally occlude parts of the view before revealing them again. The video maintains spatial consistency across all shots, ensuring that the relative positions of the lighthouse, flag, and surrounding environment remain coherent throughout."
+        ],
+        "level_2": [
+          "At the beginning, the video introduces the Santa Cruz Surfing Museum lighthouse with a wide shot, highlighting its red brick construction, the American flag, and the museum entrance. The camera pans horizontally around the base of the lighthouse, capturing different angles while maintaining consistent alignment with the flagpole and surrounding benches. In the middle section, the camera tilts upward to focus on the top of the lighthouse, revealing the lantern room and birds perched there, then zooms out to show the entire structure alongside the coastal backdrop. Toward the end, the video revisits earlier perspectives, retraces the camera's path along the side of the building, and concludes with a final panoramic view of the lighthouse against the blue sky and ocean.",
+          "In the first third of the video, the focus is on establishing the setting with a broad view of the Santa Cruz Surfing Museum lighthouse. The camera pans smoothly around the building, emphasizing the architectural details and the presence of the American flag. As the video progresses into the second third, the perspective shifts upward, capturing the intricate design of the lighthouse's top and the solar panels installed on the roof. The final third involves a return to familiar viewpoints, with the camera repositioning itself to offer fresh angles while reinforcing the spatial relationships between the lighthouse, flag, and surrounding environment.",
+          "The initial segment sets the scene by presenting the Santa Cruz Surfing Museum lighthouse from a distance, allowing viewers to absorb the overall composition of the building and its surroundings. Midway through the video, the camera explores the vertical dimensions of the lighthouse, moving from the base to the top and capturing the interplay of light and shadow on the brick surface. In the concluding portion, the video circles back to earlier vantage points, ensuring continuity by confirming that previously seen elements like the flagpole and coastal horizon remain visually aligned and unchanged."
+        ],
+        "level_3": [
+          "The video opens with a static wide shot of the Santa Cruz Surfing Museum lighthouse, showcasing its red brick facade, barred windows, and the American flag prominently displayed on a tall pole. The camera begins a slow horizontal pan to the left, gradually revealing more of the building's side and the adjacent wooden benches. As the pan continues, the flagpole momentarily obstructs the view before clearing, allowing the camera to capture the full height of the lighthouse and its white lantern room at the top.",
+          "Transitioning into the second segment, the camera tilts upward, focusing on the upper portion of the lighthouse to highlight the intricate details of the lantern room and the solar panels mounted on the roof. The American flag flutters in the breeze, adding a dynamic element to the otherwise static shot. After a brief zoom-in on the flag and lantern room, the camera pans downward, retracing its path along the side of the building and passing by the parked cars in the background parking lot.",
+          "In the third segment, the camera returns to the ground level, circling around the base of the lighthouse once more. This time, it focuses on the museum entrance, where a sign reading 'Santa Cruz Surfing Museum' is clearly visible. The camera then pans to the left, revealing a small tree growing against the brick wall and casting shadows on the building. As the pan continues, the viewer is treated to a series of close-up shots of the lighthouse's architectural details, including the barred windows and decorative trim.",
+          "Moving into the fourth segment, the camera shifts its focus to the right side of the lighthouse, capturing the expansive coastal view with the ocean stretching to the horizon. The American flag remains a constant presence, waving gently in the breeze. The camera then tilts downward, following the line of the building's roofline and capturing the solar panels installed on the sloped roof. As the tilt concludes, the camera pans back to the left, returning to the front of the lighthouse and the museum entrance.",
+          "In the final segment, the camera performs a sweeping pan around the entire circumference of the lighthouse, offering a complete 360-degree view of the structure. The sun casts long shadows across the building, emphasizing its texture and depth. The video concludes with a zoomed-out shot that encompasses the entire lighthouse, the American flag, and the surrounding environment, providing a satisfying sense of closure and spatial coherence."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera perform any significant horizontal loop-like motion, revisiting earlier views of the lighthouse?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How many times does the camera revisit a similar angle of the lighthouse's front facade?",
+          "options": [
+            "Once",
+            "Twice",
+            "Three times",
+            "More than three times"
+          ],
+          "answer": "More than three times",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are there instances where the camera returns to an exact previous viewpoint after a full horizontal pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the approximate range of the camera's horizontal rotation around the lighthouse?",
+          "options": [
+            "90 degrees",
+            "180 degrees",
+            "270 degrees",
+            "360 degrees"
+          ],
+          "answer": "360 degrees",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the American flag appear in the same relative position in the frame when the camera returns to previously visited angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera ever retrace a previously traveled path to recover a prior viewpoint?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When the camera retraces its path, how consistent is the alignment of the lighthouse with the flagpole?",
+          "options": [
+            "Perfectly aligned",
+            "Slightly misaligned",
+            "Misaligned by more than 10 degrees",
+            "Completely misaligned"
+          ],
+          "answer": "Perfectly aligned",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are there moments where the camera moves forward and backward along the same route to capture the same section of the building?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What percentage of the video involves the camera retracing its steps to revisit earlier scenes?",
+          "options": [
+            "Less than 20%",
+            "20-40%",
+            "40-60%",
+            "More than 60%"
+          ],
+          "answer": "More than 60%",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is the relative scale of the lighthouse and flag consistent when viewed from the same distance after retracing a path?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the camera change its pitch significantly to look up at the lighthouse's lantern room?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "How often does the camera tilt down to focus on the base of the lighthouse?",
+          "options": [
+            "Rarely",
+            "Occasionally",
+            "Frequently",
+            "Always"
+          ],
+          "answer": "Frequently",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Are the top and bottom sections of the lighthouse consistently aligned when switching between high and low perspectives?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "What is the maximum vertical angle difference observed between the highest and lowest camera perspectives?",
+          "options": [
+            "30 degrees",
+            "60 degrees",
+            "90 degrees",
+            "120 degrees"
+          ],
+          "answer": "90 degrees",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the camera maintain a consistent vertical relationship between the flagpole and the top of the lighthouse when tilting up and down?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Does the camera zoom in and out on the lighthouse and its features (e.g., windows, flag) during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "When zooming in on the 'Santa Cruz Surfing Museum' sign, is the text legible and consistent in size and orientation?",
+          "options": [
+            "Always consistent",
+            "Usually consistent",
+            "Sometimes inconsistent",
+            "Often inconsistent"
+          ],
+          "answer": "Always consistent",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are there noticeable changes in the perceived size of the lighthouse when zooming in and out?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "What is the primary purpose of zooming in on the lighthouse's roof with solar panels?",
+          "options": [
+            "To highlight architectural detail",
+            "To check for structural damage",
+            "To showcase sustainability features",
+            "To measure roof dimensions"
+          ],
+          "answer": "To showcase sustainability features",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Does the relative scale of the flag compared to the lighthouse remain constant when zooming in and out?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the coastal background (ocean, sky, distant land) frequently leave and re-enter the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "How consistent is the color and brightness of the sky when the background re-enters the frame?",
+          "options": [
+            "Perfectly consistent",
+            "Slightly inconsistent",
+            "Consistent with minor variations",
+            "Highly inconsistent"
+          ],
+          "answer": "Perfectly consistent",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Are the relative positions of the ocean and landmasses consistent when they reappear in the background?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "What is the average time interval between the first and second appearance of the distant coastline in the background?",
+          "options": [
+            "Less than 1 minute",
+            "1-2 minutes",
+            "2-3 minutes",
+            "More than 3 minutes"
+          ],
+          "answer": "1-2 minutes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Does the lighting on the background elements (ocean, trees, sky) remain consistent across their appearances?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Are there instances where the lighthouse is partially occluded by the flagpole, tree, or benches?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "When the flagpole occludes the top of the lighthouse, is the revealed portion consistent with the previously visible top?",
+          "options": [
+            "Perfectly consistent",
+            "Slightly inconsistent",
+            "Consistent with minor variations",
+            "Inconsistent"
+          ],
+          "answer": "Perfectly consistent",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Does the tree in the foreground consistently reveal the same part of the lighthouse wall when it moves out of the way?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "How often does the camera reveal a previously occluded section of the lighthouse?",
+          "options": [
+            "Rarely",
+            "Occasionally",
+            "Frequently",
+            "Always"
+          ],
+          "answer": "Frequently",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Are the details (e.g., brick texture, window grilles) on the lighthouse wall consistent when revealed after being occluded?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_4917553f77bf46830cbc3ef9a6f6aea706f13c0938c5c828ae6670bf79045857_spatial"
+  },
+  {
+    "task_id": "mem_tnt_0b199d304a74f9c3d2003c36f68bbf95fa52d9983fd2275bdae66a61e23d49d5_spatial",
+    "instance_id": "mem_tnt_0b199d304a74f9c3d2003c36f68bbf95fa52d9983fd2275bdae66a61e23d49d5",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_0b199d304a74f9c3d2003c36f68bbf95fa52d9983fd2275bdae66a61e23d49d5.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a detailed exploration of a Panther tank, numbered '501', displayed in an open hangar alongside other military tanks. The camera performs a continuous circular movement around the tank, capturing its camouflage pattern, six road wheels on each side, and various external features such as the turret, tracks, and mounted equipment. As the camera pans horizontally and tilts vertically, it zooms in and out to highlight specific details while maintaining consistent spatial relationships with the tank. The open hangar bay door and surrounding tanks periodically reappear in the background, ensuring environmental continuity. The video concludes with a final panoramic view of the Panther tank from multiple angles."
+        ],
+        "level_2": [
+          "At the beginning, the camera focuses on the Panther tank '501', highlighting its camouflage design and the number '501' on the turret. The camera then starts a horizontal pan around the tank, revealing its side profile and the six road wheels on each side. In the middle, the camera tilts upward to capture the turret and gun barrel, then zooms out to show the tank's overall structure within the hangar setting. Toward the end, the camera retraces its path, revisiting earlier viewpoints and providing a comprehensive overview of the tank from all angles, with the open hangar door and other tanks consistently visible in the background."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a close-up shot of the Panther tank '501', focusing on its front-left side. The camera captures the detailed camouflage pattern, the number '501' on the turret, and the initial road wheels. The open hangar bay door is visible in the background, along with parts of other tanks lined up nearby.",
+          "20-40%: The camera begins a smooth horizontal pan to the right, circling the tank and revealing its side profile. As it moves, the camera tilts slightly upward to focus on the turret and gun barrel, then zooms out to provide a broader view of the tank's length and its position within the hangar. The background remains consistent, showing the open bay door and adjacent tanks.",
+          "40-60%: Continuing its circular motion, the camera moves toward the rear of the Panther tank, capturing the back panel and exhaust pipes. It then tilts downward to focus on the tracks and road wheels, zooming in for a detailed look at these components. The camera retraces part of its earlier path, revisiting the side and front views of the tank while maintaining spatial consistency with the environment.",
+          "60-80%: The camera completes its circle around the tank, returning to the front-left side. It zooms in again on the turret and gun barrel, emphasizing the number '501' and the intricate details of the tank's exterior. The open hangar door and other tanks in the background reappear, reinforcing the spatial context. The camera then begins to pull back, preparing for the final overview.",
+          "80-100%: In the final segment, the camera provides a panoramic view of the Panther tank '501' from multiple angles, summarizing the earlier detailed shots. It pans slowly around the tank once more, ensuring all key features are captured. The video concludes with a wide shot that encompasses the entire tank and its surroundings, leaving a lasting impression of the vehicle's imposing presence in the hangar."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera perform a loop-like horizontal motion around the tank?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How does the camera handle revisiting the initial left-side view of the tank after circling around?",
+          "options": [
+            "A. It perfectly recovers the original viewpoint",
+            "B. It shows a slightly different angle",
+            "C. It fails to recover the viewpoint at all",
+            "D. It zooms in unexpectedly"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are there instances where the camera returns to a previously seen angle of the tank's front-left side?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "When the camera moves from the front to the rear of the tank, does it maintain a consistent height and distance?",
+          "options": [
+            "A. Yes, consistently",
+            "B. No, there are noticeable changes",
+            "C. Sometimes, but not always",
+            "D. The camera only moves horizontally"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the tank's number '501' remain clearly visible and consistently positioned in the frame during the circular pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "When the camera retraces its path to the front of the tank, does it align precisely with the earlier front view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "After moving to the rear of the tank, how does the camera's return to the side view compare to the initial side view?",
+          "options": [
+            "A. It is identical",
+            "B. It is slightly off in angle",
+            "C. It is zoomed in differently",
+            "D. It shows a different section of the tank"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera consistently recover the initial left-side view after completing a full 360-degree pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What happens when the camera moves from the right side back to the front of the tank?",
+          "options": [
+            "A. It seamlessly transitions to the front view",
+            "B. It jumps to a different angle abruptly",
+            "C. It loses sight of the tank temporarily",
+            "D. It zooms out significantly"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is there any noticeable drift or misalignment when the camera returns to a previously visited angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the camera maintain consistent vertical alignment with the tank when tilting up to show the top of the turret?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When the camera tilts down to focus on the tank's tracks, does it return to the same vertical level when showing the front again?",
+          "options": [
+            "A. Yes, exactly the same level",
+            "B. Slightly higher",
+            "C. Slightly lower",
+            "D. It varies unpredictably"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Are the relative positions of the tank's road wheels consistent when viewed from different elevations?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "How does the camera handle the transition from a high-angle view of the turret to a low-angle view of the tracks?",
+          "options": [
+            "A. It smoothly transitions without distortion",
+            "B. It causes a noticeable shift in object size",
+            "C. It loses detail in the tank's features",
+            "D. It distorts the background elements"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the open hangar door in the background remain consistently visible and aligned with the tank's position during vertical camera movements?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When the camera zooms in on the tank's number '501', does it maintain the correct scale relative to the rest of the tank?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "After zooming out from a close-up of the tracks, does the tank appear at the same scale as before?",
+          "options": [
+            "A. Yes, perfectly scaled",
+            "B. Slightly larger",
+            "C. Slightly smaller",
+            "D. Significantly different"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Does the relative size of the tank's road wheels remain consistent when zooming in and out?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "When the camera zooms in on the front hull, do the proportions of the hatches and vents match their appearance in wider shots?",
+          "options": [
+            "A. Yes, exact match",
+            "B. Slight discrepancy",
+            "C. Noticeable difference",
+            "D. Cannot determine"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Is there any evidence of inconsistent scaling when comparing the tank's length in wide shots versus close-ups?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "When the open hangar door re-enters the frame after being out of view, does it look identical to its previous appearance?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "How consistent is the appearance of the other tanks in the background when they re-enter the frame?",
+          "options": [
+            "A. Identical to their first appearance",
+            "B. Slightly different due to lighting",
+            "C. Hardly recognizable",
+            "D. Completely new tanks"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the lighting on the re-entering background elements (e.g., trees outside) match their previous illumination?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "When the camera pans left and the open door exits, then later re-enters, is the door's position and state (open/closed) consistent?",
+          "options": [
+            "A. Always consistent",
+            "B. Sometimes inconsistent",
+            "C. Rarely consistent",
+            "D. Completely unpredictable"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Are the relative positions of the background tanks stable when they re-enter the frame compared to their initial placement?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "When the camera moves behind the tank and reveals a part of the background that was previously occluded, does it match the earlier view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "How consistent is the appearance of the wall-mounted windows in the background when they are revealed after being occluded?",
+          "options": [
+            "A. Perfectly consistent",
+            "B. Slightly altered",
+            "C. Noticeably different",
+            "D. Unrecognizable"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Does the re-revealed portion of the open hangar door retain the same level of brightness and detail?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "When the tank partially occludes the other tanks in the background, do they appear unchanged once fully revealed again?",
+          "options": [
+            "A. Yes, identical",
+            "B. Slightly faded",
+            "C. Different markings",
+            "D. Distorted in shape"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Are the details on the far wall (e.g., pictures or signs) consistent when they are occluded and then revealed again?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_0b199d304a74f9c3d2003c36f68bbf95fa52d9983fd2275bdae66a61e23d49d5_spatial"
+  },
+  {
+    "task_id": "mem_tnt_5817f81eddb995fc6004532115c631a2eba651d7af9e085afc3210a19e0e1904_spatial",
+    "instance_id": "mem_tnt_5817f81eddb995fc6004532115c631a2eba651d7af9e085afc3210a19e0e1904",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_5817f81eddb995fc6004532115c631a2eba651d7af9e085afc3210a19e0e1904.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video explores a spacious banquet hall with a wooden truss ceiling featuring exposed beams and elegant chandeliers. The camera moves through the room, capturing rows of green chairs set around tables covered in light purple tablecloths, white pillars with decorative capitals, and glass doors leading to an outdoor terrace named 'Pacific Terrace.' As the camera navigates, it revisits key areas such as the buffet table with silver chafing dishes, the left side near the glass doors, and the central area around the pillars and chandeliers. The video emphasizes spatial consistency by retracing paths and maintaining coherent vertical perspectives, ensuring that background elements like potted plants and distant walls reappear consistently upon re-entry."
+        ],
+        "level_2": [
+          "At the beginning, the video introduces the banquet hall's grand interior, focusing on the wooden ceiling beams and chandeliers while showcasing the neatly arranged tables and chairs. The camera then moves toward the right side of the room, revealing the buffet area with its silver chafing dishes and decorative lanterns. In the middle, the camera retraces its path back to the left side near the glass doors, emphasizing the continuity of spatial features such as the white pillars and potted plants. Toward the end, the camera tilts upward to highlight the intricate details of the ceiling before returning to capture the full expanse of the room once more.",
+          "In the first third of the video, the focus is on the overall layout of the banquet hall, including the wooden ceiling, chandeliers, and the arrangement of tables and chairs. The camera then shifts to explore the right side of the room, highlighting the buffet table and its surroundings. As the video progresses into the second third, the camera retraces its earlier path, revisiting the left side of the room near the glass doors and re-emphasizing the spatial consistency of the environment. In the final third, the camera tilts up to showcase the ceiling's architectural details before panning back down to capture the entire room from a fresh perspective.",
+          "The initial segment of the video sets the scene by capturing the banquet hall's main features: the wooden ceiling with beams and chandeliers, the rows of green chairs, and the tables set for an event. The middle section focuses on the buffet area and the right side of the room, where the camera captures the silver chafing dishes and decorative elements. Toward the end, the video revisits previously seen areas, such as the left side near the glass doors and the central part of the room, ensuring that spatial relationships remain consistent throughout the exploration."
+        ],
+        "level_3": [
+          "The video opens with a sweeping view of the banquet hall, highlighting the wooden truss ceiling with its intricate beams and ornate chandeliers. The camera then moves to the right, revealing the buffet table adorned with silver chafing dishes and decorative lanterns, while also capturing the large windows and glass doors leading to the Pacific Terrace. The scene transitions smoothly as the camera begins to retrace its path, returning to the left side of the room near the glass doors, where the spatial consistency of the white pillars and potted plants is maintained.",
+          "As the video progresses, the camera continues its journey through the banquet hall, focusing on the detailed architecture of the ceiling and the evenly spaced chandeliers. The middle portion of the video revisits the buffet area, emphasizing the decorative elements and the spatial coherence of the environment. The camera then moves back toward the left side of the room, capturing the glass doors and the outdoor terrace, ensuring that the spatial relationships between objects remain consistent.",
+          "In the third segment, the camera tilts upward to showcase the ceiling's wooden beams and the intricate design of the chandeliers, providing a detailed view of the room's upper structure. The video then transitions to a broader perspective, capturing the entire banquet hall from a new angle, highlighting the rows of green chairs and the tables set for an event. The final segment returns to the buffet area, reinforcing the spatial consistency of the environment before concluding with a panoramic view of the entire room.",
+          "The fourth segment of the video focuses on the left side of the banquet hall, near the glass doors leading to the Pacific Terrace. The camera captures the white pillars and potted plants, ensuring that these elements remain consistent with their earlier appearances. The video then moves back toward the center of the room, revisiting the area around the pillars and chandeliers, and finally tilts upward to emphasize the ceiling's architectural details once more.",
+          "Toward the end of the video, the camera pans across the banquet hall, capturing the rows of green chairs and the tables set for an event. The video concludes with a final sweep of the room, highlighting the wooden ceiling beams and chandeliers, and ensuring that all spatial relationships and environmental cues remain consistent throughout the entire exploration."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera revisit a similar view of the central chandelier and pillar area more than once?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How many distinct times does the camera appear to circle or loop around the main chandelier area?",
+          "options": [
+            "Once",
+            "Twice",
+            "Three Times",
+            "Four Times"
+          ],
+          "answer": "Twice",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is there evidence of the camera performing a horizontal pan that returns to a prior viewpoint within a short time frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "During which segment is the horizontal looping motion most evident?",
+          "options": [
+            "10 seconds-20 seconds",
+            "20 seconds-40 seconds",
+            "40 seconds-60 seconds",
+            "60 seconds-80 seconds"
+          ],
+          "answer": "10 seconds-20 seconds",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the camera's horizontal movement create a sense of revisiting the same general area multiple times?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera return to the buffet table area after initially moving away from it?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "In which time segment does the camera first retrace its path back towards the initial viewpoint near the glass doors?",
+          "options": [
+            "30 seconds-50 seconds",
+            "50 seconds-70 seconds",
+            "70 seconds-90 seconds",
+            "90 seconds-110 seconds"
+          ],
+          "answer": "50 seconds-70 seconds",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are there at least two instances where the camera revisits the same section of the room (e.g., the left wall with windows)?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What is the primary reason for the path-retracing motion in this video?",
+          "options": [
+            "To showcase different lighting conditions",
+            "To provide a comprehensive tour of the space",
+            "To test camera stability",
+            "To focus on specific objects like chandeliers"
+          ],
+          "answer": "To provide a comprehensive tour of the space",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the camera's retraced path show consistent spatial relationships between objects like tables, chairs, and plants?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the camera tilt significantly upwards to capture the ceiling structure multiple times?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "At what point does the camera perform a pronounced upward tilt to focus on the ceiling beams and chandeliers?",
+          "options": [
+            "0 seconds-10 seconds",
+            "10 seconds-20 seconds",
+            "20 seconds-30 seconds",
+            "30 seconds-40 seconds"
+          ],
+          "answer": "20 seconds-30 seconds",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "When the camera tilts down from the ceiling, do the relative positions of the chandeliers and beams match their previous appearance?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "How does the camera handle vertical perspective changes when transitioning between floor level and ceiling views?",
+          "options": [
+            "Maintains consistent scale and alignment",
+            "Shows noticeable distortion",
+            "Requires manual adjustment",
+            "Results in disorienting shifts"
+          ],
+          "answer": "Maintains consistent scale and alignment",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Is there a clear continuity in the vertical perspective when the camera moves between the buffet table and the ceiling?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Do the glass doors labeled 'PACIFIC TERRACE' re-enter the frame after being out of view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "Which background element consistently reappears throughout the video?",
+          "options": [
+            "The white pillars",
+            "The buffet table",
+            "The glass doors",
+            "The chandeliers"
+          ],
+          "answer": "The glass doors",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "When the glass doors re-enter the frame, is the outdoor terrace visible and consistent with previous appearances?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "In which segment does the camera first show the outdoor terrace through the glass doors?",
+          "options": [
+            "0 seconds-10 seconds",
+            "10 seconds-20 seconds",
+            "20 seconds-30 seconds",
+            "30 seconds-40 seconds"
+          ],
+          "answer": "0 seconds-10 seconds",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Are the background elements like potted plants and outdoor furniture consistent each time they reappear?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Is the area near the exit doors consistently visible when it reappears after being occluded?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which part of the room is initially occluded by a pillar and later fully revealed?",
+          "options": [
+            "The left wall with windows",
+            "The buffet table",
+            "The far end near the exit doors",
+            "The central chandelier area"
+          ],
+          "answer": "The far end near the exit doors",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "When the occluded area near the exit doors is revealed, do the details match previous views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "At what time does the camera first reveal the area near the exit doors after it was occluded?",
+          "options": [
+            "40 seconds-60 seconds",
+            "60 seconds-80 seconds",
+            "80 seconds-100 seconds",
+            "100 seconds-120 seconds"
+          ],
+          "answer": "60 seconds-80 seconds",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Is there a moment where a previously occluded section of the room is shown again without any noticeable change?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the video revisit the buffet table with silver chafing dishes more than once?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:26.729590"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which object is consistently referenced across multiple segments as a key feature of the room?",
+          "options": [
+            "A. Green chairs",
+            "B. Silver chafing dishes",
+            "C. Pacific Terrace",
+            "D. Glass doors"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:26.729617"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Is the ceiling structure described as having intricate beams that must remain geometrically consistent?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:26.729625"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "What aspect of the ceiling must be preserved when viewed from multiple angles?",
+          "options": [
+            "A. Color scheme",
+            "B. Beam alignment",
+            "C. Lighting intensity",
+            "D. Number of chandeliers"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:26.729630"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Are the chandeliers described as having intricate designs that must appear consistent?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:26.729635"
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "Which element's texture is emphasized as needing consistency across camera movements?",
+          "options": [
+            "A. Tablecloths",
+            "B. Chandeliers",
+            "C. Chairs",
+            "D. Pillars"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:26.729639"
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Does the camera move back along the same path toward the left side of the room?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Spatial & Environment Consistency | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:26.729645"
+        },
+        {
+          "question_id": "33",
+          "type": "multiple_choice",
+          "question": "What kind of camera motion is required to ensure spatial continuity?",
+          "options": [
+            "A. Random panning",
+            "B. Repeating path traversal",
+            "C. Rapid zooming",
+            "D. Vertical tilt only"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Spatial & Environment Consistency | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:26.729649"
+        },
+        {
+          "question_id": "34",
+          "type": "binary",
+          "question": "Does the video return to the left side near the glass doors after moving away?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Spatial & Environment Consistency | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:26.729655"
+        },
+        {
+          "question_id": "35",
+          "type": "multiple_choice",
+          "question": "When the camera returns to previously seen areas, what must remain consistent?",
+          "options": [
+            "A. Lighting conditions",
+            "B. Object positions",
+            "C. Camera speed",
+            "D. Audio cues"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Spatial & Environment Consistency | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:26.729659"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_5817f81eddb995fc6004532115c631a2eba651d7af9e085afc3210a19e0e1904_spatial"
+  },
+  {
+    "task_id": "mem_tnt_f407eca1d989587c5c350fce42156c235b6e17dedc08c1013fa739d1088d83f2_spatial",
+    "instance_id": "mem_tnt_f407eca1d989587c5c350fce42156c235b6e17dedc08c1013fa739d1088d83f2",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_f407eca1d989587c5c350fce42156c235b6e17dedc08c1013fa739d1088d83f2.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video explores the grand interior of a rotunda, beginning with a sweeping horizontal pan around the circular marble columns and mosaic floor patterns. The camera ascends to reveal the intricate stained-glass dome, capturing its vibrant colors and geometric designs from various vertical perspectives. As the journey continues, the viewer is taken back down to the ground level, retracing steps past the historical murals and ornate balcony railings. The sequence loops back to revisit earlier viewpoints, ensuring consistent alignment of architectural elements like the columns, floor mosaics, and wall sconces, while maintaining smooth transitions between elevation changes and background re-entries."
+        ],
+        "level_2": [
+          "At the beginning, the camera pans horizontally around the rotunda's base, showcasing the detailed marble columns and the geometric patterns of the mosaic floor. Moving upward, the focus shifts to the stunning stained-glass dome, highlighting its elaborate designs and the interplay of light. The middle section features a descent back to the ground level, retracing the path past the ornate balcony railings and historical murals, ensuring visual consistency in object placement and lighting. Toward the end, the camera revisits earlier angles, reinforcing the spatial coherence of the rotunda's architecture.",
+          "In the first third, the video captures the rotunda's lower level with a horizontal pan that emphasizes the marble columns and mosaic floor. The ascent to the dome follows, revealing the stained-glass ceiling from multiple vertical perspectives. The middle part involves a return to the ground level, retracing the path past the murals and railings, ensuring consistent alignment of these elements. The final third revisits earlier viewpoints, particularly focusing on the interplay between the dome's patterns and the floor's geometry, while smoothly transitioning between different elevations.",
+          "The initial segment introduces the rotunda's lower level, with a horizontal pan around the marble columns and mosaic floor, setting the stage for the architectural details. The middle portion ascends to explore the stained-glass dome from various angles, capturing its vibrant colors and intricate designs. The latter part retraces the path back to the ground level, revisiting the murals and railings, ensuring consistent spatial relationships and lighting effects. The video concludes by looping back to earlier viewpoints, reinforcing the cohesive exploration of the rotunda's interior."
+        ],
+        "level_3": [
+          "The video opens with a horizontal pan around the rotunda's base, focusing on the marble columns and mosaic floor patterns. The camera begins its ascent, capturing the initial views of the stained-glass dome from a low angle, emphasizing the geometric designs and vibrant colors. As the pan continues, the viewer is introduced to the upper levels, where the ornate balcony railings and wall sconces come into view, setting the stage for the detailed exploration of the dome's architecture.",
+          "In the second segment, the camera continues its upward movement, offering closer views of the stained-glass dome from various vertical perspectives. The intricate patterns and interplay of light become more pronounced as the camera moves higher. The scene transitions back to the ground level, retracing the path past the historical murals and ornate balcony railings, ensuring consistent alignment and orientation of these elements. The segment concludes with a smooth descent, preparing the viewer for the next phase of the exploration.",
+          "The third segment focuses on the detailed examination of the stained-glass dome from multiple angles, highlighting its elaborate designs and vibrant colors. The camera then descends back to the ground level, retracing the path past the murals and railings, ensuring consistent spatial relationships and lighting effects. The segment ends with a loop back to earlier viewpoints, particularly focusing on the interplay between the dome's patterns and the floor's geometry, while smoothly transitioning between different elevations.",
+          "As the video progresses, the camera revisits earlier angles, particularly focusing on the interplay between the dome's patterns and the floor's geometry. The ascent to the dome's upper levels offers new perspectives, capturing the intricate designs and vibrant colors from various vertical angles. The descent back to the ground level retraces the path past the murals and railings, ensuring consistent alignment and orientation of these elements. The segment concludes with a smooth transition back to the initial viewpoints, reinforcing the cohesive exploration of the rotunda's interior.",
+          "The final segment revisits the rotunda's lower level, with a horizontal pan around the marble columns and mosaic floor, reinforcing the spatial coherence established earlier. The camera ascends once more to explore the stained-glass dome from multiple angles, capturing its vibrant colors and intricate designs. The video concludes with a smooth descent back to the ground level, retracing the path past the murals and railings, ensuring consistent alignment and orientation of these elements. The sequence loops back to the starting viewpoint, providing a comprehensive and cohesive exploration of the rotunda's interior architecture."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera perform a full or partial horizontal loop around the rotunda?",
+          "options": [
+            "Full",
+            "Partial",
+            "No",
+            "Cannot determine"
+          ],
+          "answer": "Full",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How many distinct horizontal loops does the camera complete while exploring the rotunda?",
+          "options": [
+            "1",
+            "2-3",
+            "4-5",
+            "More than 5"
+          ],
+          "answer": "2-3",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the marble columns consistently positioned relative to each other across different horizontal loops?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary purpose of the horizontal loop memory test in this video?",
+          "options": [
+            "To assess the consistency of the stained-glass dome's appearance",
+            "To evaluate the stability of the mosaic floor patterns during rotation",
+            "To verify that repeated views of architectural elements match exactly",
+            "To measure the accuracy of the camera's vertical tilt mechanism"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the camera return to a previously seen angle of the balustrade after completing a horizontal loop?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera retrace its path towards the central mosaic floor more than once?",
+          "options": [
+            "Yes",
+            "No",
+            "Rarely",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "How many times does the camera descend the main staircase and return to the ground level?",
+          "options": [
+            "Once",
+            "Twice",
+            "Three times",
+            "More than three times"
+          ],
+          "answer": "Twice",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "When the camera retraces its path, are the lighting conditions on the mosaic floor consistent with earlier visits?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What visual element shows the most consistent re-entry after path retracing?",
+          "options": [
+            "The central mosaic design",
+            "The base of the marble columns",
+            "The stained-glass dome",
+            "The historical murals on the walls"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is the relative scale of the balustrade consistent when viewed from the same elevation after retracing the path?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the camera maintain consistent vertical perspective alignment between the mosaic floor and the stained-glass dome?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "How does the camera's vertical tilt affect the perceived size of the stained-glass windows when looking directly up?",
+          "options": [
+            "They appear smaller",
+            "They appear larger",
+            "Their size remains constant",
+            "Cannot determine"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Are the patterns on the stained-glass dome consistently aligned with the geometric patterns on the mosaic floor?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "What happens to the relative position of the dome's center when the camera tilts down from the top view?",
+          "options": [
+            "It moves towards the edge of the frame",
+            "It remains centered",
+            "It shifts off-center",
+            "It disappears from view"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the camera preserve the vertical alignment of the marble columns when transitioning from ground level to the balcony?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Do the historical murals on the walls re-enter the frame consistently after being out of view?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "Which background element shows the most consistent re-entry pattern?",
+          "options": [
+            "The 'Sports Hall of Fame' posters",
+            "The wall-mounted sconces",
+            "The wooden doors",
+            "The mosaic floor patterns"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are the lighting conditions on the re-entering murals consistent with their initial appearance?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "What causes the most noticeable change in the background when it re-enters the frame?",
+          "options": [
+            "Change in camera angle",
+            "Change in lighting",
+            "Change in distance",
+            "Change in occlusion"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Does the 'Sports Hall of Fame' poster maintain the same orientation and clarity upon re-entry into the frame?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Are the details of the balustrade consistently visible when revealed after being occluded by a column?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "What is the most common cause of occlusion in the video?",
+          "options": [
+            "Marble columns",
+            "Staircase railings",
+            "Mosaic floor patterns",
+            "Ceiling fixtures"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the revealed portion of the wooden door match its previous appearance in terms of color and detail?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "How long does it typically take for an occluded element to be fully revealed again?",
+          "options": [
+            "Less than 5 seconds",
+            "5-10 seconds",
+            "10-15 seconds",
+            "More than 15 seconds"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Are the wall sconces consistently illuminated when they reappear after being occluded?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the video revisit the same architectural elements multiple times?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:19.373001"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which of the following objects is consistently referenced across multiple segments?",
+          "options": [
+            "A. Marble columns",
+            "B. A moving person",
+            "C. A changing light source",
+            "D. A temporary banner"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:19.373036"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Are geometric patterns like floor mosaics and dome designs viewed from multiple angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:19.373048"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "What must remain unchanged when viewing the rotunda from different heights?",
+          "options": [
+            "A. The number of columns",
+            "B. The color of the sky outside",
+            "C. The lighting direction",
+            "D. The camera speed"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:19.373055"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Are fine details like stained-glass patterns highlighted during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:19.373063"
+        },
+        {
+          "question_id": "31",
+          "type": "binary",
+          "question": "Does the camera perform a horizontal pan around the rotunda?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:19.373071"
+        },
+        {
+          "question_id": "32",
+          "type": "multiple_choice",
+          "question": "What type of camera motion is required to maintain loop memory?",
+          "options": [
+            "A. Random zooms",
+            "B. Vertical tilt only",
+            "C. Full 360-degree rotation",
+            "D. Linear forward movement"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:19.373077"
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "Does the camera move back along the same path after ascending?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:19.373084"
+        },
+        {
+          "question_id": "34",
+          "type": "binary",
+          "question": "Does the camera move up and down within the rotunda?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:19.373092"
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "Are background areas like murals revisited after leaving them?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:19.373101"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_f407eca1d989587c5c350fce42156c235b6e17dedc08c1013fa739d1088d83f2_spatial"
+  },
+  {
+    "task_id": "mem_tnt_2114a5ba3a1cca5645c63f9019c21558f5c4f2573109913bf20b6c7ea56b1d3d_spatial",
+    "instance_id": "mem_tnt_2114a5ba3a1cca5645c63f9019c21558f5c4f2573109913bf20b6c7ea56b1d3d",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_2114a5ba3a1cca5645c63f9019c21558f5c4f2573109913bf20b6c7ea56b1d3d.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video presents a comprehensive exploration of the Herbert Maier Memorial Auditorium, a classical building featuring prominent columns, a grand dome ceiling, and surrounding park elements. The camera moves dynamically around the structure, capturing various perspectives including close-ups of architectural details like the ornate cornices and balustrades, wide shots of the entire building, and views looking up at the dome or down at the steps. As the camera pans horizontally and vertically, it retraces paths multiple times, allowing for direct comparison of previously seen viewpoints. Background elements such as trees, benches, and pathways consistently re-enter the frame, maintaining spatial continuity. The video concludes with a final wide shot that encompasses the full scope of the auditorium and its surroundings."
+        ],
+        "level_2": [
+          "At the beginning, the video focuses on the exterior of the Herbert Maier Memorial Auditorium, highlighting its classical design with a series of tall columns supporting a decorative balustrade. The camera pans left and right, revealing the semi-circular stage area with a detailed dome ceiling. In the middle section, the camera moves closer to capture intricate details of the building's facade, including sculpted decorations above the archway and the texture of the stone columns. It also explores the surrounding park, showing how trees and pathways frame the structure. Toward the end, the video returns to earlier perspectives, emphasizing the symmetry and grandeur of the auditorium while incorporating new angles that showcase the vertical scale of the dome and the horizontal expanse of the colonnade.",
+          "In the first third of the video, the camera starts by focusing on the front entrance of the Herbert Maier Memorial Auditorium, showcasing the imposing columns and the semi-circular stage area with its detailed dome ceiling. The middle portion of the video involves more dynamic camera movements, including tilting upwards to emphasize the height of the dome and panning around the building to reveal additional architectural features such as the balustrades and ornate carvings. The final third revisits earlier viewpoints, reinforcing spatial memory by retracing the camera's path and providing a cohesive narrative of the building's design and its integration into the park setting.",
+          "The initial segment of the video introduces the Herbert Maier Memorial Auditorium from a frontal perspective, emphasizing the symmetrical arrangement of columns and the elegant dome ceiling. As the video progresses into the second third, the camera explores the building from different angles, moving along the colonnade and capturing close-up details of the stonework and decorative elements. The latter part of the video focuses on vertical perspective changes, looking up at the dome and down at the steps leading to the stage, while also revisiting earlier viewpoints to ensure spatial consistency. Throughout, the surrounding park elements remain visible, contributing to the overall environmental context."
+        ],
+        "level_3": [
+          "The video opens with a sweeping view of the Herbert Maier Memorial Auditorium, focusing on the front entrance characterized by a series of tall, evenly spaced columns supporting a decorative balustrade. The camera slowly pans to the left, revealing the semi-circular stage area with its intricately designed dome ceiling. In the background, park elements such as trees and pathways are visible, framing the structure and adding depth to the scene. The lighting is soft, suggesting an overcast day, which enhances the textures of the stone architecture.",
+          "As the camera continues its movement, it shifts focus to the right side of the auditorium, capturing the continuation of the colonnade and the detailed balustrade. The perspective changes slightly, offering a closer look at the ornate carvings above the archway and the robustness of the columns. The camera then tilts upward, emphasizing the grandeur of the dome and the intricate patterns within it. Meanwhile, the park setting remains consistent, with trees and pathways subtly entering and exiting the frame, maintaining spatial continuity.",
+          "The middle section of the video delves deeper into the architectural details of the Herbert Maier Memorial Auditorium. The camera moves along the colonnade, providing close-up views of the columns' capitals and the textured surfaces of the stone. It then transitions to a lower perspective, looking up at the dome and capturing the interplay of light and shadow across its surface. The surrounding park elements, including benches and flowerbeds, are intermittently visible, reinforcing the connection between the building and its environment. The camera then begins to retrace its path, returning to earlier viewpoints to ensure spatial coherence.",
+          "In the fourth segment, the camera retraces its path around the auditorium, revisiting the front entrance and the semi-circular stage area. This time, however, the perspective is slightly altered, offering a fresh angle on the same features. The camera pans back to the left, capturing the colonnade once again and emphasizing the symmetry of the design. The background elements, such as the trees and pathways, reappear in the frame, maintaining the spatial relationship established earlier. The video then shifts focus to the steps leading up to the stage, highlighting their texture and the metal railings that flank them.",
+          "The final segment of the video provides a comprehensive overview of the Herbert Maier Memorial Auditorium, combining all the previously explored perspectives into a cohesive narrative. The camera moves smoothly around the building, capturing the full scope of its design and the surrounding park setting. It concludes with a wide shot that encompasses the entire structure, from the front entrance to the back colonnade, and includes the park elements that frame it. The lighting remains consistent throughout, ensuring a seamless transition between different parts of the video and reinforcing the spatial and environmental continuity."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera revisit the initial left-side view of the building's columns after exploring other angles?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "After moving to the interior colonnade, does the camera return to an exterior side view that matches the original perspective?",
+          "options": [
+            "A. Exactly matches",
+            "B. Slightly different angle",
+            "C. Significantly altered view",
+            "D. Never returns"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "When the camera moves back to the front steps, do the relative positions of the flagpole and building remain consistent with the opening shot?",
+          "options": [
+            "Yes",
+            "No",
+            "Only partially",
+            "Irrelevant"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "During the exploration, does the camera ever return to a viewpoint identical to the one shown at 0:05s?",
+          "options": [
+            "A. Yes, immediately",
+            "B. Yes, after 20 seconds",
+            "C. No, not at all",
+            "D. No, but similar"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the sequence of views experienced when circling the building reversible, meaning the camera could retrace its exact path back to the start?",
+          "options": [
+            "Yes",
+            "No",
+            "Only partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera complete a full horizontal loop around the building, returning to a view very close to the starting point?",
+          "options": [
+            "Yes",
+            "No",
+            "Only partially",
+            "Irrelevant"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "After completing a horizontal pan to the right, does the camera return to the original left-side view within the first 30 seconds?",
+          "options": [
+            "A. Yes, exactly",
+            "B. Yes, approximately",
+            "C. No, it goes further",
+            "D. No, it doesn't return"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are there at least two instances where the camera shows the same general area of the building from slightly different horizontal angles?",
+          "options": [
+            "Yes",
+            "No",
+            "Only once",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "How would you describe the camera's horizontal movement around the building?",
+          "options": [
+            "A. Smooth and continuous",
+            "B. Jittery and unstable",
+            "C. Random and disorienting",
+            "D. Predictable and linear"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the camera ever show a view that is a direct continuation of a previous horizontal pan, without significant repositioning?",
+          "options": [
+            "Yes",
+            "No",
+            "Only at the end",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "When the camera looks up at the dome from the ground, does it maintain consistent alignment with the dome's position when viewed from the colonnade?",
+          "options": [
+            "Yes",
+            "No",
+            "Only when zoomed in",
+            "Irrelevant"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "After focusing on the base of the columns, does the camera return to a high-angle view of the top of the building that matches the earlier high-angle shot?",
+          "options": [
+            "A. Yes, exactly",
+            "B. Yes, approximately",
+            "C. No, it's different",
+            "D. No, it's lower"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the relative height relationship between the flagpole and the building remain constant throughout the video?",
+          "options": [
+            "Yes",
+            "No",
+            "Only during certain segments",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "How does the camera handle vertical transitions between the ground-level steps and the upper balcony?",
+          "options": [
+            "A. Smooth and consistent",
+            "B. Jarring and inconsistent",
+            "C. Only visible in close-ups",
+            "D. Not applicable"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Is the vertical perspective of the dome ceiling consistent when viewed from both the front and the colonnade?",
+          "options": [
+            "Yes",
+            "No",
+            "Only when zoomed",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When the camera moves to the colonnade, do the trees and bushes seen earlier reappear in the background?",
+          "options": [
+            "Yes",
+            "No",
+            "Only partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "After exiting the colonnade and re-entering from the opposite side, does the background foliage match the initial view?",
+          "options": [
+            "A. Yes, exactly",
+            "B. Yes, approximately",
+            "C. No, it's different",
+            "D. No, it's not visible"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Do the green park benches visible early in the video reappear later in the same locations?",
+          "options": [
+            "Yes",
+            "No",
+            "Only in the distance",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "How consistent is the appearance of the flagpole in the background across different camera angles?",
+          "options": [
+            "A. Always visible and consistent",
+            "B. Occasionally visible",
+            "C. Never visible",
+            "D. Highly variable"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Are the shadows cast by trees on the ground consistent with the sun's position when the camera returns to previously seen areas?",
+          "options": [
+            "Yes",
+            "No",
+            "Only during sunny segments",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the video demonstrate a wide range of camera movements, including panning, tilting, zooming, and rotating?",
+          "options": [
+            "Yes",
+            "No",
+            "Only some types",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which type of camera movement is most prominent in the video?",
+          "options": [
+            "A. Panning",
+            "B. Tilting",
+            "C. Zooming",
+            "D. Rotating"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Are there moments where the camera quickly transitions between vastly different perspectives of the building?",
+          "options": [
+            "Yes",
+            "No",
+            "Only at the beginning",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "How would you rate the complexity of the camera's spatial exploration?",
+          "options": [
+            "A. Very simple",
+            "B. Moderately complex",
+            "C. Highly complex",
+            "D. Impossible to assess"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Does the camera ever lose track of the main building's orientation during its exploration?",
+          "options": [
+            "Yes",
+            "No",
+            "Only briefly",
+            "Cannot determine"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the dome ceiling maintain the same structural identity when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:42.442270"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the requirement for the columns' identity across segments?",
+          "options": [
+            "A. They can change shape slightly depending on lighting",
+            "B. They must appear consistent in form and position",
+            "C. They should be replaced with modern designs",
+            "D. They may disappear in later segments"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:42.442306"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Are the columns evenly spaced and aligned consistently across all views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:42.442321"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "What must remain constant about the semi-circular stage area throughout the video?",
+          "options": [
+            "A. Its color changes based on lighting",
+            "B. Its shape and curvature",
+            "C. Its size shrinks when viewed from afar",
+            "D. It transforms into a rectangular platform"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:42.442328"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Do the stone textures on the columns appear the same in both close-up and wide shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:42.442335"
+        },
+        {
+          "question_id": "31",
+          "type": "binary",
+          "question": "Does the camera return to previously seen viewpoints during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:42.442342"
+        },
+        {
+          "question_id": "32",
+          "type": "multiple_choice",
+          "question": "What is required when the camera retraces its path around the auditorium?",
+          "options": [
+            "A. The background elements must shift randomly",
+            "B. The same spatial relationships must be preserved",
+            "C. The building must appear smaller each time",
+            "D. The lighting must change dramatically"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:42.442348"
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "Do trees and pathways reappear in the same positions when the camera returns to earlier views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:42.442356"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_2114a5ba3a1cca5645c63f9019c21558f5c4f2573109913bf20b6c7ea56b1d3d_spatial"
+  },
+  {
+    "task_id": "mem_tnt_c377e6c6722ada96fe40ab147f9fee05963e9cc40b9e6cdc51dd48e788f2e0d1_spatial",
+    "instance_id": "mem_tnt_c377e6c6722ada96fe40ab147f9fee05963e9cc40b9e6cdc51dd48e788f2e0d1",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_c377e6c6722ada96fe40ab147f9fee05963e9cc40b9e6cdc51dd48e788f2e0d1.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a vintage turquoise flatbed truck with a wooden bed and metal side rails, parked on a paved sidewalk. The truck features the 'San Pedro Square Market' logo on its side. The camera performs a smooth horizontal orbit around the vehicle, capturing it from various angles including the front, sides, and rear. As the camera moves, background elements such as yellow patio umbrellas, street signs (e.g., 'St John'), trees, and nearby buildings repeatedly enter and exit the frame, requiring consistent visual tracking. The lighting is bright daylight, and the scene includes outdoor seating areas with tables and stools. The video emphasizes spatial consistency by revisiting earlier viewpoints and maintaining alignment with the truck's stationary position throughout."
+        ],
+        "level_2": [
+          "At the beginning, the camera focuses on the rear and side of the turquoise flatbed truck, highlighting its weathered paint and wooden bed. The surrounding environment includes a sidewalk with paving tiles, yellow umbrellas, and a street sign for 'St John.' In the middle, the camera pans around the front of the truck, revealing its classic grille and headlights, while background elements like outdoor seating and trees reappear. Toward the end, the camera completes its orbit, returning to the initial side view of the truck, ensuring a seamless loop-like motion and consistent spatial memory of the scene."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a close-up of the truck's rear, showcasing its wooden bed and turquoise body. The camera begins a slow pan to the left, revealing the side profile of the truck and the 'San Pedro Square Market' logo. Background elements like yellow umbrellas and a street sign for 'St John' are visible.",
+          "20-40%: The camera continues its movement, circling the truck toward the front. The front grille and headlights come into view, while the background shifts to show more of the outdoor seating area and trees. The camera then starts retracing its path back toward the rear of the truck.",
+          "40-60%: As the camera orbits back around the rear of the truck, it captures the same details seen earlier, such as the wooden bed and weathered paint. The background elements, including the yellow umbrellas and street sign, re-enter the frame as the camera moves. The truck remains stationary throughout.",
+          "60-80%: The camera completes its orbit and returns to the front of the truck, providing a clear view of the grille and headlights. The background now includes a mix of the outdoor seating area and the street beyond. The camera then begins to pan back toward the side of the truck.",
+          "80-100%: The final segment shows the camera circling back to the side of the truck, mirroring the opening shot. The video concludes with a full view of the truck's side, emphasizing its vintage design and the surrounding urban environment, including the sidewalk, trees, and nearby buildings."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree horizontal rotation around the truck?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How many distinct 360-degree loops around the truck are visible?",
+          "options": [
+            "A. One",
+            "B. Two",
+            "C. Three",
+            "D. Multiple"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are there moments where the camera returns to an exact previous viewpoint?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary type of camera movement observed?",
+          "options": [
+            "A. Vertical panning only",
+            "B. Horizontal looping",
+            "C. Linear path tracing",
+            "D. Random exploration"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the truck appear consistently in terms of orientation and lighting across repeated views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera revisit previously seen angles of the truck's front and side?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "How does the camera handle returning to the truck's front view after circling the rear?",
+          "options": [
+            "A. It jumps abruptly",
+            "B. It retraces a smooth path",
+            "C. It creates a new angle",
+            "D. It distorts the image"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is there evidence of the camera following a consistent path when moving from the side to the rear of the truck?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What happens to the background elements (e.g., umbrellas, tables) when the camera retraces its path?",
+          "options": [
+            "A. They disappear",
+            "B. They reappear in the same position",
+            "C. They change significantly",
+            "D. They become occluded"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the truck's relative position to the sidewalk and background remain consistent across retraced paths?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Do background elements like the yellow umbrellas reappear in the same location after exiting the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "How consistent is the appearance of the 'St John' street sign when it re-enters the frame?",
+          "options": [
+            "A. Slightly different angle",
+            "B. Identical every time",
+            "C. Partially obscured",
+            "D. Never fully visible"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Are the positions of the outdoor tables and chairs consistent when they reappear?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "What happens to the background buildings when the camera moves around the truck?",
+          "options": [
+            "A. They shift perspective but remain recognizable",
+            "B. They disappear entirely",
+            "C. They change identity",
+            "D. They become distorted"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Do the trees and foliage in the background maintain consistent lighting and positioning?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Does the camera exhibit varied movement patterns beyond simple orbiting?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the camera's movement style?",
+          "options": [
+            "A. Strictly linear",
+            "B. Predominantly circular",
+            "C. Random and unpredictable",
+            "D. Structured exploration"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are there noticeable changes in the camera's elevation or tilt during the exploration?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "How does the camera handle transitions between close-ups and wide shots?",
+          "options": [
+            "A. Smooth and consistent",
+            "B. Jarring and inconsistent",
+            "C. Overly zoomed in",
+            "D. Too far away"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Is the overall spatial layout of the scene (truck + surroundings) preserved throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_c377e6c6722ada96fe40ab147f9fee05963e9cc40b9e6cdc51dd48e788f2e0d1_spatial"
+  },
+  {
+    "task_id": "mem_tnt_bb7e1def1dc7dfb3ce3a3d0aae0af412104bb820faaf0a5617451bd6d147bf1a_spatial",
+    "instance_id": "mem_tnt_bb7e1def1dc7dfb3ce3a3d0aae0af412104bb820faaf0a5617451bd6d147bf1a",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_bb7e1def1dc7dfb3ce3a3d0aae0af412104bb820faaf0a5617451bd6d147bf1a.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a detailed exploration of a weathered green Western Pacific locomotive, numbered 713, stationed in a railway yard. The camera performs a dynamic circular pan around the locomotive, capturing its front, sides, and rear while highlighting features such as the orange safety railings, steps, and the 'WESTERN PACIFIC' lettering. As the camera moves, it tilts up and down to show both high-angle views of the roof and low-angle perspectives of the wheels and undercarriage. The background includes a hilly green landscape under a clear blue sky, with another blue locomotive visible in the distance and various railway equipment scattered around. The video revisits similar angles multiple times, particularly when circling back to the front and side views, maintaining spatial consistency and coherence throughout."
+        ],
+        "level_2": [
+          "At the beginning, the video focuses on the front of the green Western Pacific locomotive, number 713, with the camera slowly panning to the left to reveal its side profile. The orange safety railings and steps are prominently visible, and the 'WESTERN PACIFIC' lettering is clearly displayed. In the middle, the camera continues its circular movement, tilting upwards to capture the roof and then downwards to focus on the wheels and undercarriage. The background features a hilly green landscape and a clear blue sky, with a blue locomotive and various railway equipment in view. Toward the end, the camera retraces its path, circling back to the front of the locomotive and providing a comprehensive view of its entire structure, maintaining consistent spatial memory and background coherence."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a close-up view of the front of the green Western Pacific locomotive, number 713. The camera slowly pans to the left, revealing the orange safety railings and steps leading up to the locomotive's cabin. The 'WESTERN PACIFIC' lettering is prominently displayed on the side. The background shows a hilly green landscape under a clear blue sky, with a blue locomotive visible in the distance.",
+          "20-40%: As the camera continues its circular movement, it tilts upwards to capture the roof of the locomotive, showcasing its vents and other features. It then tilts downwards to focus on the wheels and undercarriage, highlighting the mechanical details. The camera moves along the side of the locomotive, providing a full view of its length and the surrounding railway yard, which includes various equipment and another blue locomotive in the background.",
+          "40-60%: The camera completes its circle around the locomotive, returning to the front view. It then begins to move towards the rear, capturing the back of the locomotive and the coupling mechanism. The orange traffic cones near the tracks are visible, and the camera continues to tilt and pan, ensuring all angles of the locomotive are shown. The background remains consistent with the hilly landscape and clear sky.",
+          "60-80%: The camera retraces its path along the side of the locomotive, moving back towards the front. It captures the same details as before, including the orange railings, steps, and the 'WESTERN PACIFIC' lettering. The camera then circles back to the front, providing a final comprehensive view of the locomotive from this angle. The background elements, such as the hills and blue sky, re-enter the frame consistently.",
+          "80-100%: In the final segment, the camera continues to explore the locomotive from various angles, focusing on the front and side views. It captures the intricate details of the locomotive's structure, including the wheels, undercarriage, and safety features. The video concludes with a wide shot of the locomotive, emphasizing its position in the railway yard and the surrounding environment, maintaining spatial consistency and coherence throughout."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera perform a loop-like horizontal motion around the locomotive?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "It's ambiguous"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How many times does the camera revisit the front view of locomotive 713?",
+          "options": [
+            "A. Once",
+            "B. Twice",
+            "C. Three times",
+            "D. More than three times"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is there evidence of the camera completing a full 360-degree horizontal rotation around the locomotive?",
+          "options": [
+            "Yes",
+            "No",
+            "It's partially visible",
+            "It cannot be determined"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "During the horizontal loop, which landmark is consistently visible in the background?",
+          "options": [
+            "A. The blue locomotive",
+            "B. The hilly green landscape",
+            "C. The orange traffic cones",
+            "D. The yellow construction vehicles"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the camera revisit the same side angle of the locomotive more than once during the pan?",
+          "options": [
+            "Yes",
+            "No",
+            "Rarely",
+            "It's inconsistent"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera retrace its path along the side of the locomotive?",
+          "options": [
+            "Yes",
+            "No",
+            "Sometimes",
+            "It's unclear"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "How many distinct segments of the locomotive's side are revisited at least twice?",
+          "options": [
+            "A. One segment",
+            "B. Two segments",
+            "C. Three or more segments",
+            "D. None"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "When the camera moves from the front to the rear of the locomotive, does it return to the front view later?",
+          "options": [
+            "Yes",
+            "No",
+            "Only partially",
+            "It depends on the angle"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What visual cue indicates that the camera has retraced a path?",
+          "options": [
+            "A. The appearance of the orange cones from a new angle",
+            "B. The locomotive's shadow shifts identically",
+            "C. The reappearance of the blue locomotive in the background",
+            "D. The repeated view of the 'WESTERN PACIFIC' lettering"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is the sequence of views along the locomotive's side consistent when retraced?",
+          "options": [
+            "Yes",
+            "No",
+            "It varies slightly",
+            "It's unpredictable"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the camera change its vertical perspective significantly while filming the locomotive?",
+          "options": [
+            "Yes",
+            "No",
+            "Slightly",
+            "It's negligible"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "At which point is the highest vertical angle captured?",
+          "options": [
+            "A. When showing the top of the locomotive's roof",
+            "B. When focusing on the wheels",
+            "C. When capturing the front grille",
+            "D. When viewing the side lettering"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Are low-angle shots of the locomotive's undercarriage consistently aligned with higher-angle shots?",
+          "options": [
+            "Yes",
+            "No",
+            "Only when the camera is static",
+            "It's inconsistent"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Which of the following is NOT a consistent vertical perspective element?",
+          "options": [
+            "A. The orange safety railings",
+            "B. The '713' number on the front",
+            "C. The gravel ballast beneath the tracks",
+            "D. The blue locomotive in the background"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the camera maintain a consistent vertical scale when transitioning between high and low angles?",
+          "options": [
+            "Yes",
+            "No",
+            "It varies depending on zoom",
+            "It's not applicable"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Do background elements such as the hills and trees re-enter the frame after being out of view?",
+          "options": [
+            "Yes",
+            "No",
+            "Rarely",
+            "It's inconsistent"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "Which background element is most consistently visible throughout the video?",
+          "options": [
+            "A. The blue locomotive",
+            "B. The hilly green landscape",
+            "C. The orange traffic cones",
+            "D. The white pickup trucks"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are the parked vehicles and equipment in the background consistent in their positions when they re-enter the frame?",
+          "options": [
+            "Yes",
+            "No",
+            "They shift slightly",
+            "It's unpredictable"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "What happens to the blue locomotive in the background when it re-enters the frame?",
+          "options": [
+            "A. It appears from a different angle",
+            "B. It remains in the same position",
+            "C. It becomes larger or smaller",
+            "D. It changes color"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Is the background environment stable and coherent when elements re-enter the frame?",
+          "options": [
+            "Yes",
+            "No",
+            "It depends on the camera angle",
+            "It's unstable"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the video exhibit complex camera movements beyond simple panning?",
+          "options": [
+            "Yes",
+            "No",
+            "Only slight variations",
+            "It's minimal"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which type of camera movement is most prominent in the video?",
+          "options": [
+            "A. Zooming in and out",
+            "B. Orbiting around the locomotive",
+            "C. Tilting up and down",
+            "D. Panning left and right"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Are there moments where the camera quickly changes direction or orientation?",
+          "options": [
+            "Yes",
+            "No",
+            "Rarely",
+            "It's consistent"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "What is the primary purpose of the camera's spatial exploration?",
+          "options": [
+            "A. To showcase the locomotive's details",
+            "B. To create a sense of motion",
+            "C. To explore the surrounding environment",
+            "D. To provide a 360-degree view"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Does the camera's spatial exploration feel deliberate and structured?",
+          "options": [
+            "Yes",
+            "No",
+            "It feels random",
+            "It's inconsistent"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the locomotive retain its number 713 throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:49.613030"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which of the following must remain consistent across different camera angles to preserve identity?",
+          "options": [
+            "A. The locomotive's color",
+            "B. The sky's cloud pattern",
+            "C. The position of the blue locomotive",
+            "D. The camera's movement speed"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:49.613045"
+        },
+        {
+          "question_id": "28",
+          "type": "multiple_choice",
+          "question": "What aspect of the locomotive must remain unchanged when transitioning from front to rear views?",
+          "options": [
+            "A. The curvature of the boiler",
+            "B. The color of the sky",
+            "C. The presence of traffic cones",
+            "D. The time of day"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:49.613051"
+        },
+        {
+          "question_id": "29",
+          "type": "binary",
+          "question": "Does the camera return to the initial front view of the locomotive after completing a full circle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:49.613056"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Does the camera move back along the same side path it previously traversed?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:49.613058"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_bb7e1def1dc7dfb3ce3a3d0aae0af412104bb820faaf0a5617451bd6d147bf1a_spatial"
+  },
+  {
+    "task_id": "mem_tnt_8565d4650361a97103a6970031ff0e8a23c498d1dde1b985a664d1151c99aed0_spatial",
+    "instance_id": "mem_tnt_8565d4650361a97103a6970031ff0e8a23c498d1dde1b985a664d1151c99aed0",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_8565d4650361a97103a6970031ff0e8a23c498d1dde1b985a664d1151c99aed0.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video presents a comprehensive exploration of a grand church interior, focusing on the altar area with its golden decorations, ornate ceiling frescoes, and rows of wooden pews. The camera moves dynamically through the space, capturing various perspectives including close-ups of the altar, wide shots of the nave, and detailed views of the arched side walls and doorways. As the camera pans, tilts, and zooms, it retraces paths to previously viewed areas, ensuring consistent lighting and object placement. The vertical perspective is carefully maintained when shifting focus between the ceiling and lower altar area, while background elements like side altars and balconies reappear consistently as the camera explores different parts of the church."
+        ],
+        "level_2": [
+          "At the beginning, the video opens with a sweeping view of the church's main nave, showcasing rows of wooden pews leading towards the elaborately decorated altar. The camera then tilts upward to reveal the intricate ceiling frescoes and chandeliers, emphasizing the verticality and grandeur of the space. In the middle section, the focus shifts to the altar area, providing detailed close-ups of the golden decorations and religious iconography. The camera also explores the arched side walls and doorways, highlighting the symmetry and architectural details. Toward the end, the video revisits earlier scenes, such as the main nave and altar, ensuring spatial consistency and coherence in the depiction of the church's interior."
+        ],
+        "level_3": [
+          "0-20%: The video begins with a panoramic view of the church's main nave, capturing the rows of wooden pews and the ornate altar at the far end. The camera slowly pans across the space, highlighting the arched side walls and doorways adorned with religious paintings and statues. The initial focus is on establishing the overall layout and grandeur of the church interior.",
+          "20-40%: The camera then tilts upward to showcase the intricately painted ceiling frescoes and the elegant chandeliers hanging from the ceiling. This segment emphasizes the vertical perspective and the detailed artwork above. The camera also captures the side altars and balconies, providing a sense of the church's depth and complexity.",
+          "40-60%: Moving forward, the video focuses on the altar area, offering close-up views of the golden decorations, religious icons, and candles. The camera explores the altar from different angles, highlighting the craftsmanship and spiritual significance of the space. The segment also includes a brief return to the main nave, reinforcing the spatial continuity.",
+          "60-80%: The exploration continues with a detailed examination of the arched side walls and doorways, capturing the symmetry and architectural beauty of the church. The camera pans along these walls, revealing additional religious paintings and statues. This segment also includes a revisit to the altar area, ensuring that the viewer has a comprehensive understanding of the space.",
+          "80-100%: Toward the end, the video provides a final overview of the church interior, combining wide shots of the main nave with close-ups of key features like the altar and ceiling frescoes. The camera retraces its path, ensuring that all previously seen elements are depicted consistently. The video concludes with a sweeping view of the entire church, leaving the viewer with a lasting impression of its grandeur and spiritual atmosphere."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the altar area appear identical in terms of lighting and detail when revisited at 25 seconds compared to 10 seconds?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "When the camera retraces its path towards the back of the church at 47 seconds, how does it compare to the initial view at 0 seconds?",
+          "options": [
+            "A. The view is identical",
+            "B. The view is slightly different due to lighting changes",
+            "C. The view is significantly different",
+            "D. The view cannot be determined"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the details on the ceiling frescoes consistent when viewed from the front (10 seconds) and from the side (30 seconds)?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "At 60 seconds, as the camera moves down the central aisle, does it recover the exact same perspective as seen at 0 seconds?",
+          "options": [
+            "A. Yes, perfectly recovered",
+            "B. No, there's a slight shift in angle",
+            "C. No, the lighting is different",
+            "D. No, objects have moved"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "When the camera revisits the side chapel area at 98 seconds, is it spatially consistent with the earlier view at 10 seconds?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "When the camera tilts up to show the ceiling frescoes at 29 seconds, are the stars and figures consistent with the view at 35 seconds?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "After tilting down from the ceiling at 35 seconds, does the view of the altar match the perspective from 10 seconds?",
+          "options": [
+            "A. It matches exactly",
+            "B. It's slightly off due to tilt compensation",
+            "C. It's noticeably different",
+            "D. It cannot be determined"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is the relative height of the chandeliers consistent when viewed from the front (10 seconds) and from the side (15 seconds)?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "When the camera tilts down from the balcony level at 102 seconds, does it recover the same vertical perspective as the main floor view at 0 seconds?",
+          "options": [
+            "A. Yes, perfectly aligned",
+            "B. No, there's a noticeable vertical offset",
+            "C. No, the angle is different",
+            "D. No, objects appear scaled differently"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the vertical alignment of the altar with the ceiling frescoes remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Are the arched doorways along the side walls consistently positioned relative to the pews when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "As the camera orbits around the altar area at 23 seconds, do the relative positions of the candles and statues remain constant?",
+          "options": [
+            "A. Yes, they maintain their relative positions",
+            "B. No, they shift with the camera movement",
+            "C. They are not visible during the orbit",
+            "D. It cannot be determined"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "When the camera pans left from the altar at 17 seconds, does the pattern on the side wall tiles remain consistent with the right-side view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Does the overall layout of the church (pews, altar, side chapels) remain spatially coherent when viewed from the back (60 seconds) compared to the front (10 seconds)?",
+          "options": [
+            "A. Yes, it's a perfect mirror",
+            "B. Yes, but with minor perspective differences",
+            "C. No, there are significant layout changes",
+            "D. No, objects are misplaced"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Are the red curtains on the side doors consistently visible and in the same position when they re-enter the frame after being occluded?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When the side chapel area re-enters the frame at 98 seconds, are the wall paintings and sconces identical to their appearance at 10 seconds?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "After viewing the balcony level at 102 seconds, does the return to the main floor at 105 seconds show the same background wall patterns?",
+          "options": [
+            "A. Yes, completely consistent",
+            "B. Yes, but with a slight blur",
+            "C. No, the patterns are different",
+            "D. No, objects are missing"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are the windows and light coming through them consistent when viewed from the front (10 seconds) and from the side (15 seconds)?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "When the camera re-enters the main nave from the side at 17 seconds, does the pattern on the tiled floor match the view from 0 seconds?",
+          "options": [
+            "A. Yes, perfectly matched",
+            "B. No, there's a slight color difference",
+            "C. No, the pattern is distorted",
+            "D. No, the tiles are missing"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Does the arrangement of the chandeliers on the ceiling remain consistent when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the video revisit the altar area after initially showing it?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:07.997242"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which object is repeatedly shown from different perspectives in the video?",
+          "options": [
+            "A. The main entrance door",
+            "B. The golden altar",
+            "C. The church bell tower",
+            "D. The organ pipes"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:07.997278"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the camera tilt upward to show the ceiling frescoes after focusing on the altar?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:07.997290"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "What aspect of the church interior requires consistent geometric structure during camera movement?",
+          "options": [
+            "A. The color of the pews",
+            "B. The shape of the arched side walls",
+            "C. The lighting intensity",
+            "D. The sound of chanting"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:07.997297"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Does the camera return to the main nave after exploring other areas?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:07.997304"
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "Which camera behavior indicates a need for path retracing memory?",
+          "options": [
+            "A. Zooming into a statue",
+            "B. Moving back along the same route",
+            "C. Panning left only",
+            "D. Tilting down once"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:07.997311"
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "Does the camera tilt upward to reveal the ceiling frescoes?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:07.997319"
+        },
+        {
+          "question_id": "28",
+          "type": "multiple_choice",
+          "question": "Which camera movement emphasizes vertical perspective in the church?",
+          "options": [
+            "A. Horizontal pan across pews",
+            "B. Tilt upward to ceiling",
+            "C. Zoom into a candle",
+            "D. Static shot of altar"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:07.997325"
+        },
+        {
+          "question_id": "29",
+          "type": "binary",
+          "question": "Are background elements like side altars and balconies shown again after being seen earlier?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:07.997332"
+        },
+        {
+          "question_id": "30",
+          "type": "multiple_choice",
+          "question": "What ensures continuity when returning to a previously viewed area?",
+          "options": [
+            "A. Changing lighting",
+            "B. Consistent background appearance",
+            "C. New camera angle only",
+            "D. Added characters"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:07.997338"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_8565d4650361a97103a6970031ff0e8a23c498d1dde1b985a664d1151c99aed0_spatial"
+  },
+  {
+    "task_id": "mem_tnt_d44bf0fee21c2dfd0bb99b5c4e938ca645a4153733bb0df1169fa482f41ba0ef_spatial",
+    "instance_id": "mem_tnt_d44bf0fee21c2dfd0bb99b5c4e938ca645a4153733bb0df1169fa482f41ba0ef",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_d44bf0fee21c2dfd0bb99b5c4e938ca645a4153733bb0df1169fa482f41ba0ef.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video captures a sweeping exploration of the Palace of Fine Arts, beginning with a wide shot of its iconic domed structure surrounded by lush greenery and a reflective pond. The camera pans horizontally around the building, circling the central dome and revisiting earlier angles, particularly noticeable as it retraces its path along the edge of the pond. Throughout, the video alternates between wide views showcasing the entire architectural ensemble and close-ups focusing on intricate details like column capitals, sculptural reliefs, and ceiling patterns. Vertical perspective shifts look up at towering columns and down into serene ponds, while zoom transitions maintain consistent scale and proportions. Background elements such as trees, distant structures, and fountain jets frequently re-enter the frame, requiring visual consistency in their positioning and appearance. The journey concludes with a final panoramic view that ties together all previously explored spatial landmarks."
+        ],
+        "level_2": [
+          "At the start, the video presents a broad view of the Palace of Fine Arts, highlighting its domed architecture and surrounding pond. The camera then begins a horizontal pan, circling the structure and revisiting earlier perspectives, particularly along the left side of the building. This segment emphasizes the interplay between the grand architecture and the natural environment, with the pond reflecting the scene and birds gliding over the water. As the pan continues, the focus shifts to closer details of the columns and arches, setting the stage for more intimate explorations in the following segments.",
+          "In the middle portion, the camera retraces its path along the pond's edge, revisiting areas seen earlier, such as the right side of the structure. This section features significant vertical perspective changes, including low-angle shots looking up at the towering columns and high-angle views capturing the ornate ceiling patterns. Zoom transitions alternate between wide shots of the entire building and detailed close-ups of specific architectural elements, maintaining consistent scale and proportion throughout. Fountain jets become visible in the pond, adding dynamic movement to the serene setting.",
+          "Toward the end, the video revisits key landmarks from earlier in the journey, including the central dome and surrounding colonnades. The camera continues its loop-like motion, circling back to previously seen viewpoints while emphasizing the intricate details of the sculptures and decorative motifs. The final scenes capture a comprehensive view of the Palace of Fine Arts, integrating all previously explored spatial elements into a cohesive whole. The video concludes with a panoramic shot that highlights the harmonious blend of architecture and nature."
+        ],
+        "level_3": [
+          "The video opens with a wide shot of the Palace of Fine Arts, showcasing its domed structure and the reflective pond in the foreground. A bird flies across the clear blue sky, adding a sense of tranquility. The camera begins a slow horizontal pan to the right, revealing more of the surrounding greenery and the colonnade extending along the pond. As the pan progresses, the focus remains on the overall composition, with the pond reflecting the building and the sky.",
+          "As the camera continues its pan, it moves further along the pond's edge, capturing the intricate details of the columns and arches. The perspective shifts slightly, offering a closer view of the sculptural reliefs and the texture of the stone. The camera then starts to circle back toward the left side of the structure, maintaining a consistent distance from the building. The background re-enters the frame, with trees and distant structures becoming visible again.",
+          "The camera retraces its path along the pond, revisiting the left side of the Palace of Fine Arts. This segment features a mix of wide shots and close-ups, alternating between the grandeur of the entire structure and the fine details of the architecture. The pond's surface reflects the building, creating a mirror-like effect. Fountain jets appear in the water, adding a dynamic element to the scene. The camera then begins to tilt upward, looking up at the towering columns and the ornate ceiling patterns.",
+          "The video transitions to a series of vertical perspective shifts, with the camera looking up at the towering columns and the intricate ceiling designs. Close-up shots highlight the detailed carvings and sculptures adorning the arches and columns. The camera then pans downward, capturing the base of the columns and the surrounding greenery. The background elements, such as trees and distant buildings, re-enter the frame, maintaining visual consistency. The camera continues to circle the structure, revisiting earlier viewpoints and emphasizing the symmetry and balance of the design.",
+          "In the final segment, the camera completes its loop around the Palace of Fine Arts, returning to the initial viewpoint. The video captures a panoramic view of the entire structure, integrating all previously explored spatial elements. The pond reflects the building, and the surrounding greenery frames the scene beautifully. The video concludes with a wide shot that highlights the harmonious blend of architecture and nature, providing a comprehensive overview of the Palace of Fine Arts."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera perform a horizontal loop-like motion around the Palace of Fine Arts?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "At approximately what timestamp does the camera begin to retrace a path similar to an earlier view?",
+          "options": [
+            "A. 14 seconds - 22 seconds",
+            "B. 28 seconds - 36 seconds",
+            "C. 40 seconds - 48 seconds",
+            "D. 55 seconds - 63 seconds"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the camera's movement during 14 seconds-22 seconds?",
+          "options": [
+            "A. Straight zoom-in on the dome",
+            "B. Clockwise pan around the pond",
+            "C. Vertical tilt up to the sky",
+            "D. Random jittery motion",
+            "B"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the final view of the Palace of Fine Arts at the end of the video nearly identical to the opening shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What is the primary reason for classifying this as 'Horizontal Loop Memory'?",
+          "options": [
+            "A. The camera only moves vertically",
+            "B. The camera circles the subject and returns to similar angles",
+            "C. The camera remains stationary throughout",
+            "D. The camera focuses exclusively on the fountain",
+            "B"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera retrace its path along the pond's edge at any point in the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "At which time segment does the camera first retrace a path seen earlier?",
+          "options": [
+            "A. 14 seconds - 22 seconds",
+            "B. 22 seconds - 28 seconds",
+            "C. 28 seconds - 36 seconds",
+            "D. 36 seconds - 44 seconds"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "When the camera retraces its path, which landmark is consistently visible in the background?",
+          "options": [
+            "A. The fountain jets",
+            "B. The domed structure",
+            "C. The bare tree branches",
+            "D. The water fowl",
+            "B"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Are the relative positions of the columns and arches consistent when the camera returns to a previously viewed angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "What evidence supports the classification of 'Path Retracing Memory'?",
+          "options": [
+            "A. The camera never moves in a straight line",
+            "B. The camera revisits the same physical locations from similar angles",
+            "C. The camera only captures new areas",
+            "D. The camera avoids the pond entirely",
+            "B"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the camera change its vertical perspective by looking up at the columns and then down at the pond?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "At which timestamp does the camera first look directly up at the ceiling?",
+          "options": [
+            "A. 40 seconds - 48 seconds",
+            "B. 48 seconds - 56 seconds",
+            "C. 56 seconds - 64 seconds",
+            "D. 64 seconds - 72 seconds"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "13",
+          "type": "multiple_choice",
+          "question": "When the camera looks up at the ceiling, are the hexagonal patterns consistent with earlier views?",
+          "options": [
+            "A. Yes, they are identical",
+            "B. No, they appear distorted",
+            "C. Yes, but slightly blurred",
+            "D. No, they are not visible",
+            "A"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "14",
+          "type": "binary",
+          "question": "Is the scale of the columns consistent when viewed from a low angle versus a high angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "15",
+          "type": "multiple_choice",
+          "question": "What is the primary challenge in maintaining 'Vertical Perspective Memory'?",
+          "options": [
+            "A. Ensuring that the size of the columns doesn't change drastically",
+            "B. Keeping the pond reflections consistent",
+            "C. Maintaining the correct angle of sunlight on the architecture",
+            "D. All of the above",
+            "D"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Does the video alternate between wide shots and close-up zooms on architectural details?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "At which timestamp does the camera first perform a close-up zoom on a column capital?",
+          "options": [
+            "A. 40 seconds - 48 seconds",
+            "B. 48 seconds - 56 seconds",
+            "C. 56 seconds - 64 seconds",
+            "D. 64 seconds - 72 seconds"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "When zooming in on the column capitals, are the carvings and textures consistent with wider shots?",
+          "options": [
+            "A. Yes, they match exactly",
+            "B. No, they appear different",
+            "C. Yes, but slightly out of focus",
+            "D. No, they are too small to see",
+            "A"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Is the relative size of the dome consistent when zoomed in versus zoomed out?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "What ensures 'Zoom & Scale Memory' is maintained?",
+          "options": [
+            "A. Consistent lighting and shadows",
+            "B. Stable camera distance from the subject",
+            "C. Uniform editing of zoom transitions",
+            "D. All of the above",
+            "D"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Do background elements like trees and the pond re-enter the frame after being temporarily out of view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "At which timestamp does the bare tree branch first re-enter the frame after being out of view?",
+          "options": [
+            "A. 14 seconds - 22 seconds",
+            "B. 22 seconds - 28 seconds",
+            "C. 28 seconds - 36 seconds",
+            "D. 36 seconds - 44 seconds"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "23",
+          "type": "multiple_choice",
+          "question": "When the pond re-enters the frame, is its reflection of the Palace consistent with previous views?",
+          "options": [
+            "A. Yes, it matches perfectly",
+            "B. No, it appears darker",
+            "C. Yes, but with slight variations",
+            "D. No, it is not visible",
+            "A"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "24",
+          "type": "binary",
+          "question": "Are the distant trees and buildings consistent in appearance when they re-enter the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "25",
+          "type": "multiple_choice",
+          "question": "What is the main challenge in 'Background Re-entry' for this video?",
+          "options": [
+            "A. Ensuring the pond reflections are always clear",
+            "B. Maintaining consistent lighting on re-entering elements",
+            "C. Preserving the exact position and detail of background objects",
+            "D. All of the above",
+            "D"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the video describe the camera returning to the initial viewpoint after a full loop?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:11.956919"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the camera's motion around the Palace of Fine Arts?",
+          "options": [
+            "A. Linear forward movement",
+            "B. Horizontal pan with return to start",
+            "C. Random zooms only",
+            "D. Vertical tilt only"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:11.956952"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Does the camera revisit areas it has already shown during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:11.956963"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "What happens when the camera moves back along the pond’s edge?",
+          "options": [
+            "A. It shows new buildings",
+            "B. It revisits earlier viewpoints",
+            "C. It changes the time of day",
+            "D. It zooms into a single column"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:11.956970"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Are there low-angle and high-angle shots of the Palace of Fine Arts?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:11.956978"
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "How does the camera capture the ceiling patterns?",
+          "options": [
+            "A. From ground level",
+            "B. From a high-angle view",
+            "C. Using a drone",
+            "D. Through reflection"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:11.956985"
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Does the pond reflect the Palace of Fine Arts and the sky?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:11.956992"
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "Do background elements like trees and distant structures reappear during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:11.957004"
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "When the camera returns to a prior location, what must remain consistent?",
+          "options": [
+            "A. Camera speed",
+            "B. Background elements",
+            "C. Sky color only",
+            "D. Music volume"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:11.957010"
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "Does the reflection in the pond show the Palace of Fine Arts' domed structure and surrounding greenery when viewed from the initial wide shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt states that the video opens with a wide shot of the Palace and the reflective pond, indicating the dome and greenery should be visible in the reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.677906"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "Which objects should be reflected in the pond during Segment 1?",
+          "options": [
+            "A. The central dome, sky, and trees",
+            "B. Only the fountain jets",
+            "C. The camera operator",
+            "D. A modern skyscraper"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Segment 1 describes the wide shot showing the domed structure, clear blue sky, and surrounding greenery, all of which would be reflected in the pond.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.677943"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "Are sculptural reliefs on the columns visible in the reflection when the camera focuses on them closely?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Close-up shots focus on details like reliefs, but reflections in water are typically less detailed and depend on viewing angle; such fine details are unlikely to be clearly reflected.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.677953"
+          }
+        },
+        {
+          "question_id": "38",
+          "type": "multiple_choice",
+          "question": "When the camera pans along the pond's edge, what should the reflection include?",
+          "options": [
+            "A. Only the building’s base",
+            "B. The full height of the columns and arches",
+            "C. The sky and birds flying overhead",
+            "D. The camera lens"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt mentions birds flying across the sky and the reflective pond, so the sky and birds should appear in the reflection as part of the mirrored scene.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.677962"
+          }
+        },
+        {
+          "question_id": "39",
+          "type": "binary",
+          "question": "Does the reflection in the pond accurately depict the position of the fountain jets when they become visible?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Fountain jets are described as appearing in the pond and adding dynamic movement; their presence must be mirrored in the reflection for content consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.677968"
+          }
+        },
+        {
+          "question_id": "40",
+          "type": "binary",
+          "question": "When the camera revisits the left side of the Palace in Segment 3, does the pond's reflection still show the same architectural elements as seen earlier in Segment 1?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt indicates that the camera retraces its path and revisits earlier viewpoints, implying visual continuity including consistent reflections.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.677978"
+          }
+        },
+        {
+          "question_id": "41",
+          "type": "multiple_choice",
+          "question": "In Segment 5, when the camera returns to the initial viewpoint, how should the reflection compare to the one in Segment 1?",
+          "options": [
+            "A. It should be identical in content and composition",
+            "B. It should show new buildings not present before",
+            "C. It should reflect only the sky",
+            "D. It should be distorted due to wind"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt describes a loop-like motion returning to the initial viewpoint, suggesting temporal consistency in both environment and reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.677985"
+          }
+        },
+        {
+          "question_id": "42",
+          "type": "binary",
+          "question": "If the fountain jets are active in Segment 3 but not mentioned in Segment 1, does the reflection in the pond update to include them in later segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt notes fountain jets appear in Segment 3, so the reflection must dynamically include them, reflecting environmental changes over time.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.677992"
+          }
+        },
+        {
+          "question_id": "43",
+          "type": "multiple_choice",
+          "question": "When the camera moves from Segment 2 to Segment 3, and revisits the left side of the building, what should happen to the reflection?",
+          "options": [
+            "A. It should remain unchanged despite camera motion",
+            "B. It should reflect the same scene as before, maintaining continuity",
+            "C. It should show a different building",
+            "D. It should disappear entirely"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Revisiting the same location implies temporal consistency—reflections should mirror the same environment as previously seen.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.677998"
+          }
+        },
+        {
+          "question_id": "44",
+          "type": "binary",
+          "question": "Is the reflection of the bird flying across the sky visible at the same moment in both Segment 1 and Segment 5?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The bird is mentioned only in Segment 1; unless it reappears, it should not be reflected in later segments, ensuring temporal accuracy.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.678005"
+          }
+        },
+        {
+          "question_id": "45",
+          "type": "binary",
+          "question": "As the camera pans right in Segment 1, does the reflection in the pond shift to show more of the colonnade extending along the pond?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The pan reveals more of the colonnade; therefore, the reflection must update accordingly to maintain viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.678012"
+          }
+        },
+        {
+          "question_id": "46",
+          "type": "multiple_choice",
+          "question": "When the camera tilts upward in Segment 3 to look at the ceiling patterns, what should the reflection in the pond show?",
+          "options": [
+            "A. The ceiling patterns",
+            "B. The top of the columns and sky",
+            "C. Only the base of the columns",
+            "D. The camera lens"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The reflection in the pond is limited to the lower portion of the scene; upward tilt means the reflection will show the top of the columns and sky, not the ceiling itself.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.678018"
+          }
+        },
+        {
+          "question_id": "47",
+          "type": "binary",
+          "question": "Does the reflection in the pond change appropriately when the camera circles back to the same position in Segment 5?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt describes a looped motion returning to the initial viewpoint, requiring the reflection to match the original composition for spatial coherence.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.678025"
+          }
+        },
+        {
+          "question_id": "48",
+          "type": "multiple_choice",
+          "question": "When the camera moves from a low-angle shot to a high-angle view in Segment 4, how does the reflection change?",
+          "options": [
+            "A. It shows more of the sky and less of the building base",
+            "B. It remains static regardless of camera angle",
+            "C. It reflects the ceiling directly",
+            "D. It disappears"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Changing camera angles alters the visible scene; a high-angle view reduces ground visibility, so the reflection should show more sky and less building base.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.678031"
+          }
+        },
+        {
+          "question_id": "49",
+          "type": "binary",
+          "question": "When the camera pans downward after looking up at the columns, does the reflection in the pond now include more of the surrounding greenery?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The downward pan brings the base of the columns and greenery into view, so the reflection should also include these elements for accurate viewpoint mapping.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.678037"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_d44bf0fee21c2dfd0bb99b5c4e938ca645a4153733bb0df1169fa482f41ba0ef_spatial"
+  },
+  {
+    "task_id": "mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168",
+    "instance_id": "mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168.mp4",
+      "total_frames": 597,
+      "fps": 29.97,
+      "duration_sec": 19.92,
+      "reference_image_path": "inference_img/mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a group of students in school uniforms performing on stage. The students, all wearing white collared shirts, dark blue vests with white buttons, and red and white striped ties, are playing black and silver clarinet instruments. The camera initially focuses on a close-up of several students, capturing their facial expressions and the details of their instruments as they play. As the video progresses, the camera zooms out to reveal the full stage, where the entire band is arranged in formation under colorful stage lighting. A large screen in the background displays Japanese text and cartoonish illustrations, adding to the vibrant atmosphere of the performance. The audience is visible in the foreground, seated and watching the performance attentively."
+        ],
+        "level_2": [
+          "The video begins with a close-up shot of students in school uniforms playing clarinets. The students have long dark hair and are dressed in white collared shirts, dark blue vests with white buttons, and red and white striped ties. The camera focuses on their hands and faces as they skillfully play their black and silver clarinet instruments. As the scene transitions, the camera slowly zooms out, revealing more of the stage and additional students joining in the performance. The full band is now visible, arranged in a semi-circle formation, with the conductor standing at the center. The background features a large screen displaying colorful Japanese text and cartoonish designs, enhancing the lively ambiance of the event.",
+          "Continuing from the previous scene, the camera maintains its focus on the students playing clarinets, capturing their synchronized movements and concentration. The students' uniforms and instruments remain consistent, with the dark blue vests and red ties clearly visible. The camera then pans slightly to the right, showing more students joining the performance, each holding their clarinets with precision. The stage is brightly lit, and the colorful backdrop with Japanese text and illustrations adds a festive touch to the setting. The audience is partially visible, seated in rows, watching the performance unfold.",
+          "Finally, the camera zooms out further to provide a wide shot of the entire stage. The students are now seen in their full formation, with the clarinet players in the front row and other band members behind them, including those playing brass instruments. The conductor stands at the center, leading the ensemble with confident gestures. The large screen in the background displays the event's title in Japanese, surrounded by playful cartoon characters and bright colors. The audience fills the theater, creating a lively and engaging atmosphere. The video concludes with a sweeping view of the stage, emphasizing the unity and coordination of the student performers."
+        ],
+        "level_3": [
+          "The video opens with a close-up of students in school uniforms, focusing on their upper bodies as they play clarinets. The students have long dark hair and are dressed in white collared shirts, dark blue vests with white buttons, and red and white striped ties. Their hands move rhythmically over the black and silver clarinet instruments, and their facial expressions convey concentration and enjoyment. The camera captures the intricate details of their uniforms and the gleam of their instruments under the stage lights.",
+          "As the scene progresses, the camera slowly pans to the right, revealing more students joining the performance. Each student holds their clarinet with precision, their fingers deftly pressing the keys. The background remains consistent, with the colorful stage decorations and the large screen displaying Japanese text and illustrations. The students' synchronized movements and the harmonious sound of their instruments create a captivating visual and auditory experience.",
+          "The camera continues to pan, showing the full extent of the stage and the arrangement of the band. The students are now seen in their complete formation, with the clarinet players in the front row and other band members behind them. The conductor stands at the center, guiding the ensemble with clear and expressive gestures. The stage is brightly lit, and the colorful backdrop enhances the festive atmosphere. The audience is visible in the foreground, seated and watching the performance with interest.",
+          "The video then zooms out further, providing a wider view of the stage and the audience. The students' uniforms and instruments remain consistent, with the dark blue vests and red ties standing out against the bright stage lighting. The large screen in the background displays the event's title in Japanese, surrounded by playful cartoon characters and vibrant colors. The students' coordinated movements and the harmonious music create a sense of unity and excitement.",
+          "Finally, the camera captures a sweeping view of the entire stage, emphasizing the scale and grandeur of the performance. The students are seen in their full formation, with the clarinet players in the front row and other band members behind them. The conductor leads the ensemble with confidence, and the audience fills the theater, creating a lively and engaging atmosphere. The video concludes with a final shot of the stage, highlighting the students' dedication and the festive spirit of the event."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Do all the students shown playing clarinets have long dark hair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the vests worn by the students?",
+          "options": [
+            "A. Red",
+            "B. Blue",
+            "C. Black",
+            "D. White"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the red and white striped tie consistently visible on all students in view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the student in focus maintain the same hairstyle (long dark hair) throughout their appearance in the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Do all students consistently wear red and white striped ties throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:55:36.384613"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "Which clothing item is consistently described across all segments as having white buttons?",
+          "options": [
+            "A. White collared shirt",
+            "B. Dark blue vest",
+            "C. Red and white striped tie",
+            "D. Black clarinet case"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:55:36.384650"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Are the clarinets consistently described as black and silver across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:55:36.384665"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera zoom out progressively from close-up to wide shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:55:36.384683"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Is the large screen with Japanese text and illustrations visible in multiple segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:55:36.384698"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "What is displayed on the background screen?",
+          "options": [
+            "A. English subtitles",
+            "B. Japanese text and cartoon characters",
+            "C. Live audience feed",
+            "D. Musical score"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:55:36.384731"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168"
+  },
+  {
+    "task_id": "mem_openhumanvid_624afc154dfb1dd55409d8cec4cc3435f0a00bacb0dfd05fe151dac12b936f66",
+    "instance_id": "mem_openhumanvid_624afc154dfb1dd55409d8cec4cc3435f0a00bacb0dfd05fe151dac12b936f66",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_624afc154dfb1dd55409d8cec4cc3435f0a00bacb0dfd05fe151dac12b936f66.mp4",
+      "total_frames": 442,
+      "fps": 25.0,
+      "duration_sec": 17.68,
+      "reference_image_path": "inference_img/mem_openhumanvid_624afc154dfb1dd55409d8cec4cc3435f0a00bacb0dfd05fe151dac12b936f66_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In a dimly lit, traditional East Asian setting with wooden lattice windows and flickering candlelight, an elderly man and woman share an intimate moment. The man, with a long gray beard and hair tied back, wears a light-colored robe adorned with gold embroidery. The woman, with long gray braided hair, wears a dark black robe featuring intricate patterns and a headpiece with ornate golden decorations. They embrace closely, the woman resting her head on the man's shoulder as he gently holds her. The camera slowly pans around them, capturing their serene expressions and the subtle movements of their heads as they remain in this tender pose."
+        ],
+        "level_2": [
+          "The video opens with a close-up of an elderly couple in a traditional East Asian room, illuminated by soft candlelight. The man, distinguished by his long gray beard and hair tied back, wears a light-colored robe with gold embroidery. Beside him, the woman, with long gray braided hair, is dressed in a dark black robe with intricate patterns and a golden headpiece. They begin to embrace, the woman leaning into the man as he gently places his hand on her shoulder. The camera follows their movement, focusing on their faces as they close their eyes, sharing a moment of quiet connection.",
+          "As the scene continues, the couple remains locked in their embrace. The man's expression is calm and composed, while the woman appears to be in a state of peaceful contentment, her head resting against his shoulder. The background remains consistent, with wooden lattice windows allowing faint light to filter through, and the flickering candles casting a warm glow. The camera subtly shifts, maintaining focus on their faces and the gentle sway of their bodies as they stand together.",
+          "In the final part of the sequence, the man slightly turns his head, his gaze soft and reflective, while the woman keeps her eyes closed, her face relaxed. The camera pulls back slightly, revealing more of their surroundings, including the ornate details of the room and the steady flame of the candles. The couple remains in their embrace, their identities and positions consistent, as the scene concludes with a lingering shot of their serene interaction."
+        ],
+        "level_3": [
+          "The video begins with a close-up shot of an elderly couple in a dimly lit, traditional East Asian room. The man, with a long gray beard and hair tied back, wears a light-colored robe with gold embroidery. The woman, with long gray braided hair, is dressed in a dark black robe with intricate patterns and a golden headpiece. They are positioned near a wooden lattice window, with flickering candlelight illuminating their faces. The man gently places his hand on the woman's shoulder as she leans into him, their expressions conveying a sense of deep connection.",
+          "Continuing from the previous scene, the couple remains in their embrace. The woman rests her head on the man's shoulder, her eyes closed in a state of peaceful contentment. The man's expression is calm and composed, his gaze directed slightly downward. The camera slowly pans around them, capturing the subtle movements of their heads and the gentle sway of their bodies. The background remains consistent, with the wooden lattice window and the flickering candles providing a warm, ambient light.",
+          "As the scene progresses, the man slightly turns his head, his expression softening further as he looks at the woman. The woman keeps her eyes closed, her face relaxed and serene. The camera maintains its focus on their faces, highlighting the intricate details of their clothing and the ornate decorations on the woman's headpiece. The background elements, including the wooden lattice and the candles, remain unchanged, reinforcing the intimate and timeless atmosphere of the moment.",
+          "In the next segment, the couple continues to stand close together, their embrace unwavering. The man's hand remains gently placed on the woman's shoulder, and her head stays resting on his shoulder. The camera subtly shifts, capturing the slight changes in their facial expressions and the gentle movement of their hair. The warm candlelight continues to cast a soft glow on their faces, enhancing the sense of tranquility and intimacy.",
+          "Finally, the video concludes with a lingering shot of the couple in their embrace. The man's head is slightly turned, his expression reflecting a mix of serenity and contemplation. The woman keeps her eyes closed, her face relaxed and content. The camera slowly pulls back, revealing more of the room's details, including the ornate decorations and the steady flame of the candles. The scene ends with the couple still holding each other, their identities and positions consistent throughout, leaving a lasting impression of their tender connection."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "During the embrace, does the male individual maintain his long gray beard and tied-back hair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the headpiece worn by the female individual?",
+          "options": [
+            "A. Silver",
+            "B. Gold",
+            "C. Black",
+            "D. Red"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "After the embrace, does the female individual still have her long gray hair in a braid?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the female individual's dark black robe with intricate patterns remain visible throughout the interaction?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's long gray beard remain visible throughout all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737002"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Is the woman's face consistently recognizable as the same person across different camera views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737050"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the man’s light-colored robe with gold embroidery remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737094"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is the woman’s golden headpiece visible in all segments where her head is shown?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737102"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Is the woman’s golden headpiece present in every segment where her head is visible?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737132"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "Which element is critical for accessory permanence?",
+          "options": [
+            "A. The candle flame",
+            "B. The headpiece’s golden decoration",
+            "C. The wooden lattice",
+            "D. The camera path"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737145"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the headpiece reflect light consistently across all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737158"
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Are the gold embroidery details visible in both close-up and wide shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737165"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Do the intricate patterns on the woman’s robe remain clear when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737171"
+        },
+        {
+          "question_id": "14",
+          "type": "binary",
+          "question": "Is the texture of the wooden lattice windows preserved throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737189"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation around the couple?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737197"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Is the initial view of the couple replicated at the end of the sequence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737203"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Does the final shot match the opening shot in terms of framing and composition?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737220"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are the wooden lattice windows visible in both the beginning and end of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737227"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the background remain consistent when the camera returns to earlier views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737233"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Is the candlelight pattern consistent across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737250"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the camera zoom out in the final segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737257"
+        },
+        {
+          "question_id": "22",
+          "type": "binary",
+          "question": "Are the proportions of the couple and room consistent when zoomed out?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737263"
+        },
+        {
+          "question_id": "23",
+          "type": "multiple_choice",
+          "question": "Which issue indicates a failure in zoom & scale memory?",
+          "options": [
+            "A. Objects appearing smaller than expected",
+            "B. The couple moving closer together",
+            "C. The candles flickering",
+            "D. The camera panning"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737275"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_624afc154dfb1dd55409d8cec4cc3435f0a00bacb0dfd05fe151dac12b936f66"
+  },
+  {
+    "task_id": "mem_openhumanvid_852002d435de2eb08124f2db92b982743836a02733476284f3befcc4563f1a6c",
+    "instance_id": "mem_openhumanvid_852002d435de2eb08124f2db92b982743836a02733476284f3befcc4563f1a6c",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_852002d435de2eb08124f2db92b982743836a02733476284f3befcc4563f1a6c.mp4",
+      "total_frames": 498,
+      "fps": 25.0,
+      "duration_sec": 19.92,
+      "reference_image_path": "inference_img/mem_openhumanvid_852002d435de2eb08124f2db92b982743836a02733476284f3befcc4563f1a6c_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens in a workshop or office setting where a man with short black hair, wearing glasses with dark frames, a light blue short-sleeved button-up shirt, and black trousers stands near a desk covered with blueprints, a triangular ruler, and a green desk lamp. He appears to be observing the room before turning his body and walking across the space. As he moves, the camera follows him, revealing more of the room, which includes other individuals seated at wooden desks working on blueprints. The walls are adorned with large charts, diagrams, and Chinese calligraphy posters. The lighting is natural, coming from windows on the right side of the room, casting soft shadows."
+        ],
+        "level_2": [
+          "The video begins with the man standing near a cluttered desk filled with blueprints, a triangular ruler, and a green desk lamp. He is wearing a light blue short-sleeved shirt, black trousers, and glasses. He looks around the room, then turns and starts walking away from the desk. As he moves, the camera pans to follow him, showing more of the workshop environment. Other individuals are seated at wooden desks, focused on their work. The background features large charts and Chinese calligraphy posters on the walls.",
+          "Continuing from the previous scene, the man walks further into the room, passing by other workers who are seated at wooden desks, diligently working on blueprints under the light from large windows. The camera follows his movement, maintaining focus on him as he moves through the space. The room is well-lit, with natural light streaming in, highlighting the details of the workspace and the concentration of the workers.",
+          "Finally, the man continues walking towards the front of the room, where more individuals are seated at desks, working on blueprints. The camera captures his steady pace as he moves through the room, with the background remaining consistent, featuring wooden desks, large windows, and various charts and posters on the walls. Another man in a dark shirt briefly enters the frame, leaning over a desk to assist one of the workers."
+        ],
+        "level_3": [
+          "The video opens with a medium shot of the man standing near a desk filled with blueprints, a triangular ruler, and a green desk lamp. He is wearing a light blue short-sleeved shirt, black trousers, and glasses. He looks around the room, seemingly assessing the situation, before turning and beginning to walk away from the desk.",
+          "As the man walks away from the initial desk, the camera pans to follow his movement. He passes by other individuals seated at wooden desks, who are focused on their work. The room is decorated with large charts and Chinese calligraphy posters on the walls, and the natural light from the windows illuminates the space.",
+          "The man continues walking deeper into the room, moving past more workers who are seated at desks, engrossed in their tasks. The camera maintains a steady follow shot, capturing his progression through the workspace. The background remains consistent, with wooden desks, large windows, and various charts and posters visible.",
+          "The man approaches the front of the room, where additional workers are seated at desks, working on blueprints. The camera continues to follow him, keeping him centered in the frame. The natural light from the windows highlights the details of the workspace and the concentration of the workers.",
+          "Finally, the man reaches the front of the room, continuing his walk past more individuals who are seated at desks. Another man in a dark shirt briefly enters the frame, leaning over a desk to assist one of the workers. The camera captures this interaction as the man in the light blue shirt continues his steady pace through the room."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Is the man wearing glasses with dark frames throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What object is visible on the desk in front of the man at the beginning of the video?",
+          "options": [
+            "A. A green lamp",
+            "B. A triangular ruler",
+            "C. A cup of paintbrushes",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the man's facial expression remain neutral throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the camera move back along the same path after following the man?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:55:36.734481"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are background elements like charts and posters visible at multiple points in the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:55:36.734487"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_852002d435de2eb08124f2db92b982743836a02733476284f3befcc4563f1a6c"
+  },
+  {
+    "task_id": "mem_openhumanvid_e5642679730817cfe6c3e15a3c61975ccfa96da65b26bbdef38218edf68b504d",
+    "instance_id": "mem_openhumanvid_e5642679730817cfe6c3e15a3c61975ccfa96da65b26bbdef38218edf68b504d",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_e5642679730817cfe6c3e15a3c61975ccfa96da65b26bbdef38218edf68b504d.mp4",
+      "total_frames": 420,
+      "fps": 23.98,
+      "duration_sec": 17.52,
+      "reference_image_path": "inference_img/mem_openhumanvid_e5642679730817cfe6c3e15a3c61975ccfa96da65b26bbdef38218edf68b504d_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens with two men standing at the back of a silver pickup truck in an outdoor setting surrounded by green trees. The man on the left, with dark hair and a short beard, is wearing a light gray and dark gray horizontally striped polo shirt, dark pants, and a black belt. The man on the right, who has white/gray hair, is dressed in a blue and white checkered long-sleeve shirt, blue jeans, and a brown belt, and he is holding a pink object in his left hand. They turn to face each other, exchange a few words, and then shake hands. Following the handshake, they share a warm embrace before stepping back slightly, maintaining their positions near the truck. The camera remains steady throughout, focusing on their interaction."
+        ],
+        "level_2": [
+          "The video begins with two men standing at the back of a silver pickup truck, surrounded by lush green trees. The man on the left, with dark hair and a short beard, wears a light gray and dark gray striped polo shirt, dark pants, and a black belt. The man on the right, with white/gray hair, is dressed in a blue and white checkered long-sleeve shirt, blue jeans, and a brown belt, and holds a pink object in his left hand. They turn to face each other, engaging in a brief conversation while standing near the truck bed. The scene transitions as they shake hands, followed by a heartfelt embrace, showing a moment of camaraderie or reconciliation.",
+          "Continuing from the previous scene, the two men remain near the back of the silver pickup truck, still surrounded by greenery. After shaking hands, they share a warm embrace, indicating a strong bond or mutual respect. The man on the right, holding the pink object, leans into the hug, while the man on the left reciprocates the gesture. As they separate slightly, they maintain eye contact, suggesting a meaningful connection. The background remains consistent, with the truck and trees framing their interaction.",
+          "Finally, the two men step back from their embrace, still standing near the rear of the silver pickup truck. The man on the left, with dark hair and a striped polo shirt, turns slightly toward the camera, while the man on the right, in the checkered shirt, holds onto the pink object. They appear to be concluding their interaction, possibly exchanging a few more words or nods. The camera remains focused on them, capturing the emotional weight of their farewell as they stand apart but still connected by the shared moment."
+        ],
+        "level_3": [
+          "The video opens with two men positioned at the back of a silver pickup truck, set against a backdrop of green trees. The man on the left, sporting dark hair and a short beard, is dressed in a light gray and dark gray horizontally striped polo shirt, dark pants, and a black belt. The man on the right, with white/gray hair, wears a blue and white checkered long-sleeve shirt, blue jeans, and a brown belt, and holds a pink object in his left hand. Both men are initially facing away from the camera, then turn to face each other, beginning a conversation.",
+          "As the scene progresses, the two men continue their interaction near the truck. The man on the left places his hand on his hip while listening to the other man speak. The man on the right gestures slightly with his free hand, emphasizing his words. Their body language suggests a friendly and relaxed exchange, with both men smiling and nodding occasionally.",
+          "The interaction evolves as the two men shake hands, symbolizing agreement or friendship. Following the handshake, they share a warm embrace, indicating a deeper emotional connection. The man on the right, still holding the pink object, leans into the hug, while the man on the left reciprocates the gesture, showing mutual respect and affection.",
+          "After the embrace, the two men step back slightly, maintaining their positions near the truck. The man on the left turns slightly toward the camera, while the man on the right continues to hold the pink object. They appear to be concluding their interaction, possibly exchanging a few more words or nods, signifying the end of their meeting.",
+          "Finally, the two men stand apart but still connected by the shared moment. The man on the left looks at the camera briefly, while the man on the right maintains his stance near the truck. The background remains consistent, with the silver pickup truck and green trees framing their interaction, capturing the emotional weight of their farewell."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Is the pink object still visible in Man 2's hand after the embrace?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of pants is Man 1 wearing?",
+          "options": [
+            "A. Khakis",
+            "B. Black jeans",
+            "C. Dark dress pants",
+            "D. Cargo shorts"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does Man 2's white/gray hair appear unchanged after the physical interaction?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the man on the right continue to hold the pink object throughout the entire interaction?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393109"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What happens to the pink object during the handshake and embrace?",
+          "options": [
+            "A. It is dropped",
+            "B. It is passed to the other man",
+            "C. It remains in the left hand of the man on the right",
+            "D. It disappears"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393159"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Is the pink object visible in both Segment 1 and Segment 5?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393172"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the pink object's role in the scene?",
+          "options": [
+            "A. A prop that changes color",
+            "B. An accessory that is forgotten",
+            "C. A consistent item held throughout",
+            "D. A symbolic item that is discarded"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393180"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the pink object maintain its identity when the man on the right leans into the hug?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393187"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Are the horizontal stripes on the man’s polo shirt clearly visible in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393202"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Do the two men maintain distinct identities throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393237"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the man on the right retain his white/gray hair in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393249"
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Is there any indication that the two men switch positions during the interaction?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393261"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the man on the left wear the same striped polo shirt in every segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393268"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "What happens to the man on the right’s blue jeans during the embrace?",
+          "options": [
+            "A. They become darker",
+            "B. They remain unchanged",
+            "C. They are replaced with shorts",
+            "D. They disappear"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393274"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Is the black belt worn by the man on the left still visible after the handshake?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393281"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Does the man on the right keep the pink object throughout the entire interaction?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393302"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "What happens to the pink object during the embrace?",
+          "options": [
+            "A. It is dropped",
+            "B. It is hidden behind the back",
+            "C. It remains in the left hand",
+            "D. It is handed over"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393308"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Is the pink object described as being moved or altered during the handshake?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393314"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "Which accessory must remain unchanged to maintain consistency?",
+          "options": [
+            "A. The man’s belt",
+            "B. The pink object",
+            "C. The truck’s wheels",
+            "D. The tree leaves"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393320"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Does the background of green trees remain consistent across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393335"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Is the silver pickup truck visible in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393347"
+        },
+        {
+          "question_id": "22",
+          "type": "binary",
+          "question": "Does the background shift or distort when the men step back?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393359"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the prompt mention any zoom or scale change in the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393366"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "Which aspect of camera motion is relevant for memory consistency?",
+          "options": [
+            "A. Vertical tilt",
+            "B. Horizontal pan",
+            "C. Zoom & scale",
+            "D. Mirror reflection"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393384"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Must the camera return to the initial scale after any zoom?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393390"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_e5642679730817cfe6c3e15a3c61975ccfa96da65b26bbdef38218edf68b504d"
+  },
+  {
+    "task_id": "mem_openhumanvid_04d78dbd04b80da31ab5534936f52686a7ffa2af9997c7999496ef4aae1dbf41",
+    "instance_id": "mem_openhumanvid_04d78dbd04b80da31ab5534936f52686a7ffa2af9997c7999496ef4aae1dbf41",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_04d78dbd04b80da31ab5534936f52686a7ffa2af9997c7999496ef4aae1dbf41.mp4",
+      "total_frames": 437,
+      "fps": 25.0,
+      "duration_sec": 17.48,
+      "reference_image_path": "inference_img/mem_openhumanvid_04d78dbd04b80da31ab5534936f52686a7ffa2af9997c7999496ef4aae1dbf41_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A man and a woman walk down a narrow, overgrown alleyway with rough stone walls. The man, wearing a white and pink jacket, black pants, glasses, and a black backpack, leads the way while the woman, dressed in a black leather jacket over a blue top, black pants, and with her hair in a ponytail, follows closely behind. As they move forward, the man turns around to face the woman, and they engage in a conversation, both looking at each other attentively. The alley is dimly lit, with sunlight filtering through the foliage above, casting dappled shadows on the ground."
+        ],
+        "level_2": [
+          "The video begins with a man and a woman walking down a narrow, overgrown alleyway. The man, wearing a white and pink jacket, black pants, glasses, and a black backpack, walks ahead while the woman, dressed in a black leather jacket over a blue top, black pants, and with her hair in a ponytail, follows behind. The alley is flanked by rough stone walls with vines and plants growing along them, and sunlight filters through the foliage above. As they continue walking, the man turns around to face the woman, and they begin to converse, both looking at each other.",
+          "Continuing from the previous scene, the man and woman are now standing in the alleyway, facing each other. The man, still wearing his white and pink jacket, black pants, glasses, and backpack, gestures slightly as he speaks. The woman, in her black leather jacket, blue top, and black pants, listens attentively, occasionally nodding. The background remains consistent, with the rough stone walls and overgrown vegetation framing the scene. The lighting continues to be dim, with dappled sunlight illuminating parts of the alley.",
+          "Finally, the man and woman remain engaged in their conversation in the alleyway. The man, with his white and pink jacket, black pants, glasses, and backpack, continues to speak, his expression serious. The woman, in her black leather jacket, blue top, and black pants, responds, her posture relaxed but attentive. The rough stone walls and overgrown vegetation are still visible in the background, and the dappled sunlight continues to filter through the foliage above, maintaining the atmospheric setting of the scene."
+        ],
+        "level_3": [
+          "The video opens with a man and a woman walking down a narrow, overgrown alleyway. The man, wearing a white and pink jacket, black pants, glasses, and a black backpack, leads the way, while the woman, dressed in a black leather jacket over a blue top, black pants, and with her hair in a ponytail, follows closely behind. The alley is flanked by rough stone walls with vines and plants growing along them, and sunlight filters through the foliage above, casting dappled shadows on the ground.",
+          "As they continue walking, the man turns around to face the woman, who has stopped beside him. Both individuals are now standing in the alleyway, facing each other. The man, still wearing his white and pink jacket, black pants, glasses, and backpack, begins to speak, gesturing slightly with his hands. The woman, in her black leather jacket, blue top, and black pants, listens attentively, her posture relaxed but focused.",
+          "The conversation between the man and woman continues as they stand in the alleyway. The man, with his white and pink jacket, black pants, glasses, and backpack, maintains eye contact with the woman, his expression serious as he speaks. The woman, in her black leather jacket, blue top, and black pants, nods occasionally, indicating her engagement in the conversation. The rough stone walls and overgrown vegetation remain prominent in the background, with dappled sunlight continuing to illuminate the scene.",
+          "The man and woman remain in the same position, deeply engrossed in their conversation. The man, still wearing his white and pink jacket, black pants, glasses, and backpack, continues to speak, his tone suggesting a serious discussion. The woman, in her black leather jacket, blue top, and black pants, responds, her body language indicating attentiveness and interest. The alleyway's rough stone walls and overgrown vegetation provide a consistent backdrop, with sunlight filtering through the foliage above.",
+          "In the final moments of the video, the man and woman are still standing in the alleyway, engaged in their conversation. The man, with his white and pink jacket, black pants, glasses, and backpack, appears to be concluding his point, while the woman, in her black leather jacket, blue top, and black pants, listens intently. The rough stone walls and overgrown vegetation remain unchanged, and the dappled sunlight continues to cast shadows on the ground, maintaining the atmospheric setting of the scene."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When the man turns back to face the woman after walking away, does he still have glasses on?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main part of the man's jacket?",
+          "options": [
+            "A. Pink",
+            "B. White",
+            "C. Black",
+            "D. Blue"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the man's jacket maintain the same color pattern (white with pink accents) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the woman's identity consistent across all five segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461503"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are both characters consistently present from Segment 1 to Segment 5?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461518"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "What is the primary risk for identity persistence in this video?",
+          "options": [
+            "A. Character fusion due to similar clothing",
+            "B. Loss of identity during conversation transitions",
+            "C. Introduction of a third character",
+            "D. Sudden disappearance of one character"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461525"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the man’s white and pink jacket remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461536"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the woman’s hair remain in a ponytail in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461553"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What is the most likely inconsistency risk regarding apparel?",
+          "options": [
+            "A. The man loses his backpack",
+            "B. The woman changes her top color",
+            "C. The man’s jacket becomes gray",
+            "D. The woman’s pants turn white"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461559"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the man’s black backpack remain visible in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461567"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Are the man’s glasses present in every segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461574"
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Does the alleyway maintain its narrow, overgrown appearance throughout?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461601"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the background remain unchanged from Segment 1 to Segment 5?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461636"
+        },
+        {
+          "question_id": "14",
+          "type": "binary",
+          "question": "Are the stone walls and vines present in every segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461642"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Is the dappled sunlight consistently described in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461655"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Do the characters ever block the view of the background?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461669"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Must the stone walls look the same after being occluded?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461686"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "Which scenario would violate occlusion reveal memory?",
+          "options": [
+            "A. Wall texture changes upon re-emergence",
+            "B. Vegetation grows more dense",
+            "C. Sunlight pattern shifts",
+            "D. All of the above"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461692"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_04d78dbd04b80da31ab5534936f52686a7ffa2af9997c7999496ef4aae1dbf41"
+  },
+  {
+    "task_id": "mem_openhumanvid_6b9b1a8e216fab48de8cd19e4dc64623938d6ba960de15aa358d749b58cf4ad1",
+    "instance_id": "mem_openhumanvid_6b9b1a8e216fab48de8cd19e4dc64623938d6ba960de15aa358d749b58cf4ad1",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_6b9b1a8e216fab48de8cd19e4dc64623938d6ba960de15aa358d749b58cf4ad1.mp4",
+      "total_frames": 501,
+      "fps": 25.0,
+      "duration_sec": 20.04,
+      "reference_image_path": "inference_img/mem_openhumanvid_6b9b1a8e216fab48de8cd19e4dc64623938d6ba960de15aa358d749b58cf4ad1_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In a dimly lit, vintage-style room adorned with framed artwork and traditional decor, a woman with dark brown hair pulled back sits at a wooden table across from a man. The woman wears a white short-sleeved blouse with small black dot patterns and blue patterned long sleeves underneath, accessorized with a watch on her left wrist. She speaks earnestly, gesturing with her hands as she engages in a conversation with the man, who listens intently while resting his arms on the table. A white teapot sits between them, and the background features a bed with floral bedding, a side table with a lamp, and shelves displaying various household items. The camera slowly pulls back to reveal more of the room's ambiance."
+        ],
+        "level_2": [
+          "The video opens with a close-up of the woman, highlighting her dark brown hair pulled back and her white blouse with black dot patterns and blue patterned sleeves. She begins speaking, her expression serious, as the man opposite her listens attentively. The camera gradually zooms out, revealing the man wearing a light-colored shirt, seated with his arms crossed on the wooden table. The setting is a cozy, vintage room with floral wallpaper, framed pictures, and a bed in the background. As the conversation continues, the woman gestures with her hands while the man maintains eye contact, occasionally responding.",
+          "The scene transitions to a medium shot of both individuals seated at the wooden table. The woman, still wearing her distinctive blouse and watch, continues to speak animatedly, using hand gestures for emphasis. The man, dressed in a light-colored shirt, listens closely, his posture relaxed but attentive. The background remains consistent, showcasing the room's vintage charm with its floral bedding, side table lamp, and shelves filled with decorative items. The camera angle shifts slightly to capture their interaction more fully.",
+          "In the final segment, the woman picks up a glass of water and takes a sip while continuing the conversation. The man responds, his expression reflecting engagement in the dialogue. The camera focuses on their faces, capturing the nuances of their interaction. The room's details, including the white teapot on the table and the framed artwork on the walls, remain visible, maintaining the spatial consistency of the setting."
+        ],
+        "level_3": [
+          "The video begins with a close-up of the woman, her dark brown hair neatly pulled back and her white blouse with black dot patterns and blue patterned sleeves clearly visible. She appears to be speaking, her expression conveying a sense of earnestness. The man, partially visible on the left, is seated across from her, listening intently. The background hints at a vintage room with dark curtains and a shelf holding various items.",
+          "As the camera slowly zooms out, the full view of the man becomes apparent. He is wearing a light-colored shirt and has his arms crossed on the wooden table. The woman continues to speak, gesturing with her hands to emphasize her points. The room's details become more evident, including a bed with floral bedding, a side table with a lamp, and shelves displaying decorative objects. The interaction between the two remains the focal point, with the woman leading the conversation.",
+          "The camera angle shifts slightly, providing a clearer view of the woman's face and upper body. She continues to engage in the conversation, her expressions and gestures indicating her involvement. The man listens attentively, occasionally nodding or responding. The background remains consistent, with the floral wallpaper, framed pictures, and vintage decor contributing to the room's ambiance.",
+          "The woman picks up a glass of water from the table and takes a sip, her actions adding a natural rhythm to the conversation. The man responds, his expression reflecting his engagement in the dialogue. The camera captures their interaction from a slightly different angle, emphasizing their facial expressions and the dynamics of their conversation. The room's details, including the white teapot on the table and the framed artwork on the walls, remain visible.",
+          "Finally, the woman places the glass back on the table, her hands clasped together as she continues to speak. The man listens, his posture relaxed but attentive. The camera maintains a steady focus on their interaction, capturing the nuances of their conversation. The room's vintage charm, with its floral bedding, side table lamp, and shelves filled with decorative items, provides a consistent backdrop throughout the scene."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's blouse maintain its white color with black dot patterns throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What accessory is visible on the woman's left wrist?",
+          "options": [
+            "A. A ring",
+            "B. A bracelet",
+            "C. A watch",
+            "D. A necklace"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the woman wear a white blouse with black dots throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124734"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Are the blue patterned sleeves visible in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124782"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "Which garment is worn underneath the white blouse?",
+          "options": [
+            "A. A plain blue shirt",
+            "B. Blue patterned long sleeves",
+            "C. A gray sweater",
+            "D. A red scarf"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124789"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the woman’s clothing change during the conversation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124796"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the woman wear a watch on her left wrist?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124807"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "On which wrist does the woman wear her watch?",
+          "options": [
+            "A. Right wrist",
+            "B. Left wrist",
+            "C. Both wrists",
+            "D. Neither wrist"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124814"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Is the watch visible in Segment 4?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124820"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the watch appear in every segment where the woman’s hand is visible?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124833"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Is there a white teapot on the table?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124841"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "What object is placed between the woman and the man at the beginning?",
+          "options": [
+            "A. A book",
+            "B. A white teapot",
+            "C. A vase",
+            "D. A cup of coffee"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124848"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the teapot remain on the table throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124854"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "When is the teapot first mentioned?",
+          "options": [
+            "A. Segment 1",
+            "B. Segment 2",
+            "C. In the Level 1 prompt",
+            "D. Segment 4"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124861"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Is the teapot visible in Segment 5?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124866"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "Which of the following textures must be preserved across camera angles?",
+          "options": [
+            "A. The floral bedding",
+            "B. The wooden table",
+            "C. The lampshade",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124892"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Does the camera zoom out in Segment 1?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124906"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "What happens to the camera in Segment 1?",
+          "options": [
+            "A. It pans left",
+            "B. It zooms out",
+            "C. It tilts upward",
+            "D. It rotates 360 degrees"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124912"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Is the camera movement consistent with a gradual zoom?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124918"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "Which segment shows the most significant camera movement?",
+          "options": [
+            "A. Segment 1",
+            "B. Segment 2",
+            "C. Segment 3",
+            "D. Segment 4"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124924"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the camera return to a similar scale after zooming out?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124930"
+        },
+        {
+          "question_id": "22",
+          "type": "binary",
+          "question": "Does the background include a bed with floral bedding?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124939"
+        },
+        {
+          "question_id": "23",
+          "type": "multiple_choice",
+          "question": "Which background element appears in all segments?",
+          "options": [
+            "A. A painting",
+            "B. A lamp",
+            "C. Floral bedding",
+            "D. A mirror"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124944"
+        },
+        {
+          "question_id": "24",
+          "type": "binary",
+          "question": "Is the side table with a lamp visible in Segment 4?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124950"
+        },
+        {
+          "question_id": "25",
+          "type": "multiple_choice",
+          "question": "What happens to the background when the camera shifts?",
+          "options": [
+            "A. It changes randomly",
+            "B. It remains consistent",
+            "C. It fades out",
+            "D. It reflects the characters"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124957"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the floral wallpaper remain visible in all wide shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124963"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "What happens to the man’s visibility in Segment 2?",
+          "options": [
+            "A. He disappears",
+            "B. He becomes fully visible",
+            "C. He turns away",
+            "D. He stands up"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124977"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Are background items like the shelves revealed after being occluded?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124983"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "Which background element is revealed as the camera zooms out?",
+          "options": [
+            "A. The bed",
+            "B. The lamp",
+            "C. The shelves",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124989"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Does the room’s layout remain unchanged when occluded areas are revealed?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124995"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_6b9b1a8e216fab48de8cd19e4dc64623938d6ba960de15aa358d749b58cf4ad1"
+  },
+  {
+    "task_id": "mem_openhumanvid_d7ec31e6ab235b2d6efcc5342395ff3195a4a0e059021112a46d19491ef0e529",
+    "instance_id": "mem_openhumanvid_d7ec31e6ab235b2d6efcc5342395ff3195a4a0e059021112a46d19491ef0e529",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_d7ec31e6ab235b2d6efcc5342395ff3195a4a0e059021112a46d19491ef0e529.mp4",
+      "total_frames": 412,
+      "fps": 25.0,
+      "duration_sec": 16.48,
+      "reference_image_path": "inference_img/mem_openhumanvid_d7ec31e6ab235b2d6efcc5342395ff3195a4a0e059021112a46d19491ef0e529_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In a dimly lit office environment with a cool blue tone, a woman with short brown hair and a man in a black jacket stand facing each other. The woman is dressed in a formal black suit with a white shirt, while the man wears a dark jacket over a collared shirt, both with lanyards around their necks. They appear to be engaged in a serious conversation, with subtle shifts in their facial expressions and body language. As the scene progresses, the man reaches into his pocket and pulls out a disposable coffee cup, which he holds while continuing the discussion."
+        ],
+        "level_2": [
+          "The scene opens with the woman and man standing close to each other in a modern office setting. The woman, with her short brown hair neatly styled, maintains a composed demeanor, occasionally turning her head slightly as she speaks. The man, with his short dark hair and serious expression, listens intently, his posture steady. In the background, a screen displays a logo, adding to the professional atmosphere. The lighting remains consistent, casting soft shadows on their faces.",
+          "As the conversation continues, the woman's expression becomes more animated, suggesting she is making an important point. The man nods subtly, indicating his engagement in the dialogue. The camera remains focused on their upper bodies, capturing the nuances of their interaction. The office environment remains unchanged, with the blue-toned lighting enhancing the sense of formality.",
+          "The man reaches into his jacket pocket and retrieves a disposable coffee cup, holding it in his hand. He brings it up slightly, perhaps to emphasize a point or take a sip. The woman watches him briefly before returning her gaze to his face, her expression thoughtful. The overall mood remains serious, with the addition of the coffee cup introducing a small element of casualness to the otherwise formal setting."
+        ],
+        "level_3": [
+          "The video begins with the woman and man standing in a dimly lit office, both dressed in formal attire. The woman, with her short brown hair, is wearing a black suit and white shirt, while the man is in a black jacket over a collared shirt. They are positioned close to each other, facing one another, with the woman slightly turned towards the man. The background features a screen displaying a logo, and the cool blue lighting sets a professional tone. Their body language suggests they are engaged in a serious conversation.",
+          "As the conversation progresses, the woman's facial expressions become more animated, indicating she is actively speaking. She turns her head slightly, emphasizing her points, while the man listens attentively, nodding occasionally. The camera remains steady, focusing on their upper bodies and capturing the subtle shifts in their expressions. The office environment remains consistent, with the blue lighting and background screen providing a stable backdrop.",
+          "The man reaches into his jacket pocket and pulls out a disposable coffee cup, holding it in his hand. He brings it up slightly, possibly to make a point or take a sip. The woman observes him for a moment before refocusing on his face, her expression thoughtful. The overall atmosphere remains serious, but the introduction of the coffee cup adds a touch of casualness to the scene. The camera angle stays the same, maintaining the focus on their interaction.",
+          "The man continues to hold the coffee cup, occasionally shifting his grip as he speaks. The woman listens intently, her head slightly tilted, indicating her engagement in the conversation. The background remains unchanged, with the blue-toned lighting and the screen displaying the logo. The camera captures the subtle movements of their hands and faces, emphasizing the ongoing dialogue.",
+          "In the final moments, the man takes a sip from the coffee cup, his expression remaining serious. The woman nods slightly, acknowledging his words. The scene concludes with both individuals still engaged in their conversation, the office environment and lighting providing a consistent and professional setting. The camera remains focused on their upper bodies, capturing the final exchanges of their dialogue."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's facial appearance remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the man's hairstyle consistent across all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Do both individuals maintain the same body posture throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Are there any noticeable changes in the woman's facial expression that suggest a change in identity?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's clothing appear consistent in terms of color and style?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "openhumanvid_full_regen",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_d7ec31e6ab235b2d6efcc5342395ff3195a4a0e059021112a46d19491ef0e529"
+  },
+  {
+    "task_id": "mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1",
+    "instance_id": "mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1.mp4",
+      "total_frames": 510,
+      "fps": 29.97,
+      "duration_sec": 17.02,
+      "reference_image_path": "inference_img/mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video features a close-up shot of a woman with shoulder-length wavy brown hair and light-colored eyes (possibly green or hazel). She is wearing subtle natural makeup with a hint of eye shadow and a light-colored top, possibly white or off-white. Her expression transitions from a gentle smile to a more thoughtful look as she appears to be speaking or reacting to something. The background is softly lit and neutral, with a warm, dim ambiance that keeps the focus on her face. There are no accessories visible, and the camera remains steady throughout, maintaining a tight framing on her upper face and shoulders."
+        ],
+        "level_2": [
+          "The video opens with a close-up of the woman, highlighting her shoulder-length wavy brown hair and light-colored eyes. She begins with a soft, genuine smile, looking slightly upward as if engaged in a pleasant conversation. As the scene progresses, her expression shifts subtly, becoming more contemplative and focused, suggesting she is listening or thinking deeply. The lighting remains warm and consistent, casting a gentle glow on her face, while the background stays out of focus, ensuring all attention is on her facial expressions and subtle movements.",
+          "Continuing from the previous scene, the woman maintains her thoughtful demeanor. Her eyes remain expressive, shifting slightly as if processing information or responding to an unseen interlocutor. Her mouth moves gently, indicating she is speaking softly or articulating her thoughts. The warm, dim lighting continues to highlight her features, and the background remains unchanged, preserving the intimate and focused atmosphere of the shot.",
+          "In the final portion of the video, the woman's expression softens again into a gentle smile, mirroring her initial reaction. Her eyes convey a sense of warmth and connection, suggesting a positive or reflective conclusion to her interaction. The camera remains fixed, capturing the continuity of her appearance and the consistency of the lighting and background, reinforcing the emotional arc of the scene."
+        ],
+        "level_3": [
+          "The video begins with a close-up of the woman, showcasing her shoulder-length wavy brown hair and light-colored eyes. She starts with a warm, inviting smile, looking slightly upward as if engaged in a pleasant conversation. The soft, warm lighting highlights her natural makeup and the subtle texture of her hair, while the neutral background ensures the focus remains on her face.",
+          "As the scene progresses, the woman's expression shifts to a more contemplative look. Her eyes narrow slightly, and her lips move gently, indicating she is listening intently or reflecting on what is being said. The warm lighting continues to cast a soft glow on her face, emphasizing the subtle changes in her expression.",
+          "Her thoughtful demeanor persists as her eyes shift slightly, conveying a sense of engagement and attentiveness. The lighting remains consistent, maintaining the intimate and focused atmosphere of the shot. The background stays out of focus, ensuring all attention is on her facial expressions and subtle movements.",
+          "The woman's expression softens once more, transitioning into a gentle smile. Her eyes convey warmth and connection, suggesting a positive or reflective conclusion to her interaction. The camera remains steady, capturing the continuity of her appearance and the consistent lighting and background.",
+          "Finally, the woman maintains her gentle smile, her eyes reflecting a sense of contentment and satisfaction. The warm, dim lighting continues to highlight her features, and the background remains unchanged, preserving the intimate and focused atmosphere of the entire video."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hair appear consistently styled throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the woman's eyes?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. Brown",
+            "D. Hazel"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is there any noticeable change in the woman's facial expression from smiling to neutral across the frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary lighting condition affecting the woman's face?",
+          "options": [
+            "A. Direct frontal light",
+            "B. Soft side light from the right",
+            "C. Harsh overhead light",
+            "D. Dim and shadowy"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman maintain consistent eye contact with the camera throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the woman’s facial identity remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:28.113155"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Is the woman wearing the same light-colored top throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:28.113202"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What type of clothing is the woman wearing, and does it change?",
+          "options": [
+            "A. A dark top that changes color in later segments",
+            "B. A light-colored top that remains unchanged",
+            "C. No clothing visible",
+            "D. A patterned top introduced in Segment 3"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:28.113209"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Are any accessories visible on the woman at any point in the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:28.113217"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the background remain consistent across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:28.113233"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the mirror reflection show the woman's shoulder-length wavy brown hair and light-colored eyes when she is facing the mirror?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt describes the woman’s appearance in detail, including her hair and eye color. If a mirror is present, it should reflect these features accurately.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:01.630985"
+          }
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "If a mirror is visible in the scene, what should be reflected in it during Segment 1?",
+          "options": [
+            "A. The woman's back and the neutral background",
+            "B. The woman's face with a gentle smile and warm lighting",
+            "C. A blurred image of the camera operator",
+            "D. A completely dark reflection"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "In Segment 1, the woman is shown with a soft smile and warm lighting. A mirror would reflect her facial expression and the lighting conditions as described.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:01.631045"
+          }
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the reflection in the mirror include the subtle natural makeup and light-colored top worn by the woman?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt specifies the woman’s makeup and clothing. A mirror should reflect these details consistently with the actual environment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:01.631055"
+          }
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "When the woman turns slightly to the side in Segment 2, what should the mirror reflect?",
+          "options": [
+            "A. Her profile view with the same warm lighting",
+            "B. Only her hair and no facial features",
+            "C. The entire room behind her",
+            "D. A distorted version of her front-facing image"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "A mirror reflects the angle at which the subject is viewed. Turning to the side should result in a profile reflection consistent with the lighting and framing described.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:01.631063"
+          }
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Is the reflection in the mirror expected to show the same neutral, softly lit background as seen behind the woman?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The background is described as softly lit and neutral throughout. A mirror reflecting the scene should include this background, maintaining spatial consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:01.631069"
+          }
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "If the mirror appears in Segment 1 and then reappears in Segment 4, does it reflect the same facial expression (gentle smile) as in the beginning?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Segment 1 begins with a gentle smile, and Segment 4 returns to that expression. Temporal consistency requires the mirror to reflect the same emotional state when the scene repeats.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:01.631079"
+          }
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Does the mirror reflection update when the woman transitions from a thoughtful look to a gentle smile in Segment 4?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The transition in expression is explicitly described. The reflection must change accordingly to maintain temporal consistency across time segments.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:01.631099"
+          }
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "If the mirror is visible in both Segment 1 and Segment 5, how should its reflection compare?",
+          "options": [
+            "A. Both reflections show the same gentle smile",
+            "B. Segment 1 shows a smile, Segment 5 shows a more content expression",
+            "C. Segment 5 shows a darker reflection due to dimmer lighting",
+            "D. The reflection is absent in Segment 5"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Both Segment 1 and Segment 5 describe a gentle smile. If the mirror is present in both, the reflection should be consistent with the facial expression at each point in time.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:01.631106"
+          }
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "If the mirror reflects the woman’s face in Segment 2, and then the lighting subtly shifts in Segment 3, does the reflection also reflect this lighting change?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt mentions consistent warm lighting, but any subtle shift should be mirrored in the reflection to preserve temporal fidelity.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:01.631113"
+          }
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "If the camera were to pan slightly to the left, how should the mirror reflection change?",
+          "options": [
+            "A. It should show a wider view of the background",
+            "B. It should reflect the woman’s face from a new angle",
+            "C. It should remain unchanged",
+            "D. It should show the opposite side of the room"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Changing the camera viewpoint alters the angle of reflection. A mirror would show the woman’s face from a shifted perspective, consistent with the new camera position.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:01.631126"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1"
+  },
+  {
+    "task_id": "mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06",
+    "instance_id": "mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06.mp4",
+      "total_frames": 442,
+      "fps": 23.98,
+      "duration_sec": 18.44,
+      "reference_image_path": "inference_img/mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens with two astronauts in white, bulky space suits adorned with red and blue stripes on the arms, American flag patches on the right arm and left shoulder, and mission patches on the left chest area. They are floating outside a spacecraft against the backdrop of the blackness of space, dotted with stars. The astronauts, wearing clear helmet visors that reveal their faces and black gloves with textured grips, begin by maneuvering around the exterior of the spacecraft. As they move, the camera follows them closely, capturing their detailed suits and the intricate machinery of the spacecraft. The scene transitions to show Earth in the background, with its blue oceans and white clouds visible, as the astronauts continue their work on the spacecraft's exterior panels and equipment."
+        ],
+        "level_2": [
+          "The video begins with a close-up view of two astronauts in white space suits, featuring red and blue stripes on the arms, American flag patches on the right arm and left shoulder, and mission patches on the left chest area. They are seen floating in the vastness of space, with the dark expanse and stars surrounding them. The astronauts, wearing clear helmet visors and black gloves, start by moving along the exterior of a spacecraft, inspecting and handling various components. The camera smoothly follows their movements, maintaining focus on their detailed suits and the complex machinery they interact with. As they progress, the backdrop shifts to reveal the stunning view of Earth, with its blue oceans and white clouds, providing a dramatic contrast to the blackness of space.",
+          "Continuing from the previous scene, the astronauts are now shown working on specific sections of the spacecraft's exterior. The camera angle shifts slightly, offering a clearer view of the intricate details of the spacecraft's panels and equipment. The astronauts, still in their white suits with distinctive markings, are seen using tools and manipulating components, their movements precise and deliberate. The Earth remains visible in the background, its vibrant colors and cloud patterns adding depth to the scene. The camera maintains a steady follow, ensuring that the astronauts' actions and the spacecraft's features are captured in detail.",
+          "Finally, the video shows the astronauts continuing their tasks on the spacecraft's exterior, with the camera providing a dynamic perspective that highlights their interactions with the machinery. The astronauts, still wearing their white suits with red and blue stripes, American flag patches, and mission patches, are seen working in tandem, their movements synchronized. The Earth's blue oceans and white clouds remain a constant backdrop, emphasizing the vastness of space. The camera captures the astronauts from various angles, ensuring that their detailed suits and the spacecraft's complex structure are consistently visible, maintaining spatial and visual continuity throughout the sequence."
+        ],
+        "level_3": [
+          "The video opens with a close-up shot of two astronauts in white space suits, featuring red and blue stripes on the arms, American flag patches on the right arm and left shoulder, and mission patches on the left chest area. They are floating in the vastness of space, surrounded by the blackness of the cosmos and scattered stars. The astronauts, wearing clear helmet visors and black gloves, begin by moving along the exterior of a spacecraft, their movements deliberate and focused. The camera follows them closely, capturing the intricate details of their suits and the complex machinery they interact with.",
+          "As the astronauts continue their work, the camera angle shifts slightly, providing a clearer view of the spacecraft's exterior panels and equipment. The astronauts, still in their white suits with distinctive markings, are seen using tools and manipulating components, their actions precise and methodical. The Earth begins to come into view in the background, its blue oceans and white clouds adding a vibrant contrast to the dark expanse of space. The camera maintains a steady follow, ensuring that the astronauts' detailed suits and the spacecraft's features are captured in detail.",
+          "The astronauts then move to a different section of the spacecraft, where they continue their meticulous work on the exterior panels. The camera provides a dynamic perspective, highlighting their interactions with the machinery and the intricate details of the spacecraft's structure. The Earth remains visible in the background, its vibrant colors and cloud patterns adding depth to the scene. The astronauts, still wearing their white suits with red and blue stripes, American flag patches, and mission patches, are seen working in tandem, their movements synchronized and purposeful.",
+          "As the sequence progresses, the camera captures the astronauts from various angles, ensuring that their detailed suits and the spacecraft's complex structure are consistently visible. The Earth's blue oceans and white clouds remain a constant backdrop, emphasizing the vastness of space and the astronauts' isolation. The astronauts continue their tasks with precision, their movements deliberate and focused, as they navigate the intricate machinery of the spacecraft.",
+          "Finally, the video concludes with the astronauts still engaged in their work on the spacecraft's exterior. The camera provides a final, sweeping view of their detailed suits and the complex machinery they interact with, with the Earth's vibrant colors and cloud patterns serving as a stunning backdrop. The astronauts' movements are captured in detail, ensuring that their identity and spatial consistency are maintained throughout the sequence, leaving a lasting impression of their dedication and skill in the vast expanse of space."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the American flag patch on the astronaut's right arm remain visible and unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Do the life support packs on the astronauts' backs appear identical in design and size across all shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Do the astronauts' space suits maintain the same red and blue stripes on the arms throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:38.911589"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Where are the American flag patches located on the astronauts' suits?",
+          "options": [
+            "A. Right arm and left shoulder",
+            "B. Left arm and right shoulder",
+            "C. Both arms",
+            "D. Chest area"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:38.911626"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are the two astronauts distinguishable from each other throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:38.911638"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "What ensures the astronauts' identity persists across different camera angles?",
+          "options": [
+            "A. Their helmet visors reveal their faces",
+            "B. Their suits have identical designs",
+            "C. They wear masks",
+            "D. Only one astronaut is shown"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:38.911645"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the spacecraft's machinery retain its detailed texture when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:38.911653"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "Which aspect of the spacecraft must remain consistent during camera movement?",
+          "options": [
+            "A. Color of the stars",
+            "B. Texture of the panels",
+            "C. Shape of Earth",
+            "D. Size of the astronauts"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:38.911659"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does Earth remain consistently visible in the background across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:38.911668"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "What happens to Earth’s appearance when the camera returns to a prior view?",
+          "options": [
+            "A. It changes color",
+            "B. It remains the same",
+            "C. It disappears",
+            "D. It rotates unnaturally"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:38.911674"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06"
+  },
+  {
+    "task_id": "mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d",
+    "instance_id": "mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d.mp4",
+      "total_frames": 1109,
+      "fps": 60.0,
+      "duration_sec": 18.48,
+      "reference_image_path": "inference_img/mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video shows two middle-aged men walking side-by-side at night along a dimly lit path bordered by tall bamboo stalks on the left and a building with windows on the right. The man on the left wears a white collared shirt under a dark V-neck sweater vest and a dark overcoat, while the man on the right is dressed in a black leather jacket over a dark shirt. Both have short dark hair and no visible accessories. The man on the left briefly touches his face with his right hand as they walk. The camera follows them from behind and slightly to the side, maintaining a steady shot that captures their consistent posture and appearance throughout the sequence."
+        ],
+        "level_2": [
+          "The video begins with the two men walking side-by-side at night. The man on the left is wearing a white collared shirt, a dark V-neck sweater vest, and a dark overcoat, while the man on the right is dressed in a black leather jacket over a dark shirt. They are walking along a path with tall bamboo stalks on the left and a building with windows on the right. The lighting is dim, creating a moody atmosphere. As they walk, the man on the left briefly touches his face with his right hand. The camera follows them smoothly, keeping them centered in the frame.",
+          "Continuing from the previous scene, the two men maintain their pace and position as they walk along the same path. The man on the left, in his white collared shirt and dark overcoat, remains composed, while the man on the right, in his black leather jacket, stays in profile view. The background remains consistent with the bamboo stalks and the building's windows. The camera continues to follow them from behind and slightly to the side, ensuring a continuous and stable shot.",
+          "Finally, the two men continue their walk along the path. The man on the left, still in his white collared shirt and dark overcoat, and the man on the right, in his black leather jacket, remain side-by-side. The bamboo stalks and the building with windows provide a consistent backdrop. The camera maintains its following shot, capturing their steady movement and consistent appearance throughout the sequence."
+        ],
+        "level_3": [
+          "The video opens with the two men walking side-by-side at night. The man on the left, wearing a white collared shirt under a dark V-neck sweater vest and a dark overcoat, and the man on the right, dressed in a black leather jacket over a dark shirt, are seen walking along a path lined with tall bamboo stalks on the left and a building with windows on the right. The lighting is dim, creating a subdued atmosphere. The camera follows them from behind and slightly to the side, capturing their initial movement.",
+          "As they continue walking, the man on the left briefly touches his face with his right hand, adjusting his collar. The man on the right remains in profile view, maintaining his pace. The background of bamboo stalks and the building's windows remains consistent. The camera continues to follow them smoothly, keeping them centered in the frame.",
+          "The two men proceed along the path, their pace steady and their positions unchanged. The man on the left, in his white collared shirt and dark overcoat, and the man on the right, in his black leather jacket, continue to walk side-by-side. The bamboo stalks and the building with windows provide a consistent backdrop. The camera maintains its following shot, ensuring a continuous and stable view.",
+          "As they move further along the path, the man on the left adjusts his collar again, while the man on the right remains focused ahead. The background elements, including the bamboo stalks and the building's windows, remain unchanged. The camera continues to follow them from behind and slightly to the side, capturing their steady movement.",
+          "Finally, the two men continue their walk along the path, maintaining their pace and position. The man on the left, in his white collared shirt and dark overcoat, and the man on the right, in his black leather jacket, remain side-by-side. The bamboo stalks and the building with windows provide a consistent backdrop. The camera maintains its following shot, capturing their final moments of the sequence."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Do both men maintain the same facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Did Man 1 adjust his clothing by touching his face during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the man on the left adjust his collar more than once during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:53.961584"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Do both men have short dark hair and no visible accessories throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:53.961631"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are the bamboo stalks and building with windows present throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:53.961647"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "How is the camera positioned relative to the men?",
+          "options": [
+            "A. Directly in front",
+            "B. From behind and slightly to the side",
+            "C. Above them",
+            "D. To the left only"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:53.961665"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d"
+  },
+  {
+    "task_id": "mem_openhumanvid_ef35121e8c5639c183dfe54ae49a58ddf0d2f96fa015b354ba57352b531a1f6d",
+    "instance_id": "mem_openhumanvid_ef35121e8c5639c183dfe54ae49a58ddf0d2f96fa015b354ba57352b531a1f6d",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_ef35121e8c5639c183dfe54ae49a58ddf0d2f96fa015b354ba57352b531a1f6d.mp4",
+      "total_frames": 458,
+      "fps": 25.0,
+      "duration_sec": 18.32,
+      "reference_image_path": "inference_img/mem_openhumanvid_ef35121e8c5639c183dfe54ae49a58ddf0d2f96fa015b354ba57352b531a1f6d_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens on a bright, sunny day aboard a ship with a clear blue sky in the background. Two men stand side by side on the deck. On the left, a man with dark hair tied back by a white headband wears a black robe and a gray scarf around his neck. He remains relatively still, looking forward with a serious expression. To his right stands a much larger man with a distinctive purple mohawk hairstyle, painted face featuring red markings, and wearing a brown leather-like vest adorned with silver studs. This man makes various facial expressions, including slight head movements and hand gestures, while maintaining his position next to the first man. The camera remains steady, focusing on the two figures against the backdrop of the ship's sail and other crew members visible in the distance."
+        ],
+        "level_2": [
+          "The video begins with a wide shot of two men standing on a ship's deck under a clear blue sky. The man on the left has dark hair secured with a white headband and is dressed in a black robe with a gray scarf, standing calmly and looking ahead. Beside him, the man on the right is significantly larger, sporting a purple mohawk, red face paint, and a studded brown vest. He starts by making subtle facial expressions and slight head turns, occasionally gesturing with his hands. The background shows the ship's sail and other crew members, adding depth to the scene. The camera remains focused on the two main figures, capturing their contrasting appearances and the dynamic between them.",
+          "Continuing from the initial scene, the man on the right becomes more animated, displaying a range of facial expressions such as furrowed brows and raised eyebrows, accompanied by small hand movements. His body language suggests he is reacting to something off-screen. Meanwhile, the man on the left maintains his composed stance, his gaze fixed forward, seemingly unaffected by the other man's actions. The ship's sail and distant crew members remain visible, providing a consistent backdrop. The camera angle stays steady, emphasizing the contrast between the two men's demeanor.",
+          "In the final part of the video, the man on the right continues to express himself through varied facial movements and occasional hand gestures, his energy contrasting with the stillness of the man on the left. The man on the left remains largely unchanged, his posture and expression unwavering. The background elements, including the ship's sail and the crew, stay consistent, reinforcing the setting. The camera maintains its focus on the two men, ensuring their identities and spatial relationship are preserved throughout the clip."
+        ],
+        "level_3": [
+          "The video opens with a static shot of two men on a ship's deck under a bright blue sky. The man on the left, with dark hair tied by a white headband, wears a black robe and gray scarf, standing still with a serious expression. To his right, a larger man with a purple mohawk, red face paint, and a studded brown vest begins to make subtle facial expressions and slight head movements, hinting at an internal reaction or conversation.",
+          "As the scene progresses, the man on the right becomes more expressive, his face contorting into various emotions—furrowed brows, raised eyebrows, and slight smiles—as he gestures subtly with his hands. His body language suggests engagement with something unseen, possibly reacting to an event or dialogue. The man on the left remains completely still, his gaze fixed forward, creating a stark contrast in their demeanor.",
+          "The man on the right continues his animated display, now incorporating more pronounced hand gestures and head tilts, further emphasizing his dynamic presence. His facial expressions shift rapidly, conveying a range of emotions. Meanwhile, the man on the left remains unchanging, his posture and expression frozen, highlighting the tension between their contrasting states.",
+          "The interaction between the two men unfolds as the man on the right maintains his expressive behavior, his movements becoming slightly more exaggerated. His red face paint and purple mohawk stand out vividly against the backdrop of the ship's sail and crew. The man on the left, however, remains steadfast, his stillness serving as a counterpoint to the other man's liveliness.",
+          "Finally, the video concludes with the man on the right continuing his animated expressions and gestures, his energy undiminished. The man on the left remains completely motionless, his identity and appearance consistent throughout. The ship's sail and distant crew members provide a stable background, ensuring the focus remains on the two central figures and their contrasting dynamics."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does Man 1 (left) maintain the same facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the headband worn by Man 1?",
+          "options": [
+            "A. White",
+            "B. Brown",
+            "C. Black",
+            "D. Gray"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is Man 2's purple mohawk hairstyle consistent in appearance throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What material does Man 2's vest appear to be made of?",
+          "options": [
+            "A. Leather",
+            "B. Cotton",
+            "C. Metal",
+            "D. Silk"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man on the left maintain the same identity throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:04:57.072290"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the man on the right wear a studded brown vest throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:04:57.072342"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Is the purple mohawk hairstyle maintained throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:04:57.072359"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Do the background elements like the ship's sail remain visible and consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:04:57.072374"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "Which background element is mentioned in every segment?",
+          "options": [
+            "A. Ocean waves",
+            "B. Ship's sail",
+            "C. Clouds",
+            "D. Flag"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:04:57.072380"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_ef35121e8c5639c183dfe54ae49a58ddf0d2f96fa015b354ba57352b531a1f6d"
+  },
+  {
+    "task_id": "mem_openhumanvid_909850a1b95ce39b4d7b9a0fde693d5aa4c72ea05412eaef5ad854bdcaaa06d5",
+    "instance_id": "mem_openhumanvid_909850a1b95ce39b4d7b9a0fde693d5aa4c72ea05412eaef5ad854bdcaaa06d5",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_909850a1b95ce39b4d7b9a0fde693d5aa4c72ea05412eaef5ad854bdcaaa06d5.mp4",
+      "total_frames": 752,
+      "fps": 50.0,
+      "duration_sec": 15.04,
+      "reference_image_path": "inference_img/mem_openhumanvid_909850a1b95ce39b4d7b9a0fde693d5aa4c72ea05412eaef5ad854bdcaaa06d5_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video features a close-up of a man and a woman standing side by side outdoors. The man, on the left, has short dark hair, wears round patterned glasses (black and white frames), a black turtleneck shirt, and a light grey blazer. The woman, on the right, has long dark hair styled with a small braid at the front, and she is wearing a white collared shirt under a light grey blazer. Both individuals are looking off to the right side of the frame, seemingly engaged in observing or reacting to something out of view. The background consists of blurred green foliage, suggesting a garden or park setting. The camera remains steady throughout, maintaining focus on their upper bodies and facial expressions."
+        ],
+        "level_2": [
+          "The video opens with a close-up shot of a man and a woman standing outdoors. The man, positioned on the left, has short dark hair and wears round patterned glasses with black and white frames, a black turtleneck shirt, and a light grey blazer. The woman, on the right, has long dark hair with a small braid at the front and is dressed in a white collared shirt under a light grey blazer. Both are looking off to the right, appearing to be focused on something outside the frame. The background is softly blurred, showing green foliage, likely from trees or bushes. As the scene progresses, the woman begins to smile subtly while continuing to look in the same direction, and the man maintains his attentive gaze.",
+          "Continuing from the previous scene, the man and woman remain in the same position, still looking off to the right. The man's expression shifts slightly as he appears to speak or react verbally, his mouth moving while his eyes stay fixed on the object of their attention. The woman’s smile becomes more pronounced, her head tilting slightly as if amused or intrigued by what they are observing. The background remains consistent, with the blurred greenery providing a natural backdrop.",
+          "In the final part of the video, the interaction between the man and woman continues. The man’s expression softens into a slight smile, indicating a shift from surprise to amusement. The woman, now fully smiling, turns her head slightly toward the camera while still glancing back at the object of their attention. Her demeanor suggests she is enjoying the moment. The camera remains steady, keeping both individuals in focus against the backdrop of green foliage."
+        ],
+        "level_3": [
+          "The video begins with a close-up of a man and a woman standing outdoors. The man, on the left, has short dark hair, wears round patterned glasses (black and white frames), a black turtleneck shirt, and a light grey blazer. The woman, on the right, has long dark hair with a small braid at the front and is wearing a white collared shirt under a light grey blazer. Both are looking off to the right, seemingly focused on something out of frame. The background is blurred green foliage, suggesting a garden or park setting. The camera is steady, capturing their upper bodies and facial expressions.",
+          "As the scene progresses, the man and woman maintain their positions and gazes. The man’s expression changes subtly as he appears to begin speaking or reacting verbally, his mouth moving while his eyes remain fixed on the object of their attention. The woman starts to smile faintly, her head tilting slightly as if she finds the situation amusing or intriguing. The background remains unchanged, with the blurred greenery providing a consistent natural backdrop.",
+          "The interaction continues with the man and woman still looking off to the right. The man’s expression softens further, transitioning into a slight smile as he seems to share in the woman’s amusement. The woman’s smile widens, and she turns her head slightly toward the camera while still glancing back at the object of their attention. Her body language suggests she is enjoying the moment. The camera remains steady, keeping both individuals in focus against the backdrop of green foliage.",
+          "In the next segment, the man and woman continue their interaction. The man’s smile becomes more pronounced, indicating a shared sense of humor or enjoyment. The woman, now fully smiling, turns her head slightly more toward the camera, her eyes sparkling with amusement. She glances back at the object of their attention one last time before fully engaging with the viewer. The background remains consistent, with the blurred greenery providing a natural and serene setting.",
+          "Finally, the man and woman conclude their interaction. The man’s smile softens into a contented expression, and he looks directly at the camera for a brief moment before returning his gaze to the object of their attention. The woman, still smiling broadly, turns her head fully toward the camera, her eyes meeting the viewer’s. Her demeanor suggests she is happy and satisfied with the moment. The camera remains steady, capturing their expressions against the backdrop of blurred green foliage."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the video maintain his round patterned glasses throughout the entire clip?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the woman's hair consistently styled with a side part throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Do both individuals maintain the same clothing and appearance from start to finish without any noticeable changes?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the man maintain his short dark hair and round patterned glasses throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:30.737062"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Do both individuals continue wearing the same blazers throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:30.737111"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the man’s round patterned glasses remain unchanged in appearance throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:30.737126"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_909850a1b95ce39b4d7b9a0fde693d5aa4c72ea05412eaef5ad854bdcaaa06d5"
+  },
+  {
+    "task_id": "mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d",
+    "instance_id": "mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d.mp4",
+      "total_frames": 438,
+      "fps": 23.98,
+      "duration_sec": 18.27,
+      "reference_image_path": "inference_img/mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens with a woman in a striking red sleeveless dress and short black hair, adorned with a silver bracelet on her left wrist and carrying a beige handbag. She gracefully descends a grand staircase with golden railings, surrounded by elegantly dressed individuals in formal attire, including military uniforms. As she reaches the bottom of the stairs, she turns to face forward, engaging in conversation with a man in a white military uniform and another in a black tuxedo. The background features a framed poster of 'Frederic Zoller' and vibrant red floral arrangements, contributing to the opulent atmosphere of the event."
+        ],
+        "level_2": [
+          "The video begins with the woman in the red dress descending a luxurious staircase, her short black hair styled elegantly and her silver bracelet catching the light as she moves. She is accompanied by others in formal wear, including men in military uniforms and women in glamorous dresses. As she reaches the landing, she turns to face forward, joining a group of well-dressed individuals engaged in conversation. The setting is richly decorated with a framed poster of 'Frederic Zoller' and red flowers, enhancing the sophisticated ambiance.",
+          "Continuing from the previous scene, the woman in the red dress stands among a group of formally dressed people, including a man in a white military uniform and another in a black tuxedo. They are holding glasses of champagne, suggesting a celebratory occasion. The background remains consistent with the framed poster and floral decorations, maintaining the elegant setting. The woman interacts with the man in the tuxedo, her posture and expression indicating an engaging conversation.",
+          "Finally, the woman in the red dress continues her interaction with the man in the black tuxedo, their conversation lively and animated. The camera focuses on their exchange, capturing the details of their attire and the surrounding environment. The background elements, including the 'Frederic Zoller' poster and red flowers, remain prominent, reinforcing the opulent setting. The woman's short black hair and silver bracelet are consistently visible, ensuring identity persistence throughout the scene."
+        ],
+        "level_3": [
+          "The video opens with the woman in the red sleeveless dress and short black hair, her silver bracelet glinting as she gracefully descends the grand staircase with golden railings. She carries a beige handbag and is surrounded by elegantly dressed individuals, including men in military uniforms and women in glamorous attire. The background features a framed poster of 'Frederic Zoller' and vibrant red floral arrangements, setting the stage for an opulent event.",
+          "As the woman reaches the bottom of the stairs, she turns to face forward, joining a group of formally dressed people. The camera follows her movement, capturing the details of her red dress and the interactions around her. The setting remains richly decorated with the 'Frederic Zoller' poster and red flowers, enhancing the sophisticated atmosphere. She engages in conversation with a man in a white military uniform and another in a black tuxedo, both holding glasses of champagne.",
+          "The woman in the red dress continues her conversation with the man in the black tuxedo, their interaction lively and animated. The camera focuses on their exchange, highlighting the details of their attire and the surrounding environment. The background elements, including the 'Frederic Zoller' poster and red flowers, remain prominent, reinforcing the opulent setting. Her short black hair and silver bracelet are consistently visible, ensuring identity persistence.",
+          "The scene transitions smoothly as the woman in the red dress turns slightly, her posture and expression indicating an engaging conversation with the man in the tuxedo. The camera captures the details of their interaction, with the background elements remaining consistent. The 'Frederic Zoller' poster and red flowers continue to enhance the sophisticated ambiance, while the woman's red dress and silver bracelet are clearly visible.",
+          "Finally, the woman in the red dress maintains her position in the group, continuing her conversation with the man in the black tuxedo. The camera focuses on their interaction, capturing the details of their attire and the surrounding environment. The background elements, including the 'Frederic Zoller' poster and red flowers, remain prominent, reinforcing the opulent setting. Her short black hair and silver bracelet are consistently visible, ensuring identity persistence throughout the scene."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When the woman in the red dress turns back to face the camera after walking away, does she still have short black hair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the woman's dress style change from sleeveless to long-sleeved during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the woman’s appearance remain consistent across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:57.507570"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which attribute of the woman is consistently mentioned across all segments?",
+          "options": [
+            "A. Long brown hair",
+            "B. Silver bracelet",
+            "C. Blue dress",
+            "D. Red heels"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:57.507603"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the woman’s red sleeveless dress described in every segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:57.507616"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Is the silver bracelet on the woman’s left wrist mentioned in every segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:57.507631"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which accessory is consistently visible on the woman’s left wrist?",
+          "options": [
+            "A. Gold watch",
+            "B. Silver bracelet",
+            "C. Bracelet with gemstones",
+            "D. Leather band"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:57.507638"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Do the red floral arrangements appear in all five segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:57.507645"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "Which background element is consistently present throughout the video?",
+          "options": [
+            "A. Portrait of a king",
+            "B. 'Frederic Zoller' poster",
+            "C. Blue wall",
+            "D. Green plants"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:57.507651"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the camera follow the woman down the staircase?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:57.507657"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "What action does the camera perform as the woman reaches the bottom of the stairs?",
+          "options": [
+            "A. Zooms in",
+            "B. Pans left",
+            "C. Follows her movement",
+            "D. Stays static"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:57.507663"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d"
+  },
+  {
+    "task_id": "mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c",
+    "instance_id": "mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c.mp4",
+      "total_frames": 530,
+      "fps": 29.97,
+      "duration_sec": 17.68,
+      "reference_image_path": "inference_img/mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video begins with a close-up shot of a man with dark, slightly messy hair, wearing a yellow short-sleeved shirt and a brown sleeveless vest. He is holding a white flip phone to his right ear with his left hand, which also features a silver bracelet. The man appears to be engaged in a conversation, occasionally adjusting his hair with his right hand while listening intently. The background consists of lush green foliage, softly blurred, suggesting an outdoor setting in natural daylight. The camera remains steady, focusing on the man's face and upper body throughout the sequence."
+        ],
+        "level_2": [
+          "The video opens with a close-up of the man as he holds a white flip phone to his ear, his left hand adorned with a silver bracelet. His dark, slightly messy hair frames his face, and he wears a yellow shirt under a brown sleeveless vest. Initially, he adjusts his hair with his right hand while listening to the call. The background is a soft blur of green foliage, indicating an outdoor environment bathed in natural light. As the scene progresses, the man continues his conversation, his expression shifting subtly as he listens and responds.",
+          "In the middle of the video, the focus remains on the man as he continues his phone conversation. His posture and position stay consistent, with the white flip phone still held to his ear. His facial expressions convey attentiveness and engagement, with slight movements of his head as he speaks or reacts. The background of green foliage remains unchanged, maintaining the serene outdoor atmosphere. The lighting continues to highlight his features, emphasizing the details of his clothing and accessories.",
+          "The final part of the video shows the man still deeply involved in his phone call. His dark hair and casual attire remain prominent, with the silver bracelet on his left wrist catching the light. The white flip phone is consistently positioned against his ear, and his subtle gestures suggest an ongoing dialogue. The background of blurred greenery persists, providing a tranquil backdrop. The camera maintains its steady focus on the man, capturing the continuity of his actions and the consistency of the scene."
+        ],
+        "level_3": [
+          "The video starts with a close-up of the man, highlighting his dark, slightly messy hair and his attire: a yellow short-sleeved shirt layered under a brown sleeveless vest. He holds a white flip phone to his right ear, his left hand featuring a silver bracelet. Initially, he adjusts his hair with his right hand while listening to the call, his expression focused and attentive. The background is a soft blur of green foliage, suggesting an outdoor setting in natural daylight.",
+          "As the video progresses, the man continues his phone conversation, his posture and position remaining consistent. His facial expressions subtly shift, reflecting his engagement in the dialogue. The white flip phone stays firmly against his ear, and his left hand occasionally moves, possibly gesturing as he speaks. The background of green foliage remains unchanged, maintaining the serene outdoor ambiance.",
+          "In the next segment, the man's attention remains fixed on the conversation. His dark hair and casual clothing are still prominent, with the silver bracelet on his left wrist visible. The white flip phone is consistently held to his ear, and his slight head movements indicate active participation in the call. The background of blurred greenery continues to provide a tranquil setting, with no significant changes in the environment.",
+          "The video continues with the man still engaged in his phone call. His facial expressions and body language suggest a dynamic conversation, with occasional adjustments to his hair and phone placement. The background remains a consistent blur of green foliage, reinforcing the outdoor setting. The lighting highlights his features and attire, ensuring visual continuity.",
+          "Finally, the man concludes his phone conversation, his expression reflecting the end of the dialogue. The white flip phone is still held to his ear, and his left hand, with the silver bracelet, remains visible. The background of green foliage persists, maintaining the serene outdoor atmosphere. The camera remains steady, capturing the man's final moments in the scene, ensuring identity and spatial consistency throughout the video."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hairstyle appear consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the silver bracelet on the man's left wrist visible in every frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "What type of phone is the man holding to his ear?",
+          "options": [
+            "A. Smartphone",
+            "B. Feature phone",
+            "C. Flip phone",
+            "D. Walkie-talkie"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the man's facial expression change from serious to smiling during the conversation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial identity remain consistent across all five segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:39.688774"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the man’s identity consistency across the video?",
+          "options": [
+            "A. His identity changes subtly between segments",
+            "B. His identity remains stable throughout",
+            "C. He is replaced by another person in later segments",
+            "D. His facial features are inconsistently described"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:39.688807"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Is the man's yellow shirt visible in every segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:39.688820"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What happens to the man’s brown sleeveless vest during the video?",
+          "options": [
+            "A. It disappears in segment 4",
+            "B. It remains worn throughout",
+            "C. It changes color",
+            "D. It is removed in segment 5"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:39.688827"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the silver bracelet remain visible on the man’s left hand throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:39.688835"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c"
+  },
+  {
+    "task_id": "mem_openhumanvid_c83b792f5f5f7e9b9a72bc873c8fcd7b6bf3351797df0784323181678f56c8ca",
+    "instance_id": "mem_openhumanvid_c83b792f5f5f7e9b9a72bc873c8fcd7b6bf3351797df0784323181678f56c8ca",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_c83b792f5f5f7e9b9a72bc873c8fcd7b6bf3351797df0784323181678f56c8ca.mp4",
+      "total_frames": 500,
+      "fps": 25.0,
+      "duration_sec": 20.0,
+      "reference_image_path": "inference_img/mem_openhumanvid_c83b792f5f5f7e9b9a72bc873c8fcd7b6bf3351797df0784323181678f56c8ca_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A close-up shot of a woman with short black hair, wearing a black top and dangling earrings, as she holds a white flip phone to her ear. Her expression is serious and contemplative, suggesting she is engaged in an important conversation. The background is softly blurred, featuring warm, muted tones of beige and brown, possibly indicating a cozy indoor setting like a living room or office. The lighting is soft and natural, highlighting her features and the details of her attire."
+        ],
+        "level_2": [
+          "The scene opens with a close-up of the woman, focusing on her face as she listens intently to the phone call. Her eyes are slightly narrowed, and her lips are parted as if she is about to speak or reacting to what she hears. The white flip phone is held firmly against her ear, its screen glowing faintly blue. The background remains out of focus, with hints of furniture and warm lighting creating a calm yet tense atmosphere.",
+          "As the conversation continues, the woman's expression shifts subtly. She blinks slowly, her gaze occasionally shifting downward, indicating deep thought or concern. The camera remains steady, maintaining the tight framing on her face, emphasizing her emotional state. The soft lighting continues to cast gentle shadows across her features, enhancing the intimate and focused nature of the scene.",
+          "In the final part of this segment, the woman lowers the phone slightly, her eyes closing for a moment as if processing the information she has just received. Her demeanor suggests a mix of relief and contemplation. The background remains consistent, with the blurred furniture and warm tones providing a stable backdrop to her evolving emotional response."
+        ],
+        "level_3": [
+          "The video begins with a close-up of the woman, her short black hair neatly styled, and her black top complemented by elegant dangling earrings. She holds a white flip phone to her ear, her expression serious and focused. The background is softly blurred, with warm, neutral tones suggesting a comfortable indoor environment. The lighting is soft, highlighting her features and the details of her attire.",
+          "As the phone call progresses, the woman's expression becomes more animated. Her eyes narrow slightly, and her lips move subtly, indicating she is actively listening and responding. The white flip phone remains pressed against her ear, its screen glowing faintly blue. The camera stays fixed on her face, capturing every nuance of her reaction. The background remains out of focus, maintaining the intimate feel of the scene.",
+          "The woman's demeanor shifts as she continues the conversation. Her eyes briefly close, and her head tilts slightly downward, suggesting a moment of reflection or concern. The phone is still held close to her ear, but her grip appears slightly relaxed. The soft lighting continues to illuminate her face, casting gentle shadows that enhance the emotional depth of the scene. The blurred background remains consistent, providing a stable setting.",
+          "In the next phase, the woman's expression softens. Her eyes open wider, and a slight smile plays on her lips, indicating a positive turn in the conversation. The white flip phone is still held to her ear, but her posture relaxes further. The camera maintains its close-up focus, capturing the subtle changes in her expression. The warm, blurred background continues to provide a cozy ambiance.",
+          "The video concludes with the woman lowering the phone slightly, her eyes closing for a moment as if taking a deep breath. Her expression is one of calm reflection, suggesting the conversation has reached a resolution. The white flip phone is no longer the central focus, and her relaxed posture indicates a sense of closure. The soft lighting and blurred background remain consistent, wrapping up the scene with a sense of tranquility."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hairstyle remain consistent?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Are the earrings visible and consistent in appearance throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the woman continue to wear the same black top?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the white flip phone consistently held to the woman's ear?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's facial expression change significantly during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "openhumanvid_full_regen",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_c83b792f5f5f7e9b9a72bc873c8fcd7b6bf3351797df0784323181678f56c8ca"
+  },
+  {
+    "task_id": "mem_openhumanvid_3417154e322ba78411000363b05ee7409b73a31e7af65e5968a1908e1e84537a",
+    "instance_id": "mem_openhumanvid_3417154e322ba78411000363b05ee7409b73a31e7af65e5968a1908e1e84537a",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_3417154e322ba78411000363b05ee7409b73a31e7af65e5968a1908e1e84537a.mp4",
+      "total_frames": 393,
+      "fps": 25.0,
+      "duration_sec": 15.72,
+      "reference_image_path": "inference_img/mem_openhumanvid_3417154e322ba78411000363b05ee7409b73a31e7af65e5968a1908e1e84537a_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens with a close-up of two women in an indoor setting, likely an office or studio. The primary subject is a woman with long, dark brown/black wavy hair, wearing a white ribbed turtleneck sweater, silver drop earrings, and a nose ring on her left nostril. She has neutral makeup with pink lipstick. Initially, she faces away from the camera, then turns to face another woman who is partially visible, wearing a black jacket with a red collar. The second woman has her dark hair styled in a bun. As the scene progresses, the first woman speaks while turning her head slightly, and the camera follows her movements. The background features modern decor, including a framed abstract painting, patterned wallpaper, and circular ceiling lights. The two women appear to be engaged in a serious conversation, with the camera capturing their expressions and body language."
+        ],
+        "level_2": [
+          "The video begins with a close-up shot of a woman with long, dark brown/black wavy hair, wearing a white ribbed turtleneck sweater, silver drop earrings, and a nose ring on her left nostril. She is facing away from the camera initially, revealing her profile as she turns to engage with another woman who is partially visible, wearing a black jacket with a red collar. The second woman has her hair styled in a neat bun. The setting appears to be a modern indoor space, possibly an office or studio, with patterned wallpaper, a framed abstract painting, and circular ceiling lights in the background. The first woman begins to speak, her facial expressions shifting as she talks, while the camera follows her movements, maintaining focus on her face and upper body.",
+          "Continuing from the previous scene, the camera captures the ongoing interaction between the two women. The woman in the white turtleneck sweater remains the focal point, her long, wavy hair cascading over her shoulders. She continues to speak, her mouth moving as she articulates her words, and her eyes occasionally glancing at the other woman. The second woman, still partially visible, listens intently, her head slightly tilted. The background remains consistent, with the framed abstract painting and patterned wallpaper providing a stable visual context. The camera angle shifts slightly, offering a more frontal view of the first woman as she maintains her position in the frame.",
+          "In the final segment, the camera pulls back to reveal more of the room, showing both women standing side by side. The woman in the white turtleneck sweater has her arms crossed, her expression serious as she continues to speak. The second woman, now fully visible, stands beside her, listening attentively. The background includes a large framed abstract painting on the wall, patterned wallpaper, and a circular ceiling light fixture. The camera remains steady, capturing the full-body posture of both women as they engage in their conversation, emphasizing the spatial relationship between them and the surrounding environment."
+        ],
+        "level_3": [
+          "The video opens with a close-up shot of a woman with long, dark brown/black wavy hair, wearing a white ribbed turtleneck sweater, silver drop earrings, and a nose ring on her left nostril. She is facing away from the camera, revealing her profile as she turns to engage with another woman who is partially visible, wearing a black jacket with a red collar. The second woman has her hair styled in a neat bun. The setting appears to be a modern indoor space, possibly an office or studio, with patterned wallpaper, a framed abstract painting, and circular ceiling lights in the background.",
+          "As the scene progresses, the camera focuses on the woman in the white turtleneck sweater as she begins to speak. Her facial expressions shift subtly, indicating she is engaged in a conversation. The second woman listens intently, her head slightly tilted. The camera angle shifts slightly, offering a more frontal view of the first woman as she maintains her position in the frame, with the background elements remaining consistent.",
+          "The camera continues to follow the woman in the white turtleneck sweater as she speaks, capturing her upper body and face in detail. Her long, wavy hair frames her face, and her neutral makeup with pink lipstick is clearly visible. The second woman remains partially visible, her attention focused on the speaker. The background includes the framed abstract painting and patterned wallpaper, providing a stable visual context for the interaction.",
+          "The camera pulls back to reveal more of the room, showing both women standing side by side. The woman in the white turtleneck sweater has her arms crossed, her expression serious as she continues to speak. The second woman, now fully visible, stands beside her, listening attentively. The background includes a large framed abstract painting on the wall, patterned wallpaper, and a circular ceiling light fixture.",
+          "In the final moments, the camera remains steady, capturing the full-body posture of both women as they engage in their conversation. The woman in the white turtleneck sweater maintains her crossed-arm stance, her expression unwavering, while the second woman stands beside her, her body language suggesting she is listening carefully. The background elements, including the framed abstract painting and patterned wallpaper, remain consistent, providing a cohesive visual narrative throughout the video."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's nose ring remain visible when she turns her head to the side?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the sweater worn by the woman with long hair?",
+          "options": [
+            "A. Black",
+            "B. White",
+            "C. Gray",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "What is the style of the woman's hair in the video?",
+          "options": [
+            "A. Straight and loose",
+            "B. Wavy and pulled back",
+            "C. Long and wavy",
+            "D. Braided"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the woman in the white turtleneck sweater maintain the same hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:03.724481"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman continue to wear the same white turtleneck sweater in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:03.724533"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "What happens to the woman's sweater when the camera pulls back in Segment 4?",
+          "options": [
+            "A. It changes to a different color",
+            "B. It becomes visible in full length",
+            "C. It disappears",
+            "D. It appears wrinkled in a new way"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:03.724541"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "How is the second woman distinguished from the first?",
+          "options": [
+            "A. By her red collar and bun hairstyle",
+            "B. By her pink lipstick",
+            "C. By her white turtleneck",
+            "D. By her long wavy hair"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:03.724556"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera zoom out in the final segment to show both women?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:03.724564"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What change occurs in the camera perspective between Segment 3 and Segment 4?",
+          "options": [
+            "A. The camera moves closer to the subjects",
+            "B. The camera zooms out to show full bodies",
+            "C. The camera rotates 360 degrees",
+            "D. The camera focuses only on the background"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:03.724570"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Do the background elements remain consistent when the camera pulls back?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:03.724580"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which background element is visible in all segments?",
+          "options": [
+            "A. A green plant",
+            "B. A framed abstract painting",
+            "C. A window",
+            "D. A bookshelf"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:03.724586"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_3417154e322ba78411000363b05ee7409b73a31e7af65e5968a1908e1e84537a"
+  },
+  {
+    "task_id": "mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212",
+    "instance_id": "mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212.mp4",
+      "total_frames": 416,
+      "fps": 25.0,
+      "duration_sec": 16.64,
+      "reference_image_path": "inference_img/mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In a rustic, dimly lit room with cracked mud walls, a man lies on a bed, wearing a white shirt with red and blue patterns. He appears to be in distress or deep thought. A woman in a patterned gray dress stands beside him, her expression one of concern. Another man, dressed in a green jacket over a white shirt, holds a red cloth or object, presenting it to the man on the bed. The camera remains steady, focusing on the interaction between the three individuals, capturing their subtle movements and expressions as the man on the bed reacts to the object being shown to him."
+        ],
+        "level_2": [
+          "The scene opens with the man lying on the bed, his face showing signs of discomfort or contemplation. The woman stands close to him, her gaze fixed on his face, reflecting worry. The man in the green jacket holds a red cloth, carefully unfolding it while looking at the man on the bed. The background features a woven basket hanging on the wall, adding to the rustic ambiance. The camera maintains a medium shot, keeping all three characters in frame as they engage in this quiet, tense moment.",
+          "As the sequence progresses, the man on the bed begins to speak, his mouth moving and his eyes shifting slightly, indicating he is responding to the situation. The woman leans forward slightly, her concern intensifying as she listens. The man in the green jacket continues to hold the red cloth, now more prominently displaying it towards the man on the bed. The lighting remains consistent, highlighting the textures of their clothing and the roughness of the room's walls.",
+          "In the final part of this segment, the man on the bed becomes more animated, gesturing with his hand as he speaks, possibly explaining something or expressing urgency. The woman's expression softens slightly, suggesting she is beginning to understand or empathize with his words. The man in the green jacket adjusts the red cloth, preparing to show it more clearly. The camera angle shifts slightly, providing a closer view of their faces and the red cloth, emphasizing the importance of the object in their interaction."
+        ],
+        "level_3": [
+          "The video begins with the man lying on the bed, his white shirt with red and blue patterns visible against the backdrop of the rustic room. His facial features, including his hairline and eyes, are clear, and his body position remains unchanged as he lies down. The woman in the patterned gray dress stands beside him, her expression conveying concern. The man in the green jacket holds a red cloth, presenting it to the man on the bed. The camera is steady, capturing the initial setup of the scene with all three characters in focus.",
+          "As the scene develops, the man on the bed starts to show signs of distress, his mouth moving as if he is speaking or groaning. The woman leans closer, her concern evident in her posture and facial expression. The man in the green jacket continues to hold the red cloth, now slightly adjusting its position to better display it to the man on the bed. The woven basket on the wall behind them adds to the setting's authenticity, and the lighting remains consistent, highlighting the details of their clothing and the room's texture.",
+          "The interaction intensifies as the man on the bed becomes more vocal, gesturing with his hand while speaking. The woman's expression changes subtly, showing a mix of concern and understanding. The man in the green jacket holds the red cloth more prominently, ensuring it is clearly visible to the man on the bed. The camera angle shifts slightly, providing a closer view of their faces and the red cloth, emphasizing the significance of the object in their conversation.",
+          "In the next phase, the man on the bed continues to speak, his gestures becoming more pronounced as he emphasizes his points. The woman's concern deepens, her eyes focused on the man's face, and she leans in slightly, indicating her engagement in the conversation. The man in the green jacket adjusts the red cloth again, holding it up higher for the man on the bed to see. The background remains the same, with the woven basket and the textured walls providing a consistent setting.",
+          "The final part of the sequence shows the man on the bed becoming increasingly animated, his facial expressions and hand gestures conveying urgency or importance. The woman's expression softens, suggesting she is beginning to grasp the situation. The man in the green jacket holds the red cloth steadily, ensuring it remains the focal point of the interaction. The camera maintains a close-up shot, capturing the detailed expressions and the red cloth, highlighting the emotional and narrative weight of the moment."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man lying on the bed maintain consistent facial features?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the man's body position consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the man's clothing remain unchanged?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "openhumanvid_full_regen",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212"
+  },
+  {
+    "task_id": "mem_openhumanvid_989d76420e9f2b2445c65bc49854a7061552e401437784233ed7d8d19bb3d0b8",
+    "instance_id": "mem_openhumanvid_989d76420e9f2b2445c65bc49854a7061552e401437784233ed7d8d19bb3d0b8",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_989d76420e9f2b2445c65bc49854a7061552e401437784233ed7d8d19bb3d0b8.mp4",
+      "total_frames": 393,
+      "fps": 23.98,
+      "duration_sec": 16.39,
+      "reference_image_path": "inference_img/mem_openhumanvid_989d76420e9f2b2445c65bc49854a7061552e401437784233ed7d8d19bb3d0b8_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "An older man wearing a light-colored cowboy hat and a greenish-brown jacket stands in a vast outdoor landscape. The camera focuses on the side profile of his face, highlighting his weathered skin, wrinkles, and defined facial features. The background consists of distant mountains under a soft, diffused sky, with subtle variations in lighting suggesting either sunrise or sunset. As the video progresses, the man slowly turns his head slightly, revealing more of his profile before eventually turning away from the camera, showing the back of his hat and shoulders. The scene maintains a calm, contemplative mood throughout."
+        ],
+        "level_2": [
+          "The video opens with a close-up side profile of an older man wearing a light-colored cowboy hat and a greenish-brown jacket. His face is illuminated by warm, natural light, emphasizing his textured skin and deep-set wrinkles. The background features a serene mountain range under a soft, cloudy sky. The man remains mostly still, with only slight movements of his head as he gazes into the distance. The lighting subtly shifts, indicating the passage of time, possibly during sunrise or sunset.",
+          "As the video continues, the man's head turns slightly more to the right, offering a fuller view of his profile. The lighting remains consistent, casting gentle shadows that accentuate the contours of his face. The distant mountains in the background remain a constant, tranquil element. The man's expression is pensive, and his posture suggests a moment of quiet reflection.",
+          "In the final third of the video, the man turns his head further away from the camera, now showing the back of his cowboy hat and shoulders. The camera angle adjusts slightly to follow his movement, maintaining focus on him while the background remains softly blurred. The overall atmosphere remains peaceful, with the man appearing to be lost in thought as he gazes out at the expansive landscape."
+        ],
+        "level_3": [
+          "The video begins with a close-up shot of an older man in profile, wearing a light-colored cowboy hat and a greenish-brown jacket. His face is detailed, with visible wrinkles and a rugged texture, suggesting a life spent outdoors. The background features a soft, hazy sky with distant mountains, creating a sense of depth and tranquility. The lighting is warm and natural, likely from the early morning or late afternoon sun, casting gentle highlights on his face and hat.",
+          "As the scene progresses, the man's head moves slightly, turning a bit more towards the right. This subtle motion reveals more of his facial features, including his strong jawline and the lines etched into his skin. The lighting remains consistent, with the sun continuing to illuminate his face from the same angle. The mountains in the background remain a static, majestic presence, adding to the serene atmosphere.",
+          "The man continues to turn his head, now facing almost directly away from the camera. The focus shifts to the back of his cowboy hat and the nape of his neck, which is also textured and weathered. The lighting begins to soften slightly, suggesting the sun is moving lower in the sky. The distant mountains are still visible but appear slightly darker, indicating the changing light conditions.",
+          "The camera follows the man as he completes his turn, now fully facing away from the viewer. The shot captures the back of his hat and shoulders, with the greenish-brown jacket blending into the natural surroundings. The lighting has dimmed further, casting longer shadows and giving the scene a more subdued tone. The mountains in the background are now more silhouetted against the sky, enhancing the sense of depth and vastness.",
+          "In the final moments, the man stands still, gazing out at the expansive landscape. The camera holds steady, focusing on the back of his hat and the quiet, reflective mood of the scene. The lighting is now quite soft, with the sky taking on a deeper blue hue, suggesting the approach of evening. The overall atmosphere is one of peaceful contemplation, with the man seemingly absorbed in the beauty of the natural world around him."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man maintain the same identity across different frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Are there any noticeable changes in the man's age or physical appearance between frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's skin texture consistent across all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the man's hairline remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are there any inconsistencies in the man's facial features that suggest a change in identity?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "openhumanvid_full_regen",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_989d76420e9f2b2445c65bc49854a7061552e401437784233ed7d8d19bb3d0b8"
+  },
+  {
+    "task_id": "mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e",
+    "instance_id": "mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e.mp4",
+      "total_frames": 369,
+      "fps": 24.0,
+      "duration_sec": 15.38,
+      "reference_image_path": "inference_img/mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens with a view through an ornate white metal gate, partially obscuring a warmly lit interior. A man with short dark hair and a gray beard, wearing a dark jacket over a collared shirt with white trim on the collar, enters from behind the gate. He is followed by a woman with short dark hair, dressed in a light pink ribbed sweater. The two walk side by side, moving forward through the space, with the man gesturing as if explaining something. The background features a wooden door with glass panes and decorative wall patterns, while the camera follows their movement, maintaining focus on their interaction."
+        ],
+        "level_2": [
+          "The video begins with a man partially visible behind an ornate white metal gate, which frames the scene. He has short dark hair, a gray beard, and is wearing a dark jacket over a collared shirt with white trim. As he steps forward, his face becomes fully visible, and he appears to be speaking or gesturing. Shortly after, a woman with short dark hair, wearing a light pink ribbed sweater, enters from behind him. She walks alongside him, and they both move forward together through the space. The background includes a wooden door with glass panes and decorative wall patterns, while the camera follows their movement.",
+          "Continuing from the previous scene, the man and woman are now walking side by side, moving deeper into the room. The man continues to gesture with his hands, seemingly engaged in conversation, while the woman listens attentively, occasionally glancing at him. The ornate white metal gate remains in the foreground, framing their movement. The background reveals more of the interior, including a glimpse of a railing and additional decorative elements on the walls. The camera maintains a steady follow shot, keeping both individuals in focus.",
+          "Finally, the man and woman continue their walk through the elegantly decorated room. The man, still wearing his dark jacket and collared shirt, turns slightly towards the woman as they converse. The woman, in her light pink sweater, smiles and responds to him. The ornate white metal gate is still visible in the foreground, but the background now shows more of the room's details, including a brick-patterned section of the wall and a black railing. The camera follows them closely, capturing their interaction and the warm, inviting atmosphere of the space."
+        ],
+        "level_3": [
+          "The video opens with a view through an ornate white metal gate, which frames the entrance to a warmly lit interior. A man with short dark hair and a gray beard, wearing a dark jacket over a collared shirt with white trim, steps forward from behind the gate. His face becomes fully visible as he begins to speak, gesturing with his hands. The background features a wooden door with glass panes and decorative wall patterns, adding to the elegant ambiance of the setting.",
+          "As the man continues to speak, a woman with short dark hair, dressed in a light pink ribbed sweater, enters from behind him. She walks alongside him, her attention focused on him as he gestures and explains something. The ornate white metal gate remains in the foreground, framing their movement as they proceed deeper into the room. The background reveals more of the interior, including a glimpse of a railing and additional decorative elements on the walls.",
+          "The man and woman continue their walk through the elegantly decorated room, moving closer to the camera. The man, still wearing his dark jacket and collared shirt, turns slightly towards the woman as they converse. The woman, in her light pink sweater, smiles and responds to him, her expression indicating engagement in the conversation. The ornate white metal gate is still visible in the foreground, but the background now shows more of the room's details, including a brick-patterned section of the wall and a black railing.",
+          "The couple moves further into the room, their interaction becoming more animated. The man gestures with his hands as he speaks, emphasizing his points, while the woman listens attentively, nodding and smiling. The ornate white metal gate remains in the foreground, but the background reveals more of the room's intricate details, including a black railing and additional decorative elements on the walls. The camera follows them closely, capturing their dynamic interaction.",
+          "In the final moments of the video, the man and woman continue their walk through the elegantly decorated room. The man, still wearing his dark jacket and collared shirt, turns slightly towards the woman as they converse. The woman, in her light pink sweater, smiles and responds to him, her expression indicating engagement in the conversation. The ornate white metal gate is still visible in the foreground, but the background now shows more of the room's details, including a brick-patterned section of the wall and a black railing. The camera maintains a steady follow shot, keeping both individuals in focus as they move through the space."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "multiple_choice",
+          "question": "What color is the man's outer jacket?",
+          "options": [
+            "A. Blue",
+            "B. Black",
+            "C. Dark Gray",
+            "D. Brown"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the woman's hairstyle (short dark hair) consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "What type of garment is the woman wearing?",
+          "options": [
+            "A. Hoodie",
+            "B. Sweater",
+            "C. Blouse",
+            "D. Jacket"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the man's facial appearance change significantly between Segment 1 and Segment 5?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:21.673094"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are new background elements introduced as the characters move forward?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:21.673169"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "Which background feature is first mentioned in Segment 2 and becomes more prominent in later segments?",
+          "options": [
+            "A. A red carpet",
+            "B. A black railing",
+            "C. A chandelier",
+            "D. A painting"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:21.673175"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e"
+  },
+  {
+    "task_id": "mem_openhumanvid_793e3f6a347e2672d701b7ba42d6ee1450191f0fb174156790ee3dd2bdca130d",
+    "instance_id": "mem_openhumanvid_793e3f6a347e2672d701b7ba42d6ee1450191f0fb174156790ee3dd2bdca130d",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_793e3f6a347e2672d701b7ba42d6ee1450191f0fb174156790ee3dd2bdca130d.mp4",
+      "total_frames": 383,
+      "fps": 23.98,
+      "duration_sec": 15.97,
+      "reference_image_path": "inference_img/mem_openhumanvid_793e3f6a347e2672d701b7ba42d6ee1450191f0fb174156790ee3dd2bdca130d_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In a dimly lit room with brick walls and a barred gate in the background, a man dressed in a light pink traditional Chinese outfit with white cuffs and a wide-brimmed hat sits on a wooden chair. He is engaged in a conversation with two other individuals: a woman in an ornate light pink qipao adorned with gold embroidery and jewelry, and another person wearing a brown robe who appears distressed, leaning forward with their head down. The man gestures with his hands while speaking, and the woman occasionally places a comforting hand on his shoulder. The scene maintains a somber and intimate atmosphere throughout."
+        ],
+        "level_2": [
+          "The video opens with a man in a light pink traditional Chinese outfit and a white hat seated on a wooden chair, facing a distressed individual in a brown robe. To his left, a woman in an intricately embroidered light pink qipao, adorned with jewelry, sits quietly. The man begins to speak, gesturing with his hands as he interacts with the distressed person. The woman then reaches out to place a comforting hand on the man's shoulder, showing concern. The background remains consistent with brick walls and a barred gate, emphasizing the confined setting.",
+          "Continuing from the previous scene, the man in the pink outfit continues to engage with the distressed individual, now placing his hands on their shoulders in a gesture of reassurance. The woman in the qipao observes the interaction closely, her expression reflecting empathy. The man adjusts his posture slightly, maintaining eye contact with the distressed person, while the woman remains seated, her hand still resting on the man's shoulder. The barred gate and brick walls remain prominent in the background, reinforcing the setting.",
+          "In the final part of the sequence, the man in the pink outfit continues to comfort the distressed individual, who remains hunched over. The man leans forward, offering further support, while the woman in the qipao watches attentively. The interaction between the three individuals remains the focal point, with the man's gestures and the woman's supportive presence creating a sense of care and concern. The background elements, including the brick walls and barred gate, remain unchanged, maintaining the spatial consistency of the scene."
+        ],
+        "level_3": [
+          "The video begins with a man in a light pink traditional Chinese outfit and a white hat seated on a wooden chair, facing a distressed individual in a brown robe. To his left, a woman in an ornate light pink qipao adorned with gold embroidery and jewelry sits quietly. The man starts to speak, gesturing with his hands as he interacts with the distressed person. The camera focuses on the trio, capturing the subtle movements and expressions that convey the gravity of the situation.",
+          "As the scene progresses, the man in the pink outfit continues to engage with the distressed individual, now placing his hands on their shoulders in a gesture of reassurance. The woman in the qipao observes the interaction closely, her expression reflecting empathy. The man adjusts his posture slightly, maintaining eye contact with the distressed person, while the woman remains seated, her hand still resting on the man's shoulder. The camera subtly shifts to emphasize the emotional connection between the characters.",
+          "The interaction deepens as the man in the pink outfit leans forward, offering further support to the distressed individual, who remains hunched over. The woman in the qipao watches attentively, her gaze fixed on the exchange. The man's gestures become more pronounced, indicating his earnest attempt to comfort the other person. The camera maintains a steady focus on the trio, ensuring that the viewer remains immersed in the emotional dynamics of the scene.",
+          "In the next segment, the man continues to provide comfort to the distressed individual, his hands gently placed on their back. The woman in the qipao remains seated, her expression conveying a mix of concern and compassion. The background, with its brick walls and barred gate, remains constant, reinforcing the confined and intimate nature of the setting. The camera angle subtly changes to capture the evolving interaction from different perspectives.",
+          "Finally, the man in the pink outfit continues to console the distressed individual, who remains in a hunched position. The woman in the qipao watches closely, her hand still resting on the man's shoulder, symbolizing her support. The scene concludes with the trio deeply engaged in their interaction, the man's gestures and the woman's attentive presence highlighting the emotional depth of the moment. The barred gate and brick walls in the background remain unchanged, maintaining the spatial consistency of the scene."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "multiple_choice",
+          "question": "What color is the hat worn by the man in the center?",
+          "options": [
+            "A. Black",
+            "B. White",
+            "C. Beige",
+            "D. Brown"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How does the man's posture change during the interaction?",
+          "options": [
+            "A. He remains still",
+            "B. He leans forward",
+            "C. He turns his head",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the man's white hat remain on his head throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the man in the pink outfit maintain the same appearance throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:12.462061"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "Which individual remains seated throughout all segments?",
+          "options": [
+            "A. The man in the pink outfit",
+            "B. The woman in the qipao",
+            "C. The distressed person in the brown robe",
+            "D. All three"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:12.462094"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the woman’s qipao retain its gold embroidery and jewelry throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:12.462108"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "What detail of the man's outfit is consistently mentioned across all segments?",
+          "options": [
+            "A. His hat color",
+            "B. His white cuffs",
+            "C. His footwear",
+            "D. His facial expression"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:12.462116"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are the three individuals clearly distinguishable by clothing and posture in every segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:12.462136"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "Who is described as hunched over and distressed throughout the sequence?",
+          "options": [
+            "A. The man in pink",
+            "B. The woman in the qipao",
+            "C. The person in the brown robe",
+            "D. None of the above"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:12.462143"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Do the brick walls and barred gate remain visible and unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:12.462151"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "What background feature is consistently referenced across all segments?",
+          "options": [
+            "A. A window",
+            "B. A wooden door",
+            "C. A barred gate",
+            "D. A painting"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:12.462157"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_793e3f6a347e2672d701b7ba42d6ee1450191f0fb174156790ee3dd2bdca130d"
+  },
+  {
+    "task_id": "mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960",
+    "instance_id": "mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960.mp4",
+      "total_frames": 465,
+      "fps": 29.97,
+      "duration_sec": 15.52,
+      "reference_image_path": "inference_img/mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video features two women standing side by side in a modest indoor setting. The elderly woman, positioned on the left, has gray hair styled in a neat bun and wears small hoop earrings. She is dressed in a dark-colored top with an ornate orange and brown patterned collar. Throughout the video, she turns her head slightly to her right while speaking, her facial expressions changing subtly as she communicates. The younger woman, on the right, has short bobbed brown hair with bangs and wears a light pink collared shirt. She remains mostly still, occasionally shifting her gaze but maintaining a composed demeanor. The background consists of a plain wall with a red-framed alcove or shelf, adding a subtle depth to the scene. The camera remains steady, focusing on the two women and capturing their interaction."
+        ],
+        "level_2": [
+          "The video opens with the two women standing close together. The elderly woman, with her gray hair in a bun and wearing a dark top with an ornate collar, begins to turn her head slightly to her right, indicating she is about to speak. The younger woman, dressed in a light pink collared shirt, stands calmly beside her, her expression neutral. As the elderly woman continues to speak, her facial expressions become more animated, reflecting the tone of her words. The younger woman maintains her position, occasionally glancing toward the elderly woman but mostly looking forward. The background remains consistent, featuring a plain wall and a red-framed alcove.",
+          "Continuing from the previous scene, the elderly woman is now actively speaking, her head turned further to her right. Her facial expressions are more pronounced, suggesting she is emphasizing certain points in her conversation. The younger woman remains mostly stationary, her gaze shifting slightly towards the elderly woman, indicating she is listening attentively. The lighting and background elements, including the red-framed alcove, remain unchanged, providing a stable visual context for the interaction.",
+          "In the final part of the video, the elderly woman continues her conversation, her head still turned to the right. Her expressions remain engaged, showing her active participation in the dialogue. The younger woman maintains her attentive stance, her eyes occasionally meeting the elderly woman's, reinforcing the sense of communication between them. The background, with its plain wall and red-framed alcove, stays consistent, ensuring the focus remains on the two women and their interaction."
+        ],
+        "level_3": [
+          "The video begins with the two women standing side by side. The elderly woman, with her gray hair in a bun and wearing a dark top with an ornate collar, is positioned on the left. The younger woman, with short brown hair and a light pink collared shirt, stands on the right. The background features a plain wall with a red-framed alcove, adding a subtle detail to the setting. The elderly woman starts to turn her head slightly to her right, preparing to speak.",
+          "As the elderly woman continues to turn her head further to the right, her facial expressions begin to change, indicating she is starting to speak. The younger woman remains mostly still, her gaze directed forward but with a slight shift towards the elderly woman, suggesting she is listening. The red-framed alcove in the background remains a constant element, providing a stable backdrop for the scene.",
+          "The elderly woman is now fully engaged in speaking, her head turned more significantly to the right. Her facial expressions are more animated, reflecting the content of her words. The younger woman maintains her attentive posture, her eyes occasionally meeting the elderly woman's, reinforcing the sense of communication. The background, with its plain wall and red-framed alcove, remains unchanged, keeping the focus on the interaction between the two women.",
+          "The elderly woman continues her conversation, her head still turned to the right. Her expressions remain engaged, showing her active participation in the dialogue. The younger woman stays in her attentive stance, her gaze occasionally shifting towards the elderly woman, indicating ongoing listening. The red-framed alcove in the background remains a consistent element, providing a stable visual context.",
+          "In the final moments of the video, the elderly woman is still speaking, her head turned to the right. Her facial expressions continue to convey her engagement in the conversation. The younger woman maintains her attentive posture, her eyes occasionally meeting the elderly woman's, reinforcing the sense of communication. The background, with its plain wall and red-framed alcove, remains consistent, ensuring the focus stays on the two women and their interaction."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Is the younger woman's expression consistently serious throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of earrings does the elderly woman wear?",
+          "options": [
+            "A. Hoop",
+            "B. Stud",
+            "C. Dangle",
+            "D. No earrings"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the elderly woman's patterned collar remain visible and unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the elderly woman maintain her gray hair in a bun throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:25.077941"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the consistency of the younger woman’s hairstyle across all segments?",
+          "options": [
+            "A. Changes from bob to long hair",
+            "B. Remains short bobbed brown hair with bangs",
+            "C. Becomes curly",
+            "D. Is partially obscured by an object"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:25.077975"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Is the younger woman's shirt consistently described as light pink and collared in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:25.077988"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "What is the description of the elderly woman's top collar in all segments?",
+          "options": [
+            "A. Plain black",
+            "B. Ornate orange and brown patterned",
+            "C. Blue floral",
+            "D. White lace"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:25.077995"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the red-framed alcove remain visible and unchanged in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:25.078017"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960"
+  },
+  {
+    "task_id": "mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5",
+    "instance_id": "mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5.mp4",
+      "total_frames": 377,
+      "fps": 25.0,
+      "duration_sec": 15.08,
+      "reference_image_path": "inference_img/mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A man in a gray button-up shirt with short dark hair and a mustache stands outside a car on a busy street. He is accompanied by two women, one in a colorful jacket and the other in a black outfit. The man appears to be engaged in a conversation with the woman in the black outfit, who gestures towards him. As the scene progresses, the man turns his attention to the woman in the colorful jacket, and they share an emotional embrace. The background features storefronts, including one with a red circular sign, and the atmosphere suggests a moment of personal significance amidst an urban setting."
+        ],
+        "level_2": [
+          "The man in the gray shirt stands near a car door, facing two women. One woman, dressed in a black outfit, gestures as if explaining something, while the other, in a colorful jacket, listens attentively. The man looks between them, seemingly processing their words. The setting is a bustling street with visible storefronts, including a barbershop and a shop with a red circular sign. The camera remains steady, focusing on the interaction between the three individuals.",
+          "The man in the gray shirt turns his attention from the woman in the black outfit to the woman in the colorful jacket. The woman in the black outfit steps back slightly, allowing the man and the other woman to engage more closely. The man places his hand on the woman's shoulder, and she responds by looking up at him. The background remains consistent with the urban street setting, featuring various shops and signs.",
+          "The man in the gray shirt embraces the woman in the colorful jacket in a heartfelt hug. She leans into him, her face showing emotion, while he holds her tightly. After a moment, they separate slightly, but the man continues to hold her gently. The woman in the black outfit is no longer in the frame, suggesting she has stepped away. The car door remains open, and the background storefronts are still visible."
+        ],
+        "level_3": [
+          "The man in the gray shirt stands outside a car, facing two women. The woman in the black outfit gestures towards him, possibly explaining something, while the woman in the colorful jacket listens. The man appears to be listening intently, his expression serious. The background shows a busy street with storefronts, including a barbershop and a shop with a red circular sign. The camera is focused on the interaction between the three individuals, capturing their body language and facial expressions.",
+          "The man in the gray shirt turns his attention from the woman in the black outfit to the woman in the colorful jacket. The woman in the black outfit steps back slightly, allowing the man and the other woman to engage more closely. The man places his hand on the woman's shoulder, and she responds by looking up at him. The background remains consistent with the urban street setting, featuring various shops and signs. The camera angle shifts slightly to emphasize the growing connection between the man and the woman in the colorful jacket.",
+          "The man in the gray shirt embraces the woman in the colorful jacket in a heartfelt hug. She leans into him, her face showing emotion, while he holds her tightly. After a moment, they separate slightly, but the man continues to hold her gently. The woman in the black outfit is no longer in the frame, suggesting she has stepped away. The car door remains open, and the background storefronts are still visible. The camera captures the emotional intensity of the moment, focusing on the man and the woman in the colorful jacket.",
+          "The man in the gray shirt and the woman in the colorful jacket continue their embrace, their bodies close and their expressions conveying deep emotion. The man gently strokes her hair, offering comfort, while she rests her head on his shoulder. The car door remains open, and the background storefronts are still visible, providing context to the urban setting. The camera maintains a steady focus on the couple, highlighting the intimacy of their interaction.",
+          "The man in the gray shirt and the woman in the colorful jacket slowly separate from their embrace. The man looks down at her with a concerned expression, while she looks up at him, her face still showing emotion. The car door remains open, and the background storefronts are still visible. The camera captures the subtle shift in their interaction, emphasizing the emotional weight of the moment as they prepare to move forward."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Is the man's hairstyle consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the man's facial expression change significantly between frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the visual features of the man (e.g., mustache, nose shape) consistent?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the man maintain the same position relative to the car door?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is there any indication that the man is a different person in any frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "openhumanvid_full_regen",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5"
+  },
+  {
+    "task_id": "mem_openhumanvid_caa2aee9b61501d66e346b858f008bf700fc70c3b04c2bdb440b9474109c1290",
+    "instance_id": "mem_openhumanvid_caa2aee9b61501d66e346b858f008bf700fc70c3b04c2bdb440b9474109c1290",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_caa2aee9b61501d66e346b858f008bf700fc70c3b04c2bdb440b9474109c1290.mp4",
+      "total_frames": 476,
+      "fps": 23.98,
+      "duration_sec": 19.85,
+      "reference_image_path": "inference_img/mem_openhumanvid_caa2aee9b61501d66e346b858f008bf700fc70c3b04c2bdb440b9474109c1290_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens in a dimly lit, vintage-style room with a large ornate mirror reflecting the scene. A woman with dark skin, wearing a long-sleeved, green and white vertically striped dress with a fitted waist, stands facing away from the camera. Her hair is styled in a neat bun. She is gently brushing the braided hair of a young girl seated in front of her. The reflection in the mirror shows the woman's focused expression as she tends to the child's hair. In the background, a man in period clothing sits on a chair, partially visible in the mirror's reflection. The lighting is soft and natural, streaming in from a window to the right, creating a serene and intimate atmosphere."
+        ],
+        "level_2": [
+          "The video begins with the woman in the green and white striped dress standing in front of a large, ornate mirror, brushing the braided hair of a young girl seated before her. The woman's dark skin and neatly styled bun are clearly visible, and her dress fits snugly at the waist. The reflection in the mirror reveals her focused expression and the braids of the child. As the scene progresses, the camera subtly shifts, revealing more of the room's vintage decor, including a table with various items and a man in period clothing sitting in the background, his reflection also visible in the mirror.",
+          "Continuing from the previous scene, the woman remains engaged in brushing the child's hair, her movements gentle and deliberate. The reflection in the mirror shows her turning slightly, offering a different angle of her face and the child's braids. The man in the background remains seated, his presence adding depth to the scene. The soft, natural light continues to illuminate the room, highlighting the intricate details of the woman's dress and the texture of the child's braids.",
+          "Finally, the woman completes brushing the child's hair, her attention fully on the task. The reflection in the mirror captures her final strokes and the serene expression on her face. The man in the background remains seated, his reflection still visible. The overall atmosphere remains calm and intimate, with the vintage room setting and soft lighting enhancing the sense of timelessness and care."
+        ],
+        "level_3": [
+          "The video opens with a woman in a green and white striped dress standing in front of a large, ornate mirror, brushing the braided hair of a young girl seated before her. The woman's dark skin and neatly styled bun are prominent, and her dress fits snugly at the waist. The reflection in the mirror shows her focused expression as she gently brushes the child's hair. The room is dimly lit with soft, natural light coming from a window to the right, creating a serene atmosphere. In the background, a man in period clothing is partially visible in the mirror's reflection, seated on a chair.",
+          "As the scene progresses, the woman continues to brush the child's hair, her movements deliberate and gentle. The camera subtly shifts, revealing more of the room's vintage decor, including a table with various items and the man in the background, whose reflection is now more visible. The woman's expression remains focused, and the intricate details of her dress and the texture of the child's braids are highlighted by the soft lighting.",
+          "The woman continues her task, occasionally turning slightly to get a better angle for brushing the child's hair. The reflection in the mirror shows her adjusting her position, maintaining her focus on the child. The man in the background remains seated, his presence adding depth to the scene. The soft, natural light continues to illuminate the room, emphasizing the intimate and caring nature of the moment.",
+          "The woman completes brushing the child's hair, her attention fully on the task. The reflection in the mirror captures her final strokes and the serene expression on her face. The man in the background remains seated, his reflection still visible. The overall atmosphere remains calm and intimate, with the vintage room setting and soft lighting enhancing the sense of timelessness and care.",
+          "In the final moments, the woman finishes brushing the child's hair, her movements gentle and deliberate. The reflection in the mirror shows her turning slightly, offering a different angle of her face and the child's braids. The man in the background remains seated, his reflection still visible. The soft, natural light continues to illuminate the room, creating a peaceful and tender conclusion to the scene."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hair remain in a bun throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How does the lighting in the room appear to change over time?",
+          "options": [
+            "A. It becomes significantly brighter",
+            "B. It remains consistently dim",
+            "C. It shifts from dim to slightly brighter",
+            "D. It becomes darker"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the woman's identity remain consistent throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:53.879585"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which feature best confirms the woman's identity persistence across segments?",
+          "options": [
+            "A. Her green and white striped dress",
+            "B. Her neatly styled bun",
+            "C. Her dark skin tone",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:53.879622"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the woman's dress consistently described across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:53.879634"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Are the three individuals clearly distinguishable across segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:53.879650"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which individual is most likely to be confused due to visibility constraints?",
+          "options": [
+            "A. The woman",
+            "B. The child",
+            "C. The man in the background",
+            "D. None"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:53.879657"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the mirror reflect the woman's focused expression as she brushes the child's hair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt explicitly states that 'the reflection in the mirror shows the woman's focused expression as she tends to the child's hair,' confirming content consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:15.124093"
+          }
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What should be reflected in the mirror when the woman turns slightly during brushing?",
+          "options": [
+            "A. Only the child’s face",
+            "B. A different angle of the woman’s face and the child’s braids",
+            "C. The entire room including the table",
+            "D. The camera lens"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Segment 3 and Segment 5 describe the woman turning slightly, and the reflection showing 'a different angle of her face and the child's braids.' This matches the expected reflection content based on movement.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:15.124148"
+          }
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "When the video transitions from Segment 1 to Segment 2, does the reflection still show the man in period clothing?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "In both Segment 1 and Segment 2, the man is described as being present and visible in the mirror’s reflection. There is no indication he leaves or changes position, so temporal consistency is maintained.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:15.124164"
+          }
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "How does the reflection of the man change across Segments 1 to 5?",
+          "options": [
+            "A. He disappears from the reflection after Segment 2",
+            "B. His reflection becomes more visible over time",
+            "C. He moves from the left to the right side of the mirror",
+            "D. He stands up in Segment 4"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Segment 1 says the man is 'partially visible,' while Segment 2 notes his reflection is 'now more visible,' indicating gradual increase in visibility without any action change—consistent with camera shift and temporal continuity.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:15.124170"
+          }
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "After the woman completes brushing the child's hair in Segment 4, does the reflection still show her focused expression?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Segment 4 states: 'the reflection in the mirror captures her final strokes and the serene expression on her face.' This implies continued presence of her facial expression in the reflection, maintaining temporal coherence.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:15.124177"
+          }
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Is the reflection of the woman's dress consistently shown as green and white striped throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The description of the dress remains unchanged across all segments, and since the mirror reflects the actual environment, it must also consistently reflect the same striped pattern.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:15.124191"
+          }
+        },
+        {
+          "question_id": "14",
+          "type": "binary",
+          "question": "When the camera shifts subtly in Segment 2, does the reflection update to include more of the room’s vintage decor?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt states that 'the camera subtly shifts, revealing more of the room's vintage decor,' and since the mirror reflects the scene, the reflection should also reflect the expanded view, maintaining viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:15.124199"
+          }
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the reflection correctly update when the woman turns slightly in Segment 3?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt states: 'the reflection in the mirror shows her adjusting her position,' confirming that the mirror updates its view to match her motion, demonstrating correct viewpoint tracking.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:15.124213"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_caa2aee9b61501d66e346b858f008bf700fc70c3b04c2bdb440b9474109c1290"
+  },
+  {
+    "task_id": "mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0",
+    "instance_id": "mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0.mp4",
+      "total_frames": 408,
+      "fps": 25.0,
+      "duration_sec": 16.32,
+      "reference_image_path": "inference_img/mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens in an opulent, 18th-century grand staircase adorned with intricate wrought-iron railings and ornate white plasterwork on the walls and ceiling. Three men dressed in period formal attire descend the sweeping staircase together. The man on the left wears a dark coat with light-colored breeches and white stockings, while the middle man dons a similar dark coat with a white cravat and light breeches. The man on the right also wears a dark coat and holds a small book or folder. All three have powdered wigs typical of the era. As they move closer to the camera, their faces and clothing details remain consistent, indicating no identity changes. The background features luxurious red carpeting on the stairs, elegant candelabras on side tables, and plush upholstered chairs with gold trim at the base of the staircase. The camera follows their descent, maintaining a steady focus on the trio as they navigate the grand space."
+        ],
+        "level_2": [
+          "The video begins with a wide shot of a grand, ornate staircase in an 18th-century setting. The staircase is decorated with elaborate wrought-iron railings and detailed white plasterwork on the walls and ceiling. A single figure in period attire descends the stairs, followed by two more individuals joining from a higher landing. The scene transitions to show three men descending together. The man on the left wears a dark coat with light breeches and white stockings, the middle man wears a dark coat with a white cravat and light breeches, and the man on the right wears a dark coat and holds a small book or folder. All three have powdered wigs. The camera pans slightly to follow their movement down the stairs. In the final part of this segment, the men continue their descent, approaching the camera with their faces and clothing details clearly visible against the backdrop of the luxurious interior, including red carpeting, candelabras, and upholstered chairs.",
+          "As the three men continue their descent down the grand staircase, the camera maintains a steady follow shot, capturing their movements in detail. The man on the left, wearing a dark coat with light breeches and white stockings, walks confidently alongside the middle man, who is dressed in a dark coat with a white cravat and light breeches. The man on the right, holding a small book or folder, matches their pace. The ornate wrought-iron railings and the intricate plasterwork on the walls and ceiling remain prominent in the background. The red carpeting on the stairs and the elegant candelabras and upholstered chairs at the base of the staircase are still visible, adding to the opulent atmosphere. The men's powdered wigs and formal attire are consistently detailed as they move closer to the camera.",
+          "In the final part of the video, the three men are now closer to the camera, continuing their descent down the grand staircase. The man on the left, with his dark coat, light breeches, and white stockings, leads slightly ahead, while the middle man, in his dark coat with a white cravat and light breeches, follows closely. The man on the right, holding a small book or folder, completes the trio. Their powdered wigs and formal attire remain consistent, and their faces are clearly visible as they approach. The ornate wrought-iron railings and the detailed plasterwork on the walls and ceiling continue to frame the scene, with the red carpeting, candelabras, and upholstered chairs at the base of the staircase providing a rich backdrop. The camera remains focused on the men, capturing their steady and deliberate movement down the stairs."
+        ],
+        "level_3": [
+          "The video opens with a wide shot of an opulent 18th-century grand staircase, featuring intricate wrought-iron railings and elaborate white plasterwork on the walls and ceiling. The red carpeting on the stairs adds a touch of luxury, and elegant candelabras and upholstered chairs with gold trim are visible at the base of the staircase. A single figure in period attire descends the stairs, followed by two more individuals joining from a higher landing, setting the stage for the main action.",
+          "Continuing from the previous scene, the three men dressed in period formal attire begin their descent down the grand staircase together. The man on the left wears a dark coat with light-colored breeches and white stockings, the middle man dons a similar dark coat with a white cravat and light breeches, and the man on the right wears a dark coat and holds a small book or folder. All three have powdered wigs typical of the era. The camera follows their movement, capturing the ornate details of the staircase and the luxurious surroundings.",
+          "As the men continue their descent, the camera maintains a steady follow shot, keeping them centered in the frame. The man on the left, with his dark coat, light breeches, and white stockings, walks confidently alongside the middle man, who is dressed in a dark coat with a white cravat and light breeches. The man on the right, holding a small book or folder, matches their pace. The ornate wrought-iron railings and the intricate plasterwork on the walls and ceiling remain prominent in the background, enhancing the grandeur of the setting.",
+          "The men are now closer to the camera, continuing their descent down the grand staircase. The man on the left leads slightly ahead, while the middle man follows closely, and the man on the right completes the trio. Their powdered wigs and formal attire are consistently detailed, and their faces are clearly visible as they move. The ornate wrought-iron railings and the detailed plasterwork on the walls and ceiling continue to frame the scene, with the red carpeting, candelabras, and upholstered chairs at the base of the staircase providing a rich backdrop.",
+          "In the final moments of the video, the three men are nearing the bottom of the grand staircase. The man on the left, with his dark coat, light breeches, and white stockings, leads the way, followed by the middle man in his dark coat with a white cravat and light breeches. The man on the right, holding a small book or folder, completes the trio. The camera remains focused on the men, capturing their steady and deliberate movement down the stairs, with the luxurious interior elements providing a consistent and opulent setting throughout."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Do all three men maintain the same powdered wig style throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of footwear do the men appear to be wearing?",
+          "options": [
+            "A. Boots",
+            "B. Shoes with buckles",
+            "C. Sandals",
+            "D. Slippers"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man holding the book/folder consistently visible and identifiable as the same person throughout the descent?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What color are the breeches worn by the man on the left?",
+          "options": [
+            "A. Black",
+            "B. White",
+            "C. Brown",
+            "D. Gray"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Do the men's coats remain unaltered in style and color as they descend the staircase?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Do all three men maintain the same facial features and powdered wig style throughout the descent?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:17:27.099074"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the man on the right consistently hold the small book or folder throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:17:27.099122"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are the three men consistently positioned left, middle, and right across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:17:27.099139"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "Which detail helps distinguish the man on the right from the others?",
+          "options": [
+            "A. He wears a cravat",
+            "B. He holds a small book or folder",
+            "C. He has a different colored coat",
+            "D. He walks slower"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:17:27.099145"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are the intricate details of the wrought-iron railings visible throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:17:27.099153"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Do the upholstered chairs at the base of the staircase reappear consistently when not occluded?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:17:27.099166"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0"
+  },
+  {
+    "task_id": "mem_openhumanvid_44d6e3ece41c19334478d27f8e5427e1aab2ccac195026cc492ea47bf6b0cec2",
+    "instance_id": "mem_openhumanvid_44d6e3ece41c19334478d27f8e5427e1aab2ccac195026cc492ea47bf6b0cec2",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_44d6e3ece41c19334478d27f8e5427e1aab2ccac195026cc492ea47bf6b0cec2.mp4",
+      "total_frames": 430,
+      "fps": 23.98,
+      "duration_sec": 17.93,
+      "reference_image_path": "inference_img/mem_openhumanvid_44d6e3ece41c19334478d27f8e5427e1aab2ccac195026cc492ea47bf6b0cec2_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens with a close-up of Captain Jack Sparrow, showcasing his iconic look: long, dreadlocked blonde hair adorned with beads and trinkets, a brown bandana tied around his forehead, a dark eye patch over his right eye, and a mustache and goatee. He wears layered necklaces with various pendants and a tattered brown pirate coat. As the camera slowly pulls back, Jack turns slightly to his right and begins walking towards the ship's wheel on a wooden deck filled with ropes and rigging. The background reveals other pirates in period attire, some holding weapons, while the ship's mast and sails are visible under a cloudy sky."
+        ],
+        "level_2": [
+          "The video begins with a tight close-up of Captain Jack Sparrow, highlighting his distinctive features: long, dreadlocked blonde hair decorated with beads and trinkets, a brown bandana on his forehead, a dark eye patch over his right eye, and a mustache and goatee. He is dressed in a tattered brown pirate coat and layered necklaces. The camera then starts to pull back as Jack turns slightly to his right and begins walking forward on the wooden deck of a ship. Other pirates in period clothing can be seen in the background, some armed, while the ship's mast and rigging are visible.",
+          "Continuing from the previous scene, Captain Jack Sparrow moves further onto the ship's deck, approaching the large wooden steering wheel. His long dreadlocks sway as he walks, and his layered necklaces catch the light. The camera follows him, revealing more of the bustling ship environment, including other pirates actively moving around and handling ropes. The ship's intricate rigging and masts dominate the background, set against a cloudy sky.",
+          "Finally, the camera pans upward and outward, capturing a wider view of the ship's deck. Captain Jack Sparrow is now positioned near the center, surrounded by his crew who are engaged in various activities such as climbing the rigging and preparing for action. The ship's sails are partially unfurled, and the atmosphere is tense, suggesting an impending adventure or battle. The detailed wooden structure of the ship and the dynamic movements of the crew emphasize the high-stakes setting."
+        ],
+        "level_3": [
+          "The video opens with an intense close-up of Captain Jack Sparrow, focusing on his unique appearance: long, dreadlocked blonde hair embellished with beads and trinkets, a brown bandana wrapped around his forehead, a dark eye patch covering his right eye, and a well-groomed mustache and goatee. He is adorned with multiple layered necklaces featuring various pendants and wears a tattered brown pirate coat. The background hints at a ship's deck with blurred figures of other pirates.",
+          "As the camera begins to pull back, Captain Jack Sparrow turns slightly to his right and starts walking forward across the wooden deck. His dreadlocks flow behind him, and his layered necklaces glint in the light. The surrounding area becomes clearer, revealing other pirates in period attire, some holding weapons, and the ship's intricate rigging and masts in the background.",
+          "Captain Jack Sparrow continues his movement toward the ship's large wooden steering wheel, which dominates the foreground. The camera follows him closely, capturing the details of his tattered coat and the way his dreadlocks sway with each step. The bustling activity of the crew around him becomes more apparent, with some pirates climbing the rigging and others preparing for action.",
+          "The camera angle shifts upward, providing a broader view of the ship's deck. Captain Jack Sparrow is now positioned near the center, with his crew actively engaged in various tasks. Some pirates are climbing the masts, while others handle ropes and prepare for an imminent event. The ship's sails are partially unfurled, and the cloudy sky above adds to the dramatic atmosphere.",
+          "The final segment showcases a wide shot of the ship's deck, with Captain Jack Sparrow standing prominently near the steering wheel. The crew is scattered across the deck, each member focused on their role, contributing to the sense of urgency and anticipation. The ship's intricate rigging and masts are fully visible, and the overall scene conveys a high-stakes maritime adventure."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does Captain Jack Sparrow maintain his long, dreadlocked hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the bandana tied around Captain Jack Sparrow's forehead?",
+          "options": [
+            "A. Red",
+            "B. Blue",
+            "C. Brown",
+            "D. Green"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the eye patch visible on Captain Jack Sparrow's right eye in both the close-up and wider shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does Captain Jack Sparrow maintain the same facial features throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:21.348781"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does Jack Sparrow’s tattered coat remain consistent in appearance across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:21.348827"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the dark eye patch over Jack Sparrow’s right eye remain present throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:21.348844"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the camera zoom out from a close-up to a wide view of the ship?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:21.348857"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "How does the camera move in the sequence?",
+          "options": [
+            "A. Only horizontal pan",
+            "B. Zoom out, follow, then upward pan",
+            "C. Rapid cuts",
+            "D. Static shots only"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:21.348863"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Are background elements like the ship's rigging and crew consistently revealed as the camera pulls back?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:21.348870"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_44d6e3ece41c19334478d27f8e5427e1aab2ccac195026cc492ea47bf6b0cec2"
+  },
+  {
+    "task_id": "mem_openhumanvid_45633dd44b52667f482c9693f9160021a4a837b55a4b940563d9aeacec01cf15",
+    "instance_id": "mem_openhumanvid_45633dd44b52667f482c9693f9160021a4a837b55a4b940563d9aeacec01cf15",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_45633dd44b52667f482c9693f9160021a4a837b55a4b940563d9aeacec01cf15.mp4",
+      "total_frames": 377,
+      "fps": 25.0,
+      "duration_sec": 15.08,
+      "reference_image_path": "inference_img/mem_openhumanvid_45633dd44b52667f482c9693f9160021a4a837b55a4b940563d9aeacec01cf15_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In a snowy outdoor setting, three women embrace warmly in front of a building with a staircase and informational posters. The woman on the left has long black hair, wears a black fur hat with snowflakes, and a black and white fur coat over a dark dress. The woman in the middle has short dark hair under a wide-brimmed dark blue hat, a light-colored coat, a grey scarf, and black gloves. The woman on the right has a short dark bob hairstyle, wears a beige trench coat with a belt, and black gloves. Snow gently falls as they hold each other closely, occasionally shifting positions but maintaining their identities and spatial relationships throughout the scene."
+        ],
+        "level_2": [
+          "The video begins with the three women standing close together in a snowy environment. The woman on the left, with long black hair, wears a black fur hat and a striking black and white fur coat. The woman in the middle, sporting short dark hair under a dark blue hat, is dressed in a light coat, grey scarf, and black gloves. The woman on the right, with a short dark bob, wears a beige trench coat and black gloves. They begin to embrace, with the woman on the left leaning into the center and the woman on the right wrapping her arms around both. As they move, their positions shift slightly, but their distinct clothing and features remain clear.",
+          "Continuing from the previous scene, the women maintain their embrace, with the woman on the left now more prominently visible in her black and white fur coat. The woman in the middle, wearing the dark blue hat and grey scarf, adjusts her stance slightly while still being embraced by the other two. The woman on the right, in her beige trench coat, keeps her arms wrapped around the group. The snowy backdrop and the building with stairs remain consistent, providing a stable spatial reference.",
+          "Finally, the women continue their warm embrace, with subtle movements that highlight their individuality despite the closeness. The woman on the left, with her distinctive fur coat, remains a focal point, while the woman in the middle, with her dark blue hat and grey scarf, shifts slightly to accommodate the movement. The woman on the right, in her beige trench coat, maintains her position, ensuring all three remain connected. The gentle snowfall and the background elements provide a serene and continuous setting."
+        ],
+        "level_3": [
+          "The video opens with the three women standing close together in a snowy outdoor setting. The woman on the left, with long black hair, wears a black fur hat and a black and white fur coat. The woman in the middle, with short dark hair under a dark blue hat, is dressed in a light coat, grey scarf, and black gloves. The woman on the right, with a short dark bob, wears a beige trench coat and black gloves. They are positioned in front of a building with a staircase and informational posters, with snow gently falling around them.",
+          "As the scene progresses, the women begin to embrace, with the woman on the left leaning into the center and the woman on the right wrapping her arms around both. The woman in the middle adjusts her stance slightly, accommodating the movement while maintaining her distinct appearance with the dark blue hat and grey scarf. The snowy environment and the building in the background remain consistent, providing a stable spatial context.",
+          "The embrace continues, with the women shifting positions slightly. The woman on the left, in her black and white fur coat, becomes more prominent as she leans further into the group. The woman in the middle, with her dark blue hat and grey scarf, adjusts her posture, while the woman on the right, in her beige trench coat, keeps her arms wrapped around the group. The gentle snowfall and the building with stairs remain visible, enhancing the serene atmosphere.",
+          "The women maintain their close embrace, with subtle movements that highlight their individuality. The woman on the left, with her distinctive fur coat, remains a focal point, while the woman in the middle, with her dark blue hat and grey scarf, shifts slightly to accommodate the movement. The woman on the right, in her beige trench coat, ensures all three remain connected, with the snowy backdrop and the building providing a continuous and stable setting.",
+          "In the final moments, the women continue their warm embrace, with slight adjustments in their positions. The woman on the left, with her black and white fur coat, remains a central figure, while the woman in the middle, with her dark blue hat and grey scarf, shifts slightly. The woman on the right, in her beige trench coat, maintains her position, ensuring the group remains connected. The gentle snowfall and the building with stairs provide a serene and continuous backdrop, concluding the scene with a sense of warmth and connection."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "multiple_choice",
+          "question": "What color is the scarf worn by the woman in the middle?",
+          "options": [
+            "A. Red",
+            "B. Grey",
+            "C. Blue",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "After the embrace, is the woman on the right (in the beige coat) still distinguishable by her short dark bob hairstyle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which woman is wearing a wide-brimmed dark blue hat?",
+          "options": [
+            "A. Woman on the left",
+            "B. Woman in the middle",
+            "C. Woman on the right",
+            "D. None of them"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the black glove visible on the left hand of the woman on the right throughout the entire sequence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Do all three women maintain their distinct identities throughout the embrace?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:58.669440"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the woman on the right consistently wear a beige trench coat?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:58.669486"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "What type of coat does the woman in the middle wear?",
+          "options": [
+            "A. Black and white fur coat",
+            "B. Beige trench coat",
+            "C. Light-colored coat",
+            "D. Dark dress"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:58.669493"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "Which woman adjusts her stance slightly while being embraced?",
+          "options": [
+            "A. The woman on the left",
+            "B. The woman in the middle",
+            "C. The woman on the right",
+            "D. All three"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:58.669508"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the building with the staircase remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:58.669517"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_45633dd44b52667f482c9693f9160021a4a837b55a4b940563d9aeacec01cf15"
+  },
+  {
+    "task_id": "mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5",
+    "instance_id": "mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5.mp4",
+      "total_frames": 449,
+      "fps": 25.0,
+      "duration_sec": 17.96,
+      "reference_image_path": "inference_img/mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In a dimly lit office with wooden paneling and a large map on the wall, two men are present. Man A, wearing a dark blue button-up jacket with visible buttons and sporting short dark hair and a mustache, is initially seated at a desk with a green lamp and papers. Man B, dressed in a brown three-piece suit (jacket, vest, trousers), white shirt, and a striped blue/purple tie, stands beside him. The camera follows as Man A rises from his chair and they both turn to face a window with intricate lattice designs. As they walk toward the window, Man A adjusts his collar while Man B looks out thoughtfully. The background includes a wooden chair, a filing cabinet, and soft lighting from table lamps."
+        ],
+        "level_2": [
+          "The video opens in a formal office setting where Man A, in a dark blue jacket and mustache, is seated at a desk with a green lamp and papers. Man B, in a brown three-piece suit and striped tie, stands nearby. Man A gestures slightly before standing up and turning to face the window. The camera pans to follow their movement as they walk together toward the window, which has decorative lattice panels. Man A adjusts his collar while Man B looks out pensively. The room features wooden paneling, a large map on the wall, and soft lighting from table lamps.",
+          "Continuing from the previous scene, Man A and Man B are now standing side by side near the window. Man A, still in his dark blue jacket, adjusts his collar while looking out the window. Man B, in his brown suit, also gazes outward, appearing contemplative. The camera remains steady, capturing their expressions and the intricate details of the window's lattice design. The background includes a brick column and additional table lamps, maintaining the formal atmosphere of the office.",
+          "Finally, the two men remain by the window, continuing their silent observation. Man A, with his dark blue jacket and mustache, keeps his hand near his collar, occasionally glancing around. Man B, in his brown suit and striped tie, maintains a thoughtful expression, looking out the window. The camera subtly shifts to highlight their profiles against the backdrop of the lattice windows and soft lighting, emphasizing their composed demeanor and the continuity of their interaction."
+        ],
+        "level_3": [
+          "The video begins with Man A, wearing a dark blue button-up jacket and sporting a mustache, seated at a desk in a dimly lit office. A green lamp and papers are on the desk, and a large map hangs on the wall behind him. Man B, dressed in a brown three-piece suit with a striped tie, stands beside him. The camera captures their initial positioning, focusing on the formal setting with wooden paneling and a filing cabinet in the background.",
+          "Man A rises from his chair and turns to face Man B, who remains standing. The camera follows their movement as they begin to walk toward the window. The office environment is detailed with a wooden chair, a green lamp, and soft lighting from table lamps. The transition sets the stage for their shift in focus from the desk to the window.",
+          "As they approach the window, the camera pans to capture their profiles. Man A, in his dark blue jacket, adjusts his collar while looking out the window with a thoughtful expression. Man B, in his brown suit, stands beside him, also gazing outward. The intricate lattice design of the window and the brick column outside become prominent in the frame, adding depth to the scene.",
+          "The camera continues to follow Man A and Man B as they stand by the window. Man A maintains his posture, occasionally adjusting his collar, while Man B looks out pensively. The background includes additional table lamps and the lattice windows, reinforcing the formal and contemplative atmosphere of the office.",
+          "In the final segment, the two men remain by the window, their expressions reflecting a sense of contemplation. Man A, with his dark blue jacket and mustache, keeps his hand near his collar, while Man B, in his brown suit, continues to look out thoughtfully. The camera subtly shifts to emphasize their profiles against the backdrop of the lattice windows and soft lighting, concluding the scene with a sense of quiet reflection."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does Man B's tie maintain the same blue/purple striped pattern throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of suit is Man B wearing?",
+          "options": [
+            "A. Two-piece",
+            "B. Three-piece",
+            "C. Four-piece",
+            "D. No suit"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is there any indication that either man changes his clothing or hairstyle during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does Man A wear the same dark blue button-up jacket throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:32.439464"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "Which accessory does Man B consistently wear across all segments?",
+          "options": [
+            "A. Striped blue/purple tie",
+            "B. Red scarf",
+            "C. Glasses",
+            "D. Hat"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:32.439498"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Are Man A and Man B distinguishable by their clothing and features throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:32.439511"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the office setting include a large map on the wall in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:32.439526"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera follow the characters as they move from the desk to the window?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:32.439539"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What kind of camera motion is used during the transition from desk to window?",
+          "options": [
+            "A. Zoom in",
+            "B. Pan",
+            "C. Vertical tilt",
+            "D. Static shot"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:32.439545"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is the striped blue/purple tie of Man B visible in the reflection when he looks out the window?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Man B is described as wearing a striped blue/purple tie, and he is standing close to the window with his face turned outward. The reflection should capture his full upper body, including the tie, as part of the mirrored image of the scene.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:02.271982"
+          }
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "What should be reflected in the window when the camera captures Man A adjusting his collar?",
+          "options": [
+            "A. The wooden paneling and the filing cabinet",
+            "B. The lattice design of the window itself",
+            "C. The soft lighting from the table lamps",
+            "D. The outdoor scenery beyond the window"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The reflection in the window should mirror the indoor environment behind the characters. The wooden paneling and filing cabinet are part of the office setting and would be visible in the reflection, whereas the lattice design is part of the window frame and may appear in the foreground but not as a reflection. The outdoor scenery is visible directly, not reflected.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:02.271989"
+          }
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Does the reflection show the green lamp on the desk when Man A walks toward the window?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "As Man A moves from the desk toward the window, the desk with the green lamp remains in the room. If the window reflects the interior, the lamp should be visible in the reflection when the camera angle allows it, especially during the transition from Segment 1 to Segment 2.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:02.271996"
+          }
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "If the window reflection appears in Segment 3 and again in Segment 5, does it consistently show Man A adjusting his collar?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "In both Segment 3 and Segment 5, Man A is described as keeping his hand near his collar, suggesting continuous action. The reflection should maintain this detail across time, showing consistency in the depicted behavior over the duration of the scene.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:02.272006"
+          }
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "How should the reflection change between Segment 2 and Segment 4 if the camera follows the men to the window?",
+          "options": [
+            "A. It should remain static with no changes",
+            "B. It should reflect the movement of Man A rising and walking",
+            "C. It should only show the lattice pattern",
+            "D. It should show the outdoor view instead of the interior"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "From Segment 2 to Segment 4, the men move from the desk to the window. The reflection in the window should update dynamically to reflect their movement, showing Man A rising and walking toward the window, maintaining temporal coherence with the real-world motion.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:02.272013"
+          }
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the reflection in the window show Man B's contemplative expression consistently across Segments 3 and 4?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Man B is described as looking out thoughtfully in both Segment 3 and Segment 4. Since his facial expression and posture do not change significantly, the reflection should preserve this consistent state over time.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:02.272020"
+          }
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When the camera returns to a similar position in Segment 5 as in Segment 3, does the reflection show the same content?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Since the camera returns to a comparable viewpoint and the characters’ positions and actions have not changed significantly, the reflection should remain consistent with earlier segments, showing the same spatial relationships and visual details.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:02.272033"
+          }
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "When the camera shifts to highlight the profiles of Man A and Man B against the lattice windows, what should the reflection show?",
+          "options": [
+            "A. Their backs facing the camera",
+            "B. Their faces and upper bodies in profile",
+            "C. The exterior brick column",
+            "D. The green lamp on the desk"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The camera focuses on their profiles, meaning the reflection should show their side-facing views. The reflection must match the actual orientation of the characters as seen from the camera’s new angle, capturing their facial expressions and attire correctly.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:02.272046"
+          }
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Does the reflection in the window show the correct orientation of Man B’s striped tie when the camera angle changes to a side view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt specifies that Man B wears a striped blue/purple tie, and the camera shifts to a side view. The reflection should accurately depict the tie’s position and stripe pattern from that angle, maintaining proper viewpoint alignment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:02.272053"
+          }
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "If the camera moves closer to the window in Segment 4, how should the reflection change?",
+          "options": [
+            "A. It should become clearer and show more detail of the interior",
+            "B. It should show less of the room and more of the outdoor scenery",
+            "C. It should disappear entirely",
+            "D. It should reflect only the lattice design"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Moving closer to the window increases the field of view of the reflection. The reflection should show more detailed elements of the interior, such as the map, desk, and clothing textures, due to improved resolution and proximity.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:02.272059"
+          }
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "When the camera returns to a previous position in Segment 5, is the reflection consistent with its earlier appearance in Segment 3?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Since the camera returns to a similar position and the characters remain in the same pose, the reflection should reproduce the same visual content as before, ensuring viewpoint memory consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:02.272065"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5"
+  },
+  {
+    "task_id": "mem_openhumanvid_8ae37cf1302690f05069bc82d5cc4d8502f32b3ea4fe097764698fe50147f2be",
+    "instance_id": "mem_openhumanvid_8ae37cf1302690f05069bc82d5cc4d8502f32b3ea4fe097764698fe50147f2be",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_8ae37cf1302690f05069bc82d5cc4d8502f32b3ea4fe097764698fe50147f2be.mp4",
+      "total_frames": 451,
+      "fps": 23.98,
+      "duration_sec": 18.81,
+      "reference_image_path": "inference_img/mem_openhumanvid_8ae37cf1302690f05069bc82d5cc4d8502f32b3ea4fe097764698fe50147f2be_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In an industrial setting with large stainless steel tanks and red piping, two men stand facing each other. The man on the left has dark, slightly curly hair, light stubble, and wears a dark olive-green jacket with visible buttons and pockets. The man on the right is bald, wears glasses, has a goatee, and is dressed in a dark blue or black plaid long-sleeve shirt. He holds a long-handled tool with a mesh-like scoop at the end. Throughout the video, the man on the right manipulates the tool, gesturing with it as he speaks, while the man on the left remains stationary, attentively listening. The background features control panels with illuminated buttons and gauges, and the lighting is dim with a focus on the two figures."
+        ],
+        "level_2": [
+          "The video begins with the two men standing in an industrial environment, characterized by large metallic tanks and red structural elements. The man on the left, with dark curly hair and light stubble, wears a dark olive-green jacket and listens intently. The man on the right, bald with a goatee and wearing glasses and a dark plaid shirt, holds a long-handled tool with a mesh scoop. He starts to gesture with the tool, explaining something as he moves it slightly. The camera remains steady, focusing on their interaction against the backdrop of industrial equipment.",
+          "Continuing from the initial scene, the man on the right becomes more animated with his gestures, using the tool to emphasize his points. The man on the left maintains his position, his expression shifting subtly as he processes the information. The background remains consistent, with the stainless steel tanks and control panels providing context to their discussion. The lighting continues to highlight the two figures, keeping the focus on their interaction.",
+          "In the final part of the sequence, the man on the right continues to use the tool, now pointing it towards the tank behind them, possibly indicating a specific feature or process. The man on the left nods slightly, showing understanding or agreement. The camera angle remains fixed, capturing the detailed expressions and movements of both men, with the industrial setting providing a constant, unchanging backdrop."
+        ],
+        "level_3": [
+          "The video opens with the two men positioned in an industrial facility, surrounded by large stainless steel tanks and red piping. The man on the left, sporting dark curly hair and light stubble, is dressed in a dark olive-green jacket. He stands calmly, facing the man on the right, who is bald, wears glasses, and has a goatee, dressed in a dark plaid shirt. The man on the right holds a long-handled tool with a mesh scoop, beginning to gesture with it as he speaks, drawing the attention of the other man.",
+          "As the scene progresses, the man on the right becomes more expressive with his tool, moving it in various directions to illustrate his points. His facial expressions become more animated, suggesting he is explaining something important. The man on the left remains attentive, his posture steady, occasionally nodding in response. The background, with its industrial equipment and control panels, remains unchanged, maintaining the setting's authenticity.",
+          "The interaction continues with the man on the right using the tool to point towards the large tank behind them, possibly highlighting a specific aspect of their work. His gestures are deliberate, and his tone seems to convey urgency or importance. The man on the left listens intently, his expression reflecting engagement and understanding. The camera stays focused on the two, ensuring their interaction remains the central element of the scene.",
+          "Moving into the next phase, the man on the right shifts the tool's position, now holding it closer to his body while continuing his explanation. His gestures are less expansive but remain purposeful. The man on the left maintains his stance, his gaze fixed on the other man, indicating active participation in the conversation. The industrial setting, with its metallic surfaces and red pipes, provides a consistent and immersive backdrop.",
+          "Finally, the man on the right concludes his explanation, holding the tool still as he looks directly at the man on the left. The man on the left nods slightly, signaling comprehension or agreement. The scene ends with both men standing in the same positions, the industrial environment unchanged, emphasizing the continuity and focus of their interaction throughout the video."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by the man on the right?",
+          "options": [
+            "A. Red",
+            "B. Blue",
+            "C. Black",
+            "D. Plaid (blue and black)"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the man on the right's bald head and glasses consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the man on the left change his position or orientation relative to the camera during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the man on the left maintain his dark curly hair and light stubble throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:17.978800"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man on the right continue to wear the same dark plaid long-sleeve shirt throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:17.978849"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Is the tool held by the man on the right always described as having a mesh-like scoop at the end?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:17.978864"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "How does the tool's usage change across segments?",
+          "options": [
+            "A. It disappears in Segment 4",
+            "B. It is modified to have a different head",
+            "C. It is consistently used with gestures and pointing",
+            "D. It is dropped and not picked up again"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:17.978870"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_8ae37cf1302690f05069bc82d5cc4d8502f32b3ea4fe097764698fe50147f2be"
+  },
+  {
+    "task_id": "mem_openhumanvid_648172ff667b555bdbe841c37896d863b957129f8ba0f72df65ef44490d1d632",
+    "instance_id": "mem_openhumanvid_648172ff667b555bdbe841c37896d863b957129f8ba0f72df65ef44490d1d632",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_648172ff667b555bdbe841c37896d863b957129f8ba0f72df65ef44490d1d632.mp4",
+      "total_frames": 462,
+      "fps": 25.0,
+      "duration_sec": 18.48,
+      "reference_image_path": "inference_img/mem_openhumanvid_648172ff667b555bdbe841c37896d863b957129f8ba0f72df65ef44490d1d632_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens with a close-up shot of a woman seated in a dimly lit room, her face softly illuminated by ambient light. She has medium-length dark hair pulled back, revealing her delicate features. She is wearing a light-colored floral short-sleeve dress with a subtle pattern, a thin gold necklace with a small pendant, and a ring on her left ring finger. A beige handbag rests on her lap. Initially, she appears contemplative, looking down at the handbag. She then reaches into the bag and retrieves a smartphone, which she holds in her right hand. The background is blurred, but hints of warm, muted colors suggest a cozy, intimate setting. She brings the phone to her ear and begins a conversation, her expression shifting subtly as she listens and speaks."
+        ],
+        "level_2": [
+          "The video begins with a close-up of a woman seated in a dimly lit room, her face softly illuminated. She has medium-length dark hair pulled back, wearing a light-colored floral short-sleeve dress with a subtle pattern, a thin gold necklace with a small pendant, and a ring on her left ring finger. A beige handbag rests on her lap. She appears contemplative, looking down at the handbag. In the next segment, she reaches into the bag and retrieves a smartphone, holding it in her right hand. The final segment shows her bringing the phone to her ear, beginning a conversation. Her expression changes slightly as she engages in the call, indicating attentiveness and involvement in the conversation."
+        ],
+        "level_3": [
+          "The video opens with a close-up shot of a woman seated in a dimly lit room, her face softly illuminated by ambient light. She has medium-length dark hair pulled back, revealing her delicate features. She is wearing a light-colored floral short-sleeve dress with a subtle pattern, a thin gold necklace with a small pendant, and a ring on her left ring finger. A beige handbag rests on her lap. Initially, she appears contemplative, looking down at the handbag.",
+          "Continuing from the previous scene, the woman reaches into the beige handbag resting on her lap and retrieves a smartphone. She holds the phone in her right hand, examining it briefly before preparing to make a call.",
+          "The woman brings the smartphone to her ear, beginning a conversation. Her expression shifts subtly as she listens and speaks, indicating attentiveness and involvement in the discussion. The background remains blurred, maintaining the intimate atmosphere.",
+          "As the conversation continues, her facial expressions change slightly, reflecting her engagement and emotional response to the dialogue. The lighting remains consistent, highlighting her features and the details of her attire.",
+          "Finally, the woman maintains her focus on the conversation, her posture steady and her expression thoughtful. The beige handbag remains on her lap, and the overall ambiance of the room stays warm and subdued, emphasizing the personal nature of the interaction."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman pick up a phone from off-screen to make a call?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the phone the woman uses for the call?",
+          "options": [
+            "A. Silver",
+            "B. Gold",
+            "C. Rose Gold",
+            "D. Black"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the phone visible in the woman's hand throughout the entire call?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which accessory remains consistently visible on the woman's left hand during the call?",
+          "options": [
+            "A. Ring",
+            "B. Bracelet",
+            "C. Watch",
+            "D. Necklace"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman’s floral dress remain visible throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:21:09.859680"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Is the beige handbag present on the woman’s lap in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:21:09.859738"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "What happens to the handbag when the woman reaches into it?",
+          "options": [
+            "A. It disappears from view",
+            "B. It remains on her lap",
+            "C. It changes color",
+            "D. It transforms into another object"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:21:09.859745"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the handbag reappear in its original form after being partially occluded?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:21:09.859754"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the background remain consistent across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:21:09.859768"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_648172ff667b555bdbe841c37896d863b957129f8ba0f72df65ef44490d1d632"
+  },
+  {
+    "task_id": "mem_openhumanvid_e49eaf7fb50ac654a3b5f1f1ec97b36bce3174aa741015475573ce357ca8bb5d",
+    "instance_id": "mem_openhumanvid_e49eaf7fb50ac654a3b5f1f1ec97b36bce3174aa741015475573ce357ca8bb5d",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_e49eaf7fb50ac654a3b5f1f1ec97b36bce3174aa741015475573ce357ca8bb5d.mp4",
+      "total_frames": 386,
+      "fps": 25.0,
+      "duration_sec": 15.44,
+      "reference_image_path": "inference_img/mem_openhumanvid_e49eaf7fb50ac654a3b5f1f1ec97b36bce3174aa741015475573ce357ca8bb5d_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens with a close-up shot of a man in a green pinstripe suit jacket and white shirt, seated on a striped armchair. He has short black hair and wears a silver wristwatch on his left wrist. In his right hand, he holds a silver-colored handgun, which he manipulates while looking down at it. A woman with curly dark hair, wearing a sleeveless pink top, leans closely against him, her head resting near his shoulder as she appears to whisper or speak softly to him. The background features a light-colored wall and the armchair's vertical striped pattern. The camera remains steady, focusing on the interaction between the two individuals and the man's handling of the gun."
+        ],
+        "level_2": [
+          "The video begins with the man in the green pinstripe suit seated on a striped armchair, holding a silver-colored handgun in his right hand. His short black hair and silver wristwatch are clearly visible. The woman in the pink sleeveless top leans into him, her head near his shoulder as if speaking to him. The man looks down at the gun, manipulating it slightly while maintaining a calm expression. The background remains consistent with a light-colored wall and the armchair's vertical stripes. The camera stays focused on the pair, capturing their subtle movements and the tension in the scene.",
+          "Continuing from the previous scene, the man in the green suit continues to hold the handgun, now raising it slightly as if preparing to use it. His gaze shifts from the gun to the woman beside him, who remains close, her head still near his shoulder. The man's expression becomes more serious, and he seems to be communicating with the woman, possibly giving instructions. The camera angle remains steady, emphasizing the interaction between the two and the growing intensity of the situation.",
+          "Finally, the man in the green suit maintains his grip on the handgun, now pointing it slightly forward. The woman in the pink top continues to lean against him, her proximity suggesting a deep connection or dependency. The man's expression is firm, and he appears to be speaking to the woman, who listens intently. The background remains unchanged, with the striped armchair and light-colored wall providing a stable setting. The camera remains focused on the pair, highlighting the final moments of their interaction."
+        ],
+        "level_3": [
+          "The video opens with a close-up of a man in a green pinstripe suit jacket and white shirt, seated on a striped armchair. He has short black hair and wears a silver wristwatch on his left wrist. In his right hand, he holds a silver-colored handgun, which he examines closely. A woman with curly dark hair, wearing a sleeveless pink top, leans against him, her head near his shoulder as if whispering to him. The background features a light-colored wall and the armchair's vertical stripes. The camera remains steady, focusing on the man's hands and the woman's proximity.",
+          "As the scene progresses, the man in the green suit continues to manipulate the handgun in his right hand, his fingers adjusting its position. His gaze remains fixed on the weapon, and his expression is calm but focused. The woman beside him remains close, her head still near his shoulder, suggesting an intimate or tense moment. The camera angle stays consistent, capturing the subtle movements of the man's hands and the woman's slight shifts in posture.",
+          "The man in the green suit raises the handgun slightly, his right hand gripping it firmly. His eyes shift from the gun to the woman beside him, who continues to lean against him. The man's expression becomes more serious, and he appears to be speaking to the woman, possibly giving instructions. The woman listens intently, her head still near his shoulder. The background remains unchanged, with the striped armchair and light-colored wall providing a stable setting.",
+          "The man in the green suit maintains his grip on the handgun, now pointing it slightly forward. His expression is firm, and he continues to communicate with the woman beside him, who remains close, her head near his shoulder. The woman listens attentively, her body language suggesting a deep connection or dependency. The camera remains focused on the pair, emphasizing the intensity of the moment.",
+          "In the final moments of the video, the man in the green suit keeps the handgun pointed slightly forward, his right hand steady. The woman in the pink top continues to lean against him, her head near his shoulder, indicating a sense of trust or reliance. The man's expression remains serious, and he appears to be speaking to the woman, who listens intently. The background remains consistent, with the striped armchair and light-colored wall providing a stable setting. The camera stays focused on the pair, capturing the culmination of their interaction."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man continue to hold the same silver-colored handgun throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the man's left wristwatch visible in all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "How does the man manipulate the handgun?",
+          "options": [
+            "A. He rotates it in his hand",
+            "B. He points it upwards",
+            "C. He adjusts the grip and aims it",
+            "D. He hides it under his jacket"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the man's facial expression change from neutral to serious while handling the gun?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man maintain the same short black hair throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:21:05.625783"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Is the handgun consistently described as silver-colored across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:21:05.625830"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Is the silver wristwatch mentioned in both Level 1 and Level 3 prompts?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:21:05.625845"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the background remain consistent across all five segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:21:05.625860"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_e49eaf7fb50ac654a3b5f1f1ec97b36bce3174aa741015475573ce357ca8bb5d"
+  },
+  {
+    "task_id": "mem_openhumanvid_e4d23edb0f34bdd2c5f7282819eec3d83ff0a11016abed20074b8dfdd892b67e",
+    "instance_id": "mem_openhumanvid_e4d23edb0f34bdd2c5f7282819eec3d83ff0a11016abed20074b8dfdd892b67e",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_e4d23edb0f34bdd2c5f7282819eec3d83ff0a11016abed20074b8dfdd892b67e.mp4",
+      "total_frames": 396,
+      "fps": 25.0,
+      "duration_sec": 15.84,
+      "reference_image_path": "inference_img/mem_openhumanvid_e4d23edb0f34bdd2c5f7282819eec3d83ff0a11016abed20074b8dfdd892b67e_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video depicts two men dressed in traditional attire standing near an old stone well in a courtyard with red walls adorned with intricate gray and gold patterns. Both men have long dark hair tied back. They wear matching blue long-sleeved shirts, dark gray vests, black loose-fitting pants, and black flat shoes. One man wears white cloth gloves on his left hand, while the other holds a small bundle of sticks or twigs. The scene begins with them facing each other, seemingly engaged in conversation. The man holding the bundle gestures slightly as they talk. Eventually, the man without gloves exits the frame to the right, leaving the other man alone. He then sits down on the edge of the well, looking contemplative."
+        ],
+        "level_2": [
+          "The video opens with two men in traditional attire standing near a stone well in a courtyard with red walls featuring ornate gray and gold designs. Both men have long dark hair tied back and are dressed in blue long-sleeved shirts, gray vests, black pants, and black flat shoes. One man wears white gloves on his left hand, while the other holds a small bundle of sticks. They face each other, appearing to converse, with the man holding the bundle gesturing subtly. As the interaction continues, the man without gloves turns and walks out of the frame to the right. The remaining man stands for a moment, then moves to sit on the edge of the well, looking down thoughtfully.",
+          "Continuing from the previous scene, the man who was left alone by the well now sits down on its edge. He is still wearing his blue shirt, gray vest, black pants, and black shoes, with the white glove visible on his left hand. His posture suggests he is reflecting or waiting. The background remains consistent, with the red wall and decorative patterns clearly visible. The camera remains steady, focusing on the man as he settles into a seated position.",
+          "Finally, the man remains seated on the edge of the well, looking down at the ground. His posture is relaxed but thoughtful, with his hands resting on his lap. The white glove on his left hand is still prominent. The surrounding environment, including the stone well and the red wall with intricate designs, remains unchanged. The lighting is natural, suggesting it is daytime, and the overall atmosphere is calm and reflective."
+        ],
+        "level_3": [
+          "The video begins with two men in traditional attire standing near a stone well in a courtyard. The man on the left wears white gloves on his left hand and holds a small bundle of sticks, while the man on the right has no gloves and appears to be listening. Both are dressed in blue shirts, gray vests, black pants, and black shoes. They face each other, seemingly engaged in a quiet conversation. The background features a red wall with ornate gray and gold patterns, and the well is made of weathered stone.",
+          "As the conversation continues, the man without gloves gestures slightly with his free hand while speaking. The man holding the bundle listens attentively, nodding occasionally. The setting remains the same, with the stone well and red wall providing a static backdrop. The camera remains focused on the two men, capturing their subtle movements and expressions.",
+          "The man without gloves then turns and walks out of the frame to the right, leaving the other man alone by the well. The man who remains looks down briefly, then begins to move toward the well's edge. The camera follows his movement slightly, maintaining focus on him as he approaches the well.",
+          "The man sits down on the edge of the well, his posture relaxed but contemplative. He looks down at the ground, his hands resting on his lap. The white glove on his left hand is still visible, and his blue shirt and gray vest remain unchanged. The background, including the red wall and decorative patterns, stays consistent throughout.",
+          "Finally, the man remains seated on the edge of the well, looking down thoughtfully. His body language suggests he is reflecting or waiting. The camera remains steady, capturing the serene and contemplative mood of the scene. The stone well and red wall with intricate designs continue to frame the shot, emphasizing the peaceful atmosphere."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "After the man with the bundle of sticks exits the frame, does the remaining man retain his white glove on his left hand?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the shirts worn by both men?",
+          "options": [
+            "A. Red",
+            "B. Blue",
+            "C. Gray",
+            "D. Black"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the man who sits down on the well's edge still have the same hairstyle as before?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the main accessory visible on one of the men?",
+          "options": [
+            "A. A hat",
+            "B. A watch",
+            "C. White gloves",
+            "D. A necklace"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the bundle of sticks or twigs still visible in the hands of the man who exited the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the man who remains by the well after the other leaves have white gloves on his left hand?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:25.649630"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which man is described as holding a bundle of sticks?",
+          "options": [
+            "A. The man with gloves",
+            "B. The man without gloves",
+            "C. Both men",
+            "D. Neither man"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:25.649664"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the man sitting on the well still wear his blue shirt and gray vest?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:25.649677"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What color are the pants worn by both men?",
+          "options": [
+            "A. Gray",
+            "B. Black",
+            "C. Blue",
+            "D. Brown"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:25.649684"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is the bundle of sticks still held by the man after he exits the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:25.649693"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which accessory is retained by the man who stays at the well?",
+          "options": [
+            "A. Bundle of sticks",
+            "B. White glove",
+            "C. Both",
+            "D. Neither"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:25.649700"
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Does the red wall with ornate patterns remain visible in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:25.649707"
+        },
+        {
+          "question_id": "13",
+          "type": "multiple_choice",
+          "question": "What is the primary material of the well?",
+          "options": [
+            "A. Wood",
+            "B. Metal",
+            "C. Weathered stone",
+            "D. Brick"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:25.649725"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_e4d23edb0f34bdd2c5f7282819eec3d83ff0a11016abed20074b8dfdd892b67e"
+  },
+  {
+    "task_id": "mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2",
+    "instance_id": "mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2.mp4",
+      "total_frames": 365,
+      "fps": 24.0,
+      "duration_sec": 15.21,
+      "reference_image_path": "inference_img/mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens in a bright, modern hallway with white walls and large arched doorways. A group of elegantly dressed individuals is walking towards the camera. In the foreground, a woman in an orange and black vertically striped off-shoulder jumpsuit, paired with black high-heeled sandals and large hoop earrings, turns her back to the camera as she walks. She then stops, turns around to face a man in a pink suit, and they shake hands. Another woman in a leopard print top and white pants stands nearby, observing the interaction. As the scene progresses, more people join the group, including a woman in a black lace dress holding a white folder and a man in a purple outfit. The background features tall black vases and a well-lit interior space with shelves displaying various items."
+        ],
+        "level_2": [
+          "The video begins with a group of people walking down a bright, modern hallway. The focus is on a woman wearing an orange and black vertically striped off-shoulder jumpsuit, black high-heeled sandals, and large hoop earrings. She initially walks away from the camera, then turns around to greet a man in a pink suit. They shake hands as another woman in a leopard print top and white pants stands beside them. The camera follows their movement as they stop and engage in conversation. In the background, other individuals begin to appear, including a woman in a black lace dress holding a white folder and a man in a purple outfit.",
+          "Continuing from the previous scene, the group remains in the same bright hallway. The woman in the orange and black striped jumpsuit continues to interact with the man in the pink suit, gesturing with her hand as they converse. The woman in the leopard print top and white pants remains by their side, observing the exchange. The camera angle shifts slightly to include more of the background, where additional people are entering the scene, including a woman in a black lace dress and a man in a purple outfit. The atmosphere is formal and elegant, with the group appearing to be engaged in a significant discussion.",
+          "Finally, the scene concludes with the group still gathered in the hallway. The woman in the orange and black striped jumpsuit is now facing the camera directly, continuing her conversation with the man in the pink suit. The woman in the leopard print top and white pants stands close by, while the woman in the black lace dress and the man in the purple outfit are positioned further back, observing the interaction. The camera remains steady, capturing the formal and composed demeanor of all individuals. The background remains consistent, with tall black vases and a well-lit interior space visible throughout."
+        ],
+        "level_3": [
+          "The video opens with a group of elegantly dressed individuals walking down a bright, modern hallway. The camera focuses on a woman wearing an orange and black vertically striped off-shoulder jumpsuit, black high-heeled sandals, and large hoop earrings. She walks away from the camera, then turns around to greet a man in a pink suit. The hallway is adorned with tall black vases and features a well-lit interior space with shelves displaying various items in the background.",
+          "As the scene progresses, the woman in the orange and black striped jumpsuit shakes hands with the man in the pink suit. Another woman, dressed in a leopard print top and white pants, stands beside them, observing the interaction. The camera follows their movement, capturing the formal and composed demeanor of the group. In the background, other individuals begin to appear, including a woman in a black lace dress holding a white folder.",
+          "The group continues to gather in the hallway, with the woman in the orange and black striped jumpsuit engaging in conversation with the man in the pink suit. The woman in the leopard print top and white pants remains by their side, while the woman in the black lace dress and the man in the purple outfit are now more prominently visible in the background. The camera angle shifts slightly to include these new arrivals, maintaining the formal and elegant atmosphere of the scene.",
+          "The interaction between the woman in the orange and black striped jumpsuit and the man in the pink suit continues, with the woman gesturing as they converse. The woman in the leopard print top and white pants stands close by, while the woman in the black lace dress and the man in the purple outfit observe the exchange. The background remains consistent, with the tall black vases and well-lit interior space providing a sophisticated setting.",
+          "The scene concludes with the group still gathered in the hallway. The woman in the orange and black striped jumpsuit faces the camera directly, continuing her conversation with the man in the pink suit. The woman in the leopard print top and white pants stands close by, while the woman in the black lace dress and the man in the purple outfit are positioned further back, observing the interaction. The camera remains steady, capturing the formal and composed demeanor of all individuals, with the background elements remaining consistent throughout."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman in the orange and black striped outfit maintain the same hairstyle (long dark hair tied back) before and after turning around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the jumpsuit worn by the main person in the video?",
+          "options": [
+            "A. Orange",
+            "B. Black",
+            "C. White",
+            "D. Pink"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the large hoop earrings visible on the woman's ears both before and after she turns around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of footwear is the woman wearing in the video?",
+          "options": [
+            "A. Sandals",
+            "B. High heels",
+            "C. Sneakers",
+            "D. Flats"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the pattern on the woman's jumpsuit (orange and black stripes) remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the woman in the orange and black striped jumpsuit maintain her identity when she turns to face the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:49.412706"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the challenge in maintaining the woman's identity across segments?",
+          "options": [
+            "A. Her clothing changes color",
+            "B. She disappears and reappears",
+            "C. Her orientation changes significantly",
+            "D. She is replaced by another person"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:49.412751"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the woman in the striped jumpsuit wear the same outfit throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:49.412763"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What aspect of the woman’s attire must remain unchanged for consistency?",
+          "options": [
+            "A. Hair color",
+            "B. Striped pattern and accessories",
+            "C. Shoe brand",
+            "D. Makeup style"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:49.412770"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are the individuals in the group distinguishable by their clothing and positioning?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:49.412786"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which individual is consistently observed standing beside the main pair?",
+          "options": [
+            "A. Woman in black lace dress",
+            "B. Man in purple outfit",
+            "C. Woman in leopard print top",
+            "D. Woman in striped jumpsuit"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:49.412794"
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Do the tall black vases appear in every segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:49.412802"
+        },
+        {
+          "question_id": "13",
+          "type": "multiple_choice",
+          "question": "Which background element must persist across all segments to ensure consistency?",
+          "options": [
+            "A. A moving light source",
+            "B. Tall black vases",
+            "C. Changing wall colors",
+            "D. Animated shelves"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:49.412808"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2"
+  },
+  {
+    "task_id": "mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53",
+    "instance_id": "mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53.mp4",
+      "total_frames": 894,
+      "fps": 50.0,
+      "duration_sec": 17.88,
+      "reference_image_path": "inference_img/mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In a well-lit indoor setting, an adult male wearing a brown t-shirt and glasses stands observing two children in matching yellow polo shirts. The boy gestures animatedly towards a poster on the wall, engaging in a conversation with the girl beside him. The adult remains attentive, occasionally nodding, while the children appear to be explaining or discussing the content of the poster. The background features a potted plant and hanging bags, adding to the casual, educational atmosphere."
+        ],
+        "level_2": [
+          "The scene opens with the adult male standing to the left, hands clasped, as he looks down at the two children. The boy, positioned in the center, begins to speak and gesture towards the poster, drawing the girl's attention. The girl, on the right, listens intently, her expression focused. The adult maintains his posture, observing the interaction between the children.",
+          "As the boy continues to explain, pointing at specific parts of the poster, the girl turns her head slightly to follow his gestures. The adult shifts his gaze between the children and the poster, showing interest in their discussion. The environment remains consistent, with the posters and decorations providing context to their interaction.",
+          "The boy becomes more animated, using both hands to emphasize his points, while the girl nods subtly, indicating understanding. The adult leans slightly forward, appearing more engaged. The camera remains steady, capturing the dynamic exchange between the three individuals."
+        ],
+        "level_3": [
+          "The video begins with the adult male standing on the left, wearing a brown t-shirt and glasses, hands clasped. To his right are two children in yellow polo shirts. The boy starts speaking and gesturing towards a poster on the wall, while the girl stands beside him, listening attentively. The background includes a potted plant and hanging bags, suggesting a casual, educational setting.",
+          "The boy continues to point at the poster, explaining something to the girl. The girl turns her head to look at the poster as well, her expression showing curiosity. The adult male watches them, occasionally nodding, maintaining a calm and observant demeanor. The lighting is consistent, highlighting the details of their clothing and the poster.",
+          "The boy becomes more expressive, using hand gestures to emphasize his points. The girl listens closely, her head slightly tilted, indicating engagement. The adult male shifts his weight slightly, leaning forward to get a better view of the poster. The camera angle remains fixed, focusing on the interaction between the three.",
+          "The boy continues to gesture towards different parts of the poster, explaining its content to the girl. The girl nods and looks at the poster, absorbing the information. The adult male remains attentive, his gaze alternating between the children and the poster. The background elements, including the plant and bags, remain unchanged.",
+          "The boy concludes his explanation, still pointing at the poster, while the girl looks thoughtful, possibly processing what she has learned. The adult male smiles faintly, showing approval or amusement. The scene ends with the three individuals still engaged in their discussion, the poster serving as the focal point of their interaction."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the adult male's hair color remain consistent?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the adult male consistently wearing glasses?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the adult male's t-shirt color remain unchanged?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the watch on the adult male's left wrist consistently visible?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the adult male maintain a similar posture throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "openhumanvid_full_regen",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53"
+  },
+  {
+    "task_id": "mem_openhumanvid_be4fb95cc857fd79d91412b4ec979e8e80042522930bd26b6cb3adccdff3b38f",
+    "instance_id": "mem_openhumanvid_be4fb95cc857fd79d91412b4ec979e8e80042522930bd26b6cb3adccdff3b38f",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_be4fb95cc857fd79d91412b4ec979e8e80042522930bd26b6cb3adccdff3b38f.mp4",
+      "total_frames": 392,
+      "fps": 25.0,
+      "duration_sec": 15.68,
+      "reference_image_path": "inference_img/mem_openhumanvid_be4fb95cc857fd79d91412b4ec979e8e80042522930bd26b6cb3adccdff3b38f_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "Two individuals dressed in flowing white attire stand on a small wooden raft floating serenely on a calm river. The backdrop features lush green trees and towering rocky cliffs, creating a tranquil and picturesque scene. The camera slowly zooms out, revealing more of the expansive natural environment, before transitioning to a close-up shot of one person's foot stepping onto the raft, surrounded by scattered petals."
+        ],
+        "level_2": [
+          "The scene opens with two figures in white garments standing still on a narrow wooden raft in the middle of a still river. The surrounding landscape is rich with dense green foliage and rugged cliffs rising majestically in the background. The water reflects the serene environment, enhancing the peaceful atmosphere. As the camera gradually pulls back, the vastness of the natural setting becomes more apparent.",
+          "The two individuals remain motionless on the raft, their white clothing contrasting with the dark water and vibrant greenery. The camera continues its slow retreat, emphasizing the isolation and harmony of the scene. The reflection of the cliffs and trees in the water adds depth and symmetry to the composition.",
+          "The perspective shifts dramatically as the camera moves closer to the raft, focusing on the details of the environment. The final frame captures a close-up of one individual's foot, clad in a soft, gray boot, gently stepping onto the raft amidst a scattering of delicate petals."
+        ],
+        "level_3": [
+          "The video begins with a wide shot of two people in white robes standing on a small wooden raft centered in a calm river. The river is flanked by dense green trees and backed by imposing rocky cliffs. The water is so still that it mirrors the surrounding scenery perfectly, creating a sense of tranquility and timelessness.",
+          "As the camera slowly zooms out, the full scope of the natural setting is revealed. The lush greenery and towering cliffs dominate the background, while the raft remains the focal point in the center of the frame. The stillness of the water enhances the reflective quality, doubling the beauty of the landscape.",
+          "The camera continues its gradual retreat, further emphasizing the vastness of the environment. The two figures on the raft remain unchanged, their white attire standing out against the darker tones of the water and the greenery. The reflection in the water becomes more prominent, adding a layer of visual complexity.",
+          "The scene transitions smoothly as the camera moves closer to the raft, shifting focus from the broader landscape to the details of the immediate surroundings. The water's surface is now visible, showing subtle ripples and the gentle movement of the raft.",
+          "In the final segment, the camera focuses tightly on one individual's foot, clad in a soft gray boot, as it steps onto the raft. The ground is covered with scattered petals, adding a delicate and ethereal touch to the scene. The close-up shot highlights the texture of the boot and the softness of the petals, concluding the video with a sense of intimacy and detail."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Do the two individuals maintain their positions on the raft across different frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is there any noticeable change in the clothing of the individuals between the initial and subsequent frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Do the individuals appear to be the same people throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Are there any changes in the posture or stance of the individuals that suggest a different person?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Do the visual features of the individuals, such as clothing and position, remain consistent when transitioning from wide shots to close-ups?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "openhumanvid_full_regen",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_be4fb95cc857fd79d91412b4ec979e8e80042522930bd26b6cb3adccdff3b38f"
+  },
+  {
+    "task_id": "mem_openhumanvid_d5e1d57e200d8bffefcba4adcc12e630e32e76d77bcca75e6df4b07bec375183",
+    "instance_id": "mem_openhumanvid_d5e1d57e200d8bffefcba4adcc12e630e32e76d77bcca75e6df4b07bec375183",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_d5e1d57e200d8bffefcba4adcc12e630e32e76d77bcca75e6df4b07bec375183.mp4",
+      "total_frames": 433,
+      "fps": 25.0,
+      "duration_sec": 17.32,
+      "reference_image_path": "inference_img/mem_openhumanvid_d5e1d57e200d8bffefcba4adcc12e630e32e76d77bcca75e6df4b07bec375183_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens with a close-up of a man's hands as he handles a legal document titled 'AGREEMENT BETWEEN BRISTOL & AVON CONSTABULARY AND CHRISTIAN TAYLOR.' The document is marked 'RESTRICTED' and contains detailed text about an agreement involving cooperation in police investigations. The man, wearing a gray long-sleeved sweatshirt under a blue sleeveless vest, uses a black pen to point at specific sections of the document. As the camera slowly pulls back, his face comes into view; he is wearing a black durag with strings hanging down, has a beard and mustache, and maintains a serious expression while looking directly at the camera. The setting appears to be a sterile, institutional room with light-colored walls, a window, and some posters or notices on the wall in the background."
+        ],
+        "level_2": [
+          "The video begins with a close-up shot of a man's hands holding and pointing to a legal document labeled 'AGREEMENT BETWEEN BRISTOL & AVON CONSTABULARY AND CHRISTIAN TAYLOR.' The document is filled with dense text and marked 'RESTRICTED.' The man, dressed in a gray long-sleeved sweatshirt and a blue sleeveless vest, uses a black pen to highlight specific parts of the agreement. The camera then starts to pull back, revealing more of the man's upper body and eventually his face. He is wearing a black durag with strings hanging down, has a neatly trimmed beard and mustache, and looks directly at the camera with a serious and contemplative expression.",
+          "As the camera continues to pull back, the man's full upper body becomes visible. He is seated in what appears to be an institutional setting, possibly a police station or interrogation room, with light-colored walls, a window, and some posters or notices on the wall in the background. His attire remains consistent: a gray long-sleeved sweatshirt under a blue sleeveless vest, and a black durag with strings hanging down. He holds the black pen in his right hand, resting it on the document, and maintains a focused gaze towards the camera.",
+          "The final segment shows the man from the chest up, with the camera now fully revealing his face. He wears a black durag with strings hanging down, a gray long-sleeved sweatshirt, and a blue sleeveless vest. His facial features, including his beard and mustache, are clearly visible. He looks directly at the camera with a serious expression, occasionally glancing down at the document in front of him. The background remains consistent, showing the institutional setting with light-colored walls, a window, and some posters or notices on the wall."
+        ],
+        "level_3": [
+          "The video opens with a close-up shot of a man's hands as he holds and points to a legal document titled 'AGREEMENT BETWEEN BRISTOL & AVON CONSTABULARY AND CHRISTIAN TAYLOR.' The document is marked 'RESTRICTED' and contains detailed text about an agreement involving cooperation in police investigations. The man, wearing a gray long-sleeved sweatshirt under a blue sleeveless vest, uses a black pen to highlight specific sections of the agreement. The camera is initially focused on the document and his hands, capturing the texture of the paper and the details of the text.",
+          "As the camera begins to pull back, more of the man's upper body becomes visible. He is seated at a table, and his attire is revealed: a gray long-sleeved sweatshirt under a blue sleeveless vest, and a black durag with strings hanging down. His hands continue to hold the document and the black pen, and he appears to be carefully examining the text. The background starts to come into view, showing a light-colored wall with a window and some posters or notices on the wall.",
+          "The camera continues to pull back, revealing the man's full upper body and part of his face. He is seated in what appears to be an institutional setting, possibly a police station or interrogation room, with light-colored walls, a window, and some posters or notices on the wall in the background. His attire remains consistent: a gray long-sleeved sweatshirt under a blue sleeveless vest, and a black durag with strings hanging down. He holds the black pen in his right hand, resting it on the document, and maintains a focused gaze towards the camera.",
+          "The camera now focuses on the man's face as it pulls back further. He is wearing a black durag with strings hanging down, a gray long-sleeved sweatshirt, and a blue sleeveless vest. His facial features, including his beard and mustache, are clearly visible. He looks directly at the camera with a serious expression, occasionally glancing down at the document in front of him. The background remains consistent, showing the institutional setting with light-colored walls, a window, and some posters or notices on the wall.",
+          "In the final segment, the man maintains his serious expression, looking directly at the camera. His attire and accessories remain unchanged: a black durag with strings hanging down, a gray long-sleeved sweatshirt, and a blue sleeveless vest. The camera angle provides a clear view of his face and upper body, with the institutional setting in the background remaining consistent. The lighting is soft, highlighting his facial features and the details of his clothing."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man wearing the black durag have the same facial hair (beard and mustache) visible in both the close-up of the document and the full-face shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the vest worn by the main person in the video?",
+          "options": [
+            "A. Gray",
+            "B. Blue",
+            "C. Black",
+            "D. Red"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man holding the same black pen in his right hand throughout the sequence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of headwear does the man wear in the video?",
+          "options": [
+            "A. Baseball cap",
+            "B. Bandana",
+            "C. Durag",
+            "D. Hat"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's clothing (gray sweatshirt under a blue vest) remain unchanged from the moment he is partially shown to when the full-face shot is revealed?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the man’s facial identity remain consistent as the camera pulls back?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:59.658350"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the man’s facial features across all segments?",
+          "options": [
+            "A. Beard and mustache are present throughout",
+            "B. Facial hair changes from segment 1 to 5",
+            "C. He wears glasses in later segments",
+            "D. His beard is trimmed differently in each segment"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:59.658386"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the man’s clothing change between segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:59.658398"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What is the correct combination of clothing items worn by the man?",
+          "options": [
+            "A. Gray shirt and red vest",
+            "B. Blue shirt and gray vest",
+            "C. Gray long-sleeved sweatshirt under a blue sleeveless vest",
+            "D. Black shirt and blue jacket"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:59.658406"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is the black pen visible in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:59.658414"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "What accessory is consistently described on the man’s head?",
+          "options": [
+            "A. Hat",
+            "B. Bandana",
+            "C. Black durag with strings hanging down",
+            "D. Cap"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:59.658421"
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Does the camera perform a continuous zoom-out from close-up to wide shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:59.658429"
+        },
+        {
+          "question_id": "13",
+          "type": "multiple_choice",
+          "question": "How does the camera movement affect the visibility of the man’s face?",
+          "options": [
+            "A. The face is revealed gradually as the camera pulls back",
+            "B. The face appears suddenly in the final segment",
+            "C. The face is hidden throughout",
+            "D. The camera pans left to reveal the face"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:59.658435"
+        },
+        {
+          "question_id": "14",
+          "type": "binary",
+          "question": "Are background elements like the window and posters revealed consistently as the camera pulls back?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:59.658442"
+        },
+        {
+          "question_id": "15",
+          "type": "multiple_choice",
+          "question": "What happens to the background as the camera pulls back?",
+          "options": [
+            "A. It becomes blurry",
+            "B. It remains hidden",
+            "C. It is revealed gradually and consistently",
+            "D. It changes color"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:59.658449"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_d5e1d57e200d8bffefcba4adcc12e630e32e76d77bcca75e6df4b07bec375183"
+  },
+  {
+    "task_id": "mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067",
+    "instance_id": "mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067.mp4",
+      "total_frames": 410,
+      "fps": 23.98,
+      "duration_sec": 17.1,
+      "reference_image_path": "inference_img/mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A man with blonde hair, wearing sunglasses, a yellow Hawaiian shirt over a white 'CHAMPION' t-shirt, blue jeans, and a brown tool belt, walks confidently across a sloped roof. The camera follows him from a high angle, gradually zooming in as he moves towards the edge of the roof near a large, tilted antenna structure. Surrounded by lush green trees and bushes, the bright sunlight casts sharp shadows, highlighting his casual yet purposeful demeanor. As he reaches the antenna, he pauses briefly before removing his shirt, revealing a toned torso."
+        ],
+        "level_2": [
+          "The man begins walking across the roof, moving steadily toward the camera. The roof is covered in light gray shingles, and the background is filled with dense green foliage. The camera maintains a high-angle shot, slowly panning to keep him centered as he approaches the large, metallic antenna structure on the right side of the frame. His attire remains consistent, with the yellow Hawaiian shirt slightly open, revealing the white t-shirt underneath.",
+          "As the man continues walking, the camera zooms in closer, focusing more on his upper body and facial features. He appears relaxed but determined, occasionally glancing around. The antenna structure becomes more prominent in the frame, and the background reveals a distant view of a hazy cityscape or valley. His movements are smooth and deliberate, suggesting familiarity with the environment.",
+          "The man reaches the base of the antenna and stops momentarily, placing one hand on his hip. He adjusts his sunglasses and runs his other hand through his blonde hair. The camera captures this moment in a medium close-up, emphasizing his confident posture and the details of his clothing, including the tool belt around his waist. The surrounding greenery and distant landscape remain visible in the background."
+        ],
+        "level_3": [
+          "The man starts walking across the roof, moving from the left side of the frame toward the center. The camera follows him from a high angle, capturing the texture of the shingles beneath his feet and the dense green foliage in the background. His yellow Hawaiian shirt flutters slightly as he walks, and his sunglasses reflect the bright sunlight. The antenna structure is visible on the right, beginning to come into focus as he approaches it.",
+          "As the man continues his walk, the camera begins to zoom in, transitioning from a wide shot to a medium shot. His facial expression remains neutral, and he occasionally looks around, taking in his surroundings. The details of his clothing become clearer, including the floral patterns on his shirt and the 'CHAMPION' logo on his t-shirt. The antenna structure grows larger in the frame, indicating his proximity to it.",
+          "The man reaches the base of the antenna and comes to a stop. The camera is now in a medium close-up, capturing his upper body and face in detail. He places one hand on his hip and adjusts his sunglasses with the other. The background shows a mix of greenery and a distant, hazy landscape, possibly a city or valley. His posture is relaxed yet assertive, and he seems to be contemplating his next move.",
+          "The man stands near the antenna, his body angled slightly away from the camera. He uses both hands to adjust his hair, running them through his blonde locks. The camera remains focused on him, capturing the movement of his arms and the way his muscles flex under the sunlight. The antenna structure is prominently featured in the foreground, while the greenery and distant landscape provide a serene backdrop.",
+          "Finally, the man removes his yellow Hawaiian shirt, revealing his bare torso. The camera captures the motion in a close-up shot, emphasizing the contrast between his sun-kissed skin and the vibrant colors of his shirt. He tosses the shirt aside, his movements fluid and confident. The antenna structure remains in the foreground, and the background of greenery and distant landscape completes the scene."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the person maintain the same hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Are the sunglasses worn consistently by the person?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the person's clothing (shirt, jeans, tool belt) remain unchanged?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the 'CHAMPION' text on the t-shirt visible and consistent?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the person remove their shirt during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "openhumanvid_full_regen",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067"
+  },
+  {
+    "task_id": "mem_openhumanvid_123bf0e9ebe6b06efc7a9d81637b6990353e5fc637a15463577b0567bdaad0fd",
+    "instance_id": "mem_openhumanvid_123bf0e9ebe6b06efc7a9d81637b6990353e5fc637a15463577b0567bdaad0fd",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_123bf0e9ebe6b06efc7a9d81637b6990353e5fc637a15463577b0567bdaad0fd.mp4",
+      "total_frames": 449,
+      "fps": 25.0,
+      "duration_sec": 17.96,
+      "reference_image_path": "inference_img/mem_openhumanvid_123bf0e9ebe6b06efc7a9d81637b6990353e5fc637a15463577b0567bdaad0fd_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In a bustling ancient marketplace, three men in traditional East Asian attire walk through the crowd. The central figure, distinguished by his long dark hair tied in a top knot and ornate white and gray robe with intricate embroidery, holds a piece of food. He is flanked by two other men, one in a blue and gray ensemble with a leather belt and the other in a blue and white outfit with red accents. As they move forward, the camera follows them smoothly, capturing the lively atmosphere of the market with vendors, barrels, and people in various colorful garments. The scene is bathed in warm sunlight, highlighting the detailed textures of their clothing and the vibrant activity around them."
+        ],
+        "level_2": [
+          "The scene opens with the three men walking side by side through a crowded marketplace. The central figure, wearing a white and gray robe with detailed embroidery and holding a piece of food, is the focal point. To his left, a man in a blue and gray outfit with a leather belt walks calmly, while to his right, another man in a blue and white ensemble with red accents gestures subtly. The background is filled with people in traditional attire, wooden stalls, and barrels, all under bright sunlight. The camera maintains a steady follow shot, keeping the trio centered as they navigate the bustling environment.",
+          "As the trio continues their walk, the central figure takes a bite of the food he is holding, savoring it while engaging in conversation with the man on his right. The man on the left remains composed, occasionally glancing at his companions. The market around them is alive with activity; vendors are seen interacting with customers, and the air is filled with the sounds of commerce. The lighting remains consistent, casting soft shadows and emphasizing the rich colors of the scene.",
+          "The group moves deeper into the marketplace, passing by more stalls and interacting briefly with other pedestrians. The central figure continues to enjoy his food, now looking more relaxed and engaged in the conversation. The man on the right smiles and gestures animatedly, while the man on the left maintains a steady pace. The camera angle shifts slightly, revealing more of the market's depth and the variety of goods on display, from fresh produce to woven baskets."
+        ],
+        "level_3": [
+          "The video begins with the three men walking through a lively ancient marketplace. The central figure, dressed in a white and gray robe with intricate embroidery and holding a piece of food, is the main focus. He is accompanied by two men, one in a blue and gray outfit with a leather belt and the other in a blue and white ensemble with red accents. The market is bustling with people in traditional attire, wooden stalls, and barrels, all illuminated by warm sunlight. The camera follows them smoothly, keeping them centered as they move forward.",
+          "As they continue walking, the central figure takes a bite of the food he is holding, savoring it while engaging in conversation with the man on his right. The man on the left remains composed, occasionally glancing at his companions. The background is filled with the vibrant activity of the market, with vendors interacting with customers and the air filled with the sounds of commerce. The lighting remains consistent, highlighting the detailed textures of their clothing and the lively atmosphere.",
+          "The trio navigates further into the marketplace, passing by more stalls and interacting briefly with other pedestrians. The central figure continues to enjoy his food, now looking more relaxed and engaged in the conversation. The man on the right smiles and gestures animatedly, while the man on the left maintains a steady pace. The camera angle shifts slightly, revealing more of the market's depth and the variety of goods on display, from fresh produce to woven baskets.",
+          "The scene transitions to show the group moving past a vendor stall where a woman in a floral robe is seen interacting with a customer. The central figure continues to hold his food, now looking towards the vendor, while the man on the right gestures towards the stall. The man on the left looks ahead, maintaining his calm demeanor. The market remains bustling, with the warm sunlight casting soft shadows and highlighting the rich colors of the scene.",
+          "In the final moments, the trio continues their journey through the marketplace, now passing by a different section with more wooden structures and additional stalls. The central figure takes another bite of his food, still engaged in conversation with the man on his right. The man on the left looks around, observing the surroundings. The camera follows them closely, capturing the dynamic and vibrant atmosphere of the market as they move deeper into the scene."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the central male figure maintain the same hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the central male figure consistently holding the same piece of food?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the central male figure's clothing remain unchanged in color and design?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Are there any noticeable changes in the central male figure's facial features or expression that suggest a different identity?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the central male figure remain distinguishable from other characters despite the bustling background?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "openhumanvid_full_regen",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_123bf0e9ebe6b06efc7a9d81637b6990353e5fc637a15463577b0567bdaad0fd"
+  },
+  {
+    "task_id": "mem_openhumanvid_905900711f77b59bbbca83e0d71469a935b4f6d646f82da062039c5454f57287",
+    "instance_id": "mem_openhumanvid_905900711f77b59bbbca83e0d71469a935b4f6d646f82da062039c5454f57287",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_905900711f77b59bbbca83e0d71469a935b4f6d646f82da062039c5454f57287.mp4",
+      "total_frames": 484,
+      "fps": 25.0,
+      "duration_sec": 19.36,
+      "reference_image_path": "inference_img/mem_openhumanvid_905900711f77b59bbbca83e0d71469a935b4f6d646f82da062039c5454f57287_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video features a close-up shot of a man with short dark hair, closely cropped on the sides, wearing a gray pinstripe suit jacket over a white collared shirt. His face shows slight signs of fatigue or stress, with visible sweat or moisture on his forehead and face. He appears to be in a formal setting, possibly a courtroom or auditorium, as there is a blurred audience in the background. The man remains mostly still, with subtle shifts in his gaze and slight movements of his mouth, suggesting he is listening intently or preparing to speak. The lighting is soft and even, highlighting the texture of his suit and the details of his facial features."
+        ],
+        "level_2": [
+          "The video begins with a close-up of a man in a gray pinstripe suit jacket over a white collared shirt, his short dark hair neatly styled. His face shows signs of stress, with visible sweat on his forehead and slight dark circles under his eyes. He is seated in what appears to be a formal setting, with a blurred audience in the background. As the scene progresses, the man subtly shifts his gaze, looking slightly to the left and then back to the center, indicating he is focused on something or someone off-camera. His expression remains serious and contemplative throughout.",
+          "Continuing from the previous scene, the man maintains his position in the formal setting, with the blurred audience still present in the background. His facial expression remains largely unchanged, but there is a slight movement of his lips, suggesting he might be about to speak or reacting to something being said. The lighting continues to highlight the texture of his suit and the details of his face, emphasizing the stress and fatigue evident in his appearance.",
+          "Finally, the man's gaze shifts slightly to the right, and his expression becomes more animated, with his mouth opening as if he is speaking or responding to a question. The background audience remains out of focus, maintaining the sense of depth and context. The camera stays steady, keeping the man's face in sharp focus, capturing the subtle changes in his expression and the slight sheen of sweat on his forehead."
+        ],
+        "level_3": [
+          "The video opens with a close-up of a man in a gray pinstripe suit jacket over a white collared shirt, his short dark hair neatly styled. His face shows signs of stress, with visible sweat on his forehead and slight dark circles under his eyes. He is seated in a formal setting, likely a courtroom or auditorium, with a blurred audience in the background. The lighting is soft, highlighting the texture of his suit and the details of his face.",
+          "As the scene progresses, the man subtly shifts his gaze, looking slightly to the left and then back to the center, indicating he is focused on something or someone off-camera. His expression remains serious and contemplative, with minimal movement, suggesting he is deeply engaged in the situation.",
+          "The man's gaze continues to shift slightly, now looking more directly forward. His lips move subtly, suggesting he might be about to speak or reacting to something being said. The background audience remains out of focus, maintaining the sense of depth and context. The lighting continues to emphasize the texture of his suit and the details of his face.",
+          "The man's expression becomes more animated, with his mouth opening slightly as if he is speaking or responding to a question. His gaze shifts slightly to the right, indicating a change in focus or reaction. The camera remains steady, keeping his face in sharp focus, capturing the subtle changes in his expression and the slight sheen of sweat on his forehead.",
+          "In the final moments, the man's expression remains engaged, with his mouth slightly open as if he is continuing to speak. His gaze is directed slightly to the right, and the background audience is still out of focus. The lighting continues to highlight the texture of his suit and the details of his face, emphasizing the stress and fatigue evident in his appearance."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hairstyle change at any point during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the man's suit jacket?",
+          "options": [
+            "A. Blue",
+            "B. Gray",
+            "C. Black",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is there any visible facial hair on the man's face?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the most noticeable physical feature on the man's face besides his hair?",
+          "options": [
+            "A. Prominent nose",
+            "B. Dark circles under eyes",
+            "C. Freckles",
+            "D. Scar"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's expression remain completely neutral throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the man maintain the same facial features throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:31:21.320620"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the man's identity consistency across segments?",
+          "options": [
+            "A. The man’s identity changes subtly with each segment",
+            "B. The man remains the same person with consistent appearance",
+            "C. The man is replaced by a different individual in later segments",
+            "D. The man’s face becomes increasingly distorted over time"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:31:21.320655"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the man consistently wear the same gray pinstripe suit jacket and white collared shirt in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:31:21.320668"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What is the most critical aspect of apparel consistency in this video?",
+          "options": [
+            "A. The color of the shirt changes slightly",
+            "B. The suit’s pinstripe pattern remains visible and consistent",
+            "C. The man removes his jacket in later segments",
+            "D. The collar becomes unbuttoned in Segment 5"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:31:21.320674"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are signs of stress such as sweat and dark circles present consistently across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:31:21.320683"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which of the following best reflects accessory/prop permanence in this context?",
+          "options": [
+            "A. The man’s sweat disappears in Segment 3",
+            "B. Dark circles under the eyes persist throughout the video",
+            "C. A new accessory appears in Segment 4",
+            "D. The man wipes his forehead, removing all sweat"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:31:21.320689"
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Does the blurred audience in the background remain consistent across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:31:21.320698"
+        },
+        {
+          "question_id": "13",
+          "type": "multiple_choice",
+          "question": "What happens to the background audience during the video?",
+          "options": [
+            "A. It changes position or density",
+            "B. It becomes clearer in later segments",
+            "C. It remains out of focus and consistent",
+            "D. It disappears entirely in Segment 5"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:31:21.320703"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_905900711f77b59bbbca83e0d71469a935b4f6d646f82da062039c5454f57287"
+  },
+  {
+    "task_id": "mem_openhumanvid_079f6efe68b1fb34517ef78bbb7e0bb066477fc1f5eae5cdbcc9b14ba023e2b7",
+    "instance_id": "mem_openhumanvid_079f6efe68b1fb34517ef78bbb7e0bb066477fc1f5eae5cdbcc9b14ba023e2b7",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_079f6efe68b1fb34517ef78bbb7e0bb066477fc1f5eae5cdbcc9b14ba023e2b7.mp4",
+      "total_frames": 392,
+      "fps": 24.0,
+      "duration_sec": 16.33,
+      "reference_image_path": "inference_img/mem_openhumanvid_079f6efe68b1fb34517ef78bbb7e0bb066477fc1f5eae5cdbcc9b14ba023e2b7_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video begins with a close-up profile shot of a man with dark, curly hair and light stubble on his face. He is wearing a light-colored, textured jacket over a collared shirt with thin vertical stripes, the collar of which is visible at the neckline. The man stands still in a dimly lit environment, with a textured wall in the background that appears to be made of rough, uneven material. Soft, shifting light casts dynamic shadows across his face, highlighting his features as the light source moves slightly throughout the scene. The camera remains stationary, focusing on the man's profile, ensuring his identity and appearance remain consistent despite the changing lighting."
+        ],
+        "level_2": [
+          "The video opens with a close-up profile view of a man with dark, curly hair and light stubble. He is dressed in a light-colored, textured jacket layered over a collared shirt with thin vertical stripes, the collar peeking out at the neckline. The setting is a dimly lit room with a rough, textured wall in the background. As the scene progresses, soft, shifting light creates moving shadows across the man's face, subtly altering the contours of his features. The camera remains fixed, maintaining focus on the man's profile, ensuring his appearance and the spatial consistency of the background are preserved.",
+          "Continuing from the previous scene, the man remains in the same position, his profile facing right. The lighting continues to shift, casting new patterns of shadow and light across his face, emphasizing his facial features such as his nose, lips, and the texture of his stubble. His dark, curly hair and the striped collar of his shirt remain clearly visible. The textured wall in the background stays consistent, providing a stable backdrop. The camera remains steady, capturing the subtle interplay of light and shadow without any movement.",
+          "Finally, the man maintains his stationary profile shot, with the shifting light continuing to play across his face. The shadows move gently, highlighting different aspects of his facial structure while his dark, curly hair and light stubble remain unchanged. The textured wall behind him provides a consistent, dimly lit environment. The camera holds its position, ensuring the man's identity and the overall composition of the scene remain intact throughout the final moments of the video."
+        ],
+        "level_3": [
+          "The video starts with a close-up profile shot of a man with dark, curly hair and light stubble. He is wearing a light-colored, textured jacket over a collared shirt with thin vertical stripes, the collar visible at the neckline. The setting is a dimly lit room with a rough, textured wall in the background. Soft, shifting light begins to cast dynamic shadows across his face, creating a subtle interplay of light and shadow that highlights his features. The camera remains stationary, focusing on the man's profile, ensuring his appearance and the spatial consistency of the background are maintained.",
+          "As the scene progresses, the man remains in the same position, his profile facing right. The shifting light continues to create new patterns of shadow and light across his face, emphasizing his nose, lips, and the texture of his stubble. His dark, curly hair and the striped collar of his shirt remain clearly visible. The textured wall in the background stays consistent, providing a stable backdrop. The camera remains fixed, capturing the subtle changes in lighting without any movement.",
+          "The lighting continues to shift, casting new shadows across the man's face, highlighting different aspects of his facial structure. His dark, curly hair and light stubble remain unchanged, and the striped collar of his shirt is still visible. The textured wall in the background provides a consistent, dimly lit environment. The camera remains steady, ensuring the man's identity and the overall composition of the scene are preserved.",
+          "The shifting light continues to play across the man's face, creating a dynamic interplay of shadows and highlights. His dark, curly hair and light stubble remain consistent, and the striped collar of his shirt is still visible. The textured wall in the background remains unchanged, providing a stable backdrop. The camera remains stationary, maintaining focus on the man's profile.",
+          "In the final moments of the video, the man remains in the same position, his profile facing right. The shifting light continues to cast dynamic shadows across his face, emphasizing his features. His dark, curly hair and light stubble remain unchanged, and the striped collar of his shirt is still visible. The textured wall in the background provides a consistent, dimly lit environment. The camera remains steady, ensuring the man's identity and the overall composition of the scene remain intact."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's facial hair (stubble) appear consistently throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the jacket the man is wearing?",
+          "options": [
+            "A. Blue",
+            "B. Black",
+            "C. Beige",
+            "D. Red"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's hair style (curly dark hair) consistent from start to finish?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of shirt is visible under the jacket?",
+          "options": [
+            "A. Polo shirt",
+            "B. Button-up shirt with stripes",
+            "C. T-shirt",
+            "D. Sweater"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man turn his head or body during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the man's facial identity remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:25.858357"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which feature is emphasized as unchanged across all segments?",
+          "options": [
+            "A. Hair color",
+            "B. Facial expression",
+            "C. Clothing style",
+            "D. Lighting angle"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:25.858393"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is the striped collar of the shirt consistently visible across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:25.858406"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What type of shirt is worn under the jacket?",
+          "options": [
+            "A. Solid-colored t-shirt",
+            "B. Collared shirt with vertical stripes",
+            "C. Hoodie",
+            "D. Open-collared dress shirt"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:25.858413"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are fine textural details like stubble and wall texture described as consistent?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:25.858421"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which element’s texture is highlighted as important across segments?",
+          "options": [
+            "A. Jacket",
+            "B. Wall",
+            "C. Stubble",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:25.858427"
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Does the background wall remain visually consistent across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:25.858436"
+        },
+        {
+          "question_id": "13",
+          "type": "multiple_choice",
+          "question": "What kind of material is the background wall described as?",
+          "options": [
+            "A. Smooth plaster",
+            "B. Rough, uneven material",
+            "C. Wooden paneling",
+            "D. Brick"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:25.858441"
+        },
+        {
+          "question_id": "14",
+          "type": "binary",
+          "question": "Does the camera zoom in or out during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:25.858448"
+        },
+        {
+          "question_id": "15",
+          "type": "multiple_choice",
+          "question": "What is the state of the camera throughout the video?",
+          "options": [
+            "A. Moving horizontally",
+            "B. Panning vertically",
+            "C. Stationary",
+            "D. Rotating"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:25.858454"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_079f6efe68b1fb34517ef78bbb7e0bb066477fc1f5eae5cdbcc9b14ba023e2b7"
+  },
+  {
+    "task_id": "mem_openhumanvid_6a7d09a3add8ca9b49569c206c1d279510f527b473e6f3b976f41f11271da841",
+    "instance_id": "mem_openhumanvid_6a7d09a3add8ca9b49569c206c1d279510f527b473e6f3b976f41f11271da841",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_6a7d09a3add8ca9b49569c206c1d279510f527b473e6f3b976f41f11271da841.mp4",
+      "total_frames": 397,
+      "fps": 25.0,
+      "duration_sec": 15.88,
+      "reference_image_path": "inference_img/mem_openhumanvid_6a7d09a3add8ca9b49569c206c1d279510f527b473e6f3b976f41f11271da841_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video features a man in a blue military-style uniform with white lace collar and epaulets, adorned with multiple colorful medals on his chest. He has a bald head, a prominent mustache, and wears round gold-rimmed sunglasses. The man is seated and speaks while wearing white gloves. Flanking him are two women: one on the left in a beige and white striped dress with a high collar, pearl necklace, and green trim; the other on the right in a light purple lace dress. The background consists of a traditional folding screen with floral patterns. Throughout the video, the camera maintains a medium shot, focusing on the man as he gestures slightly with his gloved hand, while the women remain still and composed."
+        ],
+        "level_2": [
+          "The video opens with a medium shot of a man in a blue military-style uniform, featuring white lace details on the collar and epaulets, and multiple colorful medals pinned to his chest. He is bald, sports a prominent mustache, and wears round gold-rimmed sunglasses. His white-gloved hand rests near his lap as he begins to speak. To his left stands a woman in a beige and white striped dress with a high collar, pearl necklace, and green trim, while to his right is another woman in a light purple lace dress. The backdrop is a traditional folding screen with floral designs. The camera remains steady, keeping the man centered as he continues to speak.",
+          "As the scene progresses, the man in the blue military-style uniform continues speaking, occasionally gesturing with his gloved hand. His round gold-rimmed sunglasses and prominent mustache remain prominent features. The two women beside him maintain their positions; the woman on the left in the striped dress with pearl accessories and the woman on the right in the purple lace dress. The floral-patterned folding screen in the background remains unchanged, providing a consistent setting. The camera angle stays fixed, ensuring the man remains the focal point.",
+          "In the final part of the video, the man in the blue military-style uniform continues his speech, his expression animated as he speaks. His round gold-rimmed sunglasses and white gloves are still visible, and the colorful medals on his chest add to his distinguished appearance. The two women flanking him remain in place, the woman on the left in her striped dress with pearl accents and the woman on the right in her purple lace dress. The floral folding screen in the background provides a stable and elegant setting. The camera maintains its focus on the man, capturing his continued dialogue."
+        ],
+        "level_3": [
+          "The video begins with a close-up shot of a man in a blue military-style uniform, complete with white lace collar and epaulets, and multiple colorful medals on his chest. He is bald, with a prominent mustache, and wears round gold-rimmed sunglasses. His white-gloved hand is visible as he starts speaking. To his left stands a woman in a beige and white striped dress with a high collar, pearl necklace, and green trim, while to his right is a woman in a light purple lace dress. The background features a traditional folding screen with floral patterns. The camera is steady, focusing on the man as he begins to speak.",
+          "Continuing from the initial scene, the man in the blue military-style uniform remains the central figure, speaking animatedly. His round gold-rimmed sunglasses and white gloves are still prominent, and he makes slight gestures with his gloved hand. The two women beside him remain in their respective positions; the woman on the left in the striped dress with pearl accessories and the woman on the right in the purple lace dress. The floral-patterned folding screen in the background remains unchanged, providing a consistent and elegant setting. The camera angle remains fixed, keeping the man centered.",
+          "As the video progresses, the man in the blue military-style uniform continues his speech, his expression becoming more animated. His round gold-rimmed sunglasses and white gloves are still visible, and the colorful medals on his chest add to his distinguished appearance. The two women flanking him remain in place, the woman on the left in her striped dress with pearl accents and the woman on the right in her purple lace dress. The floral folding screen in the background provides a stable and elegant backdrop. The camera maintains its focus on the man, capturing his continued dialogue.",
+          "The scene transitions smoothly as the man in the blue military-style uniform continues to speak, his gestures becoming more pronounced. His round gold-rimmed sunglasses and white gloves remain a focal point, and the colorful medals on his chest are clearly visible. The two women beside him remain stationary; the woman on the left in the striped dress with pearl accessories and the woman on the right in the purple lace dress. The floral-patterned folding screen in the background remains a constant element, providing a consistent setting. The camera angle stays fixed, ensuring the man remains the primary focus.",
+          "Finally, the man in the blue military-style uniform concludes his speech, his expression remaining animated. His round gold-rimmed sunglasses and white gloves are still prominent, and the colorful medals on his chest add to his distinguished look. The two women flanking him remain in their respective positions; the woman on the left in the striped dress with pearl accessories and the woman on the right in the purple lace dress. The floral folding screen in the background provides a stable and elegant setting. The camera maintains its focus on the man, capturing his final words as the video ends."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's bald head remain visible throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the man's sunglasses?",
+          "options": [
+            "A. Black",
+            "B. Gold",
+            "C. Silver",
+            "D. Blue"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's mustache consistently visible in every frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of uniform does the man wear?",
+          "options": [
+            "A. Civilian suit",
+            "B. Military-style jacket",
+            "C. Casual shirt",
+            "D. Formal tuxedo"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's white glove remain visible on his right hand throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the man’s bald head remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:44.439854"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which feature of the man remains unchanged across all segments?",
+          "options": [
+            "A. His hair color",
+            "B. His mustache",
+            "C. His glasses color",
+            "D. His gloves color"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:44.439890"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the woman on the left wear a pearl necklace throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:44.439903"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What color is the dress worn by the woman on the right?",
+          "options": [
+            "A. Light purple",
+            "B. Beige",
+            "C. White",
+            "D. Green"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:44.439910"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are the two women positioned on opposite sides of the man?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:44.439919"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which woman wears a striped dress?",
+          "options": [
+            "A. The one on the left",
+            "B. The one on the right",
+            "C. Both",
+            "D. Neither"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:44.439926"
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Are the medals on the man’s chest described as colorful?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:44.439933"
+        },
+        {
+          "question_id": "13",
+          "type": "multiple_choice",
+          "question": "Which object has a floral pattern?",
+          "options": [
+            "A. The man's uniform",
+            "B. The folding screen",
+            "C. The woman's dress",
+            "D. The sunglasses"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:44.439939"
+        },
+        {
+          "question_id": "14",
+          "type": "binary",
+          "question": "Does the floral-patterned folding screen remain visible throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:44.439947"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_6a7d09a3add8ca9b49569c206c1d279510f527b473e6f3b976f41f11271da841"
+  },
+  {
+    "instance_id": "mem_openhumanvid_dc1adc693e0ebc27fead7ff9e23c51ff",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/dc1adc693e0ebc27fead7ff9e23c51ff.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young woman with shoulder-length dark brown hair, parted to the side, stands in a dimly lit room, her expression somber. She wears a pink tank top with thin white striped straps and a delicate gold chain necklace. Her fair skin shows faint acne scars. To her left, another woman with light brown tied-back hair is partially visible, facing her. Plastic containers and shelves blur in the background.",
+          "The central woman slowly turns toward the right, stepping forward with quiet intent. Her shoulders shift as she moves past the edge of the frame, her pink tank top catching a soft glimmer from the low light. Her movement is deliberate, her head slightly bowed, as she begins to disappear behind a large concrete pillar that blocks the view.",
+          "The pillar now dominates the frame, casting deep shadows across the worn floor. Behind it, the dim kitchen or basement remains still—shelves lined with plastic bins, a flickering overhead bulb, and scattered household items. No trace of the woman remains; only silence and muted textures fill the space.",
+          "From the other side of the pillar, a sliver of pink fabric emerges, followed by the curve of her shoulder. Her dark hair drapes over the edge as she steps cautiously into view. The gold chain glints faintly in the dim light. She pauses, half-hidden, her silhouette growing clearer against the shadowed backdrop.",
+          "The woman is fully back in frame, standing exactly where she began. Her pink tank top with white striped straps, delicate gold chain, and side-parted dark brown hair are unchanged. Her fair skin bears the same faint blemishes. She stands still, gaze lowered, in the quiet, dim room, completing the return."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hairstyle remain the same throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the tank top worn by the woman?",
+          "options": [
+            "A. Blue",
+            "B. Pink",
+            "C. White",
+            "D. Green"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman wearing any visible jewelry?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "During the blurred segment at 6 seconds-7 seconds, does the woman's face become completely unrecognizable?",
+          "options": [
+            "A. Yes, entirely unrecognizable",
+            "B. No, still recognizable",
+            "C. Partially visible",
+            "D. Not applicable"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the lighting in the scene remain consistently dim throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, both appearing to be young women in their late teens or early twenties. The woman on the right is centered and facing slightly downward, her expression somber. She wears a pink tank top with thin white stripes along the straps, suggesting a casual cotton material. Her dark brown hair is shoulder-length, parted to the side, and loosely framing her face. A delicate gold chain necklace rests around her neck. Her skin is fair with visible blemishes and faint acne scars. The second woman, partially visible on the left, has light brown hair tied back and wears a pale-colored top; her profile is turned toward the central figure. The setting appears to be a dimly lit room, possibly a kitchen or basement, with blurred objects like plastic containers and shelves in the background. Lighting is low, casting soft shadows and emphasizing the intimate, subdued mood of the scene.",
+      "exit_plan": {
+        "exit": "steps behind a large foreground object (pillar, wall, or vehicle) blocking the view entirely",
+        "return": "emerges from the other side of the occluding object"
+      }
+    },
+    "task_id": "mem_openhumanvid_dc1adc693e0ebc27fead7ff9e23c51ff",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_dc1adc693e0ebc27fead7ff9e23c51ff"
+  },
+  {
+    "instance_id": "mem_openhumanvid_4e31ccbc2ba908a5dea3826021605d7b",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/4e31ccbc2ba908a5dea3826021605d7b.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A middle-aged man with short black hair and a neatly trimmed beard stands in a sterile, futuristic room. He wears a vibrant blue Hawaiian shirt adorned with bold red and pink floral patterns, paired with dark pants. His hands rest near his waist as he faces right, illuminated by the cool glow of overhead lights and digital panels lining the metallic walls.",
+          "The man begins to walk steadily toward the left side of the frame, his posture relaxed but purposeful. The bright colors of his shirt contrast sharply with the gray surroundings. As he moves, only his torso and legs remain visible, gradually slipping out of view as he approaches the edge of the frame.",
+          "The room is now empty of human presence. The metallic walls gleam under artificial lighting, reflecting the green digital schematics on the large screen. Ventilation grilles hum softly above the tiled floor, patterned with black diamond shapes. Control panels pulse faintly, maintaining the high-tech ambiance.",
+          "From the right side of the frame, a figure emerges—only the lower half visible at first. Dark pants step forward onto the diamond-patterned floor, followed by the vibrant blue Hawaiian shirt appearing just above the waistline. The man walks slowly, re-entering the scene with deliberate calm.",
+          "The man is now fully back in frame, standing still and facing right. His short black hair and beard are unchanged, the bright blue Hawaiian shirt with its red and pink floral design vivid against the sterile backdrop. He wears dark pants, hands near his waist, exactly as before—his appearance identical to the moment he was first seen."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the yellow jacket maintain the same short dark hair style throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the pants worn by the man in the yellow jacket?",
+          "options": [
+            "A. Blue",
+            "B. Black",
+            "C. Yellow",
+            "D. Green"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man in the yellow jacket wearing a mustache in both the first and last frames of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of jacket does the man in the yellow jacket wear?",
+          "options": [
+            "A. Hoodie",
+            "B. Polo shirt",
+            "C. Long-sleeved pullover",
+            "D. Windbreaker"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man in the yellow jacket's posture change from leaning forward while interacting to standing upright?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Three individuals are present in a futuristic, sterile-looking room with metallic walls and illuminated control panels. On the left, a middle-aged man with short black hair and a beard wears a vibrant blue Hawaiian shirt with red and pink floral patterns, paired with dark pants; he stands slightly bent forward, hands near his waist, facing right. In the center, another man, also middle-aged, with short dark hair, wears a bright yellow tracksuit jacket with navy blue stripes down the sleeves and sides, along with dark pants; he is bending over, gripping the shoulders of a third person. The third individual, partially obscured and crouched, wears a light blue T-shirt with a yellow logo and dark pants, appearing to be subdued. The background features a large screen displaying green digital schematics, ventilation grilles, and a tiled floor with black diamond patterns. The lighting is artificial and evenly distributed, emphasizing the high-tech environment.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_4e31ccbc2ba908a5dea3826021605d7b",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_4e31ccbc2ba908a5dea3826021605d7b"
+  },
+  {
+    "instance_id": "mem_openhumanvid_43e5ae6b3d59aea3a81fdaad20d77bb2",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/43e5ae6b3d59aea3a81fdaad20d77bb2.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "In a sun-drenched clearing, two men rest amid lush greenery and wildflowers. The seated man wears a red-and-white checkered short-sleeve shirt over a white undershirt, dark brown trousers, and has short black hair. He sits relaxed on the grass, one foot grounded, gazing upward. The standing man, in an off-white long-sleeve sweatshirt and wide-leg pants, leans slightly forward, his tousled dark hair framing his face as he looks down.",
+          "The standing man begins to move, stepping toward a weathered wooden staircase leading upward. His hands remain loosely at his sides as he ascends, his body tilting forward with each step. Only his lower torso and legs are visible now, disappearing gradually behind the frame’s upper edge.",
+          "The staircase is empty. Sunlight filters through tall trees, casting dappled shadows across the grass. A large tree trunk stands near corrugated metal sheets, and wildflowers sway gently in the breeze. The distant hillside glows softly under clear daylight—no trace of movement or human presence remains.",
+          "From the top of the frame, a figure descends the stairs. First, the tips of dark, tousled hair appear, followed by the shoulders of an off-white sweatshirt. The man steps slowly downward, his wide-leg pants catching light as he moves into view, still partially obscured by the frame’s edge.",
+          "The standing man is fully back in frame, positioned just as before—off-white sweatshirt, matching wide-leg pants, dark hair falling above his ears. He leans slightly forward, hands at his sides, looking down at the seated man. His appearance matches exactly the initial moment—unchanged, still, and rooted in the tranquil outdoor setting."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "After the man and woman embrace, does the man still have short black hair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by the woman before and after the embrace?",
+          "options": [
+            "A. Blue",
+            "B. Red",
+            "C. Green",
+            "D. White"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's beige tracksuit visible and consistent in appearance during the entire sequence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary action performed by the man during the video?",
+          "options": [
+            "A. Sitting down",
+            "B. Standing up and embracing",
+            "C. Walking away",
+            "D. Lying down"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's red plaid shirt appear wrinkled or distorted after the embrace?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two men are present in a sunlit, natural outdoor setting. The man on the left is seated on the grass, wearing a short-sleeved red-and-white checkered shirt over a white undershirt and dark brown trousers; his posture is relaxed, legs bent with one foot resting on the ground, and he looks upward toward the other man. He has short black hair and appears to be in his late twenties or early thirties. The standing man, also appearing to be in his late twenties or early thirties, wears a loose-fitting, off-white long-sleeve sweatshirt and matching wide-leg pants; his hands are loosely at his sides. His dark, slightly tousled hair falls just above his ears. He leans slightly forward, looking down at the seated man. The environment features lush greenery, tall trees, wildflowers, and a distant hillside under soft daylight. A large tree trunk, a log, and corrugated metal sheets are visible nearby, suggesting a rural or semi-rustic location.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_43e5ae6b3d59aea3a81fdaad20d77bb2",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_43e5ae6b3d59aea3a81fdaad20d77bb2"
+  },
+  {
+    "instance_id": "mem_openhumanvid_ee253e6b5bb0b16264606c338f5f670f",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/ee253e6b5bb0b16264606c338f5f670f.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young woman in her late teens or early twenties stands centered on a rough, beige earthen wall, rendered in detailed charcoal sketch. Her long, wavy hair cascades past her shoulders, softly shaded to suggest movement. Her face is expressive—eyes wide and thoughtful, nose straight, lips full—her expression neutral yet pensive. No clothing or accessories are visible; only the naturalistic drawing remains, with handwritten script beneath her chin. Bamboo poles form a vertical screen to the right, beyond which lies a dim forest under subdued twilight light.",
+          "The sketched figure begins to move steadily toward the right, stepping forward with quiet purpose. Her silhouette glides across the earthen surface, partially exiting the frame as she passes behind the bamboo poles. Her form remains clear but diminishing, the charcoal lines softening at the edges as she fades into the shadowed forest beyond.",
+          "The wall now holds only the faint traces of the sketch’s outline where she stood. The rough texture of the earthen surface is illuminated by muted twilight, the handwritten script beneath still visible. Bamboo poles stand motionless, framing the darkened forest beyond, where shadows deepen and silence lingers.",
+          "From the left edge of the frame, the figure begins to re-emerge, slowly returning from the unseen space beyond. Her shoulder and part of her face appear first, drawn in the same fine charcoal detail. The wavy strands of her hair catch the dim light, and her expression remains neutral, eyes forward, as she steps back into view.",
+          "The young woman is fully back in frame, standing once again in the center-left position. Her long, wavy hair falls past her shoulders, her face clearly defined with expressive eyes, straight nose, and full lips—expression neutral and pensive. No clothing or accessories are visible, just the naturalistic charcoal rendering, with the same handwritten script below. She stands still, exactly as before."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Is the woman depicted in the sketch identical to the woman shown in the live-action scene?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary condition of the woman's body in the live-action scene?",
+          "options": [
+            "A. Clean and unmarked",
+            "B. Bloodied and bruised",
+            "C. Covered in mud",
+            "D. Wearing full armor"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the woman's hair appear long and dark in both the sketch and the live-action scene?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the woman wearing around her waist in the live-action scene?",
+          "options": [
+            "A. A belt",
+            "B. A sash",
+            "C. Tattered brown pants",
+            "D. Nothing"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the lighting in the live-action scene consistently dim and moody throughout the clip?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image shows a single person, likely a young woman in her late teens or early twenties, depicted as a detailed charcoal sketch on a rough, beige earthen wall. Her facial features are clearly defined with expressive eyes, a straight nose, and full lips; her expression appears neutral to slightly pensive. She has long, wavy hair that falls past her shoulders, drawn with soft shading to suggest volume and movement. No clothing is visible since the figure is rendered as a drawing, but the style of the sketch suggests a naturalistic portrayal without accessories or jewelry. The sketch includes handwritten text beneath her face, possibly in an unfamiliar script, though no props or objects are held. The person’s position is central within the left half of the frame, facing forward. To the right, vertical bamboo poles form a partial screen or fence, separating the wall from a dimly lit forested background. Lighting is subdued, likely natural twilight or overcast daylight, casting soft shadows across the scene.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_ee253e6b5bb0b16264606c338f5f670f",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_ee253e6b5bb0b16264606c338f5f670f"
+  },
+  {
+    "instance_id": "mem_openhumanvid_716ae4bb7a980adf9dd6fcecb4dab499",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/716ae4bb7a980adf9dd6fcecb4dab499.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A single adult male in his late twenties or early thirties stands near a large window, facing slightly left. He has short, dark black hair with a neat side part, an athletic build, and wears a plain white sleeveless cotton tank top with a small rectangular logo on the upper left chest. He holds a smartphone in both hands, fingers typing, illuminated by its soft glow against the dim indoor light.",
+          "The man begins to walk steadily toward the right, still focused on his phone. His shoulders shift forward as he moves, arms bent at the elbows, hands gripping the device. His muscular frame is partially visible as he exits the frame, the city lights behind him blurring into streaks of distant illumination.",
+          "The figure is completely gone from view. Only the dimly lit room remains—soft shadows cast across the floor, the faint glow of ambient light from the phone fading. Outside, the nighttime cityscape stretches into the distance, blurred lights shimmering like scattered stars beneath a dark sky.",
+          "A silhouette emerges from the left edge of the frame, stepping slowly into view. The man’s shoulder and arm appear first, followed by the outline of his head and torso. He walks with purpose, still holding the smartphone, his posture upright yet relaxed, moving steadily toward the center.",
+          "The man is fully back in frame, standing in the same spot as before. He has short, dark black hair styled neatly with a side part, wears the same white sleeveless tank top with the small logo patch, and holds the smartphone in both hands. His athletic build is clear, no accessories visible, face softly lit by the screen’s glow, stationary and composed."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the white tank top maintain the same hairstyle (short black hair) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the color of the logo on the man's tank top?",
+          "options": [
+            "A. Blue",
+            "B. Red",
+            "C. Black",
+            "D. Purple"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man consistently holding the smartphone in his hands throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What action does the man perform after looking up from his phone?",
+          "options": [
+            "A. Looks to his left",
+            "B. Looks to his right",
+            "C. Looks straight ahead",
+            "D. Looks down"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression change from focused on the phone to a more neutral or contemplative look when he looks up?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single adult male, appearing to be in his late twenties or early thirties, stands in the foreground of the frame, facing slightly to the left. He has short, dark black hair styled neatly with a side part. His build is athletic and muscular, particularly noticeable in his arms and shoulders. He wears a plain white sleeveless tank top made of a lightweight cotton-like fabric, featuring a small rectangular logo patch on the upper left chest area. He holds a smartphone in both hands, fingers actively typing or swiping. No visible accessories such as glasses, jewelry, or hats are present. The man’s posture is upright but relaxed, with his head tilted downward toward the phone screen. He is positioned near a large window that reveals a nighttime cityscape with blurred lights from distant buildings. The indoor lighting is dim, casting soft shadows, while the glow from the phone illuminates his face subtly.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_716ae4bb7a980adf9dd6fcecb4dab499",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_716ae4bb7a980adf9dd6fcecb4dab499"
+  },
+  {
+    "instance_id": "mem_openhumanvid_32622cd22ad48d22d03b983365a1537f",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/32622cd22ad48d22d03b983365a1537f.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Two men stand side by side in a dimly lit traditional Chinese courtyard, their formal attire glowing softly under ambient light. The younger man wears a pale beige tunic with embroidered brown shoulder panels, a white inner collar, and a black pointed hat adorned with a small green circular ornament. He has short dark hair, a trimmed beard, and a faint smile. Beside him, the older man dons a dark ornate robe with silver-blue embroidery, a matching black hat with gold detailing and a green gem, and a full gray beard.",
+          "The younger man begins to turn left, stepping forward with measured grace. His tunic sways slightly as he moves toward a shadowed corner of the courtyard. His face remains partially visible, the green ornament on his hat catching a glimmer of light as he edges out of frame.",
+          "The corner is now empty. Only the wooden lattice doors and weathered stone walls remain, bathed in soft shadows. A faint breeze stirs the air, rustling the edges of a hanging silk banner. The quiet stillness emphasizes the absence of movement, leaving only the echo of footsteps.",
+          "From the same corner, a figure reappears—slowly rounding the bend. The edge of a pale beige tunic emerges first, followed by the silhouette of a black pointed hat with a green ornament. The man steps forward cautiously, his presence returning like a memory recalled.",
+          "The younger man stands fully in frame once more, identical to before. His pale beige tunic, embroidered shoulders, white collar, and black hat with green ornament are unchanged. His short dark hair, trimmed beard, and slight smile match exactly. He faces slightly right, motionless, as if time itself had paused."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When Man 1 turns his back to the camera, does he still have the same short dark beard visible?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main robe worn by Man 1?",
+          "options": [
+            "A. Black",
+            "B. Beige",
+            "C. Red",
+            "D. Silver"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "After turning around, does Man 1's black pointed hat with green ornament remain in the same position on his head?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary pattern on Man 2's robe?",
+          "options": [
+            "A. Floral",
+            "B. Geometric",
+            "C. Animal",
+            "D. Abstract"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the intricate silver and white pattern on Man 2's robe consistent before and after he turns his head slightly to the left?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two adult males, both appearing to be in their 30s to 50s, standing side by side in a dimly lit indoor setting resembling a traditional Chinese courtyard or official residence. The man on the left wears a pale beige tunic with embroidered brown shoulder panels and a white inner collar, paired with a black, pointed hat adorned with a small green circular ornament. He has short dark hair, a trimmed beard, and a slight smile, facing slightly right. The man on the right is older, with a full gray beard, wearing a dark, ornate robe with silver-blue embroidered patterns and a similar black hat with gold detailing and a green gem. Both wear formal attire suggesting historical or official roles. They stand in front of wooden doors with lattice windows, under low ambient lighting that casts soft shadows, enhancing the period atmosphere.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_32622cd22ad48d22d03b983365a1537f",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_32622cd22ad48d22d03b983365a1537f"
+  },
+  {
+    "instance_id": "mem_openhumanvid_9027b4e5a55cba1d62077dcf90a4cf13",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/9027b4e5a55cba1d62077dcf90a4cf13.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young man in his late twenties stands centered, arms raised high with fingers pointed upward. He wears a black long-sleeved button-up shirt with red and black striped trim at the collar and cuffs, a silver chain necklace, and ear piercings in both ears. His short dark hair is neatly styled with a slight fade. Eyes closed, mouth slightly open, he appears emotionally expressive. Behind him, a yellow sports car glows softly in a dimly lit garage, overhead lights casting gentle shadows.",
+          "The man begins to walk steadily toward the right side of the frame, arms lowering slowly. His silhouette remains clear as he moves, the red-trimmed cuffs of his shirt catching light. The yellow car stays in focus behind him, while his form gradually shifts out of view, leaving only the edge of his shoulder visible before vanishing.",
+          "The frame now holds only the dimly lit garage space. The yellow sports car dominates the foreground, its sleek curves illuminated by soft overhead lighting. In the blurred background, a red vehicle and structural beams are faintly visible. The air feels still, quiet, with no trace of movement or presence.",
+          "From the left edge of the frame, a figure begins to re-enter. A sliver of black fabric with red and black trim appears first—then the curve of an arm, the gleam of a silver chain. The man’s dark hair and ear piercings come into view as he steps forward, moving steadily into the scene.",
+          "The man is fully back in frame, standing upright with arms raised again, fingers pointed upward. He wears the same black long-sleeved shirt with red and black striped trim, silver chain necklace, and ear piercings. His short dark hair is neatly styled with a slight fade. Eyes closed, mouth slightly open, he remains motionless, centered before the yellow sports car in the dim garage."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hairstyle change from the beginning of the video to after he turns around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the man's shirt?",
+          "options": [
+            "A. Red",
+            "B. Black",
+            "C. White",
+            "D. Blue"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the silver chain necklace visible both when the man is facing the camera and when he turns his back?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What item does the man hold in his right hand after turning around?",
+          "options": [
+            "A. A phone",
+            "B. A wallet",
+            "C. A gold-colored handgun",
+            "D. A bottle"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's beaded bracelet remain visible on his left wrist throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "One young adult male, appearing to be in his late twenties, is centered in the frame, standing upright with arms raised above his head, fingers pointed upward. He wears a black long-sleeved button-up shirt with red and black striped trim at the collar and cuffs, suggesting a tailored or performance-style garment. A silver chain necklace rests around his neck. His dark hair is short and neatly styled, with a slight fade on the sides. He has a slim build and visible ear piercings in both ears. His eyes are closed, mouth slightly open as if singing or expressing emotion. He stands in front of a yellow sports car, partially visible in the foreground, within a dimly lit indoor space resembling a garage or showroom, with overhead lights casting soft illumination and blurred background elements including another red vehicle and structural beams. The lighting emphasizes his face and upper body while keeping the surroundings shadowed.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_9027b4e5a55cba1d62077dcf90a4cf13",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_9027b4e5a55cba1d62077dcf90a4cf13"
+  },
+  {
+    "instance_id": "mem_openhumanvid_d460fa610a261721e27d6a7dfab4a4f8",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/d460fa610a261721e27d6a7dfab4a4f8.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late 30s stands in the foreground, wearing a rich red traditional Chinese robe adorned with intricate gold embroidery. He has short black hair, a neatly trimmed beard, and a serious expression. His hands rest at his sides, and he faces another man across a sunlit courtyard framed by wooden lattice windows, red banners, and a glowing lantern above.",
+          "The man in the red robe begins to walk slowly away from the camera, stepping deeper into the courtyard toward the traditional building. His back turns gradually, the gold patterns on his robe catching the light as he moves, his silhouette narrowing against the red banners and wooden architecture.",
+          "The man is no longer visible; only the tranquil courtyard remains. Sunlight dapples across the stone path, red lanterns sway gently in the breeze, and the wooden lattice windows cast delicate shadows. The younger soldier stands motionless in the background, the quiet scene untouched by movement.",
+          "From the far end of the courtyard, a figure emerges—barely visible at first—walking steadily toward the camera. The red robe glimmers faintly in the sunlight as the man steps forward, his form growing clearer through the open space beneath the hanging lantern.",
+          "The man stands fully in frame once again, facing forward in his red traditional robe with golden embroidery. His short black hair, trimmed beard, and serious expression are unchanged. He is exactly as he was before, stationary and composed under the natural daylight, the red banners and lantern framing him perfectly."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man on the left maintain his short dark hair and light stubble throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by the man on the left?",
+          "options": [
+            "A. Blue",
+            "B. Red",
+            "C. Green",
+            "D. White"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man on the right consistently wearing a light-colored suit jacket and a dark tie?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the background soldier's uniform?",
+          "options": [
+            "A. Gray",
+            "B. Red",
+            "C. Black",
+            "D. White"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the background soldier remain stationary and unchanged in appearance throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features three men in a historical setting. Two are in the foreground, facing each other, with the third standing slightly behind and to the side. The man on the left appears to be in his late 30s, with short black hair, a trimmed beard, and a serious expression; he wears a red traditional Chinese garment with intricate gold embroidery. The man on the right, likely in his 40s, has neatly combed dark hair with gray streaks, a mustache, and is dressed in a dark gray suit jacket over a white shirt and black tie. In the background, a younger man in a light gray military uniform with red epaulettes and a matching cap stands at attention. The scene takes place outdoors in front of a traditional Chinese building with wooden lattice windows, red banners, and a red lantern hanging above. Natural daylight illuminates the scene, casting soft shadows.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_d460fa610a261721e27d6a7dfab4a4f8",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_d460fa610a261721e27d6a7dfab4a4f8"
+  },
+  {
+    "instance_id": "mem_openhumanvid_cbb114deb7a6845bc2abd724d351bbec",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/cbb114deb7a6845bc2abd724d351bbec.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young woman and man ride bicycles side by side on a rural gravel road under an overcast sky. The woman, on the left, wears a blue-and-white checkered button-up blouse, light-colored pants, and has dark hair in a low ponytail. She grips the handlebars of a silver bicycle with a front basket. The man, on the right, wears a white polo shirt with a blue collar, dark trousers, and carries a black shoulder bag. His short dark hair is neatly styled. Both face forward, slightly angled toward each other, riding through green grass and trees with distant power lines visible.",
+          "The woman begins to glide smoothly to the left, her bicycle rolling steadily off the path’s edge. Her checkered blouse flutters gently as she moves, the silver frame of her bike catching faint light. Only her back and part of her left arm remain visible as she exits the frame, her ponytail swaying with motion.",
+          "The gravel road stretches empty now, flanked by tall grass and leafy trees. Distant power lines cut across the gray sky. The silence settles over the countryside, broken only by wind rustling through foliage. No trace of movement or presence remains—just stillness and open space.",
+          "From the right edge of the frame, the woman reappears, pushing her bicycle slowly into view. Her silhouette emerges first, then the silver frame and front basket come into focus. Her checkered blouse catches the soft light as she enters, one foot stepping onto the pedal.",
+          "The woman is fully back in frame, standing beside her bicycle on the gravel road. She wears the same blue-and-white checkered blouse, light-colored pants, and her dark hair remains in a low ponytail. Her silver bike with the front basket rests beside her, just as before. She stands still, facing forward, the quiet countryside surrounding her."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hair remain tied back in a ponytail throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main pattern on the woman's shirt?",
+          "options": [
+            "A. Red",
+            "B. Blue",
+            "C. White",
+            "D. Green"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman's checkered shirt consistently visible and unchanged during the entire sequence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the woman doing with her hands at the beginning of the video?",
+          "options": [
+            "A. Holding the handlebars",
+            "B. Adjusting her hair",
+            "C. Raising her hand",
+            "D. Pointing ahead"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "After retrieving the item from her basket, does the woman turn back to face the man on the bicycle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two individuals, a young woman and a young man, both appearing to be in their late teens or early twenties, are riding bicycles side by side on a rural gravel road. The woman, positioned on the left, wears a short-sleeved, button-up blouse with a blue-and-white checkered pattern, paired with light-colored pants. Her dark hair is pulled back into a low ponytail. She holds the handlebars of her bicycle, which has a silver frame and a front basket. The man, on the right, wears a white short-sleeved polo shirt with a blue collar and dark trousers, with a black shoulder bag slung across his chest. His dark hair is neatly cut and short. Both face forward, slightly angled toward each other, suggesting interaction. They ride along a narrow, unpaved path flanked by green grass and trees under overcast daylight, with distant power lines visible. Their posture is relaxed, indicating casual movement through a quiet countryside setting.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_cbb114deb7a6845bc2abd724d351bbec",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_cbb114deb7a6845bc2abd724d351bbec"
+  },
+  {
+    "instance_id": "mem_openhumanvid_9fdb149c839d7bc6b941dd95c32f0c3c",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/9fdb149c839d7bc6b941dd95c32f0c3c.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman stands in a dim, cave-like space bathed in cool blue light. She wears a flowing, light-colored silk robe adorned with delicate floral patterns in soft pink, green, and blue hues. Her long black hair is styled in an intricate updo with red accents, and a small red mark graces her forehead. She holds a dark, ornate staff with curved elements and rings, her expression urgent, mouth slightly parted.",
+          "The woman begins to walk steadily toward the right side of the frame, her robe swaying gently with each step. The staff moves rhythmically beside her as she exits, her form gradually narrowing into the edge of view. The shadows deepen behind her, and only the lower half of her body remains visible as she slips out of sight.",
+          "The cave remains still and quiet, its rocky textures illuminated by faint bluish light. Cracks in the stone walls reflect subtle glimmers, and dust floats lazily in the air. The atmosphere is heavy with silence, the emptiness emphasizing the absence of movement or presence—only the cold, mystical environment remains.",
+          "From the left edge of the frame, the woman re-emerges, stepping slowly back into view. Her robe’s floral patterns catch the dim light as she enters, one foot forward. The tip of her ornate staff appears first, followed by her waist and then her face, still marked with urgency, her gaze fixed ahead.",
+          "The woman stands fully within the frame, her appearance unchanged—light silk robe with soft floral designs, elaborate black hair adorned with red accents, red mark on her forehead, and the dark, curved staff held firmly in hand. She is stationary, her expression tense yet resolute, exactly as before, rooted in the mysterious cave under the same cool, blue glow."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hairstyle remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the decorative hairpin in the woman's updo?",
+          "options": [
+            "A. Red",
+            "B. Gold",
+            "C. Silver",
+            "D. Black"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the red marking on the woman's forehead visible in every frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What pattern is visible on the woman's robe?",
+          "options": [
+            "A. Floral",
+            "B. Striped",
+            "C. Geometric",
+            "D. Solid"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the ornate staff next to the woman change its appearance or position during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, a woman and a man, both appearing to be in their late twenties to early thirties. The woman, positioned on the left, wears a flowing, light-colored robe with floral patterns in soft hues of pink, green, and blue, likely made of silk or a similar lightweight fabric; her attire suggests traditional East Asian clothing. Her long black hair is styled in an elaborate updo with decorative red accents, and she has a small red mark on her forehead. She holds a large, dark ornate weapon resembling a staff or spear with curved elements and rings, suggesting martial significance. Her expression is one of urgency or concern, mouth slightly open. The man, on the right and slightly blurred, wears a plain white robe with a V-neckline, his long black hair tied back loosely. He appears calm and focused, facing forward. They stand in a dimly lit cave-like setting with rocky textures in the background, illuminated by cool, bluish lighting that casts shadows, creating a mystical atmosphere.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_9fdb149c839d7bc6b941dd95c32f0c3c",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_9fdb149c839d7bc6b941dd95c32f0c3c"
+  },
+  {
+    "instance_id": "mem_openhumanvid_f597a56a57ac95f74397e8faf9b0d8ad",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/f597a56a57ac95f74397e8faf9b0d8ad.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A middle-aged man sits upright at a polished dark wooden desk, wearing a light gray pinstriped suit jacket over a crisp white dress shirt with cuffed sleeves and a dark blue diamond-patterned tie. His clean, well-kept hands hold a folded sheet of paper with handwritten Chinese characters. A red-inked envelope rests before him, and a brass telegraph machine glints in the foreground under soft, diffused lighting.",
+          "The man rises slowly from his chair, straightening his jacket as he turns away from the desk. He walks steadily deeper into the room, moving toward the far background where dark wood paneling recedes into shadow. Only his back and shoulders remain visible as he fades from view.",
+          "The desk remains untouched, the folded paper still held in place by his absence. The red-inked envelope lies open beside the brass telegraph machine, its coiled wire catching faint light. Soft shadows stretch across the polished wood floor, and the quiet study feels suspended in time.",
+          "From the far background, a figure emerges—slowly stepping forward through the dim corridor. The silhouette grows clearer, revealing the familiar shape of a man in a light gray pinstriped jacket. He advances steadily, his posture upright, approaching the desk once more.",
+          "The man stands fully in frame, seated again at the desk, identical to before. He wears the same light gray pinstriped suit jacket, white dress shirt with cuffed sleeves, and dark blue diamond-patterned tie. His hands rest on the folded paper, the red-inked envelope beside it, under the same soft, diffused light—motionless, composed, and unchanged."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hairstyle (short dark hair) remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of eyewear does the man wear?",
+          "options": [
+            "A. Sunglasses",
+            "B. Round-rimmed glasses",
+            "C. Rectangular-rimmed glasses",
+            "D. No glasses"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing the same patterned blue tie throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What color is the vest worn by the man?",
+          "options": [
+            "A. Dark gray",
+            "B. Light blue",
+            "C. White",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "When the second person enters the frame from the right, does the seated man remain in the same position and continue reading?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "One person is visible in the frame, appearing to be a middle-aged man based on hand appearance and attire. He wears a light gray pinstriped suit jacket over a white dress shirt with cuffed sleeves, paired with a dark blue patterned tie featuring diamond motifs. His hands are holding a folded sheet of paper with handwritten Chinese characters, while another envelope with red ink calligraphy lies on the dark wooden desk before him. A brass telegraph machine with a lever and coiled wire is partially visible in the foreground, suggesting a historical or early 20th-century setting. The man’s posture is upright and engaged, leaning slightly forward as he examines the document. His hair is not visible, but his hands appear clean and well-kept, with no visible jewelry. He is seated at a polished wooden desk against a backdrop of dark wood paneling, under soft, diffused lighting that casts gentle shadows, indicating an indoor office or study environment.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_f597a56a57ac95f74397e8faf9b0d8ad",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_f597a56a57ac95f74397e8faf9b0d8ad"
+  },
+  {
+    "instance_id": "mem_openhumanvid_dc4111517e93f5decf53e2268b80febf",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/dc4111517e93f5decf53e2268b80febf.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "In a dimly lit corridor, an older man with thinning black hair combed back and prominent facial lines stands facing right. He wears oval-rimmed glasses, a dark suit jacket over a crisp white shirt. Beside him, a younger man in his late 20s, with tousled black hair and sharp features, dons a navy suit, white shirt, and dark purple tie. Fluorescent lights hum overhead, casting soft shadows along the hallway.",
+          "The younger man begins to move forward, stepping toward the staircase at the end of the corridor. His posture remains rigid, eyes focused ahead. As he ascends, only his shoulders and head remain visible against the green exit sign glowing above the railing.",
+          "The staircase is now empty. The dim corridor stretches into silence, illuminated by flickering fluorescent lights. Closed doors line the walls, and the green exit sign glows faintly above the stairwell. Shadows pool beneath the railings, and no movement disturbs the stillness.",
+          "A figure descends from the top of the frame, emerging slowly into view. The lower half of a navy suit appears first, followed by the crisp white shirt and dark purple tie. The man’s tousled black hair comes into focus as he steps down, his expression serious and intent.",
+          "The younger man is fully back in frame, standing in the same position as before. His short, tousled black hair, sharp facial features, and navy suit with white shirt and dark purple tie are identical to earlier. He stands still, gaze steady, under the dim glow of the fluorescent lights."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the older man maintain his slicked-back hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of glasses does the older man wear?",
+          "options": [
+            "A. Thick black frames",
+            "B. Thin wire-rimmed frames",
+            "C. No glasses",
+            "D. Sunglasses"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the younger man wearing a purple tie throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the older man's suit jacket?",
+          "options": [
+            "A. Black",
+            "B. Light gray",
+            "C. Dark blue",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the younger man's expression change from serious to smiling at any point in the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two men in a dimly lit indoor corridor. The man on the left is older, approximately 50–60 years old, with a fair complexion, thinning black hair combed back, and prominent facial lines. He wears thin-rimmed oval glasses, a dark suit jacket over a white dress shirt, and appears to be mid-speech. His posture is slightly forward-leaning, facing toward the right of the frame. The younger man on the right, likely in his late 20s or early 30s, has short, tousled black hair, sharp facial features, and a serious expression. He wears a dark navy suit, a crisp white shirt, and a dark purple tie. Both are dressed formally, suggesting a professional setting. The background reveals fluorescent lighting, a green exit sign, and closed doors along a hallway, indicating an office or institutional building. The lighting casts soft shadows, enhancing the tense atmosphere.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_dc4111517e93f5decf53e2268b80febf",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_dc4111517e93f5decf53e2268b80febf"
+  },
+  {
+    "instance_id": "mem_openhumanvid_cb075441021eecd283ffe5af68c16a8b",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/cb075441021eecd283ffe5af68c16a8b.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Two young men stand side by side in a dimly lit bedroom bathed in soft blue light. The one on the left wears a light beige long-sleeve shirt, holding a large plush rabbit with gray ears and a red-and-white striped body close to his chest. He has short, dark, neatly styled hair and a slightly surprised expression. The man on the right wears a white t-shirt under a gray zip-up hoodie, with bangs falling over his forehead and a neutral gaze. Behind them, a wooden bookshelf lines the wall, books and trinkets scattered across its shelves, while a bunk bed peeks from the left.",
+          "The man on the left begins to step forward, moving slowly toward the right side of the frame. His hands tighten around the plush rabbit as he shifts weight, his body partially obscured by a tall wooden pillar rising from the floor. His face remains visible, eyes wide, as he moves behind the structure, the blue glow catching the edge of his sleeve.",
+          "The pillar now fully blocks the view. Only the quiet bedroom remains—soft blue lighting casting gentle shadows across the bookshelf, the bunk bed’s upper level faintly visible, and the plush rabbit no longer in sight. The air feels still, the room unchanged except for the absence of movement.",
+          "A figure emerges from behind the pillar on the far right. The man on the left reappears, stepping into frame with cautious motion. His beige shirt and the plush rabbit are just visible, the red-and-white stripes peeking out as he edges forward. His dark hair is still neat, his expression lingering in surprise.",
+          "The man stands fully in frame again, identical to before. He wears the same light beige long-sleeve shirt, clutching the gray-eared, red-and-white striped plush rabbit near his chest. His short, dark hair is perfectly styled, and his startled expression remains unchanged. The man on the right stands beside him, calm in his white t-shirt and gray hoodie, both facing forward in the softly lit room."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the person on the left have dark hair throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by the person on the left?",
+          "options": [
+            "A. Blue",
+            "B. White",
+            "C. Beige",
+            "D. Green"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the plush toy held by the person on the left consistently visible in the same orientation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary object being held by the person on the left?",
+          "options": [
+            "A. A book",
+            "B. A stuffed animal",
+            "C. A bag",
+            "D. A phone"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the person on the right remain completely still throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two young men, appearing to be in their late teens or early twenties, are positioned side by side in a dimly lit bedroom. The individual on the left wears a light beige long-sleeve shirt and holds a large, plush rabbit toy with gray ears and a red-and-white striped body; his hands are clasped around it near his chest. He has short, dark hair styled neatly, with a slightly surprised or startled expression. The person on the right is dressed in a white t-shirt layered under a gray zip-up hoodie, his posture relaxed but attentive. He has short, dark hair with bangs falling over his forehead and a neutral expression. Both face forward, toward the camera. Behind them, a wooden bookshelf filled with books and small items lines the wall, along with a bunk bed partially visible on the left. The room is illuminated by soft blue ambient lighting, suggesting nighttime or low-light conditions.",
+      "exit_plan": {
+        "exit": "steps behind a large foreground object (pillar, wall, or vehicle) blocking the view entirely",
+        "return": "emerges from the other side of the occluding object"
+      }
+    },
+    "task_id": "mem_openhumanvid_cb075441021eecd283ffe5af68c16a8b",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_cb075441021eecd283ffe5af68c16a8b"
+  },
+  {
+    "instance_id": "mem_openhumanvid_0f361e624377b3b14611e82a695bc9c5",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/0f361e624377b3b14611e82a695bc9c5.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young adult male with shoulder-length dark hair styled in neat side-swept bangs stands in a sterile hospital hallway, wearing thin-framed rectangular glasses. He is dressed in a crisp white lab coat over a light blue pinstriped dress shirt and a dark purple striped tie. His slender frame faces slightly left, engaged in a serious conversation with another person whose back is turned.",
+          "The man begins to turn toward the right, stepping forward with measured purpose. His lab coat sways gently as he moves, his glasses catching the fluorescent light. Only half of his body remains visible as he starts to disappear around the corner, leaving the second figure still facing him.",
+          "The corridor is now empty—white walls stretch into the distance under cool overhead lighting. A red emergency light glows faintly at the far end. The polished floor reflects the sterile glow, and the silence echoes through the quiet medical hallway, untouched by movement or sound.",
+          "From the same corner, a figure begins to emerge—first just the edge of a white lab coat, then the silhouette of a slender build. Dark hair and the gleam of glasses become visible as the man rounds the bend, re-entering the frame slowly, his posture composed and deliberate.",
+          "The man stands fully in view once more, his appearance identical to before: shoulder-length dark hair, side-swept bangs, thin-framed glasses, white lab coat over a light blue pinstriped shirt and dark purple striped tie. He is stationary, facing slightly left, completing the return with precise symmetry to his original position."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hairstyle change at any point during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the tie worn by the man?",
+          "options": [
+            "A. Blue",
+            "B. Purple",
+            "C. Red",
+            "D. Silver"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing glasses throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the man's outer garment?",
+          "options": [
+            "A. Black",
+            "B. White",
+            "C. Gray",
+            "D. Purple"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression change from serious to smiling during the conversation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, one fully visible and the other partially seen from behind. The visible person appears to be a young adult male, approximately 25–35 years old, with dark, shoulder-length hair styled neatly with side-swept bangs. He wears thin-framed rectangular glasses and has a slender build. His attire includes a white lab coat over a light blue pinstriped dress shirt paired with a dark purple striped tie. He stands facing slightly left, engaging in what seems to be a serious conversation with the second individual, whose back is turned to the camera; this person also wears a white lab coat and has medium-length brown hair. The setting is an indoor hospital or medical facility hallway, characterized by fluorescent lighting, white walls, and a distant red emergency light. The lighting is cool and clinical, emphasizing the professional atmosphere.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_0f361e624377b3b14611e82a695bc9c5",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_0f361e624377b3b14611e82a695bc9c5"
+  },
+  {
+    "instance_id": "mem_openhumanvid_ee552259aaacc00e95f7249dab418047",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/ee552259aaacc00e95f7249dab418047.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A single figure stands in the foreground, arm extended toward a wet stone ledge. They wear a dark formal sleeve with a rich brown cuff, paired with a pristine white glove made of smooth cotton or linen, fitting snugly over the hand. No face or body is visible—only the poised arm and glove. Behind, blurred figures in earth-toned military uniforms stand against aged stonework under dim, overcast light.",
+          "The figure slowly turns their arm inward, retracting from the puddle’s edge. Their movement is deliberate, almost ceremonial, as they begin to pivot away from the camera. The white glove remains sharply defined against the damp cobblestones, while the dark sleeve glides forward into shadow, heading toward a narrow stone corner.",
+          "The person vanishes entirely behind the curved wall, leaving only the rain-slicked ground and ancient stonework in view. Distant figures remain motionless in the background, their uniforms blending into the muted tones of the fortress-like setting. The air feels still, heavy with quiet anticipation.",
+          "From the same corner, a silhouette re-emerges—first the edge of a dark sleeve, then the crisp white glove appearing at the frame’s edge. The hand moves cautiously forward, fingers slightly curled, as if resuming a ritual. The figure steps back into the scene, slow and measured, returning along the same path.",
+          "The person is now fully visible again, standing exactly as before. The dark formal sleeve with its brown cuff rests naturally, and the pristine white glove covers the hand completely, unblemished and perfectly fitted. No other features are seen—just the arm, poised above the puddle, as if time had not passed."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's short dark hair remain visible throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the color of the gloves worn by the man?",
+          "options": [
+            "A. Black",
+            "B. White",
+            "C. Gray",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the red mark on the man's glove visible both in the close-up shot and when his face is shown?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What insignia is visible on the man's epaulets?",
+          "options": [
+            "A. Three stars",
+            "B. Three circles",
+            "C. Three triangles",
+            "D. Three lines"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man maintain a serious facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single person is visible in the foreground, their arm extended toward a wet stone ledge. The individual wears a dark, possibly black, formal sleeve with a brown cuff, paired with a pristine white glove that covers the hand completely. The glove appears made of smooth fabric, likely cotton or linen, and is neatly fitted. No other part of the body or face is visible, so age, gender, hair, or build cannot be determined. The hand is positioned just above a shallow puddle along the edge of a rough-hewn stone wall, suggesting deliberate motion or inspection. In the blurred background, several indistinct figures stand in what appears to be a historical or military setting, wearing period-style uniforms with earthy tones and armor-like elements. The environment is dimly lit, likely overcast or shaded, with damp cobblestone ground and aged stonework indicating an outdoor urban or fortress-like location. The person’s posture implies cautious or ceremonial movement, facing slightly away from the camera toward the wall.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_ee552259aaacc00e95f7249dab418047",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_ee552259aaacc00e95f7249dab418047"
+  },
+  {
+    "instance_id": "mem_openhumanvid_838dce5a9033de45ff32c1ac749a1abb",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/838dce5a9033de45ff32c1ac749a1abb.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man with a full beard and dark, wavy hair styled upward stands in a warmly lit hallway, wearing a brown zip-up sweater with gray trim over a collared shirt and suspenders. His serious expression is framed by the cream-colored walls and arched doorways behind him, while another man in a navy double-breasted uniform holds a tray of pastries nearby.",
+          "The bearded man begins to turn left, stepping forward with purpose toward a corner in the hallway. His body angles away from the camera as he moves, the suspenders shifting slightly with his motion, his face still visible but partially obscured by the curve of the wall ahead.",
+          "The corner now blocks all view of the man; only the cream-colored walls, wooden doors, and blurred figures in the background remain. Warm light spills across the polished floor, and the distant murmur of voices echoes through the quiet corridor.",
+          "From the same corner, the man re-emerges, slowly stepping back into frame. His shoulder and part of his face come into view first, the brown sweater and gray trim catching the light as he rounds the bend, his steady gaze fixed forward.",
+          "The man stands fully in frame once more, his full beard and dark, wavy hair neatly styled, wearing the same brown zip-up sweater with gray trim, collared shirt, and suspenders. He is stationary, facing the camera with a serious expression, exactly as before."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the brown sweater maintain his beard throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the uniform jacket worn by the man on the right?",
+          "options": [
+            "A. Red",
+            "B. Navy blue",
+            "C. Black",
+            "D. Gray"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man in the navy uniform consistently wearing a black tie?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How many gold stripes are visible on the sleeve of the man's uniform jacket?",
+          "options": [
+            "A. One",
+            "B. Two",
+            "C. Three",
+            "D. Four"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man in the brown sweater cross his arms at any point during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two men in the foreground, both appearing to be in their late 30s to early 50s. The man on the left has a full beard and dark, wavy hair styled upward; he wears a brown zip-up sweater with gray trim over a collared shirt and suspenders. He stands slightly angled toward the camera with a serious expression. The man on the right has short, dark hair and a rounder face; he is dressed in a dark navy double-breasted uniform jacket with gold buttons and a black tie, suggesting a formal or maritime role. He holds a tray topped with a silver finial and covered in small pastries. Both men are standing in an indoor hallway with cream-colored walls, arched doorways, and wooden doors in the background. Several other people are visible behind them, blurred, indicating a crowded space. The lighting is warm and diffused, typical of interior scenes.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_838dce5a9033de45ff32c1ac749a1abb",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_838dce5a9033de45ff32c1ac749a1abb"
+  },
+  {
+    "instance_id": "mem_openhumanvid_289e5f62cfea15b7b49bf9cbc90c223d",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/289e5f62cfea15b7b49bf9cbc90c223d.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Two men stand in a minimalist indoor space, softly lit. The man on the left has short, curly dark hair and a full beard, wearing a light gray zip-up jacket over a black and white layered shirt. He faces forward, head turned right. The man on the right has neatly styled medium-length dark hair, a dark gray suit jacket, an unbuttoned white dress shirt, and a thin black choker necklace. They are engaged in quiet conversation.",
+          "The man on the left begins to turn slowly toward the right, stepping away from his companion. His body shifts sideways as he walks toward a corner near the modern metal staircase railing. Only his back and left profile remain visible as he moves out of the frame’s center.",
+          "The corner is now empty. The minimalist interior remains unchanged—light-colored walls, a framed abstract painting, and the sleek metal railing of the staircase. Soft ambient light fills the space. No movement or presence is detectable; the scene is still and quiet.",
+          "A figure emerges from behind the same corner, reappearing gradually into view. The man on the left steps forward, only partially visible—his shoulder and side of his face entering the frame first. His posture suggests he is returning deliberately, moving with calm intent.",
+          "The man is fully back in frame, standing in the same position as before. His short, curly dark hair and full beard are unchanged. He wears the light gray zip-up jacket over the black and white layered shirt. His body faces forward, head turned right, just as in the beginning. He stands still, the scene restored exactly as it was."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does Man 1 (left) maintain his full beard throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by Man 2 (right)?",
+          "options": [
+            "A. Black",
+            "B. White",
+            "C. Blue",
+            "D. Green"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the black choker-style necklace visible on Man 2 (right) throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of jacket is Man 1 (left) wearing?",
+          "options": [
+            "A. Leather",
+            "B. Zip-up",
+            "C. Button-up",
+            "D. Hoodie"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Do both men maintain their respective positions (Man 1 on the left, Man 2 on the right) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two men are present in the frame, both appearing to be in their late twenties to early thirties. The man on the left has short, curly dark hair and a full beard, wearing a light gray zip-up jacket over a black and white layered shirt. He stands slightly angled toward the other man, with his body facing forward but head turned right. The man on the right has medium-length dark hair styled neatly, wearing a dark gray suit jacket over an unbuttoned white dress shirt with a thin black choker necklace. He is standing upright, facing left toward the first man. Both appear engaged in conversation. Behind them, a minimalist interior features a framed abstract painting on a light-colored wall and a modern metal staircase railing to the right. Lighting is soft and even, suggesting indoor ambient illumination. No visible accessories or props are held by either individual.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_289e5f62cfea15b7b49bf9cbc90c223d",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_289e5f62cfea15b7b49bf9cbc90c223d"
+  },
+  {
+    "instance_id": "mem_openhumanvid_f0faae2b9b81ee428aa8583ba550f92c",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/f0faae2b9b81ee428aa8583ba550f92c.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young male in his late teens to early twenties stands on the right side of the frame, clad in elaborate black armor adorned with intricate silver embroidery and layered textures reminiscent of ancient Chinese fantasy. His high-collared outfit features detailed shoulder pieces, dark gloves, and a sleek cascade of long black hair secured by a small decorative hairpin. A red triangular mark glows faintly on his forehead as he raises one hand, palm open, channeling unseen energy. Dramatic lighting highlights his commanding presence against a swirling backdrop of dark clouds, fiery embers, and abstract mystical patterns.",
+          "The figure begins to ascend a glowing stone staircase that emerges from the shadows, stepping upward with deliberate grace. His silhouette grows smaller as he moves toward the upper edge of the frame, one hand still raised, energy flickering around his palm. Only the lower half of his armored form remains visible, vanishing gradually into the misty heights above.",
+          "The staircase fades into the ethereal void, leaving only the dark, swirling sky filled with crimson flames and floating geometric symbols. Swirling clouds pulse with faint light, and distant embers drift like stars. The scene is still and silent, devoid of any human presence, yet charged with latent power.",
+          "From the top of the frame, a shadow descends slowly—first the gleaming silver shoulder piece, then the curve of the high collar. The figure’s long black hair flows down as he steps back into view, one gloved hand still raised, palm open. The red mark on his forehead pulses softly as he nears the center of the frame.",
+          "The young man is fully back in frame, standing tall and poised on the right side, identical to before. His black armor with silver embroidery, high collar, and detailed shoulder pieces are perfectly intact. His long black hair falls past his shoulders, held by the delicate hairpin, and the red triangular mark glows steadily on his forehead. He stands still, hand raised, facing slightly forward, as the mystical background swirls behind him."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Do the two male characters with elaborate costumes and headpieces remain in the frame throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the face markings on the male characters?",
+          "options": [
+            "A. Red",
+            "B. Gold",
+            "C. Blue",
+            "D. Black"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the ornate headpieces worn by the male characters consistent in design (horns/antlers) across different shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of weapons or props are the male characters holding?",
+          "options": [
+            "A. Swords",
+            "B. Staffs",
+            "C. Axes",
+            "D. No visible weapons"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the costume style of the male characters change from one shot to another within the first 6 seconds?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "One person, a young male in his late teens to early twenties, stands prominently on the right side of the frame. He wears an elaborate black outfit with intricate silver embroidery and layered textures, resembling traditional fantasy or ancient Chinese armor, featuring high collars and detailed shoulder pieces. His long, straight black hair is styled sleekly, falling past his shoulders, with a small decorative hairpin visible at the crown. A red triangular mark adorns his forehead. He wears dark gloves and holds one hand raised upward, palm open, as if channeling energy. His posture is upright and commanding, facing slightly toward the camera. The background is a dark, ethereal scene with swirling clouds, fiery elements, and abstract patterns, suggesting a mystical or otherworldly setting. Lighting focuses on him, casting dramatic shadows and highlighting his features against the moody, fantastical backdrop.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_f0faae2b9b81ee428aa8583ba550f92c",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_f0faae2b9b81ee428aa8583ba550f92c"
+  },
+  {
+    "instance_id": "mem_openhumanvid_7dbe82b3856152fb0c0ee99ef4082b0a",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/7dbe82b3856152fb0c0ee99ef4082b0a.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Two young East Asian men stand side by side in a softly lit room with wooden paneling and pale yellow striped wallpaper. Both wear matching gray open-front jackets over cream-colored traditional shirts with buttoned collars. The man on the left has short, neatly side-parted black hair; the one on the right has slightly longer, tousled wavy hair. Neither wears accessories. Their expressions are calm and neutral, framed by a geometric-patterned glass window to the left.",
+          "The man on the right begins to walk slowly backward into the depth of the room, his figure receding toward the far wall. His jacket sways gently with each step, and his tousled hair catches the soft daylight as he moves deeper into the background, still partially visible against the warm wooden panels.",
+          "The room is now empty—no trace of either man remains. Only the quiet stillness lingers. The wooden paneling, striped wallpaper, and geometric window frame remain unchanged under the diffused natural light. A faint shadow stretches across the floor where they once stood, but no movement disturbs the scene.",
+          "From the far end of the room, a figure emerges—first just the edge of a gray jacket, then the silhouette of the man with wavy dark hair. He walks steadily forward, his steps measured and deliberate. As he nears, the cream shirt beneath the jacket becomes visible, and the soft light glints off his tousled locks.",
+          "The man stands fully in frame, centered and still. He wears the same gray open-front jacket over the cream traditional shirt, his wavy dark hair tousled as before. No accessories adorn him. His expression is calm, matching his earlier appearance exactly. The room remains unchanged, bathed in soft daylight."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man on the right maintain the same facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the jacket worn by the man on the right?",
+          "options": [
+            "A. Dark Blue",
+            "B. Light Green",
+            "C. Grey",
+            "D. Beige"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man on the right's curly hair style consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the man on the right turn his head during the video?",
+          "options": [
+            "A. Always facing forward",
+            "B. Turns left, then right, then up",
+            "C. Stays still",
+            "D. Only turns right"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man on the right's facial features (eyes, nose, mouth) change between frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two young East Asian men, both appearing to be in their late teens or early twenties. They are dressed in matching gray, open-front jackets over cream-colored traditional-style shirts with buttoned collars and front closures; the fabric appears lightweight and possibly cotton or linen. Neither man wears any visible accessories such as glasses, jewelry, or hats. The man on the left has short, dark black hair styled neatly with a side part, while the man on the right has slightly longer, wavy dark hair that is tousled. Both have slim builds and neutral complexions. The man on the left stands slightly turned toward the center, looking off-frame to his right with a calm expression, while the man on the right faces forward with an open mouth, suggesting surprise or exclamation. They stand indoors against a backdrop of wooden paneling and pale yellow wallpaper with vertical stripes and subtle patterns. A geometric-patterned glass window with brown framing is visible on the left. The lighting is soft and even, likely natural daylight diffused through windows.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_7dbe82b3856152fb0c0ee99ef4082b0a",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_7dbe82b3856152fb0c0ee99ef4082b0a"
+  },
+  {
+    "instance_id": "mem_openhumanvid_3763e43f45788c935229311ad8a966e1",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/3763e43f45788c935229311ad8a966e1.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman stands in the foreground, framed by soft pink cherry blossoms. She wears a flowing silk qipao in deep crimson with golden embroidery, her long black hair styled in an elegant updo adorned with a delicate jade hairpin. She holds a folded paper fan in one hand, its surface painted with lotus flowers. The ambient glow highlights her poised stillness beneath the classical columns.",
+          "She begins to walk away from the camera, stepping gracefully toward the illuminated doorway in the background. Her qipao sways gently with each step, the fan held loosely at her side. The blossoms frame her silhouette as she moves deeper into the scene, her figure gradually receding into the warm light of the building’s entrance.",
+          "The doorway glows softly, casting a golden hue across the stone steps and columns. Cherry blossoms sway slightly in the night breeze, their petals drifting down like whispers. The wall sconces flicker faintly, illuminating the gold Chinese characters above the door. The scene remains still and serene, untouched by human presence.",
+          "From the far background, a figure emerges slowly from the shadowed doorway. She walks forward, her crimson qipao catching the ambient light as she steps into view. The edge of her sleeve brushes past a branch, stirring a few blossoms. Only part of her form is visible—her face still hidden behind the archway’s glow.",
+          "The woman stands fully in frame, centered beneath the blooming branches. Her crimson silk qipao with golden embroidery is pristine, her black hair neatly pinned with the jade hairpin, and the lotus-painted fan rests lightly in her hand. She is still, composed, and exactly as she was before—unchanged, unbroken, present."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Do both men maintain the same relative positions to each other while walking?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What item does one of the men carry in his left hand?",
+          "options": [
+            "A. A hat",
+            "B. A briefcase",
+            "C. A bag",
+            "D. A cane"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the taller man consistently on the left side of the shorter man throughout their walk?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Do both men's clothing details (color and style) remain unchanged as they walk down the street?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "How many distinct items are visible on the taller man?",
+          "options": [
+            "A. One",
+            "B. Two",
+            "C. Three",
+            "D. None"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "There are no people visible in this frame. The image depicts a nighttime scene of an architectural structure with classical columns and a balcony, partially framed by branches of pink cherry blossoms in full bloom. The building features illuminated wall sconces and a central doorway with a lit interior, suggesting a formal or historical setting. Gold Chinese characters are mounted above the entrance, adding cultural context. The lighting is soft and ambient, emanating from fixtures on the walls and ceiling, casting gentle shadows. The foreground is dominated by delicate pink flowers and dark tree branches, creating a contrast between natural beauty and man-made elegance. The environment appears serene and still, with no signs of human presence or movement.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_3763e43f45788c935229311ad8a966e1",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_3763e43f45788c935229311ad8a966e1"
+  },
+  {
+    "instance_id": "mem_openhumanvid_188a2b7be5c301471e43386cd1414865",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/188a2b7be5c301471e43386cd1414865.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A person stands centered in the frame, framed by sheer white curtains fluttering gently in a soft breeze. They wear a tailored navy-blue coat over a cream turtleneck, dark trousers, and polished black boots. Their short, neatly styled ash-blonde hair catches the diffused daylight. A silver wristwatch glints on their left arm as they hold a vintage leather satchel in their right hand.",
+          "The person begins to walk steadily toward the left edge of the frame, their posture upright and deliberate. The satchel swings slightly with each step, and the hem of their coat brushes against the window sill. Half of their body is now out of view, but their movement remains smooth and unhurried.",
+          "The frame is empty. Only the translucent curtains ripple faintly in the breeze, revealing the blurred outlines of scaffolding and stacked green-marked crates beyond the glass. Sunlight filters through the fabric, casting soft shadows across the windowpane. The urban construction site remains still and silent.",
+          "From the right side of the frame, a glimpse of dark trousers and polished boots appears, followed by the edge of the navy-blue coat. The person steps forward slowly, re-emerging into view. The satchel comes into sight, swinging gently as they continue walking inward.",
+          "The person stands fully within the frame, centered once more. Their ash-blonde hair is neatly styled, the navy-blue coat drapes perfectly over the cream turtleneck, and the silver wristwatch gleams under natural light. They hold the vintage leather satchel in their right hand, standing still and composed, exactly as before."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hair remain tied back in a low ponytail throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of earrings does the woman wear?",
+          "options": [
+            "A. Hoop earrings",
+            "B. Stud earrings",
+            "C. Dangle earrings",
+            "D. No earrings"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman's white lace top consistently visible and unchanged in style during the conversation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the woman's facial expression change during the interaction?",
+          "options": [
+            "A. From neutral to serious",
+            "B. From neutral to smiling",
+            "C. From smiling to neutral",
+            "D. From serious to smiling"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman maintain eye contact with the man throughout the entire conversation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "There are no people visible in this frame. The image shows a close-up view through a window partially covered by sheer, light-colored curtains, with the focus on the glass and fabric rather than any individual. The background reveals an out-of-focus construction site or industrial area, including scaffolding, wooden planks, and stacked materials, possibly crates or containers with green markings. The lighting is diffused and natural, suggesting daytime, but no human figures, clothing, accessories, hair, or physical features can be observed. The scene appears static, with no movement or presence of individuals within the frame. The environment suggests an urban or semi-urban setting undergoing development or renovation, though no specific details about people are discernible.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_188a2b7be5c301471e43386cd1414865",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_188a2b7be5c301471e43386cd1414865"
+  },
+  {
+    "instance_id": "mem_openhumanvid_b9485671363cffdfe3542fea69b00efb",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/b9485671363cffdfe3542fea69b00efb.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man and a woman stand in a softly lit institutional room with barred windows. The man, on the left, wears a light blue long-sleeved work shirt, a white lanyard around his neck, and has short black hair. The woman, in the foreground right, dons a dark gray vest over a white collared shirt, her short dark hair neatly styled, face serious as she gazes off-camera.",
+          "The woman begins to turn slowly toward the left, stepping forward with measured purpose. Her vest shifts slightly as she moves, her expression unchanged. She walks past the man, who remains still, and edges out of frame, her silhouette narrowing as she approaches the corner.",
+          "The corner is now empty. The room remains quiet, bathed in natural daylight filtering through the barred windows. The clinical walls, pale floor, and faint shadows linger—no movement, no sound, just the stillness of an unoccupied space.",
+          "From the same corner, a figure emerges—first a glimpse of dark fabric, then the edge of a navy vest. The woman steps back into view, her posture steady, her gaze fixed ahead. Her white collared shirt and short dark hair become clearer as she advances into the frame.",
+          "The woman stands fully within the frame, identical to before—dark gray vest over a crisp white shirt, short dark hair framing her face, expression serious. The light blue-shirted man remains beside her, unchanged. Both are still, their appearances exactly as they were at the start."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hairstyle remain unchanged as she turns to face the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the lanyard worn by the woman?",
+          "options": [
+            "A. Yellow",
+            "B. Orange",
+            "C. Red",
+            "D. Blue"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman's facial expression consistent before and after she turns to face the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of shirt is the woman wearing?",
+          "options": [
+            "A. Sleeveless top",
+            "B. Collared shirt",
+            "C. Tank top",
+            "D. Hoodie"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the lighting on the woman's face change significantly as she turns to face the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The frame features two individuals, a man and a woman, both appearing to be in their late twenties to early thirties. The man, positioned on the left side of the frame, wears a light blue, long-sleeved work shirt with a visible white lanyard or cord around his neck; his attire suggests a uniform. He has short black hair, a neutral expression, and is standing slightly turned away from the camera, facing left. The woman, in the foreground on the right, wears a dark gray or navy vest over a white collared shirt, also resembling a uniform. Her hair is short, dark, and neatly styled, framing her face. She has a serious, contemplative expression, with her gaze directed slightly off-camera. Both appear slim and composed. The setting is an indoor room with barred windows allowing natural daylight, suggesting a clinical or institutional environment such as a hospital or office. The lighting is soft and even, highlighting their faces without harsh shadows.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_b9485671363cffdfe3542fea69b00efb",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_b9485671363cffdfe3542fea69b00efb"
+  },
+  {
+    "instance_id": "mem_openhumanvid_14d97466f9aadcf3095d69c243357aca",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/14d97466f9aadcf3095d69c243357aca.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A person sits cross-legged on a patterned rug in a dimly lit room, facing away from the camera. They wear a flowing cream-colored robe with intricate embroidery along the hem and sleeves, layered over bright yellow satin trousers that catch the soft light. A dark blue cuff adorns one wrist, and long, dark braided hair trails down their back, ending in a small tassel. A thin black cord runs vertically along the robe’s spine. The room glows with warm, low lighting, casting gentle shadows around wooden furniture and ceremonial objects like incense sticks and small flags.",
+          "The person slowly rises from the rug, maintaining a composed posture. Their hands lift gently from their lap as they turn slightly to the left, stepping toward a faintly visible staircase ascending into the upper frame. The cream robe sways softly, revealing more of the yellow trousers beneath. Only the lower half remains fully visible as they begin their ascent.",
+          "The staircase is now empty. The dim room holds stillness—only the patterned rug, wooden furnishings, and ceremonial objects remain under the warm glow. Shadows stretch across the floor, and the faint scent of incense lingers in the air. No movement disturbs the quiet space.",
+          "From the top of the frame, a figure begins to descend. The edge of the cream robe appears first, followed by the yellow satin trousers catching the light. The dark blue cuff and braided hair come into view as the person steps down, moving slowly and deliberately. Only the upper portion of their form is visible as they re-enter the scene.",
+          "The person is fully seated again, cross-legged on the patterned rug, facing away from the camera. They wear the same flowing cream robe with embroidered details, layered over bright yellow satin trousers. The dark blue cuff rests at the wrist, and long, dark braided hair ends in a small tassel. The thin black cord runs down the back of the robe. The room remains unchanged, warm and still, as the person sits motionless, perfectly restored."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hair remain tied back in a braid throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the outer robe worn by the man?",
+          "options": [
+            "A. Red",
+            "B. Yellow",
+            "C. Green",
+            "D. Blue"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing a beard and mustache that appear white or gray?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary material or style of the man's headwear (if any)?",
+          "options": [
+            "A. A hat",
+            "B. A headband",
+            "C. A braid secured with a hairpin",
+            "D. None"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's posture remain seated and still throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "One person is seated cross-legged on a patterned rug in a dimly lit indoor space, likely a traditional or ceremonial room. The individual appears to be an adult of indeterminate gender, with a slender build and posture suggesting stillness or meditation. They wear a flowing, cream-colored robe with intricate embroidered patterns along the hem and sleeves, layered over bright yellow satin trousers that reflect light softly. A dark blue cuff or sleeve cover is visible at the wrist, contrasting with the lighter fabric. Their hair is long, dark, and braided tightly down the back, ending in a small tassel. No jewelry or accessories are visible, but a thin black cord runs vertically along the back of the robe. The person faces away from the camera, angled slightly to the left, with their hands resting gently on their lap. The background includes faint outlines of wooden furniture and ceremonial objects, such as incense sticks or small flags, under warm, low lighting that casts soft shadows across the scene.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_14d97466f9aadcf3095d69c243357aca",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_14d97466f9aadcf3095d69c243357aca"
+  },
+  {
+    "instance_id": "mem_openhumanvid_41619371dfb3eec067208f1b4d1a17c2",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/41619371dfb3eec067208f1b4d1a17c2.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late 30s to early 40s sits centered at a cluttered desk, angled slightly left. He wears a dark olive-green button-up jacket over a maroon shirt, both matte with visible stitching. His short, tousled black hair frames his face as he focuses downward, holding a red pen in his right hand. A black-strapped wristwatch rests on his left wrist, while papers, books, and office supplies surround him under soft overhead light.",
+          "The man shifts forward, rising from the chair with deliberate motion. He turns toward the upper left of the frame, lifting his legs as he begins ascending an unseen staircase. His back faces the viewer, the red pen still gripped in his hand, partially obscured by the edge of the desk as he moves upward and out of view.",
+          "The desk remains cluttered beneath dim lighting—papers scattered, a gray pen holder standing upright, a small figurine glinting faintly. The beige wall and dark shelving are still visible, shadows stretching across the surface. No movement or presence; only silence and stillness fill the space where the man once sat.",
+          "From the top of the frame, a figure descends slowly into view. The silhouette of a man’s head and shoulders emerges, stepping down the stairs. His dark olive-green jacket and maroon shirt become visible, along with the red pen now lowered in his hand. His posture is focused, moving steadily toward the desk.",
+          "The man stands fully within the frame, seated again at the cluttered desk. He wears the same dark olive-green jacket over a maroon shirt, both matte with visible stitching. His short, tousled black hair falls just above his ears, and the black-strapped wristwatch remains on his left wrist. He holds the red pen poised over the notebook, eyes focused downward, exactly as before."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's short brown hair appear consistently styled throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the jacket worn by the man in the video?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. Brown",
+            "D. Black"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the black wristwatch visible on the man's left wrist in all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of clothing is the man wearing underneath his green jacket?",
+          "options": [
+            "A. White t-shirt",
+            "B. Brown t-shirt",
+            "C. Gray sweater",
+            "D. No shirt"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man maintain the same seated posture throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "One adult male, appearing to be in his late 30s to early 40s, is seated at a cluttered desk in a dimly lit room. He wears a dark olive-green button-up jacket over a maroon shirt, both made of matte fabric with visible stitching. His short, slightly tousled black hair falls just above his ears, and he has a neutral expression with focused eyes directed downward at an open notebook. He holds a red pen in his right hand, poised over the paper, while his left hand rests near the edge of the page. A wristwatch with a black strap is visible on his left wrist. The man sits centered in the frame, angled slightly toward the viewer’s left, with his torso leaning forward in concentration. The desk is strewn with papers, books, a gray cylindrical container holding pens, a small figurine, and various office supplies. Behind him, a muted beige wall and dark shelving are partially visible, illuminated by soft overhead lighting that casts subtle shadows across his face and surroundings.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_41619371dfb3eec067208f1b4d1a17c2",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_41619371dfb3eec067208f1b4d1a17c2"
+  },
+  {
+    "instance_id": "mem_openhumanvid_ddc4ee429021570696b60649686892d3",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/ddc4ee429021570696b60649686892d3.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late twenties stands upright, clad in a richly embroidered red and gold robe with silver trim, layered over a green vest-like garment. His long black hair is tied back with a decorative hairpin, and he faces slightly right, gazing intently at the seated man. The setting is an opulent room with red lacquered walls and white lattice windows, softly lit to highlight intricate textures.",
+          "The man begins to walk steadily toward the left, his movements deliberate and composed. The hem of his ornate robe sways gently as he moves, the silver trim catching the light. His profile remains visible, the green vest and tied-back hair still prominent as he steps partially out of frame.",
+          "The man has fully exited the scene; no part of him is visible. The room remains still—red lacquered walls, white lattice windows, and the low wooden table with fruit untouched. The soft lighting continues to illuminate the detailed architecture and the quiet elegance of the space.",
+          "From the right side of the frame, the man re-enters, emerging slowly. Only his shoulder and part of his robe are visible at first, the red fabric and gold embroidery glinting subtly. His long black hair, secured with the hairpin, drapes slightly over his shoulder as he steps forward.",
+          "The man is now fully back in frame, standing upright and facing slightly right. He wears the same red and gold embroidered robe with silver trim, the green vest-like overlay, and his long black hair tied back with the decorative hairpin. He is stationary, his gaze fixed on the seated man, the scene unchanged from the beginning."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does Man 1 maintain his long dark hair tied back throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the primary robe worn by Man 2?",
+          "options": [
+            "A. Red",
+            "B. Yellow",
+            "C. Green",
+            "D. Blue"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is Man 2's goatee visible in all frames of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of headwear does Man 1 have?",
+          "options": [
+            "A. A crown",
+            "B. A headband",
+            "C. A hairpin",
+            "D. None"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does Man 2's braided hairstyle change during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two men in a traditional Chinese setting. The man on the left, appearing to be in his late twenties, stands upright and wears an ornate red and gold embroidered robe with silver trim and a green vest-like overlay; he has long black hair tied back with a decorative hairpin. He is slender, facing slightly right, and gazes toward the other man. The man on the right, likely in his forties, sits at a low wooden table, dressed in a yellow silk tunic with intricate geometric patterns on the sleeves and a long braid over his shoulder. He sports a thick mustache and beard and holds a tray with fruit, including apples and bananas. Both are positioned indoors against red lacquered walls with white lattice windows. The lighting is soft and even, highlighting the rich textures of their garments and the detailed architecture surrounding them.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_ddc4ee429021570696b60649686892d3",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_ddc4ee429021570696b60649686892d3"
+  },
+  {
+    "instance_id": "mem_openhumanvid_817969e50ee353b7ce1f00aac13da122",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/817969e50ee353b7ce1f00aac13da122.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late 30s to early 40s sits in the foreground, facing slightly right. He has short, dark brown hair with a neat tapered cut and a light mustache. His expression is serious, brows furrowed, mouth slightly open. He wears a black zip-up jacket with red accents on the collar and inner lining over an unbuttoned light blue collared shirt. No accessories are visible. His elbows rest forward, posture engaged. The background is softly blurred—warm wooden tones, indistinct chairs, ambient lighting casting soft shadows.",
+          "The man shifts his weight, leaning back slightly before pushing himself up from the surface. He turns toward the left side of the frame, stepping forward with purpose. His jacket moves with him, revealing more of the red lining as he begins to walk past a large stone pillar that starts to block his form.",
+          "The pillar now fully obscures the man. Only the warm, softly lit interior remains—wooden paneling, muted café-style seating, and dim overhead lights casting gentle glows. The space feels quiet, still, untouched by motion. No trace of the man is visible; the environment stands alone in calm stillness.",
+          "From behind the pillar’s right edge, a sliver of black jacket appears, followed by the curve of his shoulder. The red accent along the collar peeks into view. His movement is steady, deliberate. He steps further into frame, half-visible now, the light catching the edge of his dark hair and the faint outline of his mustache.",
+          "The man is fully back in frame, seated again in the same position as before. His short dark brown hair, light mustache, and serious expression remain unchanged. He wears the black zip-up jacket with red accents and the unbuttoned light blue shirt. No accessories. Elbows rest forward, posture engaged. The background remains softly blurred, warm and still. He is stationary, exactly as in the beginning."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When the man turns back to face the camera after walking away, does he still have short dark hair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main body of the jacket worn by the man?",
+          "options": [
+            "A. Black",
+            "B. Red",
+            "C. Orange",
+            "D. Blue"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing white earphones both before and after turning around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the color of the sleeves on the man's jacket?",
+          "options": [
+            "A. Red",
+            "B. Black",
+            "C. White",
+            "D. Gray"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression change from serious to smiling when he turns back to face the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single adult male, appearing to be in his late 30s to early 40s, is seated in the foreground of the frame, facing slightly to the right. He has short, dark brown hair with a neat, tapered cut and a light mustache. His facial expression is serious, with furrowed brows and a slightly open mouth as if mid-speech or contemplation. He wears a black zip-up jacket with red accents along the collar and inner lining, over a light blue collared shirt that remains unbuttoned at the top. No visible accessories such as glasses, jewelry, or hats are present. His posture is leaned forward, elbows resting on an unseen surface, suggesting engagement in conversation or deep thought. The background is softly blurred, indicating an indoor setting with warm wooden tones, possibly a café or office lounge, featuring indistinct chairs and ambient lighting that casts soft shadows across his face.",
+      "exit_plan": {
+        "exit": "steps behind a large foreground object (pillar, wall, or vehicle) blocking the view entirely",
+        "return": "emerges from the other side of the occluding object"
+      }
+    },
+    "task_id": "mem_openhumanvid_817969e50ee353b7ce1f00aac13da122",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_817969e50ee353b7ce1f00aac13da122"
+  },
+  {
+    "instance_id": "mem_openhumanvid_27dbb2a1fbe651997d8b80c4f8ba1db8",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/27dbb2a1fbe651997d8b80c4f8ba1db8.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman in her late 40s or early 50s sits centered on a couch, her short dark black bob neatly styled with a straight fringe. She wears a vibrant royal blue long-sleeved sweater with wide sleeves, loose cream-colored pants, and a thin black bracelet on her left wrist. Her hands rest gently around a small white cup in her lap. She gazes off-frame with a contemplative expression, framed by two dark gray pillows and one orange floral throw pillow. Behind her, a modern kitchen glows softly under warm evening light.",
+          "The woman slowly shifts her posture, turning her upper body to the right. Her hands lift the white cup slightly as she rises from the couch. Her movement is deliberate and quiet, her blue sweater draping over her arms as she begins to walk toward the corner of the room. Only her back and part of her profile remain visible as she moves out of frame.",
+          "The couch remains empty, the two dark gray pillows and the patterned orange throw pillow undisturbed. The kitchen behind—wooden cabinets, stainless steel appliances, a toaster, paper bags, and stacked containers—is still bathed in soft, warm light. No motion, no sound. The space feels quiet and expectant.",
+          "A figure emerges from the same corner, rounding into view. The woman’s silhouette appears first, then her royal blue sweater, the wide sleeves catching the light. Her short black hair and straight fringe become visible as she steps forward, her hands once again cradling the small white cup. She walks steadily, partially framed by the edge of the couch.",
+          "The woman is now fully in frame, seated once more on the couch in the exact same position. Her short dark black bob, straight fringe, and relaxed posture are unchanged. She wears the vibrant royal blue sweater, cream pants, and the thin black bracelet on her left wrist. Her hands hold the white cup in her lap, and she faces slightly to her right, gazing off-frame with the same contemplative expression. The scene is still, complete, and identical to the beginning."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman in the blue sweater maintain the same hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the woman's pants?",
+          "options": [
+            "A. Blue",
+            "B. White",
+            "C. Black",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the silver bracelet visible on the woman's left wrist both before and after the man sits down?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What item is the woman holding in her hands?",
+          "options": [
+            "A. A book",
+            "B. A phone",
+            "C. A small white cup",
+            "D. A remote control"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's facial expression remain neutral throughout the interaction with the man?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single adult woman, appearing to be in her late 40s or early 50s, sits centered in the frame on a couch. She has short, dark black hair styled in a neat bob with a straight fringe. Her build is slender and she maintains an upright posture with hands gently clasped around a small white cup held in her lap. She wears a vibrant royal blue long-sleeved sweater with a relaxed fit and wide sleeves, paired with loose-fitting cream-colored pants. No visible jewelry or accessories adorn her, though a thin black bracelet is noticeable on her left wrist. The background reveals a modern kitchen with wooden cabinets, stainless steel appliances, and various items such as a toaster, paper bags, and stacked containers. The lighting is soft and warm, suggesting indoor evening illumination. She faces slightly to her right, gazing off-frame with a contemplative expression, seated between two dark gray pillows and one patterned orange throw pillow featuring floral and paisley designs.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_27dbb2a1fbe651997d8b80c4f8ba1db8",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_27dbb2a1fbe651997d8b80c4f8ba1db8"
+  },
+  {
+    "instance_id": "mem_openhumanvid_27a4f86d1261e7f67c5d08604dfc5aa7",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/27a4f86d1261e7f67c5d08604dfc5aa7.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Two women sit on low stone benches in a sunlit garden. The woman on the left, in her late 60s or early 70s, wears a mustard-yellow sleeveless vest with dark trim over a green patterned blouse and a dark gray skirt. Her short, neatly styled gray hair frames her face, and a thin bracelet glints on her left wrist. The woman on the right, in her 40s or 50s, has shoulder-length dark brown hair and is draped in a red-and-brown plaid shawl over a navy blue top and light blue skirt. A silver outdoor faucet blurs in the foreground, while potted plants, a wooden fence, and a green rain barrel form a rustic backdrop under natural daylight.",
+          "The woman on the right slowly rises from her bench, turning toward the right side of the frame. Her plaid shawl drapes over her shoulders as she steps forward, her navy blue top and light blue skirt swaying slightly. She moves past the edge of the frame, her body partially obscured by the stone bench as she begins to exit.",
+          "The garden remains still. The stone benches sit empty beneath dappled sunlight. The silver faucet gleams softly in the foreground, while potted plants sway gently in the breeze. The wooden fence and green rain barrel stand unchanged, framed by lush foliage and warm daylight. No trace of movement remains.",
+          "A figure reappears from the right, rounding the same corner. The woman’s plaid shawl comes into view first, followed by the curve of her shoulder and the navy blue top beneath. Her light blue skirt peeks into the frame as she steps forward, moving steadily back into the scene.",
+          "The woman is now fully visible, seated again on the stone bench. Her shoulder-length dark brown hair falls naturally, the red-and-brown plaid shawl draped over her shoulders, navy blue top and light blue skirt unchanged. She sits slightly turned toward her companion, hands resting calmly. The garden remains serene, bathed in daylight, with no sign of movement—only stillness and continuity."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the elderly woman's hair color remain gray throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the dominant color of the vest worn by the elderly woman?",
+          "options": [
+            "A. Green",
+            "B. Yellow",
+            "C. Red",
+            "D. Blue"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the elderly woman wearing any visible jewelry other than the bracelet on her left wrist?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of pants is the elderly woman wearing?",
+          "options": [
+            "A. Skinny jeans",
+            "B. Wide-leg pants",
+            "C. Shorts",
+            "D. Capris"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the elderly woman maintain a consistent smiling expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two women are seated outdoors in a garden-like setting, engaged in conversation. The woman on the left appears to be in her late 60s or early 70s; she has short, neatly styled gray hair and wears a mustard-yellow sleeveless vest with dark trim over a green patterned blouse and dark gray skirt. Her hands rest on her lap, and she wears a thin bracelet on her left wrist. The woman on the right, likely in her 40s or 50s, has shoulder-length dark brown hair and is draped in a red-and-brown plaid shawl over a navy blue top and light blue skirt. She sits slightly turned toward the other woman. Both are seated on low stone benches. In the foreground, a silver outdoor faucet is visible, partially out of focus. Behind them, a wooden fence, green rain barrel, and potted plants create a rustic backdrop under natural daylight.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_27a4f86d1261e7f67c5d08604dfc5aa7",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_27a4f86d1261e7f67c5d08604dfc5aa7"
+  },
+  {
+    "instance_id": "mem_openhumanvid_f602b4424ba5b3da8a2e62b38655abf1",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/f602b4424ba5b3da8a2e62b38655abf1.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A single adult male, late twenties or early thirties, stands in profile facing left, his medium-length dark brown hair neatly styled with a slight wave. He has a full, well-groomed beard and mustache, olive-toned skin, and a focused expression. Dressed in a dark woolen collared shirt with cream inner lining at the collar and cuffs, he holds a green smartphone to his right ear, illuminated by dim, warm light. Behind him, a green-framed doorway opens into a softly lit interior, flanked by a wooden wall with faint graffiti.",
+          "The man begins to walk steadily toward the right, his body angled slightly forward as he moves out of frame. His right hand remains raised, still holding the phone to his ear, while his dark shirt sways gently with each step. The edge of his shoulder and arm fade from view, leaving only the warmth of the light and the texture of the wooden wall behind.",
+          "The frame is now empty—no trace of the man remains. Only the dimly lit environment persists: the green-framed doorway glows softly, casting subtle shadows across the weathered wooden wall. Faint graffiti lingers in the background, untouched by movement. The warm ambient light pools quietly, filling the space where he once stood.",
+          "From the left side of the frame, the man re-emerges, stepping slowly into view. His dark woolen shirt and cream-lined collar become visible first, followed by the side of his face, still bearing the same intense expression. His right hand lifts the green smartphone to his ear once more, the motion deliberate and familiar.",
+          "The man is fully back in frame, standing in the same position as before—profile facing left, eyes focused, expression unchanged. His dark brown hair, neatly waved, frames his face; his full beard and mustache are pristine. He wears the same dark woolen shirt with cream lining at collar and cuffs, holding the green smartphone to his ear. The scene is identical to the beginning—stationary, complete, and vivid."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's facial hair (beard and mustache) remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the smartphone the man is holding?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. Silver",
+            "D. Black"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's forehead abrasion visible in all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of jacket is the man wearing?",
+          "options": [
+            "A. Leather",
+            "B. Plaid with fleece collar",
+            "C. Denim",
+            "D. Hoodie"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man maintain the same posture and position relative to the camera throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single adult male, appearing to be in his late twenties or early thirties, is captured in profile view, facing left. He has medium-length dark brown hair styled neatly with a slight wave, and a full beard and mustache that are well-groomed. His complexion is olive-toned, and he has a focused, intense expression. He wears a dark-colored, possibly woolen, collared shirt with a light beige or cream inner lining visible at the collar and cuffs, suggesting a layered outfit. He holds a green smartphone to his right ear with his right hand, indicating he is engaged in a phone call. The lighting is dim and warm, casting soft shadows on his face, with a green-framed doorway behind him leading into a softly lit interior space. The background includes a wooden wall with indistinct markings or graffiti, contributing to a rustic, possibly urban environment. He stands close to the frame's right edge, slightly angled toward the viewer, emphasizing his engagement in the conversation.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_f602b4424ba5b3da8a2e62b38655abf1",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_f602b4424ba5b3da8a2e62b38655abf1"
+  },
+  {
+    "instance_id": "mem_openhumanvid_0391393396ef5ba1c50fce444003a632",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/0391393396ef5ba1c50fce444003a632.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A dimly lit urban street from the early 20th century unfolds, with brick buildings and awnings casting long shadows. In the foreground, a man stands facing away, wearing a dark gray fedora, a high-collared dark overcoat, and sturdy boots. His posture is upright, exuding authority. To his right, another man in a light gray pinstriped suit, white shirt, dark tie, and matching fedora stares forward with a serious expression.",
+          "The man in the dark overcoat begins to walk steadily toward the left edge of the frame, his shoulders squared and movements deliberate. His fedora casts a shadow over his neck as he moves, the overcoat brushing against his legs. He is partially visible, his form fading into the alley’s gloom as he approaches the edge.",
+          "The figure has fully exited the frame, leaving only the tense atmosphere behind. The vintage black police car remains parked under the streetlamp, its \"POLICE\" insignia faintly glowing. The second man stands motionless, eyes fixed ahead. Brick walls, awnings, and a distant officer near the left edge anchor the scene in quiet suspense.",
+          "From the right side of the frame, a silhouette emerges—dark coat and fedora first, then the steady stride of heavy boots on pavement. The man re-enters slowly, his back still turned, the collar of his overcoat rising slightly in the cool air. Only half of him is visible, but his presence commands attention.",
+          "The man is now fully back in frame, standing upright and stationary. He wears the same dark gray fedora, high-collared dark overcoat, and sturdy boots as before. His posture is firm, his silhouette unchanged. The lighting highlights the texture of his clothing and the sharp lines of his silhouette, confirming every detail matches the initial moment exactly."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When the man in the gray suit turns back to face the camera after walking away, does he still have the same dark mustache?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the fedora hat worn by the main person in the video?",
+          "options": [
+            "A. Black",
+            "B. Dark Brown",
+            "C. Beige",
+            "D. Gray"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's pocket square visible both before and after he turns around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of vehicle is parked in the background behind the man?",
+          "options": [
+            "A. Motorcycle",
+            "B. Vintage car",
+            "C. Truck",
+            "D. Bicycle"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man continue to hold the small dark object in his hand after turning around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two men in a dimly lit urban street scene, likely from the early to mid-20th century. The man in the foreground, seen from behind, is wearing a dark gray fedora and a dark overcoat with a high collar, suggesting a formal or authoritative role. His build appears sturdy, and his posture is upright, facing the second man. The second man, positioned slightly to the right and facing forward, is approximately middle-aged, with short dark hair, a mustache, and a sharp jawline. He wears a light gray pinstriped suit with a white dress shirt, dark tie, and matching fedora, complemented by a pocket square. His expression is serious and observant. In the background, a vintage black police car with \"POLICE\" written on the hood is visible, along with brick buildings, awnings, and another officer in uniform near the left edge. The lighting is subdued, casting shadows and contributing to a tense, cinematic atmosphere.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_0391393396ef5ba1c50fce444003a632",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_0391393396ef5ba1c50fce444003a632"
+  },
+  {
+    "instance_id": "mem_openhumanvid_7c5301bbf87582fa8317efa8de3a3bbb",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/7c5301bbf87582fa8317efa8de3a3bbb.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Five adults stand in a wood-paneled room adorned with framed paintings. On the far left, a woman in a red blazer over a dark top, long straight dark hair, large dangling earrings, and arms crossed faces right. Beside her, a man in a gray suit, white shirt, black tie, short dark hair, and beard stares ahead. In center, a woman in a white collared shirt and black sleeveless vest, long dark hair pulled back, stands upright. To her right, a woman in a yellow top, brown ponytail, gold hoop earrings, holds a black clutch. On the far right, a woman in a bright pink blazer with a gold button, dark hair tied back, pearl-like earrings, grips a dark tablet case. Soft lighting illuminates their faces clearly.",
+          "The woman in the red blazer begins to turn toward the right side of the frame, her arms still crossed. Her long dark hair sways slightly as she pivots, her profile now visible. She steps forward, moving past the man in the gray suit, her body partially obscured by the edge of the frame as she approaches the corner.",
+          "The corner of the wood-paneled room remains empty. Framed paintings hang on the walls, softly lit by ambient light. The polished wooden floor reflects subtle shadows. No movement is visible; the space feels still and quiet, awaiting return.",
+          "A figure emerges from the right corner, stepping slowly into view. The silhouette reveals the red blazer first, then the dark top beneath. Long straight hair flows down her back, and one dangling earring catches the light. Her arms remain crossed as she advances, half-visible, re-entering the scene.",
+          "The woman in the red blazer stands fully in frame, arms crossed, facing right. Her long dark hair is straight, large dangling earrings glint, and her slim build is clear. She wears the same dark top under the red blazer. Her appearance matches exactly as before—no change. She stands still, centered in the elegant room, illuminated by soft, even light."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman in the red blazer have the same hairstyle when she turns back to face the camera after walking away?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the earrings worn by the woman in the red blazer?",
+          "options": [
+            "A. Gold",
+            "B. Silver",
+            "C. Black",
+            "D. Pink"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman in the red blazer wearing the same silver earrings both before and after turning around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the main color of the blazer worn by the woman in focus?",
+          "options": [
+            "A. Blue",
+            "B. Red",
+            "C. Yellow",
+            "D. Pink"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman in the red blazer maintain her crossed-arm posture throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Five individuals are present in the frame, appearing to be adults in their late twenties to forties, with three women and two men. The woman on the far left wears a red blazer over a dark top, her arms crossed, with long, dark hair styled straight and large dangling earrings; she has a slim build and is facing right. Next to her, a man in a gray suit, white shirt, and black tie has short dark hair, a beard, and a serious expression. In the center, a woman in a white collared shirt under a black sleeveless vest has long dark hair pulled back, standing upright. To her right, another woman in a yellow top holds a black clutch, her brown hair in a ponytail, wearing gold hoop earrings. On the far right, a woman in a bright pink blazer with a gold button holds a dark tablet case, her dark hair tied back, wearing pearl-like earrings. They stand in a wood-paneled room with framed paintings, suggesting an elegant or formal interior. Lighting is soft and even, illuminating faces clearly.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_7c5301bbf87582fa8317efa8de3a3bbb",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_7c5301bbf87582fa8317efa8de3a3bbb"
+  },
+  {
+    "instance_id": "mem_openhumanvid_a2d62d233722f264ccd7762776750def",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/a2d62d233722f264ccd7762776750def.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman with long, straight dark brown hair stands centered in the frame, wearing a coral-colored, long-sleeved button-up jacket over a darker top. She holds a large, light blue cartoon-style watering can with both hands, her posture upright and face lifted upward in a gentle smile. Behind her, a man with short dark hair wears a colorful knit sweater with horizontal bands of gray, blue, green, pink, and red, his left arm resting warmly around her shoulder. They stand against a soft pink backdrop adorned with animated hearts and a partial sun illustration.",
+          "The woman begins to walk steadily toward the left side of the frame, her movements smooth and deliberate. The watering can swings slightly with each step, her coral jacket flowing gently. Her head remains tilted upward, smiling softly, as she moves out of view, leaving only part of her torso and arm visible at the edge of the frame.",
+          "The frame is now empty of people. The soft pink backdrop remains, decorated with floating animated hearts and the half-visible sun illustration. The lighting stays bright and even, highlighting the studio’s clean aesthetic. The space feels still and quiet, awaiting the return of movement.",
+          "From the right side of the frame, the woman re-enters, stepping into view with measured grace. Only her right shoulder and arm are visible at first, the coral jacket catching the light. She carries the same light blue cartoon watering can, its handle appearing as she continues forward, her long dark hair brushing past her shoulders.",
+          "The woman is fully back in frame, standing in the same position as before. Her long, straight dark brown hair flows naturally, the coral-colored jacket neatly buttoned over her darker top. She holds the light blue cartoon watering can with both hands, her gaze lifted upward in a gentle smile. Behind her, the man remains, his arm still around her shoulder, wearing the colorful knit sweater with abstract patterns. The scene is unchanged, complete, and still."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "In the wide group shot, does the man wearing the multicolored sweater maintain the same hairstyle as in the initial close-up?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the sweater worn by the main male figure in both the close-up and group shots?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. Rainbow-striped",
+            "D. White"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman in the orange coat still holding the white watering can prop in the wide group shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How many people are clearly identifiable as the original couple (man in colorful sweater and woman in orange coat) in the wide group shot?",
+          "options": [
+            "A. 0",
+            "B. 1",
+            "C. 2",
+            "D. Cannot be determined"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression remain consistently cheerful across both the close-up and group shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, a woman and a man, both appearing to be in their late 30s to early 40s. The woman has long, straight dark brown hair and is wearing a coral-colored, long-sleeved button-up jacket over a darker top. She holds a large, light blue cartoon-style watering can prop with both hands, positioned slightly in front of her. Her posture is upright, and she is looking upward with a gentle smile. The man stands behind her, slightly to the right, with short dark hair and a warm expression. He wears a colorful knit sweater with horizontal bands of gray, blue, green, pink, and red, featuring abstract shapes. He has his left arm around her shoulder. They are standing against a soft pink backdrop adorned with animated hearts and a partial sun illustration. The lighting is bright and even, suggesting a studio setting. Chinese subtitles appear at the bottom of the frame.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_a2d62d233722f264ccd7762776750def",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_a2d62d233722f264ccd7762776750def"
+  },
+  {
+    "instance_id": "mem_openhumanvid_50d715c4d908df0d100ed558c05935da",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/50d715c4d908df0d100ed558c05935da.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman in her late twenties or early thirties stands slightly left of center, wearing a dark blue saree adorned with gold polka dots and an intricately embroidered border, draped over a vibrant green short-sleeved blouse. Her long black hair is loosely tied back, framing her face. She wears delicate gold earrings and a thin necklace, standing in soft natural light that filters through an open doorway in a traditional Indian home.",
+          "The woman begins to walk forward, turning slightly toward the right side of the frame as she moves toward a staircase leading upward. Her saree flows gently with each step, catching the sunlight. Her expression remains calm, and only her upper body is visible as she ascends, gradually disappearing from view.",
+          "The staircase now dominates the frame, its wooden steps rising into shadowed silence. Sunlight streams across the polished floor, illuminating patterned curtains and green wooden doors in the background. The room feels still and quiet, bathed in golden light, with no trace of the woman remaining.",
+          "From the top of the frame, a figure descends slowly into view—her silhouette emerging first, then the edge of her dark blue saree with gold polka dots. Her feet appear on the lower steps, followed by her legs and torso, moving steadily downward as she returns to the sunlit space.",
+          "The woman is now fully visible again, standing in the same position as before—dark blue saree with gold polka dots, green blouse, long black hair tied back, gold earrings and delicate necklace gleaming. Her posture is relaxed, facing forward, stationary, and perfectly matched to her original appearance in the scene."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hairstyle (long dark hair tied back) remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the blouse worn by the woman?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. Black",
+            "D. White"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the woman's gold earrings visible in all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What accessory is consistently visible on the woman's left wrist?",
+          "options": [
+            "A. Silver watch",
+            "B. Beaded bracelet",
+            "C. Gold bangle",
+            "D. None of the above"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman maintain eye contact with the man while looking at him?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features three individuals in a domestic interior setting. In the foreground, a woman in her late twenties or early thirties stands slightly left of center, wearing a dark blue saree with gold polka dots and a matching embroidered border, draped over a green short-sleeved blouse. Her hair is long, black, and tied back loosely. She wears gold earrings and a delicate necklace. A man in his late twenties or early thirties stands to her right, facing her, dressed in a plain white long-sleeve kurta with rolled-up sleeves; he has dark hair, a mustache, and wears a wristwatch on his left hand. Behind them, a third person, partially obscured, appears to be an older man in a brown suit walking away. The scene is set in a sunlit room with green wooden doors and patterned curtains, suggesting a traditional Indian home. Natural light filters through an open doorway, illuminating the figures softly.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_50d715c4d908df0d100ed558c05935da",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_50d715c4d908df0d100ed558c05935da"
+  },
+  {
+    "instance_id": "mem_openhumanvid_66df359de69304827ac8c906e3bcd858",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/66df359de69304827ac8c906e3bcd858.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Inside a serene traditional Japanese room with wooden beams and shoji screens, four adults stand in quiet stillness. The man on the far left wears a gray suit jacket over a white shirt, blue patterned tie, and round wire-rimmed glasses; his short black hair grays at the sides. He holds a dark-bound book, eyes focused, posture composed.",
+          "The man begins to move steadily toward the left, stepping forward with deliberate calm. His gray jacket sways slightly as he walks, the book held close to his chest. His glasses catch the soft light as he exits, half his form now obscured by the edge of the frame.",
+          "The room remains still—wooden beams stretch overhead, paper walls glow softly in natural light filtering through the glass door. Shoji screens cast delicate shadows. No figure is visible; only the quiet elegance of the space lingers, untouched and tranquil.",
+          "A faint movement stirs at the right edge of the frame. The man re-enters, emerging slowly from the side. Only his shoulder and part of his gray jacket are visible, the dark-bound book just peeking into view as he steps back into the room.",
+          "The man stands fully in frame once more, exactly as before: gray suit jacket, white shirt, blue patterned tie, round wire-rimmed glasses, short black hair with graying sides. He holds the dark-bound book firmly, posture steady, gaze calm—identical to the first moment, motionless and complete."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the black coat maintain the same hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt visible under the man's black coat?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. White",
+            "D. Gray"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "When the man looks down at 3 seconds, does his face become partially obscured?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How many times does the man in the black coat turn his head during the video?",
+          "options": [
+            "A. Once",
+            "B. Twice",
+            "C. Three times",
+            "D. Four times"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the man in the black coat consistently wearing the same white shirt under his coat throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Four individuals are present in the scene, appearing to be adults in their 40s to 60s, with three men and one woman. The man on the far left wears a gray suit jacket over a white shirt and blue patterned tie, paired with round wire-rimmed glasses; he has short black hair with graying sides and is holding a dark-bound book. Behind him, a second man in a dark coat over a black turtleneck has short dark hair and a serious expression. To his right, a third man in a dark navy coat over a light blue shirt has short black hair and looks upward toward the woman. The woman stands near a glass door, wearing a thick gray knit cardigan with black zigzag patterns, a black scarf, and short dark hair styled neatly. She holds a small object in her hand. They are inside a traditional Japanese-style room with wooden beams, shoji screens, and paper walls. Natural light filters through the glass, illuminating the interior.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_66df359de69304827ac8c906e3bcd858",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_66df359de69304827ac8c906e3bcd858"
+  },
+  {
+    "instance_id": "mem_openhumanvid_578d8af5881bc33062dd34c2f7f163a4",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/578d8af5881bc33062dd34c2f7f163a4.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A middle-aged individual stands near the right side of a quiet suburban street, partially hidden by a white building and wooden gate. They wear a dark short-sleeved shirt, light gray pants, and a beige cap that obscures their hair. A small dark shoulder bag crosses their torso. The person faces slightly away, standing upright on the curb under bright midday sunlight.",
+          "The person begins to move forward, stepping toward the upper edge of the frame. Their posture remains upright as they walk along the sidewalk, passing behind the gate and ascending a gentle ramp. Only their lower body is visible now, with the dark bag shifting slightly as they rise out of view.",
+          "The scene remains still—no trace of the person. The quiet residential street stretches beneath a clear sky, flanked by low-rise houses and greenery. Power lines crisscross above, and the wooden gate stands motionless. Sunlight bathes the pavement evenly, casting soft shadows from the trees lining the sidewalk.",
+          "From the top of the frame, a figure begins to descend. A glimpse of the light-colored cap appears first, followed by the dark shoulder bag and the top of the short-sleeved shirt. The person moves slowly down the ramp, re-entering the frame from above, partially obscured by the building’s edge.",
+          "The person is now fully visible again, standing in the same position as before. They wear the same dark short-sleeved shirt, light gray pants, and beige cap, with the dark shoulder bag slung across their torso. Their hair remains hidden, and they stand upright, facing slightly away from the camera, perfectly matching their earlier appearance."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When the woman turns back to face the camera after walking away, does her hair remain in a low ponytail?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by the main person in the video?",
+          "options": [
+            "A. Black",
+            "B. Dark Blue",
+            "C. Gray",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the dark gray crossbody bag visible on the woman's shoulder both before and after she turns around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What accessory is visible in the woman's left ear?",
+          "options": [
+            "A. Earring",
+            "B. Headband",
+            "C. Hair clip",
+            "D. Sunglasses"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's facial expression change from neutral to smiling when she turns back to face the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single individual, appearing to be a middle-aged adult of indeterminate gender, stands near the right side of a quiet residential street, partially obscured by a white building and a wooden gate. They are dressed in a dark-colored short-sleeved shirt and light gray pants, with no visible patterns or logos. The person wears a light-colored cap, possibly beige or off-white, and carries a small dark shoulder bag slung across their torso. Their hair is not clearly visible due to the cap and angle. They appear to have a medium build and stand upright, facing slightly away from the camera toward the center of the road. The environment is a suburban neighborhood with low-rise houses, greenery along the sidewalks, overhead power lines, and a clear sky suggesting daytime. Lighting is natural and even, indicating midday. The person is positioned near the curb, close to a sidewalk that runs parallel to the asphalt road.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_578d8af5881bc33062dd34c2f7f163a4",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_578d8af5881bc33062dd34c2f7f163a4"
+  },
+  {
+    "instance_id": "mem_openhumanvid_086c90725c554e8b86dcbe57f633a054",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/086c90725c554e8b86dcbe57f633a054.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late 30s to early 40s stands still, facing slightly right but gazing directly at the camera with a serious expression. He has shoulder-length, dark brown hair tousled across his forehead, wearing a light off-white traditional robe of soft cotton or linen with a high collar, loosely draped. The dimly lit room behind him features blurred wooden elements and faint red drapery.",
+          "The man begins to move upward, stepping onto a narrow staircase that ascends from the lower frame toward the top. His body tilts forward slightly as he climbs, one foot after another, his robe flowing gently with each step. Only his torso and legs remain visible as he rises into the upper portion of the frame.",
+          "The staircase is now empty. The dim interior remains unchanged—soft shadows cast across worn wooden steps, faint red drapery hanging in the background, and muted tones dominating the space. A quiet stillness fills the air, with only the lingering impression of movement in the emptiness.",
+          "From the top edge of the frame, a silhouette descends slowly. The man reappears, feet first, descending the same staircase. His robe sways slightly as he moves downward, his form gradually becoming clearer. The upper half of his body emerges, still partially obscured by shadow.",
+          "The man is fully back in frame, standing upright and motionless. He wears the same light off-white traditional robe with a high collar, made of soft cotton or linen. His shoulder-length dark brown hair falls across his forehead, tousled yet neat. No accessories are visible. He looks directly at the viewer with the same intense focus as before."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hair color remain consistently dark throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the robe worn by the man in the video?",
+          "options": [
+            "A. Red",
+            "B. Blue",
+            "C. White",
+            "D. Black"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's facial expression consistent across all frames, showing no significant changes?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the man's gaze change over time in the video?",
+          "options": [
+            "A. He looks directly at the camera throughout",
+            "B. He looks to his left and then back to the center",
+            "C. He looks to his right and then back to the center",
+            "D. His gaze remains unfocused and blurry"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's robe appear to have any visible patterns or logos?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features a single male individual, appearing to be in his late 30s to early 40s, with a medium build and a serious expression. He has shoulder-length, dark brown hair styled in a slightly tousled manner, with strands falling across his forehead. He is wearing a light-colored, possibly off-white or pale gray, traditional-style robe made of a soft, textured fabric that suggests cotton or linen; the garment has a high collar and appears loosely draped. No visible accessories such as jewelry, glasses, or hats are present. His posture is upright, and he is seated or standing close to the camera, facing slightly to the right but looking directly toward the viewer with intense focus. The background is dimly lit and blurred, suggesting an indoor setting with muted tones—possibly a room with wooden elements and faint red drapery. A partial silhouette of another figure is visible in the foreground on the right, out of focus.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_086c90725c554e8b86dcbe57f633a054",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_086c90725c554e8b86dcbe57f633a054"
+  },
+  {
+    "instance_id": "mem_openhumanvid_e4c28c91618e764bd2ac38b7660f8755",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/e4c28c91618e764bd2ac38b7660f8755.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A middle-aged man stands centered in a sun-dappled grassy field, his fair complexion framed by light brown hair receding at the temples and a neatly trimmed reddish-brown beard. He wears a dark gray herringbone wool suit jacket over a white dress shirt with fine vertical stripes, a red silk tie with small white geometric patterns, and a black bowler hat tilted forward. His posture is upright, expression serious, facing slightly right.",
+          "The man begins to walk steadily toward the left, his movements deliberate and unhurried. The bowler hat tilts slightly as he moves, the edge of his suit jacket brushing the frame’s boundary. Only half of his form remains visible, his red tie still prominent against the soft green backdrop as he exits.",
+          "The figure is completely gone. The grassy field stretches into the distance, dotted with blurred trees under a pale, late-afternoon sky. Gentle breezes ripple through the tall grass, casting subtle shadows. No trace of the man remains—only nature, still and quiet, bathed in golden light.",
+          "From the right edge of the frame, the man re-emerges, stepping slowly into view. His black bowler hat appears first, followed by the shoulder of the dark gray herringbone jacket. The red silk tie glints faintly in the sunlight as he continues forward, his presence returning with calm certainty.",
+          "The man is now fully in frame, standing upright and motionless. His light brown hair, receding at the temples, frames a face with a neat reddish-brown beard and mustache. He wears the same dark gray herringbone suit, white striped shirt, red patterned tie, and black bowler hat, identical to before. The scene holds still, complete."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's reddish-brown beard remain visible and consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of hat is worn by the main person in the video?",
+          "options": [
+            "A. Fedora",
+            "B. Bowler",
+            "C. Top hat",
+            "D. Trilby"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's red patterned tie consistently visible and unchanged in design throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What color is the man's suit jacket?",
+          "options": [
+            "A. Black",
+            "B. Dark gray",
+            "C. Charcoal",
+            "D. Navy"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man maintain eye contact with the other person (partially visible on the left) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, with one prominently in the foreground and the other partially visible on the left edge. The central figure is a middle-aged man with a fair complexion, light brown hair receding at the temples, and a neatly trimmed reddish-brown beard and mustache. He wears a dark gray herringbone-patterned wool suit jacket over a white dress shirt with fine vertical stripes, paired with a red silk tie adorned with small white geometric patterns. A black bowler hat sits atop his head, slightly tilted forward. His posture is upright, facing slightly to the right of the frame, with a serious expression. The second person, only partially seen, appears to wear a similar dark hat and coat. They stand outdoors in a grassy field with blurred trees and a pale sky in the background, suggesting late afternoon lighting with soft natural illumination.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_e4c28c91618e764bd2ac38b7660f8755",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_e4c28c91618e764bd2ac38b7660f8755"
+  },
+  {
+    "instance_id": "mem_openhumanvid_e5b327777026e9558f364e3e23c4b45e",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/e5b327777026e9558f364e3e23c4b45e.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man and woman lie side by side on a bed with a deep green tufted headboard. The man wears an unbuttoned blue and white vertically striped pajama shirt, soft fabric draping over his chest, a silver button gleaming near the collar. He has short dark brown hair, light stubble, eyes closed in calm repose. The woman rests her head on his chest, blonde hair loosely framing her face, bare shoulders suggesting a nightgown, lips slightly parted in peaceful sleep.",
+          "The man slowly lifts his head, eyes still closed, and begins to sit up. His movements are deliberate, arms rising gently as he shifts weight toward the left side of the frame. The striped pajama shirt sways softly with his motion. His body gradually exits leftward, only his shoulder and arm remaining visible as he slips out of view.",
+          "The bed remains undisturbed, the green tufted headboard prominent under dim ambient light. The white pillow lies untouched beside the empty space where the woman’s head rested. Her blonde hair is no longer visible. The quiet room holds stillness, shadows deepening in the corners, only the soft texture of bedding and fabric catching faint glimmers.",
+          "From the right edge of the frame, a hand reappears—pale, relaxed—followed by the man’s torso as he steps back into view. The blue and white striped pajama shirt comes into focus, its fabric softly creased. His dark brown hair falls slightly forward as he leans forward, one knee bending as he settles back onto the bed.",
+          "The man is fully back in frame, lying on his back again, eyes closed, expression serene. His unbuttoned blue and white striped pajama shirt rests exactly as before, silver button gleaming near the collar. Short dark brown hair, light stubble, and the same relaxed posture match the initial scene perfectly. The woman remains asleep, head on his chest, blonde hair cascading around her shoulders. They are still, together, in quiet intimacy."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hair color remain consistently blonde throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary pattern on the man's pajama shirt?",
+          "options": [
+            "A. Polka dots",
+            "B. Stripes",
+            "C. Floral",
+            "D. Solid color"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the silver circular button visible on the man's pajama shirt throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the woman's facial expression change over time?",
+          "options": [
+            "A. From relaxed to surprised",
+            "B. From neutral to contemplative",
+            "C. From closed eyes to open eyes",
+            "D. From smiling to frowning"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man maintain a consistent sleeping posture throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two people, a man and a woman, both appearing to be in their late 30s to early 40s. The man lies on his back, wearing an unbuttoned blue and white vertically striped pajama shirt made of a soft, lightweight fabric, with a visible silver button near the collar. He has short dark brown hair, a light stubble, and a relaxed facial expression with closed eyes. The woman rests her head on his chest, her blonde hair loosely styled and falling around her shoulders. She is bare-shouldered, suggesting she may be wearing a nightgown or sleepwear not fully visible. Her face shows calmness, with closed eyes and slightly parted lips. They are lying on a large green tufted headboard with deep buttoning, indicating a bed. A white pillow is partially visible behind her. The lighting is soft and dim, suggesting nighttime or low indoor illumination. Both are positioned horizontally across the frame, facing slightly toward each other, conveying intimacy and stillness.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_e5b327777026e9558f364e3e23c4b45e",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_e5b327777026e9558f364e3e23c4b45e"
+  },
+  {
+    "instance_id": "mem_openhumanvid_64347f1fce75e0878848a5bf4d341e88",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/64347f1fce75e0878848a5bf4d341e88.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late twenties to early thirties sits upright at a polished wooden witness stand in a dimly lit courtroom. He has dark brown, neatly styled hair with a side part and a light beard and mustache. He wears a dark navy suit jacket over a light gray dress shirt and a dark tie with diagonal white stripes. A silver microphone with a black foam cover rests before him. Wood-paneled walls, teal curtains, and a leather chair frame the scene.",
+          "The man rises slowly from the witness stand, turning slightly toward the right as he begins ascending a shallow staircase behind him. His posture remains tense, shoulders squared. Only the lower half of his body is visible as he climbs, the suit jacket draping over his back, the striped tie catching faint light.",
+          "The staircase is now empty. The polished wood floor reflects the soft overhead glow. Behind the stand, the leather chair sits untouched. Teal curtains hang still against the paneled walls. The silver microphone stands alone, silent. No movement, no sound—only the quiet weight of the courtroom’s stillness.",
+          "From the top of the staircase, the man descends into view, feet first. His dark suit jacket and striped tie become visible as he steps down. His silhouette emerges gradually, one foot then the other, moving cautiously. The lower half of his face comes into sight—his jawline defined, beard trimmed, expression serious.",
+          "The man is fully seated again at the witness stand, posture upright and composed. His dark brown hair is neatly parted, light beard and mustache intact. He wears the same dark navy suit jacket, light gray shirt, and diagonally striped tie. The silver microphone rests before him. The courtroom remains unchanged—wood panels, teal curtains, leather chair—quiet and expectant."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hairstyle remain consistent throughout her appearance in the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of earrings does the woman wear?",
+          "options": [
+            "A. Large dangling earrings",
+            "B. Hoop earrings",
+            "C. Stud earrings",
+            "D. No earrings"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman wearing the same dark blazer in both shots where she appears?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the color of the woman's top underneath the blazer?",
+          "options": [
+            "A. White",
+            "B. Gray",
+            "C. Black",
+            "D. Blue"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman maintain a similar facial expression (serious/neutral) throughout her appearances?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "One man, appearing to be in his late twenties to early thirties, is seated at a wooden witness stand in what appears to be a courtroom. He has dark brown, neatly styled hair with a side part and a light beard and mustache. He wears a dark navy or black suit jacket over a light gray dress shirt paired with a dark tie featuring diagonal white stripes. His posture is upright yet slightly tense, suggesting attentiveness or concern. A silver microphone with a black foam cover stands directly before him on the polished wooden surface of the stand. The background includes wood-paneled walls, teal-colored curtains, and a leather chair behind him. The lighting is dim but focused, casting soft shadows and highlighting his facial features. He faces forward, likely addressing someone off-camera, possibly a judge or lawyer. No jewelry or additional accessories are visible.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_64347f1fce75e0878848a5bf4d341e88",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_64347f1fce75e0878848a5bf4d341e88"
+  },
+  {
+    "instance_id": "mem_openhumanvid_d6027e88232b88b900db1eeddbd34970",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/d6027e88232b88b900db1eeddbd34970.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman with long, straight black hair parted in the middle sits at a dining table, wearing a pale yellow short-sleeved top with a round neckline made of smooth cotton-blend fabric. She wears a thin gold necklace, her hands clasped together on the table. Her expression shows surprise or concern. Red cocktail glasses, a wine bottle, and a white container rest nearby, while a mannequin in pastel clothing stands in the softly lit background.",
+          "The woman begins to rise from her seat, pushing her chair back slowly. She turns slightly toward the left, her pale yellow top catching the light as she moves. Her hands unclasp and lower to her sides, and her long black hair sways gently. The edge of her shoulder and arm remain visible as she steps out of frame.",
+          "The dining table remains in view, now empty of the woman. The red cocktail glasses, wine bottle, and white container sit undisturbed under soft natural light. The mannequin in pastel clothing stands still near the garment rack. The room feels quiet, unchanged, with no movement or presence.",
+          "From the right side of the frame, the woman’s silhouette emerges—first her shoulder, then her arm, clad in the same pale yellow top. Her long black hair falls forward as she steps into view, her gold necklace glinting faintly. She walks steadily, re-entering the scene with purpose.",
+          "The woman is fully back in frame, seated again at the table, her long black hair neatly parted in the middle. She wears the same pale yellow short-sleeved top and thin gold necklace, her hands now clasped once more. Her expression holds a trace of surprise. The setting remains unchanged, the scene complete and still."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hair color remain consistently dark brown throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the woman's top?",
+          "options": [
+            "A. Light green",
+            "B. Light yellow",
+            "C. White",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the silver necklace visible around the woman's neck in all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What object does the woman hold in her hands during the interaction?",
+          "options": [
+            "A. A spoon",
+            "B. A pen",
+            "C. A small white device",
+            "D. A cup"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman maintain the same posture and position at the table throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two people, a woman and a man, seated at a dining table in what appears to be a domestic or restaurant-like setting. The woman, approximately late 20s to early 30s, has long, straight black hair parted in the middle and is wearing a pale yellow short-sleeved top with a round neckline, made of a smooth, possibly cotton-blend fabric. She wears a thin gold necklace and her hands are clasped together on the table. Her expression is one of surprise or concern. The man, visible only from the back and side, has short black hair and wears an orange polo shirt. On the table are red cocktail glasses, a bottle of wine, and a white container. In the background, a mannequin dressed in pastel clothing stands near a rack of garments, suggesting a boutique or home with a fashion-related theme. The lighting is soft and natural, illuminating the scene evenly.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_d6027e88232b88b900db1eeddbd34970",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_d6027e88232b88b900db1eeddbd34970"
+  },
+  {
+    "instance_id": "mem_openhumanvid_a915db03b6ce7af6024ab2fbaad04e04",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/a915db03b6ce7af6024ab2fbaad04e04.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A solitary figure stands centered in the dim hall, draped in a long, flowing indigo robe with golden embroidery along the sleeves and hem. Their dark hair is tied back in a neat braid adorned with a silver hairpin shaped like a crescent moon. They wear soft leather sandals and carry a lacquered wooden box clasped tightly in both hands, its surface etched with ancient symbols.",
+          "The figure turns slowly, stepping forward with deliberate grace toward the ascending ramp at the far end of the hall. Their robe sways gently with each movement, the box held close to their chest. As they climb, only their lower body remains visible, silhouetted against the flickering candlelight.",
+          "The ramp leads upward into shadowed darkness; the figure has vanished entirely from view. The hall remains still—candles burn steadily, casting dancing shadows on the polished stone floor. The tapestry above the platform glows faintly, untouched by motion or sound.",
+          "From the top edge of the frame, a silhouette descends slowly. The tip of the indigo robe appears first, then the silver hairpin catching a sliver of light. The figure moves down the ramp with measured steps, the lacquered box now visible again, cradled in their arms.",
+          "The person stands fully within the frame once more, centered and still. Their indigo robe, golden embroidery, silver crescent hairpin, and lacquered box are identical to before—every detail unchanged. They face forward, silent, as the candles continue to glow in the quiet hall."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Is the person's hair consistently tied back throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main robe worn by the person?",
+          "options": [
+            "A. Blue",
+            "B. Olive Green",
+            "C. Red",
+            "D. Black"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the person maintain a supine (lying on their back) position throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the lighting change across the different shots of the person?",
+          "options": [
+            "A. It remains consistently dim with candlelight",
+            "B. It becomes brighter as the camera zooms in",
+            "C. It shifts to include more ambient moonlight",
+            "D. It alternates between candlelight and shadow"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are there any visible accessories or props held by the person while they are lying down?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "There are no visible people in the frame. The scene is a dimly lit, spacious interior resembling a traditional or historical hall, possibly of East Asian origin, with dark wooden architecture and lattice windows. Multiple ornate candelabras with lit candles provide the primary light source, casting soft glows on polished stone floors and rich, heavy drapes. A large, framed tapestry hangs on the far wall above an elevated platform with cushioned seating. The environment features symmetrical placement of furniture and decor, including potted plants and intricate metalwork on candle stands. The atmosphere is quiet and still, with no movement or human presence detected. Lighting is low and moody, emphasizing shadows and creating a sense of solemnity or anticipation.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_a915db03b6ce7af6024ab2fbaad04e04",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_a915db03b6ce7af6024ab2fbaad04e04"
+  },
+  {
+    "instance_id": "mem_openhumanvid_9da45b0dda481df321390b359e1a6023",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/9da45b0dda481df321390b359e1a6023.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman stands centered in a sun-dappled garden, wearing a vibrant purple and pink patterned silk robe with a high collar and flowing sleeves. Her dark brown hair is styled in an intricate updo, accented with yellow ribbons, silver star-shaped ornaments, and delicate beads. She wears long star-motif earrings, bright yellow eyeshadow, and defined brows, her expression solemn as she gazes slightly left.",
+          "The woman begins to walk slowly away from the camera, her silhouette receding into the soft greenery. The folds of her silk robe ripple gently with each step, her earrings swaying. Her form grows smaller, partially obscured by foliage, yet her posture remains upright and deliberate as she moves deeper into the background.",
+          "The frame now holds only the tranquil garden—lush green leaves, dappled sunlight filtering through trees, and a faint breeze rustling the plants. The path ahead vanishes into shadowy undergrowth, empty and still, no trace of movement or presence remaining.",
+          "From the far edge of the blurred background, a figure emerges—just the tip of a purple sleeve and a glint of silver catching the light. Slowly, the woman steps forward, her silhouette growing clearer as she walks back toward the camera, the garden framing her return.",
+          "The woman stands fully in frame once more, her vibrant purple and pink patterned silk robe flowing around her, the high collar crisp and elegant. Her dark brown hair remains in its elaborate updo, adorned with yellow ribbons, silver stars, and beads. Her star-shaped earrings dangle, yellow eyeshadow bright, expression steady—identical to before. She stands still, centered, complete."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hairstyle remain the same throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the decorative headband worn by the woman?",
+          "options": [
+            "A. Yellow",
+            "B. Silver",
+            "C. Purple",
+            "D. Gold"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the star-shaped charms on the woman's earrings visible in both frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the woman's top?",
+          "options": [
+            "A. Purple",
+            "B. Pink",
+            "C. White",
+            "D. Blue"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman maintain the same facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two women, both appearing to be in their late twenties or early thirties. The primary subject, positioned centrally, wears a vibrant purple and pink patterned garment with a high collar and flowing fabric, possibly silk, suggesting traditional attire. Her hair is dark brown, styled in an elaborate updo with yellow ribbons and adorned with small silver star-shaped ornaments and beads. She wears long, dangling earrings with star motifs and has bright yellow eyeshadow and defined eyebrows. Her expression is serious, and she faces slightly left, her posture upright. To her right, partially out of focus, another woman is visible, wearing a pink scarf and floral headpiece, facing downward. The background is blurred but suggests an outdoor setting with greenery, likely a garden or forested area, under soft natural lighting.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_9da45b0dda481df321390b359e1a6023",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_9da45b0dda481df321390b359e1a6023"
+  },
+  {
+    "instance_id": "mem_openhumanvid_748077903f9e45d18862c86007a4b65d",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/748077903f9e45d18862c86007a4b65d.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Two women stand side by side in a futuristic setting, bathed in dim red and gray lighting. The woman on the left has fair skin, wavy blonde hair cascading over her shoulders, and wears a deep red, form-fitting dress with long sleeves and a plunging V-neckline. She smiles broadly, wearing bold red lipstick, her right arm raised. The woman on the right has pale, textured skin, dark markings resembling tattoos, elongated cranial horns, and wears a black armored outfit with intricate detailing and raised shoulder pieces. Her left arm is raised, clasping the other’s hand.",
+          "The two women begin to walk slowly backward into the geometrically patterned background, their figures receding deeper into the dimly lit space. The woman in red maintains her smile, her arm still lifted, while the alien-like woman holds her hand tightly. They move steadily, becoming smaller as they retreat toward the shadows.",
+          "The scene is now empty. The red and gray geometric panels dominate the frame, illuminated by faint, pulsing lights. No movement or presence remains—only the quiet, dramatic atmosphere of the futuristic environment echoes in the stillness.",
+          "A faint silhouette emerges from the far background, walking forward through the dim light. The figure grows clearer—two arms raised, one hand grasping the other’s. The woman in red begins to reappear, her flowing blonde hair catching the glow, followed closely by the alien-like woman in black armor.",
+          "The two women are fully back in frame, standing side by side as before. The woman on the left wears the same deep red dress, her blonde curls framing her face, bold red lips smiling, right arm raised. The woman on the right has pale skin, dark markings, cranial horns, and a black armored suit, her left arm linked with the other’s. Both stand still, centered and complete."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the blonde woman maintain her wavy hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the dress worn by the main person in the video?",
+          "options": [
+            "A. Blue",
+            "B. Red",
+            "C. Green",
+            "D. Black"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman's dark red lipstick visible and consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the woman's facial expression change from the beginning to the end of the clip?",
+          "options": [
+            "A. From smiling to serious",
+            "B. From serious to smiling",
+            "C. From neutral to surprised",
+            "D. From happy to angry"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the glowing red diamond pattern in the background remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, both appearing to be adult women. The person on the left has fair skin, blonde wavy hair styled in soft curls around her shoulders, and is wearing a deep red, form-fitting dress with long sleeves and a plunging V-neckline that reveals part of her chest. Her makeup includes bold red lipstick, and she smiles broadly while raising her right arm upward. The person on the right has pale, textured skin with dark markings resembling tattoos or scars, elongated cranial horns, and a distinct alien-like appearance. She wears a black, armored outfit with intricate detailing and raised shoulder pieces, and her left arm is also raised, clasping the other woman’s hand. Both stand side-by-side, facing forward, centered in the frame. The background consists of geometric red and gray panels with dim, dramatic lighting, suggesting a futuristic or theatrical setting.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_748077903f9e45d18862c86007a4b65d",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_748077903f9e45d18862c86007a4b65d"
+  },
+  {
+    "instance_id": "mem_openhumanvid_5612b2e51a7d67f231043ae8676caa42",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/5612b2e51a7d67f231043ae8676caa42.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young woman stands centered in a quiet cemetery, her light reddish-brown hair pulled into a low ponytail secured by a small blue hair tie. She wears a bright turquoise zip-up fleece jacket with yellow trim along the zipper and cuffs, over a red crewneck shirt and a white-and-black grid-patterned top. Her fair skin is dotted with freckles across her nose and cheeks. She is slightly hunched, head bowed, under soft daylight filtering through blurred trees.",
+          "The woman slowly turns and begins walking away from the camera, her steps deliberate and measured. Her turquoise jacket sways gently with each movement as she moves deeper into the rows of weathered gray tombstones. Only her back and shoulders remain visible as she fades into the distance, her silhouette narrowing against the greenery.",
+          "The frame now holds only the stillness of the cemetery—weathered stone markers rise among patches of moss and wild grass. Sunlight dapples the ground through the canopy above, casting long, quiet shadows. No motion, no sound—just the gentle sway of leaves and the lingering presence of emptiness where she once stood.",
+          "From the far background, a faint figure emerges between two tall headstones. It’s the same woman, now approaching slowly toward the camera. Her turquoise jacket becomes distinguishable, followed by the glimpse of her red shirt and grid-patterned top. The blue hair tie catches the light as she draws nearer, barely visible at first.",
+          "The woman stands fully in frame, centered and still, her appearance unchanged. Her light reddish-brown hair is tied back with the small blue hair tie, her turquoise fleece jacket with yellow trim, red crewneck shirt, and white-and-black grid-patterned top all intact. Freckles dot her fair skin as she faces forward, posture slightly hunched, under the soft natural daylight."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the young woman's hair tie appear to be blue throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main jacket worn by the young woman?",
+          "options": [
+            "A. Green",
+            "B. Blue",
+            "C. Yellow",
+            "D. Red"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the yellow stripes on the jacket consistent in their placement and appearance?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What pattern is visible on the shirt underneath the red t-shirt?",
+          "options": [
+            "A. Striped",
+            "B. Checkered",
+            "C. Solid",
+            "D. Polka-dotted"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the young woman maintain a consistent level of emotional expression, appearing sad or distressed throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "One young woman, appearing to be in her late teens or early twenties, is centered in the frame. She has light reddish-brown hair tied back into a low ponytail with a small blue hair tie visible near the base. Her skin is fair with noticeable freckles across her nose and cheeks. She wears a bright turquoise zip-up fleece jacket with yellow trim along the zipper and sleeve cuffs; beneath it, a red crewneck shirt peeks out over a white and black grid-patterned top. No jewelry or accessories are visible. Her posture is slightly hunched forward, head bowed downward, suggesting contemplation or sadness. She stands in an outdoor cemetery, surrounded by weathered gray stone tombstones and greenery under soft natural daylight. Trees form a blurred backdrop, and the lighting indicates daytime with mild shadows.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_5612b2e51a7d67f231043ae8676caa42",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_5612b2e51a7d67f231043ae8676caa42"
+  },
+  {
+    "instance_id": "mem_openhumanvid_a3a683c98240ee5246b7b22b0e64f180",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/a3a683c98240ee5246b7b22b0e64f180.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman in her late twenties to early thirties stands slightly behind a man in a sunlit garden, her long, wavy chestnut-brown hair cascading over her shoulders. She wears a white, lightweight shawl draped loosely around her, holding it gently with her right hand. Her neutral expression and casual elegance contrast with the man’s formal dark suit, white shirt, and black-rimmed glasses.",
+          "The woman begins to step forward and to the right, moving slowly toward a large stone pillar that looms in the foreground. Her shawl shifts with her motion, catching the light as she glides past the edge of the frame, still partially visible, her silhouette fading behind the pillar’s thick base.",
+          "The pillar now fully blocks the view; no part of the woman is visible. Only the lush green foliage sways gently in the breeze, sunlight filtering through the leaves, casting dappled patterns on the stone path and surrounding garden. The scene remains tranquil and undisturbed.",
+          "From behind the pillar, the woman emerges cautiously, her left shoulder first appearing into frame. The white shawl drapes softly over her arm, her chestnut-brown hair flowing as she steps forward. She moves steadily, her presence returning to the serene garden setting.",
+          "The woman is now fully back in frame, standing in the same position as before. Her long, wavy chestnut-brown hair falls naturally, the white shawl wrapped loosely around her shoulders, held gently by her right hand. She faces forward with a neutral expression, exactly as seen initially—still, composed, and present."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hair color remain consistently brown throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the garment wrapped around the woman's shoulders?",
+          "options": [
+            "A. Black",
+            "B. White",
+            "C. Beige",
+            "D. Gray"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman wearing any visible jewelry on her hands during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the woman doing with her right hand in the video?",
+          "options": [
+            "A. Touching her hair",
+            "B. Holding the shawl",
+            "C. Gesturing while speaking",
+            "D. In her pocket"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman maintain the same facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, a woman and a man, in an outdoor setting. The woman, appearing to be in her late twenties to early thirties, stands slightly behind and to the left of the man, facing forward with a neutral expression. She has long, wavy chestnut-brown hair that falls over her shoulders, and she is wrapped in a white, lightweight fabric—possibly a shawl or robe—draped loosely around her shoulders, which she holds gently with her right hand. Her attire suggests casual elegance. The man, positioned in the foreground and slightly out of focus, appears to be in his forties or fifties, wearing black-rimmed glasses, a dark suit jacket, a crisp white dress shirt, and a dark tie. His posture is upright, and he faces forward, though his gaze is not directly toward the camera. The background consists of lush green foliage and hints of a garden or park environment under natural daylight, suggesting a serene, possibly private outdoor location.",
+      "exit_plan": {
+        "exit": "steps behind a large foreground object (pillar, wall, or vehicle) blocking the view entirely",
+        "return": "emerges from the other side of the occluding object"
+      }
+    },
+    "task_id": "mem_openhumanvid_a3a683c98240ee5246b7b22b0e64f180",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_a3a683c98240ee5246b7b22b0e64f180"
+  },
+  {
+    "instance_id": "mem_openhumanvid_ea1143f4843d5f4dea25e28ed4239023",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/ea1143f4843d5f4dea25e28ed4239023.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A narrow, sterile hallway is illuminated by flat artificial light. On the left, a Black man in his late twenties or early thirties wears a dark zip-up hoodie over a light-colored t-shirt and camouflage-patterned pants. His arms are outstretched, mouth open as if shouting. He has short dark hair and no visible accessories.",
+          "The man begins to walk steadily toward the right side of the frame, his body angled forward with purpose. His arms lower slightly as he moves, his expression tense. The edge of his hoodie and camo pants remain visible as he exits, the motion deliberate and unhurried.",
+          "The hallway stands empty now—no figures in sight. Closed doors line the walls, a wooden handrail runs along one side, and a notice board glows faintly under overhead lights. The air feels still, the silence heavy, as if waiting for movement to return.",
+          "From the left, a figure begins to re-enter the frame. Only part of his dark zip-up hoodie and camo pants are visible, emerging slowly into view. His short dark hair appears first, then his shoulders, as he walks forward with steady intent.",
+          "The man is fully back in frame, standing centered and stationary. He wears the same dark zip-up hoodie over a light t-shirt, camo pants, and has short dark hair. His posture is firm, face neutral, exactly as before—every detail unchanged."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the leather jacket turn his back to the camera at any point during the interaction?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of jacket does the central man wear?",
+          "options": [
+            "A. Hoodie",
+            "B. Leather jacket",
+            "C. Windbreaker",
+            "D. Denim jacket"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's dark curly hair visible both when he faces the camera and when he turns away?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the man wearing underneath his leather jacket?",
+          "options": [
+            "A. A plain t-shirt",
+            "B. A hoodie",
+            "C. A patterned shirt",
+            "D. A sweater vest"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression remain consistently distressed or angry throughout the entire sequence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features three individuals in a narrow indoor hallway. On the left, a Black man in his late twenties or early thirties wears a dark zip-up hoodie over a light-colored t-shirt and camouflage-patterned pants; his arms are outstretched, mouth open as if shouting. In the center, a white man of similar age wears a white-and-black track jacket with a dark shirt underneath and dark pants; he appears agitated, leaning back slightly. On the right, a uniformed officer in a dark peaked cap, black jacket with epaulets, and dark trousers holds the central figure’s arm; a holstered firearm is visible on his hip. All have short hair—dark for the first two, graying for the officer. The setting is a sterile corridor with closed doors, a wooden handrail, and a notice board on the wall; lighting is flat and artificial. The men face forward, engaged in a tense confrontation.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_ea1143f4843d5f4dea25e28ed4239023",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_ea1143f4843d5f4dea25e28ed4239023"
+  },
+  {
+    "instance_id": "mem_openhumanvid_a02790841d79fdbb125fe22f31e07ea2",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/a02790841d79fdbb125fe22f31e07ea2.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman in a rich purple traditional Chinese-style outfit stands beside a man in a lime green tunic with gold floral patterns. Her long black braid drapes over her shoulder, crowned by an elaborate headdress of silver beads, turquoise flowers, and dangling pearls. She wears ornate earrings, pink lipstick, and red-and-white striped collar accents, while the man smiles broadly, his dark hair tied in two braids with blue ribbons.",
+          "The woman begins to turn left, stepping forward with graceful poise, her purple robe flowing slightly. Her headdress sways as she moves toward the stone garden corner, her braid trailing behind. The man remains still, watching her go, his smile softening as she edges out of frame.",
+          "The stone garden path curves gently, flanked by moss-covered walls and lush greenery. Sunlight filters through leaves, casting dappled shadows on the ground. A small stone lantern sits near the bend, untouched. The air is still, quiet—no trace of the figures remains.",
+          "From around the same stone corner, the woman reappears, emerging slowly into view. Only her headdress and shoulder are visible at first, the purple fabric catching the light. Her braid swings forward as she steps back into the frame, the garden’s tranquility returning with her presence.",
+          "The woman stands fully in frame, identical to before—purple traditional outfit with red-and-white striped collar, intricate silver-beaded headdress adorned with turquoise flowers and pearl strands, long black braid over her shoulder, ornate earrings, and soft pink lips. Her posture is calm, her gaze steady, matching the original moment exactly."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's long black hair remain styled in a braid throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main fabric of the woman's traditional outfit?",
+          "options": [
+            "A. Purple",
+            "B. Red",
+            "C. Green",
+            "D. Blue"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the silver embellishments on the woman's headpiece consistent in appearance across all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of earrings does the woman wear?",
+          "options": [
+            "A. Hoop earrings",
+            "B. Dangling earrings",
+            "C. Stud earrings",
+            "D. Clip-on earrings"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's facial expression change from smiling to serious during the interaction?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, a woman on the left and a man on the right, both appearing to be in their late twenties. The woman wears a purple traditional Chinese-style outfit with red and white striped accents at the collar, paired with an elaborate purple headdress adorned with silver beads, turquoise floral embellishments, and dangling pearl-like strands. Her long black hair is styled into a braid draped over her shoulder. She has subtle makeup, including pink lipstick, and wears ornate earrings. The man wears a lime green tunic with gold floral patterns and a matching vest; his dark hair is parted in the middle and tied into two braids with blue ribbons. He has a round face, a wide smile showing teeth, and a slightly chubby build. They stand close together outdoors, facing slightly left, against a backdrop of stone garden structures, greenery, and soft daylight.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_a02790841d79fdbb125fe22f31e07ea2",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_a02790841d79fdbb125fe22f31e07ea2"
+  },
+  {
+    "instance_id": "mem_openhumanvid_58873d90a08168cc1fa4396a2b50ee29",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/58873d90a08168cc1fa4396a2b50ee29.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A person stands in the foreground of the underground parking garage, wearing a navy blue wool coat with brass buttons, dark gray trousers, and black leather boots. Their short, neatly styled brown hair frames a calm face, partially shadowed by a wide-brimmed beige hat. They carry a vintage leather satchel over their right shoulder, its strap worn from use.",
+          "The person turns slowly, stepping forward into the dimly lit corridor between parked cars. Their movements are deliberate as they walk deeper into the background, the red SUV to their left reflecting their silhouette. The satchel swings gently with each step, the hat casting a soft shadow across their face.",
+          "The figure vanishes completely behind a concrete pillar marked \"G,\" leaving only the quiet hum of the garage. The polished floor glints under fluorescent lights, the black sedan’s headlights still glowing faintly. Teal-painted columns stand tall, and directional signs point toward elevators and hotel access.",
+          "From the far end of the corridor, a faint shape emerges—first just the edge of a navy coat and the tip of a beige hat. The person walks steadily toward the camera, the satchel visible again, swinging slightly. The overhead lights catch the brim of the hat as they grow closer.",
+          "The person stands fully in frame, centered and still. They wear the same navy blue wool coat, dark gray trousers, black boots, and wide-brimmed beige hat. The vintage leather satchel rests on their shoulder, and their short brown hair is unchanged. The garage remains silent around them."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman in the passenger seat have short dark hair throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by the person in the passenger seat?",
+          "options": [
+            "A. Red",
+            "B. Blue",
+            "C. Light-colored",
+            "D. Black"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man in the driver's seat wearing a dark jacket over a white collared shirt?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the vehicle the two individuals are in?",
+          "options": [
+            "A. Red",
+            "B. Black",
+            "C. White",
+            "D. Silver"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's facial expression remain neutral throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "There are no people visible in this frame. The image depicts an underground parking garage with several parked cars, including a red SUV in the foreground and a black sedan approaching with headlights on. The environment features concrete pillars painted teal and white with letter markings (e.g., \"G\"), overhead fluorescent lighting, exposed ductwork, and directional signs indicating elevators and hotel access. The floor is polished concrete with reflective surfaces, and the space is moderately lit with artificial lighting. No individuals, clothing, accessories, or physical features can be observed.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_58873d90a08168cc1fa4396a2b50ee29",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_58873d90a08168cc1fa4396a2b50ee29"
+  },
+  {
+    "instance_id": "mem_openhumanvid_dd5f3f2db5d9938113e2041620f611e6",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/dd5f3f2db5d9938113e2041620f611e6.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A person stands centered in a minimalist room, wearing a tailored navy blazer over a crisp white shirt, paired with dark trousers and polished black leather shoes. Their short, neatly styled ash-blonde hair frames a calm face, accessorized with silver-rimmed glasses and a slim wristwatch. They hold a vintage record sleeve in one hand, standing beside a turntable playing a spinning white vinyl.",
+          "The person turns slowly to their right, stepping forward with measured grace toward the corner of the room. The sleeve slips slightly from their grip as they move, their blazer brushing against the wall. Only their back and left profile remain visible as they begin to disappear behind the edge of the frame.",
+          "The corner is now empty. The neutral-toned wall with vertical black paneling stretches into view, softly lit by diffused overhead light. The turntable continues spinning in the foreground, its tonearm still hovering above the white vinyl. No movement, no sound—just quiet stillness and mechanical rhythm.",
+          "From the same corner, a figure begins to emerge. A sliver of navy blazer appears first, followed by the edge of the white shirt and the gleam of silver glasses. The person steps forward cautiously, the record sleeve now held firmly again, re-entering the space with deliberate pace.",
+          "The person is fully visible once more, standing exactly where they began. Their ash-blonde hair is unchanged, the navy blazer neatly buttoned, the silver glasses reflecting the soft light. The wristwatch glints on their left wrist, and the record sleeve rests in their hand. They stand still, composed, as the turntable spins on."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hair appear consistently gray and receding throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the man's goatee beard?",
+          "options": [
+            "A. Black",
+            "B. Gray",
+            "C. White",
+            "D. Brown"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing a gold ring on his left hand visible in both the medium shot and close-up?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of clothing is the man wearing?",
+          "options": [
+            "A. A t-shirt",
+            "B. A sweater",
+            "C. A long-sleeved shirt",
+            "D. A jacket"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression change from neutral to animated while speaking?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "There are no people visible in the frame. The image shows a close-up of a white vinyl record spinning on a turntable, with a tonearm positioned above it. The background consists of a neutral-toned wall with vertical black lines, possibly indicating paneling or structural elements. The lighting is soft and diffused, casting subtle reflections on the record’s surface. No clothing, accessories, hair, or physical features can be observed, as no individuals are present. The turntable occupies the central foreground, with parts of its base and control knobs visible. The scene appears to be indoors, likely in a studio or minimalist room setting, with a clean and modern aesthetic. The focus remains entirely on the mechanical components of the record player, suggesting an emphasis on audio equipment rather than human presence.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_dd5f3f2db5d9938113e2041620f611e6",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_dd5f3f2db5d9938113e2041620f611e6"
+  },
+  {
+    "instance_id": "mem_openhumanvid_92cd0b9310ed70784d1899a123c69892",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/92cd0b9310ed70784d1899a123c69892.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Two Black men stand in a dimly lit record store, fluorescent lights casting cool shadows. The man on the left wears a camouflage jacket over a white hoodie and light gray button-up shirt, a gold chain with a small pendant glinting at his neck. He has a black headband with white logos, medium-length dreadlocks framing his face, and a serious expression. The man on the right, partially cropped, wears a dark green jacket and yellow knitted beanie, long thick dreadlocks draped over his shoulders, a graying beard, and intense eyes gazing off-frame. Vinyl records line shelves behind them.",
+          "The man on the left begins to move slowly toward the left side of the frame, stepping past a tall stack of vinyl racks. His body turns slightly, the camouflage jacket shifting as he walks. One hand brushes against a shelf, briefly obscuring part of his face. The man on the right remains still, eyes fixed beyond the frame, as the first man’s form starts to disappear behind a large wooden pillar.",
+          "The pillar now fully blocks the view. Only the record store remains—shelves packed with albums, a wall lined with vintage cover art, and a distant figure browsing near the back. Fluorescent lighting hums overhead, illuminating dust motes in the air. The space feels quiet, suspended, waiting for movement to return.",
+          "A silhouette emerges from behind the pillar on the left, moving steadily into frame. The outline of a camouflaged jacket appears first, then the edge of a white hoodie and a glimpse of a gold chain. The man steps forward, one foot visible, dreadlocks swaying slightly. He pauses, half-revealed, as the scene holds breath.",
+          "The man is now fully back in frame, standing in the same position as before. He wears the camouflage jacket over a white hoodie and light gray button-up shirt, the gold chain with its small pendant resting against his chest. His black headband with white logos sits snugly, medium-length dreadlocks loosely framing his face. He stands still, expression serious, exactly as he was at the start."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the young man's bandana remain in the same position on his head throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the camouflage pattern on the young man's jacket?",
+          "options": [
+            "A. Green and brown",
+            "B. Green and black",
+            "C. Green and tan",
+            "D. Green and gray"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the gold chain necklace visible at the beginning and end of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the young man's facial expression change over time?",
+          "options": [
+            "A. It becomes more serious",
+            "B. It remains neutral",
+            "C. It turns into a smile",
+            "D. It becomes confused"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the young man turn his head to face the camera directly during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two Black men are present in the frame, both appearing to be in their late twenties to early thirties. The man on the left wears a camouflage-patterned jacket over a white hoodie and a light gray button-up shirt; he has a gold chain necklace with a small pendant. He sports a black headband with white logos and medium-length dreadlocks styled loosely around his face. His expression is serious, and he stands slightly angled toward the camera. The man on the right, partially cropped, wears a dark green jacket and a yellow knitted beanie, with long, thick dreadlocks falling over his shoulders. He has a graying beard and intense eyes, looking off-frame to the left. Both stand in a record store, surrounded by vinyl records displayed on shelves and racks. Fluorescent lighting illuminates the space, casting a cool tone. In the background, another person browses records near a wall lined with album covers.",
+      "exit_plan": {
+        "exit": "steps behind a large foreground object (pillar, wall, or vehicle) blocking the view entirely",
+        "return": "emerges from the other side of the occluding object"
+      }
+    },
+    "task_id": "mem_openhumanvid_92cd0b9310ed70784d1899a123c69892",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_92cd0b9310ed70784d1899a123c69892"
+  },
+  {
+    "instance_id": "mem_openhumanvid_d64007a7d3474c945f570ddefd063da2",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/d64007a7d3474c945f570ddefd063da2.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Two adults sit side by side in a red roller coaster car ascending a steep incline, secured by restraints. Both wear dark navy jackets and matching pants, their hair indistinct from distance. No accessories are visible. They face forward, slightly leaning into the climb, framed against a pale blue sky, green trees, and gray metal supports under bright midday light.",
+          "The roller coaster car begins its slow climb upward, moving leftward along the track. The two figures remain seated, still partially visible in the upper right of the frame as they crest the incline. Their dark clothing contrasts with the red rails, and their forward-leaning posture suggests anticipation.",
+          "The roller coaster car rounds a sharp bend and disappears entirely behind the track’s curve. The red rails continue into the distance, flanked by steel supports and leafy green trees. The sky remains clear and pale blue, sunlight casting crisp shadows across the structure—no trace of the riders remains.",
+          "From the same curved section of track, the red roller coaster car emerges again, rounding the bend from the left. The two figures are now partially visible in the upper right, reappearing as the car climbs back into view. Their dark jackets and forward-leaning stance return to focus.",
+          "The roller coaster car fully re-enters the frame, both individuals clearly visible once more. They wear the same dark navy jackets and pants, no accessories or distinct features apparent. Their hair remains indiscernible, and they face forward, secured in place. The scene is unchanged—bright daylight, green trees, and steel supports surround them as they pause at the peak."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hairstyle remain the same (a side ponytail) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by the man walking with the woman?",
+          "options": [
+            "A. Red",
+            "B. Blue",
+            "C. Green",
+            "D. White"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman wearing any visible accessories like a bracelet or necklace?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the woman's top?",
+          "options": [
+            "A. Pink",
+            "B. White",
+            "C. Yellow",
+            "D. Purple"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Do both individuals maintain consistent facial expressions and appearances from start to finish?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two individuals are visible in the upper right portion of the frame, positioned on a red roller coaster track as it ascends a steep incline. They appear to be adults, likely male, though gender is not definitively discernible due to distance and angle. Both are seated in a roller coaster car, wearing dark-colored clothing—possibly black or navy jackets and pants—though specific patterns or materials are indistinct. No accessories such as hats, glasses, or bags are clearly visible. Their hair cannot be determined due to the distance and angle. The individuals are secured in their seats with restraints, leaning slightly forward in anticipation. They are facing forward, aligned with the direction of the ride’s ascent. The scene takes place at an amusement park under clear daylight conditions, with a pale blue sky, green trees to the right, and structural elements of the roller coaster—including gray metal supports and red rails—dominating the background. Lighting is bright and even, suggesting midday sun.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_d64007a7d3474c945f570ddefd063da2",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_d64007a7d3474c945f570ddefd063da2"
+  },
+  {
+    "instance_id": "mem_openhumanvid_bc2c5d19a7878ec81bec903d40e6fd77",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/bc2c5d19a7878ec81bec903d40e6fd77.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young woman in her late teens to early twenties sits upright on a porch, her slender frame framed by soft daylight. She wears a bright orange knitted cardigan with a textured pattern over a pale pink turtleneck sweater. Her shoulder-length black hair is styled in a neat bob, parted slightly off-center. She gazes thoughtfully off-camera to the left, her expression one of quiet concern.",
+          "She slowly rises from her seat, turning her body toward the right side of the frame. Her movements are steady and deliberate as she steps forward, the orange cardigan shifting slightly with each motion. Her silhouette begins to fade from view as she walks out of frame, only her arm and part of her torso remaining visible.",
+          "The porch remains still and serene, bathed in natural light. White outdoor furniture sits quietly beside green foliage, and the building’s windows reflect the sky. No movement disturbs the scene—just the gentle sway of leaves in the breeze and the soft shadows cast across the wooden floor.",
+          "From the left edge of the frame, a figure emerges—first just a hint of bright orange fabric, then the curve of her shoulder and the side of her head. Her black bob comes into view as she steps forward, walking steadily back into the scene. The pale pink turtleneck peeks through beneath the cardigan as she continues to enter.",
+          "The woman stands fully within the frame, her posture upright and composed. She wears the same bright orange knitted cardigan over a pale pink turtleneck, her shoulder-length black bob neatly parted off-center. No accessories adorn her—just the same calm, concerned expression as before. She faces slightly right, still and present."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman in the video maintain the same facial expression throughout the clip?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the outer garment worn by the woman?",
+          "options": [
+            "A. Orange",
+            "B. White",
+            "C. Black",
+            "D. Pink"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman's hair style consistent (short and straight) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of neckline does the woman wear under her orange sweater?",
+          "options": [
+            "A. Crew neck",
+            "B. V-neck",
+            "C. Turtleneck",
+            "D. Scoop neck"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman appear to be in the same location (indoor setting) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features one young woman, approximately in her late teens to early twenties, with a slender build and an expression of concern or confusion. She has shoulder-length, straight black hair styled in a neat bob cut, parted slightly off-center. She wears a bright orange knitted cardigan with a textured pattern over a pale pink turtleneck sweater. No visible accessories such as jewelry, glasses, or hats are present. Her posture is upright, and she appears seated, facing slightly to the right of the frame, with her gaze directed off-camera toward the left. The background suggests an outdoor domestic setting, possibly a porch or patio area, with blurred elements including white furniture, greenery, and part of a building with windows. Natural daylight illuminates the scene, casting soft shadows on her face.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_bc2c5d19a7878ec81bec903d40e6fd77",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_bc2c5d19a7878ec81bec903d40e6fd77"
+  },
+  {
+    "instance_id": "mem_openhumanvid_cf989bab6bd8fb064ebec45974e4483c",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/cf989bab6bd8fb064ebec45974e4483c.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A bald man in his late 40s to early 50s stands center-frame, his smooth skin illuminated by soft lighting. He wears a sleek gray leather blazer with sharp lapels over a plain white crew-neck t-shirt, a thin gold chain resting at his collar. His right hand holds a black handheld microphone close to his chest, posture upright yet relaxed against a dark blue textured backdrop with faint horizontal lines.",
+          "The man begins to ascend a narrow staircase that emerges from the lower frame, moving upward and slightly to the right. His blazer catches the light as he steps, the microphone held steady. Only his torso and legs remain visible as he climbs, his form gradually rising toward the top edge of the frame.",
+          "The staircase disappears into darkness above, leaving only the dimly lit, subtly textured blue backdrop. Faint horizontal lines ripple across the surface, untouched by movement. The space feels still and quiet, the absence of the figure emphasized by the lingering glow of the spotlight’s edge.",
+          "From the top of the frame, the man descends slowly, first revealing the brim of his blazer and the tip of the microphone. His broad shoulders reappear, followed by his neck and the glint of the gold chain. He moves steadily downward, his silhouette returning with purpose against the same dark blue background.",
+          "The man is fully back in frame, standing exactly as before—bald, composed, slightly looking down and to his right. He wears the same gray leather blazer over a white t-shirt, the gold chain visible, the microphone held close. His posture is upright and relaxed, the lighting unchanged, the scene perfectly restored."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's bald head remain visible and unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the man's outer jacket?",
+          "options": [
+            "A. Blue",
+            "B. Black",
+            "C. Gray",
+            "D. Green"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing a gold chain around his neck?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the man holding in his right hand?",
+          "options": [
+            "A. A phone",
+            "B. A water bottle",
+            "C. A microphone",
+            "D. A pen"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single adult male, appearing to be in his late 40s to early 50s, stands center-frame against a dark blue, subtly textured backdrop with faint horizontal lines. He is bald, with smooth skin and a composed facial expression, slightly looking downward and to his right. His build is medium and athletic, with broad shoulders. He wears a sleek, gray leather blazer over a plain white crew-neck t-shirt, the blazer featuring sharp lapels and a matte finish. Around his neck is a thin gold chain necklace. In his right hand, he holds a black handheld microphone close to his chest. His posture is upright but relaxed, suggesting he is mid-performance or speech. The lighting is focused on him, casting soft shadows and highlighting the texture of his jacket. The background remains dimly lit, creating contrast and drawing attention to the subject.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_cf989bab6bd8fb064ebec45974e4483c",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_cf989bab6bd8fb064ebec45974e4483c"
+  },
+  {
+    "instance_id": "mem_openhumanvid_28f8aeb45eaeffc3ba9e6339d14f19cf",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/28f8aeb45eaeffc3ba9e6339d14f19cf.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young man in his late twenties sits poised on a brown leather armchair, wearing a gray military-style uniform with red trim, white gloves, and black boots. Shoulder epaulettes and a cross-body strap accent the outfit. His short, neatly styled dark hair frames a slim face as he gazes upward, one leg crossed over the other, beneath the warm glow of a vintage floor lamp.",
+          "The younger man rises slowly from the armchair, stepping forward with deliberate grace. He moves steadily toward the left side of the frame, his white-gloved hands at his sides, the red trim of his uniform catching the light as he begins to exit, half his form now obscured by the edge of the scene.",
+          "The room remains still—wood paneling gleams softly under the fringed lampshade’s golden light, patterned wallpaper framing the quiet space. The leather armchair stands empty, the cross-body strap dangling slightly. No movement, no sound—only the lingering warmth of memory in the ornate silence.",
+          "From the right edge of the frame, a figure emerges—first the polished black boot, then the hem of the gray uniform with red trim. The white glove appears next, followed by the lower half of the torso. The man steps cautiously into view, his presence returning with measured intent.",
+          "The younger man is fully back in frame, seated again on the brown leather armchair. His gray military-style uniform with red trim, white gloves, black boots, shoulder epaulettes, and cross-body strap are identical to before. His short, neatly styled dark hair and slim build remain unchanged, eyes lifted once more, still and composed."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the gray uniform maintain the same hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the trim on the man's uniform collar?",
+          "options": [
+            "A. Red",
+            "B. White",
+            "C. Blue",
+            "D. Gold"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing white gloves on both hands?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the man holding in his lap?",
+          "options": [
+            "A. A sword",
+            "B. A cane",
+            "C. A rifle",
+            "D. A folded blanket"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression change from serious to smiling during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two men are present in the frame, one appearing to be in his late twenties and the other middle-aged. The younger man, seated on a brown leather armchair, wears a gray military-style uniform with red trim, white gloves, and black boots; the uniform includes shoulder epaulettes and a cross-body strap. He has short, neatly styled dark hair and a slim build, sitting with one leg crossed over the other, looking up at the older man. The older man, standing to the right, is dressed in a dark traditional Chinese robe with intricate patterns, facing left toward the seated man. He has short gray hair and a fuller build. A vintage floor lamp with a fringed shade stands behind them, illuminating the ornate room with wood paneling and patterned wallpaper. The lighting is warm, casting soft shadows, and the scene suggests an indoor setting of historical or dramatic significance.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_28f8aeb45eaeffc3ba9e6339d14f19cf",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_28f8aeb45eaeffc3ba9e6339d14f19cf"
+  },
+  {
+    "instance_id": "mem_openhumanvid_cceb59baf0ed770fc33e2a6a513c811d",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/cceb59baf0ed770fc33e2a6a513c811d.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman in her late 50s or early 60s sits softly on a plush golden-yellow sofa, her short, curly dark brown hair neatly framing her face. She wears a soft pink collared shirt made of lightweight cotton-blend fabric with a subtle sheen, no jewelry or glasses visible. Her relaxed posture and warm smile suggest quiet contentment, illuminated by warm, diffused lighting from a nearby lamp.",
+          "She slowly rises from the sofa, turning slightly toward a staircase just beyond the frame. Her movements are gentle and deliberate as she begins to ascend, her pink shirt catching the light. Only her lower half remains visible as she moves upward, disappearing gradually from view.",
+          "The scene now shows only the richly detailed living room—ornate golden-yellow upholstery, wooden paneling, and a softly glowing lamp with a white shade. The air feels still, the warmth lingering, but the space is empty, quiet, and expectant.",
+          "From the top edge of the frame, a figure begins to descend the stairs. The silhouette of her short, curly dark brown hair appears first, followed by the soft pink collar of her shirt peeking into view. Her descent is slow, graceful, re-entering the familiar domestic glow.",
+          "She is fully back in frame, seated again on the plush sofa, her posture relaxed and her warm smile unchanged. Her short, curly dark brown hair is neatly styled, and she wears the same soft pink collared shirt with its subtle sheen. No accessories are visible. The scene is complete, serene, and perfectly restored."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When the woman turns back to face the camera after walking away, does she still have short brown curly hair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the pajama set worn by the main person in the video?",
+          "options": [
+            "A. Green",
+            "B. Pink",
+            "C. Blue",
+            "D. White"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the green bracelet visible on the woman's left wrist both before and after she turns around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the woman holding when she sits down on the sofa?",
+          "options": [
+            "A. A remote control",
+            "B. A book",
+            "C. A phone",
+            "D. Nothing"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's facial expression remain consistently smiling throughout the video segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features one woman, appearing to be in her late 50s or early 60s, with a warm, gentle smile and her gaze directed downward. She has short, curly dark brown hair styled neatly around her face. She is wearing a soft pink collared shirt made of a lightweight, possibly cotton-blend fabric, with a subtle sheen. No visible accessories such as jewelry, glasses, or hats are present. Her posture is relaxed and slightly leaned forward, suggesting engagement in a quiet, intimate moment. She is seated, likely on a plush sofa with ornate golden-yellow upholstery visible behind her. The background includes a softly lit lamp with a white shade, wooden paneling, and hints of decorative elements, indicating an indoor, domestic setting—possibly a living room. The lighting is warm and diffused, casting soft shadows and enhancing the cozy atmosphere. Her facial expression conveys contentment or amusement, with natural lines around her eyes and mouth.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_cceb59baf0ed770fc33e2a6a513c811d",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_cceb59baf0ed770fc33e2a6a513c811d"
+  },
+  {
+    "instance_id": "mem_openhumanvid_887135b3f6040e2cbd61ed2cb6fb3a43",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/887135b3f6040e2cbd61ed2cb6fb3a43.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late 40s or early 50s stands close to a woman near a large window, his balding head framed by long dark hair tied into a low ponytail. He wears a dark green leather jacket with a raised collar and visible zipper, his thick beard shadowed by soft, diffused light. His posture is slightly hunched, gaze lowered, expression somber as he leans toward the woman beside him.",
+          "The man begins to walk steadily out of frame to the left, his leather jacket brushing against the edge of the window frame. His movements are slow and deliberate, his silhouette gradually shrinking as he moves away from the woman, who remains still, her back turned to the camera.",
+          "The frame is now empty of human presence. Only the blurred gray apartment building outside the window remains visible, its flat façade stretching across the glass. Soft daylight filters through, casting faint shadows on the worn wooden floor and the baseboard along the wall.",
+          "From the right side of the frame, the man re-enters slowly, his dark leather jacket first appearing at the edge. His long dark ponytail swings gently as he steps forward, one shoulder emerging into view, his beard catching the dim light as he turns slightly toward the center.",
+          "The man is fully back in frame, standing in the same position as before. His balding head, long dark ponytail, thick beard, and dark green leather jacket are identical to the initial moment. He leans slightly forward, gaze downcast, still close to the woman whose blonde hair remains partially obscured. The scene is still, unchanged."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hair remain tied back in a ponytail throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the man's jacket?",
+          "options": [
+            "A. Red",
+            "B. Black",
+            "C. Green",
+            "D. Blue"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing a beard in all frames of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary material of the man's outerwear?",
+          "options": [
+            "A. Cotton",
+            "B. Leather",
+            "C. Denim",
+            "D. Fleece"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man maintain the same posture and gaze direction throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, a man and a woman, positioned closely together. The man appears to be in his late 40s or early 50s, with a balding head, long dark hair tied back into a ponytail, a thick beard, and a somber expression. He wears a dark green or black leather jacket with a visible zipper and collar, suggesting a utilitarian style. His posture is slightly hunched as he leans forward, looking down at the woman beside him. The woman, whose face is not visible, has long, wavy blonde hair and appears to be younger, possibly in her 20s or 30s. She is partially obscured by the man’s body and turned away from the camera. They are standing indoors near a large window, with a blurred view of a gray apartment building outside. The lighting is soft and diffused, casting subtle shadows on their faces, creating a melancholic atmosphere. No accessories or props are clearly visible.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_887135b3f6040e2cbd61ed2cb6fb3a43",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_887135b3f6040e2cbd61ed2cb6fb3a43"
+  },
+  {
+    "instance_id": "mem_openhumanvid_706eb14f9529584488b0c725fae2e5e0",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/706eb14f9529584488b0c725fae2e5e0.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Five men stand in a line within a grand traditional Chinese palace hall, illuminated by soft natural light filtering through sheer curtains. The central figure wears a bright yellow robe with purple sleeves and collar over a magenta undergarment, a red hat adorned with a black feather and small red ornament, and long hair tied back. The others wear matching maroon robes with blue accents, black belts, and red hats topped with gold knobs. All face forward, slightly angled toward the center.",
+          "The central figure begins to step forward, turning slowly to his right, his yellow robe flowing gently with the motion. His red hat tilts slightly as he moves, the black feather swaying. He walks past the edge of the frame, partially obscured now, still visible from the waist up as he proceeds toward the corner.",
+          "The hallway remains empty—ornate blue and gold drapes hang behind wooden furniture, calligraphy scrolls adorn the walls, and patterned wall hangings shimmer in the light. The room is still, quiet, bathed in soft daylight. No movement, no sound—only the lingering presence of tradition and silence.",
+          "A faint rustle draws attention as the central figure reappears around the same corner, emerging gradually into view. Only half of his body is visible—the vibrant yellow robe, one side of the red hat with its black feather, and a glimpse of his long tied-back hair—returning slowly, deliberately, into the frame.",
+          "The man stands fully in frame once more, identical to before: bright yellow robe with purple sleeves and collar, magenta undergarment, red hat with black feather and red ornament, long hair tied back. He faces forward, centered, stationary, as the scene holds steady, unchanged, complete."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the central figure maintain the same facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the robe worn by the central figure?",
+          "options": [
+            "A. Purple",
+            "B. Yellow",
+            "C. Blue",
+            "D. Red"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the red conical hat of the central figure consistently visible and unchanged in appearance?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the inner lining of the central figure's robe?",
+          "options": [
+            "A. Green",
+            "B. Pink",
+            "C. Purple",
+            "D. Orange"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the central figure's hair remain tied back under the hat throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Five men are present in the frame, appearing to be middle-aged or older adults, all male. The central figure wears a bright yellow robe with purple sleeves and collar, over a magenta undergarment, paired with a red hat featuring a black feather and a small red ornament on top; his hair is long and tied back. The other four wear matching dark maroon robes with blue accents and black belts, each adorned with a red hat topped with a gold knob. All hats have a similar design, suggesting official status. Their facial features vary—some have beards, others are clean-shaven. They stand in a line, facing forward, slightly angled toward the center. The setting is an indoor room resembling a traditional Chinese palace hall, with ornate blue and gold drapes, patterned wall hangings, framed calligraphy, and wooden furniture visible in the background. Natural light filters through sheer curtains, illuminating the scene evenly.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_706eb14f9529584488b0c725fae2e5e0",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_706eb14f9529584488b0c725fae2e5e0"
+  },
+  {
+    "instance_id": "mem_openhumanvid_2c63fd486493484cbe55664f0a841010",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/2c63fd486493484cbe55664f0a841010.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman with long, dark brown hair styled loosely with bangs sits in a softly lit room, her face framed by strands of hair. She wears a cream-colored top with large navy blue polka dots, delicate silver dangling earrings, and looks intently to the right. Beside her, a man in a black shirt is partially visible but blurred, seated at a table against a backdrop of indistinct vertical lines suggesting window frames.",
+          "The woman rises slowly from her seat, turning slightly toward the background as she begins to walk away. Her polka-dotted top sways gently with her movement, and the silver earrings catch the dim light. She moves deeper into the room, her figure narrowing as she retreats into the shadows near the windowed wall.",
+          "The room remains still and quiet, the soft glow of natural light filtering through faint vertical lines on the wall. The table is empty now, the chair slightly askew. No trace of the woman remains—only the muted ambiance of the dimly lit interior, untouched and serene.",
+          "From the far end of the room, a silhouette emerges, walking steadily toward the camera. The outline of a woman becomes clearer—her long dark hair and the familiar shape of her polka-dotted top reappearing gradually as she steps forward from the shadowed background.",
+          "The woman stands fully in frame, her appearance unchanged: long dark brown hair with bangs, cream top with navy blue polka dots, and delicate silver earrings glinting softly. She is stationary, facing slightly to the right, her expression serious, just as before. The scene holds steady, complete."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hair color and style remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What pattern is visible on the woman's top?",
+          "options": [
+            "A. Stripes",
+            "B. Polka dots",
+            "C. Floral",
+            "D. Solid color"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the silver dangling earrings visible on both sides of the woman's face at all times?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the woman's facial expression change during the conversation?",
+          "options": [
+            "A. From serious to smiling",
+            "B. From neutral to concerned",
+            "C. From concerned to contemplative",
+            "D. Remains consistently serious"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman maintain eye contact with the man off-screen throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, a woman and a man, both appearing to be in their late thirties to early forties. The woman, positioned on the left side of the frame, has long, dark brown hair with bangs, styled loosely with some strands framing her face. She wears a cream-colored top with large navy blue polka dots, likely made of a soft fabric such as cotton or jersey. Her accessories include dangling silver earrings with a delicate design. Her expression is serious, mouth slightly open as if speaking, and she is looking toward the right side of the frame. The man, partially visible on the right, has short dark hair, a trimmed beard, and is wearing a black shirt; his face is blurred and out of focus. They appear to be seated indoors, possibly at a table, with a softly lit background featuring indistinct vertical lines—perhaps window frames or architectural details—suggesting a dimly lit room with natural light filtering through.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_2c63fd486493484cbe55664f0a841010",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_2c63fd486493484cbe55664f0a841010"
+  },
+  {
+    "instance_id": "mem_openhumanvid_55bd81eb0a8cba94b80bd32a7b743d0c",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/55bd81eb0a8cba94b80bd32a7b743d0c.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A single middle-aged man stands centered, facing slightly right, his long gray beard and mustache framing a solemn face. He wears a traditional black Chinese official’s hat with a green jade-like ornament, a richly embroidered dark brown silk robe with swirling patterns, wide sleeves, and a high collar over a white inner layer. Behind him, a wooden-framed window with vertical bars and translucent paper panels diffuses soft natural light through light curtains.",
+          "The man begins to walk steadily toward the left, his heavy robe swaying slightly with each deliberate step. His hands remain folded at his sides as he moves, the intricate embroidery catching subtle light. Only half of his figure remains visible as he edges out of frame, the hat's jade ornament glinting faintly in the dim glow.",
+          "The room is now empty. The wooden-framed window with its vertical bars and translucent paper panels remains, softly lit by diffused daylight filtering through light-colored curtains. Shadows stretch gently across the floor, and the silence fills the space where the man once stood.",
+          "From the right side of the frame, the man re-enters, his dark robe and wide sleeves emerging first. The edge of his traditional black hat with its green jade ornament comes into view, followed by the curve of his long gray beard. He steps forward slowly, his presence returning with quiet purpose.",
+          "The man stands fully within the frame, centered and upright, facing slightly right. His long gray beard and mustache are unchanged, his dark hair neatly tucked beneath the black official’s hat adorned with the green jade ornament. He wears the same richly embroidered dark brown silk robe with wide sleeves and high collar over a white inner layer—every detail matching exactly as before. He stands still, solemn and composed."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the older man maintain the same facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main robe worn by the older man?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. Maroon",
+            "D. Black"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the green jewel on the older man's hat consistently visible in all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the older man's posture change during the interaction?",
+          "options": [
+            "A. He remains completely still",
+            "B. He turns his head and body to face the other person",
+            "C. He sits down",
+            "D. He bows deeply"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the intricate pattern on the older man's robe remain consistent when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single middle-aged man, appearing to be in his late 50s or early 60s, stands centered in the frame, facing slightly to the right. He has a full, long gray beard and mustache, with dark hair styled under a traditional black Chinese official’s hat adorned with a green jade-like ornament at the front. His clothing consists of a richly embroidered dark brown robe with intricate swirling patterns in darker thread, suggesting high status; the garment features wide sleeves and a high collar over a white inner layer. The fabric appears heavy and possibly silk. He wears no visible jewelry aside from the hat's ornament. His posture is upright but solemn, hands likely folded or at his sides. He stands indoors, in front of a wooden-framed window with vertical bars and translucent paper panels, partially covered by light-colored curtains. The lighting is soft and natural, diffused through the window, casting subtle shadows.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_55bd81eb0a8cba94b80bd32a7b743d0c",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_55bd81eb0a8cba94b80bd32a7b743d0c"
+  },
+  {
+    "instance_id": "mem_openhumanvid_d97251b642ac468a1ad346fe3ae2dde4",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/d97251b642ac468a1ad346fe3ae2dde4.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A middle-aged man lies reclined on a hospital bed, his short black hair neatly styled, face marked by bruises and a small cut near his lower lip bleeding slightly. He wears a light green t-shirt with a faint white graphic beneath a blue zip-up jacket. His eyes are wide open, gazing upward. Two medical staff in white coats flank the bed, gripping its rails, under cool fluorescent lighting.",
+          "The man slowly sits up, pushing himself forward with deliberate motion, his body swaying slightly as he rises from the bed. He turns away from the camera, stepping toward the far end of the room, his back now visible as he walks deeper into the background, partially obscured by the edge of the frame.",
+          "The hospital room remains still—pale blue walls, teal flooring, and sterile white equipment. The bed is empty, the rails untouched. Fluorescent lights hum softly overhead. No movement, no sound. Only the quiet clinical space persists, devoid of human presence.",
+          "From the distant background, a figure emerges—slowly walking forward, silhouette growing clearer. The man’s dark hair and blue jacket become visible as he steps into the midground, one foot ahead of the other, approaching the camera with steady, measured steps.",
+          "The man stands fully in frame, centered and still. His short black hair is neatly styled, his face bears the same bruises and cut near the lip, blood trickling down. He wears the identical light green t-shirt with a faint white print beneath a blue zip-up jacket. He faces the camera, eyes wide, unchanged from the beginning."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's facial expression change from alert to dazed during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the t-shirt visible under the man's hoodie?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. White",
+            "D. Black"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the red marks on the man's face consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the man wearing on his upper body?",
+          "options": [
+            "A. A white shirt",
+            "B. A blue hoodie over a green t-shirt",
+            "C. A white lab coat",
+            "D. A red sweater"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's hair appear wet or dry throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features three individuals in a hospital setting. The central figure is a middle-aged man lying on a hospital bed, appearing to be in his late 30s or early 40s, with short black hair styled neatly. He has visible injuries—bruises and cuts on his face, including a small wound near his lower lip with blood trickling down. He wears a light green t-shirt with a faint white graphic print underneath a blue zip-up jacket. His posture is reclined, head resting on a white pillow, eyes wide open, facing upward toward the camera. Two medical staff members, partially visible, flank the bed—one on each side—wearing white lab coats and holding the bed’s white plastic railings. The background shows a clinical environment with pale blue walls, a teal floor, and fluorescent lighting casting a cool tone over the scene. No accessories are visible on the central figure.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_d97251b642ac468a1ad346fe3ae2dde4",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_d97251b642ac468a1ad346fe3ae2dde4"
+  },
+  {
+    "instance_id": "mem_openhumanvid_21203e720304f439acdd21384f41584f",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/21203e720304f439acdd21384f41584f.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman in her late 30s or early 40s stands closely embraced with a man in a softly lit office. She has shoulder-length dark brown hair, a few strands framing her face, wearing a white blouse with thin black vertical stripes under a dark blazer. Her left wrist displays a sleek black watch with a metallic band, and she holds the blazer tightly around him.",
+          "The woman begins to step away, moving steadily toward the right side of the frame. Her body turns slightly, revealing more of her profile as she glides forward. The blazer drapes over her arm, and the watch catches the light as her hand lifts gently. Only half of her remains visible as she edges out.",
+          "The office space is now empty—bookshelves lined with books and binders stand quietly, a framed abstract painting hangs on the wall, and soft natural light filters through unseen windows. The air feels still, the embrace gone, leaving only the calm, untouched environment behind.",
+          "From the left edge of the frame, the woman re-enters slowly, her silhouette emerging into view. Her dark blazer appears first, followed by the curve of her shoulder and the flash of her watch. Her hair falls gently across her face as she steps forward, partially visible again.",
+          "The woman is fully back in frame, standing centered once more. Her shoulder-length dark brown hair frames her face, the white striped blouse beneath the dark blazer, and the sleek black watch gleams on her left wrist. She is exactly as before—still, poised, and complete."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When the woman turns her back to the camera, does her long dark hair remain visible?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the smartwatch worn by the woman?",
+          "options": [
+            "A. Silver",
+            "B. Black",
+            "C. Gold",
+            "D. Blue"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the white piece of paper still visible in the woman's left hand after she turns around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What pattern is visible on the woman's shirt?",
+          "options": [
+            "A. Polka dots",
+            "B. Stripes",
+            "C. Floral",
+            "D. Solid"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's facial expression remain consistent (showing emotion) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two people, one woman and one man, engaged in an intimate embrace. The woman, appearing to be in her late 30s or early 40s, has shoulder-length dark brown hair styled simply, with a few strands falling across her face. She wears a white blouse with thin black vertical stripes, visible beneath a dark blazer she is holding tightly around the man. Her left wrist bears a sleek black watch with a metallic band. The man, partially obscured, appears to be in his 30s, wearing a crisp white dress shirt and a dark suit jacket. His face is not fully visible. They are positioned centrally in the frame, facing each other closely, with the woman’s eyes closed and her head slightly tilted. The setting is an indoor office or study space, indicated by bookshelves filled with books and binders, a framed abstract artwork on the wall, and soft, natural lighting.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_21203e720304f439acdd21384f41584f",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_21203e720304f439acdd21384f41584f"
+  },
+  {
+    "instance_id": "mem_openhumanvid_b2b0ef76cfdccecd40bb341e68450c82",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/b2b0ef76cfdccecd40bb341e68450c82.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman stands at the base of the grand wooden staircase, her long auburn hair cascading over her shoulders. She wears a tailored emerald green dress with lace trim, pearl earrings, and a vintage silver brooch pinned to her collar. Her hands rest gently on the polished railing, one holding a small leather-bound book. The warm light from the chandelier highlights her poised elegance.",
+          "She begins to ascend the staircase, stepping gracefully with each movement. Her dress flows softly against her legs as she climbs, the book held close to her chest. Only her back and upper body remain visible as she moves upward, disappearing slowly into the bright glow near the top window.",
+          "The staircase is now empty. Sunlight filters through the multi-paned window above, casting soft patterns across the teal and white paneling. The chandelier glimmers faintly, and the vintage lamp on the left emits a steady golden warmth. The air feels still, serene, untouched by motion.",
+          "A figure emerges from the top of the frame, descending the stairs. The silhouette reveals the same emerald green dress and flowing auburn hair, now catching the light as she steps down. Her form grows clearer with each step, the leather-bound book still clutched in her hand.",
+          "She reaches the bottom of the staircase, standing still once more. Her emerald green dress, lace trim, pearl earrings, and silver brooch are exactly as before. Her auburn hair falls naturally around her shoulders, and the book rests gently in her hands. She stands centered, composed, under the soft glow of the chandelier."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man maintain the same hairstyle (short dark hair) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the suit worn by the man in the video?",
+          "options": [
+            "A. Blue",
+            "B. Black",
+            "C. Gray",
+            "D. White"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing any visible accessories such as a watch, glasses, or a tie?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the man's posture change as he walks up the stairs?",
+          "options": [
+            "A. He starts upright and leans forward",
+            "B. He starts leaning forward and becomes upright",
+            "C. He maintains a consistent upright posture",
+            "D. He sits down on the stairs"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's clothing (black suit) appear consistent in color and style when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "There are no people visible in this frame. The image depicts an interior space featuring a grand wooden staircase with polished railings, ascending toward a bright, multi-paned window at the top. The walls are adorned with teal and white paneling, and a chandelier hangs above the stairs. A vintage-style table lamp with a cream shade sits on a surface to the left, casting a warm glow. Below the staircase, there is a low white shelf or counter. The lighting is soft and natural, filtering through the windows, creating a calm and elegant atmosphere. No individuals are present, so no details regarding age, gender, clothing, accessories, hair, or physical features can be provided. The environment suggests a stately home or mansion with classic architectural details.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_b2b0ef76cfdccecd40bb341e68450c82",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_b2b0ef76cfdccecd40bb341e68450c82"
+  },
+  {
+    "instance_id": "mem_openhumanvid_e7d0455f70845b771957733ad8b9761f",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/e7d0455f70845b771957733ad8b9761f.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his early forties stands centered in a narrow urban alley, wearing a light gray dress shirt, dark trousers, and holding a navy blazer over his left arm. He has short, neatly styled black hair, a slim build, and a composed expression. Behind him, six others in formal attire watch attentively, framed by European-style architecture and parked cars under bright daylight.",
+          "The man begins to walk steadily toward the right side of the frame, his posture upright and purposeful. His navy blazer swings slightly with each step as he moves past the group, now partially obscured by the edge of the doorway. The others remain still, their attention fixed on his departure.",
+          "The man is completely out of view, leaving only the empty metal grate and wooden door in focus. The group remains motionless, silhouetted against the sunlit alley. Parked cars line the street, and the warm daylight casts soft shadows across the cobblestone ground.",
+          "From the left edge of the frame, the man re-enters, stepping into view with measured confidence. Only his torso and face are visible at first, the navy blazer draped over his arm. His short black hair catches the light as he walks forward, approaching the center of the scene.",
+          "The man is fully back in frame, standing exactly where he began. He wears the same light gray dress shirt, dark trousers, and carries the navy blazer. His short black hair is neat, his expression calm. The group behind him watches silently as he stands still, perfectly matching his original appearance."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the light blue shirt have a beard when he turns to face the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by the main person in the video?",
+          "options": [
+            "A. Gray",
+            "B. Blue",
+            "C. Light Blue",
+            "D. White"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man in the light blue shirt wearing glasses both before and after turning around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the hairstyle of the man in the light blue shirt?",
+          "options": [
+            "A. Short and curly",
+            "B. Long and wavy",
+            "C. Short and straight",
+            "D. Braided"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man in the light blue shirt maintain the same facial expression (neutral) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image shows seven individuals standing in an urban outdoor setting, likely a narrow street or alleyway between buildings. Six people are visible outside the doorway, facing inward toward a man entering the frame from the right; one person is partially visible on the left edge of the frame. Ages range from late 30s to early 60s, with mixed genders—four men and three women. The central figure, a man in his 40s, wears a light gray dress shirt, dark trousers, and carries a navy blazer. He has short black hair and a slim build. To his right, a bearded man in a blue suit, white shirt, and sunglasses claps enthusiastically. Others wear formal attire: a woman in a black polka-dot dress, another in a white top with a blue jacket, and two men in suits. Accessories include glasses, a crossbody bag, and a briefcase. Hair colors vary from black to gray, styled neatly. They stand on a metal grate near a wooden door, with European-style architecture and parked cars in the background under daylight.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_e7d0455f70845b771957733ad8b9761f",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_e7d0455f70845b771957733ad8b9761f"
+  },
+  {
+    "instance_id": "mem_openhumanvid_a2aa35dcc2c8c3bd5d29bdbaea8e4bf5",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/a2aa35dcc2c8c3bd5d29bdbaea8e4bf5.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A bald Black man in his late 50s to early 60s sits diagonally, facing lower right, wearing thin-rimmed oval glasses with a reflective surface. He’s dressed in a dark charcoal wool suit jacket over a crisp white dress shirt and a subtly shiny gold tie. His posture is forward-leaning, engaged, with defined jawline and calm expression under soft ambient lighting.",
+          "The man slowly rises from his seat, turning slightly toward the background. He walks steadily deeper into the dimly lit space, his silhouette receding as he moves past blurred vertical grates. Only his back and shoulders remain visible, fading into the shadows near the glowing blue-white screen.",
+          "The frame is now empty—no figure in sight. The background remains unchanged: vertical bars softly illuminated, the data feed glowing faintly with indistinct patterns. Shadows stretch across the floor, and the ambient light casts quiet depth, emphasizing stillness and absence.",
+          "From the far edge of the background, a figure emerges—first just a hint of dark fabric, then the gold sheen of a tie catching light. The man walks forward, partially framed, his silhouette growing clearer as he approaches from the depths of the dim corridor.",
+          "The man stands fully in frame, identical to before—bald head, thin-rimmed oval glasses reflecting light, dark suit jacket, crisp white shirt, and gold tie with subtle shine. His posture is slightly leaned forward, face calm and composed, seated once again in the same position, stationary and present."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the bald man maintain his bald head appearance throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the frames of the glasses worn by the man?",
+          "options": [
+            "A. Black",
+            "B. Silver",
+            "C. Brown",
+            "D. Transparent"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's facial expression consistent throughout the video, or does it change?",
+          "options": [
+            "Consistent",
+            "Changes"
+          ],
+          "answer": "Changes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the man's suit jacket?",
+          "options": [
+            "A. Dark gray",
+            "B. Black",
+            "C. Navy blue",
+            "D. Charcoal"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's tie remain visible and unchanged in color and style throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two men, with the primary focus on a bald Black man in his late 50s to early 60s, wearing thin-rimmed oval glasses with a reflective surface. He is dressed in a dark suit jacket, likely black or charcoal wool, over a crisp white dress shirt and a gold-colored tie with a subtle sheen. His posture is slightly leaned forward, suggesting engagement in conversation, and he is seated, facing diagonally toward the lower right of the frame. To his left, partially out of focus, is another man—light-skinned, possibly middle-aged—with short hair, visible only from the side of his face. The background is dimly lit, featuring blurred vertical bars or grates and a glowing screen displaying indistinct blue-white imagery, possibly a map or data feed. Ambient lighting casts soft shadows on the main subject’s face, emphasizing his defined jawline and calm expression.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_a2aa35dcc2c8c3bd5d29bdbaea8e4bf5",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_a2aa35dcc2c8c3bd5d29bdbaea8e4bf5"
+  },
+  {
+    "instance_id": "mem_openhumanvid_bfcdf8f86553f18373f9e3cd3b641ff8",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/bfcdf8f86553f18373f9e3cd3b641ff8.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman in her late 30s to early 40s stands slightly leaning forward, her shoulder-length dark brown hair softly framing her face. She wears a pale pink sleeveless dress with delicate lace-trimmed short sleeves and two front pockets. Her hands are clasped gently, and she smiles warmly in the brightly lit modern kitchen, where red lanterns hang and potted plants add greenery.",
+          "The woman begins to walk steadily toward the right side of the frame, her pale pink dress swaying slightly with each step. Her smile remains as she moves, her dark brown hair catching the light. Only half of her body is visible now, her form gradually disappearing behind the edge of the frame.",
+          "The kitchen remains still and bright, bathed in natural light streaming through sheer curtains. Red Chinese lanterns dangle above, potted plants thrive on the counter, and bar stools line the island. The framed portrait glows softly, and the yellow handbag rests near the seated woman, who continues to smile at her bowl.",
+          "From the left side of the frame, a figure emerges—just the edge of a pale pink sleeve and a glimpse of dark brown hair. The woman steps slowly into view, her lace-trimmed dress beginning to appear. Her movement is calm and deliberate, returning to the center of the warm, sunlit space.",
+          "The woman is fully back in frame, standing slightly leaned forward with her hands clasped. Her shoulder-length dark brown hair falls naturally, and she wears the same pale pink sleeveless dress with lace-trimmed short sleeves and two front pockets. She smiles warmly, exactly as before, stationary and present in the bright, inviting kitchen."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's red headband remain visible throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the top worn by the main person in the video?",
+          "options": [
+            "A. Blue",
+            "B. Pink",
+            "C. Red",
+            "D. Green"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the green bangle on the woman's left wrist consistently visible in all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of garment is the woman wearing over her blue top?",
+          "options": [
+            "A. Jacket",
+            "B. Cardigan",
+            "C. Vest",
+            "D. Scarf"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's hairstyle (hair tied back) remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Three individuals are present in a brightly lit, modern kitchen or dining area. On the left, a woman in her late 30s to early 40s with shoulder-length dark brown hair wears a pale pink sleeveless dress with lace-trimmed short sleeves and two front pockets; she stands slightly leaning forward, hands clasped, smiling. In the center, a man in his 50s with short black hair wears a dark navy t-shirt and gray pants; he leans over a table, looking down at a bowl. On the right, an older woman in her 60s with dark hair pulled back by a red headband wears a dark blue floral-patterned top under a red vest and a pink collar; she sits at the table, smiling, with a green bracelet on her wrist. She holds a spoon in a white bowl. A yellow handbag rests near the seated woman. The background includes potted plants, red Chinese lantern decorations, a framed portrait of a woman, bar stools, and a countertop with jars and bottles. Natural light streams through curtains.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_bfcdf8f86553f18373f9e3cd3b641ff8",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_bfcdf8f86553f18373f9e3cd3b641ff8"
+  },
+  {
+    "instance_id": "mem_openhumanvid_83b3cedecab05d08da8fb96abf7774a0",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/83b3cedecab05d08da8fb96abf7774a0.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Inside a car with tan leather seats, two young adults sit in the front. The person on the left has dark brown hair in a messy bun, loose strands framing her face, wearing a cream-colored short-sleeved top with faint polka dots. The person on the right, driving, has short dark hair, a \"55\" tattoo on his neck, and wears a muted plaid shirt over a dark undershirt. Rain streaks the windows, soft daylight illuminating the scene.",
+          "The driver slowly lifts his hands from the steering wheel, shifting his body toward the open door. He begins to rise, moving upward and out of frame, his plaid shirt and tattooed neck visible as he ascends a ramp just beyond the car’s edge, partially obscured by rain-blurred glass.",
+          "The car remains still, empty in the front seat. Tan upholstery glistens under natural light. Raindrops trail down the windshield, blurring the green landscape outside. The steering wheel rests untouched. Silence fills the space where the driver once sat, only the steady patter of rain breaking the quiet.",
+          "A figure descends from above, stepping into view from the top of the frame. The lower half of the man's body appears first—his plaid shirt and jeans visible—then his hands return to the steering wheel. His neck tattoo comes into sight as he lowers himself back into the driver’s seat.",
+          "The driver is fully seated again, hands resting on the wheel. His short dark hair, \"55\" tattoo, and layered plaid shirt are clearly visible. The woman beside him remains unchanged—her messy bun, loose strands, and cream polka-dot top exactly as before. Both are still, framed by rain-streaked windows and soft daylight."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hair remain tied in a bun throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the woman's top?",
+          "options": [
+            "A. Blue",
+            "B. Black",
+            "C. White",
+            "D. Gray"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the small hoop earrings visible on the woman's left ear throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the woman's facial expression change over time?",
+          "options": [
+            "A. From smiling to serious",
+            "B. From neutral to distressed",
+            "C. From contemplative to surprised",
+            "D. Remains calm and consistent"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the woman's white top with blue floral patterns visible and unchanged from start to finish?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two individuals are seated inside a vehicle, both appearing to be in their late teens or early twenties. The person on the left, likely female, has dark brown hair tied into a messy bun with loose strands framing her face; she wears a light-colored, possibly cream or off-white, short-sleeved top with small, faint polka dots. Her posture is relaxed, facing slightly forward but looking toward the right side of the frame. The person on the right, likely male, has short dark hair and a visible tattoo of \"55\" on the left side of his neck, along with another small mark beneath it. He wears a long-sleeved plaid shirt in muted tones of beige, blue, and gray, layered over a darker undershirt. His hands rest on the steering wheel, suggesting he is driving. Both are seated in the front seats of a car with tan interior; raindrops streak the windows, blurring the green landscape outside. Natural daylight filters through, creating soft illumination.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_83b3cedecab05d08da8fb96abf7774a0",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_83b3cedecab05d08da8fb96abf7774a0"
+  },
+  {
+    "instance_id": "mem_openhumanvid_598a47450ab89ffa918d5e99a23920f2",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/598a47450ab89ffa918d5e99a23920f2.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman stands center frame, dressed in a tailored crimson silk qipao with intricate gold embroidery along the collar and sleeves. Her long, dark hair is styled in a sleek low bun, adorned with a delicate pearl hairpin. She wears subtle gold earrings and holds a small red clutch with a silver clasp, standing poised before the purple velvet curtain bearing golden Chinese characters.",
+          "The woman begins to walk steadily toward the right side of the frame, her movements graceful and deliberate. The hem of her qipao sways slightly with each step, and the red clutch remains held close to her side as she moves out of view, only her left shoulder and arm visible at the edge of the frame.",
+          "The stage is now empty. The rich purple velvet curtain fills the frame, its diagonal folds catching the light. The golden characters \"盛女作戰自由行\" gleam brightly above the logo \"好華旅行社,\" while the ornate gold trim glints subtly at the edges. The gray curtain to the left remains still, and no movement disturbs the scene.",
+          "From the left edge of the frame, a sliver of crimson silk reappears—first the sleeve of the qipao, then the curve of her shoulder. The red clutch becomes visible as she steps forward, her silhouette emerging slowly into the light, the pearl hairpin catching a glint as she continues to enter.",
+          "The woman stands fully in frame once more, centered and still. Her crimson silk qipao with gold embroidery, sleek low bun with pearl hairpin, gold earrings, and red clutch are exactly as before. She faces forward, composed and poised, against the backdrop of the purple velvet curtain and glowing golden text."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man with glasses maintain his smile throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of eyewear does the main person wear?",
+          "options": [
+            "A. Contact lenses",
+            "B. Sunglasses",
+            "C. Black-rimmed glasses",
+            "D. No glasses"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's dark suit jacket consistently visible as he sits at the table?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What color is the shirt under the man's suit jacket?",
+          "options": [
+            "A. Blue",
+            "B. Red",
+            "C. White",
+            "D. Gray"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's hairstyle change at any point during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "There are no visible people in this frame. The image displays a richly textured purple velvet curtain with diagonal folds, serving as a backdrop for large golden Chinese characters reading \"盛女作戰自由行\" and a logo beneath them that says \"好華旅行社\" (Hao Hua Li Travel Agency Ltd.). The background includes hints of ornate gold trim on the edges and a partially visible gray curtain to the left, suggesting a stage or theatrical setting. The lighting is even and bright, highlighting the texture of the fabric and the reflective quality of the text and logo. No individuals, clothing, accessories, hair, or physical features are present or discernible in this still.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_598a47450ab89ffa918d5e99a23920f2",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_598a47450ab89ffa918d5e99a23920f2"
+  },
+  {
+    "instance_id": "mem_openhumanvid_995567eab15684b2bc9227f6918c661e",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/995567eab15684b2bc9227f6918c661e.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late thirties to early forties stands close to the camera, filling the frame. He has a light brown complexion, short dark brown hair swept back with a slight side part, and wears thick black-rimmed rectangular glasses resting low on his nose. Dressed in a crisp muted brown collared shirt, he gazes downward with a faint smirk, set against a dimly lit office backdrop featuring a blurred white blueprint pinned to a dark wall.",
+          "The man begins to shift forward, stepping slowly toward the right side of the frame. His body angles slightly as he moves, the edge of his shoulder and collar still visible. His expression remains contemplative, eyes glancing down, while the dim ambient lighting casts soft shadows across his face and shirt.",
+          "The man is now completely obscured by a large, dark pillar that rises from the floor, blocking the entire view. Only the cool-toned office environment remains—dark walls, faint outlines of furniture, and the white blueprint hanging motionless in the hazy background, illuminated by subtle overhead lights.",
+          "From behind the pillar, the man starts to emerge on the left side of the frame. First, the tip of his collar appears, followed by the curve of his shoulder and the edge of his glasses. His movement is deliberate, slow, as he steps into view, the faint smirk returning to his lips.",
+          "The man is fully back in frame, standing in the same position as before. He wears the same muted brown collared shirt, neatly pressed, with the crisp collar visible. His dark brown hair is swept back, and the thick black-rimmed glasses sit low on his nose. His expression holds a subtle smirk, eyes looking down and slightly toward the camera, the dim office backdrop unchanged behind him."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the video maintain the same hairstyle throughout the clip?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the frames of the glasses worn by the man?",
+          "options": [
+            "A. Black",
+            "B. Brown",
+            "C. Silver",
+            "D. Blue"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's facial expression consistently neutral to slightly smiling across all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the color of the man's collared shirt?",
+          "options": [
+            "A. White",
+            "B. Beige",
+            "C. Gray",
+            "D. Tan"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's stubble (chin and cheeks) appear consistently in every frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features one adult male, appearing to be in his late thirties to early forties, with a light brown complexion and a lean facial structure. He wears black-rimmed rectangular glasses with thick frames, which sit slightly low on his nose. His dark brown hair is short, neatly styled, and swept back from the forehead, with a slight side part. He is dressed in a muted brown or beige collared shirt made of a smooth, possibly cotton-blend fabric; the collar is visible and appears crisp. No jewelry or additional accessories are noticeable. His expression is subtle, with a faint smirk and eyes looking downward and slightly toward the camera, suggesting contemplation or mild amusement. He is positioned close to the camera, filling most of the frame, angled slightly from the left side. The background is dimly lit and blurred, showing a dark wall with what appears to be a white diagram or blueprint pinned to it, indicating an indoor setting—possibly an office or workspace—with cool-toned ambient lighting.",
+      "exit_plan": {
+        "exit": "steps behind a large foreground object (pillar, wall, or vehicle) blocking the view entirely",
+        "return": "emerges from the other side of the occluding object"
+      }
+    },
+    "task_id": "mem_openhumanvid_995567eab15684b2bc9227f6918c661e",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_995567eab15684b2bc9227f6918c661e"
+  },
+  {
+    "instance_id": "mem_openhumanvid_89eb24aae5fb32f897ee3c7e82be71bd",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/89eb24aae5fb32f897ee3c7e82be71bd.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young man stands in the foreground, his slender frame draped in a light gray silk robe with a high collar, exuding ancient nobility. His dark hair is slicked back into a precise topknot beneath an ornate silver filigree headdress, accented by a gleaming yellow pin. His expression is serious, eyes fixed to the right, as blurred greenery and stone architecture frame the overcast outdoor terrace.",
+          "The young man turns slowly, stepping away from the camera with measured grace. His robes flow gently as he walks deeper into the background, his silver headdress catching faint light. Only his back and the curve of his shoulders remain visible as he moves toward the distant edge of the terrace.",
+          "The terrace is now empty—only the stone railing, misty green foliage, and soft architectural details remain under the overcast sky. The air feels still, the scene quiet, with no trace of movement or presence, just the lingering atmosphere of a historical moment suspended in time.",
+          "From the far background, a figure begins to emerge—slowly, deliberately. The silhouette of a young man in light gray robes appears at the edge of the frame, his silver headdress glinting as he steps forward. His form grows clearer, approaching steadily from the depth of the terrace.",
+          "The young man stands fully in frame, identical to before—light gray silk robe, high collar, dark topknot secured beneath the intricate silver filigree headdress with its yellow pin. His expression remains serious, gaze steady. He is motionless, perfectly anchored in place, as if time itself has returned him unchanged."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man wearing the golden helmet have the same hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the primary material of the helmet worn by the main subject?",
+          "options": [
+            "A. Gold",
+            "B. Silver",
+            "C. Bronze",
+            "D. Copper"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the black strap visible under the chin of the man in the golden helmet?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the main color of the fur-like lining inside the helmet?",
+          "options": [
+            "A. Brown",
+            "B. Black",
+            "C. Gray",
+            "D. Purple"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man in the golden helmet maintain a consistent facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, with one prominently in the foreground and another partially visible on the right side. The main subject is a young man, approximately 20–25 years old, with a slender build and fair complexion. He wears a traditional Chinese-style headdress adorned with intricate silver filigree and a yellow decorative pin, suggesting a historical or noble role. His dark hair is neatly styled in an ancient topknot, slicked back and secured beneath the headpiece. He is dressed in a light gray garment with a high collar, likely made of silk or fine linen, indicative of period attire. His expression is serious, eyes focused intently to his right. The second person, seen only from the shoulder and reddish-brown hair, appears to be facing him. They are outdoors, possibly on a balcony or terrace, with blurred greenery and architectural elements in the background under overcast lighting.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_89eb24aae5fb32f897ee3c7e82be71bd",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_89eb24aae5fb32f897ee3c7e82be71bd"
+  },
+  {
+    "instance_id": "mem_openhumanvid_240414c90498f1f8fe1412d2967da618",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/240414c90498f1f8fe1412d2967da618.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young woman lies on her back on a blue and cream floral pillow, her dark shoulder-length hair loosely framing her face. She wears a black satin-like button-down shirt, partially unbuttoned at the top. Two white bandages cover wounds above her right eyebrow and near her left cheekbone, with faint redness and scarring visible. A small cut marks her neck. Her gaze drifts upward and to the right, eyes half-lidded in quiet contemplation.",
+          "Slowly, she lifts her head and pushes herself up from the pillow, her movements deliberate and steady. Her body shifts sideways toward the left edge of the frame, one arm extending forward as she begins to rise. Her silhouette fades slightly into shadow as she moves out of view, only her lower torso and legs still visible.",
+          "The frame is now empty—only the dimly lit background remains. The dark blue fabric with ornate floral patterns stretches across the scene, undisturbed. Soft shadows linger where her body once rested. The floral pillow sits untouched, the cool-toned lighting casting gentle contrasts across the textures.",
+          "From the right side of the frame, a sliver of movement appears—a glimpse of dark hair and the edge of a black satin shirt. She steps cautiously into view, one foot placing down gently on the fabric. Her form grows clearer as she advances, her posture upright but measured, returning slowly to center.",
+          "She stands fully within the frame, facing forward, her appearance identical to before. Dark hair falls loosely over her shoulders, the black satin shirt unbuttoned at the collar. Bandages remain above her right eyebrow and near her left cheekbone, the neck wound still visible. Her gaze is directed upward and to the right, calm and still, as if nothing has changed."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's facial expression remain consistently neutral throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How many adhesive bandages are visible on the woman's face and neck in the video?",
+          "options": [
+            "A. Three",
+            "B. Four",
+            "C. Five",
+            "D. Six"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the red marks on the woman's neck consistent in appearance across all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the woman's shirt?",
+          "options": [
+            "A. White",
+            "B. Black",
+            "C. Blue",
+            "D. Red"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's head position change significantly during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single young woman, appearing to be in her late teens or early twenties, lies on her back on a patterned blue and cream floral pillow. She has dark, shoulder-length hair loosely styled, with some strands falling across her forehead. Her face shows signs of injury: two white adhesive bandages are placed above her right eyebrow and near her left cheekbone, and there is visible redness and minor scarring around the wound sites. A small cut is also noticeable on her neck. She wears a black satin-like shirt with a button-down collar, partially unbuttoned at the top. Her posture is relaxed but passive, suggesting she may be recovering or unconscious. The lighting is dim and cool-toned, casting soft shadows across her face. The background consists of dark blue fabric with ornate floral designs, possibly part of a bed or couch. No accessories or props are visible, and her gaze is directed slightly upward and to the right, indicating awareness or contemplation.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_240414c90498f1f8fe1412d2967da618",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_240414c90498f1f8fe1412d2967da618"
+  },
+  {
+    "instance_id": "mem_openhumanvid_784aff1067931694c7be27bd7b91b733",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/784aff1067931694c7be27bd7b91b733.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman in her late twenties or early thirties stands centered in a dimly lit interior space, her dark shoulder-length hair neatly pulled back from her face. She wears a simple high-necked black blouse, no jewelry, no accessories. Her fair skin is softly illuminated on one side, shadows deepening the other. Her expression is serious, eyes fixed forward, lips slightly parted, conveying quiet intensity.",
+          "She begins to turn slowly to her right, her movement deliberate and measured. The edge of her black blouse brushes against the frame as she pivots away. Her hair shifts subtly with the motion, her gaze still directed forward, unblinking. The light catches the curve of her jaw as she moves toward the corner, partially disappearing from view.",
+          "The corner is now empty. Only the dark, indistinct background remains—shadows pooling in the corners, faint outlines of walls meeting at a sharp angle. The ambient lighting casts a soft glow on the textured surface near the floor, but no trace of the person remains. Silence fills the space.",
+          "From the same corner, a sliver of dark hair emerges, followed by the edge of her black blouse. She rounds the bend slowly, reappearing inch by inch. Her silhouette grows clearer as she steps into the light, her posture upright, her face still obscured by the angle. The scene breathes with anticipation.",
+          "She is fully back in frame, standing exactly where she began. Her dark shoulder-length hair is neatly pulled back, her black high-necked blouse pristine, no accessories visible. Her fair skin glows softly under the directional light, shadows framing one side of her face. Her expression remains serious, eyes steady, lips slightly parted—identical to the moment she first appeared. She stands still, poised."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's eye color appear consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What direction does the woman turn her head during the video?",
+          "options": [
+            "A. Left",
+            "B. Right",
+            "C. Up",
+            "D. Down"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the lighting on the woman's face consistent, highlighting the same areas (forehead and nose) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How would you describe the woman's hairstyle in the video?",
+          "options": [
+            "A. Long and loose",
+            "B. Short and pulled back",
+            "C. Wavy and shoulder-length",
+            "D. Braided"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's facial expression remain neutral and unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features a single individual, a woman appearing to be in her late twenties or early thirties. She has dark, shoulder-length hair styled neatly, pulled back from her face, with no visible accessories such as jewelry or headwear. Her facial features include a straight nose, full lips slightly parted, and expressive dark eyes that are gazing directly forward with a serious, contemplative expression. She appears to have fair skin with subtle natural makeup, emphasizing her eyes. No clothing details are visible due to the close-up framing, which focuses tightly on her face and upper neck. Her posture is upright, suggesting attentiveness or tension. The background is dark and indistinct, likely an interior space with low ambient lighting, creating shadows across one side of her face while the other is softly illuminated, possibly by a directional light source off-camera. The overall atmosphere is somber and intimate, emphasizing her emotional state.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_784aff1067931694c7be27bd7b91b733",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_784aff1067931694c7be27bd7b91b733"
+  },
+  {
+    "instance_id": "mem_openhumanvid_61b0ad2b7871543b8529bfe4e9d62751",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/61b0ad2b7871543b8529bfe4e9d62751.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late twenties, dressed in a richly embroidered red robe with intricate gold patterns and a soft pink inner collar, stands solemnly. His dark hair is neatly pulled back, revealing a somber face streaked with tears. Beside him, a woman rests her head on his shoulder, adorned with an ornate golden hairpin set with blue gemstones, her elaborate black updo signifying noble status. The warm, blurred orange-red background glows like fire, casting emotional light on their intimate sorrow.",
+          "The man slowly turns to the left, his red robe flowing with deliberate grace as he begins to walk out of frame. His tear-streaked face remains visible for a moment, eyes downcast, before only the edge of his sleeve and the curve of his shoulder linger at the left boundary of the shot.",
+          "The frame now holds only the warm, fiery orange-red backdrop, softly blurred and glowing like embers. No figures remain—just the lingering warmth and texture of the scene, untouched by movement, silent and still, evoking absence and quiet tension.",
+          "From the right side of the frame, the edge of a rich red robe reappears, followed by the man’s shoulder and the glint of gold embroidery. He steps forward steadily, his dark hair tied back, the corner of his tear-streaked face emerging into view as he returns from the shadows.",
+          "The man stands fully in frame once more, wearing the same intricately patterned red robe with gold thread and pink inner collar. His dark hair is neatly pulled back, tears still tracing his cheeks, and beside him, the woman rests her head on his shoulder, her golden hairpin with blue gems gleaming. They are still, rooted in the same moment of sorrow under the warm, fiery glow."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the red robe maintain the same hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the robe worn by the man in the video?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. Red",
+            "D. Yellow"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is there a tear visible on the man's face during the entire duration of the clip?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the background behind the man?",
+          "options": [
+            "A. Orange",
+            "B. Yellow",
+            "C. Red",
+            "D. Green"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression remain consistently sad or pained throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, a man and a woman, both appearing to be in their late twenties or early thirties. The man, positioned centrally, wears a richly embroidered red robe with gold patterns and a pink inner collar, suggesting traditional East Asian attire, possibly from a historical drama. His dark hair is styled neatly, pulled back from his face, and he has a somber expression with visible tears streaming down his cheeks. He gazes downward toward the woman beside him, whose head rests gently against his shoulder. She wears an ornate golden hairpin with blue gemstones, indicating a high social status. Her black hair is styled in an elaborate updo typical of ancient Chinese nobility. The background is a warm, blurred orange-red hue, likely representing a fiery scene or dramatic lighting, enhancing the emotional intensity. The lighting highlights the man’s face and the texture of their garments, emphasizing the intimacy and sorrow of the moment.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_61b0ad2b7871543b8529bfe4e9d62751",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_61b0ad2b7871543b8529bfe4e9d62751"
+  },
+  {
+    "instance_id": "mem_openhumanvid_d900fb214e8ef58e8218bb594fdf7028",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/d900fb214e8ef58e8218bb594fdf7028.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman with short, dark brown curly hair styled in a vintage fashion, adorned with a delicate hairpin, stands beside a man near a sunlit window. She wears a teal coat over a beige, red, and white striped scarf, pearl earring glinting, bold red lipstick accentuating her lips. The man, in a light gray cardigan over a cream vertically striped shirt, gazes downward as she looks toward him, their closeness suggesting quiet tension.",
+          "The woman begins to turn away, stepping forward toward the staircase behind them. Her teal coat sways slightly as she ascends, one foot rising onto the first step. Her profile remains visible, hair catching the light, while the man stays rooted, his expression unchanged, watching her move out of frame.",
+          "The staircase now empty, sunlight streams through the large window, illuminating the greenery outside. The space where they stood is still, quiet, only the faint echo of movement lingering. The room feels suspended—no figures, no motion, just stillness and natural light filling the interior.",
+          "From the top of the staircase, a figure descends slowly into view. First, the edge of a teal coat appears, then a glimpse of the striped scarf and curling dark hair. The woman’s silhouette grows clearer as she steps down, her presence returning gradually, the scene reawakening with her return.",
+          "The woman stands fully in frame, her appearance unchanged—short curly dark brown hair with a decorative hairpin, teal coat, striped scarf in beige, red, and white, pearl earring, bold red lipstick. She faces the man once more, still and composed, the moment restored exactly as it began."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hairstyle remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the man's outer garment?",
+          "options": [
+            "A. Blue",
+            "B. Gray",
+            "C. White",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman wearing the same earrings throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the man's shirt underneath the cardigan?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. White",
+            "D. Beige"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man maintain the same facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, a woman on the left and a man on the right, both appearing to be in their late 30s to early 40s. The woman has short, dark brown, curly hair styled in a vintage fashion with a decorative hairpin; she wears a teal coat over a striped scarf in beige, red, and white, paired with a pearl earring. Her makeup includes bold red lipstick. The man has short black hair, a neutral expression, and is dressed in a light gray cardigan over a cream-colored, vertically striped dress shirt. He appears slightly heavier set and stands close to the woman. They are positioned indoors near a large window with natural daylight illuminating the scene; greenery is visible outside. The woman looks toward the man, who gazes downward, suggesting a moment of contemplation or tension. No props are held, but their proximity indicates an intimate or serious interaction.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_d900fb214e8ef58e8218bb594fdf7028",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_d900fb214e8ef58e8218bb594fdf7028"
+  },
+  {
+    "instance_id": "mem_openhumanvid_4576a9b26e38a6e01d0ab43a2c804bd7",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/4576a9b26e38a6e01d0ab43a2c804bd7.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late twenties or early thirties sits upright inside a dimly lit vehicle, his short dark hair neatly styled and face clean-shaven. He wears a crisp white shirt beneath a dark jacket, with a large black over-ear headset around his neck, microphone angled toward his mouth. His gaze is fixed downward, focused intently on something out of frame, the ambient blue-gray light casting subtle shadows across his features.",
+          "The man shifts slightly, pushing himself up from the seat and turning toward the right side of the frame. His movements are deliberate and controlled as he rises, the headset remaining securely in place. Only his torso and shoulder remain visible as he steps forward, disappearing gradually behind the edge of the frame.",
+          "The interior of the vehicle remains in view—dashboard illuminated faintly, steering wheel centered, and a blurred figure in similar gear seated in the background. The circular transparent scope in the foreground glows softly under the low light, emphasizing the quiet tension of the scene. No movement, no presence—only stillness and anticipation.",
+          "From the left side of the frame, a dark silhouette emerges, stepping into view with measured precision. The edge of a dark jacket appears first, followed by the sleek outline of the headset and the top of a white shirt. The man continues to walk forward, his form becoming more defined as he re-enters the space.",
+          "The man stands fully within the frame, posture upright and expression focused, just as before. His short dark hair is unchanged, the white shirt crisp under the dark jacket, and the professional-grade headset rests firmly around his neck. He faces forward, motionless, the ambient blue-gray light highlighting every detail exactly as seen at the start."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hairstyle change from short black hair to a different style during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt visible under the jacket?",
+          "options": [
+            "A. Blue",
+            "B. White",
+            "C. Gray",
+            "D. Beige"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing the same orange-brown watch on his left wrist throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of headphones does the man have around his neck?",
+          "options": [
+            "A. In-ear",
+            "B. Over-ear",
+            "C. Bone conduction",
+            "D. Wireless"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression remain consistent while he is on the phone?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single male individual, appearing to be in his late twenties or early thirties, is seated inside a vehicle, likely a car or specialized vehicle given the visible steering wheel and dashboard elements. He has short, dark black hair styled neatly, with a clean-shaven face and a focused expression. He wears a white shirt underneath a dark jacket, though only the upper torso is visible. Around his neck is a large, black over-ear headset with a microphone extending toward his mouth, suggesting communication or monitoring activity. The headset appears professional-grade, possibly used for tactical or operational purposes. His posture is upright, leaning slightly forward as he looks downward, concentrating on something out of frame. The environment is dimly lit, with ambient blue-gray lighting indicating nighttime or low-light conditions. In the foreground, a circular transparent object—possibly a scope or part of equipment—is partially visible, adding to the technical atmosphere. The background is blurred but shows another person wearing similar gear, hinting at a team operation.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_4576a9b26e38a6e01d0ab43a2c804bd7",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_4576a9b26e38a6e01d0ab43a2c804bd7"
+  },
+  {
+    "instance_id": "mem_openhumanvid_7bda0fd8f6ce9ad0df725fb277d41615",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/7bda0fd8f6ce9ad0df725fb277d41615.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman with shoulder-length dark brown hair sits at a wooden kitchen table, wearing a gray long-sleeved V-neck sweater over a black undershirt and blue jeans. Her posture is relaxed yet expressive, hands gesturing mid-conversation. A white mug rests before her, and natural light bathes the room, highlighting white cabinets, a yellow teapot on the stove, and decorative plates on the wall.",
+          "The seated woman rises slowly from the chair, turning to her left as she begins walking out of frame. Her gray sweater sways gently with each step, and her dark hair falls loosely around her shoulders. The background remains still—only her movement draws focus as she exits toward the left edge of the frame.",
+          "The kitchen is now empty of the woman. Sunlight streams through large windows, illuminating the white cabinets, yellow teapot, and patterned plates. The white mug sits untouched on the table, and the younger woman in the pink shirt continues washing dishes at the sink, unaware of the absence.",
+          "A figure re-enters the frame from the right, stepping into view with steady purpose. The gray long-sleeved sweater and dark brown hair are visible first, followed by the blue jeans. She walks calmly toward the center, her presence returning gradually to the warm, sunlit kitchen space.",
+          "The woman stands fully in frame, centered at the table once more. Her shoulder-length dark brown hair frames her face, and she wears the same gray V-neck sweater over a black undershirt and blue jeans. The white mug remains untouched beside her. The kitchen glows with soft daylight, and she stands still, poised and present."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When the woman in the grey sweater stands up and turns away from the camera, does her long brown hair remain visible?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the jeans worn by the woman in the grey sweater?",
+          "options": [
+            "A. Black",
+            "B. Blue",
+            "C. Green",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the woman in the grey sweater still have the same long brown hair when she turns back to face the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What object is the woman in the grey sweater holding before she stands up?",
+          "options": [
+            "A. A book",
+            "B. A phone",
+            "C. A white mug",
+            "D. A remote control"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the woman in the grey sweater wearing the same grey sweater both before and after she stands up?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two women are present in a well-lit kitchen. The foreground woman, approximately 35–40 years old, has shoulder-length dark brown hair and is seated at a table, facing slightly to her right with an expressive gesture. She wears a gray long-sleeved V-neck sweater over a black undershirt and blue jeans. Her posture is relaxed yet animated, suggesting she is mid-conversation. In the background, a younger woman, likely in her late teens or early twenties, stands at the sink, wearing a pink button-up shirt and light beige pants. Her hair is pulled back in a ponytail. The kitchen features white cabinets, a yellow teapot on the stove, decorative plates on the wall, and natural light streaming through large windows. A white mug rests on the table near the seated woman, and various kitchen items like bottles and a cutting board are visible. The lighting is soft and warm, indicating daytime.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_7bda0fd8f6ce9ad0df725fb277d41615",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_7bda0fd8f6ce9ad0df725fb277d41615"
+  },
+  {
+    "instance_id": "mem_openhumanvid_742495876ba9f32bc0d45179f29107d6",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/742495876ba9f32bc0d45179f29107d6.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young adult male stands in sharp focus, his dark hair neatly tied into a topknot with two braided strands framing his face. He wears a cream tunic beneath a dark green scarf, layered under a grayish-black segmented armor vest with brown leather trim and cross-stitch patterns. A red outer garment drapes over one shoulder. His expression is intense, eyes fixed on the blurred figure before him.",
+          "The man begins to move forward, stepping slowly toward a massive stone pillar that looms in the foreground. His posture remains upright, arms at his sides, as he advances. The edge of his red cloak flutters slightly, revealing more of the armored vest as he moves closer to the occlusion.",
+          "The pillar now fully blocks the view. Only the dimly lit chamber remains visible—muted tones, soft shadows, and indistinct architectural details. The air feels still, the silence heavy. No trace of the man remains; the space behind the pillar is empty, the scene undisturbed.",
+          "From the other side of the pillar, a sliver of movement appears—a flash of red fabric followed by the edge of the grayish-black armor. The man emerges gradually, his braided hair catching the faint light as he steps into frame, half-hidden, still moving forward.",
+          "The man is now fully visible, standing in the same position as before. His dark hair is neatly tied in a topknot, braids framing his face. He wears the cream tunic, dark green scarf, segmented armor vest with leather trim, and red outer garment. His expression remains intense, gaze steady. He stands still, unchanged, anchoring the moment."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Is the man's hairstyle (dark hair tied in a topknot) consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main layer of armor visible on the man's chest?",
+          "options": [
+            "A. Green",
+            "B. Beige",
+            "C. Black",
+            "D. Red"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the man have a mustache in both the initial and final frames shown?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What material or texture appears to be underneath the man's armor?",
+          "options": [
+            "A. Red blanket",
+            "B. White fabric",
+            "C. Tatami mat",
+            "D. Leather"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the man lying down in the same position (on his back) in the final frame as he was in the initial frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, one in sharp focus and the other blurred in the foreground. The focused person appears to be a young adult male, likely in his late twenties, with a slim build and an intense, serious expression. He has dark, neatly styled hair tied into a topknot with two braided strands framing his face. He wears a layered outfit consisting of a cream-colored inner tunic, a dark green scarf or collar, and a grayish-black segmented armor vest with brown leather trim and cross-stitch patterns, suggesting historical or military attire. His red outer garment is partially visible. No accessories or jewelry are apparent. He stands upright, facing slightly left, gazing intently at the blurred figure. The blurred individual, possibly female, has long dark hair and wears a gray mask covering the lower half of their face. The background is dimly lit and indistinct, with muted tones and soft shadows, indicating an indoor setting, perhaps a chamber or hallway.",
+      "exit_plan": {
+        "exit": "steps behind a large foreground object (pillar, wall, or vehicle) blocking the view entirely",
+        "return": "emerges from the other side of the occluding object"
+      }
+    },
+    "task_id": "mem_openhumanvid_742495876ba9f32bc0d45179f29107d6",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_742495876ba9f32bc0d45179f29107d6"
+  },
+  {
+    "instance_id": "mem_openhumanvid_00f63be129cb6559870673df562fa626",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/00f63be129cb6559870673df562fa626.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A person stands in the storage area, wearing a navy-blue hoodie with white drawstrings, faded jeans, and worn black sneakers. Their dark hair falls loosely past their shoulders, partially obscuring one ear. They carry a red canvas tote bag slung over one shoulder, its strap slightly frayed. The scene is still, lit evenly by overhead fluorescent lights.",
+          "The person turns slowly to the left, stepping forward toward the corner where tile meets carpet. Their movements are deliberate, the tote bag swinging gently with each step. One foot crosses the threshold of the dark carpet as they begin to disappear behind the wooden shelf’s edge.",
+          "The storage area remains quiet and unchanged. The open box reveals stacked vinyl records labeled \"LETTER SIZE,\" while the pink object glows faintly in another container. The green bin sits motionless on the right, and the white tiles reflect the steady artificial light. No trace of the person remains.",
+          "From the same corner, a figure begins to reappear—first the tip of the navy-blue hoodie, then the edge of the red tote bag. The person emerges cautiously, one foot stepping onto the tile, their silhouette framed by the shadowed curve of the shelf.",
+          "The person stands fully in view again, exactly as before: navy-blue hoodie, white drawstrings, faded jeans, black sneakers, dark hair falling past the shoulders, red tote bag over one shoulder. They pause, motionless, facing forward, the scene identical to the first moment."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's facial expression remain neutral when he turns to face the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the tie worn by the man in the black suit?",
+          "options": [
+            "A. Blue",
+            "B. Yellow",
+            "C. Brown",
+            "D. Green"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman wearing white gloves visible throughout the video after she first appears?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of container does the woman carry in her hands?",
+          "options": [
+            "A. Plastic bag",
+            "B. Wooden box",
+            "C. Metal briefcase",
+            "D. Paper bag"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man’s hairstyle change from short brown hair to any other style during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "There are no people visible in this frame. The image shows a close-up view of a storage area with several dark wooden boxes on a white tiled floor. One box is open, revealing stacked vinyl records and labeled \"LETTER SIZE.\" A pink object, possibly a toy or electronic device, is partially visible in another box. The background includes a section of dark carpet adjacent to the tile, a portion of a wooden cabinet or shelf, and what appears to be a green trash can or bin on the right edge. The lighting is even and artificial, typical of indoor commercial or institutional spaces. No individuals, clothing, accessories, hair, or physical features are present or discernible in this scene.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_00f63be129cb6559870673df562fa626",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_00f63be129cb6559870673df562fa626"
+  },
+  {
+    "instance_id": "mem_openhumanvid_448c238250b5172276cf17c2af1100d9",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/448c238250b5172276cf17c2af1100d9.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman stands centered in the frame, wearing a tailored navy-blue wool coat with gold buttons, black leather gloves, and knee-high brown boots. Her shoulder-length dark hair is swept back by a soft breeze, and she wears round silver-rimmed glasses. She holds a vintage leather satchel over her left shoulder, its strap slung diagonally across her torso. The Shanghai skyline looms behind her, muted under an overcast sky.",
+          "She turns slowly to her left, stepping forward with deliberate grace. Her coat flares slightly as she moves, the satchel swaying with her stride. Her boots click softly on the stone pavement. As she walks, her figure begins to fade from view, only her right arm and part of her coat remaining visible at the edge of the frame.",
+          "The frame now shows only the expansive cityscape—tall glass towers reflecting gray clouds, the Huangpu River winding through the foreground with slow-moving boats. Green trees line the riverbanks, and distant cranes rise above construction sites. The air feels still, heavy with quiet anticipation.",
+          "From the right edge of the frame, a glimpse of navy-blue fabric appears—a corner of the coat—and then the woman’s boot steps into view. She re-enters steadily, the satchel swinging gently at her side. Her silhouette grows clearer as she advances, her glasses catching faint light from the overcast sky.",
+          "She stands fully in frame once more, centered and still. Her navy-blue wool coat, black gloves, and brown boots are exactly as before. Her dark hair remains neatly styled, and the silver-rimmed glasses rest on her face. The vintage satchel hangs over her shoulder. The city behind her is unchanged, the moment frozen in time."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the person in the video have short black hair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by the main person in the video?",
+          "options": [
+            "A. Light Blue",
+            "B. Dark Gray",
+            "C. White",
+            "D. Black"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the person wearing any visible accessories such as a watch, glasses, or a bag?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the person doing while standing by the window?",
+          "options": [
+            "A. Leaning forward to look down",
+            "B. Resting hands on the window frame",
+            "C. Walking away from the window",
+            "D. Facing the camera"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the person's hairstyle change at any point during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "There are no people visible in this image. The frame captures a wide-angle view of the Shanghai skyline, featuring prominent skyscrapers such as the Oriental Pearl Tower and the Shanghai Tower, with the Huangpu River flowing in the foreground. The scene is overcast, with diffused lighting due to cloudy weather, lending a muted tone to the cityscape. Buildings vary in architectural style and height, including modern glass towers and lower commercial structures. Greenery lines the riverbanks, and a few boats are visible on the water. No individuals, clothing, accessories, or physical features can be observed, as the focus is entirely on the urban landscape. The camera appears positioned at a high vantage point, offering a panoramic perspective of the city center from across the river.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_448c238250b5172276cf17c2af1100d9",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_448c238250b5172276cf17c2af1100d9"
+  },
+  {
+    "instance_id": "mem_openhumanvid_18cefc3b61eb7b21a6f8c74a319d2eb0",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/18cefc3b61eb7b21a6f8c74a319d2eb0.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late 50s stands at the center of a stone courtyard, wearing a tailored black suit with a high-collared shirt and dark tie. Over it, he dons an ornate gold-trimmed ceremonial coat, holding a polished wooden walking cane. His graying hair is neatly combed, and he wears a black bowler hat slightly tilted forward. The group around him is dressed in formal black attire, standing solemnly before a classical beige building under overcast skies.",
+          "The man begins to walk slowly toward a wide stone staircase ascending behind the group. He moves with deliberate steps, cane tapping gently on the pavement. His gold-trimmed coat sways slightly as he ascends, and only his lower torso and legs remain visible as he climbs higher into the frame’s upper edge.",
+          "The staircase now stands empty, its worn stone steps leading upward into the gray sky. The courtyard remains still, with the others in black attire continuing their quiet conversations. The classical columns and large windows of the building stand tall, bathed in soft, diffused light. No trace of the man remains.",
+          "From the top of the frame, a figure descends the same stone staircase. Only the lower half of the man appears—his black trousers, polished boots, and the tip of his cane visible as he carefully steps down. The gold trim of his coat glints faintly as he approaches the courtyard floor.",
+          "The man is now fully back in frame, standing where he began. He wears the same ornate gold-trimmed ceremonial coat, black bowler hat, high-collared shirt, and dark tie. His graying hair is neatly styled, and he holds his walking cane firmly. The surrounding group remains unchanged, and he stands still, centered and composed."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When the woman turns her back to the camera, does her dark hair remain styled in an updo?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main dress worn by the woman in the video?",
+          "options": [
+            "A. Red",
+            "B. White",
+            "C. Black",
+            "D. Gray"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the woman's black veil remain in place when she turns around to face the camera again?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What accessory is visible on the woman's left hand as she clasps her hands in front?",
+          "options": [
+            "A. A ring",
+            "B. A bracelet",
+            "C. A watch",
+            "D. Nothing"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the woman's standing posture consistent before and after turning around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The scene features approximately twelve individuals, mostly men and a few women, appearing to be in their late 40s to early 70s. They are dressed in formal black attire, including long overcoats, tailored suits, and high-collared shirts with dark ties. Most wear black bowler hats or wide-brimmed top hats, with one man in the center wearing an ornate gold-trimmed ceremonial coat and holding a walking cane. Several women wear modest black dresses with collars, and one wears glasses. Hair is mostly short, dark, or graying, styled conservatively; one woman has her hair pulled back into a bun. All individuals stand on a stone courtyard in front of a classical beige building with large windows and columns. The lighting is natural and diffused, suggesting an overcast day. People are positioned in small clusters, facing each other in conversation, with some turned toward the camera and others with backs visible.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_18cefc3b61eb7b21a6f8c74a319d2eb0",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_18cefc3b61eb7b21a6f8c74a319d2eb0"
+  },
+  {
+    "instance_id": "mem_openhumanvid_5ed1a592711f34644eafbea26c90c438",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/5ed1a592711f34644eafbea26c90c438.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late 50s to early 60s stands slightly off-center, facing right with a serious, contemplative expression. He has short, dark hair graying at the temples, neatly combed back, and a thin mustache. Dressed in a dark, high-collared traditional garment made of thick wool or cotton, he is illuminated by soft, warm light from a blurred candle or lantern behind him, casting deep shadows across his weathered face.",
+          "The man begins to walk steadily toward the right side of the frame, his movements deliberate and unhurried. His dark garment sways slightly with each step, and only his upper body remains visible as he moves out of view, the dimly lit wooden background softly glowing around him.",
+          "The frame is now empty—no trace of the man remains. Only the blurred, warm glow of the candlelight lingers, illuminating the wooden beams and indistinct shapes of an old interior space. Shadows stretch quietly across the floor, and the stillness fills the room with a sense of anticipation.",
+          "From the left edge of the frame, the man slowly re-enters, emerging into view. His dark, high-collared garment appears first, followed by the side of his face, still marked by subtle lines and a furrowed brow. The warm light catches the gray at his temples as he steps forward, steady and composed.",
+          "The man is fully back in frame, standing slightly off-center, facing right with his head turned toward the camera. His short, dark hair with gray temples, thin mustache, and dark traditional garment are unchanged—every detail matches exactly as before. He stands still, solemn and present, under the soft glow of the candlelight."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the video have the same mustache throughout the entire clip?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the man's hair?",
+          "options": [
+            "A. Black",
+            "B. Gray",
+            "C. Brown",
+            "D. Red"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing the same shirt/jacket in every frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What emotion does the man appear to be expressing as the video progresses?",
+          "options": [
+            "A. Happiness",
+            "B. Anger",
+            "C. Sadness",
+            "D. Indifference"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features one adult male, approximately in his late 50s to early 60s, with a weathered complexion and visible facial lines, suggesting maturity and experience. He has short, dark hair with subtle graying at the temples, neatly combed back, and a thin mustache above his upper lip. His expression is serious and contemplative, with slightly furrowed brows. He wears a dark, possibly brown or black, traditional-style garment with a high collar, likely made of thick fabric such as wool or cotton, indicating a historical or period setting. No accessories or jewelry are visible. He is positioned slightly off-center in the frame, facing toward the right side of the image, with his head turned slightly toward the camera. The background is dimly lit, blurred, and appears to be an indoor space with wooden elements and a warm, glowing light source—possibly a candle or lantern—creating a soft bokeh effect. The lighting emphasizes his face while casting shadows, adding depth and drama to the scene.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_5ed1a592711f34644eafbea26c90c438",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_5ed1a592711f34644eafbea26c90c438"
+  },
+  {
+    "task_id": "a00047_01422_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00047_01422.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Feet in yellow sneakers step forward through tall grass, pushing aside green blades and small plants, with jeans-covered legs moving rhythmically over uneven ground.",
+          "The camera cranes downward, following the yellow sneakers as they step through dense green grass, pressing down blades and scattering small wildflowers underfoot.",
+          "The camera continues its descent, now focused on a patch of dry soil and scattered stones where the grass thins, with no trace of the feet or jeans remaining in view.",
+          "The camera begins to crane upward, revealing a shadowed expanse of overgrown weeds and dappled sunlight filtering through distant tree branches above.",
+          "The camera rises further, repositioning to show the original scene: yellow sneakers stepping forward through tall grass, jeans swaying with each stride, the ground uneven beneath them."
+        ]
+      }
+    },
+    "original_task_id": "a00047_01422",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00043_01144_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00043_01144.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Hands hold a metal sieve over a mixing bowl and shake it, causing white flour to fall through the mesh in a fine, steady stream onto the mixture below.",
+          "The camera pans left, revealing the edge of the stainless steel mixing bowl and the hand holding the sieve as fine flour cascades through the mesh onto the pale beige batter below. The bright kitchen countertop reflects overhead lighting, emphasizing the contrast between the white flour and the textured mixture. A slight blur at the frame’s right edge hints at motion beyond the primary focus.",
+          "The camera continues panning left, shifting entirely away from the mixing bowl to show a clean stretch of white countertop with only faint traces of flour dust near the edge. The metallic sheen of the bowl is now out of sight, replaced by an unbroken expanse of surface under even lighting, suggesting a quiet pause in activity.",
+          "The camera pans right, moving across the smooth countertop toward the re-emerging corner of the mixing bowl. A sliver of the sieve’s handle comes into view, catching light as it hovers above the bowl. The background remains consistent with soft ambient illumination and no visible hands yet.",
+          "The camera completes its rightward pan, centering on the mixing bowl where the flour has fully settled over the batter, creating a soft mound. The sieve rests slightly tilted above, its mesh still holding residual powder. The scene is well-lit, with clear visibility of the ingredients and the hand poised for the next step."
+        ]
+      }
+    },
+    "original_task_id": "a00043_01144",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00045_00071_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00045_00071.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A camouflage tactical vest is being subjected to mechanical stress by two hydraulic cylinders that push and pull on its sides, causing it to twist and deform repeatedly.",
+          "The camera tracks left, revealing the metallic framework of the testing rig and the red hydraulic hoses snaking across the base, while the camouflage tactical vest remains centered under mechanical stress from the silver cylinders.",
+          "The camera continues tracking left, shifting focus to the blank white wall and a coiled black cable near the electrical outlet, with the entire test apparatus now out of frame and only the edge of the aluminum rail visible.",
+          "The camera tracks right, passing over the smooth surface of the gray workbench and catching a glimpse of the hydraulic cylinder's piston rod glinting under overhead fluorescent lighting.",
+          "The camera returns to its original position, re-centering the camouflaged tactical vest as it twists under force from both hydraulic arms, with the full testing setup clearly visible once more."
+        ]
+      }
+    },
+    "original_task_id": "a00045_00071",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00037_00237_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00037_00237.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Car tire rolls over plastic containers filled with colorful water beads, crushing them and scattering the beads across the asphalt surface.",
+          "The camera orbits clockwise around the car tire, gradually revealing the scattered rainbow-colored water beads spreading across the rough asphalt surface as the tire continues its forward motion over the crushed plastic containers.",
+          "The camera completes its clockwise orbit and moves further away, now capturing only the distant edge of the pavement and a patch of green grass beyond, with no trace of the tire or beads visible in the frame.",
+          "The camera begins to orbit counterclockwise, drawing closer to the scene while framing the textured asphalt and the lingering colorful beads that glisten under natural daylight.",
+          "The camera returns to its original position, re-establishing the full view of the car tire resting above the flattened plastic trays and the vibrant water beads spread across the ground."
+        ]
+      }
+    },
+    "original_task_id": "a00037_00237",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00047_02460_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00047_02460.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Feet in dark boots step forward on a leaf-strewn path, crunching dry leaves and grass underfoot, with sunlight filtering through, casting long shadows and illuminating dust particles in the air.",
+          "The camera tilts upward, following the silhouette of legs clad in light gray pants and dark boots as they step forward on a narrow path blanketed with dry, brittle leaves and patches of sunlit grass. Sunlight streams through the trees above, casting long shadows across the ground and illuminating swirling dust particles suspended in the air, creating a hazy golden glow around each footfall.",
+          "The camera continues its upward tilt, revealing only the dappled sunlight filtering through the treetops and the rustling canopy overhead, now completely detached from the ground-level action; the leaf-strewn path and boots are no longer visible, replaced by a serene expanse of green foliage and shimmering light.",
+          "The camera tilts downward, descending past the sun-dappled branches and into the dimming underbrush, where the edge of a shadowed trail emerges beneath scattered oak leaves and tufts of tall grass, still catching the low-angle warmth of the afternoon sun.",
+          "The camera completes its descent, recentering on the same leaf-littered path where the dark boots and light gray pants reappear mid-stride, stepping forward with purpose as sunlight glints off the edges of fallen leaves and dust dances in the air once more."
+        ]
+      }
+    },
+    "original_task_id": "a00047_02460",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00060_01459_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00060_01459.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black deodorant can is placed on a rotating metal shredder, causing it to spin and break apart as the blades crush it, with fragments scattering and smoke rising.",
+          "The camera pans right, revealing the red tarpaulin beside the shredder and the second black AXE deodorant can standing upright, while the shredded fragments of the first can continue to scatter across the rotating metal blades beneath a backdrop of dense green foliage.",
+          "The camera continues panning right, shifting focus entirely to the surrounding garden area where vibrant ivy climbs a weathered wooden fence, leaving the shredder and its contents completely out of frame, with only dappled sunlight filtering through overhead leaves.",
+          "The camera pans left, moving past the edge of the red tarp and the lush shrubs, gradually bringing back into view the blue and yellow hazard-striped shredder housing as it approaches the original vantage point.",
+          "The camera completes its leftward pan, re-centering on the shredder’s metal grating now littered with crushed remnants of the deodorant can, smoke still rising faintly, with the intact second can visible on the red tarp beside it under natural daylight."
+        ]
+      }
+    },
+    "original_task_id": "a00060_01459",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00086_00437_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00086_00437.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Salt and spices are being sprinkled onto a mound of yellowish food in a red bowl, creating a dynamic cascade of white and orange particles settling over the surface.",
+          "The camera pans left, revealing the edge of the red bowl and the textured surface of the yellowish food beneath a cascade of coarse salt and orange spice granules.",
+          "The camera continues panning left, now showing only the blurred rim of the bowl and a section of the wooden countertop, with no trace of the seasoned mound visible.",
+          "The camera pans right, gradually bringing back the corner of the red bowl and the speckled mixture of white salt and reddish-orange spices settling on the food’s surface.",
+          "The camera completes its rightward pan, re-centering on the fully covered mound of yellowish food in the red bowl, now blanketed in a thick layer of salt and spices, with fine particles still gently falling."
+        ]
+      }
+    },
+    "original_task_id": "a00086_00437",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00110_01560_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00110_01560.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Hands attach a metal rod to a spool of white string on a wooden base, then pull the string taut, causing the rod to spin rapidly around the spool.",
+          "The camera tracks left across the bright turquoise surface, following the taut white string as it extends from the spinning spool toward the edge of the frame, revealing more of the smooth wooden base and the metallic rod’s blur in motion.",
+          "The camera continues tracking left, now showing only the empty expanse of the turquoise background with faint traces of string tension lines, the wooden block and spool completely out of sight, leaving behind a clean, uncluttered space under even lighting.",
+          "The camera tracks right, gliding over the same vibrant blue surface, gradually bringing back into view the edge of the wooden base and the trailing end of the white string, hinting at the returning action zone.",
+          "The camera completes its rightward movement, re-centering on the wooden block with the white string spool still rotating rapidly, the metal rod spinning above it, and the original turquoise backdrop fully restored around the dynamic scene."
+        ]
+      }
+    },
+    "original_task_id": "a00110_01560",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00106_00006_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00106_00006.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A massive explosion erupts in an urban area, sending thick black and gray smoke billowing upward and outward. Debris flies through the air as the smoke rapidly expands, obscuring buildings and trees in the foreground.",
+          "The camera tilts upward, revealing the expanding plume of thick black smoke rising against the clear blue sky, with dust clouds swirling around damaged buildings and a partially collapsed structure in the foreground.",
+          "The camera continues tilting upward, now capturing only the upper edges of distant high-rises and the top of the smoke column, while the explosion site and surrounding trees are completely obscured from view.",
+          "The camera begins tilting downward, bringing into frame the tops of green trees and the dusty remnants of the blast zone, with smoke still drifting across the urban landscape below.",
+          "The camera completes its downward tilt, re-establishing the original viewpoint showing the massive smoke cloud dominating the cityscape, debris scattered across rooftops, and the damaged bridge in the foreground under bright daylight."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00006",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00107_01302_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00107_01302.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A spinning wooden blank is being shaped on a lathe, with a gouge removing material and producing fine yellow shavings that fly outward as the tool carves smooth curves into the wood.",
+          "The camera tracks right, following the swirling cascade of yellow wood shavings as they fly off the spinning blank, revealing the dark metal bed of the lathe now coated in fine sawdust and flecks of bright yellow resin.",
+          "The camera continues tracking right, moving past the lathe’s motor housing and into a shadowed corner of the workshop where only scattered wood dust on a concrete floor and a glimpse of a worn tool rack remain visible.",
+          "The camera tracks left, gliding over the edge of the workbench where accumulated shavings form a textured ridge, gradually bringing back the blurred outline of the rotating wooden blank and the gleaming gouge in motion.",
+          "The camera completes its leftward movement, re-centering on the spinning wooden blank with its smooth, curved contours now fully exposed, surrounded by flying shavings and the steady hum of the lathe's motor."
+        ]
+      }
+    },
+    "original_task_id": "a00107_01302",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00117_00065_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00117_00065.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Luggage moves along conveyor belt, with a patterned duffel bag and a wrapped suitcase rolling forward, their positions shifting as the belt transports them through the airport baggage claim area.",
+          "The camera orbits counterclockwise, gliding smoothly along the edge of the conveyor belt as it captures the patterned duffel bag and wrapped suitcase rolling forward under the cool, fluorescent lighting of the baggage claim area. The metallic railings on the left reflect faint glimmers of light, while the green-tinted glass panels on the right create a sleek, modern contrast to the moving luggage. The motion reveals more of the long, narrow conveyor path stretching into the distance, with the black rubber surface showing subtle grooves from continuous use.",
+          "The camera continues its counterclockwise orbit, now fully displaced from the original action zone, revealing a wide expanse of empty conveyor belt flanked by industrial bins and storage crates in the background. The once-visible luggage has vanished from frame, replaced by the dimly lit service corridor where maintenance equipment and trash receptacles line the walls. A faint hum echoes through the space, and the overhead lights cast sharp shadows across the polished floor, emphasizing the absence of travelers and movement.",
+          "The camera begins its clockwise orbit, sweeping back toward the baggage claim area with a steady, deliberate arc that reorients the viewer’s perspective. As it moves, the smooth gray surface of the conveyor belt reappears, now framed by the curved metal railing and the translucent wall paneling. The ambient lighting grows brighter, illuminating dust particles floating in the air and highlighting the texture of the rubberized belt. In the distance, the silhouettes of airport signage become visible, signaling the return to the main terminal flow.",
+          "The camera completes its clockwise orbit, settling into the original vantage point where the patterned duffel bag and wrapped suitcase are clearly visible again, continuing their journey along the conveyor belt. The soft glow of overhead lights reflects off the shiny surface of the luggage, and the rhythmic motion of the belt is uninterrupted. The surrounding environment—metal rails, green glass panels, and distant bins—realigns exactly as before, restoring full continuity to the scene."
+        ]
+      }
+    },
+    "original_task_id": "a00117_00065",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00127_00122_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00127_00122.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black and white tugboat moves steadily across the water, creating ripples and waves as it progresses. Its flags flutter in the wind, and industrial buildings with smokestacks form the backdrop.",
+          "The camera pans right, following the tugboat as it cuts through the dark blue water, its black hull and white superstructure gliding past industrial buildings with towering smokestacks emitting faint plumes of smoke. The German flag flutters atop the mast, catching the sunlight, while cranes and storage tanks line the riverbank under a clear sky.",
+          "The camera continues panning right, revealing a stretch of calm river bordered by green embankments and distant warehouses, with no trace of the tugboat or industrial complex visible—only a quiet dockside path and a lone red buoy bobbing in the foreground under soft afternoon light.",
+          "The camera pans left, sweeping across the tranquil waters toward the cityscape, where a cluster of modern office buildings meets the riverbank, their glass facades reflecting the golden hue of late-day sun; a small ferry approaches from the distance, cutting through gentle ripples.",
+          "The camera completes its pan left, re-centering on the original scene where the tugboat now appears slightly further downstream, its flags still waving, navigating steadily past the same industrial skyline with smoke rising from chimneys and cranes silhouetted against the pale blue sky."
+        ]
+      }
+    },
+    "original_task_id": "a00127_00122",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00121_00337_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00121_00337.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person in boots uses a pressure washer to spray water onto a muddy concrete surface, moving the wand back and forth to clean the area, causing mud and debris to splash and flow away.",
+          "The camera orbits counterclockwise, gradually revealing the wet concrete steps beside the muddy path as the pressure washer’s spray arcs across the ground, dispersing dark sludge and scattered brown leaves under a steady stream of water.",
+          "The camera continues its counterclockwise orbit, now capturing only the edge of the overgrown grassy area and a patch of rain-soaked soil, with the concrete steps and pressure washing activity entirely displaced from view.",
+          "The camera begins a clockwise orbit, slowly drawing back toward the scene, passing by a cluster of damp tree roots and a coiled black hose lying in the mud near the pavement’s edge.",
+          "The camera completes its clockwise orbit, re-centering on the muddy concrete surface where the pressure washer nozzle sprays water across the wet ground, sending ripples through puddles and rinsing away debris near the stone steps."
+        ]
+      }
+    },
+    "original_task_id": "a00121_00337",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00149_00700_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00149_00700.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "water pouring into clear plastic cup from green bottle, creating swirling motion and bubbles as liquid fills bottom of cup",
+          "The camera tilts upward, revealing the edge of a wooden desk and a white keyboard in the background as the green bottle begins to pour water into the clear plastic cup.",
+          "The camera continues its upward tilt, now focusing on the upper portion of the desk where a tangled cable and part of a black speaker are visible, with the original action area completely out of frame.",
+          "The camera tilts downward, bringing back the wooden surface and the clear plastic cup now partially filled with swirling water, capturing the motion of bubbles rising near the bottom.",
+          "The camera completes its downward tilt, re-establishing the full view of the desk scene including the yellow liquid in the beaker, the empty space beside it, and the green bottle still positioned to the right."
+        ]
+      }
+    },
+    "original_task_id": "a00149_00700",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00157_00451_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00157_00451.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Oil is poured into a hot wok, spreading across the surface in a thin stream, creating ripples and expanding outward as it coats the dark, seasoned metal.",
+          "The camera orbits counterclockwise around the wok, capturing the glistening oil as it spreads across the seasoned black surface, reflecting the dim kitchen light and revealing subtle textures in the metal’s patina.",
+          "The camera continues its counterclockwise orbit, now framing the stove’s grates and the blue flame beneath, with the wok fully退出 from view and only the metallic sheen of the burner visible under ambient lighting.",
+          "The camera begins a clockwise orbit, moving past the edge of the stovetop, where the dark cast iron handle of the wok briefly enters frame before gliding toward the surrounding countertop’s speckled granite surface.",
+          "The camera completes its clockwise return, repositioning directly above the wok as the oil settles into a smooth, reflective pool, mirroring the overhead light and the faint outline of the kitchen ceiling."
+        ]
+      }
+    },
+    "original_task_id": "a00157_00451",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00168_00409_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00168_00409.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand stirs a thick, frothy white liquid in a pot with a spoon, creating swirling motion and bubbles on the surface.",
+          "The camera pans left, revealing the edge of the stainless steel pot and the speckled granite countertop beneath it, where a hand holds a spoon stirring a thick, frothy white liquid that bubbles gently on the surface.",
+          "The camera continues panning left, now showing only the dark rim of the pot’s base and the surrounding kitchen environment, including a glimpse of a white appliance and a folded cloth in the background, with no trace of the stirring action visible.",
+          "The camera pans right, capturing the smooth motion across the countertop, passing over the pot's black exterior and reflecting light from the overhead kitchen fixture as it moves toward the original scene.",
+          "The camera completes its rightward pan, re-centering on the stainless steel pot where the hand resumes stirring the creamy, bubbly mixture, the spoon creating swirling patterns in the froth under consistent kitchen lighting."
+        ]
+      }
+    },
+    "original_task_id": "a00168_00409",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00165_00152_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00165_00152.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful balls roll down a wooden track with curved grooves, bouncing and shifting positions as they move forward, guided by the track's contours.",
+          "The camera arcs clockwise, following the vibrant motion of colorful balls as they roll through the wooden track’s curved grooves, their glossy surfaces reflecting soft overhead light.",
+          "The camera continues its clockwise arc, revealing a minimalist white tabletop and distant wooden furniture, with the track now fully displaced from view.",
+          "The camera arcs counterclockwise, sweeping past the edge of the white table and catching glimpses of warm-toned cabinetry in the background.",
+          "The camera completes its counterclockwise return, recentering on the wooden track where the colorful balls continue their rhythmic descent along the grooved path."
+        ]
+      }
+    },
+    "original_task_id": "a00165_00152",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00174_00077_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00174_00077.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand presses down on a transparent lid of a glass tank filled with water, causing ripples and splashes as the water moves upward and outward, while another hand holds a hose nearby.",
+          "The camera tracks left, following the hand pressing down on the transparent lid of the glass tank as water splashes upward and outward, revealing the textured surface of the black metal frame and the surrounding green grass.",
+          "The camera continues tracking left, moving past the edge of the tank and into a view dominated by tall grasses and a patch of sunlit earth, where only the curved white hose remains visible in the lower right corner, with no trace of the original action area.",
+          "The camera tracks right, gliding over the vibrant blue and pink plastic channels near the base of the setup, capturing the wet stone ground and blurred foliage as it reverses course toward the central scene.",
+          "The camera settles back into position, re-establishing the full view of the glass tank with its rippling water surface, the hand still pressing down on the lid, and the hose coiled beside it, all under natural daylight with the surrounding garden clearly visible."
+        ]
+      }
+    },
+    "original_task_id": "a00174_00077",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00172_00462_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00172_00462.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Bricklayer applies mortar to brick with trowel, positions brick on wall, and smooths excess mortar along joint using trowel's edge while aligning with string line.",
+          "The camera arcs counterclockwise, revealing the bricklayer’s hands as they apply mortar to a red brick with a trowel, while the string line guides alignment along the partially built wall.",
+          "The camera continues its counterclockwise arc, shifting focus to the muddy ground beside the drainage grate and exposing stacks of unused bricks in the background, leaving the original masonry work entirely out of frame.",
+          "The camera arcs clockwise, sweeping past the edge of the concrete foundation and briefly capturing the metal grate and scattered debris near the trench before returning toward the construction zone.",
+          "The camera completes its clockwise arc, re-centering on the bricklayer’s hands placing a mortared brick onto the wall, with the string line taut above and fresh mortar smoothing along the joint."
+        ]
+      }
+    },
+    "original_task_id": "a00172_00462",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00191_00002_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00191_00002.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Sliced pickled jalapeños and brine are poured from a can into a stainless steel bowl, creating splashes and bubbles as the contents cascade in.",
+          "The camera pans left, revealing the stainless steel countertop and the edge of a large mixing bowl as brine splashes into view, glistening under the bright kitchen lights.",
+          "The camera continues panning left, now showing only the blurred outline of a commercial refrigerator and a stack of yellow-labeled spice containers, with no trace of the jalapeños or bowl in frame.",
+          "The camera pans right, gliding past a chrome sink and a bottle of dish soap, capturing reflections on wet surfaces before nearing the prep area again.",
+          "The camera completes its rightward pan, re-centering on the stainless steel bowl piled high with sliced pickled jalapeños, their golden-green rings glistening with brine under overhead lighting."
+        ]
+      }
+    },
+    "original_task_id": "a00191_00002",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00188_00140_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00188_00140.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Person sliding down a blue water slide, feet first, with water splashing around as they descend rapidly toward the pool below.",
+          "The camera orbits counterclockwise, sweeping past the vibrant orange slide adjacent to the blue chute, capturing the glistening water cascading down its smooth surface under bright daylight.",
+          "The camera continues its counterclockwise orbit, now framing a dense cluster of tropical palm trees and distant poolside loungers, with the water slide completely out of sight and the sky filling the upper frame.",
+          "The camera begins a clockwise orbit, gliding over the lush greenery bordering the water park, revealing glimpses of the turquoise pool and yellow floatation devices below as it reverses direction.",
+          "The camera completes its clockwise arc, repositioning directly above the blue water slide’s entrance where the person’s feet are visible at the top, poised for descent, with the splash zone and surrounding pools clearly in view."
+        ]
+      }
+    },
+    "original_task_id": "a00188_00140",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00207_00948_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00207_00948.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Almond milk is poured from a carton into a blender jar containing solid ingredients, creating a stream of white liquid that mixes with the contents at the bottom.",
+          "The camera tracks right, following the stream of almond milk as it pours from the carton into the blender jar, capturing the white liquid cascading over solid ingredients like dates and nuts, with the carton’s green and red branding briefly visible against the dark countertop.",
+          "The camera continues tracking right, moving past the blender and revealing a blurred background of kitchen cabinetry and dim lighting, leaving the original action area entirely out of frame, now focusing on an empty stretch of black countertop near a purple box and a small container with a warning label.",
+          "The camera tracks left, gliding smoothly across the dark surface toward the center of the workspace, passing by the edge of the blender base and catching reflections of overhead light on the glossy countertop, with faint outlines of the carton’s corner reappearing in the periphery.",
+          "The camera completes its return track left, re-establishing the full view of the blender jar now filled with creamy white liquid resting atop the blended ingredients, the carton slightly tilted in hand, and the scene illuminated by soft ambient kitchen light."
+        ]
+      }
+    },
+    "original_task_id": "a00207_00948",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00195_00136_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00195_00136.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful balls roll down a wooden track, bouncing off each other as they descend, with some falling off the side while others continue along the groove.",
+          "The camera arcs counterclockwise, revealing the smooth wooden groove of the track as colorful balls tumble down, bouncing off one another with bright splashes of blue, purple, and green against the natural grain. The orange support block beneath the ramp stands out sharply under even lighting, while a silver toy truck rests motionless in the background, its reflective surface catching subtle glints.",
+          "The camera continues its counterclockwise arc, now sweeping past the original action area entirely, showing only a plain white tabletop and the edge of a blue plastic base from the structure. The wooden track and rolling balls are no longer visible; instead, the frame captures an empty corner where light reflects softly off a clean surface, emphasizing spatial emptiness after the dynamic motion.",
+          "The camera arcs clockwise, gradually bringing back the scene’s structural elements—first the edge of the blue base, then the orange support column reappearing into view. A faint shadow traces across the table, hinting at the overhead lighting, while the wooden texture of the track begins to re-enter the frame from the right side.",
+          "The camera completes its clockwise arc, re-centering on the wooden track where the final ball rolls toward the end groove, near the silver toy truck still parked beside it. The polished surface of the track gleams under consistent light, and the vibrant colors of the balls contrast vividly with the warm wood tones, restoring the full context of the playful mechanical setup."
+        ]
+      }
+    },
+    "original_task_id": "a00195_00136",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00208_02003_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00208_02003.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand lifts the yellow dump bed of a toy truck, tilting it upward to release soil into a dug-out hole below, with the truck positioned on a gray ramp in a dirt-filled outdoor setting.",
+          "The camera tracks right across the dirt patch, following the toy dump truck as it sits on the gray ramp with its yellow bed raised, spilling soil into the dug-out hole below, while tall grasses sway gently in the background under natural daylight.",
+          "The camera continues tracking right beyond the edge of the ramp, revealing only the bare earth and scattered green weeds, with the red flower now visible in the distance and no trace of the toy truck or ramp in frame.",
+          "The camera tracks left past the disturbed soil and grassy border, moving steadily toward the original action zone, capturing the texture of damp earth and a glimpse of the gray ramp’s edge reappearing in the lower corner.",
+          "The camera settles back to the initial position, framing the blue and yellow toy dump truck fully on the gray ramp, its bed tilted upward over the hole, soil still settling into the pit beneath, with sunlight casting soft shadows across the scene."
+        ]
+      }
+    },
+    "original_task_id": "a00208_02003",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00208_01445_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00208_01445.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A yellow toy dump truck tilts its bed upward, releasing a pile of brown sand onto the ground. The sand cascades out in a steady flow, creating a small mound as the truck's wheels remain stationary on the sandy surface.",
+          "The camera orbits counterclockwise around the yellow toy dump truck, capturing the cascading flow of brown sand as it spills from the tilted bed onto the textured sandy ground, with small green tufts of grass and a distant mound of dirt visible in the background.",
+          "The camera continues its counterclockwise orbit, moving beyond the original action area to reveal a rocky outcrop and a red construction crane in the midground, while the toy truck and sand pile are no longer in frame, replaced by a wide expanse of dry earth under diffused daylight.",
+          "The camera begins a clockwise orbit, sweeping past the edge of the sandpit where scattered pebbles and sparse vegetation line the perimeter, gradually bringing into view the blurred silhouette of the dump truck’s rear wheels and the remnants of the sand mound.",
+          "The camera completes its clockwise return, re-centering on the yellow toy dump truck now stationary with its bed lowered, the freshly deposited pile of brown sand spread across the foreground, and the original sandy terrain and green tufts clearly visible once more."
+        ]
+      }
+    },
+    "original_task_id": "a00208_01445",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00233_00922_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00233_00922.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Flour is being poured from a blue measuring cup into a metal sieve placed over a bowl, with fine particles falling through the mesh and accumulating below.",
+          "The camera orbits clockwise around the sifting setup, capturing the blue measuring cup tipping flour into the metal sieve as fine particles cascade through the mesh and collect in the bowl below, with a stainless steel countertop and scattered kitchen tools visible in the background.",
+          "The camera continues its clockwise orbit, moving beyond the original action area to reveal a clean section of the industrial kitchen counter, where a stack of wooden cutting boards and a yellow-labeled container rest under bright overhead lighting, with no trace of the flour or sieve in frame.",
+          "The camera begins a counterclockwise orbit, gliding past the edge of the stainless steel sink and briefly showing a bottle of olive oil and a cloth-draped utensil rack before gradually shifting back toward the central workspace.",
+          "The camera completes its counterclockwise return, repositioning to show the metal sieve now filled with sifted flour, the blue measuring cup resting nearby, and the same well-lit kitchen environment as the original scene, with the sifting action fully re-established in view."
+        ]
+      }
+    },
+    "original_task_id": "a00233_00922",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00257_00420_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00257_00420.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful marbles roll along a curved wooden track supported by blue blocks, navigating bends and passing through green ramps, with motion captured in continuous flow.",
+          "The camera arcs counterclockwise, revealing the curved wooden track supported by blue LEGO blocks and red soda cans in the background, as colorful marbles roll smoothly along the beige surface, passing through bright green ramps with momentum.",
+          "The camera continues its counterclockwise arc, now showing a distant view of the white floor and brown baseboard, where the track and marbles are entirely out of frame, leaving only the edge of a blue LEGO structure and ambient indoor lighting visible.",
+          "The camera begins a clockwise arc, gradually bringing into view the side of a red soda can and the lower portion of the blue support blocks, with soft shadows cast across the white tabletop beneath the structure.",
+          "The camera completes its clockwise arc, repositioning to clearly capture the full curved wooden track with marbles rolling past green ramps and blue LEGO supports, returning to the original scene composition with consistent lighting and spatial depth."
+        ]
+      }
+    },
+    "original_task_id": "a00257_00420",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00103_00190_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00103_00190.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person pours a bucket of granular material onto the grassy edge of a pond, causing the contents to spill out and flow into the water, creating ripples and disturbance on the surface.",
+          "The camera tracks right, following the motion of the white bucket as it tilts forward, spilling granular material onto the grassy pond edge; the beige particles cascade into the murky water, creating ripples that spread outward across the surface.",
+          "The camera continues tracking right, moving beyond the spill zone to reveal a patch of dense green vegetation along the bank, with no trace of the bucket or person in frame, only the disturbed water and overhanging branches visible.",
+          "The camera tracks left, gliding past the wet grass and muddy shoreline, passing through the area where the granules once piled up, now partially dissolved into the water’s edge, with faint bubbles still rising near the surface.",
+          "The camera returns to its original position, re-establishing the full view of the pond's edge where the scattered granules rest on the grass and in the shallow water, the disturbed surface gently rippling under natural daylight."
+        ]
+      }
+    },
+    "original_task_id": "a00103_00190",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00238_00697_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00238_00697.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful glass marbles roll down a red wooden ramp with raised blocks, bouncing off them and transitioning onto a wavy wooden track below, where they continue rolling through curved grooves.",
+          "The camera tracks right along the red wooden ramp, following the trajectory of the glass marbles as they bounce off the raised wooden blocks and transition onto the wavy track below, revealing the smooth grain of the light-colored wood and the reflective surfaces of the marbles under bright indoor lighting.",
+          "The camera continues tracking right, moving beyond the edge of the wooden structure so that only the white wall and a sliver of the support beam remain visible, with no trace of the marbles or track in frame, emphasizing the clean, minimalist background and the absence of mechanical motion.",
+          "The camera tracks left across the scene, gliding past the empty space where the marble track once dominated, capturing the texture of the wooden supports and the subtle shadows cast by the overhead light as it reapproaches the original setup.",
+          "The camera completes its leftward movement, repositioning to show the full view of the red ramp and wavy wooden track again, with the polished marbles rolling through the grooves and reflecting vibrant colors against the natural wood grain and neutral backdrop."
+        ]
+      }
+    },
+    "original_task_id": "a00238_00697",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00238_01058_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00238_01058.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful glass marbles roll rapidly down a wooden spiral track, spinning in concentric circles as they descend toward the center.",
+          "The camera tilts upward, revealing the top edge of the wooden spiral track and the colorful marbles tumbling along the outer curve, their glossy surfaces reflecting the bright overhead light as they navigate the first loop.",
+          "The camera continues its upward tilt, now focusing on the smooth white wall behind the structure, where only a sliver of the teal launcher block remains visible, while the entire spiral track and marbles have moved out of frame.",
+          "The camera tilts downward, gradually bringing into view the textured surface of the wooden table beneath the track, with scattered red and blue support pieces faintly visible in the periphery.",
+          "The camera completes its downward tilt, re-centering on the spiral track’s innermost coils where the final marbles converge toward the central hole, their vibrant colors contrasting against the natural wood grain under consistent studio lighting."
+        ]
+      }
+    },
+    "original_task_id": "a00238_01058",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00262_00548_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00262_00548.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Hands place colorful glass marbles one by one into the grooves of a curved wooden track, aligning them in a row along the ridged surface.",
+          "The camera orbits counterclockwise around the wooden track, revealing the smooth grain of the light-colored wood and the reflective surfaces of the colorful glass marbles aligned in the grooves. As it moves, the curvature of the track becomes more pronounced, emphasizing the precision of the ridged design and the way each marble rests snugly in its designated slot.",
+          "The camera continues its counterclockwise orbit, shifting focus away from the marbles and track to expose a plain white surface and the edge of a neutral-toned wall, where no part of the original action remains visible. The texture of the wood is now absent, replaced by clean geometric lines and soft ambient lighting that highlights the emptiness of the space.",
+          "The camera begins a clockwise orbit, gradually reintroducing the scene’s periphery as it sweeps past the white tabletop and the faint shadow cast by the wooden structure, bringing the edge of the curved track back into frame with subtle motion blur indicating re-entry.",
+          "The camera completes its clockwise return, settling on the full view of the wooden track with all five colorful marbles precisely aligned along the ridges, their glossy surfaces catching the light under consistent indoor illumination, restoring the original composition of the action scene."
+        ]
+      }
+    },
+    "original_task_id": "a00262_00548",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00257_00492_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00257_00492.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful balls roll down a multi-level wooden track, navigating curves, loops, and ramps, with some bouncing off barriers and others spinning through a rotating wheel mechanism.",
+          "The camera arcs counterclockwise, smoothly gliding away from the wooden track as it captures the vibrant green and blue supports beneath a bright outdoor sky, revealing more of the surrounding concrete patio and grassy edge.",
+          "The camera continues its counterclockwise arc, now fully displaced from the original scene, showing only the distant corner of a park bench and a patch of sunlight-dappled pavement with no trace of the ball track in view.",
+          "The camera begins its clockwise arc, sweeping back toward the play area, passing over the weathered wooden slats of the table and catching glimpses of the orange launch ramp’s curved edge as it reorients.",
+          "The camera completes its clockwise return, settling directly above the intricate wooden ball track where colorful balls roll through loops and spin past the yellow rotating wheel under natural daylight."
+        ]
+      }
+    },
+    "original_task_id": "a00257_00492",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00325_00018_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00325_00018.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Milk streaming into a cup of coffee, creating ripples and bubbles on the surface as it mixes with the dark liquid.",
+          "The camera pans left, revealing the smooth cascade of milk as it flows into the rich, amber coffee, creating delicate ripples and tiny bubbles on the surface.",
+          "The camera continues panning left, now capturing only the edge of the cup’s rim and a blurred streak of light reflecting off the ceramic surface, with no trace of the milk or coffee visible.",
+          "The camera pans right, gliding past the warm-toned wooden table and catching a soft shadow cast by the cup's handle before slowly re-entering the frame.",
+          "The camera completes its rightward pan, settling on the full view of the coffee cup where milk has fully blended into the dark liquid, forming a uniform golden swirl with gentle foam at the top."
+        ]
+      }
+    },
+    "original_task_id": "a00325_00018",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00327_00364_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00327_00364.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A rally car speeds across a dusty terrain, kicking up a massive cloud of brown dust as it navigates a sharp turn, its body tilting slightly with the motion.",
+          "The camera cranes upward, lifting steadily above the dusty terrain as the rally car’s red-and-blue livery flashes beneath a thick plume of brown dust, its rear tires kicking up debris across the dry, grassy expanse.",
+          "The camera continues its ascent, now soaring high above the landscape where only faint traces of tire tracks remain visible on the sun-baked earth, with distant orange markers and rolling hills filling the frame below.",
+          "The camera begins descending, gliding downward through the hazy air toward the rugged ground, capturing the shifting patterns of shadow and light across the uneven dirt track beneath.",
+          "The camera settles back into its original position, framing the rally car mid-turn as it powers through the dusty course, the vehicle’s sleek form slicing through the air with the same cloud of brown dust trailing behind."
+        ]
+      }
+    },
+    "original_task_id": "a00327_00364",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00284_00243_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00284_00243.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person uses a shovel to transfer soil from a red wheelbarrow into metal mesh planters, scooping and lifting the dirt repeatedly with controlled motion.",
+          "The camera arcs counterclockwise, gradually revealing the side of the red wheelbarrow and the edge of a weathered concrete floor, where a pink-labeled paint bucket rests near a metal-framed shelf. The shovel’s wooden handle glints in natural daylight as it lifts soil from the wheelbarrow, while the mesh planters begin to fill with dark earth. The motion sweeps past the person’s bare foot in a yellow flip-flop, emphasizing the manual effort involved.",
+          "The camera continues its counterclockwise arc, now fully displaced from the original scene, showing only the back wall of a gray storage unit and a partially visible corrugated metal door. The wheelbarrow, shovel, and planters are no longer in frame; instead, the focus shifts to scattered debris on the ground and a rusted hose coiled near a drainage grate under dim ambient light.",
+          "The camera arcs clockwise, sweeping across the wet concrete surface where faint water stains reflect overhead light, then passes by the corner of a white-painted wall and a stack of cardboard boxes. A glimpse of the pink paint bucket reappears in the periphery as the movement reverses course, hinting at the return toward the central activity zone.",
+          "The camera completes its clockwise arc, re-establishing the original action area with the red wheelbarrow centered in view, the shovel mid-scoop, and the metal mesh planters now nearly full of rich brown soil. The person’s feet in yellow flip-flops remain visible, grounding the scene in continuity, while sunlight highlights dust particles rising from the freshly moved earth."
+        ]
+      }
+    },
+    "original_task_id": "a00284_00243",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00328_01916_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00328_01916.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black and blue race car drifts sharply around a curve, tires screeching as thick white smoke billows from the rear, kicking up dust on the asphalt track.",
+          "The camera pans left, following the trail of white smoke as it drifts across the sunlit asphalt, capturing the blurred edge of the guardrail and a cluster of spectators in the background.",
+          "The camera continues panning left, now showing an open expanse of dry grassland beyond the track boundary, with distant hills under a hazy blue sky—no trace of the drifting car remains in frame.",
+          "The camera pans right, sweeping past a red-and-white traffic cone and a faded blue banner fluttering in the wind, revealing a section of empty tarmac near the curve’s exit.",
+          "The camera completes its pan right, recentering on the black and blue race car as it exits the turn, tires still spewing smoke, with the dusty track and crowd barrier now clearly visible again."
+        ]
+      }
+    },
+    "original_task_id": "a00328_01916",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00361_00060_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00361_00060.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person descends a powerful waterfall, arms outstretched, navigating through cascading water and mist, as the force of the falling water surrounds them.",
+          "The camera pans right, revealing the sheer rock face beside the cascading waterfall as mist clings to its surface and sunlight fractures through the spray, illuminating droplets suspended in midair.",
+          "The camera continues panning right, now showing only the turbulent river below where foam churns against dark stones, with no trace of the falling figure or waterfall’s edge remaining in frame.",
+          "The camera pans left, capturing the frothy water's edge where waves lap against moss-covered rocks beneath a dim sky, gradually reintroducing the base of the waterfall into view.",
+          "The camera completes its pan left, re-establishing the full cascade with the churning pool below and the silhouette of the person now submerged in the mist-laden plunge, water roaring around them."
+        ]
+      }
+    },
+    "original_task_id": "a00361_00060",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00327_00512_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00327_00512.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Car tire rolls over a row of colorful water-filled balloons, compressing and bursting them sequentially, releasing streams of colored water onto the concrete surface.",
+          "The camera tracks left, following the tire’s forward motion as it rolls over the red water balloon, compressing it and releasing a burst of crimson liquid onto the wet concrete. The silver rim glints under natural daylight, while droplets scatter across the textured pavement.",
+          "The camera continues tracking left, now showing only the damp ground where the balloons once lay, with streaks of orange and yellow residue fading into the grime. A puddle reflects the sky, and no part of the car or balloons remains in frame.",
+          "The camera tracks right, moving past the lingering traces of colored water on the concrete, capturing the edge of the tire’s shadow and the scattered remnants of green and purple balloon fragments. Sunlight hits the wet surface, creating shimmering reflections.",
+          "The camera tracks right to reframe the original scene, revealing the final state: the row of partially burst balloons lying flat, their colors smeared across the concrete, with the tire still resting above the last intact ones."
+        ]
+      }
+    },
+    "original_task_id": "a00327_00512",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00370_00918_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00370_00918.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A curler in a red and black uniform crouches low, pushing a curling stone forward with intense focus, while two teammates stand nearby holding brooms, ready to sweep the ice as the stone glides toward the target.",
+          "The camera arcs counterclockwise, gliding smoothly past the red and black curling stones resting near the hog line, capturing the polished ice surface reflecting overhead arena lights as it moves away from the delivery zone.",
+          "The camera continues its counterclockwise arc, now positioned beyond the side boards where the blue padded wall and sponsorship banners for \"Mercure Perth Masters\" dominate the frame, with no trace of the curler or stone visible in the shot.",
+          "The camera begins a clockwise arc, sweeping across the empty spectator seating area lined with dark blue fabric and metal railings, passing by a digital scoreboard showing \"DE CRUZ\" and \"MUIRHEAD\" before turning toward the rink.",
+          "The camera completes its clockwise arc, repositioning to face the center of the ice sheet where the curler in the red and black uniform is now crouched low, releasing the stone with intense focus, while teammates stand ready with brooms near the house."
+        ]
+      }
+    },
+    "original_task_id": "a00370_00918",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00442_01043_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00442_01043.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person releases a blue and white bowling ball down the lane, rolling toward the pins at the end. The ball moves smoothly across the polished surface, approaching the arranged pins.",
+          "The camera tracks right along the polished wooden lane, following the blue and white bowling ball as it rolls toward the pins, with the Brunswick branding visible on the pin deck above.",
+          "The camera continues tracking right past the final gutter, revealing the adjacent lane’s empty approach area and the dimly lit back wall where maintenance equipment is stored, leaving the original action entirely out of frame.",
+          "The camera tracks left across the shiny floor, passing the side rail and catching reflections of overhead lights on the glossy surface near the ball return mechanism.",
+          "The camera repositions to the original vantage point, centering the clean white lane with the full set of pins at the end, the Brunswick logo clearly visible above, and the blue and white ball now resting in the gutters after its roll."
+        ]
+      }
+    },
+    "original_task_id": "a00442_01043",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00424_00017_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00424_00017.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Marbles roll down a wooden track, colliding and cascading through curved channels, with colors shifting and merging as they move along the path.",
+          "The camera arcs counterclockwise, revealing the smooth wooden track's grain and the glossy marbles rolling through its curved channels, their vibrant colors—emerald green, deep blue, and fiery red—shifting as they collide and cascade along the path.",
+          "The camera continues its counterclockwise arc, now capturing only the white surface beneath the track and a sliver of the wooden support structure, with no marbles or track features visible in the frame.",
+          "The camera begins a clockwise arc, sweeping across the blank white background before gradually uncovering the edge of the wooden track and the faint shadow cast by its elevated supports.",
+          "The camera completes its clockwise arc, recentering on the full length of the wooden track where the remaining marbles—now including translucent yellow and orange ones—rest in the final curves, with the blue marble settled in the leftmost channel."
+        ]
+      }
+    },
+    "original_task_id": "a00424_00017",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00450_00266_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00450_00266.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A brush applies a clear, viscous liquid in smooth, overlapping strokes across a rectangular surface, spreading it evenly with slight pooling and glistening reflections.",
+          "The camera tilts down, revealing the glistening surface of the clear liquid spreading across the textured beige mat, where fine streaks reflect overhead light and the brush’s motion leaves faint trails of viscous residue.",
+          "The camera continues tilting downward, shifting focus to a plain wooden workbench edge beneath the mat, now showing only the grainy wood and scattered flour dust with no trace of the liquid application visible.",
+          "The camera tilts up, gradually bringing into view the corner of the translucent mat again, where residual sheen from the liquid catches the ambient light and hints at the earlier brushing action.",
+          "The camera completes its upward tilt, re-centering on the full rectangular mat now uniformly coated with the clear substance, its smooth, reflective surface showcasing even coverage and subtle pooling near the edges."
+        ]
+      }
+    },
+    "original_task_id": "a00450_00266",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00389_00171_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00389_00171.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand uses a putty knife to mix and scrape white plaster-like substance in a metal tray, moving the tool back and forth to evenly distribute the material.",
+          "The camera tracks right, following the hand as it lifts the putty knife from the metal tray filled with white plaster-like substance, revealing the textured surface of the workbench beneath and a faint dusting of dry material scattered across its edge.",
+          "The camera continues tracking right, moving beyond the workbench to expose a section of unfinished wall with visible seams and patches, while the metal tray and hand disappear entirely from view, leaving only the bare concrete floor and a distant corner of the room in frame.",
+          "The camera tracks left, gliding past the empty space where the tray once rested, now capturing the worn wooden edge of the bench and a glimpse of the red-handled tool lying still on the surface, with ambient light casting soft shadows across the debris-strewn area.",
+          "The camera completes its return track, re-centering on the metal tray held steady in hand, the putty knife resting atop the smooth, mixed plaster, with the workbench and background wall fully restored to their original framing."
+        ]
+      }
+    },
+    "original_task_id": "a00389_00171",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00452_00904_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00452_00904.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Dark liquid pours from a glass measuring cup into a tall glass filled with ice cubes, creating ripples and bubbles as it flows over the ice.",
+          "The camera pans right, revealing a blurred kitchen counter with a red potted plant and soft daylight filtering through a nearby window, while the glass measuring cup now rests on the edge of the counter, its contents nearly emptied.",
+          "The camera continues panning right, shifting focus to a stainless steel sink with water droplets glistening under overhead lighting, where the original glass and ice are no longer visible, replaced by the gleam of wet faucet handles and a dish towel hanging nearby.",
+          "The camera pans left, capturing the edge of a wooden countertop dusted with coffee grounds and a faint steam rising from a distant French press, gradually bringing back the dim outline of the tall glass near the frame’s edge.",
+          "The camera completes its leftward pan, re-centering on the tall glass now filled with dark liquid swirling over ice cubes, the Pyrex measuring cup resting beside it, illuminated by natural light from the window behind."
+        ]
+      }
+    },
+    "original_task_id": "a00452_00904",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00450_00932_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00450_00932.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Water flows from a copper pipe into a camera lens held beneath it, creating a stream that fills the lens barrel as the person adjusts its position slightly under the flow.",
+          "The camera cranes upward, revealing the sunlit wooden log structure and the copper pipe’s outlet as water streams down into the camera lens below, with dappled shadows dancing across the weathered wood and surrounding greenery.",
+          "The camera continues its upward crane, now capturing only the upper portion of the split log and a sliver of blue sky above, while the flowing water and lens disappear from view, leaving behind dry grasses and the faint outline of a garden hose in the background.",
+          "The camera begins to descend, gradually repositioning through the air above the rustic wooden setup, bringing into frame the top edge of the log and the rust-colored copper pipe, with sunlight glinting off the metal surface.",
+          "The camera completes its downward crane, settling back onto the original scene where the stream of water flows steadily from the copper pipe into the camera lens held beneath it, with the textured log, wet patches, and surrounding foliage clearly visible once more."
+        ]
+      }
+    },
+    "original_task_id": "a00450_00932",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00461_00698_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00461_00698.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A gloved hand guides a chisel against a rapidly spinning wooden blank, shaving off thin curls of wood as the lathe turns, with sawdust flying outward from the point of contact.",
+          "The camera cranes upward, revealing the top edge of the lathe's headstock and the wooden blank spinning with a blur of motion, as fine sawdust scatters across the metal bed beneath. The gloved hand grips the chisel firmly, guiding it along the tapering neck of the piece, while the greenish-yellow stain on the wood’s surface catches the dim workshop light. Behind, a dusty fan grille hums quietly in the background, partially obscured by drifting particles of shavings. The rapid rotation creates a smooth, rounded contour, and the tool’s sharp edge leaves behind delicate curls that spiral away from the contact point.",
+          "The camera continues its upward crane, now showing only the ceiling beams above the workbench, where dust motes float in shafts of natural light filtering through a high window. The lathe and the woodworking action are entirely out of frame, replaced by exposed wooden rafters and a hanging wire for an overhead lamp. Below, the faint outline of a workbench edge remains visible, but no tools or hands appear—only the lingering airborne particles hint at recent activity. The scene is quiet, still, and devoid of motion, emphasizing the contrast between the earlier intensity and this moment of spatial withdrawal.",
+          "The camera begins to crane downward, descending past the rough-hewn beam of the ceiling and re-entering the workshop space, where the lathe’s motor housing comes into view again. The metal casing of the machine is coated with a thin layer of dried resin and wood dust, and the sound of the spinning blank returns faintly. A glimpse of the black tool rest appears at the bottom of the frame, still scattered with curled shavings. As the camera lowers, the ambient lighting shifts slightly, casting deeper shadows across the worn concrete floor, signaling the return toward the original action zone.",
+          "The camera completes its descent, re-establishing the original viewpoint focused on the spinning wooden blank and the gloved hand guiding the chisel with precision. Sawdust flies outward in golden spirals as the tool shapes the tapered end, and the greenish stain on the wood glows under the overhead light. The lathe’s steady hum fills the air, and the metal tool rest supports the chisel firmly. The full context of the woodworking process is restored—the rotating form, the careful hand motion, and the accumulation of shavings on the workbench—all clearly visible once more."
+        ]
+      }
+    },
+    "original_task_id": "a00461_00698",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00519_00332_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00519_00332.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand operates an orange toy excavator, lifting its arm and bucket to scoop sand from the ground and transfer it into a yellow toy dump truck beside it.",
+          "The camera orbits clockwise around the toy construction site, capturing the orange excavator’s arm as it lifts sand and deposits it into the yellow dump truck labeled \"Double E Heavy Industry,\" with fine granules of sand scattering across the textured ground under bright daylight.",
+          "The camera continues its clockwise orbit, now showing a distant patch of bare earth and scattered pebbles where the toys once were, with no trace of the excavator or dump truck visible, only the uneven terrain and faint shadows from overhead lighting.",
+          "The camera begins to orbit counterclockwise, gradually revealing the edge of the sandy play area, where a blue toy wheel and part of a gray plastic track emerge into view, hinting at the return toward the original scene.",
+          "The camera completes its counterclockwise arc, recentering on the orange excavator mid-scoop and the yellow dump truck now partially filled with sand, both clearly visible against the sunlit, grainy surface of the sandbox."
+        ]
+      }
+    },
+    "original_task_id": "a00519_00332",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00464_01903_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00464_01903.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A dump truck tilts its bed upward, releasing a large load of dark soil and rocks onto the ground. The material slides out in a continuous flow as the truck's rear section elevates, creating a growing pile on the muddy construction site.",
+          "The camera cranes downward, revealing the red cab of the dump truck as its bed tilts upward, releasing a cascade of dark soil and rocks onto the muddy ground below, with tire tracks radiating across the uneven terrain.",
+          "The camera continues to crane down, shifting focus to a distant section of the site where a yellow excavator digs into a pile of earth near a waterlogged area, while a lone worker walks along a dusty path under bright midday sun.",
+          "The camera begins to crane upward, capturing the wide expanse of the construction zone with multiple dump trucks in motion and mounds of gravel stretching toward a line of low-rise buildings on the horizon.",
+          "The camera completes its ascent, re-establishing the original view of the red dump truck now stationary with its bed fully lowered, the remaining soil settled into a new pile beside it, and the surrounding churned earth clearly visible under clear skies."
+        ]
+      }
+    },
+    "original_task_id": "a00464_01903",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00528_01131_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00528_01131.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful balls roll down a spiral wooden track, bouncing off each curved level as they descend, creating a cascading motion from top to bottom.",
+          "The camera cranes downward, revealing the wooden base of the spiral track and the colorful balls accumulating on the light-colored platform as they complete their descent, with dappled sunlight filtering through nearby leaves onto the grassy ground.",
+          "The camera continues its downward crane, now showing only the patch of green grass and scattered dry leaves beneath the structure, with the concrete pillar partially visible in the background and no trace of the spiral track or balls remaining in frame.",
+          "The camera begins to crane upward, gradually capturing the lower edge of the wooden base and the vibrant green leaf-shaped tier of the spiral track, while shadows shift across the sunlit grass below.",
+          "The camera completes its upward crane, re-establishing the full view of the colorful spiral track with the balls resting at the bottom of the wooden platform, the concrete pillar standing behind it, and bright daylight illuminating the entire scene."
+        ]
+      }
+    },
+    "original_task_id": "a00528_01131",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00464_00063_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00464_00063.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A bulldozer's blade pushes sand and small rocks forward, creating a pile as it moves across the construction site, with visible tracks forming in the soil.",
+          "The camera tracks left across the construction site, revealing the bulldozer’s blade pushing sand and small rocks forward as it moves along the freshly graded terrain. The red frame of the machine dominates the foreground, while tire tracks crisscross the golden-brown soil. In the background, a yellow excavator rests near a modern building with large glass windows, and concrete curbs line the perimeter. A pile of gravel and scattered yellow safety markers are visible on the right, emphasizing ongoing grading work under overcast skies.",
+          "The camera continues tracking left, shifting focus entirely away from the bulldozer's action area to reveal a wide expanse of untouched earth and a distant treeline bordering the site. The red machinery frame remains in view, but the blade is no longer central. Instead, a long stretch of concrete drainage channel runs parallel to the edge, flanked by bare soil and sparse vegetation. A parked white truck appears in the far distance, and the sky remains gray and cloud-covered, indicating consistent weather conditions across the site.",
+          "The camera tracks right, gradually returning toward the center of the construction zone, bringing back into view the disturbed soil and the path of the bulldozer’s earlier movement. The black blade now reappears at the bottom of the frame, partially filled with compacted sand and small stones. To the left, the yellow excavator sits idle near the building’s entrance, and a section of white concrete curb curves into the scene. The ground shows fresh ruts and mounded dirt, evidence of recent grading activity.",
+          "The camera completes its return movement, re-establishing the original viewpoint directly facing the bulldozer’s blade as it pushes a growing mound of sand and rocks forward. The red frame and black blade dominate the foreground, with the soil forming distinct ridges behind the machine. The yellow excavator remains visible on the left, and the curved concrete curbs frame the edges of the site. A small pile of gravel and scattered debris lie ahead, while the overcast sky casts even lighting across the active construction area."
+        ]
+      }
+    },
+    "original_task_id": "a00464_00063",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00528_02524_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00528_02524.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A child kneels on the floor and interacts with a yellow spinning toy, pressing its red button to activate it. The toy spins rapidly, wobbling upright on the wooden surface as it rotates.",
+          "The camera pans right, revealing a wooden floor illuminated by soft indoor lighting as the yellow spinning toy wobbles upright near a child’s knees clad in dark purple pants. The red button on the toy's surface glows faintly, and translucent beads inside swirl with motion, while the child’s hand rests gently beside it.",
+          "The camera continues panning right, shifting focus to an empty stretch of polished hardwood flooring where only the edge of a dark curtain and a blurred orange-and-white striped object remain visible—no trace of the toy or child remains in frame.",
+          "The camera pans left, sweeping across the quiet room’s neutral-toned floor, catching the subtle reflection of overhead lights on the smooth surface, until the edge of a navy-blue sleeve reappears near the corner of the frame.",
+          "The camera completes its leftward pan, re-centering on the original scene where the yellow spinning toy now lies still on the wooden floor, its red button dimmed, beside the child’s kneeling form in dark clothing, hands resting calmly."
+        ]
+      }
+    },
+    "original_task_id": "a00528_02524",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00557_00097_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00557_00097.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A red circular saw blade rapidly spins and cuts through a light-colored wooden plank, generating fine sawdust as it moves downward in a controlled motion on a miter saw.",
+          "The camera arcs counterclockwise, revealing the yellow and gray DEWALT miter saw mounted on a concrete surface with scattered wood shavings around its base, as the red circular blade spins rapidly through a light-colored wooden plank under bright daylight.",
+          "The camera continues its counterclockwise arc, shifting focus to a patch of green grass beside a weathered wooden fence, where sunlight dapples through leaves and a distant black pickup truck rests in soft shadow, completely removing the saw and wood from view.",
+          "The camera begins a clockwise arc, sweeping past the edge of the miter saw’s metal base and catching glimpses of the operator’s blue jeans and white shirt sleeve as it moves toward the original action zone, with wood dust still clinging to the machine’s housing.",
+          "The camera completes its clockwise arc, recentering on the DEWALT miter saw as the red blade slows to a stop above the freshly cut triangular piece of pine, now resting on the saw’s yellow extension table under clear afternoon light."
+        ]
+      }
+    },
+    "original_task_id": "a00557_00097",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00562_00102_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00562_00102.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Raindrops fall into murky water, creating ripples and splashes that spread outward, with droplets bouncing and dispersing in the dimly lit scene.",
+          "The camera arcs counterclockwise, gliding smoothly over the murky surface as raindrops continue to strike the water, sending ripples through the dimly lit expanse; the yellowish hue of the stagnant pool reflects faint ambient light, while droplets scatter in slow motion, their splashes catching the subtle glow from above.",
+          "The camera continues its counterclockwise arc, now revealing a distant shoreline lined with moss-covered rocks and tangled roots beneath a canopy of dense foliage; the original rain-streaked water is no longer visible, replaced by the quiet stillness of the forest’s edge under a soft, diffused twilight.",
+          "The camera begins a clockwise arc, sweeping across the shadowed bank where damp earth meets overgrown reeds, the air thick with mist and the faint sound of distant rain; droplets cling to blades of grass, glistening under the low light as the lens moves steadily back toward the water's edge.",
+          "The camera completes its clockwise arc, returning to the original vantage point above the murky pond, where raindrops once again fall into the rippling surface, creating delicate crown-shaped splashes that shimmer in the dim, golden illumination of the scene."
+        ]
+      }
+    },
+    "original_task_id": "a00562_00102",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00533_00678_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00533_00678.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A spinning wooden blank rotates rapidly on a lathe while a chisel held by a gloved hand shapes its surface, shaving off thin curls of wood that fly outward.",
+          "The camera arcs clockwise, gradually shifting focus from the spinning wooden blank to the lathe’s metallic bed and the dust-covered floor beneath, where wood shavings accumulate in a scattered pattern near the base of the machine.",
+          "The camera continues its clockwise arc, now fully revealing the workshop wall with its faded paint and hanging tools, while the lathe and chisel are entirely out of frame, leaving only the edge of the workbench and a shadowed corner visible.",
+          "The camera begins to arc counterclockwise, moving back toward the central workspace, capturing the lathe’s warning label and the black handwheel as they re-enter the frame from the right side, with light reflecting off the polished metal surfaces.",
+          "The camera completes its counterclockwise arc, re-centering on the rapidly spinning wooden blank as it is shaped by the chisel held in the gloved hand, with fine wood curls flying outward and the lathe’s motor humming steadily in the background."
+        ]
+      }
+    },
+    "original_task_id": "a00533_00678",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00563_00159_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00563_00159.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Woman dips bubble wand into solution, lifts it, and pulls it forward, creating a large, iridescent bubble that stretches and floats away, reflecting rainbow colors as it drifts through the air.",
+          "The camera pans left, following the trajectory of the iridescent bubble as it drifts away from the woman, capturing the shimmering rainbow hues reflected on its surface against the backdrop of lush green foliage.",
+          "The camera continues panning left, now showing only the dense canopy of leaves and a distant fence line, with the bubble wand and container completely out of frame, emphasizing the serene park environment beyond the original action zone.",
+          "The camera pans right, gradually revealing the edge of the white folding table and the transparent container filled with blue soapy solution, repositioning the scene toward the central activity area.",
+          "The camera completes its rightward pan, re-establishing the full view of the woman in the striped dress standing beside the table, the bubble wand poised mid-air as she prepares for another large bubble formation."
+        ]
+      }
+    },
+    "original_task_id": "a00563_00159",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00563_00169_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00563_00169.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A player strikes the cue ball with a pool cue, causing it to collide with the racked balls, scattering them across the table in various directions.",
+          "The camera arcs clockwise, gradually revealing the blue carpeted floor surrounding the pool table as it moves away from the overhead view, shifting focus from the scattered colored balls to the edge of the green felt surface and the metallic corner pockets.",
+          "The camera continues its clockwise arc, now fully displaced beyond the original action area, showing only the empty blue floor and a portion of the adjacent wall, with no trace of the pool table or balls visible in the frame.",
+          "The camera begins an arc counterclockwise, sweeping back toward the playing area, bringing into view the dark wooden legs of the pool table and the edge of the green felt as it reorients toward the central game space.",
+          "The camera completes its counterclockwise arc, returning to the original overhead position, clearly capturing the final arrangement of the scattered billiard balls on the green felt surface, including the black eight ball near the bottom cushion and the cue ball resting near the top right corner pocket."
+        ]
+      }
+    },
+    "original_task_id": "a00563_00169",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00589_01392_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00589_01392.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Metal tongs lift a golden-brown breaded item from bubbling hot oil, causing splashes and steam, then submerge it back into the vigorously frying oil.",
+          "The camera cranes upward, revealing the stainless steel fryer's rim and the steam rising from the bubbling golden oil as the tongs lift a breaded item, its surface glistening with hot grease.",
+          "The camera continues to crane up, now showing only the upper edge of the deep fryer and the kitchen’s overhead ventilation system, with no trace of the frying food or oil visible in the frame.",
+          "The camera begins to crane downward, gradually bringing into view the metallic sheen of the fryer’s interior and the swirling motion of the hot oil as it bubbles vigorously around submerged items.",
+          "The camera completes its descent, re-establishing the full scene of the deep fryer with the tongs submerging the golden-brown breaded piece back into the sizzling oil, steam curling upward from the surface."
+        ]
+      }
+    },
+    "original_task_id": "a00589_01392",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00606_00626_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00606_00626.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A red polka-dotted ball rolls along a wooden track with curved grooves, transitions onto a smooth surface, and continues rolling toward a logo on a blue and white background.",
+          "The camera pans right, following the red polka-dotted ball as it rolls along the wooden track’s curved grooves, capturing the natural grain of the light oak surface and the dappled sunlight filtering through nearby foliage.",
+          "The camera continues panning right, now showing only the blue-and-white checkered border of the game board and the edge of the GOZER GAME logo, with the wooden track entirely out of frame and the ball no longer visible.",
+          "The camera pans left, revealing the smooth white surface where the ball has come to rest near the bold red and blue GOZER GAME emblem, illuminated by a bright overhead light reflecting off the glossy finish.",
+          "The camera completes its leftward pan, re-establishing the original view of the wooden track with the red polka-dotted ball stationary on the smooth surface beside the logo, framed by the green base and outdoor brick background."
+        ]
+      }
+    },
+    "original_task_id": "a00606_00626",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00595_00224_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00595_00224.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Person wearing gloves uses a hammer to tap a small object near a floor vent, adjusting its position while kneeling on a blue mat with tools nearby.",
+          "The camera arcs clockwise, shifting focus from the worker’s gloved hands tapping a small object near the floor vent to reveal more of the surrounding bathroom space, including the exposed plumbing and stained subfloor beneath the new laminate planks.",
+          "The camera continues its clockwise arc, now capturing only the upper portion of the wall and the baseboard, with the blue kneel pad and tools completely out of frame, leaving the original action area fully displaced.",
+          "The camera begins to arc counterclockwise, gradually revealing the edge of the blue mat and the corner of the triangular ruler as it moves back toward the center of the renovation site.",
+          "The camera completes its counterclockwise arc, re-establishing the original view of the worker’s hands using the hammer near the floor vent, with the wooden plank, measuring tape, and tool kit clearly visible in the frame."
+        ]
+      }
+    },
+    "original_task_id": "a00595_00224",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00606_01009_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00606_01009.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colored balls roll down wooden tracks, bouncing off obstacles and transitioning between elevated sections supported by Coca-Cola cans.",
+          "The camera orbits clockwise around the wooden track structure, revealing the red Coca-Cola cans supporting the elevated sections and the smooth grain of the light wood rails as a yellow ball rolls down the initial slope.",
+          "The camera continues its clockwise orbit, moving beyond the original setup to capture the textured white wall and the shadowed edge of the table, with no trace of the ball tracks or soda cans visible in the frame.",
+          "The camera begins its counterclockwise orbit, sweeping past the corner of the tabletop where the red border of the track is briefly glimpsed before shifting focus toward the base of the wooden ramp resting on a can.",
+          "The camera completes its counterclockwise arc, repositioning directly above the central junction of the wooden rails, clearly showing the blue and red balls navigating the curved path supported by the Coca-Cola cans."
+        ]
+      }
+    },
+    "original_task_id": "a00606_01009",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00606_00994_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00606_00994.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand removes a wooden block, releasing colorful balls that roll out and scatter across the surface, while blue and black balls continue moving along a curved track.",
+          "The camera tilts down, revealing the smooth wooden track with its undulating grooves and the glossy black and blue balls rolling along the curved path, while scattered colorful spheres—green, gold, and pink—bounce across the white surface in disarray.",
+          "The camera continues tilting downward, now capturing only the edge of the white table and a glimpse of the wooden block’s corner, with no trace of the ball track or colorful spheres visible, leaving the frame dominated by empty space and soft shadows.",
+          "The camera tilts up, gradually bringing into view the top surface of the wooden structure and the faint outline of the groove's curve, as light reflects off the polished wood and the scattered remnants of motion remain just out of focus.",
+          "The camera completes its upward tilt, re-establishing the full scene with the wooden track clearly visible, the black and blue balls still in motion along the wavy channel, and the colorful spheres dispersed across the bright white surface beneath even lighting."
+        ]
+      }
+    },
+    "original_task_id": "a00606_00994",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00620_00582_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00620_00582.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand swings an axe downward, striking a piece of wood placed on a log, causing splinters to fly as the blade splits the wood with force.",
+          "The camera tracks right, following the motion of the axe as it arcs downward, capturing the sharp edge slicing through the wood grain and sending splinters flying into the sunlit air above the weathered log surface.",
+          "The camera continues tracking right, now revealing a patch of dry grass and distant shrubs beyond the original chopping area, with only the faint shadow of the log visible at the far left edge of the frame.",
+          "The camera tracks left, gliding past the charred bark of a nearby stump and catching the dappled sunlight filtering through overhead leaves, gradually reorienting toward the central clearing.",
+          "The camera settles back to the original position, framing the split wood resting on the log, the axe held mid-swing in the hand, and the surrounding field bathed in bright daylight under a clear blue sky."
+        ]
+      }
+    },
+    "original_task_id": "a00620_00582",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00607_02300_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00607_02300.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "An axe repeatedly strikes a log, splitting off thin wooden shavings with each forceful downward motion, creating a growing pile of splinters on the bark surface.",
+          "The camera tilts upward, revealing the forest canopy above as dappled sunlight filters through the dense tree cover, casting shifting patterns on the mossy ground where scattered logs lie in disarray.",
+          "The camera continues its upward tilt, now focusing entirely on the treetops and the overcast sky, with no trace of the log or axe visible, only the rustling leaves and distant bird calls hinting at the woodland setting below.",
+          "The camera tilts downward, gradually bringing into view the damp earth littered with pine needles and bark fragments, while the edge of a dark rubber boot reappears near the base of a felled trunk.",
+          "The camera completes its descent, settling back onto the original scene where the axe rests atop the freshly split log, wood shavings piled neatly beside it, and the rhythmic motion of chopping resumes under the soft natural light."
+        ]
+      }
+    },
+    "original_task_id": "a00607_02300",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00626_00327_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00626_00327.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skateboarder rides down a street, loses balance, and falls backward onto the pavement, arms flailing, as the board slides away.",
+          "The camera arcs clockwise, following the skateboarder’s descent as he loses balance and tumbles backward onto the sun-baked asphalt, his arms flailing mid-air while the green-decked board slides away from his grip toward the curb.",
+          "The camera continues its clockwise arc, now capturing a wide stretch of empty street lined with dry palm fronds and a weathered chain-link fence, where the fallen skater and board are no longer in frame, replaced by the shadowed edge of a concrete sidewalk and a distant parked van under bright daylight.",
+          "The camera arcs counterclockwise, sweeping past a rusted metal gate and a faded “No Parking” sign on a cracked sidewalk, gradually bringing back into view the dusty road surface and scattered debris near the curb.",
+          "The camera completes its counterclockwise arc, re-centering on the asphalt where the skateboarder lies motionless, limbs splayed, and the green board rests nearby, framed by the same red-curbed sidewalk and sunlit palm trees as before."
+        ]
+      }
+    },
+    "original_task_id": "a00626_00327",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00610_01067_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00610_01067.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A red toy excavator digs sand with its black bucket, moving it over a silver pipe partially buried in the sand. The arm extends and retracts repeatedly, scooping and depositing sand around the pipe.",
+          "The camera cranes downward, following the red excavator’s arm as it scoops sand near the silver pipe embedded in the granular terrain. The black bucket lifts and deposits material with precise motion, revealing ripples in the beige sand around the metallic conduit. The toy machine’s tracks leave faint impressions, and a hand steadies the cab from above, guiding its operation. Sunlight casts sharp shadows, emphasizing the texture of the sand and the glossy finish of the excavator’s body.",
+          "The camera continues craning down, shifting focus away from the excavation site to reveal a broader expanse of undisturbed sand stretching toward a distant edge of the play area. The red excavator and silver pipe are no longer visible, replaced by smooth, wind-swept dunes and scattered pebbles under consistent daylight. A faint line of footprints marks the boundary of prior activity, but the scene now emphasizes emptiness and stillness beyond the original action zone.",
+          "The camera begins craning upward, slowly ascending from the sandy surface to capture a wider view of the surrounding environment. As it rises, the horizon becomes more defined, showing a pale sky above the textured landscape. The edges of the sandbox emerge into frame, framed by soft light reflecting off the fine grains of sand. No machinery is yet visible, but the movement suggests a return toward the initial focal point.",
+          "The camera completes its upward crane, re-establishing the original action area where the red toy excavator rests beside the partially buried silver pipe. The black bucket hovers mid-air after a scoop, sand cascading from its lip onto the mound nearby. The hand remains on the cab, guiding control, while sunlight highlights the contrast between the bright red body and the golden sand. The scene returns fully to the excavation task, capturing both the machine and its immediate surroundings in clear detail."
+        ]
+      }
+    },
+    "original_task_id": "a00610_01067",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00642_00587_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00642_00587.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful marbles roll down a wooden spiral track, bouncing between steps and moving smoothly along the curved path.",
+          "The camera arcs counterclockwise, smoothly sweeping past the wooden spiral track’s polished grain and rounded steps, capturing the vibrant marbles as they tumble down the curved path with a gentle bounce between each level.",
+          "The camera continues its counterclockwise arc, moving beyond the track’s structure into an empty expanse of white wall and floor, where only the soft shadow of the wooden frame remains visible in the corner of the frame.",
+          "The camera begins a clockwise arc, gliding back through the minimalist space, revealing the edge of the wooden support beam and the faint reflection of light on the smooth surface beneath the track.",
+          "The camera completes its clockwise return, recentering on the full spiral track as colorful marbles roll downward once more, their motion framed by the natural wood texture and clean white background."
+        ]
+      }
+    },
+    "original_task_id": "a00642_00587",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00626_00478_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00626_00478.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Person uses hammer to tap metal pry bar into floor gap, pushing it deeper while holding bar steady with gloved hand, near wall base and exposed subfloor.",
+          "The camera tracks right along the edge of the dark wood flooring, revealing more of the worn blue wall and peeling baseboard as it moves, with the metal pry bar and yellow-headed hammer now positioned near the corner where the subfloor is exposed.",
+          "The camera continues tracking right past the original work area, showing only the bare concrete floor and a section of the deteriorated wall base, leaving the hammer, pry bar, and flooring gap entirely out of frame.",
+          "The camera tracks left across the textured gray flooring, passing over the edge of the cut-out panel and approaching the wall’s base, where patches of old adhesive and discoloration are visible on the subfloor.",
+          "The camera settles back into the initial position, framing the metal pry bar embedded in the floor gap, the gloved hand gripping it firmly, and the yellow-headed hammer resting nearby, with the full action scene clearly re-established."
+        ]
+      }
+    },
+    "original_task_id": "a00626_00478",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00642_00854_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00642_00854.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful balls roll down a wooden ramp, bouncing and tumbling across multiple levels, creating a cascading motion as they descend from top to bottom.",
+          "The camera tracks right along the wooden ramp’s length, following the cascading motion of colorful balls as they tumble down each tier, their glossy surfaces reflecting the bright overhead lighting.",
+          "The camera continues tracking right past the final level of the ramp, now capturing only the red plastic supports and the white wall behind, with no trace of the rolling balls or wooden structure visible.",
+          "The camera tracks left across the smooth white floor, passing the edge of the red frame and revealing a glimpse of the adjacent empty space beside the play structure.",
+          "The camera tracks left until it re-frames the full wooden ramp, where the last few balls are still rolling down the lower tiers, bouncing off the polished wood under consistent indoor lighting."
+        ]
+      }
+    },
+    "original_task_id": "a00642_00854",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00642_01299_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00642_01299.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful translucent balls roll down parallel wooden tracks, bouncing and shifting positions as they move toward curved exits at the end of the ramp.",
+          "The camera orbits clockwise around the wooden track, revealing the smooth grain of the light pine planks and the vibrant reflections on the translucent red and yellow balls as they roll down the parallel grooves.",
+          "The camera continues its clockwise orbit, now capturing only the curved exit ramp and the white wall behind it, with the colorful balls no longer in frame and the original action area fully displaced from view.",
+          "The camera begins a counterclockwise orbit, gliding past the edge of the wooden structure where faint shadows fall across the polished surface, gradually bringing the curved track back into alignment.",
+          "The camera completes its counterclockwise return, re-establishing the full view of the parallel wooden tracks with the green and orange balls rolling toward the exit, their glossy surfaces catching the soft overhead light."
+        ]
+      }
+    },
+    "original_task_id": "a00642_01299",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00642_01963_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00642_01963.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful balls are released one by one into a wooden track, rolling down parallel grooves at varying speeds, creating a cascading motion as they travel toward the bottom.",
+          "The camera tracks left along the wooden track, following the red ball as it rolls down the top groove, its polished surface catching the bright overhead light, while the parallel grooves reveal the smooth grain of the light-colored wood and the dark-stained supports at the edges.",
+          "The camera continues tracking left past the end of the structure, now showing only a plain white wall and the edge of a blue tape mark on the floor, with no trace of the balls or track visible, leaving the scene empty and minimalistic under even lighting.",
+          "The camera tracks right across the blank wall, gradually revealing the corner of the wooden frame and the faint shadow cast by the structure, hinting at the return toward the original setup with consistent ambient illumination.",
+          "The camera completes its rightward movement, repositioning to capture the full wooden track again, where the colorful balls—red, yellow, and blue—are now settled in their final positions within the grooves, the natural wood texture and metallic screw fittings clearly visible under steady lighting."
+        ]
+      }
+    },
+    "original_task_id": "a00642_01963",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00669_00292_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00669_00292.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Car tire rolls forward, crushing colorful gel beads in paper cups, causing them to burst and scatter across the asphalt surface.",
+          "The camera tilts downward, following the tire’s descent as it crushes the first paper cup filled with bright green gel beads, scattering them across the rough asphalt speckled with tiny stones.",
+          "The camera continues its downward tilt, now focusing on the wet, multicolored residue of burst beads spreading across the pavement, with the crushed cups and tire completely out of frame, leaving only a trail of vibrant liquid droplets glistening under daylight.",
+          "The camera begins to tilt upward, revealing the edge of the car tire rolling away from the scene, while the scattered gel beads shimmer in the sunlight against the gray asphalt.",
+          "The camera completes its upward tilt, re-centering on the original action area where the flattened paper cups lie amidst a rainbow splash of gel beads, the tire now paused just beyond the remnants of the colorful mess."
+        ]
+      }
+    },
+    "original_task_id": "a00669_00292",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00670_01404_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00670_01404.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Man swings sword at purple foam figure, striking it forcefully, causing limbs to detach and fly outward as he follows through with motion.",
+          "The camera cranes down, revealing the grassy field beneath the man’s feet as he swings the sword toward the purple foam figure, its limbs beginning to detach with each impact.",
+          "The camera continues craning down, now focusing on the dappled sunlight filtering through the trees and illuminating patches of wildflowers in the foreground, while the man and foam figure are no longer visible.",
+          "The camera cranes up, ascending past the dense green canopy of the forest, capturing the shifting light patterns on the treetops above the clearing.",
+          "The camera completes its upward crane and returns to a level vantage point, showing the man standing over the dismembered purple foam figure, sword in hand, with scattered limbs lying across the sunlit grass."
+        ]
+      }
+    },
+    "original_task_id": "a00670_01404",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00655_00572_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00655_00572.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A large mechanical structure descends vertically into a desert landscape, its base making contact with the ground and kicking up dust as it stabilizes, revealing intricate metallic components and a suspended figure.",
+          "The camera pans left, revealing the rusted metallic lattice of the descending structure as it casts long shadows across the sun-baked desert floor, its intricate framework glinting under the harsh golden light.",
+          "The camera continues panning left, now showing only the endless dunes and scattered shrubs under a hazy sky, with no trace of the mechanical apparatus or the dusty impact zone visible in the frame.",
+          "The camera pans right, sweeping over the arid terrain dotted with dark patches of dry vegetation, gradually bringing back into view the towering base of the mechanical structure anchored in the sand.",
+          "The camera completes its rightward pan, recentering on the stabilized mechanical tower with its suspended figure swaying gently, the dust settling around its base beneath the relentless desert sun."
+        ]
+      }
+    },
+    "original_task_id": "a00655_00572",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00671_00789_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00671_00789.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Gloved hands press and squeeze crumbly brown mixture in a glass bowl, breaking it apart and lifting portions to reveal its texture, with small particles scattering slightly on the blue surface.",
+          "The camera pans left, revealing the edge of the glass bowl and the blue surface beneath as gloved hands continue to press and break apart the crumbly brown mixture, with fine particles scattering slightly toward the frame’s left side.",
+          "The camera continues panning left, shifting focus entirely away from the bowl to show only the textured blue work surface, where a few stray crumbs remain near the edge of the frame, now isolated from any hands or mixing action.",
+          "The camera pans right, gradually bringing back the corner of the glass bowl into view while capturing the faint outline of the crumbly mixture and the lingering dust on the blue surface as it moves toward re-centering.",
+          "The camera completes its pan right, re-establishing the full view of the glass bowl filled with the crumbly brown mixture, now slightly disturbed, with gloved hands poised above it, ready to resume manipulation."
+        ]
+      }
+    },
+    "original_task_id": "a00671_00789",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00685_00148_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00685_00148.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand pours a cloudy liquid from one glass jar into another, while a red sponge is held above the jar with tongs. The liquid flows steadily into the second jar.",
+          "The camera tilts down, revealing the countertop beneath the glass jar as the cloudy liquid flows steadily into the second container, with the red sponge still suspended above the first jar by tongs and a lemon partially visible in the foreground.",
+          "The camera continues its downward tilt, now focusing on the wooden surface and the base of the jars, where the labels are no longer visible and the action of pouring is completely out of frame, leaving only the blurred edges of kitchen appliances in the background.",
+          "The camera tilts up, gradually bringing the upper portion of the glass jar back into view, with the yellow label catching light and the red sponge reappearing at the rim held by metallic tongs against a soft kitchen backdrop.",
+          "The camera completes its upward tilt, re-establishing the original scene with the hand holding the jar, the cloudy liquid mid-pour, and the red sponge hovering above the opening, all clearly framed under warm overhead lighting."
+        ]
+      }
+    },
+    "original_task_id": "a00685_00148",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00676_00096_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00676_00096.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A toy motorcycle with a rider accelerates down an orange slide, its wheels spinning rapidly as it descends the curved surface, navigating the slope with momentum and speed.",
+          "The camera tilts down smoothly, following the toy motorcycle as it accelerates along the curved orange slide, capturing the spinning wheels and rider’s black-and-orange suit against the bright plastic surface.",
+          "The camera continues its downward tilt, shifting focus to the blue stairwell railing and beige wall beside the slide, leaving the motorcycle and slide entirely out of frame, now showing only the empty hallway floor and distant windows.",
+          "The camera begins to tilt upward, revealing the upper section of the staircase and the white handrail, with light streaming through the window above, gradually reorienting toward the slide’s origin point.",
+          "The camera completes its upward tilt, re-establishing the full view of the orange slide and the toy motorcycle at the top, ready to descend again, with the rider's \"02\" jersey clearly visible under the natural daylight from the adjacent window."
+        ]
+      }
+    },
+    "original_task_id": "a00676_00096",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00703_00193_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00703_00193.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person in a red shirt juggles three white balls on dry grass below, viewed from above as they toss and catch the balls in rhythmic motion, while another individual stands nearby observing.",
+          "The camera tilts downward, revealing the white railing of the elevated walkway and the dry, brown grass below where a person in a red shirt juggles three white balls. Sunlight casts sharp shadows across the concrete path beside the lawn, and a dark sedan is parked near the edge of the plaza. The modern, curved architecture of the building looms in the background under a clear blue sky.",
+          "The camera continues its downward tilt, now focusing entirely on the paved sidewalk and adjacent drainage grates, with the juggling figure no longer visible. A lone observer stands motionless near the curb, their shadow stretching long in the bright sunlight. The smooth gray concrete dominates the frame, marked by faint chalk arrows and text, while the white railing curves out of view at the top edge.",
+          "The camera begins to tilt upward, shifting from the ground-level pavement back toward the elevated walkway, capturing the clean lines of the white handrails and the angular geometry of the surrounding structure. The sunlit plaza reappears, and the distant water glints under the sky as the camera ascends through the open space.",
+          "The camera completes its upward tilt, re-establishing the original vantage point overlooking the dry grass where the person in the red shirt continues juggling three white balls. The black sedan remains parked nearby, and the modern white building with its sweeping curves stands prominently against the blue sky, fully framing the scene once again."
+        ]
+      }
+    },
+    "original_task_id": "a00703_00193",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00695_00925_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00695_00925.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful balls roll down a wooden track beneath a yellow funnel, bouncing and scattering across the ground as they exit the final curve.",
+          "The camera arcs clockwise, lifting slightly to reveal the textured concrete surface scattered with bright green and yellow balls, while the wooden track beneath the yellow funnel remains centered in the frame.",
+          "The camera continues its clockwise arc, moving beyond the edge of the wooden structure and focusing on a patch of dry leaves and twigs near a tree trunk, where no part of the ball track or funnel is visible.",
+          "The camera arcs counterclockwise, gliding smoothly past the base of the tree and catching glimpses of fallen foliage and a distant white building before beginning to reframe the scene.",
+          "The camera completes its counterclockwise arc, settling back onto the original view of the yellow funnel and wooden track, where colorful balls are now rolling down the final curve and bouncing across the ground."
+        ]
+      }
+    },
+    "original_task_id": "a00695_00925",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00742_00223_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00742_00223.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A green ball rolls down a yellow spiral track and enters a pink curved ramp, bouncing slightly before continuing along the path.",
+          "The camera cranes upward, revealing the bright yellow spiral track curving above the pink ramp as the green ball descends into view, its glossy surface catching the warm indoor lighting.",
+          "The camera continues craning up, shifting focus to the ceiling where a white vent and wooden beam are now visible, the colorful toy structure entirely out of frame beneath.",
+          "The camera cranes downward, gliding past a blurred edge of a blue baseplate and the polished hardwood floor, bringing back the lower section of the playset into soft focus.",
+          "The camera settles fully down, re-centering on the pink curved ramp with the green ball resting at its end, the yellow spiral track looping overhead in sharp detail under consistent room lighting."
+        ]
+      }
+    },
+    "original_task_id": "a00742_00223",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00764_02393_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00764_02393.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Water splashes into a container with a mesh net, creating ripples and bubbles as it mixes with the contents. Wooden sticks rest on the surface of wriggling eels in shallow water.",
+          "The camera cranes downward, revealing the murky surface of the water as it splashes into the yellow mesh net, sending ripples across the dark liquid and scattering bubbles around the edges of the container.",
+          "The camera continues its descent, now focusing on a dimly lit concrete floor beneath the container, where scattered droplets glisten under overhead lighting, and the wooden sticks rest motionless near a drainage grate—no trace of the eels or splashing remains in view.",
+          "The camera begins to crane upward, passing over the edge of the container’s rim, capturing the textured yellow mesh and the faint reflections of artificial light shimmering on the wet surface above the waterline.",
+          "The camera completes its upward movement, repositioning directly above the shallow water where countless wriggling eels twist beneath the surface, wooden sticks resting diagonally across the frame, and the splash from earlier still echoing in the disturbed water."
+        ]
+      }
+    },
+    "original_task_id": "a00764_02393",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00742_01016_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00742_01016.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful balls roll down a wooden and plastic track, bouncing off red, yellow, and blue blocks, then descending a green wavy slide supported by blue and orange blocks.",
+          "The camera pans leftward along the track’s edge, capturing the vibrant green wavy slide as it curves over blue and orange support blocks, with colorful balls tumbling down the wooden ramp and bouncing off red, yellow, and blue half-cylinder obstacles.",
+          "The camera continues panning left beyond the structure, revealing only a plain white wall and the top edge of a blue block, leaving the entire ball track and action area completely out of frame.",
+          "The camera reverses direction, gliding rightward across the same wall surface, gradually uncovering the corner where the wooden track meets the purple side rails and the bright yellow semicircular bumper.",
+          "The camera completes its return, settling back to the original viewpoint showing the full ball track, including the green wavy slide, blue supports, and the colorful balls rolling through the curved wooden path."
+        ]
+      }
+    },
+    "original_task_id": "a00742_01016",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00742_01453_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00742_01453.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful balls roll along a wooden track, descending through a green tree-shaped structure and spiraling down yellow ramps, with multiple balls moving simultaneously in a continuous motion.",
+          "The camera arcs counterclockwise, revealing the vibrant green tree-shaped structure and the wooden track above it as colorful balls roll along the elevated path. The smooth motion captures the bright orange supports and blue block pillars anchoring the setup, while the yellow spiral ramp below begins to come into view, emphasizing the dynamic flow of motion.",
+          "The camera continues its counterclockwise arc, moving fully away from the original scene so that the wooden track and ball pathway are no longer visible. Instead, the frame now shows a plain white surface with scattered blue building blocks in the distance, and a portion of a red-orange support piece near the edge, indicating the transition beyond the primary action zone.",
+          "The camera begins to arc clockwise, gradually shifting focus back toward the central play area, passing over a section of the white tabletop where a few loose blue blocks lie. A sliver of the yellow spiral ramp reappears at the bottom right, hinting at the return to the main structure.",
+          "The camera completes its clockwise arc, re-establishing the full view of the wooden ball track with its green tree-shaped feature and yellow spiral ramps. Colorful balls continue their descent through the structure, supported by blue and orange blocks, under consistent bright lighting that highlights every detail of the playful setup."
+        ]
+      }
+    },
+    "original_task_id": "a00742_01453",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00785_00984_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00785_00984.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blacksmith's hammer strikes a glowing orange-hot metal piece on an anvil, sending small sparks flying as the metal deforms under repeated blows.",
+          "The camera tilts down, revealing the dark, soot-streaked surface of the anvil beneath the glowing metal, with faint embers drifting upward from the heated iron as the hammer continues its rhythmic strikes.",
+          "The camera continues tilting downward, now capturing only the rough stone floor of the forge, scattered with cold ash and discarded metal shavings, while the bright glow of the fire in the background fades into a distant blur.",
+          "The camera tilts up, slowly repositioning to reveal the edge of the anvil again, where sparks still linger in the air and the dim outline of the blacksmith’s hand grips the hammer handle.",
+          "The camera completes its upward tilt, centering once more on the glowing orange-hot metal resting on the anvil, the hammer poised mid-air above it, ready for another strike as flames flicker in the background."
+        ]
+      }
+    },
+    "original_task_id": "a00785_00984",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00769_00680_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00769_00680.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Waves crash against jagged rocks, creating white foam that spreads across the dark green water, with continuous splashes and churning motion along the shoreline.",
+          "The camera cranes upward, revealing the jagged edges of dark basalt rocks meeting the churning emerald-green sea below, where white foam spirals in chaotic patterns as waves relentlessly crash against the shoreline.",
+          "The camera continues its ascent, now capturing a vast expanse of open ocean with distant cloud shadows drifting over the water’s surface, while the rocky coast vanishes beneath the frame, leaving only the endless motion of swells and wind-swept spray.",
+          "The camera begins to descend, gliding smoothly downward toward the turbulent interface between deep green waters and the sunlit, fractured cliffs, where the rhythm of crashing waves grows audible in the visual return.",
+          "The camera settles back into the original overhead position, framing the same jagged rocks and frothing surf as waves continue to break with force, sending plumes of white foam across the dark, swirling water."
+        ]
+      }
+    },
+    "original_task_id": "a00769_00680",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00786_00033_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00786_00033.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Cue strikes white ball, sending it rolling toward orange ball near pocket; balls collide, white ball rebounds slightly, orange ball remains near pocket edge.",
+          "The camera pans left, following the cue stick’s motion as it strikes the white ball near the edge of the pocket, with the textured gray felt and dark corner rail sharply defined in the frame.",
+          "The camera continues panning left, revealing a section of the pool table’s side wall and the blurred outline of a red-and-white scorecard taped to the frame, while the original action area is now entirely out of view.",
+          "The camera pans right, gliding past the shadowed edge of the table rail and catching the faint reflection of overhead lighting on the smooth surface of the felt.",
+          "The camera completes its rightward pan, re-centering on the pocket where the white ball has rebounded slightly and the orange ball remains perched at the edge, both clearly visible against the darkened background."
+        ]
+      }
+    },
+    "original_task_id": "a00786_00033",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00786_00469_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00786_00469.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Player in red shirt lunges forward to return a fast-paced shot, then quickly retreats as opponent in black shirt advances and strikes the ball with a powerful forehand, causing both players to shift rapidly across the table.",
+          "The camera tracks right, following the player in red as he lunges forward to return a fast-paced shot, capturing the blur of his motion against the vibrant red floor and the blue JOOLA table with its crisp white lines.",
+          "The camera continues tracking right, now showing only the empty side of the court near the blue TMS International banner, where the edge of the table is barely visible and the players have fully exited the frame.",
+          "The camera tracks left, re-entering the scene from the opposite side, revealing the black-shirted player mid-forehand swing with the ball suspended in air above the net and the red mat stretching beneath him.",
+          "The camera settles back into the original position, framing both players again as the red-shirted player retreats and the black-shirted player follows through on his powerful stroke, with the full table and surrounding branding clearly visible."
+        ]
+      }
+    },
+    "original_task_id": "a00786_00469",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00787_00142_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00787_00142.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Person in black leggings and orange cleats dribbles a white soccer ball on grass, using alternating feet to push the ball forward while maintaining close control.",
+          "The camera cranes downward, following the motion of the soccer ball rolling across the vibrant green grass as the player’s orange cleats tap it rhythmically. The close-up reveals the texture of the worn white ball and the crisp lines of the black leggings with a neon green stripe along the side. Sunlight filters through scattered clouds, casting soft shadows that shift with each foot movement.",
+          "The camera continues its descent, now fully focused on the dew-kissed blades of grass where the ball once rolled, leaving only faint imprints in the soil. A distant tree line and the edge of a wooden fence appear at the horizon, with no trace of the player or ball remaining. The lighting remains consistent, but the scene has shifted entirely to an empty expanse of field under overcast skies.",
+          "The camera begins to crane upward, rising steadily from the ground-level view of the damp grass toward the open sky. As it ascends, the blurred outlines of the field’s perimeter come into focus—yellow boundary markers and a weathered goalpost frame the edges. The light brightens slightly, revealing patches of sunlight breaking through the cloud cover above.",
+          "The camera completes its upward motion and stabilizes at a mid-height angle, re-establishing the original action area with the player in black leggings and orange cleats dribbling the white soccer ball across the grassy field. The ball rolls smoothly beneath their feet, and the surrounding environment—green turf, distant trees, and soft daylight—is clearly visible once again."
+        ]
+      }
+    },
+    "original_task_id": "a00787_00142",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00816_01530_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00816_01530.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Hands adjust wooden track pieces, connecting a curved ramp section to support blocks on a white surface.",
+          "The camera cranes upward, revealing more of the white tabletop and the textured beige wall above, as hands adjust a wooden track piece with grooved curves, connecting it to support blocks beneath.",
+          "The camera continues its upward crane, now showing only the upper portion of the wall and a sliver of the table's edge, with the wooden track and hands entirely out of frame, leaving a blank expanse of wall and surface.",
+          "The camera begins descending slowly, gliding downward past the pale wall and catching glimpses of the table’s corner and the light wood grain near the edge, preparing to reframe the scene.",
+          "The camera completes its descent, returning to the original height and angle, now clearly capturing the fully assembled wooden track with hands securing the curved ramp section atop support blocks on the white surface."
+        ]
+      }
+    },
+    "original_task_id": "a00816_01530",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00726_00866_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00726_00866.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A roller coaster train ascends a curved track, tilting upward as it approaches the peak of a loop, with riders visible in white cars secured by restraints.",
+          "The camera pans left, revealing the intricate black steel framework of the roller coaster's loop as it curves upward into the sky, with the white cars of the train now ascending the track and riders leaning back in their seats. Sunlight glints off the polished metal supports, while green foliage frames the lower left edge of the shot, and the red \"Metro Rail\" sign remains visible on the station platform to the far left.",
+          "The camera continues panning left, shifting focus entirely away from the roller coaster structure and now capturing a wide expanse of lush green trees under a bright blue sky dotted with fluffy clouds. A distant lamppost with a red-topped lantern stands near a blue banner marked “IRON,” and the concrete support columns of a nearby bridge come into view, but no trace of the roller coaster or its riders remains in frame.",
+          "The camera pans right, moving steadily across the park landscape, bringing into view the curved silhouette of the roller coaster’s track again, now seen from a slightly lower angle. The white cars are visible mid-loop, tilted upward as they crest the arc, with passengers' arms raised against the backdrop of dense treetops and a pale sky. The red lettering of the ride’s name is partially visible atop the structure.",
+          "The camera completes its pan right, re-establishing the original scene with the full spiral loop of the roller coaster centered in frame, the white train now nearing the top of the curve with riders secured by black restraints. The surrounding greenery, concrete supports, and red \"Metro Rail\" signage are all clearly visible once more, anchoring the action within the familiar amusement park environment."
+        ]
+      }
+    },
+    "original_task_id": "a00726_00866",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00800_00743_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00800_00743.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person uses an orange leaf blower to blow dry leaves off white steps with green treads, moving the blower back and forth across each step.",
+          "The camera pans right, revealing more of the white-painted staircase with green treads as the orange leaf blower sweeps across the lower steps, sending dry brown leaves skittering into the sunlight. The person’s gloved hand grips the blower firmly, their dark jacket contrasting against the bright autumn light reflecting off the clean surface of the steps. A coiled green power cord snakes upward along the stairs, anchored near a white planter at the top landing.",
+          "The camera continues panning right, moving beyond the staircase to show a patch of grass and a section of lattice fencing under dappled shade, where the leaf blower and its operator are now completely out of frame. Sunlight filters through bare tree branches, casting long shadows on the ground, while fallen leaves scatter across the lawn. The scene is quiet, devoid of mechanical hum or human presence, focusing instead on the stillness of the yard's edge.",
+          "The camera pans left, gliding past the lattice fence and returning toward the house, capturing the sunlit corner of the porch where the green hose lies coiled near the base of the steps. A few stray leaves drift in the breeze, and the white railing begins to reappear in the periphery, signaling the approach back to the original action area.",
+          "The camera completes its pan left, re-establishing the full view of the white staircase with green treads, now mostly cleared of leaves except for scattered patches. The orange leaf blower rests on the third step, its nozzle pointed downward, while the operator stands nearby, adjusting the cord. Bright sunlight illuminates the cleaned steps, highlighting the contrast between the tidy surface and the remaining debris at the bottom."
+        ]
+      }
+    },
+    "original_task_id": "a00800_00743",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00820_00450_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00820_00450.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black race car with \"VIAGRA\" branding speeds along a curved track, navigating a turn while maintaining high velocity, its tires gripping the asphalt as it leans into the bend.",
+          "The camera tracks left along the outer edge of the racetrack, following the black race car as it leans into the turn with its tires gripping the asphalt; the yellow safety barriers and red-and-white curbing come into sharp focus beneath a bright midday sun.",
+          "The camera continues tracking left past the final curve, now showing only the empty stretch of gray pavement and the metal fencing beyond, with no trace of the race car visible—only distant grandstands and a lone track worker in high-visibility gear near the pit lane entrance remain in frame.",
+          "The camera begins tracking right across the infield, passing over the concrete apron and chain-link fence, capturing the shadowed underside of the elevated bridge structure and the blurred motion of a maintenance vehicle below.",
+          "The camera completes its return movement, tracking right to reframe the curved section of the track where the black \"VIAGRA\" race car reappears, speeding through the bend with its rear spoiler flaring in the wind, the white line on the asphalt glowing under direct sunlight."
+        ]
+      }
+    },
+    "original_task_id": "a00820_00450",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00817_01487_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00817_01487.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A fishing line with a white disc lure is pulled through clear, shallow water over a rocky, algae-covered riverbed, creating ripples and disturbances as it moves.",
+          "The camera tilts upward, revealing the sunlit surface of the water where ripples distort the reflection of surrounding foliage, while the white disc lure glints briefly before disappearing beneath the shimmering green layer.",
+          "The camera continues its upward tilt, now capturing only the dappled canopy above and the bright sky through the trees, with the riverbed and fishing line entirely out of frame, replaced by a mosaic of sunlight and leaf shadows.",
+          "The camera begins to tilt downward, descending past the dense tree branches into the dimmer underlayer of the forest, where glimpses of moss-covered rocks and trickling water hint at the return to the aquatic scene below.",
+          "The camera completes its downward tilt, re-establishing the clear, shallow riverbed beneath the surface, where the white disc lure rests gently on the algae-dotted stones, still tethered to the fishing line and surrounded by swirling ripples."
+        ]
+      }
+    },
+    "original_task_id": "a00817_01487",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00836_00096_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00836_00096.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Car tire rolls forward, crushing colorful balls one by one, flattening them under pressure as it moves across the concrete surface.",
+          "The camera arcs clockwise, gradually shifting focus from the tire's tread pattern to the cracked concrete surface beneath, where fragments of flattened pink and green balls lie scattered near the wheel’s edge.",
+          "The camera continues its clockwise arc, now capturing only the expanse of weathered pavement and a distant white wall, with no trace of the car or crushed toys remaining in frame.",
+          "The camera begins an arcing counterclockwise motion, sweeping past the gray concrete floor and revealing a glimpse of the vehicle’s undercarriage before slowly reorienting toward the original scene.",
+          "The camera completes its counterclockwise arc, settling back on the tire resting atop the remnants of the colorful balls, with the flattened pink and green pieces clearly visible against the stained concrete."
+        ]
+      }
+    },
+    "original_task_id": "a00836_00096",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00820_02717_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00820_02717.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Race cars navigate a sweeping right-hand turn on an asphalt track, closely following each other with visible tire marks and blue-and-yellow curbs along the edge.",
+          "The camera tracks left along the outer edge of the track, following the sweeping curve as the race cars navigate the right-hand turn with tires gripping the asphalt; blue-and-yellow curbs line the edge, and tire marks streak across the surface under bright sunlight.",
+          "The camera continues tracking left, moving beyond the final bend into a wide grassy embankment where only the distant guardrails and a red advertising banner remain visible, the racing action now entirely out of frame.",
+          "The camera begins tracking right, gliding over the dry, sunlit infield toward the track’s inner apron, passing a stack of black tire barriers and a partially shaded section of asphalt near the pit lane entrance.",
+          "The camera completes its return motion, re-establishing the original viewpoint overlooking the sweeping right-hand turn where the race cars reappear in formation, their rear spoilers slicing through the air as they follow the curving asphalt lined with blue-and-yellow curbs."
+        ]
+      }
+    },
+    "original_task_id": "a00820_02717",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00873_01419_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00873_01419.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Hands rub together, releasing a cloud of fine golden dust into the air, particles swirling upward in slow motion against a blurred earthy background.",
+          "The camera tilts upward, following the golden dust particles as they rise into the warm sunlight, revealing a faint shimmer against the dry, cracked earth below.",
+          "The camera continues its upward tilt, now framing only the hazy sky and distant horizon where the dust has fully dispersed, leaving no trace of the hands or ground beneath.",
+          "The camera begins to tilt downward, capturing the soft glow of late afternoon light filtering through drifting dust motes above a barren field.",
+          "The camera completes its descent, repositioning to show the hands once again cupped together, dust swirling between them against the blurred earthy terrain."
+        ]
+      }
+    },
+    "original_task_id": "a00873_01419",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00820_02171_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00820_02171.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A rally car speeds around a curved asphalt road, its rear tires kicking up dust as it navigates the turn with precision, showcasing dynamic motion and high-speed handling.",
+          "The camera orbits clockwise, smoothly tracking the rally car as it powers through the sweeping curve of the asphalt road, its rear tires sending up a plume of dust that catches the golden afternoon light. The rugged terrain surrounding the track—dry grasses, scattered shrubs, and distant trees—frames the dynamic motion of the Ford Fiesta WRC with Red Bull livery, emphasizing the contrast between the engineered precision of the vehicle and the untamed landscape.",
+          "The camera continues its clockwise orbit, now fully displaced from the original action area, revealing a wide expanse of sun-baked fields and low hills where the road vanishes into the horizon. A lone red-berried bush stands in sharp relief against the muted earth tones, and the absence of any vehicle highlights the serene stillness of the rural setting, untouched by the earlier high-speed drama.",
+          "The camera begins to orbit counterclockwise, gradually shifting focus back toward the winding road, capturing the edge of the asphalt as it curves gently through the dry meadow under soft sunlight. The white lane markings reappear in the frame, leading the eye toward the approaching bend where the natural contours of the land meet the engineered path.",
+          "The camera completes its counterclockwise orbit, re-establishing the original viewpoint with the rally car now visible again as it enters the curve at speed, its rear spoiler flaring in the breeze and kicking up dust along the roadside verge. The familiar scene—the curved road, the green-and-brown scrubland, and the distant treeline—is restored, framing the car’s powerful motion once more."
+        ]
+      }
+    },
+    "original_task_id": "a00820_02171",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00863_00430_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00863_00430.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Yellow star-patterned marbles roll down a curved wooden ramp and scatter across a white surface, colliding with other marbles in a dynamic cascade of motion.",
+          "The camera tracks right, following the trajectory of a yellow star-patterned marble as it rolls down the curved wooden ramp and joins the cluster on the white surface, where reflections shimmer under bright lighting.",
+          "The camera continues tracking right, moving beyond the wooden structure and revealing only the edge of the white surface and a row of light wood blocks, with no marbles or ramp visible in the frame.",
+          "The camera tracks left, passing over the smooth grain of the wooden ramp’s side and briefly capturing the corner where the ramp meets the base, now illuminated by soft overhead light.",
+          "The camera completes its return track to the left, repositioning over the original action area where yellow star-patterned marbles continue to scatter across the white surface, colliding dynamically beneath consistent lighting."
+        ]
+      }
+    },
+    "original_task_id": "a00863_00430",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00910_00102_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00910_00102.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A scooter rider approaches a ramp, attempts a trick mid-air, loses balance, and falls forward onto the ramp surface, sliding down while the scooter tumbles beside him.",
+          "The camera orbits clockwise around the ramp, capturing the scooter rider’s approach and mid-air attempt as the brown surface of the Skatelite ramp curves sharply beneath him, with the waterway and distant buildings reflecting under overcast skies.",
+          "The camera continues its clockwise orbit, moving beyond the edge of the ramp to reveal the adjacent dock area where a green cooler sits beside a white railing, while the original action zone disappears from view, replaced by the calm water and a passing boat.",
+          "The camera begins its counterclockwise orbit, sweeping past the metal railings and sponsor banners displaying \"James Henley\" and \"R&W,\" now showing the opposite side of the ramp structure with the sky’s muted clouds stretching above.",
+          "The camera completes its counterclockwise arc, repositioning to show the full ramp again, including the fallen rider lying motionless on the smooth brown surface with his scooter nearby, the water and distant skyline framing the scene once more."
+        ]
+      }
+    },
+    "original_task_id": "a00910_00102",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00910_00383_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00910_00383.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A man runs toward a concrete ledge, leaps onto it, balances briefly, then jumps off while extending his arms and legs dynamically, landing smoothly on the ground in a controlled motion.",
+          "The camera tilts upward, following the man’s leap onto the concrete ledge, capturing the expanse of the overcast sky and power lines above as he extends his arms mid-air.",
+          "The camera continues its upward tilt, now framing only the pale sky and distant treetops beyond the park fence, with the skatepark entirely displaced from view.",
+          "The camera tilts downward, revealing the sloped edge of the concrete structure and the wet pavement below, where the man lands with controlled momentum.",
+          "The camera completes its downward tilt, re-establishing the full skatepark scene with the man standing on the ground, the metal fence, and scattered park-goers visible in the background."
+        ]
+      }
+    },
+    "original_task_id": "a00910_00383",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00910_00856_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00910_00856.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skateboarder rides along a ledge, crouches low, then pops the board upward to launch off the edge, extending arms for balance as they descend toward a lower level.",
+          "The camera pans left, following the skateboarder as they ride along the concrete ledge beside the beige wall with horizontal vents and a \"No Skateboarding\" sign, capturing the moment they crouch low before launching off the edge.",
+          "The camera continues panning left, now showing only the yellow dumpster marked \"ULTRA 109\" and the metal railing of the lower level, with no trace of the original ledge or skater in frame.",
+          "The camera pans right, gliding past the dumpster’s rusted edges and the cracked asphalt parking lot, revealing the base of the ramp where the skater lands, their board’s pink wheels visible against the dark pavement.",
+          "The camera completes its pan right, repositioning to show the full view of the ledge, the warning sign, and the skater riding smoothly away from the drop-off point, the scene restored to its initial spatial context."
+        ]
+      }
+    },
+    "original_task_id": "a00910_00856",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00787_00493_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person wearing black pants and white sneakers juggles a colorful soccer ball on a concrete patio. They repeatedly kick the ball upward, executing freestyle maneuvers by circling their leg around the ball while maintaining control with their feet.",
+          "The camera tilts downward, and the frame captures the rough texture of the concrete patio as the player's white sneakers slip into the lower edge.",
+          "The camera continues its downward tilt, and the view settles entirely on a cluster of dry leaves and cracked paving stones, leaving the original playing space completely out of sight.",
+          "The camera initiates an upward tilt, and the composition gradually reveals the dark wooden gate and the lower section of the brick wall.",
+          "The camera finishes tilting upward, and the shot fully re-establishes the original patio area where the performer in black pants controls the colorful soccer ball."
+        ]
+      }
+    },
+    "original_task_id": "a00787_00493",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00092_00591_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A female tennis player runs across a blue court, swinging her racquet to strike a yellow tennis ball with forehand and backhand strokes.",
+          "The camera orbits counterclockwise along the outer edge of the playing surface, and the frame captures the athlete's rapid footwork alongside a bright yellow tennis ball suspended over the deep blue hardcourt.",
+          "The camera continues its counterclockwise arc toward the spectator stands, and the view reveals only a section of empty stadium seating and a row of sponsor banners while the court remains entirely absent.",
+          "The camera shifts into a clockwise orbital path to sweep back toward the competition zone, and the lens frames the lower tier of concrete bleachers plus the shadowed umpire's chair during the return trajectory.",
+          "The camera completes its clockwise rotation and settles back into the initial vantage point, and the shot clearly shows the female tennis player tracking the bouncing yellow ball near the white baseline to fully restore the original match scene."
+        ]
+      }
+    },
+    "original_task_id": "a00092_00591",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00364_01737_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Numerous white, oblong pills fall rapidly onto a dark green surface, tumbling and bouncing off each other as they scatter across the frame.",
+          "The camera begins a deliberate and steady crane up motion, ascending vertically from its original low-angle setup as the motorized rig smoothly elevates the lens higher into the studio ceiling structure, gradually increasing altitude while keeping the optical axis perfectly parallel to the floor below, ensuring the mechanical transition remains fluid and free of sudden jerks or lateral drift; visible within the slowly receding frame are the scattered white oblong pills resting on the dark green acrylic surface, their uniform shapes catching the cool directional lighting as they lie in disorganized clusters across the reflective material, creating a stark visual contrast between the bright medication and the deep emerald background while tiny ambient dust motes drift through the illuminated space, revealing scattered fragments and microscopic imperfections on the glossy tabletop that catch the ambient glow as the perspective shifts upward.",
+          "The camera continues its consistent crane up trajectory, climbing steadily higher as the hydraulic mount extends further into the overhead rigging, maintaining a smooth vertical pace that systematically distances the viewpoint from the initial staging zone while preserving a perfectly level horizon throughout the extended ascent, with the servo motors humming quietly to guarantee a frictionless rise that avoids any rotational sway or focal instability; visible within the completely displaced frame are the upper studio trusses and heavy black lighting grids suspended from the ceiling, their industrial metal frameworks casting long geometric shadows against the matte white backdrop as the lens captures only the elevated architectural elements and distant ventilation ducts, completely excluding the original tabletop area from sight while highlighting the stark contrast between the suspended equipment and the empty atmospheric space above.",
+          "The camera initiates a controlled crane down motion, descending smoothly from its elevated position as the motorized lift lowers the entire optical assembly back toward the primary staging level, gradually reducing altitude while keeping the lens perfectly stabilized to prevent any unwanted oscillation or focal hunting during the vertical drop; visible within the slowly returning frame are the upper edges of the dark green acrylic surface and the blurred periphery of scattered white oblong pills, their matte textures gradually coming back into focus as the descending viewpoint reintroduces the glossy emerald backdrop and catches the cool directional lighting that reflects off the curved pharmaceutical shapes, hinting at the original composition without yet fully revealing the complete arrangement, while faint ambient haze lingers in the air to soften the hard edges of the studio rigging above.",
+          "The camera completes its final crane down movement, settling precisely back into the original low-angle position as the hydraulic system halts the descent, locking the lens securely at the initial focal height to guarantee a seamless visual return that matches the starting composition without any lateral offset or framing drift, with the internal gimbal making micro-adjustments to ensure absolute stillness once the mechanical travel reaches its designated endpoint; visible within the fully re-established frame are the numerous white oblong pills scattered across the dark green polished surface, their matte textures resting in a chaotic yet static arrangement as the overhead studio lights cast soft, elongated shadows across the glossy emerald backdrop, clearly displaying the complete pharmaceutical spread and confirming that the main scene has been successfully restored to its original viewing perspective."
+        ]
+      }
+    },
+    "original_task_id": "a00364_01737",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00098_00483_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person tilts a small glass bowl to pour raw egg yolks into a larger clear glass pie dish that already contains cracked eggs on a wooden table.",
+          "The camera pans left across the polished kitchen workspace, deliberately shifting the viewer's perspective toward the adjacent preparation zone while maintaining a steady horizontal trajectory, revealing the textured surface of the light pine countertop where faint traces of scattered flour dust catch the bright overhead lighting, creating soft highlights along the natural wood grain while the edge of the person's dark cotton apron remains partially visible as they continue to stabilize the small glass bowl, and the clean white subway tile backsplash alongside a glimpse of a stainless steel utensil holder gradually comes into view to establish a broader culinary context without interrupting the ongoing egg-yolk transfer process that remains just outside the central focus as the ambient daylight softly illuminates the surrounding cabinets and the smooth ceramic handles reflect the gentle room temperature to add spatial depth to the frame.",
+          "The camera continues to pan left across the organized kitchen environment, steadily carrying the frame away from the central workspace until the original egg-pouring action area is completely displaced from view, revealing a quiet corner of the room where a neatly folded woven checkered towel hangs from a brushed nickel cabinet handle, while soft diffused daylight filters through a nearby window to illuminate a stack of pristine ceramic mixing bowls and a sleek gray marble cutting board resting against the wall, emphasizing the clean minimalist layout of the culinary space as the quiet stillness of this secondary zone contrasts with the active cooking area and the polished stone surfaces reflect the cool morning air to provide a tranquil visual pause that highlights the thoughtful organization of the entire room.",
+          "The camera begins to pan right across the expansive kitchen countertop, deliberately reversing its previous trajectory and initiating a steady horizontal return that gradually retraces the path across the room, revealing the textured edge of the light pine surface where faint traces of scattered flour dust and the person's dark apron sleeve reappear as the lens steadily moves toward the central cooking station, while the consistent overhead lighting casts gentle warm shadows across the white subway tile backsplash and the polished metal faucet alongside a glimpse of a stainless steel sink gradually emerges from the periphery to smoothly reconnect the peripheral preparation zone with the main workspace as the rhythmic shift in perspective restores the spatial continuity of the room and the familiar arrangement of cooking tools slowly regains prominence to bridge the gap between the quiet corner and the bustling preparation zone.",
+          "The camera completes its deliberate pan right across the sturdy wooden table, smoothly finishing the horizontal return movement and successfully re-establishing the original viewpoint with precise framing, revealing the large clear glass pie dish resting centrally on the surface now containing several intact egg whites and freshly poured golden yolks that glisten under the bright overhead kitchen lighting, while the person's hands remain steadily poised above the small glass bowl as they complete the pouring process and the natural wood grain of the table alongside the clean white cabinetry in the background provides a familiar context, firmly locking the frame back onto the primary culinary action to capture the final state of the ingredient preparation with crisp detail as the warm glow of the pendant fixtures enhances the rich amber tones of the eggs and the transparent glass rim catches subtle reflections from the surrounding appliances to anchor the viewer's gaze on the completed step."
+        ]
+      }
+    },
+    "original_task_id": "a00098_00483",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00872_01459_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "High-velocity impacts strike a standing concrete block, violently shattering its surface and launching clouds of dust and jagged fragments into the surrounding air.",
+          "The camera initiates a smooth downward tilt that gradually shifts the viewing angle away from the central impact zone while maintaining precise mechanical tracking across the sunlit outdoor testing facility, and the weathered steel support table quickly dominates the lower frame to reveal an accumulation of jagged concrete fragments, fine gray powder, and shattered masonry debris scattered across the bright daylight-bleached surface while distant tree lines remain softly out of focus in the background, with suspended dust particles catching the intense natural illumination to highlight the stark difference between the calm surrounding landscape and the violent fragmentation happening just beyond the upper edge.",
+          "The camera continues its deliberate downward sweep, smoothly lowering the optical axis past the base of the plywood backing until the primary testing platform completely vanishes from the upper boundary, and the ground-level foundation immediately commands the entire visual field to showcase compacted soil, darkened metal crossbeams, and a dense cluster of dried weeds alongside scattered gravel that catch the harsh midday shadows, while bright sunlight filters through overhanging foliage to cast dappled patterns across the uneven terrain, with fine particulate matter occasionally drifting into view to settle quietly on the rough earth below, thereby isolating the viewer from the shattered concrete block.",
+          "The camera reverses its trajectory with a gradual upward tilt, steadily lifting the viewing angle away from the static terrain and beginning its controlled return journey toward the main apparatus, and the weathered plywood backdrop smoothly re-enters the shot to display subtle scuff marks and fresh impact splatters that contrast sharply with the untouched wooden grain while intense sunlight continues to wash over the scene from the upper left, illuminating heavy steel rigging and highlighting the metallic sheen of the mounting brackets that secure the assembly, with lingering clouds of fine gray dust still hanging in the air.",
+          "The camera completes its upward tilt, perfectly realigning with the original vantage point to clearly reveal the aftermath of the high-velocity impact against the standing concrete block, and the central masonry specimen now stands heavily fractured within the re-established frame to show its upper section completely sheared away and jagged concrete edges exposed to the bright outdoor lighting while a thick haze of residual dust continues to billow around the shattered remnants and slowly settles onto the steel table where countless sharp fragments have accumulated, restoring the initial testing configuration."
+        ]
+      }
+    },
+    "original_task_id": "a00872_01459",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00403_01394_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Large shards of white glass explode outward and upward from a central filament, scattering through the dark air in slow motion as a lightbulb shatters.",
+          "The camera initiates a deliberate counterclockwise arc that steadily sweeps around the shadowed filming rig, maintaining a consistent lateral velocity as it orbits the central explosion zone while carefully avoiding any sudden jolts or directional shifts, and the frame reveals numerous jagged shards of tempered white glass hanging suspended in the heavy atmosphere, their fractured edges catching the faint studio spill light as they hover directly above the untouched brass socket and dark reflective surface, emphasizing the delicate balance of the debris field while highlighting the stark contrast between the luminous material and the surrounding void, ultimately establishing a dynamic lateral perspective that isolates the shattering sequence against the pitch-black backdrop where the slow rotational drift accentuates the intricate choreography of the airborne fragments, creating a visually striking tableau that underscores the fragility of the transparent medium.",
+          "The camera continues its established counterclockwise arc, maintaining the exact rotational speed and lateral trajectory as it swings fully around the peripheral boundaries of the soundstage without decelerating or altering its horizontal plane, and the composition completely excludes the original shattering zone, replacing the central debris field with a sweeping view of the unlit velvet background curtains, scattered steel rigging cables, and matte black floor panels that line the outer perimeter, where soft ambient reflections dance across the polished studio equipment while distant safety barriers and coiled power lines dominate the frame, establishing a fully displaced perspective that isolates the surrounding infrastructure from the initial explosive event and emphasizes the vast emptiness of the adjacent workspace, revealing the meticulous organization of the production environment beyond the immediate blast radius.",
+          "The camera reverses its previous trajectory by initiating a smooth clockwise arc, matching the original rotational speed as it begins its deliberate return journey across the soundstage floor without introducing any vertical adjustments or lateral drifts, and the frame slowly reintroduces the periphery of the controlled environment, capturing the subtle interplay of studio spill light against the settling debris field as the scattered glass fragments drift downward toward the base, where hints of the fractured white material reappear along the edges of the composition, suspended against the deep shadows, while the dark reflective surface begins to reclaim its presence in the lower quadrant, signaling the approach toward the initial vantage point and reorienting the viewer toward the concentrated cluster of airborne particles, which continue their slow-motion descent through the dimly lit atmosphere without disrupting the steady tracking.",
+          "The camera completes its clockwise arc by decelerating smoothly into the original frontal alignment, locking precisely onto the initial vantage point to restore the established compositional framework without any residual drift or angular deviation, and the shot fully re-establishes the original action area, clearly displaying the shattered glass bulb remnants that have settled across the dark reflective table, alongside the exposed central tungsten filament and sturdy metallic socket base, where lingering fragments of white glass rest motionless against the black surface, catching the focused illumination, while the remaining airborne dust particles slowly dissipate into the surrounding darkness, marking the definitive conclusion of the explosive sequence and returning complete visual focus to the central subject, which now sits quietly amidst the scattered debris under the steady studio lighting conditions."
+        ]
+      }
+    },
+    "original_task_id": "a00403_01394",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00207_02059_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A large hydraulic press ram descends rapidly onto a black Nikon camera, violently crushing the device as the metal body buckles, fragments scatter, and the object is compressed flat against the base.",
+          "The camera begins a deliberate crane upward movement, lifting the viewer's perspective away from the immediate contact point to reveal the towering height of the massive hydraulic press as the heavy steel ram descends relentlessly onto the black Nikon camera. The frame encompasses the gritty atmosphere of the industrial workshop, showing the scattered metallic debris from past experiments on the stained workbench and the blurry green machinery in the background marked with yellow high-voltage warnings, while the central focus remains on the structural integrity of the camera body as it begins to buckle under the immense weight, capturing the precise moment before total collapse as dust particles float in the air around the crushing zone, highlighting the violent interaction between the soft plastic and the hard steel.",
+          "The camera continues its upward trajectory, rising higher until the base of the press and the crushed Nikon are entirely excluded from the view, leaving only the upper portion of the polished steel cylinder and the dark, industrial ceiling in frame. This elevated angle highlights the sheer scale of the machinery, capturing the texture of the metal piston and the dim overhead lighting that casts long shadows across the upper workshop area, effectively isolating the mechanism from the destruction below and creating a sense of ominous scale as the action area disappears completely from sight, replaced by the silent, looming presence of the press's upper structure and the distant, shadowy rafters of the factory roof, emphasizing the industrial setting.",
+          "The camera shifts its motion to a steady crane downward, beginning the return journey as it glides past the upper mechanisms of the press and brings the green metal walls of the workshop back into clearer focus. As the view descends, the frame reveals more of the surrounding environment, including the heavy cables and the worn surface of the workbench, slowly guiding the eye back toward the center of action where the aftermath awaits, while the reflection of the workshop lights dances off the smooth, cylindrical surface of the hydraulic ram moving back into position, bridging the gap between the high angle and the ground-level destruction with a smooth, continuous vertical motion that reorients the viewer towards the workbench.",
+          "The camera completes its downward crane to re-establish the original viewpoint, bringing the destroyed Nikon camera and the silver metal base back into full view to showcase the final result of the compression. The frame clearly displays the mangled remains of the black camera body, now flattened into a thin layer of twisted metal, plastic shards, and internal components scattered across the base, with the blue camera strap lying limp amidst the debris, confirming the total annihilation of the object by the powerful hydraulic press in the center of the frame, offering a stark contrast between the pristine machine at the start and the wreckage at the end, illuminated by the harsh workshop lights that glint off the shattered fragments."
+        ]
+      }
+    },
+    "original_task_id": "a00207_02059",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00669_00267_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire rolls off a wooden ramp and slowly drives over a halved watermelon, smashing it into red pulp, before continuing forward to crush a second watermelon half.",
+          "The camera initiates a slow pan to the right, gradually shifting the frame away from the immediate destruction of the fruit. As the perspective moves, the rough texture of the gray asphalt dominates the lower foreground, scattered with tiny flecks of red watermelon seeds and juice. The silver alloy wheel and the black rubber tire tread begin to slide toward the left edge, while the wooden ramp with its yellow 'Experiments & Life Hacks' sticker becomes more central, bathed in the bright afternoon sunlight.",
+          "The camera continues its steady pan to the right, pushing the vehicle and the crushed watermelon completely out of the frame. The view is now occupied solely by the empty stretch of road surface, highlighting the contrast between the dark tire tracks and the lighter, sun-bleached patches of the pavement. In the background, the yellow and white curb runs parallel to the road, separating the asphalt from a strip of green grass that glows under the natural lighting, ensuring the original action area is entirely obscured.",
+          "The camera reverses its direction and begins a smooth pan to the left, retracing its path across the scene. The empty road and the distant curb slide out of view to the right, replaced by the encroaching shadow of the vehicle's undercarriage. The dark silhouette of the car's body starts to fill the upper portion of the frame, and the edge of the wooden ramp begins to reappear on the right side, signaling the return to the site of the impact.",
+          "The camera completes its pan to the left, fully re-establishing the original viewpoint of the experiment. The scene is now dominated by the aftermath, where the car tire rests flat on the asphalt, having completely pulverized the green watermelon into a vibrant spread of red pulp and rind fragments. The wooden ramp stands stationary nearby, and the scattered debris from the initial crush is visible around the flattened fruit, confirming the final state of the object after the heavy vehicle passed over it."
+        ]
+      }
+    },
+    "original_task_id": "a00669_00267",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00455_00488_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A raw egg is cracked into a small glass bowl, and then a spoon slides underneath the yellow yolk to lift it out, separating it from the clear egg white.",
+          "The camera initiates a slow, deliberate tilt upward, steadily raising its optical axis away from the pristine preparation surface while the metal spoon continues its careful maneuver beneath the fragile yellow center, and the frame smoothly transitions to reveal the upper wooden shelves of the nearby bookcase, where rows of tightly aligned hardcover volumes, a few leaning reference manuals, and a small framed photograph catch the gentle morning sunlight streaming through the sheer white curtains, creating a warm and scholarly atmosphere that gradually fills the visual field as the perspective shifts higher.",
+          "The camera maintains its continuous upward tilt, further elevating the viewing perspective until the original workspace completely vanishes from the lower boundary of the composition, and the frame now exclusively showcases the tall ceiling architecture, featuring ornate plaster crown molding, a vintage brass chandelier with frosted glass shades, and a cluster of recessed lighting fixtures that emit a soft, ambient glow over the quiet interior space, entirely displacing any visual connection to the countertop or culinary ingredients below.",
+          "The camera begins a steady, controlled tilt downward, reversing its previous trajectory and smoothly lowering the line of sight back toward the central workspace while the surrounding architectural elements gradually slide out of the upper frame, and the viewer starts to glimpse the middle section of the room where a polished brass desk lamp, a neat stack of handwritten journals, and a ceramic tea cup come into view under the consistent, even illumination that brightens the domestic setting.",
+          "The camera completes its smooth tilt downward, firmly re-establishing the original eye-level perspective while seamlessly returning the focus to the immediate preparation zone where the separation process has just concluded, and the viewer clearly observes the fluted glass ramekin resting on the clean white table, now holding only the translucent egg white while the separated golden yolk rests securely on the spoon just above the rim, all illuminated by the same crisp directional sunlight that highlights the delicate textures."
+        ]
+      }
+    },
+    "original_task_id": "a00455_00488",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00000_00698_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hammer strikes a red ceramic piggy bank, shattering it into large fragments while coins burst outwards and scatter across the reflective surface in slow motion.",
+          "The camera cranes upward slowly, shifting the perspective to show more of the stark white background while the fragmented red ceramic pieces and gleaming coins remain visible on the reflective table.",
+          "The camera continues its upward crane movement until the original action area is fully displaced, leaving only the bright studio ceiling lights and empty white space in the frame.",
+          "The camera cranes downward steadily, returning the view toward the scene as the scattered coins and large ceramic fragments reappear in the lower portion of the shot.",
+          "The camera completes its downward crane motion to re-establish the original viewpoint, clearly showing the destroyed red piggy bank and the hammer resting among the debris on the glossy surface."
+        ]
+      }
+    },
+    "original_task_id": "a00000_00698",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00237_00717_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A red and white ceramic object falls onto the rotating metal teeth of a shredder. The blades catch and crush the item, tearing it into small fragments that are pulled downward.",
+          "The camera pans left, and the frame shifts away from the crushing mechanism to capture the sunlit grass and thick oak bark beside the blue housing.",
+          "The camera continues panning left, and the view now displays only the dappled forest floor and scattered leaves while the original shredder area remains completely out of sight.",
+          "The camera pans right, and the scenery returns to show the edge of the bright blue container alongside patches of dry soil and green turf.",
+          "The camera finishes panning right, and the shot re-centers on the open hopper to clearly display the stationary steel teeth and remaining white ceramic fragments inside the blue frame."
+        ]
+      }
+    },
+    "original_task_id": "a00237_00717",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00097_00353_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A shovel repeatedly plunges into dark, churning water, striking and shattering the edge of a thick sheet of ice. The tool breaks apart the frozen surface, sending shards into the rippling liquid below.",
+          "The camera initiates a smooth lateral tracking movement to the left, drifting steadily away from the focal point where the dark metal blade of the shovel is repeatedly plunging into the churning liquid to fracture the thick, opaque sheet of ice. As the perspective glides along the frozen perimeter, the view highlights the intricate texture of the solid ice surface, showcasing a network of fine stress cracks radiating from the impact zone and a scattering of sharp, white shards that have been torn loose by the force of the strikes, while the deep blue hue of the open water continues to roil violently against the remaining solid boundary, emphasizing the stark contrast between the fluid motion of the current and the rigid structure of the frozen barrier, with the wooden handle of the tool still visible near the top of the frame as it guides the heavy implement through the resistant slush and displaced chunks of frost.",
+          "The camera continues its consistent tracking trajectory to the left, fully displacing the original scene of the ice-breaking action from the frame and revealing a broader expanse of the frozen shoreline where the water remains calm and unbroken, offering a momentary respite from the mechanical disruption. The lens now focuses on a section of the thick ice sheet that extends uninterrupted toward the edge of the water, displaying a smooth, pale gray surface marred only by subtle ridges and the faint imprint of previous water levels, while the dark liquid is relegated to the periphery of the shot, appearing still and glassy compared to the turbulent area previously observed, and a few dry, leafless branches protrude from the right side of the frame, suggesting the proximity of the riverbank or a vegetated embankment beyond the immediate zone of impact, with the lighting casting long, soft shadows across the uneven texture of the ice that hint at the low angle of the winter sun.",
+          "The camera reverses its direction and begins a steady tracking movement to the right, retracing the path along the ice edge to return toward the source of the disturbance, bringing the smooth, unbroken expanse of the frozen surface back into motion as the lens shifts away from the quiet shoreline. As the frame slides rightward, the pale gray texture of the ice passes by quickly, revealing the gradual transition back toward the area where the water meets the frozen barrier, with the dark liquid beginning to reappear in the lower portion of the shot, its surface still calm but hinting at the proximity of the churning current, and the dry branches that were previously prominent start to drift out of view as the camera anticipates the re-emergence of the main activity, while the natural light reflects off the subtle undulations in the ice, creating a shimmering effect that contrasts with the duller tones of the surrounding environment.",
+          "The camera completes its return trajectory to the right, successfully re-establishing the original viewpoint and bringing the intense action back into clear focus as the dark metal blade of the shovel comes into frame, once again plunging into the turbulent water to shatter the edge of the thick ice sheet with forceful precision. The frame now clearly displays the chaotic interaction between the tool and the frozen barrier, with fresh shards of white ice being driven into the rippling dark liquid, creating splashes and concentric waves that disturb the surface, while the wooden handle of the shovel is visible being manipulated by an unseen operator, and the jagged boundary between the solid and liquid states is highlighted once more, emphasizing the ongoing effort to break through the resilient winter formation, with the deep blue color of the churning water providing a vivid backdrop to the stark white fragments that float amidst the swirling current."
+        ]
+      }
+    },
+    "original_task_id": "a00097_00353",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00513_00452_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A head of cabbage resting on a mound of dry earth suddenly detonates, bursting outward in a brilliant flash that shatters the vegetable into flying green fragments and a cloud of dust.",
+          "The camera initiates a steady counterclockwise orbital sweep around the barren terrain, executing a carefully choreographed lateral drift that pushes the viewing angle outward while preserving a consistent focal depth and smooth rotational momentum across the wide-angle lens as it tracks the horizon line, and this sweeping maneuver captures the pristine green cabbage perched precariously on the jagged ridge of desiccated earth just as a sudden luminous flare erupts from its core, illuminating the intricate veining of its outer leaves and scattering crisp geometric shadows across the sun-baked dirt while the endless cerulean backdrop remains completely unbroken, offering a stark contrast to the organic textures below and emphasizing the quiet stillness of the moment before the impending detonation transforms the tranquil agricultural subject into a chaotic spectacle of light and debris.",
+          "The camera continues its uninterrupted counterclockwise trajectory along the elevated ridge, maintaining the established rotational velocity while smoothly transitioning the frame toward the peripheral landscape and deliberately excluding the central explosion zone from the composition through precise gimbal stabilization, and this sustained lateral glide reveals a sweeping panorama of distant wind-sculpted dunes and scattered patches of resilient desert scrub that stretch toward a hazy mountain range, where the harsh midday sunlight bleaches the pale sand and casts long, sharp silhouettes across the undulating terrain, completely isolating the viewer from the originating blast site and emphasizing the vast, silent emptiness of the surrounding wilderness as heat waves shimmer above the rocky outcrops, revealing subtle gradations of ochre and rust in the weathered stone while a lone cirrus cloud drifts lazily across the zenith.",
+          "The camera reverses its rotational direction and initiates a deliberate clockwise orbital return, smoothly decelerating the previous lateral drift while carefully realigning the optical axis toward the original coordinate and re-establishing a convergent tracking path that gradually narrows the field of view, and this corrective sweeping motion brings the turbulent aftermath back into the frame as swirling plumes of pale dust and violently ejected cabbage fragments dominate the foreground, catching the brilliant sunlight and scattering prismatic flares across the lens while the fractured remains of the vegetable tumble through the heated air and settle onto the cracked soil below, where the dry earth absorbs the impact and releases fine particulate matter that drifts lazily upward, creating a hazy veil that softens the harsh contrasts and reveals the intricate fragmentation patterns of the shattered leaves against the relentless blue sky.",
+          "The camera completes its clockwise orbital arc and settles precisely into the initial vantage point, locking the gimbal into a static holding position while perfectly restoring the original framing composition and ensuring the central mound occupies the exact lower-third alignment it held at the beginning of the sequence, and this stabilized perspective clearly displays the fully realized aftermath as the explosive force has completely dismantled the head of cabbage, leaving behind a scattered arrangement of vibrant green shreds and pulverized core material resting atop the disturbed brown soil, with residual dust slowly drifting downward and settling over the jagged terrain under the unchanging clear sky, where the bright illumination accentuates the crisp edges of the torn foliage and highlights the contrast between the fresh organic debris and the ancient, weathered ground."
+        ]
+      }
+    },
+    "original_task_id": "a00513_00452",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00318_00064_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A pineapple perched on a dirt mound suddenly detonates, violently launching its yellow chunks, green spiky leaves, and brown rind fragments high into the air amidst a cloud of white smoke and debris.",
+          "The camera initiates a steady lateral tracking right motion along the sun-bleached ridge, and the frame prominently features the sudden violent detonation of the pineapple positioned atop the compacted earthen mound as dense clouds of white vapor erupt alongside scattered yellow fruit chunks, sharp green crown leaves, and torn brown rind fragments that arc high into the brilliant azure sky. Maintaining a consistent horizontal velocity past the dry scrub brush in the foreground, the shot preserves sharp focus on the turbulent debris field so that viewers can clearly observe the chaotic dispersion of organic matter against the pale dirt surface, with the harsh midday illumination casting crisp shadows across the uneven terrain and highlighting the fine particulate matter that drifts steadily through the clear atmospheric conditions, emphasizing the stark contrast between the explosive botanical aftermath and the serene natural backdrop.",
+          "The camera continues its uninterrupted tracking right movement across the arid landscape, and the frame reveals a completely displaced section of the hillside where the original explosion site has fully exited the composition and only distant dry grasses, weathered soil patches, and a fading trail of white smoke drifting along the horizon remain visible. Gliding smoothly past a cluster of brittle desert shrubs that sway gently in the warm breeze, the lens captures the quiet aftermath of the event as scattered yellow debris and torn green foliage begin to settle onto the rugged terrain far behind the current viewpoint, with the bright overhead sunlight illuminating the undulating earth tones and creating soft gradients across the open sky that now dominates the upper portion of the shot without any trace of the initial detonation zone.",
+          "The camera begins a deliberate tracking left movement to reverse its previous trajectory, and the frame gradually reintroduces the outer edges of the impact zone where lingering plumes of white smoke drift downward over the uneven dirt surface and scattered pineapple fragments rest among the dry vegetation. Shifting its lateral path back toward the central ridge, the lens maintains a steady pace that allows the viewer to witness the settling debris field as torn brown rind pieces and yellow fruit chunks become more densely concentrated near the original blast location, with the clear blue atmosphere providing a vivid backdrop that contrasts sharply against the pale earth tones and the remaining airborne particulate matter that continues to drift slowly across the sunlit hillside.",
+          "The camera completes its coordinated tracking left movement to fully recenter the composition, and the frame clearly re-establishes the original action area by revealing the battered dirt mound once again alongside the residual cloud of white smoke and the widely scattered pineapple remnants that now litter the peak and surrounding slopes. Holding its final position with a steady horizontal orientation, the shot captures the quiet aftermath of the detonation as torn green leaves, yellow fruit pulp, and brown rind fragments rest motionless against the reddish-brown soil, with the bright midday sunlight casting defined shadows across the disrupted terrain and illuminating the clear azure sky above the now still hillside that mirrors the initial setup but displays the transformed state of the once intact fruit."
+        ]
+      }
+    },
+    "original_task_id": "a00318_00064",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00456_00097_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A gloved hand stabilizes a rough, rectangular block while another hand uses yellow-handled end-cutting pliers to grip, wiggle, and twist a metal loop embedded in the side of the object.",
+          "The camera initiates a steady lateral tracking motion to the left, gliding smoothly along an unseen mechanical path while maintaining a fixed horizontal trajectory that gradually shifts the perspective away from the central point of interest without altering the focal distance; the frame reveals the weathered concrete block sliding toward the right margin, its cracked and dust-covered surface illuminated by a harsh overhead work light that casts long, dramatic shadows across the coarse, grit-laden floor, while the yellow-handled end-cutting pliers maintain their firm mechanical grip on the stubborn metal loop as fine particulate matter settles around the embedded hardware and scattered metallic debris rests quietly in the dimly lit periphery of the industrial workspace, where the ambient atmosphere feels distinctly heavy and the surrounding architecture remains shrouded in deep shadow.",
+          "The camera continues its relentless tracking movement to the left, pushing further across the industrial environment until the original workspace completely exits the visual field and the perspective settles into a quieter, unoccupied zone without any vertical adjustment or focal shift; the frame now captures only a stretch of empty, shadow-drenched concrete flooring marked by faded tire tracks and old oil stains, alongside a distant stack of rusted steel beams that loom silently against the weathered brick wall, with ambient dust motes drifting through the stagnant air under the faint, flickering glow of a secondary safety lamp that barely penetrates the surrounding darkness, revealing only the cold, unfinished architecture of the abandoned storage bay where no tools or workers remain in sight and the silence feels absolute.",
+          "The camera reverses its trajectory and begins a deliberate tracking movement to the right, sliding back along the same horizontal plane to reorient toward the primary work zone while maintaining a consistent pacing that mirrors the initial departure without introducing any vertical adjustment or focal drift; the frame gradually brings the fractured edge of the concrete block back into view, revealing the gritty floor texture and scattered metal shavings as the dim overhead lighting begins to illuminate the workspace once more, while the yellow-handled pliers remain firmly clamped around the twisted metal loop and the heavy-duty gloved hand continues to steady the rough object against the lingering mechanical tension of the extraction process, restoring the familiar workshop atmosphere where the focused task resumes its steady rhythm and the surrounding clutter gradually comes back into focus.",
+          "The camera completes its return tracking movement to the right, smoothly locking back into the original framing position to fully restore the central viewpoint while holding steady on the renewed focal point without any abrupt settling or perspective shift; the frame clearly shows the rough concrete block centered once again, with the embedded metal loop now visibly deformed and partially extracted from the dense cementitious matrix, the yellow-handled pliers still gripping the stubborn hardware, and the heavy-duty gloved hand firmly stabilizing the fractured object under the focused beam of the work light as loose dust and fragmented concrete pieces rest quietly on the coarse floor, marking the successful completion of the extraction phase and highlighting the final state of the manipulated assembly within the illuminated workspace."
+        ]
+      }
+    },
+    "original_task_id": "a00456_00097",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_00691_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A massive explosion erupts in a forested area, launching a towering column of black smoke and fire. Numerous streams of burning debris shoot outward and upward in a radial pattern, expanding rapidly across the trees and river below.",
+          "The camera initiates a smooth clockwise orbit around the blast zone, and the towering column of black smoke and radiant orange fire continues to erupt violently into the humid evening air while the winding river below reflects the intense thermal glow, allowing countless streams of burning debris to trace bright, arcing trajectories through the dense canopy of tropical palm trees and lush vegetation as the steady rotational motion reveals the surrounding agricultural fields stretching toward the horizon, capturing the stark contrast between the peaceful rural landscape and the chaotic, expanding shockwave of incandescent fragments that rapidly consume the understory, maintaining a consistent aerial altitude that keeps the destructive radial pattern perfectly centered within the widening composition.",
+          "The camera continues its unwavering clockwise orbital trajectory, and the distant, smoke-hazed farmlands along with the serpentine waterway remain clearly visible as the initial eruption site completely vanishes from the frame, leaving the lingering atmospheric haze to diffuse the fading twilight, which casts a muted lavender glow over the untouched rice paddies and dense groves of banana plants that now dominate the visual field while the persistent rotational glide captures the subtle drift of high-altitude ash clouds moving against the wind, revealing a series of rolling hills shrouded in evening mist as the composition fully displaces the original blast coordinates, replacing the chaotic inferno with a tranquil, expansive panorama of rural topography where only the faint, rhythmic pulse of distant thunder hints at the ongoing destruction far behind the lens.",
+          "The camera reverses its rotational direction to execute a precise counterclockwise orbit, and the lingering thermal updrafts continue to stir the scattered remnants of charred foliage across the muddy riverbanks as the lens gradually arcs back toward the source of the disturbance, capturing the gradual return of heavy, soot-laden plumes drifting across the upper frame with their dark silhouettes starkly outlined against the dimming amber sky while the steady lateral rotation brings the edge of the devastated forest back into view, revealing the scorched earth and fallen trunks that line the watercourse as intermittent flashes of residual combustion flicker deep within the smoldering undergrowth, methodically narrowing the visual gap between the serene agricultural outskirts and the turbulent core of the explosion site until the drifting smoke begins to coalesce into a recognizable, concentrated mass once more.",
+          "The camera completes its counterclockwise orbital return, and the massive explosion crater along with its towering column of black smoke are fully re-established at the center of the composition as the rotational motion settles into a stable hover, clearly revealing the ongoing violent eruption with fresh streams of burning debris still shooting outward in a relentless radial pattern across the charred tree line and the sluggish, ash-choked river below while the restored viewpoint captures the intense contrast between the glowing molten fragments and the dense, billowing soot, highlighting the raw destructive power that continues to reshape the landscape as every detail of the initial action becomes vividly present again, from the fiery core at ground level to the expanding shockwave of embers, providing a definitive and unobstructed final perspective of the catastrophic event in its full, unrelenting intensity."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00691",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_00455_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blue cylindrical firework sitting on dry leaves vigorously shoots a fountain of bright white sparks and smoke straight up into the dark surroundings.",
+          "The camera initiates a deliberate upward crane motion, smoothly elevating the lens above the initial staging area while carefully controlling the vertical ascent speed; the lower section of the frame clearly reveals the blue cylindrical firework sitting securely on a scattered layer of dry brown leaves, vigorously emitting a dense fountain of bright white sparks and swirling gray smoke that cuts sharply through the dark nighttime environment. The intense artificial glare bounces off the surrounding rough soil and fragmented twigs, casting long, dancing shadows that stretch outward across the uneven terrain. The steady mechanical lift gradually alters the parallax relationship between the foreground debris and the distant tree line, enhancing the sense of depth while keeping the energetic pyrotechnic display perfectly centered within the composition. The rising perspective captures the raw kinetic energy of the burning propellant as it forcefully pushes against the cool night air.",
+          "The camera continues its relentless upward crane trajectory, ascending higher into the atmosphere with unwavering precision until the original ground-level setup completely vanishes from sight; the composition becomes entirely dominated by the vast inky expanse of the night sky, punctuated only by a few faintly glowing stars and the dark silhouettes of high tree branches that sway gently in the cool evening breeze. Without the artificial glare of the ground display, the natural darkness of the environment takes over as the primary visual element, creating a profound sense of isolation and quiet stillness. The lingering atmospheric haze drifts slowly across the upper frame, catching the subtle moonlight that filters through the dense canopy overhead. The smooth vertical progression emphasizes the sheer scale of the open space above, leaving the earlier pyrotechnic activity completely behind.",
+          "The camera initiates a controlled downward crane movement, reversing its previous vertical path and steadily descending back toward the earth while carefully modulating the speed of the mechanical drop; the upper canopy gradually recedes from view as the lens navigates through the cool night air, revealing the rough textures of aged bark and the faint outlines of surrounding underbrush that line the perimeter of the clearing. The ambient lighting shifts noticeably from the open sky’s subtle gradients to the deeper, richer tones of the ground-level environment, where earthy smells of damp soil and decomposing vegetation seem to permeate the scene. The steady descent builds a quiet sense of anticipation as the frame prepares to reconnect with the original staging area, moving through layered shadows with precise pacing.",
+          "The camera completes its smooth downward crane maneuver, settling precisely back into the original ground-level vantage point to fully restore the initial framing of the scene; the blue cylindrical firework sits firmly on the familiar patch of scattered dry leaves, its cardboard casing slightly blackened from heat while a gentle plume of residual white smoke continues to drift lazily upward into the dark surroundings. The bright fountain of sparks has now faded into a soft, lingering ember glow, casting a warm amber haze that highlights the intricate details of the fallen foliage and the moist earth beneath. The composition perfectly mirrors the opening perspective, confirming that the pyrotechnic display has reached its quiet conclusion while the surrounding night calmly absorbs the final traces of the energetic performance."
+        ]
+      }
+    },
+    "original_task_id": "a00843_00455",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00763_00324_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A watermelon on the far right detonates, violently shattering and spraying a mist of red pulp, seeds, and green rind fragments outward across the table and into the surrounding air.",
+          "The camera arcs clockwise in a steady outward rotation, capturing the immediate aftermath as the far-right watermelon violently detonates and sends a dense radial spray of crimson pulp, dark seeds, and jagged green rind fragments across the white folding table surface while the remaining four intact fruits sit motionless against a backdrop of dense sun-dappled deciduous foliage, with weathered wooden railroad ties behind the table providing a rough textured boundary that contrasts sharply with the sudden violent burst of color and the crisp clean lines of the black metal table legs anchoring the setup in the grassy clearing, where scattered shadows from overhead branches dance across the lawn as the initial shockwave settles into a steady drifting cloud of botanical residue.",
+          "The camera maintains its clockwise arc, sweeping steadily away from the initial impact zone until the original action area is completely excluded from the frame, leaving only the surrounding woodland environment and the peripheral consequences of the detonation in view, as sunlight filters heavily through a thick canopy of maple and oak leaves to cast long shifting patterns across the uneven grassy terrain and illuminate floating particles of red juice that drift like pollen on the gentle breeze, while the focus shifts to a cluster of weathered timber steps and a narrow dirt path winding deeper into the shaded underbrush where scattered fragments of green rind and drops of crimson moisture cling to the broad leaves of nearby ferns, emphasizing the far-reaching dispersion of the explosion while the distant sounds of rustling foliage and chirping insects underscore the quiet isolation of the forest setting.",
+          "The camera initiates its counterclockwise return arc, smoothly reversing its earlier rotational path as it gradually reorients toward the setup while tracking the lingering atmospheric effects of the blast, capturing the slow descent of heavier rind shards and the settling mist of red pulp that now coats the black metal support brackets and splashes against the weathered wooden ties in the background, as the shifting angle reveals patches of disturbed grass and scattered seeds glinting in the dappled sunlight, while the edges of the white plastic tabletop slowly re-enter the lower frame to provide a stark clean geometric contrast to the organic chaos surrounding it, effectively bridging the peripheral woodland scenery with the central event space and highlighting the gradual return to order as airborne debris continues its downward trajectory under the influence of gravity.",
+          "The camera completes its counterclockwise arc to re-establish the original vantage point, firmly locking back onto the central setup where the aftermath of the detonation is now fully visible and settled, as the white folding table dominates the foreground to clearly display the four remaining watermelons on the left side alongside the thoroughly shattered remains of the far-right fruit, which has been reduced to a wet crimson heap of exposed flesh, scattered dark seeds, and torn rind fragments clinging to the plastic surface, while the stack of aged railroad ties and the dense wall of green forest foliage provide a consistent natural backdrop behind the table, and the black metal legs remain firmly planted in the grass to ground the scene, with bright and even lighting highlighting the stark contrast between the intact round fruits and the violently disrupted mass to effectively restore the initial composition while documenting the final state of the explosive event."
+        ]
+      }
+    },
+    "original_task_id": "a00763_00324",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00673_00334_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A man fires a large silver handgun at watermelons resting on a white table, causing the fruit to violently explode into a cloud of red mist and flying green rind.",
+          "The camera initiates a smooth and continuous upward crane movement, gradually lifting the viewer's perspective away from the grassy ground level where the intense action is taking place. As the angle ascends, the frame captures the lush, dark green foliage of the dense tree line that serves as the natural backdrop for this outdoor shooting range, highlighting the thick vegetation surrounding the white folding table. The man, still clad in his light grey t-shirt with an American flag patch and a camouflage cap, remains in the lower portion of the shot, his posture steady as he holds the large silver handgun, while the remnants of the red watermelon mist begin to settle on the table surface.",
+          "The camera continues its steady and unrelenting ascent, craning higher into the air until the ground-level activity involving the shooter and the exploding fruit is completely obscured from view. The frame is now dominated entirely by the upper branches of the mature trees, their leaves rustling gently in the breeze against a backdrop of a bright, slightly overcast sky. The white table and the man are no longer visible, replaced by the natural texture of the forest canopy and the dappled sunlight playing across the leaves, creating a serene and quiet visual contrast to the violent explosions that were occurring just moments ago below.",
+          "The camera reverses its trajectory and begins a deliberate and steady crane down, descending from the high vantage point amongst the tree branches back toward the earth. As the lens lowers, the dense green leaves of the canopy slide out of the top of the frame, revealing more of the sky and the upper structure of the surrounding vegetation. The movement is smooth and controlled, signaling a return to the scene of the action, as the camera prepares to re-engage with the shooting range environment and the man waiting below with his weapon.",
+          "The camera completes its downward crane motion, settling back into the original eye-level perspective to fully re-establish the scene of the demonstration. The man in the grey shirt and cap is clearly visible again, standing beside the white folding table which is now heavily coated in a mess of red watermelon pulp and scattered green rind fragments. The large silver handgun is still held firmly in his hands as he surveys the destruction, and the background of green bushes and trees is once again clearly defined, bringing the focus back to the aftermath of the explosive display."
+        ]
+      }
+    },
+    "original_task_id": "a00673_00334",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_00896_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Massive orange flames and thick smoke erupt violently from the base of a rocket, rapidly expanding outward to engulf the surrounding launch tower structure as the engines ignite with intense power.",
+          "The camera initiates a steady orbit counterclockwise around the launch complex perimeter, smoothly navigating past the outer safety barricades and ground-level monitoring equipment while adjusting its focal length to track the shifting atmospheric conditions; the initial ignition sequence unleashes a catastrophic surge of superheated plasma that rapidly consumes the lower gantry, painting the weathered steel support beams in brilliant shades of amber and crimson as dense particulate smoke begins to spiral upward through the intricate lattice of maintenance walkways and hydraulic clamps that secure the vehicle to the pad, creating an intense thermal distortion that warps the surrounding atmosphere and reflects violently off the polished metallic surfaces of the adjacent fuel transfer lines, which rapidly expand and vibrate continuously under the immense acoustic pressure generating visible shockwaves across the tarmac.",
+          "The camera continues its persistent orbit counterclockwise across the facility grounds, sweeping decisively away from the primary ignition zone while maintaining a consistent altitude above the concrete access roads and service trenches; the towering rocket base and its accompanying fireball vanish completely from the frame, leaving only the stark industrial silhouette of an adjacent crimson-painted service crane, its intersecting metal girders catching the diffuse ambient glow, while a thick curtain of drifting vapor and scattered debris clouds slowly drift across the corrugated exterior walls of a distant equipment bunker and the empty asphalt pathways that lead toward the perimeter security fence, where stationary industrial floodlights remain completely inactive during the active launch sequence casting long, sharp shadows across the reinforced concrete foundations.",
+          "The camera begins a methodical orbit clockwise along the facility boundary, gradually tracing the curved perimeter of the launch pad while compensating for the accumulating atmospheric haze and acoustic vibrations shaking the stabilization rig; the peripheral edge of the blazing exhaust plume reemerges into view, illuminating the scorched concrete surfaces of the flame deflector trench while swirling vortices of black carbon particulates violently interact with the rotating amber warning beacons mounted along the reinforced safety barricades and the heavy steel blast doors that line the restricted zone, casting long, flickering shadows across the moisture-slicked drainage channels that channel excess coolant away from the primary combustion chamber creating a harsh contrast against the rapidly darkening evening sky.",
+          "The camera completes its calculated orbit clockwise to lock back onto the original staging perspective, fully re-establishing the central launch pad while stabilizing its lens assembly against the relentless shockwaves radiating outward from the thrust vectoring nozzles; the massive rocket engines now sustain a continuous, blinding torrent of molten thrust that completely obscures the underlying support structure, sending towering columns of incandescent gas and billowing dark smoke relentlessly upward past the skeletal framework of the service tower and the heavily reinforced concrete blast walls that anchor the entire assembly, washing out the horizon with an overwhelming radiance that temporarily blinds the distant observation cameras forcing automated optical adjustments across the entire monitoring network."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00896",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_00857_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A ground-based firework fountain erupts, violently shooting a chaotic stream of bright white and gold sparks upwards and outwards into the darkness, accompanied by billowing grey smoke and intermittent flashes of green light.",
+          "The camera executes a smooth crane down motion, steadily lowering its perspective toward the rough terrain while the violent firework fountain remains sharply anchored in the central field of view. A dense cascade of bright white and gold sparks erupts continuously from the smooth red ceramic vessel, scattering across the dark soil as thick clouds of grey smoke drift upward and intermittent flashes of vivid green light momentarily illuminate the surrounding emptiness and scattered fragments of burnt cardboard.",
+          "The camera maintains its downward crane trajectory, descending further until the lens completely abandons the ignition site while the frame becomes entirely consumed by the immediate foreground earth. Only the coarse texture of the dark ground and scattered patches of dry winter grass remain visible, entirely devoid of any luminous discharge or pyrotechnic residue, leaving the viewer suspended in a quiet shadowed expanse far removed from the initial spectacle.",
+          "The camera initiates a controlled crane up motion, gradually elevating the viewpoint back toward the original horizon line while faint traces of the earlier activity begin to reemerge along the lower boundary. Wisps of lingering grey smoke drift lazily across the composition, catching the faint afterglow of scattered embers that still smolder among the dark soil, signaling a quiet return to the primary performance zone.",
+          "The camera completes its upward crane adjustment, restoring the initial eye-level perspective while the full pyrotechnic setup reappears firmly centered within the composition. The red ceramic fountain now sits quietly amidst a settling haze of grey smoke, its surface still dotted with fading green reflections and a few stray gold sparks that continue to skitter weakly across the darkened ground."
+        ]
+      }
+    },
+    "original_task_id": "a00843_00857",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_01026_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire rolls forward on wet concrete, crushing a cluster of green, red, and pink water balloons that burst under the pressure, splashing water and leaving behind rubber scraps.",
+          "The camera tilts downward, revealing the heavy black tire tread as it begins to compress the cluster of green, red, and pink water balloons on the damp concrete surface.",
+          "The camera continues its steady downward tilt, shifting the frame entirely away from the tire and balloons to capture only the shallow rainwater puddles and weathered gray pavement streaked with reflected sunlight.",
+          "The camera begins tilting upward, gradually bringing the glistening wet ground back into view alongside the scattered fragments of yellow and blue rubber scraps left behind by the popped balloons.",
+          "The camera completes its upward tilt, re-establishing the original viewpoint to clearly display the car tire resting past the crushed water balloons and the water-splashed concrete littered with colorful deflated remnants."
+        ]
+      }
+    },
+    "original_task_id": "a00563_01026",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00565_01236_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand holds a small glass jar filled with red and black beads, shaking it slightly before tilting it to pour the beads onto the sand in front of a pink toy house.",
+          "The camera cranes up in a smooth, continuous vertical ascent that gradually elevates the optical axis while maintaining a fixed horizontal orientation across the miniature playset, and this deliberate upward trajectory steadily reveals the weathered white concrete wall serving as the backdrop behind the bright pink brick-patterned toy house alongside the neatly aligned orange wooden picket fence that stretches horizontally across the granular sand bed, where the soft afternoon sunlight casts gentle shadows across the textured terrain and highlights the smooth glass surface of the container resting near the arched entryways, creating a gradual expansion of the visible environment that emphasizes the spatial relationship between the foreground play area and the surrounding structural boundaries.",
+          "The camera continues its uninterrupted vertical crane movement that climbs steadily higher without any lateral drifting or rotational adjustments, and this sustained upward displacement completely removes the hand holding the jar and the scattered bead trail from the lower frame while prominently showcasing the crisp geometric lines of the blue circular window detail near the roofline and the distant patches of dry vegetation bordering the perimeter of the setup, leaving only the upper architectural elements and the bright sky reflection visible against the weathered stucco surface, effectively isolating the structural backdrop from the ground-level activity and ensuring the original action zone remains entirely outside the visible composition.",
+          "The camera initiates a controlled downward crane movement that smoothly reverses the previous vertical trajectory while gradually lowering the optical axis back toward the ground-level environment, and this deliberate descent slowly reintroduces the granular texture of the loose sand into the central viewing zone as the familiar orange wooden fence and the vibrant pink architectural elements gradually slide back into the midground under consistent daylight conditions, bringing the curved doorways and the scattered bead distribution back into partial focus while maintaining a steady optical path toward the original composition and preparing the frame for a complete visual restoration.",
+          "The camera completes its steady downward crane motion that seamlessly restores the original ground-level framing while centering the familiar sandbox arrangement within a balanced composition, and this final vertical adjustment precisely re-centers the pink brick-patterned toy house and the tilted glass container as the hand finishes pouring the remaining red and black beads onto the textured sand surface under clear natural illumination, allowing the viewer to observe the completed trail and the subtle indentations left by the rolling spheres, fully re-establishing the initial scene with absolute spatial clarity and confirming the final state of the poured contents."
+        ]
+      }
+    },
+    "original_task_id": "a00565_01236",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00729_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire rolls forward, crushing a plastic container filled with layered slime and colorful water beads. The container bursts under the pressure, scattering the beads and spilling the orange slime onto the asphalt.",
+          "The camera arcs clockwise around the impact zone, and the flattened plastic tub, vibrant green and yellow water beads scattered across the rough asphalt, and a thick ribbon of orange slime pressed against the tire tread come into view.",
+          "The camera continues to arc clockwise away from the crush site, and a quiet stretch of empty pavement bordered by a weathered concrete curb and dappled afternoon sunlight fills the frame.",
+          "The camera begins to arc counterclockwise back toward the impact zone, and the scattered multicolored gel spheres along with the black rubber sidewall of the vehicle gradually enter the peripheral view.",
+          "The camera completes its arc counterclockwise to the initial vantage point, and the crushed container, the spilled orange slime pooling on the dark asphalt, and the stationary car tire resting beside the debris are clearly visible again."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00729",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_00367_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person strikes the white cue ball with a pool cue, sending it speeding across the table to collide forcefully with a racked triangle of colored balls, causing them to scatter and roll in various directions.",
+          "The camera initiates a deliberate vertical ascent, smoothly craning upwards to elevate the perspective away from the immediate action on the billiards table while maintaining a steady pace. As the lens climbs, the viewer retains a clear view of the smooth grey felt surface where the white cue ball has just shattered the tight triangular rack, sending the vibrant red, yellow, purple, and black balls scattering energetically toward the black rails and corner pockets, while the player's blue shirt sleeve and the slender shaft of the cue stick remain visible at the top right corner, anchoring the scene before the view shifts entirely upward.",
+          "The camera continues its steady upward climb, rising further into the room's atmosphere until the grey playing surface and the scattered pool balls slide completely out of the frame at the bottom edge. The view is now exclusively filled with the expansive deep blue carpet that surrounds the table, along with the dark, heavy frame of the billiards table adorned with small white diamond markers, creating an abstract composition of texture and color that signifies the camera has moved far beyond the original gaming area to a high vantage point near the ceiling lights.",
+          "The camera begins its return journey, craning downwards with a controlled, smooth motion that mirrors the initial departure but reverses the direction to bring the viewer back. As the lens descends, the frame is initially filled with the rich texture of the blue carpet and the sturdy black rails of the table frame, which serve as visual guides leading the eye back toward the center, anticipating the reappearance of the gaming surface while maintaining the high-angle perspective that emphasizes the layout of the room and the ambient lighting reflecting off the polished wood.",
+          "The camera completes its descent, settling back into the original high-angle overhead shot that fully re-establishes the pool table as the central subject of the video. The grey felt surface is once again clearly visible, displaying the new, randomized positions of the colored balls scattered across the table after the break, with the black eight-ball resting near the center diamond, while the player's arm and cue stick are seen resting at the right edge, confirming that the action has paused and the scene has returned to its initial state of observation."
+        ]
+      }
+    },
+    "original_task_id": "a00563_00367",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00677_00528_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A large green tank crashes through a brick building, sending clouds of dust and scattered debris flying as its tracks crush wooden beams and rubble while pushing forward through the collapsing structure.",
+          "The camera arcs counterclockwise along the debris field, revealing the armored green vehicle as its metal treads crush through splintered pine beams and fractured red bricks while thick gray dust plumes upward.",
+          "The camera continues arcing counterclockwise away from the breach, exposing a quiet adjacent alleyway where weathered wooden fences, scattered terracotta pots, and dappled sunlight filter through a canopy of mature oak trees.",
+          "The camera arcs clockwise toward the collapsing structure, presenting a dense cloud of pulverized mortar and floating ash that drifts past a leaning steel support column near the ruined perimeter.",
+          "The camera completes its clockwise rotation to reframe the impact zone, displaying the green tank as it drives through the shattered masonry with its tracks churning over broken bricks and settling dust under bright daylight."
+        ]
+      }
+    },
+    "original_task_id": "a00677_00528",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00800_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire rolls forward over a green watermelon resting on the asphalt. As the wheel applies pressure, the fruit bursts open, violently scattering red pulp and chunks of green rind across the pavement.",
+          "The camera executes a controlled downward crane movement, steadily descending through the bright outdoor lighting while maintaining its optical focus on the ground level, and the expanding visual field gradually reveals the massive Bridgestone tire resting heavily against the custom wooden support ramp, the perfectly spherical green watermelon positioned directly in its crushing path, the scattered crimson pulp fragments already staining the rough asphalt surface, and the sharp yellow warning decals on the wooden block that catch the midday sun, all of which establish a tense anticipation for the imminent structural failure and explosive fruit dispersion that will soon transform the quiet roadside scene into a chaotic display of red juice and shattered rind, accompanied by the subtle heat haze rising from the sun-warmed pavement.",
+          "The camera continues its uninterrupted downward crane trajectory, deliberately lowering its optical axis well below the original ground level to completely remove the vehicle wheel and fruit debris from the visual field, and the newly established vantage point exclusively frames a distant lower section of the asphalt lot where faded white parking lines intersect with deeply cracked concrete seams, scattered dry autumn leaves, and faint metallic oil residues that shimmer under the harsh overhead sunlight, entirely isolating this empty stretch of weathered pavement from the previous mechanical interaction while highlighting the rough granular texture of the road surface, the elongated shadows cast by nearby foliage, the subtle gradient of daylight fading toward the horizon, and the quiet atmospheric stillness that persists entirely apart from the violent crushing sequence happening just beyond the bottom edge of the frame, leaving only the undisturbed gray aggregate to dominate.",
+          "The camera initiates a controlled upward crane movement, steadily ascending through the bright outdoor atmosphere to reverse the previous descent and realign with the initial ground level, and the rising optical axis gradually brings back into view the chaotic scattering of crimson fruit pulp and jagged green rind fragments that now plaster the coarse asphalt, alongside the deep tread impressions left by the heavy Bridgestone tire, the glistening red juice trails soaking into the porous pavement, and the displaced wooden support block that remains slightly askew near the impact zone, collectively signaling a deliberate visual return toward the original crushing area while establishing the fragmented aftermath that precedes the full reconstitution of the primary scene, with the sunlight catching the wet sheen of the spilled contents and emphasizing the stark contrast between the destroyed organic matter and the rigid mechanical components.",
+          "The camera completes its steady upward crane trajectory, fully restoring the original high-angle perspective to precisely lock back onto the exact location of the mechanical impact, and the stabilized composition clearly displays the completely destroyed watermelon in its definitive final state, with the thick green rind split into multiple jagged sections, the vibrant crimson flesh thoroughly mashed into a wet pulpy slurry that spreads across the coarse asphalt, the heavy Bridgestone tire resting motionless on the angled wooden block, and the scattered fruit fragments forming a vivid radial pattern that thoroughly documents the successful completion of the crushing experiment under the bright natural daylight, while the sharp shadows and glistening juice trails emphasize the stark transformation from intact spherical fruit to flattened organic debris across the sunlit pavement."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00800",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00776_00048_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A doll's legs are shown jumping up and down on a small pink trampoline. The doll repeatedly bounces, lifting its feet off the white mesh surface and landing back down.",
+          "The camera tracks right across the smooth marble surface, gradually shifting the viewpoint while the doll's legs continue their rapid bouncing rhythm on the small pink trampoline with its clear white mesh netting.",
+          "The camera continues tracking right until the jumping figure completely exits the frame, leaving only a folded pink exercise mat, a metallic green sphere, and the light wooden wall panels in view.",
+          "The camera tracks left along the empty play area, steadily sweeping back toward the center as the bright pink frame of the trampoline reappears beside the scattered yellow and pink hoop rings.",
+          "The camera finishes tracking left and locks onto the original composition, fully restoring the view of the doll's feet repeatedly striking the white mesh surface of the pink trampoline."
+        ]
+      }
+    },
+    "original_task_id": "a00776_00048",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00237_00609_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand places wooden dominoes in a curved line, then a blue marble rolls down a multi-level wooden block structure and hits the first domino.",
+          "The camera arcs clockwise to shift its viewing angle, revealing the smooth white floor and the curved line of light wooden dominoes standing upright beside the block tower.",
+          "The camera continues to arc clockwise until the original setup is completely excluded, capturing only the blank expanse of the white table surface and the soft ambient reflections on the polished mat.",
+          "The camera arcs counterclockwise to start the return sequence, showing the empty workspace where gentle shadows stretch across the background and the far end of the domino path reappears on the right.",
+          "The camera finishes its counterclockwise arc to lock back onto the starting position, displaying the multi-level wooden block structure and the fully toppled domino chain resting on the white surface after the marble trigger."
+        ]
+      }
+    },
+    "original_task_id": "a00237_00609",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00447_00070_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A metal can sitting on a black table violently explodes, ejecting a massive spray of white foam and debris high into the air and scattering it across the gravel.",
+          "The camera begins a smooth, deliberate upward crane movement, slowly lifting the viewer's perspective away from the ground level to expand the vertical field of view. As the lens ascends, the black folding table remains anchored in the center of the frame, still coated in the sticky remnants of the white foam explosion, while the scattered chunks of yellow pineapple on the gray gravel become more clearly defined. The weathered, dark wooden retaining wall in the background stretches across the shot, its rough, rotting texture contrasting with the bright, harsh sunlight of the day. The rising motion gradually reveals more of the forest backdrop, bringing the leafless deciduous trees and the evergreen foliage on the right into sharper focus, expanding the scene while keeping the chaotic aftermath of the can explosion centrally framed.",
+          "The camera continues its steady vertical ascent, climbing higher into the air with a consistent speed that pushes the ground-level action further down and out of sight. Eventually, the black table, the gravel pit, and the wooden wall slide completely out of the bottom of the frame, leaving the original action area fully displaced and unseen. The view is now entirely dominated by the upper canopy of the forest, where a complex network of thin, gray branches interlaces against a clear, bright sky. Sunlight filters through the swaying boughs of a large evergreen tree on the right, creating dappled patterns of light and shadow. This high vantage point offers a serene contrast to the violence below, focusing solely on the natural environment and the quiet movement of the treetops in the breeze.",
+          "The camera reverses its trajectory, initiating a controlled and smooth descent downwards from the high canopy to return the viewer to the experiment site. As the lens lowers, the upper branches of the pine trees and the bare limbs of the hardwoods begin to slide upward and out of the frame, slowly revealing the man-made structures beneath. The dark, horizontal lines of the massive wooden retaining wall start to re-emerge in the lower portion of the shot, providing a solid visual anchor as the view returns to earth. The downward motion brings the texture of the weathered timber back into sharp focus, hinting at the destruction waiting just below the frame. The lighting remains consistent, casting strong shadows as the camera seeks to re-orient itself with the setup.",
+          "The camera completes its downward crane movement, settling back into the original wide framing to re-establish the scene and clearly display the results of the event. The black folding table comes back into full view, showing the aftermath of the violent explosion, with the table surface littered in white foam residue and the single metal can standing amidst the mess. The gray gravel ground is fully visible again, dotted with the yellow remains of the pineapples that were scattered across the area during the blast. The camera holds steady on this restored perspective, capturing the full context of the outdoor setup, with the wooden wall serving as a sturdy background and the bright sunlight illuminating the debris field in sharp, high-contrast detail."
+        ]
+      }
+    },
+    "original_task_id": "a00447_00070",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00043_00428_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person pours a steady stream of white granular substance, resembling rice or sugar, from a wide metal tray into a large stainless steel bowl resting on a dark surface.",
+          "The camera pans right, and the frame reveals the rough texture of the reddish-brown stone wall and a weathered wooden post standing near the edge of the paved area, while the bright sunlight highlights the dust on the ground.",
+          "The camera continues panning right, and the view shows only the uneven concrete ground and the lower section of the stone wall where shadows stretch across the surface, completely excluding the bowl and the person from the shot.",
+          "The camera pans left, and the scene captures the sunlit stone paving and the wooden support post coming back into view, guiding the eye toward the dark platform where the activity is centered.",
+          "The camera pans left, and the shot re-establishes the original scene by centering the large stainless steel bowl filled with a mound of white granules on the dark surface, with the person's legs visible standing next to it."
+        ]
+      }
+    },
+    "original_task_id": "a00043_00428",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00112_00847_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "An off-road vehicle moves rapidly along a dry dirt track while attached to a taut yellow tow strap, generating a thick, billowing cloud of brown dust that expands quickly.",
+          "The camera executes a deliberate vertical crane ascent, steadily elevating its mounting platform along a precisely guided mechanical trajectory that lifts the viewpoint higher above the uneven ground through a series of smooth, incremental adjustments, while the expanding visual field captures the sun-scorched earth stretching toward distant basalt cliffs, the rigid yellow tow strap vibrating under tension as it disappears into a turbulent cloud of pulverized soil that scatters across the dry riverbed, and the surrounding arid vegetation casting long, sharp shadows across the landscape as the lens continues its upward migration toward the cloudless azure canopy above, with the intense midday sunlight reflecting off the loose sediment and illuminating every swirling particle within the atmospheric haze.",
+          "The camera maintains its uninterrupted vertical crane trajectory, continuing to lift smoothly along the same calibrated axis until the original ground-level tracking zone vanishes completely from the lower edge of the composition, while the elevated perspective exclusively frames the sweeping panorama of the high desert plateau, revealing wind-swept sagebrush covering the rocky slopes, scattered dry washes carving through the pale soil, and the brilliant sun flaring gently near the top of the frame as the lens settles into a high-angle observational position, completely excluding the dirt track and the vehicle from view, emphasizing the vast isolation of the remote wilderness environment and the stark geological formations that dominate the horizon line, with the cool blue tones of the sky contrasting against the warm ochre hues of the exposed terrain.",
+          "The camera initiates a controlled vertical crane descent, steadily lowering its optical axis along the exact inverse mechanical path used during the ascent, while the descending viewpoint gradually reintroduces the lower terrain into the frame, showcasing the textured surface of the parched earth, the distant ridgeline beginning to anchor the upper portion of the composition, and the faint atmospheric haze lingering above the dry grassland as the lens methodically bridges the gap between the high aerial perspective and the ground level, with scattered juniper shrubs and weathered limestone outcrops slowly rising into view beneath the falling camera trajectory, capturing the shifting interplay of light and shadow across the undulating topography as the downward motion accelerates slightly toward the target zone, preparing the viewer for the imminent return to the primary focal point as the descent continues.",
+          "The camera completes its vertical crane descent, smoothly returning its mounting apparatus to the original ground-level elevation while stabilizing the optical axis to match the initial tracking alignment, while the restored perspective immediately recaptures the off-road vehicle speeding along the dusty trail, the taut yellow strap cutting through the thick brown dust cloud that continues to billow outward with relentless force, and the surrounding dry vegetation whipping past as the machine kicks up a fresh surge of soil under the bright sky, with the familiar rutted path and distant mountain backdrop perfectly realigned in the composition as the motion concludes, re-establishing the dynamic energy of the scene as the lens locks onto the rapidly advancing chassis, ensuring that every detail of the rugged machinery and the swirling particulate matter is sharply defined once again."
+        ]
+      }
+    },
+    "original_task_id": "a00112_00847",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00043_01032_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand pours a brown powder from a small jar into a metal bowl of flour, then uses fingers to mix and toss the ingredients together.",
+          "The camera tracks smoothly to the right, shifting the view away from the center of the metal bowl to reveal the clean, light-colored wooden surface of the table adjacent to the preparation area.",
+          "The camera continues its rightward movement until the bowl is completely out of frame, leaving only the empty expanse of the wood-grain countertop and the edge of a dark mat visible.",
+          "The camera reverses direction and tracks to the left, moving back across the wooden surface as the silver rim of the mixing bowl begins to slide back into the frame.",
+          "The camera settles back into the original top-down position, fully framing the stainless steel bowl where a hand is vigorously tossing the white flour and brown yeast powder together."
+        ]
+      }
+    },
+    "original_task_id": "a00043_01032",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00233_00090_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person wearing blue gloves pours white flour from a large white scoop into a shiny metal mixing bowl, creating a growing mound of powder.",
+          "The camera begins a smooth counterclockwise arc across the preparation surface, capturing the steady cascade of finely milled white flour pouring from a broad plastic scoop into a gleaming stainless steel mixing bowl while the bright blue nitrile gloves maintain a firm grip on the handle, and this shifting perspective highlights the warm natural daylight streaming through the nearby window to illuminate the growing mound of powder that forms delicate ridges inside the reflective interior alongside faint images of overhead wooden cabinetry shimmering along the curved metallic rim above a clean quartz countertop.",
+          "The camera continues its deliberate counterclockwise rotation away from the workstation, completely removing the mixing bowl and pouring action from view as the frame transitions to showcase the surrounding culinary environment bathed in soft morning illumination, and this new angle reveals pale wooden upper cabinets with minimalist hardware alongside a neatly organized open shelving unit displaying ceramic canisters beneath a large window dressed with sheer linen curtains that diffuse the incoming sunlight across matte white backsplash tiles and highlight the subtle grain of hardwood flooring.",
+          "The camera initiates a matching clockwise arc to reverse the previous trajectory, gradually sweeping back through the illuminated space while bringing the polished edge of the metal mixing bowl and a partial view of the blue-gloved hand back into the frame, and this returning perspective slowly reconstructs the culinary workspace by revealing the pristine quartz countertop surface alongside scattered stray flour particles near the container base and the curved silhouette of the white plastic scoop hovering above the rim under directional sunlight.",
+          "The camera completes its clockwise repositioning and settles back into the original vantage point, clearly framing the active preparation scene where a steady pour of white flour continues building a substantial textured mound inside the highly polished stainless steel vessel, and this restored composition displays the gloved hands maintaining a controlled tilt on the large white scoop to ensure a consistent flow of fine particulate that settles into soft peaks under bright natural lighting while secondary storage containers and subtle window reflections fully re-center attention on the process."
+        ]
+      }
+    },
+    "original_task_id": "a00233_00090",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00581_00452_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A dark, inclined conveyor belt continuously transports scattered clumps of brown earth and debris upwards towards a processing area near large white silos.",
+          "The camera begins a steady downward crane motion, shifting the frame to capture the rugged concrete foundations and heavy steel supports while the inclined belt remains partially visible in the upper corner.",
+          "The camera continues its controlled downward crane descent, moving entirely past the machinery base until the conveyor and its earthen cargo disappear from sight and only the shadowed dirt floor and scattered rocks remain.",
+          "The camera initiates a deliberate upward crane reversal, rising smoothly away from the ground level to bring the lower structural beams back into view as the focus gradually returns to the mid-height framework.",
+          "The camera completes its upward crane ascent, locking back onto the initial composition to fully restore the view of the dark inclined belt hauling brown soil clumps toward the large white silos under clear skies."
+        ]
+      }
+    },
+    "original_task_id": "a00581_00452",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00814_00048_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A vertical bandsaw blade steadily cuts through a thick, curved piece of lumber, following a blue marker line while sawdust accumulates on the black work surface.",
+          "The camera executes a steady, continuous pan to the left, deliberately shifting the lens away from the central workstation while maintaining a smooth horizontal velocity across the shop floor. This controlled movement reveals the adjacent wall-mounted storage racks packed with neatly organized hand tools, the faint reflection of overhead fluorescent lighting glinting off polished steel clamps, and the trailing edge of the black metal bandsaw table where a fresh crescent of pale yellow sawdust has just begun to settle, exposing how the natural grain of the surrounding pine shelving contrasts sharply with the industrial finish of the heavy machinery, all while the ambient hum of the workshop remains constant in the background.",
+          "The camera maintains its unbroken leftward pan, sweeping further across the room until the original cutting zone and the thick curved timber have completely vanished beyond the right frame boundary. The new composition exclusively highlights a large industrial dust collection unit mounted against the far concrete wall, its transparent plastic hose coiled neatly beside a heavy-duty rolling tool cabinet scarred with years of daily use, while natural daylight filters through a high transom window to cast long, soft shadows across a secondary workbench cluttered with measuring squares and grit sheets, confirming a full spatial displacement from the active machining area to a quiet storage corner.",
+          "The camera initiates a matching pan to the right, smoothly reversing its trajectory to begin the return sequence toward the primary cutting station. This deliberate horizontal shift gradually brings the wall-mounted hand tool racks back into view, captures the polished steel clamps once again catching the overhead fluorescent glow, and allows the trailing edge of the black metal bandsaw table to re-enter from the left side of the frame, while a fresh scattering of pale yellow sawdust becomes visible along the floorboards to trace the machine's recent path, methodically bridging the visual gap between the peripheral storage zone and the central workspace.",
+          "The camera completes its steady pan to the right, finally locking back onto the initial viewpoint to restore the original framing around the active bandsaw setup. The vertical cutting blade is now clearly positioned as it finishes its precise pass along the blue marker line, leaving a clean separation through the dense wood grain while a substantial mound of pale yellow sawdust rests undisturbed on the black work surface below, successfully re-establishing the primary woodworking scene with the cut segment slightly offset from the main block under bright workshop illumination that highlights the freshly exposed timber fibers."
+        ]
+      }
+    },
+    "original_task_id": "a00814_00048",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00923_00451_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blacksmith uses tongs and a metal bar to bend and separate the glowing red, heated arms of a metal workpiece resting on an anvil.",
+          "The camera cranes down from its initial height, framing the soot-stained iron anvil and scattered charcoal dust around its base.",
+          "The camera continues to crane down toward the workshop floor, showing only the cracked concrete ground and a pile of discarded scrap metal resting nearby.",
+          "The camera begins to crane up from the ground level, capturing the blacksmith's heavy leather apron and the worn wooden handle of a nearby hammer.",
+          "The camera cranes up to re-establish the original workspace, clearly showing the glowing red junction of the bent metal piece resting on the anvil as the blacksmith manipulates it with tongs."
+        ]
+      }
+    },
+    "original_task_id": "a00923_00451",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00132_00608_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A heavy mechanical press descends rapidly onto a glowing orange metal bar, forcefully crushing and flattening the hot steel against the lower die while debris scatters.",
+          "The camera initiates a smooth tracking motion to the right, gradually shifting the perspective away from the central forging station while maintaining a steady lateral pace across the industrial floor; the frame reveals the intense thermal radiation emanating from the freshly heated orange steel bar that continues to glow fiercely beneath the descending upper die of the heavy mechanical press, while small flakes of oxidized scale and scattered metallic debris accumulate on the worn lower die surface, all set against the dimly lit, soot-stained interior of the workshop where ambient heat shimmer distorts the surrounding air and heavy steel support columns anchor the massive hydraulic equipment to the reinforced concrete foundation.",
+          "The camera continues its uninterrupted tracking motion to the right, pushing the lateral displacement further until the central forging zone completely exits the frame and the original crushing action disappears from view entirely; the composition captures a cluttered row of heavy-duty storage racks filled with raw ingot blanks and coiled steel rods alongside a secondary grinding station equipped with abrasive wheels and coolant reservoirs, while stray sparks from distant welding operations illuminate the darkened periphery of the expansive manufacturing facility and dust particles drift slowly through the stagnant air near the concrete loading bays.",
+          "The camera initiates a deliberate tracking motion to the left, reversing the previous trajectory and beginning the paired return sequence that slowly guides the perspective back toward the central work zone; the lens captures the re-emerging edges of the massive press housing and heavy cast-iron guide columns while stray fragments of cooled slag and scattered metal shavings become visible on the workshop floor, all set against the backdrop of returning industrial elements like suspended cable reels and ventilation exhaust grates that gradually come back into alignment with the primary forging station.",
+          "The camera completes its smooth tracking motion to the left, fully restoring the original framing and re-establishing the central viewpoint that clearly displays the completed forging operation; the stabilized composition reveals the flattened and still-glowing orange steel bar resting securely on the lower die with its once-cylindrical shape now compressed into a broad rectangular plate, while the heavy upper press head remains fully descended and scattered flakes of dark oxidized scale lie strewn across the metallic work surface, all illuminated by the persistent radiant heat that continues to shimmer in the air around the freshly deformed workpiece."
+        ]
+      }
+    },
+    "original_task_id": "a00132_00608",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00785_00180_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hammer strikes a glowing orange metal rod placed on an anvil, repeatedly pounding the heated metal to flatten and elongate it.",
+          "The camera tilts upward away from the rough, pitted surface of the anvil, slowly revealing the blacksmith's hand gripping the long iron tongs while the glowing orange tip of the metal rod remains visible near the center of the frame.",
+          "The camera continues to tilt upward until the anvil and the heated metal rod are completely out of view, exposing the dark, soot-covered brick walls of the workshop and a faint, flickering light source from a forge in the background.",
+          "The camera tilts downward, moving past the heavy chains hanging from the ceiling and the blacksmith's leather apron, guiding the viewer's gaze back toward the workbench area where the metalworking is taking place.",
+          "The camera completes its downward tilt to re-establish the original action area, bringing the heavy steel anvil and the elongated, slightly cooling metal rod back into sharp focus as the hammering process is ready to resume."
+        ]
+      }
+    },
+    "original_task_id": "a00785_00180",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00550_00137_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blacksmith repeatedly strikes a glowing orange metal bar resting on an anvil with a hammer, shaping the heated material while sparks scatter upon impact.",
+          "The camera pans left across the workshop floor, and the frame captures a stack of weathered wooden planks and a rusted metal bucket resting near the tool rack.",
+          "The camera continues panning left, and the view shifts entirely to a shadowed storage corner lined with hanging leather aprons and a rack of cold steel chisels, leaving the anvil and glowing metal completely out of sight.",
+          "The camera begins panning right, and the frame sweeps past scattered iron filings and a sturdy workbench cluttered with heavy tongs and brass measuring gauges.",
+          "The camera completes its rightward pan to re-center the composition, and the original forging area returns into view with the heavy anvil and the intensely glowing orange metal bar clearly illuminated under the overhead lights."
+        ]
+      }
+    },
+    "original_task_id": "a00550_00137",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_01537_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A rocket engine ignites on a test stand, transitioning from billowing white vapor to a massive, expanding plume of bright orange fire and exhaust gases erupting downward.",
+          "The camera initiates a steady, mechanical tilt downward, gradually shifting the optical axis away from the elevated support structure and tracking the initial phases of the propulsion sequence as the viewpoint migrates toward the launch pad infrastructure, revealing the thick, billowing white vapor that violently erupts from the circular nozzle assembly, capturing the dense, turbulent clouds as they swirl outward and temporarily obscure the intricate steel framework of the test stand while highlighting the stark visual contrast between the pristine industrial machinery, the reinforced concrete drainage trenches, and the raw, uncontrolled thermal energy being released during the critical static fire test.",
+          "The camera maintains its relentless downward tilt, carrying the viewer's perspective completely past the ignition zone and the surrounding support apparatus until the rocket engine and its fiery exhaust are entirely eliminated from the visual field, presenting a fully displaced composition now dominated by the rugged, water-stained concrete pad and the expansive network of drainage trenches that crisscross the test site, revealing scattered thermal debris, heat-discoloration patterns on the pavement, and the distant perimeter fencing that marks the secure boundary of the launch facility while establishing a grounded, terrestrial context far removed from the mechanical drama occurring just outside the shot.",
+          "The camera begins a controlled upward tilt, reversing its previous trajectory and gradually lifting the frame away from the desolate concrete pad and drainage infrastructure that had dominated the lower perspective, sweeping back across the heat-scorched ground surface and the shadowed contours of the test site while slowly recovering the structural elements of the launch mount as the bright, incandescent glow of the burning propellant starts to bleed into the lower edges of the composition and the intense orange flames begin to illuminate the surrounding steel framework with a fierce, pulsating radiance.",
+          "The camera completes its upward tilt, seamlessly restoring the original overhead perspective and bringing the rocket engine, its massive support truss, and the violently expanding plume of bright orange fire back into sharp, centralized focus, once again capturing the full spectacle of the static test as the circular nozzle assembly channels a tremendous, roaring torrent of superheated exhaust gases directly into the reinforced deflector pit below while revealing the intricate lattice of steel beams, the billowing white and orange vapor clouds, and the stark industrial geometry of the test stand against the dusty terrain."
+        ]
+      }
+    },
+    "original_task_id": "a00106_01537",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_00563_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A small rectangular object on the ground violently erupts, shooting a dense fountain of bright orange sparks and intermittent white flashes into the darkness while releasing clouds of smoke.",
+          "The camera tilts downward, and the coarse, dry earth immediately surrounding the ignition site fills the lower frame as the initial spray of golden embers scatters across the dirt.",
+          "The camera continues its steady downward tilt, and only the shadowed, uneven soil and scattered pebbles beneath the blast zone remain in view while the eruption stays completely out of sight.",
+          "The camera initiates a smooth upward tilt, and the lower perimeter of the testing ground reappears where faint, drifting tendrils of gray smoke hover just above the darkened terrain.",
+          "The camera completes its upward return motion, and the original blast zone re-centers in the frame to clearly show the small rectangular casing still violently ejecting a dense fountain of bright orange sparks and thick white smoke into the night."
+        ]
+      }
+    },
+    "original_task_id": "a00843_00563",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00107_00694_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A gloved hand presses a metal chisel against a rapidly spinning wooden block mounted on a lathe, carving away material and sending a spray of wood shavings into the air as the surface is smoothed.",
+          "The camera arcs smoothly clockwise around the workshop setup, shifting the perspective to capture the lateral view of the lathe while the gloved operator continues to apply the metal chisel to the rapidly spinning wooden block. As the lens rotates, the frame highlights the dynamic spray of wood shavings being ejected from the contact point, emphasizing the texture of the accumulating sawdust on the metal tool rest and the subtle vibration of the machine components under the pressure of the carving process. The motion maintains a steady pace, keeping the interaction between the tool and the wood as the focal point while gradually introducing the cluttered background of the workbench filled with various woodworking accessories, such as small bottles of glue and discarded metal fragments, which sit coated in a layer of fine dust. The clockwise movement enhances the sense of three-dimensionality, revealing the curvature of the wooden piece as it rotates and the way the light catches the swirling patterns in the wood grain.",
+          "The camera continues its clockwise arc past the active carving station, sweeping the view away from the spinning wood and chisel until the lathe mechanism disappears entirely from the frame. This displacement reveals the broader context of the dusty workshop floor, focusing instead on a pile of raw timber logs and a heavy wooden stump resting near the periphery of the workspace. The rotation brings into view the scattered debris of previous projects, including small plastic containers and metal scraps resting on a secondary workbench, while the lighting shifts to catch the dust motes floating in the air near the edge of the room. The original action of smoothing the wooden block is completely obscured, replaced by the static stillness of the stored materials and the textured surface of the sawdust-covered ground. The lens lingers momentarily on a weathered wooden block with a central hole, emphasizing the rustic and utilitarian nature of the environment before the view becomes fully detached from the immediate activity of the lathe.",
+          "The camera initiates a counterclockwise arc to reverse the previous trajectory, swinging back from the area of stored timber logs toward the central workspace. As the lens pivots, the frame tracks across the rough, dust-laden concrete floor, catching glimpses of the heavy wooden stump and the scattered metal tools that mark the path back to the lathe. The motion is deliberate and mirrored, retracing the environmental context established during the departure phase while the ambient workshop sounds of the machinery become more distinct as the viewpoint approaches the source. The rotation gradually aligns the perspective with the direction of the machine, preparing to reintroduce the active carving scene by sweeping past the secondary workbench cluttered with adhesive bottles and small hardware items. The counterclockwise movement smoothly transitions the focus from the static background elements back toward the dynamic center of the room, anticipating the return of the spinning wood and the operator's steady hand.",
+          "The camera completes the counterclockwise arc and settles back into the original close-up position, fully re-establishing the view of the lathe where the gloved hand is firmly pressing the metal chisel against the now-smoothed wooden block. The spinning wood fills the frame once more, displaying the refined surface texture achieved through the carving process, while a continuous stream of fine wood shavings sprays outward from the contact point. The focus sharpens on the interaction between the tool and the material, highlighting the precision of the operator's grip and the rhythmic removal of material as the lathe rotates at high speed. This return to the initial viewpoint confirms the continuity of the action, showcasing the progress made on the wooden object amidst the chaotic yet controlled environment of the woodworking station. The camera stabilizes, allowing the viewer to observe the final stages of shaping the bowl, with the dust-covered gloves and the gleaming metal of the chisel contrasting against the warm tones of the turning timber."
+        ]
+      }
+    },
+    "original_task_id": "a00107_00694",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00550_00045_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blacksmith repeatedly strikes a glowing orange rectangular metal billet held by tongs on an anvil with a heavy hammer, deforming the hot steel as small sparks scatter with each impact.",
+          "The camera begins a steady pan left, and the frame reveals a stack of cooling metal tongs resting against a rough brick wall in the shadowed corner of the forge.",
+          "The camera continues the leftward pan, and the original action area disappears from view, leaving only a dusty shelf lined with iron files and a dim blue work light visible in the shot.",
+          "The camera reverses direction and starts a pan right, and the view captures a cluttered background where leather aprons hang from wooden hooks before the soot-stained anvil reappears at the edge.",
+          "The camera completes the pan right, and the original forging scene returns to focus, clearly displaying the blacksmith's hammer striking the glowing orange billet on the anvil with sparks scattering across the dark surface."
+        ]
+      }
+    },
+    "original_task_id": "a00550_00045",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00270_00023_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "An Uzbekistan Airways airplane lands on a wet runway, creating a large rooster tail of water spray as its wheels make contact and spoilers deploy on the wings.",
+          "The camera tilts upward as the aircraft makes initial contact with the ground; the frame captures the blue and white Uzbekistan Airways fuselage gliding just above the rain-slicked tarmac with a sudden burst of spray from the main landing gear.",
+          "The camera continues tilting upward until the landing strip completely vanishes from view; the shot displays only the dense overcast sky and the rusted upper sections of distant perimeter lighting towers against the heavy gray clouds.",
+          "The camera tilts downward to initiate the return sweep; the view reveals the dark boundary treeline and the amber glow of the approach path indicators emerging from the lower edge of the frame.",
+          "The camera completes its downward tilt to restore the original perspective; the frame clearly shows the Boeing 767-300ER rolling down the wet runway with its wing spoilers fully deployed and a massive rooster tail of water erupting behind the tires."
+        ]
+      }
+    },
+    "original_task_id": "a00270_00023",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00743_01705_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person throws a yellow disc that flies high through the air, gliding past green trees toward a metal disc golf basket with hanging chains.",
+          "The camera initiates a smooth pan to the left, keeping the yellow disc soaring through the air and the metal basket with hanging chains visible in the foreground as the perspective shifts slightly away from the center of action.",
+          "The camera continues the leftward pan, sweeping past the throwing zone until the player and the disc golf target are completely absent, revealing only a dense cluster of sunlit underbrush and a fallen log covered in moss.",
+          "The camera changes direction and begins a deliberate pan to the right, gliding back over the blurred greenery and the rough texture of a nearby tree trunk, preparing to reframe the original setting.",
+          "The camera finalizes the return pan to the right, re-establishing the original viewpoint where the metal disc golf basket with its silver chains is clearly visible again, centered in the frame as the yellow disc completes its approach."
+        ]
+      }
+    },
+    "original_task_id": "a00743_01705",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00815_00446_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skateboarder in a white shirt grinds along a metal railing, loses balance while dismounting, and falls hard onto the concrete pavement, sliding on his back.",
+          "The camera begins a steady counterclockwise orbit around the plaza, tracking the skateboarder in the white graphic tee as he grinds his trucks along the silver metal railing, capturing the tension in his posture against the backdrop of passing vehicles and the urban street environment.",
+          "The camera continues its counterclockwise sweep, panning away from the rail to focus entirely on the adjacent street corner where a silver hatchback is parked near a thick tree trunk, effectively removing the skateboarder and the initial obstacle from the frame to highlight the empty space he is about to occupy.",
+          "The camera reverses direction with a smooth clockwise orbit, swinging back past the textured bark of the plane tree and the grey concrete pavers, gradually revealing the chaotic energy of the street as the view shifts from the static parked cars back toward the area where the skater landed.",
+          "The camera completes its clockwise return to the original vantage point, firmly re-establishing the scene to show the skateboarder sprawled on his back on the pavement, sliding to a rest near the tree base with his board lying detached nearby, marking the conclusion of the failed trick."
+        ]
+      }
+    },
+    "original_task_id": "a00815_00446",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00815_00919_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skateboarder with long hair rides toward a metal rail, jumps onto it to attempt a grind, loses balance, and falls off onto the concrete pavement, sliding along the ground.",
+          "The camera initiates a steady downward tilt, revealing the sun-bleached concrete pavement and the vertical support posts of the metal rail.",
+          "The camera continues its smooth downward tilt, filling the frame with a patch of dry grass and a weathered red curb while the original skating zone remains completely hidden.",
+          "The camera begins a controlled upward tilt, bringing the shadowed trunk of a large oak tree and the adjacent green lawn into view.",
+          "The camera completes the upward tilt, restoring the original plaza scene where the long-haired skateboarder slides across the sunlit concrete near his overturned board."
+        ]
+      }
+    },
+    "original_task_id": "a00815_00919",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00903_00080_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A BMX rider launches off a high concrete ledge, soaring through the air before crashing hard onto the pavement, causing the bike and rider to tumble and roll across the ground.",
+          "The camera tilts upward, tracking the BMX rider as he propels himself off the high concrete ledge, revealing the expansive gray stone cladding of the building and the vertical lines of the window frames that dominate the background.",
+          "The camera continues its upward tilt, moving past the rider's initial launch point to focus exclusively on the upper levels of the modern structure, framing the blank concrete surfaces and distant foliage while the street and the crashing rider are completely excluded from the shot.",
+          "The camera begins a smooth downward tilt, descending from the upper architectural details and sweeping back toward the ground, guiding the viewer's attention away from the sky and back toward the urban plaza where the event took place.",
+          "The camera completes its downward tilt to restore the original perspective, bringing the paved plaza back into full view where the rider lies curled on the ground next to his bicycle, with the base of the stairs and nearby parked cars clearly visible again."
+        ]
+      }
+    },
+    "original_task_id": "a00903_00080",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00786_02269_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A bowler releases a black ball down a wooden lane. The ball rolls rapidly toward the white pins with red stripes, striking the formation and sending the pins scattering and tumbling across the deck.",
+          "The camera begins a smooth pan left, and the frame captures the gleaming black bowling ball as it accelerates down the polished maple lane toward the waiting white pins.",
+          "The camera continues the leftward pan, and the view shifts entirely to a dimly lit service corridor where the bowling lane and pins are completely absent from the shot.",
+          "The camera initiates a steady pan right, and the shot sweeps past the darkened side walls to gradually bring the glossy wooden gutters and pin deck back into focus.",
+          "The camera completes the rightward pan, and the perspective re-centers on the alley to clearly display the scattered white pins with red stripes tumbling across the dark sweep area after the impact."
+        ]
+      }
+    },
+    "original_task_id": "a00786_02269",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00629_00640_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hockey player in a black jersey skates with the puck while being pursued by an opponent. He loses his balance, falls to the ice, and slides forcefully into the boards.",
+          "The camera initiates a deliberate crane down motion, steadily lowering its elevated broadcast perspective toward the frozen playing surface while maintaining a smooth vertical trajectory; as the optical axis descends, the frame clearly captures the black-jerseyed forward gliding across the freshly resurfaced ice with precise stick control as his white-clad defender aggressively closes the distance along the adjacent hash marks, all illuminated by the harsh overhead arena lights that cast sharp reflections across the cold expanse and highlight the vibrant advertising graphics mounted along the perimeter boards, effectively setting the stage for the impending physical engagement near the defensive zone where the players' blades continue to carve intricate patterns into the compacted snow, creating a dynamic visual contrast between the swift athletic movement and the rigid, frozen environment that demands constant balance and precision.",
+          "The camera continues its steady crane down trajectory, pushing the optical viewpoint further toward the rink floor until the initial skating zone completely disappears from the frame; as the descent reaches its lowest point, the lens now frames only the textured grooves and snow spray accumulating along the yellow kickplate at the base of the dasher boards, where the harsh overhead spotlights cast long, distorted shadows across the damp rubber matting and reveal the intricate network of skate marks etched into the cold, hard surface beneath the protective glass, completely isolating the foundational elements of the arena infrastructure while the dynamic player movement vanishes entirely from sight, leaving only the stark, unyielding materials of the rink's lower boundary in full view, where the accumulated ice shavings and moisture create a gritty, textured landscape that emphasizes the mechanical durability required for professional competition.",
+          "The camera begins a controlled crane up maneuver, gradually elevating its position away from the floor-level perspective and reclaiming the vertical space above the ice; as the ascent progresses, the frame slowly reintroduces the lower sections of the transparent acrylic barrier along with the metallic stanchions that secure the rink glass, allowing the ambient arena atmosphere to filter back into view through the subtle reflections on the curved safety panels and the distant blur of spectator seating that begins to emerge in the upper periphery, effectively bridging the gap between the grounded structural details and the broader competitive environment that awaits reentry into the composition, gradually restoring the spatial context necessary to understand the full scope of the game while the rising perspective reveals the interplay of artificial illumination and translucent materials that define the modern hockey arena experience.",
+          "The camera completes its steady crane up sequence, restoring the original broadcast elevation and aligning the optical axis back toward the center of the playing surface; as the viewpoint stabilizes, the frame clearly reveals the fallen athlete in the black jersey sliding to a halt against the padded boards while his stick lies discarded on the frosty expanse, surrounded by the scattered markings of the defensive zone and the crisp boundary lines that frame the intense physical confrontation now fully visible once more, successfully returning the audience to the primary point of interest where the impact and subsequent recovery unfold under the bright stadium illumination, re-centering the narrative on the critical moment of athletic collision and ensuring that the viewer's attention is firmly anchored to the original action zone as the sequence reaches its conclusive visual resolution."
+        ]
+      }
+    },
+    "original_task_id": "a00629_00640",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00204_01516_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Two players in yellow shirts vigorously sweep the ice with brooms in front of a sliding yellow curling stone, guiding its path down the rink towards the target circle.",
+          "The camera tracks right, shifting the view along the polished white ice to reveal the blue sideboards and the red and blue \"World Curling\" logos as the sweepers continue their motion.",
+          "The camera continues tracking right, panning completely away from the athletes until the yellow shirts and the sliding stone are no longer visible, leaving only the empty ice sheet and the green \"Arla\" logo in the frame.",
+          "The camera tracks left, reversing direction along the rink boundary to bring the blue \"Swedish Winter Sports Research Centre\" advertisement back into view as the lens moves toward the active play area.",
+          "The camera tracks left to re-establish the original viewpoint, centering the frame once more on the two players in yellow shirts vigorously sweeping the ice in front of the yellow stone as it sits within the blue target circle."
+        ]
+      }
+    },
+    "original_task_id": "a00204_01516",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00206_00877_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Large chunks of white ice are dropped into a clear glass resting on a white surface, landing at the bottom one by one.",
+          "The camera begins panning right, shifting the clear glass and its smooth white countertop toward the left edge of the frame while maintaining a steady overhead perspective.",
+          "The camera continues panning right, revealing only an unmarked expanse of the bright white surface and soft ambient lighting while the original drinking setup remains completely out of sight.",
+          "The camera starts panning left, sweeping across the pristine table area to bring the workspace edge and subtle shadow gradients into view as it retraces its previous trajectory.",
+          "The camera completes panning left, re-centering the frame to clearly show the clear glass on the white surface, now holding the accumulated ice chunks under steady lighting."
+        ]
+      }
+    },
+    "original_task_id": "a00206_00877",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00903_00032_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person wearing a purple hat rides a blue BMX bike toward a low metal rail, attempts to grind along it, slips off the bike mid-trick, and tumbles onto the sidewalk.",
+          "The camera initiates a smooth lateral track to the left, steadily advancing along the quiet residential street while revealing a green municipal trash bin positioned beside a weathered wooden fence that borders the front lawn. The overcast daylight softly illuminates the damp asphalt roadway, highlighting faded white lane markings and a row of parked vehicles that includes a bright red hatchback alongside a dark gray sedan stationed near the curb, as the tracking movement continues at a consistent pace to capture the textured brick facade of a nearby house and the neatly trimmed grass verges shifting toward the right edge of the composition.",
+          "The camera persists in its uninterrupted leftward tracking motion, deliberately sweeping past the initial stunt zone to frame a tall corrugated metal gate marked with faded white graffiti tags alongside a narrow paved driveway that leads toward a secondary brick residence. Leafless spring trees sway gently against a muted gray sky, their bare branches contrasting with a series of identical utility boxes and concrete drainage grates that line the edge of the empty roadway, while the continuous lateral glide leaves the original riding location completely behind to present only distant parked cars and residential fencing within the newly established viewpoint.",
+          "The camera reverses its trajectory with a controlled rightward tracking sequence, smoothly gliding back toward the initial performance area while gradually reintroducing familiar streetscape elements into the composition. As the lens moves past the same concrete drainage grates and residential boundary structures, the damp asphalt and neatly trimmed grass verges reappear under the flat overcast lighting, while the distant silhouette of a brick house slowly emerges on the right side of the frame to allow parked vehicles and weathered wooden fences to slide back into view as the perspective steadily converges toward the original riding corridor.",
+          "The camera completes its synchronized rightward tracking maneuver, settling precisely into the original vantage point to clearly reframe the aftermath of the failed trick on the concrete curb. The blue BMX bicycle rests upside down against the low metal rail, its thick tires pointing skyward while the fallen rider sits slumped on the gray pavement, adjusting his purple beanie and brushing dirt from his black jacket, as surrounding details like the chipped white door of the adjacent house and scattered green grass patches remain sharply in focus under the flat daylight to fully restore the initial action zone and capture the exhausted posture of the cyclist exactly where the sequence began."
+        ]
+      }
+    },
+    "original_task_id": "a00903_00032",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00280_00363_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skier descends rapidly down a steep, snow-covered mountain slope, navigating around scattered dark rocks while kicking up a large spray of white powder with each turn.",
+          "The camera begins a steady clockwise orbit around the mountain face, capturing the sunlit granite boulders and the trailing plume of fresh powder as the skier carves downward.",
+          "The camera continues the same clockwise arc, shifting the frame entirely away from the descent to reveal a distant, shadowed ridge line draped in wind-swept snowdrifts.",
+          "The camera initiates a counterclockwise orbit to reverse the trajectory, panning back across frost-covered scree fields and catching the sharp glint of sunlight on exposed rock faces.",
+          "The camera completes the counterclockwise return swing, realigning with the initial perspective to bring the steep snowy slope back into view where the skier navigates past scattered dark boulders."
+        ]
+      }
+    },
+    "original_task_id": "a00280_00363",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00238_00133_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Glass marbles roll along carved wooden tracks, dropping into curved channels and striking a pivoting wooden hammer that swings back and forth.",
+          "The camera smoothly cranes downward while maintaining a perfectly level horizon, gradually shifting the visual focus away from the upper rolling assembly toward the foundational timber supports of the marble run; this deliberate vertical descent reveals the intricate joinery of the light-colored pine base where polished glass marbles with swirling blue and green cores rest momentarily in carved wooden recesses before continuing their kinetic journey under soft diffused daylight that highlights subtle grain patterns and precise router marks along every track edge while emphasizing the careful craftsmanship involved in constructing this mechanical toy that rests securely upon the slatted workbench, where the natural amber tones of the hardwood provide a warm contrast to the cool translucence of the rolling spheres as they navigate the carefully calibrated slopes designed to maintain consistent velocity throughout the entire course.",
+          "The camera continues its controlled crane down motion, steadily descending past the midpoint of the support structure until the upper marble tracks and swinging hammer mechanism completely disappear beyond the top edge of the frame; this fully displaced viewpoint isolates the interlocking wooden blocks that form the stable foundation along with scattered wood shavings and fine sawdust resting on the warm-toned slatted surface while natural ambient light casts soft shadows across the dovetail-style connections to reveal the precise alignment of vertical posts and horizontal rails that quietly distribute the structural load, creating a grounded composition that emphasizes the raw materiality and unadorned beauty of the construction process without any distracting kinetic elements to draw the eye away from the sturdy craftsmanship.",
+          "The camera reverses its trajectory with a smooth crane up motion, steadily rising from the foundational base toward the midsection of the wooden apparatus while keeping the lens perfectly level; this initial phase of the return movement gradually brings back into view the lower curved transition channels and the precisely routed grooves where the glass marbles accelerate before launching toward the impact zone under consistent overhead lighting that accentuates the clean geometric lines of the vertical support columns and the metallic pivot pin embedded in the swinging hammer arm, reorienting the viewer toward the central mechanism while carefully tracing the path of the marbles as they prepare to trigger the next cycle of kinetic energy transfer through the handcrafted assembly.",
+          "The camera completes its upward crane motion, returning to the exact original elevation and perfectly re-establishing the full operational view of the marble run system; this final shot restores the complete kinetic scene where the carved wooden tracks guide the translucent blue and green glass marbles into the curved catch basin to precisely strike the pivoting wooden hammer and set it into a rhythmic back-and-forth swing under bright natural illumination that emphasizes the smooth finish of the router-cut channels and the subtle wear marks on the impact block, clearly displaying the harmonious interaction between the rolling spheres and the handcrafted wooden mechanism exactly as it appeared before the camera departure while the surrounding slatted background remains softly out of focus."
+        ]
+      }
+    },
+    "original_task_id": "a00238_00133",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00783_00136_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A shirtless man in green shorts runs across a wooden platform and leaps off the edge, falling through the air before splashing heavily into the murky water below.",
+          "The camera initiates a smooth downward tilt, tracking the shirtless man in green shorts as he sprints across the weathered wooden planks of the elevated platform structure.",
+          "The camera maintains the downward tilt, shifting the frame entirely away from the high deck to capture the murky brown water and the large concrete alligator sculpture on the shore.",
+          "The camera begins a steady upward tilt, rising from the chaotic splash zone to reveal the dark, rippling surface of the pond and the nearby floating plywood dock.",
+          "The camera completes the upward tilt, bringing the wooden railing and the tattered black flags back into the frame to re-establish the original launching point of the jump."
+        ]
+      }
+    },
+    "original_task_id": "a00783_00136",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00651_01301_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Turbulent white foam churns and bubbles vigorously across the surface of dark green water, creating a splashing wake that continuously expands and mixes with the surrounding ripples.",
+          "The camera initiates a steady clockwise orbital sweep along the water's edge, and the vigorous churn of turbulent white foam fractures into bubbled clusters across the dark green surface.",
+          "The camera continues its uninterrupted clockwise rotation away from the disturbance, and a calm expanse of undisturbed dark green water marked by faint concentric ripples and scattered sunlight glints fills the frame.",
+          "The camera begins a deliberate counterclockwise orbital trajectory back toward the source, and the trailing edge of the expanding froth merges with fresh bubbles across the darker liquid.",
+          "The camera completes its counterclockwise orbital return to the starting position, and the turbulent white foam vigorously churns and splashes across the dark green water exactly as before."
+        ]
+      }
+    },
+    "original_task_id": "a00651_01301",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00561_00108_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand dangles a crawfish just above the calm water surface until a large fish suddenly lunges upward, snatching the bait in its mouth and creating a violent splash as it thrashes back down.",
+          "The camera initiates a smooth counterclockwise orbital trajectory along the water's edge, gradually shifting its perspective away from the initial strike zone while maintaining a steady horizontal plane; as the lens continues its deliberate rotation, the frame captures the dark glassy surface of the pond reflecting the overhanging green willow branches alongside the lingering concentric ripples that slowly expand outward from where the predatory fish violently thrashed moments before, with faint sunlight glinting off the disturbed droplets suspended in the humid air and the muddy shoreline vegetation gently swaying in the quiet breeze, framing a tranquil natural setting.",
+          "The camera maintains its continuous counterclockwise orbital path, sweeping further along the perimeter to completely abandon the original feeding location while tracking the natural curvature of the embankment; in this fully displaced perspective, the viewer observes a dense thicket of cattails and submerged aquatic weeds dominating the foreground as their rustling leaves catch the dappled sunlight while the calm water stretches toward a weathered wooden dock in the distance, shifting the visual focus entirely to a quiet cove where dragonflies hover above the reeds and smooth river stones line the shallow bank.",
+          "The camera reverses its directional momentum and begins a deliberate clockwise orbital sweep, steadily guiding the viewpoint back toward the central aquatic stage while compensating for the earlier lateral displacement; through the shifting aperture, the frame gradually reintroduces the familiar shoreline contours and the glossy water surface where scattered patches of floating duckweed drift lazily in the gentle current and the damp earth of the bank glistens under the steady afternoon illumination, marking a steady navigational return as distant bird calls echo across the still air and cumulus clouds reflect on the liquid mirror.",
+          "The camera completes its clockwise orbital rotation and locks back onto the original strike zone, perfectly realigning the optical axis to restore the initial compositional framing while stabilizing all lateral drift; within the re-established view, the turbulent water surface continues to settle into expanding rings as the dark silhouette of the submerged predator remains faintly visible beneath the murk and the overhanging willow branches once again drape into the upper frame, documenting the settling aftermath as residual bubbles pop near the muddy bottom and the discarded crawfish shell drifts through the sunlit water."
+        ]
+      }
+    },
+    "original_task_id": "a00561_00108",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00102_01345_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A mesh strainer filters a translucent pink liquid into a dark bowl, with thin streams dripping down to create ripples and clusters of bubbles on the surface of the red juice.",
+          "The camera tracks right to reveal the wooden table surface surrounding the dark bowl, while the mesh strainer remains positioned above the vibrant red liquid as fresh pink streams continue to drip and disturb the glossy surface with expanding bubbles.",
+          "The camera continues tracking right, shifting the frame completely away from the bowl and strainer to focus on the adjacent section of the rustic wooden worktable, where soft natural light highlights the grain of the timber and a blurred glass jar sitting in the background.",
+          "The camera tracks left to begin the return movement, bringing the edge of the dark ceramic bowl back into view while the surrounding wooden surface slides past, suggesting the approach to the juice preparation area where the pink liquid is being collected.",
+          "The camera completes its track left to re-establish the original viewpoint, centering the dark bowl once again as the mesh strainer filters translucent pink streams into the red juice, causing new clusters of bubbles to form and ripple across the shiny surface."
+        ]
+      }
+    },
+    "original_task_id": "a00102_01345",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00503_01377_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person directs a high-pressure water spray from a nozzle along a dirty stone window sill and brick wall, washing away grime and debris as the stream moves back and forth across the surface.",
+          "The camera initiates a steady lateral pan left, smoothly tracking along the exterior brickwork while the high-pressure spray continues its rhythmic sweeping motion across the weathered stone ledge, revealing the stark contrast between the freshly rinsed surface and the accumulated layers of stubborn grime that cling to the lower masonry, with bright afternoon sunlight catching the fine mist as it drifts downward onto the damp soil and tangled green foliage below, highlighting the intricate texture of the wet bricks and the deliberate, methodical progress of the cleaning operation as the nozzle steadily advances toward the shadowed corner of the garden bed, where dense mature climbing vines cast dappled patterns across the dampened wall surface while the operator maintains a firm grip on the heavy hose assembly to ensure consistent water pressure throughout the entire washing sequence without interrupting the smooth visual transition across the residential facade and surrounding landscaping elements.",
+          "The camera continues its uninterrupted lateral pan left, drifting past the original cleaning zone until the window sill and active spray are completely excluded from the frame, showcasing a broader section of the red brick exterior wall that is heavily shaded by overhanging tree branches, where scattered leaves rest against the mortar lines and a narrow drainage channel runs parallel to the foundation, illuminated by filtered daylight that emphasizes the rough texture of the aged masonry and the quiet stillness of this untouched garden corner, far removed from the initial washing activity, while the lens steadily captures the intricate patterns of creeping ivy that climb vertically up the dampened surfaces, highlighting how natural vegetation gradually integrates with the architectural stonework over many seasons of exposure to rainfall, creating a serene botanical tableau that stands in quiet contrast to the maintenance task.",
+          "The camera initiates a deliberate lateral pan right, smoothly retracing its previous path along the brick facade while the frame gradually reveals a cluster of leafy shrubs growing near the base of the wall, where droplets of residual moisture cling to the vibrant green foliage and cast reflections under the bright sun, emphasizing the lush vitality of the garden planting and the boundary between the cultivated vegetation and the structural masonry, as the steady movement begins to pull the viewer back toward the focal point of the cleaning sequence, while the shifting perspective slowly brings the white painted window frame back into view, revealing how the light catches the dampened stone ledge and highlights the clean streaks left by the water, contrasting with the areas awaiting treatment, restoring the familiar composition for the reestablishment of the washing activity.",
+          "The camera completes its steady lateral pan right, smoothly returning to the initial vantage point while the frame fully captures the freshly cleaned stone window sill and surrounding red brick wall once more, showcasing the transformation achieved by the high-pressure spray as water continues to sheet off the masonry, with sunlight gleaming off the wet surface and illuminating the white window frame that stands out against the saturated bricks, while the operator adjusts the nozzle angle to rinse away the last traces of loosened debris, leaving the feature visibly refreshed and free of accumulated grime, as the mist settles onto the garden bed and allows viewers to appreciate the removal of dirt and the polished appearance of the residential facade under the afternoon sky."
+        ]
+      }
+    },
+    "original_task_id": "a00503_01377",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00440_01043_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire rolls over a row of colorful balloons with faces drawn on them, popping them sequentially from right to left and spraying water onto the concrete.",
+          "The camera tilts down from the initial mid-level perspective, shifting the focus toward the ground as the black rubber tire begins to crush the green and blue balloons, highlighting the wet concrete texture and the spray of water escaping the latex.",
+          "The camera continues its downward tilt, completely displacing the original action area from the frame so that the car tire and the row of balloons are no longer visible, leaving only the stained, damp pavement and scattered water droplets in view.",
+          "The camera begins to tilt upward, initiating the return motion as the frame starts to recapture the lower section of the scene, bringing the wet sheen on the concrete and the deflated remnants of the pink balloon back into the bottom of the shot.",
+          "The camera completes the upward tilt to re-establish the original viewpoint, clearly displaying the entire row of popped balloons with their distorted emoji faces lying flat on the wet ground alongside the silver car wheel and tire."
+        ]
+      }
+    },
+    "original_task_id": "a00440_01043",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00705_00059_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Popcorn pieces fall into a black pan containing yellow liquid eggs, accumulating on the surface, before a wooden spatula stirs the mixture, blending the white popcorn into the cooking eggs.",
+          "The camera tracks left, sliding the view along the rim of the black pan to reveal the textured inner surface and the wooden spatula tip, while the yellow egg mixture and floating popcorn kernels drift out of the frame toward the right.",
+          "The camera continues its leftward pan, fully displacing the cooking area to focus on the dark stovetop grates and the matte exterior curve of the skillet handle, leaving the bubbling contents completely out of sight in the shadowed background.",
+          "The camera tracks right, reversing direction to sweep back across the dark metallic burner and the skillet's handle, gradually restoring the view of the pan's edge as the lighting catches the sheen of the cookware material.",
+          "The camera finishes its rightward movement to re-establish the center frame on the black pan, showing the wooden spatula mixing the white popcorn into the yellow eggs, with the sizzling liquid and popped kernels clearly visible in their final cooking state."
+        ]
+      }
+    },
+    "original_task_id": "a00705_00059",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00787_00007_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blue balloon drops onto a stone floor and bounces, rebounding upwards and falling back down multiple times in a rhythmic motion.",
+          "The camera initiates a steady pan right along the textured floorboards, smoothly tracking past the chipped edges and faded varnish; the frame now captures a neglected storage corner where a row of rusted metal shelves stands against a damp concrete wall, holding fractured glass jars and tangled ropes that catch the ambient glow of a flickering overhead bulb suspended from a blackened ceiling beam, while a stack of mildewed wooden crates marked with faded shipping labels rests near a narrow window sealed with grime that allows only a thin ribbon of grey afternoon light to slice across the accumulated layers of dirt and scattered cobwebs clinging to the rough brickwork, casting deep amber shadows that slowly migrate across the cracked plaster as the mechanical whir of the lens housing underscores the quiet transition away from the central impact zone entirely.",
+          "The camera continues its deliberate pan right across the dimly lit expanse, smoothly gliding past the weathered support pillars and scattered equipment; the view now reveals a completely different section of the warehouse where heavy canvas tarps drape over unidentifiable machinery, illuminated by the harsh glare of a single industrial work lamp mounted on a rolling cart, while the cold stone flooring gives way to compacted earth and scattered gravel that stretches toward a reinforced steel door marked with peeling hazard warnings, ensuring that the initial bouncing zone has disappeared from the frame as the lens sweeps past empty shelving units coated in thick grey dust and a collapsed cardboard box resting near a drainage grate that echoes with the drip of condensation from a leaking overhead pipe, casting elongated silhouettes against the damp masonry walls while the stale air carries the scent of oxidized metal and aged timber throughout the deserted corridor.",
+          "The camera reverses its trajectory with a controlled pan left across the shadowed corridor, steadily retracing its path past the damp masonry walls and oxidized fixtures; the composition now brings the familiar warehouse interior back into view, where the scattered gravel and compacted earth gradually transition back into the original weathered stone tiles, illuminated by the soft ambient glow of distant skylights filtering through accumulated grime, while the heavy canvas tarps and industrial cart slowly slide toward the right edge of the frame, reorienting the viewer toward the central open space where the rhythmic activity originally unfolded, accompanied by the hum of settling infrastructure and the faint rustle of loose papers shifting across the surface as the lens realigns with the primary focal point of the abandoned room, casting diagonal shadows that stretch across the chipped plaster and fractured floorboards while the cool evening breeze drifts through the ventilation shafts, stirring the atmosphere.",
+          "The camera completes its return pan left across the expansive floor, smoothly centering the frame on the familiar stone tiling to fully restore the initial vantage point; the shot now displays the blue balloon continuing its rhythmic bouncing motion against the worn wooden planks, illuminated by the wash of cool artificial lighting that highlights the scuffed surfaces and scattered dust, while the surrounding warehouse architecture remains static in the background, confirming that the primary subject has remained in place throughout the cinematic excursion, with the soft rubber impacts echoing against the cold masonry walls as the lens finally locks onto the repeating vertical trajectory, capturing the deformation of the inflated sphere upon each descent and the sway of its knotted neck against the dimly lit ground, casting elastic shadows that ripple across the cracked grout lines while the temperature drops slightly near the exposed brick columns, grounding the scene in tangible realism."
+        ]
+      }
+    },
+    "original_task_id": "a00787_00007",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00447_00579_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A decorated car tire rolls forward over a line of colorful water balloons, sequentially bursting them and spraying water onto the red surface covered in confetti.",
+          "The camera executes a smooth clockwise orbit that steadily pivots around the entire festive arrangement, and the frame reveals how the polished silver alloy wheel embellished with a continuous band of golden rhinestones and cheerful emoji decals gradually advances over the initial yellow and pink water balloons while the untouched green, blue, and magenta spheres still rest in a neat row beneath the heavy black rubber tread, their stretched latex surfaces gleaming under the bright overhead lighting as early sprays of clear liquid erupt and scatter across the deeply textured crimson carpet that is thoroughly littered with iridescent confetti strips and scattered glass beads.",
+          "The camera continues its deliberate clockwise rotation that fully shifts the viewing angle away from the central zone, and the frame displays only the empty expanse of the deep red felt surface stretching toward the periphery where scattered metallic confetti fragments and stray glass beads catch the ambient light while the tire, the wheel decorations, and the entire lineup of water balloons have completely vanished from the composition, leaving behind a quiet stretch of crimson material dotted with abandoned streamers and dried water droplets that glisten faintly under the consistent overhead illumination.",
+          "The camera initiates a controlled counterclockwise orbit that steadily reverses the previous trajectory, and the frame captures the textured crimson carpet gradually sliding back into view as scattered confetti strips and glass beads drift across the lower edge of the composition while the surrounding environment slowly transitions from the empty periphery toward the central staging area, revealing fresh patches of iridescent paper shreds and tiny water droplets that reflect the bright overhead lighting as the lens begins its deliberate arc back toward the original focal point.",
+          "The camera completes its counterclockwise sweep that firmly re-establishes the initial viewpoint, and the frame clearly shows the decorated car tire resting past the flattened remnants of the yellow, pink, green, blue, magenta, and red water balloons while splashes of water thoroughly soak the crimson carpet and scattered confetti pieces cling to the wet rubber tread under the bright overhead lighting, with the rhinestone-trimmed wheel and emoji stickers now stationary amid the colorful debris that marks the final aftermath of the sequential bursting sequence."
+        ]
+      }
+    },
+    "original_task_id": "a00447_00579",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00327_00223_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire rolls forward, sequentially crushing a row of colorful balloons lined up underneath the vehicle, causing them to burst and splash water across the pavement.",
+          "The camera tilts downward, shifting the focus from the side of the vehicle to the ground level, clearly framing the row of colorful balloons, specifically the blue and light blue ones, resting on the wet paving stones near the car's rear tire.",
+          "The camera continues its downward tilt, pushing the view further down until the car and the entire line of balloons slide out of the frame, leaving only the textured beige tiles and a patch of green vegetation at the driveway's edge in sight.",
+          "The camera begins to tilt upward, reversing the previous motion to slowly bring the lower section of the car back into the frame, revealing the wet sheen on the pavement where water has started to accumulate.",
+          "The camera completes the upward tilt to re-establish the original viewpoint, clearly showing the aftermath with the car tire now positioned over the popped remnants of the orange, red, and purple balloons scattered across the wet ground."
+        ]
+      }
+    },
+    "original_task_id": "a00327_00223",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_01823_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire slowly rolls forward over a row of four colorful bottles filled with liquid, crushing them sequentially and causing the plastic containers to rupture and spill their vibrant contents onto the asphalt.",
+          "The camera executes a slow downward tilt, carefully adjusting its vertical axis to shift the perspective closer to the ground while maintaining a steady visual focus; as this motion unfolds, the frame clearly reveals the four brightly colored plastic bottles arranged in a neat row on the coarse gray asphalt, their translucent red, yellow, green, and blue bodies reflecting the overcast sky while a heavy automotive tire rests just behind them, ready to roll forward and crush the liquid-filled containers as a steady hand makes final positioning adjustments.",
+          "The camera continues its uninterrupted downward tilt, maintaining the exact same angular velocity established previously while deliberately pushing the central subject matter toward the upper edge of the frame until it completely disappears; as this displacement progresses, the viewer is presented with an isolated close-up of the rough, granular road surface that now fills the entire view, showcasing tiny embedded stones and faint weathering marks on the dark wet pavement while the crushed bottles and the vehicle tire remain entirely out of sight, emphasizing the stark urban texture beneath the experiment.",
+          "The camera begins a measured upward tilt, smoothly reversing the previous downward trajectory while gradually restoring the original horizontal alignment that was lost during the departure sequence; as the viewing angle ascends, composition slowly brings the aftermath of the crushing event back into sharp, clear sight, displaying the flattened plastic casings and the heavy car tire now resting atop a spreading mixture of vibrant liquid that has pooled across dry, cracked ground, while the withdrawn hand is no longer present in the frame.",
+          "The camera completes its steady upward tilt, finalizing the return movement and locking into the precise initial framing to perfectly re-establish the original action area within the center of the shot; as the perspective stabilizes, the entire scene of the destroyed containers is once again fully visible, showcasing the ruptured red, yellow, green, and blue bottles scattered across the damp asphalt with their colorful contents completely spilled and mixed into a glossy puddle that clings to the tread of the stationary tire under natural light."
+        ]
+      }
+    },
+    "original_task_id": "a00563_01823",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00676_01135_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A brown-haired doll sits on a blue swing seat, swinging back and forth in a rhythmic arc. The metal chains sway as the doll oscillates toward and away from the camera.",
+          "The camera initiates a smooth counterclockwise orbit around the playground equipment, shifting the perspective to the right side of the swing set while keeping the brown-haired doll in view as it sits securely on the blue plastic seat, with the rusty metal chains swaying gently against the backdrop of the pink horizontal support bar and the expansive gray gravel surface that covers the ground.",
+          "The camera continues its counterclockwise trajectory, panning further left until the swing set and the oscillating doll slide completely out of the frame to the right, leaving the viewer looking solely at the surrounding park environment which features a weathered wooden fence running along the perimeter, patches of dormant brown grass, and a few scattered fallen red leaves resting on the paved pathway nearby.",
+          "The camera reverses its path and begins a steady clockwise orbit to return to the initial position, sweeping back across the park scenery until the pink vertical support poles of the swing set re-enter the frame from the left, accompanied by the dark, textured rubber safety mats that lie directly beneath the swinging area, grounding the scene in the playground setting.",
+          "The camera completes the clockwise return movement and settles back into the original frontal viewpoint, re-establishing the scene where the brown-haired doll is clearly visible sitting upright on the blue swing seat, dressed in a white shirt with blue stars and a yellow bib, as the swing moves rhythmically back and forth over the black rubber matting, mirroring the initial action perfectly."
+        ]
+      }
+    },
+    "original_task_id": "a00676_01135",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00670_00049_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black bucket swing sways back and forth suspended by chains, casting a distinct, oscillating shadow on the bright green playground surface below.",
+          "The camera begins a steady counterclockwise orbit around the support frame, capturing the black rubber bucket seat as it arcs through the air while its metal chains catch the bright afternoon sunlight.",
+          "The camera continues its counterclockwise orbit away from the central fixture, revealing a sun-dappled stretch of artificial turf bordered by a weathered wooden fence and scattered dry leaves while the original swing area completely disappears from view.",
+          "The camera initiates a clockwise orbit to start the return path, sweeping across the textured green safety surfacing and bringing the curved metal edge of a nearby climbing structure into view.",
+          "The camera completes its clockwise orbit to restore the initial viewpoint, clearly framing the empty black bucket swing as it continues its gentle pendulum motion and casts a sharp oscillating shadow across the vibrant green ground cover."
+        ]
+      }
+    },
+    "original_task_id": "a00670_00049",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00670_00871_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person swings a long wooden staff, striking the side of a shiny metal helmet that is resting on a block of yellow foam atop a wooden post.",
+          "The camera cranes upward along a steady vertical path, revealing the polished steel helmet, its darkened leather brow band, and the block of pale yellow foam resting securely on the weathered wooden post while the swinging staff slips out of the lower frame.",
+          "The camera continues its uninterrupted crane upward, displaying only the dense canopy of green oak leaves, dappled sunlight filtering through the upper foliage, and the blurred silhouette of a distant fence rail against an overcast sky.",
+          "The camera initiates a smooth crane downward, showcasing the mossy bark of a nearby birch trunk, tangled ivy creeping along the wooden fence line, and the upper corner of the target post as the perspective shifts back toward the impact zone.",
+          "The camera completes its controlled crane downward, presenting the slightly tilted silver helmet resting on the compressed yellow foam, the dangling chainmail skirt catching the ambient daylight, and the wooden staff held steady beside the sturdy post."
+        ]
+      }
+    },
+    "original_task_id": "a00670_00871",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00679_00874_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A red toy fire truck is towed out of a dirt ditch by ropes connected to two other vehicles, flipping and rotating onto its wheels as it is pulled up the sandy incline.",
+          "The camera initiates a steady clockwise orbit around the scene, tracking the dynamic interaction between the vehicles. The frame highlights the red and white fire truck trapped upside down in the sandy ditch, connected by thin ropes to the black jeep and blue ATV positioned on the higher ground.",
+          "The camera continues its clockwise trajectory, sweeping past the rescue site to explore the perimeter of the diorama. The original ditch disappears from view entirely, replaced by a detailed shot of the large, textured beige rocks and small green plastic plants that border the upper section of the sandy terrain.",
+          "The camera shifts its motion to a counterclockwise orbit, beginning the return journey toward the central action. Visible in the frame are the rear tires of the black jeep and the blue quad bike digging into the sand, with the tow ropes extending downward toward the area where the fire truck was previously stuck.",
+          "The camera completes its counterclockwise rotation, re-centering on the ditch to show the resolution of the event. The red fire truck is now fully visible again, successfully pulled from the hole and rotated onto its four wheels, resting upright on the incline with the \"FIRE\" decal clearly legible on its side."
+        ]
+      }
+    },
+    "original_task_id": "a00679_00874",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00608_00021_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person pours a thick, steady stream of white liquid from a large plastic container into a stainless steel mixing bowl positioned beneath a yellow industrial mixer arm.",
+          "The camera initiates a deliberate and steady downward tilt that gradually shifts the optical axis away from the upper workstation while maintaining a smooth mechanical descent across the brown tiled floor, and as the lens continues its controlled pivot, the frame clearly displays the thick steady cascade of white liquid continuing its uninterrupted journey from the large translucent plastic container gripped firmly by a pair of hands into the wide stainless steel mixing bowl, while the heavy yellow mechanical mixer arm remains suspended just above the turbulent surface, catching the cool ambient overhead lighting that sharply reflects off the curved metallic rim and the rapidly expanding frothy pool accumulating at the bottom of the vessel which glistens under the consistent artificial illumination and highlights the viscous texture of the dairy product as it merges with the existing contents.",
+          "The camera persists in its uninterrupted and increasingly steep downward tilt that drives the field of view completely past the pouring zone and the suspended mixing apparatus until the original workspace vanishes entirely from the frame, and once the downward rotation concludes its full arc, the shot exclusively reveals the dark brown ceramic tiled flooring scattered with damp cardboard protective mats, the sturdy painted base of a bright yellow chemical storage drum, and the textured metallic diamond-plate access ramp leading toward the floor drainage channel, all illuminated by the harsh overhead fluorescent fixtures that cast long stark shadows across the sterile industrial kitchen environment and highlight the accumulated moisture pooling near the heavy equipment support legs which creates a stark contrast against the pale grout lines and emphasizes the utilitarian nature of the food processing facility beneath the main workstation.",
+          "The camera initiates a smooth and highly controlled upward tilt that deliberately reverses the previous vertical displacement and gradually elevates the viewing angle away from the lower floor-level details toward the mid-section of the active processing area, and as the lens ascends along its predetermined mechanical arc, the frame begins to capture the polished stainless steel support legs of the heavy mixing station, the curved edge of a white flexible rubber hose coiled neatly against the pale green industrial wall paneling, and the highly reflective metallic surface of the equipment mounting platform, all bathed in the consistent artificial overhead lighting that steadily starts to reveal the familiar structural contours and operational zones of the food production workspace once again which gradually brings the surrounding machinery and storage shelves back into peripheral focus as the perspective climbs toward the central work zone.",
+          "The camera completes its steady and highly continuous upward tilt that precisely returns the optical axis to the original framing height and smoothly brings the primary processing zone back into clear centered focus within the industrial setting, and as the view finally stabilizes at its intended position, the scene once again fully displays the thick unbroken stream of white liquid steadily flowing from the large translucent plastic container into the wide stainless steel mixing bowl, the prominent yellow industrial mixer arm hovering directly overhead with its heavy black mounting bracket clearly visible, and the rapidly expanding frothy mixture accumulating inside the polished vessel, all sharply defined under the bright overhead workstation lighting that thoroughly illuminates the ongoing culinary production activity and restores the complete visual context of the initial pouring sequence which perfectly captures the viscous fluid dynamics and the precise alignment of the pouring operation as the manufacturing process continues without interruption."
+        ]
+      }
+    },
+    "original_task_id": "a00608_00021",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00651_00392_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Turbulent ocean waves crash forcefully over dark rocks, churning the water into thick white foam and spray as the sea surges, swirls, and rolls continuously.",
+          "The camera initiates a steady tracking movement to the right, gliding laterally along the rugged coastline where jagged, sun-drenched dark rocks jut out from the churning sea. As the lens pans across the scene, the frame captures the violent collision of heavy swells against the stone, revealing thick layers of aerated white foam that swirl and boil around the submerged crevices. The motion follows the natural flow of the water, emphasizing the texture of the wet, black basalt slick with seawater and the chaotic patterns of the spray illuminated by the bright daylight. This lateral shift gradually moves the perspective away from the initial impact zone, showcasing the relentless energy of the ocean as it surges forward, while the intricate details of the frothing currents and the sharp, angular edges of the rock formation remain sharply in focus, creating a dynamic sense of continuous lateral displacement.",
+          "The camera continues its unwavering trajectory to the right, carrying the viewer completely away from the original crash site until the familiar dark rocks and primary surge zone vanish from sight. Now fully displaced, the frame is filled with a fresh expanse of turbulent water, where the ocean swells roll over a different section of submerged, moss-covered stones that glisten under the shifting sunlight. The view is dominated by the chaotic dance of thick, rolling white foam that spreads across the surface, obscuring the deeper currents below as the water churns with relentless intensity. This new vantage point highlights the endless repetition of the sea's power, capturing the mesmerizing swirl of aerated bubbles and the rhythmic undulation of the waves as they crash over unseen obstacles, presenting a scene of pure, unadulterated oceanic motion that shares the same ferocity but exists in a distinctly separate location along the shore.",
+          "The camera reverses its direction with a smooth tracking motion to the left, beginning the return journey as the frame starts to sweep back across the frothing surface of the ocean. As the lens glides leftward, the view transitions from the displaced zone of rolling swells back toward the area of high turbulence, revealing the glistening edges of wet rock emerging from the thick, churning white foam. The movement retraces the lateral path, bringing into focus the intricate textures of the water as it boils and crashes, with sunlight catching the spray that erupts from the hidden collisions beneath the surface. This return motion re-introduces the viewer to the escalating energy of the surf, capturing the dynamic swirl of the currents and the sharp contrast between the deep, translucent blue water and the bright, aerated mass that surges forward, signaling the approach of the original dramatic scene where the waves forcefully attack the dark stone.",
+          "The camera completes its return with a final tracking movement to the left, settling back into the original viewpoint to clearly re-establish the dramatic scene where turbulent ocean waves crash forcefully over the jagged dark rocks. The frame is once again filled with the powerful surge of the sea, showcasing the relentless churning of thick white foam that engulfs the submerged stone formations and swirls in chaotic patterns around the crevices. The main action is fully visible, with the heavy swells rolling in and shattering against the unyielding barrier, sending plumes of spray into the air while the water boils and froths with intense energy. This re-established perspective captures the continuous cycle of the ocean's assault on the coast, highlighting the wet, glistening surface of the rocks and the vibrant interplay of light on the aerated water, bringing the viewer back to the heart of the turbulent interaction between the surging sea and the solid earth."
+        ]
+      }
+    },
+    "original_task_id": "a00651_00392",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00607_01039_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person swings a hatchet down, striking the top of a vertical piece of split wood on a stump, then places a round log beside it.",
+          "The camera arcs clockwise while steadily shifting its lateral position outward, gradually altering the parallax perspective across the sun-dappled clearing to establish a broader environmental context. This deliberate rotational movement brings the weathered chopping block into clearer relief, revealing the rough bark texture of the upright split timber, the scattered pale wood shavings across the dark stump surface, the curved metal handle of the embedded hatchet resting beside a small patch of bright green foliage, and the blurred outline of a panting dog at the frame’s right edge, all illuminated by soft overhead canopy light that casts long, shifting shadows across the dry soil and scattered pine needles while emphasizing the gritty, earthy tones of the outdoor workshop, where the warm afternoon glow enhances the natural contrast between the pale inner wood and the shadowed ground, creating a visually cohesive transition into the surrounding woodland.",
+          "The camera continues arcing clockwise while maintaining its outward lateral drift, completing the paired departure sequence by fully rotating past the central workspace to survey the surrounding terrain. This sustained rotational sweep leaves the chopping block and timber completely out of frame, instead capturing a quiet stretch of the forest floor dominated by a stack of weathered gray planks, tangled dry roots, and a fallen birch branch resting against a mossy stone, all bathed in the same diffused afternoon sunlight that filters through the dense canopy above and highlights the subtle variations in soil moisture, decaying leaf litter, and the soft green moss clinging to nearby tree bases while emphasizing the tranquil, undisturbed atmosphere of the woodland periphery, where gentle breezes occasionally rustle the underbrush and cast fleeting shadows across the uneven ground.",
+          "The camera arcs counterclockwise while steadily reversing its outward trajectory, initiating the paired return movement by sweeping back toward the central clearing. This corrective rotational path gradually brings the edge of the work zone back into view, revealing scattered fragments of light-colored bark, the worn leather handle of a nearby tool, and the gradual transition from the damp forest soil to the disturbed earth around the stump, all under the consistent natural lighting that maintains visual continuity across the shifting perspective while slowly reintroducing the familiar textures of the outdoor crafting area, including the faint impressions of boot prints, the glint of metal debris half-buried in the dirt, and the soft rustle of leaves stirred by the returning lens, which carefully tracks the subtle changes in ground elevation and the gradual reappearance of the central work zone.",
+          "The camera continues arcing counterclockwise while stabilizing its lateral position, fully re-establishing the original viewpoint to frame the completed chopping sequence. This final rotational adjustment centers the weathered stump once more, clearly displaying the freshly split vertical timber, the heavy hatchet still embedded in the wood, the newly placed round log resting snugly beside it, and the patient dog watching from the right, all captured under the same steady daylight that highlights the clean cut surfaces, scattered wood chips, and the rich grain patterns of the freshly exposed inner wood against the dark, textured bark, while reinforcing the grounded, hands-on atmosphere of the outdoor woodworking task through sharp focus and balanced natural illumination, which perfectly renders the final arrangement of tools and timber in a stable, centered composition."
+        ]
+      }
+    },
+    "original_task_id": "a00607_01039",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00386_00350_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hammer repeatedly strikes a small, curved piece of copper metal held against the edge of a steel anvil, delivering forceful blows to shape the material.",
+          "The camera initiates a deliberate counterclockwise arc that smoothly rotates the viewpoint away from the central hammering action, tracking a wide circular trajectory around the massive steel anvil while the artisan’s soot-stained hand maintains a firm grip on the delicate copper strip against the hardened metal surface; this continuous pivoting motion steadily expands the visual field to encompass the surrounding workspace, clearly displaying a heavily marked wooden benchtop covered in fine metallic dust, several lengths of raw copper tubing arranged in loose spirals, a collection of weathered measuring calipers resting beside a rolled blueprint, and the soft, directional wash of a single workshop lamp that paints stark, moving shadows across the worn leather apron, scattered pliers, and various metalworking tools resting in quiet disarray throughout the dimly lit room.",
+          "The camera maintains its steady counterclockwise rotation, carrying the viewpoint further along the circular path until the anvil, hammer, and copper fragment entirely vanish beyond the left edge of the frame; this displaced perspective now captures a quiet storage alcove illuminated by the pale, diffused light of a high factory window, clearly showing a row of rusted metal lockers, a heavy bench vise bolted to a splintered worktable, shelves lined with glass jars containing sorted screws and rivets, and the faint shimmer of airborne dust motes drifting through the cool air above stacked wooden crates and folded canvas tarps, emphasizing the stark contrast between the active forging zone and this dormant section of the facility.",
+          "The camera begins a controlled clockwise arc that reverses the previous trajectory, sweeping back toward the center of the room while the workshop’s ambient lighting shifts subtly across the frame; this returning motion gradually reintroduces the periphery of the active workspace, bringing into view the edge of the oil-stained workbench, a cluster of hardened steel punches laid out in precise order, a worn grinding wheel mounted on the wall, and the warm glow of the pendant lamp that begins to illuminate the craftsman’s forearms as they re-enter the composition from the right side, signaling the imminent return to the primary metalworking station where the rhythmic shaping process is about to resume.",
+          "The camera completes its smooth clockwise return, stabilizing the viewpoint directly over the steel anvil while the original striking zone comes fully back into focus; this re-established perspective clearly frames the craftsman’s steady hands guiding the now-flattened copper piece, the heavy ball-peen hammer poised mid-swing, the bright metallic sheen of the shaped material catching the overhead light, and the scattered copper shavings resting against the dark iron surface, effectively restoring the initial composition and highlighting the precise deformation achieved through the repeated forceful impacts, while the consistent ambient hum of the workshop underscores the meticulous craftsmanship on display."
+        ]
+      }
+    },
+    "original_task_id": "a00386_00350",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00786_00064_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A pool player hits the white cue ball, driving it into the black eight-ball. The force sends the eight-ball rolling into the top-left corner pocket while the cue ball deflects toward the bottom rail.",
+          "The camera initiates a steady counterclockwise orbital trajectory above the rectangular playing surface, gradually pivoting the viewpoint along the perimeter rails, while the vibrant blue baize, the scattered assortment of numbered spheres, the player’s gloved hand stabilizing the tapered cue stick, and the crisp white projectile all remain prominently centered in the frame as the impending strike begins to unfold, with the overhead illumination casting soft shadows across the slate bed and highlighting the polished metal corner pockets that await the incoming trajectory, ensuring that every geometric alignment and surface texture stays sharply in focus throughout the lateral sweep, while the surrounding acoustic panels and dark flooring provide a neutral backdrop that keeps visual attention locked on the impending collision, additionally, the subtle reflections on the phenolic resin balls catch the ambient light, creating a dynamic visual rhythm that complements the deliberate pacing of the orbital movement.",
+          "The camera continues its uninterrupted counterclockwise orbital path, sweeping further along the outer boundary, while the central playing zone steadily drifts out of sight, leaving only the peripheral environment in frame, where the heavy carpeted flooring, the reinforced wooden table legs, the adjacent wall-mounted scoreboard, and the diffused ceiling fixtures dominate the composition as the original strike location completely disappears from view, with the shifting perspective emphasizing the structural framework and room architecture rather than the game itself, ensuring that the blue felt and scattered spheres are entirely excluded from the final framing, concurrently, the ambient lighting casts long geometric shadows across the neutral-toned walls, reinforcing the spatial depth of the venue while the mechanical hum of distant ventilation systems subtly underscores the quiet atmosphere of the recreational space, this deliberate displacement isolates the surrounding infrastructure, allowing the viewer to appreciate the venue’s design elements before the perspective inevitably circles back.",
+          "The camera reverses its trajectory to execute a smooth clockwise orbital return, gradually steering the viewpoint back toward the interior zone, while the peripheral architecture slowly recedes, bringing the reinforced table edges, the textured floor mats, the illuminated exit signage, and the suspended lighting array back into transitional focus as the motion steadily realigns with the original playing field, with the rotational shift carefully bridging the gap between the displaced surroundings and the central action area, ensuring that the visual rhythm remains consistent and purposeful throughout the navigational adjustment, while the polished metallic trim along the cushion rails catches the returning light to create subtle gleams that guide the eye inward, establishing a seamless visual pathway that anticipates the forthcoming restoration of the primary scene, all within a single continuous sweep that honors the established spatial geometry and prepares the frame for the imminent return to the central focal point.",
+          "The camera completes its clockwise orbital arc, settling back into the original overhead alignment, while the blue felt, the scattered colored spheres, the player’s retreated stance, and the final resting positions of the white projectile near the bottom rail and the black eight-ball securely nestled within the top-left corner pocket all return to full visibility, effectively restoring the initial compositional balance, with the steady rotational closure bringing every geometric element back into precise registration, ensuring that the post-strike arrangement remains sharply defined under the consistent overhead illumination, while the surrounding frame edges stabilize to match the opening perspective, thereby delivering a coherent visual bookend that captures the resolved state of the table and final trajectory results, furthermore, the crisp contrast between the vibrant baize and the matte finish of the resin balls highlights the successful execution of the shot, providing a clear assessment of the final layout within the recentered view."
+        ]
+      }
+    },
+    "original_task_id": "a00786_00064",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00648_00373_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A beat-up white pickup truck rams into the side of a damaged SUV, forcefully pushing it backward into a dirt embankment while kicking up a large cloud of dust.",
+          "The camera tracks left along the arena perimeter, and the frame captures the outer boundary where red safety netting separates the spectator crowd from the active crash zone.",
+          "The camera continues tracking left past the white canopy tents, and the view completely excludes the initial collision site as it settles on the distant green tree line.",
+          "The camera begins tracking right across the barren dirt runoff, and the shot sweeps over scattered tire marks that guide the perspective back toward the main competition grounds.",
+          "The camera finishes tracking right to re-center the viewpoint, and the scene clearly displays the battered white pickup truck and crushed SUV resting against the steep dirt embankment."
+        ]
+      }
+    },
+    "original_task_id": "a00648_00373",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00479_00309_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A pool cue strikes the white cue ball, causing it to roll forward and collide with the yellow number one ball, pushing it toward the corner pocket.",
+          "The camera initiates a deliberate clockwise arc, smoothly rotating the viewpoint to the right while maintaining a clear focus on the vibrant blue felt of the pool table, capturing the dynamic interaction as the white cue ball strikes the yellow number one ball, with the surrounding environment including the dark wooden rails and the industrial diamond-plate wall texture coming into sharper relief as the perspective shifts away from the initial head-on angle, allowing the viewer to appreciate the spatial relationship between the stationary orange balls and the moving target as the lighting glints off their polished surfaces.",
+          "The camera continues its steady clockwise rotation, moving further along the perimeter of the table until the primary action area containing the scattering billiard balls and the corner pocket completely exits the frame, resulting in a view dominated by the empty stretch of the blue baize and the metallic sheen of the wall paneling, effectively isolating the scene from the gameplay moment as the lens settles on the peripheral details of the room, where the consistent overhead lighting reveals the subtle texture of the table cloth and the sturdy construction of the rail system.",
+          "The camera executes a return motion by initiating a counterclockwise arc, sweeping the lens back towards the left to gradually reintroduce the gaming surface, where the scattered arrangement of the orange and blue balls begins to reappear within the field of view, accompanied by the re-emergence of the table's corner structure and the ambient lighting reflecting off the smooth, polished surface of the cushions, signaling a transition back towards the central area of interest as the visual narrative prepares to resolve the sequence of the shot.",
+          "The camera completes the counterclockwise trajectory, restoring the original high-angle perspective that clearly displays the aftermath of the shot, with the white cue ball resting near the blue two ball and the yellow number one ball successfully lodged in the corner pocket, thereby re-establishing the complete visual context of the pool game with the black-gloved hand and cue stick visible in the foreground against the backdrop of the patterned wall, confirming the successful execution of the play and the final resting positions of the equipment."
+        ]
+      }
+    },
+    "original_task_id": "a00479_00309",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00637_00239_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Players jump and dive across a grid of blue trampolines during a dodgeball game, throwing red balls at opponents while dodging incoming throws by flattening their bodies.",
+          "The camera steadily cranes down from its elevated mount, and the expansive grid of blue trampoline squares bordered by thick orange safety padding fills the frame as the athletes prepare to launch.",
+          "The camera continues to crane down toward the facility floor, and only the dark rubberized maintenance corridors and heavy-duty safety netting at the perimeter remain visible while the central playing court vanishes completely.",
+          "The camera begins to crane up from the lower position, and the industrial floor markings along with the spectator barriers slide out of view as the competition zone gradually returns to sight.",
+          "The camera completes its crane up to the original height, and the full overhead perspective of the dodgeball game reappears where competitors in black numbered jerseys dive across the blue mats to intercept the flying red balls."
+        ]
+      }
+    },
+    "original_task_id": "a00637_00239",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00403_01560_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Four soda bottles lined up on a wooden table suddenly burst open in a rapid chain reaction, spraying dark liquid and debris violently into the air and knocking the containers off the surface.",
+          "The camera begins a slow, mechanical crane down movement along the vertical axis, steadily lowering its elevated vantage point while maintaining a rigid horizontal orientation, precise stabilization, and consistent focal parameters to gradually shift the compositional perspective without introducing any lateral drift or rotational adjustment. As the optical apparatus continues its deliberate descent, the frame clearly displays the weathered wooden table situated against a dense wall of vibrant green forest foliage, with four unopened cola bottles standing upright on a surface marked by chipped red and blue paint, their reflective plastic labels catching the diffused daylight while scattered cylindrical debris rests quietly on the rough timber planks, all illuminated by the soft outdoor lighting that highlights the natural textures of the grassy clearing.",
+          "The camera continues its steady crane down movement along the vertical axis, further lowering its perspective while preserving the established horizontal alignment, precise stabilization, and consistent focal parameters to complete the outward departure sequence without deviating from the prescribed downward trajectory. As the optical sensor reaches its lowest position, the frame exclusively captures the damp earth and tangled root systems at the base of the weathered wooden retaining wall, with patches of vibrant green grass, scattered dry leaves, and small weathered stones filling the composition, completely excluding the table and soda bottles from view while emphasizing the natural ground cover and rich soil textures under the same diffused daylight conditions that softly illuminate the quiet forest floor and surrounding vegetation.",
+          "The camera initiates a smooth, controlled crane up movement along the vertical axis, steadily raising its perspective while maintaining the rigid horizontal orientation, precise stabilization, and consistent focal length to begin the paired return sequence without introducing any lateral drift or rotational adjustment. As the optical apparatus ascends along the established trajectory, the frame gradually reveals the lower section of the grassy clearing, with tangled roots, scattered dry leaves, and small weathered stones coming into view alongside the base of the thick wooden retaining wall, all bathed in the same soft daylight that highlights the natural textures of the damp earth before the main table structure begins to reenter the composition from the bottom edge of the frame.",
+          "The camera continues its steady crane up movement along the vertical axis, steadily raising its perspective while preserving the established horizontal alignment, precise stabilization, and consistent focal parameters to complete the return sequence and fully restore the initial elevated viewpoint without deviating from the prescribed upward path. As the optical sensor reaches its original position, the frame clearly displays the chaotic aftermath on the weathered wooden table, with the four cola bottles now lying horizontally amid scattered debris and residual liquid stains, their glossy labels still visible against the chipped red and blue paint while thin wisps of smoke gently dissipate into the surrounding air under the consistent outdoor illumination that reveals every detail of the exploded scene across the timber surface and adjacent ground."
+        ]
+      }
+    },
+    "original_task_id": "a00403_01560",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_00945_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A small firework box on the ground emits a continuous vertical fountain of bright white sparks and smoke, shooting upwards into the dark night sky.",
+          "The camera pans steadily to the left, shifting the perspective away from the central light source to reveal the dark, reddish gravel of the ground stretching into the shadows.",
+          "The camera continues the leftward pan, leaving the sparking device entirely out of frame to show only the empty, textured earth and the deep blackness of the night sky.",
+          "The camera begins to pan back to the right, sweeping across the dark terrain to capture the drifting white smoke that lingers in the air near the edge of the illuminated area.",
+          "The camera finishes panning to the right, returning to the original position to clearly show the small firework box still erupting with a fountain of bright white sparks and smoke."
+        ]
+      }
+    },
+    "original_task_id": "a00843_00945",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_00880_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A sudden, violent explosion detonates against the side of a stationary metal structure, unleashing a rapidly expanding fireball and a dense cloud of black smoke that surges upward and outward.",
+          "The camera begins a steady crane up motion, rising gradually above the dirt mound, and the frame captures the violent detonation against the angular metal plates, a rapidly expanding orange fireball, and dense black smoke surging across the dry grassland.",
+          "The camera continues its upward crane trajectory, lifting higher until the blast zone completely disappears, and the view reveals only a pale overcast sky and a distant row of bare trees swaying above the barren testing range.",
+          "The camera initiates a controlled crane down movement, descending back toward the landscape, and the lens focuses on the upper layers of the rising smoke column, scattered metallic fragments, and lingering gray haze drifting over the flattened vegetation.",
+          "The camera completes its downward crane path, lowering precisely onto the original coordinates, and the shot re-establishes the heavily damaged metal structure, smoldering soil, residual flames, and the ongoing billow of black smoke."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00880",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00233_00238_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A steady stream of white flour and granulated sugar pours from a tilted metal bowl, cascading down into the basin of a larger stainless steel mixing bowl.",
+          "The camera arcs counterclockwise, sweeping past the reflective curve of the large stainless steel mixing bowl to highlight the gloved hand adjusting the angle of the smaller metal vessel, capturing the moment the mound of fine white flour and granulated sugar shifts and begins to tumble over the edge, where the powder catches the overhead lighting to create a soft, hazy glow as it falls into the dark basin, while the smooth motion of the lens circles around the setup to offer a dynamic perspective of the ingredients transferring from one container to the other, revealing the textured surface of the flour pile against the smooth metal walls.",
+          "The camera continues its counterclockwise arc, rotating further around the periphery of the workspace until the pouring action and the bowls have completely disappeared from the frame, leaving only the sturdy, painted metal base of the stand mixer and a section of the neutral-toned tiled kitchen floor visible in the background, where the ambient light catches the dust particles settling on the countertop edge and highlights the texture of the appliance's housing.",
+          "The camera arcs clockwise, reversing its previous trajectory to sweep back across the surface of the stainless steel kitchen counter, bringing the blurred edges of the mixer's housing back into view while the focus remains soft on the surrounding environment, capturing the glint of a nearby utensil and the texture of the countertop material as the lens begins to realign with the original composition, signaling a return to the culinary preparation area.",
+          "The camera completes its clockwise arc, returning to the original viewpoint to clearly show the gloved hand still tilting the metal bowl as the white flour and sugar continue to pour into the mixing basin, re-establishing the central scene with the cascade of ingredients now forming a growing mound at the bottom of the larger bowl, while the steady stream of powder highlights the texture and volume of the baking components against the metallic interior."
+        ]
+      }
+    },
+    "original_task_id": "a00233_00238",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00574_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire rolls over three cans filled with colorful water beads, crushing the metal containers and causing the blue and yellow beads to burst out and scatter across the pavement.",
+          "The camera initiates a deliberate, sweeping arc counterclockwise across the rough asphalt surface, maintaining a constant lateral drift that gradually shifts the optical axis toward the western boundary of the parking area while holding a fixed elevation and carefully managing the rotational speed to ensure stable parallax movement throughout the entire traversal, and the current frame reveals the three cylindrical tin packages still perfectly aligned in their original positions, their glossy printed wrappers catching the bright overhead sunlight, with the vibrant blue and yellow hydrogel pearls neatly packed to the very top edges, while the dark rubber tire of the sedan remains completely stationary in the upper right quadrant and small orange residue spots dot the weathered concrete near the shadowed undercarriage.",
+          "The camera maintains its deliberate counterclockwise trajectory along the outer boundary, increasing the rotational velocity to widen the panoramic sweep while keeping the lens level stable and navigating past the adjacent storage units, and the resulting composition entirely omits the original testing location, instead revealing a stretch of empty asphalt bordered by tall metal fencing, where peeling safety warnings cling to the rusted posts and discarded cardboard boxes accumulate near the storm drain, with harsh shadows cast by nearby utility poles stretching across the dry ground as distant traffic hums faintly in the background under the cloudless sky.",
+          "The camera initiates a smooth clockwise reversal from the distant perimeter, decelerating the lateral drift to gradually realign the optical axis toward the central parking area while holding a consistent elevation and reversing the previous rotational momentum, and the emerging perspective begins to reintroduce familiar structural elements, capturing the edge of the weathered chain-link fence and the cracked concrete surface, with scattered autumn leaves drifting across the frame and distant building facades slowly sliding out of view as the lens steadily tracks back toward the original zone under the unchanging afternoon light.",
+          "The camera completes its deliberate clockwise return toward the primary testing ground, reducing the rotational speed to precisely center the original composition while stabilizing the focal distance and locking onto the initial vantage point, and the final frame clearly displays the aftermath of the crushing sequence, with the three flattened metal containers lying completely destroyed on the pavement, their vibrant blue and yellow water beads scattered extensively across the rough concrete, while the heavy car tire rests directly over the mangled cans and glossy liquid residue glistens under the bright sunlight near the shadowed wheel well."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00574",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00561_01358_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "An empty black bucket swing suspended by chains swings forward and backward over white sand, moving from the background towards the foreground in a rhythmic pendulum motion.",
+          "The camera cranes upward with a steady mechanical rhythm, lifting smoothly away from the grainy white sand while maintaining a consistent optical alignment, and the mechanical chains of the empty black bucket swing gradually recede downward as the surrounding park environment unfolds with muted gray-green grass stretching outward across the uneven terrain, the distant line of eucalyptus trees softening into the twilight haze, and the fading natural light casting diffuse shadows across the weathered playground equipment to reveal a broader perspective of the quiet recreational space.",
+          "The camera continues to crane upward along the same vertical axis, climbing higher into the dusky atmosphere until the original sandy pit and the suspended bucket mechanism completely vanish from sight, and the upper framework of weathered wooden beams and corroded metal connectors fills the immediate foreground as the expansive grassy terrain compresses into a distant green mosaic below, with the pale overcast sky stretching across the horizon to create a fully displaced overhead perspective that entirely excludes the previous ground-level activity.",
+          "The camera begins to crane downward along a mirrored vertical path, lowering smoothly through the dimming atmosphere while adjusting its mounting height to track the shifting horizon line, and the high structural elements gradually migrate upward as the broad expanse of mowed grass slowly expands to reclaim the middle ground, the distant tree line sharpens into clearer silhouettes against the cooling sky, and scattered wooden park benches reemerge to reflect the soft ambient light.",
+          "The camera completes its crane downward motion, settling back toward the original vantage point while stabilizing its mechanical base to eliminate residual vertical drift, and the familiar patch of coarse white sand reoccupies the lower foreground as the empty black rubber bucket swing returns to clear view suspended by its heavy metal chains, with the gentle pendulum motion resuming its rhythmic trajectory to restore the exact spatial relationship and visual focus of the opening scene."
+        ]
+      }
+    },
+    "original_task_id": "a00561_01358",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00909_00861_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A fielder in a black tracksuit dives across the dirt infield attempting to catch a hit softball, then rolls onto his back laughing and gesturing with his glove.",
+          "The camera pans left across the textured reddish-brown dirt of the infield, tracking past the fielder in the black tracksuit as he dives near the grass line with his glove extended toward the rolling yellow softball.",
+          "The camera continues panning left, moving completely away from the infield action to reveal the outfield perimeter where a chain-link fence stands in front of dense green trees and a building in the background.",
+          "The camera reverses direction and pans right, sweeping back past the green protective padding on the fence and the chain-link mesh, gradually bringing the edge of the dirt infield back into the frame.",
+          "The camera completes its pan right to re-establish the original scene, clearly showing the fielder in the red cap lying on his back in the dirt, laughing heartily and gesturing with his glove after the missed play."
+        ]
+      }
+    },
+    "original_task_id": "a00909_00861",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00098_00335_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Hands crack white eggs into a large metal bowl filled with raw yolks. The person taps the shells to break them, releasing the yolk and white to splash into the accumulating mixture of bright orange yolks below.",
+          "The camera begins to arc clockwise away from the central bowl, revealing the edge of the workstation and the rhythmic motion of the hands as they manipulate the white shells. As the lens shifts its orientation, the view encompasses the large stainless steel vessel brimming with vibrant orange yolks while the operator continues to tap the eggs against the rim, causing fresh yolk to splash into the accumulating mixture below. The green plastic crate in the background becomes more prominent, filled with untouched white eggs waiting to be processed, while the lighting reflects off the metallic surface of the bowl and the glossy texture of the raw eggs. The clockwise rotation starts to displace the primary action, moving the focus toward the peripheral equipment and the stack of empty shells gathering near the operator's elbow, maintaining a steady pace that suggests a continuous inspection of the surrounding kitchen environment before fully departing the main subject.",
+          "The camera continues its smooth clockwise arc, carrying the frame completely away from the egg-cracking station until the metal bowl and the operator's hands vanish from sight, leaving the primary action area entirely obscured. Now the view settles on the adjacent section of the kitchen, highlighting a stack of industrial cardboard boxes and a mop bucket tucked against a tiled wall illuminated by cool overhead fluorescent lights. The texture of the worn linoleum flooring is clearly visible, along with the shadow cast by a nearby shelving unit holding large jugs of oil and cleaning supplies. The rotation emphasizes the depth of the workspace, showing the cluttered but functional corner where maintenance tools are stored, completely obscuring the culinary preparation area and leaving only the static background elements and the ambient hum of the facility's ventilation system within the frame, ensuring no part of the original egg-cracking activity remains in view.",
+          "The camera initiates a counterclockwise arc to return to the original position, sweeping back across the kitchen environment and gradually bringing the edge of the green egg crate back into view as the motion reverses the previous departure. As the lens rotates, it captures the operator's tattooed forearm resting near the workspace boundary and the gleaming rim of a stainless steel sink adjacent to the preparation area, reflecting the bright ambient light. The movement reveals the transition from the storage corner back to the active station, highlighting the texture of the wooden cutting board and a few stray droplets of yolk on the counter surface that hint at the ongoing work. The counterclockwise movement smoothly reconnects the viewer with the production line, framing the side profile of the metal bowl and the pile of discarded shells that have accumulated during the process, signaling the approach to the main action without yet fully revealing the cracking hands.",
+          "The camera completes its counterclockwise rotation, re-establishing the original vantage point and centering the frame on the large metal bowl once again so the main action is fully restored. The view clearly shows the operator's hands actively cracking white eggs, with fresh yolks splashing into the dense collection of bright orange spheres already filling the container, matching the initial scene composition. The green crate full of white eggs is visible in the background, providing context for the ongoing task, while the lighting accentuates the glossy sheen of the raw yolk and the frothy texture of the accumulating mixture. The steady return motion locks onto the primary subject, capturing the rhythmic tapping of the shells and the fluid release of the egg contents, restoring the full context of the food preparation scene with the same clarity and focus as the starting perspective, confirming the successful return to the core activity."
+        ]
+      }
+    },
+    "original_task_id": "a00098_00335",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00512_00883_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person wearing black gloves pours a large quantity of white flour from a metal container into a large, empty stainless steel mixing bowl, creating a cloud of dust as it falls.",
+          "The camera initiates a deliberate counterclockwise orbit, sweeping smoothly around the curved edge of the heavy-duty preparation table while gradually shifting its lateral position outward from the central workspace to establish a wider peripheral perspective; the frame captures the polished interior of the large stainless steel mixing bowl reflecting the bright overhead kitchen lights while the dense stream of white flour tumbles from the rectangular metal container, partially obscuring the black nitrile gloves that firmly grip the reinforced edges as a soft haze of airborne particles begins to drift across the checkered tile floor beneath the workstation, catching the ambient daylight streaming through the nearby ventilation windows and highlighting the sharp textural contrast between the smooth metal surfaces and the powdery accumulation forming along the basin's rim.",
+          "The camera continues the counterclockwise orbit, pushing further along the peripheral trajectory while maintaining a consistent rotational speed that carries the viewpoint steadily away from the primary work zone to explore the surrounding environment; the frame reveals a long wall of open wooden storage shelves densely packed with stacked ceramic ingredient jars and suspended copper measuring tools that catch the warm glow of pendant fixtures, while the original mixing station and the flour-pouring action remain completely out of view behind the partitioned counter, leaving only the quiet, organized backdrop of the pantry area in sharp focus under the steady artificial illumination that washes over the polished hardwood flooring and highlights the subtle dust motes drifting through the still air.",
+          "The camera begins a clockwise orbit, reversing the previous trajectory while smoothly arcing back toward the central workstation with a controlled rotational pace that gradually narrows the distance to the main preparation area to restore the initial compositional framing; the frame captures the rounded edge of the stainless steel bowl coming back into sight alongside the faint residual haze of white flour dust settling onto the gray tiled floor, with the ambient kitchen lighting now casting softer shadows across the workspace as the lens steadily realigns with the original cooking station, revealing the metallic sheen of the container handles and the scattered powder traces left by the earlier pouring sequence under the consistent overhead illumination that evenly washes over the entire countertop.",
+          "The camera completes the clockwise orbit, settling back into the original frontal viewpoint while stabilizing its position directly in front of the workstation with a precise rotational adjustment that locks the frame onto the central cooking area to finalize the visual sequence; the view clearly displays the large stainless steel mixing bowl once more, now holding a substantial mound of finely sifted white flour, while the black-gloved hands steadily tilt the rectangular metal container to finish the pour, sending a fresh cascade of powder into the basin as the lingering dust cloud slowly dissipates under the bright kitchen lights, restoring the complete action scene with the bowl's polished rim catching the overhead glare."
+        ]
+      }
+    },
+    "original_task_id": "a00512_00883",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_01092_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Bright white sparks continuously erupt and fountain outward from box-shaped fireworks placed on the dark ground, creating a chaotic spray of light while thick smoke billows upwards into the night air.",
+          "The camera tilts upward, shifting the focus away from the box-shaped fireworks on the ground while bright white sparks continue to fountain outward and thick smoke billows into the night.",
+          "The camera continues to tilt upward until the erupting fireworks are completely out of frame, revealing only the dark night sky, distant streetlights, and the upper drift of the smoke plume.",
+          "The camera tilts downward, sweeping back past the silhouettes of nearby trees and dark surroundings to guide the viewer's eye back toward the illuminated area on the ground.",
+          "The camera completes the downward tilt to re-establish the original viewpoint, clearly showing the box fireworks on the dark pavement once again as they spray chaotic bursts of light."
+        ]
+      }
+    },
+    "original_task_id": "a00843_01092",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00190_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A large concrete block drops onto a standing pink tablet, crushing it instantly. The tablet buckles and shatters under the weight, flattening against the metal platform as the block impacts and disintegrates into rubble.",
+          "The camera initiates a steady tracking movement to the left, smoothly gliding across the industrial testing floor, while the bright pink protective casing of the vertically positioned tablet stays clearly visible in the mid-ground, resting securely on its black plastic stand atop the polished metal platform that features prominent yellow and black caution tape along its reinforced edges, all bathed in the harsh, directional beam of two large production lights mounted on heavy rolling tripods, which create a dramatic atmospheric haze and cast deep, elongated shadows over the small wooden spacers scattered nearby, perfectly framing the heavy gray concrete cinder block as it hovers completely motionless in the air, emphasizing the stark material contrast between the delicate electronic glass screen and the massive construction masonry just before gravity finally takes over in this controlled warehouse environment, capturing every subtle reflection on the glossy screen surface while maintaining a crisp depth of field that keeps both the foreground device and background equipment sharply defined throughout the lateral shift.",
+          "The camera continues its deliberate tracking motion to the left, steadily shifting the perspective away from the central testing zone, until the original impact area disappears completely from the frame, revealing instead the expansive, dimly lit periphery of the warehouse studio where heavy-duty equipment cases with reinforced aluminum corners sit stacked against a corrugated metal wall, while tangled black power cables and precise gaffer tape floor markers line the smooth concrete surface, and a distant blue industrial generator labeled with faded white text rests near a set of large ventilation ducts, all illuminated by the faint, diffused spill of the overhead lighting rig that creates a moody, cinematic atmosphere across the empty staging space, completely isolating the viewer from the pending destruction and focusing attention on the quiet, utilitarian backdrop of the professional production environment, which provides a stark, quiet contrast to the violent energy that will soon erupt at the center of the room, reinforcing the isolated nature of this professional filming location.",
+          "The camera begins its paired return tracking movement to the right, smoothly reversing its lateral trajectory across the warehouse floor, as the polished edge of the reflective metal platform gradually slides back into the foreground, bringing with it the scattered wooden support blocks and the distinctive yellow and black hazard striping that clearly marks the designated impact zone, while the heavy-duty lighting stands and their intensely focused beams slowly reappear in the peripheral vision, casting a warm, high-contrast glow over the textured concrete surface and highlighting the pristine, uncracked exterior of the suspended cinder block just as it begins its final, gravity-driven descent, effectively guiding the viewer’s attention back toward the central staging area where the carefully arranged experimental setup quietly awaits the inevitable collision, building a palpable sense of tension in the controlled space as the mechanical rigging creaks faintly under the mounting weight of the suspended masonry.",
+          "The camera completes its tracking return to the right, smoothly settling back into the original centered viewpoint, as the fully crushed pink tablet and the completely shattered remains of the heavy concrete block come sharply into focus on the industrial metal platform, revealing the totally flattened electronic device with its severely buckled glass screen and exposed internal circuitry lying directly beneath a scattered pile of gray masonry rubble and fine white dust particles that still drift lazily in the air, all dramatically illuminated by the two intensely bright studio lamps that cast sharp, directional highlights across the extensive debris field and emphasize the devastating structural aftermath of the high-impact drop test on the clearly marked hazard-striped surface, where the scattered fragments and twisted metal components tell a clear story of overwhelming force, leaving the testing zone permanently altered by the experiment."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00190",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_00623_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A massive fireball erupts, expanding rapidly into a towering column of orange flames and dark smoke. Numerous pieces of debris and shrapnel are violently ejected outward, scattering through the air against a clear sky.",
+          "The camera initiates a steady pan to the right, shifting the lens across a field of scorched earth and scattered twisted metal that continues to glint under the harsh midday sun while capturing the initial trajectory of ejected fragments.",
+          "The camera continues its uninterrupted rightward drift, framing a calm riverbank and a line of undisturbed green foliage that contrasts with the earlier chaos, ensuring the original detonation zone completely vanishes from the edges of the shot.",
+          "The camera reverses direction and begins a deliberate pan to the left, sweeping back over the open dirt terrain where faint trails of gray smoke and drifting embers signal the approaching impact site and reconnect the peripheral landscape to the main event.",
+          "The camera completes its leftward sweep and firmly re-centers on the original action area, framing the towering column of orange flames and heavy structural debris still raining onto the scorched ground below as the fireball continues to churn against the clear sky."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00623",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00744_00415_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire rolls forward over two large clear balloons filled with colorful water beads on wet concrete. As the tire makes contact, it crushes the balloons, causing them to burst and scatter the beads and water across the ground.",
+          "The camera initiates a steady upward tilt at the precise moment the heavy, treaded rubber tire rolls forward to crush the first large, translucent water balloon, causing the thin latex membrane to rupture violently and send a chaotic spray of multicolored hydrogel beads and clear water splashing across the rough, textured concrete surface, which glistens with moisture under the diffuse, overcast daylight while the golden \"D'matches\" lettering on the customized rim catches a brief glint of reflection, simultaneously revealing the lower suspension components and the dark, muddy undercarriage of the vehicle as the perspective begins to shift away from the ground level debris, capturing the dynamic interplay between the mechanical force of the automobile and the fragile, colorful contents of the bursting sphere, where tiny blue, yellow, and red beads scatter like confetti across the damp pavement near the second intact balloon that remains poised for destruction.",
+          "The camera continues its smooth upward trajectory, leaving the crushed remains of the first balloon and the scattered hydrogel beads far below the frame, sweeping up along the curved silver fender and the dark, glossy wheel well of the vehicle to focus on the sleek body panels and the side mirror, which reflects the gray, cloudy sky above, effectively removing the original action area from view entirely and replacing the chaotic ground scene with the static, metallic surfaces of the car's exterior and the muted tones of the surrounding environment, highlighting the contrast between the vibrant, scattered colors on the wet concrete and the clean, polished lines of the automobile's design as the lens captures the upper portion of the door and the window frame against the backdrop of a bright, overcast day, where distant trees and a faint horizon line suggest a suburban setting.",
+          "The camera reverses its previous motion with a deliberate downward tilt, shifting the focus from the upper body panels and the reflective side mirror back towards the wheel assembly, bringing the silver rim and the black tire back into prominence as the frame descends past the dark wheel well, anticipating the return to the scene of the popped balloons where the colorful beads now lie scattered across the wet surface, capturing the texture of the car's paint and the gleam of the chrome accents as the perspective lowers, reorienting the viewer towards the ground level where the aftermath of the bursting spheres awaits rediscovery, with the light catching the water droplets on the vehicle's surface and emphasizing the transition from the static car body back to the dynamic, debris-strewn concrete below, as the golden text on the tire begins to re-enter the frame from the top.",
+          "The camera completes its downward tilt to fully re-establish the original action area, revealing the wet concrete ground once more where the two large water balloons have been completely crushed, leaving behind a vibrant carpet of multicolored hydrogel beads and shattered latex fragments scattered around the base of the tire, which now rests stationary amidst the colorful debris, showcasing the final state of the scene with the golden lettering on the rim clearly visible again and the water-soaked pavement glistening under the natural light, effectively bringing the viewer back to the point of impact where the mechanical force has transformed the intact spheres into a chaotic, beautiful mess of scattered colors, with tiny blue, red, yellow, and green beads embedded in the rough texture of the concrete and pooling in the small puddles of water released from the burst balloons."
+        ]
+      }
+    },
+    "original_task_id": "a00744_00415",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00098_01181_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand cracks a brown egg, dropping the yolk and white into a clear glass, then reaches into a carton to grab another egg and cracks it into the glass as well.",
+          "The camera initiates a smooth, steady crane upward motion, gradually elevating its perspective above the workspace; the warm, diffused kitchen lighting catches the glossy sheen of the remaining brown eggs nestled securely within their molded cardboard carton, while stacked recipe cards and scattered parchment papers rest across the aged wooden surface in a cozy, amber-hued glow that emphasizes the domestic tranquility of the morning preparation ritual and establishes a continuous vertical trajectory that begins to shift the focal plane toward the upper regions of the room, effectively expanding the spatial context beyond the initial close-up framing and revealing the subtle texture of the surrounding cabinetry alongside the gentle shadows cast by nearby utensils hanging from a wall-mounted rack, which reflects the soft ambient illumination and reinforces the intimate, lived-in atmosphere of the culinary environment.",
+          "The camera continues its uninterrupted crane upward trajectory, steadily rising past the preparation zone until the original action area completely disappears from view; the muted green wall, the blurred outlines of upper shelving units, and a soft overhead pendant light fixture become the sole focal points, capturing the subtle texture of the painted drywall and the faint dust particles drifting through the ambient illumination to create a quiet, elevated vantage point that momentarily suspends the narrative focus while maintaining the established vertical momentum, thereby framing the architectural details of the ceiling corner and the gentle gradient of shadows that define the upper perimeter of the kitchen space, effectively isolating the structural elements from the culinary activity below, leaving only the serene, unoccupied overhead environment visible within the expanding frame.",
+          "The camera smoothly reverses its vertical trajectory by commencing a controlled crane downward motion, gradually descending from the elevated architectural vantage point; the soft contours of the upper shelving and the warm, amber-toned illumination slowly drift back into the lower periphery, signaling the transition toward the workspace while the blurred edges of recipe binders and the faint silhouette of a hanging utensil rack reorient the viewer’s spatial awareness, setting the stage for a seamless return to the primary subject area without abrupt jumps or disorienting shifts in perspective, as the descending lens carefully navigates through the ambient lighting gradients to restore depth and context, allowing the textured surfaces of the surrounding cabinetry to gradually re-emerge and guide the eye downward.",
+          "The camera completes its deliberate crane downward motion, smoothly re-establishing the original eye-level viewpoint; the cluttered wooden table, the clear glass now holding two cracked eggs with vibrant yellow yolks suspended in translucent whites, and the open cardboard carton return fully into sharp focus, while the steady hand that has just finished pouring the second egg remains positioned above the rim, effectively restoring the intimate framing of the food preparation scene and confirming the continuity of the action within the cozy, amber-lit domestic environment, highlighting the glossy curves of the remaining eggs and the scattered parchment papers that surround the immediate workspace, as the composition settles precisely where it began to anchor the visual narrative back to the central culinary task."
+        ]
+      }
+    },
+    "original_task_id": "a00098_01181",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_00668_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A pool player thrusts a cue stick forward to strike the white cue ball, which rockets across the table and smashes into the racked colored balls, sending them scattering and bouncing off the cushions.",
+          "The camera initiates a deliberate outward arc counterclockwise, smoothly rotating its elevated vantage point while gradually widening the spatial framing without altering the vertical height; this continuous rotational movement exposes the expansive gray playing surface where the white cue ball continues its rapid trajectory toward the left cushion, simultaneously capturing the scattered rainbow of numbered spheres as they decelerate against the velvet texture and settle near the triangular rack footprint while the overhead studio lighting casts soft shadows across the polished wooden rails and diamond-shaped position markers that line the perimeter of the professional billiard table, emphasizing the contrast between the dark slate bed and the bright polymer coatings of the moving spheres as they roll toward the side pockets, while the discarded chalk residue on the tip of the resting cue stick remains faintly visible near the bottom edge of the frame.",
+          "The camera continues its steady outward arc counterclockwise, maintaining the established rotational velocity while smoothly transitioning the optical axis away from the central play zone without any sudden directional shifts; this persistent displacement gradually reveals the surrounding recreational environment where the vibrant blue commercial carpeting dominates the lower visual field, accompanied by the matte black finish of the table support legs and a nearby equipment storage cabinet that reflects the ambient overhead illumination, completely excluding the original billiard surface from the composition as the perspective migrates toward the peripheral room architecture and stationary furniture pieces positioned along the far wall boundary, showcasing the neutral gray acoustic panels mounted above the baseboards and the subtle grain patterns of the laminate flooring that extends into the adjacent hallway space, ensuring that every element within the newly framed sector remains completely detached from the initial gaming activity.",
+          "The camera begins a coordinated return arc clockwise, deliberately reversing the previous rotational trajectory while steadily narrowing the peripheral framing to guide the viewer back toward the primary subject area without interrupting the smooth kinetic flow; this corrective sweeping motion gradually reintroduces the outer boundary of the gaming setup where the dark slate rails and corner pocket assemblies emerge from the negative space, accompanied by the familiar blue carpet texture that anchors the base of the furniture arrangement, as the shifting optical alignment starts to capture the stationary chalk marks and resting accessories that were previously displaced beyond the active viewing zone during the earlier departure sequence, while the consistent overhead illumination gradually restores visibility to the polished wooden bridge rail and the faint scuff patterns on the surrounding floor covering that indicate frequent recreational use in this dedicated leisure space.",
+          "The camera completes its synchronized return arc clockwise, carefully aligning the optical center directly over the original gaming coordinates while stabilizing the elevated framing to precisely match the initial compositional baseline without introducing any residual lateral drift; this final rotational adjustment fully re-establishes the complete billiard surface where the white cue ball rests motionless near the center lane, surrounded by the widely dispersed colored spheres that have finally settled against the rubber cushions and near the diamond markers, as the consistent studio lighting highlights the smooth polymer finishes and the subtle fabric nap of the gray playing field in its post-break configuration, clearly displaying the strategic spacing of the numbered balls across the slate bed and the faint chalk dust lingering near the head string line, while the unwavering illumination ensures that every positional detail of the scattered arrangement remains perfectly legible within the restored overhead perspective."
+        ]
+      }
+    },
+    "original_task_id": "a00563_00668",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00027_00216_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A heavy sledgehammer strikes a standing bundle of candy canes, instantly shattering the hard candy into a cloud of red and white shards and dust.",
+          "The camera initiates a deliberate upward tilt that steadily raises its optical axis away from the immediate impact zone; a network of exposed steel trusses and dark acoustic baffles gradually fills the expanding frame under the cool wash of a single overhead spotlight that illuminates floating sugar particles drifting through the stagnant air, effectively transitioning the perspective from the ground-level destruction to the quiet industrial architecture hovering above the workbench, while the shallow depth of field keeps the ceiling rigging sharply focused against the blurred background, and the gradual shift in parallax reveals the vast vertical scale of the filming space. This continuous elevation creates a seamless visual bridge that disconnects the audience from the chaotic foreground, emphasizing the controlled, professional atmosphere of the soundstage while the lens captures the subtle interplay between the harsh artificial lighting and the soft, powdery remnants suspended in the darkened upper atmosphere.",
+          "The camera continues its unwavering upward tilt that completely abandons the initial workspace; heavy ventilation ducts and black soundproof panels dominate the composition while capturing the faint glow of distant control monitors reflecting against the dark upper walls, thereby establishing a fully displaced viewpoint that severs all visual connection to the original action area and emphasizes the vast, empty volume of the production space, while this sustained elevation pushes the frame into a region entirely disconnected from the ground-level event, allowing the viewer to observe the intricate network of cable management systems and structural crossbeams that span the overhead area under the dim, ambient wash of emergency exit signage. The persistent upward momentum ensures the original destruction zone remains completely obscured, reinforcing the temporary visual departure from the central narrative.",
+          "The camera reverses its trajectory with a controlled downward tilt that slowly descends from the shadowed ceiling infrastructure; the upper edges of the weathered workbench gradually come back into view as the ambient lighting begins to highlight the faint traces of residual sugar dust drifting through the air, methodically retracing the visual path to reconnect with the lower portion of the set while maintaining a steady pacing that prepares the frame for the final re-establishment of the scene. This deliberate descent shifts the optical focus away from the distant architectural elements and guides the perspective back toward the primary filming zone, gradually restoring spatial context as the lens navigates through the suspended particles and realigns with the horizontal plane of the countertop.",
+          "The camera completes its precise downward tilt that firmly re-establishes the original framing over the dark countertop; the heavy sledgehammer now rests beside a scattered field of fractured red and white candy cane fragments, allowing the viewer to clearly observe the complete aftermath of the violent impact against the cool, reflective surface as the lens settles into a static position that captures the full extent of the shattered sweets and the lingering powder spread across the workspace. This final stabilization locks the perspective back onto the primary action area, ensuring all visual elements return to their initial spatial relationship while highlighting the stark contrast between the pristine tools and the chaotic, colorful debris left behind."
+        ]
+      }
+    },
+    "original_task_id": "a00027_00216",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_00187_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A small box firework on the ground erupts, shooting a fountain of bright red, white, and blue sparks upward that scatter and rain down while thick smoke billows around the base.",
+          "The camera initiates a steady clockwise orbit around the pyrotechnic display, keeping the small square box centered in the frame as it violently ejects a fountain of red, white, and blue sparks that rain down onto the reddish-lit ground.",
+          "The camera persists in its clockwise rotation, drifting laterally until the active firework disappears from view entirely, leaving only the dark, featureless night sky and the faint, drifting haze of smoke visible in the periphery.",
+          "The camera switches to a counterclockwise orbit to begin its return, sweeping past the dark, open space where the lingering haze of smoke hangs in the air, moving back toward the center of the activity.",
+          "The camera finalizes its counterclockwise path to re-establish the original viewpoint, bringing the small box firework back into full view as it continues to burst with bright, crackling sparks that illuminate the surrounding dust and debris."
+        ]
+      }
+    },
+    "original_task_id": "a00843_00187",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00786_01466_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A player strikes the white cue ball with a pool cue, sending it forcefully into a racked triangle of colorful balls, causing them to scatter rapidly across the blue felt surface of the table.",
+          "The camera begins to arc counterclockwise from its high overhead position, revealing the player's gloved hand gripping the pool cue as the white ball rockets toward the tightly packed triangle of vibrant billiard balls on the smooth blue felt.",
+          "The camera continues its steady counterclockwise arc away from the playing surface, shifting the frame entirely toward the dimly lit gray flooring and the shadowed perimeter of the room until the pool table and all scattered spheres vanish completely from sight.",
+          "The camera initiates a smooth clockwise arc to reorient toward the gaming area, capturing the dark wooden rails and silver corner pockets gradually sliding back into the frame as the blue playing surface begins to reappear along the lower edge.",
+          "The camera completes its clockwise arc to settle back into the original overhead perspective, clearly displaying the final resting positions of the multicolored pool balls scattered across the expansive blue felt while the player's extended arm and resting cue stick frame the lower right corner."
+        ]
+      }
+    },
+    "original_task_id": "a00786_01466",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_01023_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A massive explosion erupts from a large brick building, sending a towering fireball and debris high into the air as thick smoke billows outward.",
+          "The camera initiates a smooth clockwise orbital sweep around the perimeter of the estate, steadily rotating along the overgrown grassy embankment while maintaining a consistent forward momentum that gradually repositions the viewpoint toward the western treeline, and as the lens tracks this deliberate arc the sprawling red brick manor remains firmly anchored in the frame, capturing the precise moment when a violent detonation shatters the central gable, sending a towering column of incandescent flames and pulverized masonry skyward while thick plumes of black smoke rapidly obscure the upper chimneys and rain burning embers onto the surrounding foliage, simultaneously illuminating the damp earth with an intense, flickering amber glow that reflects off scattered glass shards and twisted iron fixtures littering the courtyard, where heavy wooden doors splinter outward under the concussive force and once pristine architectural details dissolve into chaotic fragments across the dew-soaked meadow.",
+          "The camera continues its steady clockwise orbital trajectory along the outer ridge, persistently tracking past the dense cluster of weathered birch trees that dominate the foreground while the rotational speed remains uniform and unhurried, further distancing the lens from the original focal point, and as the perspective shifts entirely away from the initial structure the frame becomes exclusively occupied by the quiet countryside landscape, revealing a sprawling meadow of tall green grasses swaying in the wind, a distant stone wall covered in ivy, and a pale overcast sky where only faint wisps of gray ash drift downward, completely erasing the explosive manor from sight and replacing the chaos with serene, untouched rural tranquility, while a lone rusted fence post stands silhouetted against the horizon and wildflowers sway gently near a shallow drainage ditch.",
+          "The camera reverses its directional path and begins a deliberate counterclockwise orbital return along the same grassy ridge, smoothly pivoting back toward the eastern coordinates while gradually closing the distance to the original composition through a consistent, unhurried rotation, and as the lens realigns with the central axis the devastated manor reemerges into view, showcasing the catastrophic aftermath of the blast with collapsed masonry piles, twisted roof beams still smoldering, and a massive crater where the foundation once stood, all shrouded beneath a lingering haze of crimson-tinged smoke that slowly dissipates into the cloudy atmosphere while casting long, dramatic shadows across the scorched earth, where charred timber fragments and shattered window panes create a jagged mosaic across the ruined courtyard floor.",
+          "The camera completes its counterclockwise orbital arc and settles back into the initial framing position, stabilizing its rotational movement to perfectly match the opening perspective while locking focus on the primary structure through a gentle, precise adjustment, and with the viewpoint fully restored the large brick building dominates the composition once more, clearly displaying the final state of destruction as towering flames continue to lick at the remaining walls, thick black smoke billows heavily from the shattered windows, and scattered debris litters the surrounding lawn under the muted daylight, effectively bookending the sequence by returning the audience to the exact vantage point where the catastrophic eruption first unfolded, now revealing the complete structural collapse and the slow descent of cooling ash over the devastated grounds."
+        ]
+      }
+    },
+    "original_task_id": "a00106_01023",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00089_00763_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person releases a white Discraft disc, sending it rolling vertically across dry, brown grass. The disc travels forward over the uneven terrain, wobbling slightly as it maintains its upright momentum across the field.",
+          "The camera initiates a slow, deliberate crane down toward the parched terrain, steadily descending along a smooth vertical trajectory, while the wide lens captures the white Discraft disc as it begins its vertical roll across the brittle, brown blades of grass, with the fading golden-hour sunlight casting long, stretching shadows from distant tree lines onto the uneven ground and illuminating the subtle texture of dry soil beneath the spinning plastic as the perspective shifts to a lower, intimate angle that emphasizes the disc's wobbling momentum across the open field, narrowing focus to isolate the rolling object against the textured backdrop, enhancing contrast between the bright plastic and the dormant earth while the ambient light gently fades, creating a dramatic visual separation that draws attention directly to the central motion.",
+          "The camera continues its steady crane down into the immediate foreground, completely abandoning the initial playing field, while the frame fills exclusively with a dense patch of tangled roots, scattered dry leaves, and compacted earth that completely obscures any trace of the rolling disc or the thrower's original position, revealing instead the intricate network of fungal threads and cracked soil patterns that emerge under the low-angle scrutiny as the lens settles into a macro-like perspective of the dormant ground cover and captures the subtle interplay of shadow and texture across the barren surface, effectively erasing all contextual landmarks from view while the natural elements dominate the composition.",
+          "The camera begins a smooth crane up away from the dirt, gradually ascending along the same vertical axis, while the lens reveals the broader expanse of the dry meadow as the scattered foliage and compacted soil recede from view and the distant tree line begins to reappear against the soft twilight sky, slowly reintroducing the weathered wooden fence posts and the gentle slope of the hill that frame the open space where the disc originally traveled, thereby reorienting the viewer toward the horizontal plane of the grassy field, allowing the ambient dusk light to gradually wash over the recovering landscape while restoring spatial continuity.",
+          "The camera completes its steady crane up to the original height, perfectly realigning with the initial vantage point, while the frame clearly captures the white Discraft disc as it continues its wobbling trajectory across the dry, brown grass, now resting near a distant metal basket post under the cooling evening light, with the surrounding trees and parked vehicles in the background coming back into sharp focus to fully restore the context of the casual disc golf practice session and confirm the disc's final resting position on the uneven terrain, successfully bridging the visual gap created by the temporary descent while reestablishing the primary subject."
+        ]
+      }
+    },
+    "original_task_id": "a00089_00763",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00144_00810_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person pours liquid and ice cubes from a metal shaker into a glass mixing cup that already contains an amber fluid. The ice tumbles down into the glass alongside the stream of liquid.",
+          "The camera begins a smooth pan to the right, shifting the frame away from the pouring action to reveal the glossy white countertop and the polished rim of a nearby stainless steel sink.",
+          "The camera continues its steady pan to the right, completely removing the mixing station from view and centering instead on a row of stacked crystal tumblers resting beside a dark walnut cutting board.",
+          "The camera reverses trajectory and initiates a deliberate pan to the left, sweeping past the bright subway tile backsplash and a wall-mounted rack of hanging copper bar tools.",
+          "The camera completes its leftward pan and locks back onto the original composition, clearly showcasing the diamond-cut mixing glass now crowded with clear ice cubes and the rich amber liquid settling at the bottom."
+        ]
+      }
+    },
+    "original_task_id": "a00144_00810",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00027_00216_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A bundle of red and white striped candy canes, tied together with a pale blue ribbon, stands upright on a scratched dark countertop under bright, focused studio lighting, just as a heavy sledgehammer descends from above to strike the top.",
+          "As the sledgehammer makes contact with the candy canes, the overhead studio lights begin to flicker and dim rapidly, causing the vibrant red stripes to lose saturation and deep shadows to encroach upon the dark surface beneath the standing bundle.",
+          "The scene plunges into near-total darkness as the lights cut out completely, obscuring the violent shattering of the candy canes so that only faint, ghostly outlines of the falling debris and the sledgehammer handle are barely perceptible against the black background.",
+          "The overhead lights flicker back to life, gradually illuminating the scene again as the harsh artificial glow returns, revealing a chaotic scattering of red and white fragments beginning to take shape on the dark, scratched surface.",
+          "With the lighting fully restored to its original brightness, the camera clearly reveals the aftermath: shattered red and white candy cane fragments scattered across the dark surface, with the crumpled white ribbon lying among the debris near the resting head of the sledgehammer."
+        ]
+      }
+    },
+    "original_task_id": "a00027_00216",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00043_00428_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A large, reflective stainless steel bowl sits on a dark surface near a cracked adobe wall, catching bright sunlight as a person starts pouring a stream of white granules from a tray.",
+          "Sudden heavy clouds move in to block the sun, causing the bright reflections on the metal bowl to dim and the shadows on the rough ground to deepen significantly.",
+          "The environment is engulfed in deep shadow as the sunlight is completely obscured, rendering the stainless steel bowl and the pouring action barely visible in the gloom against the dark surface.",
+          "As the heavy clouds part and natural sunlight floods back in, the scene brightens up, gradually revealing the stainless steel bowl which is now accumulating a significant pile of the white granular substance.",
+          "The lighting has fully recovered to bright daylight, clearly displaying the large stainless steel bowl on the dark surface, now filled with a substantial mound of the white granular powder."
+        ]
+      }
+    },
+    "original_task_id": "a00043_00428",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00043_01032_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static top-down shot captures a stainless steel mixing bowl filled with a mound of white flour resting on a light wooden countertop, while a hand tilts a small brown jar to pour granular yeast into the powder.",
+          "The bright overhead kitchen lights suddenly flicker and begin to dim, causing the illumination on the wooden table to waver. Shadows around the metal bowl deepen rapidly, and the white flour loses its brightness as the room starts to darken.",
+          "The lights cut out completely, plunging the scene into near-total darkness where the stainless steel bowl and the hand holding the jar are barely visible as faint, ghostly outlines against the black background.",
+          "The overhead lights flicker back to life, gradually restoring brightness to the kitchen counter. The wooden grain of the table becomes clear again, and the white flour in the bowl slowly regains its stark contrast as the illumination stabilizes.",
+          "With the lighting fully recovered, the camera clearly shows a hand mixing the granular yeast into the large metal bowl of white flour, incorporating the ingredient into the powder on the wooden table."
+        ]
+      }
+    },
+    "original_task_id": "a00043_01032",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00089_00763_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person crouches on dry, brown grass holding a white Discraft disc, preparing to release it, with tall trees silhouetted against a bright evening sky in the background.",
+          "As the person releases the disc onto the uneven terrain, heavy storm clouds rapidly roll in, causing the natural light to dim significantly and shadows to deepen across the field.",
+          "The scene plunges into deep shadow as the clouds completely obscure the sun, leaving the rolling disc barely visible as a faint shape moving through the darkness.",
+          "The storm clouds begin to break apart, allowing bright sunlight to return and illuminate the texture of the dry grass as visibility is gradually restored.",
+          "The lighting fully recovers to reveal the white Discraft disc large and blurred in the bottom right foreground, while the person stands near a basket in the distance."
+        ]
+      }
+    },
+    "original_task_id": "a00089_00763",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00092_00591_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A female tennis player wearing a yellow top and dark skirt runs across the blue hard court, swinging her racquet near the white service lines as a yellow tennis ball rests on the ground.",
+          "The bright overhead stadium floodlights begin to flicker and dim rapidly, causing the vibrant blue court surface to lose its saturation and the player's shadow to lengthen and darken significantly.",
+          "The arena is plunged into near-total darkness as the lights fail completely, leaving only the faint, ghostly outline of the white court lines barely visible against the deep blue gloom.",
+          "The stadium floodlights flicker back to life, gradually washing the scene in bright artificial light again and revealing the texture of the blue court surface and the player's position.",
+          "With the lighting fully recovered and bright, the camera clearly shows the yellow tennis ball bouncing near the white service line on the blue court surface, marking the end of the rally."
+        ]
+      }
+    },
+    "original_task_id": "a00092_00591",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00097_00353_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A shovel with a wooden handle plunges into dark, churning water, striking the edge of a thick sheet of ice on the right, breaking the frozen surface under clear, cool daylight.",
+          "As the tool strikes the ice again, heavy grey storm clouds rapidly roll in overhead, causing the ambient light to drop and shadows to deepen across the rippling water and frozen edge.",
+          "The scene is engulfed in darkness as the clouds completely obscure the sun, leaving the shovel and the jagged ice boundary barely visible as faint silhouettes against the black water.",
+          "The storm clouds begin to dissipate, allowing natural light to filter back through and gradually illuminate the scene, revealing the texture of the water and the broken ice once more.",
+          "The lighting fully recovers to reveal the final state: a jagged, broken edge on the ice sheet with submerged fragments floating in the dark, churning water where the tool had struck."
+        ]
+      }
+    },
+    "original_task_id": "a00097_00353",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00098_00335_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static shot shows a large stainless steel bowl filled with vibrant orange egg yolks and clear whites, while hands hold white eggs above the rim next to a green crate full of eggs under bright artificial light.",
+          "The overhead lights begin to flicker erratically, causing the bright reflections on the metal bowl to stutter and fade as shadows deepen around the green crate and the vibrant colors of the yolks start to desaturate.",
+          "The lights switch off completely, plunging the scene into near-total darkness where only faint, ghostly outlines of the metal bowl and the crate remain visible, obscuring the bright yolks and the hands in deep shadow.",
+          "The overhead lights flicker back to life, gradually illuminating the scene as the darkness recedes, revealing the metallic sheen of the bowl and the returning brightness of the egg yolks while the hands become visible again.",
+          "The lighting has fully recovered to reveal a large metal pot densely filled with raw egg yolks and whites, with hands holding two uncracked white eggs above the bowl beside the crate of whole eggs."
+        ]
+      }
+    },
+    "original_task_id": "a00098_00335",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00098_00483_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a brightly lit kitchen, a person wearing a dark apron stands behind a wooden table and begins tilting a small glass bowl to pour raw egg yolks into a clear glass pie dish that already contains two yellow yolks.",
+          "As the yolks slide from the small bowl, the overhead kitchen lights suddenly flicker and dim, causing shadows to lengthen across the wooden table and the vibrant yellow of the eggs in the glass pie dish to fade into gray.",
+          "The room plunges into darkness as the lights switch off completely, obscuring the details of the kitchen and leaving only the faint, ghostly reflection of the glass pie dish barely visible on the wooden surface.",
+          "The overhead lights buzz and flicker back on, gradually restoring visibility to the scene as the person completes the pouring action, bringing the colors of the raw eggs and the grain of the wooden table back into focus.",
+          "The lighting is now fully restored and stable, clearly revealing the final arrangement where the glass pie dish on the wooden table holds several raw eggs with distinct yolks, and a hand rests holding the empty small glass bowl."
+        ]
+      }
+    },
+    "original_task_id": "a00098_00483",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00098_01181_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up shot shows a hand holding a brown egg over a clear drinking glass, while a white carton filled with more brown eggs sits to the left on a stack of papers.",
+          "The warm indoor lighting suddenly flickers and begins to dim rapidly, casting deepening shadows across the egg carton and the clear glass as the colors start to desaturate.",
+          "The scene plunges into near-total darkness, with only faint, indistinct silhouettes of the egg carton and the glass barely visible against the black background.",
+          "The lighting gradually returns, flickering back to life and slowly revealing the details of the scene again as the warm tones reappear and visibility is restored.",
+          "The lighting is fully restored, clearly showing the clear glass now containing raw egg yolk and white, with a hand holding broken eggshells above it."
+        ]
+      }
+    },
+    "original_task_id": "a00098_01181",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00102_01345_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up static shot captures a metal mesh strainer hovering over a dark ceramic bowl, filtering a translucent pink liquid that drips down in thin streams to create ripples and clusters of bubbles on the red juice surface.",
+          "As the liquid continues to drip through the strainer, the ambient lighting suddenly begins to flicker and dim, causing the bright white highlights on the red juice to fade while shadows deepen around the rim of the bowl.",
+          "The scene plunges into near-total darkness, leaving the bowl and strainer almost completely obscured, with only a faint, ghostly suggestion of the liquid's surface visible in the extreme low light.",
+          "The overhead lights flicker back on, gradually restoring illumination to the scene and revealing the dark bowl once more as the red liquid settles and the surface details become clear again.",
+          "With the lighting fully recovered, the shot clearly shows the dark bowl holding a pool of vibrant red liquid, its surface shimmering with scattered bubbles and faint ripples where the straining process has completed."
+        ]
+      }
+    },
+    "original_task_id": "a00102_01345",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_00691_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static aerial view shows a winding river flowing through dense green vegetation and patchwork fields, with initial plumes of white smoke rising from the forest as a massive explosion begins to erupt.",
+          "As the explosion grows, a towering column of black smoke and fire shoots upward, rapidly expanding and blotting out the sunlight, causing the shadows on the river and fields to deepen significantly.",
+          "The scene is engulfed in darkness as the thick smoke and ash completely block the sun, rendering the landscape barely visible except for the faint glow of burning debris in the center.",
+          "The dense cloud of smoke begins to thin out, allowing natural light to filter back through and gradually revealing the winding river and the surrounding tropical landscape once again.",
+          "Full daylight returns to show a massive cloud of white and dark smoke billowing upward, with numerous white trails of debris arcing radially outward and downward in a starburst pattern over the trees."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00691",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_00880_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static shot captures the large, angular metal armor plate resting on a dirt mound in a field of dry, brown grass, just as a violent explosion detonates against its left side.",
+          "As the fireball begins to surge, sudden heavy storm clouds roll in rapidly from the horizon, causing the ambient lighting to drop significantly and shadows to deepen around the angular metal structure.",
+          "The scene is plunged into near-total darkness as the thick storm clouds completely block the sunlight, rendering the metal target and the erupting debris barely visible in the deep, desaturated gloom.",
+          "The heavy storm clouds quickly begin to part, allowing shafts of natural light to filter back through and gradually illuminate the dry grass and the dirt mound beneath the metal target.",
+          "The lighting fully recovers to clearly reveal the aftermath: a massive fireball and thick black smoke engulfing the left side of the metal structure, while the right angled panel remains standing upright on the mound."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00880",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_00896_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static shot captures the base of a rocket with red 'USA' lettering standing next to a grey metal gantry marked '1 SIDE 4', all illuminated by bright artificial floodlights against a deep blue twilight sky.",
+          "The floodlights illuminating the white rocket section and the metal staircase suddenly flicker and begin to dim, causing shadows to deepen rapidly across the industrial structures and the red crane on the right.",
+          "The scene plunges into near-total darkness as the artificial lights fail completely, leaving the rocket base, the '1 SIDE 4' marking, and the surrounding metal framework barely visible in the gloom.",
+          "An intense orange glow begins to radiate from the bottom of the frame, gradually lighting up the dark metal stairs and gantry beams as the engines ignite with growing power.",
+          "The lighting fully recovers as a massive, blinding cloud of bright orange fire and exhaust erupts, completely engulfing the launch platform and obscuring the rocket base and metal structures in intense, chaotic light."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00896",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_01023_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static shot captures a large brick manor house surrounded by green fields and foreground trees, as a massive explosion suddenly erupts from the structure, sending a towering column of reddish-brown smoke and debris high into the cloudy sky.",
+          "As the explosion continues to billow, thick black smoke and ash rapidly mix with the reddish plume, causing the ambient daylight to dim significantly as the smoke cloud begins to blot out the sun, deepening shadows across the brick walls and foreground foliage.",
+          "The scene plunges into near-total darkness as the dense cloud of smoke and ash completely obscures the sun, leaving only the faint, silhouetted outline of the manor's roof and the chaotic shape of the explosion barely visible against the black sky.",
+          "The oppressive darkness begins to lift as the smoke cloud shifts and thins slightly, allowing patches of daylight to filter through and gradually illuminate the charred brickwork and the turbulent atmosphere around the building.",
+          "Full daylight returns to reveal the aftermath, where a massive fireball now engulfs the manor's roof, sending thick black smoke and flying debris high into the sky, while the lower brick walls remain partially visible beneath the intense flames."
+        ]
+      }
+    },
+    "original_task_id": "a00106_01023",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_01537_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A top-down aerial view captures a rocket engine test on a concrete pad, where a black metal truss structure holds the vehicle stationary as white vapor plumes begin to erupt from the base in a starburst pattern.",
+          "The bright daylight begins to fade rapidly as heavy, dark storm clouds roll in from the edges of the frame, casting deep shadows over the concrete pad and causing the colors of the scene to desaturate significantly.",
+          "The scene plunges into near-total darkness as the storm clouds completely blot out the sun, leaving only faint, ghostly outlines of the black metal structure and the faintest hint of the expanding vapor plumes visible in the gloom.",
+          "The oppressive darkness lifts as the storm clouds begin to break apart, allowing shafts of sunlight to pierce through and gradually illuminate the rocket engine and the swirling masses of exhaust below.",
+          "Sunlight fully returns to reveal the intense climax of the test, where the rocket engine is now burning fiercely, producing a massive, turbulent cloud of bright orange fire and thick white smoke that engulfs the area beneath the stationary black metal structure."
+        ]
+      }
+    },
+    "original_task_id": "a00106_01537",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00107_00694_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static close-up shows a gloved hand pressing a metal chisel against a rapidly spinning, light-colored wooden block mounted on a lathe, sending a spray of fine sawdust into the air as the surface is smoothed.",
+          "The bright natural lighting begins to drop significantly as heavy, dark storm clouds roll over the workshop area, causing the shadows around the spinning wood and the metal tool rest to deepen and colors to desaturate.",
+          "The scene plunges into near-total darkness as the storm clouds completely block the sun, leaving only the faint, ghostly outline of the spinning wooden mass and the sawdust-covered gloves barely visible in the gloom.",
+          "The lighting gradually begins to return as the heavy clouds start to part, revealing the details of the woodworking lathe, the metal chisel, and the scattered wood shavings once more as the ambient light strengthens.",
+          "With the lighting fully recovered, the camera clearly shows the final physical state: the wooden workpiece is now shaped into a smooth, rounded, bulbous form spinning on the lathe, with sawdust covering the gloved hands holding the tool."
+        ]
+      }
+    },
+    "original_task_id": "a00107_00694",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00112_00847_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Under a bright blue sky, a white off-road buggy with open doors is pulled along a dry dirt track by a taut yellow tow strap, kicking up dust near golden grass and dark mountains.",
+          "Dark storm clouds rapidly roll over the distant mountain ridge, casting deep shadows across the dry terrain as the sunlight dims and the vibrant colors of the landscape begin to fade.",
+          "The environment plunges into deep shadow as the storm clouds completely obscure the sun, leaving the white buggy and the yellow tow strap barely visible as faint shapes in the sudden gloom.",
+          "The heavy cloud cover starts to thin and break apart, allowing sunlight to filter back through the atmosphere and gradually illuminate the swirling dust and the contours of the dry hills.",
+          "Full sunlight returns to reveal a massive cloud of brown dust engulfing the white buggy, obscuring its chassis while the yellow tow rope stretches taut into the thick, billowing haze."
+        ]
+      }
+    },
+    "original_task_id": "a00112_00847",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00132_00608_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A heavy mechanical press descends rapidly onto a rectangular metal bar resting on a worn lower die, beginning to crush the hot steel while small sparks and debris scatter near the impact zone.",
+          "As the heavy ram presses down, the ambient workshop lighting suddenly flickers and dims significantly, casting long shadows across the metal surfaces and making the orange heat of the steel stand out more starkly.",
+          "The scene plunges into darkness as the lights fail completely, obscuring the heavy machinery and leaving only the faint, residual heat glow of the metal bar barely visible within the shadowed press area.",
+          "The artificial lighting flickers back on, gradually brightening the industrial setting and slowly revealing the heavy press in its lowered position while the details of the crushed metal begin to emerge from the shadows.",
+          "The lighting fully recovers to reveal the final result: the metal bar has been compressed into a flat, wide sheet on the bottom die, surrounded by scattered dark flakes of scale and debris."
+        ]
+      }
+    },
+    "original_task_id": "a00132_00608",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00190_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A pink tablet stands upright on a metal platform marked with yellow and black hazard tape, while a man in a white lab coat kneels in the background near two bright studio lights.",
+          "The two bright studio lights in the background begin to flicker and dim rapidly, casting deepening shadows across the workshop floor and causing the colors of the pink tablet to desaturate.",
+          "The workshop plunges into near-total darkness as the artificial lights cut out completely, leaving only faint ambient glimmers barely revealing the silhouette of the standing tablet on the metal platform.",
+          "The studio lights flicker back to life with a sudden surge of brightness, illuminating the scene once more as the man in the white coat remains kneeling in the background.",
+          "Under the fully restored lighting, the pink tablet is revealed to be completely flattened against the metal platform, surrounded by large, jagged chunks of shattered concrete from the dropped block."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00190",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00574_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Three cans of Joys Salted Peanuts filled with blue and yellow water beads sit on the concrete pavement next to a stationary black car tire under normal daylight.",
+          "The sunlight begins to fade rapidly as storm clouds gather, and the car tire starts to roll forward, its tread making contact with the first can.",
+          "The scene plunges into near-total darkness, hiding the action as the tire rolls over the cans, leaving only the vague silhouette of the vehicle visible against the dim ground.",
+          "The heavy storm clouds begin to part and sunlight filters back in, gradually illuminating the black tire as it completes its roll past the crushed metal containers on the pavement.",
+          "Full daylight returns to reveal the three crushed metal cans lying flattened on the pavement, with blue and yellow gel beads scattered widely across the textured concrete."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00574",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00729_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A rectangular plastic container filled with layered rainbow slime and clear water beads sits on the rough gray asphalt next to a large black car tire, illuminated by bright natural daylight.",
+          "Dark storm clouds suddenly roll overhead, causing the natural light to flicker and dim rapidly as deep shadows begin to engulf the colorful water beads and the tread of the car tire.",
+          "The scene plunges into near-total darkness, obscuring the container as the heavy tire begins to crush it, with only faint silhouettes of the scattered beads visible against the dark ground.",
+          "The heavy clouds begin to part, allowing sunlight to filter back through and gradually reveal the crushed remains of the plastic container and the spreading orange slime on the asphalt.",
+          "The lighting fully recovers to bright daylight, clearly showing the flattened plastic container lying crushed on the asphalt, spilling orange slime and scattering hundreds of colorful water beads across the wet ground near the tire."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00729",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00800_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A large black car tire rests on a wooden ramp next to a whole green watermelon on the gray asphalt, with the tire just beginning to roll forward to crush the fruit under its weight.",
+          "As the tire presses down, heavy dark storm clouds suddenly roll in from the side, causing the natural sunlight to dim rapidly and casting deep, lengthening shadows over the watermelon and the textured pavement.",
+          "The scene plunges into near-total darkness as the storm clouds completely block the sun, rendering the car tire and the bursting watermelon barely visible as faint, shadowy silhouettes against the dim asphalt.",
+          "The heavy cloud cover begins to break apart, allowing shafts of sunlight to pierce through and gradually illuminate the scattered red pulp and green rind chunks lying on the ground near the tire.",
+          "The lighting returns to full brightness, clearly revealing the crushed remains of the watermelon with red flesh and green rind scattered across the asphalt next to the stationary car tire and wooden block."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00800",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00144_00810_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up shot captures a person's hands tilting a stainless steel shaker to pour liquid and ice into a clear, diamond-patterned glass resting on a white countertop, illuminated by bright, even indoor lighting that highlights the amber fluid.",
+          "The bright overhead lights suddenly flicker and dim, causing the scene to darken rapidly as shadows lengthen across the white beadboard wall and the reflection on the metal shaker fades while the pouring continues.",
+          "The environment plunges into deep darkness, rendering the white countertop and the diamond-patterned glass almost invisible, with only the faint, shadowy outline of the person's hands and the shaker barely discernible in the gloom.",
+          "The artificial lighting begins to surge back, flickering on and gradually washing away the shadows to reveal the white surface and the glass once more as the scene brightens steadily.",
+          "The lighting fully recovers to its initial brightness, clearly revealing the final state where the diamond-patterned glass sits on the white counter, containing the brown liquid and topped with large chunks of clear ice."
+        ]
+      }
+    },
+    "original_task_id": "a00144_00810",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00204_01516_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Two curling players in bright yellow shirts and black pants vigorously sweep the white ice with brooms in front of a sliding yellow stone, while a third player watches from behind near the blue rink border.",
+          "The bright overhead arena lights begin to flicker and dim, casting deepening shadows across the ice as the players continue to sweep the yellow stone, the colors of their shirts starting to desaturate in the fading light.",
+          "The arena plunges into near-total darkness, leaving only the faintest, barely visible outline of the yellow curling stone and the sweeping brooms against the dark ice surface, effectively hiding the players.",
+          "The overhead lights flicker back on, gradually illuminating the rink again as the shadows recede and the white ice reflects the returning brightness, slowly revealing the players and the stone's new position.",
+          "The lighting fully recovers to bright normal levels, clearly showing the yellow curling stone resting centrally inside the blue target circle, surrounded by the players in yellow shirts holding their brooms on the white ice."
+        ]
+      }
+    },
+    "original_task_id": "a00204_01516",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00207_02059_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black Nikon camera sits centered on a circular metal base beneath a massive, shiny hydraulic press ram, with yellow lightning bolt warning signs visible on the green industrial wall in the background.",
+          "As the press ram descends and the camera body starts to buckle under pressure, the overhead workshop lights flicker erratically and dim, causing the metallic reflections to fade and shadows to lengthen rapidly.",
+          "The environment plunges into heavy darkness, hiding the violent crushing action almost entirely, leaving only the vague, shadowy silhouette of the press ram and the metal base visible in the gloom.",
+          "The artificial lights flicker back on, slowly restoring visibility to the workshop as the press remains lowered, gradually revealing scattered metal shards and the camera strap draped across the table surface.",
+          "With the lighting fully restored to normal brightness, the Nikon camera is shown completely destroyed and crushed flat into a pile of jagged debris, with its strap hanging limply from the ruined chassis."
+        ]
+      }
+    },
+    "original_task_id": "a00207_02059",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00233_00090_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person wearing blue nitrile gloves holds a large white scoop filled with flour over a shiny stainless steel mixing bowl. To the left, a light blue bowl sits on the counter near a window. The flour begins to pour from the scoop, creating a stream of white powder falling into the empty metal bowl.",
+          "The bright linear reflections on the curved stainless steel bowl suddenly flicker and dim as the overhead lights fail. Shadows deepen rapidly across the counter, and the vibrant white of the flour and the blue gloves begins to desaturate into gray tones as the room loses its primary illumination.",
+          "The scene is plunged into heavy darkness, obscuring almost all detail except for the faint outline of the window frame on the left. The stainless steel bowl is barely visible as a dark shape, and the pouring flour is hidden in the shadows, continuing its accumulation unseen.",
+          "The artificial lighting flickers back on, gradually washing out the darkness and restoring the metallic sheen to the mixing bowl. The blue gloves and the white scoop become distinct again as the light intensifies, revealing the growing pile of flour at the bottom of the bowl.",
+          "The lighting has fully stabilized, brightly illuminating the kitchen counter once more. A substantial mound of white flour now sits settled at the bottom of the large stainless steel mixing bowl, while the blue-gloved hand rests near the edge of the frame, the pouring action complete."
+        ]
+      }
+    },
+    "original_task_id": "a00233_00090",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00233_00238_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A steady stream of white flour cascades from a tilted metal bowl into a larger stainless steel mixing basin, landing next to a pile of granulated sugar, while a gloved hand steadies the container under bright kitchen lighting.",
+          "The overhead kitchen lights begin to flicker erratically, casting deepening shadows across the stainless steel bowl as the steady stream of flour continues to pour, causing the white powder and sugar to lose their brightness and desaturate.",
+          "The scene plunges into near-total darkness as the lights completely fail, leaving only faint, indistinct outlines of the metal bowl and the settling mound of flour barely visible in the gloom.",
+          "The overhead lights sputter and begin to return, gradually illuminating the interior of the large stainless steel bowl again, revealing the accumulated mound of white flour and sugar as visibility slowly restores.",
+          "The lighting fully recovers to its original brightness, clearly revealing the final state: a large stainless steel mixing bowl containing a settled, combined mound of white flour and granulated sugar at the bottom, with the pouring action complete."
+        ]
+      }
+    },
+    "original_task_id": "a00233_00238",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00237_00609_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand carefully places a small wooden domino at the end of a curved line next to a complex tower of wooden blocks with drilled holes, illuminated by bright, steady indoor lighting.",
+          "The ambient lighting suddenly begins to flicker and dim, causing the shadows around the base of the wooden block tower and the line of dominoes to deepen and lengthen rapidly.",
+          "The scene is plunged into heavy darkness, rendering the wooden block structure and the row of dominoes almost invisible, with only faint outlines distinguishable in the low light.",
+          "The lights flicker back to life, gradually illuminating the scene again as a blue marble speeds down the wooden ramps and impacts the first standing domino in the line.",
+          "The lighting fully recovers to clearly show a blue marble resting near the base of the wooden block structure while the curved row of wooden dominoes is toppling over in a chain reaction."
+        ]
+      }
+    },
+    "original_task_id": "a00237_00609",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00237_00717_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A glossy red and white ceramic object tumbles rapidly toward the rotating metal teeth of an industrial shredder set against a blue metal wall, clearly illuminated by bright overhead artificial lighting that reflects off the smooth surface.",
+          "As the ceramic object hits the blades, the overhead industrial lights suddenly flicker and begin to dim, casting deep shadows over the metal teeth and causing the vibrant red colors to desaturate quickly.",
+          "The scene plunges into near-total darkness as the lights switch off completely, leaving only faint, barely visible outlines of the shredder's heavy metal gears in the gloom while the crushing action continues unseen.",
+          "The overhead lights flicker back to life, gradually restoring bright illumination to the blue wall and the shredder mechanism, revealing the heavy metal teeth continuing their relentless rotation as full visibility returns.",
+          "With lighting fully recovered, the camera clearly shows the red polka-dotted object completely shredded into small white and red fragments that are rapidly disappearing between the rotating metal blades of the industrial machine."
+        ]
+      }
+    },
+    "original_task_id": "a00237_00717",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00238_00133_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up static shot of a light-colored wooden marble run featuring carved tracks and curved channels, where a glass marble begins rolling along the upper track under bright, steady illumination.",
+          "The overhead workshop lights begin to flicker and dim, causing the shadows within the carved wooden channels to deepen significantly and the warm tones of the wood grain to desaturate.",
+          "The scene plunges into near-total darkness as the lights switch off completely, leaving only the faint, shadowy silhouette of the wooden track structure barely visible against the black background.",
+          "The overhead lights flicker back on, gradually restoring visibility to the wooden structure as the heavy shadows recede and the natural pale color of the timber returns to the frame.",
+          "With the lighting fully restored to its original brightness, the camera clearly shows a blue marble resting securely inside a carved circular hole in a wooden block on the left side of the stationary track."
+        ]
+      }
+    },
+    "original_task_id": "a00238_00133",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00270_00023_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "The Uzbekistan Airways airplane, displaying a blue upper fuselage and green lower section, descends with landing gear extended, its large blue engine with a yellow logo clearly visible against the grey sky.",
+          "As the plane nears the runway, dense storm clouds rapidly gather overhead, causing the ambient light to dim significantly and casting deeper shadows beneath the extended wing flaps and landing gear.",
+          "The environment plunges into near-total darkness as the storm front blocks all light, rendering the white fuselage and wing structures almost invisible, with only the faint silhouette of the wheels remaining.",
+          "The oppressive cloud layer begins to break apart, allowing diffuse grey daylight to filter back through and gradually revealing the wet runway surface and the side of the aircraft's white fuselage.",
+          "The lighting fully returns to its original level, clearly showing the large airplane rolling away down the wet runway with wing spoilers deployed and water spraying from the tires as it slows."
+        ]
+      }
+    },
+    "original_task_id": "a00270_00023",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00280_00363_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skier descends rapidly down the steep, snow-covered mountain slope, navigating around the scattered dark rocks while kicking up a large spray of white powder with each turn under bright sunlight.",
+          "As the skier continues their rapid descent, heavy storm clouds suddenly roll over the ridge, causing the bright sunlight to dim and shadows to deepen around the scattered dark rocks on the slope.",
+          "The scene plunges into near-total darkness as the storm clouds completely engulf the mountain, leaving the skier and the snow-covered terrain barely visible in the deep, gloomy shadows.",
+          "The heavy storm clouds begin to part, allowing sunlight to gradually return and illuminate the snowy slope once more, revealing the aftermath of the descent near the scattered dark rocks.",
+          "The lighting has fully recovered to reveal a person lying on their back in the snow with limbs splayed, surrounded by a spray of powder near the scattered dark rocks where the descent ended."
+        ]
+      }
+    },
+    "original_task_id": "a00280_00363",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00318_00064_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A pineapple sits perched on the peak of a rough, brown dirt mound surrounded by dry scrub brush, under a bright blue sky with soft white clouds.",
+          "Dark, heavy storm clouds rapidly roll in from the sides, blocking the sun and causing the lighting on the dirt mound and pineapple to dim significantly while shadows deepen.",
+          "The scene is plunged into near darkness as thick clouds completely obscure the sky, leaving the brown dirt mound and pineapple as barely visible silhouettes in the gloom.",
+          "The heavy clouds begin to break and move away, allowing sunlight to return and gradually brighten the scene, revealing the textured earth of the mound once more.",
+          "The lighting fully recovers to bright daylight, showing scattered yellow fruit chunks and green leaves drifting through the air above the brown dirt mound after the pineapple has exploded."
+        ]
+      }
+    },
+    "original_task_id": "a00318_00064",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00327_00223_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black car tire begins to roll forward, pressing against the first blue water balloon in a long line of colorful spheres arranged on wet, beige tiled pavement.",
+          "As the tire moves past the blue balloon towards the orange one, sudden heavy storm clouds block the sun, causing the scene to rapidly darken and colors to desaturate.",
+          "The environment is plunged into deep shadow, making the car's undercarriage and the line of balloons almost invisible, with only faint silhouettes remaining against the darkened, wet ground.",
+          "Sunlight begins to break through the clouds, restoring visibility to the driveway and highlighting the water splashes on the tiles as the car continues its forward motion.",
+          "The lighting is fully bright again, clearly showing the wet pavement littered with colorful rubber scraps, while four intact water balloons in blue, light blue, orange, and red lie scattered separately across the tiles."
+        ]
+      }
+    },
+    "original_task_id": "a00327_00223",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00364_01737_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Numerous white, oblong pills fall rapidly onto a dark green surface, tumbling and bouncing off each other as they scatter across the frame under bright, focused illumination that highlights their smooth texture.",
+          "The overhead studio lights begin to flicker and dim significantly, causing the bright highlights on the tumbling pills to dull and the surrounding shadows to deepen as the scene starts to fade into gray.",
+          "The illumination cuts out completely, plunging the area into near-total darkness where the falling pills are barely visible as faint, ghostly shapes against the black void, their motion obscured by the lack of light.",
+          "The artificial lighting begins to return, gradually brightening the frame and revealing the scattered white pills once again as they settle onto the textured dark green surface below, regaining their stark contrast against the shadows.",
+          "The lighting fully recovers to its original intensity, clearly displaying the final physical state where white oblong pills are scattered across a dark green surface, lying in a random, dispersed pattern after falling."
+        ]
+      }
+    },
+    "original_task_id": "a00364_01737",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00386_00350_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a focused workspace, a craftsman's hand holds a thin, curved copper wire against the sharp edge of a steel anvil while a heavy hammer strikes it repeatedly to shape the metal.",
+          "As the hammer continues its rhythmic strikes against the copper, the overhead workshop lights suddenly flicker, causing the shadows around the anvil to deepen and the metallic sheen of the copper to dull.",
+          "The workshop plunges into near-total darkness, obscuring the craftsman's hand and the steel anvil, with only the faintest outline of the hammer's motion barely visible against the black background.",
+          "The overhead lights buzz and flicker back to life, gradually illuminating the steel anvil and revealing the craftsman's hand still gripping the now-flattened copper wire.",
+          "With the lighting fully restored, the camera clearly shows a flattened copper wire loop resting against the sharp edge of the metal anvil, held firmly in place by the craftsman's hand after the hammering is complete."
+        ]
+      }
+    },
+    "original_task_id": "a00386_00350",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00403_01394_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A glowing lightbulb is captured mid-explosion, with large shards of white glass just beginning to explode outward and upward from the central filament, scattering through the dark air while the bulb still provides bright illumination.",
+          "As the white glass shards continue their slow-motion trajectory outward, the light from the bulb flickers erratically and begins to fade, causing the illumination on the flying fragments to dim and the surrounding shadows to deepen significantly.",
+          "The scene is plunged into almost complete darkness as the light source fails entirely, leaving the area in shadow with only the faintest, ghostly silhouettes of the scattered glass shards barely visible against the pitch-black background.",
+          "Lighting begins to return as a secondary source or restored power flickers on, gradually revealing the suspended debris once more and casting soft highlights on the sharp edges of the white glass fragments floating in the air.",
+          "The lighting has fully recovered to reveal the final aftermath: the light bulb is completely shattered, leaving the metal base and central filament standing intact while sharp white glass fragments remain scattered outward into the surrounding darkness."
+        ]
+      }
+    },
+    "original_task_id": "a00403_01394",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00403_01560_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Four large bottles of cola stand upright on a wooden table dusted with red and blue powder, set against a backdrop of weathered railroad ties and dense green forest foliage, just as the pressure builds inside the plastic containers.",
+          "As the soda bottles begin to shake violently, heavy storm clouds rapidly obscure the sun, causing the natural light to dim significantly and casting deep shadows across the weathered wooden beams behind the table.",
+          "The environment plunges into near-total darkness as the storm front completely blocks the daylight, leaving the violently erupting bottles and the powder-covered table visible only as faint, chaotic silhouettes against the blackened woods.",
+          "The heavy clouds begin to part, allowing shafts of sunlight to pierce through the canopy and gradually illuminate the chaotic scene, revealing the aftermath of the explosions on the wooden table.",
+          "Sunlight fully returns to the scene, clearly revealing two cola bottles lying on their sides on the red and blue powder-covered table, while two other bottles rest on the grass beneath amidst settling smoke."
+        ]
+      }
+    },
+    "original_task_id": "a00403_01560",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00440_01043_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Six colorful balloons with hand-drawn emoji faces are lined up on a concrete surface next to a black car tire, which begins to roll forward to pop the blue balloon on the far right.",
+          "Sudden heavy storm clouds roll in, causing the ambient light to drop rapidly and shadows to lengthen across the concrete as the tire continues to crush the balloons.",
+          "The scene is plunged into darkness, obscuring the popping action, with only the faint silhouette of the tire and the wet ground barely visible in the dim light.",
+          "The clouds begin to break, and light gradually returns to the scene, revealing the tire has moved further left and the balloons are being destroyed.",
+          "Full brightness returns to show all six balloons crushed flat on the wet concrete, with water spraying from the pink and red balloons while the others lie squashed."
+        ]
+      }
+    },
+    "original_task_id": "a00440_01043",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00447_00070_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A stack of metal cans sits centered on a black folding table in front of a rustic wooden retaining wall, just as the top can violently bursts open, spraying white foam and debris high into the air against a backdrop of bare forest trees.",
+          "As the explosion continues to eject white foam, heavy, dark storm clouds rapidly roll in over the tree line, causing the bright sunlight to fade and the shadows on the gravel to deepen significantly.",
+          "The scene plunges into near-total darkness as the storm completely blocks the sun, leaving only the faint, ghostly silhouette of the table legs and the weathered wooden wall visible amidst the gloom.",
+          "The heavy clouds begin to part, allowing shafts of sunlight to return and gradually illuminate the black table, revealing the scattered yellow pineapple debris on the gravel below and the texture of the wooden wall.",
+          "Sunlight fully returns to reveal the aftermath: the base of the metal can stands upright on the foam-covered table, its detached top rests to the left, and white residue splatters the table surface and the weathered wooden wall behind."
+        ]
+      }
+    },
+    "original_task_id": "a00447_00070",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00447_00579_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A row of colorful water balloons in yellow, pink, green, blue, purple, and red sits on a red carpet scattered with confetti, waiting for a decorated car tire visible at the top edge to roll over them under bright indoor lighting.",
+          "As the car tire begins to crush the first yellow balloon, the overhead indoor lights suddenly flicker and dim, casting deepening shadows over the red carpet and causing the vibrant colors of the balloons to dull.",
+          "The room plunges into near-total darkness, obscuring the bursting balloons and the splashing water, leaving only faint silhouettes of the car tire and the scattered confetti barely visible against the dark red surface.",
+          "The overhead lights flicker back on, gradually illuminating the wet red carpet where the remaining balloons are being flattened and burst by the tire, revealing the glistening water and scattered rubber skins.",
+          "With the lighting fully restored, the camera reveals the aftermath: the colorful water balloons are completely burst and flattened, their rubber skins scattered across the wet, red carpet amidst splashed water and confetti."
+        ]
+      }
+    },
+    "original_task_id": "a00447_00579",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00455_00488_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A clear, ribbed glass ramekin sits on a white table next to a brown egg, with blurred wooden bookshelves in the background, as the egg is cracked open and its contents spill into the bowl.",
+          "As a metal spoon slides under the yolk, heavy gray storm clouds suddenly roll past the window on the right, causing the bright sunlight to dim rapidly and the shadows on the table to deepen significantly.",
+          "The scene plunges into deep shadow as the sunlight is completely blocked by the clouds, leaving the glass ramekin and the spoon barely visible as dark silhouettes against the dimly lit bookshelves in the background.",
+          "The heavy clouds begin to dissipate, allowing bright sunlight to stream back through the window on the right, gradually illuminating the glass bowl and revealing the spoon lifting the yolk.",
+          "Full lighting is restored, clearly revealing the final state where the ribbed glass ramekin holds only clear egg white, while a spoon lifts the intact yellow yolk above it as a strand of white drips down."
+        ]
+      }
+    },
+    "original_task_id": "a00455_00488",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00456_00097_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A gloved hand stabilizes a rough, rectangular block on a sandy floor while another hand uses yellow-handled end-cutting pliers to grip and wiggle a metal loop embedded in the side.",
+          "The overhead workshop lights suddenly flicker and dim, causing deep shadows to swallow the workspace as the yellow handle of the pliers loses its vibrancy and the scene fades toward black.",
+          "Total darkness engulfs the workshop corner, completely obscuring the rough block and the pliers, leaving only the faint, ghostly texture of the sandy ground barely perceptible in the heavy, suffocating gloom.",
+          "The lights sputter and return, washing the scene back in illumination as the rough texture of the wood and the metallic glint of the embedded loop gradually become visible once more.",
+          "The lighting stabilizes completely to clearly show a hammer claw resting against a bent metal fastener embedded in the side of the rough wooden plank, which is held upright by the gloved hand."
+        ]
+      }
+    },
+    "original_task_id": "a00456_00097",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00479_00309_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A pool cue strikes the white ball with red dots on the smooth blue felt table, sending it rolling toward the yellow number one ball near the corner pocket, while the blue number two ball sits stationary under bright indoor lights.",
+          "The overhead artificial lights suddenly begin to flicker and dim, causing the shadows beneath the blue number two ball and the yellow number one ball to deepen rapidly as the white ball continues its path across the darkening table.",
+          "The lighting drops to near total darkness, rendering the pool table and the scattered billiard balls almost completely invisible, with only faint outlines of the corner pockets and the diamond-plate wall texture barely discernible in the gloom.",
+          "The artificial lights flicker back to life, gradually illuminating the blue felt surface and revealing the positions of the blue number two ball and the yellow number nine ball as visibility returns to the room.",
+          "With the lighting fully restored, the white cue ball is seen rolling forward across the blue table towards the yellow nine ball in the bottom right, while the blue ball and other stationary spheres remain in their original positions on the felt."
+        ]
+      }
+    },
+    "original_task_id": "a00479_00309",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00503_01377_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person's hand holds a black and red pressure washer nozzle, directing a powerful stream of water onto a dirty stone window sill and red brick wall under bright sunlight, flanked by green leafy plants.",
+          "While the water spray hits the ledge, the intense sunlight abruptly dims as thick storm clouds sweep overhead, causing the shadows cast by the nozzle and foliage to lengthen and darken significantly.",
+          "The exterior scene is engulfed in deep shadow as the clouds completely obscure the sun, rendering the pressure washer and the brick wall almost invisible in the sudden, heavy gloom.",
+          "The ambient light gradually intensifies as the storm clouds break apart, bringing the sun back to illuminate the wet surface of the window sill and the red bricks once more.",
+          "Full daylight is restored, showcasing the clean, wet stone ledge free of dirt, with water trickling down the brickwork and the nearby leaves appearing fresh and damp from the spray."
+        ]
+      }
+    },
+    "original_task_id": "a00503_01377",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00512_00883_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a well-lit indoor space with tiled flooring, a large, empty stainless steel mixing bowl with metal handles sits centrally while a person wearing black pants and grey Crocs stands nearby as black-gloved hands begin to pour white flour.",
+          "The bright overhead illumination suddenly flickers and begins to dim, casting deepening shadows across the tiled floor and dulling the metallic sheen of the large mixing bowl as the person continues to pour the flour into the darkening basin.",
+          "The room plunges into near-total darkness, leaving only faint, indistinct shapes visible in the gloom where the large stainless steel bowl is barely perceptible as a dark silhouette and the pouring action is completely obscured by heavy blackness.",
+          "The overhead lights flicker back to life, gradually restoring visibility to the room as shadows retreat and the brightness increases, slowly revealing the stainless steel bowl and the legs of the person standing nearby while flour dust settles.",
+          "The lighting has fully recovered to its original brightness, clearly illuminating the large stainless steel mixing bowl which now holds a substantial mound of white flour powder settled at the bottom, with the person in black pants standing on the tiled floor."
+        ]
+      }
+    },
+    "original_task_id": "a00512_00883",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00513_00452_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A round head of green cabbage rests centrally on a rugged mound of dry, cracked earth under a vast clear blue sky, remaining intact just moments before it violently detonates.",
+          "The bright daylight rapidly fades as a solar eclipse obscures the sun, casting deep shadows over the dirt mound and causing the cabbage's green leaves to desaturate.",
+          "The scene is plunged into near-total darkness by the eclipse, hiding the cabbage and the earth mound in deep shadow just as the vegetable bursts apart.",
+          "Brightness steadily returns as the solar eclipse concludes, the blue sky regaining its luminance to illuminate the explosion site on the dry earth mound and the scattered vegetable remnants.",
+          "The lighting fully recovers to bright daylight, revealing the obliterated cabbage scattered as green shards and white dust above the mound, with a small red fragment floating high in the air."
+        ]
+      }
+    },
+    "original_task_id": "a00513_00452",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00550_00045_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up shot shows a blacksmith's hands gripping heavy tongs that hold a glowing orange rectangular metal billet against the horn of a dark iron anvil, while a large hammer strikes the hot steel, sending small sparks flying in the well-lit workshop.",
+          "The overhead workshop lights begin to flicker violently and dim, causing the shadows around the anvil and the blurred machinery in the background to deepen significantly, while the glowing orange hue of the hot metal starts to appear more intense against the desaturating surroundings.",
+          "The workshop plunges into near-total darkness as the lights fail completely, leaving only the faint, dying ember glow of the hot metal billet barely visible on the anvil, with the blacksmith's hands and the hammer reduced to silhouettes in the gloom.",
+          "The overhead lights sputter and flicker back to life, gradually illuminating the scene again as the grey tones of the anvil and the workshop equipment emerge from the shadows, revealing the blacksmith still holding the tongs over the metal.",
+          "With the lighting fully restored and steady, the camera clearly reveals three glowing orange metal bars stacked flat on a dark, rough block, forming a single rectangular mass with visible surface texture and scattered scale flakes, indicating the forging process is complete."
+        ]
+      }
+    },
+    "original_task_id": "a00550_00045",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00550_00137_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up view captures a heavy iron anvil with a wooden-handled hammer resting on its face, while a blacksmith's legs and boots stand on the wooden floor nearby as he begins to strike a glowing orange metal bar.",
+          "The overhead workshop lights suddenly flicker and begin to dim, causing the shadows around the anvil and the blacksmith's boots to deepen while the sparks from the hammer strikes glow more intensely.",
+          "The scene plunges into darkness as the lights fail completely, leaving only the faint, reddish glow of the hot metal bar barely visible on the anvil's surface.",
+          "The workshop lights flicker back on, gradually illuminating the wooden floor and the metal anvil again as the visibility returns to the room.",
+          "The lighting fully recovers to reveal the heavy iron anvil sitting empty and bare on its wooden support, the glowing metal bar having been removed, with the small decorative figure on the anvil's side clearly visible."
+        ]
+      }
+    },
+    "original_task_id": "a00550_00137",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00561_00108_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand holds a dark crawfish by its tail, dangling it just inches above the calm, reflective surface of a pond, with green leafy vegetation lining the water's edge in the background under bright natural daylight.",
+          "As the crawfish dangles near the water, heavy grey storm clouds rapidly roll in overhead, causing the natural sunlight to fade and the vibrant green of the bank vegetation to desaturate into dull shadows.",
+          "The scene plunges into near-total darkness as the storm completely blocks the sun, barely revealing the silhouette of the hand and the dark water where a violent disturbance suddenly erupts with a splash.",
+          "The heavy cloud cover begins to break apart, allowing shafts of sunlight to pierce through and gradually illuminate the churning water surface and the hand hovering above the ripples.",
+          "Full daylight returns to reveal the aftermath, showing turbulent dark water churning with white foam and bubbles where the fish submerged, while the now-empty hand hovers motionless near the surface vegetation."
+        ]
+      }
+    },
+    "original_task_id": "a00561_00108",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00561_01358_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static low-angle shot focuses on a textured patch of white sand in the foreground, while in the middle distance, a black bucket swing suspended by metal chains sways back and forth over a grassy field lined with trees.",
+          "The natural lighting begins to dim noticeably as thick, grey storm clouds rapidly obscure the sky, causing the green grass to lose vibrancy and the white sand to turn a dull grey while the swing continues its pendulum motion.",
+          "The environment is engulfed in deep shadow and near darkness, making the background trees and grass almost invisible, with only the faint, ghostly shape of the white sand patch and the vague silhouette of the swinging chains remaining discernible.",
+          "The oppressive darkness lifts as the clouds begin to break, restoring brightness to the scene and revealing the granular details of the white sand once more, while the swinging object becomes clearer as it moves closer to the lens.",
+          "The scene is now fully illuminated, revealing the black bucket swing swinging forward into the immediate foreground holding a crumpled beige mass, with its metal chains pulled taut and the seat tilted sharply upward above the white sand."
+        ]
+      }
+    },
+    "original_task_id": "a00561_01358",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_00367_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A high-angle static shot captures a pool table with smooth gray felt and black rails adorned with white diamond markers, showing a tight rack of colorful balls on the left and a solitary white cue ball on the right.",
+          "Just as the white cue ball is struck and hurtles toward the rack, the overhead lights begin to flicker and dim rapidly, causing the vibrant colors of the balls to fade and shadows to lengthen across the table.",
+          "The scene is plunged into heavy darkness as the lights cut out completely, rendering the scattering balls and the gray felt almost invisible, with only faint silhouettes of the black rails and pockets discernible in the gloom.",
+          "The overhead lights suddenly flicker back on, gradually restoring brightness to the room and revealing the chaotic aftermath as the colored balls finish rolling to a stop across the expansive gray surface of the table.",
+          "Under the fully recovered bright lighting, the final state is clear: the rack is shattered with balls spread wide, the black ball sitting near the top left corner and the white cue ball resting close to the top rail."
+        ]
+      }
+    },
+    "original_task_id": "a00563_00367",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_00668_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "An overhead view captures a gray felt pool table with a white cue ball positioned near the bottom right, ready to strike a tightly racked triangle of colorful balls near the center.",
+          "The overhead artificial lights suddenly flicker and dim, casting deepening shadows across the gray felt as the white cue ball rockets forward to smash into the racked colorful balls.",
+          "The room plunges into darkness, obscuring the pool table and the scattering balls in deep shadow, leaving only the faint outline of the black rails and diamond markers visible.",
+          "The overhead lights flicker back on, gradually illuminating the gray felt and revealing the chaotic dispersal of the balls as visibility returns to the game area, showing the aftermath of the break.",
+          "With the lighting fully restored, the static camera shows the scattered colored pool balls resting across the gray felt, dispersed from the initial triangle formation towards the rails and center."
+        ]
+      }
+    },
+    "original_task_id": "a00563_00668",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_01026_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire begins to roll forward on wet concrete towards a cluster of green, red, and pink water balloons, which glisten under bright natural daylight with clear reflections on the pavement.",
+          "Heavy, dark storm clouds suddenly sweep overhead, causing the ambient light to drop rapidly as deep shadows engulf the driveway and the vibrant colors of the balloons start to desaturate.",
+          "The scene is plunged into near-total darkness by the thick cloud cover, rendering the water balloons and the car tire as barely visible, shadowy shapes against the dim wet ground.",
+          "The storm clouds begin to part, allowing natural light to filter back through and gradually brighten the scene, revealing the texture of the wet concrete and the scattered debris once more.",
+          "Full daylight returns to clearly show the final state on the pavement, where the tire has crushed the balloons, leaving behind a mess of torn green, red, and pink rubber scraps scattered across the wet concrete."
+        ]
+      }
+    },
+    "original_task_id": "a00563_01026",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_01823_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person's hand wearing a black smartwatch carefully positions a red plastic drink bottle next to a row of yellow, green, and blue bottles on the gray asphalt beside a car tire.",
+          "Sudden heavy storm clouds roll rapidly across the sky, casting a deep, unnatural shadow over the asphalt as the lighting begins to dim and the vibrant bottle colors start to desaturate.",
+          "The scene plunges into near-total darkness as the thick storm clouds completely block the sun, leaving only the faint, ghostly outlines of the car tire and the row of bottles barely visible.",
+          "The heavy storm clouds slowly begin to part, allowing bright sunlight to filter back through the gap and gradually re-illuminate the rough texture of the asphalt and the colorful plastic bottles.",
+          "Full bright sunlight returns to clearly reveal the car tire resting heavily on the flattened yellow, green, and blue bottles which are leaking colorful slime, while the red bottle remains perfectly unburst nearby."
+        ]
+      }
+    },
+    "original_task_id": "a00563_01823",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00565_01236_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand holds a small glass jar filled with red and black beads, shaking it slightly above the sandy ground in front of a bright pink cardboard castle featuring two arched doorways and an orange picket fence.",
+          "The overhead artificial lights begin to flicker and dim rapidly, causing the vibrant pink of the castle walls and the orange fence to desaturate while shadows deepen around the arches.",
+          "The scene is enveloped in heavy darkness, rendering the pink cardboard house and the orange picket fence almost invisible, with only faint outlines of the sandy terrain and the toy structure remaining.",
+          "Illumination slowly returns to the scene, lifting the darkness to reveal the texture of the sand and the bright pink bricks of the castle as the visibility improves steadily.",
+          "The lighting is fully restored, clearly showing red and black pellets scattered on the sand and inside the left archway of the pink cardboard house after spilling from the glass jar."
+        ]
+      }
+    },
+    "original_task_id": "a00565_01236",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00581_00452_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up shot shows a dark, inclined rubber conveyor belt transporting scattered clumps of brown earth and fibrous debris upwards, set against a backdrop of a large white silo and rusty metal framework under bright sunlight.",
+          "As the belt carries the brown debris upward, heavy storm clouds suddenly roll in front of the sun, causing the bright lighting on the white silo to dim and casting deep shadows over the machinery.",
+          "The scene is plunged into deep shadow as the clouds completely block the sun, leaving the inclined conveyor belt and the moving clumps of earth barely visible in the gloom.",
+          "The heavy storm clouds begin to drift away, allowing sunlight to return and gradually brighten the dark rubber belt and the scattered debris moving toward the processing area near the white tanks.",
+          "The lighting fully recovers to bright daylight, clearly revealing scattered clumps of fibrous material moving up the inclined black conveyor belt toward the processing machinery near the large white storage tanks."
+        ]
+      }
+    },
+    "original_task_id": "a00581_00452",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00607_01039_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a sunlit outdoor area, a person stands ready to swing a hatchet down onto a vertically positioned piece of split wood on a large tree stump, with a second axe already embedded in the wood nearby.",
+          "As the person begins the downward swing of the hatchet, heavy grey storm clouds rapidly move in, causing the sunlight to dim significantly while shadows deepen across the wood chips scattered on the stump.",
+          "The scene is engulfed in deep shadow as the storm clouds completely obscure the sun, rendering the vertical wood piece and the embedded axe almost invisible against the dark tree stump.",
+          "The heavy clouds start to break apart, allowing patches of sunlight to return and gradually illuminate the wood shavings on the stump and the snout of the dog watching from the right.",
+          "Under fully restored natural light, a new cylindrical log now lies horizontally on the tree stump beside the upright pointed wood, while the axe remains stuck in the stump nearby."
+        ]
+      }
+    },
+    "original_task_id": "a00607_01039",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00608_00021_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a brightly lit food processing area with brown tiled floors, a person begins pouring a steady stream of white milk from a container into a large stainless steel mixing bowl positioned under a yellow industrial mixer arm.",
+          "As the white liquid continues to flow into the bowl, the overhead artificial lights suddenly flicker and dim, causing shadows to deepen around the yellow mixer stand and the nearby yellow jerrycan while the scene's colors start to fade.",
+          "The lights switch off completely, plunging the kitchen into darkness where the stainless steel bowl and the yellow mixer arm are barely visible as faint silhouettes against the dark background of the room.",
+          "The overhead lights buzz and flicker back on, gradually restoring illumination to the room and revealing the details of the brown tiled floor and the diamond-plate metal step as the brightness returns.",
+          "Fully illuminated once again, the scene shows the result of the action: the large stainless steel mixing bowl now contains a high volume of white milk, filling the vessel significantly beneath the yellow mixer."
+        ]
+      }
+    },
+    "original_task_id": "a00608_00021",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00629_00640_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hockey player in a black jersey with the number 6 skates across the gleaming white ice, stickhandling the puck while two opponents in white jerseys with red accents pursue him from the right.",
+          "Suddenly, the bright overhead arena lights begin to flicker violently, casting deepening shadows across the ice as the illumination starts to drop and the colors of the jerseys begin to desaturate.",
+          "The arena plunges into near-total darkness as the main power cuts out, leaving only faint ambient light that barely reveals the silhouettes of the players sliding on the ice.",
+          "The overhead lights surge back to life with a buzz, gradually illuminating the scene again as the players' forms emerge from the shadows and the ice regains its bright white appearance.",
+          "With the lighting fully restored, the camera reveals the aftermath: the player in the black jersey lies on his back near the boards holding his stick up in the air, while the opponents stand nearby."
+        ]
+      }
+    },
+    "original_task_id": "a00629_00640",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00637_00239_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A player wearing a black jersey with the number 7 runs across a grid of blue and black trampolines in a brightly lit indoor arena, while other players prepare to throw red dodgeballs in the background.",
+          "The bright overhead arena lights suddenly flicker and begin to dim, casting deepening shadows across the blue trampoline mats as the vibrant colors of the red dodgeballs and player uniforms start to fade into gray.",
+          "The facility plunges into near-total darkness as the main power cuts out, leaving the trampoline grid barely visible under faint ambient light while the players' diving movements are completely obscured by the heavy shadows.",
+          "The overhead lights flicker back to life, gradually illuminating the blue mats and revealing the scattered red balls as visibility returns to the indoor sports arena, bringing the shapes of the players back into focus.",
+          "With the lighting fully restored, the scene shows a player in a white shirt lying prone on the blue mat, while two opponents in black shirts crouch and stand nearby amidst several red dodgeballs resting on the surfaces."
+        ]
+      }
+    },
+    "original_task_id": "a00637_00239",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00648_00373_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a dusty outdoor arena backed by a grassy hill lined with spectators behind red fencing and a white tent, a beat-up white SUV and a dark pickup truck sit on the track under a grey sky.",
+          "Dark storm clouds rapidly gather overhead, causing the ambient light to fade quickly as shadows lengthen across the dirt track and the crowd of onlookers watching from the embankment near the white tent.",
+          "The arena is engulfed in deep shadow as the storm completely blocks the sun, rendering the damaged vehicles and the spectators on the hill barely visible in the heavy gloom surrounding the dirt track.",
+          "The thick cloud cover begins to dissipate, allowing natural light to return and slowly brighten the scene, bringing the details of the dirt mounds and the stationary vehicles back into focus.",
+          "Now fully lit by the returning sun, the scene shows the final aftermath where a damaged white truck and a car labeled Wilton rest near a dirt mound, while a red and white van in the foreground emits thick white smoke."
+        ]
+      }
+    },
+    "original_task_id": "a00648_00373",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00651_00392_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Turbulent ocean waves crash forcefully over dark, submerged rocks, churning the water into thick white foam and spray as the sea surges and rolls continuously under bright natural sunlight.",
+          "Sudden heavy storm clouds roll rapidly across the sky, causing the bright sunlight to fade and the vibrant white foam to desaturate into a duller grey as shadows deepen over the churning water.",
+          "The scene plunges into near-total darkness as the storm clouds completely block the sun, leaving only the faint, ghostly outlines of the churning white foam barely visible against the black water.",
+          "The heavy storm clouds begin to part, allowing shafts of sunlight to pierce through and gradually illuminate the swirling water, bringing back the contrast between the dark rocks and the brightening foam.",
+          "Sunlight fully returns to reveal the aftermath, where churning white foam and turbulent seawater wash over dark, submerged rocks, creating a swirling mix of froth and dark water across the surface."
+        ]
+      }
+    },
+    "original_task_id": "a00651_00392",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00651_01301_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Bright sunlight glints off the dark green water as turbulent white foam begins to churn and bubble vigorously, creating a splashing wake that continuously expands and mixes with the surrounding ripples.",
+          "Heavy grey storm clouds rapidly roll across the sky, causing the bright sunlight to fade and the sparkling reflections on the water to dim as shadows deepen over the churning foam.",
+          "The scene plunges into near-total darkness as the thick cloud cover completely blocks the sun, leaving only faint, ghostly outlines of the churning white foam barely visible against the dark water.",
+          "The heavy cloud cover begins to break apart, allowing shafts of sunlight to pierce through and gradually illuminate the water surface, making the texture of the foam visible again.",
+          "Bright sunlight fully returns to the scene, clearly illuminating the textured, frothy wake of white foam that has now spread across the water's surface, contrasting with the smoother dark green water nearby."
+        ]
+      }
+    },
+    "original_task_id": "a00651_01301",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00669_00267_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black car tire rests on a wooden ramp labeled 'Super Crush' on an asphalt road, positioned next to a cut watermelon half and a green watermelon dome amidst scattered red pulp under bright sunlight.",
+          "As the tire begins to roll off the ramp, heavy storm clouds rapidly roll in, causing the sunlight to fade and shadows to deepen across the asphalt and the waiting watermelons.",
+          "The scene plunges into darkness as the tire slowly crushes the first watermelon half, with the red pulp and green rinds becoming barely visible silhouettes against the dark, textured road surface.",
+          "The clouds begin to part and sunlight flickers back, gradually illuminating the crushed remains of the first fruit as the tire moves forward to approach the second watermelon half.",
+          "Full daylight returns to reveal the tire has flattened both watermelon halves against the asphalt, leaving a wide scatter of red pulp, juice, and broken green rinds across the road surface."
+        ]
+      }
+    },
+    "original_task_id": "a00669_00267",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00670_00049_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black bucket swing hangs suspended by chains over a bright green rubberized playground surface, casting a sharp, oscillating shadow that mimics the swing's back-and-forth motion under bright sunlight.",
+          "As heavy grey storm clouds begin to roll overhead, the bright sunlight fades, causing the vibrant green of the playground surface to dull and the sharp shadow of the swinging bucket to soften and lose its contrast.",
+          "The scene plunges into near-total darkness as the storm clouds completely block the sun, leaving only the faint, ghostly silhouette of the swing's shadow barely visible against the darkened green ground.",
+          "The heavy clouds begin to part, allowing beams of sunlight to break through and gradually illuminate the playground, bringing back the vibrant green hue of the safety surface and sharpening the shadow of the swing once more.",
+          "With the sunlight fully restored, the view reveals two empty black bucket swings hanging above the green surface, where one swing blurs in the foreground while the other hangs in the background, both casting sharp shadows."
+        ]
+      }
+    },
+    "original_task_id": "a00670_00049",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00670_00871_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person's hand grips a long wooden staff, poised to strike a shiny metal helmet resting on a yellow foam block atop a wooden post, with chainmail hanging down, set against a background of dense green foliage and trees.",
+          "As the staff swings toward the helmet, heavy storm clouds rapidly roll in from the background, causing the natural light to dim significantly and the green leaves to lose their vibrancy as shadows deepen across the scene.",
+          "The scene plunges into near-total darkness as the storm blocks out the sun, leaving only the faint silhouette of the wooden post and the glint of the metal helmet barely visible in the gloom while the strike connects.",
+          "The heavy clouds begin to part and sunlight filters back through the trees, gradually illuminating the wooden post and revealing the yellow foam block wedged inside the helmet as visibility returns to the area.",
+          "With the lighting fully recovered to bright daylight, the camera clearly shows the aftermath: a yellow block of foam is wedged diagonally inside the dented metal helmet atop the wooden post, with the chainmail still hanging down the side."
+        ]
+      }
+    },
+    "original_task_id": "a00670_00871",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00673_00334_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A man wearing a grey t-shirt with an American flag graphic and a camouflage cap stands in a grassy field, aiming a large silver revolver at two green watermelons resting on a white folding table under bright natural sunlight.",
+          "As the man holds the silver revolver steady, heavy grey storm clouds suddenly roll in, casting deepening shadows across the grass and causing the vibrant green of the trees and watermelons to desaturate as the light level drops.",
+          "The scene plunges into near-total darkness as the thick cloud cover completely blocks the sun, rendering the man's silhouette and the white table barely visible against the dark grey surroundings with only faint outlines discernible.",
+          "The heavy cloud cover begins to break and part, allowing shafts of sunlight to return and gradually illuminate the grassy area again, making the man's grey shirt and the white table clearer as colors regain vibrancy.",
+          "With the lighting fully restored to bright daylight, the camera reveals the aftermath: the two watermelons are obliterated, leaving the white table covered in pink pulp and green rind fragments with debris scattered on the grass."
+        ]
+      }
+    },
+    "original_task_id": "a00673_00334",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00676_01135_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A brown-haired doll wearing a white shirt and blue shorts sits on a blue plastic swing seat suspended by rusty metal chains, swinging gently back and forth over a black rubber mat in a gravel playground under natural daylight.",
+          "Dark storm clouds rapidly roll in, casting long, deepening shadows across the gravel playground as the sunlight begins to fade, causing the blue swing seat and the doll's white shirt to lose their brightness while the pink poles in the background start to desaturate.",
+          "The playground is plunged into near-total darkness as the heavy storm clouds completely block out the sun, leaving only the faint, ghostly outline of the doll on the swing and the dark shape of the rubber mat beneath barely discernible in the gloom.",
+          "The storm clouds begin to part, allowing shafts of light to return to the playground, making the blue swing seat and the doll's features gradually visible again as the shadows recede and the colors of the surrounding gravel and pink poles start to brighten.",
+          "The lighting has fully recovered to bright daylight, clearly revealing the brown-haired doll sitting upright on the blue swing seat, suspended by metal chains and positioned slightly forward in its arc over the black ground mat."
+        ]
+      }
+    },
+    "original_task_id": "a00676_01135",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00677_00528_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A large green tank smashes through a brick building facade, its metal tracks grinding over wooden beams and rubble while a white box labeled \"NEHI\" tumbles amidst the debris under bright sunlight.",
+          "As the tank continues to crush the structure, heavy gray storm clouds rapidly roll in, casting deep shadows over the green armor and causing the bright colors of the debris to desaturate quickly.",
+          "The scene plunges into near-total darkness as the storm clouds completely block the sun, leaving only the faint, shadowy silhouette of the tank's treads and the vague outline of the collapsing brick wall visible.",
+          "The heavy clouds begin to part, allowing shafts of sunlight to pierce through the gloom and gradually illuminate the tank's hull, the scattered wooden beams, and the dust motes dancing in the air once more.",
+          "The lighting fully recovers to reveal the green tank halted amidst a pile of thick dust and rubble, having completely crushed through the remaining brick wall and wooden beams of the destroyed structure."
+        ]
+      }
+    },
+    "original_task_id": "a00677_00528",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00679_00874_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "The red toy fire truck lies upside down in the sandy ditch, its wheels spinning slightly as taut ropes connect it to the black jeep and blue ATV positioned on the upper ridge, all under bright, clear sunlight illuminating the rocky terrain.",
+          "As the towing action continues, heavy storm clouds suddenly roll in, casting rapidly deepening shadows across the dirt embankment and causing the vibrant colors of the vehicles to desaturate while the ropes remain tense.",
+          "The scene plunges into near-total darkness as the storm clouds completely block the sun, leaving only the faint, shadowy outlines of the red truck in the ditch and the rescue vehicles on the ridge barely discernible against the gloom.",
+          "The heavy clouds begin to part, allowing shafts of sunlight to gradually pierce through the gloom, revealing the red fire truck beginning to rotate upwards as the ropes pull it closer to the sandy edge of the ditch.",
+          "Bright sunlight fully returns to the scene, clearly revealing the red fire truck now pulled upright and resting tilted backward against the sandy ditch wall, still connected by the taut rope to the black jeep and blue ATV waiting above."
+        ]
+      }
+    },
+    "original_task_id": "a00679_00874",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00705_00059_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up static shot of a black non-stick pan filled with yellow liquid eggs, where a wooden spatula rests on the left side and white popcorn pieces are just beginning to accumulate on the surface under steady indoor lighting.",
+          "The overhead kitchen lights begin to flicker and dim, causing the vibrant yellow of the eggs to lose its intensity and shadows to deepen around the rim of the black pan as the wooden spatula continues to stir.",
+          "The scene plunges into near-total darkness, with only faint, indistinguishable outlines of the pan and the wooden utensil visible in the gloom as the cooking process is momentarily obscured by the lack of light.",
+          "The kitchen lights flicker back on, gradually restoring illumination to the pan and revealing the texture of the mixture as the wooden spatula resumes its stirring motion in the recovering light.",
+          "The lighting has fully recovered to reveal the final state, where fluffy white popcorn is thoroughly scattered throughout the yellow liquid egg mixture inside the black pan, actively being stirred by the wooden spoon."
+        ]
+      }
+    },
+    "original_task_id": "a00705_00059",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00743_01705_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a bright forest clearing, a player in a red patterned shirt throws a yellow disc toward a metal basket while a cameraman in blue shorts records the shot on a tripod.",
+          "As the yellow disc arcs through the air, sudden heavy storm clouds roll in overhead, causing the natural light to dim and the green forest colors to desaturate quickly.",
+          "The scene is engulfed in deep shadow as the storm completely blocks the sun, rendering the throwing player and the blue pole of the basket barely visible in the gloom.",
+          "The heavy clouds begin to break apart, letting sunlight filter back through the trees and slowly brightening the scene to reveal the metal chains of the disc golf target.",
+          "The lighting fully recovers to show the yellow disc hovering in mid-air near the top band and chains of the disc golf basket, poised to land against the green forest backdrop."
+        ]
+      }
+    },
+    "original_task_id": "a00743_01705",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00744_00415_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Two large clear balloons tied together and filled with vibrant multicolored water beads sit on the wet concrete ground next to a black car tire, poised for the heavy vehicle to roll directly over them.",
+          "The overhead garage lights begin to flicker and dim rapidly, causing the vibrant colors of the water beads to desaturate as shadows deepen and the black tire begins to roll forward over the balloons.",
+          "The lights switch off completely, plunging the area into total darkness where the balloons and tire are barely visible, leaving only the faint, glossy sheen of the wet concrete reflecting the minimal ambient light.",
+          "The overhead lights flicker back on, gradually illuminating the wet surface and revealing the crushed remains of the balloons and the scattered beads spreading across the concrete as visibility returns to the scene.",
+          "The lighting fully recovers to clearly show scattered colorful water beads and shredded pieces of clear balloon rubber covering the wet pavement where the balloons burst near the black tire track."
+        ]
+      }
+    },
+    "original_task_id": "a00744_00415",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00763_00324_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Five green striped watermelons sit in a row on a white folding table backed by stacked wooden beams and dense green foliage, with the far right melon showing the first signs of detonation.",
+          "As the rightmost watermelon begins to burst, heavy storm clouds rapidly roll in over the forest canopy, causing the bright sunlight to fade and shadows to deepen across the white table and wooden beams.",
+          "The scene plunges into near-total darkness as the storm completely blocks the sun, obscuring the table and wooden beams while the violent detonation happens unseen in the blackness.",
+          "The heavy clouds begin to part and sunlight returns, gradually illuminating the white table and the wooden beams again as the mist of the explosion starts to become visible in the returning light.",
+          "Full daylight returns to reveal three intact watermelons on the left side of the table, while the two rightmost melons have been obliterated, spraying red flesh and green rind across the white table surface."
+        ]
+      }
+    },
+    "original_task_id": "a00763_00324",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00776_00048_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A doll with tan legs rhythmically jumps up and down on a small, round pink trampoline with a white mesh center, situated on a white marble-patterned surface. In the background, pink gym equipment bases and stacked pink and yellow hula hoops sit near a wooden dollhouse structure under bright indoor lighting.",
+          "The overhead indoor lighting begins to flicker and dim significantly, casting deepening shadows across the white surface as the doll continues to bounce on the pink trampoline. The vibrant colors of the pink and yellow hula hoops in the background start to desaturate and lose their brightness.",
+          "The room plunges into near-total darkness, leaving only faint, ghostly outlines of the pink trampoline visible against the darkened surface. The jumping doll is completely obscured by the heavy shadows, and the background toys like the green ball and hula hoops are barely discernible in the gloom.",
+          "The overhead lights flicker back on, gradually illuminating the scene and revealing the white marble surface once more. As the brightness returns, the pink trampoline becomes clearly visible again, but the jumping doll is no longer present on the mesh.",
+          "With the lighting fully restored to its original brightness, the camera clearly shows the small pink trampoline sitting empty on the white surface. The doll has vanished completely, leaving only the stationary pink and yellow hula hoops and the wooden background structure visible in the well-lit room."
+        ]
+      }
+    },
+    "original_task_id": "a00776_00048",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00783_00136_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Two shirtless men stand on the high wooden platform of the makeshift pirate ship, one in black shorts and one in green shorts leaning on the railing, under a bright overcast sky with a tattered skull flag hanging from the mast.",
+          "The bright white sky begins to darken rapidly as heavy, ominous storm clouds roll in from the horizon, casting deepening shadows across the wooden railing and the men on the deck.",
+          "The scene is plunged into near-total darkness as the storm clouds completely block out the sunlight, leaving only the faint, shadowy silhouette of the wooden mast and the tattered flag barely visible against the gloom.",
+          "The heavy cloud cover begins to break apart, allowing shafts of daylight to filter back through, gradually illuminating the rough wooden railing and the red-painted base of the platform as the storm passes.",
+          "The lighting fully recovers to normal daylight, revealing the smiling man with wet dark hair submerged up to his shoulders in the murky brown water next to the red-painted wooden base of the platform."
+        ]
+      }
+    },
+    "original_task_id": "a00783_00136",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00785_00180_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up static shot focuses on the rough, scarred grey surface of a heavy anvil with a square hardy hole visible on the left, as a hammer begins striking a glowing orange metal rod placed on top.",
+          "The overhead workshop lights suddenly flicker and begin to dim, causing the bright specular highlights on the anvil's scratched top surface to fade while shadows deepen around the hammer and the heating metal.",
+          "The scene plunges into near-total darkness, obscuring the details of the anvil and the hammering action, leaving only a faint, dying orange ember glow from the hot metal rod visible in the blackness.",
+          "The workshop lights buzz and flicker back on, gradually restoring visibility to the scene and revealing the rough texture of the anvil's side and the small decorative metal casting attached near the base.",
+          "With the lighting fully recovered, the camera clearly shows the result of the work: the metal rod now rests on the anvil, flattened at one end into a tapered, leaf-like shape amidst scattered blue scale flakes."
+        ]
+      }
+    },
+    "original_task_id": "a00785_00180",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00786_00064_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static top-down shot captures a blue pool table where a hand wearing a black glove aims a wooden cue stick at the white cue ball near the bottom left, surrounded by scattered colored balls.",
+          "The overhead artificial lights suddenly begin to flicker and dim, causing the shadows on the blue felt to deepen and the colors of the pool balls to desaturate as the cue stick strikes forward.",
+          "The scene is plunged into heavy darkness as the lights fail completely, hiding the pool table and the moving balls in deep shadow with only the faint outline of the table frame visible.",
+          "The lighting system sputters back to life, slowly washing over the table and revealing the blue felt once more as the dimness recedes and details of the scattered balls reappear.",
+          "With the lights fully restored, the black eight-ball is visible inside the top-left corner pocket, the white cue ball rests against the bottom-left rail, and the red ball lies near the right cushion."
+        ]
+      }
+    },
+    "original_task_id": "a00786_00064",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00786_01466_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static top-down shot captures a blue felt pool table where a player in a blue shirt aims a cue stick at the white ball, preparing to break the racked colorful balls on the left.",
+          "The bright overhead lights begin to flicker and dim rapidly, casting long, deepening shadows across the grey rails and causing the vibrant blue felt to lose its saturation as the scene darkens.",
+          "The lights cut out completely, plunging the pool table into near-total darkness where only the faint, ghostly outline of the scattered balls and the player's arm are barely visible against the black void.",
+          "The overhead lights flicker back to life, gradually illuminating the scene and revealing the colorful balls rapidly scattering across the table as the brightness fully restores the vivid blue surface.",
+          "With the lighting fully recovered, the camera clearly shows the aftermath of the break shot, with colorful billiard balls scattered chaotically across the blue felt and the white cue ball resting near the bottom center."
+        ]
+      }
+    },
+    "original_task_id": "a00786_01466",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00786_02269_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a brightly lit indoor bowling arena, a bowler wearing a white jersey with 'Weber Cup' and 'Loba' logos is captured in mid-stride, releasing a black bowling ball down the polished wooden lane while spectators watch from the background stands.",
+          "The bright overhead arena lights suddenly flicker and begin to dim rapidly, casting long, deepening shadows across the wooden lane as the bowler follows through with his release and the black ball gains speed toward the pins.",
+          "The stadium lights cut out completely, plunging the bowling alley into near-total darkness where only the faint, ghostly outlines of the scattering pins and the bowler's silhouette are barely visible against the dark backdrop of the audience area.",
+          "The overhead lights flicker back on with a surge of brightness, gradually illuminating the lane again to reveal the aftermath of the throw as the pins finish tumbling and the scene becomes clear.",
+          "With the lighting fully restored to its original brightness, the camera clearly shows the final result on the wooden lane: most of the white pins with red stripes are scattered in the pit, while a single white pin with red stripes remains standing upright on the far right side."
+        ]
+      }
+    },
+    "original_task_id": "a00786_02269",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00787_00007_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blue balloon drops into the frame onto the worn, peeling wooden floorboards, bouncing rhythmically under steady indoor lighting that highlights the rough texture and scuffed surface of the planks.",
+          "The overhead lights begin to flicker erratically, casting deepening shadows across the uneven floorboards as the blue balloon continues to bounce, its vibrant color starting to desaturate in the failing illumination.",
+          "The room plunges into near-total darkness, with only faint, ambient glimmers revealing the vague silhouette of the blue balloon as it barely rebounds against the shadowed, textured floorboards.",
+          "The lights flicker back to life, gradually illuminating the scene again as the blue balloon settles, the details of the peeling paint on the floorboards slowly becoming clear once more.",
+          "Under fully restored, steady lighting, the blue balloon lies completely still on the worn wooden floorboards, resting quietly on the surface with peeling paint where the rhythmic bouncing has finally ceased."
+        ]
+      }
+    },
+    "original_task_id": "a00787_00007",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00787_00493_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person wearing black track pants and white sneakers performs freestyle tricks with a black, green, and red patterned soccer ball on a concrete patio bordered by a light brick wall and a brown wooden gate.",
+          "As the person maneuvers their leg around the ball, sudden heavy storm clouds roll overhead, causing the ambient light to drop rapidly and casting deep, dramatic shadows against the light brick wall.",
+          "The scene plunges into deep twilight as the clouds completely obscure the sun, rendering the patio almost black where only the faint outline of the potted rosemary plant and the player's legs are visible.",
+          "The storm clouds begin to break apart, allowing bright natural light to wash back over the scene, slowly illuminating the texture of the concrete ground and the details of the brown wooden gate.",
+          "The lighting returns to full brightness, revealing the final moment where the person balances on their left leg with their right foot extended, having just launched the colorful soccer ball into mid-air above the patio."
+        ]
+      }
+    },
+    "original_task_id": "a00787_00493",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00814_00048_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A vertical bandsaw blade steadily cuts through a thick, curved piece of lumber, following a blue marker line while sawdust accumulates on the black work surface under bright workshop lights.",
+          "The overhead fluorescent lights suddenly begin to flicker and dim, causing the shadows around the bandsaw blade and the thick curved lumber to deepen as the scene loses brightness.",
+          "The workshop plunges into near-total darkness, leaving the bandsaw blade and the curved piece of lumber barely visible as faint silhouettes against the black work surface covered in sawdust.",
+          "The artificial lighting flickers back on, gradually revealing the texture of the wood and the scattered sawdust on the black table as the scene emerges from the darkness, restoring visibility to the workshop.",
+          "With the lighting fully recovered, the curved wooden beam stands vertically against the band saw blade, which has sliced along the blue guideline, nearly separating a thin strip of wood amidst scattered sawdust."
+        ]
+      }
+    },
+    "original_task_id": "a00814_00048",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00815_00446_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skateboarder wearing a white t-shirt and black pants performs a grind along a metal railing on a city street, with parked cars and storefronts visible in the background under bright natural daylight.",
+          "The natural lighting begins to drop rapidly as heavy grey storm clouds roll in over the street, causing shadows to deepen and the vibrant colors of the parked cars and storefronts to desaturate.",
+          "The scene plunges into near-total darkness as the dense storm clouds completely block the sun, leaving only the faint, ghostly outline of the metal railing and the skateboarder barely visible in the deep gloom.",
+          "The lighting begins to return as the heavy storm clouds start to part, gradually illuminating the street scene again and revealing the skateboarder near the metal railing as the colors of the surroundings start to pop back.",
+          "The lighting has fully recovered to bright daylight, clearly showing the skateboarder lying on the paved ground propping himself up with his hands, while his skateboard rests upside down with wheels facing up near the base of a tree."
+        ]
+      }
+    },
+    "original_task_id": "a00815_00446",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00815_00919_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skateboarder with long hair rides toward a metal rail on a concrete pavement, with blue double doors visible in the background under a covered walkway illuminated by bright daylight.",
+          "The bright daylight begins to fade rapidly as heavy storm clouds roll in, deepening the shadows around the metal rail and causing the scene's colors to desaturate.",
+          "The area is plunged into near-total darkness, obscuring the skateboarder's movements and leaving only the faint outlines of the building's structure and the rail visible in the gloom.",
+          "The storm clouds start to break, allowing light to filter back in and gradually revealing the concrete ground and the aftermath of the skateboarder's attempt.",
+          "The lighting returns to full brightness, clearly showing the skateboarder lying on his stomach on the concrete, propping himself up with his hands, while his skateboard rests on its wheels nearby to his left."
+        ]
+      }
+    },
+    "original_task_id": "a00815_00919",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00872_01459_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static shot shows a gray concrete block standing upright on a wooden surface against a plywood backdrop, with a pile of rubble to the left, illuminated by bright sunlight.",
+          "Sudden heavy storm clouds roll in, rapidly dimming the sunlight and casting deep shadows over the standing concrete block and the plywood wall as the scene darkens.",
+          "The scene is plunged into near-total darkness by the thick clouds, rendering the violent shattering of the concrete block barely visible as jagged fragments and dust launch into the gloom.",
+          "The storm clouds begin to part, allowing beams of sunlight to gradually return and illuminate the table surface, revealing the settling dust and the damaged block.",
+          "Full sunlight returns to reveal the final state: the concrete block now features a jagged, shattered top edge, surrounded by settling dust clouds and scattered concrete debris fragments across the table surface."
+        ]
+      }
+    },
+    "original_task_id": "a00872_01459",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00903_00032_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A young man in a purple beanie and black sweatshirt rides a light blue BMX bike down a paved road towards a low metal rail near a red brick building, preparing to jump.",
+          "As the rider approaches the rail, the natural daylight suddenly dims as heavy grey storm clouds roll in, casting deep shadows and desaturating the colors of the green utility box and the brick wall.",
+          "The scene plunges into near-total darkness, obscuring the rider's attempt to grind the rail; only faint silhouettes of the bike frame and the metal railing are barely visible against the dim surroundings.",
+          "The heavy clouds begin to part and daylight flickers back into the scene, gradually revealing the asphalt street surface and the aftermath of the failed trick near the black trash can.",
+          "With full lighting restored, the rider is seen sitting on the concrete curb beside the road clutching his leg in pain, while his light blue bicycle leans precariously against the metal railing nearby."
+        ]
+      }
+    },
+    "original_task_id": "a00903_00032",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00903_00080_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person in a black shirt and white pants stands on a high concrete ledge next to a grey building with horizontal siding and large glass windows, while a camera on a tripod records from the left.",
+          "As the figure prepares to move, heavy storm clouds suddenly roll in, causing the natural sunlight to fade rapidly and shadows to deepen around the grey siding and the tripod standing on the pavement.",
+          "The scene plunges into near-total darkness as the storm clouds completely block the sun, obscuring the action on the ledge and hiding the details of the building's glass windows and the concrete ground in deep shadow.",
+          "The heavy clouds begin to part and sunlight returns, gradually revealing the pavement below the ledge where the rider has landed, bringing the grey wall and the recording equipment back into view.",
+          "With the lighting fully recovered, the camera clearly shows a person lying on the pavement clutching their leg in pain near the base of the ledge, while a bicycle rests on its side on the ground nearby."
+        ]
+      }
+    },
+    "original_task_id": "a00903_00080",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00909_00861_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A female pitcher in a white t-shirt and maroon pants throws a yellow softball towards a batter in a black jacket, with a chain-link fence and green padding visible in the background.",
+          "The natural lighting begins to drop significantly as thick storm clouds gather overhead, darkening the dirt infield and causing the figures of the players to lose definition against the fence.",
+          "The scene becomes almost completely dark as the heavy clouds blot out the sun, hiding the chain-link fence and the players in deep shadow, leaving only faint silhouettes visible.",
+          "The lighting starts to return as the cloud cover thins, gradually revealing the texture of the dirt field and the green padded wall behind home plate once more.",
+          "The lighting fully recovers to reveal a young man in a red cap and black hoodie lying on his back on the dirt infield, laughing while clutching a baseball glove to his chest near the green padding."
+        ]
+      }
+    },
+    "original_task_id": "a00909_00861",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00923_00451_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blacksmith wearing a thick, dirty quilted jacket and blue pants uses long tongs to hold a glowing red metal piece on an anvil, using a metal bar to bend the heated arms.",
+          "The overhead workshop lights suddenly begin to flicker and dim, causing the shadows around the anvil and the blacksmith's textured jacket to deepen rapidly as the room loses illumination.",
+          "The scene plunges into heavy darkness as the lights fail completely, obscuring the blacksmith's blue pants and leaving only the faint, pulsating glow of the hot metal visible against the dark anvil.",
+          "The artificial lighting sputters and begins to return, casting a growing glow over the workshop debris and gradually revealing the blacksmith's white glove and the metal tools resting nearby.",
+          "The lighting fully recovers to reveal the final result: the red-hot metal piece is now bent into a distinct forked shape with curved prongs, held securely by tongs over the anvil surface."
+        ]
+      }
+    },
+    "original_task_id": "a00923_00451",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00000_00698_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A bright red ceramic piggy bank sits centered on a glossy black reflective surface against a stark white background, just as a heavy metal hammer swings into the frame from the right, poised to strike the smooth ceramic flank.",
+          "A large, billowing white studio cloth enters rapidly from the left edge of the frame, drifting inward to partially obscure the view of the red piggy bank and the incoming hammer just before impact.",
+          "The white fabric completely fills the frame, hiding the piggy bank and the destructive action entirely, leaving only the soft folds and bright white texture of the cloth visible against the studio lighting.",
+          "The white cloth begins to retract and slide out towards the right side of the frame, revealing glimpses of the aftermath underneath as the fabric clears the central view.",
+          "With the white cloth fully gone, the camera reveals the red piggy bank shattered into large red and white ceramic shards scattered across the reflective surface, with coins spilling out amidst the debris near the resting hammer."
+        ]
+      }
+    },
+    "original_task_id": "a00000_00698",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00027_00216_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A bundle of red and white striped candy canes tied with a pale ribbon stands upright on a dark, textured surface, while a sledgehammer descends rapidly from the top edge toward the candy.",
+          "A person wearing a black shirt enters from the left edge, their torso moving steadily across the foreground to partially block the view of the candy canes and the hammer striking down.",
+          "The person's black shirt dominates the entire frame, completely obscuring the candy canes and the table surface, preventing any view of the shattering action happening behind them.",
+          "The person in the black shirt moves toward the right edge, slowly unveiling the scene as the gap widens to show the dark surface beneath.",
+          "The person has fully exited the frame, leaving a clear view of shattered red and white candy cane fragments scattered across the dark surface, with the crumpled ribbon lying near the hammer."
+        ]
+      }
+    },
+    "original_task_id": "a00027_00216",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00043_00428_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A large, shiny stainless steel bowl sits centrally on a dark, flat surface, reflecting the bright daylight, while a stream of white granular substance begins to pour into it from the right side, near a person's leg clad in khaki pants.",
+          "A person wearing a dark garment enters from the right edge, moving leftward across the foreground and beginning to block the view of the stainless steel bowl and the stream of white grains.",
+          "The dark garment of the passing person completely fills the frame, obscuring the bowl and the pouring action entirely, with only the rough, reddish wall and wire mesh visible in the upper background above their shoulder.",
+          "The person continues their path to the left, their dark clothing moving out of the frame to reveal the stainless steel bowl again, where the white granular substance is now visibly piling up inside.",
+          "The occluding figure has fully exited to the left, revealing the final state where the large stainless steel bowl rests on the dark surface, now containing a substantial mound of the white granular powder."
+        ]
+      }
+    },
+    "original_task_id": "a00043_00428",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00043_01032_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A top-down shot captures a large stainless steel bowl of white flour on a light wood table, where a hand holds a small brown jar and starts pouring granular brown powder into the mound.",
+          "A person wearing a dark blue shirt enters from the left edge, their body moving across the foreground and starting to block the view of the bowl and the pouring hand.",
+          "The person's dark blue shirt completely covers the frame, hiding the bowl and the action entirely, leaving only the fabric and the edge of the wooden table visible at the periphery.",
+          "The person moves further right, and the dark fabric slides away, gradually revealing the metal bowl and the flour mixture underneath as the obstruction clears the scene.",
+          "With the person fully gone, the view returns to the metal bowl on the wooden table, showing a hand mixing the granular yeast into the white flour and tossing the ingredients together."
+        ]
+      }
+    },
+    "original_task_id": "a00043_01032",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00089_00763_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A low-angle shot shows a person crouching on the left amidst dry, brown grass, gripping a white Discraft disc, with dark trees and a soft evening sky visible in the background.",
+          "A large dog with dark fur runs into the frame from the left side, its body moving close to the lens and beginning to block the view of the crouching person and the disc.",
+          "The dog's torso and legs completely dominate the foreground, fully obscuring the person and the field behind it, filling the screen with moving fur and paws against the low perspective.",
+          "The dog exits the frame to the right, its tail and hind legs clearing the view, allowing the dry grass field to reappear as the white disc comes into focus rolling forward.",
+          "The scene is clear again, showing the white Discraft disc rolling large and blurred in the bottom right foreground across the dry grass, while the person now stands upright near a basket in the distance."
+        ]
+      }
+    },
+    "original_task_id": "a00089_00763",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00092_00591_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "On a bright blue hard court marked with crisp white lines, a female tennis player in a yellow top and dark skirt is captured mid-air, preparing to strike a yellow tennis ball.",
+          "A ball person wearing a dark blue uniform runs into the frame from the left side, their blurred figure beginning to obscure the lower portion of the court and the player's white shoes.",
+          "The ball person completely dominates the foreground, their moving limbs and dark blue clothing filling the entire view and effectively blocking out the tennis player and the bright blue court surface behind them.",
+          "The ball person continues running toward the right edge of the frame, their body sliding out of view to gradually reveal the blue court surface and the distinct white boundary lines underneath once again.",
+          "With the foreground clear again, the camera clearly shows a yellow tennis ball bouncing gently near the white service line on the expansive blue court surface, marking the end of the rally."
+        ]
+      }
+    },
+    "original_task_id": "a00092_00591",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00097_00353_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A shovel with a sturdy wooden handle and black metal blade repeatedly plunges into dark, churning water, violently striking the edge of a thick, blue-tinted sheet of ice near a person's beige winter boot visible on the left side.",
+          "A thick, bare tree branch sways down from the upper right corner, partially obscuring the view of the shovel blade and the splashing water as it strikes the frozen surface near the existing thin twigs.",
+          "The gnarled, brown branch swings fully across the center of the frame, completely blocking the view of the dark water, the wooden handle, and the shattering ice edge, dominating the foreground with its textured bark.",
+          "The heavy branch begins to sway back upwards and to the right, revealing glimpses of the disturbed water and scattered ice shards through the widening gap as the obstruction clears the central view.",
+          "With the branch fully gone, the static camera reveals the jagged, broken edge of the ice sheet and submerged fragments floating in the dark, rippling water, marking the irregular boundary where the tool struck the frozen surface."
+        ]
+      }
+    },
+    "original_task_id": "a00097_00353",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00098_00335_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a brightly lit kitchen setting, a pair of hands cracks white eggs over a large, stainless steel mixing bowl already brimming with dozens of vibrant orange yolks, while a green plastic crate filled with whole eggs sits nearby on the right.",
+          "As the hands continue to tap and break the shells, a person wearing a white apron enters the frame from the right side, their torso slowly moving across the foreground and beginning to obscure the view of the green crate and the metal bowl.",
+          "The person in the white apron continues walking directly in front of the lens, their clothing completely filling the frame and hiding the bowl of yolks, the cracking hands, and the crate of eggs from view entirely.",
+          "The white fabric of the apron shifts towards the left edge of the frame as the person walks away, gradually revealing the stainless steel bowl and the accumulated mixture of raw eggs underneath.",
+          "Once the person has fully exited the frame to the left, the camera clearly shows the large metal pot filled with raw egg yolks and whites, with hands holding two uncracked white eggs above the bowl beside the crate."
+        ]
+      }
+    },
+    "original_task_id": "a00098_00335",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00098_00483_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "On a light wooden butcher block table, a clear glass pie dish holds two raw eggs with bright yellow yolks, while in the background of white kitchen cabinets and a stainless steel sink, a person tilts a small bowl to pour more yolks.",
+          "A person wearing a white shirt enters from the left edge of the frame, their body moving forward to partially block the view of the glass pie dish and the eggs resting on the light wooden table.",
+          "The person in the white shirt stands directly in front of the lens, completely obscuring the wooden table, the glass dish, and the pouring action, filling the frame with their torso while the white kitchen cabinets remain blurred in the background.",
+          "The person in the white shirt walks towards the right side of the frame, gradually revealing the glass pie dish and the wooden surface as the obstruction moves away, allowing light to hit the eggs again.",
+          "Once the person has exited the frame, the glass pie dish is clearly visible on the wooden table, now holding several raw eggs with distinct yellow yolks, while a hand holds the empty small glass bowl nearby."
+        ]
+      }
+    },
+    "original_task_id": "a00098_00483",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00098_01181_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a softly lit kitchen setting, a hand holds a brown egg poised over a clear glass, while a white carton brimming with golden eggs rests on a stack of papers to the left.",
+          "A person wearing a dark shirt enters from the right edge, their torso moving into the foreground and starting to block the view of the glass and the hand holding the egg.",
+          "The person's dark clothing completely dominates the frame, fully obscuring the egg carton, the glass, and the hand, so that no part of the kitchen table or the cracking action is visible.",
+          "The person moves further left and begins to exit the frame, creating a widening gap that reveals the stack of papers and the clear glass sitting on the wooden table surface again.",
+          "Once the person has fully left, the clear glass is shown containing raw egg yolk and white, with a hand holding broken brown eggshells just above it, indicating a second egg has been cracked."
+        ]
+      }
+    },
+    "original_task_id": "a00098_01181",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00102_01345_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A metal mesh strainer hangs above a dark, rustic bowl, filtering a translucent pink liquid that drips in steady streams, creating expanding ripples and clusters of bubbles on the surface of the red juice resting on a wooden surface.",
+          "A person's arm, covered in a soft beige sleeve, slides into the frame from the left, moving across the foreground and starting to obscure the metal strainer and the pool of red juice below.",
+          "The beige sleeve fills the majority of the view, completely blocking the strainer and the bowl, so that only the blurred fabric texture is visible while the straining action is hidden behind the arm.",
+          "The arm in the beige sleeve shifts towards the right edge, gradually pulling away to reveal the dark bowl and the red liquid underneath as the obstruction clears the central area of the shot.",
+          "Once the arm has fully exited the frame, the camera clearly displays the dark bowl filled with vibrant red liquid, its surface shimmering with scattered bubbles and faint ripples where the straining has concluded."
+        ]
+      }
+    },
+    "original_task_id": "a00102_01345",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_00623_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A massive fireball erupts in the center of the frame against a clear blue sky, with bright yellow flames and dark smoke expanding rapidly while metal debris flies outward above a distant tree line.",
+          "A large, leafy branch from a foreground tree swings into the frame from the left edge, beginning to obscure the lower portion of the expanding fireball and the flying shrapnel.",
+          "The thick cluster of green leaves and brown twigs completely fills the screen, blocking the view of the explosion entirely as the wind pushes the heavy vegetation across the static lens.",
+          "The leafy branch begins to swing back towards the right edge of the frame, revealing glimpses of the towering smoke column and falling debris through the widening gaps in the foliage.",
+          "The branch has fully exited the frame, revealing the final state where a towering column of orange fire and thick smoke rises upwards while scattered metal fragments rain down against the blue sky."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00623",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_00691_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "The static aerial view captures a winding river flanked by dense dark green jungle and agricultural plots, where a massive explosion suddenly erupts, launching a towering column of black smoke and fire into the sky.",
+          "A large, dark bird suddenly swoops into the frame from the upper left, its out-of-focus wingspan rapidly expanding to partially block the view of the erupting fire and the winding waterway below.",
+          "The bird's dark, blurry body and fully extended wings dominate the entire foreground, completely obscuring the explosion and the river valley beneath it in a momentary total blackout of the scene.",
+          "The avian intruder continues its trajectory toward the right side of the frame, its trailing feathers dragging across the lens to slowly unveil the devastated landscape and rising smoke once more.",
+          "Once the bird has fully exited the frame, the view is clear again, displaying a massive cloud of white and dark smoke billowing upward while numerous white trails arc radially outward and downward in a starburst pattern."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00691",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_00880_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "The large, angular metal structure rests on a dirt mound in a field of dry grass under an overcast sky, suddenly struck by a violent explosion on its side.",
+          "A dark green utility truck enters the frame from the left foreground, driving steadily across the bottom edge and beginning to obscure the lower portion of the exploding metal structure.",
+          "The truck continues its path until its large, boxy silhouette completely dominates the foreground, fully blocking the view of the fireball and the metal target behind it against the pale sky.",
+          "The utility truck begins to exit the frame to the right, revealing the chaotic aftermath through the widening gap as the vehicle moves out of the line of sight, exposing the smoke.",
+          "Once the vehicle has fully exited to the right, the scene clearly shows a massive fireball and thick black smoke engulfing the left side, scattering debris, while the right angled panel remains standing on the mound."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00880",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_00896_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "The black and white rocket with red USA lettering stands on the pad, surrounded by metal gantries and the structure marked 1 SIDE 4, as massive orange flames suddenly erupt from the engine bells at the base.",
+          "A large, yellow industrial service vehicle drives slowly into the frame from the right, its heavy metal body rising to partially block the view of the violent flames expanding around the launch tower legs.",
+          "The yellow service vehicle moves fully across the foreground, completely hiding the rocket base and the spreading fire behind its tall, solid cabin and cargo bed, leaving only the upper rocket section visible.",
+          "The yellow vehicle begins to exit the frame to the left, slowly unveiling the scene as the intense glow of the fire becomes visible again through the gap behind the truck's rear.",
+          "The vehicle has completely left the view, revealing a massive, blinding cloud of bright orange fire and exhaust that now engulfs the entire launch platform and obscures the metal structures in intense light."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00896",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_01023_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A massive explosion erupts from the large brick manor, sending a towering plume of reddish-brown smoke and debris high into the overcast sky, obscuring the central tower while the lower brick walls remain visible behind the rising dust cloud.",
+          "A large leafy branch from the foreground tree on the left sways violently into the frame, beginning to partially block the view of the rising smoke and the brick building.",
+          "The thick cluster of green leaves and brown twigs fully dominates the center of the frame, completely hiding the burning manor and the billowing smoke behind a dense wall of vegetation.",
+          "The swaying branch begins to retreat back toward the left edge of the frame, revealing glimpses of the dark smoke and the damaged roof structure through the thinning gaps in the leaves.",
+          "The branch has fully exited the frame, revealing the final state where a massive fireball engulfs the manor's roof, sending thick black smoke and flying debris high into the sky above the partially visible lower brick walls."
+        ]
+      }
+    },
+    "original_task_id": "a00106_01023",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_01537_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "From a high-angle static perspective, a massive black metal truss structure holds a rocket engine centrally, surrounded by billowing white vapor jets against a backdrop of dusty brown earth and concrete pads, with white storage tanks visible on the right edge.",
+          "A large bird with brown and white feathers suddenly swoops down from the top left, its wings spreading wide as it flies extremely close to the lens, beginning to obscure the view of the white vapor and the black truss structure.",
+          "The bird's outstretched wings and body completely fill the frame, blurring into a soft focus of brown and white feathers that entirely blocks the view of the test stand and the ground, hiding the machinery.",
+          "The bird banks away towards the bottom right, its wings receding to reveal widening gaps of the scene, where the initial white vapor has rapidly ignited into a violent eruption of bright orange flames beneath the black truss.",
+          "With the bird fully gone, the camera clearly shows the rocket engine burning intensely, producing a massive, turbulent cloud of bright orange fire and thick white smoke that engulfs the area beneath the stationary black metal structure."
+        ]
+      }
+    },
+    "original_task_id": "a00106_01537",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00107_00694_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A gloved hand firmly grips a metal chisel against a rapidly spinning block of light-colored wood mounted on a lathe, sending a spray of fine sawdust into the air near a black collection box filled with shavings.",
+          "From the left side of the frame, the dark, dust-covered torso of a fellow worker walks into view, partially obscuring the spinning wooden workpiece and the gloved hand holding the carving tool.",
+          "The fellow worker's body completely fills the frame, blocking the view of the lathe and the carving process entirely, leaving only the texture of their dark, sawdust-dusted clothing visible in the foreground.",
+          "As the fellow worker continues walking to the right, their body begins to slide out of the frame, revealing the smoothing wooden surface and the metal tool rest underneath once again.",
+          "With the worker fully gone, the camera reveals the large wooden workpiece now shaped into a smooth, rounded, bulbous form spinning on the lathe, with thick layers of sawdust covering the stationary gloved hands."
+        ]
+      }
+    },
+    "original_task_id": "a00107_00694",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00112_00847_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Under a bright blue sky with wispy clouds, a white off-road vehicle speeds along a dry dirt track flanked by golden grasses and dark rocky hills, pulling taut on a yellow tow strap that leads toward the camera.",
+          "A large, dry tumbleweed rolls rapidly into the frame from the left edge, its tangled brown branches catching the sunlight as it begins to obscure the lower portion of the speeding vehicle and the dusty trail.",
+          "The massive tumbleweed continues its rapid roll across the foreground, completely filling the lens with its textured, dry vegetation and blocking the view of the white vehicle and the yellow tow strap entirely.",
+          "The tumbleweed rolls toward the right edge of the frame, slowly revealing the scene behind it as gaps in its dry branches allow glimpses of the thickening dust cloud and the taut yellow rope to reappear.",
+          "With the tumbleweed now fully out of frame, the view clears to show the white vehicle almost completely swallowed by a massive cloud of brown dust, the yellow tow rope stretching taut and disappearing into the thick haze."
+        ]
+      }
+    },
+    "original_task_id": "a00112_00847",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00132_00608_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A heavy, grey mechanical press descends rapidly toward a glowing orange metal bar resting on a sturdy, dark lower die, preparing to forcefully crush the hot steel against the base.",
+          "A large, dark rectangular metal plate, likely a piece of scrap or a shield moved by a crane, slides into the frame from the left side, beginning to partially block the view of the descending press and glowing bar.",
+          "The massive dark metal plate completely fills the foreground, entirely obscuring the crushing action and the machinery, with only its scratched, matte surface and faint industrial reflections remaining visible in the frame.",
+          "The large dark metal plate begins to slide away towards the right, slowly revealing the aftermath of the crushing process through the widening gap as the heavy grey press remains stationary above the work area.",
+          "The dark metal plate has fully exited the frame to the right, clearly showing the final result where the metal has been compressed into a flat, wide sheet on the bottom die surrounded by scattered dark flakes of scale."
+        ]
+      }
+    },
+    "original_task_id": "a00132_00608",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00190_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a brightly lit workshop with corrugated metal walls, a pink tablet stands upright on a silver platform bordered by yellow and black hazard tape, while a heavy concrete block hovers just above it, ready to drop.",
+          "A technician wearing a white shirt walks into the frame from the left, carrying a large, flat metal sheet that begins to obscure the view of the pink tablet and the dropping block.",
+          "The large metal sheet held by the passing technician completely fills the foreground, blocking the view of the crushing action and reflecting the bright studio lights as it moves across the center of the frame.",
+          "As the technician continues walking to the right, the edge of the metal sheet slides out of view, revealing the aftermath of the impact through the widening gap in the foreground.",
+          "With the obstruction fully cleared, the static shot reveals the pink tablet lying completely flattened and crushed on the hazard-striped platform, surrounded by large, jagged chunks of concrete rubble scattered across the metal surface."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00190",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00574_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Three metal 'Joys Salted Peanuts' cans sit on rough concrete pavement, filled with bright blue and yellow water beads, positioned directly in the path of a large black car tire visible on the right edge.",
+          "A person's leg, clad in dark denim jeans and a grey sneaker, steps into the frame from the left, partially obscuring the view of the blue-beaded can as the tire begins its forward roll.",
+          "The person's leg and shoe fully dominate the center of the frame, completely blocking the view of the cans and the tire, casting a dark shadow over the concrete while the crushing action continues unseen behind the limb.",
+          "The leg in the grey sneaker lifts and moves toward the right edge of the frame, revealing glimpses of flattened metal and scattered colorful beads on the ground through the widening gap near the car's undercarriage.",
+          "The person's leg has completely exited the frame to the right, revealing the aftermath: three flattened metal cans lying crushed on the concrete, with blue and yellow gel beads scattered widely across the pavement where the containers once stood."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00574",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00729_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A rectangular yellow plastic container with bright side latches sits on the rough gray asphalt, filled to the brim with clear water beads atop layers of orange, yellow, green, and blue beads. To the right, the black tread of a large car tire looms close to the container as it begins to roll forward.",
+          "A person wearing blue jeans and a white t-shirt walks into the frame from the left, their body beginning to obscure the yellow container as the car tire presses down on the colorful beads.",
+          "The person's torso and legs completely dominate the center of the frame, fully blocking the view of the container and the tire's interaction, leaving only the gray asphalt and the edge of the tire visible on the far right.",
+          "The person continues walking to the right, their body moving out of the frame to reveal the crushed plastic and scattered beads emerging from behind their legs.",
+          "With the pedestrian fully out of the frame, the camera reveals the flattened remains of the yellow plastic container lying crushed on the asphalt, with orange slime spilling out and hundreds of colorful water beads scattered across the wet ground near the stationary tire."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00729",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00800_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black car tire with white 'WHEELER' lettering sits atop a brown wooden ramp labeled 'EXPERIMENTS & LIFE HACKS', positioned directly beside a whole green striped watermelon on the gray asphalt.",
+          "A person wearing blue jeans and white sneakers walks into the frame from the left, their legs partially obscuring the view of the green watermelon and the wooden ramp as the tire begins to roll forward.",
+          "The person's legs and lower torso completely dominate the foreground, fully blocking the view of the car tire, the wooden ramp, and the watermelon as the crushing action happens behind them.",
+          "The person in blue jeans continues walking to the right and begins to exit the frame, slowly revealing the crushed remains of the fruit and the stationary black tire on the pavement.",
+          "Once the person has fully left the frame, the camera clearly shows the destroyed watermelon, with scattered chunks of red flesh and green rind lying on the asphalt near the black tire and wooden ramp."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00800",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00144_00810_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up view captures a hand holding a silver metal shaker, pouring a stream of liquid and ice into a clear glass featuring a white diamond lattice pattern that sits on a white counter with amber liquid inside.",
+          "A person wearing a dark garment suddenly walks into the frame from the left edge, their body beginning to block the view of the pouring hand and the etched glass.",
+          "The dark fabric of the passerby's clothing completely dominates the foreground, fully obscuring the glass, the shaker, and the white beadboard background as they move directly across the lens.",
+          "The passerby continues their movement toward the right edge, their dark form sliding away to reveal the white surface and the top rim of the glass re-emerging into view.",
+          "The frame is now clear again, showing the diamond-patterned glass resting on the white table, filled with the mixed brown cocktail and several large, clear ice cubes floating at the top."
+        ]
+      }
+    },
+    "original_task_id": "a00144_00810",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00204_01516_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Two curlers in bright yellow jerseys vigorously sweep the white ice with brooms ahead of a sliding yellow stone, while the blue sideboards frame the rink under bright arena lights.",
+          "A person wearing a dark jacket walks closely past the camera lens from the left side, their torso beginning to obscure the view of the sweeping players and the sliding stone.",
+          "The dark fabric of the passerby's jacket completely fills the frame, hiding the curling action entirely and leaving only the texture of the dark clothing visible against the bright background light.",
+          "The person in the dark jacket continues walking to the right, slowly revealing the white ice sheet again as the gap widens to show the yellow stone slowing down near the target area.",
+          "With the obstruction gone, the yellow curling stone rests perfectly in the center of the blue target circle, surrounded by the players in yellow shirts who have stopped sweeping and stand on the ice."
+        ]
+      }
+    },
+    "original_task_id": "a00204_01516",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00206_00877_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A clear, empty glass rests on a smooth white surface, illuminated by soft, even lighting. Large chunks of white ice begin to drop into the vessel from above, landing with a sharp clink against the transparent bottom.",
+          "A soft white linen napkin enters the frame from the left side, drifting slowly across the scene. It begins to partially obscure the clear glass and the falling ice chunks, casting a gentle shadow over the pristine white surface.",
+          "The white linen napkin now completely dominates the center of the frame, fully concealing the glass and the ice dropping action. The soft texture of the fabric fills the view, blocking all sight of the countertop and the vessel beneath it.",
+          "The white linen napkin begins to slide away towards the right edge of the frame, gradually revealing the scene underneath. Through the widening gap, the clear glass and the white countertop become visible again as the fabric retreats.",
+          "The white linen napkin has fully exited the frame to the right, leaving the scene unobstructed. The clear glass now sits quietly on the white surface, containing two distinct white ice cubes resting at the bottom under the bright lighting."
+        ]
+      }
+    },
+    "original_task_id": "a00206_00877",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00207_02059_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "The large chrome hydraulic press ram begins its rapid descent toward the black Nikon FA camera body centered on the circular metal pedestal, while scattered debris lies on the workbench against a backdrop of green walls with yellow lightning bolt signs.",
+          "A worker wearing a dark grey coverall enters from the left edge of the frame, their torso partially obscuring the view of the descending press and the Nikon camera as they walk across the foreground.",
+          "The worker's dark grey coverall completely fills the frame, blocking the entire view of the hydraulic press and the Nikon camera, with only the texture of the heavy fabric visible as they pass directly in front of the lens.",
+          "The worker in the dark grey coverall continues moving to the right, their body sliding out of the frame to reveal the aftermath of the crushing action underneath the now-stationary press ram.",
+          "With the worker fully out of the frame, the black Nikon camera is revealed completely crushed flat against the metal base, its body destroyed into a pile of debris with metal shards scattered and the strap hanging from the flattened wreckage."
+        ]
+      }
+    },
+    "original_task_id": "a00207_02059",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00233_00090_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person wearing blue nitrile gloves holds a large white plastic scoop filled with white flour over a shiny stainless steel mixing bowl, while a blue bowl containing more flour sits on the counter to the left near a sunlit window.",
+          "A person wearing a white apron enters the frame from the right side, their body partially obscuring the view of the gloved hands and the metal bowl as they walk past the workstation.",
+          "The white fabric of the passing person's apron completely fills the camera view, hiding the mixing bowl and the pouring action entirely behind the moving cloth texture.",
+          "The person in the white apron continues walking toward the left edge of the frame, gradually revealing the stainless steel bowl and the countertop underneath as the obstruction clears.",
+          "Once the person has fully exited the frame to the left, the camera clearly shows the shiny metal bowl containing a large mound of white flour at the bottom, with the blue bowl still visible in the background."
+        ]
+      }
+    },
+    "original_task_id": "a00233_00090",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00233_00238_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Fine white flour and granulated sugar cascade from a tilted stainless steel bowl into a larger mixing basin, creating a dusty cloud, while a gloved hand grips the rim at the bottom right.",
+          "A chef's arm wearing a white glove enters from the right, sweeping across the foreground and partially blocking the view of the white flour and sugar cascading into the metal bowl.",
+          "The white-gloved arm and sleeve completely cover the center of the shot, obscuring the stainless steel bowl and the falling ingredients, filling the frame with the texture of the white material.",
+          "The arm retracts to the right, widening the view to reveal the stainless steel bowl again, where the stream of flour has ceased and a pile of ingredients is becoming visible.",
+          "The arm has fully left the frame, leaving a clear view of the large stainless steel mixing bowl containing a settled, static mound of white flour and sugar mixture at the bottom."
+        ]
+      }
+    },
+    "original_task_id": "a00233_00238",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00237_00609_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand carefully places the final wooden domino at the end of a curved line extending from a tall tower of light brown wooden blocks with carved tracks, set against a white foam mat background.",
+          "An orange tabby cat walks into the frame from the right side, its furry body beginning to obscure the view of the hand and the newly placed domino near the white mat.",
+          "The orange tabby cat completely fills the frame, its thick fur and body hiding the wooden block tower and the domino line, leaving only the cat's moving form visible against the bright lighting.",
+          "The orange tabby cat continues walking toward the left edge, slowly revealing the wooden structure and the dominoes which have started to topple over as a blue marble rests near the base.",
+          "With the cat fully out of the frame, the scene shows a blue marble resting near the base of the wooden block structure while the curved row of wooden dominoes continues toppling over in a chain reaction."
+        ]
+      }
+    },
+    "original_task_id": "a00237_00609",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00237_00717_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A glossy red and white ceramic object tumbles rapidly toward the rotating metal teeth of an industrial shredder, set against a backdrop of bright blue painted metal walls.",
+          "A heavy, translucent blue plastic safety flap swings down from the upper right edge of the frame, beginning to obscure the view of the crushing blades and the falling ceramic item.",
+          "The thick blue plastic sheet completely dominates the foreground, rippling slightly as it fully blocks the camera's view of the shredder mechanism and the disintegrating item behind it.",
+          "The heavy blue safety flap slowly lifts and sways back toward the upper frame, gradually revealing the sharp interlocking metal teeth and the scattered remnants of the destruction process underneath.",
+          "The plastic curtain has fully retracted out of view, leaving a clear shot of the shredder blades where the red polka-dotted object has been completely pulverized into small white and red fragments disappearing between the rotating metal teeth."
+        ]
+      }
+    },
+    "original_task_id": "a00237_00717",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00238_00133_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Clear glass marbles roll smoothly along the pale pine wood tracks, gathering speed as they descend the parallel grooves toward the intricate pivoting wooden hammer mechanism situated in the foreground.",
+          "A person's arm, clad in a thick white knitted sweater sleeve, enters from the right side of the frame, slowly obscuring the view of the wooden hammer and the rolling marbles.",
+          "The white sweater sleeve completely fills the frame, blocking out the detailed wood grain and the marbles entirely, leaving only the soft texture of the knitted fabric visible against the bright indoor lighting.",
+          "The arm begins to retract back toward the right edge, slowly revealing the stationary wooden tracks and the carved channels underneath as the fabric moves out of the way.",
+          "With the arm fully gone, the camera reveals a single blue marble resting securely inside a carved circular hole in the wooden block on the left, while the rest of the track remains still."
+        ]
+      }
+    },
+    "original_task_id": "a00238_00133",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00270_00023_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "The large Uzbekistan Airways jet, featuring a white body with blue and green stripes and a blue engine nacelle, lowers its landing gear against a grey sky as it prepares to touch down on the wet runway.",
+          "A white airport maintenance truck with flashing amber lights enters from the left edge of the static frame, moving rightward and beginning to partially block the view of the aircraft's blue engine and extended landing gear.",
+          "The white maintenance truck continues its path across the foreground, completely filling the frame and fully obscuring the landing aircraft, leaving only the truck's side panels and moving wheels visible against the grey backdrop.",
+          "As the white maintenance truck exits towards the right edge of the frame, the view clears to reveal the airplane again, now firmly on the ground with spoilers deployed and water spraying from the tires.",
+          "The maintenance vehicle has fully left the frame, leaving a clear view of the large airplane rolling away down the wet runway, its wing spoilers fully deployed and tires kicking up a significant rooster tail of water spray."
+        ]
+      }
+    },
+    "original_task_id": "a00270_00023",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00280_00363_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skier descends rapidly down the steep, sunlit snow slope, navigating around the scattered dark rocks on the left while kicking up a large spray of white powder with each turn.",
+          "A large bird of prey swoops into the frame from the right edge, its dark wings beginning to obscure the view of the skier carving through the snow near the rocky outcrops.",
+          "The bird's massive wingspan completely fills the foreground, blurring the scene with feathers and blocking the view of the snowy mountain entirely as it passes extremely close to the static camera lens.",
+          "The bird exits the frame to the left, its wings moving out of view to gradually reveal the bright white snow and the dark rocks of the mountain slope as the scene clears.",
+          "The bird is fully gone, revealing a person lying on their back in the snow with limbs splayed, surrounded by a spray of powder near the scattered rocks where the descent ended."
+        ]
+      }
+    },
+    "original_task_id": "a00280_00363",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00318_00064_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Under a bright blue sky with wispy clouds, a whole pineapple sits atop a rugged, reddish-brown dirt mound surrounded by dry scrub brush, just as it suddenly bursts apart in a violent explosion of yellow fruit and green leaves.",
+          "As the pineapple detonates, sending debris upward, a large, dark bird swoops extremely close to the camera lens from the left side, its outstretched wing beginning to obscure the rising cloud of smoke and fruit chunks.",
+          "The bird's body and feathers completely fill the frame, blocking out the blue sky and the dirt mound entirely, creating a momentary blur of dark plumage that hides the ongoing explosion.",
+          "The bird continues its flight path across the frame, its tail feathers sliding out of view to the right, gradually revealing the aftermath of the blast on the mound below through the widening gap.",
+          "With the bird fully gone, the camera reveals the scattered yellow fruit chunks and green spiky leaves drifting through the air above the brown dirt mound, suspended in the wake of the explosion."
+        ]
+      }
+    },
+    "original_task_id": "a00318_00064",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00327_00223_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black car tire rests on wet stone tiles next to a deep blue water balloon, beginning a slow roll forward over a long line of colorful spheres including orange, yellow, and green that stretch toward the rear wheel.",
+          "Just as the tire begins to compress the first blue balloon, a person wearing blue jeans and white sneakers walks into the frame from the right side, their legs partially blocking the view of the colorful line of balloons extending under the car.",
+          "The person continues walking across the foreground, their legs and lower body now completely obscuring the car tire and the line of balloons, filling the frame with the movement of denim fabric and blocking the view of the crushing action.",
+          "The person's legs move toward the left edge of the frame, gradually revealing the scene underneath the car again as the gap widens, showing glimpses of the wet pavement and the aftermath of the tire's movement over the tiles.",
+          "With the pedestrian fully out of the frame, the camera reveals the wet pavement littered with colorful rubber scraps from the burst balloons, while four intact water balloons in blue, light blue, orange, and red lie scattered separately across the stone tiles."
+        ]
+      }
+    },
+    "original_task_id": "a00327_00223",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00364_01737_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Numerous white, oblong pills tumble through the air against a stark black background, beginning to land on a textured dark green surface, illuminated by a soft, dramatic light that highlights their smooth, chalky texture as they bounce.",
+          "As the white pills continue to scatter and bounce across the dark green surface, the bottom rim of a white plastic pill bottle enters from the upper right corner, partially obscuring the falling medication and casting a soft shadow over the tumbling objects.",
+          "The white plastic pill bottle moves fully into the center of the frame, completely blocking the view of the dark green surface and the scattered pills, its smooth, curved white surface reflecting the light and dominating the entire visual field.",
+          "The white plastic pill bottle begins to slide out of the frame towards the top right, revealing the dark green surface underneath and the chaotic arrangement of white oblong pills that have settled into a dispersed pattern.",
+          "With the white plastic pill bottle now completely gone from the view, the camera clearly shows the final state where numerous white oblong pills lie scattered across the dark green surface in a random, dispersed pattern, resting quietly after their rapid descent."
+        ]
+      }
+    },
+    "original_task_id": "a00364_01737",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00386_00350_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In the dimly lit workshop, a heavy hammer rhythmically strikes a small, curved piece of reddish copper held against the sharp edge of a steel anvil, the metal gleaming under the focused light as the dirty hand grips it firmly.",
+          "As the hammer continues its work, a heavy, dark leather apron swings into the frame from the left side, its textured surface gradually obscuring the view of the anvil and the copper piece being shaped.",
+          "The thick leather apron completely dominates the foreground, blocking out all visibility of the hammering action and the steel anvil, leaving only the rough, dark texture of the protective gear filling the entire static shot.",
+          "The leather apron begins to swing back out of the frame to the left, slowly revealing glimpses of the steel anvil and the hand underneath as the view of the workspace widens again.",
+          "With the obstruction fully gone, the camera clearly shows the now-flattened copper wire loop resting securely against the sharp edge of the metal anvil, held firmly in place by the worker's hand after the shaping is complete."
+        ]
+      }
+    },
+    "original_task_id": "a00386_00350",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00403_01394_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a dimly lit environment with a blurred warm shape in the background, large shards of white glass explode outward and upward from a central filament, scattering through the dark air in slow motion as a lightbulb shatters.",
+          "A person's dark sleeve enters from the left edge of the frame, moving steadily rightward and beginning to partially block the view of the exploding glass shards and the central metallic base.",
+          "The dark fabric of the sleeve completely dominates the frame, fully obscuring the shattering lightbulb and the scattered glass fragments, leaving only the texture of the black material visible against the dark background.",
+          "The dark sleeve continues its movement to the right, slowly retreating from the center and allowing the scattered white glass shards and the standing metal base to reappear through the widening gap.",
+          "With the dark sleeve fully gone from the frame, the scene reveals the aftermath: the metal base and filament stand centrally while sharp white glass fragments lie scattered outward into the surrounding darkness."
+        ]
+      }
+    },
+    "original_task_id": "a00403_01394",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00403_01560_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Four large cola bottles stand upright on a weathered wooden table painted with red, white, and blue sections, set against a backdrop of thick timber beams and dense green foliage, when suddenly the bottles begin to violently erupt in a chain reaction.",
+          "As the dark liquid begins to spray violently from the bursting bottles, a person wearing a dark green t-shirt enters from the left edge of the frame, their body partially obscuring the view of the wooden table and the exploding soda.",
+          "The person continues walking across the foreground, their torso and shoulders completely blocking the camera's view of the table, the bursting bottles, and the timber wall behind them, leaving only the blurred outline of their movement visible against the green background.",
+          "The person moves toward the right side of the frame, revealing the aftermath of the explosion through the widening gap as the dark liquid settles and the wooden table painted with red and blue sections comes back into view.",
+          "Once the person has fully exited the frame to the right, the camera reveals the final state where two cola bottles lie on their sides on the powder-covered table, while two other bottles rest on the grass beneath amidst settling smoke."
+        ]
+      }
+    },
+    "original_task_id": "a00403_01560",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00440_01043_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Six colorful water balloons with hand-drawn emoji faces—pink, red, orange, yellow, green, and blue—sit in a neat row on a gray concrete surface next to a large black car tire, just as the tire begins to roll forward.",
+          "A person wearing blue jeans walks into the frame from the right edge, their legs partially obscuring the blue and green balloons while the black tire continues to crush the yellow balloon behind them.",
+          "The person stands directly in front of the static camera, their denim-clad legs completely blocking the view of the balloons and the tire, dominating the frame with the dark fabric and the shadow cast on the ground.",
+          "The person begins to walk away to the left, their legs moving out of the shot and revealing the wet concrete and the crushed remains of the balloons through the widening gap in the foreground.",
+          "Once the person has fully exited the frame, the view is clear again, showing all six balloons crushed flat on the wet concrete with water actively spraying from the pink and red remnants while the others lie squashed."
+        ]
+      }
+    },
+    "original_task_id": "a00440_01043",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00447_00070_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A stack of metal cans sits on a black folding table in front of a weathered wooden retaining wall, bathed in bright sunlight, just as the can violently explodes and sprays white foam high into the air.",
+          "As the massive spray of white foam ejects upward, a person wearing a dark jacket walks into the frame from the left, their shoulder beginning to block the view of the table and the wooden wall.",
+          "The person continues walking across the foreground, completely obscuring the table and the explosion, their dark clothing dominating the frame and hiding the cans and the scattering debris from view.",
+          "The person moves toward the right edge, their body revealing the scene behind them as the view clears to show the white residue splattered on the black table and the gravel ground below.",
+          "With the person fully gone, the camera clearly shows the aftermath: the can's base stands upright on the foam-covered table, its detached top rests to the left, and white residue splatters the table surface and the wooden wall behind."
+        ]
+      }
+    },
+    "original_task_id": "a00447_00070",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00447_00579_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A line of colorful water balloons, including yellow, pink, green, and blue spheres, rests on a red carpet speckled with glitter and sequins, positioned just below a white vehicle bumper.",
+          "A foot wearing a white sneaker enters from the left side, stepping onto the red carpet and partially blocking the view of the yellow and pink balloons as the tire begins to roll.",
+          "The person's leg, clad in blue jeans, moves fully into the center, completely obscuring the green, blue, and purple balloons and the tire's action behind the dark denim fabric.",
+          "The sneaker and denim-clad leg begin to step away toward the right edge, gradually opening up the view to reveal the wet red surface and torn rubber pieces of the balloons.",
+          "The sneaker has fully exited the frame to the right, revealing the colorful water balloons completely burst and flattened, with rubber skins scattered across the wet, red carpet amidst splashed water and confetti."
+        ]
+      }
+    },
+    "original_task_id": "a00447_00579",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00455_00488_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "On a sunlit white table with blurred wooden bookshelves in the background, a clear glass ramekin sits next to a brown egg. A hand cracks the egg against the rim, pouring the raw contents into the small bowl.",
+          "From the right side, a sheer white curtain suddenly billows inward on a breeze, drifting into the foreground. The translucent fabric begins to obscure the glass bowl and the cracking egg, partially blocking the view of the table.",
+          "The sheer white curtain fully covers the frame, pressing close to the lens and hiding the table completely. The view is dominated by the rippling folds of the fabric as light filters through, obscuring the egg separation action entirely.",
+          "The breeze shifts, causing the sheer white curtain to slowly recede back toward the right edge of the frame. As the fabric pulls away, the white table and the glass ramekin become visible again through the clearing space.",
+          "With the curtain fully gone, the camera reveals the glass ramekin containing clear egg white. A spoon lifts the intact yellow yolk high above the bowl, separating it as a strand of white drips back down into the glass."
+        ]
+      }
+    },
+    "original_task_id": "a00455_00488",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00456_00097_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A gloved hand stabilizes a rough, light-colored block while another hand uses yellow-handled end-cutting pliers to grip and wiggle a metal loop embedded in the side, set on sandy ground with scattered metal debris nearby.",
+          "A large, dark work boot steps into the frame from the left, its dusty leather surface beginning to partially block the view of the pliers twisting the metal loop.",
+          "The heavy work boot completely fills the center of the frame, fully obscuring the rough block and the hands, leaving only the boot's texture and the surrounding sandy floor visible.",
+          "The work boot begins to move away to the right, slowly uncovering the rough block and the gloved hand stabilizing it as the scene re-emerges from behind the footwear.",
+          "Once the boot has fully exited the frame, the camera clearly shows a hammer claw resting against the now-bent metal fastener embedded in the rough wooden plank, which is still held upright by the gloved hand on the sandy ground."
+        ]
+      }
+    },
+    "original_task_id": "a00456_00097",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00479_00309_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "On the smooth blue felt of the pool table, a wooden cue stick strikes the white cue ball with red dots, sending it rolling rapidly toward the yellow number one ball positioned near the corner pocket.",
+          "As the white ball moves, a person wearing dark trousers enters from the left edge, their legs partially obstructing the view of the blue rails and the yellow number one ball near the pocket.",
+          "The person's body completely dominates the foreground, fully blocking the view of the pool table, the corner pocket, and the collision happening between the white cue ball and the yellow ball against the diamond-plate metal wall.",
+          "The person continues walking to the right, their dark clothing sliding out of the frame to gradually reveal the blue table surface and the stationary blue two ball near the bottom left corner.",
+          "With the obstruction gone, the white cue ball is seen rolling across the blue felt towards the yellow nine ball in the bottom right, while the blue two ball and other striped balls remain stationary on the table."
+        ]
+      }
+    },
+    "original_task_id": "a00479_00309",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00503_01377_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand grips a black and red pressure washer nozzle, directing a high-pressure spray along a dirty, beige stone window sill beneath a white-framed window, washing away grime near the red brick wall.",
+          "A large, leafy branch from the bush on the left swings inward on a breeze, partially obscuring the view of the pressure washer nozzle and the stone sill being cleaned.",
+          "The dense cluster of green leaves and thin brown stems completely fills the frame, effectively hiding the white window frame, the red brick wall, and the cleaning action behind a solid wall of swaying foliage.",
+          "The leafy branch begins to sway back towards the left edge, revealing glimpses of the wet stone surface and the red brickwork underneath as the greenery retreats from the center of the shot.",
+          "With the foliage fully cleared from the view, the scene shows the now clean and wet stone ledge, stripped of dark grime, with water dripping down the red brick wall below."
+        ]
+      }
+    },
+    "original_task_id": "a00503_01377",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00512_00883_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a room with beige square tiles, a large, empty stainless steel mixing bowl with side handles sits in the center, while nearby, a person wearing black pants and grey Crocs stands ready as black-gloved hands begin pouring white flour.",
+          "From the right side, a person wearing a white apron walks into the frame, their body beginning to block the view of the shiny metal bowl and the stream of falling flour.",
+          "The person in the white apron completely dominates the foreground, entirely obscuring the mixing bowl and the pouring action, leaving only the texture of the white fabric visible in the center of the shot.",
+          "As the person in the white apron continues walking toward the left, their figure slides out of view, slowly uncovering the stainless steel bowl where the flour has been collecting.",
+          "With the passerby fully gone, the camera clearly shows the large stainless steel mixing bowl now containing a substantial, settled mound of white flour powder at the bottom, resting on the tiled floor."
+        ]
+      }
+    },
+    "original_task_id": "a00512_00883",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00513_00452_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A vibrant green head of cabbage rests atop a mound of cracked, dry brown earth under a vast, clear blue sky, suddenly beginning to shudder violently as an internal pressure builds just before it detonates.",
+          "A large, dry, brown leaf tumbles into the frame from the upper left, caught in a sudden gust of wind, and begins to obscure the cabbage just as the vegetable bursts outward in a brilliant flash.",
+          "The crinkled, brown leaf fills the entire center of the frame, completely hiding the exploding cabbage and the mound of earth behind its textured, veined surface as it drifts extremely close to the lens, dominating the view.",
+          "The leaf begins to drift toward the right edge, lifting slightly to reveal glimpses of the green fragments and dust cloud expanding rapidly in the background above the mound of dry earth.",
+          "The leaf exits the frame to the right, leaving a clear view of the obliterated cabbage, which has scattered green shards and white dust in a wide explosion cloud above the dirt mound, with a small red fragment visible high in the debris field."
+        ]
+      }
+    },
+    "original_task_id": "a00513_00452",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00550_00045_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a dimly lit workshop, a blacksmith's hand grips heavy tongs holding a glowing orange rectangular metal billet against the rough surface of a dark anvil, while a heavy hammer is poised to strike, sending tiny sparks scattering as the metal begins to deform.",
+          "A fellow worker carrying a large, dark sheet of scrap metal enters from the right edge of the frame, their dark clothing and the metal sheet beginning to obscure the view of the glowing billet and the anvil.",
+          "The large dark metal sheet carried by the passing worker completely fills the foreground, blocking the view of the anvil and the forging process entirely, leaving only the texture of the passing metal visible against the blurred workshop background.",
+          "The worker carrying the dark metal sheet continues moving to the left, gradually revealing the anvil and the work area again as the obstruction slides out of the frame, exposing the glowing metal once more.",
+          "With the foreground now clear, the camera reveals three glowing orange metal bars stacked flat on the dark, rough block, forming a single rectangular mass with visible surface texture and scattered scale flakes where the forging has completed."
+        ]
+      }
+    },
+    "original_task_id": "a00550_00045",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00550_00137_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a workshop with scattered metal shavings on the floor, a wooden-handled hammer rests on the flat face of a heavy, worn iron anvil before a blacksmith lifts it to strike a glowing orange metal bar, causing sparks to scatter.",
+          "The blacksmith's dark trousers and heavy work boots step forward from the right edge of the frame, moving across the foreground and beginning to partially block the view of the anvil and the hammering action.",
+          "The blacksmith's body completely dominates the frame, filling the view with dark fabric and the blur of motion, fully hiding the anvil, the glowing metal, and the sparks from the camera.",
+          "The blacksmith steps away to the left, their dark clothing sliding out of the frame to reveal the wooden floorboards and the edge of the anvil reappearing as the view clears.",
+          "The camera now clearly shows the heavy iron anvil sitting empty and bare on its wooden block, the glowing metal bar removed, with the small golden decorative figure still visible on the side of the anvil base."
+        ]
+      }
+    },
+    "original_task_id": "a00550_00137",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00561_00108_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A pale arm extends from the left, holding a dark reddish crawfish by its tail just above the glassy surface of a dark pond, framed by green aquatic plants hanging from the top edge.",
+          "A large cluster of green leaves and thin branches sways heavily into the frame from the upper right, beginning to partially block the view of the dangling crawfish and the calm water below.",
+          "The dense foliage of the swaying branch completely fills the view, effectively blocking the hand, the bait, and the water surface from sight as the green leaves dominate the entire foreground.",
+          "The heavy leafy branch begins to sway back out of the frame towards the top edge, gradually revealing glimpses of the disturbed water surface and the hand still hovering near the plants.",
+          "With the vegetation fully cleared from the view, the camera shows turbulent dark water churning with white foam and bubbles where the fish submerged, while the empty hand hovers near the top edge plants."
+        ]
+      }
+    },
+    "original_task_id": "a00561_00108",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00561_01358_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "The empty black bucket swing suspended by metal chains swings rhythmically back and forth over the textured white sand, moving from the grassy background toward the foreground near the out-of-focus green support pole on the left.",
+          "A person wearing dark clothing enters from the left edge of the frame, their body gradually moving across the foreground and partially blocking the view of the swinging bucket and the sand.",
+          "The person's dark clothing and body completely dominate the frame, fully obscuring the swing set and the white sand pit from view as they walk directly past the static camera lens.",
+          "The person continues their path to the right, their figure sliding out of the frame to reveal the playground area and the swing moving closer through the widening gap.",
+          "The black bucket swing holding a crumpled beige mass swings forward into the immediate foreground, with its metal chains taut and the seat tilted upward above the white sand."
+        ]
+      }
+    },
+    "original_task_id": "a00561_01358",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_00367_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static top-down shot captures a gray pool table with black rails and white diamond markers, where a cue stick strikes the white ball on the right, sending it rushing toward the colorful triangle of balls clustered on the left.",
+          "A person wearing a dark blue shirt enters from the bottom edge, their torso rising into the frame to partially block the view of the gray felt and the approaching white cue ball.",
+          "The person's dark blue shirt and back completely dominate the view, fully obscuring the pool table and hiding the moment the white ball smashes into the colorful rack of balls.",
+          "The person walks away toward the top left, their body sliding out of the frame to gradually reveal the gray table surface where the colored balls are now rolling apart.",
+          "The occlusion clears completely to show the aftermath on the gray felt, with the colorful balls scattered widely, the black ball resting near the top left corner and the white cue ball near the top rail."
+        ]
+      }
+    },
+    "original_task_id": "a00563_00367",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_00668_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A top-down view shows a gray felt pool table with black rails and white diamond markers, where a racked triangle of colorful balls sits on the left and a white cue ball waits near the bottom right before a cue stick strikes it.",
+          "Just as the cue ball accelerates toward the rack, a person's dark pant leg and black shoe step into the frame from the bottom right, moving upward to partially block the view of the table's surface.",
+          "The person's dark trousers and shoe move directly over the static camera lens, completely filling the frame with blurry dark fabric that obscures the pool table, the gray felt, and the action of the scattering balls.",
+          "The dark obstruction begins to slide toward the top left corner, gradually revealing the gray felt and the now-dispersed colored balls as the person continues walking past the camera.",
+          "The person's leg and shoe have fully exited the frame, revealing the final state of the game with the colorful pool balls scattered widely across the gray felt, resting near the black rails and center."
+        ]
+      }
+    },
+    "original_task_id": "a00563_00668",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_01026_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A cluster of translucent green, bright red, and pink water balloons rests on the wet, reflective concrete pavement as the black rubber tread of a car tire begins to roll forward toward them.",
+          "A person's legs, clad in blue jeans and white sneakers, walk into the frame from the left side, beginning to obscure the view of the colorful balloons and the wet ground.",
+          "The person's legs continue walking across the foreground, completely blocking the camera's view of the water balloons and the car tire with their denim-clad thighs and shoes dominating the entire frame.",
+          "The person's legs move toward the right edge of the frame, gradually revealing the wet concrete surface underneath as they exit the scene and the background comes back into view.",
+          "Once the person has fully passed, the camera reveals the crushed remains of the water balloons, with torn fragments of green, red, and pink rubber scattered across the damp pavement near the tire."
+        ]
+      }
+    },
+    "original_task_id": "a00563_01026",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_01823_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand wearing a black wristwatch places a row of four colorful plastic bottles—red, yellow, green, and blue—on rough grey asphalt next to a large black car tire that begins to slowly roll forward.",
+          "From the left edge, a person wearing dark blue jeans and grey sneakers walks into the frame, their legs starting to block the view of the hand and the red bottle.",
+          "The person's body completely obstructs the camera view, filling the frame with dark denim fabric and the side of a grey sneaker, hiding the car tire and the bottles entirely from sight.",
+          "The person walks out of the frame to the right, their legs moving away to reveal the asphalt and the car tire which has moved forward over the line of containers.",
+          "The scene is fully visible again, showing the car tire resting on the flattened yellow, green, and blue bottles leaking colorful slime, while the red bottle near the edge remains unburst and upright."
+        ]
+      }
+    },
+    "original_task_id": "a00563_01823",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00565_01236_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a sandy area featuring a bright pink cardboard castle with white brick outlines and an orange picket fence, a hand holds a glass jar of red and black beads, shaking it slightly before tilting to pour.",
+          "As the beads begin to fall, a person's leg clad in blue jeans and a white sneaker steps in from the left, partially obscuring the pink castle and the pouring action.",
+          "The leg moves fully across the foreground, completely blocking the view of the pink structure and the sand, leaving only the blue denim fabric and white shoe visible in the frame.",
+          "The leg in blue jeans shifts toward the right edge, gradually revealing the textured sandy ground and the base of the pink castle as the obstruction clears the central area.",
+          "Once the leg has exited, the camera shows the final result: red and black pellets scattered on the sand and collected inside the left archway of the pink cardboard house."
+        ]
+      }
+    },
+    "original_task_id": "a00565_01236",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00581_00452_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blue-tinted, inclined conveyor belt continuously transports scattered clumps of brown earth and debris upwards towards a processing area near large white structures, with heavy dark machinery and ropes visible on the left.",
+          "A large, dark, rusted metal pipe swings into the frame from the left edge, partially obscuring the view of the moving conveyor belt and the brown earth clumps traveling upwards.",
+          "The massive dark metal structure completely fills the foreground, blocking the entire view of the conveyor belt and the processing machinery, leaving only the textured surface of the rusted metal visible.",
+          "The large dark metal pipe begins to swing back towards the left edge of the frame, revealing glimpses of the blue-tinted conveyor belt and the scattered debris moving upwards once again.",
+          "With the obstruction fully gone, the camera clearly shows clumps of fibrous material scattered on the inclined black conveyor belt moving upward toward the machinery, situated near the large white storage tanks."
+        ]
+      }
+    },
+    "original_task_id": "a00581_00452",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00607_01039_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person in brown trousers stands behind a dark, rough tree stump where a vertical piece of light-colored split wood is being shaped, while a hatchet with a curved handle is embedded nearby and a tan dog watches from the right edge.",
+          "The tan dog suddenly moves closer from the right side, its furry snout and ear entering the frame to partially obscure the view of the vertical wood piece and the embedded hatchet handle as the person prepares to strike.",
+          "The dog's tan fur and flank completely fill the foreground, blocking the view of the stump and the wood-splitting action entirely as the animal passes directly in front of the static camera lens.",
+          "As the dog continues moving to the left, its tan fur and hind legs drift out of the frame, gradually revealing the dark stump surface and the wood pieces underneath through the widening gap.",
+          "With the dog fully gone, the scene reveals a cylindrical log lying horizontally on the tree stump next to the upright, pointed wood piece, while the axe remains embedded in the stump nearby."
+        ]
+      }
+    },
+    "original_task_id": "a00607_01039",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00608_00021_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In an industrial kitchen featuring brown tiled flooring and a yellow plastic jerrycan in the background, a large stainless steel mixing bowl sits beneath a heavy yellow mixer arm as a thick stream of white liquid begins pouring into the vessel.",
+          "From the left edge, a worker wearing grey trousers and white sneakers steps into the immediate foreground, their body partially blocking the view of the stainless steel bowl and the pouring action taking place beneath the yellow machinery.",
+          "The worker's grey-clad legs and torso completely dominate the frame, fully obscuring the mixing bowl, the white liquid, and the yellow industrial mixer arm, leaving only the moving fabric of their clothing visible to the static camera.",
+          "As the worker continues walking toward the right, their grey trousers and white shoes slide out of view, gradually revealing the stainless steel bowl and the yellow mixer arm again as the obstruction clears the lens.",
+          "Once the worker has fully exited the frame, the camera clearly shows the large stainless steel mixing bowl containing a high volume of white milk, filling the vessel significantly beneath the stationary yellow mixer arm."
+        ]
+      }
+    },
+    "original_task_id": "a00608_00021",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00629_00640_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "On the expansive white ice sheet marked with faint skate grooves, a hockey player in a black jersey bearing the number 6 skates aggressively toward the left, stick in hand, while opponents in white and red uniforms chase him from the right.",
+          "From the right edge, the lower body of a player in white pants with red stripes skates rapidly into the foreground, their black skates blurring slightly as they begin to block the view of the black-jerseyed player losing his footing.",
+          "The foreground player's white uniform completely fills the screen, with the red stripes on the socks and the hem of the jersey obscuring the entire background action, hiding the player in black as he crashes onto the ice surface.",
+          "As the player in the white uniform skates out toward the left edge, the view opens up to reveal the scratched white ice again, showing the player in black lying prone near the boards after his fall.",
+          "With the foreground player fully out of the frame, the camera clearly reveals the player in the black jersey lying on his back on the ice near the boards, his legs bent and his hockey stick held vertically in the air."
+        ]
+      }
+    },
+    "original_task_id": "a00629_00640",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00637_00239_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A player in a black jersey with the number 7 sprints across the blue trampoline grid, illuminated by bright overhead lights, while vertical banners reading \"NZONE\" and a Pepsi logo are visible on the dark walls where a person in white stands.",
+          "A large red dodgeball enters rapidly from the right edge, growing larger as it flies toward the lens, partially blocking the view of the running player and the blue mats beneath.",
+          "The textured red surface of the dodgeball completely dominates the frame, acting as a solid barrier that entirely blocks the view of the trampoline court, the players, and the blue mats beneath.",
+          "The red ball shifts downward and to the left, gradually exposing the blue trampoline surfaces and the players as the obstruction moves away from the center of the lens, widening the view.",
+          "The red ball has fully exited the frame, clearly revealing a player in a white shirt lying prone on the mat, while two opponents in black shirts crouch and stand nearby with red dodgeballs resting on the blue and black surfaces."
+        ]
+      }
+    },
+    "original_task_id": "a00637_00239",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00648_00373_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A beat-up white pickup truck on the left accelerates across the dirt track towards a damaged SUV, with a crowd of spectators watching from a grassy hill lined with red fencing under an overcast sky.",
+          "A spectator wearing a grey hoodie enters from the left edge of the frame, walking close to the static camera and beginning to block the view of the white truck near the red safety fencing.",
+          "The spectator in the grey hoodie continues walking across the immediate foreground, their torso completely filling the camera view and obscuring the dirt pit and the dusty action taking place just behind them.",
+          "The spectator moves toward the right side of the frame, gradually uncovering the scene as the dusty pit and the grassy hill with spectators become visible again through the widening gap.",
+          "Once the spectator has fully exited the frame, the camera reveals a damaged white truck and a car labeled 'Wilton' resting near the dirt embankment, while a red and white van in the foreground emits thick white smoke."
+        ]
+      }
+    },
+    "original_task_id": "a00648_00373",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00651_00392_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Sunlight glints off the turbulent ocean surface as powerful waves crash forcefully over dark, jagged rocks, churning the deep blue water into thick, swirling white foam that surges continuously across the frame.",
+          "A large seagull with white and grey feathers suddenly swoops down from the top left corner, its blurred wings beginning to obscure the view of the churning white foam and dark rocks below.",
+          "The seagull's body and outstretched wings completely fill the frame, blocking the view of the ocean entirely as its textured white feathers and dark wingtips dominate the scene in sharp focus.",
+          "The large seagull flaps its wings vigorously and flies upward toward the top right, gradually revealing the turbulent seawater and dark rocks underneath as the gap in its movement widens.",
+          "With the bird now gone, the camera clearly shows the aftermath of the surge, where churning white foam and turbulent seawater wash over the dark, submerged rocks, creating a swirling mix of froth and dark water across the surface."
+        ]
+      }
+    },
+    "original_task_id": "a00651_00392",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00651_01301_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Turbulent white foam churns and bubbles vigorously across the surface of dark green water, creating a splashing wake that continuously expands and mixes with the surrounding ripples under bright sunlight.",
+          "A large seagull swoops into the frame from the right side, its white wings spreading wide to partially block the view of the churning foam and dark green water beneath.",
+          "The seagull flies directly across the static lens, its detailed white and grey feathers filling the entire screen and completely obscuring the bubbling water action below.",
+          "The bird continues its trajectory to the left, gradually moving out of the shot and allowing the dark green water and churning foam to reappear through the widening gap.",
+          "With the bird fully gone, the clear view reveals the turbulent white foam spreading across the water's surface, creating a textured, frothy wake that contrasts with the smoother, dark green water nearby."
+        ]
+      }
+    },
+    "original_task_id": "a00651_01301",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00669_00267_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black car tire rests on a brown wooden ramp labeled 'Super Crush' on a gray asphalt road, positioned near a green watermelon half and another showing red flesh, with scattered pulp on the ground.",
+          "A person's legs walk into the frame from the left, moving very close to the lens and beginning to block the view of the black tire and the wooden ramp with the yellow sticker.",
+          "The person's legs fully dominate the foreground, completely hiding the green watermelon rinds and the red pulp, leaving only the blurred texture of the sunlit asphalt and the edge of the ramp visible behind them.",
+          "The person continues walking to the right, their legs moving out of the frame to reveal the silver wheel rim and the tire rolling forward off the brown wooden ramp to crush the fruit.",
+          "With the obstruction gone, the camera clearly shows the tire having rolled completely over the fruit, leaving the red watermelon flesh and green rinds smashed flat against the gray asphalt surface."
+        ]
+      }
+    },
+    "original_task_id": "a00669_00267",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00670_00049_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black bucket swing suspended by metal chains sways back and forth, casting a distinct, oscillating shadow on the bright green rubber playground surface below, which is scattered with small debris and dry leaves.",
+          "A child wearing a bright red jacket runs into the frame from the left edge, their moving body beginning to partially block the view of the swaying swing and the green ground.",
+          "The child runs directly across the immediate foreground close to the lens, completely obscuring the black bucket swing and the green surface, filling the entire frame with the motion blur of their red clothing.",
+          "The child moves rapidly towards the right edge and begins to leave the frame, widening the gap to reveal the textured green surface and the dark swing shadows underneath once more.",
+          "Once the child has fully exited, the camera clearly reveals two empty black bucket swings hanging above the green surface, with one blurring in the foreground and the other steady in the background, both casting sharp shadows."
+        ]
+      }
+    },
+    "original_task_id": "a00670_00049",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00670_00871_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand grips a rough wooden staff on the left, swinging it towards a shiny metal helmet that sits on a yellow foam block atop a vertical wooden post in a green forest.",
+          "A large bird with dark wings enters from the right edge, flying close to the lens and starting to block the view of the swinging staff and the helmet target.",
+          "The bird's body and spread wings completely dominate the frame, hiding the wooden post and the metal helmet entirely as it passes directly in front of the static camera.",
+          "The bird moves towards the left edge, its tail feathers trailing behind, allowing the wooden post and the struck helmet to slowly become visible again through the widening gap.",
+          "The bird has exited the frame completely, revealing the yellow block wedged diagonally inside the metal helmet atop the wooden post, with a length of chainmail hanging down the side."
+        ]
+      }
+    },
+    "original_task_id": "a00670_00871",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00673_00334_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A man wearing a grey t-shirt and camouflage cap aims a large silver handgun with a long barrel at two green watermelons resting on a white folding table in a grassy yard.",
+          "A large leafy branch from a nearby tree sways into the frame from the top right, partially blocking the view of the shooter's hands and the table setup.",
+          "The thick cluster of green leaves completely dominates the foreground, fully obscuring the man and the watermelons from view while the wind rustles the vegetation in front of the lens.",
+          "The swaying branch begins to move back toward the right edge of the frame, slowly revealing the white table and the shooter's position through the thinning gaps in the foliage.",
+          "Once the branch clears the view, the white table is shown covered in pink pulp and shattered green rind fragments where the watermelons used to be, with debris scattered on the grass."
+        ]
+      }
+    },
+    "original_task_id": "a00673_00334",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00676_01135_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A brown-haired doll wearing a white shirt with blue stars sits on a blue rubber swing seat, suspended by rusty metal chains, gently oscillating back and forth over the black safety mat in a playground with grey gravel.",
+          "As the doll continues its rhythmic swinging motion, the legs of a person wearing blue jeans and white sneakers enter the frame from the left side, beginning to obscure the view of the rusty swing chains and the doll's left side.",
+          "The person's body completely fills the foreground, blocking the entire view of the swinging doll and the blue seat, with only the texture of the blue denim fabric and the movement of the walking legs visible against the blurred playground background.",
+          "The person in blue jeans continues walking toward the right edge of the frame, gradually revealing the blue swing seat and the doll's brown hair as the obstruction clears the center of the view, showing the grey gravel ground again.",
+          "The person has fully exited the frame to the right, leaving a clear view of the brown-haired doll sitting upright on the blue swing seat, suspended by metal chains and positioned slightly forward in its arc over the black ground mat."
+        ]
+      }
+    },
+    "original_task_id": "a00676_01135",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00677_00528_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Under bright sunlight, a large green tank forces its way through a brick building, crushing wooden beams and scattering debris near a white box marked \"NEHI\".",
+          "A large sheet of corrugated metal siding, dislodged by the impact, swings violently into the foreground from the left, partially blocking the view of the tank's tracks.",
+          "The bent metal sheet dominates the entire frame, its grey and rusty surface completely hiding the tank and the collapsing structure behind it.",
+          "The metal debris begins to drop out of the bottom of the frame, widening the view to show the tank emerging through the swirling dust.",
+          "The obstruction is gone, revealing the green tank settled in the rubble, obscured by thick dust after crushing through the remaining brick wall and wooden beams."
+        ]
+      }
+    },
+    "original_task_id": "a00677_00528",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00679_00874_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A red toy fire truck with white accents lies overturned in a sandy dirt ditch, tethered by thin ropes to a black off-road jeep and a blue police ATV parked on the ridge near large beige rocks.",
+          "As the thin ropes tighten to pull the vehicle, a large, realistic green leaf blows into the frame from the upper right, partially blocking the view of the blue police ATV and the sandy incline.",
+          "The large green leaf dominates the entire frame, completely obscuring the red truck and the towing operation, showing only the detailed surface of the foliage against the out-of-focus sandy background.",
+          "The large green leaf begins to drift away toward the left side, slowly uncovering the steep sandy wall of the ditch and revealing the red truck as it is pulled closer to an upright position.",
+          "Once the leaf has fully exited, the red fire truck is seen pulled upright, resting tilted backward against the sandy ditch wall, connected by a taut rope to the black jeep and blue ATV above."
+        ]
+      }
+    },
+    "original_task_id": "a00679_00874",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00705_00059_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up view captures a black pan filled with yellow liquid eggs as popcorn kernels begin to fall onto the surface near a wooden spatula.",
+          "A person's arm wearing a dark grey sleeve enters from the left edge, partially obscuring the view of the falling popcorn and the yellow eggs.",
+          "The dark grey sleeve completely fills the frame, blocking the view of the pan, the falling popcorn, and the cooking eggs entirely as the arm moves across the foreground.",
+          "The dark grey sleeve begins to retreat towards the left edge, revealing the black pan and the mixture underneath as the gap widens.",
+          "With the arm fully gone, the camera clearly shows fluffy white popcorn pieces scattered throughout the yellow liquid eggs in the black pan, being stirred by the wooden spoon."
+        ]
+      }
+    },
+    "original_task_id": "a00705_00059",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00743_01705_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a sunlit forest clearing, a player with long hair wearing a red patterned shirt and black cap throws a yellow disc, while a cameraman in blue shorts stands ready on a tripod.",
+          "A large leafy branch sways down heavily from the top right corner, partially blocking the view of the metal basket chains and the player in the red shirt who is mid-throw.",
+          "The dense cluster of green leaves and rough brown bark from the overhanging branch fully covers the frame, obscuring the thrower and the flying yellow disc completely from the camera's perspective.",
+          "The wind shifts and the large branch sways back upward and to the right, slowly revealing the grassy forest floor and the blue pole of the disc golf basket underneath the foliage.",
+          "As the branch clears the view, the yellow disc is seen hovering in mid-air near the top band and chains of the disc golf basket, set against the green forest."
+        ]
+      }
+    },
+    "original_task_id": "a00743_01705",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00744_00415_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Two large, clear balloons filled with multicolored water beads rest on wet, gray concrete near the tread of a black car tire, glistening under natural light as the tire begins to roll forward.",
+          "Just as the tire makes contact, a person wearing dark pants and boots walks into the frame from the left, their legs partially obscuring the view of the balloons and the crushing action.",
+          "The person's lower body completely blocks the camera's view of the ground, filling the frame with dark fabric and wet boots, hiding the bursting balloons entirely from sight.",
+          "The person continues walking to the right, their legs sliding out of the frame to reveal the wet pavement again, offering a glimpse of the scattered debris left behind.",
+          "Once the person has fully exited the frame, the scene clearly shows the aftermath: a mess of scattered colorful water beads and shredded pieces of clear balloon rubber lying on the wet concrete near the tire track."
+        ]
+      }
+    },
+    "original_task_id": "a00744_00415",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00763_00324_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Five green watermelons are lined up on a white plastic folding table outdoors, backed by stacked wooden railroad ties and dense green foliage, when the watermelon on the far right begins to bulge and crack under pressure.",
+          "A large, leafy branch sways into the frame from the upper right, driven by a sudden gust of wind, and begins to obscure the view of the two rightmost watermelons just as the explosion initiates.",
+          "The dense cluster of green leaves and thin twigs completely fills the foreground, effectively blocking the entire white table and the exploding watermelons from view, leaving only the swaying vegetation visible against the blurred forest background.",
+          "The heavy leafy branch sways back towards the right edge of the frame, gradually revealing the white folding table and the messy aftermath of the detonation as the foliage moves out of the line of sight.",
+          "With the branch fully gone, the static shot clearly reveals three intact watermelons on the left side of the table, while the two rightmost positions are covered in a violent spray of red pulp, seeds, and shattered green rind fragments."
+        ]
+      }
+    },
+    "original_task_id": "a00763_00324",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00776_00048_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A doll with tan legs stands on a small pink trampoline with a white mesh center, repeatedly jumping up and down while pink and yellow hula hoops lie on the white marble surface in the background.",
+          "A human hand enters from the left side of the frame, partially obscuring the view of the doll's tan legs and the pink trampoline as it reaches toward the center of the play area.",
+          "The human hand completely covers the center of the frame, hiding the trampoline and the jumping doll entirely from view while the fingers and palm dominate the foreground against the white surface.",
+          "The human hand begins to retract towards the left edge, slowly revealing the white marble surface and the pink trampoline underneath as the fingers move away from the center of the shot.",
+          "The hand has fully exited the frame, revealing the small pink trampoline sitting empty on the white marble surface with the doll gone and the pink and yellow hula hoops remaining stationary in the distance."
+        ]
+      }
+    },
+    "original_task_id": "a00776_00048",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00783_00136_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Two shirtless men stand on a high wooden platform constructed with light-colored lumber, and the man in green shorts begins to run forward to leap, while a tattered black and white flag flutters in the background.",
+          "A large, tattered black and white flag attached to the upper rigging suddenly swings into the foreground from the right side, beginning to obscure the view of the men on the wooden deck.",
+          "The massive, weathered black and white flag completely dominates the frame against the bright sky, fluttering wildly in the wind and entirely blocking the view of the wooden platform where the man was running.",
+          "The heavy, tattered flag begins to swing back toward the right, slowly revealing the reddish-brown painted wooden wall of the structure and the thick ropes hanging down as the scene becomes visible again.",
+          "The flag has fully cleared the frame to the right, revealing a smiling man with wet dark hair submerged up to his shoulders in the murky brown water near the edge of the wooden deck structure."
+        ]
+      }
+    },
+    "original_task_id": "a00783_00136",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00785_00180_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static close-up captures the weathered grey top of an iron anvil with a square hole on the left and a decorative metal scroll attached to the side, as hammering begins on a hot rod.",
+          "A heavy, dark brown leather apron swings into the frame from the right edge, partially blocking the view of the anvil's flat top and the glowing workpiece as the smith moves closer.",
+          "The thick, textured leather of the apron completely fills the frame, entirely obscuring the anvil and the metalworking process as the smith stands directly in front of the lens.",
+          "The dark leather material begins to shift away to the right, slowly uncovering the metallic surface of the anvil and allowing the workshop lighting to illuminate the workspace again.",
+          "The apron has fully exited the frame, revealing the final result: a glowing orange metal rod resting on the anvil, flattened into a tapered, leaf-like shape surrounded by blue scale flakes."
+        ]
+      }
+    },
+    "original_task_id": "a00785_00180",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00786_00064_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A player's hand in a black glove holds a cue stick aimed at the white cue ball on the vibrant blue felt, surrounded by black rails with white diamond markers and scattered colored balls.",
+          "A person wearing a dark grey shirt walks into the frame from the bottom, their torso rising to partially block the view of the player's arm and the cue ball.",
+          "The person in the dark grey shirt stands directly beneath the camera lens, their back completely obscuring the pool table and hiding the collision between the cue ball and the black eight-ball.",
+          "The person in the dark grey shirt moves away to the right side, slowly uncovering the blue felt and revealing the aftermath of the shot as the obstruction clears.",
+          "The black eight-ball is now pocketed in the top-left corner, the red ball rests near the right cushion, and the white cue ball sits near the bottom-left rail, while the other colored balls remain scattered on the blue felt."
+        ]
+      }
+    },
+    "original_task_id": "a00786_00064",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00786_01466_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "From a static overhead perspective, a player in a light blue shirt extends a pool cue towards the white cue ball on the vibrant blue felt, aiming at the tightly racked triangle of multi-colored balls on the left.",
+          "A person wearing a black jacket walks into the frame from the bottom right edge, their body moving closer to the lens and beginning to block the view of the player's aiming arm.",
+          "The person in the black jacket dominates the entire frame, their dark fabric completely hiding the pool table, the player, and the balls, preventing any view of the break shot taking place.",
+          "The person in the black jacket moves out of the way to the left, revealing the blue felt surface where the balls have clearly been struck and are beginning to settle.",
+          "The camera now clearly shows the scattered colorful billiard balls lying across the blue pool table felt, with the white cue ball resting near the bottom center after the break shot."
+        ]
+      }
+    },
+    "original_task_id": "a00786_01466",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00786_02269_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Under the bright arena spotlights, a bowler in a white and blue Weber Cup jersey releases a black ball that begins to roll rapidly down the polished wooden lane, with spectators visible in the dark blue background.",
+          "A fellow competitor wearing a bright yellow jersey enters the frame from the right edge, walking closely past the camera lens and beginning to obscure the view of the bowler's follow-through and the rolling ball.",
+          "The bright yellow fabric of the passing player's jersey completely fills the foreground, blocking the entire view of the lane and the bowling action as they walk directly in front of the static camera position.",
+          "The player in the yellow jersey continues walking toward the left edge of the frame, slowly revealing the lane again as the gap between their body and the frame edge widens to show the pins.",
+          "Once the passerby has fully exited the frame, the camera reveals the aftermath on the lane where most pins are scattered in the pit, leaving only a single white pin with red stripes standing upright on the far right."
+        ]
+      }
+    },
+    "original_task_id": "a00786_02269",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00787_00007_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blue balloon drops onto the worn wooden floorboards, which are marked by patches of peeling white paint and illuminated by soft light reflecting off the left side, and it begins to bounce rhythmically.",
+          "From the right edge, the dark hem of a long coat and a pair of boots enter the scene, slowly creeping forward to partially obscure the bouncing blue balloon on the distressed surface.",
+          "The heavy fabric of the coat and the walker's legs completely fill the frame, effectively hiding the floor and the blue balloon from view as the dark shapes move directly across the foreground.",
+          "The dark coat and boots begin to slide towards the left edge, gradually revealing the pale, weathered wood underneath as the obstruction moves away and the floor becomes visible once more.",
+          "Once the walker has fully left the frame, the view clearly shows the blue balloon resting on the worn wooden floorboards, having finished bouncing and come to a complete stop near the peeling paint."
+        ]
+      }
+    },
+    "original_task_id": "a00787_00007",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00787_00493_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "On a grey concrete patio bordered by a white brick wall and a dark wooden gate, a person in black trousers and white sneakers begins juggling a colorful patterned soccer ball, tapping it rhythmically with their feet.",
+          "Suddenly, a large leafy branch from the potted rosemary bush on the right enters the frame from the edge, blown by a strong gust of wind, and begins partially obscuring the view of the person's legs and the ball.",
+          "The dense green foliage of the swaying branch completely occupies the camera frame, blocking out the white brick wall and the person entirely, leaving only the texture of the rosemary needles visible against the blurred background.",
+          "As the gust of wind subsides, the large branch slowly retreats back towards the right edge of the frame, gradually revealing the grey concrete ground and the person's black trousers once more.",
+          "With the foliage fully returned to the black planter, the camera clearly shows the person balancing on their left leg with their right foot extended forward, while the patterned soccer ball hangs suspended in mid-air above the concrete."
+        ]
+      }
+    },
+    "original_task_id": "a00787_00493",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00814_00048_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A thick, curved piece of light-colored lumber is being carefully guided into a vertical bandsaw blade, closely following a blue marker line as fine sawdust piles up on the black metal table.",
+          "A large, flat sheet of plywood carried by a worker enters from the left side of the frame, beginning to obscure the view of the bandsaw blade and the curved lumber.",
+          "The large sheet of plywood completely dominates the foreground, fully blocking the view of the active bandsaw, the curved beam being cut, and the accumulating sawdust on the table below.",
+          "The large sheet of plywood begins to slide out of the frame to the right, gradually revealing the black work surface and the bandsaw setup underneath once again.",
+          "With the obstruction gone, the camera reveals the final state where the curved wooden beam stands vertically against the blade, having been sliced along the blue guideline with a thin strip nearly separated amidst scattered sawdust."
+        ]
+      }
+    },
+    "original_task_id": "a00814_00048",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00815_00446_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skateboarder in a white t-shirt grinds along a horizontal metal railing in an urban plaza, with a black SUV and a blue parking sign visible in the background under bright daylight.",
+          "A large white delivery van enters the frame from the left side, its side panel sliding across the foreground and beginning to block the view of the skater performing the trick.",
+          "The white delivery van completely fills the frame, fully obscuring the skater and the railing, leaving only the vehicle's white exterior and windows visible in the static shot.",
+          "The rear of the white delivery van moves toward the right edge, gradually revealing the concrete ground and the metal railing again as the vehicle exits the scene.",
+          "The view is clear again to show the skateboarder lying on the paved ground propping himself up with his hands, while his skateboard rests upside down with wheels facing up near the base of a tree."
+        ]
+      }
+    },
+    "original_task_id": "a00815_00446",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00815_00919_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Under bright sunlight, a skateboarder with long hair in a grey shirt and jeans rides across the smooth concrete pavement toward a silver metal handrail situated near large blue double doors.",
+          "As the skateboarder crouches to jump onto the rail, a person wearing a dark jacket enters the frame from the right edge, walking leftward very close to the camera lens and beginning to obscure the view of the skater.",
+          "The person in the dark jacket continues walking across the foreground, completely filling the frame and blocking the view of the skateboarder, the metal rail, and the blue doors behind them, leaving only the passerby's clothing visible.",
+          "The person in the dark jacket moves toward the left edge of the frame, gradually revealing the concrete ground and the metal rail again as the gap widens, showing glimpses of the ground where the action occurred.",
+          "Once the passerby has fully exited the frame to the left, the camera reveals the skateboarder lying on his stomach on the concrete pavement, propping himself up with his hands, with his skateboard resting on its wheels nearby to his left."
+        ]
+      }
+    },
+    "original_task_id": "a00815_00919",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_00187_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In the pitch-black night, a small dark cube sits on the reddish ground, suddenly erupting with a fountain of bright white sparks that shoot upward toward a glowing red flare while smoke begins to billow around the base.",
+          "A person wearing dark clothing walks into the frame from the right foreground, their silhouette beginning to obscure the lower portion of the sparking firework and the illuminated reddish ground as they pass close to the lens.",
+          "The person continues walking across the foreground, their body completely filling the frame and blocking the view of the firework, leaving only the faint ambient red glow visible behind them in the darkness.",
+          "As the person moves toward the left edge of the frame, their figure slides away to reveal the firework box again, which is still active with sparks trailing downward and smoke drifting in the night air.",
+          "The person has fully exited the frame to the left, revealing the small dark firework box standing upright on the reddish ground, now emitting a steady fountain of bright white sparks and grey smoke into the darkness."
+        ]
+      }
+    },
+    "original_task_id": "a00843_00187",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_00455_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blue cylindrical firework rests on a carpet of dry brown leaves in the dark, vigorously shooting a fountain of bright white sparks and smoke straight up that casts a harsh glare on the surroundings.",
+          "A sudden gust of wind sweeps a dense cluster of dry leaves from the left edge, partially obscuring the view of the glowing firework and the scattered debris on the ground.",
+          "The swirling mass of brown leaves completely covers the camera view, blocking the sight of the blue canister and the sparks as the wind-driven foliage dominates the entire frame with textured organic shapes.",
+          "The thick cluster of leaves begins to drift away toward the right side, slowly opening up a gap that reveals the blue cylinder and the ongoing pyrotechnic display underneath.",
+          "The wind-blown leaves have fully cleared the view, showing the blue cylindrical canister remaining upright on the leaf-strewn ground while emitting a continuous vertical stream of bright golden sparks and grey smoke into the night."
+        ]
+      }
+    },
+    "original_task_id": "a00843_00455",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_00563_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In the pitch-black night, a small rectangular firework box sits on the sandy dirt ground, suddenly igniting into a violent fountain of blinding white light and scattered orange sparks that illuminate the immediate area.",
+          "As the pyrotechnic display intensifies with shooting sparks, the dark silhouette of a person walking casually enters the frame from the left side, their body beginning to obscure the lower portion of the bright explosion.",
+          "The walking figure moves directly in front of the lens, their dark clothing and torso completely filling the view and hiding the erupting firework behind a solid wall of shadow, leaving only the edges of the scene visible.",
+          "The person continues their path toward the right edge of the frame, their silhouette sliding away to reveal the chaotic shower of sparks and thick smoke billowing from the ground once again.",
+          "With the obstruction fully gone, the camera captures the small rectangular object sitting on the dirt, continuously erupting in a bright, chaotic shower of orange sparks and thick smoke that scatter outward into the darkness."
+        ]
+      }
+    },
+    "original_task_id": "a00843_00563",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_00857_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In the pitch-black night, a red pot-shaped firework on the ground erupts, violently shooting a chaotic stream of bright white and gold sparks upwards while billowing grey smoke and green flashes fill the air.",
+          "As the sparks fly, a dark silhouette of a person enters from the left edge, their torso and legs moving across the foreground to partially block the view of the glowing fountain.",
+          "The person's dark form completely covers the center of the frame, hiding the firework entirely, with only the bright edges of the sparks visible around their silhouette as they pass close to the lens.",
+          "The figure continues walking toward the right edge, slowly revealing the scene again as the gap widens to show the lingering grey smoke and the ground where the red pot and scattered orange objects sit.",
+          "Once the person has fully exited the frame, the view is clear again, showing the red pot-shaped firework sitting on the ground emitting sparks, with smoke rising and small orange items lying nearby on the dark surface."
+        ]
+      }
+    },
+    "original_task_id": "a00843_00857",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_00945_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a dark outdoor setting with textured reddish-brown ground, a small box sits centrally, erupting with a brilliant vertical fountain of white sparks and smoke that brightly illuminates the immediate area against the night sky.",
+          "A dark silhouette of a person walks into the frame from the left side, their body moving close to the camera lens and beginning to obscure the lower portion of the sparkling firework display.",
+          "The person continues walking across the immediate foreground, their dark clothing and body completely filling the frame and blocking the view of the bright sparks and the firework box entirely from sight.",
+          "As the person moves toward the right edge of the frame, their figure shifts away, revealing the glowing light and the continuing stream of sparks from the firework box emerging from behind them.",
+          "With the person fully out of the frame, the camera clearly shows the small firework box on the reddish ground, still actively shooting a fountain of bright sparks and smoke into the night air."
+        ]
+      }
+    },
+    "original_task_id": "a00843_00945",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_01092_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Bright white sparks continuously erupt and fountain outward from box-shaped fireworks placed on the dark pavement, creating a chaotic spray of light while thick grey smoke billows upwards into the black night air.",
+          "A person wearing dark clothing enters from the right edge of the frame, their silhouette moving slowly inward to partially obscure the bright, spraying sparks and the rising plume of smoke near the ground.",
+          "The person's back completely fills the center of the frame, blocking the view of the erupting fireworks entirely, leaving only the faint peripheral glow of sparks visible around the edges of their dark jacket.",
+          "The individual continues walking steadily toward the left side of the screen, gradually revealing the chaotic fountain of white sparks and the billowing smoke cloud that was previously hidden behind their body.",
+          "With the person now fully out of the frame to the left, the camera clearly shows two rectangular firework boxes sitting on the pavement, continuously erupting with bright white sparks and billowing grey smoke that fills the dark night air."
+        ]
+      }
+    },
+    "original_task_id": "a00843_01092",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00872_01459_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Under bright outdoor sunlight, a tall gray concrete block stands vertically against a large plywood sheet, while high-velocity impacts suddenly strike its surface, causing violent shattering and launching dust.",
+          "A large, leafy tree branch sways into the frame from the left, its dark green foliage beginning to overlap and partially hide the shattering concrete block and the sunlit plywood background.",
+          "The dense cluster of leaves and branches completely covers the central view, obscuring the standing block and the explosion of debris, dominating the frame with organic textures and dappled shadows.",
+          "The heavy branch begins to sway out of the frame to the right, slowly opening a gap that reveals the settling dust and the damaged top of the concrete structure.",
+          "As the foliage clears the frame entirely, the final scene is revealed: the standing concrete block features a jagged, shattered top edge, surrounded by settling dust clouds and scattered concrete debris fragments across the table surface."
+        ]
+      }
+    },
+    "original_task_id": "a00872_01459",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00903_00032_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A young man wearing a purple beanie and black sweatshirt rides a BMX bike with teal tires along an asphalt road, approaching a low metal rail situated near a red brick building and a green utility box.",
+          "A large white delivery truck enters the frame from the left, its massive side panel sliding across the foreground and beginning to block the view of the rider and the green utility box behind him.",
+          "The side of the white truck completely fills the camera view, blocking out the red brick building and the rider entirely, leaving only the flat, white surface of the vehicle visible in the frame.",
+          "The white truck continues moving to the right, slowly revealing the street scene and the grassy area again as the rear of the vehicle passes, exposing the sidewalk where the action took place.",
+          "Once the truck has fully exited the frame to the right, the rider is seen sitting on the concrete curb beside the road clutching his leg, while his light blue bicycle leans against the metal railing nearby."
+        ]
+      }
+    },
+    "original_task_id": "a00903_00032",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00903_00080_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "The video opens on a static shot of a building exterior with grey horizontal siding and large windows framed in white. A person wearing a black shirt and white pants stands on a raised beige stone ledge, while a black tripod stands on the ground to the left.",
+          "A blurry figure enters from the bottom right corner, moving leftward extremely close to the lens. This person, whose dark hair and shoulder are visible, begins to obscure the view of the beige stone ledge and the rider standing near the window.",
+          "The passerby completely dominates the foreground, blocking the entire view of the building and the ledge with their out-of-focus back and dark clothing. The grey siding and the glass windows are no longer visible as the obstruction fills the frame.",
+          "The person continues their path to the left, slowly moving out of the frame and revealing the background again. As the dark obstruction clears, the beige stone ledge and the grey wall of the building come back into view.",
+          "With the obstruction gone, the camera clearly shows the pavement below the ledge where the action has concluded. A person lies on the concrete clutching their leg, while a bicycle lies on its side nearby, indicating a hard crash."
+        ]
+      }
+    },
+    "original_task_id": "a00903_00080",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00909_00861_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A female pitcher in a white t-shirt and maroon pants throws a yellow softball, while a fielder in a black tracksuit begins diving across the reddish-brown dirt near the green fence padding.",
+          "A person in a grey jacket enters from the left foreground, walking close to the static camera and partially blocking the view of the fielder diving on the dirt near the chain-link fence.",
+          "The person in the grey jacket continues walking across the lens, completely obscuring the diving fielder and filling the frame with their fabric, temporarily hiding the chain-link fence and green wall padding behind the action.",
+          "The person in the grey jacket moves toward the right edge of the frame, gradually revealing the reddish-brown dirt infield and the green padded wall as the view of the play clears up through the widening gap.",
+          "The person in the grey jacket has fully exited the frame, clearly showing a young man in a red cap and black hoodie lying on his back on the dirt, laughing while clutching a baseball glove to his chest."
+        ]
+      }
+    },
+    "original_task_id": "a00909_00861",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00923_00451_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blacksmith in a dirty quilted jacket and blue jeans stands at an anvil, using a white-gloved hand to hold tongs on a glowing red metal piece while a long metal bar presses against it to bend the arms.",
+          "A large, dark, soot-stained leather apron swings into the frame from the left edge, partially obscuring the blacksmith's blue jeans and the lower section of the anvil where the heated workpiece rests.",
+          "The dark, wrinkled texture of the heavy soot-stained leather apron completely dominates the foreground, entirely blocking the view of the glowing red metal, the silver tongs, and the blacksmith's manipulating hands.",
+          "The heavy dark apron begins to move away to the right side, slowly revealing the gray anvil surface and the blacksmith's legs as the workspace becomes visible through the widening gap.",
+          "With the obstruction fully gone, the camera clearly shows the red-hot metal piece now bent into a forked shape with two curved prongs extending outward, held securely by tongs over the anvil."
+        ]
+      }
+    },
+    "original_task_id": "a00923_00451",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  }
+]
\ No newline at end of file
diff --git a/MBench-V-new/_original_json/spatial_object.json b/MBench-V-new/_original_json/spatial_object.json
new file mode 100644
index 0000000000000000000000000000000000000000..989c875b3bb6a466260581911a771c99193d2f18
--- /dev/null
+++ b/MBench-V-new/_original_json/spatial_object.json
@@ -0,0 +1,28421 @@
+[
+  {
+    "task_id": "mem_dl3dv_40ad4e9eb1e46501d03cdcbbe29dabbef4b908b2f5ea97f347664a6246cc1c18",
+    "instance_id": "mem_dl3dv_40ad4e9eb1e46501d03cdcbbe29dabbef4b908b2f5ea97f347664a6246cc1c18",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_40ad4e9eb1e46501d03cdcbbe29dabbef4b908b2f5ea97f347664a6246cc1c18.mp4",
+      "total_frames": 404,
+      "fps": 15.0,
+      "duration_sec": 26.93,
+      "reference_image_path": "inference_img/mem_dl3dv_40ad4e9eb1e46501d03cdcbbe29dabbef4b908b2f5ea97f347664a6246cc1c18_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, slow-rotating shot of a cozy living room centered on a black office chair with a decorative patterned pillow resting on its back. The carpeted floor is light beige and covers the entire room. A yellow leather sofa wraps around the space, adorned with a patterned throw blanket and matching pillows. On the wall behind the sofa, multiple framed pictures are mounted in an artistic arrangement. To the left, a large flat-screen TV displays a vibrant cityscape, mounted on a sleek black TV stand; the lower portion of this stand is visible with a white circular object (possibly a speaker or decor) placed beside it. A tall floor lamp stands near the sofa, casting soft ambient light. As the camera rotates clockwise, a red gaming chair appears briefly in the background near the TV area. The central black office chair remains the focal point throughout, with its mesh back, armrests, and five-point caster base clearly visible. The camera continues to circle, capturing different angles: from the front showing the full view of the chair with pillow, to low-angle shots emphasizing the base of the office chair with casters, then tilting up to reveal the intricate floral patterns on the pillow and the surrounding environment. The movement is smooth and deliberate, ensuring all mandatory landmarks — including the wall-mounted framed pictures, the TV on black stand, the floor lamp near sofa, the patterned throw blanket on sofa, the red gaming chair, and the base of the office chair with casters — are captured in context. Finally, the camera completes its rotation and ends with a slightly elevated frontal view of the chair, reinforcing the symmetry and layout of the room."
+        ],
+        "level_2": [
+          "The video begins with a wide, rotating shot of a well-lit living room centered on a black office chair draped with a decorative patterned pillow. The carpeted floor is beige and extends across the entire space. In the background, a curved yellow leather sofa is visible, covered partially by a patterned throw blanket and accented with coordinating pillows. Above the sofa, multiple framed pictures hang on the wall in a curated display. To the left, a large TV on a black stand shows a dynamic cityscape; the lower portion of the TV stand is visible, with a white circular object resting beside it. A tall floor lamp stands near the sofa, contributing to the ambient lighting. The camera slowly rotates clockwise, keeping the central black office chair as the main subject while revealing glimpses of a red gaming chair positioned near the TV area. The full view of the chair with pillow is maintained as the camera circles, establishing spatial relationships between furniture and décor.",
+          "Continuing from the initial rotation, the camera moves closer to the black office chair, focusing on its ergonomic design — mesh back, padded armrests, and adjustable height lever. The patterned pillow features colorful floral motifs and rests securely against the chair’s backrest. The camera pans downward to highlight the base of the office chair with its five black casters rolling smoothly over the carpeted floor. As the rotation proceeds, the yellow leather sofa reappears, now viewed from the side, emphasizing the throw blanket’s leafy pattern and the plushness of the cushions. The wall-mounted framed pictures remain visible in the background, adding texture and personality to the space. The TV continues to display the cityscape, and the black TV stand anchors the entertainment zone. The red gaming chair is briefly seen again, contrasting with the more formal office chair. The camera maintains a steady, fluid motion, ensuring each element remains visually connected and coherent.",
+          "Finally, the camera completes its 360-degree rotation, returning to a frontal perspective of the central black office chair with the patterned pillow. It then tilts down for a close-up of the chair’s base and casters, before rising again to capture the full view of the chair and its surroundings. The yellow leather sofa, patterned throw blanket, wall-mounted framed pictures, and floor lamp near the sofa are all reintegrated into the frame, reinforcing the room’s cohesive aesthetic. The TV on the black stand continues to show the cityscape, and the lower portion of the stand remains visible with the white circular object still in place. The red gaming chair makes one last appearance in the background, subtly balancing the room’s functional zones. The video ends with a slight upward tilt, framing the chair’s backrest and pillow against the backdrop of the living room, leaving a lasting impression of comfort, style, and thoughtful arrangement."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a wide-angle shot of a living room centered on a black office chair with a patterned pillow. The beige carpet covers the floor. Behind the chair, a yellow leather sofa is visible with a patterned throw blanket and matching pillows. Wall-mounted framed pictures decorate the wall above the sofa. To the left, a TV on a black stand displays a cityscape; the lower portion of the stand and a white circular object beside it are visible. A floor lamp stands near the sofa. The camera begins a slow clockwise rotation, maintaining focus on the central chair.",
+          "20-40%: As the rotation continues, the camera reveals more of the yellow leather sofa and the leafy design of the throw blanket. The red gaming chair becomes visible in the background near the TV area. The camera angle shifts slightly lower, offering a clearer view of the base of the office chair with its five black casters on the carpet. The patterned pillow’s vibrant floral motifs remain prominent. The wall-mounted framed pictures and TV displaying the cityscape stay in context as the smooth clockwise motion proceeds.",
+          "40-60%: The camera now views the scene from the side, capturing the full black office chair with the pillow, the curved yellow leather sofa with plush cushions and throw blanket, and the warm glow of the floor lamp. The TV on the black stand remains anchored in the entertainment zone. The camera tilts downward to focus on the chair’s base and casters rolling over the carpet, with the mesh back and armrests visible above. The red gaming chair is briefly prominent before the rotation continues steadily.",
+          "60-80%: The camera rises again, framing the upper portion of the black office chair and highlighting the detailed floral patterns on the pillow. The TV on the black stand, still showing the cityscape, reappears to the left, along with the lower portion of the stand and the white circular object. The red gaming chair reenters the background momentarily. The rotation brings the camera back toward the front of the room, capturing the central chair from a slightly elevated angle, with the yellow sofa, throw blanket, framed pictures, and floor lamp all reintegrated into the composition.",
+          "80-100%: Finally, the camera completes its rotation, ending with a frontal view of the black office chair with the patterned pillow. It tilts down briefly to emphasize the base and casters, then rises to frame the chair’s backrest against the backdrop of the living room. All key elements—the yellow leather sofa, patterned throw blanket, wall-mounted framed pictures, floor lamp, TV on black stand with white circular object, and red gaming chair—are integrated into the final shot, creating a harmonious and complete visual summary of the space."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a wide-angle shot of a living room centered on a black office chair with a patterned pillow. The carpeted floor is beige. Behind the chair, a yellow leather sofa is visible with a patterned throw blanket. Wall-mounted framed pictures decorate the wall above the sofa. To the left, a TV on a black stand displays a cityscape. A floor lamp stands near the sofa. The camera begins a slow clockwise rotation.",
+          "Part 2/8: Continuing the rotation, the camera reveals more of the yellow leather sofa and the throw blanket’s leafy design. The TV on the black stand remains in view, showing the cityscape. The lower portion of the TV stand is visible, including a white circular object beside it. The black office chair with the patterned pillow stays centered as the camera moves, maintaining focus on its structure and position.",
+          "Part 3/8: The camera angle shifts slightly lower, offering a clearer view of the base of the office chair with its five black casters on the carpeted floor. The red gaming chair becomes visible in the background near the TV area. The wall-mounted framed pictures are still present above the sofa. The patterned pillow on the office chair features vibrant floral designs. The camera continues its smooth clockwise motion.",
+          "Part 4/8: Now viewing the scene from the side, the camera captures the full view of the black office chair with the pillow. The yellow leather sofa curves into the frame, displaying its plush cushions and throw blanket. The floor lamp near the sofa casts a warm glow. The TV continues to display the cityscape, anchored by the black TV stand. The red gaming chair is momentarily prominent before the camera rotates further.",
+          "Part 5/8: The camera tilts downward, focusing on the base of the office chair and its casters rolling over the beige carpet. The black mesh back and armrests of the chair are visible above. The patterned pillow remains securely in place. The yellow leather sofa and wall-mounted framed pictures are still in the background, though partially obscured by the chair’s structure. The rotation continues steadily.",
+          "Part 6/8: As the camera rises again, it frames the upper portion of the black office chair, highlighting the detailed floral patterns on the pillow. The TV on the black stand is visible to the left, still displaying the cityscape. The lower portion of the TV stand and the white circular object beside it come into view once more. The red gaming chair reappears briefly in the background. The camera maintains its clockwise path.",
+          "Part 7/8: The rotation brings the camera back toward the front of the room, capturing the central black office chair from a slightly elevated angle. The yellow leather sofa, patterned throw blanket, and wall-mounted framed pictures are all visible again. The floor lamp near the sofa adds depth to the composition. The TV continues to play the cityscape, and the black TV stand grounds the visual field. The camera movement remains fluid and continuous.",
+          "Part 8/8: Finally, the camera completes its rotation, ending with a frontal view of the black office chair with the patterned pillow. It tilts down briefly to emphasize the base and casters, then rises to frame the chair’s backrest against the backdrop of the living room. The yellow leather sofa, throw blanket, framed pictures, floor lamp, TV on black stand, and red gaming chair are all integrated into the final shot, creating a harmonious and complete visual summary of the space."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the yellow leather sofa visible to the right of the black office chair when the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "ad76315256f4d73709990b57358ae68fdfac7612a352a0f2463e0827be196e91_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "After tilting down to the chair’s base, does the camera return to show the full chair with the decorative pillow?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "ad76315256f4d73709990b57358ae68fdfac7612a352a0f2463e0827be196e91_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "As the camera moves around the room, is the floor lamp consistently visible near the yellow sofa?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "ad76315256f4d73709990b57358ae68fdfac7612a352a0f2463e0827be196e91_2_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the black office chair remain the same object throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:56:48.740194"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "Which object remains the focal point throughout the entire video?",
+          "options": [
+            "A. Yellow leather sofa",
+            "B. Red gaming chair",
+            "C. Black office chair",
+            "D. TV on black stand"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:56:48.740232"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Is the five-point caster base of the office chair visible and consistent in multiple segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:56:48.740244"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "What part of the chair is emphasized in the downward tilt shot?",
+          "options": [
+            "A. Mesh back",
+            "B. Armrests",
+            "C. Base and casters",
+            "D. Pillow design"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:56:48.740251"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are the floral patterns on the pillow described consistently across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:56:48.740258"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the video end with a frontal view of the office chair similar to the opening shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:56:48.740266"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the camera tilt down and then rise again during the rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:56:48.740274"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which background element is visible in both Segment 1 and Segment 7?",
+          "options": [
+            "A. Red gaming chair",
+            "B. Floor lamp near sofa",
+            "C. White circular object",
+            "D. Patterned throw blanket"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:56:48.740283"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_40ad4e9eb1e46501d03cdcbbe29dabbef4b908b2f5ea97f347664a6246cc1c18"
+  },
+  {
+    "task_id": "mem_dl3dv_873c89398b526c56b09d5bc6ca701a2ed2d7a3785f2fd546f30ee4adcc5c4c2f",
+    "instance_id": "mem_dl3dv_873c89398b526c56b09d5bc6ca701a2ed2d7a3785f2fd546f30ee4adcc5c4c2f",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_873c89398b526c56b09d5bc6ca701a2ed2d7a3785f2fd546f30ee4adcc5c4c2f.mp4",
+      "total_frames": 383,
+      "fps": 15.0,
+      "duration_sec": 25.53,
+      "reference_image_path": "inference_img/mem_dl3dv_873c89398b526c56b09d5bc6ca701a2ed2d7a3785f2fd546f30ee4adcc5c4c2f_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of a brightly lit furniture showroom featuring multiple bedroom sets. The camera slowly pans right, revealing a central white dresser with an arched mirror on top, flanked by two matching white table lamps with textured bases and white drum shades. Reflected beds and lamps are visible in the mirror’s surface, including a bed with a tufted headboard and blue painted walls in the background. Overhead fluorescent lighting illuminates the entire space, casting soft shadows. As the camera moves closer to the dresser, it circles around its right side, highlighting ornate drawer pulls and paneling details. Continuing from this angle, the camera tilts upward to focus on the lamps and mirror frame, then pans left to reveal another white dresser with identical lamps and mirror setup. In the reflection, a bed with a tufted headboard and blue wall is again visible. The camera then pulls back slightly and tracks leftward, showing the full length of the aisle with multiple beds and dressers arranged symmetrically under the same overhead fluorescent lighting. Finally, the camera zooms in again on the original dresser, focusing on the texture of the lamp bases and the mirrored reflections before pulling out to a medium shot that captures the entire display ensemble, including the blue painted walls in the background and reflected beds and lamps."
+        ],
+        "level_2": [
+          "The video opens with a wide shot of a well-lit furniture store displaying multiple bedroom sets. The camera pans right to focus on a white dresser with an arched mirror and two white table lamps on top. Reflected beds and lamps appear clearly in the mirror, including a bed with a tufted headboard and blue painted walls behind it. Overhead fluorescent lighting evenly illuminates the scene as the camera begins circling the dresser’s right side, emphasizing its ornate handles and paneling.",
+          "Continuing from the previous segment, the camera tilts up to highlight the lamp bases and mirror frame, then pans left to show a second identical white dresser with two lamps and a mirror. Reflections in this mirror also reveal a bed with a tufted headboard and blue painted walls. The camera then pulls back slightly and begins tracking left along the aisle, revealing more beds and dressers under consistent overhead fluorescent lighting, maintaining visual continuity with the first segment.",
+          "Finally, the camera zooms back in on the original white dresser, focusing on the textured lamp bases and mirrored reflections of surrounding beds and lamps. It then pulls out to a medium shot that encompasses the entire display area, including the blue painted walls in the background, the symmetrical arrangement of bedroom sets, and the bright overhead fluorescent lighting, concluding the full sequence with a comprehensive view of the showroom."
+        ],
+        "level_3": [
+          "0-20%: The video starts with a wide-angle shot of a brightly lit furniture showroom under overhead fluorescent lighting, featuring multiple bedroom sets arranged along aisles. The camera begins panning right toward a central white dresser with an arched mirror and two white table lamps on top; reflected beds and lamps—including a bed with a tufted headboard and blue painted walls—are visible in the mirror’s surface.",
+          "20-40%: The camera continues its slow pan right, fully framing the white dresser with mirror and lamps, then begins a gentle circular movement around its right side. As it circles, the ornate drawer pulls, paneling details, and textured lamp bases become more visible. The camera tilts upward slightly to emphasize the curvature of the mirror frame and lamp bases, while reflections of the tufted headboard bed and blue walls remain consistently visible in the mirror.",
+          "40-60%: After completing the circle around the first dresser, the camera pans left to reveal a second identical white dresser with two matching lamps and an arched mirror. Reflections in this mirror again show the bed with a tufted headboard and blue painted walls, reinforcing symmetry. The camera holds this composition briefly before pulling back slightly and beginning a leftward track along the main aisle, revealing additional coordinated bedroom sets under consistent overhead fluorescent lighting.",
+          "60-80%: Continuing its leftward tracking, the camera reveals the full length of the showroom aisle, showing multiple beds with tufted headboards positioned against blue painted walls, and evenly spaced white dressers with mirrors and lamps. Their reflections capture surrounding displays, and the uniform overhead fluorescent lighting ensures clarity and brightness across all surfaces. The camera then slows and begins zooming back in on the original white dresser, focusing on the textured lamp bases and the sharp clarity of the mirror’s reflection—again showing the tufted bed and blue walls.",
+          "80-100%: The camera pulls out to a medium shot encompassing the original dresser, its arched mirror, and both lamps. The reflection still includes the bed with the tufted headboard and blue painted walls. The broader showroom context is now fully visible: symmetrical arrangements of bedroom sets, multiple beds, consistent overhead fluorescent lighting, and blue painted walls in the background, concluding the video with a balanced, comprehensive view of the entire display ensemble."
+        ],
+        "level_4": [
+          "The video starts with a wide-angle shot of a furniture showroom under bright overhead fluorescent lighting. Multiple beds and dressers are arranged along aisles. The camera begins panning right toward a central white dresser with an arched mirror and two white table lamps. Reflected beds and lamps are visible in the mirror, including a bed with a tufted headboard and blue painted walls in the background.",
+          "The camera continues its slow pan right, now fully framing the white dresser with mirror and lamps. The reflection shows more detail: the tufted headboard bed, blue painted walls, and additional lamps. The dresser’s ornate drawer pulls and paneling become more visible as the camera begins a gentle circular movement around its right side.",
+          "As the camera circles the right side of the white dresser, it tilts slightly upward to emphasize the texture of the lamp bases and the curvature of the mirror frame. The reflected beds and lamps remain visible, reinforcing the depth of the showroom. Blue painted walls continue to appear in the mirror’s reflection, and overhead fluorescent lighting casts even illumination across all surfaces.",
+          "The camera completes its circle around the dresser and begins panning left, revealing a second identical white dresser with two lamps and a mirror. The reflection in this mirror again includes a bed with a tufted headboard and blue painted walls. The camera holds this composition briefly, showcasing symmetry between the two displays under the same overhead fluorescent lighting.",
+          "The camera pulls back slightly from the second dresser and begins tracking left along the main aisle. More bedroom sets come into view, including beds with tufted headboards and matching dressers. The blue painted walls line the back of the showroom, and overhead fluorescent lighting remains consistent, illuminating the entire space uniformly.",
+          "Continuing its leftward track, the camera reveals the full length of the showroom aisle, showing multiple coordinated bedroom sets. Beds with tufted headboards are positioned against blue painted walls. White dressers with mirrors and lamps are spaced evenly, their reflections capturing the surrounding environment. Overhead fluorescent lighting ensures clarity and brightness throughout.",
+          "The camera slows its movement and begins zooming back in on the original white dresser with mirror and lamps. Focus shifts to the textured bases of the lamps and the clarity of the mirror’s reflection, which once again shows the bed with a tufted headboard and blue painted walls. The overhead fluorescent lighting highlights every detail without creating glare.",
+          "Finally, the camera pulls out to a medium shot encompassing the original dresser, its mirror, and both lamps. The reflection still includes the bed with the tufted headboard and blue painted walls. The broader context of the showroom is visible — symmetrical arrangements, multiple beds, and consistent overhead fluorescent lighting — concluding the video with a balanced, comprehensive view of the entire display."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Does the mirror reflect other beds and lamps in the store during the video?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory",
+          "question_id": "e2d2d41584ebc480eb6ae2f9dba47d4ac4bd21d4c23af1f893add12ee8bdb5db_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Is the blue wall visible in the mirror’s reflection at any point?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory",
+          "question_id": "e2d2d41584ebc480eb6ae2f9dba47d4ac4bd21d4c23af1f893add12ee8bdb5db_0_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the original white dresser retain its identity when the camera returns to it in later segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917226"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which object must maintain consistent identity across multiple camera views in the video?",
+          "options": [
+            "A. The blue painted wall",
+            "B. The tufted headboard bed",
+            "C. The original white dresser with mirror",
+            "D. The overhead fluorescent lighting"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917265"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are the textured lamp bases described consistently across multiple camera movements?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917278"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "Which detail is explicitly emphasized for consistency across camera angles?",
+          "options": [
+            "A. Color of the walls",
+            "B. Shape of the mirror",
+            "C. Texture of the lamp bases",
+            "D. Position of the beds"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917287"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Do both mirrors reflect the same bed with a tufted headboard and blue walls?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917295"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What must be consistent between the two mirrors’ reflections?",
+          "options": [
+            "A. Only the color of the walls",
+            "B. The bed and wall details",
+            "C. The number of lamps",
+            "D. The lighting intensity"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917301"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the camera move away from and return to the original dresser?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917308"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "Which camera motion pattern involves returning to a previously visited location?",
+          "options": [
+            "A. Panning right",
+            "B. Tilting up",
+            "C. Tracking left and returning",
+            "D. Zooming in"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917314"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Is the blue painted wall visible in the background when the camera pulls back in later segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917322"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "Which background element must remain consistent when the camera reveals more of the showroom?",
+          "options": [
+            "A. The ceiling lights",
+            "B. The blue painted walls",
+            "C. The floor material",
+            "D. The lamp shades"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917328"
+        },
+        {
+          "question": "Does the mirror reflect other beds and lamps in the store during the video?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory",
+          "question_id": "13",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Is the blue wall visible in the mirror’s reflection at any point?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory",
+          "question_id": "14",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the original white dresser retain its identity when the camera returns to it in later segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917226"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "Which object must maintain consistent identity across multiple camera views in the video?",
+          "options": [
+            "A. The blue painted wall",
+            "B. The tufted headboard bed",
+            "C. The original white dresser with mirror",
+            "D. The overhead fluorescent lighting"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917265"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Are the textured lamp bases described consistently across multiple camera movements?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917278"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "Which detail is explicitly emphasized for consistency across camera angles?",
+          "options": [
+            "A. Color of the walls",
+            "B. Shape of the mirror",
+            "C. Texture of the lamp bases",
+            "D. Position of the beds"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917287"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Do both mirrors reflect the same bed with a tufted headboard and blue walls?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917295"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "What must be consistent between the two mirrors’ reflections?",
+          "options": [
+            "A. Only the color of the walls",
+            "B. The bed and wall details",
+            "C. The number of lamps",
+            "D. The lighting intensity"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917301"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the camera move away from and return to the original dresser?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917308"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which camera motion pattern involves returning to a previously visited location?",
+          "options": [
+            "A. Panning right",
+            "B. Tilting up",
+            "C. Tracking left and returning",
+            "D. Zooming in"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917314"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Is the blue painted wall visible in the background when the camera pulls back in later segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917322"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "Which background element must remain consistent when the camera reveals more of the showroom?",
+          "options": [
+            "A. The ceiling lights",
+            "B. The blue painted walls",
+            "C. The floor material",
+            "D. The lamp shades"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917328"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Does the mirror on the first white dresser reflect a bed with a tufted headboard and blue painted walls?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt explicitly states that the reflection includes a bed with a tufted headboard and blue painted walls, confirming content consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224620"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "Which of the following objects are correctly reflected in the mirror on the central dresser?",
+          "options": [
+            "A. A bed with a tufted headboard and blue walls",
+            "B. A red armchair and wooden floor",
+            "C. A chandelier and green walls",
+            "D. A bookshelf and white ceiling"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt specifies that the reflection shows a bed with a tufted headboard and blue painted walls, making option A correct.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224659"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "Are the two table lamps visible in the mirror’s reflection when the camera is focused on the first dresser?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt mentions 'reflected beds and lamps' in the mirror, indicating that the lamps are part of the reflection content.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224669"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "multiple_choice",
+          "question": "What should be visible in the mirror reflection when the camera is circling the right side of the dresser?",
+          "options": [
+            "A. The back of the dresser and a wall",
+            "B. A bed with a tufted headboard and blue walls",
+            "C. The camera operator",
+            "D. A window with daylight"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt confirms that the reflection consistently includes the bed with a tufted headboard and blue walls throughout the sequence, even during movement around the dresser.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224676"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "binary",
+          "question": "Does the mirror reflect overhead fluorescent lighting as part of the scene?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Although not directly stated, the presence of soft shadows and even illumination suggests the light sources are visible in reflections; the prompt implies consistent lighting across all views, including reflections.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224683"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "When the camera returns to the original dresser at the end of the video, does the mirror still reflect the same bed with a tufted headboard and blue walls?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The final segment reiterates that the reflection again shows the bed with a tufted headboard and blue walls, demonstrating temporal consistency across the entire video.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224692"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "How does the mirror reflection change between Segment 1 and Segment 4?",
+          "options": [
+            "A. It changes from showing a bed to showing a sofa",
+            "B. It remains consistent, showing the same bed and blue walls",
+            "C. It disappears entirely",
+            "D. It reflects the second dresser instead"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Both Segment 1 and Segment 4 describe the mirror reflecting a bed with a tufted headboard and blue walls, indicating no change in reflected content over time.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224699"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Is the reflection in the second dresser's mirror identical in content to the first dresser's mirror?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt states both mirrors show the same bed with a tufted headboard and blue walls, indicating temporal and environmental consistency across similar setups.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224705"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "multiple_choice",
+          "question": "In which segments is the mirror reflection of the tufted headboard bed clearly described?",
+          "options": [
+            "A. Segments 1, 3, 7",
+            "B. Segments 2, 4, 6",
+            "C. Segments 1, 4, 7",
+            "D. Segments 5, 6, 8"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Segments 1 (initial view), 4 (second dresser), and 7 (return to original dresser) all explicitly mention the reflection of the tufted headboard bed, confirming its persistence over time.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224728"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "binary",
+          "question": "Does the reflection update when the camera moves from one dresser to another?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt describes a different mirror setup (second dresser) that also reflects the same environment, implying the reflection updates based on the new viewpoint while maintaining scene consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224736"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "As the camera circles the right side of the dresser, does the mirror reflection update to show a different angle of the showroom?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The camera movement around the dresser changes the viewing angle, and since the reflection must follow the law of reflection, it should show a shifted perspective of the room, consistent with the new camera position.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224749"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "When the camera tilts upward to focus on the lamp bases and mirror frame, what should the reflection show?",
+          "options": [
+            "A. The top of the dresser only",
+            "B. The ceiling and upper part of the room",
+            "C. The camera lens",
+            "D. The floor beneath the dresser"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Tilting upward changes the field of view into the mirror, so the reflection should include higher parts of the room such as the ceiling and upper walls, consistent with physics of reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224757"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "Does the mirror reflection remain static when the camera pans left to reveal the second dresser?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera pans left, the angle relative to the mirror changes, so the reflection must shift accordingly to reflect the new visible portion of the room.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224763"
+          }
+        },
+        {
+          "question_id": "38",
+          "type": "multiple_choice",
+          "question": "Which camera movement would cause the most significant change in the mirror’s reflection?",
+          "options": [
+            "A. A slight zoom on the lamp base",
+            "B. A full circle around the dresser",
+            "C. A slow pan left",
+            "D. A tilt up"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Circling the dresser changes the viewer's angle dramatically, leading to a substantial shift in what is reflected, as opposed to minor adjustments like zoom or tilt.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224770"
+          }
+        },
+        {
+          "question_id": "39",
+          "type": "binary",
+          "question": "When the camera pulls back to a medium shot at the end, does the mirror still reflect the bed with a tufted headboard?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The final segment confirms that the reflection continues to show the bed with a tufted headboard, indicating that even at a wider angle, the reflection maintains spatial accuracy.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224776"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_873c89398b526c56b09d5bc6ca701a2ed2d7a3785f2fd546f30ee4adcc5c4c2f"
+  },
+  {
+    "task_id": "mem_dl3dv_4f993c63692760b0b166b0e8693713a7ec00539d7f5650211bbe6397f742cf03",
+    "instance_id": "mem_dl3dv_4f993c63692760b0b166b0e8693713a7ec00539d7f5650211bbe6397f742cf03",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_4f993c63692760b0b166b0e8693713a7ec00539d7f5650211bbe6397f742cf03.mp4",
+      "total_frames": 363,
+      "fps": 15.0,
+      "duration_sec": 24.2,
+      "reference_image_path": "inference_img/mem_dl3dv_4f993c63692760b0b166b0e8693713a7ec00539d7f5650211bbe6397f742cf03_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of a large, abstract black and white sculpture situated on a vibrant green lawn under an overcast sky. The sculpture has flowing, ribbon-like forms with cutouts, giving it a dynamic sense of motion. The camera slowly circles the sculpture clockwise, revealing its three-dimensional structure and how it interacts with the surrounding space. In the background, trees with autumn foliage—showing yellows and greens—frame the scene. A gravel path curves behind the sculpture, leading toward a modern building with a glass facade visible in the distance. A red vehicle is parked near the building, partially obscured by trees. As the camera continues its orbit, a tall yellow-and-black striped pole appears intermittently on the left side of the frame, standing upright near the edge of the lawn. The sculpture’s base is embedded in a small patch of exposed earth or gravel, contrasting with the manicured grass. The camera movement is smooth and continuous, maintaining a consistent distance from the sculpture while subtly shifting elevation to capture different angles. Continuing from the mid-point, the sculpture rotates into profile, highlighting its layered depth and negative space. The red vehicle reappears more clearly as the camera pans around, now positioned to the right of the sculpture. The modern building’s reflective glass panels catch muted daylight, adding texture to the backdrop. The autumn trees sway gently in the breeze, their leaves rustling softly. The gravel path remains visible throughout, curving gracefully behind the sculpture and guiding the viewer’s eye through the composition. Finally, as the camera completes its circular trajectory, it returns to a frontal view of the sculpture, slightly lower than the starting angle, emphasizing its grounded base and towering presence. The tall yellow-and-black striped pole reenters the frame on the far left, anchoring the composition. The red vehicle, trees with autumn foliage, modern building, and curving gravel path are all visible again in their original spatial relationships, creating a seamless loop of visual exploration. The entire sequence is tranquil, cinematic, and focused on the interplay between art, nature, and architecture."
+        ],
+        "level_2": [
+          "The video opens with a slow, clockwise circling shot around a large black and white abstract sculpture resting on a lush green lawn. The sculpture features undulating, ribbon-like layers with hollowed-out sections, casting subtle shadows on the grass. Behind it, trees with autumn foliage—blending golden yellows and deep greens—line the horizon under a cloudy sky. A gravel path curves behind the sculpture, leading toward a modern building with a glass facade partially visible. A red vehicle is parked in the distance near the building, nestled among the trees. A tall yellow-and-black striped pole stands to the left of the sculpture, occasionally entering the frame as the camera moves. The sculpture’s base is set into a small patch of bare earth, contrasting with the surrounding turf.",
+          "Continuing from the first third, the camera maintains its steady circular motion around the sculpture, now capturing its side profile and revealing the depth of its layered construction. The red vehicle becomes more prominent as the camera pans, appearing clearer against the backdrop of the modern glass building. The autumn trees sway gently, their colors vivid against the gray sky. The gravel path remains visible, winding behind the sculpture and enhancing the sense of depth. The yellow-and-black striped pole reappears briefly on the left as the camera orbits, reinforcing the spatial context. The sculpture’s dynamic form seems to ripple with each new angle, emphasizing its sculptural complexity and interaction with natural light.",
+          "Finally, the camera completes its circular journey, returning to a near-frontal perspective of the black and white abstract sculpture. The base, embedded in a patch of exposed earth, is clearly visible, grounding the artwork in its environment. The tall yellow-and-black striped pole reenters the frame on the far left, providing a vertical counterpoint to the sculpture’s horizontal flow. The red vehicle, modern glass building, and autumn trees are once again visible in their original positions, creating a cohesive and looping visual narrative. The gravel path curves gently behind the sculpture, tying together the elements of landscape, architecture, and art. The entire sequence feels serene and contemplative, with the camera’s smooth motion inviting viewers to appreciate the sculpture from every angle."
+        ],
+        "level_3": [
+          "0-20%: The video begins with a low-angle, wide shot of a black and white abstract sculpture on a green lawn. Trees with autumn foliage frame the background under a cloudy sky. A red vehicle is faintly visible parked in the distance near a modern building with a glass facade. The camera starts a slow clockwise circle around the sculpture, revealing its layered, flowing form. A gravel path curves behind the sculpture, partially visible at the edge of the frame. As the camera continues its circular motion, the sculpture’s intricate cutouts become more apparent, casting shifting shadows on the grass. The tall yellow-and-black striped pole enters the frame on the left, standing upright beside the lawn. The red vehicle remains in the background, now slightly more defined as the camera angle shifts.",
+          "20-40%: The camera moves further along its arc, now capturing the sculpture from its side profile. The depth of its layered design is emphasized, with negative space forming elegant voids. The gravel path behind the sculpture becomes more prominent, curving gently toward the modern building. The autumn trees sway subtly, their colors rich against the gray sky. The red vehicle is still visible but partially obscured by foliage. Midway through the rotation, the camera lowers slightly, offering a closer view of the sculpture’s base, which is set into a patch of exposed earth or gravel. The tall yellow-and-black striped pole exits the frame as the camera continues its orbit. The modern building’s glass panels catch ambient light, creating soft reflections. The red vehicle remains stationary in the distance, serving as a fixed point of reference.",
+          "40-60%: The camera now captures the sculpture from its rear-left angle, showcasing the curvature of its outermost layer. The gravel path winds visibly behind it, leading toward the modern building. Autumn trees continue to frame the scene, their leaves rustling in the breeze. The red vehicle is momentarily hidden by tree branches before reappearing as the camera progresses. As the camera nears the three-quarter mark of its circle, the sculpture’s front-right face comes into view, highlighting its symmetrical yet organic form. The tall yellow-and-black striped pole reenters the frame on the far left, anchoring the composition. The modern building’s glass facade glints softly, and the red vehicle is clearly visible again, parked near the treeline. The gravel path remains a consistent visual guide behind the sculpture.",
+          "60-80%: The camera continues its smooth orbit, now approaching the final quarter of the circle. The sculpture’s layered ribbons appear to ripple with motion due to the changing perspective. The base, embedded in earth, grounds the piece visually. The autumn trees provide a warm-toned backdrop against the cool gray sky. The red vehicle, modern building, and gravel path remain consistently placed, reinforcing spatial continuity. The camera maintains steady circular motion, emphasizing the sculpture’s dynamic form and interaction with natural light. The yellow-and-black striped pole remains visible on the left, contributing vertical contrast to the horizontal flow of the sculpture.",
+          "80-100%: Finally, the camera completes its full 360-degree circle, returning to a frontal, slightly low-angle view of the black and white abstract sculpture. The tall yellow-and-black striped pole stands prominently on the left, balancing the composition. The red vehicle, modern glass building, and autumn trees are all visible in their original positions, creating a seamless visual loop. The gravel path curves gently behind the sculpture, tying together the elements of nature, art, and architecture in a tranquil, cinematic finale. The sculpture’s base, embedded in a patch of exposed earth, is clearly visible, grounding the artwork in its environment. The entire sequence feels serene and contemplative, with the camera’s smooth motion inviting viewers to appreciate the sculpture from every angle."
+        ],
+        "level_4": [
+          "The video begins with a low-angle, wide shot of a black and white abstract sculpture on a green lawn. Trees with autumn foliage frame the background under a cloudy sky. A red vehicle is faintly visible parked in the distance near a modern building with a glass facade. The camera starts a slow clockwise circle around the sculpture, revealing its layered, flowing form. A gravel path curves behind the sculpture, partially visible at the edge of the frame.",
+          "As the camera continues its circular motion, the sculpture’s intricate cutouts become more apparent, casting shifting shadows on the grass. The tall yellow-and-black striped pole enters the frame on the left, standing upright beside the lawn. The red vehicle remains in the background, now slightly more defined as the camera angle shifts. The modern building’s glass facade reflects the overcast sky, adding texture to the distant background.",
+          "The camera moves further along its arc, now capturing the sculpture from its side profile. The depth of its layered design is emphasized, with negative space forming elegant voids. The gravel path behind the sculpture becomes more prominent, curving gently toward the modern building. The autumn trees sway subtly, their colors rich against the gray sky. The red vehicle is still visible but partially obscured by foliage.",
+          "Midway through the rotation, the camera lowers slightly, offering a closer view of the sculpture’s base, which is set into a patch of exposed earth or gravel. The tall yellow-and-black striped pole exits the frame as the camera continues its orbit. The modern building’s glass panels catch ambient light, creating soft reflections. The red vehicle remains stationary in the distance, serving as a fixed point of reference.",
+          "The camera now captures the sculpture from its rear-left angle, showcasing the curvature of its outermost layer. The gravel path winds visibly behind it, leading toward the modern building. Autumn trees continue to frame the scene, their leaves rustling in the breeze. The red vehicle is momentarily hidden by tree branches before reappearing as the camera progresses.",
+          "As the camera nears the three-quarter mark of its circle, the sculpture’s front-right face comes into view, highlighting its symmetrical yet organic form. The tall yellow-and-black striped pole reenters the frame on the far left, anchoring the composition. The modern building’s glass facade glints softly, and the red vehicle is clearly visible again, parked near the treeline. The gravel path remains a consistent visual guide behind the sculpture.",
+          "The camera continues its smooth orbit, now approaching the final quarter of the circle. The sculpture’s layered ribbons appear to ripple with motion due to the changing perspective. The base, embedded in earth, grounds the piece visually. The autumn trees provide a warm-toned backdrop against the cool gray sky. The red vehicle, modern building, and gravel path remain consistently placed, reinforcing spatial continuity.",
+          "Finally, the camera completes its full 360-degree circle, returning to a frontal, slightly low-angle view of the black and white abstract sculpture. The tall yellow-and-black striped pole stands prominently on the left, balancing the composition. The red vehicle, modern glass building, and autumn trees are all visible in their original positions, creating a seamless visual loop. The gravel path curves gently behind the sculpture, tying together the elements of nature, art, and architecture in a tranquil, cinematic finale."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the modern glass building visible again from a similar angle when the camera returns toward the start of the loop?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "e3803f2a156e8f3746d47a451dc905a373025be83a6997a1e5c4e21e8c5a13fc_0_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the red vehicle remain consistently red and parked near the building throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288763"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which object is described as appearing intermittently on the left side of the frame during the camera's orbit?",
+          "options": [
+            "A. Red vehicle",
+            "B. Modern glass building",
+            "C. Yellow-and-black striped pole",
+            "D. Autumn trees"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288798"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the sculpture’s layered structure remain stable and consistent as the camera moves around it?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288811"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What visual characteristic of the sculpture must be preserved across all viewing angles?",
+          "options": [
+            "A. Color variation",
+            "B. Layered depth and negative space",
+            "C. Reflection in the glass building",
+            "D. Size relative to trees"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288818"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "When the red vehicle reappears after being hidden by branches, does it maintain its original appearance?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288826"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which object is explicitly said to exit the frame and then re-enter later?",
+          "options": [
+            "A. Gravel path",
+            "B. Yellow-and-black striped pole",
+            "C. Modern building",
+            "D. Autumn trees"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288832"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation and return to a view similar to the starting angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288840"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What happens to the camera’s perspective at the end of the sequence?",
+          "options": [
+            "A. It zooms in",
+            "B. It tilts upward",
+            "C. It returns to a frontal, slightly low-angle view",
+            "D. It shifts to a top-down angle"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288847"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Do the autumn trees and gravel path appear in the same spatial arrangement at the start and end of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288854"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which background element serves as a consistent visual guide throughout the video?",
+          "options": [
+            "A. Red vehicle",
+            "B. Yellow-and-black striped pole",
+            "C. Gravel path",
+            "D. Sculpture base"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288861"
+        },
+        {
+          "question": "Is the modern glass building visible again from a similar angle when the camera returns toward the start of the loop?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "12",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the red vehicle remain consistently red and parked near the building throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288763"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Which object is described as appearing intermittently on the left side of the frame during the camera's orbit?",
+          "options": [
+            "A. Red vehicle",
+            "B. Modern glass building",
+            "C. Yellow-and-black striped pole",
+            "D. Autumn trees"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288798"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the sculpture’s layered structure remain stable and consistent as the camera moves around it?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288811"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "What visual characteristic of the sculpture must be preserved across all viewing angles?",
+          "options": [
+            "A. Color variation",
+            "B. Layered depth and negative space",
+            "C. Reflection in the glass building",
+            "D. Size relative to trees"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288818"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "When the red vehicle reappears after being hidden by branches, does it maintain its original appearance?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288826"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "Which object is explicitly said to exit the frame and then re-enter later?",
+          "options": [
+            "A. Gravel path",
+            "B. Yellow-and-black striped pole",
+            "C. Modern building",
+            "D. Autumn trees"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288832"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation and return to a view similar to the starting angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288840"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "What happens to the camera’s perspective at the end of the sequence?",
+          "options": [
+            "A. It zooms in",
+            "B. It tilts upward",
+            "C. It returns to a frontal, slightly low-angle view",
+            "D. It shifts to a top-down angle"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288847"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Do the autumn trees and gravel path appear in the same spatial arrangement at the start and end of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288854"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which background element serves as a consistent visual guide throughout the video?",
+          "options": [
+            "A. Red vehicle",
+            "B. Yellow-and-black striped pole",
+            "C. Gravel path",
+            "D. Sculpture base"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288861"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the reflection in the glass facade of the modern building show the red vehicle when it is visible in the scene?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt describes the red vehicle being parked near the building and becoming clearer as the camera pans. Since the building has a reflective glass facade, it should reflect nearby objects like the red vehicle when they are within its field of view.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853718"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "Which of the following objects should be visible in the reflection of the modern building's glass panels during Segment 2?",
+          "options": [
+            "A. The yellow-and-black striped pole",
+            "B. The abstract sculpture’s side profile",
+            "C. The autumn trees with golden foliage",
+            "D. The gravel path curving behind the sculpture"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "During Segment 2, the camera captures the sculpture from the side, and the background includes autumn trees swaying in the breeze. The glass facade reflects ambient daylight and surrounding scenery, so the trees—being prominent in the backdrop—are most likely to appear in the reflection. The pole and gravel path are too distant or off-axis for clear reflection, and the sculpture itself may not be directly reflected due to angle.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853757"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Is the reflection in the glass building consistent with the presence of the overcast sky?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt states that the sky is overcast throughout the video, and the glass facade reflects muted daylight. Therefore, the reflection should include the gray, cloudy sky, matching the actual environment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853767"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "When the camera is positioned at the rear-left angle of the sculpture (Segment 5), what should the reflection in the building’s glass show?",
+          "options": [
+            "A. The front face of the sculpture",
+            "B. The tall yellow-and-black striped pole",
+            "C. The autumn trees and the gravel path",
+            "D. The red vehicle partially obscured by trees"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "At the rear-left angle, the sculpture is viewed from behind, and the background features autumn trees and the gravel path leading toward the building. The glass facade would reflect these elements, which are visible in the environment at that moment. The pole is out of frame, and the sculpture’s front is not visible from this angle, so it wouldn't be reflected.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853776"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "Does the reflection in the glass building accurately depict the position of the red vehicle relative to the trees?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt notes that the red vehicle is 'partially obscured by trees' in multiple segments. If the glass reflects the scene, it must show the vehicle behind or between tree branches, maintaining correct spatial relationships.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853783"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "When the camera returns to the frontal view in Segment 8, does the reflection in the glass building show the same scene as it did in Segment 1?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The sequence is designed to loop seamlessly, returning to the original spatial configuration. Since the environment hasn’t changed and the camera returns to a similar angle, the reflection should be temporally consistent with earlier views.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853794"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "How should the reflection in the glass building change between Segment 4 and Segment 6?",
+          "options": [
+            "A. It remains static because the camera only moves slightly",
+            "B. It shows the red vehicle becoming more visible as the camera orbits",
+            "C. It reflects the yellow-and-black striped pole even though it's not in direct line of sight",
+            "D. It becomes darker as the sky changes color"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "In Segment 4, the red vehicle is still visible but partially obscured; by Segment 6, it is clearly visible again. As the camera moves, the reflection in the glass should update accordingly, showing increased visibility of the vehicle. This reflects temporal consistency in how the mirror updates with environmental changes.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853801"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "If the reflection in the glass building appears unchanged while the camera passes from Segment 3 to Segment 4, is this consistent with the prompt?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The camera moves continuously around the sculpture, changing angles and bringing different elements into view. The reflection should evolve accordingly—e.g., showing more of the gravel path or less of the trees. A static reflection would contradict the dynamic motion described in the prompt.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853807"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "What should happen to the reflection in the glass building when the camera completes its orbit and returns to the starting position?",
+          "options": [
+            "A. It should show a completely new scene due to lighting changes",
+            "B. It should match the initial reflection seen in Segment 1",
+            "C. It should reflect the back of the sculpture instead",
+            "D. It should be blurred due to rain"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt emphasizes a seamless loop, returning to the original composition. Therefore, the reflection in the glass building should also return to its original state, matching the visual context of Segment 1, assuming no external changes.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853813"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Does the reflection in the glass building remain consistent with the gradual appearance of the red vehicle across segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The red vehicle becomes progressively clearer as the camera orbits. The reflection should mirror this progression, showing increasing visibility of the vehicle in the glass, aligning with the temporal development of the scene.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853820"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "As the camera moves from a side profile (Segment 3) to a rear-left angle (Segment 5), does the reflection in the glass building shift to show the corresponding change in perspective?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The camera’s movement alters the viewing angle of the environment, including what is reflected in the glass. The reflection should dynamically update to show the correct portion of the scene based on the camera’s viewpoint, ensuring spatial accuracy.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853828"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "When the camera is at a low angle (Segment 1), what should the reflection in the glass building primarily show?",
+          "options": [
+            "A. The top of the sculpture",
+            "B. The sky and upper portions of the trees",
+            "C. The base of the sculpture and gravel path",
+            "D. The red vehicle at ground level"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "From a low-angle shot, the camera looks up, so the reflection in the glass building will capture higher elements such as the overcast sky and the tops of the autumn trees. Lower objects like the sculpture’s base or vehicle are less likely to be reflected unless the glass is angled downward, which isn't indicated.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853835"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "Does the reflection in the glass building correctly update when the camera lowers slightly in Segment 4?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Lowering the camera changes the field of view and the angle at which light hits the glass. The reflection should adjust accordingly, possibly showing more of the lower parts of the trees or the gravel path, depending on the building’s orientation.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853842"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "When the camera reaches the final frontal view in Segment 8, how should the reflection in the glass building compare to the view in Segment 1?",
+          "options": [
+            "A. It should show the same objects but reversed left-to-right",
+            "B. It should be identical in content and orientation",
+            "C. It should show the opposite side of the sculpture",
+            "D. It should be blank due to glare"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Mirrors and reflective surfaces reverse left and right. Even if the camera returns to a similar position, the reflection will appear mirrored. So while the content (trees, vehicle, sky) matches, the lateral orientation is flipped compared to the real scene.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853848"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "Does the reflection in the glass building show the correct orientation of the yellow-and-black striped pole when it reenters the frame in Segment 6?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The pole is visible on the far left in Segment 6. If reflected in the glass, it should appear on the right side of the reflection (due to mirroring), consistent with its physical position and the camera’s viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853855"
+          }
+        },
+        {
+          "question_id": "38",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes how the reflection in the glass building changes as the camera circles the sculpture?",
+          "options": [
+            "A. It stays constant because reflections don't change with camera movement",
+            "B. It gradually reveals more of the sculpture’s side and then back",
+            "C. It only reflects the sky and never shows ground-level objects",
+            "D. It flickers randomly due to wind"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera moves around the sculpture, the angle of incidence changes, causing the reflection to show different parts of the scene. The reflection should gradually reveal more of the sculpture’s side and then its back, depending on the viewer’s perspective, maintaining viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853883"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_4f993c63692760b0b166b0e8693713a7ec00539d7f5650211bbe6397f742cf03"
+  },
+  {
+    "task_id": "mem_dl3dv_13fdcb2da929d42b26bf66aef281e988a05fb3e2b87232ad13b9bd6b6f552e4e",
+    "instance_id": "mem_dl3dv_13fdcb2da929d42b26bf66aef281e988a05fb3e2b87232ad13b9bd6b6f552e4e",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_13fdcb2da929d42b26bf66aef281e988a05fb3e2b87232ad13b9bd6b6f552e4e.mp4",
+      "total_frames": 318,
+      "fps": 15.0,
+      "duration_sec": 21.2,
+      "reference_image_path": "inference_img/mem_dl3dv_13fdcb2da929d42b26bf66aef281e988a05fb3e2b87232ad13b9bd6b6f552e4e_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of a distinctive pine tree with layered, horizontally spreading branches, standing prominently in the center of a sunlit lawn. The camera slowly circles around the tree in a clockwise direction, revealing its sculpted form and dense green needles catching the golden hour sunlight. To the left, a white curved pathway winds gently through the manicured grass, bordered by lush background green shrubs and mature trees that create a soft, natural backdrop. As the camera continues its orbit, the sun occasionally flares into frame from behind the tree’s upper branches, casting dappled shadows across the lawn. The tree’s trunk is slender but sturdy, and each tier of branches appears intentionally shaped, almost like a living sculpture. The surrounding landscape includes neatly trimmed hedges and distant foliage that adds depth to the scene. Continuing from the mid-point, the camera tilts slightly upward to emphasize the tree’s height and the intricate texture of its foliage against the clear blue sky. The white curved pathway reappears on the right side as the camera completes its arc, now showing how it leads toward a partially visible house or structure nestled among more greenery. Finally, the camera returns to a frontal view of the tree, completing the full 360-degree rotation, with the sun dipping lower on the horizon, bathing the entire scene in warm, late-afternoon light, highlighting the contrast between the dark green pine and the bright white path, all framed by the serene background of shrubs and trees."
+        ],
+        "level_2": [
+          "The video starts with a slow clockwise camera movement around a distinctive pine tree with layered, horizontally spreading branches, centered on a sunlit lawn. A white curved pathway is visible to the left, winding through the grass, while background green shrubs and trees form a lush, natural border. Sunlight filters through the tree’s upper branches, creating lens flare and casting dynamic shadows on the ground.",
+          "Continuing from the first third, the camera progresses halfway around the tree, now capturing its full sculptural form from a side angle. The layered branches are clearly defined, and the texture of the needles glistens in the golden hour light. The white curved pathway curves behind the tree, leading toward distant foliage, while the background remains rich with green shrubs and trees that enhance the depth of the scene.",
+          "Finally, the camera completes its circular motion, returning to a near-frontal view of the pine tree. The sun dips lower, intensifying the warm lighting and emphasizing the contrast between the dark green foliage and the bright white pathway. Background green shrubs and trees frame the scene as the camera subtly tilts up to capture the tree’s crown against the blue sky, concluding the full rotation with a serene, sun-drenched composition."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a static wide shot of a distinctive pine tree with layered, horizontally spreading branches, standing tall in the center of a sunlit lawn. To the left, a white curved pathway begins to appear, winding gently through the grass, with background green shrubs and trees softly framing the scene under a clear blue sky. The camera begins a slow clockwise pan around the tree; the layered branches become more visible, and sunlight catches the tips of the needles, creating subtle glints. The white curved pathway becomes more prominent, curving behind the tree, while background green shrubs and trees remain steady in the distance.",
+          "20-40%: Continuing the clockwise movement, the camera reveals the left flank of the pine tree. The texture of its foliage is detailed, with individual needle clusters visible. The sun begins to peek through the upper branches, causing gentle lens flare, while the white curved pathway extends further into the background amid green shrubs and trees. Midway through the orbit, the camera captures a side profile of the tree, emphasizing its sculpted, tiered structure. The white curved pathway now curves behind the tree, partially obscured by foliage. Background green shrubs and trees add depth, and the sun casts long shadows across the sunlit lawn.",
+          "40-60%: As the camera moves past the midpoint, it shows the rear-left quadrant of the tree. The layered branches appear denser here, and the sunlight illuminates the underside of the foliage. The white curved pathway emerges again on the far side, leading toward a distant treeline framed by green shrubs and trees. The camera continues its clockwise arc, revealing the right flank of the pine tree. The white curved pathway is now visible on the right side of the frame, snaking away into the background. Sunlight filters through the upper canopy, creating a halo effect around the tree’s crown, with background green shrubs and trees providing a verdant backdrop.",
+          "60-80%: Nearing completion of the circle, the camera shows the front-right view of the tree. The layered branches are fully illuminated by the setting sun, casting dramatic shadows on the lawn. The white curved pathway re-enters the frame prominently on the right, leading toward a glimpse of a structure hidden among background green shrubs and trees. The camera subtly tilts upward to emphasize the tree’s height and the intricate texture of its foliage against the clear blue sky, while the sun dips lower, intensifying the warm lighting and emphasizing contrast between dark green foliage and the bright white path.",
+          "80-100%: Finally, the camera returns to a near-frontal view of the distinctive pine tree, completing the full 360-degree orbit. The sun sits low on the horizon, bathing the entire scene in warm, golden light. The white curved pathway and background green shrubs and trees frame the tree symmetrically, concluding the sequence with a serene, balanced composition. The tree’s trunk remains slender but sturdy, each tier of branches appearing intentionally shaped, and the surrounding landscape includes neatly trimmed hedges and distant foliage that adds depth to the scene."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a static wide shot of a distinctive pine tree with layered, horizontally spreading branches, standing tall in the center of a sunlit lawn. To the left, a white curved pathway begins to appear, winding gently through the grass, with background green shrubs and trees softly framing the scene under a clear blue sky.",
+          "Part 2/8: The camera begins a slow clockwise pan around the tree. The layered branches become more visible, and sunlight catches the tips of the needles, creating subtle glints. The white curved pathway becomes more prominent, curving behind the tree, while background green shrubs and trees remain steady in the distance.",
+          "Part 3/8: Continuing the clockwise movement, the camera reveals the left flank of the pine tree. The texture of its foliage is detailed, with individual needle clusters visible. The sun begins to peek through the upper branches, causing gentle lens flare, while the white curved pathway extends further into the background amid green shrubs and trees.",
+          "Part 4/8: Midway through the orbit, the camera captures a side profile of the tree, emphasizing its sculpted, tiered structure. The white curved pathway now curves behind the tree, partially obscured by foliage. Background green shrubs and trees add depth, and the sun casts long shadows across the sunlit lawn.",
+          "Part 5/8: The camera moves past the midpoint, now showing the rear-left quadrant of the tree. The layered branches appear denser here, and the sunlight illuminates the underside of the foliage. The white curved pathway emerges again on the far side, leading toward a distant treeline framed by green shrubs and trees.",
+          "Part 6/8: As the camera continues its clockwise arc, it reveals the right flank of the pine tree. The white curved pathway is now visible on the right side of the frame, snaking away into the background. Sunlight filters through the upper canopy, creating a halo effect around the tree’s crown, with background green shrubs and trees providing a verdant backdrop.",
+          "Part 7/8: Nearing completion of the circle, the camera shows the front-right view of the tree. The layered branches are fully illuminated by the setting sun, casting dramatic shadows on the lawn. The white curved pathway re-enters the frame prominently on the right, leading toward a glimpse of a structure hidden among background green shrubs and trees.",
+          "Part 8/8: Finally, the camera returns to a near-frontal view of the distinctive pine tree, completing the full 360-degree orbit. The sun sits low on the horizon, bathing the entire scene in warm, golden light. The white curved pathway and background green shrubs and trees frame the tree symmetrically, concluding the sequence with a serene, balanced composition."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the sunlit lawn still visible behind the tree after the camera completes its 360-degree rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "d3caed662503d3d54680856eab43da71e46860a45f1b40586bfe5298cf5a3540_0_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the pine tree maintain its identity as a single, distinct tree throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:58:48.651270"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the pine tree's identity consistency across segments?",
+          "options": [
+            "A. The tree changes into a different species during rotation",
+            "B. The tree remains the same throughout all angles and lighting",
+            "C. The tree disappears and reappears with different features",
+            "D. The tree’s branches grow new colors"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:58:48.651306"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Do the layered branches of the pine tree maintain their structural integrity during the camera orbit?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:58:48.651319"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "How should the tree’s layered branches behave during the 360-degree rotation?",
+          "options": [
+            "A. They should collapse inward at certain angles",
+            "B. They should appear differently shaped depending on view",
+            "C. They should retain their original horizontal spread and spacing",
+            "D. They should disappear when occluded"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:58:48.651326"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "When the tree’s trunk reappears after being occluded, does it maintain its original appearance?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:58:48.651333"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "What happens to the tree’s occluded parts when they reappear in the frame?",
+          "options": [
+            "A. They appear distorted or changed",
+            "B. They recover with consistent texture and geometry",
+            "C. They vanish permanently",
+            "D. They become transparent"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:58:48.651339"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation and return to a similar frontal view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:58:48.651347"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What is required for successful horizontal loop memory in this scene?",
+          "options": [
+            "A. The camera stops halfway and reverses direction",
+            "B. The final view matches the initial framing and lighting",
+            "C. The tree vanishes at the end",
+            "D. The path changes color"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:58:48.651353"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the white curved pathway reappear in the same location relative to the tree when viewed from the right side?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:58:48.651361"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which element must remain consistent when the background re-enters the frame?",
+          "options": [
+            "A. The pathway’s curvature and position",
+            "B. The sky turns red",
+            "C. The shrubs grow taller",
+            "D. The tree moves"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:58:48.651367"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_13fdcb2da929d42b26bf66aef281e988a05fb3e2b87232ad13b9bd6b6f552e4e"
+  },
+  {
+    "task_id": "mem_dl3dv_cc40635ee536377bb36fbea01fce5d2cd1c3e3bf56ba8299a84f66a3b9293b7a",
+    "instance_id": "mem_dl3dv_cc40635ee536377bb36fbea01fce5d2cd1c3e3bf56ba8299a84f66a3b9293b7a",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_cc40635ee536377bb36fbea01fce5d2cd1c3e3bf56ba8299a84f66a3b9293b7a.mp4",
+      "total_frames": 313,
+      "fps": 15.0,
+      "duration_sec": 20.87,
+      "reference_image_path": "inference_img/mem_dl3dv_cc40635ee536377bb36fbea01fce5d2cd1c3e3bf56ba8299a84f66a3b9293b7a_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of an empty, brightly lit indoor shopping mall corridor. The camera slowly pans right, revealing a central seating area composed of four plush orange armchairs arranged around two round black coffee tables on top of a large rectangular black rug. In the background, the Macy's storefront is prominently visible with its red star logo and illuminated signage. As the camera continues to rotate clockwise, it passes a digital kiosk mounted on a silver pedestal to the left of the seating area. Further along the pan, a Coca-Cola vending machine appears in the distance near a store entrance with yellow trim. The camera then reveals 'The Children’s Place' store sign hanging overhead as it completes its circular motion. The flooring throughout is white tiled with black grout lines. The lighting is uniformly bright from recessed ceiling fixtures. Finally, the camera returns to its starting point, completing a full 360-degree sweep around the seating arrangement, capturing all mandatory landmarks: the orange armchairs, round coffee tables, black rug, Macy’s storefront, digital kiosk, Coca-Cola vending machine, and The Children’s Place store — each appearing in sequence as the camera moves smoothly and steadily around the space."
+        ],
+        "level_2": [
+          "The video starts with a wide shot of a spacious, well-lit mall interior centered on a seating arrangement of four orange armchairs and two round black coffee tables placed atop a black rug. The camera begins a slow clockwise rotation, initially facing the Macy’s storefront with its glowing red star logo. As it pans right, the digital kiosk on a silver pedestal comes into view beside the seating area. The white tiled floor with black grid lines extends throughout, and distant store entrances are visible under bright ceiling lights.",
+          "Continuing from the previous segment, the camera pans further right, now revealing a Coca-Cola vending machine positioned near a store with yellow trim. The movement continues past the vending machine, bringing 'The Children’s Place' store sign into frame overhead. The camera maintains a steady, smooth circular motion around the seating area, keeping the orange armchairs and black coffee tables consistently in the foreground while the background elements shift accordingly.",
+          "Finally, the camera completes its 360-degree rotation, returning to face the Macy’s storefront once more. The full loop captures all mandatory landmarks in sequence: the orange armchairs, round coffee tables, black rug, digital kiosk, Coca-Cola vending machine, and The Children’s Place store. The environment remains consistent — clean, quiet, and brightly lit — with no people present. The video ends exactly where it began, having fully circled the central seating area."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a static wide shot of an empty, brightly lit mall corridor. Centered is a seating area with four orange armchairs and two round black coffee tables on a black rug. Behind them, the Macy’s storefront glows with its red star logo. The white tiled floor with black grout lines extends outward under uniform recessed ceiling lighting. The camera begins a slow clockwise pan, and the silver digital kiosk on a pedestal enters the left edge of the frame while Macy’s remains prominent.",
+          "20-40%: Continuing the clockwise pan, the digital kiosk moves toward center-left as the Macy’s storefront exits the right side of the frame. A distant store entrance with yellow trim becomes visible in the background. The camera proceeds further right, revealing a Coca-Cola vending machine positioned near that yellow-trimmed store entrance. The orange armchairs, black coffee tables, and black rug remain fixed in the foreground throughout this segment.",
+          "40-60%: The Coca-Cola vending machine is now centered in the mid-background as the camera continues its rotation. Above it, the hanging sign for 'The Children’s Place' store comes into view. The lighting remains uniformly bright, and the white tiled floor pattern stays consistent. The foreground elements—orange armchairs, round black coffee tables, and black rug—are still clearly visible and anchored in the composition.",
+          "60-80%: The Children’s Place store sign becomes more prominent as the camera pans past it, and the orange armchairs and black coffee tables continue to rotate with the perspective. The black rug remains sharply defined against the white tiles. As the pan progresses, the digital kiosk reappears on the far left, and the Macy’s storefront begins to re-enter at the far right edge of the frame. The environment remains quiet, clean, and devoid of people.",
+          "80-100%: The camera completes its 360-degree rotation, returning directly to face the Macy’s storefront once more. All mandatory landmarks—the orange armchairs, round coffee tables, black rug, digital kiosk, Coca-Cola vending machine, and The Children’s Place store—have been captured sequentially during the pan. The video ends exactly where it began, with identical framing, lighting, and spatial arrangement, maintaining the sterile, brightly lit atmosphere."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a static wide shot of an empty mall corridor. Centered in the frame is a seating area with four orange armchairs and two round black coffee tables on a black rug. Behind them, the Macy’s storefront glows with its red star logo. The white tiled floor stretches outward under bright overhead lighting.",
+          "Part 2/8: The camera begins a slow clockwise pan. The Macy’s storefront remains prominent as the left edge of the frame reveals a silver digital kiosk standing beside the seating area. The orange armchairs and black coffee tables remain fixed in the center, while the background begins to shift slightly.",
+          "Part 3/8: Continuing the clockwise pan, the digital kiosk moves toward the center-left of the frame. The Macy’s storefront exits the right side of the view. A distant store entrance with yellow trim becomes visible in the background, and the white tiled floor pattern remains consistent.",
+          "Part 4/8: The camera pans further right, now showing a Coca-Cola vending machine in the mid-background near the yellow-trimmed store entrance. The orange armchairs and black coffee tables still dominate the foreground, and the black rug beneath them remains clearly visible.",
+          "Part 5/8: The Coca-Cola vending machine is now centered in the background as the camera continues its rotation. Above it, the sign for 'The Children’s Place' store comes into view, hanging from the ceiling. The lighting remains uniformly bright, and the tiled floor extends continuously.",
+          "Part 6/8: The Children’s Place store sign becomes more prominent as the camera pans past it. The orange armchairs and black coffee tables remain anchored in the foreground, rotating with the camera’s perspective. The black rug beneath them stays clearly defined against the white tiles.",
+          "Part 7/8: The camera continues its clockwise arc, now beginning to reveal the digital kiosk again on the far left. The Macy’s storefront starts to reappear at the far right edge of the frame. The scene remains devoid of people, maintaining a quiet, sterile atmosphere.",
+          "Part 8/8: Finally, the camera completes its 360-degree rotation, returning to face the Macy’s storefront directly. All mandatory landmarks — orange armchairs, round coffee tables, black rug, digital kiosk, Coca-Cola vending machine, and The Children’s Place store — have been captured in sequence during the pan. The video ends precisely where it began, with the same composition and lighting."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the Macy’s storefront visible again at the end of the video after the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "bd905f2f4c408e46ce582bcc89b08b32793e31766bf826e6c063876d4ebcc7f4_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Is the Coca-Cola vending machine visible during the forward movement before reaching the Children’s Place?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "bd905f2f4c408e46ce582bcc89b08b32793e31766bf826e6c063876d4ebcc7f4_1_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation and return to the exact starting view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:12.436066"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which landmark is visible at both the beginning and end of the video?",
+          "options": [
+            "A. Coca-Cola vending machine",
+            "B. The Children’s Place store sign",
+            "C. Macy’s storefront",
+            "D. Digital kiosk"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:12.436107"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the Macy’s storefront appear again at the end of the video with the same lighting and logo visibility as at the start?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:12.436119"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the starting point, which background element should be fully visible and consistent?",
+          "options": [
+            "A. Coca-Cola vending machine",
+            "B. The Children’s Place store sign",
+            "C. Digital kiosk",
+            "D. Macy’s storefront"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:12.436126"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Is the digital kiosk expected to reappear on the far left after being occluded during the pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:12.436134"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What must remain consistent when the digital kiosk reappears after being occluded?",
+          "options": [
+            "A. Its color and shape",
+            "B. Its lighting intensity",
+            "C. Its brand logo",
+            "D. Its motion speed"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:12.436140"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the Coca-Cola vending machine maintain its branding and red color throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:12.436147"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "Which object must retain its identity and appearance regardless of camera angle?",
+          "options": [
+            "A. Orange armchair",
+            "B. White tile floor",
+            "C. Black rug",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:12.436154"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_cc40635ee536377bb36fbea01fce5d2cd1c3e3bf56ba8299a84f66a3b9293b7a"
+  },
+  {
+    "task_id": "mem_dl3dv_bd3da6c5820ac1c1fcf0149c3e952c04be4d3a23595f19d269df09107ac3a959",
+    "instance_id": "mem_dl3dv_bd3da6c5820ac1c1fcf0149c3e952c04be4d3a23595f19d269df09107ac3a959",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_bd3da6c5820ac1c1fcf0149c3e952c04be4d3a23595f19d269df09107ac3a959.mp4",
+      "total_frames": 309,
+      "fps": 15.0,
+      "duration_sec": 20.6,
+      "reference_image_path": "inference_img/mem_dl3dv_bd3da6c5820ac1c1fcf0149c3e952c04be4d3a23595f19d269df09107ac3a959_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a low-angle, upward-looking shot moving slowly through a narrow urban alleyway at night. The camera glides forward beneath a concrete ceiling embedded with recessed lights that cast soft pools of illumination on the gray surfaces below. To the right, a parked white car is visible under the overhang of a modern building, partially illuminated by ambient light. Above, multi-story glass windows are brightly lit from within, revealing interior spaces with warm yellow lighting and occasional silhouettes or furniture. As the camera continues its steady ascent, it tilts slightly upward, capturing more of the vertical architecture — including balconies, metal railings, and structural beams. The illuminated glass windows dominate the upper frame, arranged in grid-like patterns across multiple floors, each pane glowing with interior activity. The camera then briefly pans to the left, revealing a dark brick wall adjacent to the alley, before returning to center and continuing its upward trajectory. At one point, the camera passes directly beneath a large, flat concrete slab overhead, momentarily plunging the frame into near darkness before emerging again into the glow of the upper-level windows. The final moments show the camera still ascending, now focused entirely on the towering facade of illuminated glass windows stretching into the night sky, their reflections shimmering against the dark surroundings, while the concrete ceiling and recessed lights remain faintly visible at the bottom edge of the frame."
+        ],
+        "level_2": [
+          "The video starts with a slow, low-angle tracking shot moving forward through a dimly lit urban alley at night. The camera looks up toward a concrete ceiling lined with recessed lights casting soft illumination. On the right side, a parked white car is partially visible under the overhang of a modern structure. Above, illuminated glass windows glow warmly from within, revealing glimpses of interior spaces. The camera begins its gradual upward tilt as it moves forward, emphasizing the height of the surrounding buildings.",
+          "Continuing from the previous segment, the camera ascends further, now focusing more intently on the vertically stacked illuminated glass windows. Each window pane reveals softly lit interiors with furniture silhouettes and occasional movement. The concrete ceiling with recessed lights remains visible at the bottom of the frame, but the view is increasingly dominated by the architectural grid of glowing windows. Midway, the camera briefly pans left to reveal a dark brick wall running alongside the alley, then returns to center, maintaining its upward trajectory.",
+          "Finally, the camera continues its steady ascent, now fully immersed in the towering facade of illuminated glass windows. The concrete ceiling and recessed lights become peripheral elements at the very bottom of the frame. The windows stretch upward into the night sky, their warm glows contrasting sharply with the surrounding darkness. The camera maintains its slow, deliberate motion, ending with a sustained upward gaze at the luminous grid of windows, creating a sense of vertical grandeur and urban isolation."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle shot moving forward through a narrow alley at night. A concrete ceiling with evenly spaced recessed lights is visible above, casting soft illumination. To the right, a parked white car is partially lit under an overhang. In the distance, illuminated glass windows glow warmly from upper floors. Continuing forward, the camera begins a gentle upward tilt; the concrete ceiling remains prominent with recessed lights creating circular pools of brightness, the parked white car stays visible on the right, and the illuminated glass windows grow larger in the frame, revealing interior details like furniture silhouettes.",
+          "20-40%: The camera ascends further, now focusing more on the illuminated glass windows spanning multiple floors. The concrete ceiling is still present at the bottom edge. The warm interior lighting contrasts with the dark exterior, and the grid-like arrangement of windows becomes more defined. The camera continues its upward motion, now centered on the glowing windows; the parked white car is no longer in view, while the concrete ceiling with recessed lights remains at the lower edge of the frame. The windows reveal more interior detail, including ceiling fixtures and occasional shadows.",
+          "40-60%: The camera briefly pans left, revealing a dark brick wall adjacent to the alley, then returns to center, maintaining its upward trajectory. The illuminated glass windows continue to dominate the upper frame, while the concrete ceiling with recessed lights occupies the lower portion. The camera then passes beneath a large, flat concrete slab, momentarily plunging the scene into near darkness. As it emerges, the illuminated glass windows reappear, glowing even brighter against the night, and the concrete ceiling with recessed lights is once again visible at the bottom.",
+          "60-80%: The camera continues its steady ascent, now almost entirely focused on the vertical array of illuminated glass windows. The concrete ceiling and recessed lights occupy only a thin strip at the bottom of the frame. The windows’ warm glows create a rhythmic pattern against the dark sky. The view is increasingly dominated by the architectural grid of glowing windows, each pane revealing softly lit interiors with furniture silhouettes and occasional movement, while structural elements like balconies, metal railings, and beams become more apparent.",
+          "80-100%: Finally, the camera holds its upward gaze on the towering facade of illuminated glass windows stretching into the night. The concrete ceiling and recessed lights are barely visible at the very bottom. The scene ends with a lingering view of the glowing grid, evoking a sense of urban solitude and architectural scale. The windows stretch upward into the night sky, their reflections shimmering against the dark surroundings, while the warm glows contrast sharply with the surrounding darkness."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle shot moving forward through a narrow alley at night. A concrete ceiling with evenly spaced recessed lights is visible above, casting soft illumination. To the right, a parked white car is partially lit under an overhang. In the distance, illuminated glass windows glow warmly from upper floors.",
+          "Part 2/8: Continuing forward, the camera begins a gentle upward tilt. The concrete ceiling remains prominent, with recessed lights creating circular pools of brightness. The parked white car stays visible on the right, while the illuminated glass windows grow larger in the frame, revealing interior details like furniture silhouettes.",
+          "Part 3/8: The camera ascends further, now focusing more on the illuminated glass windows spanning multiple floors. The concrete ceiling is still present at the bottom edge. The warm interior lighting contrasts with the dark exterior, and the grid-like arrangement of windows becomes more defined.",
+          "Part 4/8: The camera continues its upward motion, now centered on the glowing windows. The parked white car is no longer in view. The concrete ceiling with recessed lights remains at the lower edge of the frame. The windows reveal more interior detail, including ceiling fixtures and occasional shadows.",
+          "Part 5/8: The camera briefly pans left, revealing a dark brick wall adjacent to the alley. It then returns to center, maintaining its upward trajectory. The illuminated glass windows continue to dominate the upper frame, while the concrete ceiling with recessed lights occupies the lower portion.",
+          "Part 6/8: The camera passes beneath a large, flat concrete slab, momentarily plunging the scene into near darkness. As it emerges, the illuminated glass windows reappear, glowing even brighter against the night. The concrete ceiling with recessed lights is once again visible at the bottom.",
+          "Part 7/8: The camera continues its steady ascent, now almost entirely focused on the vertical array of illuminated glass windows. The concrete ceiling and recessed lights occupy only a thin strip at the bottom of the frame. The windows’ warm glows create a rhythmic pattern against the dark sky.",
+          "Part 8/8: Finally, the camera holds its upward gaze on the towering facade of illuminated glass windows stretching into the night. The concrete ceiling and recessed lights are barely visible at the very bottom. The scene ends with a lingering view of the glowing grid, evoking a sense of urban solitude and architectural scale."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Does the camera return to viewing the parked white car after tilting up and then down?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "cd7d889906d6b22d46283d4722c06623f1d9ac85800d76402189c6d621492228_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the white car visible in the first three segments of Level 3?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818890"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "When does the white car disappear from view in the video sequence?",
+          "options": [
+            "A. After Segment 3",
+            "B. In Segment 4",
+            "C. During the pan to the left",
+            "D. At the end of the video"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818924"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the camera pass under a concrete slab that causes temporary darkness?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818936"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What happens to the illuminated windows when the camera emerges from under the concrete slab?",
+          "options": [
+            "A. They appear dimmer",
+            "B. They glow brighter",
+            "C. They are replaced with different windows",
+            "D. They remain unchanged"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818943"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera maintain a steady upward trajectory throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818952"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "How does the concrete ceiling change in visibility as the camera ascends?",
+          "options": [
+            "A. It becomes larger",
+            "B. It remains constant",
+            "C. It shrinks to a thin strip at the bottom",
+            "D. It disappears completely"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818959"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is the dark brick wall visible only once during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818966"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "After panning left to show the brick wall, what happens to the camera’s focus?",
+          "options": [
+            "A. It stays on the wall",
+            "B. It pans right immediately",
+            "C. It returns to center",
+            "D. It zooms out"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818971"
+        },
+        {
+          "question": "Does the camera return to viewing the parked white car after tilting up and then down?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "10",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Is the white car visible in the first three segments of Level 3?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818890"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When does the white car disappear from view in the video sequence?",
+          "options": [
+            "A. After Segment 3",
+            "B. In Segment 4",
+            "C. During the pan to the left",
+            "D. At the end of the video"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818924"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the camera pass under a concrete slab that causes temporary darkness?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818936"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "What happens to the illuminated windows when the camera emerges from under the concrete slab?",
+          "options": [
+            "A. They appear dimmer",
+            "B. They glow brighter",
+            "C. They are replaced with different windows",
+            "D. They remain unchanged"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818943"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the camera maintain a steady upward trajectory throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818952"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "How does the concrete ceiling change in visibility as the camera ascends?",
+          "options": [
+            "A. It becomes larger",
+            "B. It remains constant",
+            "C. It shrinks to a thin strip at the bottom",
+            "D. It disappears completely"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818959"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Is the dark brick wall visible only once during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818966"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "After panning left to show the brick wall, what happens to the camera’s focus?",
+          "options": [
+            "A. It stays on the wall",
+            "B. It pans right immediately",
+            "C. It returns to center",
+            "D. It zooms out"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818971"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the reflection in the glass windows show the illuminated interiors of the buildings, including furniture silhouettes and ceiling fixtures?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt explicitly states that the illuminated glass windows reveal interior spaces with warm yellow lighting, furniture silhouettes, and occasional movement. Therefore, reflections should show these internal elements.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819624"
+          }
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "Which of the following objects should be visible in the reflection of the glass windows during the final moments of the video?",
+          "options": [
+            "A. The parked white car on the right",
+            "B. The dark brick wall on the left",
+            "C. The concrete ceiling with recessed lights",
+            "D. The night sky and surrounding darkness"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "In the final moments, the camera is focused upward on the illuminated glass windows stretching into the night sky. The reflection would logically include the dark surroundings and night sky, not nearby alley elements like the car or brick wall, which are no longer in direct line of sight from the high-angle view.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819668"
+          }
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Are the reflections in the glass windows consistent with the warm yellow interior lighting described in the prompt?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt specifies that the glass windows are 'brightly lit from within' with 'warm yellow lighting,' so any reflection must accurately convey this color temperature and illumination to maintain content consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819677"
+          }
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "What should be reflected in the glass windows when the camera passes beneath the large concrete slab and emerges back into light?",
+          "options": [
+            "A. The dark underside of the slab",
+            "B. The illuminated upper floors and night sky",
+            "C. The parked white car",
+            "D. The brick wall on the left"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "After emerging from under the slab, the camera resumes its upward trajectory toward the illuminated windows. At this point, the dominant visual is the glowing grid of windows against the night sky, so their reflections should depict the same external environment—darkness and sky—not obscured or low-light elements.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819684"
+          }
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Do the reflections in the glass windows include the concrete ceiling and recessed lights when they are visible at the bottom of the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The concrete ceiling and recessed lights are below the camera’s view and not positioned to reflect into the upper-level glass windows. Reflections in vertical glass surfaces would mirror the sky and surroundings above or around them, not downward-facing structures unless specifically angled.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819691"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "binary",
+          "question": "When the camera returns to a similar position after passing under the concrete slab, do the reflections in the glass windows remain consistent with earlier views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt describes the camera emerging back into the glow of the windows after passing under the slab. Since the environment hasn’t changed (same building facade), the reflections should remain temporally consistent with previous appearances of the windows.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819701"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "multiple_choice",
+          "question": "How should the reflection in the glass windows change between Segment 4 and Segment 7 as the camera ascends?",
+          "options": [
+            "A. The reflections become darker due to increased distance",
+            "B. The reflections shift to show more of the night sky and less of the alley",
+            "C. The reflections show more of the concrete ceiling and recessed lights",
+            "D. The reflections remain unchanged throughout"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "As the camera ascends, the perspective changes: the lower alley elements recede, and the upper portions of the building dominate. Thus, reflections in the glass should adapt to show more of the night sky and less of the ground-level environment, maintaining temporal consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819720"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Is the reflection in the glass windows during the final segment consistent with what was seen in earlier segments when the camera was lower in the alley?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "While the windows themselves are consistent, the reflection content changes over time due to camera elevation. Earlier reflections might include parts of the alley or car, but later ones focus on the sky and upper structures. So, while the physical windows repeat, their reflections evolve—this is expected and valid, meaning inconsistency would only occur if reflections failed to update.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819728"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "If the glass windows appear again after being out of view for a moment (e.g., under the slab), should the reflection still show the same interior details?",
+          "options": [
+            "A. Yes, because the interiors haven't changed",
+            "B. No, because the camera angle has shifted",
+            "C. Yes, but only if the lighting conditions are identical",
+            "D. It depends on the weather"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The interiors are static and continuously lit. Even if the camera briefly loses sight of the windows, upon reappearing, the reflection should still show the same warm-lit rooms with furniture silhouettes, assuming no internal changes occurred. This maintains temporal memory of the scene.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819735"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Do the reflections in the glass windows retain the same warmth and brightness across all segments where they appear?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt consistently describes the windows as 'brightly lit from within' with 'warm yellow lighting.' There's no indication of flickering or dimming, so the reflection's appearance should remain temporally stable unless external factors (like weather) are introduced—which they aren't.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819751"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "binary",
+          "question": "As the camera moves upward through the alley, does the reflection in the glass windows update to show the changing sky and surrounding darkness from each new vantage point?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The camera's ascent alters the viewing angle relative to the windows. Proper viewpoint consistency requires that reflections adjust accordingly—showing more sky as the camera rises, less of the alley floor. This ensures the reflection matches the actual field of view.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819759"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "multiple_choice",
+          "question": "When the camera pans left to reveal the dark brick wall, should the reflection in the adjacent glass windows also show part of that wall?",
+          "options": [
+            "A. Yes, because it's now in the camera's field of view",
+            "B. No, because the glass windows face outward, not inward",
+            "C. Yes, but only if the wall is directly opposite the window",
+            "D. No, because the reflection depends on external lighting"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Reflections depend on the geometry of the surface and surrounding environment. If the brick wall is directly opposite a window, it may reflect into it. However, since the windows are likely facing forward (toward the city), and the wall is lateral, it may not be visible in the reflection unless specifically aligned. But given proximity, some reflection could occur—making C the most accurate answer based on physics.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819766"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "binary",
+          "question": "Does the reflection in the glass windows correctly update when the camera passes under the concrete slab and reemerges?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Passing under the slab temporarily blocks light and view. Upon emergence, the reflection should reset to show the current environment—the night sky and upper buildings—demonstrating correct viewpoint-based updating of the reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819780"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "multiple_choice",
+          "question": "From the final upward-looking perspective, what should the reflection in the glass windows primarily show?",
+          "options": [
+            "A. The concrete ceiling and recessed lights",
+            "B. The alley walls and parked car",
+            "C. The night sky and surrounding darkness",
+            "D. The interior of the building"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "At the highest point, the camera looks up at the windows against the night sky. Glass surfaces reflect their surroundings; thus, the primary reflection should be the dark sky and ambient urban environment, not internal scenes or lower structures.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819786"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "When the camera tilts upward, do the reflections in the glass windows shift to align with the new angle of view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera tilts, the relative orientation to the windows changes. For realistic reflection memory, the mirrored image must rotate or scale appropriately to match the new viewpoint, ensuring spatial coherence between real and reflected worlds.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819793"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_bd3da6c5820ac1c1fcf0149c3e952c04be4d3a23595f19d269df09107ac3a959"
+  },
+  {
+    "task_id": "mem_dl3dv_fa290517f6f5102ed0544020b826762485dc7fa96f8b49c408d7d54c96dd1580",
+    "instance_id": "mem_dl3dv_fa290517f6f5102ed0544020b826762485dc7fa96f8b49c408d7d54c96dd1580",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_fa290517f6f5102ed0544020b826762485dc7fa96f8b49c408d7d54c96dd1580.mp4",
+      "total_frames": 405,
+      "fps": 15.0,
+      "duration_sec": 27.0,
+      "reference_image_path": "inference_img/mem_dl3dv_fa290517f6f5102ed0544020b826762485dc7fa96f8b49c408d7d54c96dd1580_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, sun-drenched view of a grand public monument situated in a lush green park under a bright blue sky with scattered white clouds. The central statue on pedestal, a towering bronze figure standing atop a multi-tiered stone base adorned with sculpted allegorical figures, dominates the frame. Surrounding the monument is a curved pathway made of light-colored paving stones that gracefully encircles the structure. Lush green lawn and mature trees frame the scene, casting soft shadows. In the background, a majestic neoclassical building with a dome rises behind the monument, its classical architecture contrasting with modern glass skyscrapers visible to the left and right. As the camera begins a slow, continuous circular orbit around the monument, it reveals different perspectives: the modern glass skyscraper glints in the sunlight as the camera pans left; then the neoclassical building reappears behind the monument as the camera moves right. Sun flares occasionally streak across the lens, enhancing the vividness of the day. The camera tilts up to emphasize the height of the central statue against the blue sky, then lowers to capture the intricate details of the sculpted figures at the base — one seated, draped in flowing robes, another gesturing outward. The movement continues seamlessly, alternating between low-angle shots that dramatize the monument’s scale and eye-level views that integrate the surrounding urban landscape. Throughout the sequence, the curved pathway remains visible, guiding the viewer’s eye around the monument, while the green lawn and trees provide a natural buffer between the historic sculpture and the modern cityscape. The video concludes with the camera completing its full 360-degree sweep, returning to the initial framing but now enriched by the full context of the environment — the blue sky with clouds still overhead, the stone base with sculpted figures clearly detailed, the modern glass skyscraper and neoclassical building with dome both visible in their respective positions, and the pathway curving around the monument, all bathed in golden afternoon light."
+        ],
+        "level_2": [
+          "The video opens with a sweeping wide shot of a monumental statue on a stone pedestal, surrounded by green lawn and mature trees under a vibrant blue sky with scattered clouds. A curved paved pathway encircles the monument. Behind it stands a grand neoclassical building with a dome, while modern glass skyscrapers flank the scene on either side. The camera begins a slow, clockwise orbit around the monument, capturing the interplay of sunlight and shadow. As it moves, the modern glass skyscraper becomes more prominent on the left, reflecting the sky, while the neoclassical building remains visible behind the monument. The central statue towers above, and the sculpted figures at the base begin to come into sharper focus.",
+          "Continuing from the previous segment, the camera completes its mid-orbit around the monument, now revealing the back and right-side angles. The stone base with sculpted figures — including a seated robed figure and a gesturing allegorical form — is clearly detailed. The sun flares dramatically as the camera tilts upward toward the central statue against the blue sky. The green lawn stretches out on all sides, bordered by trees that sway gently. The modern glass skyscraper remains visible on the right, while the neoclassical building with the dome reappears as the camera circles back. The curved pathway continues to guide the eye around the monument, emphasizing its centrality in the urban park setting.",
+          "Finally, the camera nears the completion of its full 360-degree rotation, returning to a framing similar to the opening shot but now enriched with the full spatial context. The central statue on pedestal is once again centered, with the stone base and sculpted figures prominently displayed. The curved pathway wraps around the monument, leading the viewer’s gaze through the green lawn and trees. The blue sky with clouds remains overhead, and the modern glass skyscraper and neoclassical building with dome are both visible in their original positions, creating a harmonious blend of historic and contemporary architecture. The camera lingers for a moment, allowing the viewer to absorb the entire scene before the video ends."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a wide-angle shot of a grand stone monument featuring a central bronze statue on a multi-tiered stone pedestal, set within a verdant park under a clear blue sky with scattered white clouds. Green lawn and mature trees surround the structure, and a curved paved pathway encircles the monument. In the background, a neoclassical building with a dome is visible, and to the left, a modern glass skyscraper reflects sunlight. The camera begins a slow clockwise orbit around the monument, bringing the modern glass skyscraper into greater prominence while the neoclassical building remains partially visible behind the monument; details of the stone base—including a seated draped figure—become more discernible, and sun flares appear as the camera tilts slightly upward.",
+          "20-40%: Continuing the orbit, the camera moves to show the monument’s left flank and then its rear. The curved pathway remains clearly visible winding around the base, with trees framing the edges and green lawn extending toward the foreground. The modern glass skyscraper dominates the left background, while the neoclassical building with the dome peeks from behind trees on the right in the earlier part of this segment; by mid-segment, the neoclassical building is temporarily obscured by trees as the central statue appears silhouetted against the bright blue sky. The sculpted allegorical figures on the stone base—including a gesturing form—are shown in profile and then from behind, emphasizing their placement and posture.",
+          "40-60%: The camera progresses to the right side of the monument, beginning to reveal the front again. The green lawn and trees remain consistent in foreground and background, with sunlight casting long shadows that enhance the texture of the stone base and sculpted figures. The neoclassical building with the dome re-emerges in the background, now more centered, while the modern glass skyscraper remains visible on the far right edge of the frame. As the orbit continues, the central statue is framed between the neoclassical building and the modern skyscraper, and the curved pathway curves gracefully around the base, guiding the eye through the landscape; sculpted figures are illuminated by direct sunlight, revealing fine details in drapery and posture.",
+          "60-80%: Approaching the final quarter, the camera tilts upward briefly to emphasize the central statue against the blue sky with clouds, then lowers to capture the full stone base with sculpted figures from a three-quarter angle. The green lawn and trees frame the scene symmetrically. The neoclassical building with the dome is fully visible behind the monument, and the modern glass skyscraper appears on the left, completing the architectural contrast. Sun flares occasionally streak across the lens, and the camera maintains a smooth, continuous motion, alternating between low-angle shots dramatizing scale and eye-level views integrating the urban context.",
+          "80-100%: The camera completes its 360-degree orbit, returning to the initial framing: the central statue on pedestal is centered once again, surrounded by the curved pathway, green lawn, and trees. The blue sky with clouds remains overhead, and both the modern glass skyscraper and the neoclassical building with the dome are visible in their original positions. The stone base with sculpted figures is clearly detailed, and the entire scene is bathed in golden afternoon light. The video ends with a lingering shot that encapsulates the harmony between nature, historic sculpture, and modern cityscape, enriched by the full spatial context gained through the full rotation."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a wide-angle shot of a grand stone monument featuring a central statue on a pedestal, set within a verdant park. Green lawn and tall trees surround the structure under a clear blue sky with wispy clouds. A curved pathway encircles the monument. In the background, a neoclassical building with a dome is visible, and to the left, a modern glass skyscraper reflects the sunlight. The camera begins a slow clockwise pan around the monument.",
+          "Part 2/8: Continuing the orbit, the camera moves slightly left, bringing the modern glass skyscraper into greater prominence while the neoclassical building remains partially visible behind the monument. The central statue looms large against the blue sky. Details of the stone base with sculpted figures — including a seated draped figure — become more discernible. Sunlight creates lens flares as the camera tilts slightly upward, highlighting the monument’s verticality.",
+          "Part 3/8: The camera continues its circular motion, now positioned to show the monument’s left flank. The curved pathway is clearly visible winding around the base. Trees frame the edges of the shot, and the green lawn extends toward the foreground. The modern glass skyscraper dominates the left background, while the neoclassical building with the dome peeks from behind the trees on the right. The sculpted figures on the stone base are shown in profile.",
+          "Part 4/8: Midway through the orbit, the camera focuses on the rear of the monument. The central statue appears silhouetted against the bright blue sky. The stone base’s sculpted figures — including a gesturing allegorical figure — are now seen from behind. The curved pathway continues to curve around the structure. The neoclassical building with the dome is temporarily obscured by trees, while the modern glass skyscraper remains visible to the far left.",
+          "Part 5/8: The camera moves to the right side of the monument, beginning to reveal the front again. The green lawn and trees remain consistent in the foreground and background. The sun casts long shadows, enhancing the texture of the stone base and sculpted figures. The neoclassical building with the dome re-emerges in the background, now more centered. The modern glass skyscraper is still visible on the far right edge of the frame.",
+          "Part 6/8: The camera continues its clockwise arc, now showing the monument’s right flank. The central statue on pedestal is framed between the neoclassical building with the dome and the modern glass skyscraper. The curved pathway curves gracefully around the base, leading the eye through the green lawn. The sculpted figures on the stone base are illuminated by direct sunlight, revealing fine details in their drapery and posture.",
+          "Part 7/8: As the camera approaches the final quarter of its orbit, it tilts upward briefly to emphasize the central statue against the blue sky with clouds. Then it lowers to capture the full stone base with sculpted figures, now viewed from a three-quarter angle. The green lawn and trees frame the scene symmetrically. The neoclassical building with the dome is fully visible behind the monument, and the modern glass skyscraper appears on the left, completing the architectural contrast.",
+          "Part 8/8: The camera completes its 360-degree orbit, returning to the initial framing. The central statue on pedestal is centered once again, surrounded by the curved pathway, green lawn, and trees. The blue sky with clouds remains overhead, and both the modern glass skyscraper and the neoclassical building with the dome are visible in their original positions. The video ends with a lingering shot that encapsulates the harmony between nature, history, and modernity."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Does the neoclassical building with the dome reappear in the same relative position after the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "bd21aa13de5a6f5630a835d3f7f10341e17f7d29b1f0bd05aab54fee50e423dc_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the central statue maintain the same identity throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:01:38.250185"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the consistency requirement for the sculpted figures at the base?",
+          "options": [
+            "A. They should appear differently depending on the angle",
+            "B. They must retain their original appearance when revealed again",
+            "C. They can be replaced with new figures during the orbit",
+            "D. Their identities may change based on lighting"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:01:38.250219"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Should the stone base of the monument maintain its structural integrity across all views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:01:38.250232"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What happens to the geometric structure of the monument when viewed from different angles?",
+          "options": [
+            "A. It should appear distorted due to perspective",
+            "B. It should remain structurally consistent",
+            "C. It can change shape slightly to match lighting",
+            "D. It may collapse in certain views"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:01:38.250239"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera return to the exact initial framing after completing the orbit?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:01:38.250248"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which element must remain consistent when the camera completes its loop?",
+          "options": [
+            "A. Only the central statue",
+            "B. The entire environment including buildings and sky",
+            "C. Just the pathway",
+            "D. Only the lighting"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:01:38.250256"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is the neoclassical building with dome visible again after being obscured?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:01:38.250263"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "When the neoclassical building reappears, what must remain unchanged?",
+          "options": [
+            "A. Its color and position",
+            "B. Its size but not shape",
+            "C. Its lighting but not structure",
+            "D. Only its visibility"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:01:38.250269"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the neoclassical building maintain consistent appearance when revealed after occlusion?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:01:38.250277"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "What must happen when the neoclassical building reappears after being blocked?",
+          "options": [
+            "A. It should appear smaller than before",
+            "B. It should have altered textures",
+            "C. It should match previous appearances exactly",
+            "D. It can shift position slightly"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:01:38.250283"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_fa290517f6f5102ed0544020b826762485dc7fa96f8b49c408d7d54c96dd1580"
+  },
+  {
+    "task_id": "mem_dl3dv_8b2495421084723ea2151e09fbb096adf682f541eb2a42c26ce57578b56d8a97",
+    "instance_id": "mem_dl3dv_8b2495421084723ea2151e09fbb096adf682f541eb2a42c26ce57578b56d8a97",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_8b2495421084723ea2151e09fbb096adf682f541eb2a42c26ce57578b56d8a97.mp4",
+      "total_frames": 325,
+      "fps": 15.0,
+      "duration_sec": 21.67,
+      "reference_image_path": "inference_img/mem_dl3dv_8b2495421084723ea2151e09fbb096adf682f541eb2a42c26ce57578b56d8a97_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of an urban plaza featuring a black metal bench centered on a red-and-white tiled floor, surrounded by modern glass skyscrapers reflecting the sky and adjacent buildings. The camera slowly pans left, revealing a stone building adorned with majestic stone lion statues guarding its entrance, while a balustrade railing runs along the edge of the elevated plaza. As the camera continues to circle around the bench, it captures reflections in the glass building’s facade, including passing clouds and nearby architecture. A classic streetlamp stands near the railing, adding to the civic aesthetic. The camera then tilts upward slightly to emphasize the towering glass skyscraper before sweeping right to show another angle of the plaza, where additional benches and trash receptacles are visible. Continuing from this vantage point, the camera circles back toward the initial position, capturing the interplay of light and shadow across the geometric tiles and highlighting the contrast between classical stone architecture and sleek modern glass. Finally, the camera zooms in gently on the black metal bench as it completes its circular path, ending with a close-up that emphasizes the bench’s ornate armrests and slatted back, framed against the backdrop of the reflective glass skyscraper and distant stone building with statues."
+        ],
+        "level_2": [
+          "The video opens with a wide shot of a black metal bench situated on a red-and-white tiled plaza floor, flanked by modern glass skyscrapers whose reflective surfaces mirror the surrounding cityscape. The camera begins a slow pan to the left, revealing a grand stone building with imposing stone lion statues at its entrance and a decorative balustrade railing lining the plaza’s perimeter. A streetlamp stands sentinel near the railing, contributing to the urban elegance. The camera movement is smooth and deliberate, establishing the spatial relationship between the bench, the statues, and the reflective glass building.",
+          "Continuing from the previous segment, the camera now sweeps rightward, circling behind the bench to capture the full expanse of the plaza. Reflections in the glass skyscraper shimmer with moving clouds and nearby structures, enhancing the sense of depth and dynamism. Additional benches and public amenities like trash bins appear in the background as the camera glides past them. The stone building with statues remains visible in the distance, anchoring the scene with historical gravitas. The red-and-white tiled pattern beneath the bench becomes more prominent as the camera lowers slightly, emphasizing texture and geometry.",
+          "Finally, the camera completes its circular motion around the black metal bench, returning to a frontal perspective. It tilts upward briefly to re-emphasize the towering glass skyscraper and its mirrored reflections, then gently zooms in for a detailed close-up of the bench’s craftsmanship — its curved armrests and slatted back — set against the backdrop of the stone building with statues and the expansive plaza. The lighting remains bright and natural, suggesting midday, and the entire sequence maintains a serene, almost meditative rhythm, underscoring the harmony between classical and contemporary urban design elements."
+        ],
+        "level_3": [
+          "0-20%: The video starts with a static wide shot of a black metal bench centered on a red-and-white tiled plaza floor. Behind it, a modern glass skyscraper reflects the blue sky and surrounding buildings. To the left, a stone building with large columns and stone lion statues is partially visible. A balustrade railing runs along the edge of the plaza, separating it from the street below. The camera begins a slow leftward pan, bringing the stone lion statues into full view atop their pedestals beside the grand stone building. The balustrade railing extends across the frame, and a classic streetlamp appears near the railing’s corner. The red-and-white tile pattern dominates the foreground, creating strong visual lines that guide the eye toward the architectural elements.",
+          "20-40%: Continuing the leftward pan, the camera reveals more of the stone building’s façade and the full majesty of the lion statues. Reflections in the glass skyscraper shift subtly as the camera moves, showing distorted images of nearby buildings and clouds. The black metal bench remains centered in the lower third of the frame, serving as a visual anchor throughout the movement. The camera now begins to arc around the back of the bench, shifting perspective to reveal the opposite side of the plaza. More benches and trash receptacles come into view, arranged symmetrically along the balustrade. The glass skyscraper looms overhead, its reflective surface capturing dynamic sky patterns. The stone building with statues is now visible in the background, maintaining continuity.",
+          "40-60%: As the camera continues its circular motion, it captures the interplay of light and shadow on the red-and-white tiled floor. The black metal bench is now viewed from behind, its slats and ornate legs clearly visible. Reflections in the glass building become more pronounced, showing the movement of clouds and the silhouette of distant towers. The balustrade railing curves gracefully along the plaza’s edge. The camera sweeps further right, completing more than half its circular path. The stone building with statues reappears in the distance, framed by the glass skyscraper’s reflection. A second streetlamp comes into view near the railing, echoing the first. The red-and-white tile pattern creates rhythmic diagonals across the frame, reinforcing the plaza’s geometric design.",
+          "60-80%: Now nearing the end of its arc, the camera positions itself slightly to the right of the bench’s original front-facing angle. The black metal bench is again central, but now seen from a three-quarter rear perspective. The glass skyscraper fills the upper frame, its reflections shimmering with ambient light. The balustrade railing and stone lion statues remain visible in the periphery, ensuring visual cohesion. The camera tilts upward briefly to re-emphasize the towering glass skyscraper and its mirrored reflections, then begins to move back toward the initial frontal position, maintaining the circular trajectory and highlighting the contrast between classical stone architecture and sleek modern glass.",
+          "80-100%: Finally, the camera gently zooms in on the black metal bench, focusing on its intricate armrests and slatted back. The red-and-white tiled floor stretches out beneath it, while the glass skyscraper and stone building with statues form a layered backdrop. The lighting is bright and even, suggesting midday sun. The video ends with this intimate close-up, leaving the viewer with a sense of quiet urban beauty and architectural harmony."
+        ],
+        "level_4": [
+          "The video starts with a static wide shot of a black metal bench centered on a red-and-white tiled plaza floor. Behind it, a modern glass skyscraper reflects the blue sky and surrounding buildings. To the left, a stone building with large columns and stone lion statues is partially visible. A balustrade railing runs along the edge of the plaza, separating it from the street below.",
+          "The camera begins a slow leftward pan, bringing the stone lion statues into full view atop their pedestals beside the grand stone building. The balustrade railing extends across the frame, and a classic streetlamp appears near the railing’s corner. The red-and-white tile pattern dominates the foreground, creating strong visual lines that guide the eye toward the architectural elements.",
+          "Continuing the leftward pan, the camera reveals more of the stone building’s façade and the full majesty of the lion statues. Reflections in the glass skyscraper shift subtly as the camera moves, showing distorted images of nearby buildings and clouds. The black metal bench remains centered in the lower third of the frame, serving as a visual anchor throughout the movement.",
+          "The camera now begins to arc around the back of the bench, shifting perspective to reveal the opposite side of the plaza. More benches and trash receptacles come into view, arranged symmetrically along the balustrade. The glass skyscraper looms overhead, its reflective surface capturing dynamic sky patterns. The stone building with statues is now visible in the background, maintaining continuity.",
+          "As the camera continues its circular motion, it captures the interplay of light and shadow on the red-and-white tiled floor. The black metal bench is now viewed from behind, its slats and ornate legs clearly visible. Reflections in the glass building become more pronounced, showing the movement of clouds and the silhouette of distant towers. The balustrade railing curves gracefully along the plaza’s edge.",
+          "The camera sweeps further right, completing more than half its circular path. The stone building with statues reappears in the distance, framed by the glass skyscraper’s reflection. A second streetlamp comes into view near the railing, echoing the first. The red-and-white tile pattern creates rhythmic diagonals across the frame, reinforcing the plaza’s geometric design.",
+          "Now nearing the end of its arc, the camera positions itself slightly to the right of the bench’s original front-facing angle. The black metal bench is again central, but now seen from a three-quarter rear perspective. The glass skyscraper fills the upper frame, its reflections shimmering with ambient light. The balustrade railing and stone lion statues remain visible in the periphery, ensuring visual cohesion.",
+          "Finally, the camera gently zooms in on the black metal bench, focusing on its intricate armrests and slatted back. The red-and-white tiled floor stretches out beneath it, while the glass skyscraper and stone building with statues form a layered backdrop. The lighting is bright and even, suggesting midday sun. The video ends with this intimate close-up, leaving the viewer with a sense of quiet urban beauty and architectural harmony."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the black metal bench still centered in the frame when the camera returns to its starting position?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "bbf8c5ad205b3ac0f25a9da09048b54b1b47a2240e62b9635ac0de5fe7f1b118_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Are the stone lion statues visible to the right of the bench during the camera’s forward movement?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "bbf8c5ad205b3ac0f25a9da09048b54b1b47a2240e62b9635ac0de5fe7f1b118_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the black metal bench remain the same object throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507306"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the bench's role in the video?",
+          "options": [
+            "A. A transient decorative element",
+            "B. A focal point that remains consistent across views",
+            "C. An object that changes form with camera angle",
+            "D. A background element only visible briefly"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507341"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the bench’s shape change when viewed from behind versus the front?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507353"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "What feature of the bench must remain geometrically consistent during the camera arc?",
+          "options": [
+            "A. Its color",
+            "B. Its slatted back and curved armrests",
+            "C. Its position on the floor",
+            "D. Its reflection in glass"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507360"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the camera complete a 360-degree rotation around the bench?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507368"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What must be preserved when the camera returns to the original viewpoint?",
+          "options": [
+            "A. Only the bench’s appearance",
+            "B. The relative positions of the buildings and sky",
+            "C. The lighting direction and shadow patterns",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507375"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Do the reflections in the glass building show the correct surrounding environment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507382"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "Which of the following should appear in the glass building’s reflection when the camera pans left?",
+          "options": [
+            "A. The stone lion statues",
+            "B. The red-and-white tiled floor",
+            "C. The sky and adjacent buildings",
+            "D. The camera itself"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507389"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the stone building with lion statues reappear in the same state when seen again?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507396"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When the stone building reappears after occlusion, what must remain consistent?",
+          "options": [
+            "A. Its color and texture",
+            "B. The number and position of lion statues",
+            "C. Its relative distance from the bench",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507403"
+        },
+        {
+          "question": "Is the black metal bench still centered in the frame when the camera returns to its starting position?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "13",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Are the stone lion statues visible to the right of the bench during the camera’s forward movement?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "14",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the black metal bench remain the same object throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507306"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the bench's role in the video?",
+          "options": [
+            "A. A transient decorative element",
+            "B. A focal point that remains consistent across views",
+            "C. An object that changes form with camera angle",
+            "D. A background element only visible briefly"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507341"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Does the bench’s shape change when viewed from behind versus the front?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507353"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "What feature of the bench must remain geometrically consistent during the camera arc?",
+          "options": [
+            "A. Its color",
+            "B. Its slatted back and curved armrests",
+            "C. Its position on the floor",
+            "D. Its reflection in glass"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507360"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the camera complete a 360-degree rotation around the bench?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507368"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "What must be preserved when the camera returns to the original viewpoint?",
+          "options": [
+            "A. Only the bench’s appearance",
+            "B. The relative positions of the buildings and sky",
+            "C. The lighting direction and shadow patterns",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507375"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Do the reflections in the glass building show the correct surrounding environment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507382"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which of the following should appear in the glass building’s reflection when the camera pans left?",
+          "options": [
+            "A. The stone lion statues",
+            "B. The red-and-white tiled floor",
+            "C. The sky and adjacent buildings",
+            "D. The camera itself"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507389"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the stone building with lion statues reappear in the same state when seen again?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507396"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "When the stone building reappears after occlusion, what must remain consistent?",
+          "options": [
+            "A. Its color and texture",
+            "B. The number and position of lion statues",
+            "C. Its relative distance from the bench",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507403"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Does the reflection in the glass skyscraper show passing clouds and nearby buildings, as described in the prompt?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt explicitly states that reflections in the glass building’s facade include 'passing clouds and nearby architecture,' confirming that the reflected content matches real-world elements.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336768"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "Which of the following objects should be visible in the reflection of the glass skyscraper when the camera is positioned to the left of the bench?",
+          "options": [
+            "A. The black metal bench and the stone lion statues",
+            "B. Only the sky and clouds",
+            "C. The balustrade railing and streetlamp",
+            "D. The red-and-white tiled floor"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "From the left side of the bench, the stone lion statues and the bench itself are prominent in the scene; since the glass skyscraper reflects surrounding architecture, these elements should appear in the reflection. The prompt confirms reflections include nearby buildings and structures.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336807"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "Is the reflection of the stone building with lion statues visible in the glass skyscraper when the camera is on the right side of the bench?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "In Segment 6, the prompt notes that the stone building with statues reappears in the distance, framed by the glass skyscraper’s reflection. This indicates the reflection includes the stone building, matching its actual presence.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336817"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "multiple_choice",
+          "question": "When the camera is behind the bench, what should be reflected in the glass skyscraper?",
+          "options": [
+            "A. The front of the bench and the plaza entrance",
+            "B. The back of the bench and the stone building",
+            "C. The sky and clouds only",
+            "D. The balustrade railing and streetlamp"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The camera position behind the bench (Segment 5) faces toward the stone building and statues. Since the glass skyscraper reflects the environment opposite it, it should reflect the stone building and possibly the back of the bench, maintaining spatial accuracy.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336824"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "binary",
+          "question": "Does the reflection in the glass skyscraper include the classic streetlamp when the camera is near the left edge of the plaza?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The streetlamp appears near the railing during the leftward pan (Segment 2). Given its proximity to the reflective surface, it should be visible in the glass skyscraper’s reflection at that moment, consistent with the environment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336831"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "When the camera returns to a similar position after circling around the bench, does the reflection in the glass skyscraper remain consistent with earlier views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The camera completes a circular path and returns to a frontal perspective (Segment 7), where the same background elements—stone building, statues, and sky—are visible. The reflection must match prior scenes if the environment hasn't changed, ensuring temporal consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336841"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "If the sky changes from clear to cloudy between Segment 3 and Segment 8, how should the reflection in the glass skyscraper change?",
+          "options": [
+            "A. It should show more cloud movement and darker tones",
+            "B. It should remain unchanged as the sky was already cloudy",
+            "C. It should reflect only the bench and not the sky",
+            "D. It should mirror the interior of the building"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt describes moving clouds in the reflection, implying dynamic lighting. If the sky becomes cloudier, the reflection must update accordingly to maintain realism and temporal coherence.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336848"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Does the reflection of the stone lion statues remain visible in the glass skyscraper throughout the entire video sequence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The statues are only visible in certain camera angles (e.g., Segments 2–3 and 6–7). When the camera moves away from their line of sight, they should no longer appear in the reflection. Thus, their presence in the reflection is time-dependent.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336854"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "multiple_choice",
+          "question": "When the camera first sees the stone building with lion statues (Segment 2), and later sees it again in the background (Segment 4), what should be true about the reflection in the glass skyscraper?",
+          "options": [
+            "A. The reflection should show the same architectural details both times",
+            "B. The reflection should only show the bench",
+            "C. The reflection should show the sky but not the building",
+            "D. The reflection should be distorted differently due to camera angle"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The stone building remains structurally unchanged. If the camera returns to a similar viewing angle, the reflection should display consistent architectural features, assuming no environmental changes.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336861"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "binary",
+          "question": "Does the reflection in the glass skyscraper update when the camera moves past the trash receptacles in Segment 4?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "As the camera moves, new objects like trash bins enter the field of view. The reflective surface should incorporate them into the reflection when they come into alignment with the glass's orientation, ensuring temporal updates.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336868"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "As the camera pans left, does the reflection in the glass skyscraper shift to show the stone building and lion statues?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The camera’s leftward movement brings the stone building into view (Segment 2), so the reflection in the glass skyscraper should dynamically adjust to include this structure based on the changing viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336875"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "When the camera is directly behind the bench, which direction should the reflection in the glass skyscraper face?",
+          "options": [
+            "A. Toward the stone building with lion statues",
+            "B. Toward the street below the plaza",
+            "C. Toward the initial camera position",
+            "D. Toward the sky only"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "From behind the bench, the camera looks toward the stone building. The glass skyscraper reflects the environment opposite it, so it should reflect the stone building and its surroundings, aligning with the current viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336881"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "When the camera completes its circular motion and returns to the original position, does the reflection in the glass skyscraper show the same sky and building layout as at the start?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Returning to the initial position (Segment 8) means the same spatial relationship exists. Therefore, the reflection should mirror the original scene, maintaining viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336888"
+          }
+        },
+        {
+          "question_id": "38",
+          "type": "multiple_choice",
+          "question": "As the camera sweeps right from behind the bench, how should the reflection in the glass skyscraper change?",
+          "options": [
+            "A. It should show less of the stone building and more of the sky",
+            "B. It should reflect the bench’s back and the trash bins",
+            "C. It should show the streetlamp and railing clearly",
+            "D. It should remain static regardless of camera movement"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Sweeping right reduces the visibility of the stone building and increases exposure to open sky. The reflection should adapt to this shift in perspective, showing a broader sky view and less of the building.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336894"
+          }
+        },
+        {
+          "question_id": "39",
+          "type": "binary",
+          "question": "Does the reflection in the glass skyscraper show the correct relative position of the black metal bench when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The bench is consistently centered or anchored in the frame across segments. Its reflection in the glass should appear in the correct location relative to the viewer’s position, preserving spatial logic.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336900"
+          }
+        },
+        {
+          "question_id": "40",
+          "type": "multiple_choice",
+          "question": "When the camera is at the far left of the plaza, which part of the environment should be most prominent in the glass skyscraper’s reflection?",
+          "options": [
+            "A. The red-and-white tiled floor",
+            "B. The stone lion statues and building",
+            "C. The sky and clouds only",
+            "D. The back of the bench"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "At the far left, the stone building and lion statues dominate the foreground. Their proximity and visibility mean they should be the most prominent elements in the reflection, reflecting the actual scene accurately.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336906"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_8b2495421084723ea2151e09fbb096adf682f541eb2a42c26ce57578b56d8a97"
+  },
+  {
+    "task_id": "mem_dl3dv_03b2e3fb03fd24c0aff0c5f90b57cb735d3ff9637aa549a2dc2f7bcdad5a040d",
+    "instance_id": "mem_dl3dv_03b2e3fb03fd24c0aff0c5f90b57cb735d3ff9637aa549a2dc2f7bcdad5a040d",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_03b2e3fb03fd24c0aff0c5f90b57cb735d3ff9637aa549a2dc2f7bcdad5a040d.mp4",
+      "total_frames": 350,
+      "fps": 15.0,
+      "duration_sec": 23.33,
+      "reference_image_path": "inference_img/mem_dl3dv_03b2e3fb03fd24c0aff0c5f90b57cb735d3ff9637aa549a2dc2f7bcdad5a040d_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle shot of a cozy, well-lit living room featuring a white metal ironing board positioned centrally in the frame, covered with a floral-patterned fabric. The camera slowly pans clockwise around the ironing board, revealing a beige sectional sofa adorned with a patterned blanket and multiple throw pillows to the left. Behind the sofa, a large flat-screen TV mounted on a black TV stand displays a vibrant cityscape scene. To the right, a matching beige armchair holds an orange pillow and sits beside a tall floor lamp near a window draped with sheer curtains. As the camera continues its circular motion, the kitchen counter becomes visible in the background through an open-plan layout, showing bar stools and modern appliances. On the wall above the sofa, several framed photos are neatly arranged. The camera tilts slightly upward and downward during the pan, emphasizing the ironing board’s structure and the decorative patterns on its cover. The movement is smooth and continuous, ensuring every landmark is captured: the TV displaying cityscape, black TV stand, beige sofa with patterned blanket, kitchen counter visible in background, armchair with orange pillow, wall-mounted framed photos, ironing board center frame, floor lamp near window, beige sectional sofa, and ironing board with floral-patterned cover. Finally, the camera completes its 360-degree orbit, returning to the initial angle, reinforcing the spatial relationships and symmetry of the room while maintaining consistent lighting and depth throughout."
+        ],
+        "level_2": [
+          "The video begins with a slow clockwise pan around a central white metal ironing board covered with a floral-patterned fabric. In the first third, the camera reveals a beige sectional sofa with a patterned blanket and throw pillows to the left, while a large flat-screen TV on a black TV stand displays a cityscape behind it. A floor lamp stands near a window with sheer curtains to the far right, and wall-mounted framed photos line the wall above the sofa. The camera smoothly transitions, capturing the ironing board's position as the focal point while introducing the armchair with an orange pillow entering the frame from the right.",
+          "Continuing from the previous segment, the camera pans further clockwise, bringing the beige armchair with the orange pillow into full view alongside the floor lamp near the window. The kitchen counter becomes visible in the background through the open-plan layout, showing bar stools and modern appliances. The ironing board remains centered, its floral cover and structural legs clearly visible. The camera tilts slightly to emphasize the height and texture of the ironing board while maintaining visibility of the TV displaying the cityscape and the black TV stand beneath it. The beige sectional sofa remains partially in view on the left, anchoring the scene’s continuity.",
+          "Finally, the camera completes its circular motion, returning to the initial framing. The ironing board with its floral-patterned cover remains the centerpiece, now viewed from the opposite side. The beige sectional sofa reappears prominently on the left, its patterned blanket and pillows fully visible. The TV still displays the cityscape atop the black TV stand, and the wall-mounted framed photos remain in place above the sofa. The armchair with the orange pillow and the floor lamp near the window are now seen from behind, completing the spatial loop. The kitchen counter in the background is briefly revisited as the camera tilts slightly downward before stabilizing, ensuring all mandatory landmarks have been visually reinforced in their spatial context."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle shot focused on a white metal ironing board centered in the frame, covered with a floral-patterned fabric. To the left, a beige sectional sofa with a patterned blanket and throw pillows is partially visible. Behind it, a large flat-screen TV on a black TV stand displays a cityscape, and wall-mounted framed photos appear above the sofa. The camera begins a slow clockwise pan, tilting slightly upward to capture the top edge of the ironing board and the framed photos more clearly.",
+          "20-40%: Continuing the pan, the camera reveals more of the beige sectional sofa and the TV displaying the cityscape, with the black TV stand remaining visible beneath. The ironing board stays centered, its legs and floral cover detailed. The camera moves further clockwise, bringing a beige armchair with an orange pillow into view on the right, alongside a tall floor lamp near a window with sheer curtains. The kitchen counter in the background begins to come into view through the open-plan layout.",
+          "40-60%: The pan continues, now fully showcasing the armchair with the orange pillow and the floor lamp near the window; the kitchen counter in the background is clearly visible, showing bar stools and modern appliances. The ironing board remains the visual anchor, with its structure and floral cover prominent. The camera tilts slightly downward to emphasize the base of the ironing board and the carpeted floor. As the motion progresses, the beige sectional sofa reappears on the left, its patterned blanket and pillows visible again, and the TV and black TV stand are seen from a new angle, with the wall-mounted framed photos still in view above the sofa.",
+          "60-80%: The camera continues its circular motion, capturing the ironing board from a rear-three-quarter view. The kitchen counter remains visible in the background, and the armchair with the orange pillow is now seen from behind, while the floor lamp near the window stays in frame. The camera maintains steady focus on the ironing board’s floral cover and metallic legs. The pan nears completion, bringing the front of the ironing board back into view, with the beige sectional sofa dominating the left side of the frame, its patterned blanket and pillows clearly displayed. The TV on the black TV stand continues to show the cityscape, and the wall-mounted framed photos are once again aligned above the sofa.",
+          "80-100%: Finally, the camera returns to the initial starting angle, completing the 360-degree orbit. The ironing board with its floral-patterned cover is centered, flanked by the beige sectional sofa on the left and the armchair with the orange pillow on the right. The TV displaying the cityscape, black TV stand, kitchen counter in the background, floor lamp near the window, and wall-mounted framed photos are all visually reaffirmed in their spatial positions. The camera stabilizes after a slight downward tilt, ensuring full continuity and completeness of the scene with consistent lighting and depth."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle shot focused on a white metal ironing board centered in the frame, covered with a floral-patterned fabric. To the left, a beige sectional sofa with a patterned blanket and throw pillows is partially visible. Behind it, a large flat-screen TV on a black TV stand displays a cityscape. Wall-mounted framed photos appear above the sofa. The camera begins a slow clockwise pan.",
+          "Part 2/8: Continuing the pan, the camera reveals more of the beige sectional sofa and the TV displaying the cityscape. The black TV stand remains visible beneath. The ironing board stays centered, its legs and floral cover detailed. The camera angle tilts slightly upward, capturing the top edge of the ironing board and the framed photos more clearly.",
+          "Part 3/8: The camera moves further clockwise, bringing a beige armchair with an orange pillow into view on the right. A tall floor lamp near a window with sheer curtains appears beside the armchair. The ironing board remains central, its floral pattern prominent. The kitchen counter in the background begins to come into view through the open-plan layout.",
+          "Part 4/8: The pan continues, now fully showcasing the armchair with the orange pillow and the floor lamp near the window. The kitchen counter in the background is clearly visible, showing bar stools and modern appliances. The ironing board’s structure and floral cover remain the visual anchor. The camera tilts slightly down to emphasize the base of the ironing board and the carpeted floor.",
+          "Part 5/8: The camera pans further, now revealing the backside of the ironing board. The beige sectional sofa reappears on the left, its patterned blanket and pillows visible again. The TV displaying the cityscape and the black TV stand are seen from a new angle. The wall-mounted framed photos remain in view above the sofa.",
+          "Part 6/8: Continuing the circular motion, the camera captures the ironing board from a rear-three-quarter view. The kitchen counter is still visible in the background, and the armchair with the orange pillow is now seen from behind. The floor lamp near the window remains in frame. The camera maintains steady focus on the ironing board’s floral cover and metallic legs.",
+          "Part 7/8: The camera nears completion of its 360-degree orbit, bringing the front of the ironing board back into view. The beige sectional sofa dominates the left side of the frame, with its patterned blanket and pillows clearly displayed. The TV on the black TV stand continues to show the cityscape. The wall-mounted framed photos are once again aligned above the sofa.",
+          "Part 8/8: Finally, the camera returns to the initial starting angle, completing the circular pan. The ironing board with its floral-patterned cover is centered, flanked by the beige sectional sofa on the left and the armchair with the orange pillow on the right. The TV displaying the cityscape, black TV stand, kitchen counter in the background, floor lamp near the window, and wall-mounted framed photos are all visually reaffirmed in their spatial positions, ensuring full continuity and completeness of the scene."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the beige sofa with the patterned blanket still visible on the left side when the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "b347867d8528dbf70f534703ef3dbf118d3a315f9396c4b8b41db40136d776c9_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Are the wall-mounted framed photos visible above the sofa throughout the camera’s movement?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "b347867d8528dbf70f534703ef3dbf118d3a315f9396c4b8b41db40136d776c9_1_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the ironing board retain its white metal structure and floral-patterned cover throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:10.613791"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the ironing board's consistency across the video?",
+          "options": [
+            "A. The ironing board changes to wooden in later segments",
+            "B. The ironing board remains consistently white metal with floral cover",
+            "C. The floral pattern disappears in the final segment",
+            "D. The ironing board becomes transparent during the pan"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:10.613827"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the ironing board’s structure (legs, height) consistently depicted across all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:10.613839"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "What happens to the ironing board’s structure when viewed from behind in Part 6/8?",
+          "options": [
+            "A. It appears distorted",
+            "B. Its metallic legs remain visible",
+            "C. It collapses into a flat surface",
+            "D. It vanishes from view"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:10.613846"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the floral-patterned fabric on the ironing board appear consistent in texture and pattern across all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:10.613853"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "How is the ironing board’s cover described in the final segment?",
+          "options": [
+            "A. Plain white",
+            "B. Floral-patterned fabric",
+            "C. Blue checkered",
+            "D. Not visible"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:10.613860"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree pan and return to the initial framing?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:10.613867"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "What must be preserved at the end of the video to satisfy horizontal loop memory?",
+          "options": [
+            "A. Only the ironing board",
+            "B. All landmarks in their original positions",
+            "C. The camera tilt only",
+            "D. The lighting intensity"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:10.613873"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the kitchen counter remain consistent in appearance when revisited in the final segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:10.613880"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the initial view, what should be true about the background?",
+          "options": [
+            "A. It shows new objects not seen before",
+            "B. It matches the original layout",
+            "C. It is darker than before",
+            "D. It is partially obscured"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:10.613887"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_03b2e3fb03fd24c0aff0c5f90b57cb735d3ff9637aa549a2dc2f7bcdad5a040d"
+  },
+  {
+    "task_id": "mem_dl3dv_bafe35be4993582f4897ba101902ddf424b3c6c0e2b98d8ca8b40ba2814c535c",
+    "instance_id": "mem_dl3dv_bafe35be4993582f4897ba101902ddf424b3c6c0e2b98d8ca8b40ba2814c535c",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_bafe35be4993582f4897ba101902ddf424b3c6c0e2b98d8ca8b40ba2814c535c.mp4",
+      "total_frames": 421,
+      "fps": 15.0,
+      "duration_sec": 28.07,
+      "reference_image_path": "inference_img/mem_dl3dv_bafe35be4993582f4897ba101902ddf424b3c6c0e2b98d8ca8b40ba2814c535c_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a low-angle shot of a black office chair spinning slowly on a beige carpeted floor in a cozy living room. The chair is completely covered by a patterned fabric featuring large circles in shades of purple, beige, and white. As the chair rotates clockwise, the camera follows its motion, revealing more of the room: a beige sectional sofa draped with a gray blanket featuring leaf patterns, a red ergonomic office chair in the background near a window with sheer curtains, and a large flat-screen TV mounted on a black TV stand displaying a bright cityscape. A tall floor lamp stands beside the sofa, casting soft ambient light. The camera continues to orbit around the spinning chair, occasionally tilting upward to show the fabric billowing slightly as it turns, then dipping down to reveal the black five-star base and wheels rolling smoothly over the plush carpet. Continuing from this motion, the camera pans left to capture the full layout — including a small side table next to the sofa, framed pictures on the wall, and the TV stand’s sleek design with visible speakers and media devices. The chair keeps rotating, now offering views of the opposite wall where another armchair and shelving unit are visible. Finally, the camera moves closer, zooming in on the textured fabric as it swirls around the chair’s contours, then pulls back slightly to frame the entire scene once more — the spinning chair at center, surrounded by the warm domestic setting, with the cityscape still glowing on the TV screen and the red office chair and beige sofa anchoring the composition."
+        ],
+        "level_2": [
+          "The video begins with a close-up low-angle view of a black office chair spinning slowly on a beige carpeted floor. The chair is fully enveloped in a colorful patterned fabric with large circular motifs in purple, beige, and white. As the chair rotates clockwise, the camera orbits around it, gradually revealing the surrounding living room: a beige sectional sofa covered with a gray leaf-patterned blanket, a red ergonomic office chair positioned near a window with sheer curtains, and a large TV on a black TV stand displaying a vibrant cityscape. A floor lamp stands beside the sofa, contributing to the room’s warm lighting. The camera movement is smooth and continuous, tracking the chair’s rotation while keeping the background elements consistently in frame.",
+          "Continuing from the previous segment, the camera maintains its orbital path around the spinning chair, now capturing additional details of the environment. The black chair base and its five caster wheels are clearly visible as they glide across the carpet. The camera tilts downward briefly to emphasize the chair’s mechanics before rising again to show the TV screen’s cityscape and the black TV stand beneath it. The beige sectional sofa remains prominent in the background, along with the red ergonomic chair and the floor lamp. Framed artwork on the walls and a small side table next to the sofa become more noticeable as the camera circles. The patterned fabric continues to drape dynamically over the chair, catching light and shadow as it spins.",
+          "Finally, the camera moves in for a tighter shot of the fabric-covered chair as it completes its rotation, highlighting the texture and flow of the material. It then pulls back slightly to reframe the entire scene — the chair centered in the room, surrounded by the beige sectional sofa, the red office chair, and the TV on its black stand still displaying the cityscape. The carpeted flooring extends throughout the space, enhancing the cozy atmosphere. The camera lingers on this final composition, allowing viewers to absorb the full context: the interplay between the moving chair, the static furniture, and the ambient lighting from the floor lamp and TV screen. The video ends with the chair still gently rotating, the fabric softly swaying, and all mandatory landmarks — red office chair, TV displaying cityscape, carpeted floor, black TV stand, beige sofa with patterned blanket, TV on black stand, red ergonomic chair, floor lamp, carpeted flooring, patterned fabric covering chair, beige sectional sofa, black chair base and wheels — clearly present and visually cohesive."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle shot of a black office chair spinning slowly on a beige carpeted floor. The chair is entirely wrapped in a patterned fabric featuring large circles in purple, beige, and white. As the chair rotates clockwise, the camera begins orbiting it, revealing the background: a beige sectional sofa draped with a gray leaf-patterned blanket, a red ergonomic office chair near a window with sheer curtains, and a tall floor lamp beside the sofa casting soft ambient light.",
+          "20-40%: Continuing its orbital path, the camera reveals more of the room: a large flat-screen TV mounted on a black TV stand displaying a bright cityscape. The camera tilts downward to show the black five-star base and caster wheels gliding smoothly over the carpet, then rises again to reframe the TV screen and surrounding furniture. Framed pictures on the wall and a small side table next to the sofa become visible as the camera circles, while the patterned fabric billows slightly with each rotation.",
+          "40-60%: The camera moves closer, zooming in on the texture and flow of the fabric as it wraps around the chair’s contours, highlighting the interplay of colors and shapes. The rotation slows slightly, allowing appreciation of the material’s movement. In the periphery, the red office chair, beige sectional sofa, and floor lamp remain visible, anchoring the scene. The black TV stand with speakers and media devices is also clearly seen as the camera maintains its smooth tracking motion.",
+          "60-80%: Pulling back slightly, the camera captures a wider view of the living room, emphasizing the spatial relationship among the spinning chair, TV on its black stand, sofa, and red office chair. The floor lamp’s warm glow complements the ambient light from the TV screen. The camera then refocuses on the chair’s base and wheels, underscoring their smooth movement across the carpet, while the fabric continues to sway gracefully. Background elements—including the leaf-patterned blanket and framed wall art—remain consistently present.",
+          "80-100%: The camera frames the entire scene one final time: the spinning chair centered in the room, surrounded by the beige sectional sofa with blanket, red ergonomic chair, black TV stand displaying the cityscape, floor lamp, and carpeted flooring. All mandatory landmarks are cohesively integrated: black chair base and wheels, patterned fabric covering the chair, TV on black stand, red office chair, beige sofa, carpeted floor, and ambient lighting. The video ends with the chair still rotating gently and the fabric softly flowing."
+        ],
+        "level_4": [
+          "The video opens with a low-angle shot of a black office chair spinning slowly on a beige carpeted floor. The chair is entirely wrapped in a patterned fabric with large circles in purple, beige, and white. In the background, a beige sectional sofa with a gray leaf-patterned blanket is visible, along with a red ergonomic office chair near a window with sheer curtains. The camera begins to orbit the chair clockwise.",
+          "As the chair continues to rotate, the camera reveals more of the room: a large TV on a black TV stand displaying a bright cityscape. A tall floor lamp stands beside the sofa, illuminating the area. The camera tracks the chair’s motion closely, maintaining focus on the swirling fabric while keeping the red office chair and TV in the background.",
+          "The camera tilts downward, showing the black five-star base and caster wheels of the office chair gliding smoothly over the carpeted flooring. It then rises slightly to capture the TV screen’s cityscape again, emphasizing the contrast between the dynamic chair and the static urban image. The beige sectional sofa and red ergonomic chair remain anchored in the frame.",
+          "Continuing its orbit, the camera pans left to reveal a small side table beside the sofa and framed pictures hanging on the wall. The patterned fabric covering the chair billows slightly with each rotation. The black TV stand and its contents — including speakers and media devices — come into clearer view as the camera circles.",
+          "The camera moves closer to the chair, zooming in on the texture of the fabric as it wraps around the chair’s contours. The rotation slows slightly, allowing the viewer to appreciate the interplay of colors and shapes in the pattern. The red office chair and beige sofa remain visible in the periphery, grounding the scene.",
+          "Pulling back slightly, the camera captures a wider view of the living room, showing the spatial relationship between the spinning chair, the TV on its black stand, and the surrounding furniture. The floor lamp casts a warm glow, complementing the ambient light from the TV screen. The carpeted flooring extends throughout, adding to the room’s comfort.",
+          "The camera now focuses on the chair’s base and wheels again, emphasizing their smooth movement across the carpet. The patterned fabric continues to sway gracefully as the chair rotates. In the background, the red ergonomic chair and beige sectional sofa with its leaf-patterned blanket provide visual balance to the composition.",
+          "Finally, the camera frames the entire scene one last time: the spinning chair at center, the TV displaying the cityscape on its black stand, the beige sofa with blanket, the red office chair, the floor lamp, and the carpeted flooring. The black chair base and wheels are clearly visible, completing the visual narrative. The video ends with the chair still rotating gently, the fabric softly flowing, and all mandatory landmarks cohesively integrated into the frame."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "After the camera completes its rotation, is the beige sofa with the patterned blanket still visible in the same relative position to the chair?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "c7b29fb2cb296214d8eff84b56d6af9aa9b46dc382dc18aeaffa8b798a3ce701_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "When the camera tilts back up after focusing on the chair base, does the patterned fabric covering the chair reappear in the frame?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "c7b29fb2cb296214d8eff84b56d6af9aa9b46dc382dc18aeaffa8b798a3ce701_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "As the camera moves around the chair, does the red ergonomic chair remain consistently visible in the background?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "c7b29fb2cb296214d8eff84b56d6af9aa9b46dc382dc18aeaffa8b798a3ce701_2_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Is the floor lamp visible at multiple points during the camera's movement, confirming spatial continuity?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "c7b29fb2cb296214d8eff84b56d6af9aa9b46dc382dc18aeaffa8b798a3ce701_2_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the patterned fabric covering the chair remain consistent in color and design across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:36.373652"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the chair's appearance throughout the video?",
+          "options": [
+            "A. The chair changes color during rotation",
+            "B. The chair loses its fabric in later segments",
+            "C. The chair maintains the same patterned fabric throughout",
+            "D. The chair transforms into a different type of furniture"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:36.373685"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Is the texture of the fabric visible and consistent during close-up shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:36.373697"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What happens to the fabric texture during the zoom-in in Segment 5?",
+          "options": [
+            "A. It becomes pixelated",
+            "B. It shows detailed interplay of colors and shapes",
+            "C. It disappears",
+            "D. It changes pattern"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:36.373704"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree orbit around the chair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:36.373717"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "How does the final frame compare to the initial frame?",
+          "options": [
+            "A. The chair is in a different position",
+            "B. The background elements are rearranged",
+            "C. The scene returns to a similar composition",
+            "D. The lighting changes drastically"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:36.373724"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Do the framed pictures on the wall remain in the same location when the camera pans left?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:36.373732"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the area near the sofa, which element must be consistent?",
+          "options": [
+            "A. The blanket changes pattern",
+            "B. The side table remains in place",
+            "C. The floor lamp disappears",
+            "D. The carpet color shifts"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:36.373738"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_bafe35be4993582f4897ba101902ddf424b3c6c0e2b98d8ca8b40ba2814c535c"
+  },
+  {
+    "task_id": "mem_dl3dv_24a8010495c131df0a5adee79e0a26e7ca8d5782323c270578aa808413427164",
+    "instance_id": "mem_dl3dv_24a8010495c131df0a5adee79e0a26e7ca8d5782323c270578aa808413427164",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_24a8010495c131df0a5adee79e0a26e7ca8d5782323c270578aa808413427164.mp4",
+      "total_frames": 326,
+      "fps": 15.0,
+      "duration_sec": 21.73,
+      "reference_image_path": "inference_img/mem_dl3dv_24a8010495c131df0a5adee79e0a26e7ca8d5782323c270578aa808413427164_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a close-up, low-angle shot of an ornate brass wall sconce mounted against a textured, muted mauve wall. The sconce features two frosted glass lampshades, each shaped like an inverted bell with a slightly flared rim, glowing softly from within. At the apex of the central column is a leaf-like finial, delicately sculpted and gleaming under ambient light. The camera slowly tilts upward, revealing the full vertical structure of the sconce — its polished brass body adorned with ridged detailing and classical motifs. As the camera pans right, the curved decorative arm connecting the two lampshades comes into view, showcasing intricate horizontal grooves and fluted edges. The camera then circles back left, offering a dynamic perspective that emphasizes the symmetry and craftsmanship of the fixture. Continuing from this motion, the camera tilts downward slightly to reframe the lower portion of the sconce, highlighting the robust mounting plate and the elegant curvature of the arms extending outward. Finally, the camera pulls back slightly while rotating clockwise, capturing both lampshades in full profile as they cast a warm, diffused glow on the surrounding wall, ending with a centered composition that balances the leaf-like finial at the top, the frosted glass lampshades in the middle, and the brass decorative sconce arm anchoring the base — all elements clearly visible and harmoniously framed."
+        ],
+        "level_2": [
+          "The video starts with a low-angle close-up of an ornate brass wall sconce against a textured mauve wall. Two frosted glass lampshades glow softly, each shaped like an inverted bell. At the top of the central column is a leaf-like finial. The camera slowly tilts up, revealing the polished brass body with ridged detailing and classical motifs. The brass decorative sconce arm begins to come into view as the camera pans right.",
+          "Continuing from the previous segment, the camera completes its rightward pan, fully revealing the curved decorative arm connecting the two lampshades, showcasing its intricate horizontal grooves and fluted edges. The camera then begins to circle back left, emphasizing the symmetry of the fixture. It tilts downward slightly to reframe the lower portion, highlighting the robust mounting plate and the elegant curvature of the arms. The brass decorative sconce arm remains prominently featured throughout this motion.",
+          "Finally, the camera pulls back slightly while rotating clockwise, capturing both frosted glass lampshades in full profile as they cast a warm, diffused glow. The leaf-like finial at the top, the glowing lampshades in the center, and the brass decorative sconce arm anchoring the base are all clearly visible and harmoniously framed in the final centered composition, concluding the sequence with a balanced and detailed view of the entire fixture."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle close-up of an ornate brass wall sconce mounted against a textured mauve wall. The two frosted glass lampshades glow softly, shaped like inverted bells with flared rims. The leaf-like finial at the top of the central column is partially visible. The camera slowly tilts upward, bringing the leaf-like finial into full view — delicately sculpted and gleaming — while the polished brass body with ridged detailing becomes more prominent and the upper section of the brass decorative sconce arm begins to appear.",
+          "20-40%: Continuing the upward tilt, the camera reveals the full vertical structure of the sconce. The brass decorative sconce arm curves gracefully between the two lampshades, displaying intricate horizontal grooves and fluted edges. The frosted glass lampshades remain glowing and symmetrical. The camera then pans right, offering a side profile of the sconce; the brass decorative sconce arm is now fully visible, connecting the two lampshades with elegant curvature, and the texture of the mauve wall is subtly illuminated by the soft glow from the frosted glass lampshades.",
+          "40-60%: The camera begins to circle back left, repositioning to emphasize the symmetry of the fixture. The leaf-like finial at the top remains in frame, while the lower portion of the sconce — including the mounting plate and arm curvature — comes into focus. The camera then tilts downward slightly, reframing the lower half of the sconce. The robust mounting plate and the elegant curve of the brass decorative sconce arm are highlighted. The frosted glass lampshades continue to emit a warm, diffused light.",
+          "60-80%: The camera pulls back slightly while rotating clockwise, capturing both frosted glass lampshades in full profile. The leaf-like finial at the top and the brass decorative sconce arm anchoring the base are both clearly visible as the fixture glows warmly against the wall. This motion maintains the dynamic perspective that emphasizes symmetry and craftsmanship, with the glowing lampshades casting a warm, diffused glow on the surrounding wall.",
+          "80-100%: Finally, the camera settles into a centered, balanced composition. The leaf-like finial at the top, the glowing frosted glass lampshades in the middle, and the brass decorative sconce arm at the base are all harmoniously framed, concluding the video with a complete and detailed view of the ornate fixture. All elements — finial, lampshades, and decorative arm — are clearly visible and balanced within the frame."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle close-up of an ornate brass wall sconce mounted against a textured mauve wall. The two frosted glass lampshades glow softly, shaped like inverted bells with flared rims. The leaf-like finial at the top of the central column is partially visible.",
+          "Part 2/8: The camera slowly tilts upward, bringing the leaf-like finial into full view — delicately sculpted and gleaming. The polished brass body with ridged detailing becomes more prominent, and the upper section of the brass decorative sconce arm begins to appear.",
+          "Part 3/8: Continuing the upward tilt, the camera reveals the full vertical structure of the sconce. The brass decorative sconce arm curves gracefully between the two lampshades, displaying intricate horizontal grooves and fluted edges. The frosted glass lampshades remain glowing and symmetrical.",
+          "Part 4/8: The camera pans right, offering a side profile of the sconce. The brass decorative sconce arm is now fully visible, connecting the two lampshades with elegant curvature. The texture of the mauve wall is subtly illuminated by the soft glow from the frosted glass lampshades.",
+          "Part 5/8: The camera begins to circle back left, repositioning to emphasize the symmetry of the fixture. The leaf-like finial at the top remains in frame, while the lower portion of the sconce — including the mounting plate and arm curvature — comes into focus.",
+          "Part 6/8: The camera tilts downward slightly, reframing the lower half of the sconce. The robust mounting plate and the elegant curve of the brass decorative sconce arm are highlighted. The frosted glass lampshades continue to emit a warm, diffused light.",
+          "Part 7/8: The camera pulls back slightly while rotating clockwise, capturing both frosted glass lampshades in full profile. The leaf-like finial at the top and the brass decorative sconce arm anchoring the base are both clearly visible as the fixture glows warmly against the wall.",
+          "Part 8/8: Finally, the camera settles into a centered, balanced composition. The leaf-like finial at the top, the glowing frosted glass lampshades in the middle, and the brass decorative sconce arm at the base are all harmoniously framed, concluding the video with a complete and detailed view of the ornate fixture."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Does the leaf-like finial at the top of the sconce reappear in view when the camera tilts back up?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "d29560044b6c223d2fb866505b5be076d0b7c17ef879bc5484bcdae8815af353_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the leaf-like finial remain consistently identified as part of the central column throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:25.684057"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which component is introduced gradually and must be recognized as the same element across segments?",
+          "options": [
+            "A. The textured mauve wall",
+            "B. The leaf-like finial",
+            "C. The camera movement",
+            "D. The ambient lighting"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:25.684093"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the curvature of the decorative arm described consistently across different viewing angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:25.684105"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What aspect of the sconce's design must remain unchanged despite changing camera perspectives?",
+          "options": [
+            "A. The color of the wall",
+            "B. The number of lampshades",
+            "C. The fluted edge pattern",
+            "D. The light intensity"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:25.684112"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Are intricate surface details like horizontal grooves and fluted edges mentioned in multiple segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:25.684120"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which detail is emphasized as a key feature of the sconce’s craftsmanship?",
+          "options": [
+            "A. The warm glow",
+            "B. The brass color",
+            "C. The horizontal grooves",
+            "D. The wall texture"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:25.684126"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera move in a way that requires remembering a previously traversed path?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:25.684133"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "Which motion suggests the need for path retracing memory?",
+          "options": [
+            "A. Tilt up",
+            "B. Pan right",
+            "C. Circle back left",
+            "D. Pull back"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:25.684139"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is the background wall described as consistent across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:25.684147"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "What happens to the background when the camera pulls back in the final segment?",
+          "options": [
+            "A. It changes color",
+            "B. It becomes blurred",
+            "C. It remains textured and muted mauve",
+            "D. It disappears"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:25.684153"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_24a8010495c131df0a5adee79e0a26e7ca8d5782323c270578aa808413427164"
+  },
+  {
+    "task_id": "mem_dl3dv_2bc47d6e9895d593b3537d9b2e7f189b9a8604eda114442b8fab0e6fbbc8856d",
+    "instance_id": "mem_dl3dv_2bc47d6e9895d593b3537d9b2e7f189b9a8604eda114442b8fab0e6fbbc8856d",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_2bc47d6e9895d593b3537d9b2e7f189b9a8604eda114442b8fab0e6fbbc8856d.mp4",
+      "total_frames": 378,
+      "fps": 15.0,
+      "duration_sec": 25.2,
+      "reference_image_path": "inference_img/mem_dl3dv_2bc47d6e9895d593b3537d9b2e7f189b9a8604eda114442b8fab0e6fbbc8856d_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, low-to-the-ground shot of a cozy living room centered on a white metal ironing board with a laundry basket perched atop it. The camera slowly rotates clockwise around the ironing board, revealing beige leather sofas arranged in a U-shape, each adorned with patterned throw pillows and scattered clothing. In the background, a large flat-screen TV on a black stand displays a bright outdoor scene; to its left sits a blue exercise ball near a black side table. A tall floor lamp stands beside one sofa, casting warm light. Behind the TV, a wall is decorated with multiple framed pictures of varying sizes. To the far right, a curtained window filters daylight into the room. As the camera continues its circular motion, it dips lower, passing under the ironing board’s legs, offering an up-close view of the carpeted floor and the underside of the board. It then rises slightly, capturing the laundry basket swaying gently as the rotation persists. The camera pans upward briefly to show the ceiling before tilting back down to complete the circle, ending with a stable medium shot that frames the entire arrangement: ironing board central, sofas flanking, TV and exercise ball visible, framed wall art above, and curtains softly diffusing light from the window — all while maintaining smooth, continuous motion throughout."
+        ],
+        "level_2": [
+          "The video starts with a low-angle rotating shot around a white ironing board topped with a laundry basket, positioned in the center of a beige-carpeted living room. Beige sofas with decorative pillows and scattered laundry flank the board. In the background, a large TV on a black stand shows a nature scene; nearby, a blue exercise ball rests beside a black side table. A floor lamp illuminates the corner, and a wall covered in framed pictures looms behind the TV. A curtained window allows soft daylight to enter from the right. The camera moves smoothly clockwise, gradually revealing more of the room’s layout and furnishings.",
+          "Continuing from the initial rotation, the camera lowers its angle and passes beneath the ironing board’s legs, showing the textured carpet and structural supports. As it rises again, the laundry basket wobbles slightly due to the movement. The view sweeps past the sofas, catching glimpses of the TV screen, the blue exercise ball, and the black side table. The camera tilts upward momentarily to reveal the ceiling before descending again, keeping the ironing board as the focal point while showcasing the surrounding decor: framed wall art, floor lamp, and curtained window remain consistently visible as the camera completes half its orbit.",
+          "Finally, the camera continues its clockwise rotation, now completing the full circle around the ironing board. The perspective shifts subtly to emphasize the spatial relationship between the central board and the surrounding elements — sofas, TV on black stand, blue exercise ball, black side table, floor lamp, and wall of framed pictures. The curtained window remains visible on the right, contributing ambient lighting. The camera stabilizes at the end, offering a balanced, symmetrical composition that captures the entire scene: ironing board centered, laundry basket atop, furniture arranged neatly, and all mandatory landmarks clearly present in their respective positions, concluding with a steady, immersive view of the living room."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle, wide shot centered on a white ironing board with a laundry basket resting on top, situated in the middle of a beige-carpeted living room. Beige sofas with patterned pillows are visible on either side. In the background, a TV on a black stand displays a nature scene; a blue exercise ball is partially visible next to a black side table. A floor lamp stands near one sofa, and a wall with framed pictures is seen behind the TV. A curtained window allows daylight to filter in from the right. The camera begins a slow clockwise rotation around the ironing board, revealing more of the left sofa and the black side table beside the blue exercise ball, while the TV screen shows changing outdoor scenery and the wall of framed pictures comes into clearer focus.",
+          "20-40%: Continuing the clockwise rotation, the camera now faces the back wall directly: the framed pictures dominate the upper portion of the frame, with the TV on its black stand centered below them; the ironing board and laundry basket remain in the foreground, slightly off-center. The beige sofas curve around the space, and the blue exercise ball is fully visible beside the black side table; the floor lamp casts a gentle glow on the adjacent sofa. As the rotation proceeds, the camera lowers its angle significantly, dipping beneath the ironing board’s legs to capture the texture of the beige carpet and the metallic structure of the board’s support, with the laundry basket hanging above and partially obscuring the view; glimpses of the sofas, TV, and exercise ball appear through gaps between the legs.",
+          "40-60%: Rising slightly from beneath the board, the camera continues its clockwise sweep, capturing the laundry basket swaying gently as it passes over the ironing board’s surface; the view includes the front-facing sofa, the TV on its black stand, and the blue exercise ball beside the black side table. The wall of framed pictures remains visible behind the TV, and the floor lamp’s shade is now in frame, casting a warm pool of light on the adjacent cushion. The curtained window stays visible on the right edge, contributing ambient lighting, while the ironing board remains the visual anchor and the laundry basket appears slightly tilted due to the camera’s motion.",
+          "60-80%: The camera tilts upward briefly, revealing the ceiling and the top edges of the framed pictures, before descending again to resume its circular path. The ironing board remains central, with the laundry basket appearing more stable now; the curtained window reappears prominently on the right, and the arrangement of the beige sofas frames the scene symmetrically. The black side table and blue exercise ball are consistently positioned in the mid-ground, and the floor lamp’s pole and base are visible on the left. The perspective emphasizes the depth of the room, with sunlight streaming through the sheer curtains illuminating the carpet, and the TV screen flickers with motion.",
+          "80-100%: Completing the full rotation, the camera stabilizes into a medium shot that mirrors the opening frame but from a slightly adjusted angle. The ironing board with the laundry basket is centered, surrounded by the beige sofas, TV on black stand, blue exercise ball, black side table, floor lamp, and wall of framed pictures; the curtained window provides soft backlighting. All mandatory landmarks are clearly visible and spatially consistent, concluding the video with a calm, composed view of the entire living room, maintaining smooth, continuous motion throughout."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle, wide shot centered on a white ironing board with a laundry basket resting on top, situated in the middle of a beige-carpeted living room. Beige sofas with patterned pillows are visible on either side. In the background, a TV on a black stand displays a nature scene. A blue exercise ball is partially visible next to a black side table. A floor lamp stands near one sofa, and a wall with framed pictures is seen behind the TV. A curtained window allows daylight to filter in from the right.",
+          "Part 2/8: The camera begins a slow clockwise rotation around the ironing board. As it turns, the view reveals more of the left sofa and the black side table next to the blue exercise ball. The TV screen remains visible, displaying changing outdoor scenery. The floor lamp’s base becomes more prominent, and the wall of framed pictures comes into clearer focus. The curtained window stays in frame on the right edge, maintaining consistent ambient lighting.",
+          "Part 3/8: Continuing its rotation, the camera now faces the back wall directly. The framed pictures dominate the upper portion of the frame, while the TV on its black stand remains centered below them. The ironing board and laundry basket stay in the foreground, slightly off-center. The beige sofas curve around the space, and the blue exercise ball is now fully visible beside the black side table. The floor lamp casts a gentle glow on the adjacent sofa.",
+          "Part 4/8: The camera rotates further, now showing the right-side sofa and the curtained window more prominently. Sunlight streams through the sheer curtains, illuminating the carpet. The ironing board remains central, but the perspective emphasizes the depth of the room. The TV screen flickers with motion, and the laundry basket atop the board appears slightly tilted due to the camera’s motion. The black side table and blue exercise ball are still visible in the mid-ground.",
+          "Part 5/8: The camera lowers its angle significantly, dipping beneath the ironing board’s legs to capture the texture of the beige carpet and the metallic structure of the board’s support. The laundry basket hangs above, partially obscuring the view. Through the gaps between the legs, glimpses of the sofas, TV, and exercise ball can be seen. The floor lamp’s pole and base are visible on the left, while the curtained window glows softly in the background.",
+          "Part 6/8: Rising slightly, the camera continues its clockwise sweep, now capturing the laundry basket swaying gently as it passes over the ironing board’s surface. The view includes the front-facing sofa, the TV on its black stand, and the blue exercise ball beside the black side table. The wall of framed pictures remains visible behind the TV. The floor lamp’s shade is now in frame, casting a warm pool of light on the adjacent cushion.",
+          "Part 7/8: The camera tilts upward briefly, revealing the ceiling and the top edges of the framed pictures, before descending again to resume its circular path. The ironing board remains the visual anchor, with the laundry basket appearing more stable now. The curtained window reappears on the right, and the arrangement of the beige sofas frames the scene symmetrically. The black side table and blue exercise ball are consistently positioned in the mid-ground.",
+          "Part 8/8: Completing the full rotation, the camera stabilizes into a medium shot that mirrors the opening frame but from a slightly adjusted angle. The ironing board with the laundry basket is centered, surrounded by the beige sofas, TV on black stand, blue exercise ball, black side table, floor lamp, and wall of framed pictures. The curtained window provides soft backlighting. All mandatory landmarks are clearly visible and spatially consistent, concluding the video with a calm, composed view of the entire living room."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the TV on the black stand visible in the background during both the initial and final frames of the rotational sequence?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "d14257fc3a488653f18f1188bf4153d7e31dcf4abe4393164f2dcfd9f8add41f_0_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the ironing board retain its white metal identity throughout the entire rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.532979"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which object is consistently described as 'blue' and located next to a black side table?",
+          "options": [
+            "A. Exercise ball",
+            "B. Ironing board",
+            "C. Floor lamp",
+            "D. TV stand"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533012"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the ironing board’s metallic frame consistently depicted as stable and structurally coherent during the under-board shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533025"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "When the camera passes under the ironing board, what should be preserved about its structure?",
+          "options": [
+            "A. Color only",
+            "B. Shape and support configuration",
+            "C. Texture alone",
+            "D. Lighting effect"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533032"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "After passing under the ironing board, do the sofas and TV reappear in their original spatial positions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533039"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the video conclude with a view that matches the initial wide-angle setup, albeit slightly adjusted?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533047"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What kind of camera motion is required to complete the scene’s full traversal?",
+          "options": [
+            "A. Linear dolly",
+            "B. 360-degree rotation",
+            "C. Zoom-in",
+            "D. Vertical tilt"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533053"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the camera tilt upward to reveal the ceiling before resuming its circular path?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533060"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "When the camera completes the rotation, do the background elements like the TV and wall art reappear in their original positions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533068"
+        },
+        {
+          "question": "Is the TV on the black stand visible in the background during both the initial and final frames of the rotational sequence?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "11",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Does the ironing board retain its white metal identity throughout the entire rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.532979"
+        },
+        {
+          "question_id": "13",
+          "type": "multiple_choice",
+          "question": "Which object is consistently described as 'blue' and located next to a black side table?",
+          "options": [
+            "A. Exercise ball",
+            "B. Ironing board",
+            "C. Floor lamp",
+            "D. TV stand"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533012"
+        },
+        {
+          "question_id": "14",
+          "type": "binary",
+          "question": "Is the ironing board’s metallic frame consistently depicted as stable and structurally coherent during the under-board shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533025"
+        },
+        {
+          "question_id": "15",
+          "type": "multiple_choice",
+          "question": "When the camera passes under the ironing board, what should be preserved about its structure?",
+          "options": [
+            "A. Color only",
+            "B. Shape and support configuration",
+            "C. Texture alone",
+            "D. Lighting effect"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533032"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "After passing under the ironing board, do the sofas and TV reappear in their original spatial positions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533039"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Does the video conclude with a view that matches the initial wide-angle setup, albeit slightly adjusted?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533047"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "What kind of camera motion is required to complete the scene’s full traversal?",
+          "options": [
+            "A. Linear dolly",
+            "B. 360-degree rotation",
+            "C. Zoom-in",
+            "D. Vertical tilt"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533053"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the camera tilt upward to reveal the ceiling before resuming its circular path?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533060"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "When the camera completes the rotation, do the background elements like the TV and wall art reappear in their original positions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533068"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the reflection in any mirror or reflective surface show the same objects as are present in the actual living room environment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt does not mention any mirror, glass, or reflective surface. Therefore, there is no reflection content to evaluate for consistency with real-world objects.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990246"
+          }
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "If a mirror were present in the scene and reflected the ironing board, which objects should appear in its reflection based on the environment described?",
+          "options": [
+            "A. The blue exercise ball and black side table only",
+            "B. The TV screen showing nature, framed pictures, and the curtained window",
+            "C. The ceiling and floor lamp base",
+            "D. The laundry basket and beige sofas"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Since the ironing board is central and the camera rotates around it, a mirror facing it would reflect nearby objects like the laundry basket and the surrounding sofas. The other options include elements that may not be visible from a direct reflection of the ironing board's position.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990287"
+          }
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Would a reflective surface positioned near the ironing board show the wall of framed pictures behind the TV?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Given that the camera captures the framed pictures clearly from multiple angles, including when facing the back wall, a mirror placed in front of the ironing board could reflect this area if angled correctly. Thus, the content of the reflection would include those pictures.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990298"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "Which object would NOT logically appear in a reflection of the left sofa if the mirror were placed opposite it?",
+          "options": [
+            "A. The blue exercise ball",
+            "B. The black side table",
+            "C. The TV screen",
+            "D. The floor lamp"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The TV is located behind the ironing board and further back in the room; from a mirror placed opposite the left sofa, the TV would likely be out of view or not directly reflected unless the mirror was angled specifically toward it. The other items are adjacent to or near the left sofa and would be more likely to appear.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990305"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "If a mirror reflects the ironing board from a low angle, would it show the underside of the board’s legs?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "A mirror reflecting the ironing board from a low angle would show the top surface and surroundings, not the underside of the legs. The underside is only visible when the camera passes beneath the board, but mirrors reflect what is in front of them, not below.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990312"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "If a mirror appears in Segment 1 and reappears in Segment 5, would it reflect the same room layout as seen earlier?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The environment remains static throughout the video — no changes occur in furniture placement or lighting. Thus, if a mirror were present at both times, its reflection would remain consistent across segments unless the camera or mirror position changed significantly.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990322"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "When the camera returns to a similar position in Segment 8 as in Segment 1, would the reflection in a mirror (if present) show the same spatial arrangement?",
+          "options": [
+            "A. Yes, because the environment hasn't changed",
+            "B. No, because the lighting has shifted",
+            "C. No, because the laundry basket moved",
+            "D. Yes, because the camera angle is identical"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt indicates no environmental changes between the start and end. Lighting is described as consistent (soft daylight), and the laundry basket is said to sway slightly but not move permanently. Therefore, a mirror would reflect the same scene at both points.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990329"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Would the reflection in a mirror change over time if the TV screen displays different outdoor scenes?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The TV screen is described as displaying a 'bright outdoor scene' and later 'changing outdoor scenery'. If a mirror reflects the TV, the reflection would update dynamically to match the changing content, maintaining temporal consistency with the actual display.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990335"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "Suppose a mirror reflects the TV screen during Segment 2. By Segment 6, when the TV still shows motion, would the reflection show updated content?",
+          "options": [
+            "A. No, because mirrors don’t update over time",
+            "B. Yes, because the TV content is dynamic",
+            "C. No, because the camera angle changed",
+            "D. Yes, because the mirror is fixed"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The TV screen is described as showing changing outdoor scenery, meaning it updates over time. A mirror reflecting it would also show these updates, assuming the mirror remains in place and the reflection includes the screen.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990342"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "If a mirror reflects the laundry basket at the beginning and then again after the camera passes under the board, would the reflection show the basket swaying?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt states the basket 'sways gently' during the rotation. If a mirror captures the basket during that motion, the reflection must also depict the movement to maintain temporal consistency with the actual environment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990349"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "binary",
+          "question": "As the camera moves from a low angle under the ironing board to a higher angle above it, would the reflection in a mirror show the correct perspective shift?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "A mirror’s reflection depends on the viewer’s viewpoint. As the camera rises, the mirror would reflect the scene from that new vantage point, showing appropriate changes such as more of the ceiling or less of the floor, maintaining viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990356"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "multiple_choice",
+          "question": "If a mirror is mounted on the wall facing the ironing board, how would its reflection change as the camera circles around the board?",
+          "options": [
+            "A. It would always show the same view regardless of camera position",
+            "B. It would show the ironing board from a fixed angle",
+            "C. It would reflect the moving camera and surrounding environment differently at each point",
+            "D. It would only reflect the TV screen"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Mirrors reflect the scene in front of them. As the camera moves around the ironing board, the relative position of objects in the mirror's field of view changes. Thus, the reflection would update dynamically with the camera's movement, showing different parts of the room depending on the angle.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990363"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "When the camera tilts upward in Segment 7 to show the ceiling, would a mirror on the floor reflect the ceiling as well?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "A mirror placed on the floor would reflect the ceiling if the camera is looking up at it. Since the camera tilts upward, the mirror’s reflection would include the ceiling, matching the actual environment’s vertical orientation.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990369"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "If a mirror reflects the right-side sofa and curtained window during Segment 4, what would it show when the camera reaches Segment 8 and faces the same direction?",
+          "options": [
+            "A. Only the ironing board",
+            "B. The same sofa and window, but with slight lighting differences",
+            "C. The left sofa instead",
+            "D. The ceiling"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Segment 8 mirrors the opening shot with a slightly adjusted angle, but the right-side sofa and window remain visible. A mirror in that location would reflect the same elements, possibly with minor lighting shifts due to ambient light, but overall consistent with prior views.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990375"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "Would a mirror placed beside the ironing board reflect the black side table and blue exercise ball when the camera is on the opposite side of the room?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "If the mirror is positioned to face the side of the room where the black side table and blue exercise ball are located, it would reflect them regardless of the camera’s position, provided the line of sight is unobstructed. The reflection depends on mirror orientation, not camera position.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990381"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_2bc47d6e9895d593b3537d9b2e7f189b9a8604eda114442b8fab0e6fbbc8856d"
+  },
+  {
+    "task_id": "mem_dl3dv_219237c0e9ae17a757ec6c8abc43e5946ba680e534f76477002ba47bd2c314b7",
+    "instance_id": "mem_dl3dv_219237c0e9ae17a757ec6c8abc43e5946ba680e534f76477002ba47bd2c314b7",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_219237c0e9ae17a757ec6c8abc43e5946ba680e534f76477002ba47bd2c314b7.mp4",
+      "total_frames": 325,
+      "fps": 15.0,
+      "duration_sec": 21.67,
+      "reference_image_path": "inference_img/mem_dl3dv_219237c0e9ae17a757ec6c8abc43e5946ba680e534f76477002ba47bd2c314b7_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, slow-panning shot moving clockwise inside a modern, brightly lit exhibition hall or retail space with light wood flooring and recessed ceiling lights. At the center of the room is a large, sculptural white display unit with curved, layered tiers, softly illuminated from below. On top of this central display are several white product boxes and two blue-and-white branded bags resting on the lower tier. The back wall features a large banner with elegant Chinese calligraphy reading '让生活有味' (Let life have flavor), above which hangs a dark wooden sign with gold characters '汇聚千年甲天下'. To the left of the central display, tall wooden shelves mounted against the wall hold neatly arranged framed items or certificates. As the camera continues its smooth circular pan to the right, it reveals more wall displays with posters and product information, including a prominent red and white wall panel featuring a stylized sailboat graphic and vertical Chinese text '自强不息 永不满足' (Self-improvement never ceases, never satisfied). Further along the right wall, additional shelving units display products under warm lighting. The camera then moves toward the far end of the room, revealing glass doors with metal frames leading to another area, flanked by more promotional banners. The camera completes its loop, returning to face the central display from a slightly different angle, showing the full spatial layout once again — including the central white display with blue bags, the wooden shelves on the left wall, the red and white sailboat panel on the right, and the glass doors at the far end — all under consistent bright ambient lighting, creating a clean, professional, and inviting atmosphere."
+        ],
+        "level_2": [
+          "The video begins with a wide, slow clockwise pan inside a spacious, well-lit interior with polished wood floors and recessed ceiling lights. The central focus is a sculptural white multi-tiered display unit, softly lit from beneath, holding white product boxes and two blue-and-white branded bags. Behind it, a large wall banner reads '让生活有味' in elegant script, topped by a wooden sign with gold characters '汇聚千年甲天下'. To the left, tall wooden shelves house framed certificates or awards. The camera begins its arc, revealing part of the right wall with informational posters and the edge of a red and white panel featuring a sailboat graphic.",
+          "Continuing the clockwise pan, the camera now fully reveals the red and white wall panel with the sailboat graphic and vertical Chinese text '自强不息 永不满足'. Adjacent to it are more display shelves filled with products and promotional materials under warm spotlights. The camera glides smoothly past these exhibits, maintaining a steady height and pace, gradually turning toward the far end of the hall. Glass doors with metallic frames come into view, flanked by additional banners and signage. The central white display remains visible in the background as the camera's perspective shifts, emphasizing the depth and symmetry of the space.",
+          "Finally, the camera completes its circular motion, returning to a frontal view of the central white display with the blue bags prominently placed. The wooden shelves on the left wall are once again in frame, along with the full expanse of the back wall banner and overhead sign. The glass doors at the far end are now clearly visible behind the display, anchoring the composition. The lighting remains consistently bright and even throughout, highlighting the clean lines and curated presentation of the space. The entire sequence loops seamlessly, offering a comprehensive 360-degree tour of the exhibition hall’s key visual elements: the central display, the branded banners, the sailboat panel, the wooden shelves, and the exit doors."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a wide shot centered on a modern, white, multi-tiered sculptural display unit illuminated from below, situated in the middle of a spacious room with light wood flooring. Behind it, a large wall banner displays the Chinese phrase '让生活有味' in elegant script, above which hangs a dark wooden sign with gold lettering '汇聚千年甲天下'. To the left, wooden shelves hold framed items. The camera begins a slow clockwise pan, revealing the left side of the room under bright recessed ceiling lights; two blue-and-white branded bags are visible on the lower tier of the central display as the pan progresses.",
+          "20-40%: Continuing the clockwise pan, the camera moves past the left wall’s wooden shelves and fully reveals the right side of the room. The red and white wall panel featuring a stylized sailboat graphic and vertical Chinese text '自强不息 永不满足' comes into full view. Adjacent to it, more wall-mounted displays showcase products under warm accent lighting; the central white display remains partially visible in the foreground. The camera maintains a smooth, steady rotation, exposing additional shelving units filled with neatly arranged products and promotional materials along the right wall.",
+          "40-60%: As the pan progresses further along the right wall, the red and white sailboat panel recedes into the background. The camera turns toward the far end of the hall, where glass doors with metallic frames become clearly visible, flanked by additional banners and informational posters. The central white display is now seen from the side, its illuminated base casting soft shadows on the wood floor, and remains visible in the distant background, framed between the glass doors and the right wall.",
+          "60-80%: The camera continues its rotation past the glass doors and begins to reveal the left wall again. The central white display reappears more prominently in the frame, with the blue-and-white branded bags clearly visible on its lower tier; the wooden shelves on the left wall, previously seen at the start, come back into view. The '让生活有味' banner and overhead sign are once again legible behind the central display, and the red and white sailboat panel is now visible on the far right, reinforcing the circular nature of the movement.",
+          "80-100%: Finally, the camera completes its 360-degree clockwise rotation, returning to a near-identical starting position — facing the central white display with blue bags, the wooden shelves on the left, the red and white sailboat panel on the right, and the glass doors at the far end visible behind the display. The lighting remains consistently bright and even throughout, highlighting the clean lines and curated presentation of the space, creating a seamless loop that emphasizes the professional, inviting atmosphere of the exhibition hall."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a wide shot centered on a modern, white, multi-tiered sculptural display unit illuminated from below, situated in the middle of a spacious room with light wood flooring. Behind it, a large wall banner displays the Chinese phrase '让生活有味' in elegant script, above which hangs a dark wooden sign with gold lettering '汇聚千年甲天下'. To the left, wooden shelves hold framed items. The camera begins a slow clockwise pan, revealing the left side of the room under bright recessed ceiling lights.",
+          "Part 2/8: Continuing the clockwise pan, the camera moves past the left wall’s wooden shelves and begins to reveal the right side of the room. The central white display remains in view, now showing two blue-and-white branded bags resting on its lower tier. The camera’s movement exposes the beginning of a red and white wall panel with a stylized sailboat graphic and partial Chinese text. Additional display panels with product information become visible along the right wall.",
+          "Part 3/8: The camera now fully captures the red and white wall panel featuring the sailboat graphic and vertical Chinese characters '自强不息 永不满足'. Adjacent to it, more wall-mounted displays showcase products under warm accent lighting. The central white display is still partially visible in the foreground, anchoring the scene. The camera continues its smooth, steady rotation, revealing more of the right-side exhibits while maintaining consistent framing and brightness.",
+          "Part 4/8: As the pan progresses, the camera moves further along the right wall, showcasing additional shelving units filled with neatly arranged products and promotional materials. The red and white sailboat panel recedes into the background. The camera begins to turn toward the far end of the room, where glass doors with metallic frames start to appear. The central white display is now seen from the side, with its illuminated base casting soft shadows on the wood floor.",
+          "Part 5/8: The camera focuses on the far end of the hall, revealing the full view of the glass doors with metal frames, flanked by more banners and informational posters. The central white display is now visible in the distant background, framed between the glass doors and the right wall. The camera maintains its steady clockwise motion, capturing the depth of the space and the symmetrical arrangement of displays on both sides.",
+          "Part 6/8: The camera continues its rotation, now moving past the glass doors and beginning to reveal the left wall again. The central white display reappears more prominently in the frame, with the blue-and-white branded bags clearly visible on its lower tier. The wooden shelves on the left wall, previously seen at the start, come back into view, reinforcing the circular nature of the camera movement. Lighting remains consistent and bright throughout.",
+          "Part 7/8: The camera pans further left, bringing the wooden shelves with framed items fully back into view. The central white display is now directly ahead again, with the '让生活有味' banner and overhead sign clearly legible behind it. The red and white sailboat panel is now visible on the far right, completing the spatial loop. The camera’s motion remains smooth and deliberate, maintaining a consistent height and distance from the central display.",
+          "Part 8/8: Finally, the camera completes its 360-degree clockwise rotation, returning to a near-identical starting position — facing the central white display with blue bags, the wooden shelves on the left, the red and white sailboat panel on the right, and the glass doors at the far end visible behind the display. The lighting, composition, and spatial relationships remain unchanged, creating a seamless loop that emphasizes the curated, professional atmosphere of the exhibition space."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the central white display with blue bags still positioned in the middle of the room when the camera returns to its initial viewpoint?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "b685bfdba04b73790af9e5339bb384391847c0ab59d9bd0028077ded5a3061cd_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Does the wall sign reading '让生活有味' remain visible on the back wall after the camera completes its loop?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "b685bfdba04b73790af9e5339bb384391847c0ab59d9bd0028077ded5a3061cd_0_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Is the red and white wall panel with the sailboat graphic visible during the camera’s forward movement?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "b685bfdba04b73790af9e5339bb384391847c0ab59d9bd0028077ded5a3061cd_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Are the glass doors at the far end of the room revealed as the camera moves forward?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "b685bfdba04b73790af9e5339bb384391847c0ab59d9bd0028077ded5a3061cd_1_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the central white display unit retain its shape and color throughout the 360-degree pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:24.465424"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "Which of the following items must remain visually consistent across all camera angles?",
+          "options": [
+            "A. The red sailboat panel's text",
+            "B. The brand logo on the bags",
+            "C. The lighting on the ceiling",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:24.465457"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Is the multi-tiered structure of the central display preserved from all viewing angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:24.465469"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "When the camera views the central display from the side in Segment 4, what should be maintained?",
+          "options": [
+            "A. The number of tiers",
+            "B. The curvature of layers",
+            "C. The illumination pattern",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:24.465476"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the final frame (Segment 8) match the initial frame in terms of composition and object placement?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:24.465484"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "What is required for a successful horizontal loop in this video?",
+          "options": [
+            "A. Consistent lighting",
+            "B. Identical object positions",
+            "C. Matching camera height and angle",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:24.465491"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Do the wooden shelves on the left wall appear unchanged when they re-enter the frame in Segment 6?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:24.465499"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the starting position, which element must be correctly repositioned?",
+          "options": [
+            "A. The central display",
+            "B. The glass doors",
+            "C. The sailboat panel",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:24.465505"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_219237c0e9ae17a757ec6c8abc43e5946ba680e534f76477002ba47bd2c314b7"
+  },
+  {
+    "task_id": "mem_dl3dv_8118d776cf7856c5ae92a6f10ec5938e23bfc2867c10a4949b92a660637ef459",
+    "instance_id": "mem_dl3dv_8118d776cf7856c5ae92a6f10ec5938e23bfc2867c10a4949b92a660637ef459",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_8118d776cf7856c5ae92a6f10ec5938e23bfc2867c10a4949b92a660637ef459.mp4",
+      "total_frames": 413,
+      "fps": 15.0,
+      "duration_sec": 27.53,
+      "reference_image_path": "inference_img/mem_dl3dv_8118d776cf7856c5ae92a6f10ec5938e23bfc2867c10a4949b92a660637ef459_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, low-angle shot moving forward along a grassy slope bordered by lush green shrubs and wildflowers. On the left, a large red sandstone wall rises vertically, while ahead, the modern beige facade of the Eiteljorg Museum building comes into view under an overcast sky. A massive black bull statue, mounted on a tiered red sandstone pedestal, dominates the center of the frame as the camera pans right, revealing its muscular form and upward-curving horns. The museum’s name 'Eiteljorg Museum' is clearly visible in dark lettering on the building’s exterior. As the camera continues circling clockwise around the statue, it reveals more of the surrounding urban plaza: paved walkways, manicured lawns, and distant city buildings. At 0:06, the iconic blue Indianapolis Colts skyscraper enters the frame to the right, its vertical white lettering reading 'INDIANAPOLIS COLTS' standing out against the cloudy sky. The camera circles back toward the museum, capturing dynamic angles of the bull statue from multiple perspectives — front, side, rear — emphasizing its imposing scale and artistic texture. Continuing from this arc, the camera moves slightly lower and closer to the base of the statue, then pulls back again to reveal the full context: the museum entrance, the landscaped grounds, and the Colts tower looming in the background. Finally, the video ends with a sweeping pan that re-centers the bull statue framed between the Eiteljorg Museum and the Colts skyscraper, reinforcing their spatial relationship and the harmony of art, architecture, and urban identity in this civic space."
+        ],
+        "level_2": [
+          "The video starts with a slow push-in along a grassy hillside lined with dense green bushes, revealing the Eiteljorg Museum’s angular beige exterior and the towering black bull statue perched on a red stone plinth. The camera pans right, circling the statue to show its detailed musculature and horns against the backdrop of the museum’s entrance and signage. The overcast sky casts soft, even lighting across the scene, highlighting architectural textures and landscaping details.",
+          "Continuing from the first segment, the camera completes its circular path around the bull statue, now revealing the broader urban environment. The blue Indianapolis Colts skyscraper appears prominently on the right, its bold vertical lettering contrasting with the muted tones of the museum and surrounding buildings. The camera tilts up to capture the full height of the skyscraper before panning down to show the plaza’s paved walkways, benches, and adjacent structures, maintaining focus on the statue as the central anchor.",
+          "Finally, the camera reverses direction slightly, moving back toward the museum entrance while keeping the bull statue centered. It captures the interplay of natural and built elements — manicured lawns, shrubbery, stone walls, and modern facades — all under the same gray sky. The Colts tower remains visible in the background as the camera pulls back for a final wide shot that frames the statue symmetrically between the museum and the skyscraper, concluding with a sense of place and civic pride."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle tracking shot moving forward along a grassy slope bordered by thick green shrubbery. To the left, a tall red sandstone wall stands, while ahead, the beige geometric facade of the Eiteljorg Museum begins to emerge under a cloudy sky. A large black bull statue on a red pedestal is partially visible behind foliage. The camera continues forward and pans right, bringing the full form of the black bull statue into view. Its muscular body and upward-pointing horns are emphasized as the camera circles slightly. The Eiteljorg Museum’s entrance and signage become clearer, with windows and overhangs visible beneath the overcast sky.",
+          "20-40%: The camera completes a partial circle around the bull statue, now showing its left flank and rear. The museum’s modern architecture fills the background, with clean lines and recessed entryways. Shrubs and small yellow flowers at the statue’s base add color contrast to the earth-toned materials. The camera continues its arc, now revealing the open plaza behind the statue. Paved walkways, low stone walls, and distant buildings come into view. The sky remains overcast, casting diffuse light that softens shadows and highlights the textures of stone and metal surfaces.",
+          "40-60%: As the camera pans further right, the blue Indianapolis Colts skyscraper suddenly enters the frame, its vertical white text 'INDIANAPOLIS COLTS' standing out sharply. The camera tilts upward briefly to capture the tower’s height, then returns to eye level, framing the bull statue with the skyscraper in the background. The camera circles back toward the museum, now showing the bull statue from a rear-three-quarter angle. The Colts tower remains visible over the statue’s shoulder, creating a visual juxtaposition between the artistic sculpture and corporate architecture. Landscaping elements like trimmed hedges and lawn areas are clearly defined.",
+          "60-80%: The camera lowers slightly and moves closer to the statue’s base, capturing details of the red sandstone pedestal and surrounding ground cover. It then pulls back slowly, re-centering the statue within the wider context of the plaza, museum entrance, and adjacent buildings. The museum’s name 'Eiteljorg Museum' is clearly visible in dark lettering on the building’s exterior, and the urban plaza features paved walkways, manicured lawns, and distant city buildings.",
+          "80-100%: Finally, the camera executes a slow, wide pan that frames the black bull statue perfectly between the Eiteljorg Museum on the left and the Indianapolis Colts skyscraper on the right. The overcast sky provides a neutral backdrop, and the entire scene conveys a sense of civic harmony and urban design integration, concluding with a static, balanced composition."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle tracking shot moving forward along a grassy slope bordered by thick green shrubbery. To the left, a tall red sandstone wall stands, while ahead, the beige geometric facade of the Eiteljorg Museum begins to emerge under a cloudy sky. A large black bull statue on a red pedestal is partially visible behind foliage.",
+          "Part 2/8: The camera continues forward and pans right, bringing the full form of the black bull statue into view. Its muscular body and upward-pointing horns are emphasized as the camera circles slightly. The Eiteljorg Museum’s entrance and signage become clearer, with windows and overhangs visible beneath the overcast sky.",
+          "Part 3/8: The camera completes a partial circle around the bull statue, now showing its left flank and rear. The museum’s modern architecture fills the background, with clean lines and recessed entryways. Shrubs and small yellow flowers at the statue’s base add color contrast to the earth-toned materials.",
+          "Part 4/8: The camera continues its arc, now revealing the open plaza behind the statue. Paved walkways, low stone walls, and distant buildings come into view. The sky remains overcast, casting diffuse light that softens shadows and highlights the textures of stone and metal surfaces.",
+          "Part 5/8: As the camera pans further right, the blue Indianapolis Colts skyscraper suddenly enters the frame, its vertical white text 'INDIANAPOLIS COLTS' standing out sharply. The camera tilts upward briefly to capture the tower’s height, then returns to eye level, framing the bull statue with the skyscraper in the background.",
+          "Part 6/8: The camera circles back toward the museum, now showing the bull statue from a rear-three-quarter angle. The Colts tower remains visible over the statue’s shoulder, creating a visual juxtaposition between the artistic sculpture and corporate architecture. Landscaping elements like trimmed hedges and lawn areas are clearly defined.",
+          "Part 7/8: The camera lowers slightly and moves closer to the statue’s base, capturing details of the red sandstone pedestal and surrounding ground cover. It then pulls back slowly, re-centering the statue within the wider context of the plaza, museum entrance, and adjacent buildings.",
+          "Part 8/8: Finally, the camera executes a slow, wide pan that frames the black bull statue perfectly between the Eiteljorg Museum on the left and the Indianapolis Colts skyscraper on the right. The overcast sky provides a neutral backdrop, and the entire scene conveys a sense of civic harmony and urban design integration, concluding with a static, balanced composition."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the black bull statue still centered in the frame after the camera completes its circular pan?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "98eb9a222c0280eaf8619e3fba32c0e5daf8da211ca86d4eb15c9464bc9a63fc_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the bull statue maintain the same identity when viewed from the front and rear?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:19.100395"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the bull statue's appearance across segments?",
+          "options": [
+            "A. It changes color depending on lighting",
+            "B. Its horns curve upward consistently",
+            "C. It loses detail when viewed from behind",
+            "D. It appears as a different animal in later frames"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:19.100430"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the bull statue’s body shape remain consistent as the camera circles around it?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:19.100442"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What should be preserved about the bull statue’s geometry during camera movement?",
+          "options": [
+            "A. Its size increases with distance",
+            "B. Its horn curvature stays constant",
+            "C. Its limbs appear shorter when viewed from below",
+            "D. Its texture becomes pixelated at close range"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:19.100449"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Are fine details like the texture of the bull’s surface visible in both close and distant views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:19.100457"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which element is emphasized for texture fidelity in the prompt?",
+          "options": [
+            "A. The grassy slope only",
+            "B. The red sandstone wall and pedestal",
+            "C. The Colts skyscraper glass",
+            "D. The museum’s windows"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:19.100463"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera return to a similar framing of the bull statue at the end as it had at the beginning?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:19.100471"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "How does the camera motion contribute to spatial memory?",
+          "options": [
+            "A. It moves randomly without pattern",
+            "B. It completes a 360-degree arc and returns to a balanced composition",
+            "C. It focuses only on the museum",
+            "D. It avoids showing the skyscraper"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:19.100477"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the Indianapolis Colts skyscraper remain visible in the background after being introduced?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:19.100485"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "When the camera returns toward the museum, what must remain consistent?",
+          "options": [
+            "A. The sky changes to sunny",
+            "B. The museum sign disappears",
+            "C. The Colts tower is still visible",
+            "D. The grass turns brown"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:19.100492"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_8118d776cf7856c5ae92a6f10ec5938e23bfc2867c10a4949b92a660637ef459"
+  },
+  {
+    "task_id": "mem_dl3dv_225b22a8c735f5c1ea2bbb806e6d9a1abac0902fd493820f0965c03fd2a413f4",
+    "instance_id": "mem_dl3dv_225b22a8c735f5c1ea2bbb806e6d9a1abac0902fd493820f0965c03fd2a413f4",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_225b22a8c735f5c1ea2bbb806e6d9a1abac0902fd493820f0965c03fd2a413f4.mp4",
+      "total_frames": 402,
+      "fps": 15.0,
+      "duration_sec": 26.8,
+      "reference_image_path": "inference_img/mem_dl3dv_225b22a8c735f5c1ea2bbb806e6d9a1abac0902fd493820f0965c03fd2a413f4_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a low-angle, wide shot of a black rolling cart with three tiers positioned in the center of a cozy living room. The top tier holds two patterned pillows with circular designs in purple, beige, and brown tones. The middle shelf contains a white plastic laundry basket with blue handles, slightly tilted forward. Below it, on the bottom level, rests a small blue plastic step stool. The camera slowly circles clockwise around the cart, revealing a beige sectional sofa in the background with throw pillows and a blanket draped over one armrest. To the left, a large flat-screen TV on a black media stand displays colorful, animated graphics — possibly a game or cartoon. A blue exercise ball sits near the TV stand. Behind the sofa, a tall floor lamp with a curved neck stands next to a framed photo on a side table. As the camera continues its orbit, it dips lower to emphasize the blue step stool, then rises again to capture the full height of the cart and the pillows atop. The lighting is warm and ambient, coming from ceiling fixtures and the lamp. The carpeted floor is light beige, matching the sofa. The camera movement is smooth and continuous, maintaining focus on the cart while revealing different angles of the surrounding furniture and decor. Continuing from this orbit, the camera completes a full 360-degree rotation, passing by a glass sliding door on the far left and returning to the initial viewpoint, where the cart remains centered, the laundry basket visible, the pillows neatly arranged, and the TV still displaying vibrant visuals. Finally, the camera tilts slightly upward as if preparing to end, capturing the top pillows and the ceiling fan above, before gently lowering back to frame the cart’s base and the blue step stool once more, completing the full sequence with all mandatory landmarks present and visually consistent throughout."
+        ],
+        "level_2": [
+          "The video starts with a low-angle, wide shot of a black rolling cart with three tiers centered in a living room. The top tier holds two patterned pillows with circular designs in purple, beige, and brown. The middle shelf contains a white laundry basket with blue handles, and the bottom level has a blue plastic step stool. The camera begins circling clockwise, revealing a beige sectional sofa in the background, a large TV on a stand displaying colorful graphics, and a blue exercise ball nearby. A floor lamp stands behind the sofa. The camera moves smoothly, keeping the cart centered while showcasing the surrounding environment.",
+          "Continuing from the first segment, the camera completes half its orbit around the cart, now showing the opposite side of the room. The beige sectional sofa remains visible, along with the TV still displaying vibrant animations. The blue step stool is clearly seen beneath the laundry basket. The camera dips slightly lower to emphasize the bottom shelf, then rises to show the full cart height again. The patterned pillows remain undisturbed on top. The warm ambient lighting and beige carpeting are consistent. The camera passes by a glass sliding door on the left and prepares to complete its circle.",
+          "Finally, the camera completes its 360-degree orbit around the cart, returning to the starting angle. All mandatory landmarks are visible: the white laundry basket on the middle shelf, the patterned pillows on top, the blue step stool below, the beige sectional sofa in the background, the TV displaying colorful graphics, the blue exercise ball near the TV, and the floor lamp behind the sofa. The camera tilts slightly upward toward the ceiling fan, then lowers again to frame the cart’s base and step stool, concluding the video with a stable, centered view of the cart and its surroundings."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle, wide shot of a black rolling cart with three tiers centered in a cozy living room. The top shelf holds two patterned pillows with circular designs in purple, beige, and brown tones; the middle shelf contains a white plastic laundry basket with blue handles, slightly tilted forward; the bottom level rests a small blue plastic step stool. In the background, a beige sectional sofa is visible with throw pillows and a blanket draped over one armrest, a large flat-screen TV on a black media stand displays colorful animated graphics, and a blue exercise ball sits near the TV stand. A tall floor lamp with a curved neck stands behind the sofa next to a framed photo on a side table. The camera begins a smooth clockwise orbit around the cart.",
+          "20-40%: Continuing the clockwise orbit, the camera reveals more of the beige sectional sofa and the floor lamp behind it, while keeping the cart centered. The white laundry basket remains prominent on the middle shelf, the patterned pillows stay undisturbed on top, and the blue step stool is clearly visible beneath. The TV continues displaying vibrant animations. The camera dips slightly lower to emphasize the blue step stool and the cart’s base, then rises again to capture the full height of the cart, including the pillows and ceiling fan above. The warm ambient lighting and light beige carpet remain consistent.",
+          "40-60%: As the camera progresses past the halfway point of its orbit, it shows the side of the cart with the TV and blue exercise ball more centrally framed, and the glass sliding door becomes visible on the far left. The beige sectional sofa curves into the background, and the white laundry basket and blue step stool remain consistently in view. The camera maintains a low angle, emphasizing the cart’s structure and contents, then shifts to show the rear of the cart—where the patterned pillows are still neatly placed, the laundry basket is visible from behind, and the sofa and lamp are partially obscured but present.",
+          "60-80%: The camera continues its orbit, approaching the front-left side again; the blue exercise ball near the TV becomes more prominent, and the beige sectional sofa and floor lamp reappear fully. The white laundry basket and blue step stool remain clearly visible. The camera tilts up slightly to capture the full height of the cart and the patterned pillows on top. Nearing completion of the 360-degree rotation, the cart is shown from an angle nearly identical to the start, with all core elements—the pillows, basket, step stool, sofa, TV, exercise ball, and lamp—in place and unchanged. The camera begins a slight upward tilt toward the ceiling fan.",
+          "80-100%: Finally, the camera completes its full 360-degree orbit and returns to the initial centered framing of the black rolling cart. The white laundry basket sits on the middle shelf, the patterned pillows rest neatly on top, and the blue step stool remains on the bottom level. All mandatory landmarks are present and visually consistent: the beige sectional sofa, the TV with colorful graphics, the blue exercise ball, and the floor lamp. The camera tilts up briefly toward the ceiling fan, then gently lowers to rest on the cart’s base and the blue step stool, concluding the video with a stable, centered view of the cart and its surroundings."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle, wide shot focused on a black rolling cart with three tiers. The top shelf holds two patterned pillows with circular motifs in purple, beige, and brown. The middle shelf features a white laundry basket with blue handles, slightly tilted. The bottom shelf has a blue plastic step stool. In the background, a beige sectional sofa is visible, along with a large TV on a stand displaying colorful graphics. A blue exercise ball rests near the TV. The camera begins a slow clockwise orbit.",
+          "Part 2/8: Continuing from the previous shot, the camera moves slightly right, revealing more of the beige sectional sofa and a floor lamp behind it. The white laundry basket remains prominent on the middle shelf. The patterned pillows on top are steady. The TV continues to display vivid animations. The blue step stool is visible beneath the basket. The carpet is beige, and ambient lighting fills the room.",
+          "Part 3/8: The camera continues its clockwise rotation, now showing the side of the cart with the TV and blue exercise ball more centrally framed. The white laundry basket and blue step stool remain in view. The beige sectional sofa curves into the background. The patterned pillows on top are unchanged. The camera maintains a low angle, emphasizing the cart’s structure and contents.",
+          "Part 4/8: As the camera progresses halfway around the cart, it reveals a glass sliding door on the left side of the room. The TV screen remains active with colorful graphics. The beige sectional sofa extends across the background. The white laundry basket and blue step stool are consistently visible. The camera dips slightly downward, focusing momentarily on the bottom shelf before rising again.",
+          "Part 5/8: The camera continues its orbit, now showing the rear of the cart. The patterned pillows on top are still neatly placed. The white laundry basket is visible from the back angle. The beige sectional sofa and floor lamp are partially obscured but still present. The blue step stool remains on the bottom level. The TV’s colorful display is still visible to the right.",
+          "Part 6/8: The camera moves further around, approaching the front-left side of the cart again. The blue exercise ball near the TV becomes more prominent. The white laundry basket and blue step stool are clearly in view. The beige sectional sofa and floor lamp reappear more fully. The camera tilts up slightly to capture the full height of the cart and the patterned pillows on top.",
+          "Part 7/8: Nearing completion of the 360-degree orbit, the camera shows the cart from a nearly identical angle to the start. The white laundry basket, blue step stool, and patterned pillows are all in place. The TV continues to display colorful graphics. The beige sectional sofa and floor lamp are fully visible. The camera begins to tilt upward slightly, hinting at the ceiling fan above.",
+          "Part 8/8: Finally, the camera completes its orbit and returns to the initial framing. The black rolling cart is centered, with the white laundry basket on the middle shelf, the patterned pillows on top, and the blue step stool below. The beige sectional sofa, TV with colorful graphics, blue exercise ball, and floor lamp are all present in the background. The camera tilts up briefly toward the ceiling fan, then lowers to rest on the cart’s base and step stool, concluding the video with a stable, centered view."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "After the full rotation, is the TV still visible on the left side of the frame with colorful graphics displayed?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "9d54ee2753b0e45a3f455a7711bf855687c5d6dccfef463247f613f82192c789_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the white laundry basket with blue handles remain visually consistent across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:09:02.663202"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which object is consistently described as having circular designs in purple, beige, and brown tones?",
+          "options": [
+            "A. The blue step stool",
+            "B. The patterned pillows",
+            "C. The TV screen",
+            "D. The ceiling fan"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:09:02.663237"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the three-tier structure of the rolling cart maintain its shape throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:09:02.663250"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What happens to the blue plastic step stool during the camera's movement?",
+          "options": [
+            "A. It disappears",
+            "B. It changes color",
+            "C. It remains on the bottom shelf",
+            "D. It moves to the top tier"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:09:02.663257"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Are the patterned pillows visible from the rear of the cart in Segment 5?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:09:02.663265"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation and return to the original angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:09:02.663273"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What occurs when the camera completes its orbit?",
+          "options": [
+            "A. The cart is no longer centered",
+            "B. The scene resets to the initial framing",
+            "C. The TV turns off",
+            "D. The lighting dims"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:09:02.663279"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "When the camera returns to the starting point, are all background elements present and unchanged?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:09:02.663286"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_225b22a8c735f5c1ea2bbb806e6d9a1abac0902fd493820f0965c03fd2a413f4"
+  },
+  {
+    "task_id": "mem_dl3dv_ce71acc3017d7df0b85516e8ac7b87ce82a552a4840df3c0bc6d51a5594f3c50",
+    "instance_id": "mem_dl3dv_ce71acc3017d7df0b85516e8ac7b87ce82a552a4840df3c0bc6d51a5594f3c50",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_ce71acc3017d7df0b85516e8ac7b87ce82a552a4840df3c0bc6d51a5594f3c50.mp4",
+      "total_frames": 392,
+      "fps": 15.0,
+      "duration_sec": 26.13,
+      "reference_image_path": "inference_img/mem_dl3dv_ce71acc3017d7df0b85516e8ac7b87ce82a552a4840df3c0bc6d51a5594f3c50_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a low-angle shot of a black office chair in the center of a cozy, well-lit living room, piled high with stacked patterned pillows — one featuring large circles in purple, beige, and brown tones, another with a white background and floral design. A light blue blanket is draped over the side. The camera slowly rotates clockwise around the chair, revealing a beige leather sofa to the left, adorned with matching patterned throw pillows. In the background, a large flat-screen TV displays a vibrant cityscape with skyscrapers under daylight. To the right of the chair stands a red ergonomic office chair on wheels, positioned near a black media console. As the camera continues its orbit, it tilts slightly upward, capturing wall art — framed photos and prints arranged neatly above the sofa — and a tall floor lamp with a warm glow near the far wall. The carpet texture is plush and cream-colored, covering the entire floor. At 0:06, the camera dips lower, focusing on the black wheeled base of the central office chair as it rolls slightly forward. By 0:10, the view rises again, showing a blue exercise ball tucked beside the beige sofa on the right. A small dark wood side table with a remote control rests beside the sofa. The camera completes its full 360-degree rotation by 0:15, returning to the initial angle but now with subtle movement — the chair has shifted position slightly, indicating motion. Continuing from there, the camera zooms in briefly on the pillow patterns, then pulls back dramatically to show the entire room layout once more, including the second beige armchair opposite the sofa, and the window with sheer curtains behind it. Finally, the camera pans downward toward the base of the chair again, emphasizing the black five-star base rolling across the carpet, before ending with a quick tilt up to reveal the ceiling fan above and the full spatial context — all landmarks present: red office chair, TV displaying cityscape, stacked patterned pillows, blue exercise ball, side table with remote, beige leather sofa, black wheeled base of chair, carpet texture, central office chair with pillows, wall art, and floor lamp — all captured dynamically through continuous rotational and vertical camera movement."
+        ],
+        "level_2": [
+          "The video opens with a low-angle rotating shot around a central black office chair piled with stacked patterned pillows — one with geometric circles in purple and beige, another with a white floral motif — and a light blue blanket draped over its side. To the left, a beige leather sofa with matching throw pillows is visible; behind it, a large TV displays a bright cityscape. A red ergonomic office chair sits nearby on a black media console. Wall art hangs above the sofa, and a tall floor lamp emits warm light. The plush cream carpet covers the floor. The camera rotates clockwise, revealing more of the room’s layout while keeping the chair as the focal point.",
+          "Continuing from the first third, the camera dips lower to focus on the black wheeled base of the central office chair as it rolls subtly forward across the carpet. The perspective shifts to show a blue exercise ball tucked beside the beige sofa on the right, and a small dark wood side table holding a remote control. The camera tilts upward again, capturing the full height of the chair and pillows, then begins to complete its 360-degree rotation, passing the red office chair and TV again. The lighting remains consistent, highlighting the textures of the carpet and the fabric of the pillows. The movement feels smooth and deliberate, maintaining visual continuity with the previous segment.",
+          "Finally, the camera completes its full rotation, returning to the starting viewpoint but now with slight positional changes — the chair has moved forward slightly. It zooms in briefly on the pillow patterns, then pulls back for a wide-angle view of the entire living room, including the second beige armchair, the window with sheer curtains, and the ceiling fan above. The camera pans down again to emphasize the black five-star base rolling across the carpet, before tilting up one last time to frame the entire scene — ensuring all mandatory landmarks are clearly visible: red office chair, TV displaying cityscape, stacked patterned pillows, blue exercise ball, side table with remote, beige leather sofa, black wheeled base of chair, carpet texture, central office chair with pillows, wall art, and floor lamp — all captured in dynamic motion within the final third of the video."
+        ],
+        "level_3": [
+          "0-20%: The video starts with a low-angle shot focused on a black office chair centered in a living room, piled with stacked patterned pillows — one with large purple and beige circles, another with white background and floral design — and a light blue blanket draped over its side. To the left, a beige leather sofa with matching throw pillows is partially visible. The camera begins a slow clockwise rotation, revealing a large flat-screen TV displaying a vibrant cityscape with skyscrapers, a red ergonomic office chair on a black media console behind the TV, wall art (framed photos and prints) above the sofa, and plush cream carpet covering the floor.",
+          "20-40%: Continuing the clockwise orbit, the camera shows a tall floor lamp with a warm glow near the far wall and tilts slightly upward to capture upper wall decor and ceiling area before dipping lower toward the base of the central chair. The camera lowers significantly, focusing on the black wheeled five-star base and casters as the chair rolls slightly forward across the textured cream carpet; the beige sofa and a small dark wood side table with a remote control appear briefly at the frame edge.",
+          "40-60%: Rising again, the camera captures the full height of the central chair with its stacked pillows, now clearly showing a blue exercise ball tucked beside the beige sofa on the right and the side table with the remote control next to the sofa. The camera continues its smooth clockwise rotation, passing the red office chair and TV again, maintaining the central chair as the anchor point while highlighting fabric textures of the pillows and sheen of the leather sofa under consistent lighting.",
+          "60-80%: The camera completes its full 360-degree rotation, returning to the initial viewpoint but with slight positional changes—the chair has moved forward slightly. It zooms in briefly on the pillow patterns, then pulls back for a wide-angle view that includes the second beige armchair opposite the sofa, the window with sheer curtains behind it, and the ceiling fan above, ensuring spatial context and all major landmarks remain visible.",
+          "80-100%: Finally, the camera pans downward toward the black five-star base of the central office chair, emphasizing its movement across the carpet, then tilts up one last time to frame the entire room—ensuring all mandatory landmarks are clearly visible: red office chair, TV displaying cityscape, stacked patterned pillows, blue exercise ball, side table with remote, beige leather sofa, black wheeled base of chair, carpet texture, central office chair with pillows, wall art, and floor lamp—concluding the video with a dynamic, immersive sweep of the space."
+        ],
+        "level_4": [
+          "Part 1/8: The video starts with a low-angle shot focused on a black office chair centered in a living room, piled with stacked patterned pillows — one with large purple and beige circles, another with white background and floral design — and a light blue blanket draped over its side. To the left, a beige leather sofa with matching throw pillows is partially visible. The camera begins a slow clockwise rotation.",
+          "Part 2/8: Continuing the rotation, the camera reveals a large flat-screen TV displaying a vibrant cityscape with skyscrapers. Behind the TV, a red ergonomic office chair is visible on a black media console. The beige leather sofa remains in view, along with wall art — framed photos and prints — hanging above it. The plush cream carpet covers the floor beneath.",
+          "Part 3/8: The camera continues its clockwise orbit, now showing a tall floor lamp with a warm glow near the far wall. The red office chair is more prominently framed. The camera tilts slightly upward, capturing the ceiling and upper wall decor, then begins to dip lower toward the base of the central chair.",
+          "Part 4/8: The camera lowers significantly, focusing on the black wheeled base of the central office chair as it rolls slightly forward across the textured cream carpet. The five-star base and casters are clearly visible. The beige sofa and side table with a remote control appear briefly at the edge of the frame.",
+          "Part 5/8: Rising again, the camera captures the full height of the central chair with its stacked pillows. A blue exercise ball is now visible tucked beside the beige sofa on the right. The side table with the remote control is clearly shown next to the sofa. The camera continues its smooth clockwise rotation.",
+          "Part 6/8: The camera passes the red office chair and TV again, completing nearly half of its 360-degree rotation. The lighting highlights the fabric textures of the pillows and the sheen of the leather sofa. The camera maintains steady motion, keeping the central chair as the anchor point.",
+          "Part 7/8: The camera completes its full rotation, returning to the initial viewpoint but now with slight positional changes — the chair has moved forward slightly. It zooms in briefly on the pillow patterns, then pulls back for a wide-angle view that includes the second beige armchair, the window with sheer curtains, and the ceiling fan above.",
+          "Part 8/8: Finally, the camera pans downward toward the black five-star base of the central office chair, emphasizing its movement across the carpet. It then tilts up one last time to frame the entire room — ensuring all mandatory landmarks are visible: red office chair, TV displaying cityscape, stacked patterned pillows, blue exercise ball, side table with remote, beige leather sofa, black wheeled base of chair, carpet texture, central office chair with pillows, wall art, and floor lamp — concluding the video with a dynamic, immersive sweep of the space."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the beige leather sofa still visible on the left side of the frame after the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "d62651109fabc1c1365b0f7d801844f620ee5770c919763b7423098bab4dc5ae_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "After tilting down to the chair’s base, does the camera return to show the full stack of patterned pillows again?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "d62651109fabc1c1365b0f7d801844f620ee5770c919763b7423098bab4dc5ae_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the central black office chair maintain its identity throughout the video despite slight positional changes?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:54.795217"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which object remains consistently referenced as the central focus across all segments?",
+          "options": [
+            "A. Red ergonomic office chair",
+            "B. Beige leather sofa",
+            "C. Central black office chair",
+            "D. Blue exercise ball"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:54.795249"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are the pillow patterns described consistently across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:54.795260"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "Which detail requires high texture fidelity to maintain consistency during close-up shots?",
+          "options": [
+            "A. Color of the TV screen",
+            "B. Pattern on the pillows",
+            "C. Position of the remote control",
+            "D. Shape of the ceiling fan"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:54.795267"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation and return to the starting view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:54.795275"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What kind of camera motion is required to maintain spatial consistency in this scene?",
+          "options": [
+            "A. Random panning",
+            "B. Vertical tilt only",
+            "C. Full horizontal loop",
+            "D. Zoom-in only"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:54.795281"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Are background elements like the TV and wall art visible again when the camera returns to the initial angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:54.795289"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "Which element must remain consistent when the camera completes its rotation and returns to the start?",
+          "options": [
+            "A. The color of the carpet",
+            "B. The position of the blue exercise ball",
+            "C. The content displayed on the TV",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:54.795295"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_ce71acc3017d7df0b85516e8ac7b87ce82a552a4840df3c0bc6d51a5594f3c50"
+  },
+  {
+    "task_id": "mem_dl3dv_994729a47e8c422960439771fbe1d8521844636ffd23c39802813d9b967c4068",
+    "instance_id": "mem_dl3dv_994729a47e8c422960439771fbe1d8521844636ffd23c39802813d9b967c4068",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_994729a47e8c422960439771fbe1d8521844636ffd23c39802813d9b967c4068.mp4",
+      "total_frames": 338,
+      "fps": 15.0,
+      "duration_sec": 22.53,
+      "reference_image_path": "inference_img/mem_dl3dv_994729a47e8c422960439771fbe1d8521844636ffd23c39802813d9b967c4068_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of an elegantly appointed dining room featuring a large round wooden dining table with a glossy black rotating center, surrounded by twelve high-backed chairs upholstered in gray and white damask-patterned fabric covers. Above the table hangs a grand crystal chandelier with multiple tiers of lights and dangling prisms, casting a warm ambient glow. The ceiling is recessed with layered geometric panels and embedded spotlights. To the left, a white textured wall features a horizontal yellow accent panel; to the right, floor-to-ceiling beige curtains drape over large windows or openings. The camera slowly pans clockwise around the table, revealing place settings with white plates, silverware, and folded napkins on each seat. As the pan continues, the perspective shifts to show more of the white wall with the yellow accent, then moves toward the opposite side where dark wood paneling frames doorways and the beige curtains dominate the background. The camera then circles back toward the starting point, offering a dynamic 360-degree tour that emphasizes the symmetry, luxury, and meticulous arrangement of the space — including the gleaming tiled floor, the polished wood grain of the table, and the intricate patterns on the chair covers. Continuing from this orbit, the camera subtly zooms in and out to highlight different angles — capturing the shimmer of the chandelier crystals, the texture of the curtain fabric, and the contrast between the dark table surface and light-colored surroundings. Finally, the camera completes its circular motion and pulls back slightly to frame the entire ensemble once more: the chandelier centered above the round table, the patterned chairs encircling it, the white wall with yellow accent visible on one side, and the beige curtains flowing down the other — all under soft, evenly distributed lighting that enhances the room’s opulent yet welcoming atmosphere."
+        ],
+        "level_2": [
+          "The video starts with a wide shot of a luxurious dining room centered around a large round wooden table with a black rotating center, surrounded by twelve chairs covered in gray-and-white damask-patterned fabric. A grand crystal chandelier hangs above, illuminating the space with warm light. On the left wall, a white textured surface features a bold horizontal yellow accent panel. Beige curtains drape along the right wall. The camera begins a slow clockwise pan, revealing neatly arranged place settings on the table while keeping the chandelier and patterned chairs in focus. The movement gradually reveals more of the white wall with the yellow accent as the camera orbits around the table’s left flank.",
+          "Continuing from the previous segment, the camera now moves along the rear of the dining area, showing the full expanse of the beige curtains on the right wall and the dark wood trim framing doorways in the background. The chandelier remains visible overhead, its crystals catching the light as the camera glides past the patterned chair covers. The camera continues its smooth clockwise arc, bringing the opposite side of the table into view — highlighting the symmetry of the place settings and the contrast between the dark table surface and the light walls. The camera angle tilts slightly upward to emphasize the layered ceiling design and recessed lighting before beginning to swing back toward the initial viewpoint.",
+          "Finally, the camera completes its circular journey around the dining table, returning to a position that mirrors the opening shot but from a slightly adjusted angle. It captures the full composition: the chandelier centered above, the round table with its black rotating core, the twelve patterned chairs, the white wall with the yellow accent on the left, and the beige curtains on the right. The camera subtly zooms out to encompass the entire scene, reinforcing the room’s balanced elegance. Lighting remains consistent — warm and diffused — enhancing the textures of the chair covers, the sheen of the table, and the soft folds of the curtains. The video ends with a lingering, stable wide shot that encapsulates the refined ambiance and meticulous design of the dining space."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a wide, static shot of a luxurious dining room centered on a large round wooden table with a glossy black rotating surface, surrounded by twelve high-backed chairs covered in gray-and-white damask-patterned fabric. Above hangs a grand multi-tiered crystal chandelier emitting warm light. To the left, a white textured wall features a horizontal yellow accent panel; to the right, floor-to-ceiling beige curtains drape the wall. The camera begins a slow clockwise pan, keeping the table and chandelier centered while revealing place settings—white plates, silverware, and folded napkins—and the recessed layered ceiling with embedded spotlights.",
+          "20-40%: Continuing the clockwise pan, the camera reveals more of the white wall with the yellow accent panel as it moves along the left flank of the table; the patterned chair covers remain prominent in the foreground. The view transitions to the rear-left quadrant, where the white wall recedes and a dark wood-framed doorway behind the table becomes visible. The beige curtains on the right come into fuller view, and the chandelier’s crystals glint softly under consistent lighting, maintaining visual continuity and symmetry of the dining setup.",
+          "40-60%: At the midpoint of the pan, the camera faces the far side of the room dominated by the beige curtains and dark wood trim. The chandelier remains overhead, casting reflections on the black table surface. The camera angle tilts slightly upward to emphasize the ceiling’s geometric recessed panels and embedded spotlights. As the pan continues toward the rear-right quadrant, the beige curtains fill much of the background while the edge of the white wall with the yellow accent begins to reappear on the left; the table’s rotating black center and place settings stay consistently framed.",
+          "60-80%: Moving into the final third, the camera reveals the right-front portion of the room: the beige curtains still dominate the backdrop, but the white wall with the yellow accent is now clearly visible again on the left. The patterned chair covers are seen from a slightly elevated angle, highlighting their tailored fit and ornate motifs; the camera subtly zooms in to emphasize the wood grain texture and glossiness of the table’s black center. The camera then continues its clockwise sweep, nearing the starting point, with the white wall and yellow accent fully in view on the left, mirroring the opening composition.",
+          "80-100%: The camera completes its circular motion and settles into a stable wide shot that mirrors the initial framing: the round table with its black rotating center sits perfectly centered beneath the grand chandelier, encircled symmetrically by the twelve patterned chair covers. The white wall with the yellow accent is visible on the left, and the beige curtains flow down the right wall. Lighting remains soft and evenly distributed, enhancing the luxurious textures—the chair fabric, table sheen, curtain folds, and polished floor tiles—all captured in crisp detail. The video ends with this serene, fully composed view of the elegant dining room."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a wide, static shot of a luxurious dining room. At the center is a large round wooden table with a glossy black rotating surface, surrounded by twelve high-backed chairs covered in gray-and-white damask-patterned fabric. Above, a grand multi-tiered crystal chandelier emits warm light. To the left, a white textured wall features a horizontal yellow accent panel. To the right, beige curtains hang from floor to ceiling. The camera begins a slow clockwise pan, keeping the table and chandelier centered.",
+          "Part 2/8: Continuing from the first segment, the camera pans further clockwise, revealing more of the white wall with the yellow accent panel. The patterned chair covers remain prominent in the foreground. The place settings — white plates, silverware, and folded napkins — are clearly visible on the table. The chandelier’s crystals glint softly as the camera moves, and the recessed ceiling lights become more noticeable against the layered architectural details.",
+          "Part 3/8: The camera continues its clockwise orbit, now showing the rear-left quadrant of the room. The white wall with the yellow accent recedes slightly as the camera reveals more of the dark wood-framed doorway behind the table. The beige curtains on the right wall come into fuller view. The patterned chair covers maintain visual continuity as the camera glides smoothly, preserving the elegant symmetry of the dining setup.",
+          "Part 4/8: Now at the midpoint of the pan, the camera faces the far side of the room, dominated by the beige curtains and dark wood trim. The chandelier remains visible overhead, casting reflections on the black table surface. The camera angle tilts slightly upward, emphasizing the ceiling’s geometric recessed panels and embedded spotlights. The patterned chair covers continue to frame the shot, their ornate designs contrasting with the minimalist walls.",
+          "Part 5/8: The camera continues its clockwise movement, now transitioning toward the rear-right quadrant. The beige curtains fill much of the background, while the edge of the white wall with the yellow accent begins to reappear on the left. The camera maintains a steady height, ensuring the table’s rotating black center and the place settings remain consistently framed. The chandelier’s sparkle becomes more pronounced as the camera angle catches its crystals from a new perspective.",
+          "Part 6/8: Moving into the final third of the pan, the camera reveals the right-front portion of the room. The beige curtains still dominate the backdrop, but the white wall with the yellow accent is now clearly visible again on the left. The patterned chair covers are seen from a slightly elevated angle, highlighting their tailored fit and decorative motifs. The camera subtly zooms in to emphasize the texture of the table’s wood grain and the glossiness of its black center.",
+          "Part 7/8: The camera continues its clockwise sweep, nearing the starting point. The white wall with the yellow accent panel is now fully in view on the left, mirroring the opening shot. The chandelier hangs centrally above the table, its crystals refracting light across the room. The camera begins to pull back slightly, preparing for a wider framing. The patterned chair covers, place settings, and polished floor tiles are all captured in crisp detail, reinforcing the room’s cohesive aesthetic.",
+          "Part 8/8: Finally, the camera completes its circular motion and settles into a stable wide shot that mirrors the initial composition. The round table with its black rotating center sits perfectly centered beneath the grand chandelier. The twelve patterned chair covers encircle the table symmetrically. The white wall with the yellow accent is visible on the left, and the beige curtains flow down the right wall. The lighting remains soft and even, enhancing the luxurious textures and colors. The video ends with this serene, fully composed view of the elegant dining room."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the chandelier still centered above the round dining table when the camera completes its loop?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "992b77e6bbbba6b54b795ee7a9ec710c1f12ed7a2e8163cf60207d791a6ab3b6_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the chandelier remain the same object when the camera completes its full rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024295"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which of the following must remain unchanged across all segments to ensure identity persistence?",
+          "options": [
+            "A. The number of chairs",
+            "B. The color of the curtains",
+            "C. The position of the yellow accent panel",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024328"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the dining table consistently depicted as round in all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024339"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What geometric feature must remain constant during the camera's clockwise pan?",
+          "options": [
+            "A. The number of chairs",
+            "B. The circular shape of the table",
+            "C. The height of the chandelier",
+            "D. The symmetry of place settings"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024346"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Are the gray-and-white damask patterns on the chair covers visible and consistent in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024354"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which texture detail is explicitly mentioned as needing consistency across views?",
+          "options": [
+            "A. Wood grain of the table",
+            "B. Sheen of the chandelier crystals",
+            "C. Folded napkins",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024360"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera return to the original wide shot after completing the circular pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024367"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What kind of camera motion is required to test horizontal loop memory?",
+          "options": [
+            "A. Zooming only",
+            "B. Vertical tilt",
+            "C. 360-degree rotation",
+            "D. Linear tracking"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024374"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "When the camera returns to the start, is the yellow accent panel still present on the left wall?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024381"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which background element must reappear consistently when the camera completes its loop?",
+          "options": [
+            "A. The chandelier",
+            "B. The dark wood doorframe",
+            "C. The beige curtains",
+            "D. The recessed ceiling lights"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024388"
+        },
+        {
+          "question": "Is the chandelier still centered above the round dining table when the camera completes its loop?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "12",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the chandelier remain the same object when the camera completes its full rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024295"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Which of the following must remain unchanged across all segments to ensure identity persistence?",
+          "options": [
+            "A. The number of chairs",
+            "B. The color of the curtains",
+            "C. The position of the yellow accent panel",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024328"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Is the dining table consistently depicted as round in all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024339"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "What geometric feature must remain constant during the camera's clockwise pan?",
+          "options": [
+            "A. The number of chairs",
+            "B. The circular shape of the table",
+            "C. The height of the chandelier",
+            "D. The symmetry of place settings"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024346"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Are the gray-and-white damask patterns on the chair covers visible and consistent in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024354"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "Which texture detail is explicitly mentioned as needing consistency across views?",
+          "options": [
+            "A. Wood grain of the table",
+            "B. Sheen of the chandelier crystals",
+            "C. Folded napkins",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024360"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the camera return to the original wide shot after completing the circular pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024367"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "What kind of camera motion is required to test horizontal loop memory?",
+          "options": [
+            "A. Zooming only",
+            "B. Vertical tilt",
+            "C. 360-degree rotation",
+            "D. Linear tracking"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024374"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "When the camera returns to the start, is the yellow accent panel still present on the left wall?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024381"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which background element must reappear consistently when the camera completes its loop?",
+          "options": [
+            "A. The chandelier",
+            "B. The dark wood doorframe",
+            "C. The beige curtains",
+            "D. The recessed ceiling lights"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024388"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the reflection in the black rotating center of the table show the chandelier and surrounding chairs correctly, matching their actual positions in the room?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The glossy black surface of the table's rotating center is described as 'gleaming' and capable of reflecting light and surroundings. Given its central position beneath the chandelier and surrounded by patterned chairs, it should reflect these objects accurately.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038217"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "When the camera pans to the rear-left quadrant, what should be visible in the reflection on the table’s surface?",
+          "options": [
+            "A. The white wall with yellow accent panel",
+            "B. The beige curtains and dark wood trim",
+            "C. The chandelier and part of the ceiling design",
+            "D. The floor tiles and camera lens"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "As the camera moves to the rear-left, the chandelier remains overhead and centrally located above the table. The reflective surface of the table would mirror the chandelier and the layered ceiling panels directly above it, making option C the correct reflection content.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038255"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Is the reflection of the place settings (white plates, silverware, napkins) visible on the table’s black surface consistent with their actual arrangement around the table?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Since the table has a glossy black surface and the place settings are symmetrically arranged, their reflections should appear mirrored and spatially accurate relative to the real setup, maintaining consistency with the environment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038267"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "Which object is most likely to be reflected in the table’s surface when the camera faces the far side of the room (Segment 4)?",
+          "options": [
+            "A. The yellow accent panel",
+            "B. The beige curtains and doorways",
+            "C. The white textured wall",
+            "D. The camera operator"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "In Segment 4, the camera faces the far side dominated by beige curtains and dark wood-framed doorways. Since the table is centered and reflective, the background elements directly behind it—curtains and doorways—would be reflected in the surface, not the walls or camera operator.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038274"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "Does the reflection in the table’s surface include the recessed ceiling lights and geometric panels when the camera tilts upward in Segment 4?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "When the camera tilts upward to emphasize the ceiling, the reflective table surface below would also capture the overhead lighting and architectural details, especially since the chandelier and ceiling are directly above the table.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038281"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "When the camera returns to the starting position in Segment 8, does the reflection on the table match the initial scene from Segment 1?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The video ends with a stable wide shot that mirrors the opening composition. Since no environmental changes occur, the reflection on the table must remain temporally consistent with the initial state.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038291"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "If the camera completes a full orbit and returns to the original viewpoint, how should the reflection on the table change?",
+          "options": [
+            "A. It should show a different angle of the chandelier",
+            "B. It should be identical to the first frame’s reflection",
+            "C. It should fade out due to lighting shift",
+            "D. It should reflect the camera itself"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Because the scene is static and the camera returns to an equivalent position with consistent lighting, the reflection should be identical to the initial view, ensuring temporal consistency across the loop.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038298"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "After the camera moves through multiple segments and returns to the starting point, does the reflection of the chandelier remain consistent in brightness and shape?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The lighting is described as 'soft and evenly distributed' throughout, and the chandelier is always present overhead. Therefore, its reflection should remain consistent over time unless obscured, which it isn't.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038304"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the reflection behavior during the entire sequence?",
+          "options": [
+            "A. The reflection changes randomly based on camera speed",
+            "B. The reflection updates dynamically with each new segment",
+            "C. The reflection remains consistent with the current scene and reverts upon return",
+            "D. The reflection disappears when the camera zooms"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt describes a continuous, smooth pan with consistent lighting and no environmental changes. Thus, the reflection should update with each new perspective but revert to the original when returning, maintaining memory consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038311"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Does the reflection on the table’s surface show the same configuration of chair covers when the camera returns to the starting position?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The chair covers are fixed in place and unchanged throughout the video. When the camera returns to the initial viewpoint, the reflection should show the same arrangement, preserving temporal consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038318"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "As the camera moves clockwise around the table, does the reflection on the table surface shift to show the changing background (e.g., from yellow accent wall to curtains)?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The table is centrally located and reflective. As the camera rotates, the angle of incidence changes, causing the reflection to dynamically update to show the new background elements visible from each position.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038334"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "When the camera is positioned at the rear of the room (Segment 4), what should the reflection on the table show?",
+          "options": [
+            "A. The front wall with the yellow accent",
+            "B. The back wall with curtains and doorways",
+            "C. The ceiling only",
+            "D. The camera lens"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "From the rear-facing position, the background consists of the beige curtains and dark wood-framed doorways. These elements would be reflected in the table's surface due to their direct alignment with the viewing angle.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038342"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "Does the reflection on the table update correctly when the camera moves from the left side to the right side of the room?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera pans from left to right, the visible background shifts from the yellow accent wall to the curtains. The reflective surface should mirror this transition, updating accordingly to maintain viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038348"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "Which direction should the reflection of the chandelier appear to move as the camera orbits clockwise around the table?",
+          "options": [
+            "A. Clockwise",
+            "B. Counterclockwise",
+            "C. Stay stationary",
+            "D. Disappear"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The chandelier is fixed overhead. As the camera moves clockwise, the angle of reflection changes such that the chandelier's image appears to move counterclockwise in the table's surface due to the law of reflection and changing incident angles.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038355"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "When the camera returns to the starting position in Segment 8, is the reflection of the yellow accent panel visible on the left side of the table surface?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The starting position shows the white wall with the yellow accent on the left. Since the reflection must align with the actual environment at that viewpoint, the accent panel should be visible in the reflection when the camera returns.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038361"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_994729a47e8c422960439771fbe1d8521844636ffd23c39802813d9b967c4068"
+  },
+  {
+    "task_id": "mem_dl3dv_3566f129daa17ed5e4dc2b67773765d9805e563794dbdf6cd17ac3f8edf8b61b",
+    "instance_id": "mem_dl3dv_3566f129daa17ed5e4dc2b67773765d9805e563794dbdf6cd17ac3f8edf8b61b",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_3566f129daa17ed5e4dc2b67773765d9805e563794dbdf6cd17ac3f8edf8b61b.mp4",
+      "total_frames": 341,
+      "fps": 15.0,
+      "duration_sec": 22.73,
+      "reference_image_path": "inference_img/mem_dl3dv_3566f129daa17ed5e4dc2b67773765d9805e563794dbdf6cd17ac3f8edf8b61b_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, low-to-the-ground shot of a cozy living room featuring a beige sectional sofa arranged in an L-shape, adorned with patterned throw pillows and blankets. The carpeted floor is light gray and plush, stretching across the entire room. A white metal ironing board stands prominently in the center, topped with a large decorative pillow featuring circular patterns in purple, orange, and cream. Behind the sofa, a wall displays multiple framed pictures arranged neatly in rows. To the left, a large flat-screen TV mounted on a black media console shows a vibrant city skyline at dusk, with illuminated skyscrapers against a blue-purple sky. As the camera slowly rotates clockwise around the ironing board, it reveals more of the room: a tall floor lamp near the window, sheer white curtains diffusing natural daylight, and a small side table beside the sofa. The camera then tilts upward slightly, bringing into view the ceiling light fixture — a simple modern design with frosted glass shades — before continuing its rotation to show the underside of the ironing board mesh, which appears as a crisscross grid of white fabric stretched over the frame. The camera continues circling, capturing reflections on the TV screen and the texture of the carpet underfoot, while maintaining focus on the central ironing board and its patterned pillow. Finally, the camera completes its full 360-degree orbit, returning to the original angle but now from a slightly lower vantage point, emphasizing the ironing board’s legs and the shadow they cast on the carpeted floor, with the TV still displaying the city skyline and the beige sectional sofa framing the background."
+        ],
+        "level_2": [
+          "The video starts with a wide-angle, low-to-the-ground shot of a cozy living room featuring a beige sectional sofa arranged in an L-shape, adorned with patterned throw pillows and blankets. The carpeted floor is light gray and plush, stretching across the entire room. A white metal ironing board stands prominently in the center, topped with a large decorative pillow featuring circular patterns in purple, orange, and cream. Behind the sofa, a wall displays multiple framed pictures arranged neatly in rows. To the left, a large flat-screen TV mounted on a black media console shows a vibrant city skyline at dusk, with illuminated skyscrapers against a blue-purple sky. As the camera slowly rotates clockwise around the ironing board, it reveals more of the room: a tall floor lamp near the window, sheer white curtains diffusing natural daylight, and a small side table beside the sofa.",
+          "Continuing from the initial rotation, the camera tilts upward slightly, bringing into view the ceiling light fixture — a simple modern design with frosted glass shades — before continuing its rotation to show the underside of the ironing board mesh, which appears as a crisscross grid of white fabric stretched over the frame. The camera continues circling, capturing reflections on the TV screen and the texture of the carpet underfoot, while maintaining focus on the central ironing board and its patterned pillow. The beige sectional sofa remains visible in the background, framing the scene as the camera moves past the TV and toward the far corner of the room.",
+          "Finally, the camera completes its full 360-degree orbit, returning to the original angle but now from a slightly lower vantage point, emphasizing the ironing board’s legs and the shadow they cast on the carpeted floor. The TV still displays the city skyline, glowing softly in the ambient light. The beige sectional sofa frames the background once again, with its patterned pillows and blankets undisturbed. The wall with framed pictures remains visible behind the sofa, and the ceiling light fixture hovers overhead as the camera holds steady, concluding the continuous loop with the same elements in place: carpeted floor, ironing board with patterned pillow, TV displaying city skyline, and the surrounding furniture and decor."
+        ],
+        "level_3": [
+          "0-20%: The video begins with a low-angle wide shot of a living room featuring a beige sectional sofa with patterned pillows, a light gray carpeted floor, and a white ironing board centered in the frame, topped with a colorful circular-patterned pillow. In the background, a wall displays framed pictures, and to the left, a large TV screen shows a city skyline at dusk. The camera begins a slow clockwise rotation around the ironing board, revealing more of the beige sectional sofa’s curve and a side table beside it. The TV screen remains visible, displaying the glowing city skyline, while the carpeted floor extends beneath all furniture, showing subtle texture under ambient lighting.",
+          "20-40%: As the rotation continues, the camera captures a tall floor lamp near a window with sheer white curtains, allowing soft daylight to filter in. The ironing board remains the focal point, its white metal legs casting faint shadows on the plush carpeted floor, while the wall of framed pictures stays visible behind the sofa. The camera then tilts slightly upward, revealing the ceiling light fixture — a modern design with frosted glass shades — positioned directly above the ironing board. The underside of the ironing board mesh becomes visible, showing its crisscross white fabric structure, while the TV screen reflects ambient light from the room.",
+          "40-60%: Continuing the clockwise rotation, the camera pans past the TV, capturing its full display of the city skyline with illuminated skyscrapers. The beige sectional sofa curves into the frame on the right, with its patterned pillows and blankets undisturbed, while the carpeted floor stretches continuously beneath all objects. The camera moves further around the ironing board, now capturing the back of the sofa and the wall of framed pictures from a different angle. The ironing board’s legs are clearly visible, casting defined shadows on the carpeted floor, while the TV screen glows softly in the background.",
+          "60-80%: As the camera approaches the final quarter of its rotation, it lowers slightly, emphasizing the texture of the carpeted floor and the base of the ironing board’s legs. The TV still displays the city skyline, and the beige sectional sofa frames the right side of the shot, maintaining visual continuity with earlier frames. Reflections on the TV screen and the texture of the carpet underfoot are captured, while the central ironing board and its patterned pillow remain in focus.",
+          "80-100%: Finally, the camera completes its 360-degree orbit, returning to the starting position but from a slightly lower angle, focusing on the ironing board’s legs and their shadows on the carpeted floor. The TV continues to display the city skyline, the beige sectional sofa frames the background, and the ceiling light fixture remains visible overhead — completing the seamless loop with all mandatory landmarks intact: carpeted floor, ironing board with patterned pillow, TV displaying city skyline, and the surrounding furniture and decor."
+        ],
+        "level_4": [
+          "The video begins with a low-angle wide shot of a living room featuring a beige sectional sofa with patterned pillows, a light gray carpeted floor, and a white ironing board centered in the frame, topped with a colorful circular-patterned pillow. In the background, a wall displays framed pictures, and to the left, a large TV screen shows a city skyline at dusk.",
+          "The camera begins a slow clockwise rotation around the ironing board, revealing more of the beige sectional sofa’s curve and a side table beside it. The TV screen remains visible, displaying the glowing city skyline, while the carpeted floor extends beneath all furniture, showing subtle texture under ambient lighting.",
+          "As the rotation continues, the camera captures a tall floor lamp near a window with sheer white curtains, allowing soft daylight to filter in. The ironing board remains the focal point, its white metal legs casting faint shadows on the plush carpeted floor, while the wall of framed pictures stays visible behind the sofa.",
+          "The camera tilts slightly upward, revealing the ceiling light fixture — a modern design with frosted glass shades — positioned directly above the ironing board. The underside of the ironing board mesh becomes visible, showing its crisscross white fabric structure, while the TV screen reflects ambient light from the room.",
+          "Continuing the clockwise rotation, the camera pans past the TV, capturing its full display of the city skyline with illuminated skyscrapers. The beige sectional sofa curves into the frame on the right, with its patterned pillows and blankets undisturbed, while the carpeted floor stretches continuously beneath all objects.",
+          "The camera moves further around the ironing board, now capturing the back of the sofa and the wall of framed pictures from a different angle. The ironing board’s legs are clearly visible, casting defined shadows on the carpeted floor, while the TV screen glows softly in the background.",
+          "As the camera approaches the final quarter of its rotation, it lowers slightly, emphasizing the texture of the carpeted floor and the base of the ironing board’s legs. The TV still displays the city skyline, and the beige sectional sofa frames the right side of the shot, maintaining visual continuity with earlier frames.",
+          "Finally, the camera completes its 360-degree orbit, returning to the starting position but from a slightly lower angle, focusing on the ironing board’s legs and their shadows on the carpeted floor. The TV continues to display the city skyline, the beige sectional sofa frames the background, and the ceiling light fixture remains visible overhead — completing the seamless loop with all mandatory landmarks intact."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Does the TV displaying the city skyline reappear in the same relative position after the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "d0324368976ff45eb84a7c20f3a9e5d09bca7d99e3568b4a8e60c5b6fcf4e2f0_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the ironing board remain visually consistent throughout the camera's orbit?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595526"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which object is consistently described as being centered in the frame during the entire sequence?",
+          "options": [
+            "A. The TV",
+            "B. The sectional sofa",
+            "C. The ironing board",
+            "D. The floor lamp"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595558"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the ironing board’s crisscross mesh structure visible from multiple angles without deformation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595570"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What structural feature of the ironing board is revealed when the camera tilts upward?",
+          "options": [
+            "A. Its wooden base",
+            "B. Its crisscross mesh underside",
+            "C. Its patterned top cushion",
+            "D. Its electrical cord"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595577"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Are fine textures like the carpet and pillow patterns described consistently across segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595586"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which element is explicitly mentioned to have visible texture under ambient lighting?",
+          "options": [
+            "A. The TV screen",
+            "B. The ironing board legs",
+            "C. The carpeted floor",
+            "D. The framed pictures"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595592"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation and return to the starting view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595599"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "How does the final camera angle differ from the initial one?",
+          "options": [
+            "A. It is higher",
+            "B. It is lower",
+            "C. It is tilted backward",
+            "D. It is zoomed in"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595605"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Do background elements like the framed pictures remain consistent when they reappear during the rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595613"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which background element remains visible throughout the entire rotation and must retain its appearance?",
+          "options": [
+            "A. The side table",
+            "B. The TV displaying the city skyline",
+            "C. The floor lamp",
+            "D. The ironing board"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595620"
+        },
+        {
+          "question": "Does the TV displaying the city skyline reappear in the same relative position after the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "12",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the ironing board remain visually consistent throughout the camera's orbit?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595526"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Which object is consistently described as being centered in the frame during the entire sequence?",
+          "options": [
+            "A. The TV",
+            "B. The sectional sofa",
+            "C. The ironing board",
+            "D. The floor lamp"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595558"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Is the ironing board’s crisscross mesh structure visible from multiple angles without deformation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595570"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "What structural feature of the ironing board is revealed when the camera tilts upward?",
+          "options": [
+            "A. Its wooden base",
+            "B. Its crisscross mesh underside",
+            "C. Its patterned top cushion",
+            "D. Its electrical cord"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595577"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Are fine textures like the carpet and pillow patterns described consistently across segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595586"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "Which element is explicitly mentioned to have visible texture under ambient lighting?",
+          "options": [
+            "A. The TV screen",
+            "B. The ironing board legs",
+            "C. The carpeted floor",
+            "D. The framed pictures"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595592"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation and return to the starting view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595599"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "How does the final camera angle differ from the initial one?",
+          "options": [
+            "A. It is higher",
+            "B. It is lower",
+            "C. It is tilted backward",
+            "D. It is zoomed in"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595605"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Do background elements like the framed pictures remain consistent when they reappear during the rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595613"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which background element remains visible throughout the entire rotation and must retain its appearance?",
+          "options": [
+            "A. The side table",
+            "B. The TV displaying the city skyline",
+            "C. The floor lamp",
+            "D. The ironing board"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595620"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the reflection on the TV screen show the actual room environment, including the ironing board and sofa, as seen from the camera's perspective?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt states that reflections are captured on the TV screen during the camera’s rotation. Since the TV is a reflective surface and the camera captures reflections, it must reflect elements of the room such as the ironing board and sofa, which are visible in the scene.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288430"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "Which objects should be visible in the reflection on the TV screen when the camera is positioned directly opposite the TV?",
+          "options": [
+            "A. The ironing board and its patterned pillow",
+            "B. The ceiling light fixture and framed pictures",
+            "C. The window with sheer curtains and floor lamp",
+            "D. The side table and part of the sectional sofa"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "When the camera is opposite the TV, the ironing board is centrally located and prominent. Therefore, the reflection on the TV screen would logically include the ironing board and its decorative pillow, as they are closest and most central to the viewing angle.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288470"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Is the reflection on the TV screen consistent with the presence of ambient daylight coming through the window?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt mentions sheer white curtains diffusing natural daylight. Since the TV screen reflects ambient light, it should reflect this soft daylight, indicating consistency between the lighting in the room and what appears in the reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288480"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "If the camera is rotating around the ironing board, what should appear in the reflection on the TV screen as the camera passes behind the sofa?",
+          "options": [
+            "A. The back of the sofa and wall of framed pictures",
+            "B. The ceiling light fixture",
+            "C. The ironing board’s underside mesh",
+            "D. The carpet texture underfoot"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "As the camera rotates past the sofa, the back of the sofa and the wall of framed pictures become visible. These elements would be reflected in the TV screen if it is angled appropriately, making them the correct content in the reflection at that moment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288487"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "Does the reflection on the TV screen include the city skyline displayed on the screen itself?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The TV screen displays a city skyline, but the reflection on it should show the room environment, not the content being displayed. The reflection and the display are separate — the reflection shows the physical room, while the screen shows digital content.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288494"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "When the camera returns to the original position after completing the 360-degree orbit, does the reflection on the TV screen remain consistent with the initial frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt describes a seamless loop where all elements return to their original state. Since the TV continues to display the city skyline and the room setup remains unchanged, the reflection on the TV screen should also remain temporally consistent with the initial view.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288504"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "In Segment 2, the camera captures reflections on the TV screen. In Segment 8, the camera returns to a similar position. How should the reflection on the TV screen compare?",
+          "options": [
+            "A. It should be identical in content and lighting",
+            "B. It should show a different angle due to camera movement",
+            "C. It should reflect only the ironing board's legs",
+            "D. It should disappear entirely"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Since the environment is static and the camera returns to a nearly identical position (only slightly lower), the reflection on the TV screen should be temporally consistent, showing the same room elements as before, maintaining continuity across segments.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288510"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Does the reflection on the TV screen change when the camera moves to a new segment, even if the room layout stays the same?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "As the camera moves around the room, the angle relative to the TV changes, so the reflection on the screen must update accordingly. Even if the room doesn’t change, the reflection should dynamically shift to reflect the new viewpoint, ensuring temporal consistency with motion.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288521"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "Which statement best describes the reflection on the TV screen across Segments 4 and 5?",
+          "options": [
+            "A. The reflection remains unchanged because the TV is fixed",
+            "B. The reflection updates to show more of the room as the camera moves",
+            "C. The reflection becomes darker due to changing lighting",
+            "D. The reflection disappears when the camera focuses on the ceiling"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "In Segment 4, the camera tilts up and shows the ceiling and underside of the ironing board. In Segment 5, it pans past the TV, implying a change in angle. Thus, the reflection on the TV screen should update to include new parts of the room, demonstrating temporal consistency with motion.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288528"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "After the camera completes its full orbit and returns to the starting position, does the reflection on the TV screen match the one seen at the beginning of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt specifies a continuous loop with the same elements intact. This implies that the reflection on the TV screen, as part of the visual environment, must return to its original state for the loop to be seamless, ensuring temporal consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288535"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "As the camera rotates clockwise around the ironing board, does the reflection on the TV screen update to show the changing perspective of the room?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The camera’s movement changes the angle relative to the TV screen. For the reflection to be physically accurate, it must update to reflect the current room configuration from that viewpoint, ensuring viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288542"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "When the camera is positioned near the window, what should the reflection on the TV screen primarily show?",
+          "options": [
+            "A. The floor lamp and sheer curtains",
+            "B. The ceiling light fixture",
+            "C. The ironing board’s legs and shadow",
+            "D. The back of the sofa"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "When the camera is near the window, the floor lamp and sheer curtains are prominent. The reflection on the TV screen would capture these nearby elements, especially since they are illuminated by daylight and close to the reflective surface.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288548"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "Does the reflection on the TV screen show the correct orientation of objects based on the camera’s position during the rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The reflection must mirror the real-world spatial relationships. As the camera moves, the reflection should adjust to show objects in the correct orientation relative to the viewer, maintaining viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288555"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "When the camera is directly above the ironing board, what should the reflection on the TV screen include?",
+          "options": [
+            "A. The ceiling light fixture and top of the ironing board",
+            "B. The underside mesh of the ironing board",
+            "C. The TV screen’s own display",
+            "D. The side table and sofa armrest"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "From a top-down view, the ceiling light fixture and the top of the ironing board would be visible. Since the TV screen reflects the overhead environment, it should show these elements, aligning with the camera’s viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288561"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "When the camera returns to the original position after a full rotation, is the reflection on the TV screen consistent with the first frame’s reflection?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt describes a seamless loop with no environmental changes. Returning to the original position means the same spatial relationship exists, so the reflection should be identical, preserving viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288567"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_3566f129daa17ed5e4dc2b67773765d9805e563794dbdf6cd17ac3f8edf8b61b"
+  },
+  {
+    "task_id": "mem_dl3dv_22f4385b2f47305c70569783d0383f4bc19c42718f9bfc43b92aedee2626909b",
+    "instance_id": "mem_dl3dv_22f4385b2f47305c70569783d0383f4bc19c42718f9bfc43b92aedee2626909b",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_22f4385b2f47305c70569783d0383f4bc19c42718f9bfc43b92aedee2626909b.mp4",
+      "total_frames": 404,
+      "fps": 15.0,
+      "duration_sec": 26.93,
+      "reference_image_path": "inference_img/mem_dl3dv_22f4385b2f47305c70569783d0383f4bc19c42718f9bfc43b92aedee2626909b_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, low-to-the-ground shot of a cozy living room centered on a black office chair with a patterned pillow (purple, beige, and brown circles) draped over its back. The camera slowly rotates clockwise around the chair, revealing a beige sectional sofa with a matching patterned blanket to the right, a red leather office chair in the background near a desk, and a large TV displaying a bright cityscape mounted on a black TV stand to the left. As the rotation continues, the camera tilts slightly upward to capture framed pictures on the wall, a floor lamp near a doorway, and ambient lighting reflecting off the carpeted floor. The camera then dips downward, moving underneath the chair to reveal the underside of the seat with visible warning labels affixed to the plastic base, followed by a close-up of the black five-star base with casters rolling slightly on the plush beige carpet. Continuing from this low angle, the camera pans up along the chair’s central column, then circles back around to show the full living room again — including the TV on its black stand, the red leather office chair, and the beige sectional sofa — before finally returning to the initial framing, completing the 360-degree orbit while maintaining smooth motion throughout."
+        ],
+        "level_2": [
+          "The video begins with a low-angle, rotating shot around a black office chair adorned with a patterned pillow (purple, beige, and brown circles). The camera moves clockwise, revealing a beige sectional sofa with a patterned blanket to the right, a red leather office chair in the background, and a TV displaying a cityscape on a black TV stand to the left. The carpeted floor is visible beneath, and ambient light illuminates the room, highlighting framed wall art and a floor lamp near a doorway. The camera maintains steady motion as it captures the full layout of the living room.",
+          "Continuing from the first segment, the camera lowers its angle and glides underneath the office chair, focusing on the underside of the seat where warning labels are clearly visible on the plastic structure. The black five-star base with its casters is shown rolling slightly on the beige carpeted floor. The camera then begins to tilt upward along the chair’s central column, preparing to re-emerge into the wider room view while maintaining smooth, continuous motion.",
+          "Finally, the camera rises and completes its circular orbit around the chair, once again showcasing the TV on its black stand displaying a cityscape, the red leather office chair in the background, and the beige sectional sofa with its patterned blanket. The floor lamp near the doorway and the carpeted flooring remain consistent visual anchors. The video concludes by returning to the original framing, having completed a full 360-degree sweep that emphasizes spatial relationships and object placement within the living room."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle shot focused on a black office chair with a colorful patterned pillow (purple, beige, brown circles) draped over its back. The camera begins a slow clockwise rotation, revealing a beige sectional sofa with a patterned blanket to the right and a TV displaying a cityscape on a black TV stand to the left. The carpeted floor and ambient lighting are visible.",
+          "20-40%: As the camera continues its clockwise rotation, more of the living room comes into view: a red leather office chair positioned near a desk in the background, framed artwork on the walls, and a floor lamp standing near a doorway. The camera movement remains smooth and steady, keeping the office chair centered as the focal point. The rotation progresses further, now showing the opposite side of the room, with the TV on its black stand remaining visible on the left and the beige sectional sofa extending across the right side of the frame.",
+          "40-60%: The camera begins to lower its angle, dipping underneath the office chair; the underside of the seat becomes visible, revealing white warning labels affixed to the plastic base. The black five-star base with its casters is partially visible, resting on the beige carpeted floor. The camera fully descends under the chair, offering a detailed view of the underside of the seat with warning labels clearly legible. The black five-star base is now fully in frame, with each caster making contact with the plush carpet. The camera lingers momentarily to emphasize structural details before beginning to rise again.",
+          "60-80%: The camera tilts upward along the central column of the office chair, transitioning smoothly from the under-chair perspective back toward the room’s mid-level view. The black five-star base recedes from focus as the patterned pillow and upper chair structure come back into prominence. Rising further, the camera resumes its clockwise orbit, now capturing the TV on its black stand displaying a cityscape, the red leather office chair in the background, and the beige sectional sofa with its patterned blanket. The floor lamp near the doorway and the ambient lighting remain consistent visual elements.",
+          "80-100%: The camera completes its 360-degree rotation, returning to the initial framing. The black office chair with the patterned pillow remains centered, surrounded by the familiar elements: the beige sectional sofa, the TV on its black stand, the red leather office chair, and the carpeted floor. The video ends with a stable, wide-angle shot mirroring the opening frame."
+        ],
+        "level_4": [
+          "The video opens with a low-angle shot focused on a black office chair with a colorful patterned pillow (purple, beige, brown circles) draped over its back. The camera begins a slow clockwise rotation, revealing a beige sectional sofa with a patterned blanket to the right and a TV displaying a cityscape on a black TV stand to the left. The carpeted floor and ambient lighting are visible.",
+          "As the camera continues its clockwise rotation, more of the living room comes into view: a red leather office chair positioned near a desk in the background, framed artwork on the walls, and a floor lamp standing near a doorway. The camera movement remains smooth and steady, keeping the office chair centered as the focal point.",
+          "The rotation progresses further, now showing the opposite side of the room. The TV on its black stand remains visible on the left, while the beige sectional sofa extends across the right side of the frame. The patterned blanket on the sofa and the carpeted floor continue to provide texture and context to the environment.",
+          "The camera begins to lower its angle, dipping underneath the office chair. The underside of the seat becomes visible, revealing white warning labels affixed to the plastic base. The black five-star base with its casters is partially visible, resting on the beige carpeted floor.",
+          "The camera fully descends under the chair, offering a detailed view of the underside of the seat with warning labels clearly legible. The black five-star base is now fully in frame, with each caster making contact with the plush carpet. The camera lingers momentarily to emphasize structural details before beginning to rise again.",
+          "The camera tilts upward along the central column of the office chair, transitioning smoothly from the under-chair perspective back toward the room’s mid-level view. The black five-star base recedes from focus as the patterned pillow and upper chair structure come back into prominence.",
+          "Rising further, the camera resumes its clockwise orbit, now capturing the TV on its black stand displaying a cityscape, the red leather office chair in the background, and the beige sectional sofa with its patterned blanket. The floor lamp near the doorway and the ambient lighting remain consistent visual elements.",
+          "The camera completes its 360-degree rotation, returning to the initial framing. The black office chair with the patterned pillow remains centered, surrounded by the familiar elements: the beige sectional sofa, the TV on its black stand, the red leather office chair, and the carpeted floor. The video ends with a stable, wide-angle shot mirroring the opening frame."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the TV displaying a cityscape still visible on the left side of the frame when the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "a31705d74cea69ba6d5b3df8a2586f5da81d6dc5672699ecdd2ef550736f7937_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Are the warning labels on the underside of the chair seat visible during the downward tilt?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "a31705d74cea69ba6d5b3df8a2586f5da81d6dc5672699ecdd2ef550736f7937_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the black office chair retain its identity throughout the entire 360-degree rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843255"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which object remains consistently visible and unchanged in identity across all segments?",
+          "options": [
+            "A. The red leather office chair",
+            "B. The TV displaying a cityscape",
+            "C. The black office chair with the patterned pillow",
+            "D. The floor lamp"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843288"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are the colors and patterns of the pillow consistent when viewed from multiple angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843300"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "Which visual detail must remain consistent under the chair despite changing camera angles?",
+          "options": [
+            "A. The color of the casters",
+            "B. The legibility of the warning labels",
+            "C. The number of casters",
+            "D. The material of the carpet"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843307"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the camera return to the exact initial framing after completing the 360-degree orbit?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843316"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What must be preserved for horizontal loop memory to succeed?",
+          "options": [
+            "A. Camera speed",
+            "B. Object positions relative to the chair",
+            "C. Lighting intensity",
+            "D. Frame rate"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843322"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Do the background elements (TV, sofa, red chair) appear unchanged when the camera returns from under the chair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843329"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "Which element serves as a key anchor for background re-entry consistency?",
+          "options": [
+            "A. The patterned blanket",
+            "B. The black TV stand",
+            "C. The floor lamp near the doorway",
+            "D. The carpeted floor"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843335"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the camera maintain consistent vertical positioning when moving from under the chair back to the room view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843343"
+        },
+        {
+          "question": "Is the TV displaying a cityscape still visible on the left side of the frame when the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "12",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Are the warning labels on the underside of the chair seat visible during the downward tilt?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "13",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "14",
+          "type": "binary",
+          "question": "Does the black office chair retain its identity throughout the entire 360-degree rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843255"
+        },
+        {
+          "question_id": "15",
+          "type": "multiple_choice",
+          "question": "Which object remains consistently visible and unchanged in identity across all segments?",
+          "options": [
+            "A. The red leather office chair",
+            "B. The TV displaying a cityscape",
+            "C. The black office chair with the patterned pillow",
+            "D. The floor lamp"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843288"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Are the colors and patterns of the pillow consistent when viewed from multiple angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843300"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "Which visual detail must remain consistent under the chair despite changing camera angles?",
+          "options": [
+            "A. The color of the casters",
+            "B. The legibility of the warning labels",
+            "C. The number of casters",
+            "D. The material of the carpet"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843307"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Does the camera return to the exact initial framing after completing the 360-degree orbit?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843316"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "What must be preserved for horizontal loop memory to succeed?",
+          "options": [
+            "A. Camera speed",
+            "B. Object positions relative to the chair",
+            "C. Lighting intensity",
+            "D. Frame rate"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843322"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Do the background elements (TV, sofa, red chair) appear unchanged when the camera returns from under the chair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843329"
+        },
+        {
+          "question_id": "21",
+          "type": "multiple_choice",
+          "question": "Which element serves as a key anchor for background re-entry consistency?",
+          "options": [
+            "A. The patterned blanket",
+            "B. The black TV stand",
+            "C. The floor lamp near the doorway",
+            "D. The carpeted floor"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843335"
+        },
+        {
+          "question_id": "22",
+          "type": "binary",
+          "question": "Does the camera maintain consistent vertical positioning when moving from under the chair back to the room view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843343"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the reflection in any mirror or reflective surface show the patterned pillow (purple, beige, and brown circles) on the office chair when the camera is positioned to view it?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt does not mention any mirrors or reflective surfaces, so there is no reflection content to evaluate. Therefore, the reflection cannot show the pillow unless a mirror exists, which is not described.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481269"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "If a mirror were present in the room reflecting the TV displaying a cityscape, what should be visible in the reflection when the camera is facing the TV?",
+          "options": [
+            "A. The cityscape displayed on the TV screen",
+            "B. The back of the red leather office chair",
+            "C. The patterned blanket on the sectional sofa",
+            "D. The underside of the office chair base"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The TV displays a bright cityscape, and if a mirror reflects the TV from the same angle as the camera, it should show the cityscape. This assumes the mirror is positioned to reflect the TV’s front-facing display.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481307"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Would a mirror placed near the floor lamp reflect the framed pictures on the wall if the camera is positioned to see both?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt does not describe any mirrors or reflective surfaces. Without a mirror being mentioned, no reflection can occur, making this question hypothetical but grounded in evaluating what would be expected if a mirror existed.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481316"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "If a glass coffee table were added to the scene and reflected the red leather office chair, what object should appear in the reflection when the camera is directly above the table?",
+          "options": [
+            "A. The black office chair with the patterned pillow",
+            "B. The red leather office chair",
+            "C. The TV stand and cityscape",
+            "D. The floor lamp near the doorway"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "If the glass coffee table is positioned such that the red leather office chair is above it, then its reflection should show the chair. The prompt places the red leather chair in the background near a desk, so it could be reflected if the table is angled appropriately.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481323"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "In a scenario where a mirror is mounted on the wall opposite the TV, would the reflection show the cityscape displayed on the TV screen?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "If the mirror is directly across from the TV and faces it, the reflection would include the TV screen showing the cityscape, assuming no obstructions. This tests whether the reflection content matches the actual environment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481330"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "If a mirror appears in Segment 1 and again in Segment 8, does the reflection show the same objects (e.g., TV, sectional sofa) in both segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Since the room layout remains unchanged throughout the video and the camera returns to the original framing, any mirror in the same position would reflect the same scene at both times, assuming no environmental changes.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481339"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the initial framing in Segment 8 after passing under the chair, how should a mirror's reflection change compared to Segment 1?",
+          "options": [
+            "A. It should show different lighting due to time progression",
+            "B. It should reflect the same objects in the same positions",
+            "C. It should only show the underside of the chair",
+            "D. It should reflect the casters rolling on the carpet"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The environment remains consistent across segments; the camera returns to the original position. Thus, any mirror in the same location would reflect the same objects in the same configuration as in Segment 1.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481347"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "If a mirror was visible during the camera’s rotation in Segment 2 and reappears in Segment 7, does the reflection update to show the new camera angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "As the camera moves around the room, the perspective changes. A mirror would reflect the changing environment accordingly, so the reflection should update to match the current viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481353"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "If a mirror shows the TV and sectional sofa in Segment 3, and the camera later returns to the same position in Segment 7, what should the mirror reflect?",
+          "options": [
+            "A. Only the office chair",
+            "B. The TV and sectional sofa, same as before",
+            "C. The underside of the chair base",
+            "D. The floor lamp and doorway"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The camera returns to a similar position, and the room has not changed. Therefore, the mirror should reflect the same objects—TV and sectional sofa—as in Segment 3, ensuring temporal consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481359"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Does the reflection in a mirror remain consistent when the camera passes under the chair and then returns to the original height?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Even though the camera briefly goes under the chair, upon returning to the original height and orientation, the environment remains unchanged. Thus, the mirror’s reflection should also remain consistent with earlier views.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481366"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "As the camera rotates clockwise around the office chair, does the reflection in a mirror show the correct side of the room based on the camera’s angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The reflection must dynamically update with the camera’s movement. As the camera rotates, the mirror should reflect the corresponding part of the room, maintaining spatial accuracy.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481373"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "When the camera dips underneath the chair and looks up at the central column, what should a mirror mounted on the ceiling reflect?",
+          "options": [
+            "A. The underside of the chair and carpet",
+            "B. The TV and sectional sofa",
+            "C. The patterned pillow on the chair back",
+            "D. The floor lamp near the doorway"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "From a low-angle view under the chair, a ceiling-mounted mirror would reflect the immediate surroundings: the underside of the chair and the carpeted floor. This ensures viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481379"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "When the camera pans upward along the chair’s column from under the chair, does the mirror reflect the rising camera path correctly?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera ascends, a mirror in the scene should reflect the changing perspective, including the upward movement and visibility of the chair’s upper structure. This maintains viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481386"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "If a mirror is placed on the wall behind the TV, what should it reflect when the camera is facing the TV from the left?",
+          "options": [
+            "A. The red leather office chair",
+            "B. The patterned blanket on the sofa",
+            "C. The black office chair with the pillow",
+            "D. The TV and cityscape"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "From the left side of the room, the mirror behind the TV would reflect the office chair with the patterned pillow, as it is located in front of the mirror from that vantage point.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481392"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "When the camera completes its 360-degree orbit and returns to the starting position, does the mirror reflect the same scene as it did at the beginning?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The camera returns to the exact same framing and orientation, and the environment has not changed. Thus, any mirror in the scene should reflect the identical view as in the opening shot, preserving viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481398"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_22f4385b2f47305c70569783d0383f4bc19c42718f9bfc43b92aedee2626909b"
+  },
+  {
+    "task_id": "mem_dl3dv_d99d4c9126a46474b90ad4b2565d9daaf529387572ccdc388e3883083b66391a",
+    "instance_id": "mem_dl3dv_d99d4c9126a46474b90ad4b2565d9daaf529387572ccdc388e3883083b66391a",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_d99d4c9126a46474b90ad4b2565d9daaf529387572ccdc388e3883083b66391a.mp4",
+      "total_frames": 350,
+      "fps": 15.0,
+      "duration_sec": 23.33,
+      "reference_image_path": "inference_img/mem_dl3dv_d99d4c9126a46474b90ad4b2565d9daaf529387572ccdc388e3883083b66391a_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a tranquil lakeside park scene, featuring a wooden bench with a black metal frame positioned on a paved walkway that curves gently left along the lake shoreline. Overhanging willow tree branches drape elegantly over the water, casting soft shadows on the grassy bank. The camera slowly pans right, revealing more of the serene lake and the lush greenery surrounding it. As the pan continues, a second identical bench comes into view further down the path, nestled under another large willow tree. A green bucket is visible under this tree, resting near some rocks and partially obscured by low-hanging branches. The paved path continues to wind through the grassy area, bordered by trees and reeds. The camera then circles back slightly, offering a wider perspective that includes both benches, the curving paved walkway, and the shimmering lake surface reflecting the morning light. Continuing from this wide shot, the camera moves forward along the path, passing the first bench again and highlighting the texture of the pavement and scattered leaves. The willow tree’s long, flowing branches sway subtly in the breeze, framing the lake beautifully. Finally, the camera returns to its original position, completing a gentle circular motion that captures the peaceful ambiance of the park, with all mandatory landmarks — willow tree overhanging lake, paved path curving left, benches positioned near water, green bucket under tree, willow tree branches, paved walkway, wooden bench with black metal frame, and lake shoreline — clearly and cohesively integrated throughout the entire sequence."
+        ],
+        "level_2": [
+          "The video opens with a static wide shot of a wooden bench with a black metal frame situated on a paved walkway that curves left along the lake shoreline. Overhanging willow tree branches frame the scene, draping toward the water’s edge. In the background, the calm lake reflects sunlight, while tall reeds and grasses line the shore. The camera begins a slow pan to the right, revealing more of the lake and the continuation of the paved path. A second bench appears in the distance, also placed near the water under another willow tree. The green bucket under the tree becomes visible as the camera moves closer to the second bench, nestled beside rocks and partially hidden by foliage. The paved walkway remains prominent, winding through the grassy terrain.",
+          "Continuing from the previous segment, the camera now focuses on the second bench under the willow tree, capturing the green bucket nearby and the intricate details of the tree’s drooping branches. The camera begins to circle around this bench, showing the paved path extending behind it and the lake shoreline stretching into the distance. The movement reveals the full context of the park: multiple benches spaced along the curving walkway, each positioned for optimal lake views. The camera then transitions smoothly to a forward tracking shot along the paved path, passing the first bench once more. The texture of the stone pavers, scattered dry leaves, and the contrast between the manicured grass and natural shoreline are highlighted. Willow branches continue to sway gently overhead, maintaining the serene atmosphere.",
+          "Finally, the camera completes its circular trajectory by returning to the initial vantage point, offering a familiar yet refreshed view of the first bench and the willow tree overhanging the lake. The paved path curves left as before, leading the eye toward the distant shoreline and the second bench still visible under its own willow canopy. The green bucket remains tucked beneath the tree, a quiet detail anchoring the scene. The camera lingers briefly, allowing the viewer to absorb the full composition: the wooden bench with black metal frame, the paved walkway, the willow tree branches swaying in the breeze, and the tranquil lake shoreline. All mandatory landmarks are present and visually connected, reinforcing the peaceful continuity of the park environment from start to finish."
+        ],
+        "level_3": [
+          "0-20%: The video begins with a medium shot of a wooden bench with a black metal frame positioned on a paved walkway that curves left along the lake shoreline. Overhanging willow tree branches frame the top of the frame, casting shadows on the grass below. The lake glimmers in the background, bordered by reeds and grasses. The camera is stationary but poised to begin a slow pan to the right, then initiates a smooth rightward pan, revealing more of the paved walkway and the continuation of the lake shoreline; the first bench stays in view on the left as the camera uncovers a second bench further down the path, also near the water and under another willow tree, though the green bucket under the second tree is not yet visible.",
+          "20-40%: The pan continues, bringing the second bench fully into view. The green bucket under the tree becomes noticeable, resting near rocks and partially hidden by low-hanging branches. The paved path curves visibly to the left behind the bench, and the lake shoreline extends into the distance. The camera maintains a steady pace, emphasizing the tranquility of the setting. The camera then begins to circle around the second bench, shifting perspective to show the paved walkway extending behind it and the full expanse of the lake shoreline, with willow branches draping gracefully into the frame and the green bucket remaining visible under the tree.",
+          "40-60%: Continuing the circular motion, the camera now faces back toward the first bench, capturing the full length of the paved path that connects both benches. The willow tree overhanging the lake is prominent again, its branches framing the shot. The camera begins a slow forward tracking movement along the paved walkway, passing the first bench once more. As the camera tracks forward, the texture of the stone pavers and scattered dry leaves become more detailed. The grassy bank beside the path is uneven, with patches of dirt and moss. Willow tree branches overhead sway gently, filtering sunlight onto the path, while the lake shoreline remains visible to the right with reeds swaying slightly in the breeze.",
+          "60-80%: The camera continues its forward motion, approaching the end of the paved path near the first bench. It begins to arc back to the left, initiating a return to the original viewpoint. The second bench and the green bucket under the tree come back into view in the distance, framed by the willow branches and the lake beyond. The paved walkway, curving left, remains central to the composition, and the serene ambiance is maintained through subtle movement of foliage and light reflections on the water.",
+          "80-100%: Finally, the camera settles back into its starting position, offering a symmetrical composition of the first bench, the curving paved walkway, and the willow tree overhanging the lake. The green bucket under the distant tree, the wooden bench with black metal frame, the paved walkway, the willow branches, and the lake shoreline are all visible, creating a harmonious and complete visual loop that encapsulates the entire scene. The camera lingers briefly, allowing the viewer to absorb the full composition, with all mandatory landmarks clearly and cohesively integrated."
+        ],
+        "level_4": [
+          "Part 1/8: The video begins with a medium shot of a wooden bench with a black metal frame positioned on a paved walkway that curves left along the lake shoreline. Overhanging willow tree branches frame the top of the frame, casting shadows on the grass below. The lake glimmers in the background, bordered by reeds and grasses. The camera is stationary but poised to begin a slow pan to the right.",
+          "Part 2/8: The camera begins a smooth rightward pan, revealing more of the paved walkway and the continuation of the lake shoreline. The willow tree’s branches remain prominent, gently swaying. The first bench stays in view on the left as the camera uncovers a second bench further down the path, also near the water and under another willow tree. The green bucket under the second tree is not yet visible.",
+          "Part 3/8: The pan continues, bringing the second bench fully into view. The green bucket under the tree becomes noticeable, resting near rocks and partially hidden by low-hanging branches. The paved path curves visibly to the left behind the bench, and the lake shoreline extends into the distance. The camera maintains a steady pace, emphasizing the tranquility of the setting.",
+          "Part 4/8: The camera begins to circle around the second bench, shifting perspective to show the paved walkway extending behind it and the full expanse of the lake shoreline. Willow branches drape gracefully into the frame, enhancing the sense of enclosure and peace. The green bucket remains visible under the tree, adding a subtle human element to the natural scene.",
+          "Part 5/8: Continuing the circular motion, the camera now faces back toward the first bench, capturing the full length of the paved path that connects both benches. The willow tree overhanging the lake is prominent again, its branches framing the shot. The camera begins a slow forward tracking movement along the paved walkway, passing the first bench once more.",
+          "Part 6/8: As the camera tracks forward, the texture of the stone pavers and scattered dry leaves become more detailed. The grassy bank beside the path is uneven, with patches of dirt and moss. The willow tree branches overhead sway gently, filtering sunlight onto the path. The lake shoreline remains visible to the right, with reeds swaying slightly in the breeze.",
+          "Part 7/8: The camera continues its forward motion, approaching the end of the paved path near the first bench. It begins to arc back to the left, initiating a return to the original viewpoint. The second bench and the green bucket under the tree come back into view in the distance, framed by the willow branches and the lake beyond.",
+          "Part 8/8: Finally, the camera settles back into its starting position, offering a symmetrical composition of the first bench, the curving paved walkway, and the willow tree overhanging the lake. The green bucket under the distant tree, the wooden bench with black metal frame, the paved walkway, the willow branches, and the lake shoreline are all visible, creating a harmonious and complete visual loop that encapsulates the entire scene."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Does the wooden bench reappear in the same position when the camera moves backward?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Path Retracing Memory",
+          "question_id": "caf35e90103817a639c72286755aa7b25718666b337269cf7c577b19722a17df_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Is the green bucket still visible under the tree after the camera retraces its path?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Path Retracing Memory",
+          "question_id": "caf35e90103817a639c72286755aa7b25718666b337269cf7c577b19722a17df_0_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the wooden bench with a black metal frame maintain the same appearance when the camera returns to the starting position?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:39.504167"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the bench’s consistency requirement across camera movements?",
+          "options": [
+            "A. It changes color depending on lighting",
+            "B. It must retain identical material and structure",
+            "C. It disappears in later segments",
+            "D. It transforms into a stone bench"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:39.504203"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the paved walkway consistently curve left along the shoreline in all views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:39.504216"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Is the green bucket visible under the second tree when the camera returns to the initial view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:39.504224"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the camera return to the exact initial vantage point at the end of the sequence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:39.504232"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What must be preserved for successful horizontal loop memory?",
+          "options": [
+            "A. Only the bench's position",
+            "B. The entire scene composition including landmarks",
+            "C. Just the camera speed",
+            "D. Only the lake reflection"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:39.504238"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Are the background elements such as the lake and willow trees consistent when the camera returns to the start?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:39.504259"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "How should the paved walkway appear when the camera retraces its path?",
+          "options": [
+            "A. With different texture details",
+            "B. Identical to the forward pass",
+            "C. Completely changed",
+            "D. Only partially visible"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:39.504267"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_d99d4c9126a46474b90ad4b2565d9daaf529387572ccdc388e3883083b66391a"
+  },
+  {
+    "task_id": "mem_dl3dv_81bf2a03aadbf20bf20aa2feb18ab8b9afbd377b5be45e3792622e6e8d227a02",
+    "instance_id": "mem_dl3dv_81bf2a03aadbf20bf20aa2feb18ab8b9afbd377b5be45e3792622e6e8d227a02",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_81bf2a03aadbf20bf20aa2feb18ab8b9afbd377b5be45e3792622e6e8d227a02.mp4",
+      "total_frames": 321,
+      "fps": 15.0,
+      "duration_sec": 21.4,
+      "reference_image_path": "inference_img/mem_dl3dv_81bf2a03aadbf20bf20aa2feb18ab8b9afbd377b5be45e3792622e6e8d227a02_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a low-angle shot of a green octagonal picnic table with black metal legs and attached benches, situated on a paved ground composed of light beige square tiles. The camera slowly circles clockwise around the table, revealing its full structure — slatted tabletop, curved bench seating integrated into the frame, and sturdy black support beams. To the right, a red brick wall runs parallel to the table, while in the background, a distant building entrance with white-framed glass doors and steps leading up to it becomes visible as the camera moves. As the camera continues its orbit, the perspective shifts to show the table from multiple angles: side view, front view, and rear view, all while maintaining consistent lighting under an overcast sky. The tiled pavement features subtle variations in shade and occasional darker grout lines, and a narrow strip of gray stone bordering the walkway appears intermittently. The picnic table remains stationary throughout, with no people or movement other than the camera’s smooth, continuous circular motion. Finally, the camera completes its 360-degree sweep, returning to a position similar to the opening shot but slightly elevated, offering a comprehensive view of the entire scene including the brick wall, the distant entrance, and the geometric pattern of the tiled ground surrounding the green picnic table."
+        ],
+        "level_2": [
+          "The video starts with a close-up, low-angle view of a green octagonal picnic table with black legs and attached benches, resting on a paved surface made of square beige tiles. The camera begins a slow clockwise pan around the table, revealing its slatted top and curved bench seating. In the background, a red brick wall is visible on the right, and further back, a distant building entrance with white-framed glass doors can be seen. The camera continues moving, capturing the texture of the tiles and the clean lines of the table’s construction.",
+          "Continuing from the previous segment, the camera now shows the picnic table from its left side and then its rear, emphasizing the symmetrical design of the attached benches and the black metal framework. The brick wall remains visible along the right edge of the frame, while the paved ground extends outward with consistent tile patterns. The distant building entrance comes more clearly into view as the camera circles, showing steps leading up to the doors. The lighting remains even and diffused, suggesting an overcast day, and no objects or people interrupt the scene.",
+          "Finally, the camera completes its circular path around the green picnic table, now approaching from the front-right angle before returning to a near-original position but slightly higher. The full geometry of the table — octagonal top, curved benches, black supports — is again showcased. The brick wall, tiled pavement, and distant building entrance are all present in the frame, reinforcing the spatial context. The camera movement slows as it settles, offering a final, stable view that encapsulates the entire environment without any additional elements entering the scene."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle shot focused on the front-left corner of a green octagonal picnic table with black metal legs, positioned on a paved ground made of square beige tiles. A red brick wall is visible to the right, and in the far background, a distant building entrance with white-framed doors can be faintly seen. The camera begins a slow clockwise rotation around the table, revealing the full left side of the picnic table, highlighting the attached curved bench and the slatted tabletop. The brick wall remains in view on the right, while the paved ground extends forward with uniform square tiles.",
+          "20-40%: Continuing the clockwise pan, the camera captures the rear-left quarter of the picnic table, showing the symmetry of the bench seating and the black support structure underneath. The brick wall still occupies the right edge of the frame, and the tiled pavement continues to stretch outward. The distant building entrance becomes more clearly visible, with steps leading up to the white-framed doors. As the camera moves to the rear of the table, the full backside comes into view, emphasizing the octagonal shape and the integrated bench design. The brick wall is now partially out of frame, replaced by more of the paved ground.",
+          "40-60%: The camera continues its clockwise arc to the rear-right side of the table, showcasing the right bench and the black leg supports. The brick wall reappears on the right edge, and the tiled pavement stretches diagonally toward the foreground. The distant building entrance remains visible in the background, though slightly obscured by the table’s structure. Now capturing the right side of the picnic table, the camera highlights the curvature of the attached bench and the slatted top. The brick wall runs vertically along the right edge, while the paved ground fills the lower portion of the frame.",
+          "60-80%: The camera moves to the front-right angle of the picnic table, offering a view that combines the tabletop, bench, and black support legs. The brick wall is prominent on the right, and the tiled pavement extends forward. The distant building entrance is still visible in the background, now aligned with the center of the table. The lighting remains even and diffused, suggesting an overcast day, and no objects or people interrupt the scene. The full geometry of the table — octagonal top, curved benches, black supports — is showcased from this perspective.",
+          "80-100%: Finally, the camera completes its circular motion, returning to a position similar to the start but slightly elevated, showing the front-left corner of the green picnic table once more. The brick wall, paved ground with square tiles, and distant building entrance are all visible, creating a cohesive and complete environmental shot. The camera slows to a gentle stop, concluding the sequence. The tiled pavement features subtle variations in shade and occasional darker grout lines, and a narrow strip of gray stone bordering the walkway appears intermittently. The picnic table remains stationary throughout, with no people or movement other than the camera’s smooth, continuous circular motion."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle shot focused on the front-left corner of a green octagonal picnic table with black metal legs, positioned on a paved ground made of square beige tiles. A red brick wall is visible to the right, and in the far background, a distant building entrance with white-framed doors can be faintly seen. The camera begins a slow clockwise rotation around the table.",
+          "Part 2/8: Continuing the clockwise pan, the camera now reveals the full left side of the picnic table, highlighting the attached curved bench and the slatted tabletop. The brick wall remains in view on the right, while the paved ground extends forward with uniform square tiles. The distant building entrance becomes slightly more defined as the camera angle shifts.",
+          "Part 3/8: The camera now captures the rear-left quarter of the picnic table, showing the symmetry of the bench seating and the black support structure underneath. The brick wall still occupies the right edge of the frame, and the tiled pavement continues to stretch outward. The distant building entrance is more clearly visible, with steps leading up to the white-framed doors.",
+          "Part 4/8: As the camera moves to the rear of the table, the full backside of the green picnic table comes into view, emphasizing the octagonal shape and the integrated bench design. The brick wall is now partially out of frame, replaced by more of the paved ground. The distant building entrance remains visible in the background, centered in the upper part of the frame.",
+          "Part 5/8: The camera continues its clockwise arc to the rear-right side of the table, showcasing the right bench and the black leg supports. The brick wall reappears on the right edge, and the tiled pavement stretches diagonally toward the foreground. The distant building entrance is still visible, though slightly obscured by the table’s structure.",
+          "Part 6/8: Now capturing the right side of the picnic table, the camera highlights the curvature of the attached bench and the slatted top. The brick wall runs vertically along the right edge, while the paved ground fills the lower portion of the frame. The distant building entrance remains in view, framed between the table and the wall.",
+          "Part 7/8: The camera moves to the front-right angle of the picnic table, offering a view that combines the tabletop, bench, and black support legs. The brick wall is prominent on the right, and the tiled pavement extends forward. The distant building entrance is still visible in the background, now aligned with the center of the table.",
+          "Part 8/8: Finally, the camera completes its circular motion, returning to a position similar to the start but slightly elevated, showing the front-left corner of the green picnic table once more. The brick wall, paved ground with square tiles, and distant building entrance are all visible, creating a cohesive and complete environmental shot. The camera slows to a gentle stop, concluding the sequence."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the green picnic table still centered in the frame when the camera returns to its initial position?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "d9dcaedb97652c3c67e21da8539aeeedb247790c7eee11ec415cb3c2e809f291_0_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Can the distant building entrance be seen at multiple points during the camera’s movement?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "d9dcaedb97652c3c67e21da8539aeeedb247790c7eee11ec415cb3c2e809f291_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the picnic table maintain the same green color throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:50.034283"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which attribute of the picnic table remains unchanged across all camera angles?",
+          "options": [
+            "A. Its color",
+            "B. Its number of sides",
+            "C. Its position on the ground",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:50.034318"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the picnic table consistently described as octagonal in shape across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:50.034330"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "What must remain constant about the picnic table’s structure during the camera rotation?",
+          "options": [
+            "A. Number of benches",
+            "B. Shape of tabletop",
+            "C. Support leg configuration",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:50.034337"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Are the slatted details of the tabletop mentioned in multiple segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:50.034345"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "Which element reflects high texture fidelity requirements?",
+          "options": [
+            "A. The brick wall",
+            "B. The tiled pavement",
+            "C. The glass doors",
+            "D. The metal legs"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:50.034352"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree orbit around the table?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:50.034359"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "How does the camera return to the starting position?",
+          "options": [
+            "A. Exactly the same",
+            "B. Slightly elevated",
+            "C. From a different direction",
+            "D. With zoomed-in view"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:50.034365"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Is the distant building entrance visible in both the first and last segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:50.034373"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "Which background element must remain consistent upon camera return?",
+          "options": [
+            "A. Brick wall",
+            "B. Building entrance",
+            "C. Tiled pavement",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:50.034379"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_81bf2a03aadbf20bf20aa2feb18ab8b9afbd377b5be45e3792622e6e8d227a02"
+  },
+  {
+    "task_id": "mem_dl3dv_5ae8bcd02acf6cd0b5f65b03d6adbfc55e48b32175bb430cabf2598a503b7f9b",
+    "instance_id": "mem_dl3dv_5ae8bcd02acf6cd0b5f65b03d6adbfc55e48b32175bb430cabf2598a503b7f9b",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_5ae8bcd02acf6cd0b5f65b03d6adbfc55e48b32175bb430cabf2598a503b7f9b.mp4",
+      "total_frames": 338,
+      "fps": 15.0,
+      "duration_sec": 22.53,
+      "reference_image_path": "inference_img/mem_dl3dv_5ae8bcd02acf6cd0b5f65b03d6adbfc55e48b32175bb430cabf2598a503b7f9b_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, low-to-ground tracking shot moving forward across a lush green lawn toward a modern architectural complex. On the left, a curved metallic facade with reflective silver panels dominates the frame, featuring a prominent circular window near its center. The sky above is partly cloudy, and cloud reflections shimmer across the polished metallic surfaces. As the camera glides forward, it reveals a glass-paneled tower on the right with a distinct blue tint, its vertical structure mirroring the sky and surrounding environment. In the distant background to the far left, a red building peeks into view, contrasting with the cool metallic tones of the foreground structures. The camera continues its smooth, steady movement along the grassy expanse, maintaining the green lawn in the foreground while gradually revealing more of the interplay between the curved metallic structure and the glass tower. Reflective metallic panels on both buildings capture shifting light and reflections as the camera pans slightly rightward, emphasizing the curvature and sleekness of the architecture. The video concludes with the camera still moving forward, keeping the green lawn anchored at the bottom of the frame, the curved facade receding slightly to the left, and the glass tower rising prominently on the right — all under a bright sky with dynamic cloud reflections dancing across every surface."
+        ],
+        "level_2": [
+          "The video begins with a low-angle tracking shot advancing across a vibrant green lawn toward a futuristic building complex. On the left stands a curved metallic facade composed of highly reflective silver panels, punctuated by a circular window near its center. Cloud reflections ripple across the shiny surfaces as the camera moves forward. In the far-left background, a distant red building is partially visible, adding color contrast. The green lawn remains dominant in the foreground throughout this segment.",
+          "Continuing from the previous motion, the camera maintains its forward glide, now revealing more of the adjacent glass-paneled tower on the right. This tower features a pronounced blue tint and vertical glass panels that reflect the sky and nearby structures. The curved metallic facade on the left continues to dominate the left side of the frame, its reflective panels capturing shifting light. The green lawn persists in the foreground, anchoring the composition as the camera subtly pans right, aligning the two architectural elements within the same visual plane.",
+          "Finally, the camera proceeds forward with sustained momentum, now fully framing the juxtaposition of the curved metallic facade on the left and the tall glass-paneled tower with blue-tinted windows on the right. Cloud reflections animate both surfaces, creating a dynamic interplay of light and form. The green lawn stretches continuously in the foreground, leading the eye toward the architectural convergence. The distant red building remains faintly visible in the background, completing the scene’s spatial depth before the video ends with the camera still in motion."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle, forward-moving shot across a neatly trimmed green lawn. A curved metallic facade with reflective silver panels appears on the left, featuring a circular window near its center. Clouds are reflected on the glossy surface, and a distant red building is faintly visible on the far left. The sky is partly cloudy, casting soft shadows on the grass. As the camera advances smoothly, reflections of clouds glide across the metallic panels, enhancing the sense of motion and depth.",
+          "20-40%: Continuing forward, the camera maintains focus on the curved metallic facade while bringing the edge of a glass-paneled tower on the right into clearer view. The green lawn remains prominent in the foreground. The glass tower features a pronounced blue tint and vertical glass panels that reflect the sky and surrounding structures. The circular window on the curved facade remains visible, and the reflective metallic panels continue to mirror the moving clouds. The distant red building stays in the background, subtly anchoring the scene’s spatial context.",
+          "40-60%: The camera progresses further, widening the angle slightly to include more of the glass tower’s height. The curved metallic facade on the left curves inward, creating a sense of enclosure. The green lawn fills the lower third of the frame, and cloud reflections remain active on both building surfaces. The camera positions the glass-paneled tower more centrally on the right side of the frame, while the curved metallic facade recedes slightly but remains a strong visual element on the left. The circular window is still visible, and the reflective panels shimmer with cloud movements.",
+          "60-80%: The shot now emphasizes the architectural contrast between the curved metallic structure and the vertical glass tower. The camera subtly pans right, aligning both structures within a balanced composition. The green lawn stretches uninterrupted in the foreground, and cloud reflections animate the entire scene, creating a cohesive visual rhythm. The full verticality of the blue-tinted glass tower becomes apparent alongside the sweeping curve of the metallic facade. The reflective metallic panels continue to capture the sky’s changing patterns, and the distant red building reappears slightly as the perspective shifts.",
+          "80-100%: Finally, the camera continues moving forward, holding the dual-structure composition firmly in view. The curved metallic facade occupies the left third, while the glass tower dominates the right. Cloud reflections dance across both surfaces, and the green lawn remains consistently in the foreground. The distant red building is faintly visible in the background, completing the scene’s spatial depth. The video ends mid-motion, preserving the sense of ongoing exploration and architectural harmony."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle, forward-moving shot across a neatly trimmed green lawn. A curved metallic facade with reflective silver panels appears on the left, featuring a circular window near its center. Clouds are reflected on the glossy surface, and a distant red building is faintly visible on the far left. The sky is partly cloudy, casting soft shadows on the grass.",
+          "Part 2/8: Continuing forward, the camera maintains focus on the curved metallic facade while beginning to reveal the edge of a glass-paneled tower on the right. The green lawn remains prominent in the foreground. Reflections of clouds glide across the metallic panels as the camera advances smoothly, enhancing the sense of motion and depth.",
+          "Part 3/8: The camera progresses further, bringing the glass-paneled tower into clearer view. Its blue-tinted glass reflects the sky and surrounding structures. The circular window on the curved facade remains visible, and the reflective metallic panels continue to mirror the moving clouds. The distant red building stays in the background, subtly anchoring the scene’s spatial context.",
+          "Part 4/8: As the camera moves ahead, the angle widens slightly to include more of the glass tower’s height. The curved metallic facade on the left curves inward, creating a sense of enclosure. The green lawn fills the lower third of the frame, and cloud reflections remain active on both building surfaces, reinforcing the dynamic lighting conditions.",
+          "Part 5/8: The camera continues its steady forward motion, now positioning the glass-paneled tower more centrally on the right side of the frame. The curved metallic facade recedes slightly but remains a strong visual element on the left. The circular window is still visible, and the reflective panels shimmer with cloud movements. The distant red building is less prominent but still present.",
+          "Part 6/8: The shot now emphasizes the architectural contrast between the curved metallic structure and the vertical glass tower. The camera subtly pans right, aligning both structures within a balanced composition. The green lawn stretches uninterrupted in the foreground, and cloud reflections animate the entire scene, creating a cohesive visual rhythm.",
+          "Part 7/8: The camera maintains its forward trajectory, now showing the full verticality of the blue-tinted glass tower alongside the sweeping curve of the metallic facade. The reflective metallic panels continue to capture the sky’s changing patterns. The green lawn anchors the bottom of the frame, and the distant red building reappears slightly as the perspective shifts.",
+          "Part 8/8: Finally, the camera continues moving forward, holding the dual-structure composition firmly in view. The curved metallic facade occupies the left third, while the glass tower dominates the right. Cloud reflections dance across both surfaces, and the green lawn remains consistently in the foreground. The video ends mid-motion, preserving the sense of ongoing exploration and architectural harmony."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the circular window still visible on the curved metallic facade when the camera returns to the initial angle?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "d777a575c7165bf529c998cc22a3eb0502fb998e1fcdc788e9a13ba5a19e3819_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the curved metallic facade remain the same object throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718218"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which building is consistently present on the left side of the frame from Segment 1 to Segment 8?",
+          "options": [
+            "A. The red building",
+            "B. The glass-paneled tower",
+            "C. The curved metallic facade",
+            "D. A new structure appears"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718248"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the curvature of the metallic facade change as the camera moves forward?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718257"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What happens to the shape of the glass tower as it becomes more visible?",
+          "options": [
+            "A. It bends into a curve",
+            "B. It remains vertically straight",
+            "C. It appears shorter",
+            "D. It changes color"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718263"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Do cloud reflections on the metallic facade match the sky's movement in real time?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718269"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "How do the reflections on the glass tower behave as the camera advances?",
+          "options": [
+            "A. They become static",
+            "B. They mirror moving clouds",
+            "C. They fade out",
+            "D. They show unrelated scenes"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718274"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera reverse direction at any point during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718279"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What is the nature of the camera's motion throughout the sequence?",
+          "options": [
+            "A. Oscillating back and forth",
+            "B. Forward tracking only",
+            "C. Rotating 360 degrees",
+            "D. Zooming in and out"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718284"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are the reflections on the metallic facade consistent with the visible sky?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718290"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "What does the reflection on the glass tower include?",
+          "options": [
+            "A. Only the sky",
+            "B. The sky and nearby structures",
+            "C. The red building alone",
+            "D. No reflections at all"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718296"
+        },
+        {
+          "question": "Is the circular window still visible on the curved metallic facade when the camera returns to the initial angle?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "12",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the curved metallic facade remain the same object throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718218"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Which building is consistently present on the left side of the frame from Segment 1 to Segment 8?",
+          "options": [
+            "A. The red building",
+            "B. The glass-paneled tower",
+            "C. The curved metallic facade",
+            "D. A new structure appears"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718248"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the curvature of the metallic facade change as the camera moves forward?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718257"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "What happens to the shape of the glass tower as it becomes more visible?",
+          "options": [
+            "A. It bends into a curve",
+            "B. It remains vertically straight",
+            "C. It appears shorter",
+            "D. It changes color"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718263"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Do cloud reflections on the metallic facade match the sky's movement in real time?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718269"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "How do the reflections on the glass tower behave as the camera advances?",
+          "options": [
+            "A. They become static",
+            "B. They mirror moving clouds",
+            "C. They fade out",
+            "D. They show unrelated scenes"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718274"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the camera reverse direction at any point during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718279"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "What is the nature of the camera's motion throughout the sequence?",
+          "options": [
+            "A. Oscillating back and forth",
+            "B. Forward tracking only",
+            "C. Rotating 360 degrees",
+            "D. Zooming in and out"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718284"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Are the reflections on the metallic facade consistent with the visible sky?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718290"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "What does the reflection on the glass tower include?",
+          "options": [
+            "A. Only the sky",
+            "B. The sky and nearby structures",
+            "C. The red building alone",
+            "D. No reflections at all"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718296"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the reflection on the curved metallic facade include the partly cloudy sky and moving clouds as described in the prompt?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt explicitly states that 'cloud reflections shimmer across the polished metallic surfaces,' indicating that the sky and clouds must be visible in the reflection, matching the actual environment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615172"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "Which of the following objects should be reflected in the glass-paneled tower's blue-tinted windows according to the prompt?",
+          "options": [
+            "A. The red building and green lawn",
+            "B. The curved metallic facade and partly cloudy sky",
+            "C. The camera operator and tripod",
+            "D. A distant mountain range"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt says the glass tower 'mirrors the sky and surrounding environment,' and the surrounding environment includes the curved metallic facade and the partly cloudy sky. The red building is too distant and not directly adjacent, so it’s less likely to be a primary reflection. The camera operator is not mentioned, nor is a mountain range.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615212"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Is the circular window on the curved metallic facade reflected in the glass tower’s surface when both structures are visible together?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Since the glass tower reflects the surrounding environment and the curved metallic facade with its circular window is adjacent and visible, the reflection should include the window as part of the reflected scene, assuming proper angles and lighting.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615223"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "What should be visible in the reflection of the metallic panels when the camera is at the beginning of Segment 1?",
+          "options": [
+            "A. The green lawn and the red building",
+            "B. The sky with clouds and the distant red building",
+            "C. The glass tower and the camera lens",
+            "D. The ground beneath the camera"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "At the start of Segment 1, the metallic facade is on the left, and the sky above is partly cloudy. The red building is faintly visible in the background. Therefore, the reflection should show the sky and clouds, along with the distant red building if within the field of view of the reflective surface.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615231"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "Does the reflection in the glass tower include the green lawn in the foreground?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt describes the glass tower reflecting 'the sky and surrounding environment.' Since the green lawn is part of the immediate surroundings and occupies the foreground, it should appear in the reflection depending on the angle, especially as the camera moves closer.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615237"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "When the camera returns to a similar position in Segment 7 after having moved forward through earlier segments, does the reflection of the sky remain consistent with prior views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt describes dynamic cloud reflections throughout the video, but since the sky remains partly cloudy and no time jump is indicated, the reflection should maintain continuity—clouds should move naturally but consistently across frames, preserving temporal coherence.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615247"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "In Segment 3, when the glass tower becomes more visible, how should the reflection on its surface compare to that seen in Segment 2?",
+          "options": [
+            "A. It should be identical because the camera hasn’t changed much",
+            "B. It should show more of the sky and less of the lawn due to changing perspective",
+            "C. It should suddenly show raindrops or water stains",
+            "D. It should reflect only the camera and not the environment"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "As the camera advances and reveals more of the glass tower, the viewing angle changes, so the reflection should shift accordingly—showing more sky and possibly less of the lower foreground elements like the lawn, maintaining temporal consistency with movement.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615254"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Does the reflection of the red building in the metallic facade remain visible throughout all segments where the red building is in the background?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The red building is described as 'faintly visible' in multiple segments (e.g., Segments 1, 3, 5, 7), implying it stays in the background. If the metallic facade reflects the surrounding environment, the red building should appear in the reflection whenever it is within the field of view of the reflective surface.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615261"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "If the sky conditions change from partly cloudy to fully overcast between Segment 4 and Segment 8, would the reflections on both buildings still be consistent with the original description?",
+          "options": [
+            "A. Yes, because the prompt specifies partly cloudy skies throughout",
+            "B. No, because the prompt never mentions such a change",
+            "C. Yes, because reflections always adapt automatically",
+            "D. No, because reflections should match real-world lighting"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt consistently describes a partly cloudy sky across all segments. Therefore, any deviation such as full overcast would violate the described environment, making the reflection inconsistent. Thus, reflections must remain aligned with the stated weather condition.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615268"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Are the cloud reflections on the metallic panels continuously updated as the camera moves forward across segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt emphasizes 'shifting light and reflections' and 'dancing across every surface,' indicating that cloud reflections should evolve dynamically over time, updating appropriately as the camera progresses through each segment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615275"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "As the camera pans slightly rightward in Segment 2, do the reflections in the glass tower update to show a wider portion of the sky and the curved facade?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Panning rightward changes the angle of view relative to the glass tower. The reflection should adjust accordingly to include more of the sky and the adjacent curved metallic structure, ensuring viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615282"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "When the camera moves forward and shifts focus from the metallic facade to the glass tower, what should happen to the reflection in the glass tower?",
+          "options": [
+            "A. It should stay fixed regardless of camera motion",
+            "B. It should show more of the sky and less of the grassy foreground",
+            "C. It should reflect the camera itself prominently",
+            "D. It should become blurry and indistinct"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera moves forward and upward toward the glass tower, the angle of incidence changes, causing the reflection to capture more of the overhead sky and less of the low-angle foreground. This aligns with realistic viewpoint-dependent reflection behavior.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615288"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "When the camera reaches Segment 8 and the glass tower dominates the right side, does the reflection in its surface correctly show the curved metallic facade on the left?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "With both buildings in frame and the glass tower facing the curved facade, the reflection should include the metallic structure, especially given the prompt's emphasis on their visual interplay and mutual reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615295"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "How should the reflection of the circular window on the metallic facade change as the camera moves from Segment 1 to Segment 5?",
+          "options": [
+            "A. It should disappear entirely from the reflection",
+            "B. It should grow larger and clearer in the glass tower's reflection",
+            "C. It should remain static in size and position",
+            "D. It should distort into an oval shape due to curvature"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera advances and the glass tower becomes more central, the angle allows for a clearer and more direct reflection of the circular window. Due to proximity and alignment, the reflection should appear larger and more defined, consistent with viewpoint changes.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615301"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "Does the reflection in the glass tower accurately depict the relative positions of the sky, clouds, and nearby buildings based on the camera’s current location?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt specifies that the glass tower mirrors the sky and surrounding environment. As the camera moves, the reflection must update to reflect accurate spatial relationships, meaning the relative positions of reflected objects must align with the real-world layout from the current viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615308"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_5ae8bcd02acf6cd0b5f65b03d6adbfc55e48b32175bb430cabf2598a503b7f9b"
+  },
+  {
+    "task_id": "mem_dl3dv_79a83bafedafbc6b5985d320fd21c78cd4d946d1b35fe62d5e4e4d9cf8ce8167",
+    "instance_id": "mem_dl3dv_79a83bafedafbc6b5985d320fd21c78cd4d946d1b35fe62d5e4e4d9cf8ce8167",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_79a83bafedafbc6b5985d320fd21c78cd4d946d1b35fe62d5e4e4d9cf8ce8167.mp4",
+      "total_frames": 369,
+      "fps": 15.0,
+      "duration_sec": 24.6,
+      "reference_image_path": "inference_img/mem_dl3dv_79a83bafedafbc6b5985d320fd21c78cd4d946d1b35fe62d5e4e4d9cf8ce8167_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of a serene lakeside scene, featuring a wooden walkway leading to a hexagonal pavilion with a traditional East Asian-style roof adorned with decorative eaves. The walkway is flanked by tall reeds and calm water on both sides, with lush green trees partially framing the shot. In the background, a distant city skyline with modern high-rise buildings is visible under a clear blue sky. The camera slowly moves forward along the wooden walkway, passing beneath the pavilion’s entrance arch, revealing its intricate roof structure supported by thick wooden pillars. As the camera enters the pavilion, it pans upward to showcase the geometric ceiling beams and ornamental trim, then sweeps across the interior, highlighting several simple metal benches arranged around the perimeter. The wooden railings on both sides of the walkway remain consistently visible throughout. Continuing from inside the pavilion, the camera rotates to capture the panoramic view through the open sides — the city skyline framed by the railings, the shimmering lake surface, and surrounding vegetation. The camera then tilts down to show the clean wooden planks of the floor before panning back toward the entrance, exiting the pavilion while maintaining focus on the symmetry of the walkway and the natural scenery. Finally, the camera pulls back slightly as it reaches the end of the walkway, offering one last sweeping view of the entire structure nestled between nature and urban backdrop, emphasizing the peaceful contrast between the tranquil pavilion and the bustling city beyond."
+        ],
+        "level_2": [
+          "The video begins with a slow forward tracking shot along a wooden walkway that leads to a hexagonal pavilion. Tall reeds and calm water flank both sides of the path, while in the distance, a modern city skyline rises above the treeline under a bright blue sky. The camera approaches the pavilion’s entrance, where decorative eaves and sturdy wooden railings frame the view. As the camera enters, it reveals the pavilion’s roof structure — a layered, geometric design with ornamental trim — and pans across the interior, showing empty metal benches placed along the perimeter. The wooden floorboards are clearly visible, and the railings continue seamlessly from the walkway into the pavilion space.",
+          "Continuing from inside the pavilion, the camera pans upward to emphasize the architectural details of the roof, then rotates horizontally to offer a 360-degree view of the surroundings. Through the open sides of the pavilion, the distant city skyline is clearly visible, framed by the wooden railings and lush greenery. The camera tilts down to highlight the polished wooden flooring and the arrangement of benches, then begins to move backward toward the entrance, capturing the symmetry of the walkway and the reflection of sunlight on the water. The reeds sway gently in the breeze, adding movement to the tranquil scene.",
+          "Finally, the camera exits the pavilion and continues moving backward along the wooden walkway, pulling away from the structure to reveal its full context within the landscape. The hexagonal pavilion remains centered in the frame, surrounded by reeds and water, with the city skyline forming a contrasting backdrop. The wooden railings on both sides of the walkway guide the viewer’s eye toward the horizon. The video ends with a wide, static shot that encapsulates the harmony between natural serenity and urban development, leaving the viewer with a sense of peaceful coexistence."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a wide shot of a wooden walkway extending toward a hexagonal pavilion, flanked by tall reeds and calm water. In the background, a distant city skyline with high-rise buildings is visible under a clear blue sky. The camera begins a slow forward movement along the walkway, passing beneath leafy tree branches on the left, and continues approaching the entrance of the pavilion where decorative eaves and sturdy wooden railings become more prominent.",
+          "20-40%: The camera enters the pavilion, revealing its interior: the roof structure with layered beams and ornamental trim is showcased as the camera tilts upward; wooden support pillars frame the view, and metal benches are visible along the inner perimeter. The wooden floor planks appear smooth and well-maintained. The camera then pans slowly to the right, capturing the arrangement of benches and the open views through the railings, with the distant city skyline framed by wooden railings and surrounding greenery.",
+          "40-60%: Inside the pavilion, the camera continues its circular pan, now facing the opposite side, revealing more of the lake and dense reeds bordering the water. The wooden railings remain consistent in design, and the hexagonal shape is emphasized by the symmetrical layout of benches and pillars. Sunlight filters through the roof structure, casting soft shadows on the floor. The camera then tilts downward to focus on the wooden floor before beginning to move backward toward the entrance.",
+          "60-80%: As the camera retreats from the interior, the benches and railings recede into view, maintaining the perspective of the pavilion’s depth and spatial layout; reeds and water on either side come back into frame. Exiting the pavilion, the camera continues to pull back along the wooden walkway, now viewing the hexagonal roof and decorative eaves from behind, with the city skyline once again becoming the dominant background element. The wooden railings guide the eye back toward the starting point of the walkway.",
+          "80-100%: The video concludes with a final wide shot as the camera stops at the end of the walkway; the entire pavilion is centered in the frame, surrounded by natural elements—reeds, water, and trees—and juxtaposed against the distant city skyline. The scene captures the quiet beauty of the structure nestled between nature and urban life, ending on a note of serene balance, with the wooden railings guiding the viewer’s eye toward the horizon and emphasizing the harmony between tranquility and development."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a wide shot of a wooden walkway extending toward a hexagonal pavilion, flanked by tall reeds and calm water. In the background, a distant city skyline with high-rise buildings is visible under a clear blue sky. The camera begins a slow forward movement along the walkway, passing beneath leafy tree branches on the left.",
+          "Part 2/8: Continuing forward, the camera approaches the entrance of the pavilion. The decorative eaves of the hexagonal roof become more prominent, and the wooden railings on both sides of the walkway are clearly defined. Reeds sway gently beside the water, and the city skyline remains visible through gaps in the foliage.",
+          "Part 3/8: The camera enters the pavilion, revealing its interior. The roof structure — with layered beams and ornamental trim — is showcased as the camera tilts upward. Wooden support pillars frame the view, and metal benches are visible along the inner perimeter. The wooden floor planks appear smooth and well-maintained.",
+          "Part 4/8: Inside the pavilion, the camera pans slowly to the right, capturing the arrangement of benches and the open views through the railings. The distant city skyline is framed by the wooden railings and surrounding greenery. Sunlight filters through the roof structure, casting soft shadows on the floor.",
+          "Part 5/8: The camera continues its circular pan, now facing the opposite side of the pavilion. The view reveals more of the lake and the dense reeds bordering the water. The wooden railings remain consistent in design, and the hexagonal shape of the pavilion is emphasized by the symmetrical layout of the benches and pillars.",
+          "Part 6/8: The camera tilts downward to focus on the wooden floor, then begins to move backward toward the entrance. The benches and railings recede into view as the camera retreats, maintaining the perspective of the pavilion’s depth and spatial layout. The reeds and water on either side come back into frame.",
+          "Part 7/8: Exiting the pavilion, the camera continues to pull back along the wooden walkway. The hexagonal roof and decorative eaves are now seen from behind, with the city skyline once again becoming the dominant background element. The wooden railings guide the eye back toward the starting point of the walkway.",
+          "Part 8/8: The video concludes with a final wide shot as the camera stops at the end of the walkway. The entire pavilion is centered in the frame, surrounded by natural elements and juxtaposed against the distant city skyline. The scene captures the quiet beauty of the structure nestled between nature and urban life, ending on a note of serene balance."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Does the camera return to the exact same viewpoint at the entrance of the wooden walkway as it started?",
+          "answer": "Yes",
+          "type": "multiple_choice",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Path Retracing Memory",
+          "question_id": "c2149033f1026e706a59d8e8f63bec610949d03d322b2fffbab03ba836978455_0_0"
+        },
+        {
+          "question": "Are the benches inside the pavilion still in the same position when the camera exits as they were upon entry?",
+          "answer": "Yes",
+          "type": "multiple_choice",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Path Retracing Memory",
+          "question_id": "c2149033f1026e706a59d8e8f63bec610949d03d322b2fffbab03ba836978455_0_1"
+        },
+        {
+          "question": "Is the city skyline consistently visible through the pavilion’s open sides during both entry and exit?",
+          "answer": "Yes",
+          "type": "multiple_choice",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "c2149033f1026e706a59d8e8f63bec610949d03d322b2fffbab03ba836978455_1_0"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_79a83bafedafbc6b5985d320fd21c78cd4d946d1b35fe62d5e4e4d9cf8ce8167"
+  },
+  {
+    "task_id": "mem_dl3dv_bde60503f811435bd7d0eb9034ea71c30ed56055a881f426fec7b53e07d5bd2b",
+    "instance_id": "mem_dl3dv_bde60503f811435bd7d0eb9034ea71c30ed56055a881f426fec7b53e07d5bd2b",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_bde60503f811435bd7d0eb9034ea71c30ed56055a881f426fec7b53e07d5bd2b.mp4",
+      "total_frames": 382,
+      "fps": 15.0,
+      "duration_sec": 25.47,
+      "reference_image_path": "inference_img/mem_dl3dv_bde60503f811435bd7d0eb9034ea71c30ed56055a881f426fec7b53e07d5bd2b_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a forward-moving shot along a wooden walkway flanked by grassy slopes and scattered fallen leaves, leading toward a set of wide wooden stairs ascending between tree-lined banks. The camera smoothly approaches the base of the stairs, revealing metal railings on both sides and scattered yellow leaves across the treads. As the camera climbs the stairs, it reveals a paved brick area at the top platform, bordered by black metal railings and framed by tall trees. At the center of this platform stands a circular sculpture mounted on a pedestal, visible through the tree trunks. Continuing from the top, the camera pans slightly to show the sculpture more clearly, then turns around to retrace its path down the stairs, passing again the wooden walkway and grassy slopes. The video ends with a final view looking back up the stairs, capturing the full sequence: the tree-lined path, the wooden stairs with fallen leaves, the circular sculpture at the top platform, the paved brick area, and the black metal railings surrounding the viewing space — all under an overcast sky that casts soft, diffused light across the scene."
+        ],
+        "level_2": [
+          "The video begins with a steady forward movement along a wooden walkway flanked by grassy slopes, leading directly toward a broad set of wooden stairs. The stairs are lined with metal railings on both sides and covered in scattered fallen leaves. Trees frame both sides of the path, creating a natural corridor. The camera ascends the stairs slowly, capturing the texture of the wood and the accumulation of leaves on each tread, while the overcast sky provides even, muted lighting.",
+          "Continuing from the top of the stairs, the camera enters a paved brick area enclosed by black metal railings. In the center of this elevated platform stands a circular sculpture mounted on a pedestal, partially obscured by tree trunks. The camera pans slightly to center the sculpture in view, highlighting its metallic surface and abstract form against the backdrop of green foliage and gray sky. Surrounding trees sway gently, and fallen leaves litter the edges of the platform and pathway.",
+          "Finally, the camera reverses direction, descending the wooden stairs once more, passing the same railings and leaf-strewn steps as before. It continues onto the wooden walkway flanked by grassy slopes, offering a backward perspective of the entire ascent. The video concludes with a rear-facing view of the stairs, reinforcing the spatial relationship between the paved pathway leading to stairs, the tree-lined path, the circular sculpture at the top platform, and the black metal railings that define the space — all captured in continuous motion under consistent overcast conditions."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a forward-moving shot along a straight wooden walkway bordered by grassy slopes on both sides. Fallen leaves scatter lightly across the planks. In the distance, a set of wide wooden stairs rises between tree-lined embankments under an overcast sky. The camera advances closer to the base of the wooden stairs, revealing metal railings on both sides. The stairs are constructed of dark brown composite material, with scattered yellow and brown leaves resting on the treads. Tree trunks flank the entrance, framing the ascent.",
+          "20-40%: The camera begins climbing the stairs, moving steadily upward. Each step is visible, with leaves accumulating in corners and along edges. The black metal railings remain prominent on either side, and the overcast sky is visible above through gaps in the canopy. Reaching the top landing, the camera transitions onto a paved brick area surrounded by black metal railings. A circular sculpture mounted on a low pedestal comes into view, centered within the platform and partially framed by tree trunks. The ground is clean but shows signs of seasonal leaf fall.",
+          "40-60%: The camera pans slightly to the right, bringing the circular sculpture fully into focus. Its metallic, ring-like structure contrasts with the surrounding greenery. Behind it, the open landscape stretches into the distance, with trees and a faint horizon visible under the gray sky. The camera then begins to turn around, pivoting to face back down the stairs. The paved brick area remains in view momentarily, with the sculpture now behind the camera. The black metal railings guide the eye downward as the descent begins.",
+          "60-80%: Descending the wooden stairs, the camera retraces its earlier path. Leaves are still visible on the treads, and the metal railings on both sides frame the descent. The tree-lined path below becomes clearer as the camera lowers in elevation. The camera reaches the bottom of the stairs and continues onto the wooden walkway flanked by grassy slopes, maintaining backward motion.",
+          "80-100%: The camera moves backward slightly, offering a final wide-angle view of the entire sequence: the stairs, the circular sculpture atop the platform, the paved brick area, and the black metal railings — all under the same soft, overcast lighting. This concluding perspective reinforces the spatial relationship between the wooden walkway, grassy slopes, leaf-strewn stairs, elevated platform, and central sculpture, captured in continuous motion."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a forward-moving shot along a straight wooden walkway bordered by grassy slopes on both sides. Fallen leaves scatter lightly across the planks. In the distance, a set of wide wooden stairs rises between tree-lined embankments under an overcast sky.",
+          "Part 2/8: The camera advances closer to the base of the wooden stairs, revealing metal railings on both sides. The stairs are constructed of dark brown composite material, with scattered yellow and brown leaves resting on the treads. Tree trunks flank the entrance, framing the ascent.",
+          "Part 3/8: The camera begins climbing the stairs, moving steadily upward. Each step is visible, with leaves accumulating in corners and along edges. The black metal railings remain prominent on either side, and the overcast sky is visible above through gaps in the canopy.",
+          "Part 4/8: Reaching the top landing, the camera transitions onto a paved brick area surrounded by black metal railings. A circular sculpture mounted on a low pedestal comes into view, centered within the platform and partially framed by tree trunks. The ground is clean but shows signs of seasonal leaf fall.",
+          "Part 5/8: The camera pans slightly to the right, bringing the circular sculpture fully into focus. Its metallic, ring-like structure contrasts with the surrounding greenery. Behind it, the open landscape stretches into the distance, with trees and a faint horizon visible under the gray sky.",
+          "Part 6/8: The camera begins to turn around, pivoting to face back down the stairs. The paved brick area remains in view momentarily, with the sculpture now behind the camera. The black metal railings guide the eye downward as the descent begins.",
+          "Part 7/8: Descending the wooden stairs, the camera retraces its earlier path. Leaves are still visible on the treads, and the metal railings on both sides frame the descent. The tree-lined path below becomes clearer as the camera lowers in elevation.",
+          "Part 8/8: The camera reaches the bottom of the stairs and continues onto the wooden walkway flanked by grassy slopes. It moves backward slightly, offering a final wide-angle view of the entire sequence: the stairs, the circular sculpture atop the platform, the paved brick area, and the black metal railings — all under the same soft, overcast lighting."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Are the fallen leaves still present on the wooden stairs when the camera returns downward?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Path Retracing Memory",
+          "question_id": "a3149af06a70ab8e2d2ab6f73fb5ea734c006fb78354ff74ec30f1deabf72663_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Do the black metal railings appear on both sides of the staircase throughout the video?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "a3149af06a70ab8e2d2ab6f73fb5ea734c006fb78354ff74ec30f1deabf72663_1_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the circular sculpture retain its identity as the same object throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:52.220937"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary material of the circular sculpture described in the prompt?",
+          "options": [
+            "A. Stone",
+            "B. Wood",
+            "C. Metal",
+            "D. Concrete"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:52.220972"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the sculpture's appearance semantically consistent when revealed after partial occlusion?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:52.220984"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "When first seen, how is the sculpture described in terms of visibility?",
+          "options": [
+            "A. Fully visible",
+            "B. Completely hidden",
+            "C. Partially obscured by tree trunks",
+            "D. Reflected in water"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:52.220991"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the camera retrace the same path down the stairs as it went up?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:52.220999"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "During the descent, which feature must remain consistent with the ascent?",
+          "options": [
+            "A. Color of the sky",
+            "B. Position of leaves on steps",
+            "C. Direction of wind",
+            "D. Camera speed"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:52.221005"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Are the grassy slopes and tree-lined banks consistent when the camera returns to them at the end?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:52.221013"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "Which element is part of the background that must be consistently re-entered at the end?",
+          "options": [
+            "A. Circular sculpture",
+            "B. Wooden walkway",
+            "C. Brick platform",
+            "D. Metal railings"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:52.221019"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "When the camera pans to reveal the sculpture, does it maintain consistency with earlier occluded views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:52.221027"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_bde60503f811435bd7d0eb9034ea71c30ed56055a881f426fec7b53e07d5bd2b"
+  },
+  {
+    "task_id": "mem_dl3dv_74fba366266060f0b0b4cde61062cfc2c088a4adb4cc3d8c871995a8c71619ee",
+    "instance_id": "mem_dl3dv_74fba366266060f0b0b4cde61062cfc2c088a4adb4cc3d8c871995a8c71619ee",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_74fba366266060f0b0b4cde61062cfc2c088a4adb4cc3d8c871995a8c71619ee.mp4",
+      "total_frames": 397,
+      "fps": 15.0,
+      "duration_sec": 26.47,
+      "reference_image_path": "inference_img/mem_dl3dv_74fba366266060f0b0b4cde61062cfc2c088a4adb4cc3d8c871995a8c71619ee_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a low-angle shot of a white laundry basket with a floral pattern, perched atop a white metal drying rack in the center of a cozy living room. The basket is overflowing with pillows, including one with bold circular patterns in shades of orange, purple, and beige. The camera slowly rotates clockwise around the basket, revealing a beige leather sofa to the right, draped with a light-colored blanket. In the background, a black TV stand holds a large flat-screen TV displaying the words 'Upper East Side' over an image of a city skyline. The wall behind the TV and extending to the left is decorated with numerous framed pictures of varying sizes and subjects. As the camera continues its orbit, it tilts slightly upward, emphasizing the height of the drying rack and the precarious pile of pillows. The lighting is warm and ambient, coming from a floor lamp near the sofa and natural light filtering through sheer curtains on a window visible in the background. Continuing from the rotation, the camera moves closer to the basket, capturing the texture of the floral fabric and the geometric design of the circular-patterned pillow. The beige sofa remains consistently in frame, anchoring the scene. The TV screen’s content shifts slightly as the camera circles, maintaining visibility of the 'Upper East Side' text. The framed pictures on the wall are clearly visible at multiple angles, showcasing a curated gallery wall. Finally, the camera completes its full 360-degree rotation, returning to a position similar to the start but now from a slightly different elevation, offering a fresh perspective of the entire arrangement: the laundry basket centerpiece, the surrounding furniture, the active TV screen, and the art-filled walls. The motion is smooth and continuous, creating a hypnotic loop that highlights the domestic stillness and the quirky composition of household objects."
+        ],
+        "level_2": [
+          "The video starts with a low-angle view centered on a white laundry basket with a decorative floral pattern, balanced on a white metal drying rack. Inside the basket are several pillows, most notably one with large circular patterns in orange, purple, and beige. The camera begins a slow clockwise rotation. To the right, a beige leather sofa is visible, partially covered by a folded blanket. Behind the basket, a black TV stand supports a large television showing the title 'Upper East Side' over a cityscape. The adjacent wall features a collection of framed pictures arranged in a grid-like fashion. The lighting is soft and warm, enhancing the lived-in feel of the space.",
+          "Continuing from the initial rotation, the camera moves steadily around the laundry basket, now offering a side profile of the beige leather sofa and a clearer view of the TV screen’s content. The circular-patterned pillow becomes more prominent as the camera angle changes. The framed pictures on the wall remain visible throughout, their varied frames and subjects contributing to the room’s personal aesthetic. The camera tilts slightly upward, drawing attention to the height of the drying rack and the stacked pillows. The natural light from the window and the glow of the floor lamp combine to create a balanced illumination across the scene.",
+          "Finally, the camera completes its 360-degree orbit around the laundry basket setup. It returns to a position mirroring the opening shot but from a subtly adjusted angle, providing a refreshed view of the entire living room. The TV still displays 'Upper East Side', the beige sofa retains its blanket, and the wall of framed pictures remains a constant backdrop. The circular-patterned pillow and floral laundry basket continue to dominate the foreground. The movement is fluid and deliberate, emphasizing the spatial relationship between all elements — furniture, decor, and media — while maintaining visual continuity from start to finish."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle shot focused on a white laundry basket adorned with a colorful floral pattern, resting on a white metal drying rack. The basket contains multiple pillows, including one with large, overlapping circular designs in earthy tones (orange, purple, beige). To the right, a beige leather sofa is partially visible, with a light blanket draped over its arm. In the background, a black TV stand supports a television screen displaying the text 'Upper East Side' over a city image. The wall behind the TV is lined with framed pictures of various sizes. The camera begins a slow clockwise rotation, bringing the beige leather sofa more fully into view, revealing its curved shape and plush cushions, while natural light filters in from a window with sheer curtains.",
+          "20-40%: Continuing the rotation, the camera angle shifts to highlight the side of the circular-patterned pillow, emphasizing its vibrant colors and geometric design. The white laundry basket’s floral pattern is now seen from a new perspective. The black TV stand and the displayed text remain visible, though slightly angled. The framed pictures on the wall appear in a diagonal line due to the camera’s motion, adding depth to the scene. The camera tilts slightly upward, bringing the top of the drying rack and the piled pillows into sharper focus. The beige sofa is now seen from behind, with its backrest and armrests framing part of the shot, and ambient lighting from the floor lamp enhances the texture of the sofa and rug.",
+          "40-60%: Midway through the rotation, the camera offers a frontal view of the laundry basket, now centered again but from a slightly elevated angle. The circular-patterned pillow dominates the foreground, its bold design contrasting with the delicate floral pattern of the basket. The beige sofa is visible to the left, and the black TV stand anchors the background. The framed pictures form a vertical array along the wall, each frame distinct yet harmonious. As the rotation progresses, the camera captures the rear of the drying rack and the underside of the laundry basket, revealing its plastic grid structure. The circular-patterned pillow appears from above, its pattern appearing compressed, while the TV screen still displays 'Upper East Side' and the beige sofa is seen from the far side with its cushions and blanket softly lit.",
+          "60-80%: The camera continues its clockwise motion, nearing completion of the 360-degree circle. The white laundry basket reappears from the front, now slightly lower in frame. The circular-patterned pillow remains a focal point, its colors vivid against the neutral tones of the room. The black TV stand and the 'Upper East Side' display are clearly visible, and the beige sofa returns to prominence on the right. The framed pictures on the wall are once again aligned horizontally as the camera approaches its starting orientation. The lighting remains consistent—warm and inviting—and the spatial relationship between furniture, decor, and media is emphasized through the fluid motion.",
+          "80-100%: Finally, the camera completes its full rotation, returning to a position nearly identical to the opening shot but subtly adjusted in height and angle. The white laundry basket with its floral pattern and the circular-patterned pillow are once again central. The beige leather sofa, black TV stand, and wall of framed pictures are all present, maintaining visual continuity. The TV screen still shows 'Upper East Side', and the ambient lighting from the floor lamp and natural light through sheer curtains remains balanced. The smooth, continuous motion creates a seamless loop that encapsulates the entire living room environment, highlighting domestic stillness and the quirky composition of household objects."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle shot focused on a white laundry basket adorned with a colorful floral pattern, resting on a white metal drying rack. The basket contains multiple pillows, including one with large, overlapping circular designs in earthy tones. To the right, a beige leather sofa is partially visible, with a light blanket draped over its arm. In the background, a black TV stand supports a television screen displaying the text 'Upper East Side' over a city image. The wall behind the TV is lined with framed pictures of various sizes.",
+          "Part 2/8: The camera begins a slow clockwise rotation around the laundry basket. The beige leather sofa comes more fully into view, revealing its curved shape and plush cushions. The blanket remains casually placed. The TV screen continues to show 'Upper East Side', and the framed pictures on the wall become more detailed as the camera moves. Natural light filters in from a window with sheer curtains, casting soft shadows across the carpeted floor.",
+          "Part 3/8: Continuing the rotation, the camera angle shifts to highlight the side of the circular-patterned pillow, emphasizing its vibrant colors and geometric design. The white laundry basket’s floral pattern is now seen from a new perspective. The black TV stand and the displayed text remain visible, though slightly angled. The framed pictures on the wall appear in a diagonal line due to the camera’s motion, adding depth to the scene.",
+          "Part 4/8: The camera tilts slightly upward as it rotates, bringing the top of the drying rack and the piled pillows into sharper focus. The beige sofa is now seen from behind, with its backrest and armrests framing part of the shot. The TV screen remains illuminated with 'Upper East Side', and the wall of pictures is now viewed from a lower vantage point, making the upper frames more prominent. The ambient lighting from the floor lamp enhances the texture of the sofa and the rug.",
+          "Part 5/8: Midway through the rotation, the camera offers a frontal view of the laundry basket, now centered again but from a slightly elevated angle. The circular-patterned pillow dominates the foreground, its bold design contrasting with the delicate floral pattern of the basket. The beige sofa is visible to the left, and the black TV stand anchors the background. The framed pictures form a vertical array along the wall, each frame distinct yet harmonious in the overall decor.",
+          "Part 6/8: As the rotation progresses, the camera captures the rear of the drying rack and the underside of the laundry basket, revealing its plastic grid structure. The circular-patterned pillow appears from above, its pattern appearing compressed. The TV screen still displays 'Upper East Side', and the beige sofa is now seen from the far side, with its cushions and blanket softly lit. The framed pictures are viewed from a reverse angle, showcasing their arrangement from a new perspective.",
+          "Part 7/8: The camera continues its clockwise motion, nearing completion of the 360-degree circle. The white laundry basket reappears from the front, now slightly lower in frame. The circular-patterned pillow remains a focal point, its colors vivid against the neutral tones of the room. The black TV stand and the 'Upper East Side' display are clearly visible, and the beige sofa returns to prominence on the right. The framed pictures on the wall are once again aligned horizontally as the camera approaches its starting orientation.",
+          "Part 8/8: Finally, the camera completes its full rotation, returning to a position nearly identical to the opening shot but subtly adjusted in height and angle. The white laundry basket with its floral pattern and the circular-patterned pillow are once again central. The beige leather sofa, black TV stand, and wall of framed pictures are all present, maintaining visual continuity. The lighting remains consistent, warm and inviting, and the TV screen still shows 'Upper East Side'. The smooth, continuous motion creates a seamless loop that encapsulates the entire living room environment."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "When the camera completes its rotation, is the TV still displaying 'Upper East Side' on the screen?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "ccf0cd2eea6bc446f80f1d4b0011e63ccd3abdf6347bdc10c27a8791eaf2b31f_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the white laundry basket with a floral pattern remain visually consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312230"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which object is described as having a bold circular pattern in orange, purple, and beige?",
+          "options": [
+            "A. The blanket",
+            "B. The TV screen",
+            "C. A pillow inside the basket",
+            "D. The drying rack"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312265"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the texture of the floral pattern on the laundry basket described as changing across camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312280"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What aspect of the circular-patterned pillow is emphasized in Segment 3?",
+          "options": [
+            "A. Its size",
+            "B. Its vibrant colors and geometric design",
+            "C. Its material",
+            "D. Its placement"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312288"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Are the framed pictures on the wall consistently positioned across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312296"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "How do the framed pictures appear when viewed from behind in Segment 6?",
+          "options": [
+            "A. Horizontally aligned",
+            "B. Diagonally arranged",
+            "C. Reversed in orientation",
+            "D. In a vertical array"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312303"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation around the laundry basket?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312311"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What happens at the end of the camera's movement?",
+          "options": [
+            "A. It stops abruptly",
+            "B. It returns to a nearly identical starting position",
+            "C. It zooms out",
+            "D. It shifts focus to a new room"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312318"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the TV screen still display 'Upper East Side' when the camera returns to the starting view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312325"
+        },
+        {
+          "question": "When the camera completes its rotation, is the TV still displaying 'Upper East Side' on the screen?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "11",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Does the white laundry basket with a floral pattern remain visually consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312230"
+        },
+        {
+          "question_id": "13",
+          "type": "multiple_choice",
+          "question": "Which object is described as having a bold circular pattern in orange, purple, and beige?",
+          "options": [
+            "A. The blanket",
+            "B. The TV screen",
+            "C. A pillow inside the basket",
+            "D. The drying rack"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312265"
+        },
+        {
+          "question_id": "14",
+          "type": "binary",
+          "question": "Is the texture of the floral pattern on the laundry basket described as changing across camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312280"
+        },
+        {
+          "question_id": "15",
+          "type": "multiple_choice",
+          "question": "What aspect of the circular-patterned pillow is emphasized in Segment 3?",
+          "options": [
+            "A. Its size",
+            "B. Its vibrant colors and geometric design",
+            "C. Its material",
+            "D. Its placement"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312288"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Are the framed pictures on the wall consistently positioned across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312296"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "How do the framed pictures appear when viewed from behind in Segment 6?",
+          "options": [
+            "A. Horizontally aligned",
+            "B. Diagonally arranged",
+            "C. Reversed in orientation",
+            "D. In a vertical array"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312303"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation around the laundry basket?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312311"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "What happens at the end of the camera's movement?",
+          "options": [
+            "A. It stops abruptly",
+            "B. It returns to a nearly identical starting position",
+            "C. It zooms out",
+            "D. It shifts focus to a new room"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312318"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Does the TV screen still display 'Upper East Side' when the camera returns to the starting view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312325"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the reflection in any mirror or reflective surface show the same objects as are present in the actual living room environment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt does not mention any mirror, glass, or reflective surface. Therefore, there is no reflection to evaluate for content consistency. This question tests whether the model correctly infers the absence of reflections when none are described.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526816"
+          }
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "If a mirror were placed on the wall opposite the TV stand, what should be visible in its reflection during Segment 2?",
+          "options": [
+            "A. The white laundry basket and drying rack centered in the frame",
+            "B. The beige leather sofa with the blanket draped over it",
+            "C. The framed pictures arranged on the wall behind the TV",
+            "D. The circular-patterned pillow and floral basket from the front"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "In Segment 2, the camera is rotating around the laundry basket, which is the central object. If a mirror were opposite the TV stand, it would reflect the basket and drying rack, which are positioned centrally and facing toward that direction. Thus, the reflection should show the basket and rack as the primary subject.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526853"
+          }
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Would the reflection of the 'Upper East Side' text on the TV screen appear inverted or reversed in a mirror if one were present?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Mirrors reverse left-to-right orientation. Therefore, any text reflected in a mirror would appear reversed. Since the TV displays readable text, its reflection would show the text backward, which is a key aspect of reflection content accuracy.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526863"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "Which object should NOT be visible in the reflection of a mirror placed on the floor beneath the drying rack during Segment 4?",
+          "options": [
+            "A. The circular-patterned pillow",
+            "B. The ceiling light fixture",
+            "C. The black TV stand",
+            "D. The framed pictures on the wall"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "A mirror on the floor would reflect the underside of objects above it. The ceiling light fixture is above the scene and would only be visible if the mirror were angled upward. However, since the mirror is on the floor, it would primarily reflect the top of the drying rack and pillows, not overhead elements like the ceiling light. Thus, the light fixture should not be visible.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526870"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Would the reflection of the window with sheer curtains appear in a mirror placed on the wall adjacent to the sofa?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The window is located in the background and visible from multiple angles. A mirror on the adjacent wall would reflect the window area, including the sheer curtains, assuming the mirror's angle captures that part of the room. This tests whether the model understands spatial relationships and visibility in reflections.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526876"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "If a mirror appears in Segment 3 and again in Segment 7, would the reflection of the TV screen still display 'Upper East Side' in both instances?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt states that the TV screen consistently displays 'Upper East Side' throughout all segments. Therefore, any reflection of the TV in a mirror at different times (e.g., Segment 3 vs. 7) must also show the same content, maintaining temporal consistency unless explicitly changed.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526886"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Suppose a mirror is introduced in Segment 5 and reappears in Segment 8. Which detail about the reflection should remain consistent across both appearances?",
+          "options": [
+            "A. The position of the blanket on the sofa",
+            "B. The lighting intensity from the floor lamp",
+            "C. The text on the TV screen",
+            "D. The camera’s height relative to the mirror"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The TV screen continuously displays 'Upper East Side' without change. Therefore, its reflection in the mirror must remain unchanged across time points, even if other elements like lighting or blanket position vary slightly. This evaluates temporal memory of static visual elements.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526892"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "If a mirror reflects the circular-patterned pillow in Segment 6 and then again in Segment 8, does the reflection show the same pattern orientation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The pillow remains in the basket throughout the video, and its position does not change. Therefore, its reflection in a mirror should maintain the same orientation unless the mirror itself moves. Since no movement of the mirror is described, the reflection should be temporally consistent.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526904"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "When a mirror reflects the gallery wall of framed pictures in Segment 2 and again in Segment 7, how should the arrangement of frames appear?",
+          "options": [
+            "A. In reverse order due to mirror inversion",
+            "B. Exactly the same as in the real wall",
+            "C. Slightly shifted due to camera motion",
+            "D. Partially obscured by the TV stand"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Mirrors invert images left-to-right. So while the physical arrangement of frames remains constant, their reflection will appear reversed. This tests understanding of how mirrors alter spatial relationships over time, even if the real-world setup doesn’t change.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526911"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Would the reflection of the floor lamp’s glow in a mirror change between Segment 1 and Segment 8, assuming no environmental changes?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The lighting is described as consistent throughout the video. Since the floor lamp remains active and in place, its glow in a mirror’s reflection should not change over time unless the mirror or camera angle alters. This checks temporal stability of ambient lighting in reflections.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526919"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "binary",
+          "question": "As the camera rotates around the laundry basket, does the reflection in a mirror update to show the correct side of the sofa based on the camera’s position?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The camera moves around the room, changing perspective on the sofa. A mirror reflecting the scene must dynamically adjust its view accordingly — showing the front, side, or back of the sofa depending on the camera’s location. This ensures viewpoint consistency in the reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526926"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "multiple_choice",
+          "question": "If a mirror is placed on the wall behind the TV stand, what view of the laundry basket should it reflect when the camera is in Segment 4?",
+          "options": [
+            "A. The front of the basket with the floral pattern",
+            "B. The side of the basket with the circular pillow prominent",
+            "C. The top of the basket and drying rack",
+            "D. The back of the basket and plastic grid structure"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "In Segment 4, the camera tilts upward and captures the rear of the drying rack and underside of the basket. A mirror behind the TV stand would face the basket from the opposite direction, thus reflecting the back side — including the plastic grid and lower portion — matching the camera’s current viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526932"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "When the camera returns to a similar position in Segment 8 as in Segment 1, would the reflection in a mirror show the same composition as the original shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt describes a nearly identical return to the starting position. If a mirror were present, it would reflect the same scene: the basket, sofa, TV, and wall art. This tests whether the reflection maintains spatial fidelity upon revisiting a prior viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526939"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "From the camera’s angle in Segment 6, which part of the room would a mirror on the floor reflect?",
+          "options": [
+            "A. The ceiling and upper wall",
+            "B. The underside of the drying rack and basket",
+            "C. The TV screen and wall of pictures",
+            "D. The window and sheer curtains"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Segment 6 shows the camera capturing the rear and underside of the drying rack. A mirror on the floor would reflect the bottom surfaces of these objects, including the plastic grid and the base of the basket. This ensures the reflection matches the camera’s low-angle viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526945"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "If a mirror is mounted on the wall to the left of the TV, would it reflect the circular-patterned pillow more clearly when the camera is in Segment 3 than in Segment 1?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "In Segment 3, the camera has rotated to highlight the side of the circular-patterned pillow. From this angle, the pillow is more directly visible to a mirror on the left wall, increasing its prominence in the reflection compared to Segment 1, where it is partially obscured.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526951"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_74fba366266060f0b0b4cde61062cfc2c088a4adb4cc3d8c871995a8c71619ee"
+  },
+  {
+    "task_id": "mem_dl3dv_9f7018c35daf35b3c3c49ba9c99976d06f9dddb0a3093138abcf62f3e7d94b5d",
+    "instance_id": "mem_dl3dv_9f7018c35daf35b3c3c49ba9c99976d06f9dddb0a3093138abcf62f3e7d94b5d",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_9f7018c35daf35b3c3c49ba9c99976d06f9dddb0a3093138abcf62f3e7d94b5d.mp4",
+      "total_frames": 322,
+      "fps": 15.0,
+      "duration_sec": 21.47,
+      "reference_image_path": "inference_img/mem_dl3dv_9f7018c35daf35b3c3c49ba9c99976d06f9dddb0a3093138abcf62f3e7d94b5d_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of an outdoor children’s playground centered around a circular rotating ride. The ride features a red circular base with blue metal railings and two small bicycle-shaped seats — one red, one blue — attached to its perimeter. Atop the ride is a statue of a cartoonish character wearing a hat and holding a wand or stick, positioned at the apex of a wireframe dome structure. The camera slowly circles clockwise around the ride, revealing more of the surrounding environment: lush green trees frame the scene, a pink building is visible in the background on the right, and an arched metal gate stands nearby, partially enclosing the play area. As the camera continues its orbit, benches and additional colorful play structures become visible in the distance, including slides and climbing frames. The ground is paved concrete with a slightly raised circular platform supporting the ride. The lighting is soft daylight under overcast skies. Continuing from the mid-point, the camera completes its rotation, offering alternating views of the pink building, the arched gate, and the statue from different angles, while keeping the red circular base and blue bicycle seats consistently in frame. Finally, as the camera returns to its starting orientation, it subtly zooms out slightly, capturing the full context of the ride within the park — emphasizing the contrast between the bright, whimsical ride and the natural, leafy surroundings, with all mandatory landmarks (pink building, arched metal gate, statue on top of ride, blue bicycle seats, red circular ride base) clearly visible throughout the entire sequence."
+        ],
+        "level_2": [
+          "The video begins with a wide shot of a children’s playground featuring a central rotating ride with a red circular base and blue bicycle-shaped seats. Atop the ride sits a statue of a cartoon character with a hat and wand, enclosed by a wireframe dome. The camera starts panning clockwise, revealing a pink building in the background to the right and an arched metal gate beside it. Trees and other playground equipment are visible beyond the ride’s enclosure. The ground is smooth concrete, and the ride is mounted on a raised circular platform.",
+          "Continuing from the first segment, the camera completes half its circular orbit around the ride. The blue bicycle seats remain prominent as the perspective shifts, showing the ride’s structural supports and the surrounding fencing. The pink building remains visible intermittently through the trees, while the arched gate comes into clearer view as the camera moves. Benches and distant play structures like slides appear in the background. The statue atop the ride stays centered in the upper portion of the frame, maintaining visual continuity.",
+          "Finally, the camera finishes its full 360-degree clockwise sweep around the ride, returning to a near-original angle but slightly pulled back. The red circular base and blue bicycle seats are again clearly framed, with the statue still dominant overhead. The pink building and arched gate reappear in their initial positions relative to the ride. The surrounding trees, benches, and play structures complete the scene, reinforcing the playful yet tranquil atmosphere of the park under overcast daylight. All mandatory landmarks are consistently present and visually anchored throughout this final third."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a wide view of a children’s playground centered on a circular rotating ride with a red base, blue bicycle-shaped seats (one red, one blue), and a statue of a cartoon character wearing a hat and holding a wand atop a wireframe dome. The camera begins a slow clockwise pan; in the background, a pink building and an arched metal gate are partially visible among lush green trees. The ride sits on a raised concrete platform surrounded by paved ground.",
+          "20-40%: Continuing the clockwise pan, the pink building becomes more visible behind the ride, and the arched metal gate comes into clearer view. The red circular base and blue bicycle seats remain prominent, with the statue still centered above. Trees and distant playground equipment—including slides and climbing frames—appear in the background. The camera reveals benches and additional play structures as it moves past the left side of the ride; the pink building is temporarily obscured by foliage, but the gate remains visible on the far right.",
+          "40-60%: Midway through the rotation, the camera shows the rear of the ride, with benches and colorful play structures clearly visible behind it. The blue bicycle seats rotate into view from the opposite side, while the wireframe dome and statue remain fixed as central visual anchors. The pink building reappears briefly through gaps in the trees, and the arched metal gate is fully visible again. The concrete platform and surrounding fencing stay consistently in frame.",
+          "60-80%: As the camera continues its arc past the midpoint, the pink building becomes more prominent directly behind the ride, while the arched gate is partially hidden behind trees. Distant slides and climbing frames come into view again. Nearing completion of the circle, the camera shows the ride from a three-quarter rear angle: the statue atop the dome remains visible, the blue bicycle seats are clearly shown, and the red circular base anchors the composition. The pink building and arched gate reappear to the right, framed by trees.",
+          "80-100%: Finally, the camera completes its clockwise orbit, returning close to the starting viewpoint but slightly zoomed out. The red circular base, blue bicycle seats, and statue are all clearly visible. The pink building and arched metal gate are once again in their original positions relative to the ride. The surrounding trees, benches, and playground elements complete the tranquil, overcast-day scene, with all mandatory landmarks consistently present throughout."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a wide view of a children’s playground. Centered is a circular ride with a red base and blue bicycle-shaped seats. A statue of a cartoon character with a hat and wand sits atop a wireframe dome. In the background, a pink building and an arched metal gate are partially visible among trees. The camera begins a slow clockwise pan.",
+          "Part 2/8: Continuing from the start, the camera pans slightly further right, bringing the pink building more into view behind the ride. The arched metal gate becomes more distinct. The red circular base and blue bicycle seats remain in focus, with the statue still visible above. Concrete pavement surrounds the ride’s elevated platform.",
+          "Part 3/8: The camera continues its clockwise movement, now showing more of the left side of the ride. The blue bicycle seat is prominently featured. Trees and distant playground equipment appear in the background. The pink building is temporarily obscured by foliage, but the arched gate remains visible on the far right.",
+          "Part 4/8: Midway through the rotation, the camera reveals benches and additional play structures behind the ride. The red circular base and blue bicycle seats stay in frame. The statue atop the ride remains fixed as the camera orbits. The pink building reappears briefly through gaps in the trees.",
+          "Part 5/8: The camera moves past the midpoint, now showing the rear of the ride. The arched metal gate is fully visible again, and the pink building appears behind it. The blue bicycle seats rotate into view from the opposite side. The wireframe dome and statue remain constant focal points.",
+          "Part 6/8: As the camera continues its arc, the pink building becomes more prominent again, now seen directly behind the ride. The arched gate is partially hidden behind trees. The red circular base and blue bicycle seats maintain their position in the frame. Distant slides and climbing frames come into view.",
+          "Part 7/8: Nearing completion of the circle, the camera shows the ride from a three-quarter rear angle. The statue atop the dome remains visible. The blue bicycle seats are clearly shown, and the red circular base anchors the composition. The pink building and arched gate are once again visible to the right, framed by trees.",
+          "Part 8/8: Finally, the camera completes its clockwise orbit, returning close to the starting viewpoint but slightly zoomed out. The red circular base, blue bicycle seats, and statue are all clearly visible. The pink building and arched metal gate are once again in their original positions relative to the ride. The surrounding trees and playground elements complete the tranquil, overcast-day scene."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the pink building still visible in the background after the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "c047242bc7e855e9ff00c098da8699259b2b78d5a08b4dc2d957a1cf345e28cc_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the statue of the cartoon character remain visually consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:46.116516"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which object is described as having a hat and wand and must persist in appearance across all segments?",
+          "options": [
+            "A. The red circular base",
+            "B. The blue bicycle seat",
+            "C. The cartoon character statue",
+            "D. The arched metal gate"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:46.116551"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Do the blue bicycle-shaped seats maintain their shape and position relative to the ride's perimeter during rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:46.116564"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What geometric feature must remain stable as the camera circles the ride?",
+          "options": [
+            "A. The color of the sky",
+            "B. The circular base of the ride",
+            "C. The number of trees",
+            "D. The lighting condition"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:46.116572"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the pink building reappear with the same appearance after being hidden behind trees?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:46.116580"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When the pink building is briefly hidden, what must be preserved for accurate recovery?",
+          "options": [
+            "A. Its color and position",
+            "B. Its size and texture",
+            "C. Its distance from the camera",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:46.116586"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation and return to a similar starting view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:46.116594"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What type of camera motion is required to maintain consistency in this video?",
+          "options": [
+            "A. Vertical tilt",
+            "B. Horizontal loop",
+            "C. Zoom-in only",
+            "D. Random panning"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:46.116599"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are the background elements like the pink building and arched gate correctly positioned when the camera returns to the start?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:46.116607"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which background element must re-enter consistently when the camera completes the loop?",
+          "options": [
+            "A. The red circular base",
+            "B. The statue",
+            "C. The pink building",
+            "D. The blue bicycle seat"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:46.116614"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_9f7018c35daf35b3c3c49ba9c99976d06f9dddb0a3093138abcf62f3e7d94b5d"
+  },
+  {
+    "task_id": "mem_dl3dv_d9be64a8fb23fe52670920fbd06b6e587b4fa8d15cfa1ace227cbd6c199d76ea",
+    "instance_id": "mem_dl3dv_d9be64a8fb23fe52670920fbd06b6e587b4fa8d15cfa1ace227cbd6c199d76ea",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_d9be64a8fb23fe52670920fbd06b6e587b4fa8d15cfa1ace227cbd6c199d76ea.mp4",
+      "total_frames": 397,
+      "fps": 15.0,
+      "duration_sec": 26.47,
+      "reference_image_path": "inference_img/mem_dl3dv_d9be64a8fb23fe52670920fbd06b6e587b4fa8d15cfa1ace227cbd6c199d76ea_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a low-angle, wide shot of a modern living room centered on a black office chair with a colorful polka-dot fabric cover (purple, orange, beige circles) and a black five-star base with casters. The camera slowly rotates clockwise around the chair, revealing a beige sectional sofa draped with a patterned blanket to the left, and another beige sofa with matching pillows to the right. In the background, a large flat-screen TV on a black stand displays a bright cityscape with tall buildings. Behind the sofa on the right, a tall floor lamp stands near a wall adorned with multiple framed pictures. As the rotation continues, a brown leather office chair appears briefly in the background near a desk setup. The camera then tilts downward, moving beneath the polka-dot chair to reveal its blue pneumatic lift cylinder and the underside of the seat, before panning up slightly to show the mesh backrest and armrests. Finally, the camera pulls back slightly and completes the circle, ending on a frontal view of the polka-dot chair with the TV and cityscape visible behind it, maintaining consistent lighting and carpeted flooring throughout."
+        ],
+        "level_2": [
+          "The video begins with a wide, low-angle rotating shot centered on a black office chair covered in vibrant polka-dot fabric (purple, orange, beige circles), featuring a black five-star base with casters. As the camera moves clockwise, it reveals a beige sectional sofa with a patterned blanket on the left, and another beige sofa with matching pillows on the right. In the background, a large TV on a black stand displays a vivid cityscape. A floor lamp and wall-mounted framed pictures are visible behind the right sofa. The camera continues rotating to briefly capture a brown leather office chair near a desk area before beginning to tilt downward.",
+          "Continuing from the previous segment, the camera tilts down sharply under the polka-dot-covered office chair, offering a close-up view of its blue pneumatic lift cylinder and the black plastic mechanism connecting to the five-star base. The carpeted floor is clearly visible, as are the wheels of the base. The camera pans slightly upward along the chair’s structure, showing the underside of the seat and the mesh backrest material, while the beige sofas and the TV displaying the cityscape remain partially visible in the periphery. The movement is smooth and deliberate, emphasizing the chair’s construction details.",
+          "Finally, the camera pulls back slightly from underneath the chair and resumes its slow clockwise rotation, completing the full circle. The polka-dot office chair remains centered, now viewed from the front again. The TV on the black stand displaying the cityscape is prominent in the background, flanked by the beige sectional sofa with the patterned blanket on the left and the other beige sofa on the right. The brown leather office chair, floor lamp, and wall-mounted framed pictures reappear as the camera passes them. The video ends with a stable, centered shot of the polka-dot chair, capturing the entire living room environment in soft ambient lighting."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle, wide shot focused on a black office chair covered in colorful polka-dot fabric (purple, orange, beige circles), featuring a black five-star base with casters. To the left, a beige sectional sofa with a patterned blanket is visible. The camera begins a slow clockwise rotation, revealing ambient lighting and carpeted flooring. As the rotation progresses, the right side of the room comes into view — a beige sofa with matching polka-dot pillows, a floor lamp, and wall-mounted framed pictures behind it.",
+          "20-40%: Continuing the clockwise rotation, the TV on a black stand becomes clearer, displaying a bright cityscape with skyscrapers. The polka-dot chair remains centered. On the far left, a brown leather office chair near a desk setup becomes briefly visible. The camera maintains focus on the central chair while revealing more of the living room layout, including the beige sofas framing the scene and consistent warm lighting.",
+          "40-60%: The rotation continues, bringing the brown leather office chair more clearly into view beside a small desk. The camera angle lowers slightly, preparing to tilt down. Then, the camera tilts sharply downward beneath the polka-dot chair, focusing on the blue pneumatic lift cylinder, black plastic mechanism connecting to the five-star base, and the casters rolling on the light-colored carpet. The underside of the seat and mesh backrest are briefly visible.",
+          "60-80%: While still positioned beneath the chair, the camera pans upward slightly, highlighting the mesh texture of the backrest and contours of the armrests. The blue pneumatic cylinder remains prominent, and blurred glimpses of the beige sofas and TV screen appear in the background. The camera then begins to pull back and tilt upward, rising from under the chair, with the polka-dot fabric and black frame returning to full view. The slow clockwise rotation resumes, bringing the TV with the cityscape and wall-mounted framed pictures back into the frame.",
+          "80-100%: The camera completes its full rotation, returning to a frontal view of the polka-dot office chair. The TV on the black stand displaying the cityscape is centered behind it. The beige sectional sofa with the patterned blanket is on the left, and the other beige sofa is on the right. The floor lamp and framed pictures are visible in the background. The video ends on this stable, well-composed shot, maintaining consistent lighting and carpeted flooring throughout."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle, wide shot focused on a black office chair covered in colorful polka-dot fabric (purple, orange, beige circles). The chair has a black five-star base with casters. To the left, a beige sectional sofa with a patterned blanket is visible. The camera begins a slow clockwise rotation. The carpeted floor and ambient lighting are clear.",
+          "Part 2/8: Continuing the rotation, the right side of the room comes into view — a beige sofa with matching polka-dot pillows. Behind it, a floor lamp and wall-mounted framed pictures are visible. The camera maintains focus on the polka-dot chair while revealing more of the living room layout, including a TV on a black stand in the background.",
+          "Part 3/8: The camera continues rotating clockwise, bringing the TV into clearer view. It displays a bright cityscape with skyscrapers. The polka-dot chair remains centered. On the far left, a brown leather office chair near a desk becomes briefly visible. The overall lighting remains consistent and warm.",
+          "Part 4/8: The rotation progresses further, showing the brown leather office chair more clearly next to a small desk. The camera angle begins to lower slightly, preparing to tilt down. The beige sofas and patterned blanket remain visible on either side, framing the central polka-dot chair.",
+          "Part 5/8: The camera tilts sharply downward, moving beneath the polka-dot chair. The blue pneumatic lift cylinder and the black plastic base mechanism become the focal point. The five-star base with casters is clearly shown rolling on the light-colored carpet. The underside of the seat and mesh backrest are briefly visible.",
+          "Part 6/8: The camera pans upward slightly while still positioned beneath the chair, highlighting the mesh texture of the backrest and the contours of the armrests. The blue pneumatic cylinder remains prominent. In the blurred background, glimpses of the beige sofas and the TV screen can be seen.",
+          "Part 7/8: The camera begins to pull back and tilt upward, rising from under the chair. The polka-dot fabric and black frame come back into full view. The camera resumes its slow clockwise rotation, bringing the TV displaying the cityscape and the wall-mounted framed pictures back into the frame.",
+          "Part 8/8: The camera completes its full rotation, returning to a frontal view of the polka-dot office chair. The TV on the black stand with the cityscape display is centered behind it. The beige sectional sofa with the patterned blanket is on the left, and the other beige sofa is on the right. The floor lamp and framed pictures are visible in the background. The video ends on this stable, well-composed shot."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the beige sofa with the patterned blanket visible on the left side when the camera returns to its initial orientation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "d3b0e0260e352e1cf163f6b18fd980c17b5939aa0c876b7dca8986eff867f617_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Is the blue pneumatic lift cylinder visible when the camera tilts downward from the chair’s seat?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "d3b0e0260e352e1cf163f6b18fd980c17b5939aa0c876b7dca8986eff867f617_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the polka-dot office chair retain its original color pattern throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:22:44.266240"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the consistency requirement for the polka-dot chair’s identity?",
+          "options": [
+            "A. It should appear differently based on lighting",
+            "B. It must maintain the same fabric pattern and base design",
+            "C. It can change color when viewed from below",
+            "D. It may be replaced by a similar chair"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:22:44.266274"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are the colors of the polka dots described consistently across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:22:44.266286"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "What detail about the chair's texture must be preserved during the camera movement beneath it?",
+          "options": [
+            "A. The mesh backrest texture",
+            "B. The smoothness of the plastic base",
+            "C. The polka-dot pattern on the fabric",
+            "D. The color of the carpet"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:22:44.266295"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Is the TV screen shown displaying the same cityscape throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:22:44.266302"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "Which view requires correct semantic rendering of the chair’s structure?",
+          "options": [
+            "A. Frontal view",
+            "B. Underneath view",
+            "C. Reflection view",
+            "D. Mirror view"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:22:44.266308"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the camera complete a full rotation and return to the initial frontal view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:22:44.266315"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "What must be preserved when the camera completes the loop?",
+          "options": [
+            "A. The position of the desk",
+            "B. The relative positions of sofas and TV",
+            "C. The color of the carpet",
+            "D. The brightness of the light"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:22:44.266321"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Do the sofas and TV reappear in the same positions when the camera returns to the front?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:22:44.266329"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "Which background element must remain consistent when the camera re-enters the scene?",
+          "options": [
+            "A. The polka-dot pillow",
+            "B. The brown leather chair",
+            "C. The cityscape on the TV",
+            "D. The wall-mounted pictures"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:22:44.266335"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_d9be64a8fb23fe52670920fbd06b6e587b4fa8d15cfa1ace227cbd6c199d76ea"
+  },
+  {
+    "task_id": "mem_dl3dv_8879cecf92e13363ba367f06ed1f8ff15152ace4291130f9a4daecd90aace40f",
+    "instance_id": "mem_dl3dv_8879cecf92e13363ba367f06ed1f8ff15152ace4291130f9a4daecd90aace40f",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_8879cecf92e13363ba367f06ed1f8ff15152ace4291130f9a4daecd90aace40f.mp4",
+      "total_frames": 387,
+      "fps": 15.0,
+      "duration_sec": 25.8,
+      "reference_image_path": "inference_img/mem_dl3dv_8879cecf92e13363ba367f06ed1f8ff15152ace4291130f9a4daecd90aace40f_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of a cozy, well-lit living room featuring beige carpeting, a large flat-screen TV displaying a vibrant cityscape on the left wall, and a black ergonomic office chair with a floral-patterned pillow centered in the frame. The chair faces the camera and is positioned between two yellow sofas — one to the left draped with a patterned blanket, and another to the right also covered with a similar blanket. Behind the chair, a maroon office chair is visible near a window with sheer curtains. As the camera begins to rotate clockwise around the black office chair, it reveals more of the room’s layout: a floor lamp beside the right sofa, framed pictures on the walls, and a small side table. The rotation continues, offering views of the TV screen still showing the cityscape, the yellow sofa on the left, and glimpses of an adjacent workspace with shelves and equipment. The camera then tilts down to focus on the black five-star base of the chair resting on the beige carpet, capturing its wheels and structure. It moves upward along the chair’s column, revealing the underside mechanism and then the backrest adorned with the floral pillow. A close-up shot highlights the intricate details of the pillow’s red, yellow, green, and gray floral design. The camera pulls back slightly to show the full chair again, now from a slightly elevated angle, emphasizing the contrast between the black mesh chair and the bright pillow. Continuing from this angle, the camera pans around once more, circling the chair while keeping the yellow sofas, TV with cityscape, and maroon chair consistently in view. Finally, the video ends with a slow zoom-in on the floral pillow as the camera tilts up along the chair’s backrest, lingering on the decorative stitching and fabric texture before fading out."
+        ],
+        "level_2": [
+          "The video starts with a wide-angle shot of a modern living room featuring beige carpeting, a large TV displaying a cityscape on the left, and a central black office chair adorned with a floral pillow. To the left is a yellow sofa with a patterned blanket, and to the right, another yellow sofa similarly draped. In the background, a maroon office chair sits near a window. The camera slowly rotates clockwise around the black chair, revealing the full living room layout including framed wall art, a floor lamp, and a side table. The TV screen remains visible throughout, continuously showing the cityscape.",
+          "Continuing from the previous rotation, the camera completes its circle around the black office chair, now focusing downward to capture the black five-star base resting firmly on the beige carpet. Close-ups detail the wheels and structural components of the base. The camera then travels upward along the chair’s central column, revealing mechanical parts under the seat and the floral pillow on the backrest. A detailed close-up highlights the pillow’s colorful floral pattern — red blossoms, yellow accents, green leaves, and gray swirls — stitched onto white fabric. The camera then pulls back slightly to frame the entire chair against the backdrop of the yellow sofas and cityscape-displaying TV.",
+          "Finally, the camera resumes its circular motion around the black office chair, maintaining consistent framing of the surrounding elements: the yellow sofas with blankets, the maroon chair in the background, and the TV screen still showing the cityscape. The movement is smooth and deliberate, reinforcing the spatial relationship between all objects. The video concludes with a slow zoom-in on the floral pillow as the camera tilts upward along the chair’s backrest, emphasizing the texture and craftsmanship of the pillow before gently fading out."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a wide-angle view of a cozy, well-lit living room centered on a black ergonomic office chair with a floral-patterned pillow. To the left is a large flat-screen TV displaying a vibrant cityscape; to the right, a yellow sofa draped with a patterned blanket. In the background, a maroon office chair sits near a window with sheer curtains. Beige carpet covers the floor. The camera begins a slow clockwise rotation around the black chair, revealing a second yellow sofa on the right (also with a patterned blanket), a floor lamp beside it, and framed pictures on the walls. The TV screen remains visible throughout, continuously showing the cityscape.",
+          "20-40%: As the clockwise rotation continues, the camera captures the full living room layout from new angles—highlighting the maroon chair more prominently and revealing shelves with equipment behind it. The black office chair remains the focal point. The camera then tilts downward to focus on the black five-star base of the chair resting on the beige carpet, capturing close-up details of the wheels and structural components. The surrounding environment—yellow sofas, TV, and maroon chair—remains softly blurred in the background, preserving spatial context.",
+          "40-60%: Moving upward from the base, the camera follows the chair’s central column, revealing the underside mechanical parts and the lower portion of the floral pillow. It then shifts to a close-up of the pillow’s intricate pattern: red flowers, yellow accents, green leaves, and gray swirls stitched onto white fabric, with visible decorative stitching. The background remains consistent with the living room setting. The camera pulls back slightly to frame the entire black office chair with the floral pillow from a slightly elevated angle, with the yellow sofas, TV displaying the cityscape, and maroon chair all visible in their respective positions.",
+          "60-80%: The camera begins another slow clockwise rotation around the black office chair, maintaining smooth motion and visual continuity. Midway through this second rotation, it offers a balanced view of the room—the TV on the left, the yellow sofa with blanket on the right, and the maroon chair in the rear—with the black chair and floral pillow centered. Lighting remains consistent, and the beige carpet provides a neutral foundation. The rotation emphasizes the spatial relationships among all key elements: the two yellow sofas, the maroon chair, the TV with cityscape, and the central black office chair.",
+          "80-100%: Finally, the camera slows its rotation and zooms in toward the floral pillow on the backrest of the black office chair. It tilts upward along the chair’s back, highlighting the texture, craftsmanship, and detailed design of the pillow—including the red, yellow, green, and gray floral motifs and stitching. The yellow sofas, TV with cityscape, and maroon chair fade into soft focus as the video gently fades out, concluding the sequence."
+        ],
+        "level_4": [
+          "The video opens with a wide-angle view of a living room centered on a black office chair with a floral pillow. To the left, a large TV displays a cityscape; to the right, a yellow sofa with a patterned blanket. In the background, a maroon office chair is visible near a window. Beige carpet covers the floor. The camera begins a slow clockwise rotation around the chair, keeping all elements in frame.",
+          "Continuing the clockwise rotation, the camera reveals more of the room’s layout: a second yellow sofa on the right, also covered with a patterned blanket, a floor lamp beside it, and framed pictures on the wall. The TV screen continues to display the cityscape. The black office chair remains the focal point, its position unchanged as the camera circles it.",
+          "As the rotation progresses, the camera captures the full living room layout from a new angle — the maroon chair is now more prominent, and shelves with equipment are visible behind it. The TV screen still shows the cityscape. The camera maintains steady motion around the black office chair, ensuring continuity of scene composition and lighting.",
+          "The camera tilts downward, focusing on the black five-star base of the office chair resting on the beige carpet. Close-up shots highlight the wheels and structural design of the base. The surrounding environment — yellow sofas, TV, and maroon chair — remain softly blurred in the background, preserving spatial context.",
+          "Moving upward from the base, the camera follows the chair’s central column, revealing the underside mechanics and the lower part of the floral pillow. The camera then shifts to a close-up of the pillow’s pattern: red flowers, yellow accents, green leaves, and gray swirls on white fabric, with visible stitching details. The background remains consistent with the living room setting.",
+          "Pulling back slightly, the camera frames the entire black office chair with the floral pillow from a slightly elevated angle. The yellow sofas, TV displaying the cityscape, and maroon chair are all visible in their respective positions. The camera begins another slow clockwise rotation around the chair, maintaining smooth motion and visual continuity.",
+          "Midway through the second rotation, the camera offers a balanced view of the room — the TV on the left, the yellow sofa with blanket on the right, and the maroon chair in the rear. The black office chair with its floral pillow remains centered. The lighting is consistent, and the beige carpet provides a neutral foundation for the scene.",
+          "Finally, the camera slows its rotation and zooms in toward the floral pillow on the backrest of the black office chair. It tilts upward along the chair’s back, highlighting the texture and design of the pillow. The yellow sofas, TV with cityscape, and maroon chair fade into soft focus as the video gently fades out, concluding the sequence."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the black office chair with the floral pillow still centered in the frame after the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "c4ac6c20b97e622f0005a4bf2ed4a0037f4320a74a66d0314773266c5262d4c9_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "After tilting down to the chair base, does the floral pillow reappear at the top of the frame when the camera tilts back up?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "c4ac6c20b97e622f0005a4bf2ed4a0037f4320a74a66d0314773266c5262d4c9_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the black office chair maintain the same identity throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:15.552778"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which object remains consistently present and identifiable in every segment?",
+          "options": [
+            "A. Yellow sofa",
+            "B. Maroon office chair",
+            "C. Black office chair with floral pillow",
+            "D. Floor lamp"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:15.552815"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the floral pattern on the pillow described with consistent details across multiple segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:15.552829"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "What color elements are consistently mentioned in the floral pillow’s design?",
+          "options": [
+            "A. Red, yellow, green, gray",
+            "B. Blue, white, orange, black",
+            "C. Purple, pink, brown, silver",
+            "D. Red, blue, green, yellow"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:15.552836"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation around the chair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:15.552845"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What happens to the camera path after the first rotation?",
+          "options": [
+            "A. It stops moving",
+            "B. It moves vertically only",
+            "C. It resumes another clockwise rotation",
+            "D. It pans left to right"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:15.552852"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the TV screen consistently display the cityscape throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:15.552860"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "When the camera pulls back after focusing on the chair base, what should be visible in the background?",
+          "options": [
+            "A. Only the chair",
+            "B. The yellow sofas and TV",
+            "C. A kitchen area",
+            "D. A bedroom door"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:15.552866"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_8879cecf92e13363ba367f06ed1f8ff15152ace4291130f9a4daecd90aace40f"
+  },
+  {
+    "task_id": "mem_dl3dv_80ef1075466e1824929cf6b5f8b77acf2a7a0fdae07792f74e8f9905c6e07807",
+    "instance_id": "mem_dl3dv_80ef1075466e1824929cf6b5f8b77acf2a7a0fdae07792f74e8f9905c6e07807",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_80ef1075466e1824929cf6b5f8b77acf2a7a0fdae07792f74e8f9905c6e07807.mp4",
+      "total_frames": 387,
+      "fps": 15.0,
+      "duration_sec": 25.8,
+      "reference_image_path": "inference_img/mem_dl3dv_80ef1075466e1824929cf6b5f8b77acf2a7a0fdae07792f74e8f9905c6e07807_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, low-to-the-ground shot of a cozy, well-lit living room. In the center stands a white metal ironing board with a patterned pillow resting on top — the pillow features large geometric circles in shades of purple, orange, and brown. The camera slowly rotates clockwise around the ironing board, revealing a beige sectional sofa arranged in an L-shape against the walls, adorned with matching patterned throw pillows and a gray-and-white floral blanket draped over one arm. To the left, a large flat-screen TV displays a vibrant cityscape with skyscrapers under a clear blue sky, mounted on a black media console that also holds speakers and decorative items. Behind the TV, a tall window with sheer white curtains lets in natural light. As the camera continues its circular motion, a blue exercise ball is visible near the TV stand, tucked beside a small black side table. On the far wall, a collection of framed pictures — varying in size and subject — are neatly arranged above the sofa. A floor lamp with a warm glow stands near the corner, illuminating part of the sofa. The carpet is plush and light beige, complementing the neutral tones of the room. Continuing from this view, the camera moves closer to the ironing board, tilting upward slightly to emphasize the pillow’s texture and pattern, then pans down along the legs of the ironing board, showing its crisscross metal frame. The camera then sweeps back up and rotates further, capturing the opposite side of the room where another beige armchair with a decorative pillow sits beside a small wooden end table. A red backpack rests on the floor nearby. The camera completes its full 360-degree orbit, returning to the starting position but now zooming in slightly on the ironing board as the final shot, highlighting the pillow’s placement and the subtle shadows cast by the room’s ambient lighting. Finally, the video ends with a slight tilt downward, focusing on the base of the ironing board and the surrounding carpet, leaving the viewer with a sense of spatial harmony and domestic tranquility."
+        ],
+        "level_2": [
+          "The video begins with a wide-angle, low-to-the-ground shot of a cozy living room centered on a white metal ironing board topped with a patterned pillow featuring geometric circles in purple, orange, and brown. The camera rotates clockwise, revealing a beige sectional sofa with matching pillows and a floral blanket. To the left, a large TV displays a cityscape, mounted on a black media console; a blue exercise ball is visible nearby. Framed pictures line the wall above the sofa. The room is warmly lit by natural light through sheer curtains and a standing lamp. The plush beige carpet completes the inviting atmosphere.",
+          "Continuing from the initial rotation, the camera moves closer to the ironing board, tilting upward to highlight the pillow’s texture and pattern, then pans down along the crisscross metal legs. It sweeps back up and rotates further, revealing the opposite side of the room: a beige armchair with a decorative pillow, a small wooden end table, and a red backpack on the floor. The camera maintains smooth, continuous motion, emphasizing spatial relationships between furniture and decor while keeping the ironing board as the central visual anchor.",
+          "Finally, the camera completes its full 360-degree orbit around the ironing board, returning to the starting viewpoint but zooming in slightly to focus on the pillow’s placement and the interplay of light and shadow. The shot subtly tilts downward, ending on the base of the ironing board and the surrounding carpet, reinforcing the room’s harmonious layout and tranquil ambiance. All key landmarks — the blue exercise ball, TV cityscape, ironing board with pillow, framed wall pictures, and beige sectional sofa — are visually anchored throughout the sequence for continuity."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle, wide shot of a living room centered on a white ironing board holding a patterned pillow (purple, orange, brown circles). To the left, a beige sectional sofa with coordinating pillows and a floral blanket is visible. Behind it, a wall displays framed pictures. Natural light filters through sheer curtains near a large TV showing a cityscape. A blue exercise ball sits near the TV stand. The camera begins rotating clockwise around the ironing board, revealing more of the sectional sofa’s L-shape, while maintaining the low angle that emphasizes the plush beige carpet and the ironing board’s metal legs. A floor lamp glows softly in the background.",
+          "20-40%: Continuing the clockwise rotation, the camera passes behind the ironing board, offering a clearer view of the framed picture wall above the sofa; the blue exercise ball is now fully visible beside a black side table, and the TV screen remains bright with the cityscape. The camera then moves past the sofa’s corner, revealing a beige armchair with a decorative pillow and a small wooden end table, with a red backpack resting on the floor nearby. The ironing board’s legs and patterned pillow remain prominent as the camera begins to tilt slightly upward, drawing attention to the pillow’s design.",
+          "40-60%: The camera tilts up further, focusing on the pillow’s texture and pattern, then pans down along the crisscross metal legs of the ironing board. The plush carpet fills the lower frame. The TV and cityscape are still visible in the background, along with the blue exercise ball and framed wall art; lighting remains consistent and warm. The camera sweeps back up and continues its clockwise rotation, now capturing the opposite side of the room where the beige armchair and end table reappear, along with the red backpack. The ironing board remains central, and the movement is smooth, emphasizing spatial continuity.",
+          "60-80%: The camera completes nearly a full 360-degree orbit, returning to the initial viewpoint but now zooming in slightly on the ironing board and pillow; shadows from the room’s lighting accentuate the pillow’s contours. The TV cityscape, blue exercise ball, and framed wall pictures are all visible in the periphery, anchoring the scene. The camera maintains steady motion, keeping the ironing board as the focal point while reinforcing the room’s symmetrical layout and harmonious decor.",
+          "80-100%: Finally, the camera tilts downward, focusing on the base of the ironing board and the surrounding beige carpet. The patterned pillow remains in view at the top of the frame. The video ends with this grounded, intimate shot, reinforcing the room’s calm, cohesive aesthetic and leaving the viewer with a sense of spatial completeness and domestic tranquility."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle, wide shot of a living room centered on a white ironing board holding a patterned pillow (purple, orange, brown circles). To the left, a beige sectional sofa with coordinating pillows and a floral blanket is visible. Behind it, a wall displays framed pictures. Natural light filters through sheer curtains near a large TV showing a cityscape. A blue exercise ball sits near the TV stand.",
+          "Part 2/8: The camera begins rotating clockwise around the ironing board, revealing more of the sectional sofa’s L-shape. The TV remains in view, displaying skyscrapers. The camera angle stays low, emphasizing the plush beige carpet and the ironing board’s metal legs. A floor lamp glows softly in the background, casting warm light on the sofa.",
+          "Part 3/8: Continuing the rotation, the camera passes behind the ironing board, offering a clearer view of the framed picture wall above the sofa. The blue exercise ball is now fully visible beside a black side table. The TV screen remains bright with the cityscape. The camera maintains steady motion, keeping the ironing board centered as the focal point.",
+          "Part 4/8: The camera moves past the sofa’s corner, revealing a beige armchair with a decorative pillow and a small wooden end table. A red backpack rests on the floor nearby. The ironing board’s legs and the patterned pillow remain prominent. The camera begins to tilt slightly upward, drawing attention to the pillow’s design.",
+          "Part 5/8: The camera tilts up further, focusing on the pillow’s texture and pattern, then pans down along the crisscross metal legs of the ironing board. The plush carpet fills the lower frame. The TV and cityscape are still visible in the background, along with the blue exercise ball and framed wall art. Lighting remains consistent and warm.",
+          "Part 6/8: The camera sweeps back up and continues its clockwise rotation, now capturing the opposite side of the room. The beige armchair and end table reappear, along with the red backpack. The ironing board remains central. The camera movement is smooth, maintaining spatial continuity and emphasizing the room’s symmetrical layout.",
+          "Part 7/8: The camera completes nearly a full 360-degree orbit, returning to the initial viewpoint but now zooming in slightly on the ironing board and pillow. Shadows from the room’s lighting accentuate the pillow’s contours. The TV cityscape, blue exercise ball, and framed wall pictures are all visible in the periphery, anchoring the scene.",
+          "Part 8/8: Finally, the camera tilts downward, focusing on the base of the ironing board and the surrounding beige carpet. The patterned pillow remains in view at the top of the frame. The video ends with this grounded, intimate shot, reinforcing the room’s calm, cohesive aesthetic and leaving the viewer with a sense of spatial completeness."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the blue exercise ball still positioned behind the TV stand after the camera completes its circular path?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "c2e0d105e7eacf5b98717e02fd3a3740749a6a6801c0c272c4f35f0f53e9d6f2_0_2",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the ironing board retain its identity as a white metal object with a patterned pillow throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:38.642440"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which object is consistently described across all segments as having geometric circles in purple, orange, and brown?",
+          "options": [
+            "A. The floral blanket",
+            "B. The throw pillows",
+            "C. The patterned pillow on the ironing board",
+            "D. The framed pictures"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:38.642476"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the crisscross metal frame of the ironing board consistently described as stable across different camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:38.642488"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What detail is emphasized in the close-up view of the pillow in part 5/8?",
+          "options": [
+            "A. Its softness",
+            "B. Its texture and pattern",
+            "C. Its size",
+            "D. Its placement"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:38.642497"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree orbit and return to the original viewpoint?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:38.642504"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which camera movement is central to maintaining horizontal loop memory?",
+          "options": [
+            "A. Zooming in",
+            "B. Tilting up",
+            "C. Clockwise rotation",
+            "D. Panning left"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:38.642511"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are background elements like the TV and exercise ball visible again when the camera returns to the starting position?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:38.642518"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_80ef1075466e1824929cf6b5f8b77acf2a7a0fdae07792f74e8f9905c6e07807"
+  },
+  {
+    "task_id": "mem_dl3dv_6fef07ffa088f12f4094d0fe714b7a4132ee630e62d9b5663577783d1cb493c8",
+    "instance_id": "mem_dl3dv_6fef07ffa088f12f4094d0fe714b7a4132ee630e62d9b5663577783d1cb493c8",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_6fef07ffa088f12f4094d0fe714b7a4132ee630e62d9b5663577783d1cb493c8.mp4",
+      "total_frames": 380,
+      "fps": 15.0,
+      "duration_sec": 25.33,
+      "reference_image_path": "inference_img/mem_dl3dv_6fef07ffa088f12f4094d0fe714b7a4132ee630e62d9b5663577783d1cb493c8_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of a bronze lion statue resting majestically on a circular mulch base, surrounded by a lush green lawn and low-lying shrubs. Behind the statue, a large leafy tree provides partial shade, its branches swaying gently in the breeze. In the background, a red brick building with white trim lines the left side of the frame, while further in the distance, a modern multi-story building with glass windows and concrete panels rises above the treeline. A paved walkway curves along the edge of the grassy area, leading toward the buildings. The camera slowly pans clockwise around the lion statue, revealing its detailed mane with individually sculpted strands, muscular body, and long tail curling upward at the tip. As the camera moves, the perspective shifts to show the statue from multiple angles — front, side, rear, and three-quarter views — highlighting the texture of the bronze surface and the naturalistic posture of the lion lying down with one paw extended. The grassy mound beneath the mulch base slopes gently into the surrounding lawn. Continuing from the rear view, the camera circles back toward the front, capturing the lion’s serene facial expression and the interplay of light and shadow across its form. Finally, the video ends with a close-up of the lion’s head, emphasizing the intricate details of its mane and eyes, as the background elements — the tree, brick building, modern structure, and paved path — remain consistently visible throughout the entire sequence, maintaining spatial continuity and environmental context."
+        ],
+        "level_2": [
+          "The video begins with a full view of a bronze lion statue lying on a mulch-covered circular base, nestled within a well-maintained green lawn bordered by shrubs. Behind the statue stands a large tree with dense foliage, partially shading the sculpture. To the left, a red brick building with white horizontal accents is visible, while in the far background, a modern multi-story building with glass facades can be seen. A paved walkway runs parallel to the lawn, curving gently away from the camera. The camera initiates a slow clockwise pan, starting from the lion’s right flank, revealing its powerful hindquarters and long, curved tail. The mulch base sits atop a slight grassy mound, blending naturally into the surrounding turf. The lion’s detailed mane flows over its shoulders and chest, with each strand meticulously rendered in bronze. The lighting is soft and diffused, suggesting an overcast day or late afternoon sun.",
+          "Continuing from the rear view of the lion statue, the camera completes its clockwise arc, now focusing on the lion’s left flank and then its front. The detailed mane cascades over the lion’s neck and chest, catching subtle highlights. The camera zooms slightly closer, allowing viewers to appreciate the texture of the bronze and the lifelike musculature of the lion’s limbs. The grassy mound beneath the mulch base remains visible, sloping gently into the surrounding lawn. In the background, the tree continues to provide shade, while the red brick building and modern multi-story structure remain fixed in their positions, anchoring the scene. The paved walkway becomes more prominent as the camera angle shifts, showing its clean lines and integration with the landscape. The lion’s face comes into clearer view, revealing calm, watchful eyes and a composed expression, enhancing the statue’s regal presence.",
+          "Finally, the camera completes its full 360-degree orbit around the lion statue, returning to a frontal view that emphasizes the lion’s majestic head and detailed mane. The camera lingers here, slowly zooming in for a close-up of the lion’s face, capturing the fine sculptural work in its eyes, nose, and whisker pads. The background elements — the tree behind the statue, the red brick building to the left, the distant modern building, and the paved walkway — remain consistently visible, reinforcing the setting’s coherence. The grassy mound and mulch base are still clearly defined beneath the statue, grounding it in its landscaped environment. The overall atmosphere is tranquil and contemplative, with no movement other than the steady, smooth camera motion encircling the lion. The video concludes with this intimate portrait of the lion’s face, leaving the viewer with a lasting impression of its noble and serene demeanor."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a medium shot of a bronze lion statue lying on a mulch base, positioned on a grassy mound. The lion faces right, its tail curled upward. Behind it, a large tree with green leaves provides partial shade. To the left, a red brick building with white trim is visible. The surrounding lawn is vibrant green, edged with low shrubs. A paved walkway curves along the background. The camera begins a slow clockwise pan, revealing the lion’s muscular hindquarters and textured mane. As the camera continues its clockwise movement, the lion’s right flank comes into full view. The detailed mane flows over its shoulder, with individual strands clearly sculpted. The mulch base is circular and contrasts with the green lawn. The grassy mound slopes gently downward. In the distance, the modern multi-story building appears between trees. The paved walkway remains visible along the edge of the frame. The lighting is even, casting soft shadows across the statue and ground.",
+          "20-40%: The camera now captures the rear of the lion statue, emphasizing its powerful haunches and the curve of its tail. The tree behind the statue fills more of the upper frame, its leaves rustling slightly. The red brick building remains on the left, while the modern building is more centered in the background. The paved walkway curves out of view temporarily. The mulch base is fully visible from this angle, showing its neat edges against the grassy mound. Moving to the lion’s left flank, the camera reveals the sculpted musculature of its torso and foreleg. The detailed mane drapes over its chest, catching ambient light. The grassy mound beneath the mulch base slopes gently into the surrounding lawn. The tree’s branches frame the top of the shot. The red brick building is now partially obscured by foliage, while the modern building remains visible in the distance. The paved walkway reappears along the right edge of the frame. The camera maintains a steady pace, preserving the serene mood.",
+          "40-60%: The camera now focuses on the lion’s front-left quarter, bringing its face partially into view. The detailed mane frames its head, with strands flowing downward. The lion’s eyes appear calm and watchful. The mulch base and grassy mound remain consistent in composition. The tree behind the statue still provides shade, while the red brick building and modern structure anchor the background. The paved walkway runs parallel to the lawn. The camera begins a slight zoom-in, preparing for a closer look at the lion’s features. Continuing the clockwise pan, the camera centers on the lion’s face, now fully visible from the front-left angle. The detailed mane surrounds its head, with each strand meticulously rendered. The lion’s expression is serene, with softly modeled eyes and nose. The grassy mound and mulch base are clearly defined beneath the statue. The tree, brick building, and modern structure remain in their respective positions. The paved walkway is visible along the right side. The camera maintains its steady movement, enhancing the sense of reverence for the sculpture.",
+          "60-80%: The camera now moves to a direct frontal view of the lion statue, capturing its full majesty. The detailed mane frames its face symmetrically, and its paws rest calmly on the mulch base. The grassy mound slopes gently outward, blending into the green lawn. The tree behind the statue provides a natural backdrop, while the red brick building and modern multi-story structure remain visible in the background. The paved walkway curves along the edge of the scene. The lighting remains soft and even, highlighting the bronze texture without harsh shadows. The camera continues its smooth, deliberate rotation, completing most of the 360-degree orbit around the lion statue, returning toward a frontal perspective that emphasizes the lion’s majestic head and detailed mane.",
+          "80-100%: Finally, the camera completes its orbit with a close-up of the lion’s face, emphasizing the intricate sculptural details — the furrows of its brow, the curve of its nose, and the depth of its eyes. The mane flows around its head, creating a halo effect. The tree, brick building, modern structure, and paved walkway remain visible in the periphery, maintaining environmental consistency. The grassy mound and mulch base are subtly present beneath the statue. The video ends with this intimate portrait, leaving a lasting impression of the lion’s noble and tranquil presence."
+        ],
+        "level_4": [
+          "The video opens with a medium shot of a bronze lion statue lying on a mulch base, positioned on a grassy mound. The lion faces right, its tail curled upward. Behind it, a large tree with green leaves provides partial shade. To the left, a red brick building with white trim is visible. The surrounding lawn is vibrant green, edged with low shrubs. A paved walkway curves along the background. The camera begins a slow clockwise pan, revealing the lion’s muscular hindquarters and textured mane.",
+          "As the camera continues its clockwise movement, the lion’s right flank comes into full view. The detailed mane flows over its shoulder, with individual strands clearly sculpted. The mulch base is circular and contrasts with the green lawn. The grassy mound slopes gently downward. In the distance, the modern multi-story building appears between trees. The paved walkway remains visible along the edge of the frame. The lighting is even, casting soft shadows across the statue and ground.",
+          "The camera now captures the rear of the lion statue, emphasizing its powerful haunches and the curve of its tail. The tree behind the statue fills more of the upper frame, its leaves rustling slightly. The red brick building remains on the left, while the modern building is more centered in the background. The paved walkway curves out of view temporarily. The mulch base is fully visible from this angle, showing its neat edges against the grassy mound. The camera maintains a steady pace, preserving the serene mood.",
+          "Moving to the lion’s left flank, the camera reveals the sculpted musculature of its torso and foreleg. The detailed mane drapes over its chest, catching ambient light. The grassy mound beneath the mulch base slopes gently into the surrounding lawn. The tree’s branches frame the top of the shot. The red brick building is now partially obscured by foliage, while the modern building remains visible in the distance. The paved walkway reappears along the right edge of the frame. The camera continues its smooth, deliberate rotation.",
+          "The camera now focuses on the lion’s front-left quarter, bringing its face partially into view. The detailed mane frames its head, with strands flowing downward. The lion’s eyes appear calm and watchful. The mulch base and grassy mound remain consistent in composition. The tree behind the statue still provides shade, while the red brick building and modern structure anchor the background. The paved walkway runs parallel to the lawn. The camera begins a slight zoom-in, preparing for a closer look at the lion’s features.",
+          "Continuing the clockwise pan, the camera centers on the lion’s face, now fully visible from the front-left angle. The detailed mane surrounds its head, with each strand meticulously rendered. The lion’s expression is serene, with softly modeled eyes and nose. The grassy mound and mulch base are clearly defined beneath the statue. The tree, brick building, and modern structure remain in their respective positions. The paved walkway is visible along the right side. The camera maintains its steady movement, enhancing the sense of reverence for the sculpture.",
+          "The camera now moves to a direct frontal view of the lion statue, capturing its full majesty. The detailed mane frames its face symmetrically, and its paws rest calmly on the mulch base. The grassy mound slopes gently outward, blending into the green lawn. The tree behind the statue provides a natural backdrop, while the red brick building and modern multi-story structure remain visible in the background. The paved walkway curves along the edge of the scene. The lighting remains soft and even, highlighting the bronze texture without harsh shadows.",
+          "Finally, the camera completes its orbit with a close-up of the lion’s face, emphasizing the intricate sculptural details — the furrows of its brow, the curve of its nose, and the depth of its eyes. The mane flows around its head, creating a halo effect. The tree, brick building, modern structure, and paved walkway remain visible in the periphery, maintaining environmental consistency. The grassy mound and mulch base are subtly present beneath the statue. The video ends with this intimate portrait, leaving a lasting impression of the lion’s noble and tranquil presence."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the red brick building visible behind the lion statue when the camera returns to its starting position?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "e47aede6b65b2ff9898be60650aa3d3e110c2311f36df209ed8cb5ae5265feea_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Is the paved walkway visible adjacent to the grassy area during the camera’s movement?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "e47aede6b65b2ff9898be60650aa3d3e110c2311f36df209ed8cb5ae5265feea_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the lion statue maintain the same identity throughout the entire 360-degree pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:25:22.296162"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the lion's identity during the camera rotation?",
+          "options": [
+            "A. It changes from a lion to a tiger",
+            "B. It remains consistently a bronze lion",
+            "C. It transforms into a mythical creature",
+            "D. It disappears and reappears"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:25:22.296196"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the lion’s tail remain curled upward throughout the pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:25:22.296208"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "What happens to the lion’s posture as the camera rotates?",
+          "options": [
+            "A. It stands up",
+            "B. It shifts position",
+            "C. It remains lying down with one paw extended",
+            "D. It rolls over"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:25:22.296214"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Are the individual strands of the lion’s mane consistently visible in all views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:25:22.296222"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "How is the bronze texture described in the prompt?",
+          "options": [
+            "A. Smooth and uniform",
+            "B. Meticulously rendered with naturalistic detail",
+            "C. Shiny and reflective",
+            "D. Dull and worn"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:25:22.296228"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree orbit around the lion?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:25:22.296235"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "What type of camera movement is described in the video?",
+          "options": [
+            "A. Vertical tilt",
+            "B. Linear dolly",
+            "C. Horizontal 360-degree pan",
+            "D. Zoom-only motion"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:25:22.296242"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Do the background buildings and tree remain in fixed positions as the camera pans?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:25:22.296249"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the front view, which background elements should be visible?",
+          "options": [
+            "A. Only the tree",
+            "B. The tree, brick building, and modern structure",
+            "C. The sky only",
+            "D. No background elements"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:25:22.296254"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_6fef07ffa088f12f4094d0fe714b7a4132ee630e62d9b5663577783d1cb493c8"
+  },
+  {
+    "task_id": "mem_dl3dv_2f210d115b5875bd6a921b30137d08f30ef7b8f844b2d82e63ed23171ce9d3bd",
+    "instance_id": "mem_dl3dv_2f210d115b5875bd6a921b30137d08f30ef7b8f844b2d82e63ed23171ce9d3bd",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_2f210d115b5875bd6a921b30137d08f30ef7b8f844b2d82e63ed23171ce9d3bd.mp4",
+      "total_frames": 324,
+      "fps": 15.0,
+      "duration_sec": 21.6,
+      "reference_image_path": "inference_img/mem_dl3dv_2f210d115b5875bd6a921b30137d08f30ef7b8f844b2d82e63ed23171ce9d3bd_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide, slow panning shot moving left to right across an empty airport baggage claim area. The scene is dominated by a long, curved metallic baggage carousel with a polished stainless steel exterior and a black rubber conveyor belt that remains stationary throughout. At the far left end of the carousel, a black curtain hangs vertically at the entrance where luggage would emerge, partially obscuring the dark interior behind it. The surrounding walls are covered in large beige square tiles arranged in a grid pattern, extending from floor to ceiling. The ceiling features recessed circular lighting fixtures evenly spaced along its length, casting soft, even illumination. As the camera pans right, a blue directional sign becomes visible on the far right wall, mounted high above the carousel. The floor is made of light-colored speckled terrazzo tiles, reflecting ambient light. The camera continues its smooth arc around the carousel’s curve, revealing more of the beige tiled wall and the full length of the metallic structure. In the background, glimpses of glass partitions and distant doors can be seen, but no people or luggage are present. The environment feels sterile, quiet, and modern. Finally, the camera completes its sweep back toward the left, returning to frame the black curtain at the carousel entrance, bringing the shot full circle while maintaining consistent framing and lighting throughout."
+        ],
+        "level_2": [
+          "The video begins with a slow left-to-right pan across an empty airport baggage claim area. The focus is on a long, curved metallic baggage carousel with a polished stainless steel surface and a black conveyor belt. On the far left, a black curtain hangs at the carousel’s entrance, partially concealing the dark interior. The walls are clad in beige square tiles, and recessed ceiling lights illuminate the space evenly. The camera movement reveals the curvature of the carousel and the reflective terrazzo floor.",
+          "Continuing from the previous segment, the camera pans further right, showcasing the full length of the metallic baggage carousel. The beige tiled wall continues uninterrupted along the back, and the polished metal reflects the overhead lighting. A blue directional sign appears on the far right wall, positioned above the carousel. No luggage or people are visible; the space remains pristine and unoccupied. The camera maintains a steady, smooth motion as it captures the architectural details and spatial layout.",
+          "Finally, the camera begins to arc back toward the left, completing its panoramic sweep. It passes the blue sign again and gradually returns to the starting point, re-framing the black curtain at the carousel entrance. The metallic surface of the carousel gleams under the consistent lighting, and the beige tiled walls remain prominent. The terrazzo floor reflects the surroundings subtly. The video ends with the camera positioned similarly to the opening shot, creating a seamless loop-like visual narrative without any interruptions or changes in environment."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a slow left-to-right pan across an empty airport baggage claim area. The metallic baggage carousel dominates the foreground, featuring a polished stainless steel exterior and a black rubber conveyor belt. On the far left, a black curtain hangs at the carousel entrance, partially obscuring the dark interior behind it. Beige tiled walls extend into the background under recessed ceiling lights. The camera moves slightly right, revealing more of the curved metallic baggage carousel while the black curtain remains visible on the left edge of the frame. The terrazzo floor reflects ambient light, and the motion is smooth and steady.",
+          "20-40%: Continuing the pan, the camera shows the midsection of the metallic baggage carousel; the black curtain is no longer in view. The beige tiled wall stretches across the entire background, and the polished metal surface reflects the overhead lighting. The environment remains devoid of people or luggage, enhancing the sense of emptiness and sterility. As the pan progresses, the right side of the carousel comes into full view, with the beige tiled wall continuing uninterrupted and the terrazzo floor visible below. The camera motion remains fluid and deliberate.",
+          "40-60%: The camera reaches the far right end of the carousel, where a blue directional sign becomes visible on the wall above. The metallic surface gleams under the lighting, and the beige tiled wall extends beyond the sign. The camera begins to slowly curve back toward the left, initiating the return sweep. Continuing the arc back to the left, the camera now shows the rear portion of the carousel from a slightly different angle. The blue sign remains in view for a moment before exiting the frame. The beige tiled wall and polished metal continue to dominate the scene, with no changes in lighting or occupancy.",
+          "60-80%: The camera pans further left, returning to the central section of the metallic baggage carousel. The curved structure is fully visible, and the beige tiled wall forms a continuous backdrop. The terrazzo floor reflects the surroundings subtly. The smooth, looping motion reinforces the quiet, empty atmosphere of the space. The camera continues its arc, passing the blue sign again (now re-entering briefly) and gradually approaching the left side of the carousel, bringing the curvature back into prominence.",
+          "80-100%: Finally, the camera completes its arc, returning to the initial framing that includes the black curtain at the carousel entrance on the far left. The metallic baggage carousel, beige tiled wall, and ambient lighting remain consistent. The video ends with a stable, symmetrical composition mirroring the opening shot, closing the visual loop. The terrazzo floor reflects the surroundings subtly, and the environment remains pristine, unoccupied, and sterile throughout."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a slow left-to-right pan across an empty airport baggage claim area. The metallic baggage carousel dominates the foreground, featuring a polished stainless steel exterior and a black rubber conveyor belt. On the far left, a black curtain hangs at the carousel entrance, partially obscuring the dark interior behind it. Beige tiled walls extend into the background under recessed ceiling lights.",
+          "Part 2/8: Continuing the pan, the camera moves slightly right, revealing more of the curved metallic baggage carousel. The black curtain remains visible on the left edge of the frame. The beige tiled wall continues along the back, and the terrazzo floor reflects ambient light. The camera maintains a smooth, steady motion, emphasizing the clean, modern architecture.",
+          "Part 3/8: The camera continues its rightward pan, now showing the midsection of the metallic baggage carousel. The black curtain is no longer in view. The beige tiled wall stretches across the entire background, and the polished metal surface reflects the overhead lighting. The environment remains devoid of people or luggage, enhancing the sense of emptiness and sterility.",
+          "Part 4/8: As the pan progresses, the right side of the metallic baggage carousel comes into full view. The beige tiled wall continues uninterrupted, and the terrazzo floor remains visible below. The camera motion is fluid and deliberate, capturing the sleek design of the carousel and the uniformity of the tiled surfaces.",
+          "Part 5/8: The camera reaches the far right end of the carousel, where a blue directional sign becomes visible on the wall above. The metallic surface gleams under the lighting, and the beige tiled wall extends beyond the sign. The camera begins to slowly curve back toward the left, initiating the return sweep.",
+          "Part 6/8: Continuing the arc back to the left, the camera now shows the rear portion of the carousel from a slightly different angle. The blue sign remains in view for a moment before exiting the frame. The beige tiled wall and polished metal continue to dominate the scene, with no changes in lighting or occupancy.",
+          "Part 7/8: The camera pans further left, returning to the central section of the metallic baggage carousel. The curved structure is fully visible, and the beige tiled wall forms a continuous backdrop. The terrazzo floor reflects the surroundings subtly. The smooth, looping motion reinforces the quiet, empty atmosphere of the space.",
+          "Part 8/8: Finally, the camera completes its arc, returning to the initial framing that includes the black curtain at the carousel entrance on the far left. The metallic baggage carousel, beige tiled wall, and ambient lighting remain consistent. The video ends with a stable, symmetrical composition mirroring the opening shot, closing the visual loop."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the black curtain at the carousel entrance visible again when the camera returns to its starting position?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "d879067ebd0332b54128141bbde382c34b2db942a8d4216a1ccfd8806a93a2c3_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the camera return to the exact same framing as the opening shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756855"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "What is the primary challenge in maintaining consistency during the horizontal loop?",
+          "options": [
+            "A. Ensuring the blue sign remains visible throughout",
+            "B. Matching the initial and final framing exactly",
+            "C. Changing the lighting dynamically",
+            "D. Introducing new objects"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756889"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the camera move back along the same path it took initially?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756902"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "Which element must reappear in the same location when the camera returns?",
+          "options": [
+            "A. The blue directional sign",
+            "B. The black curtain",
+            "C. The glass partitions",
+            "D. The luggage on the carousel"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756909"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the background appear unchanged when the camera returns to previously seen areas?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756916"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "What must remain consistent when the camera re-enters the central section of the carousel?",
+          "options": [
+            "A. The color of the conveyor belt",
+            "B. The presence of people",
+            "C. The lighting on the metallic surface",
+            "D. The motion of the carousel"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756922"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is the black curtain visible again when the camera returns to the left?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756929"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What aspect of the black curtain must be preserved when it reappears?",
+          "options": [
+            "A. Its color and texture",
+            "B. Its movement",
+            "C. Its reflection",
+            "D. Its size relative to the carousel"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756936"
+        },
+        {
+          "question": "Is the black curtain at the carousel entrance visible again when the camera returns to its starting position?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "10",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the camera return to the exact same framing as the opening shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756855"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "What is the primary challenge in maintaining consistency during the horizontal loop?",
+          "options": [
+            "A. Ensuring the blue sign remains visible throughout",
+            "B. Matching the initial and final framing exactly",
+            "C. Changing the lighting dynamically",
+            "D. Introducing new objects"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756889"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the camera move back along the same path it took initially?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756902"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Which element must reappear in the same location when the camera returns?",
+          "options": [
+            "A. The blue directional sign",
+            "B. The black curtain",
+            "C. The glass partitions",
+            "D. The luggage on the carousel"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756909"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the background appear unchanged when the camera returns to previously seen areas?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756916"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "What must remain consistent when the camera re-enters the central section of the carousel?",
+          "options": [
+            "A. The color of the conveyor belt",
+            "B. The presence of people",
+            "C. The lighting on the metallic surface",
+            "D. The motion of the carousel"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756922"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Is the black curtain visible again when the camera returns to the left?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756929"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "What aspect of the black curtain must be preserved when it reappears?",
+          "options": [
+            "A. Its color and texture",
+            "B. Its movement",
+            "C. Its reflection",
+            "D. Its size relative to the carousel"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756936"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the polished stainless steel surface of the baggage carousel reflect the beige tiled walls and recessed ceiling lights as visible in the environment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt describes the carousel as having a 'polished stainless steel exterior' that 'gleams under the lighting' and reflects overhead illumination. Since the surrounding environment includes beige tiled walls and recessed lights, these should be accurately reflected on the metallic surface.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124687"
+          }
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "When the camera is positioned to view the midsection of the carousel, what should be visible in the reflection of the metallic surface?",
+          "options": [
+            "A. The black curtain at the entrance",
+            "B. The blue directional sign on the far right wall",
+            "C. The beige tiled wall and ceiling lights",
+            "D. The glass partitions in the distant background"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "At the midsection, the black curtain is no longer in frame (Segment 3), and the blue sign is not yet visible (appears in Segment 5). The dominant background elements are the beige tiled wall and ceiling lights, which would be reflected in the polished metal surface.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124735"
+          }
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Is the reflection of the terrazzo floor visible in the metallic surface of the carousel?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt states that the terrazzo floor 'reflects ambient light,' and the carousel has a polished stainless steel surface. Given their reflective properties, it's reasonable to expect that the floor’s texture and light reflections would appear in the mirror-like surface of the carousel.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124745"
+          }
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which object should NOT appear in the reflection of the carousel when the camera is focused on the far right end?",
+          "options": [
+            "A. The blue directional sign",
+            "B. The black curtain",
+            "C. The beige tiled wall",
+            "D. The recessed ceiling lights"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The black curtain is located on the far left and is out of frame during the rightmost portion of the pan (Segment 5). Therefore, it cannot be reflected in the carousel’s surface from that viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124752"
+          }
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the reflection in the carousel's surface show the correct orientation of objects relative to their real-world positions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "As a polished metallic surface acting like a mirror, the reflection should invert the image horizontally but maintain correct spatial relationships. The prompt implies consistent lighting and geometry, so reflections should align with expected mirror physics.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124768"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "binary",
+          "question": "When the camera returns to the initial framing in Segment 8, does the reflection in the carousel match what was seen in Segment 1?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The video ends by returning to the original composition with the black curtain visible again and consistent lighting. Since no environmental changes occur, the reflection should remain temporally consistent with the opening shot.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124778"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "multiple_choice",
+          "question": "In Segment 6, when the camera arcs back toward the left, does the reflection in the carousel update to reflect the changing angle or remain static?",
+          "options": [
+            "A. The reflection remains unchanged",
+            "B. The reflection updates to show more of the left side of the space",
+            "C. The reflection shows the blue sign even though it's exiting the frame",
+            "D. The reflection disappears entirely"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "As the camera moves left, the viewing angle changes, so the reflection in the curved metallic surface must dynamically adjust to show the new field of view. This ensures temporal consistency in how reflections evolve over time.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124785"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "If the blue directional sign appears in the reflection during Segment 5, does it disappear from the reflection when the camera moves past it in Segment 6?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The sign exits the frame in Segment 6, so it should no longer be visible in the reflection. Temporal consistency requires that reflections change in sync with the actual environment as the camera moves.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124791"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "How should the reflection of the ceiling lights behave between Segment 2 and Segment 7?",
+          "options": [
+            "A. It should become dimmer due to changing angles",
+            "B. It should remain constant because lighting is uniform",
+            "C. It should shift position based on camera movement",
+            "D. It should disappear completely"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The camera moves around the carousel, altering the angle of incidence for light reflections. As such, the position and intensity of reflected ceiling lights should shift accordingly, maintaining temporal accuracy.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124797"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Does the reflection of the black curtain reappear in the same way when the camera returns to the starting position in Segment 8?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Since the scene is described as looping back to the original framing and lighting conditions, the reflection should reappear identically to how it did in Segment 1, ensuring temporal memory consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124803"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "binary",
+          "question": "As the camera pans right from Segment 1 to Segment 4, does the reflection in the carousel show progressively more of the right-side environment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "With the camera moving right, the angle of view changes, and the curved reflective surface should capture increasingly more of the right-hand side of the room, including the blue sign eventually.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124810"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "multiple_choice",
+          "question": "When the camera reaches the far right end of the carousel in Segment 5, which part of the environment should be most visible in the reflection?",
+          "options": [
+            "A. The black curtain",
+            "B. The left side of the carousel",
+            "C. The blue directional sign and nearby wall",
+            "D. The distant glass partitions"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "At this point, the camera is facing the far right, and the blue sign is visible. Due to the curvature of the carousel, the reflection should prominently feature the sign and adjacent wall section, matching the current viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124817"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "binary",
+          "question": "When the camera arcs back toward the left in Segment 7, does the reflection show the leftward-moving environment correctly?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The arc motion means the camera captures different parts of the room. The reflection must adapt to show the evolving field of view, particularly revealing more of the central and left portions of the space.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124823"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "multiple_choice",
+          "question": "Which reflection behavior best indicates correct viewpoint consistency during the return sweep?",
+          "options": [
+            "A. The reflection stays fixed regardless of camera movement",
+            "B. The reflection shows the same objects as in the forward pan",
+            "C. The reflection updates to show objects approaching from the left",
+            "D. The reflection becomes blurry and indistinct"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "During the return sweep, the camera is moving left, so the reflection should dynamically update to include objects now entering the frame from the left side, demonstrating accurate viewpoint-based rendering.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124829"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "When the camera returns to the original position in Segment 8, does the reflection match exactly what was seen in Segment 1?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt specifies that the final shot mirrors the opening one in framing and lighting. Therefore, the reflection in the carousel must also be identical, confirming viewpoint consistency upon loop closure.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124835"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_2f210d115b5875bd6a921b30137d08f30ef7b8f844b2d82e63ed23171ce9d3bd"
+  },
+  {
+    "task_id": "mem_dl3dv_5a47c078618098f3299850ad1bbc4f361fc4e6897cc525cf9afac6dc5bc7b4a8",
+    "instance_id": "mem_dl3dv_5a47c078618098f3299850ad1bbc4f361fc4e6897cc525cf9afac6dc5bc7b4a8",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_5a47c078618098f3299850ad1bbc4f361fc4e6897cc525cf9afac6dc5bc7b4a8.mp4",
+      "total_frames": 314,
+      "fps": 15.0,
+      "duration_sec": 20.93,
+      "reference_image_path": "inference_img/mem_dl3dv_5a47c078618098f3299850ad1bbc4f361fc4e6897cc525cf9afac6dc5bc7b4a8_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of a serene park scene under bright daylight, featuring a stone picnic table surrounded by tree stump seats nestled among lush greenery. Willow trees with cascading branches frame the area, casting dappled shadows on the ground. A purple-painted path winds through the background, curving gently to the left and right, bordered by grassy banks and scattered trees. In the distance, several park benches are visible along the path, some occupied by people relaxing. The camera slowly pans clockwise around the stone picnic table, revealing more of the surrounding landscape including additional willow trees, the purple path extending into the distance, and the gentle slope of the terrain. As the pan continues, the camera tilts slightly upward to capture the canopy of leaves and the clear blue sky peeking through. The movement is smooth and deliberate, emphasizing the tranquility of the setting. Continuing from this motion, the camera completes its arc, returning to face the picnic table from a slightly different angle, now highlighting the contrast between the rustic stone furniture and the vibrant purple path nearby. Finally, the camera subtly zooms out to encompass the entire arrangement — stone table, stump seats, willow trees, distant park benches, and the winding purple path — before holding steady for the last moment, capturing the full harmony of the natural and man-made elements in this peaceful outdoor space."
+        ],
+        "level_2": [
+          "The video starts with a wide shot of a tranquil park setting under sunny skies. A stone picnic table is centered among several tree stump seats, surrounded by willow trees with long, drooping branches. To the left and right, a vivid purple-painted path curves gently through the scene, flanked by grassy areas and scattered trees. In the background, distant park benches are faintly visible along the path. The camera begins a slow clockwise pan, gradually revealing more of the environment while keeping the picnic table and stump seats as the focal point. The lighting is bright and natural, casting soft shadows across the ground.",
+          "Continuing from the initial pan, the camera moves further around the stone picnic table, now showing the backside of the setup with more willow trees and the purple path extending deeper into the park. The distant park benches become more distinct as the camera angle shifts, revealing people seated and walking along the path. The terrain slopes gently upward behind the picnic area, dotted with shrubs and young trees. Sunlight filters through the leaves, creating dynamic patterns of light and shadow. The camera maintains a smooth, continuous motion, enhancing the calm atmosphere of the scene.",
+          "Finally, the camera completes its circular sweep, returning to a frontal view of the stone picnic table and stump seats, now framed differently with the purple path visible on both sides. The willow trees sway gently in a light breeze, their branches brushing against each other. The distant park benches remain in view, reinforcing the sense of depth and scale. The camera subtly pulls back to include the full context — the table, stumps, trees, path, and benches — all harmoniously arranged under the clear blue sky. The video ends with a still, composed shot that encapsulates the peaceful beauty of the park setting."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a wide, sunlit view of a park featuring a stone picnic table surrounded by tree stump seats. Willow trees with long, hanging branches encircle the area. A purple-painted path curves to the left in the background, with distant park benches visible along its edge. Shadows from the trees dapple the ground beneath the table. The camera begins a slow clockwise pan, shifting focus slightly to reveal more of the purple path as it bends to the right. The stone picnic table remains central, but the perspective now includes more of the grassy bank and additional willow trees to the right. Distant park benches are still visible, now appearing slightly closer due to the camera’s movement.",
+          "20-40%: Continuing the pan, the camera reveals the rear side of the picnic table setup. The purple path now stretches farther into the background, winding past a gentle slope covered in grass and small shrubs. More willow trees come into view, their branches swaying lightly. The distant park benches are partially obscured by foliage but still discernible. As the pan progresses, the camera tilts slightly upward, bringing the canopy of willow leaves and the blue sky into greater prominence. The stone picnic table and stump seats are now viewed from a higher angle, emphasizing their placement within the natural setting. The purple path continues to wind through the background, and the distant park benches remain visible at the far end of the curve.",
+          "40-60%: The camera continues its clockwise motion, now capturing the right flank of the picnic area. The purple path curves sharply to the right, leading toward a cluster of trees. The stone table and stump seats are seen from a side angle, with sunlight glinting off the stone surface. The distant park benches are now more clearly visible, with one person sitting on a bench. The camera continues its arc, now showing the picnic table from a three-quarter rear view. The purple path is prominent on the right side of the frame, leading toward a small hill. Willow trees dominate the upper portion of the shot, with their branches creating a natural archway. The distant park benches are still visible, though partially hidden by intervening trees.",
+          "60-80%: The camera nears the completion of its circular pan, now facing the picnic table from a front-left angle. The purple path is visible on both sides of the frame, framing the scene symmetrically. The tree stump seats and stone table are fully illuminated by sunlight. The distant park benches appear smaller but still present, adding depth to the composition. The willow trees sway gently in a light breeze, their branches brushing against each other. The terrain slopes gently upward behind the picnic area, dotted with shrubs and young trees. Sunlight filters through the leaves, creating dynamic patterns of light and shadow. The camera maintains a smooth, continuous motion, enhancing the calm atmosphere of the scene.",
+          "80-100%: Finally, the camera holds steady on a wide, balanced shot of the entire picnic area — stone table, stump seats, willow trees, and the purple-painted path curving gracefully on either side. The distant park benches are visible in the background, completing the tranquil park scene. The lighting remains bright and natural, with shadows gently shifting as the video concludes. The camera subtly zooms out to encompass the full arrangement — stone table, stump seats, willow trees, distant park benches, and the winding purple path — before holding steady for the last moment, capturing the full harmony of the natural and man-made elements in this peaceful outdoor space."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a wide, sunlit view of a park featuring a stone picnic table surrounded by tree stump seats. Willow trees with long, hanging branches encircle the area. A purple-painted path curves to the left in the background, with distant park benches visible along its edge. Shadows from the trees dapple the ground beneath the table.",
+          "Part 2/8: The camera begins a slow clockwise pan, shifting focus slightly to reveal more of the purple path as it bends to the right. The stone picnic table remains central, but the perspective now includes more of the grassy bank and additional willow trees to the right. Distant park benches are still visible, now appearing slightly closer due to the camera’s movement.",
+          "Part 3/8: Continuing the pan, the camera reveals the rear side of the picnic table setup. The purple path now stretches farther into the background, winding past a gentle slope covered in grass and small shrubs. More willow trees come into view, their branches swaying lightly. The distant park benches are partially obscured by foliage but still discernible.",
+          "Part 4/8: The camera continues its clockwise motion, now capturing the right flank of the picnic area. The purple path curves sharply to the right, leading toward a cluster of trees. The stone table and stump seats are seen from a side angle, with sunlight glinting off the stone surface. The distant park benches are now more clearly visible, with one person sitting on a bench.",
+          "Part 5/8: As the pan progresses, the camera tilts slightly upward, bringing the canopy of willow leaves and the blue sky into greater prominence. The stone picnic table and stump seats are now viewed from a higher angle, emphasizing their placement within the natural setting. The purple path continues to wind through the background, and the distant park benches remain visible at the far end of the curve.",
+          "Part 6/8: The camera continues its arc, now showing the picnic table from a three-quarter rear view. The purple path is prominent on the right side of the frame, leading toward a small hill. Willow trees dominate the upper portion of the shot, with their branches creating a natural archway. The distant park benches are still visible, though partially hidden by intervening trees.",
+          "Part 7/8: The camera nears the completion of its circular pan, now facing the picnic table from a front-left angle. The purple path is visible on both sides of the frame, framing the scene symmetrically. The tree stump seats and stone table are fully illuminated by sunlight. The distant park benches appear smaller but still present, adding depth to the composition.",
+          "Part 8/8: Finally, the camera holds steady on a wide, balanced shot of the entire picnic area — stone table, stump seats, willow trees, and the purple-painted path curving gracefully on either side. The distant park benches are visible in the background, completing the tranquil park scene. The lighting remains bright and natural, with shadows gently shifting as the video concludes."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the stone picnic table still centered in the frame when the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "983e2f92b3810444651f4e5a5225c080fb581161facee3a212e79da3e084ba83_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the stone picnic table remain visually consistent across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:40.948808"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which object is consistently present throughout all segments and must retain its identity?",
+          "options": [
+            "A. The purple path",
+            "B. A person on the bench",
+            "C. The stone picnic table",
+            "D. A red umbrella"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:40.948842"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the stone picnic table maintain its geometric shape during the camera pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:40.948854"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What aspect of the picnic table must remain unchanged during the pan?",
+          "options": [
+            "A. Its color",
+            "B. Its shape and proportions",
+            "C. Its location in space",
+            "D. Its material texture"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:40.948861"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Is the purple path depicted with plausible curvature and continuity across all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:40.948868"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which element must appear logically placed in relation to the others from any viewpoint?",
+          "options": [
+            "A. The sky",
+            "B. The distant park benches",
+            "C. The camera's movement",
+            "D. The lighting"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:40.948874"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera complete a full circular pan and return to a view similar to the start?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:40.948881"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What kind of camera motion is required to ensure horizontal loop memory?",
+          "options": [
+            "A. Zoom only",
+            "B. Vertical tilt",
+            "C. Full 360-degree pan",
+            "D. Jump cut"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:40.948887"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are the distant park benches visible again in the final segment after being partially obscured earlier?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:40.948894"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which background element must reappear consistently when the camera returns to a similar angle?",
+          "options": [
+            "A. The sun",
+            "B. The purple path",
+            "C. The wind",
+            "D. The camera’s speed"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:40.948900"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_5a47c078618098f3299850ad1bbc4f361fc4e6897cc525cf9afac6dc5bc7b4a8"
+  },
+  {
+    "task_id": "mem_dl3dv_74bf8aa3d43161b484c5df51374713dff593fc97e801e0de253ef6319be5d75b",
+    "instance_id": "mem_dl3dv_74bf8aa3d43161b484c5df51374713dff593fc97e801e0de253ef6319be5d75b",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_74bf8aa3d43161b484c5df51374713dff593fc97e801e0de253ef6319be5d75b.mp4",
+      "total_frames": 304,
+      "fps": 15.0,
+      "duration_sec": 20.27,
+      "reference_image_path": "inference_img/mem_dl3dv_74bf8aa3d43161b484c5df51374713dff593fc97e801e0de253ef6319be5d75b_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of an outdoor park-like setting under an overcast sky, featuring two dark bronze ox sculptures resting side by side on a weathered concrete pedestal with visible rust stains along its edges. The camera slowly circles clockwise around the sculpture, revealing a red and white striped pole adorned with hanging spherical lanterns positioned to the left of the frame. Behind the sculpture runs a smooth asphalt road bordered by sparse grass and young trees with thin trunks and green foliage. As the camera continues its circular motion, it reveals more of the surrounding environment: additional trees in the background, patches of dry grass and gravel near the base, and distant structures partially obscured by vegetation. The oxen are depicted lying down, heads raised, horns curving upward, tails extending behind them — one slightly overlapping the other. The camera movement is smooth and steady, maintaining consistent distance from the sculpture while gradually shifting perspective to show all sides. Continuing from the mid-point, the camera completes its arc, returning to a frontal view that mirrors the opening shot but from a slightly altered angle, emphasizing the symmetry of the sculpture against the natural backdrop. Finally, the video ends with a gentle pull-back as the full scene — including the red and white pole, the sculpture, the road, and the encircling trees — comes into balanced composition, reinforcing the tranquil, slightly rustic ambiance of the location."
+        ],
+        "level_2": [
+          "The video starts with a medium-wide shot of two bronze ox sculptures lying side by side on a concrete pedestal with rust stains, set in a grassy, tree-lined area. To the left stands a red and white striped pole decorated with hanging lanterns. Behind the sculpture stretches an asphalt road, flanked by young trees and patches of grass. The camera begins a slow, clockwise orbit around the sculpture, capturing the texture of the bronze, the posture of the oxen (heads up, horns curved), and the surrounding natural elements under diffuse daylight.",
+          "Continuing from the first segment, the camera has moved halfway around the sculpture, now showing its right flank and rear. The red and white pole is no longer in frame, replaced by more trees and open space behind the sculpture. The asphalt road remains visible in the background, curving slightly out of view. The camera maintains steady motion, revealing details like the tail positioning and the slight overlap of the two oxen. The grassy terrain around the pedestal shows signs of wear, with exposed soil and scattered leaves. The overcast sky casts soft, even lighting across the scene.",
+          "Finally, the camera completes its circular path, returning to a frontal view similar to the start but from a subtly different angle. The red and white striped pole reappears on the left, framing the sculpture once again. The asphalt road and surrounding trees form a consistent backdrop. The camera gently pulls back, offering a wider perspective that balances all key elements: the ox sculptures, the pedestal, the pole with lanterns, the road, and the natural surroundings. The video ends with this composed, tranquil scene, emphasizing harmony between art and nature."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a static wide shot of two bronze ox sculptures lying side by side on a concrete pedestal with rust streaks. A red and white striped pole with hanging lanterns stands to the left. Behind the sculpture, an asphalt road runs horizontally, bordered by grass and scattered trees under an overcast sky. The camera begins a slow clockwise pan, moving slightly closer to the sculpture; the front-facing oxen are clearly visible — heads raised, horns curving upward, tails extended — while the red and white pole remains prominent on the left and the road and trees stay in view.",
+          "20-40%: Continuing the clockwise movement, the camera shifts to show the left side of the sculpture, with the red and white pole now partially cut off at the edge of the frame. The texture of the bronze and rust on the pedestal become more detailed. The asphalt road curves gently into the distance, flanked by leafy trees. The camera then reaches the rear-left angle of the sculpture, where the red and white pole is no longer visible; focus shifts to the backs and tails of the oxen, with the road still visible behind, and grass, gravel, and more trees filling the background for depth.",
+          "40-60%: Midway through the orbit, the camera captures the rear-right side of the sculpture, emphasizing the tails and hindquarters of the oxen; the asphalt road remains in the background but becomes less dominant as trees and shrubs fill the frame, with occasional glimpses of distant structures through foliage. The camera then moves to the right flank of the sculpture, showing the profile of the oxen from the side; the rust-stained concrete pedestal is fully visible from this angle, and the road is still present in the background, though surrounding trees and grassy areas take precedence in composition.",
+          "60-80%: Approaching the final quarter of the circle, the camera reveals the front-right angle of the sculpture; the red and white striped pole begins to reappear on the far left edge of the frame. The soft, even lighting highlights the contours of the bronze oxen and the texture of the pedestal. As the camera continues its arc, it transitions toward the frontal view, with the pole becoming increasingly visible again and the road and trees forming a consistent backdrop.",
+          "80-100%: The camera completes its circular motion, returning to a frontal view similar to the opening shot but slightly adjusted. The red and white pole with lanterns is fully back in frame on the left; the asphalt road and surrounding trees create a balanced backdrop. The video ends with a gentle zoom-out, encompassing all key elements — the ox sculptures, the pedestal, the pole with lanterns, the road, and the natural surroundings — in a serene, composed final shot that reinforces the tranquil, rustic ambiance."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a static wide shot of two bronze ox sculptures lying side by side on a concrete pedestal with rust streaks. A red and white striped pole with hanging lanterns stands to the left. Behind the sculpture, an asphalt road runs horizontally, bordered by grass and scattered trees under an overcast sky.",
+          "Part 2/8: The camera begins a slow clockwise pan, moving slightly closer to the sculpture. The front-facing oxen are clearly visible — heads raised, horns curving upward, tails extended. The red and white pole remains prominent on the left, while the asphalt road and trees in the background stay in view.",
+          "Part 3/8: Continuing the clockwise movement, the camera shifts to show the left side of the sculpture. The red and white pole is now partially cut off at the edge of the frame. The texture of the bronze and the rust on the pedestal become more detailed. The asphalt road curves gently into the distance, flanked by leafy trees.",
+          "Part 4/8: The camera reaches the rear-left angle of the sculpture. The red and white pole is no longer visible. The focus is now on the backs and tails of the oxen, with the asphalt road still visible behind. Grass and gravel surround the pedestal, and more trees fill the background, creating depth.",
+          "Part 5/8: Midway through the orbit, the camera captures the rear-right side of the sculpture. The tails and hindquarters of the oxen are emphasized. The asphalt road remains in the background, though less dominant. Trees and shrubs dominate the frame, with occasional glimpses of distant structures through the foliage.",
+          "Part 6/8: The camera moves to the right flank of the sculpture, now showing the profile of the oxen from the side. The rust-stained concrete pedestal is fully visible from this angle. The asphalt road is still present in the background, but the surrounding trees and grassy areas take precedence in the composition.",
+          "Part 7/8: Approaching the final quarter of the circle, the camera reveals the front-right angle of the sculpture. The red and white striped pole begins to reappear on the far left edge of the frame. The lighting remains soft and even, highlighting the contours of the bronze oxen and the texture of the pedestal.",
+          "Part 8/8: The camera completes its circular motion, returning to a frontal view similar to the opening shot but slightly adjusted. The red and white pole with lanterns is fully back in frame on the left. The asphalt road and surrounding trees create a balanced backdrop. The video ends with a gentle zoom-out, encompassing all mandatory landmarks in a serene, composed final shot."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the red and white striped pole with lanterns visible again after the camera completes its pan around the oxen?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "a220f2e66f53a5158a2c34d4c31dabfc5c882b32b6c7433f3c352ba7a66c1440_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Do the two bronze ox sculptures remain visible and unchanged in identity throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596484"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "What is the correct posture of the oxen throughout the video?",
+          "options": [
+            "A. Standing with heads lowered",
+            "B. Lying down with heads raised",
+            "C. Walking slowly",
+            "D. Facing away from each other"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596510"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the relative positioning of the two oxen (one slightly overlapping the other) remain consistent during the camera rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596518"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "Which feature of the oxen's geometry is emphasized in multiple segments?",
+          "options": [
+            "A. Their eyes",
+            "B. Curved horns",
+            "C. Hooves",
+            "D. Color variation"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596523"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the red and white striped pole reappear with the same appearance after being out of frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596528"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When does the red and white striped pole first disappear from view?",
+          "options": [
+            "A. Segment 1",
+            "B. Segment 3",
+            "C. Segment 4",
+            "D. Segment 5"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596532"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera complete a full horizontal loop and return to a view resembling the opening shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596537"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What happens to the camera’s position at the end of the video?",
+          "options": [
+            "A. It zooms in sharply",
+            "B. It pulls back gently",
+            "C. It tilts upward",
+            "D. It stops abruptly"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596541"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is the background consistent when the camera returns to the frontal view at the end?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596547"
+        },
+        {
+          "question": "Is the red and white striped pole with lanterns visible again after the camera completes its pan around the oxen?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "11",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Do the two bronze ox sculptures remain visible and unchanged in identity throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596484"
+        },
+        {
+          "question_id": "13",
+          "type": "multiple_choice",
+          "question": "What is the correct posture of the oxen throughout the video?",
+          "options": [
+            "A. Standing with heads lowered",
+            "B. Lying down with heads raised",
+            "C. Walking slowly",
+            "D. Facing away from each other"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596510"
+        },
+        {
+          "question_id": "14",
+          "type": "binary",
+          "question": "Does the relative positioning of the two oxen (one slightly overlapping the other) remain consistent during the camera rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596518"
+        },
+        {
+          "question_id": "15",
+          "type": "multiple_choice",
+          "question": "Which feature of the oxen's geometry is emphasized in multiple segments?",
+          "options": [
+            "A. Their eyes",
+            "B. Curved horns",
+            "C. Hooves",
+            "D. Color variation"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596523"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Does the red and white striped pole reappear with the same appearance after being out of frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596528"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "When does the red and white striped pole first disappear from view?",
+          "options": [
+            "A. Segment 1",
+            "B. Segment 3",
+            "C. Segment 4",
+            "D. Segment 5"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596532"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Does the camera complete a full horizontal loop and return to a view resembling the opening shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596537"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "What happens to the camera’s position at the end of the video?",
+          "options": [
+            "A. It zooms in sharply",
+            "B. It pulls back gently",
+            "C. It tilts upward",
+            "D. It stops abruptly"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596541"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Is the background consistent when the camera returns to the frontal view at the end?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596547"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "When the camera is at the rear-left angle of the sculpture, does the reflection in a nearby water surface (if present) show the asphalt road and trees behind the sculpture?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "From the prompt, the rear-left view includes the asphalt road and surrounding trees in the background. If a reflective surface exists, it should mirror these elements accurately.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047568"
+          }
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "If a glass panel reflects the scene during Segment 3 (left side of the sculpture), which objects should appear in the reflection?",
+          "options": [
+            "A. The red and white striped pole and the front of the oxen",
+            "B. The back of the oxen and the asphalt road",
+            "C. The right flank of the oxen and the trees behind",
+            "D. The full frontal view of the sculpture and the lanterns"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Segment 3 shows the left side of the sculpture with the red and white pole still partially visible on the left edge. A reflection from this angle would logically include the pole and the front-facing parts of the oxen, as they are in the line of sight.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047611"
+          }
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does a mirror placed in front of the sculpture during Segment 1 reflect both oxen lying side by side with their heads raised and horns curved upward?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt describes the oxen's posture clearly in Segment 1 — heads up, horns curved — so a mirror reflecting them would show this exact configuration.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047633"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "In Segment 7, when the camera approaches the front-right angle and the red and white pole begins to reappear, what should be reflected in a mirror positioned directly opposite the sculpture?",
+          "options": [
+            "A. Only the right flank of the oxen",
+            "B. The red and white pole and the front of the sculpture",
+            "C. The rear of the oxen and distant structures",
+            "D. The asphalt road and trees only"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "At this stage, the pole is re-entering the frame on the far left, and the front of the sculpture is visible. A mirror opposite would reflect both the returning pole and the frontal features of the oxen.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047642"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Would a reflective puddle beneath the pedestal show the rust stains on the concrete base and the bronze texture of the oxen?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt emphasizes visible rust stains and detailed bronze textures. A reflective surface like a puddle would mirror these physical details if present in the environment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047649"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "When the camera returns to the frontal view in Segment 8, does the reflection in a static mirror show the same composition as in Segment 1?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt states that the final shot mirrors the opening shot but from a slightly altered angle. Since the scene has not changed significantly, a static mirror would reflect consistent content across time.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047659"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "If a mirror was visible in Segment 4 and again in Segment 8, how should its reflection change over time?",
+          "options": [
+            "A. It remains unchanged because the camera path is circular",
+            "B. It changes to reflect the new camera position and environment",
+            "C. It shows only the final scene regardless of earlier views",
+            "D. It flickers between multiple versions of the scene"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "As the camera moves around the sculpture, the environment visible to the mirror changes. Therefore, the reflection must update dynamically to reflect the current surroundings.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047666"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Does the reflection in a mirror placed at the beginning of the video remain consistent with the scene when the camera returns to the same position later?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt indicates that the final shot 'mirrors' the opening one, implying environmental consistency. Thus, a mirror’s reflection should also be temporally consistent when revisiting the same viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047672"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "In a hypothetical scenario where a mirror appears in Segment 2 and then reappears in Segment 6, what should happen to the reflection?",
+          "options": [
+            "A. It shows the same view as in Segment 2",
+            "B. It updates to reflect the new camera angle and visible elements",
+            "C. It disappears entirely",
+            "D. It shows a distorted version of the initial scene"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Between Segment 2 and 6, the camera has moved from the left side to the right flank. The reflection must adapt to the new spatial relationship between the viewer, the mirror, and the environment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047679"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "If a mirror is present throughout the entire video, does it reflect the red and white striped pole during both Segment 1 and Segment 8?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The pole is visible in both the first and last segments, and since the camera returns to a similar frontal view, the mirror would reflect the same object at both times.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047686"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "binary",
+          "question": "As the camera orbits clockwise, does the reflection in a spherical mirror (like a decorative ball) correctly update to show different angles of the sculpture?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "A spherical mirror reflects changing perspectives based on the viewer's position. As the camera moves around the sculpture, the reflection must dynamically shift to match the current viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047693"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "multiple_choice",
+          "question": "When the camera reaches the rear-left angle in Segment 4, what should a flat mirror placed at ground level reflect?",
+          "options": [
+            "A. The front of the oxen and the red and white pole",
+            "B. The backs of the oxen and the asphalt road",
+            "C. The right flank and surrounding trees",
+            "D. The sky and clouds only"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "At this angle, the backs of the oxen and the asphalt road are visible. A mirror at ground level would reflect these elements, aligning with the actual camera view.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047699"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "Does a mirror placed on the right side of the sculpture reflect the left flank of the oxen when viewed from the right flank perspective?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "From the right flank view, the left side of the sculpture is facing away from the camera. A mirror on the right would capture the left flank, providing a correct reflection based on geometry.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047705"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "If a mirror is positioned such that it reflects the sculpture from a 90-degree angle relative to the camera, what will the reflection show when the camera is at the front-right angle?",
+          "options": [
+            "A. The front-left side of the sculpture",
+            "B. The rear-right side of the sculpture",
+            "C. The back of the sculpture",
+            "D. The top of the sculpture"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "A 90-degree offset mirror would reflect the opposite side of the sculpture. From the front-right, the mirror would show the front-left, maintaining proper spatial logic.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047717"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "When the camera completes its orbit and returns to the original frontal position, does the reflection in a fixed mirror show the same orientation as in the first segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Since the camera returns to a nearly identical position and the environment hasn't changed, the reflection in a stationary mirror should be consistent with the initial view.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047724"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_74bf8aa3d43161b484c5df51374713dff593fc97e801e0de253ef6319be5d75b"
+  },
+  {
+    "task_id": "mem_dl3dv_8093e8ff907550e4a3a9843e6c32ddfd147a58c2ae0213649e54356906c7709c",
+    "instance_id": "mem_dl3dv_8093e8ff907550e4a3a9843e6c32ddfd147a58c2ae0213649e54356906c7709c",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_8093e8ff907550e4a3a9843e6c32ddfd147a58c2ae0213649e54356906c7709c.mp4",
+      "total_frames": 328,
+      "fps": 15.0,
+      "duration_sec": 21.87,
+      "reference_image_path": "inference_img/mem_dl3dv_8093e8ff907550e4a3a9843e6c32ddfd147a58c2ae0213649e54356906c7709c_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a sweeping panoramic view of a spacious, brightly lit modern furniture showroom. The camera glides smoothly from left to right, revealing a white shiplap wall adorned with a large round mirror that reflects the ceiling lights and nearby plants, creating soft, shimmering reflections. Below the mirror sits a wooden console table holding a tall vase with dried branches. As the camera moves forward, it passes a woven armchair draped with a mustard-yellow throw blanket, then pans slightly right to reveal a large potted plant with broad green leaves standing beside a low-profile sofa. Continuing from this point, the camera tracks past a promotional sign reading '20+ fresh tonal shades' mounted on a freestanding white display panel. Beyond the sign, the space opens into a wide aisle flanked by curated furniture vignettes including sofas, side tables, and lamps under recessed spotlights. The camera then turns left, revealing a tall rectangular mirror mounted on a white pillar, reflecting an aisle lined with metal shelving units displaying folded textiles and decorative pillows. The reflection also captures the overhead lighting and distant displays. Moving further, the camera circles back toward the entrance area, passing again by the round mirror on the white wall — now seen from a different angle — which once more shows reflections of ceiling lights and surrounding furniture. Finally, the camera sweeps across the entire showroom floor one last time, capturing the warm wood flooring, high ceilings with exposed beams, and strategically placed indoor trees and mirrors that amplify spatial depth. The sequence ends with a slow pull-back shot that encompasses the full breadth of the showroom, emphasizing its open-plan layout, natural materials, and harmonious color palette."
+        ],
+        "level_2": [
+          "The video starts with a smooth tracking shot moving from left to right through a modern, well-lit furniture showroom. A white shiplap wall features a large round mirror reflecting ceiling lights and nearby plants, creating soft glints. Beneath it stands a wooden console table with a vase holding dried branches. The camera continues forward, passing a woven armchair with a mustard-yellow throw, then reveals a large potted plant with broad green leaves next to a low-profile sofa. The scene is bathed in warm ambient light from recessed ceiling fixtures.",
+          "Continuing from the previous segment, the camera glides past a freestanding white display panel featuring a bold sign reading '20+ fresh tonal shades'. It then enters a wider aisle showcasing multiple furniture arrangements: sofas, side tables, and lamps under spotlights. The camera pans slightly to reveal a tall rectangular mirror mounted on a white pillar, reflecting an adjacent aisle lined with metal shelving units filled with folded textiles and decorative pillows. Reflections of ceiling lights and distant displays are visible in the mirror’s surface, enhancing the sense of depth and openness.",
+          "Finally, the camera turns left and circles back toward the entrance area, offering a new perspective on the round mirror on the white wall — now showing reflections of ceiling lights and surrounding furniture from a different angle. The camera sweeps across the showroom floor, highlighting the warm wood flooring, high ceilings with exposed beams, and strategically placed indoor trees and mirrors. The sequence concludes with a slow pull-back shot encompassing the entire showroom, emphasizing its open-plan layout, natural materials, and harmonious color palette."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a smooth tracking shot moving left to right along a white shiplap wall. A large round mirror mounted on the wall reflects ceiling lights and nearby plants, creating soft shimmering reflections. Below the mirror sits a wooden console table with a tall vase containing dried branches. The camera begins to move forward slowly, revealing polished wood flooring and ambient lighting from recessed ceiling fixtures.",
+          "20-40%: Continuing forward, the camera passes a woven armchair draped with a mustard-yellow throw blanket. To the right, a large potted plant with broad green leaves stands beside a low-profile dark gray sofa. The camera pans slightly right, revealing more of the open-plan showroom layout with multiple furniture vignettes arranged under warm overhead lighting. The camera then glides past a freestanding white display panel featuring a prominent sign reading '20+ fresh tonal shades', with a partial view of a seating area behind it.",
+          "40-60%: The camera moves deeper into the showroom, revealing an expansive aisle flanked by sofas, side tables, and decorative lamps, all illuminated by recessed spotlights. The camera pans slightly left, bringing into frame a tall rectangular mirror mounted on a white pillar. The mirror reflects an adjacent aisle lined with metal shelving units displaying folded textiles and decorative pillows. The reflection captures ceiling lights, distant furniture displays, and the organized shelving, enhancing spatial depth.",
+          "60-80%: Focusing briefly on the tall rectangular mirror to emphasize its layered reflections, the camera then turns left and glides backward slightly, offering a new perspective on the round mirror previously seen at the start. Now viewed from a different angle, the mirror again reflects ceiling lights and surrounding furniture, reinforcing the showroom’s symmetrical design. The wooden console table with the vase remains visible beneath the mirror. The camera sweeps horizontally across the showroom floor, capturing the warm wood flooring, high ceilings with exposed beams, and strategically placed indoor trees and mirrors that amplify openness.",
+          "80-100%: Finally, the camera pulls back slowly, encompassing the entire showroom in a wide-angle shot. The full expanse of the space is revealed—from the entrance area with the round mirror and console table to the farthest furniture vignettes. The warm lighting, natural materials, and balanced color palette culminate in a cohesive, inviting retail environment designed for immersive browsing."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a smooth tracking shot moving left to right along a white shiplap wall. A large round mirror mounted on the wall reflects ceiling lights and nearby plants, creating soft shimmering reflections. Below the mirror sits a wooden console table with a tall vase containing dried branches. The camera begins to move forward slowly, revealing polished wood flooring and ambient lighting from recessed ceiling fixtures.",
+          "Part 2/8: Continuing forward, the camera passes a woven armchair draped with a mustard-yellow throw blanket. To the right, a large potted plant with broad green leaves stands beside a low-profile dark gray sofa. The camera pans slightly right, revealing more of the open-plan showroom layout with multiple furniture vignettes arranged under warm overhead lighting.",
+          "Part 3/8: The camera glides past a freestanding white display panel featuring a prominent sign reading '20+ fresh tonal shades'. Behind the sign, a partial view of a seating area with neutral-toned upholstery and accent pillows is visible. The camera maintains steady forward motion, transitioning into a wider aisle lined with curated furniture displays.",
+          "Part 4/8: The camera moves deeper into the showroom, revealing an expansive aisle flanked by sofas, side tables, and decorative lamps. Recessed spotlights illuminate each vignette. The camera pans slightly left, bringing into frame a tall rectangular mirror mounted on a white pillar. The mirror reflects an adjacent aisle lined with metal shelving units displaying folded textiles and decorative pillows.",
+          "Part 5/8: Focusing on the tall rectangular mirror, the camera holds briefly to emphasize the reflections of ceiling lights, distant furniture displays, and the organized shelving behind. The reflection creates a layered visual effect, adding depth to the scene. The camera then begins to turn left, preparing to circle back toward the entrance area.",
+          "Part 6/8: The camera turns left and glides backward slightly, offering a new perspective on the round mirror previously seen at the start. Now viewed from a different angle, the mirror again reflects ceiling lights and surrounding furniture, reinforcing the showroom’s symmetrical design. The wooden console table with the vase remains visible beneath the mirror.",
+          "Part 7/8: The camera sweeps horizontally across the showroom floor, capturing the warm wood flooring, high ceilings with exposed beams, and strategically placed indoor trees. Mirrors throughout the space reflect light and furniture, enhancing the sense of openness. The camera movement is slow and deliberate, allowing viewers to absorb the curated aesthetic and spatial harmony.",
+          "Part 8/8: Finally, the camera pulls back slowly, encompassing the entire showroom in a wide-angle shot. The full expanse of the space is revealed — from the entrance area with the round mirror and console table to the farthest furniture vignettes. The warm lighting, natural materials, and balanced color palette culminate in a cohesive, inviting retail environment designed for immersive browsing."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the round mirror still visible on the left wall after the camera moves past the wooden console table?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "e1331217c50e55a564401104d1469b0f08d3b63c9f7a8081d66fab81495e26da_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the round mirror retain its identity when viewed from a different angle in Segment 6?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620023"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which object remains visible beneath the round mirror throughout multiple segments?",
+          "options": [
+            "A. A glass vase with flowers",
+            "B. A wooden console table with a vase of dried branches",
+            "C. A small side table",
+            "D. A potted plant"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620059"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the reflection in the tall rectangular mirror change based on the camera’s position?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Reflection Viewpoint Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620072"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What is reflected in the tall rectangular mirror during Segment 4?",
+          "options": [
+            "A. A seating area with sofas",
+            "B. An aisle with metal shelving units and folded textiles",
+            "C. The entrance area",
+            "D. A large potted plant"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Reflection Viewpoint Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620078"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera retrace part of its original path when moving back toward the entrance?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620085"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which feature is revisited after the camera turns left in Segment 6?",
+          "options": [
+            "A. The promotional sign",
+            "B. The round mirror and console table",
+            "C. The metal shelving units",
+            "D. The low-profile sofa"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620092"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Do the reflections in the round mirror show ceiling lights and nearby plants in both Segment 1 and Segment 6?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620098"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What does the round mirror reflect in Segment 1?",
+          "options": [
+            "A. Only the ceiling lights",
+            "B. Ceiling lights and nearby plants",
+            "C. The wooden console table",
+            "D. The promotional sign"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620104"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is the entrance area shown again after the camera turns left in Segment 6?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620113"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which background element is visible again when the camera returns to the entrance area?",
+          "options": [
+            "A. The promotional sign",
+            "B. The round mirror and console table",
+            "C. The metal shelving units",
+            "D. The low-profile sofa"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620119"
+        },
+        {
+          "question": "Is the round mirror still visible on the left wall after the camera moves past the wooden console table?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "12",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the round mirror retain its identity when viewed from a different angle in Segment 6?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620023"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Which object remains visible beneath the round mirror throughout multiple segments?",
+          "options": [
+            "A. A glass vase with flowers",
+            "B. A wooden console table with a vase of dried branches",
+            "C. A small side table",
+            "D. A potted plant"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620059"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the reflection in the tall rectangular mirror change based on the camera’s position?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Reflection Viewpoint Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620072"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "What is reflected in the tall rectangular mirror during Segment 4?",
+          "options": [
+            "A. A seating area with sofas",
+            "B. An aisle with metal shelving units and folded textiles",
+            "C. The entrance area",
+            "D. A large potted plant"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Reflection Viewpoint Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620078"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Does the camera retrace part of its original path when moving back toward the entrance?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620085"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "Which feature is revisited after the camera turns left in Segment 6?",
+          "options": [
+            "A. The promotional sign",
+            "B. The round mirror and console table",
+            "C. The metal shelving units",
+            "D. The low-profile sofa"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620092"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Do the reflections in the round mirror show ceiling lights and nearby plants in both Segment 1 and Segment 6?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620098"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "What does the round mirror reflect in Segment 1?",
+          "options": [
+            "A. Only the ceiling lights",
+            "B. Ceiling lights and nearby plants",
+            "C. The wooden console table",
+            "D. The promotional sign"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620104"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Is the entrance area shown again after the camera turns left in Segment 6?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620113"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which background element is visible again when the camera returns to the entrance area?",
+          "options": [
+            "A. The promotional sign",
+            "B. The round mirror and console table",
+            "C. The metal shelving units",
+            "D. The low-profile sofa"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620119"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the round mirror on the white shiplap wall reflect ceiling lights and nearby plants as described in the prompt?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt explicitly states that the round mirror reflects ceiling lights and nearby plants, creating soft shimmering reflections. This confirms content consistency for this mirror.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994041"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "What should be visible in the reflection of the tall rectangular mirror mounted on the white pillar?",
+          "options": [
+            "A. A potted plant and a woven armchair",
+            "B. An aisle with metal shelving units displaying folded textiles and decorative pillows",
+            "C. The entrance area with the console table",
+            "D. A promotional sign reading '20+ fresh tonal shades'"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt clearly describes the tall rectangular mirror reflecting an adjacent aisle lined with metal shelving units filled with folded textiles and decorative pillows. This ensures the reflected content matches the actual environment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994078"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Is the reflection in the round mirror consistent with the surrounding furniture, including the wooden console table and vase beneath it?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt mentions that the round mirror reflects ceiling lights and nearby plants, and the console table with the vase is directly below it. The reflection should logically include elements of the immediate surroundings, confirming content accuracy.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994089"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "Which of the following objects are correctly reflected in the round mirror when viewed from the initial angle?",
+          "options": [
+            "A. The mustard-yellow throw blanket and low-profile sofa",
+            "B. Ceiling lights and nearby plants",
+            "C. The freestanding display panel and promotional sign",
+            "D. The metal shelving units and decorative pillows"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "According to the prompt, the round mirror reflects ceiling lights and nearby plants. The other options are located farther away or not within the mirror’s field of view at that moment, so only B is correct.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994097"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "Does the tall rectangular mirror reflect the overhead lighting and distant displays as stated in the prompt?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt specifies that the rectangular mirror reflects not only the shelving aisle but also the overhead lighting and distant displays, which aligns with realistic reflection behavior and verifies content consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994104"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "When the camera returns to the round mirror later in the video, does it still reflect ceiling lights and surrounding furniture as seen earlier?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt states that upon returning to the round mirror from a different angle, it again shows reflections of ceiling lights and surrounding furniture. This indicates temporal consistency in the reflection content over time.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994114"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "How does the reflection in the round mirror change when the camera returns to it from a different angle?",
+          "options": [
+            "A. It shows the same scene as before, with no changes",
+            "B. It now includes the promotional sign and display panel",
+            "C. It reflects the same objects (ceiling lights, plants) but from a new perspective",
+            "D. It becomes blurry or distorted due to camera movement"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt notes that the mirror is seen from a different angle but still reflects ceiling lights and surrounding furniture. This implies the reflection updates appropriately based on viewpoint, maintaining temporal consistency without altering core content.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994128"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Does the reflection in the tall rectangular mirror remain consistent with its initial description when shown again during the sequence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Although the rectangular mirror is only shown once in detail, the prompt consistently describes its reflection as showing the shelving aisle, textiles, and lighting. Since there is no indication of environmental change, the reflection remains temporally consistent.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994135"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "If the camera revisits the round mirror after passing through the central aisle, what should the reflection show?",
+          "options": [
+            "A. Only the ceiling lights, since the plants are no longer visible",
+            "B. The same ceiling lights and plants as before, adjusted for the new angle",
+            "C. The promotional sign and display panel",
+            "D. A blank or dark surface due to lighting changes"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt confirms the mirror is seen again from a different angle but still reflects ceiling lights and surrounding furniture. This means the reflection adapts to the new viewing position while preserving content, ensuring temporal memory consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994142"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Is the reflection in the round mirror updated when the camera returns to it, even though the environment has not changed?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt states the mirror is viewed from a different angle upon return, and the reflection still shows relevant objects. This implies the reflection dynamically adjusts to the camera's new position, demonstrating proper temporal updating.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994148"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "As the camera moves forward past the round mirror, does the reflection update to reflect the changing camera angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt describes the camera moving from left to right and then forward, implying a shift in perspective. When the mirror is revisited later, it shows reflections from a new angle, confirming viewpoint-based updates in the reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994155"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "When the camera circles back toward the entrance and views the round mirror from a different angle, what should the reflection depict?",
+          "options": [
+            "A. The same exact view as the first time",
+            "B. A completely different scene unrelated to the showroom",
+            "C. The same objects (lights, plants) but with altered positions due to the new angle",
+            "D. The interior of the camera or lens"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Reflections depend on camera viewpoint. The prompt confirms the mirror shows reflections of ceiling lights and surrounding furniture from a new angle, indicating correct viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994162"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "Does the reflection in the tall rectangular mirror accurately represent the scene visible from the camera’s current position?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt describes the mirror reflecting an adjacent aisle with metal shelving, which is spatially consistent with the camera’s location. This confirms the reflection matches the expected view from that viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994168"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "What happens to the reflection in the round mirror as the camera moves from left to right across the showroom?",
+          "options": [
+            "A. It stays static and unchanged",
+            "B. It shifts to show more of the right side of the room",
+            "C. It shows the opposite wall and exits",
+            "D. It disappears entirely"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera moves, the mirror’s reflection should dynamically adjust to show different parts of the environment. The prompt implies this by describing reflections of nearby plants and lights that change with camera motion, supporting viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994174"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "When the camera turns left and glides backward toward the entrance, does the reflection in the round mirror change to match the new camera angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt explicitly states the mirror is viewed from a different angle upon return, and the reflection still shows ceiling lights and furniture — indicating the reflection updates correctly with the camera’s new position.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994180"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_8093e8ff907550e4a3a9843e6c32ddfd147a58c2ae0213649e54356906c7709c"
+  },
+  {
+    "task_id": "mem_dl3dv_03cb625088d5ec191ce8667f4f6f34a17900080b36ee4b89c16833e13852f206",
+    "instance_id": "mem_dl3dv_03cb625088d5ec191ce8667f4f6f34a17900080b36ee4b89c16833e13852f206",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_03cb625088d5ec191ce8667f4f6f34a17900080b36ee4b89c16833e13852f206.mp4",
+      "total_frames": 407,
+      "fps": 15.0,
+      "duration_sec": 27.13,
+      "reference_image_path": "inference_img/mem_dl3dv_03cb625088d5ec191ce8667f4f6f34a17900080b36ee4b89c16833e13852f206_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a low-angle shot of a black office chair with a patterned blanket draped over its back, spinning slowly in the center of a cozy living room. The carpeted floor is light beige and covers the entire space. In the background, two yellow sofas face each other, one adorned with a matching patterned pillow. A red office chair sits to the left near a large TV on a stand displaying a vibrant cityscape. As the camera rotates around the central chair, wall art — framed pictures arranged in a grid — becomes visible along the white walls. An exercise ball rests near one sofa. The camera tilts down to focus on the chair’s base with wheels, then rises again as the blanket billows slightly from the spin. Continuing from this motion, the camera circles upward to reveal the blanket’s full drape and texture — cream-colored with geometric patterns — before dipping again to show the chair’s hydraulic lift mechanism and casters rolling subtly on the carpet. Finally, the camera pans up one last time to capture the full living room: the TVs, sofas, red chair, wall art, and exercise ball all in view, while the central chair completes its rotation, ending in a similar position to where it began, maintaining visual continuity throughout."
+        ],
+        "level_2": [
+          "The video begins with a slow 360-degree rotation around a black office chair positioned centrally on a beige carpeted floor. Draped over the chair is a patterned blanket with circular motifs in muted tones. To the left, a red office chair sits beside a large TV on a stand displaying a bustling cityscape. Two yellow sofas flank the scene, one featuring a matching patterned pillow. Wall art decorates the white walls in an organized grid. The camera tilts downward to highlight the chair’s base with five wheeled casters gliding gently across the carpet.",
+          "Continuing from the previous segment, the camera lifts upward as the chair spins, revealing more of the blanket’s texture and how it folds over the chair’s backrest. The TV continues to display the cityscape, now partially obscured by the rotating chair. The yellow sofas remain visible in the background, along with the red office chair and wall art. An exercise ball appears briefly near the right sofa as the camera circles. The perspective shifts lower again, focusing on the chair’s hydraulic stem and wheelbase, emphasizing its mobility on the plush carpet.",
+          "Finally, the camera rises once more to capture the full living room environment as the chair completes its rotation. The patterned blanket flows with the motion, catching ambient light. The TV on its stand remains prominent, still showing the cityscape. The two yellow sofas, red office chair, wall art, and exercise ball are all visible in their respective positions, creating a balanced composition. The camera ends with a wide-angle view that mirrors the opening shot, ensuring seamless continuity and closure to the full sequence."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle shot centered on a black office chair with a patterned blanket draped over its back, positioned on a beige carpeted floor. In the background, a red office chair and a large TV displaying a cityscape are visible to the left, while a yellow sofa with a matching patterned pillow occupies the right side of the frame. The camera begins a slow clockwise rotation around the chair, revealing the second yellow sofa opposite the first and wall art—framed pictures arranged neatly—on the back wall. The blanket’s geometric pattern is visible under soft indoor lighting.",
+          "20-40%: Continuing the rotation, the camera reveals more of the room’s layout: the TV on its stand remains in view showing the cityscape, and the red office chair is now fully visible beside it. The beige carpet extends uniformly beneath all furniture. The camera tilts down sharply to focus on the chair’s base—the black hydraulic stem and star-shaped base with five wheeled casters rolling slightly on the carpet. The underside of the seat and adjustment lever are momentarily visible, with the yellow sofas and red chair softly blurred in the background due to shallow depth of field.",
+          "40-60%: The camera rises again, capturing the blanket billowing gently as the chair spins; its cream-colored fabric with muted circular patterns catches the light. The TV screen remains active, showing the cityscape, now partially hidden behind the rotating chair. Wall art and both yellow sofas frame the scene symmetrically. As the camera circles further, the exercise ball comes into view near the right yellow sofa, and the blanket’s drape shifts dynamically with the chair’s motion. The camera angle lowers again, refocusing on the chair’s wheelbase and the texture of the carpet beneath.",
+          "60-80%: The camera ascends for a wider perspective, capturing the entire living room: the two yellow sofas facing each other, the red office chair, the TV on its stand with the cityscape, and the wall art. The blanket continues to flow with the chair’s rotation. Ambient lighting highlights the room’s warm, lived-in atmosphere. The camera maintains its orbit, emphasizing the spatial relationships among all key elements—the carpeted floor, the central chair with its patterned blanket, the exercise ball, and the consistent backdrop of furniture and decor.",
+          "80-100%: Finally, the camera completes its orbit, returning to a composition similar to the opening shot. The black office chair, still spinning slowly, centers the frame with the patterned blanket draped over it. All mandatory landmarks—red office chair, TV displaying cityscape, carpeted floor, blanket draped over chair, yellow sofas, chair base with wheels, wall art, exercise ball, TV on stand—are clearly visible in their original spatial relationships, ensuring perfect continuity and closure."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle shot centered on a black office chair with a patterned blanket draped over its back. The chair sits on a beige carpeted floor. In the background, a red office chair and a large TV displaying a cityscape are visible to the left. A yellow sofa with a matching patterned pillow occupies the right side of the frame.",
+          "Part 2/8: The camera begins a slow clockwise rotation around the chair. As it moves, the second yellow sofa comes into view opposite the first. Wall art — framed pictures arranged neatly — appears on the back wall. The blanket drapes loosely over the chair’s backrest, its geometric pattern visible under soft indoor lighting.",
+          "Part 3/8: Continuing the rotation, the camera reveals more of the room’s layout: the TV on its stand remains in view, displaying the cityscape. The red office chair is now fully visible beside the TV. The beige carpet extends uniformly beneath all furniture. The chair’s base with five wheeled casters is briefly glimpsed as the camera dips slightly.",
+          "Part 4/8: The camera tilts down sharply to focus on the chair’s base — the black hydraulic stem and star-shaped base with wheels rolling slightly on the carpet. The underside of the seat and adjustment lever are momentarily visible. The yellow sofas and red chair blur softly in the background due to shallow depth of field.",
+          "Part 5/8: Rising again, the camera captures the blanket billowing gently as the chair spins. Its cream-colored fabric with muted circular patterns catches the light. The TV screen remains active, showing the cityscape, now partially hidden behind the rotating chair. Wall art and both yellow sofas frame the scene symmetrically.",
+          "Part 6/8: The camera circles further, bringing the exercise ball into view near the right yellow sofa. The red office chair remains stationary beside the TV. The blanket’s drape shifts dynamically with the chair’s motion. The camera angle lowers again, refocusing on the chair’s wheelbase and the texture of the carpet beneath.",
+          "Part 7/8: The camera ascends for a wider perspective, capturing the entire living room: the two yellow sofas facing each other, the red office chair, the TV on its stand with the cityscape, and the wall art. The blanket continues to flow with the chair’s rotation. Ambient lighting highlights the room’s warm, lived-in atmosphere.",
+          "Part 8/8: Finally, the camera completes its orbit, returning to a composition similar to the opening shot. The black office chair, still spinning slowly, centers the frame with the patterned blanket draped over it. All mandatory landmarks — red office chair, TV displaying cityscape, carpeted floor, blanket draped over chair, yellow sofas, chair base with wheels, wall art, exercise ball, TV on stand — are clearly visible in their original spatial relationships, ensuring perfect continuity and closure."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Does the TV showing a cityscape remain consistently on the left side of the frame throughout the rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "a8f5ff75fd691bf3ece7f699d15b6d2721291361a531128fc8b769d1d4338eb2_0_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "When the camera tilts down, is the five-pointed base with wheels clearly visible on the carpet?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "a8f5ff75fd691bf3ece7f699d15b6d2721291361a531128fc8b769d1d4338eb2_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "After tilting back up, does the patterned blanket reappear draped over the chair’s backrest?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "a8f5ff75fd691bf3ece7f699d15b6d2721291361a531128fc8b769d1d4338eb2_1_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "As the camera moves forward, does the exercise ball become visible next to the yellow armchair?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "a8f5ff75fd691bf3ece7f699d15b6d2721291361a531128fc8b769d1d4338eb2_2_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Are framed pictures on the wall visible during the circular movement around the chair?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "a8f5ff75fd691bf3ece7f699d15b6d2721291361a531128fc8b769d1d4338eb2_2_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the black office chair maintain the same identity throughout all camera movements?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613745"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which object remains consistently present and identifiable in every segment?",
+          "options": [
+            "A. Red office chair",
+            "B. Exercise ball",
+            "C. Black office chair with blanket",
+            "D. TV stand"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613781"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is the blanket's texture described consistently across different camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613794"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "When the TV is partially hidden behind the spinning chair, what should happen when it becomes visible again?",
+          "options": [
+            "A. It should display a different scene",
+            "B. It should continue showing the cityscape",
+            "C. It should turn off",
+            "D. It should reflect the room"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613802"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the final frame mirror the initial framing of the chair and room?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613810"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "What happens to the camera after focusing on the chair's base?",
+          "options": [
+            "A. It zooms out",
+            "B. It rises to capture the blanket",
+            "C. It pans left",
+            "D. It stops moving"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613829"
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Do the yellow sofas maintain their position and appearance when the camera returns to previous angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613837"
+        },
+        {
+          "question_id": "13",
+          "type": "multiple_choice",
+          "question": "When the exercise ball comes into view for the first time, where is it located?",
+          "options": [
+            "A. Near the left sofa",
+            "B. Near the right sofa",
+            "C. Under the TV",
+            "D. Behind the chair"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613843"
+        },
+        {
+          "question": "Does the TV showing a cityscape remain consistently on the left side of the frame throughout the rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "14",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "When the camera tilts down, is the five-pointed base with wheels clearly visible on the carpet?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "15",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "After tilting back up, does the patterned blanket reappear draped over the chair’s backrest?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "16",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "As the camera moves forward, does the exercise ball become visible next to the yellow armchair?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "17",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Are framed pictures on the wall visible during the circular movement around the chair?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "18",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the black office chair maintain the same identity throughout all camera movements?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613745"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "Which object remains consistently present and identifiable in every segment?",
+          "options": [
+            "A. Red office chair",
+            "B. Exercise ball",
+            "C. Black office chair with blanket",
+            "D. TV stand"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613781"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Is the blanket's texture described consistently across different camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613794"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "When the TV is partially hidden behind the spinning chair, what should happen when it becomes visible again?",
+          "options": [
+            "A. It should display a different scene",
+            "B. It should continue showing the cityscape",
+            "C. It should turn off",
+            "D. It should reflect the room"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613802"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the final frame mirror the initial framing of the chair and room?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613810"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "What happens to the camera after focusing on the chair's base?",
+          "options": [
+            "A. It zooms out",
+            "B. It rises to capture the blanket",
+            "C. It pans left",
+            "D. It stops moving"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613829"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Do the yellow sofas maintain their position and appearance when the camera returns to previous angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613837"
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "When the exercise ball comes into view for the first time, where is it located?",
+          "options": [
+            "A. Near the left sofa",
+            "B. Near the right sofa",
+            "C. Under the TV",
+            "D. Behind the chair"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613843"
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "Does the reflection in the mirror show the red office chair and the TV displaying a cityscape when the camera is positioned to view both objects in the real environment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt does not mention any mirror or reflective surface, so there is no reflection content described. Therefore, it cannot be expected to show the red office chair or TV in a reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690020"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "multiple_choice",
+          "question": "If a mirror were present reflecting the central black office chair spinning, which of the following would correctly appear in the reflection?",
+          "options": [
+            "A. The blanket draped over the chair’s back appears reversed in the reflection",
+            "B. The yellow sofas are reflected as if they are on the same side of the room",
+            "C. The TV screen shows a mirrored version of the cityscape",
+            "D. The exercise ball appears larger in the reflection"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "In a mirror reflection, objects are laterally inverted. Thus, the patterned blanket draped over the chair's back would appear reversed in the reflection, consistent with how mirrors reflect images. Since no mirror is mentioned, this question evaluates hypothetical consistency based on physical principles.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690059"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "binary",
+          "question": "Would the reflection of the wall art in a mirror show the same grid arrangement as seen directly from the camera’s perspective?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "If a mirror were present, the wall art arranged in a grid would be reflected accurately in terms of layout, though flipped left-to-right. The prompt describes the grid clearly, so the reflection should preserve spatial relationships, even if mirrored.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690070"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "multiple_choice",
+          "question": "Which object should NOT be visible in a mirror placed near the TV if the camera is facing the TV and the red office chair?",
+          "options": [
+            "A. The exercise ball near the right sofa",
+            "B. The yellow sofa opposite the TV",
+            "C. The hydraulic stem of the central chair",
+            "D. The cityscape displayed on the TV screen"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The hydraulic stem is only visible when the camera tilts down close to the chair base. If the mirror is positioned to reflect the TV and red chair area, it would not capture the low-angle detail of the hydraulic stem unless specifically angled downward, making it unlikely to appear in such a reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690078"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "binary",
+          "question": "Would the reflection of the patterned blanket show the same geometric patterns as the actual blanket, but mirrored?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Mirrors reverse left and right, so while the pattern remains intact, its orientation would be mirrored. Since the blanket has geometric designs, the reflection should display them correctly but inverted horizontally.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690085"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "If a mirror were shown at the beginning of the video and again at the end, would the reflection of the spinning chair and blanket appear consistent across both instances?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Since the chair completes a full rotation and returns to a similar position, the reflection should remain temporally consistent if the mirror is in the same location and angle. The prompt maintains continuity, so reflections should match at start and end.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690095"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "multiple_choice",
+          "question": "Suppose a mirror reflects the central chair during Segment 1 and again in Segment 8. Which statement best describes the reflection’s temporal consistency?",
+          "options": [
+            "A. The reflection shows the chair stationary in both segments",
+            "B. The reflection shows the chair spinning in both segments",
+            "C. The reflection changes from spinning to still between segments",
+            "D. The reflection is not visible in either segment"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The chair is described as spinning slowly throughout the entire sequence, including both the beginning and end. Therefore, a mirror reflecting the chair in both Segment 1 and Segment 8 should consistently show it in motion.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690102"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "binary",
+          "question": "Would the reflection of the TV screen showing the cityscape remain unchanged from Segment 2 to Segment 5 if the mirror were fixed in place?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The TV continues to display the cityscape throughout all segments without change. Thus, a static mirror reflecting the TV would show the same content over time, assuming no camera or mirror movement alters the reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690108"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "multiple_choice",
+          "question": "If a mirror reflects the exercise ball during Segment 6 and then again in Segment 7, what should be true about the reflection?",
+          "options": [
+            "A. The ball appears smaller due to distance",
+            "B. The ball disappears from the reflection",
+            "C. The ball remains visible but slightly shifted in position",
+            "D. The ball is reflected as moving rapidly"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The exercise ball is visible in Segment 6 and remains in the scene through Segment 7. If the mirror is fixed, the reflection should show the ball in a slightly shifted position due to camera movement, but still present and stable.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690114"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "binary",
+          "question": "If a mirror were introduced in Segment 3 and reappears in Segment 7, would the reflection of the wall art maintain the same grid layout?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The wall art is static and does not move. A mirror reflecting it at different times should show the same grid arrangement, assuming no changes to the room or mirror position.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690130"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "As the camera moves around the central chair, would the reflection in a mirror show the correct changing perspective of the room?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "A mirror reflects the scene based on camera viewpoint. As the camera rotates, the reflection should dynamically update to show the appropriate portion of the room, matching the current field of view.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690138"
+          }
+        },
+        {
+          "question_id": "38",
+          "type": "multiple_choice",
+          "question": "When the camera dips down to focus on the chair’s wheelbase (Segment 4), what should be visible in a mirror placed above the chair?",
+          "options": [
+            "A. The ceiling and top of the chair",
+            "B. The carpet and casters",
+            "C. The TV and red chair",
+            "D. The exercise ball and yellow sofa"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "If the mirror is above the chair, it would reflect the ceiling and upper parts of the chair, not the lower components like wheels or carpet. The camera’s downward tilt does not affect what a high-mounted mirror sees.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690145"
+          }
+        },
+        {
+          "question_id": "39",
+          "type": "binary",
+          "question": "Would the reflection of the yellow sofas in a mirror appear symmetrical when the camera is centered on the spinning chair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "With the chair centrally located and sofas flanking it symmetrically, a mirror placed directly opposite would reflect the sofas in a balanced, symmetrical way, preserving the intended composition.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690151"
+          }
+        },
+        {
+          "question_id": "40",
+          "type": "multiple_choice",
+          "question": "If the camera pans up from the chair base to the full living room, how should the reflection in a mirror on the wall change?",
+          "options": [
+            "A. It stays the same because the mirror is fixed",
+            "B. It shows more of the ceiling and less of the floor",
+            "C. It shows the chair’s base more prominently",
+            "D. It reflects the camera lens"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera tilts upward, the angle of view changes. A mirror on the wall would reflect the changing perspective — showing more of the upper part of the room, such as the ceiling and wall art, and less of the lower elements like the carpet.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690157"
+          }
+        },
+        {
+          "question_id": "41",
+          "type": "binary",
+          "question": "When the camera returns to a position similar to the opening shot in Segment 8, would the reflection in a mirror show the same scene as in Segment 1?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt emphasizes visual continuity, returning to a similar composition. If the mirror is in the same location, the reflection should be consistent with the initial frame, reinforcing the looped structure of the video.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690163"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_03cb625088d5ec191ce8667f4f6f34a17900080b36ee4b89c16833e13852f206"
+  },
+  {
+    "task_id": "mem_dl3dv_d75f9a607ebfec618e585d62b591fbedf78d7ef3af6126c6f7d582ea03d03336",
+    "instance_id": "mem_dl3dv_d75f9a607ebfec618e585d62b591fbedf78d7ef3af6126c6f7d582ea03d03336",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_d75f9a607ebfec618e585d62b591fbedf78d7ef3af6126c6f7d582ea03d03336.mp4",
+      "total_frames": 353,
+      "fps": 15.0,
+      "duration_sec": 23.53,
+      "reference_image_path": "inference_img/mem_dl3dv_d75f9a607ebfec618e585d62b591fbedf78d7ef3af6126c6f7d582ea03d03336_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a sweeping view of a clean, modern public restroom featuring gray toilet stalls with white porcelain toilets visible inside. The camera pans right, revealing the full row of stalls and then moves forward into the space between them, showing the speckled gray floor and white walls. As the camera turns left, it captures a long white sink counter with black metal legs, wall-mounted mirrors above each sink, and soap dispensers mounted beside them. A blue bucket is visible under the sink counter. Continuing from this view, the camera moves along the sink area, capturing reflections in the mirrors — including the reflection of a soap dispenser and a toilet stall — while also showing a trash can with a white liner placed near the sinks. The camera then turns back toward the stalls, offering another perspective of the gray partitions and toilets, before panning up to show ceiling-mounted fluorescent lights and air vents. Finally, the camera sweeps across the entire room again, highlighting the symmetry of the stalls, the cleanliness of the sinks, and the organized placement of amenities — including the mirror above the sink, the reflection of the toilet stall, and the consistent presence of the blue bucket under the sink — ending on a wide-angle shot that encompasses all mandatory landmarks: gray toilet stalls, white sink counter, wall-mounted mirrors, mirror above sink, reflection of soap dispenser, reflection of toilet stall, blue bucket under sink, and trash can with white liner."
+        ],
+        "level_2": [
+          "The video opens with a wide-angle view of a modern public restroom, showcasing multiple gray toilet stalls with white porcelain toilets visible inside. The camera pans right along the row of stalls, revealing their uniform design and the speckled gray flooring beneath. It then moves forward between two stalls, giving a closer look at the interior fixtures and the clean, minimalist aesthetic of the space. The camera turns left toward a long white sink counter with black metal legs, where wall-mounted mirrors are positioned above each sink. Soap dispensers are mounted next to the mirrors, and a blue bucket is visible under the sink counter. The scene ends with the camera focusing on the first section of the sink area, preparing to move further down the counter.",
+          "Continuing from the sink counter, the camera slowly moves along the length of the white countertop, capturing reflections in the wall-mounted mirrors — including the reflection of a soap dispenser and a toilet stall. A trash can with a white liner is clearly visible beside the sinks. The camera lingers on the details: the chrome faucets, the clean surfaces, and the organized layout. It then pans upward to reveal ceiling-mounted fluorescent lighting and ventilation grilles, emphasizing the bright, sterile environment. The camera begins to turn back toward the toilet stalls, offering a rear perspective of the gray partitions and the toilets within, while maintaining visual continuity with the previous segment.",
+          "Finally, the camera completes its sweep by returning to a broader view of the restroom. It captures the full alignment of gray toilet stalls on one side and the continuous white sink counter with mirrors on the other. The reflection of the toilet stall in the mirror above the sink is clearly visible, as is the blue bucket tucked neatly under the counter. The trash can with the white liner remains in frame, reinforcing the room’s tidiness. The camera pans upward once more to include the ceiling fixtures, then pulls back for a final wide-angle shot that encompasses all mandatory landmarks: gray toilet stalls, white sink counter, wall-mounted mirrors, mirror above sink, reflection of soap dispenser, reflection of toilet stall, blue bucket under sink, and trash can with white liner — concluding with a comprehensive, static overview of the entire space."
+        ],
+        "level_3": [
+          "0-20%: The video starts with a slow pan across a row of gray toilet stalls in a clean, well-lit public restroom. White porcelain toilets are visible inside each stall, and the speckled gray floor extends throughout the space. The camera moves slightly forward, offering a close-up of the stall doors and hinges, emphasizing their industrial-grade construction and neutral color scheme. It then turns left to reveal a long white sink counter supported by black metal legs, with wall-mounted mirrors above each sink and soap dispensers installed beside them. The camera focuses briefly on the first sink and mirror, capturing the reflection of the soap dispenser in the mirror’s surface.",
+          "20-40%: The camera moves along the sink counter, revealing additional mirrors and sinks. A blue bucket is visible under the counter, tucked neatly beneath the second sink, and the camera angle tilts slightly downward to emphasize the bucket’s placement and the clean lines of the plumbing underneath the counter. As the camera continues its path, it captures the reflection of a toilet stall in the mirror above the third sink, showing the gray partition and part of the white toilet. A trash can with a white liner is positioned beside the sinks, and the camera lingers on it briefly to highlight its presence.",
+          "40-60%: The camera pans upward from the sink area to show ceiling-mounted fluorescent light panels and ventilation grilles. The white walls and clean lines reinforce the sterile, functional aesthetic of the restroom. The camera then begins to turn back toward the toilet stalls, preparing to reframe the space from a different angle. Returning to the toilet stalls, the camera offers a rear-facing view of the gray partitions, showing their alignment and spacing. The white porcelain toilets are visible through the gaps, and the speckled gray floor continues to dominate the lower frame. The camera slowly pans right, maintaining a steady pace to ensure continuity.",
+          "60-80%: The camera now sweeps across the entire restroom, combining views of both the sink counter and the toilet stalls. The mirror above the sink reflects the toilet stall once more, reinforcing the spatial relationship between the two areas. The blue bucket under the sink and the trash can with the white liner remain visible, anchoring the scene’s composition. The camera pans up again to include ceiling fixtures and pulls back slightly, capturing the symmetry of the stalls, the cleanliness of the sinks, and the organized placement of amenities—including the mirror above the sink, the reflection of the soap dispenser, and the consistent presence of the blue bucket under the sink.",
+          "80-100%: Finally, the camera pulls back for a wide-angle shot that encompasses the entire restroom. All mandatory landmarks are clearly visible: gray toilet stalls, white sink counter, wall-mounted mirrors, mirror above sink, reflection of soap dispenser, reflection of toilet stall, blue bucket under sink, and trash can with white liner. The video ends on this comprehensive, static overview, capturing the symmetry, cleanliness, and functional design of the space."
+        ],
+        "level_4": [
+          "The video starts with a slow pan across a row of gray toilet stalls in a clean, well-lit public restroom. White porcelain toilets are visible inside each stall, and the speckled gray floor extends throughout the space. The camera moves slightly forward, offering a close-up of the stall doors and hinges, emphasizing their industrial-grade construction and neutral color scheme.",
+          "Continuing from the stalls, the camera turns left to reveal a long white sink counter supported by black metal legs. Wall-mounted mirrors are positioned above each sink, and soap dispensers are installed beside them. The camera focuses briefly on the first sink and mirror, capturing the reflection of the soap dispenser in the mirror’s surface.",
+          "The camera moves along the sink counter, revealing additional mirrors and sinks. A blue bucket is visible under the counter, tucked neatly beneath the second sink. The camera angle tilts slightly downward to emphasize the bucket’s placement and the clean lines of the plumbing underneath the counter.",
+          "As the camera continues its path, it captures the reflection of a toilet stall in the mirror above the third sink. The reflection shows the gray partition and part of the white toilet, creating a layered visual effect. A trash can with a white liner is positioned beside the sinks, and the camera lingers on it briefly to highlight its presence.",
+          "The camera pans upward from the sink area to show ceiling-mounted fluorescent light panels and ventilation grilles. The white walls and clean lines reinforce the sterile, functional aesthetic of the restroom. The camera then begins to turn back toward the toilet stalls, preparing to reframe the space from a different angle.",
+          "Returning to the toilet stalls, the camera offers a rear-facing view of the gray partitions, showing their alignment and spacing. The white porcelain toilets are visible through the gaps, and the speckled gray floor continues to dominate the lower frame. The camera slowly pans right, maintaining a steady pace to ensure continuity with the prior segments.",
+          "The camera now sweeps across the entire restroom, combining views of both the sink counter and the toilet stalls. The mirror above the sink reflects the toilet stall once more, reinforcing the spatial relationship between the two areas. The blue bucket under the sink and the trash can with the white liner remain visible, anchoring the scene’s composition.",
+          "Finally, the camera pulls back for a wide-angle shot that encompasses the entire restroom. All mandatory landmarks are clearly visible: gray toilet stalls, white sink counter, wall-mounted mirrors, mirror above sink, reflection of soap dispenser, reflection of toilet stall, blue bucket under sink, and trash can with white liner. The video ends on this comprehensive, static overview, capturing the symmetry, cleanliness, and functional design of the space."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the blue bucket visible under the sink counter during the camera’s movement?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "debdd3e9fba2445c56bcd868b3945c2aa5ba3398242107f966e4fa9c9b635368_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the blue bucket remain visible and unchanged under the sink throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790461"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Where is the blue bucket consistently located in the restroom?",
+          "options": [
+            "A. Under the first sink",
+            "B. Under the second sink",
+            "C. Under the third sink",
+            "D. Near the trash can"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790497"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the mirror reflect the soap dispenser and toilet stall correctly?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790510"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "Which object's reflection is seen in the mirror above the third sink?",
+          "options": [
+            "A. Soap dispenser",
+            "B. Trash can",
+            "C. Toilet stall",
+            "D. Ceiling light"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790517"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the reflection of the toilet stall remain consistent when the mirror is shown again in the final segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Temporal Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790524"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the sink area after moving away, does the reflection in the mirror update correctly?",
+          "options": [
+            "A. Yes, it reflects the current view",
+            "B. No, it shows a static image",
+            "C. It only appears in the first segment",
+            "D. It disappears entirely"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Temporal Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790531"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera return to the toilet stalls after visiting the sink area?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790538"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What happens to the visual representation of the gray toilet stalls when the camera returns to them?",
+          "options": [
+            "A. They appear smaller due to distance",
+            "B. They are partially obscured by the sink",
+            "C. They maintain their original appearance",
+            "D. They are replaced with new stalls"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790544"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are the white walls and speckled gray floor consistent when the camera returns to the stalls?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790551"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which element remains unchanged when the camera re-enters the sink area?",
+          "options": [
+            "A. Mirror placement",
+            "B. Blue bucket color",
+            "C. Trash can liner",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790557"
+        },
+        {
+          "question": "Is the blue bucket visible under the sink counter during the camera’s movement?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "12",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the blue bucket remain visible and unchanged under the sink throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790461"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Where is the blue bucket consistently located in the restroom?",
+          "options": [
+            "A. Under the first sink",
+            "B. Under the second sink",
+            "C. Under the third sink",
+            "D. Near the trash can"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790497"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the mirror reflect the soap dispenser and toilet stall correctly?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790510"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "Which object's reflection is seen in the mirror above the third sink?",
+          "options": [
+            "A. Soap dispenser",
+            "B. Trash can",
+            "C. Toilet stall",
+            "D. Ceiling light"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790517"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Does the reflection of the toilet stall remain consistent when the mirror is shown again in the final segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Temporal Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790524"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the sink area after moving away, does the reflection in the mirror update correctly?",
+          "options": [
+            "A. Yes, it reflects the current view",
+            "B. No, it shows a static image",
+            "C. It only appears in the first segment",
+            "D. It disappears entirely"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Temporal Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790531"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the camera return to the toilet stalls after visiting the sink area?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790538"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "What happens to the visual representation of the gray toilet stalls when the camera returns to them?",
+          "options": [
+            "A. They appear smaller due to distance",
+            "B. They are partially obscured by the sink",
+            "C. They maintain their original appearance",
+            "D. They are replaced with new stalls"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790544"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Are the white walls and speckled gray floor consistent when the camera returns to the stalls?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790551"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which element remains unchanged when the camera re-enters the sink area?",
+          "options": [
+            "A. Mirror placement",
+            "B. Blue bucket color",
+            "C. Trash can liner",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790557"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the reflection in the mirror above the sink show the soap dispenser when the camera is positioned near the first sink?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt explicitly states that the camera captures the reflection of a soap dispenser in the mirror above each sink, confirming that the content of the reflection matches the actual object present beside the mirror.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322780"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "Which object is reflected in the mirror above the third sink according to the prompt?",
+          "options": [
+            "A. The trash can with white liner",
+            "B. The blue bucket under the sink",
+            "C. A toilet stall",
+            "D. The ceiling light"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Segment 4 of Level 3 clearly states: 'As the camera continues its path, it captures the reflection of a toilet stall in the mirror above the third sink.' This directly confirms the correct reflected object.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322819"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Is the reflection of the toilet stall visible in the mirror when the camera moves along the sink counter?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt mentions capturing reflections including 'the reflection of a toilet stall' during the movement along the sink area, indicating that the mirror correctly reflects this distant object.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322832"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "What should be visible in the mirror's reflection when the camera is facing the sink and the blue bucket is under the second sink?",
+          "options": [
+            "A. The blue bucket itself",
+            "B. The trash can beside the sinks",
+            "C. The gray partition of a toilet stall",
+            "D. The ceiling-mounted fluorescent lights"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The blue bucket is under the sink and not directly visible in the mirror’s field of view from the camera angle. However, the prompt specifies that the reflection of a toilet stall appears in the mirror above the third sink, which aligns with what would be expected given the spatial layout. Therefore, the correct reflection content is the toilet stall, not the bucket.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322840"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "Does the mirror reflect the actual position of the soap dispenser relative to the sink?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt describes the soap dispensers as mounted beside the mirrors, and their reflections are captured accordingly. This implies correct spatial alignment between real objects and their reflections.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322847"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "When the camera returns to the sink area in the final segment, does the reflection of the toilet stall remain consistent with earlier views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt states that in the final sweep, 'the mirror above the sink reflects the toilet stall once more,' indicating that the reflection remains consistent over time despite camera movement and changes in perspective.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322857"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "In which segment is the reflection of the toilet stall first mentioned?",
+          "options": [
+            "A. Segment 2 of Level 2",
+            "B. Segment 3 of Level 3",
+            "C. Segment 4 of Level 3",
+            "D. Segment 7 of Level 3"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Segment 4 of Level 3 explicitly states: 'As the camera continues its path, it captures the reflection of a toilet stall in the mirror above the third sink.' This is the first mention of the toilet stall reflection in the detailed breakdown.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322864"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Does the reflection of the soap dispenser appear in multiple segments across different levels of the prompt?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The reflection of the soap dispenser is mentioned in both Level 1 and Level 2 (in the description of the sink area), and again in Level 3 (Segment 2). This repeated mention across levels indicates temporal consistency in the reflection memory.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322870"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "After the camera pans away from the sink area and returns later, does the mirror still reflect the same elements as before?",
+          "options": [
+            "A. No, because the environment has changed",
+            "B. Yes, the reflection remains consistent",
+            "C. Only the trash can is reflected now",
+            "D. The reflection shows the ceiling lights instead"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The final wide-angle shot reiterates the presence of the reflection of the toilet stall and soap dispenser, indicating no change in the reflected content despite time passing and camera movement. This confirms temporal consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322876"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Is the reflection of the blue bucket visible in the mirror at any point in the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt only states that the blue bucket is visible under the sink but never mentions its reflection in the mirror. Since it is located below the counter and not within the mirror’s reflective field, it should not appear in the reflection — thus maintaining logical temporal consistency by not showing an impossible reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322883"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "As the camera moves along the sink counter, does the reflection update to show different parts of the restroom based on the new viewing angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt describes the camera moving along the sink, capturing reflections of both the soap dispenser and the toilet stall at different points. This implies that the reflection dynamically updates with the camera’s position, ensuring viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322890"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "When the camera is positioned at the third sink, what should be visible in the mirror's reflection?",
+          "options": [
+            "A. The trash can and blue bucket",
+            "B. The ceiling lights and air vents",
+            "C. The gray partition of a toilet stall",
+            "D. The front of the sink counter"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "According to Segment 4 of Level 3, the reflection of a toilet stall is captured in the mirror above the third sink. Given the spatial arrangement, the mirror would reflect the opposite side of the room — the toilet stalls — making this the correct answer.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322907"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "When the camera turns back toward the toilet stalls after focusing on the sink area, does the mirror still show the reflection of the toilet stall?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt notes that during the return sweep, the mirror above the sink reflects the toilet stall again, confirming that even from a different camera orientation, the reflection remains consistent with the physical layout.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322914"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "If the camera were to move closer to the mirror, how should the reflection change?",
+          "options": [
+            "A. The reflection should shrink",
+            "B. The reflection should expand to include more of the surrounding area",
+            "C. The reflection should become blurred",
+            "D. The reflection should disappear"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera approaches the mirror, the field of view increases, allowing more of the room to be reflected. While the prompt doesn't describe such a close-up, physics dictates that proximity affects reflection scope. The prompt consistently describes reflections changing with camera movement, supporting this principle.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322921"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "Does the reflection in the mirror change appropriately as the camera moves from one sink to another?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt describes different reflections appearing at different sinks (e.g., soap dispenser at first sink, toilet stall at third sink), indicating that the reflection updates based on the camera’s position and angle relative to the mirror.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322927"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_d75f9a607ebfec618e585d62b591fbedf78d7ef3af6126c6f7d582ea03d03336"
+  },
+  {
+    "task_id": "mem_dl3dv_2e4d41a82a8240c1c0d7205462fa436385760d1cd403d78eae7ae9cb248f9584",
+    "instance_id": "mem_dl3dv_2e4d41a82a8240c1c0d7205462fa436385760d1cd403d78eae7ae9cb248f9584",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_2e4d41a82a8240c1c0d7205462fa436385760d1cd403d78eae7ae9cb248f9584.mp4",
+      "total_frames": 344,
+      "fps": 15.0,
+      "duration_sec": 22.93,
+      "reference_image_path": "inference_img/mem_dl3dv_2e4d41a82a8240c1c0d7205462fa436385760d1cd403d78eae7ae9cb248f9584_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, smooth circular pan around a modern, curved wooden reception desk with a dark blue countertop. The desk is centrally positioned under a white, circular ceiling canopy fitted with recessed lighting and security cameras. Behind the desk, a glass-walled office with light green tiled walls is visible, containing a black office chair and a computer monitor. As the camera moves clockwise, it reveals an orange wall section to the left, adjacent to a seating area with tables and chairs near large windows allowing natural light. Continuing from this view, the camera pans past two labeled trash bins — one gray for 'LANDFILL' and one blue for 'PLASTIC & METAL' — mounted on the wooden paneling beside the reception desk. An illuminated red EXIT sign is visible above a doorway in the background. The ceiling features exposed ductwork and wooden panels that add warmth to the industrial aesthetic. The floor is a dark speckled material, contrasting with the light wood of the desk and surrounding cabinetry. Finally, as the camera completes its arc, it returns to the front of the reception desk, capturing the full spatial layout: the curved desk, the glass office behind, the trash bins, the orange wall, the seating area, and the EXIT sign — all cohesively framed within the open-plan interior space."
+        ],
+        "level_2": [
+          "The video begins with a wide-angle shot slowly panning clockwise around a curved wooden reception desk with a dark blue countertop. Above it, a white circular ceiling canopy houses recessed lights and security cameras. Behind the desk, a glass-walled office with light green tiled walls contains a black office chair and monitor. To the left, an orange wall section is visible, leading toward a seating area with tables and chairs near large windows. The camera continues to reveal part of the wooden ceiling panels and exposed ductwork overhead.",
+          "Continuing from the previous segment, the camera pans further right, bringing into view two labeled trash bins — a gray 'LANDFILL' bin and a blue 'PLASTIC & METAL' bin — mounted on wooden paneling next to the reception desk. In the background, an illuminated red EXIT sign is visible above a doorway. The flooring is dark speckled, contrasting with the warm wood tones of the desk and surrounding walls. The camera movement remains smooth and steady, maintaining the circular trajectory around the central desk.",
+          "Finally, the camera completes its circular pan, returning to face the front of the curved wooden reception desk. The full spatial context is now visible: the glass-walled office behind the desk, the orange wall section to the left, the seating area with tables, the labeled trash bins, the EXIT sign above the doorway, and the combination of wooden ceiling panels and exposed industrial ductwork. The entire scene is brightly lit, with natural light streaming through windows and artificial lighting accentuating architectural details. The video ends with a stable, centered view of the reception area, emphasizing its modern, functional design."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a close-up of the curved wooden reception desk featuring a dark blue countertop. Above it, a white circular ceiling canopy with recessed lights and security cameras is visible. Behind the desk, a glass-walled office with light green tiled walls contains a black office chair and monitor. The camera begins a slow clockwise pan, revealing the left side of the desk and an orange wall section adjacent to a seating area with tables and chairs near large windows. Wooden ceiling panels and exposed ductwork are visible overhead, contributing to the industrial-modern aesthetic.",
+          "20-40%: As the camera continues its clockwise movement, more of the seating area and the edge of the curved desk come into view. The dark speckled floor contrasts with the light wood of the desk and surrounding cabinetry. The lighting remains consistent, blending natural daylight and artificial ceiling fixtures. The camera then reveals two labeled trash bins mounted on wooden paneling beside the reception desk — a gray bin labeled 'LANDFILL' and a blue bin labeled 'PLASTIC & METAL'. The bins are clearly legible and positioned for easy access.",
+          "40-60%: Continuing the circular motion, the camera pans past the trash bins, bringing into focus an illuminated red EXIT sign above a doorway in the background. The doorway leads to another corridor or room, partially visible through glass. The ceiling’s white canopy and lighting remain prominent overhead. The rear portion of the curved reception desk becomes visible again, with the glass-walled office still behind it; the black office chair and monitor reappear in frame, reinforcing the functional use of the space.",
+          "60-80%: As the camera approaches the final quarter of its rotation, the orange wall section reappears on the left, framing the seating area once more. The combination of wood, glass, and metal materials creates a cohesive, contemporary look throughout the space. The camera maintains its smooth, steady arc, capturing the interplay of architectural elements: the curved desk, glass partitions, warm wood tones, and industrial ceiling features including exposed ductwork and wooden panels.",
+          "80-100%: Finally, the camera completes its full 360-degree circular pan, returning to a centered frontal view of the curved wooden reception desk. All key elements — the blue countertop, glass-walled office, trash bins, EXIT sign, orange wall, seating area, and wooden ceiling panels — are simultaneously visible. The scene is brightly lit, with natural light streaming through windows and artificial lighting accentuating architectural details. The video ends with a stable, comprehensive overview of the modern, functional reception area."
+        ],
+        "level_4": [
+          "The video opens with a close-up of the curved wooden reception desk featuring a dark blue countertop. Above it, a white circular ceiling canopy with recessed lights and security cameras is visible. Behind the desk, a glass-walled office with light green tiled walls contains a black office chair and monitor. The camera begins a slow clockwise pan.",
+          "As the camera continues its clockwise movement, the left side of the reception desk comes into view, revealing an orange wall section adjacent to a seating area with tables and chairs near large windows. Wooden ceiling panels and exposed ductwork are visible overhead, adding texture to the industrial-modern aesthetic.",
+          "The camera pans further right, showing more of the seating area and the edge of the curved desk. The dark speckled floor contrasts with the light wood of the desk and surrounding cabinetry. The lighting remains consistent, blending natural daylight and artificial ceiling fixtures.",
+          "Continuing the circular motion, the camera reveals two labeled trash bins mounted on wooden paneling beside the reception desk — a gray bin labeled 'LANDFILL' and a blue bin labeled 'PLASTIC & METAL'. The bins are clearly legible and positioned for easy access.",
+          "The camera pans past the trash bins, bringing into focus an illuminated red EXIT sign above a doorway in the background. The doorway leads to another corridor or room, partially visible through glass. The ceiling’s white canopy and lighting remain prominent overhead.",
+          "Moving further along the arc, the camera captures the rear portion of the curved reception desk, with the glass-walled office still visible behind it. The black office chair and monitor are again in frame, reinforcing the functional use of the space.",
+          "As the camera approaches the final quarter of its rotation, the orange wall section reappears on the left, framing the seating area once more. The combination of wood, glass, and metal materials creates a cohesive, contemporary look throughout the space.",
+          "Finally, the camera completes its full 360-degree circular pan, returning to a centered frontal view of the curved wooden reception desk. All key elements — the blue countertop, glass-walled office, trash bins, EXIT sign, orange wall, seating area, and wooden ceiling panels — are simultaneously visible, concluding the video with a comprehensive overview of the modern reception area."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the EXIT sign still visible above the doorway after the camera completes its circular pan?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "d0b1288356b74cd68dc5ff1eec5d0bb7eee86b7796aad2a61b9640ed79d3be53_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree circular pan around the reception desk?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:14.198987"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which element is visible both at the beginning and end of the video?",
+          "options": [
+            "A. Trash bins",
+            "B. Seating area",
+            "C. Frontal view of the reception desk",
+            "D. EXIT sign"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:14.199022"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the glass-walled office visible multiple times during the pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:14.199034"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What should remain consistent when the orange wall reappears after being occluded?",
+          "options": [
+            "A. Its color and position",
+            "B. The number of chairs",
+            "C. The brightness of the windows",
+            "D. The presence of a logo"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:14.199041"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Are the trash bins initially occluded by the reception desk?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:14.199049"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When the trash bins are revealed again after being out of view, what must remain consistent?",
+          "options": [
+            "A. Their labels and colors",
+            "B. Their position relative to the ceiling",
+            "C. Their size compared to the desk",
+            "D. Their brand name"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:14.199055"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera show the glass-walled office from multiple angles while maintaining its correct position behind the desk?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:14.199062"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "Where should the illuminated red EXIT sign be positioned relative to the doorway?",
+          "options": [
+            "A. Above the doorway",
+            "B. To the left of the doorway",
+            "C. Below the doorway",
+            "D. On the floor near the doorway"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:14.199068"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_2e4d41a82a8240c1c0d7205462fa436385760d1cd403d78eae7ae9cb248f9584"
+  },
+  {
+    "task_id": "mem_dl3dv_3b066a86b1bddaec0252192b42a09c3c315e3dea22146dc6925eba1e1f7b569f",
+    "instance_id": "mem_dl3dv_3b066a86b1bddaec0252192b42a09c3c315e3dea22146dc6925eba1e1f7b569f",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_3b066a86b1bddaec0252192b42a09c3c315e3dea22146dc6925eba1e1f7b569f.mp4",
+      "total_frames": 304,
+      "fps": 15.0,
+      "duration_sec": 20.27,
+      "reference_image_path": "inference_img/mem_dl3dv_3b066a86b1bddaec0252192b42a09c3c315e3dea22146dc6925eba1e1f7b569f_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a low-angle nighttime shot of a large, leafy tree dominating the frame, its trunk thick and textured, rising vertically into darkness. Illuminated leaves glow in patches where ambient light catches them, creating a contrast against the deep blue night sky. In the background, faintly visible building windows emit warm yellow glows, suggesting urban residential structures behind the foliage. As the camera slowly tilts upward, it reveals more of the tree’s canopy, where streetlight glare suddenly bursts into view — a bright, overexposed flare that momentarily washes out parts of the frame, highlighting veins on the leaves and casting long shadows. Continuing from this glare, the camera pans slightly to the right, tracking the curvature of branches while maintaining focus on the interplay between shadowed bark and backlit foliage. The streetlight glare fades as the camera moves past it, revealing more illuminated leaves shimmering gently in the breeze. The tree trunk remains partially visible at the lower left edge throughout, grounding the composition. Finally, the camera completes its upward arc, showing the uppermost branches silhouetted against the night sky, with occasional glimpses of distant building windows still glowing softly in the periphery. The entire sequence maintains a slow, deliberate motion, evoking a quiet, contemplative mood under artificial illumination."
+        ],
+        "level_2": [
+          "The video starts with a low-angle nighttime shot focused on the base of a large tree, its thick trunk rising into the frame. Illuminated leaves catch the light near the top of the frame, while background building windows glow softly in the distance. The camera begins a slow upward tilt, revealing more of the tree’s canopy and the dark sky above. Streetlight glare begins to appear as a bright lens flare, partially obscuring the leaves and casting radiant streaks across the frame.",
+          "Continuing from the initial upward tilt, the camera passes through the peak of the streetlight glare, which now dominates the center of the frame with intense brightness. As the glare subsides, the camera pans slightly right, following the natural curve of the branches. Illuminated leaves reappear in detail, their edges glowing against the darker foliage. The tree trunk remains partially visible on the left side, providing visual continuity. Background building windows are intermittently visible through gaps in the leaves, maintaining the urban context.",
+          "Finally, the camera completes its upward movement, focusing on the highest branches silhouetted against the night sky. The streetlight glare has faded completely, leaving only soft ambient lighting on the remaining illuminated leaves. The tree trunk is no longer visible, replaced by the intricate network of thin branches and sparse foliage. Distant building windows continue to twinkle faintly in the background, reinforcing the serene, nocturnal urban setting. The camera holds steady for the final moments, allowing the viewer to absorb the quiet beauty of the scene."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle nighttime shot centered on a large tree’s trunk, which fills the lower third of the frame. Illuminated leaves glow softly near the top, while background building windows emit a gentle yellow light in the distance. The camera begins a slow upward tilt, initiating the journey through the canopy. Continuing the upward tilt, the camera reveals more of the tree’s dense foliage; illuminated leaves become more prominent, catching stray light from an unseen source. The background building windows remain visible but slightly obscured by branches, and the tree trunk continues to anchor the left side of the frame.",
+          "20-40%: The camera ascends further, bringing the upper canopy into view. A sudden burst of streetlight glare appears in the upper right, washing out part of the frame with intense white light; leaves near the glare shimmer with high contrast, their veins and edges sharply defined. The streetlight glare reaches its peak intensity, dominating the center of the frame and temporarily obscuring details of the leaves. The tree trunk is still partially visible on the lower left, and background building windows flicker briefly through gaps in the foliage, maintaining spatial context.",
+          "40-60%: As the camera moves past the glare, the brightness diminishes, revealing detailed illuminated leaves once again. The camera begins a subtle pan to the right, following the curve of a major branch; the tree trunk recedes slightly from view but remains present at the edge. The pan continues, shifting focus toward the right side of the canopy. Illuminated leaves dance gently in the breeze, their textures and shapes clearly visible under ambient lighting. Background building windows peek through the gaps, reinforcing the urban environment.",
+          "60-80%: The camera completes its upward arc, now focusing on the highest branches; the tree trunk is no longer visible, replaced by thin, silhouetted limbs against the dark sky. Illuminated leaves are sparse but still present, glowing softly in pockets of light. The streetlight glare has vanished entirely. The scene transitions to a more elevated perspective where the intricate network of thin branches and sparse foliage dominates the frame, with distant building windows continuing to twinkle faintly in the background.",
+          "80-100%: Finally, the camera holds steady on the uppermost branches, silhouetted against the night sky. Faint background building windows remain visible in the distance, twinkling subtly. The scene is calm and still, concluding the slow, immersive journey through the illuminated tree canopy under urban night lighting. The entire sequence maintains a deliberate, quiet mood, with the final moments emphasizing the serene nocturnal urban setting."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle nighttime shot centered on a large tree’s trunk, which fills the lower third of the frame. Illuminated leaves glow softly near the top, while background building windows emit a gentle yellow light in the distance. The camera begins a slow upward tilt, initiating the journey through the canopy.",
+          "Part 2/8: Continuing the upward tilt, the camera reveals more of the tree’s dense foliage. Illuminated leaves become more prominent, catching stray light from an unseen source. The background building windows remain visible but slightly obscured by branches. The tree trunk continues to anchor the left side of the frame.",
+          "Part 3/8: The camera ascends further, bringing the upper canopy into view. A sudden burst of streetlight glare appears in the upper right, washing out part of the frame with intense white light. Leaves near the glare shimmer with high contrast, their veins and edges sharply defined.",
+          "Part 4/8: The streetlight glare reaches its peak intensity, dominating the center of the frame and temporarily obscuring details of the leaves. The tree trunk is still partially visible on the lower left. Background building windows flicker briefly through gaps in the foliage, maintaining spatial context.",
+          "Part 5/8: As the camera moves past the glare, the brightness diminishes, revealing detailed illuminated leaves once again. The camera begins a subtle pan to the right, following the curve of a major branch. The tree trunk recedes slightly from view but remains present at the edge.",
+          "Part 6/8: The pan continues, shifting focus toward the right side of the canopy. Illuminated leaves dance gently in the breeze, their textures and shapes clearly visible under ambient lighting. Background building windows peek through the gaps, reinforcing the urban environment.",
+          "Part 7/8: The camera completes its upward arc, now focusing on the highest branches. The tree trunk is no longer visible, replaced by thin, silhouetted limbs against the dark sky. Illuminated leaves are sparse but still present, glowing softly in pockets of light. The streetlight glare has vanished entirely.",
+          "Part 8/8: Finally, the camera holds steady on the uppermost branches, silhouetted against the night sky. Faint background building windows remain visible in the distance, twinkling subtly. The scene is calm and still, concluding the slow, immersive journey through the illuminated tree canopy under urban night lighting."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Does the tree trunk reappear in the lower portion of the frame after the camera tilts back down?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "bd6f197e76c8eb45bd408b50fee51763b2d0880c38df051fdb2b15c2996efe77_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the tree trunk remain visible throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:56.878472"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "What happens to the tree trunk as the camera moves upward?",
+          "options": [
+            "A. It grows larger",
+            "B. It remains fully visible",
+            "C. It gradually disappears from view",
+            "D. It reappears later"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:56.878504"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Do the branches maintain consistent curvature across the camera movement?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:56.878516"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "How does the tree’s structure change as the camera ascends?",
+          "options": [
+            "A. From thick trunk to thin branches",
+            "B. From sparse leaves to dense canopy",
+            "C. From dark to brightly lit",
+            "D. From vertical to horizontal"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:56.878523"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Are leaf veins visible before and after the streetlight glare?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:56.878530"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which detail is emphasized in the prompt as important for visual consistency?",
+          "options": [
+            "A. Color of the sky",
+            "B. Veins on leaves",
+            "C. Shape of buildings",
+            "D. Camera speed"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:56.878537"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera move vertically upward throughout the sequence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:56.878545"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What kind of camera motion is primarily used?",
+          "options": [
+            "A. Horizontal pan only",
+            "B. Upward tilt and slight pan",
+            "C. Zoom in and out",
+            "D. Circular orbit"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:56.878551"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Do building windows reappear in the same positions after being occluded?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:56.878558"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "How are background building windows described when visible?",
+          "options": [
+            "A. Bright and uniform",
+            "B. Faintly glowing and intermittent",
+            "C. Completely hidden",
+            "D. Moving"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:56.878564"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_3b066a86b1bddaec0252192b42a09c3c315e3dea22146dc6925eba1e1f7b569f"
+  },
+  {
+    "task_id": "mem_dl3dv_8682dff2416536005d41c7d6b54cb77f517de695bcf25314f5ce43023a224188",
+    "instance_id": "mem_dl3dv_8682dff2416536005d41c7d6b54cb77f517de695bcf25314f5ce43023a224188",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_8682dff2416536005d41c7d6b54cb77f517de695bcf25314f5ce43023a224188.mp4",
+      "total_frames": 368,
+      "fps": 15.0,
+      "duration_sec": 24.53,
+      "reference_image_path": "inference_img/mem_dl3dv_8682dff2416536005d41c7d6b54cb77f517de695bcf25314f5ce43023a224188_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, low-to-the-ground shot of a cozy living room. The camera slowly orbits clockwise around an office chair in the center of the room, which is piled high with pillows and a blanket. The chair has a black mesh back and silver base with wheels. On top of the chair sits a white pillow with red stitching and a sunflower design, then a patterned pillow with multicolored circles, and finally a light blue-gray blanket draped over everything. To the left, a large flat-screen TV on a black stand displays a vibrant cityscape with green trees and skyscrapers. Behind the TV, sheer curtains frame a window. The floor is covered in beige carpeting. As the camera continues its orbit, it reveals a yellow leather sofa against the right wall, adorned with a patterned throw pillow. Further around, another matching yellow leather armchair is visible near a small side table. The walls are decorated with framed pictures and a round wall clock. A tall floor lamp stands near the corner, casting soft ambient light. The camera moves closer to the chair, tilting up to show the texture of the blanket and the layered pillows. Then it dips down for a close-up of the chair’s wheeled base rolling slightly on the carpet, revealing a label on the underside of the seat. Finally, the camera pulls back slightly as the chair rotates gently on its own, completing the full 360-degree view while maintaining focus on the stacked pillows and blanket, with all mandatory landmarks — TV on black stand, yellow leather sofa, TV displaying cityscape, black TV stand, carpeted floor, office chair with stacked pillows, wall-mounted pictures, yellow sofa with patterned pillow, floor lamp, office chair with pillows and blanket — clearly visible throughout."
+        ],
+        "level_2": [
+          "The video opens with a low-angle, wide shot of a living room. The camera begins a slow clockwise orbit around an office chair piled with pillows and a blanket. The chair features a black mesh back and silver five-wheel base. In the background, a large TV on a black stand displays a cityscape with greenery and buildings. To the right, a yellow leather sofa with a patterned pillow is visible. The floor is beige carpet. Wall-mounted pictures line the back wall, and a floor lamp emits warm light. The camera movement reveals more of the room’s layout, including a second yellow armchair and a side table. The scene remains static except for the gentle rotation of the camera around the central chair.",
+          "Continuing from the previous segment, the camera completes its first half-orbit around the office chair. It now focuses more closely on the stacked pillows — one with a sunflower design, another with geometric circles — and the light blue-gray blanket draped over them. The TV still shows the cityscape, and the black TV stand remains visible. The yellow leather sofa appears again, this time from a different angle, emphasizing its texture and the patterned pillow resting on it. The camera tilts downward briefly, capturing the chair’s wheels on the carpet and a glimpse of a label under the seat. The ambient lighting from the floor lamp enhances the cozy atmosphere. The camera maintains smooth motion, preparing to complete the full circle.",
+          "Finally, the camera finishes its 360-degree orbit around the office chair, now showing the rear and side views once more. The blanket and pillows remain undisturbed atop the chair, which subtly rotates on its own. The TV continues to display the cityscape, framed by sheer curtains. The yellow leather sofa and matching armchair are both fully visible, along with the wall-mounted pictures and floor lamp. The beige carpet covers the entire floor, and the black TV stand anchors the left side of the frame. The camera lingers on a final close-up of the chair’s base before pulling back slightly to capture the entire scene in one cohesive, tranquil shot, ensuring all mandatory landmarks are present and clearly depicted."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle, wide shot centered on an office chair piled with pillows and a blanket. The chair has a black mesh back and silver five-wheel base. To the left, a large flat-screen TV on a black stand displays a vibrant cityscape with green trees and skyscrapers. The floor is beige carpet. The camera begins a slow clockwise orbit around the chair, revealing part of a yellow leather sofa to the right with a patterned pillow, wall-mounted pictures behind it, and sheer curtains framing a window behind the TV.",
+          "20-40%: Continuing the orbit, the camera reveals a second yellow leather armchair near a small side table and a tall floor lamp casting soft ambient light in the corner. The beige carpet extends across the entire floor. The office chair remains piled with pillows — one white with red stitching and a sunflower design, another with multicolored circular patterns — and a light blue-gray blanket draped over them. The TV continues to display the cityscape, and the black TV stand remains visible on the left.",
+          "40-60%: Now halfway through the orbit, the camera focuses more closely on the stacked pillows and blanket, tilting upward to show texture details, then dips down for a close-up of the chair’s wheeled base rolling slightly on the carpet. A label is visible on the underside of the seat. The yellow leather sofa and patterned pillow reappear in the background, and the ambient lighting from the floor lamp enhances the cozy atmosphere. The camera maintains smooth motion, preparing to complete the circle.",
+          "60-80%: As the camera continues its clockwise orbit, it captures the rear and side views of the office chair, still laden with pillows and blanket, while the TV screen (displaying the cityscape) comes into view again. Wall-mounted pictures and the floor lamp are visible in the background. The yellow leather sofa and matching armchair are both fully visible, reinforcing the room’s layout and lived-in feel. The camera smoothly transitions toward the final quarter of the orbit.",
+          "80-100%: Finally, the camera completes its 360-degree orbit, returning to a position similar to the start but with a slight upward tilt. The office chair subtly rotates on its own, still piled with pillows and blanket. All mandatory landmarks — TV on black stand, yellow leather sofa with patterned pillow, TV displaying cityscape, black TV stand, beige carpeted floor, office chair with stacked pillows and blanket, wall-mounted pictures, floor lamp, and second yellow armchair — are clearly visible in the final tranquil composition."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle, wide shot centered on an office chair piled with pillows and a blanket. The chair has a black mesh back and silver base with wheels. To the left, a large TV on a black stand displays a cityscape. The floor is beige carpet. The camera begins a slow clockwise orbit around the chair.",
+          "Part 2/8: Continuing the orbit, the camera reveals a yellow leather sofa to the right, adorned with a patterned pillow. Wall-mounted pictures are visible behind the sofa. The TV still shows the cityscape. The camera movement is smooth, maintaining focus on the central chair while gradually exposing more of the room’s layout.",
+          "Part 3/8: The camera moves further around, showing a second yellow leather armchair near a side table. A floor lamp casts soft light in the corner. The beige carpet extends across the entire floor. The office chair remains piled with pillows and a blanket, and the TV continues to display the cityscape on its black stand.",
+          "Part 4/8: Now halfway through the orbit, the camera focuses more closely on the stacked pillows — one with a sunflower motif, another with circular patterns — and the light blue-gray blanket. The TV and black stand remain visible in the background. The camera tilts slightly downward, revealing the chair’s wheels on the carpet.",
+          "Part 5/8: The camera dips lower for a close-up of the chair’s base, showing the silver five-wheel mechanism rolling slightly on the beige carpet. A label is visible on the underside of the seat. The yellow leather sofa and patterned pillow reappear in the background as the camera begins to pull back slightly.",
+          "Part 6/8: As the camera continues its clockwise orbit, it captures the rear view of the office chair, still laden with pillows and blanket. The TV screen, displaying the cityscape, comes into view again. The wall-mounted pictures and floor lamp are visible in the background, reinforcing the cozy, lived-in atmosphere of the room.",
+          "Part 7/8: The camera moves toward the final quarter of the orbit, bringing the yellow leather sofa and patterned pillow back into prominence. The black TV stand and cityscape remain steady in the frame. The camera smoothly transitions, preparing to complete the full 360-degree view while keeping all elements in harmony.",
+          "Part 8/8: Finally, the camera completes its orbit, returning to a position similar to the start but with a slight upward tilt. The office chair, still piled with pillows and blanket, subtly rotates on its own. All mandatory landmarks — TV on black stand, yellow leather sofa, TV displaying cityscape, black TV stand, carpeted floor, office chair with stacked pillows, wall-mounted pictures, yellow sofa with patterned pillow, floor lamp, office chair with pillows and blanket — are clearly visible in the final tranquil composition."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the TV displaying a cityscape still visible on the left side when the camera returns to its initial position?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "9df3f288593781fb48d3a9c18c009e606ee33d0deef908fe27802147f3abb8f5_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Is the office chair with stacked pillows consistently present as a central object during the camera’s movement?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "9df3f288593781fb48d3a9c18c009e606ee33d0deef908fe27802147f3abb8f5_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the white pillow with red stitching and sunflower design remain visible and unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:30:56.634583"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which object is consistently described as having a label on the underside of the seat?",
+          "options": [
+            "A. The yellow leather sofa",
+            "B. The office chair",
+            "C. The TV stand",
+            "D. The floor lamp"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:30:56.634618"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the office chair maintain its five-wheel base structure throughout the camera’s orbit?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:30:56.634630"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "What type of base does the office chair have?",
+          "options": [
+            "A. Four-wheel plastic base",
+            "B. Five-wheel silver base",
+            "C. Fixed wooden base",
+            "D. Two-wheel caster base"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:30:56.634637"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Is the patterned pillow with multicolored circles visible in multiple segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:30:56.634644"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "Which material is described for the sofa?",
+          "options": [
+            "A. Fabric",
+            "B. Velvet",
+            "C. Leather",
+            "D. Wool"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:30:56.634651"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree orbit around the office chair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:30:56.634658"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "What happens to the camera’s perspective at the end of the video?",
+          "options": [
+            "A. It zooms in on the TV",
+            "B. It pulls back slightly with a slight upward tilt",
+            "C. It moves downward",
+            "D. It stops abruptly"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:30:56.634665"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the yellow leather sofa reappear after being partially occluded during the orbit?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:30:56.634673"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "Which landmark is mentioned as being visible in both early and late segments?",
+          "options": [
+            "A. Red rug",
+            "B. Blue bookshelf",
+            "C. Wall-mounted pictures",
+            "D. Window blinds"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:30:56.634680"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_8682dff2416536005d41c7d6b54cb77f517de695bcf25314f5ce43023a224188"
+  },
+  {
+    "task_id": "mem_dl3dv_124fd335d679c1328e7c0cd80ce486d8a62c20afae2b6470c275310b682b8093",
+    "instance_id": "mem_dl3dv_124fd335d679c1328e7c0cd80ce486d8a62c20afae2b6470c275310b682b8093",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_124fd335d679c1328e7c0cd80ce486d8a62c20afae2b6470c275310b682b8093.mp4",
+      "total_frames": 354,
+      "fps": 15.0,
+      "duration_sec": 23.6,
+      "reference_image_path": "inference_img/mem_dl3dv_124fd335d679c1328e7c0cd80ce486d8a62c20afae2b6470c275310b682b8093_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of a vibrant, abstract sculpture composed of three stylized human figures — one orange, one yellow, and one blue — mounted on a reflective black circular base. The camera slowly pans clockwise around the sculpture, revealing its glossy, smooth surfaces catching sunlight. In the background, a modern glass building with large windows reflects the surrounding urban environment, including distant skyscrapers under a clear blue sky. Metal barricades line the perimeter of the sculpture’s plaza, separating pedestrians from the artwork. As the camera continues circling, the orange figure appears in dynamic motion, arms outstretched, while the yellow figure leans forward as if mid-stride, and the blue figure stands tall with arms raised triumphantly. The camera tilts up slightly to capture the full height of the sculpture against the cityscape, then tilts down to emphasize the reflective black base mirroring the colorful forms above. Continuing from this perspective, the camera moves behind the sculpture, offering views of the interplay between the figures’ poses and the surrounding architecture — including glimpses of street signs, passing cars, and pedestrians walking near the metal barricades. The modern glass building remains visible throughout, its facade occasionally reflecting the sculpture itself. Finally, the camera completes its orbit, returning to the initial frontal angle but now capturing more detail: the texture of the painted metal, the slight imperfections on the base, and the shadows cast by each figure. The video ends with a slow zoom-in on the blue figure’s raised arms, framed by the glass building and city skyline beyond."
+        ],
+        "level_2": [
+          "The video opens with a wide shot of a colorful abstract sculpture featuring three stylized human figures — orange, yellow, and blue — standing atop a reflective black circular base. The camera begins a slow clockwise pan around the sculpture, revealing its glossy finish and dynamic poses. In the background, a modern glass building with expansive windows reflects the bright blue sky and nearby high-rises. Metal barricades enclose the sculpture’s plaza, creating a defined public space. The orange figure is positioned frontally, arms extended, while the yellow and blue figures flank it, appearing to interact through their angled limbs. The camera movement is smooth, maintaining focus on the sculpture while subtly showcasing the urban context — including trees, sidewalks, and distant traffic.",
+          "Continuing from the initial orbit, the camera now reveals the rear and side profiles of the sculpture. The yellow figure leans forward dynamically, its elongated limbs suggesting motion, while the blue figure stands upright with arms raised high, dominating the vertical axis. The reflective black base mirrors the vivid colors and shapes above, enhancing the visual depth. As the camera pans further, the modern glass building remains prominent in the background, its surface reflecting the sculpture and surrounding cityscape. Metal barricades are consistently visible along the edges of the plaza, reinforcing the sculpture’s placement within a controlled public area. Pedestrians briefly pass by in the distance, adding subtle life to the scene without distracting from the central artwork.",
+          "Finally, the camera completes its 360-degree journey around the sculpture, returning to a frontal viewpoint but now with tighter framing and greater detail. The orange figure’s bold curves and outstretched posture are emphasized, while the blue and yellow figures frame it symmetrically. The reflective black base catches the light and reflections of the figures, creating a layered visual effect. The modern glass building looms behind, its clean lines contrasting with the organic forms of the sculpture. Metal barricades remain visible at the periphery, grounding the scene in an urban plaza setting. The camera slowly zooms in on the blue figure’s raised arms, capturing the interplay of color, form, and reflection before fading out with the sculpture centered against the city skyline."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle shot of a colorful abstract sculpture featuring three stylized human figures — orange, yellow, and blue — mounted on a reflective black circular base. The camera begins a slow clockwise pan, revealing the glossy surfaces of the figures under bright daylight. Behind them, a modern glass building with large windows reflects the surrounding cityscape. Metal barricades line the edge of the plaza, defining the sculpture’s space. Continuing the clockwise pan, the camera focuses on the orange figure’s dynamic pose — arms outstretched, legs bent — while the yellow figure appears to lean forward beside it. The reflective black base mirrors the vivid colors above. In the background, the modern glass building remains visible, its facade catching glints of sunlight. Metal barricades continue to frame the scene, separating the sculpture from pedestrian walkways.",
+          "20-40%: The camera now reveals the side profile of the sculpture, emphasizing the blue figure’s towering stance with arms raised high. The yellow figure’s elongated limbs create a sense of motion, interacting visually with the orange figure. The reflective black base enhances depth by mirroring the forms. The modern glass building still dominates the backdrop, reflecting the sculpture and distant skyscrapers. Metal barricades remain visible along the plaza’s perimeter. As the camera continues its orbit, the rear view of the sculpture comes into focus. The blue figure’s back is now visible, its arms still raised, while the orange and yellow figures appear intertwined from this angle. The reflective black base captures distorted reflections of the figures and the sky. The modern glass building remains a constant presence, its windows reflecting the urban environment. Metal barricades are still present, guiding pedestrian flow around the artwork.",
+          "40-60%: The camera now pans past the sculpture’s left flank, offering a new perspective where the yellow figure appears to stride forward, its limbs extending dramatically. The orange figure’s curved torso contrasts with the blue figure’s verticality. The reflective black base continues to mirror the scene. In the background, the modern glass building reflects both the sculpture and the bustling city beyond. Metal barricades remain visible, reinforcing the sculpture’s public placement. Continuing the clockwise movement, the camera captures the sculpture from a three-quarter rear angle. The blue figure’s raised arms dominate the upper frame, while the orange and yellow figures appear to support or react to its posture. The reflective black base catches the shifting light and colors. The modern glass building is still visible behind, its reflective surface adding layers to the composition. Metal barricades line the edge of the plaza, subtly guiding viewer attention toward the sculpture.",
+          "60-80%: The camera now approaches the front again, but from a slightly lower angle, emphasizing the sculpture’s scale and the glossy textures of the orange, yellow, and blue figures. The reflective black base mirrors their forms with crisp clarity. The modern glass building frames the scene behind, its clean lines contrasting with the organic shapes of the sculpture. Metal barricades are still visible at the edges, maintaining spatial boundaries around the artwork. The orange figure appears in dynamic motion, arms outstretched, while the yellow figure leans forward as if mid-stride, and the blue figure stands tall with arms raised triumphantly. The camera tilts up slightly to capture the full height of the sculpture against the cityscape, then tilts down to emphasize the reflective black base mirroring the colorful forms above.",
+          "80-100%: Finally, the camera settles into a frontal close-up, focusing on the blue figure’s raised arms and the interplay between all three figures. The reflective black base mirrors their vibrant colors and dynamic poses. The modern glass building looms behind, reflecting the sculpture and the city skyline. Metal barricades remain visible at the periphery. The camera slowly zooms in on the blue figure’s silhouette against the glass facade, ending the video with a tight, detailed shot that emphasizes color, form, and reflection. The video ends with a slow zoom-in on the blue figure’s raised arms, framed by the glass building and city skyline beyond."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle shot of a colorful abstract sculpture featuring three stylized human figures — orange, yellow, and blue — mounted on a reflective black circular base. The camera begins a slow clockwise pan, revealing the glossy surfaces of the figures under bright daylight. Behind them, a modern glass building with large windows reflects the surrounding cityscape. Metal barricades line the edge of the plaza, defining the sculpture’s space.",
+          "Part 2/8: Continuing the clockwise pan, the camera focuses on the orange figure’s dynamic pose — arms outstretched, legs bent — while the yellow figure appears to lean forward beside it. The reflective black base mirrors the vivid colors above. In the background, the modern glass building remains visible, its facade catching glints of sunlight. Metal barricades continue to frame the scene, separating the sculpture from pedestrian walkways.",
+          "Part 3/8: The camera now reveals the side profile of the sculpture, emphasizing the blue figure’s towering stance with arms raised high. The yellow figure’s elongated limbs create a sense of motion, interacting visually with the orange figure. The reflective black base enhances depth by mirroring the forms. The modern glass building still dominates the backdrop, reflecting the sculpture and distant skyscrapers. Metal barricades remain visible along the plaza’s perimeter.",
+          "Part 4/8: As the camera continues its orbit, the rear view of the sculpture comes into focus. The blue figure’s back is now visible, its arms still raised, while the orange and yellow figures appear intertwined from this angle. The reflective black base captures distorted reflections of the figures and the sky. The modern glass building remains a constant presence, its windows reflecting the urban environment. Metal barricades are still present, guiding pedestrian flow around the artwork.",
+          "Part 5/8: The camera now pans past the sculpture’s left flank, offering a new perspective where the yellow figure appears to stride forward, its limbs extending dramatically. The orange figure’s curved torso contrasts with the blue figure’s verticality. The reflective black base continues to mirror the scene. In the background, the modern glass building reflects both the sculpture and the bustling city beyond. Metal barricades remain visible, reinforcing the sculpture’s public placement.",
+          "Part 6/8: Continuing the clockwise movement, the camera captures the sculpture from a three-quarter rear angle. The blue figure’s raised arms dominate the upper frame, while the orange and yellow figures appear to support or react to its posture. The reflective black base catches the shifting light and colors. The modern glass building is still visible behind, its reflective surface adding layers to the composition. Metal barricades line the edge of the plaza, subtly guiding viewer attention toward the sculpture.",
+          "Part 7/8: The camera now approaches the front again, but from a slightly lower angle, emphasizing the sculpture’s scale and the glossy textures of the orange, yellow, and blue figures. The reflective black base mirrors their forms with crisp clarity. The modern glass building frames the scene behind, its clean lines contrasting with the organic shapes of the sculpture. Metal barricades are still visible at the edges, maintaining spatial boundaries around the artwork.",
+          "Part 8/8: Finally, the camera settles into a frontal close-up, focusing on the blue figure’s raised arms and the interplay between all three figures. The reflective black base mirrors their vibrant colors and dynamic poses. The modern glass building looms behind, reflecting the sculpture and the city skyline. Metal barricades remain visible at the periphery. The camera slowly zooms in on the blue figure’s silhouette against the glass facade, ending the video with a tight, detailed shot that emphasizes color, form, and reflection."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Does the orange figure reappear in a similar orientation relative to the modern glass building after the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "d77580a7d20c338a9c9edd0b9a7d1acb8b32c98573d7066c47d3dc3aab0efdb8_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the orange figure maintain its color and position throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847319"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which figure is described as having arms raised triumphantly?",
+          "options": [
+            "A. Orange figure",
+            "B. Yellow figure",
+            "C. Blue figure",
+            "D. All three figures"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847360"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the blue figure's pose remain upright with arms raised throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847372"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "How is the yellow figure described in Segment 2?",
+          "options": [
+            "A. Standing still",
+            "B. Leaning forward dynamically",
+            "C. Sitting down",
+            "D. Facing backward"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847379"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Are surface textures like glossiness and paint finish described as consistent across the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847387"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "What detail is added in the final segment about the sculpture’s surface?",
+          "options": [
+            "A. Rough texture",
+            "B. Slight imperfections on the base",
+            "C. Metallic sheen only",
+            "D. Matte finish"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847393"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree orbit around the sculpture?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847401"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "At which point does the camera return to the initial frontal view?",
+          "options": [
+            "A. After Segment 4",
+            "B. After Segment 6",
+            "C. At the end of Segment 8",
+            "D. Midway through Segment 5"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847407"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the reflective black base mirror the sculpture’s colors and shapes?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847414"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "What is reflected in the modern glass building’s windows?",
+          "options": [
+            "A. Only the sky",
+            "B. The sculpture and surrounding cityscape",
+            "C. The camera operator",
+            "D. Trees and sidewalks only"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847422"
+        },
+        {
+          "question": "Does the orange figure reappear in a similar orientation relative to the modern glass building after the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "12",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the orange figure maintain its color and position throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847319"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Which figure is described as having arms raised triumphantly?",
+          "options": [
+            "A. Orange figure",
+            "B. Yellow figure",
+            "C. Blue figure",
+            "D. All three figures"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847360"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the blue figure's pose remain upright with arms raised throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847372"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "How is the yellow figure described in Segment 2?",
+          "options": [
+            "A. Standing still",
+            "B. Leaning forward dynamically",
+            "C. Sitting down",
+            "D. Facing backward"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847379"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Are surface textures like glossiness and paint finish described as consistent across the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847387"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "What detail is added in the final segment about the sculpture’s surface?",
+          "options": [
+            "A. Rough texture",
+            "B. Slight imperfections on the base",
+            "C. Metallic sheen only",
+            "D. Matte finish"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847393"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree orbit around the sculpture?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847401"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "At which point does the camera return to the initial frontal view?",
+          "options": [
+            "A. After Segment 4",
+            "B. After Segment 6",
+            "C. At the end of Segment 8",
+            "D. Midway through Segment 5"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847407"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the reflective black base mirror the sculpture’s colors and shapes?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847414"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "What is reflected in the modern glass building’s windows?",
+          "options": [
+            "A. Only the sky",
+            "B. The sculpture and surrounding cityscape",
+            "C. The camera operator",
+            "D. Trees and sidewalks only"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847422"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the reflective black base show a mirror image of the orange, yellow, and blue figures when viewed from the front?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt explicitly states that the camera tilts down to emphasize the reflective black base mirroring the colorful forms above, confirming that the reflection includes all three figures.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.516887"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "Which objects should be visible in the reflection of the black base when the camera is at the rear of the sculpture?",
+          "options": [
+            "A. The orange figure's back and the glass building",
+            "B. The blue figure's raised arms and the sky",
+            "C. The yellow figure’s forward-leaning pose and the surrounding cityscape",
+            "D. All three figures and parts of the glass building"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The reflective base mirrors the scene above it. At the rear view (Segment 4), all three figures are visible from that angle, and the glass building reflects the cityscape; thus, their reflections should appear on the base.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.516921"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Does the modern glass building reflect the sculpture when the camera is positioned on the side of the plaza?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt mentions that the glass building's facade occasionally reflects the sculpture itself, indicating that the sculpture appears in the glass reflections during the pan.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.516931"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "What should be reflected in the glass building’s windows when the camera is directly behind the sculpture?",
+          "options": [
+            "A. Only the sky and distant skyscrapers",
+            "B. The full silhouette of the sculpture and the plaza",
+            "C. The metal barricades and pedestrians",
+            "D. The orange figure’s outstretched arms and the blue figure’s raised hands"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "From the rear perspective (Segments 4–6), the sculpture is centered in the frame, so its full form would be visible in the reflective surface of the glass building. The prompt confirms the building reflects both the sculpture and the urban environment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.516939"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "Is the reflection of the blue figure’s raised arms visible in the black base when the camera zooms in on them?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "In Segment 8, the camera focuses on the blue figure’s raised arms while the reflective base is still present. Since the base mirrors the forms above, the arms’ reflection should be visible.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.516945"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "When the camera returns to the initial frontal angle in Segment 3 (Level 2) or Segment 7/8 (Level 3), does the reflection in the black base remain consistent with earlier views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt describes returning to the initial frontal angle with more detail but no mention of environmental changes. Therefore, the reflection should remain consistent with earlier frames, showing the same mirrored figures.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.516956"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "If the camera revisits the same position after a full orbit, how should the reflection in the glass building change?",
+          "options": [
+            "A. It should show the same cityscape as before",
+            "B. It should now include pedestrians who were not there earlier",
+            "C. It should reflect the sculpture from a different angle",
+            "D. It should disappear due to lighting changes"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt describes a consistent urban environment throughout. Unless stated otherwise, the reflection in the glass building should remain unchanged if the camera returns to the same position and time of day.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.516968"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Does the reflection in the glass building update when the camera moves from one side of the sculpture to the other?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "As the camera pans around the sculpture, the relative position between the sculpture and the glass building changes. This alters what part of the sculpture is visible in the glass reflection, so the reflection must update accordingly.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.516976"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "When the camera completes its orbit and returns to the starting point, which reflection should be present in the black base?",
+          "options": [
+            "A. A distorted version of the figures due to motion blur",
+            "B. The same clear reflection of the three figures as at the beginning",
+            "C. Only the blue figure, since it dominates the final shot",
+            "D. The reflection of the sky only"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt indicates that the camera returns to the initial frontal angle with greater detail, but the environment remains stable. Thus, the reflection should match the original state, maintaining content consistency over time.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.516983"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Is the reflection of the yellow figure leaning forward visible in the glass building during Segment 2?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "During Segment 2, the yellow figure is described as leaning forward, and the glass building remains prominent. Since the building reflects the sculpture, this dynamic pose should be visible in the reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.516990"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "As the camera moves from the front to the rear of the sculpture, does the reflection in the black base shift to show the back of the figures?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The base reflects whatever is above it. As the camera moves around, the orientation of the figures changes relative to the base, so the reflection should update to show their rear profiles.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.516998"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "When the camera is on the left flank of the sculpture (Segment 5), what should the reflection in the glass building show?",
+          "options": [
+            "A. The right side of the sculpture and the skyline",
+            "B. The left side of the sculpture and the passing cars",
+            "C. The entire sculpture from a frontal angle",
+            "D. Only the orange figure"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "At the left flank, the camera captures the yellow figure striding forward. The glass building, being in the background, would reflect the left side of the sculpture and nearby elements like traffic, consistent with viewpoint geometry.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.517004"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "Does the reflection in the black base change when the camera tilts down from the top of the sculpture?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt specifies that the camera tilts down to emphasize the base’s reflection. This change in angle allows the viewer to see the reflection clearly, meaning the reflection must become visible and correctly oriented.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.517016"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "From a low-angle shot (Segment 1), what should the reflective black base show?",
+          "options": [
+            "A. The underside of the figures",
+            "B. The sky and the tops of the figures",
+            "C. The full forms of the figures and the ground",
+            "D. The legs of the figures and the sidewalk"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "A low-angle shot positions the camera near the base. The reflection should therefore show the lower portions of the figures and the surrounding pavement, consistent with the viewing angle.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.517023"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "When the camera zooms in on the blue figure’s arms, does the reflection in the base also focus on those arms?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The reflection in the base mirrors the scene above. When the camera zooms in on the blue figure’s arms, the base should reflect that same area, showing a close-up of the arms' reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.517029"
+          }
+        },
+        {
+          "question_id": "38",
+          "type": "multiple_choice",
+          "question": "How should the reflection in the glass building change as the camera moves past the sculpture’s left flank?",
+          "options": [
+            "A. It should show the sculpture from the same angle as before",
+            "B. It should reflect the sculpture from a new perspective, including the yellow figure’s stride",
+            "C. It should only reflect the sky",
+            "D. It should show a blurred image due to motion"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera moves past the left flank, the relative angle between the sculpture and the glass building shifts, so the reflection should update to show the current side view, including the yellow figure’s forward motion.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.517036"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_124fd335d679c1328e7c0cd80ce486d8a62c20afae2b6470c275310b682b8093"
+  },
+  {
+    "task_id": "mem_mipnerf360_a8f137cd302ac277409b1dcd26e4c8a03d8600bc4f6a80af40c71a5a980a98c5_object",
+    "instance_id": "mem_mipnerf360_a8f137cd302ac277409b1dcd26e4c8a03d8600bc4f6a80af40c71a5a980a98c5",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_mipnerf360_a8f137cd302ac277409b1dcd26e4c8a03d8600bc4f6a80af40c71a5a980a98c5.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A pink and white bonsai tree with a dark wooden base sits on a purple knitted cloth-covered table in a room with a red bicycle and a keyboard in the background."
+        ],
+        "level_2": [
+          "A pink and white bonsai tree is centered on a purple knitted cloth-covered table, with a red bicycle partially visible to the left and a keyboard in the background.",
+          "The scene shifts to show more of the room, revealing a window with natural light, a desk with a computer monitor, and a patterned rug beneath the table.",
+          "The camera moves closer to the bonsai tree, highlighting its intricate branches and vibrant flowers, while the background includes a cardboard box and a door."
+        ],
+        "level_3": [
+          "A pink and white bonsai tree with a dark wooden base is placed on a purple knitted cloth-covered table, with a red bicycle leaning against the wall to the left and a keyboard on a stand behind it.",
+          "The camera pans slightly to the right, showing a window with daylight streaming in, a desk with a computer monitor, and a patterned rug on the wooden floor.",
+          "The view shifts to focus more on the bonsai tree, capturing its detailed branches and blossoms, with a cardboard box and a white door visible in the background.",
+          "The camera angle changes to a lower perspective, emphasizing the texture of the purple cloth and the wooden base of the bonsai tree, with the red bicycle wheel in the foreground.",
+          "The final shot shows the bonsai tree from a slightly elevated angle, with the red bicycle fully visible in the background, resting against the wall, and a few magazines lying on the wooden floor nearby."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the bonsai tree retain its color throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the shape of the bonsai tree consistent across different frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the bonsai tree maintain its position on the table?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Are there any instances where the bonsai tree appears to be a different object?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the bonsai tree's identity change due to camera movement or reflections?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "mipnerf360_retry",
+    "category": "spatial_object",
+    "subcategory": "mipnerf360",
+    "source_task": "0320",
+    "original_task_id": "mem_mipnerf360_a8f137cd302ac277409b1dcd26e4c8a03d8600bc4f6a80af40c71a5a980a98c5_object"
+  },
+  {
+    "task_id": "mem_mipnerf360_5f84c46d31489bd1a6b57b7c5c8cbc15280e279f8eb03122abd9362ac7333d13_object",
+    "instance_id": "mem_mipnerf360_5f84c46d31489bd1a6b57b7c5c8cbc15280e279f8eb03122abd9362ac7333d13",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_mipnerf360_5f84c46d31489bd1a6b57b7c5c8cbc15280e279f8eb03122abd9362ac7333d13.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video captures a cluttered kitchen countertop made of dark granite, showcasing a variety of objects including metallic stainless steel bowls with reflective surfaces, orange and red apples in a wooden bowl, blue silicone oven mitts with embossed patterns, a yellow '12 British' egg carton featuring the Union Jack logo, a wooden rolling pin with visible grain, a clear plastic water pitcher, cans of 'Napoleon Chopped Chestnuts', a loaf of bread in a clear plastic bag, and various spices and condiments with labels. The camera pans and tilts across the scene, offering different perspectives of the same general area. Throughout the video, the objects maintain their identity, geometric integrity, texture fidelity, semantic correctness, and appearance consistency, even when partially occluded or re-entering the frame."
+        ],
+        "level_2": [
+          "At the beginning, the camera focuses on a section of the dark granite countertop, highlighting a metallic stainless steel bowl, a wooden rolling pin, and a cluster of orange and red apples in a wooden bowl. Blue silicone oven mitts are placed nearby, and a clear plastic water pitcher is visible in the background. As the camera pans to the middle third, it reveals more of the countertop, including a yellow '12 British' egg carton, a loaf of bread in a clear plastic bag, and several cans of 'Napoleon Chopped Chestnuts'. Toward the end, the camera tilts and pans back to the initial area, ensuring all objects maintain their consistent appearance, color, and texture throughout the movement."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a close-up view of the dark granite countertop, focusing on a metallic stainless steel bowl, a wooden rolling pin, and a wooden bowl filled with orange and red apples. A pair of blue silicone oven mitts rests beside the bowl, and a clear plastic water pitcher is visible in the background. The lighting highlights the reflective surface of the bowl and the grain of the rolling pin.",
+          "20-40%: The camera begins to pan to the right, revealing additional items on the countertop, including a yellow '12 British' egg carton with the Union Jack logo, a loaf of bread in a clear plastic bag, and several cans of 'Napoleon Chopped Chestnuts'. The blue silicone oven mitts remain in view, and the camera movement ensures that the textures and colors of these objects are consistently captured.",
+          "40-60%: Continuing its pan, the camera shifts focus to the left side of the countertop, bringing into view more of the metallic stainless steel bowls and the clear plastic water pitcher. The wooden rolling pin is still visible, and the camera angle changes slightly to provide a different perspective of the apples in the wooden bowl. The overall composition remains cluttered but organized, with each object maintaining its distinct appearance.",
+          "60-80%: The camera pans back toward the center and right side of the countertop, re-emphasizing the '12 British' egg carton, the loaf of bread, and the cans of chestnuts. The blue silicone oven mitts are once again prominently featured, and the camera movement ensures that the Union Jack logo on the egg carton and the embossed patterns on the mitts are clearly visible. The lighting remains consistent, highlighting the textures and colors of the objects.",
+          "80-100%: In the final segment, the camera tilts and pans back to the initial area, revisiting the metallic stainless steel bowl, the wooden rolling pin, and the wooden bowl of apples. The blue silicone oven mitts and the clear plastic water pitcher are also brought back into focus. The video concludes by ensuring that all objects have been consistently represented throughout the entire sequence, maintaining their identity, geometric integrity, texture fidelity, and semantic correctness."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the blue silicone oven mitt maintain its color and shape throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the initial view at 0:08s, does the arrangement of objects match the starting frame?",
+          "options": [
+            "A. Perfectly matches",
+            "B. Slight rearrangement",
+            "C. Significant rearrangement",
+            "D. Unrecognizable"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the '12 British' egg carton consistently visible and identifiable from start to finish?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "During the pan to the right, does the loaf of bread in the plastic bag remain in the same relative position?",
+          "options": [
+            "A. It moves out of frame",
+            "B. It remains static",
+            "C. It shifts slightly but stays recognizable",
+            "D. It becomes unidentifiable"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are the apples in the wooden bowl consistently red and orange, without any apparent color change?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the cylindrical shape of the spice jar remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When viewed from different angles, does the rolling pin appear to have the same length and diameter?",
+          "options": [
+            "A. It appears shorter",
+            "B. It appears longer",
+            "C. It appears distorted",
+            "D. It maintains consistent geometry"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is the metallic sheen on the stainless steel bowl consistent across all views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "Does the wooden bowl containing fruits appear to retain its round shape and proportions?",
+          "options": [
+            "A. It appears flattened",
+            "B. It appears stretched",
+            "C. It retains its shape",
+            "D. It appears tilted unnaturally"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are the edges of the baking tray consistently sharp and defined?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Is the embossed pattern on the blue oven mitt clearly visible in all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "Does the Union Jack logo on the egg carton remain sharp and legible?",
+          "options": [
+            "A. It becomes blurry",
+            "B. It is partially obscured",
+            "C. It remains clear",
+            "D. It disappears"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Are the labels on the spice jars and cans consistently readable?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Does the wood grain on the rolling pin remain visible and consistent?",
+          "options": [
+            "A. It is lost in shadow",
+            "B. It is blurred",
+            "C. It remains distinct",
+            "D. It appears smeared"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Is the glossy reflection on the stainless steel bowl consistent across different lighting conditions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When viewing the egg carton from the side, is the '12 British' text still oriented correctly?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "Does the orientation of the 'Napoleon Chopped Chestnuts' can remain upright and readable?",
+          "options": [
+            "A. It appears upside down",
+            "B. It is sideways",
+            "C. It remains upright",
+            "D. It is rotated 90 degrees"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are the fruits in the wooden bowl shown from a natural, front-facing angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "Does the Union Jack logo on the egg carton maintain its correct orientation when viewed from different angles?",
+          "options": [
+            "A. It rotates with the carton",
+            "B. It remains fixed",
+            "C. It becomes mirrored",
+            "D. It disappears"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Is the text on the spice jar legible from all angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "When the loaf of bread is initially shown and then reappears after being occluded, does it look the same?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "After being partially hidden behind other objects, does the '12 British' egg carton regain its full visibility and clarity?",
+          "options": [
+            "A. It is less clear",
+            "B. It is more clear",
+            "C. It regains full clarity",
+            "D. It is unrecognizable"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the blue oven mitt maintain its appearance when it moves in and out of the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "When the stainless steel bowl is partially covered by another object and then uncovered, is its reflective surface consistent?",
+          "options": [
+            "A. It appears duller",
+            "B. It appears shinier",
+            "C. It remains consistent",
+            "D. It changes color"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Are the apples in the wooden bowl consistently visible and unchanged when they reappear after being occluded?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the metallic stainless steel bowl maintain its identity when it reappears in Segment 5?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:15.107187"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which object must retain its identity across multiple segments due to repeated appearance?",
+          "options": [
+            "A. Wooden rolling pin",
+            "B. Clear plastic water pitcher",
+            "C. Blue silicone oven mitts",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:15.107221"
+        },
+        {
+          "question_id": "28",
+          "type": "multiple_choice",
+          "question": "What aspect of the stainless steel bowl must remain unchanged during camera movement?",
+          "options": [
+            "A. Reflective surface",
+            "B. Color",
+            "C. Shape and proportions",
+            "D. Position"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:15.107240"
+        },
+        {
+          "question_id": "29",
+          "type": "binary",
+          "question": "Are the embossed patterns on the blue silicone oven mitts required to be consistently visible when they reappear?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:15.107248"
+        },
+        {
+          "question_id": "30",
+          "type": "multiple_choice",
+          "question": "Which texture detail is explicitly mentioned as needing consistency?",
+          "options": [
+            "A. Grain of the rolling pin",
+            "B. Logo on the egg carton",
+            "C. Reflection on the bowl",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:15.107255"
+        },
+        {
+          "question_id": "31",
+          "type": "binary",
+          "question": "When the loaf of bread re-enters the frame in Segment 4, must it appear identical to its first appearance?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:15.107261"
+        },
+        {
+          "question_id": "32",
+          "type": "multiple_choice",
+          "question": "What happens to an object when it is occluded and then reappears?",
+          "options": [
+            "A. It may change color",
+            "B. It must recover its original appearance",
+            "C. It can be replaced",
+            "D. It disappears permanently"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:15.107267"
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "Does the camera move back along the same path during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:15.107274"
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "What type of memory is required when the camera returns to the initial area?",
+          "options": [
+            "A. Horizontal loop memory",
+            "B. Path retracing memory",
+            "C. Zoom memory",
+            "D. Vertical perspective memory"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:15.107280"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "mipnerf360",
+    "source_task": "0320",
+    "original_task_id": "mem_mipnerf360_5f84c46d31489bd1a6b57b7c5c8cbc15280e279f8eb03122abd9362ac7333d13_object"
+  },
+  {
+    "task_id": "mem_mipnerf360_575f06997f088dc5824bec5a960459303edd0154e65b3594e29810380ac7ea50_object",
+    "instance_id": "mem_mipnerf360_575f06997f088dc5824bec5a960459303edd0154e65b3594e29810380ac7ea50",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_mipnerf360_575f06997f088dc5824bec5a960459303edd0154e65b3594e29810380ac7ea50.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A circular wooden table with radial slats and a central metal ring sits on a hexagonal stone pavement in a lush garden. A rustic vase filled with dried leaves is placed at the center of the table. The camera slowly pans around the table, capturing it from various angles while maintaining focus on the table's design and the surrounding greenery."
+        ],
+        "level_2": [
+          "The scene opens with a view of the circular wooden table from a slightly elevated angle, showcasing its radial slat design and the central vase with dried leaves. The camera begins to pan to the right, revealing more of the garden's background, including brick walls covered in ivy and various plants. The hexagonal stone pavement beneath the table remains consistent as the camera moves.",
+          "As the camera continues its pan, the focus shifts to the left side of the table, providing a closer look at the intricate details of the wooden slats and the central metal ring. The surrounding garden becomes more prominent, with different types of foliage and a glimpse of a house in the distance. The vase with dried leaves remains a central point of interest.",
+          "The camera completes its pan, offering a top-down view of the table. The radial slats are clearly visible, converging towards the central vase. The hexagonal stone pavement is fully in view, and the garden's greenery surrounds the table, creating a serene and natural setting. The dried leaves in the vase add a touch of rustic charm."
+        ],
+        "level_3": [
+          "The video begins with a close-up of the circular wooden table, highlighting its radial slat design and the central metal ring. A rustic vase containing dried leaves sits prominently in the center. The table is placed on a hexagonal stone pavement, surrounded by lush green grass and various plants. The camera starts to pan slowly to the right, revealing a brick wall covered in ivy and a glimpse of a house in the background.",
+          "As the camera continues its pan, it captures the left side of the table, emphasizing the detailed craftsmanship of the wooden slats and the central metal ring. The surrounding garden becomes more visible, with different types of foliage and a small fence in the distance. The vase with dried leaves remains a focal point, adding a natural element to the scene.",
+          "The camera movement progresses, providing a more comprehensive view of the garden. The table's design is showcased from multiple angles, with the radial slats converging towards the central vase. The hexagonal stone pavement beneath the table is fully visible, and the garden's greenery frames the scene beautifully. The dried leaves in the vase continue to add a rustic touch.",
+          "The camera completes its pan, offering a top-down perspective of the table. The radial slats are clearly defined, leading the eye towards the central vase. The hexagonal stone pavement is prominently displayed, and the garden's lush greenery surrounds the table, creating a tranquil and inviting atmosphere. The dried leaves in the vase remain a constant element, enhancing the natural aesthetic.",
+          "The final shot focuses on the table from directly above, capturing the intricate details of the wooden slats and the central metal ring. The vase with dried leaves is centered, and the hexagonal stone pavement is fully in view. The surrounding garden, with its diverse plant life, completes the serene setting. The camera remains steady, allowing the viewer to appreciate the table's design and the peaceful garden environment."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Is the circular wooden table consistently identifiable across different camera views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the central vase with dried leaves maintain its identity and position on the table?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are there any distortions in the geometric integrity of the table from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Do the surface details of the table and vase remain consistent across all views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are the views from different angles semantically correct and do they accurately represent the main object?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "mipnerf360_full_regen",
+    "category": "spatial_object",
+    "subcategory": "mipnerf360",
+    "source_task": "0320",
+    "original_task_id": "mem_mipnerf360_575f06997f088dc5824bec5a960459303edd0154e65b3594e29810380ac7ea50_object"
+  },
+  {
+    "task_id": "mem_mipnerf360_5f84c46d31489bd1a6b57b7c5c8cbc15280e279f8eb03122abd9362ac7333d13_spatial",
+    "instance_id": "mem_mipnerf360_5f84c46d31489bd1a6b57b7c5c8cbc15280e279f8eb03122abd9362ac7333d13",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_mipnerf360_5f84c46d31489bd1a6b57b7c5c8cbc15280e279f8eb03122abd9362ac7333d13.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video captures a dynamic exploration of a cluttered kitchen countertop, showcasing various food items and appliances such as metal mixing bowls, butternut squash, blue oven mitts, an egg carton, and a blender. The camera performs a horizontal loop-like motion, panning and tilting across the scene while occasionally zooming in and out. As it retraces its path, the video revisits similar areas of the countertop, allowing for consistency checks on object positions and spatial relationships. Background elements, including cabinets and a window view, are intermittently revealed and re-entered as the camera moves, requiring attention to environmental continuity."
+        ],
+        "level_2": [
+          "At the beginning, the camera focuses on the left side of the countertop, highlighting a large metal mixing bowl, butternut squash, and a blue oven mitt. It then pans rightward, revealing more items like an egg carton, a bag of chips, and a blender. In the middle, the camera continues its horizontal movement, exploring the center and right sections of the countertop, including a wooden bowl with fruits and a can of soda. Toward the end, the camera retraces its path, revisiting earlier areas and providing a comprehensive overview of the entire countertop, ensuring spatial and environmental consistency."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a close-up view of the left side of the countertop, focusing on a large metal mixing bowl, several butternut squashes, and a blue oven mitt. The camera begins its horizontal pan to the right, capturing the initial layout of the scene.",
+          "20-40%: As the camera continues its pan, it reveals more items on the countertop, including an egg carton, a bag of chips, and a blender. The focus shifts toward the center of the countertop, showcasing additional objects like a wooden bowl with fruits and a can of soda.",
+          "40-60%: The camera reaches the right side of the countertop, displaying a variety of items such as a loaf of bread in a plastic bag, a knife, and a bag of pasta. It then begins to retrace its path, moving back toward the left side of the countertop.",
+          "60-80%: The camera retraces its earlier path, revisiting the center and left sections of the countertop. It captures the same objects from slightly different angles, emphasizing the consistency of their positions and the overall layout of the scene.",
+          "80-100%: Toward the end, the camera completes its loop by returning to the starting point on the left side of the countertop. It provides a final overview of the entire scene, ensuring that all spatial relationships and background elements remain consistent with the earlier views."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera revisit the initial view of the metal mixing bowl and butternut squash after panning away?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary direction of camera movement during the first few seconds?",
+          "options": [
+            "A. Clockwise horizontal pan",
+            "B. Counter-clockwise horizontal pan",
+            "C. Vertical tilt only",
+            "D. Zigzag pattern"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is there evidence of the camera completing a full 360-degree horizontal rotation around the central area of the countertop?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "After the initial pan, which object reappears in the frame as the camera returns to a previous angle?",
+          "options": [
+            "A. The blue oven mitts",
+            "B. The egg carton",
+            "C. The blender",
+            "D. The fruit bowl"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the relative position of the butternut squash and the metal bowl remain consistent when the camera revisits that area?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "When the camera retraces its path, do the objects on the countertop appear in the same relative positions as before?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which object is consistently visible in the foreground during multiple camera retracements?",
+          "options": [
+            "A. The rolling pin",
+            "B. The blue oven mitts",
+            "C. The egg carton",
+            "D. The fruit bowl"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera return to the exact same viewpoint after panning left and then right?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "During the camera's retraced path, what remains constant in terms of object visibility?",
+          "options": [
+            "A. The presence of the blender",
+            "B. The presence of the blue oven mitts",
+            "C. The presence of the egg carton",
+            "D. The presence of the fruit bowl"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are there any noticeable changes in the arrangement of items on the countertop between the first and subsequent views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "When the camera re-enters the background area previously seen on the left side of the frame, are the wooden cabinets and stove still visible and unchanged?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "What remains consistent in the background when the camera revisits the area behind the fruit bowl?",
+          "options": [
+            "A. The potted plant",
+            "B. The kitchen utensils",
+            "C. The window view",
+            "D. The stove and cabinets"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Is the reflection of the kitchen appliances in the glass surface consistent when the camera revisits the same area?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Which background element re-enters the frame and remains visually consistent upon re-entry?",
+          "options": [
+            "A. The blue oven mitts",
+            "B. The egg carton",
+            "C. The kitchen cabinets",
+            "D. The fruit bowl"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the lighting and shadow pattern on the countertop remain consistent when the camera revisits the same area?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When the camera zooms in on the fruit bowl, do the fruits appear larger but maintain their relative proportions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "After zooming out from the countertop, do the objects appear smaller but retain their original spatial relationships?",
+          "options": [
+            "A. Yes",
+            "B. No",
+            "C. Partially",
+            "D. It depends on the object"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Does the size of the blue oven mitts appear consistent when viewed from different zoom levels?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "When the camera zooms in on the egg carton, does it appear disproportionately large compared to other nearby objects?",
+          "options": [
+            "A. Yes",
+            "B. No",
+            "C. Slightly",
+            "D. It depends on the zoom level"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Is there any evidence of distortion or inconsistent scaling when the camera transitions between zoom levels?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "mipnerf360",
+    "source_task": "0320",
+    "original_task_id": "mem_mipnerf360_5f84c46d31489bd1a6b57b7c5c8cbc15280e279f8eb03122abd9362ac7333d13_spatial"
+  },
+  {
+    "task_id": "mem_tnt_5c230d78880b8c91f83954320759a4299ec025506ae677331c26e6220c455d3f_object",
+    "instance_id": "mem_tnt_5c230d78880b8c91f83954320759a4299ec025506ae677331c26e6220c455d3f",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_5c230d78880b8c91f83954320759a4299ec025506ae677331c26e6220c455d3f.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A camera slowly orbits around a bronze family statue situated in a serene campus courtyard. The statue, featuring a kneeling man reaching up to a standing woman holding a child, is crafted with detailed drapery and exhibits a dark bronze color with greenish patina on certain areas. The base of the statue bears inscriptions: 'IN CELEBRATION OF FAMILY' and the names 'Louis and Dorina Bruteau'. As the camera moves, various perspectives highlight the emotional bond depicted in the statue's pose, while the background reveals a well-maintained environment with brick pathways, wooden benches, lush green hedges, palm trees, and distant buildings. Pedestrians occasionally walk by, adding life to the tranquil setting."
+        ],
+        "level_2": [
+          "The video begins with a close-up view of the bronze family statue, focusing on the intricate details of the figures—a kneeling man, a standing woman holding a child, and their expressive poses. The camera starts its orbit from the side, gradually revealing more of the circular courtyard, including wooden benches, manicured hedges, and a tall palm tree. As the camera continues its movement, the full base of the statue comes into view, displaying the inscriptions 'IN CELEBRATION OF FAMILY' and the names 'Louis and Dorina Bruteau'. The middle portion of the video showcases the statue from multiple angles, emphasizing the texture of the bronze and the emotional depth of the scene, with the background transitioning from a building entrance to open green spaces and pathways.",
+          "In the middle section, the camera has completed half of its orbit around the statue, now showing it from the opposite side. The focus remains on the statue's detailed craftsmanship, particularly the flowing robes and the tender interaction between the figures. The background features a mix of architectural elements, including a building with large windows and a red-tiled roof, as well as more greenery and additional benches. The camera continues to move smoothly, maintaining a steady pace that allows viewers to appreciate the statue's form and the surrounding environment. Pedestrians can be seen walking along the pathways in the distance, contributing to the sense of a living, breathing space.",
+          "Toward the end of the video, the camera completes its full orbit, returning to the initial viewpoint near the building entrance. The final perspective offers a comprehensive view of the statue, highlighting both the front and back details, including the inscriptions on the base. The surrounding area is shown in its entirety, with the brick-paved courtyard, benches, and lush landscaping creating a harmonious setting. The video concludes with a lingering shot of the statue, capturing the interplay of light and shadow on its surface, and the peaceful ambiance of the campus environment."
+        ],
+        "level_3": [
+          "The video opens with a close-up of the bronze family statue, capturing the kneeling man, standing woman, and child in a moment of familial connection. The camera begins its slow orbit from the left side, revealing the circular courtyard with wooden benches, a tall palm tree, and neatly trimmed hedges. The initial angle emphasizes the statue's detailed drapery and the greenish patina on the bronze, while the background shows a building entrance with large glass windows.",
+          "As the camera moves to the right, it continues its orbit, showcasing the statue from different angles. The middle section focuses on the base of the statue, where the inscriptions 'IN CELEBRATION OF FAMILY' and 'Louis and Dorina Bruteau' are clearly visible. The background transitions to include more greenery, a pathway, and distant buildings with red-tiled roofs. The smooth camera movement allows for a continuous appreciation of the statue's texture and the serene campus setting.",
+          "The camera continues its orbit, now showing the statue from the rear, highlighting the flowing robes and the tender pose of the figures. The background features a mix of architectural elements, including a building with large windows and a red-tiled roof, as well as more greenery and additional benches. The camera maintains a steady pace, ensuring that the viewer can fully appreciate the statue's form and the surrounding environment.",
+          "As the camera completes its orbit, it returns to the initial viewpoint near the building entrance. The final segment focuses on the front of the statue, capturing the interplay of light and shadow on its surface. The surrounding area is shown in its entirety, with the brick-paved courtyard, benches, and lush landscaping creating a harmonious setting. Pedestrians can be seen walking along the pathways in the distance, adding life to the tranquil scene.",
+          "The video concludes with a lingering shot of the statue, capturing the emotional depth of the scene and the peaceful ambiance of the campus environment. The final perspective offers a comprehensive view of the statue, highlighting both the front and back details, including the inscriptions on the base. The surrounding area is shown in its entirety, with the brick-paved courtyard, benches, and lush landscaping creating a harmonious setting."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the statue retain its recognizable form (three human figures in specific poses) from all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "When viewed from directly behind, does the statue still represent the same family group (man, woman, child)?",
+          "options": [
+            "A. Yes, the forms are clearly distinguishable",
+            "B. No, the forms merge into an indistinct shape",
+            "C. The child is no longer visible",
+            "D. The man and woman switch positions"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the inscriptions on the base consistently legible from all viewing angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "From the side view, can you still identify the statue as the same object shown from the front?",
+          "options": [
+            "A. Yes, the proportions and poses are consistent",
+            "B. No, the perspective makes it look like a different statue",
+            "C. The child figure is missing",
+            "D. The man appears to be standing"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the overall color and patina of the bronze remain consistent across different lighting conditions and angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the statue's form appear warped or stretched at any point during the camera movement?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When the camera is closest to the statue, do the proportions of the figures (man, woman, child) appear accurate?",
+          "options": [
+            "A. Yes, they are proportionally correct",
+            "B. No, the figures appear disproportionate",
+            "C. The child looks disproportionately large",
+            "D. The man appears unnaturally tall"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is there any evidence of the statue's geometry being altered by the camera movement (e.g., fisheye effect distorting the shapes)?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "From the 360-degree orbit, does the statue's three-dimensional form remain stable and correctly represented?",
+          "options": [
+            "A. Yes, the form is consistently stable",
+            "B. No, the form appears inconsistent from different sides",
+            "C. The child figure disappears at certain angles",
+            "D. The woman's figure becomes unrecognizable"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the statue's base remain level and properly oriented throughout the camera movement?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Are the details in the drapery of the clothing (folds, creases) consistently visible and sharp from all angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When viewing the inscriptions on the base from different angles, are the letters consistently clear and readable?",
+          "options": [
+            "A. Yes, the text remains sharp and legible",
+            "B. No, the text becomes blurry or unreadable",
+            "C. The text is only clear from the front",
+            "D. The text appears reversed"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the greenish patina on the bronze surface appear consistently across different parts of the statue?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "As the camera moves closer to the statue, do the fine textures (e.g., hair, fabric folds) become more detailed and sharper?",
+          "options": [
+            "A. Yes, finer details are revealed",
+            "B. No, the details become less distinct",
+            "C. The texture appears smoothed out",
+            "D. The texture becomes artificially enhanced"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Are there any instances where the statue's surface texture appears inconsistent or distorted due to camera movement?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When viewed from behind, does the statue still depict a mother, father, and child, or does it appear as a different scene?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "From the side view, is the child positioned between the man and woman, or does it appear separately?",
+          "options": [
+            "A. The child is between them, maintaining the family grouping",
+            "B. The child appears separate from the couple",
+            "C. The child is no longer visible",
+            "D. The child switches places with the man"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Does the statue ever show a part of the object that contradicts its known structure (e.g., a second face on the back)?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "When viewed from below, does the statue maintain the correct orientation of the figures (e.g., the man is still kneeling)?",
+          "options": [
+            "A. Yes, the orientation is semantically correct",
+            "B. No, the figures appear inverted",
+            "C. The man appears standing",
+            "D. The child is upside down"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Are the relative positions of the figures (man kneeling, woman standing, child held) preserved from all angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the statue consistently depict a kneeling man, standing woman, and child throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:44.425561"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which figures are consistently present in all segments of the video?",
+          "options": [
+            "A. A man, woman, and child",
+            "B. Two men and a child",
+            "C. A woman and two children",
+            "D. Three adults"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:44.425584"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Is the greenish patina on the bronze statue visible and consistent across multiple angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:44.425591"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "What detail is emphasized as remaining consistent across views?",
+          "options": [
+            "A. The color of the sky",
+            "B. The texture of the drapery",
+            "C. The size of the benches",
+            "D. The number of pedestrians"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:44.425596"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Are the emotional expressions and interactions between the figures preserved across different camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:44.425600"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the camera complete a full orbit and return to the initial viewpoint?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:44.425605"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Where does the camera start and end its orbit?",
+          "options": [
+            "A. Near the building entrance",
+            "B. At the back of the statue",
+            "C. By the palm tree",
+            "D. In front of a bench"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:44.425609"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Do background elements like the building entrance and palm tree reappear consistently when the camera returns to the starting point?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:44.425613"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "Which background feature is consistently shown at both the beginning and end of the video?",
+          "options": [
+            "A. Red-tiled roof",
+            "B. Building entrance with glass windows",
+            "C. Wooden bench",
+            "D. Child playing"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:44.425617"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_5c230d78880b8c91f83954320759a4299ec025506ae677331c26e6220c455d3f_object"
+  },
+  {
+    "task_id": "mem_tnt_347b192573971cc541124018fe08d0198d80de2b7133ef1be6bf93a51771450e_object",
+    "instance_id": "mem_tnt_347b192573971cc541124018fe08d0198d80de2b7133ef1be6bf93a51771450e",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_347b192573971cc541124018fe08d0198d80de2b7133ef1be6bf93a51771450e.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A dynamic video showcasing a large, dark metallic bronze horse statue in a rearing pose, with its front left leg raised and detailed mane and tail. The statue is mounted on a light beige rectangular pedestal featuring a plaque with text. The camera smoothly orbits around the statue, capturing it from various angles against a backdrop of a well-maintained campus-like setting with green lawns, palm trees, modern buildings, and a visible street with parked cars and pedestrians. The reflective surface of the bronze captures the surrounding environment, emphasizing texture fidelity and geometric integrity as the viewpoint changes."
+        ],
+        "level_2": [
+          "The video opens with a close-up view of the bronze horse statue, highlighting its rearing pose and intricate details such as the flowing mane and muscular anatomy. The camera begins to pan around the statue, revealing the light beige pedestal with a plaque inscribed with text. As the orbit continues, the background comes into view, showcasing a serene campus environment with lush green grass, tall palm trees, and modern architectural buildings. The reflective bronze surface mirrors the surroundings, maintaining consistent identity and texture throughout the movement.",
+          "In the middle section, the camera continues its smooth circular motion around the statue, offering a comprehensive view of its dynamic form from multiple perspectives. The focus remains on the statue's geometric integrity, ensuring that its proportions and shape remain consistent despite the changing angles. The background reveals more of the campus setting, including pathways, additional greenery, and distant buildings, all while the reflective quality of the bronze continues to capture the light and details of the environment.",
+          "Toward the end, the camera completes its orbit, returning to a view similar to the opening shot but from a slightly different angle. The full context of the statue's placement within the campus is now clear, with the street, parked cars, and pedestrians visible in the distance. The video emphasizes the statue's identity persistence, with the reflective surface consistently capturing the vibrant surroundings. The final frames provide a lingering appreciation of the statue's artistry and its harmonious integration into the environment."
+        ],
+        "level_3": [
+          "The video begins with a close-up of the bronze horse statue, focusing on its rearing pose and detailed features like the mane and tail. The camera starts to pan, revealing the light beige pedestal with a plaque. The initial movement sets the stage for the exploration of the statue's reflective surface and the surrounding campus environment, which includes green lawns and palm trees.",
+          "As the camera continues to move, it captures the statue from various angles, emphasizing its geometric integrity and the consistency of its shape. The background becomes more visible, showing modern buildings and pathways within the campus. The reflective bronze surface mirrors the environment, maintaining texture fidelity and providing a dynamic interplay of light and shadow.",
+          "The camera further orbits around the statue, offering a comprehensive view of its form and the surrounding area. The focus remains on the statue's identity persistence, with the reflective surface continuously capturing the details of the environment. The background reveals more of the campus, including additional greenery and distant buildings, enhancing the sense of place.",
+          "In the next phase, the camera completes its circular motion, bringing the viewer closer to the statue once again. The full context of the statue's placement within the campus is now evident, with the street, parked cars, and pedestrians visible in the distance. The reflective quality of the bronze continues to highlight the vibrant surroundings, ensuring a cohesive visual experience.",
+          "The video concludes with a final orbit around the statue, returning to a view similar to the opening shot but from a slightly different angle. The complete appreciation of the statue's artistry and its harmonious integration into the environment is emphasized, with the reflective surface consistently capturing the light and details of the surroundings. The final frames leave a lasting impression of the statue's dynamic presence and the serene campus setting."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the statue retain its dark metallic bronze appearance from all viewing angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "When viewed from directly behind, does the statue still clearly represent a horse?",
+          "options": [
+            "A. Yes, showing the back of the horse",
+            "B. No, it looks like a different animal",
+            "C. It's unrecognizable",
+            "D. Only the front is visible"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the rearing pose of the horse consistent across all camera movements?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "When the camera zooms in closely on the front of the statue, are the details of the mane and facial features sharp and clear?",
+          "options": [
+            "A. Very sharp and clear",
+            "B. Slightly blurred",
+            "C. Indistinct",
+            "D. Unrecognizable"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the statue appear to have the same physical properties (e.g., solidity, reflective surface) when viewed from close-up versus far away?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the horse's body appear proportionally correct from all angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When the camera is very close to the side of the statue, does the horse's form look stretched or warped?",
+          "options": [
+            "A. Yes, it appears stretched",
+            "B. No, it maintains its proportions",
+            "C. It's too blurry to tell",
+            "D. It looks like a different object"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is the rearing posture of the horse maintained without any apparent deformation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "From a low-angle shot looking up at the horse, does the structure of the statue appear stable and intact?",
+          "options": [
+            "A. Yes, perfectly stable",
+            "B. No, it seems unstable",
+            "C. It's unclear",
+            "D. It appears to be breaking apart"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the statue's base (the pedestal) maintain its rectangular shape and position relative to the horse throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Are the reflections on the statue's surface consistent with its metallic material?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When the camera is closest to the statue, are the fine details of the horse's mane and tail visible?",
+          "options": [
+            "A. Yes, very detailed",
+            "B. No, they are smoothed out",
+            "C. They are indistinct",
+            "D. They are missing"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Is the plaque on the front of the pedestal consistently readable from different distances?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "As the camera moves, do the highlights and shadows on the statue's surface change smoothly without artifacts?",
+          "options": [
+            "A. Yes, naturally",
+            "B. No, there are unnatural artifacts",
+            "C. The texture becomes washed out",
+            "D. The texture becomes overly dark"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the overall reflective quality of the bronze material remain consistent across all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "From the rear view, does the object still clearly represent the back of a horse?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "When viewed from the side, does the statue resemble a horse in profile?",
+          "options": [
+            "A. Yes, perfectly",
+            "B. No, it looks like a camel",
+            "C. It's ambiguous",
+            "D. It looks like a human figure"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Is the statue never shown from an angle that makes it look like a completely different animal or object?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "When the camera is directly above the statue, what does it predominantly show?",
+          "options": [
+            "A. The top of the horse's head and mane",
+            "B. The underside of the horse",
+            "C. A bird's-eye view of the pedestal",
+            "D. A flat, two-dimensional shape"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Does the statue ever appear to have a second face or multiple faces when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the prompt require the horse statue to maintain its identity across all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:09.524940"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the requirement for the horse statue's identity?",
+          "options": [
+            "A. It should change appearance based on lighting",
+            "B. It should remain visually consistent across views",
+            "C. It should morph into another object",
+            "D. It should disappear when occluded"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:09.524975"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Is it required that the horse statue maintains correct proportions during the camera orbit?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:09.524987"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "What aspect of the statue must remain stable during the camera movement?",
+          "options": [
+            "A. Its color",
+            "B. Its size relative to background",
+            "C. Its geometric structure",
+            "D. Its reflection only"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:09.524994"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Must the intricate details of the horse's mane and tail remain visible and consistent?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:09.525002"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the camera complete a full orbit and return to a view similar to the start?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:09.525010"
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "When the camera returns to a previous angle, must the background remain consistent?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:09.525031"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Does the reflective surface of the bronze horse statue show the surrounding campus environment, including palm trees, buildings, and green lawns?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt explicitly states that the reflective bronze surface mirrors the surroundings, capturing details of the environment such as palm trees, modern buildings, and green lawns, indicating content consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517670"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "Which of the following objects should be visible in the reflection of the bronze horse statue when the camera is positioned on the side facing the street?",
+          "options": [
+            "A. The plaque on the pedestal",
+            "B. Pedestrians and parked cars",
+            "C. The rear legs of the horse",
+            "D. The sky above the statue"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "When the camera faces the side toward the street, the reflection should include elements from that direction—pedestrians and parked cars—as described in Segment 3 and Level 2/3 prompts. The plaque and rear legs are not in the reflected field of view from that angle.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517705"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Is the reflection of the modern buildings visible when the camera orbits to the side of the statue facing those structures?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "As the camera moves around the statue, it reveals modern buildings in the background (Segment 2), and the prompt emphasizes that the reflective surface captures the environment. Therefore, the buildings should appear in the reflection when facing them.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517722"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "What should be reflected in the statue’s surface when the camera is directly behind the horse, looking forward?",
+          "options": [
+            "A. The back of the pedestal and the plaque",
+            "B. The front of the horse and the approaching path",
+            "C. The distant buildings and palm trees",
+            "D. The camera operator"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "From behind the horse, the reflection would logically show the front of the statue and the forward-facing environment, such as the path leading up to it. The plaque is on the front face of the pedestal, so it wouldn't be visible from behind. The reflection must align with the actual spatial orientation.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517730"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Does the reflection include pedestrians and parked cars only when they are visible in the actual scene?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt describes pedestrians and cars appearing in the distance during later segments. Since reflections must mirror real-world visibility, these objects should only appear in the reflection when they are actually present in the scene.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517736"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "When the camera returns to a view similar to the opening shot in Segment 5, does the reflection still show the same environmental elements as seen at the beginning?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt notes that the final frames return to a view similar to the opening but from a slightly different angle. Since the environment remains consistent across time, the reflection should also remain temporally consistent unless the scene changes.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517765"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "If the camera completes its orbit and returns to a previous position, how should the reflection change?",
+          "options": [
+            "A. It should be identical to the earlier reflection",
+            "B. It should be darker due to lighting shift",
+            "C. It should reflect new objects not previously seen",
+            "D. It should fade out"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Since the environment is static and no temporal changes (e.g., moving clouds or people) are mentioned, returning to the same viewpoint should result in an identical reflection, assuming no external changes occurred.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517772"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "Does the reflection maintain consistency across all segments (Level 2 and Level 3) when the same environment is visible?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Both Level 2 and Level 3 describe the same environment and camera movement. The prompt emphasizes identity persistence and consistent reflection throughout, implying temporal stability in the reflection content.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517779"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "In Segment 1, the reflection shows palm trees and grass. In Segment 4, the same area is visible again. What should the reflection show?",
+          "options": [
+            "A. Only the horse’s features",
+            "B. Palm trees and grass, consistent with Segment 1",
+            "C. A distorted version of the scene",
+            "D. The sky and clouds only"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Since the environment hasn’t changed between Segment 1 and Segment 4, and the camera revisits the same area, the reflection must remain consistent. The prompt emphasizes 'identity persistence' and 'consistent reflection,' supporting this answer.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517785"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "If the lighting conditions were to change over time, would the reflection update accordingly? (Assume based on prompt logic)",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Although the prompt doesn’t mention changing light, reflections are inherently dependent on lighting. If lighting shifted, the reflection would need to update. However, since the prompt implies stable lighting (no mention of time-of-day shifts), the reflection remains consistent across time.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517792"
+          }
+        },
+        {
+          "question_id": "38",
+          "type": "binary",
+          "question": "As the camera moves around the statue, does the reflection update to show the correct portion of the environment from each new angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt states that the camera smoothly orbits and the reflective surface captures the surrounding environment. This implies dynamic updating of the reflection based on camera viewpoint, ensuring viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517799"
+          }
+        },
+        {
+          "question_id": "39",
+          "type": "multiple_choice",
+          "question": "When the camera is on the left side of the statue, what part of the environment should be reflected?",
+          "options": [
+            "A. The right side of the campus and buildings",
+            "B. The left side of the campus and nearby palm trees",
+            "C. The back of the statue and the pedestal",
+            "D. The sky only"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "From the left side, the reflection should show the environment to the left of the statue. Based on the description, this includes nearby palm trees and parts of the campus. The reflection must match the actual spatial arrangement.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517806"
+          }
+        },
+        {
+          "question_id": "40",
+          "type": "binary",
+          "question": "When the camera moves from a close-up to a wide-angle view, does the reflection expand to include more of the surrounding environment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera pulls back, more of the environment becomes visible, and the reflective surface should capture a broader view. The prompt mentions increasing visibility of the campus, which supports expanding reflection content.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517812"
+          }
+        },
+        {
+          "question_id": "41",
+          "type": "multiple_choice",
+          "question": "If the camera returns to the original position after completing a full orbit, should the reflection appear exactly as it did at the start?",
+          "options": [
+            "A. Yes, if the environment hasn’t changed",
+            "B. No, because the camera is now slightly higher",
+            "C. Yes, even if the camera height changed",
+            "D. No, because the reflection always distorts"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt says the final view is 'similar to the opening shot but from a slightly different angle.' This suggests minor positional differences, but if the environment is unchanged, the reflection should be nearly identical. Minor variations may occur due to angle, but overall consistency is expected.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517823"
+          }
+        },
+        {
+          "question_id": "42",
+          "type": "binary",
+          "question": "Does the reflection accurately depict the relative positions of objects (e.g., buildings behind palm trees) when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt emphasizes geometric integrity and texture fidelity, suggesting that reflections must respect spatial relationships. Thus, the reflection should correctly show depth and object placement relative to the viewer’s angle.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517830"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_347b192573971cc541124018fe08d0198d80de2b7133ef1be6bf93a51771450e_object"
+  },
+  {
+    "task_id": "mem_tnt_a4764f2ff7a08c7d8dae83b3891516592f4b7eb732e6e4e645a235b8aa04138f_object",
+    "instance_id": "mem_tnt_a4764f2ff7a08c7d8dae83b3891516592f4b7eb732e6e4e645a235b8aa04138f",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_a4764f2ff7a08c7d8dae83b3891516592f4b7eb732e6e4e645a235b8aa04138f.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a classical-style monument situated in a park setting. The monument features a white marble base with multiple tiers and steps, supporting four fluted columns that form an open-air, columned structure. Within this structure is a bronze seated statue of a figure, centrally positioned. An inscription panel is visible on the front face of the base, and decorative sculptural elements, including a spire and winged figures, adorn the top. The camera moves around the monument, capturing it from various angles and distances, highlighting its geometric integrity and texture fidelity. The surrounding environment includes grassy areas, trees, and pathways, with lighting conditions changing throughout the video, from overcast to sunlit scenes."
+        ],
+        "level_2": [
+          "At the beginning, the video focuses on the lower portion of the monument, revealing its white marble base with tiered steps. The camera slowly tilts upward, unveiling the four fluted columns and the bronze seated statue within the open-air structure. The inscription panel on the base becomes visible as the camera continues to ascend. In the middle, the camera pans around the monument, showing the decorative sculptural elements at the top, including a spire and winged figures. The surrounding park environment, with its green grass, trees, and pathways, is consistently present. Toward the end, the video captures the monument from a higher angle, emphasizing its full height and the interplay of light and shadow on its surface, with the sky transitioning from overcast to clearer, sunlit conditions.",
+          "In the first third, the video begins with a close-up of the monument's base, gradually moving upwards to reveal the intricate details of the white marble structure and the bronze statue. The middle section shows the camera circling the monument, providing a comprehensive view of its design, including the inscription panel and the ornate top decorations. The final third focuses on the upper part of the monument, capturing the spire and winged figures against the sky, with the surrounding park landscape framing the scene. The lighting shifts subtly, enhancing the textures and contours of the monument.",
+          "The video starts by focusing on the lower steps and base of the monument, highlighting the white marble construction and the inscription panel. As the camera moves upward, the four fluted columns and the central bronze statue come into view, showcasing the monument's classical design. The middle part of the video captures the monument from various angles, emphasizing the decorative elements at the top and the surrounding park environment. In the final third, the camera ascends further, presenting a full view of the monument against the sky, with the lighting conditions changing to reflect different times of day."
+        ],
+        "level_3": [
+          "The video opens with a close-up of the monument's base, focusing on the white marble steps and the inscription panel. The camera slowly tilts upward, revealing the four fluted columns and the bronze seated statue within the open-air structure. The initial frames capture the monument from a low angle, emphasizing its grandeur and the detailed craftsmanship of the marble.",
+          "As the video progresses, the camera begins to pan around the monument, providing a 360-degree view of its design. The middle frames highlight the decorative sculptural elements at the top, including the spire and winged figures, while also showcasing the surrounding park environment with its lush greenery and pathways. The lighting remains consistent, with a mix of overcast and sunlit conditions.",
+          "In the next segment, the camera continues to circle the monument, focusing on the upper sections and the intricate details of the sculptures. The frames capture the monument from various angles, emphasizing its geometric integrity and the texture of the marble. The background remains a serene park setting, with trees and pathways visible throughout.",
+          "Toward the end of this segment, the camera ascends to capture the full height of the monument, showcasing the spire and winged figures against the sky. The lighting shifts to a brighter, sunlit condition, highlighting the monument's details and creating dynamic shadows. The surrounding park environment remains a constant backdrop, adding to the overall composition.",
+          "The final segment focuses on the monument from a high angle, capturing the interplay of light and shadow on its surface. The camera then moves to a lower angle, providing a comprehensive view of the entire monument against the sky. The video concludes with a wide shot of the monument in its entirety, framed by the park's greenery and pathways, under varying lighting conditions."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the monument retain its white marble color and bronze statue appearance throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the initial viewpoint after panning around the monument, does the monument appear identical to its original state?",
+          "options": [
+            "A. Completely identical",
+            "B. Slightly different due to lighting",
+            "C. Noticeably altered",
+            "D. Unrecognizable"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the key visual features (columns, statue, inscription) consistently visible and recognizable from all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "If the video looped back to the starting frame, would the monument look exactly the same as it did at the beginning?",
+          "options": [
+            "A. Yes, pixel-for-pixel identical",
+            "B. Visually identical but with minor lighting differences",
+            "C. Different due to occlusion",
+            "D. Unidentifiable"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the monument's identity remain consistent even when partially obscured by trees or other elements in the background?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the monument's structure appear geometrically consistent when viewed from the front versus the side?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When the camera tilts up to show the top of the monument, does the spire and winged figures maintain their correct proportions and spatial relationships?",
+          "options": [
+            "A. Perfectly maintained",
+            "B. Slightly distorted",
+            "C. Noticeably warped",
+            "D. Unrecognizable"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is there any apparent stretching or compression of the monument's form as the camera moves closer or farther away?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "How does the monument's geometry appear when viewed from directly below compared to a frontal view?",
+          "options": [
+            "A. Identical",
+            "B. Slightly foreshortened",
+            "C. Significantly distorted",
+            "D. Unrecognizable"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the monument's base, columns, and statue maintain their relative positions and shapes throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Is the text on the inscription panel legible from the front view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When the camera is close to the base, are the fine details of the marble texture and the bronze statue's surface clearly visible?",
+          "options": [
+            "A. Very clear",
+            "B. Somewhat clear",
+            "C. Blurred",
+            "D. Not visible"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the lighting change cause any loss of detail in the monument's textures?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "When the sun is behind the monument creating a silhouette, are the general shapes and forms still discernible?",
+          "options": [
+            "A. Fully discernible",
+            "B. Partially discernible",
+            "C. Barely discernible",
+            "D. Not discernible"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Are the decorative elements like the wreath medallion and winged figures at the top consistently detailed and sharp?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When viewing the monument from the side, is the correct side of the structure shown, not a mirrored or incorrect face?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "From a low-angle shot looking up, is the statue's posture and orientation semantically correct (e.g., sitting position remains consistent)?",
+          "options": [
+            "A. Perfectly correct",
+            "B. Slightly incorrect",
+            "C. Noticeably incorrect",
+            "D. Unrecognizable"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "When the camera shows the top of the monument, are the figures and spire presented in a way that matches their expected semantic roles (e.g., a spire on top, not a base)?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "If the video were to show the back of the monument, would it display a semantically correct rear view (e.g., no faces on the back)?",
+          "options": [
+            "A. Yes, it would show the back",
+            "B. No, it wouldn't show the back",
+            "C. It would show a mirror image",
+            "D. It would show an incorrect front view"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Are the relative positions of the columns, statue, and top elements semantically correct from all angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the monument's shadow move realistically with the changing light conditions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "How does the monument appear under direct sunlight versus overcast lighting?",
+          "options": [
+            "A. Brighter and more contrasted",
+            "B. Softer and more muted",
+            "C. Identical in appearance",
+            "D. Distorted in shape"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Are there any reflections or lens artifacts that significantly alter the appearance of the monument?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "When the sun flares behind the monument, does it create a visually pleasing halo effect without obscuring the monument entirely?",
+          "options": [
+            "A. Yes, it creates a halo",
+            "B. No, it completely obscures the monument",
+            "C. It creates a glare but preserves form",
+            "D. It causes distortion"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Does the monument maintain a consistent presence in the frame despite camera movement?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the bronze seated statue maintain its identity when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:18.460728"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which element of the monument is consistently referenced across all segments?",
+          "options": [
+            "A. The red flag on top",
+            "B. The bronze seated statue",
+            "C. The blue sky",
+            "D. The moving crowd"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:18.460764"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Do the four fluted columns maintain their structural alignment throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:18.460776"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "What aspect of the monument must remain stable during camera motion?",
+          "options": [
+            "A. Color of the grass",
+            "B. Number of columns",
+            "C. Size of the trees",
+            "D. Sky brightness"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:18.460784"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Are intricate details like fluted columns visible under varying lighting conditions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:18.460791"
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "Which detail must be preserved in texture fidelity across segments?",
+          "options": [
+            "A. The color of the sky",
+            "B. The fluting on the columns",
+            "C. The number of pathways",
+            "D. The position of the sun"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:18.460797"
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Is the monument’s perspective consistent with real-world physics when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:18.460804"
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "Does the camera return to the initial view after completing a full rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:18.460816"
+        },
+        {
+          "question_id": "34",
+          "type": "binary",
+          "question": "Does the camera move vertically from base to spire while maintaining spatial coherence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:18.460824"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_a4764f2ff7a08c7d8dae83b3891516592f4b7eb732e6e4e645a235b8aa04138f_object"
+  },
+  {
+    "task_id": "mem_tnt_244802e503a003b212b2da2e7e2265cc15a97b19ec1933487096f94417132017_object",
+    "instance_id": "mem_tnt_244802e503a003b212b2da2e7e2265cc15a97b19ec1933487096f94417132017",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_244802e503a003b212b2da2e7e2265cc15a97b19ec1933487096f94417132017.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A bronze statue of a seated man reading a book is the central focus of this video. The statue, with a greenish patina in its crevices, depicts a male figure in classical robes, holding an open book on his lap and sitting on a rock-like base. The camera moves around the statue in a continuous orbit, providing various perspectives from front to back and side angles. The statue is located in a circular stone fountain plaza surrounded by lush green grass, mature trees, and vibrant flowering beds. As the camera circles, the lighting highlights the intricate textures of the statue's surface, including the detailed folds of the robes and any inscriptions on the base. The background features a large, elegant building with multiple windows and a tiled roof, partially obscured by the surrounding greenery. The video maintains a consistent focus on the statue, ensuring its identity, geometric integrity, and texture fidelity are preserved throughout the dynamic camera movement."
+        ],
+        "level_2": [
+          "The video opens with a view of a bronze statue of a seated man reading a book, positioned in a circular stone fountain plaza. The statue, characterized by its greenish patina and classical robes, is the focal point as the camera begins to move around it. In the first third, the camera approaches the statue from a frontal perspective, gradually circling to the right, revealing more of the surrounding environment, including the well-manicured lawn, flowering beds, and the large building in the background. The lighting accentuates the statue's textured surface and the details of its attire.",
+          "As the video progresses into the middle third, the camera continues its orbit around the statue, now showing it from the rear and side angles. The statue's geometric integrity is maintained, with no apparent distortion or warping. The viewer can observe the intricate details of the book in the man's hands and the sculpted folds of his robes. The background remains consistent, with the green grass, trees, and flowering beds framing the scene, while the large building provides a stately backdrop. The camera movement is smooth, ensuring a seamless transition between different viewpoints.",
+          "In the final third of the video, the camera completes its orbit around the statue, returning to a frontal view similar to the opening shot. The focus remains on the statue's identity persistence, with all key features—its seated posture, the book on its lap, and the rock-like base—remaining clearly visible. The video concludes with a comprehensive view of the statue, emphasizing its texture fidelity and semantic correctness from all angles. The surrounding environment, including the circular stone plaza, green grass, and flowering beds, remains a constant, enhancing the serene and contemplative atmosphere of the scene."
+        ],
+        "level_3": [
+          "At the beginning of the video, the camera presents a frontal view of the bronze statue of a seated man reading a book. The statue, with its greenish patina and classical robes, is situated in a circular stone fountain plaza. The surrounding area is lush with green grass, mature trees, and colorful flowering beds. The camera starts to move slowly to the right, beginning to reveal the side profile of the statue and the elegant building in the background, which features multiple windows and a tiled roof.",
+          "As the video transitions into the 20-40% segment, the camera continues its smooth orbit around the statue, now showing it from a side angle. The intricate details of the statue's robes and the open book on its lap become more apparent. The background remains consistent, with the green grass, trees, and flowering beds providing a picturesque setting. The camera movement is steady, ensuring that the statue's geometric integrity is preserved, and the viewer can appreciate the fine textures of the bronze material.",
+          "In the 40-60% segment, the camera moves further around the statue, transitioning from the side to the rear view. The statue's back is now visible, showcasing the detailed sculpting of the robes and the overall form of the seated figure. The circular stone fountain plaza is still prominent, and the surrounding greenery continues to frame the scene beautifully. The large building in the background remains partially obscured by the trees, adding depth to the composition. The camera's movement is fluid, maintaining a clear and consistent focus on the statue.",
+          "As the video progresses into the 60-80% segment, the camera begins to move back towards the front of the statue, completing its orbit. The viewer is once again presented with a frontal view of the statue, similar to the opening shot. The intricate details of the statue's face, the book in its hands, and the rock-like base are clearly visible. The surrounding environment, including the circular stone plaza, green grass, and flowering beds, remains unchanged, providing a cohesive and serene setting.",
+          "In the final 80-100% segment, the camera continues its slow orbit around the statue, now focusing on the base and the circular stone fountain plaza. The intricate details of the statue's base, including any inscriptions, are highlighted. The camera then moves slightly closer to the statue, providing a more detailed view of the bronze material and the greenish patina in the crevices. The video concludes with a comprehensive view of the statue, emphasizing its identity persistence, geometric integrity, and texture fidelity from all angles, while the serene garden setting remains a constant backdrop."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the statue retain its overall shape and form identity when viewed from the front versus the back?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the initial framing (0 seconds-1 seconds), does the statue appear identical to how it was first seen?",
+          "options": [
+            "A. Clearly different",
+            "B. Slightly different",
+            "C. Mostly identical",
+            "D. Exactly the same"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the key features (seated pose, book, facial features) consistently visible and recognizable from all angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "If the video looped back to the beginning, would a viewer be able to identify the statue as the same object shown throughout?",
+          "options": [
+            "A. Definitely not",
+            "B. Probably not",
+            "C. Probably yes",
+            "D. Definitely yes"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the statue's bronze material and patina remain consistent across all camera angles and distances?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the statue's torso and limbs appear proportionally correct from all viewing angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When viewing the statue from directly behind, are the folds of the robe and the posture semantically correct?",
+          "options": [
+            "A. Incorrect (e.g., front view shown)",
+            "B. Partially correct",
+            "C. Mostly correct",
+            "D. Perfectly correct"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is there any noticeable distortion or warping of the statue's form when the camera is close-up?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "From the side profile view, does the statue's geometry (e.g., leg position, arm placement) match what is seen from the front?",
+          "options": [
+            "A. Completely mismatched",
+            "B. Somewhat mismatched",
+            "C. Mostly matched",
+            "D. Perfectly matched"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the circular base of the fountain appear distorted or warped at any point in the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Are the fine details of the book's pages visible when viewed up close?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "Does the greenish patina in the crevices of the statue remain consistent across different lighting conditions and angles?",
+          "options": [
+            "A. Strongly inconsistent",
+            "B. Moderately inconsistent",
+            "C. Mostly consistent",
+            "D. Perfectly consistent"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Can individual letters on the plaque at the base of the statue be discerned in close-up shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "When comparing the texture of the robe in the wide shot to a close-up, is the detail preserved?",
+          "options": [
+            "A. Lost completely",
+            "B. Slightly reduced",
+            "C. Mostly retained",
+            "D. Fully retained"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Are the shadows cast by the statue's folds and contours consistent with its 3D form across different camera positions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When viewing the statue from the rear, is the back of the head and robe shown, not the front face?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "From a low-angle shot looking up at the statue, is the top of the head and the back of the robe visible?",
+          "options": [
+            "A. Front face",
+            "B. Side profile",
+            "C. Back view",
+            "D. Top view"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Is the book always held in a natural, readable position regardless of the viewing angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "When the camera is positioned to the left of the statue, is the left side of the body and robe shown?",
+          "options": [
+            "A. Right side",
+            "B. Left side",
+            "C. Front",
+            "D. Back"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Does the statue's posture (seated, legs crossed, book on lap) remain semantically consistent from all viewpoints?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Were there any moments where parts of the statue were occluded by other objects in the scene?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "If a part of the statue was temporarily hidden, would its reappearance show consistent texture and color?",
+          "options": [
+            "A. Yes",
+            "B. No",
+            "C. Maybe",
+            "D. Not applicable"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Was there any instance of the statue being partially hidden and then fully revealed again?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "Could occlusion recovery be tested in this video?",
+          "options": [
+            "A. Yes",
+            "B. No",
+            "C. Partially",
+            "D. Not enough information"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Did the video show the statue re-entering the frame after being out of view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Is the statue's shadow cast consistently on the ground relative to its position?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Does the statue appear to be physically stable and unmoving throughout the video?",
+          "options": [
+            "A. Frequently moving",
+            "B. Occasionally moving",
+            "C. Mostly stable",
+            "D. Completely static"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Are the surrounding elements (grass, flowers, buildings) consistently in focus while the statue is in focus?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "How would you rate the overall visual coherence of the statue presentation across all camera movements?",
+          "options": [
+            "A. Very incoherent",
+            "B. Somewhat incoherent",
+            "C. Mostly coherent",
+            "D. Perfectly coherent"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Is there any evidence of digital artifacts or inconsistencies in the rendering of the statue?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "31",
+          "type": "binary",
+          "question": "Does the statue maintain its identity as a seated man reading a book throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:38.332258"
+        },
+        {
+          "question_id": "32",
+          "type": "multiple_choice",
+          "question": "Which attribute of the statue remains unchanged across all camera angles?",
+          "options": [
+            "A. Its posture",
+            "B. Its color",
+            "C. Its location",
+            "D. Its material"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:38.332294"
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "Is the statue's shape preserved without warping during the camera movement?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:38.332306"
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "What aspect of the statue must remain stable during the orbit?",
+          "options": [
+            "A. Color",
+            "B. Size",
+            "C. Shape",
+            "D. Position"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:38.332313"
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "Are the intricate textures of the statue, such as the patina and robe folds, visible throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:38.332321"
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "Which visual detail is specifically mentioned as needing consistency?",
+          "options": [
+            "A. Lighting",
+            "B. Patina",
+            "C. Background",
+            "D. Camera angle"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:38.332329"
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "Does the statue appear with an open book on its lap from all angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:38.332336"
+        },
+        {
+          "question_id": "38",
+          "type": "multiple_choice",
+          "question": "From which angle is the book most clearly visible?",
+          "options": [
+            "A. Rear",
+            "B. Side",
+            "C. Front",
+            "D. Top"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:38.332342"
+        },
+        {
+          "question_id": "39",
+          "type": "binary",
+          "question": "Does the camera complete a full horizontal orbit around the statue?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:38.332349"
+        },
+        {
+          "question_id": "40",
+          "type": "multiple_choice",
+          "question": "What happens at the end of the video regarding the camera position?",
+          "options": [
+            "A. It moves upward",
+            "B. It returns to the initial frontal view",
+            "C. It zooms in",
+            "D. It pans left"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:38.332355"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_244802e503a003b212b2da2e7e2265cc15a97b19ec1933487096f94417132017_object"
+  },
+  {
+    "task_id": "mem_tnt_a5630370d7039c78cc822dbd17a967711be3632bd2cdb43519eab8c2fa876144_spatial",
+    "instance_id": "mem_tnt_a5630370d7039c78cc822dbd17a967711be3632bd2cdb43519eab8c2fa876144",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_a5630370d7039c78cc822dbd17a967711be3632bd2cdb43519eab8c2fa876144.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "A camera performs a seamless 360-degree horizontal pan around an elegant, spacious room with intricate architectural details. The room features a patterned carpet, ornate ceiling with geometric designs, dark wood paneling, arched windows with draped curtains, and a prominent fireplace. Throughout the pan, the camera captures various angles of tables, chairs, and decorative elements such as modern spherical pendant lights and golden wall sconces, eventually returning to the original starting point without any drift or misalignment."
+        ],
+        "level_2": [
+          "The camera begins its pan on the left side of the room, showcasing a series of long tables with unique S-shaped tops and high-backed chairs. As it moves, the ornate ceiling with its detailed geometric patterns becomes more visible, along with the large arched windows draped in light-colored curtains. The focus shifts toward the back of the room, revealing the grand fireplace adorned with golden accents.",
+          "Continuing the pan, the camera moves past the fireplace and focuses on the right side of the room, highlighting the dark wood paneling and arched doorways. The middle section of the room is captured, showing round tables with matching chairs and the interplay of light from the windows and modern pendant lights hanging from the ceiling.",
+          "The final part of the pan returns to the left side of the room, capturing the initial tables and chairs once more. The camera completes its 360-degree loop, emphasizing the symmetry and balance of the room's design, with all elements aligning perfectly as it returns to the starting viewpoint."
+        ],
+        "level_3": [
+          "The video opens with a view of the left side of the room, featuring long tables with distinctive S-shaped tops and dark wooden chairs. The camera begins its smooth horizontal pan, moving towards the back of the room and capturing the ornate ceiling with its intricate geometric patterns and modern spherical pendant lights. The large arched windows with light-colored curtains are also visible, allowing natural light to filter into the space.",
+          "As the camera continues its pan, it moves past the fireplace, which is adorned with golden accents and set against the dark wood paneling. The focus shifts to the right side of the room, showcasing the arched doorways and additional seating arrangements, including round tables with matching chairs. The interplay of light from the windows and the pendant lights creates a warm ambiance throughout the room.",
+          "The pan progresses further, capturing the middle section of the room with its symmetrical layout of tables and chairs. The camera then moves towards the far end of the room, highlighting the consistent design elements such as the patterned carpet, dark wood paneling, and arched windows. The focus returns to the left side, bringing the viewer back to the initial tables and chairs.",
+          "The camera continues its seamless loop, moving past the fireplace once again and focusing on the right side of the room. The detailed woodwork and arched doorways are emphasized, along with the decorative elements like the golden wall sconces and modern pendant lights. The pan ensures that all angles of the room are captured, maintaining a smooth and continuous motion.",
+          "In the final segment, the camera completes its 360-degree pan by returning to the original starting point on the left side of the room. The entire sequence showcases the elegance and symmetry of the space, with the camera capturing every detail from multiple perspectives before settling back at the beginning, demonstrating excellent loop memory and alignment."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera perform a full 360-degree pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is there any noticeable drift when the camera returns to the starting point?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the walls and ceiling consistent in appearance when the camera completes the loop?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the lighting remain consistent throughout the pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are the tables and chairs consistently positioned relative to each other after the camera completes the loop?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "tnt_full_regen_with_compression",
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_a5630370d7039c78cc822dbd17a967711be3632bd2cdb43519eab8c2fa876144_spatial"
+  },
+  {
+    "task_id": "mem_tnt_6893f40dcebdc2fdddd025f89a8cfc754e4fbf4ce16d161f17af92a103b60bfc_spatial",
+    "instance_id": "mem_tnt_6893f40dcebdc2fdddd025f89a8cfc754e4fbf4ce16d161f17af92a103b60bfc",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_6893f40dcebdc2fdddd025f89a8cfc754e4fbf4ce16d161f17af92a103b60bfc.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "A camera smoothly moves forward along the central aisle of an empty auditorium, showcasing rows of patterned seats and a stage with a large screen. The camera then reverses direction, retracing its path back through the auditorium, re-entering previously viewed areas without any noticeable inconsistencies or distortions."
+        ],
+        "level_2": [
+          "The camera begins by moving forward down the central aisle of the auditorium, revealing rows of beige patterned seats and a stage at the far end with a large screen. As it progresses, the camera captures the symmetrical layout and lighting fixtures on the ceiling. It then reverses direction, smoothly retracing its path back towards the entrance, re-entering the same areas with consistent visual details.",
+          "Continuing from the previous segment, the camera continues its backward journey along the central aisle, passing by the rows of seats and the stage area. The movement is fluid, maintaining a steady pace as it retraces the path taken earlier. The camera captures the same details of the auditorium's interior, including the lighting and seating arrangement, ensuring a seamless transition back to the starting point.",
+          "As the camera completes its backward journey, it re-enters the initial areas of the auditorium, confirming the smoothness of the path retracing. The final part of this segment shows the camera approaching the starting point, with the familiar view of the stage and seating arrangement coming into focus once again. The overall movement remains consistent, providing a cohesive visual experience."
+        ],
+        "level_3": [
+          "The camera starts its journey by moving forward along the central aisle of the auditorium, capturing the rows of beige patterned seats and the stage at the far end. The initial view highlights the symmetrical layout and the lighting fixtures on the ceiling, setting the stage for the exploration of the space.",
+          "As the camera continues its forward movement, it passes by the rows of seats, providing a closer look at the individual chairs and their arrangement. The stage area becomes more prominent, with the large screen and podium visible. The camera's steady pace allows for a detailed observation of the auditorium's interior design and features.",
+          "The camera reaches the stage area, offering a comprehensive view of the front of the auditorium. The large screen and podium are clearly visible, and the camera captures the details of the stage setup. The lighting fixtures on the ceiling are also in focus, emphasizing the well-lit environment of the auditorium.",
+          "Having reached the stage, the camera begins its reverse journey, retracing its path back along the central aisle. The movement is smooth and consistent, capturing the same details of the seating arrangement and lighting fixtures as it moves backward. The stage area is revisited, providing a familiar perspective of the front of the auditorium.",
+          "The camera continues its backward journey, passing by the rows of seats once again. The symmetrical layout and lighting fixtures are captured in detail, ensuring a seamless transition back to the starting point. The final part of this segment shows the camera approaching the entrance, with the familiar view of the stage and seating arrangement coming into focus."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera move forward along the central aisle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the camera reverse direction and retrace its path?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the re-entry into previously viewed areas smooth?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Are there any noticeable inconsistencies or distortions when the camera retraces its path?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the camera exhibit good path retracing memory?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "tnt_full_regen_with_compression",
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_6893f40dcebdc2fdddd025f89a8cfc754e4fbf4ce16d161f17af92a103b60bfc_spatial"
+  },
+  {
+    "task_id": "mem_tnt_88d372e8fdd3bf9ff3f3165e627d8e178998fc2481c48402178bda80a087ad21_object",
+    "instance_id": "mem_tnt_88d372e8fdd3bf9ff3f3165e627d8e178998fc2481c48402178bda80a087ad21",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_88d372e8fdd3bf9ff3f3165e627d8e178998fc2481c48402178bda80a087ad21.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A vibrant yellow Caterpillar 950F wheel loader is showcased in a dry, grassy field under a clear blue sky. The video captures the machine from multiple angles as it slowly turns in place, allowing viewers to see its detailed features. The loader's large front bucket with teeth, massive dual rear tires with deep treads, and Caterpillar-branded cabin with large windows are prominently displayed. The CAT logo and model number '950F' are visible on the side, along with an 'O Nelson & Son Construction' sticker containing contact information. The camera smoothly orbits around the stationary loader, maintaining focus on its consistent identity, geometric integrity, and texture fidelity throughout the sequence."
+        ],
+        "level_2": [
+          "The video opens with a close-up of the yellow Caterpillar 950F wheel loader in a dry, open field surrounded by trees. The camera pans around the machine as it begins to rotate slowly, revealing its side profile. The loader's large front bucket with teeth, dual rear tires with deep treads, and the cabin with large windows come into view. The CAT logo, model number '950F', and the O Nelson & Son Construction sticker are clearly visible on the side. The scene is set under a bright blue sky, emphasizing the machine's vibrant yellow paint and black and red accents.",
+          "As the loader continues its slow rotation, the camera focuses on the rear and side sections, highlighting the massive dual rear tires and the Caterpillar-branded cabin. The large front bucket remains prominent, showcasing its robust construction and teeth. The O Nelson & Son Construction sticker is still visible, providing contact details. The background of dry grass and trees remains consistent, with the clear blue sky overhead. The camera movement is smooth, ensuring all key features of the loader are captured from various angles.",
+          "In the final third of the video, the loader completes its rotation, bringing the front of the machine back into view. The camera captures the front bucket, wheels, and cabin from multiple perspectives, emphasizing the machine's overall design and build quality. The CAT logo and model number '950F' are once again visible, reinforcing the loader's identity. The surrounding environment of dry grass, scattered trees, and a clear blue sky provides a natural backdrop, highlighting the loader's presence in the field."
+        ],
+        "level_3": [
+          "The video begins with a close-up shot of the yellow Caterpillar 950F wheel loader positioned in a dry, grassy field. The camera starts by focusing on the front of the machine, capturing the large bucket with its sharp teeth and the massive front tires. The loader's vibrant yellow paint, accented with black and red, is highlighted against the backdrop of a clear blue sky. The CAT logo and model number '950F' are visible on the side, along with the O Nelson & Son Construction sticker. The loader remains stationary as the camera begins to pan around it.",
+          "As the camera continues to move, it reveals the side profile of the Caterpillar 950F, showcasing the large cabin with its expansive windows and the dual rear tires with deep treads. The smooth panning motion allows for a detailed view of the machine's structure and components. The O Nelson & Son Construction sticker remains in view, providing contact information. The surrounding environment of dry grass and trees is consistently visible, with the clear blue sky overhead. The loader begins a slow rotation, preparing to reveal more of its features.",
+          "The camera now focuses on the rear section of the loader as it continues its rotation. The massive dual rear tires and the Caterpillar-branded cabin are prominently displayed, with the large front bucket still visible from the side. The O Nelson & Son Construction sticker is still present, adding a touch of branding. The loader's slow movement allows for a comprehensive view of its rear and side profiles. The background of dry grass, scattered trees, and a clear blue sky remains consistent, providing a natural setting for the machine.",
+          "As the loader completes its rotation, the camera captures the front of the machine once again, emphasizing the large bucket and the massive front tires. The CAT logo and model number '950F' are clearly visible, reinforcing the loader's identity. The O Nelson & Son Construction sticker is still in view, providing contact details. The surrounding environment of dry grass, scattered trees, and a clear blue sky remains consistent, highlighting the loader's presence in the field. The camera movement is smooth, ensuring all key features are captured from various angles.",
+          "In the final segment, the camera provides a detailed view of the loader's front and side, capturing the intricate details of the bucket, tires, and cabin. The vibrant yellow paint, accented with black and red, is highlighted against the backdrop of a clear blue sky. The CAT logo and model number '950F' are prominently displayed, along with the O Nelson & Son Construction sticker. The loader remains stationary, allowing for a thorough examination of its design and build quality. The surrounding environment of dry grass, scattered trees, and a clear blue sky provides a natural and serene setting for the machine."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the wheel loader maintain its primary yellow color throughout the video without any noticeable fading or discoloration?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "When the camera moves from the front-left to the rear-right of the loader, how consistent is the overall shape and structure of the machine?",
+          "options": [
+            "A. Completely unrecognizable due to distortion",
+            "B. Slightly altered but mostly recognizable",
+            "C. Highly consistent and fully recognizable",
+            "D. Only partially visible due to occlusion"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the 'CAT 950F' model designation consistently visible and legible from all major viewing angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "During the pan from front to back, does the loader appear to have any parts that change in appearance or detach?",
+          "options": [
+            "A. Yes, the bucket detaches",
+            "B. Yes, the cabin shifts position",
+            "C. No, all parts remain fixed and consistent",
+            "D. The object disappears and reappears"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "When the camera returns to the initial front-left view at the end of the video, does the loader appear identical to how it looked at the beginning?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the wheel loader's geometric structure (e.g., the relative size and position of the cabin, bucket, and wheels) remain stable and proportional throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "As the camera circles the loader, are there any instances where the object appears stretched, compressed, or warped?",
+          "options": [
+            "A. Yes, the cabin appears stretched vertically",
+            "B. Yes, the bucket seems compressed horizontally",
+            "C. No, the object maintains its correct proportions",
+            "D. The object's geometry is only visible from one angle"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are the large dual rear tires always shown with the same circular shape and tread pattern, regardless of the camera angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "When viewed from directly behind, does the loader's width and height appear consistent with its front view?",
+          "options": [
+            "A. Significantly wider",
+            "B. Slightly narrower",
+            "C. Approximately the same",
+            "D. Impossible to compare"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the loader's overall silhouette maintain a consistent form when transitioning between left, right, front, and back views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Is the 'CAT' logo on the side of the loader consistently sharp and clear from all angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "How consistent is the legibility of the 'O Nelson & Son Construction' sticker across different camera positions?",
+          "options": [
+            "A. Always perfectly legible",
+            "B. Mostly legible, some minor blurring at extreme angles",
+            "C. Often blurry or unreadable",
+            "D. Never visible"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Do the fine details of the tire treads and the metallic sheen on the bucket teeth remain visible and consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "When the camera is very close to the front bucket, are the individual teeth and their attachment points clearly visible and consistent with wider shots?",
+          "options": [
+            "A. Not visible at all",
+            "B. Slightly less detailed",
+            "C. Equally detailed",
+            "D. Overly magnified and distorted"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Is the glossy finish on the cabin windows and the matte finish on the body panels maintained consistently across all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When viewed from the rear, is the smokestack correctly positioned on the right side of the vehicle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "From the front view, is the cabin positioned above the front axle and the bucket below it, maintaining a logical and correct spatial hierarchy?",
+          "options": [
+            "A. No, the cabin is below the bucket",
+            "B. No, the bucket is above the cabin",
+            "C. Yes, the arrangement is correct",
+            "D. The front view is impossible to determine"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Is the 'CAT 950F' model number always oriented horizontally when viewed from the side?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "When the camera shows the loader from the front-left, is the driver's seat visible through the windshield, indicating a correct front-facing view?",
+          "options": [
+            "A. No, the view is from the back",
+            "B. No, the view is from the side",
+            "C. Yes, the driver's seat is visible",
+            "D. The windshield is opaque"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Are the large dual rear tires always shown as being part of the rear axle, never appearing as front wheels?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Were any parts of the wheel loader occluded by other objects or the ground during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "If a part of the loader was occluded, would its reappearance show consistent texture and color?",
+          "options": [
+            "A. Yes, it would be consistent",
+            "B. Possibly, depending on lighting",
+            "C. No, it might show artifacts",
+            "D. The question is irrelevant"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Is there any instance where a previously hidden part of the loader becomes visible again?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "How consistent is the visibility of the loader's left-side features (e.g., side mirrors, steps) throughout the video?",
+          "options": [
+            "A. Never visible",
+            "B. Occasionally visible",
+            "C. Frequently visible",
+            "D. Always visible"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Does the loader's right-side appearance (including the smokestack) remain consistent when it comes back into view after being on the left side?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the Caterpillar 950F wheel loader maintain its identity throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:15.779549"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which identifier remains visible on the loader throughout the video?",
+          "options": [
+            "A. CAT logo and model number '950F'",
+            "B. Only the front bucket",
+            "C. The camera angle",
+            "D. The sky color"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:15.779581"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Do the loader's tires maintain their shape and tread pattern during rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:15.779593"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "What part of the loader must retain its structural integrity during the camera's orbit?",
+          "options": [
+            "A. The front bucket with teeth",
+            "B. The camera path",
+            "C. The sky",
+            "D. The trees in the background"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:15.779601"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Are the loader's paint colors and accents consistent across all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:15.779608"
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "Which feature demonstrates high texture fidelity in the video?",
+          "options": [
+            "A. The deep treads on the rear tires",
+            "B. The camera movement",
+            "C. The sky",
+            "D. The grass field"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:15.779615"
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Does the camera return to a view similar to the starting position after completing the rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:15.779622"
+        },
+        {
+          "question_id": "33",
+          "type": "multiple_choice",
+          "question": "What kind of camera motion is described in the video?",
+          "options": [
+            "A. Horizontal 360-degree orbit",
+            "B. Vertical tilt",
+            "C. Zoom-in only",
+            "D. Random panning"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:15.779628"
+        },
+        {
+          "question_id": "34",
+          "type": "binary",
+          "question": "Does the background remain consistent when the camera returns to earlier positions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:15.779635"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_88d372e8fdd3bf9ff3f3165e627d8e178998fc2481c48402178bda80a087ad21_object"
+  },
+  {
+    "task_id": "mem_tnt_15d42cee734662bf8471fa3ead0266b2e0ffc015a980be20d4aee17b727c70e0_object",
+    "instance_id": "mem_tnt_15d42cee734662bf8471fa3ead0266b2e0ffc015a980be20d4aee17b727c70e0",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_15d42cee734662bf8471fa3ead0266b2e0ffc015a980be20d4aee17b727c70e0.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video presents a comprehensive exploration of an ornate, historic courtroom interior. The space is characterized by its grand architectural details, including a large, circular stained-glass dome ceiling that bathes the room in colorful light. The walls are adorned with classical-style portraits and framed landscape paintings, while the floor is covered in a rich red patterned carpet. Dark wooden benches and tables line the room, with green upholstered chairs positioned at the front for key participants. American and state flags stand prominently near the judge's bench, which is elevated and features intricate woodwork. The camera moves smoothly throughout the space, capturing various perspectives of the courtroom from different angles, showcasing the consistency of the object's identity, geometric integrity, texture fidelity, and semantic correctness."
+        ],
+        "level_2": [
+          "The video begins with a sweeping view of the courtroom, focusing on the rows of dark wooden benches with green upholstered chairs arranged neatly on the red patterned carpet. The camera pans across the room, revealing the ornate ceiling with elaborate chandeliers and a large, circular stained-glass dome that serves as the centerpiece. As the camera moves, it captures the detailed woodwork of the judge's bench, the American and state flags, and the classical portraits on the walls. The middle section continues to explore the courtroom from various angles, emphasizing the geometric integrity and texture fidelity of the surfaces, such as the polished wood and intricate ceiling designs.",
+          "In the middle portion of the video, the camera focuses on the back of the courtroom, highlighting the rows of empty wooden benches and the red carpet. The movement shifts to the left side of the room, showcasing a wooden display cabinet and a series of windows with white blinds. The camera then ascends to capture the detailed patterns of the stained-glass dome ceiling, emphasizing the vibrant colors and floral motifs. The focus returns to the front of the courtroom, where the judge's bench and the two flags are prominently displayed, maintaining the consistent theme of the courtroom's grandeur and historical significance.",
+          "Toward the end of the video, the camera provides a closer look at the judge's bench and the surrounding area, including the green upholstered chair and the American flag. The perspective shifts to the right side of the courtroom, revealing more of the wooden benches and the red carpet. The camera then moves upward again to capture the stained-glass dome ceiling, highlighting the intricate details and the play of light through the glass. The final scenes return to the front of the courtroom, offering a comprehensive view of the entire space, reinforcing the consistency and coherence of the courtroom's design and features."
+        ],
+        "level_3": [
+          "The video opens with a wide shot of the courtroom, showcasing the rows of dark wooden benches with green upholstered chairs set against the backdrop of a red patterned carpet. The camera pans to the right, revealing the ornate ceiling with elaborate chandeliers and a large, circular stained-glass dome that dominates the space. The initial frames also capture the judge's bench, the American and state flags, and the classical portraits on the walls, setting the stage for the detailed exploration of the courtroom's architecture and furnishings.",
+          "As the video progresses, the camera moves to the left side of the courtroom, focusing on a wooden display cabinet and a series of windows with white blinds. The movement continues upward, capturing the intricate patterns of the stained-glass dome ceiling, emphasizing the vibrant colors and floral motifs. The camera then shifts to the front of the courtroom, providing a closer view of the judge's bench and the two flags, maintaining the consistent theme of the courtroom's grandeur and historical significance.",
+          "In the third segment, the camera explores the back of the courtroom, highlighting the rows of empty wooden benches and the red carpet. The perspective shifts to the left side of the room, showcasing a wooden display cabinet and a series of windows with white blinds. The camera then ascends to capture the detailed patterns of the stained-glass dome ceiling, emphasizing the intricate details and the play of light through the glass. The focus returns to the front of the courtroom, where the judge's bench and the two flags are prominently displayed, reinforcing the consistent theme of the courtroom's design and features.",
+          "The fourth segment continues with a closer look at the judge's bench and the surrounding area, including the green upholstered chair and the American flag. The perspective shifts to the right side of the courtroom, revealing more of the wooden benches and the red carpet. The camera then moves upward again to capture the stained-glass dome ceiling, highlighting the intricate details and the play of light through the glass. The final scenes return to the front of the courtroom, offering a comprehensive view of the entire space, reinforcing the consistency and coherence of the courtroom's design and features.",
+          "In the final segment, the camera provides a sweeping view of the courtroom from different angles, capturing the rows of dark wooden benches with green upholstered chairs arranged neatly on the red patterned carpet. The camera pans across the room, revealing the ornate ceiling with elaborate chandeliers and a large, circular stained-glass dome that serves as the centerpiece. The video concludes with a focus on the judge's bench, the American and state flags, and the classical portraits on the walls, emphasizing the consistent theme of the courtroom's grandeur and historical significance."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the American flag maintain its identity (color, design, position) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "When viewed from different angles, does the green upholstery on the chairs appear consistently in color and texture?",
+          "options": [
+            "A. Always matches exactly",
+            "B. Shows minor variations due to lighting",
+            "C. Changes significantly between views",
+            "D. Cannot be determined"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the portraits on the walls recognizable as the same images when viewed from different parts of the room?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the appearance of the red carpet's pattern change as the camera angle shifts?",
+          "options": [
+            "A. It becomes blurred or distorted",
+            "B. The pattern remains perfectly clear and consistent",
+            "C. It appears slightly stretched or compressed",
+            "D. It disappears entirely from view"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the ornate wooden judge's bench consistently visible and identifiable from all camera perspectives?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Do the lines of the wooden benches and railings appear straight and proportionate from all angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When viewing the ceiling's ornate moldings, do they retain their intended geometric shapes (e.g., no unexpected curves or bends)?",
+          "options": [
+            "A. Yes, perfectly intact",
+            "B. Slight distortions are visible",
+            "C. Significant warping occurs",
+            "D. Cannot be determined"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is the oval shape of the stained-glass dome preserved accurately in all camera views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "Does the perspective of the windows and their shutters remain geometrically correct, without noticeable foreshortening or skewing?",
+          "options": [
+            "A. Perfectly correct",
+            "B. Minor perspective shifts are present",
+            "C. Significant geometric distortion occurs",
+            "D. Cannot be determined"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are the proportions of the chandeliers consistent across different camera distances and angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Are the fine details in the stained-glass dome's patterns (e.g., floral motifs, colored sections) consistently sharp and clear?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "How does the texture of the red carpet appear when viewed up close versus from a distance?",
+          "options": [
+            "A. Up close it's very detailed, from a distance it's smooth",
+            "B. It remains equally detailed at all distances",
+            "C. From a distance it loses most of its texture",
+            "D. Cannot be determined"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Do the portraits on the walls retain their visual clarity and detail when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "When examining the wood grain on the benches and tables, is it consistently visible and well-defined?",
+          "options": [
+            "A. Always clearly visible",
+            "B. Visible but less defined from certain angles",
+            "C. Not visible at all",
+            "D. Cannot be determined"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Are the intricate designs on the chandeliers (e.g., metalwork, glass panels) consistently rendered with high fidelity?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When viewing the judge's bench from behind, does it appear as expected (e.g., showing the backrest and no front-facing details)?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "From the side view of the jury box, are the individual seats and their arrangement semantically correct and recognizable?",
+          "options": [
+            "A. Fully correct and recognizable",
+            "B. Somewhat correct but less clear",
+            "C. Incorrectly represented",
+            "D. Cannot be determined"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are the flags (American and state) always shown in their standard upright orientation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "When viewing the courtroom from the balcony, is the spatial layout semantically correct (e.g., audience below, judge's bench at the front)?",
+          "options": [
+            "A. Perfectly correct",
+            "B. Minor discrepancies exist",
+            "C. Significant semantic errors occur",
+            "D. Cannot be determined"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Are the portraits on the walls always shown in their correct orientation (not upside down or sideways)?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the lighting on the stained-glass dome remain consistent in terms of brightness and color temperature throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "How does the overall ambiance of the courtroom (e.g., formality, historical feel) change as the camera moves through different areas?",
+          "options": [
+            "A. It remains constant and cohesive",
+            "B. It varies significantly between areas",
+            "C. It becomes more modern in some views",
+            "D. It cannot be determined"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Are the relative positions of major elements (e.g., judge's bench, jury box, audience seating) semantically correct and stable across all views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "When comparing the initial view of the courtroom to the final view, is the overall composition and layout of the space semantically identical?",
+          "options": [
+            "A. Exactly identical",
+            "B. Very similar with minor differences",
+            "C. Significantly different",
+            "D. Cannot be determined"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Does the video maintain a consistent level of detail and resolution across all camera movements and angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the judge's bench maintain its identity throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:23.537725"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which object is repeatedly referenced across all five segments?",
+          "options": [
+            "A. Wooden display cabinet",
+            "B. Stained-glass dome",
+            "C. Green upholstered chair",
+            "D. White blinds"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:23.537757"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Is the stained-glass dome described as having consistent shape and structure across different camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:23.537769"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "What aspect of the dome is emphasized in multiple segments?",
+          "options": [
+            "A. Color changes",
+            "B. Floral motifs",
+            "C. Irregular shape",
+            "D. Rotating motion"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:23.537776"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Are the textures of the red carpet and wooden benches described as consistent across segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:23.537784"
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "Which detail is explicitly mentioned as requiring fidelity?",
+          "options": [
+            "A. Flag colors",
+            "B. Carpet patterns",
+            "C. Chair brand",
+            "D. Window size"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:23.537790"
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Does the camera return to the front of the courtroom after exploring other areas?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:23.537797"
+        },
+        {
+          "question_id": "33",
+          "type": "multiple_choice",
+          "question": "Which camera behavior is implied by the repeated focus on the judge's bench?",
+          "options": [
+            "A. Horizontal loop",
+            "B. Path retracing",
+            "C. Vertical tilt",
+            "D. Zoom out"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:23.537803"
+        },
+        {
+          "question_id": "34",
+          "type": "binary",
+          "question": "Are background elements like the red carpet and benches shown consistently when revisited?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:23.537811"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_15d42cee734662bf8471fa3ead0266b2e0ffc015a980be20d4aee17b727c70e0_object"
+  },
+  {
+    "task_id": "mem_tnt_99869de4c05e3f558d74b51a7ffed9b1aab2f51cfc1e302f4be78756ea77b85b_spatial",
+    "instance_id": "mem_tnt_99869de4c05e3f558d74b51a7ffed9b1aab2f51cfc1e302f4be78756ea77b85b",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_99869de4c05e3f558d74b51a7ffed9b1aab2f51cfc1e302f4be78756ea77b85b.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a full 360-degree horizontal pan around a beige building with a dark gray roof, situated in a park-like setting with green grass, trees, and picnic tables. The camera movement is smooth and continuous, returning to the initial viewpoint at the end, creating a seamless loop with no drift or misalignment in the background objects."
+        ],
+        "level_2": [
+          "The video begins with a view of the side of a beige building with a dark gray roof, featuring a small overhang and a window with green shutters. As the camera pans horizontally, it reveals a gravel area with several concrete picnic tables and a young tree. The surrounding environment includes green grass and trees.",
+          "Continuing the pan, the camera moves around the building, showing a garage door covered by a lattice panel and a brown door adjacent to it. The background remains consistent with greenery and residential houses visible in the distance. The camera maintains a steady pace, ensuring a smooth transition between views.",
+          "The final part of the pan reveals the front of the building, which has an open section displaying two restroom doors with visible signage. The structure is supported by wooden beams under a gabled roof. The camera completes its loop, returning to the starting point with the same initial view of the building's side."
+        ],
+        "level_3": [
+          "The video opens with a side view of a beige building with a dark gray roof, showcasing a small overhang and a window with green shutters. The camera begins its horizontal pan, revealing a gravel area with concrete picnic tables and a young tree, set against a backdrop of green grass and trees.",
+          "As the camera continues its pan, it moves around the building, capturing a garage door covered by a lattice panel and a brown door next to it. The surrounding area includes more greenery and residential houses in the distance, maintaining a consistent park-like atmosphere.",
+          "The pan progresses to show the front of the building, which features an open section with two restroom doors marked by signage. The structure is supported by wooden beams under a gabled roof. The camera smoothly transitions, keeping the background elements aligned and unchanged.",
+          "The camera continues its horizontal loop, moving past the lattice-covered garage door and the brown door, providing a comprehensive view of the building's exterior. The surrounding greenery and distant houses remain visible, contributing to the serene park setting.",
+          "Finally, the camera completes its 360-degree pan, returning to the initial viewpoint of the building's side. The seamless loop ensures that the starting and ending frames are identical, with no noticeable drift or misalignment in the background objects, effectively demonstrating precise camera motion tracking."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera perform a full 360-degree pan around the building?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the initial view identical to the final view after the camera completes the loop?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are there any noticeable shifts or misalignments in the background objects after the camera completes the loop?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the video show consistent alignment of the main building throughout the camera's movement?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is there evidence of smooth and continuous camera motion during the horizontal loop?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "tnt_full_regen_with_compression",
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_99869de4c05e3f558d74b51a7ffed9b1aab2f51cfc1e302f4be78756ea77b85b_spatial"
+  },
+  {
+    "task_id": "mem_tnt_4917553f77bf46830cbc3ef9a6f6aea706f13c0938c5c828ae6670bf79045857_object",
+    "instance_id": "mem_tnt_4917553f77bf46830cbc3ef9a6f6aea706f13c0938c5c828ae6670bf79045857",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_4917553f77bf46830cbc3ef9a6f6aea706f13c0938c5c828ae6670bf79045857.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases the Santa Cruz Surfing Museum building and its attached lighthouse structure, captured from various angles and distances. The museum is constructed from red brick with white trim around the windows and doors, and features a white lighthouse tower with black railings at the top. An American flag flies on a pole adjacent to the building. The roof of the museum has solar panels installed. Surfboards are displayed near the entrance, which has a sign reading 'Santa Cruz Surfing Museum' above the door. Throughout the video, the camera moves around the object, providing close-ups of the brick texture, the lighthouse details, and wider shots that include the surrounding area, such as a parking lot with cars, a grassy area, and the ocean in the background. The lighting is bright and sunny, with clear blue skies, and the sun occasionally creates lens flares in the footage."
+        ],
+        "level_2": [
+          "The video begins with a wide shot of the Santa Cruz Surfing Museum and its lighthouse, highlighting the red brick construction, white trim, and the American flag. The camera then moves closer to focus on the lighthouse tower, showing its white exterior and black railing. As the video progresses, the camera pans around the building, revealing the solar panels on the roof and the surfboards displayed near the entrance. The middle section includes views of the parking lot filled with cars and the grassy area surrounding the museum. Toward the end, the camera captures the ocean in the background and shows people walking near the building, emphasizing the museum's coastal location.",
+          "In the second third of the video, the focus shifts to different perspectives of the Santa Cruz Surfing Museum. The camera starts by capturing the side of the building, showing the intricate brickwork and the small windows with white frames. It then moves to the front, where the entrance with the 'Santa Cruz Surfing Museum' sign is prominently displayed. The lighthouse tower is shown again, this time from a slightly different angle, emphasizing its height and the railing around the top. The video continues with shots of the parking lot and the ocean, providing context for the museum's location.",
+          "The final third of the video provides a comprehensive view of the Santa Cruz Surfing Museum and its surroundings. The camera captures the building from various angles, including close-ups of the brick walls and the lighthouse tower. The American flag is seen waving in the breeze, and the solar panels on the roof are highlighted. The video concludes with wide shots of the museum, showing the parking lot, the grassy area, and the ocean in the distance. People are seen walking near the building, adding a sense of scale and activity to the scene."
+        ],
+        "level_3": [
+          "The video opens with a panoramic view of the Santa Cruz Surfing Museum and its lighthouse, showcasing the red brick structure with white trim and the American flag flying high. The camera slowly pans around the building, capturing the details of the lighthouse tower and the surfboards displayed near the entrance. The initial shots are taken during bright daylight, with the sun creating lens flares as it shines directly into the camera.",
+          "As the video progresses, the camera moves closer to the museum, focusing on the side of the building and the intricate brickwork. The lighthouse tower is shown from different angles, highlighting its white exterior and the black railing at the top. The camera then pans to the front of the museum, where the entrance with the 'Santa Cruz Surfing Museum' sign is clearly visible. The solar panels on the roof are also captured in detail.",
+          "The middle part of the video transitions to a broader view of the museum's surroundings. The camera captures the parking lot filled with cars and the grassy area adjacent to the building. The ocean is visible in the background, providing a scenic coastal backdrop. The video then focuses on the lighthouse tower once more, showing it from a higher angle and emphasizing its height and prominence.",
+          "In the latter part of the video, the camera moves around the museum, capturing the side and back views. The intricate details of the brick walls and the small windows with white frames are highlighted. The video then shifts to the front of the museum, where people are seen walking near the entrance. The American flag is shown waving in the breeze, and the ocean remains a constant presence in the background.",
+          "The video concludes with a series of wide shots that encompass the entire Santa Cruz Surfing Museum and its surroundings. The camera captures the building from various angles, including the lighthouse tower, the entrance, and the solar panels on the roof. The final shots show the museum in relation to the parking lot, the grassy area, and the ocean, providing a comprehensive view of the location. The American flag continues to wave in the wind, and the sun creates lens flares as it shines brightly in the sky."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the red brick color of the building remain consistent across all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How does the appearance of the American flag change as the camera angle shifts?",
+          "options": [
+            "A. It remains fully visible and unchanged",
+            "B. It becomes partially obscured by the lighthouse",
+            "C. It appears smaller and further away",
+            "D. It changes color due to lighting"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the surfboards displayed near the entrance consistently visible in all shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "When viewed from directly below, how is the text 'Santa Cruz Surfing Museum' still legible?",
+          "options": [
+            "A. It is upside down but readable",
+            "B. It is mirrored and unreadable",
+            "C. It is at a skewed angle but identifiable",
+            "D. It is not visible from this angle"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Do the solar panels on the roof maintain their appearance and position relative to the building across different shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Is the rectangular shape of the building maintained consistently across all camera movements?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "How does the perspective distortion of the lighthouse change as the camera moves closer?",
+          "options": [
+            "A. It becomes more pronounced, showing a wider base",
+            "B. It remains perfectly straight with no distortion",
+            "C. It appears slightly narrower at the top",
+            "D. It shows a fisheye effect due to close proximity"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are the right angles of the building's corners consistently sharp and well-defined?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What happens to the perceived height of the lighthouse when viewed from very low angles?",
+          "options": [
+            "A. It appears shorter than it is",
+            "B. It appears disproportionately tall",
+            "C. It maintains its actual proportions",
+            "D. It disappears from view"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the circular shape of the lighthouse's lantern room appear distorted when viewed from an angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Are the individual bricks on the building's walls consistently detailed and distinguishable?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "How does the texture of the wooden benches compare to the brick wall in terms of detail retention?",
+          "options": [
+            "A. The wooden benches are less detailed",
+            "B. The brick wall is less detailed",
+            "C. Both have equal detail retention",
+            "D. Neither shows clear texture"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Are the fine details of the window grilles consistently sharp across all camera distances?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "What happens to the texture of the American flag when it's shown in the distance?",
+          "options": [
+            "A. It becomes pixelated and loses detail",
+            "B. It remains crisp and detailed",
+            "C. It appears blurred but recognizable",
+            "D. It disappears completely"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Do the solar panels retain their grid-like texture and reflective quality when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When viewing the side of the building, is the 'Santa Cruz Surfing Museum' sign correctly oriented and readable?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "How is the orientation of the American flag when viewed from behind?",
+          "options": [
+            "A. It shows the reverse side with stars on the left",
+            "B. It shows the front side with stars on the right",
+            "C. It is not visible from this angle",
+            "D. It appears sideways"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Is the lighthouse's lantern room always shown with its windows facing the viewer when appropriate?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "What is the correct semantic orientation of the surfboards when viewed from the side of the building?",
+          "options": [
+            "A. They are standing upright",
+            "B. They are lying flat against the wall",
+            "C. They are angled towards the entrance",
+            "D. They are horizontal and parallel to the ground"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "When the camera looks up at the lighthouse, is the top of the structure correctly represented as being above the base?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "When the lighthouse is partially occluded by the tree, does the visible portion match exactly when the tree moves out of the way?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "How does the visibility of the 'Santa Cruz Surfing Museum' sign change when occluded by the flagpole?",
+          "options": [
+            "A. It is completely hidden and then reappears fully",
+            "B. It is partially visible and then fully reappears",
+            "C. It is never visible when occluded",
+            "D. It appears distorted when re-emerging"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Are the details on the surfboards consistent before and after they are hidden behind the building corner?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "What happens to the view of the lighthouse's balcony railing when it's momentarily blocked by the flagpole?",
+          "options": [
+            "A. It is not visible at all during occlusion",
+            "B. It is partially visible and then fully reappears",
+            "C. It appears differently when re-occurring",
+            "D. It is replaced by another structure"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "When the camera moves around the corner of the building, do previously hidden parts of the brick wall appear with the same texture and color?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the museum's red brick exterior remain consistent across all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:51.444555"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which feature of the museum is consistently referenced across all segments?",
+          "options": [
+            "A. Blue roof tiles",
+            "B. Red brick with white trim",
+            "C. Wooden facade",
+            "D. Glass dome"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:51.444591"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Are detailed close-ups of the brickwork shown in multiple segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:51.444604"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "Which detail requires consistent texture rendering across views?",
+          "options": [
+            "A. Color of the sky",
+            "B. Brick pattern",
+            "C. Flag position",
+            "D. Car models"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:51.444611"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Is the lighthouse consistently positioned adjacent to the main building in all views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:51.444618"
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "From which angle is the 'Santa Cruz Surfing Museum' sign most prominently displayed?",
+          "options": [
+            "A. Side view",
+            "B. Back view",
+            "C. Front view",
+            "D. Top-down view"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:51.444625"
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Does the video include a full rotation around the museum?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:51.444632"
+        },
+        {
+          "question_id": "33",
+          "type": "multiple_choice",
+          "question": "What must be preserved when the camera completes a full rotation?",
+          "options": [
+            "A. Only the sun position",
+            "B. The entire scene configuration",
+            "C. Only the flag movement",
+            "D. Only the car count"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:51.444638"
+        },
+        {
+          "question_id": "34",
+          "type": "binary",
+          "question": "Does the ocean remain visible in multiple segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:51.444646"
+        },
+        {
+          "question_id": "35",
+          "type": "multiple_choice",
+          "question": "Which background element must stay consistent when revisited?",
+          "options": [
+            "A. Cloud formation",
+            "B. Parking lot layout",
+            "C. Flag color",
+            "D. Camera angle"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:51.444652"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_4917553f77bf46830cbc3ef9a6f6aea706f13c0938c5c828ae6670bf79045857_object"
+  },
+  {
+    "task_id": "mem_tnt_79b74782cc704f9e6608549e44015e34d5768e8cc047db690a788b827e84f6de_spatial",
+    "instance_id": "mem_tnt_79b74782cc704f9e6608549e44015e34d5768e8cc047db690a788b827e84f6de",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_79b74782cc704f9e6608549e44015e34d5768e8cc047db690a788b827e84f6de.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "A camera smoothly pans around a playground, capturing various pieces of equipment and the surrounding area. The pan completes a full horizontal loop, returning to the original framing with a seamless transition back to the starting point."
+        ],
+        "level_2": [
+          "The camera begins by panning left, showcasing the initial playground equipment, including slides and climbing structures, set against a backdrop of residential houses and tall trees. As it continues, the view expands to include more of the playground's perimeter and additional seating areas.",
+          "Moving further around the playground, the camera captures the central play structure from different angles, highlighting its multiple slides and interactive elements. The surrounding greenery and benches become more prominent as the pan progresses.",
+          "The final part of the pan reveals the playground's outer edges, including more seating options and a clear view of the adjacent park area. The camera smoothly transitions back to the starting point, completing the loop with a cohesive and continuous shot."
+        ],
+        "level_3": [
+          "The camera starts with a leftward pan, focusing on the initial playground equipment such as slides and climbing frames. Residential houses and tall trees form the background, while a pathway and rocks are visible in the foreground.",
+          "As the pan continues, the camera moves past the central play structure, revealing more of the playground's layout. Additional seating areas and a broader view of the surrounding greenery come into focus.",
+          "The camera then shifts to capture the right side of the playground, showing more benches and a glimpse of the park beyond. The pan begins to curve back towards the starting point, maintaining a smooth and continuous motion.",
+          "Approaching the end of the loop, the camera focuses on the outer edges of the playground, including more seating options and a clear view of the adjacent park area. The transition back to the starting point begins, ensuring a seamless return to the original framing.",
+          "Finally, the camera completes the horizontal pan, returning to the initial framing. The entire sequence showcases the playground from multiple angles, with a smooth and continuous motion that highlights both the equipment and the surrounding environment."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera perform a horizontal pan around the playground?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the camera return to its original framing after panning?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is there a smooth transition back to the starting point?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Are there any abrupt changes in the camera's position during the pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the camera maintain consistent speed throughout the pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "tnt_full_regen_with_compression",
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_79b74782cc704f9e6608549e44015e34d5768e8cc047db690a788b827e84f6de_spatial"
+  },
+  {
+    "task_id": "mem_tnt_1a5e108074f33f006cf0feeaf343ca72253f8fe7be2d43c0a97e7c71026294f1_spatial",
+    "instance_id": "mem_tnt_1a5e108074f33f006cf0feeaf343ca72253f8fe7be2d43c0a97e7c71026294f1",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_1a5e108074f33f006cf0feeaf343ca72253f8fe7be2d43c0a97e7c71026294f1.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a detailed exploration of a military tank displayed inside a large hangar. The camera moves around the tank, capturing its front, sides, and rear, highlighting features such as the turret, tracks, and various equipment mounted on its body. The tank remains the central focus throughout, with its distinct military design consistently recognizable. The background reveals other tanks and military vehicles, emphasizing the setting as a museum or storage facility for armored vehicles."
+        ],
+        "level_2": [
+          "The video begins with a close-up view of the front of the military tank, focusing on its grille and identification plates. The camera then pans to the right, revealing the side profile of the tank, showcasing its tracks and wheels. As the exploration continues, the rear of the tank is shown, highlighting additional details such as storage compartments and equipment. The setting is a spacious hangar with red structural beams and other tanks visible in the background.",
+          "Moving further along the tank, the camera captures the turret and main gun, providing a detailed look at the weapon system. The middle section of the video focuses on the mid-body of the tank, displaying the intricate details of the armor plating and various hatches. The background remains consistent, showing the hangar environment with other military vehicles and equipment scattered around.",
+          "The final part of the video provides a comprehensive view of the tank from different angles, including close-ups of the tracks and wheels. The camera then returns to the front of the tank, completing the circular tour. The video concludes with a wide shot of the tank within the hangar, surrounded by other military vehicles, reinforcing the setting as a museum or storage facility."
+        ],
+        "level_3": [
+          "The video opens with a close-up of the tank's front, focusing on the grille and identification plates. The camera slowly pans to the right, beginning to reveal the side profile of the tank and its tracks. The initial frames set the stage by establishing the tank as the primary subject within the hangar setting.",
+          "As the camera continues to move, it captures the side of the tank, highlighting the wheels and tracks in detail. The exploration progresses towards the rear of the tank, showcasing additional features such as storage compartments and mounted equipment. The background starts to become more visible, showing other tanks and military vehicles in the hangar.",
+          "The middle segment of the video focuses on the turret and main gun of the tank, providing a detailed view of the weapon system. The camera then moves along the mid-body of the tank, displaying the armor plating and various hatches. The consistent presence of the hangar environment with red beams and other vehicles in the background maintains the context of the setting.",
+          "The latter part of the video captures the rear and side views of the tank, emphasizing the intricate details of the tracks and wheels. The camera then returns to the front of the tank, completing the circular tour. The background remains filled with other military vehicles, reinforcing the museum or storage facility setting.",
+          "The video concludes with a wide shot of the tank within the hangar, surrounded by other military vehicles. The camera provides a final comprehensive view of the tank from different angles, ensuring that all key features are highlighted. The consistent focus on the tank and the detailed exploration of its components effectively convey the main subject's identity and features throughout the video."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the main object maintain its identity throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Are there any instances where the main object appears to transform into a different type of vehicle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "tnt_full_regen_with_compression",
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_1a5e108074f33f006cf0feeaf343ca72253f8fe7be2d43c0a97e7c71026294f1_spatial"
+  },
+  {
+    "task_id": "mem_tnt_0b199d304a74f9c3d2003c36f68bbf95fa52d9983fd2275bdae66a61e23d49d5_object",
+    "instance_id": "mem_tnt_0b199d304a74f9c3d2003c36f68bbf95fa52d9983fd2275bdae66a61e23d49d5",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_0b199d304a74f9c3d2003c36f68bbf95fa52d9983fd2275bdae66a61e23d49d5.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a detailed exploration of a camouflaged military tank, specifically a Pz IV Ausf. H variant, marked with the red number '501' and a black cross insignia. The tank is displayed in a large indoor hangar with high ceilings and ample natural light streaming through windows. The camera moves smoothly around the tank, capturing its intricate details from various angles—starting from the side view highlighting the six large road wheels and track system, transitioning to the front to show the hull and turret, then moving to the rear to reveal the engine deck and exhausts. The camouflage paint pattern, consisting of greens, browns, and tans, remains consistent throughout, with fine details like rivets, hatches, antennas, and mounted equipment clearly visible. The video ensures identity persistence, geometric integrity, texture fidelity, semantic correctness, and occlusion recovery as the tank is viewed from all perspectives."
+        ],
+        "level_2": [
+          "The video begins with a side view of the camouflaged Pz IV Ausf. H tank, emphasizing its six large road wheels, track system, and the red number '501' on the turret. The camera slowly pans around the tank, revealing its front hull and turret, showcasing the black cross insignia and various mounted equipment. As the camera continues to move, it captures the rear of the tank, displaying the engine deck and exhaust systems. The indoor hangar setting provides a spacious backdrop with natural light illuminating the tank's intricate details and complex surface textures.",
+          "In the middle portion of the video, the focus shifts to the front and rear views of the tank. The front view highlights the hull's design, the main gun barrel, and the black cross insignia on both the hull and turret. The camera then moves to the rear, showing the engine deck, exhaust pipes, and additional mounted equipment. The consistent camouflage pattern and fine details such as rivets and hatches are maintained throughout, ensuring geometric integrity and texture fidelity. The spacious hangar environment allows for clear visibility of these features.",
+          "Toward the end, the video provides a comprehensive overview of the tank from multiple angles, including close-ups of the side, front, and rear. The side view emphasizes the track system and road wheels, while the front and rear views showcase the hull, turret, and engine deck respectively. The red number '501' and black cross insignia remain prominent, and the camera captures the tank's complex surface textures and mounting details. The video concludes with a final side view, reinforcing the tank's identity and structural consistency within the hangar setting."
+        ],
+        "level_3": [
+          "The video opens with a side view of the camouflaged Pz IV Ausf. H tank, focusing on its six large road wheels and track system. The red number '501' is clearly visible on the turret, and the black cross insignia can be seen on the hull. The camera begins to pan around the tank, gradually revealing more of its structure and details.",
+          "As the camera continues to move, it transitions to the front view of the tank, highlighting the hull's design, the main gun barrel, and the black cross insignia. The intricate details of the mounted equipment and the camouflage pattern are captured in detail. The camera then starts to move toward the rear of the tank, showing the engine deck and exhaust systems.",
+          "The middle section of the video focuses on the rear view of the tank, providing a clear look at the engine deck, exhaust pipes, and additional mounted equipment. The consistent camouflage pattern and fine details such as rivets and hatches are maintained, ensuring geometric integrity and texture fidelity. The spacious hangar environment allows for clear visibility of these features.",
+          "In the latter part of the video, the camera captures close-up views of the tank from the front and rear, emphasizing the hull's design, the main gun barrel, and the engine deck. The red number '501' and black cross insignia remain prominent, and the camera highlights the tank's complex surface textures and mounting details. The video ensures semantic correctness by presenting the tank from all necessary angles.",
+          "The video concludes with a final side view of the tank, reinforcing its identity and structural consistency within the hangar setting. The camera captures the intricate details of the track system and road wheels, ensuring identity persistence and texture fidelity. The spacious hangar environment provides a fitting backdrop for the detailed exploration of this military tank."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the tank's overall camouflage color scheme remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the initial left-side view of the tank, does the red '501' number appear in the same position and color as at the start?",
+          "options": [
+            "A. It appears slightly faded",
+            "B. It is in a different location",
+            "C. It looks identical",
+            "D. It has changed color"
+          ],
+          "answer": "C.",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the black cross insignias visible on both the front and rear views of the tank?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "During the pan from front to rear, does the tank's silhouette and general shape remain geometrically consistent without any apparent变形 or stretching?",
+          "options": [
+            "A. Yes, perfectly consistent",
+            "B. Slight distortion is visible",
+            "C. The shape changes significantly",
+            "D. Inconsistent due to occlusion"
+          ],
+          "answer": "A.",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "After the camera moves away and then back to the side profile, is the tank's appearance identical to the first time this angle was shown?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the tank's six-wheel configuration remain constant and correctly proportioned in all views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Is the relationship between the turret and the hull maintained consistently, with no apparent misalignment or rotation issues?",
+          "options": [
+            "A. Always aligned",
+            "B. Occasionally misaligned",
+            "C. Frequently rotated incorrectly",
+            "D. Severely distorted"
+          ],
+          "answer": "A.",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Do the track links and road wheels maintain their correct spacing and alignment throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "When viewing the tank from directly behind, are the exhaust pipes and rear fenders geometrically stable and undistorted?",
+          "options": [
+            "A. Perfectly stable",
+            "B. Slightly warped",
+            "C. Moderately distorted",
+            "D. Severely deformed"
+          ],
+          "answer": "A.",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the tank's overall length-to-width ratio appear consistent across all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Are the individual camouflage patches (greens, browns, tans) clearly defined and consistent in their shapes and boundaries across all views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "How does the sharpness of the red '501' number change as the camera moves from close-up to wider shots?",
+          "options": [
+            "A. It becomes significantly blurrier",
+            "B. It remains sharp at all distances",
+            "C. It loses some detail but stays legible",
+            "D. It is only clear in certain angles"
+          ],
+          "answer": "C.",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Are the black cross insignias consistently crisp and well-defined in all lighting conditions and angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Does the texture of the metal tracks and road wheels show consistent wear and tear patterns throughout the video?",
+          "options": [
+            "A. Completely uniform wear",
+            "B. Slight variations due to lighting",
+            "C. Noticeable inconsistencies in wear patterns",
+            "D. Severe inconsistency in texture"
+          ],
+          "answer": "B.",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Are small details like the hatch covers, antennas, and equipment mounts on the tank's exterior consistently visible and unchanged in appearance?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When viewing the tank from the front, does it show the characteristic sloped front plate and main gun barrel, semantically representing the front of a tank?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "From the rear view, is the engine deck, exhaust stacks, and return rollers correctly represented semantically?",
+          "options": [
+            "A. Fully correct",
+            "B. Partially correct",
+            "C. Incorrectly represented",
+            "D. Not visible at all"
+          ],
+          "answer": "A.",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Does the side view correctly show the length of the hull, the road wheels, and the track running along the side?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "When the camera is positioned above and looking down on the turret, are the hatches and top-mounted equipment semantically correct for that viewpoint?",
+          "options": [
+            "A. Perfectly correct",
+            "B. Slightly off",
+            "C. Misrepresented",
+            "D. Unrecognizable"
+          ],
+          "answer": "A.",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Are there any instances where a part of the tank is shown from an incorrect or impossible angle (e.g., seeing the inside of the hull from the outside)?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "When the tank's rear section comes back into view after being out of frame, do the exhaust stacks and rear fenders look exactly as they did before?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "After the camera pans past the front of the tank and returns to the side, is the red '501' number visible again in the same condition as before?",
+          "options": [
+            "A. Identical appearance",
+            "B. Slightly less vibrant",
+            "C. Different position",
+            "D. Missing entirely"
+          ],
+          "answer": "A.",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the camouflage pattern on the side of the tank maintain its continuity and alignment when the camera moves from one side to the other and back?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "When the tank's front right road wheel comes back into view after being obscured, is its appearance (color, wear) consistent with previous views?",
+          "options": [
+            "A. Perfectly consistent",
+            "B. Slightly different due to lighting",
+            "C. Noticeably altered",
+            "D. Unrecognizable"
+          ],
+          "answer": "A.",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Are the details on the turret, such as the main gun barrel and hatches, consistent in appearance when they re-enter the frame from different directions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the red number '501' remain visible on the turret throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:43.670215"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the requirement for the tank's identity in the video?",
+          "options": [
+            "A. The tank should appear as different models in each segment",
+            "B. The tank's markings must be consistently visible across all angles",
+            "C. The tank should change color patterns over time",
+            "D. The tank should disappear and reappear with new features"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:43.670251"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Are the six large road wheels consistently shown from all sides of the tank?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:43.670266"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "What is essential for maintaining geometric integrity in the tank’s representation?",
+          "options": [
+            "A. Changing the number of road wheels based on camera angle",
+            "B. Preserving the correct shape and structure of the hull and turret",
+            "C. Adding fictional components like extra turrets",
+            "D. Altering the size of the main gun barrel in different views"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:43.670273"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Are the camouflage paint patterns (greens, browns, tans) consistent across all views of the tank?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:43.670281"
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "Which detail demonstrates the need for texture fidelity?",
+          "options": [
+            "A. The tank changes its color scheme every 10 seconds",
+            "B. The visibility of rivets and hatches across multiple angles",
+            "C. The tank becomes transparent in certain lighting",
+            "D. The exhaust pipes disappear in rear view"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:43.670288"
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Does the video begin and end with a side view of the tank?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:43.670308"
+        },
+        {
+          "question_id": "33",
+          "type": "multiple_choice",
+          "question": "What must be preserved for horizontal loop memory to be successful?",
+          "options": [
+            "A. The tank’s appearance must differ at the start and end",
+            "B. The camera path must return to the exact initial viewpoint",
+            "C. The lighting should dim at the end",
+            "D. The background must change"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:43.670314"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_0b199d304a74f9c3d2003c36f68bbf95fa52d9983fd2275bdae66a61e23d49d5_object"
+  },
+  {
+    "task_id": "mem_tnt_c377e6c6722ada96fe40ab147f9fee05963e9cc40b9e6cdc51dd48e788f2e0d1_object",
+    "instance_id": "mem_tnt_c377e6c6722ada96fe40ab147f9fee05963e9cc40b9e6cdc51dd48e788f2e0d1",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_c377e6c6722ada96fe40ab147f9fee05963e9cc40b9e6cdc51dd48e788f2e0d1.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "An object-centric video showcasing a vintage blue flatbed truck parked on a city sidewalk. The truck features sky-blue paint with visible rust and chipped areas, wooden slat sides on the flatbed, white-rimmed wheels with black tires, and a logo on the door reading 'SAN PEDRO SQUARE MARKET' with a house graphic. The camera moves around the truck in a continuous orbit, capturing it from various angles—front, side, rear, and three-quarter views—while maintaining focus on the vehicle's details. The background includes urban elements such as trees, street lamps, outdoor seating with yellow umbrellas, and a modern building facade. The lighting is natural daylight, highlighting the textures of the truck's weathered surface."
+        ],
+        "level_2": [
+          "At the beginning, the video presents a side view of the vintage blue flatbed truck, emphasizing its wooden slat sides and rusted blue paint. The camera slowly pans around the truck, revealing the front grille and headlights, which show signs of age-related wear. In the middle section, the focus shifts to the rear of the truck, displaying the tailgate and license plate area, while also capturing the surrounding urban environment with tables and chairs set up for an outdoor café. Toward the end, the camera returns to the front of the truck, providing a detailed look at the 'SAN PEDRO SQUARE MARKET' logo and the overall condition of the vehicle's exterior.",
+          "The video starts with a close-up of the truck's side, highlighting the contrast between the faded blue paint and the dark wooden bed. As the camera moves forward, it captures the front of the truck, focusing on the worn-out grille and headlights. Midway through, the perspective shifts to the rear, showing the tailgate and the license plate, with the background featuring a mix of greenery and urban structures. In the final part, the camera circles back to the front, offering a comprehensive view of the truck's branding and overall aesthetic.",
+          "Initially, the video frames the truck from a slightly elevated angle, showcasing the wooden bed and the side profile. The camera then transitions smoothly to the front, detailing the aged headlights and the iconic 'SAN PEDRO SQUARE MARKET' logo. As the video progresses, the rear of the truck comes into view, with the camera capturing the tail lights and the license plate. Finally, the camera completes its orbit by returning to the front, reinforcing the truck's vintage charm and its placement within the urban setting."
+        ],
+        "level_3": [
+          "The video opens with a side view of the vintage blue flatbed truck, focusing on the wooden slats of the bed and the rusted blue paint. The camera begins its movement by panning left, gradually revealing the front of the truck and its weathered grille. The initial 20% of the video sets the stage by establishing the truck's presence in the urban environment, with trees and outdoor seating visible in the background.",
+          "As the camera continues its orbit, it moves past the front of the truck, capturing the details of the headlights and the 'SAN PEDRO SQUARE MARKET' logo on the door. The next 20% of the video focuses on the transition from the front to the rear, with the camera tilting slightly upward to emphasize the height of the wooden bed. The background remains consistent, featuring the same urban elements but from different angles.",
+          "In the third segment, the camera reaches the rear of the truck, providing a clear view of the tailgate, license plate, and red tail lights. The surrounding area includes a glimpse of the street and additional buildings, adding depth to the scene. The camera then begins its return journey toward the front, maintaining a steady pace and keeping the truck centered in the frame.",
+          "The fourth segment brings the camera back to the front of the truck, where it lingers for a moment to highlight the details of the grille and the overall condition of the vehicle. The camera then pans slightly to the right, offering a three-quarter view that combines both the front and side perspectives. This part of the video reinforces the truck's vintage appeal and its integration into the urban landscape.",
+          "In the final 20%, the camera completes its full orbit around the truck, returning to the initial side view. The video concludes by reiterating the key visual features of the truck, such as the rusted paint, wooden bed, and branding, while also showcasing the consistency of the urban setting throughout the entire sequence."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the truck retain its fundamental blue color identity from start to finish?",
+          "options": [
+            "Yes",
+            "No",
+            "Only partially",
+            "It changes to another color"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How consistent is the overall shape of the truck across different camera angles?",
+          "options": [
+            "A. Perfectly consistent with no distortion",
+            "B. Generally consistent but with minor perspective changes",
+            "C. Somewhat inconsistent with noticeable变形",
+            "D. Highly inconsistent with major structural changes"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the wooden slats on the flatbed consistently visible and unchanged in structure throughout the video?",
+          "options": [
+            "Yes",
+            "No",
+            "Sometimes visible",
+            "They disappear and reappear"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Does the truck's logo ('SAN PEDRO SQUARE MARKET') remain legible and in the same relative position on the door across all views?",
+          "options": [
+            "A. Always legible and correctly positioned",
+            "B. Legible but shifts position slightly",
+            "C. Occasionally obscured or less clear",
+            "D. Never consistent in appearance"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is there any evidence of the truck changing its physical identity (e.g., parts appearing/disappearing) during the pan?",
+          "options": [
+            "Yes",
+            "No",
+            "Only in certain extreme angles",
+            "It happens but is corrected by the end"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the truck appear to maintain its correct proportions and geometric structure when viewed from the front compared to the side?",
+          "options": [
+            "Yes",
+            "No",
+            "Only approximately",
+            "It appears significantly warped"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When viewing the rear of the truck, does the flatbed's rectangular shape remain intact without apparent stretching or compression?",
+          "options": [
+            "A. Clearly intact",
+            "B. Slightly distorted",
+            "C. Moderately distorted",
+            "D. Severely distorted"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are the wheel shapes and their attachment to the chassis consistently represented across all camera angles?",
+          "options": [
+            "Yes",
+            "No",
+            "Only in some angles",
+            "They appear deformed in certain views"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "Does the truck's cab roofline and windshield shape appear consistent when transitioning from a side view to a front-three-quarter view?",
+          "options": [
+            "A. Perfectly consistent",
+            "B. Generally consistent with expected perspective change",
+            "C. Somewhat inconsistent",
+            "D. Highly inconsistent"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is there any visual evidence of the truck's body being stretched, compressed, or otherwise geometrically deformed during the camera movement?",
+          "options": [
+            "Yes",
+            "No",
+            "Only in the rear view",
+            "Only in the front view"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Are the rust patches and chipped paint on the truck's body consistently visible and sharp across all camera angles?",
+          "options": [
+            "Yes",
+            "No",
+            "Only in close-up shots",
+            "They are blurred or missing in most views"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "How well are the details of the wooden slats on the flatbed preserved when viewed from the side versus the rear?",
+          "options": [
+            "A. Equally sharp and detailed",
+            "B. Sharper on the side than the rear",
+            "C. Sharper on the rear than the side",
+            "D. Neither view shows detail clearly"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Is the texture of the white-painted grille and bumper consistently shown with the same level of wear and tear in both front and front-three-quarter views?",
+          "options": [
+            "Yes",
+            "No",
+            "Only in the direct front view",
+            "Only in the front-three-quarter view"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "When comparing the texture of the truck's paint in the initial side view to the final front view, how would you describe the consistency?",
+          "options": [
+            "A. Perfectly consistent in all details",
+            "B. Generally consistent but with slight differences due to angle",
+            "C. Somewhat inconsistent",
+            "D. Highly inconsistent"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Are the small details like the license plate text and the logo graphics consistently sharp and readable across all camera movements?",
+          "options": [
+            "Yes",
+            "No",
+            "Only in certain angles",
+            "They are never clear"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When viewing the rear of the truck, does it show the back of the vehicle with taillights and license plate, as expected?",
+          "options": [
+            "Yes",
+            "No",
+            "Only partially",
+            "It shows the front instead"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "As the camera moves from the side to the front, does the orientation of the truck's features (like the grille and headlights) change logically?",
+          "options": [
+            "A. Yes, they transition smoothly and logically",
+            "B. No, there's an illogical jump in orientation",
+            "C. Only sometimes do they transition logically",
+            "D. The orientation is always incorrect"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "When viewing the truck from the front, is the driver's side door visible and correctly oriented?",
+          "options": [
+            "Yes",
+            "No",
+            "Only in some front views",
+            "It's shown as the passenger side"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "Does the truck's logo and text ('SAN PEDRO SQUARE MARKET') maintain a consistent semantic orientation (not upside down or mirrored) across all views?",
+          "options": [
+            "A. Always consistent",
+            "B. Generally consistent",
+            "C. Sometimes inconsistent",
+            "D. Often inconsistent"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Are there any instances where a part of the truck is shown in an impossible or semantically incorrect way (e.g., a second front visible from the side)?",
+          "options": [
+            "Yes",
+            "No",
+            "Only in very distant views",
+            "Only in reflections"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the lighting on the truck appear consistent throughout the video, or does it change dramatically between shots?",
+          "options": [
+            "Yes, consistent",
+            "No, it changes noticeably",
+            "Only in certain angles",
+            "It's unpredictable"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "How would you rate the overall visual coherence of the truck's appearance across all camera movements?",
+          "options": [
+            "A. Excellent - everything looks perfectly integrated",
+            "B. Good - minor inconsistencies but mostly coherent",
+            "C. Fair - some noticeable issues",
+            "D. Poor - many problems with consistency"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Is there any evidence of digital artifacts (e.g., warping, ghosting, or unnatural blending) affecting the truck's appearance?",
+          "options": [
+            "Yes",
+            "No",
+            "Only in transitions between shots",
+            "Only in close-ups"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "When comparing the truck's appearance in the first few seconds to the last few seconds, how would you describe the consistency?",
+          "options": [
+            "A. Virtually identical",
+            "B. Very similar with only minor changes",
+            "C. Somewhat different",
+            "D. Significantly different"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Does the truck's shadow or interaction with the ground plane remain consistent with its 3D form and lighting conditions?",
+          "options": [
+            "Yes",
+            "No",
+            "Only in certain angles",
+            "It's inconsistent"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the vintage blue flatbed truck maintain its identity throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:52.388380"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which feature confirms the truck's identity persistence across segments?",
+          "options": [
+            "A. Color of the sky",
+            "B. 'SAN PEDRO SQUARE MARKET' logo",
+            "C. Changing background",
+            "D. Camera angle"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:52.388414"
+        },
+        {
+          "question_id": "28",
+          "type": "multiple_choice",
+          "question": "What aspect of the truck must stay consistent to preserve geometric integrity?",
+          "options": [
+            "A. Branding text color",
+            "B. Wheel alignment and body shape",
+            "C. Background lighting",
+            "D. Camera speed"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:52.388433"
+        },
+        {
+          "question_id": "29",
+          "type": "binary",
+          "question": "Are specific textures like rust and chipped paint mentioned as important visual details?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:52.388441"
+        },
+        {
+          "question_id": "30",
+          "type": "multiple_choice",
+          "question": "Which texture detail must remain consistent across all camera angles?",
+          "options": [
+            "A. Yellow umbrellas",
+            "B. Rust on the truck’s surface",
+            "C. Building facade",
+            "D. Camera path"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:52.388447"
+        },
+        {
+          "question_id": "31",
+          "type": "binary",
+          "question": "Does the video begin and end with the same side view of the truck?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:52.388454"
+        },
+        {
+          "question_id": "32",
+          "type": "multiple_choice",
+          "question": "What kind of camera motion is required for a complete horizontal loop?",
+          "options": [
+            "A. Zoom-in only",
+            "B. Vertical tilt",
+            "C. 360-degree orbit",
+            "D. Jump cut"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:52.388460"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_c377e6c6722ada96fe40ab147f9fee05963e9cc40b9e6cdc51dd48e788f2e0d1_object"
+  },
+  {
+    "task_id": "mem_tnt_5c230d78880b8c91f83954320759a4299ec025506ae677331c26e6220c455d3f_spatial",
+    "instance_id": "mem_tnt_5c230d78880b8c91f83954320759a4299ec025506ae677331c26e6220c455d3f",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_5c230d78880b8c91f83954320759a4299ec025506ae677331c26e6220c455d3f.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a bronze family statue situated in a circular brick plaza, surrounded by wooden benches and palm trees. The camera performs a smooth horizontal pan around the statue, capturing it from various angles while maintaining consistent background elements such as the modern building with glass windows and greenery. As the camera moves, it occasionally zooms in for closer views of the statue's details before returning to wider shots, ensuring spatial coherence and continuity throughout the exploration."
+        ],
+        "level_2": [
+          "At the beginning, the camera focuses on the bronze family statue from a frontal perspective, highlighting its intricate details and the inscription on its base. The surrounding environment includes a circular brick plaza, wooden benches, and a tall palm tree. In the middle, the camera pans horizontally around the statue, offering side and rear views while keeping the background buildings and greenery consistently visible. Toward the end, the camera retraces its path, revisiting earlier angles and zooming in slightly to emphasize specific features of the statue before concluding with a final wide shot."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a frontal view of the bronze family statue, showcasing its detailed craftsmanship and the inscription on its base. The surrounding area features a circular brick plaza, wooden benches, and a prominent palm tree, with a modern building visible in the background.",
+          "20-40%: The camera begins a slow horizontal pan to the right, revealing the side profile of the statue and providing a view of the wooden benches and greenery encircling the plaza. The background remains consistent, with the building and palm tree staying in frame.",
+          "40-60%: Continuing the pan, the camera moves further around the statue, capturing its rear view and emphasizing the flowing drapery of the figures' garments. The plaza's circular design and the evenly spaced benches become more apparent as the camera explores different perspectives.",
+          "60-80%: The camera starts to retrace its path, moving back toward the initial frontal view of the statue. It zooms in slightly to focus on the faces and hands of the figures, highlighting their emotional expressions before pulling back to a wider shot.",
+          "80-100%: In the final segment, the camera completes its near 360-degree loop, revisiting the original framing of the statue. It captures the full composition once more, ensuring that all spatial elements, including the plaza, benches, and background structures, remain visually consistent and coherent."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree horizontal rotation around the statue?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How many times does the camera revisit a previously seen angle within the first 20 seconds?",
+          "options": [
+            "Once",
+            "Twice",
+            "Three times",
+            "More than three times"
+          ],
+          "answer": "Twice",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the statue consistently framed in the same orientation when the camera returns to a prior viewpoint?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary direction of camera movement during the looping motion?",
+          "options": [
+            "Clockwise",
+            "Counter-clockwise",
+            "Random",
+            "Alternating"
+          ],
+          "answer": "Clockwise",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the camera maintain consistent lighting and shadow positioning on the statue across looped views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera return to the exact starting position and angle by the end of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "How does the final framing of the statue compare to the opening shot?",
+          "options": [
+            "Identical",
+            "Slightly different",
+            "Significantly different",
+            "Unrecognizable"
+          ],
+          "answer": "Slightly different",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are there any noticeable discrepancies in the statue's position relative to the surrounding benches between the start and end of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "Which segment shows the most significant deviation from previously seen camera paths?",
+          "options": [
+            "0 seconds-10 seconds",
+            "10 seconds-20 seconds",
+            "20 seconds-40 seconds",
+            "40 seconds-60 seconds"
+          ],
+          "answer": "40 seconds-60 seconds",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the camera exhibit smooth transitions when retracing its path?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Do the wooden benches and palm trees reappear in the same configuration after exiting the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "How consistent is the appearance of the modern building with glass windows when it re-enters the frame?",
+          "options": [
+            "Perfectly consistent",
+            "Slightly altered",
+            "Noticeably different",
+            "Unrecognizable"
+          ],
+          "answer": "Perfectly consistent",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Are the shadows cast by the palm trees on the ground consistent across different camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "What happens to the background foliage when the camera completes a full loop?",
+          "options": [
+            "It appears unchanged",
+            "It shifts slightly",
+            "It becomes blurred",
+            "It disappears entirely"
+          ],
+          "answer": "It appears unchanged",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Do the people walking in the background maintain consistent movement patterns when they re-enter the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Does the statue remain the central focus throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "How would you describe the overall camera movement style?",
+          "options": [
+            "Linear and straightforward",
+            "Chaotic and unpredictable",
+            "Exploratory and dynamic",
+            "Static and unchanging"
+          ],
+          "answer": "Exploratory and dynamic",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are there any abrupt changes in camera perspective that disrupt spatial continuity?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the camera's relationship to the statue?",
+          "options": [
+            "The camera orbits the statue at a fixed distance",
+            "The camera moves erratically around the statue",
+            "The camera maintains a consistent framing of the statue",
+            "The camera frequently loses sight of the statue"
+          ],
+          "answer": "The camera maintains a consistent framing of the statue",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Does the video demonstrate coherent spatial navigation around the main subject?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_5c230d78880b8c91f83954320759a4299ec025506ae677331c26e6220c455d3f_spatial"
+  },
+  {
+    "task_id": "mem_tnt_347b192573971cc541124018fe08d0198d80de2b7133ef1be6bf93a51771450e_spatial",
+    "instance_id": "mem_tnt_347b192573971cc541124018fe08d0198d80de2b7133ef1be6bf93a51771450e",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_347b192573971cc541124018fe08d0198d80de2b7133ef1be6bf93a51771450e.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a continuous, smooth circular camera movement around a bronze horse statue positioned on a beige pedestal in an outdoor plaza. The statue, depicted mid-rear with dynamic energy, is surrounded by a well-maintained environment featuring green lawns, palm trees, and a mix of modern and traditional buildings in the background. As the camera orbits the statue, various perspectives of the surrounding area are revealed, including a nearby street with moving cars and pedestrians, while maintaining consistent spatial relationships between the foreground statue and the background landmarks. The lighting suggests late afternoon or early evening, with soft shadows enhancing the three-dimensional form of the sculpture."
+        ],
+        "level_2": [
+          "At the beginning, the camera focuses on the front-left side of the bronze horse statue, highlighting its rearing posture and detailed craftsmanship. The background includes a grassy area with young trees and a building with large windows. As the camera moves, it reveals more of the plaza, showing a street with parked cars and pedestrians walking along the sidewalk. In the middle, the view shifts to the rear of the statue, offering a perspective of the modern architecture across the lawn. Toward the end, the camera returns to the initial viewpoint, completing the loop while consistently capturing the interplay of light and shadow on the statue.",
+          "In the first third, the camera captures the left side of the statue, emphasizing its muscular form against the backdrop of a palm tree and a building with arched windows. The middle section shows the statue from behind, with the modern glass-and-concrete structure becoming more prominent. The final third revisits the front-left angle, reinforcing the continuity of the scene as the camera smoothly transitions back to where it started, ensuring all background elements reappear seamlessly.",
+          "The opening segment introduces the statue from a frontal-left angle, with the surrounding greenery and architecture framing the composition. Midway through, the camera pans right, showcasing the rear of the statue and the adjacent street with vehicles and people. By the end, the camera completes its orbit, returning to the original framing, thus creating a cohesive visual journey that highlights both the statue and its environment."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a close-up shot of the bronze horse statue from its front-left side. The statue is captured in a rearing pose, with its front legs lifted and mane flowing backward. The background features a neatly trimmed lawn, several young trees, and a building with a red-tiled roof and large windows. The lighting is soft, suggesting late afternoon, and the camera begins its slow, circular movement around the statue.",
+          "20-40%: As the camera continues its orbit, it moves from the front-left toward the rear of the statue, revealing more of the surrounding plaza. The background now includes a street with parked cars and pedestrians walking along the sidewalk. A tall palm tree becomes visible on the right side of the frame, adding to the tropical ambiance. The camera maintains a steady pace, keeping the statue centered while gradually shifting the viewer's perspective.",
+          "40-60%: The camera reaches the rear of the statue, providing a clear view of its powerful hindquarters and flowing tail. The background now prominently features a modern building with large glass windows and a sloped roof. The transition from the natural elements (trees and grass) to the architectural structures is smooth, with the camera continuing its circular path without abrupt changes in angle or focus.",
+          "60-80%: Moving further around the statue, the camera shifts to the right side, capturing the horse's profile as it faces away from the viewer. The background now includes a streetlamp and a glimpse of the street with moving cars. The camera’s movement remains fluid, maintaining a consistent distance from the statue while gradually revealing new elements of the environment, such as additional palm trees and a parking lot in the distance.",
+          "80-100%: In the final segment, the camera returns to the front-left side of the statue, completing the full circular orbit. The background once again features the building with arched windows and the neatly maintained lawn. The lighting remains consistent, with the soft glow of late afternoon sunlight highlighting the statue's details. The video concludes by reinforcing the spatial continuity established at the beginning, with all key elements reappearing in their expected positions."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree horizontal loop around the statue?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How many times does the camera revisit the initial front-facing view of the statue?",
+          "options": [
+            "Once",
+            "Twice",
+            "Three times",
+            "Four times"
+          ],
+          "answer": "Twice",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the statue's position relative to the palm tree consistent across different camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary camera motion type used to capture the statue?",
+          "options": [
+            "Zooming in and out",
+            "Vertical panning",
+            "Horizontal orbiting",
+            "Random movement"
+          ],
+          "answer": "Horizontal orbiting",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the camera maintain a consistent distance from the statue during the loop?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera retrace its path at least once during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "How many distinct segments of the path are visible before the camera completes a full loop?",
+          "options": [
+            "2",
+            "4",
+            "6",
+            "8"
+          ],
+          "answer": "6",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are the background buildings and trees consistent when the camera returns to a previously visited angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What happens to the position of the parked cars in the background as the camera orbits?",
+          "options": [
+            "They move out of frame",
+            "They remain static",
+            "They shift perspective",
+            "They disappear"
+          ],
+          "answer": "They shift perspective",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is the statue's shadow consistent across different camera angles due to the same lighting conditions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Do background elements like the street and parked cars re-enter the frame after exiting?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "How many times do the modern glass buildings reappear in the background?",
+          "options": [
+            "Once",
+            "Twice",
+            "Three times",
+            "Four times"
+          ],
+          "answer": "Three times",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Are the palm trees consistently positioned relative to the statue when they re-enter the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "What remains constant in the background as the camera orbits?",
+          "options": [
+            "Lighting conditions",
+            "Position of the statue",
+            "Color of the sky",
+            "All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Do the re-entering background elements match their previous appearances in terms of detail and clarity?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Are any background elements occluded by the statue at any point?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "When the statue occludes the street, how consistent is the reveal of the street when the statue moves away?",
+          "options": [
+            "Perfectly consistent",
+            "Slightly inconsistent",
+            "Moderately inconsistent",
+            "Highly inconsistent"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Does the revealed background after occlusion match the previously seen state of that area?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "Which element is most consistently revealed after being occluded?",
+          "options": [
+            "Parked cars",
+            "Street lamps",
+            "Buildings",
+            "Pedestrians"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Is there any noticeable change in the appearance of the background when an occluded area is revealed again?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_347b192573971cc541124018fe08d0198d80de2b7133ef1be6bf93a51771450e_spatial"
+  },
+  {
+    "task_id": "mem_tnt_244802e503a003b212b2da2e7e2265cc15a97b19ec1933487096f94417132017_spatial",
+    "instance_id": "mem_tnt_244802e503a003b212b2da2e7e2265cc15a97b19ec1933487096f94417132017",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_244802e503a003b212b2da2e7e2265cc15a97b19ec1933487096f94417132017.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a bronze statue of a seated man reading, positioned on a circular stone base in a lush garden. The camera performs a continuous horizontal orbit around the statue, capturing it from various angles while maintaining consistent lighting and background elements such as the green lawn, flowerbeds with red and white flowers, and a beige building with arched windows in the distance. As the camera moves, it retraces its path multiple times, revisiting similar viewpoints to emphasize spatial coherence. The statue remains the central focus throughout, with the surrounding environment providing a serene and picturesque backdrop."
+        ],
+        "level_2": [
+          "At the beginning, the camera introduces the bronze statue of a seated man reading, set on a circular stone base amidst a vibrant garden. The initial shots capture the statue from a frontal perspective, highlighting its detailed craftsmanship and the tranquil setting of green grass, colorful flowerbeds, and a distant building with arched windows. In the middle, the camera begins its horizontal orbit, smoothly circling the statue to reveal different angles and perspectives, while consistently showcasing the surrounding landscape. Toward the end, the camera continues its loop-like trajectory, re-exploring previously seen viewpoints and ensuring that all parts of the scene are revisited coherently, maintaining a sense of spatial continuity."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a frontal view of the bronze statue of a seated man reading, situated on a circular stone base. The camera captures the statue's intricate details, with the lush green lawn, vibrant flowerbeds, and a beige building with arched windows forming a picturesque background. The lighting is bright and consistent, emphasizing the serene garden setting.",
+          "20-40%: The camera begins its horizontal orbit around the statue, smoothly transitioning from the frontal view to side angles. As it moves, the statue's back and side profiles become visible, revealing more of its sculptural form. The surrounding garden elements, including the flowerbeds and distant building, remain consistent, providing a stable backdrop for the dynamic camera movement.",
+          "40-60%: Continuing its orbit, the camera captures the statue from various angles, including close-ups of its seated posture and the book it holds. The circular stone base and the shallow pool of water around it are prominently featured. The camera's movement is fluid, maintaining a steady pace as it explores the statue's details while keeping the background elements in view.",
+          "60-80%: The camera completes its first full orbit around the statue, returning to a perspective similar to the initial frontal shot. It then begins to retrace its path, revisiting previously shown angles and viewpoints. This retracing emphasizes the loop-like nature of the camera movement, reinforcing spatial coherence and allowing viewers to recognize familiar elements within the scene.",
+          "80-100%: In the final segment, the camera continues its horizontal exploration, circling the statue once more. It captures the statue from a variety of angles, including close-ups of its facial features and the texture of its clothing. The surrounding garden, with its green lawn, flowerbeds, and distant building, remains a constant presence, providing a cohesive and immersive visual experience."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree horizontal rotation around the statue?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How many distinct phases does the camera's horizontal movement around the statue appear to have?",
+          "options": [
+            "A. One continuous phase",
+            "B. Two repeating phases",
+            "C. Three alternating phases",
+            "D. Four segmented phases"
+          ],
+          "answer": "B. Two repeating phases",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are there moments where the camera returns to an almost identical angle seen earlier in the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary direction of camera movement during the loop?",
+          "options": [
+            "A. Clockwise",
+            "B. Counter-clockwise",
+            "C. Random",
+            "D. Alternating"
+          ],
+          "answer": "A. Clockwise",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the camera maintain a consistent distance from the statue throughout the horizontal loop?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera revisit the same side of the statue more than once during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "At what point in the video does the camera first return to a viewpoint very similar to the opening shot?",
+          "options": [
+            "A. 10 seconds-15 seconds",
+            "B. 20 seconds-25 seconds",
+            "C. 30 seconds-35 seconds",
+            "D. 40 seconds-45 seconds"
+          ],
+          "answer": "B. 20 seconds-25 seconds",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is there evidence of the camera moving back along a path it had previously taken?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "How many times does the camera pass by the flowerbed on the right side of the statue?",
+          "options": [
+            "A. Once",
+            "B. Twice",
+            "C. Three times",
+            "D. Four times"
+          ],
+          "answer": "C. Three times",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the camera ever return to the exact starting angle within the first 10 seconds of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Do the flowerbeds and benches in the background reappear in the same configuration after being occluded?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When the camera moves behind the statue, which background element is temporarily occluded?",
+          "options": [
+            "A. The main building",
+            "B. The flowerbeds",
+            "C. The wooden bench",
+            "D. The tall trees"
+          ],
+          "answer": "A. The main building",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Is the relative position of the building to the statue consistent when viewed from opposite sides?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "How many times do the flowerbeds re-enter the frame after being out of view?",
+          "options": [
+            "A. Once",
+            "B. Twice",
+            "C. Three times",
+            "D. Four times"
+          ],
+          "answer": "C. Three times",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the lighting on the background building remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Does the camera exhibit both panning and tilting motions simultaneously?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "What is the primary type of camera movement observed throughout the video?",
+          "options": [
+            "A. Purely linear tracking",
+            "B. Purely rotational",
+            "C. Complex combination of panning, tilting, and orbiting",
+            "D. Stationary with zoom"
+          ],
+          "answer": "C. Complex combination of panning, tilting, and orbiting",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are there noticeable changes in the statue's apparent size due to camera zooming?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the camera's elevation change while circling the statue?",
+          "options": [
+            "A. It remains at a constant height",
+            "B. It frequently changes height",
+            "C. It only tilts up or down",
+            "D. It alternates between high and low elevations"
+          ],
+          "answer": "A. It remains at a constant height",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Does the video show any abrupt or jerky camera movements that disrupt spatial coherence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_244802e503a003b212b2da2e7e2265cc15a97b19ec1933487096f94417132017_spatial"
+  },
+  {
+    "task_id": "mem_tnt_a4764f2ff7a08c7d8dae83b3891516592f4b7eb732e6e4e645a235b8aa04138f_spatial",
+    "instance_id": "mem_tnt_a4764f2ff7a08c7d8dae83b3891516592f4b7eb732e6e4e645a235b8aa04138f",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_a4764f2ff7a08c7d8dae83b3891516592f4b7eb732e6e4e645a235b8aa04138f.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video presents a comprehensive exploration of a Victorian-style monument situated in a park, featuring a seated bronze statue within an arched structure atop a multi-tiered stone base. The camera performs a continuous horizontal pan around the monument, capturing it from various angles while maintaining consistent alignment and scale. As the camera moves, it tilts up and down to focus on different parts of the monument, including its base, middle section, and the statues at its apex. Background elements such as tall trees, a modern angular building to the left, and a paved walkway encircling the monument remain consistently visible, re-entering the frame as the camera pans. The lighting and positioning of these elements are preserved when they reappear, ensuring spatial coherence throughout the dynamic camera movements."
+        ],
+        "level_2": [
+          "At the beginning, the video focuses on the base of the Victorian-style monument, showcasing its multi-tiered stone structure and the surrounding green grass with small white flowers. The camera slowly tilts upward, revealing the seated bronze statue within the arched structure. In the middle, the camera continues its horizontal pan around the monument, capturing it from different perspectives while maintaining consistent alignment and scale. The background, including tall trees and a modern angular building to the left, remains visible as the camera moves. Toward the end, the camera tilts up further to focus on the upper portion of the monument, highlighting the statues at its apex, before completing the loop and returning to earlier viewpoints.",
+          "In the first third of the video, the camera starts with a close-up of the monument's base, emphasizing the detailed stonework and the paved walkway around it. As the video progresses into the second third, the camera pans horizontally, offering a full view of the monument from all sides, with the background elements like trees and the modern building consistently framing the scene. In the final third, the camera tilts upward, focusing on the upper sections of the monument, including the statues at the top, while the background remains stable and recognizable.",
+          "The initial segment of the video captures the lower part of the monument, focusing on its stone base and the surrounding park environment. The middle segment involves a continuous horizontal pan around the monument, with the camera tilting to show different angles and details, such as the inscriptions on the base and the seated bronze statue. The latter part of the video features vertical perspective changes, with the camera tilting up to reveal the statues at the top of the monument, while the background elements like trees and the modern building reappear consistently as the camera completes its loop."
+        ],
+        "level_3": [
+          "The video opens with a close-up view of the monument's base, highlighting the intricate stonework and the paved path surrounding it. The camera then begins a slow upward tilt, gradually revealing the seated bronze statue within the arched structure. During this initial phase, the background includes tall trees and a modern angular building to the left, which remain partially visible.",
+          "As the camera continues its movement, it starts a horizontal pan around the monument, capturing it from various angles. The pan is smooth and systematic, ensuring that the monument remains the central focus while the background elements, such as the trees and the modern building, stay consistently framed. The camera maintains a steady pace, allowing viewers to appreciate the monument's details from multiple perspectives.",
+          "During the middle portion of the video, the camera continues its horizontal pan, now focusing more on the middle section of the monument. The seated bronze statue is prominently featured, and the camera occasionally tilts to provide closer views of the inscriptions on the base. The background remains stable, with the trees and modern building consistently visible as the camera moves around the monument.",
+          "In the latter part of the video, the camera begins to tilt upward, focusing on the upper portion of the monument. This shift in perspective reveals the statues at the apex, adding a new layer of detail to the scene. The background elements, including the trees and the modern building, re-enter the frame as the camera completes its loop, maintaining spatial coherence. The lighting and positioning of these elements are preserved, ensuring a seamless transition between different angles.",
+          "Toward the end, the camera continues its horizontal pan, revisiting earlier viewpoints to complete the loop. The focus returns to the base of the monument, with the camera tilting downward to capture the detailed stonework once again. The background elements, such as the trees and the modern building, remain consistently visible, providing a sense of continuity. The video concludes with a final view of the monument from a slightly elevated angle, emphasizing its grandeur and the surrounding park environment."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera complete a full horizontal loop around the monument?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "At approximately what degree does the camera appear to re-engage with a previously seen angle?",
+          "options": [
+            "A. 90 degrees",
+            "B. 180 degrees",
+            "C. 270 degrees",
+            "D. 360 degrees"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are there moments where the monument appears nearly identical to an earlier shot after a full rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which landmark is consistently visible on the left side throughout the pan?",
+          "options": [
+            "A. A fountain",
+            "B. The modern angular building",
+            "C. Tall trees",
+            "D. A bridge"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "How would you describe the camera's movement around the monument?",
+          "options": [
+            "A. Random exploration",
+            "B. Clockwise loop",
+            "C. Counter-clockwise loop",
+            "D. Zigzag pattern"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera revisit specific angles of the monument after moving past them?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "After panning right, at which point does the camera begin to retrace its path back toward the initial viewpoint?",
+          "options": [
+            "A. Around 45 seconds",
+            "B. Around 90 seconds",
+            "C. Around 135 seconds",
+            "D. Around 180 seconds"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is there a noticeable recovery of the original framing of the monument's base seen at the start?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What visual cue most strongly supports the idea of path retracing?",
+          "options": [
+            "A. The changing sky conditions",
+            "B. The consistent visibility of the modern building",
+            "C. The monument appearing nearly identical to an earlier shot",
+            "D. The appearance of new background structures"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "How many times does the camera appear to pass by the same general area of the monument?",
+          "options": [
+            "A. Once",
+            "B. Twice",
+            "C. Three times",
+            "D. Multiple times"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the camera tilt significantly upwards to capture the top of the monument?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When the camera tilts up, which part of the monument comes into focus?",
+          "options": [
+            "A. The seated bronze statue",
+            "B. The ornate spire and winged figures",
+            "C. The engraved plaque on the base",
+            "D. The paved walkway"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Is the top of the monument consistently framed when the camera tilts up from different horizontal positions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "What happens to the relative position of the sky and the monument's top as the camera tilts up?",
+          "options": [
+            "A. The sky becomes more prominent",
+            "B. The monument's top moves out of frame",
+            "C. The sky remains constant",
+            "D. The monument's top aligns with the horizon"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "15",
+          "type": "multiple_choice",
+          "question": "How does the camera handle the transition between looking at the base and the top of the monument?",
+          "options": [
+            "A. Abruptly",
+            "B. With a smooth tilt",
+            "C. By cutting to a different angle",
+            "D. By zooming in and out"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Do background elements like the modern building and trees re-enter the frame after being out of view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "Which background element is visible on the left side at the beginning and reappears later in the pan?",
+          "options": [
+            "A. A fountain",
+            "B. The modern angular building",
+            "C. Tall trees",
+            "D. A bridge"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are the trees in the background consistently positioned relative to the monument when they reappear?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "What happens to the visibility of the modern building as the camera completes a full rotation?",
+          "options": [
+            "A. It is never visible",
+            "B. It is visible only at the start",
+            "C. It is visible at both the start and end",
+            "D. It is visible only at the end"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "How do the background elements behave in terms of re-entry?",
+          "options": [
+            "A. They disappear and are never seen again",
+            "B. They re-enter the frame in a different location",
+            "C. They re-enter the frame consistently",
+            "D. They are replaced by new elements"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the video exhibit a combination of horizontal and vertical camera movements?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which type of camera movement is NOT prominently featured in the video?",
+          "options": [
+            "A. Panning",
+            "B. Tilting",
+            "C. Zooming",
+            "D. Rotating"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Is the camera distance from the monument relatively consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "How would you best describe the overall camera motion strategy?",
+          "options": [
+            "A. Random exploration of the park",
+            "B. Systematic around-the-monument tour",
+            "C. Focused on the foreground only",
+            "D. Static with no movement"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "25",
+          "type": "multiple_choice",
+          "question": "What is the primary purpose of the camera's spatial exploration?",
+          "options": [
+            "A. To showcase the entire monument and its surroundings",
+            "B. To focus on the details of the bronze statue",
+            "C. To highlight the modern building",
+            "D. To create abstract visual effects"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_a4764f2ff7a08c7d8dae83b3891516592f4b7eb732e6e4e645a235b8aa04138f_spatial"
+  },
+  {
+    "task_id": "mem_tnt_88d372e8fdd3bf9ff3f3165e627d8e178998fc2481c48402178bda80a087ad21_spatial",
+    "instance_id": "mem_tnt_88d372e8fdd3bf9ff3f3165e627d8e178998fc2481c48402178bda80a087ad21",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_88d372e8fdd3bf9ff3f3165e627d8e178998fc2481c48402178bda80a087ad21.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a stationary yellow Caterpillar 950F wheel loader with an LC8V78 bucket, situated in a dry grass field under a clear blue sky. The camera performs a continuous and deliberate exploration around the loader, capturing it from various angles as it moves horizontally in a near-complete orbit, tilts up and down to show different elevations, and zooms in and out for close-ups of specific parts like the bucket and wheels. Background elements such as green trees, a dead tree stump on the right, and distant hills repeatedly enter and exit the frame as the camera orbits, requiring consistent alignment and scale upon revisiting these areas. The video maintains spatial and environmental consistency throughout, ensuring that the loader's appearance, relative positioning, and background re-entry are visually coherent."
+        ],
+        "level_2": [
+          "At the beginning, the camera focuses on the front-left side of the yellow Caterpillar 950F wheel loader, highlighting its large bucket and robust tires against a backdrop of dry grass and green trees. As the video progresses, the camera smoothly transitions into a horizontal orbit around the loader, capturing it from the front, sides, and rear, while occasionally tilting up to show the cab and down to focus on the wheels and bucket. The camera also zooms in for detailed views of the bucket's teeth and the tire treads, before pulling back to reveal the entire machine. Throughout this segment, the dead tree stump and surrounding trees remain visible, entering and exiting the frame as the camera moves.",
+          "In the middle portion, the camera continues its orbit around the loader, now focusing more on the rear and side profiles. The vertical perspective shifts as the camera tilts up to capture the top of the cab and then down to emphasize the large rear tires and the exhaust stack. The zooming in and out becomes more pronounced, with close-ups of the loader's side decals and mechanical components. The background remains consistent, with the green trees and distant hills providing a stable environment as the camera re-enters familiar angles and perspectives.",
+          "Toward the end, the camera completes its orbit by returning to the front-left view of the loader, mirroring the initial shot. The final scenes include a few more zoom-ins on the bucket and wheels, reinforcing the detailed examination of the loader's features. The camera then pulls back to a wide shot, showing the entire machine in the context of the dry field, with the dead tree stump and trees in the background. The video concludes with a steady, comprehensive view of the loader, ensuring all spatial and environmental elements are consistently represented."
+        ],
+        "level_3": [
+          "The video opens with a close-up of the front-left side of the yellow Caterpillar 950F wheel loader, showcasing its large bucket and rugged tires. The camera begins a smooth horizontal movement, starting to circle the loader while maintaining a consistent distance. The initial focus is on the front, gradually transitioning to the side as the camera orbits. The background features dry grass, green trees, and a dead tree stump on the right, which become part of the frame as the camera moves.",
+          "As the camera continues its orbit, it shifts to a higher vertical perspective, capturing the top of the loader's cab and then tilting down to focus on the large rear tires and the exhaust stack. The zooming in and out becomes more noticeable, with the camera moving closer to highlight details like the bucket's teeth and the tire treads. The background elements, including the green trees and distant hills, remain visible, entering and exiting the frame as the camera explores different angles.",
+          "The camera then moves to the rear of the loader, providing a clear view of the side decals and mechanical components. It tilts up to show the top of the cab and then down to emphasize the large rear tires and the exhaust stack. The zooming in and out continues, with close-ups of the loader's side features and the bucket. The background remains consistent, with the green trees and distant hills providing a stable environment as the camera re-enters familiar angles and perspectives.",
+          "In the next segment, the camera completes its orbit by moving back towards the front of the loader, now focusing on the front-right side. The vertical perspective shifts again, with the camera tilting up to capture the top of the cab and then down to emphasize the front tires and the bucket. The zooming in and out becomes more pronounced, with close-ups of the bucket's teeth and the tire treads. The background remains consistent, with the green trees and distant hills providing a stable environment as the camera re-enters familiar angles and perspectives.",
+          "The video concludes with the camera returning to the front-left view of the loader, mirroring the initial shot. The final scenes include a few more zoom-ins on the bucket and wheels, reinforcing the detailed examination of the loader's features. The camera then pulls back to a wide shot, showing the entire machine in the context of the dry field, with the dead tree stump and trees in the background. The video ends with a steady, comprehensive view of the loader, ensuring all spatial and environmental elements are consistently represented."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera perform a loop-like horizontal motion around the loader?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of camera motion is primarily observed in the video?",
+          "options": [
+            "A. Vertical-only exploration",
+            "B. Random, unpredictable motion",
+            "C. Horizontal loop and orbit",
+            "D. Straight-line path retracing"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are there multiple instances where the camera returns to a previously seen angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "During which time period does the camera complete a full horizontal orbit around the loader?",
+          "options": [
+            "A. 0 seconds - 15 seconds",
+            "B. 15 seconds - 40 seconds",
+            "C. 40 seconds - 60 seconds",
+            "D. 60 seconds - 90 seconds"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the camera motion characterized by smooth, continuous loops?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera retrace its path through the scene?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the camera's movement relative to the loader?",
+          "options": [
+            "A. It moves away and never returns",
+            "B. It follows a fixed circular path",
+            "C. It repeatedly passes through similar spatial regions",
+            "D. It only explores new areas"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "When the camera revisits a previous viewpoint, does it recover the scene consistently?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "How many distinct loops around the loader can be identified in the video?",
+          "options": [
+            "A. One",
+            "B. Two",
+            "C. Three",
+            "D. Four"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is there evidence of the camera passing over the same ground area more than once?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the camera change its vertical perspective (tilt up/down) while filming the loader?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "At what point does the camera show the lowest ground-level view of the loader?",
+          "options": [
+            "A. 150 seconds - 160 seconds",
+            "B. 210 seconds - 220 seconds",
+            "C. 250 seconds - 260 seconds",
+            "D. 300 seconds - 310 seconds"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "When the camera tilts up to show the top of the cab, is the orientation consistent with earlier high-angle shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Which of the following is NOT a valid vertical perspective shown?",
+          "options": [
+            "A. Ground-level view of the wheels",
+            "B. Mid-height view of the body",
+            "C. Top-down view of the operator",
+            "D. High-angle view of the cab"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Are there consistent vertical alignments when the camera returns to similar elevations?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Does the camera zoom in and out on the loader?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "In which segment is the camera closest to the loader's bucket?",
+          "options": [
+            "A. 10 seconds - 15 seconds",
+            "B. 100 seconds - 110 seconds",
+            "C. 270 seconds - 280 seconds",
+            "D. 350 seconds - 360 seconds"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "When the camera zooms in on the bucket, does it maintain the correct scale relative to the rest of the loader?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "What is the primary purpose of the zooming motion?",
+          "options": [
+            "A. To obscure details",
+            "B. To create disorientation",
+            "C. To highlight specific features",
+            "D. To reduce background visibility"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Is the loader's size consistent when viewed from different zoom levels?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Do background elements like trees and hills re-enter the frame after being out of view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which background element is visible in both the opening shot and the final shot?",
+          "options": [
+            "A. The dead tree stump",
+            "B. The green trees",
+            "C. The blue sky",
+            "D. The distant hills"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "When a background element re-enters the frame, does it appear in the same position and state as before?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "What causes the most dynamic changes in the background?",
+          "options": [
+            "A. Camera zooming",
+            "B. Camera panning",
+            "C. Camera orbiting",
+            "D. Camera tilting"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Are there any inconsistencies in the background elements' appearance upon re-entry?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_88d372e8fdd3bf9ff3f3165e627d8e178998fc2481c48402178bda80a087ad21_spatial"
+  },
+  {
+    "task_id": "mem_tnt_15d42cee734662bf8471fa3ead0266b2e0ffc015a980be20d4aee17b727c70e0_spatial",
+    "instance_id": "mem_tnt_15d42cee734662bf8471fa3ead0266b2e0ffc015a980be20d4aee17b727c70e0",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_15d42cee734662bf8471fa3ead0266b2e0ffc015a980be20d4aee17b727c70e0.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video explores the interior of a grand, historic courtroom, focusing on its ornate stained-glass dome ceiling and rich wooden furnishings. The camera moves through the space with smooth pans, tilts, and zooms, capturing the rows of wooden chairs in the audience area, the judge's bench at the front, and the jury box to the side. As the camera retraces its path and loops around the room, it revisits key spatial anchors such as the American flag near the judge's bench, the large windows with blinds, and the detailed ceiling patterns. The video emphasizes the consistent lighting and architectural details, ensuring that repeated views of the same areas maintain visual coherence, particularly when transitioning between vertical perspectives looking up at the dome and down at the courtroom floor."
+        ],
+        "level_2": [
+          "At the beginning, the video introduces the courtroom with a wide shot of the audience seating area, highlighting the red carpet and wooden chairs. The camera then pans across the room, revealing the judge's bench, the jury box, and the prominent stained-glass dome ceiling. In the middle section, the focus shifts to the intricate details of the dome and the chandeliers hanging from it, while also capturing the movement of the camera as it retraces its steps back toward the front of the courtroom. Toward the end, the video returns to the initial perspective of the audience area, reinforcing the spatial consistency by showing familiar elements like the American flag and the portraits on the walls."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a sweeping view of the courtroom's audience area, showcasing the rows of wooden chairs with teal cushions and the red patterned carpet. The camera slowly pans upward, revealing the ornate ceiling with its detailed moldings and the central stained-glass dome. Key spatial anchors include the American flag near the judge's bench and the large windows with blinds along the walls.",
+          "20-40%: The camera continues its exploration by moving closer to the judge's bench and the jury box, capturing the rich woodwork and the formal setup of the courtroom. It then tilts upward to focus on the stained-glass dome, emphasizing its vibrant colors and intricate designs. The camera retraces its path, returning to the audience area and maintaining consistent lighting and object positions.",
+          "40-60%: As the video progresses, the camera moves horizontally around the courtroom, capturing different angles of the wooden furnishings and the architectural details. It revisits the stained-glass dome from various perspectives, highlighting the interplay of light and color. The camera also captures the re-entry of background elements, such as the windows and portraits, ensuring their consistent appearance.",
+          "60-80%: The focus shifts to the vertical perspective changes, with the camera looking directly up at the dome and then tilting down to show the courtroom floor. This transition is smooth, maintaining the spatial coherence of the environment. The video then moves to the side of the courtroom, capturing the jury box and the additional seating areas, before returning to the front of the room.",
+          "80-100%: In the final segment, the camera retraces its earlier paths, revisiting the audience area and the judge's bench. It captures the consistent positioning of the American flag and the portraits on the walls. The video concludes with a final view of the stained-glass dome, emphasizing its beauty and the overall grandeur of the courtroom."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera perform significant horizontal loop-like movements, revisiting similar angles of the courtroom?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "Which part of the courtroom is revisited most frequently due to horizontal camera loops?",
+          "options": [
+            "A. The jury box area",
+            "B. The judge's bench",
+            "C. The back wall with windows",
+            "D. The stained-glass dome"
+          ],
+          "answer": "D. The stained-glass dome",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are there instances where the camera returns to an exact or nearly exact previous viewpoint after a horizontal pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What evidence suggests horizontal loop memory?",
+          "options": [
+            "A. Repeated close-ups of the American flag",
+            "B. Multiple shots of the jury box from slightly different angles",
+            "C. Camera returning to the initial wide shot of the courtroom",
+            "D. Frequent focus on the wooden chairs in the gallery",
+            "E. All of the above",
+            "F. None of the above"
+          ],
+          "answer": "E. All of the above",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the camera's horizontal movement create a sense of circular exploration around the central features of the room?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera retrace its path through the courtroom at least three times during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When the camera retraces its path, which elements are most critical to maintain visual consistency?",
+          "options": [
+            "A. The position and orientation of the chandeliers",
+            "B. The lighting on the red carpet",
+            "C. The alignment of the wooden chairs in the gallery",
+            "D. All of the above",
+            "E. None of the above",
+            "F. Only A and C"
+          ],
+          "answer": "D. All of the above",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is there a noticeable difference in the appearance of the stained-glass dome when viewed from the front versus when viewed from the back?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What happens when the camera returns to a previously visited section of the courtroom?",
+          "options": [
+            "A. The lighting appears noticeably different",
+            "B. The arrangement of objects is altered",
+            "C. The background elements like windows and portraits are consistent",
+            "D. The camera angle is completely new",
+            "E. Both A and B",
+            "F. None of the above"
+          ],
+          "answer": "C. The background elements like windows and portraits are consistent",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the camera consistently recover the same viewpoint when it retraces a path, such as returning from the dome to the front of the courtroom?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the camera change its vertical perspective significantly, looking up at the dome and then down at the courtroom floor?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "How does the camera handle the transition between looking up at the dome and looking down at the courtroom?",
+          "options": [
+            "A. It maintains a consistent horizon line",
+            "B. It causes disorientation in object scale",
+            "C. It results in inconsistent lighting on the red carpet",
+            "D. It leads to misalignment of the wooden chairs",
+            "E. All of the above",
+            "F. None of the above"
+          ],
+          "answer": "A. It maintains a consistent horizon line",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "When the camera looks up at the stained-glass dome, is the dome always centered in the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "What is the effect of changing vertical perspective on the perceived size of the courtroom elements?",
+          "options": [
+            "A. The dome appears larger when viewed from below",
+            "B. The wooden chairs appear smaller when viewed from above",
+            "C. The American flag appears more prominent when viewed from below",
+            "D. All of the above",
+            "E. None of the above",
+            "F. Only A and B"
+          ],
+          "answer": "D. All of the above",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Is the relative position of the chandeliers consistent when the camera transitions between looking up and looking down?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Do background elements such as the windows and portraits re-enter the frame after being out of view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "Which background element is most consistently visible across different camera angles?",
+          "options": [
+            "A. The American flag",
+            "B. The stained-glass dome",
+            "C. The wooden judge's bench",
+            "D. The row of wooden chairs",
+            "E. The portraits on the walls",
+            "F. The chandeliers"
+          ],
+          "answer": "E. The portraits on the walls",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are the windows with blinds consistently positioned in the background when they re-enter the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "What happens to the background elements when the camera moves away and then returns?",
+          "options": [
+            "A. They appear exactly the same",
+            "B. They shift slightly in position",
+            "C. They change in brightness",
+            "D. They become partially obscured",
+            "E. Both A and B",
+            "F. None of the above"
+          ],
+          "answer": "E. Both A and B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Is there any instance where a background element (e.g., a portrait) re-enters the frame but appears differently lit or positioned?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Are there instances where the judge's bench is temporarily occluded and then revealed again?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "What occurs when the jury box is revealed after being occluded?",
+          "options": [
+            "A. It appears exactly as before",
+            "B. The lighting on it changes",
+            "C. Its position relative to other objects shifts",
+            "D. All of the above",
+            "E. None of the above",
+            "F. Only A and C"
+          ],
+          "answer": "A. It appears exactly as before",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the revealed state of the judge's bench match its previously seen state in terms of object placement and lighting?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "Which element is most likely to be occluded and then revealed?",
+          "options": [
+            "A. The American flag",
+            "B. The stained-glass dome",
+            "C. The wooden judge's bench",
+            "D. The row of wooden chairs",
+            "E. The chandeliers",
+            "F. The jury box"
+          ],
+          "answer": "F. The jury box",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Is the occlusion and subsequent reveal of the jury box handled smoothly without noticeable inconsistencies?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_15d42cee734662bf8471fa3ead0266b2e0ffc015a980be20d4aee17b727c70e0_spatial"
+  },
+  {
+    "task_id": "mem_tnt_4917553f77bf46830cbc3ef9a6f6aea706f13c0938c5c828ae6670bf79045857_spatial",
+    "instance_id": "mem_tnt_4917553f77bf46830cbc3ef9a6f6aea706f13c0938c5c828ae6670bf79045857",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_4917553f77bf46830cbc3ef9a6f6aea706f13c0938c5c828ae6670bf79045857.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video captures a comprehensive exploration of the Santa Cruz Surfing Museum lighthouse building, showcasing its red brick structure, American flag on a pole, and the museum entrance with signage. The camera performs various movements including panning around the circular base of the lighthouse, tilting up to reveal the top lantern room, zooming in on details like solar panels on the roof, and retracing paths to revisit similar angles. The coastal background with the ocean and sky is consistently visible as the camera moves, and foreground elements such as the flagpole, tree, and benches occasionally occlude parts of the view before revealing them again. The video maintains spatial consistency across all shots, ensuring that the relative positions of the lighthouse, flag, and surrounding environment remain coherent throughout."
+        ],
+        "level_2": [
+          "At the beginning, the video introduces the Santa Cruz Surfing Museum lighthouse with a wide shot, highlighting its red brick construction, the American flag, and the museum entrance. The camera pans horizontally around the base of the lighthouse, capturing different angles while maintaining consistent alignment with the flagpole and surrounding benches. In the middle section, the camera tilts upward to focus on the top of the lighthouse, revealing the lantern room and birds perched there, then zooms out to show the entire structure alongside the coastal backdrop. Toward the end, the video revisits earlier perspectives, retraces the camera's path along the side of the building, and concludes with a final panoramic view of the lighthouse against the blue sky and ocean.",
+          "In the first third of the video, the focus is on establishing the setting with a broad view of the Santa Cruz Surfing Museum lighthouse. The camera pans smoothly around the building, emphasizing the architectural details and the presence of the American flag. As the video progresses into the second third, the perspective shifts upward, capturing the intricate design of the lighthouse's top and the solar panels installed on the roof. The final third involves a return to familiar viewpoints, with the camera repositioning itself to offer fresh angles while reinforcing the spatial relationships between the lighthouse, flag, and surrounding environment.",
+          "The initial segment sets the scene by presenting the Santa Cruz Surfing Museum lighthouse from a distance, allowing viewers to absorb the overall composition of the building and its surroundings. Midway through the video, the camera explores the vertical dimensions of the lighthouse, moving from the base to the top and capturing the interplay of light and shadow on the brick surface. In the concluding portion, the video circles back to earlier vantage points, ensuring continuity by confirming that previously seen elements like the flagpole and coastal horizon remain visually aligned and unchanged."
+        ],
+        "level_3": [
+          "The video opens with a static wide shot of the Santa Cruz Surfing Museum lighthouse, showcasing its red brick facade, barred windows, and the American flag prominently displayed on a tall pole. The camera begins a slow horizontal pan to the left, gradually revealing more of the building's side and the adjacent wooden benches. As the pan continues, the flagpole momentarily obstructs the view before clearing, allowing the camera to capture the full height of the lighthouse and its white lantern room at the top.",
+          "Transitioning into the second segment, the camera tilts upward, focusing on the upper portion of the lighthouse to highlight the intricate details of the lantern room and the solar panels mounted on the roof. The American flag flutters in the breeze, adding a dynamic element to the otherwise static shot. After a brief zoom-in on the flag and lantern room, the camera pans downward, retracing its path along the side of the building and passing by the parked cars in the background parking lot.",
+          "In the third segment, the camera returns to the ground level, circling around the base of the lighthouse once more. This time, it focuses on the museum entrance, where a sign reading 'Santa Cruz Surfing Museum' is clearly visible. The camera then pans to the left, revealing a small tree growing against the brick wall and casting shadows on the building. As the pan continues, the viewer is treated to a series of close-up shots of the lighthouse's architectural details, including the barred windows and decorative trim.",
+          "Moving into the fourth segment, the camera shifts its focus to the right side of the lighthouse, capturing the expansive coastal view with the ocean stretching to the horizon. The American flag remains a constant presence, waving gently in the breeze. The camera then tilts downward, following the line of the building's roofline and capturing the solar panels installed on the sloped roof. As the tilt concludes, the camera pans back to the left, returning to the front of the lighthouse and the museum entrance.",
+          "In the final segment, the camera performs a sweeping pan around the entire circumference of the lighthouse, offering a complete 360-degree view of the structure. The sun casts long shadows across the building, emphasizing its texture and depth. The video concludes with a zoomed-out shot that encompasses the entire lighthouse, the American flag, and the surrounding environment, providing a satisfying sense of closure and spatial coherence."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera perform any significant horizontal loop-like motion, revisiting earlier views of the lighthouse?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How many times does the camera revisit a similar angle of the lighthouse's front facade?",
+          "options": [
+            "Once",
+            "Twice",
+            "Three times",
+            "More than three times"
+          ],
+          "answer": "More than three times",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are there instances where the camera returns to an exact previous viewpoint after a full horizontal pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the approximate range of the camera's horizontal rotation around the lighthouse?",
+          "options": [
+            "90 degrees",
+            "180 degrees",
+            "270 degrees",
+            "360 degrees"
+          ],
+          "answer": "360 degrees",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the American flag appear in the same relative position in the frame when the camera returns to previously visited angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera ever retrace a previously traveled path to recover a prior viewpoint?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When the camera retraces its path, how consistent is the alignment of the lighthouse with the flagpole?",
+          "options": [
+            "Perfectly aligned",
+            "Slightly misaligned",
+            "Misaligned by more than 10 degrees",
+            "Completely misaligned"
+          ],
+          "answer": "Perfectly aligned",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are there moments where the camera moves forward and backward along the same route to capture the same section of the building?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What percentage of the video involves the camera retracing its steps to revisit earlier scenes?",
+          "options": [
+            "Less than 20%",
+            "20-40%",
+            "40-60%",
+            "More than 60%"
+          ],
+          "answer": "More than 60%",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is the relative scale of the lighthouse and flag consistent when viewed from the same distance after retracing a path?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the camera change its pitch significantly to look up at the lighthouse's lantern room?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "How often does the camera tilt down to focus on the base of the lighthouse?",
+          "options": [
+            "Rarely",
+            "Occasionally",
+            "Frequently",
+            "Always"
+          ],
+          "answer": "Frequently",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Are the top and bottom sections of the lighthouse consistently aligned when switching between high and low perspectives?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "What is the maximum vertical angle difference observed between the highest and lowest camera perspectives?",
+          "options": [
+            "30 degrees",
+            "60 degrees",
+            "90 degrees",
+            "120 degrees"
+          ],
+          "answer": "90 degrees",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the camera maintain a consistent vertical relationship between the flagpole and the top of the lighthouse when tilting up and down?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Does the camera zoom in and out on the lighthouse and its features (e.g., windows, flag) during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "When zooming in on the 'Santa Cruz Surfing Museum' sign, is the text legible and consistent in size and orientation?",
+          "options": [
+            "Always consistent",
+            "Usually consistent",
+            "Sometimes inconsistent",
+            "Often inconsistent"
+          ],
+          "answer": "Always consistent",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are there noticeable changes in the perceived size of the lighthouse when zooming in and out?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "What is the primary purpose of zooming in on the lighthouse's roof with solar panels?",
+          "options": [
+            "To highlight architectural detail",
+            "To check for structural damage",
+            "To showcase sustainability features",
+            "To measure roof dimensions"
+          ],
+          "answer": "To showcase sustainability features",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Does the relative scale of the flag compared to the lighthouse remain constant when zooming in and out?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the coastal background (ocean, sky, distant land) frequently leave and re-enter the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "How consistent is the color and brightness of the sky when the background re-enters the frame?",
+          "options": [
+            "Perfectly consistent",
+            "Slightly inconsistent",
+            "Consistent with minor variations",
+            "Highly inconsistent"
+          ],
+          "answer": "Perfectly consistent",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Are the relative positions of the ocean and landmasses consistent when they reappear in the background?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "What is the average time interval between the first and second appearance of the distant coastline in the background?",
+          "options": [
+            "Less than 1 minute",
+            "1-2 minutes",
+            "2-3 minutes",
+            "More than 3 minutes"
+          ],
+          "answer": "1-2 minutes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Does the lighting on the background elements (ocean, trees, sky) remain consistent across their appearances?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Are there instances where the lighthouse is partially occluded by the flagpole, tree, or benches?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "When the flagpole occludes the top of the lighthouse, is the revealed portion consistent with the previously visible top?",
+          "options": [
+            "Perfectly consistent",
+            "Slightly inconsistent",
+            "Consistent with minor variations",
+            "Inconsistent"
+          ],
+          "answer": "Perfectly consistent",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Does the tree in the foreground consistently reveal the same part of the lighthouse wall when it moves out of the way?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "How often does the camera reveal a previously occluded section of the lighthouse?",
+          "options": [
+            "Rarely",
+            "Occasionally",
+            "Frequently",
+            "Always"
+          ],
+          "answer": "Frequently",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Are the details (e.g., brick texture, window grilles) on the lighthouse wall consistent when revealed after being occluded?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_4917553f77bf46830cbc3ef9a6f6aea706f13c0938c5c828ae6670bf79045857_spatial"
+  },
+  {
+    "task_id": "mem_tnt_0b199d304a74f9c3d2003c36f68bbf95fa52d9983fd2275bdae66a61e23d49d5_spatial",
+    "instance_id": "mem_tnt_0b199d304a74f9c3d2003c36f68bbf95fa52d9983fd2275bdae66a61e23d49d5",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_0b199d304a74f9c3d2003c36f68bbf95fa52d9983fd2275bdae66a61e23d49d5.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a detailed exploration of a Panther tank, numbered '501', displayed in an open hangar alongside other military tanks. The camera performs a continuous circular movement around the tank, capturing its camouflage pattern, six road wheels on each side, and various external features such as the turret, tracks, and mounted equipment. As the camera pans horizontally and tilts vertically, it zooms in and out to highlight specific details while maintaining consistent spatial relationships with the tank. The open hangar bay door and surrounding tanks periodically reappear in the background, ensuring environmental continuity. The video concludes with a final panoramic view of the Panther tank from multiple angles."
+        ],
+        "level_2": [
+          "At the beginning, the camera focuses on the Panther tank '501', highlighting its camouflage design and the number '501' on the turret. The camera then starts a horizontal pan around the tank, revealing its side profile and the six road wheels on each side. In the middle, the camera tilts upward to capture the turret and gun barrel, then zooms out to show the tank's overall structure within the hangar setting. Toward the end, the camera retraces its path, revisiting earlier viewpoints and providing a comprehensive overview of the tank from all angles, with the open hangar door and other tanks consistently visible in the background."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a close-up shot of the Panther tank '501', focusing on its front-left side. The camera captures the detailed camouflage pattern, the number '501' on the turret, and the initial road wheels. The open hangar bay door is visible in the background, along with parts of other tanks lined up nearby.",
+          "20-40%: The camera begins a smooth horizontal pan to the right, circling the tank and revealing its side profile. As it moves, the camera tilts slightly upward to focus on the turret and gun barrel, then zooms out to provide a broader view of the tank's length and its position within the hangar. The background remains consistent, showing the open bay door and adjacent tanks.",
+          "40-60%: Continuing its circular motion, the camera moves toward the rear of the Panther tank, capturing the back panel and exhaust pipes. It then tilts downward to focus on the tracks and road wheels, zooming in for a detailed look at these components. The camera retraces part of its earlier path, revisiting the side and front views of the tank while maintaining spatial consistency with the environment.",
+          "60-80%: The camera completes its circle around the tank, returning to the front-left side. It zooms in again on the turret and gun barrel, emphasizing the number '501' and the intricate details of the tank's exterior. The open hangar door and other tanks in the background reappear, reinforcing the spatial context. The camera then begins to pull back, preparing for the final overview.",
+          "80-100%: In the final segment, the camera provides a panoramic view of the Panther tank '501' from multiple angles, summarizing the earlier detailed shots. It pans slowly around the tank once more, ensuring all key features are captured. The video concludes with a wide shot that encompasses the entire tank and its surroundings, leaving a lasting impression of the vehicle's imposing presence in the hangar."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera perform a loop-like horizontal motion around the tank?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How does the camera handle revisiting the initial left-side view of the tank after circling around?",
+          "options": [
+            "A. It perfectly recovers the original viewpoint",
+            "B. It shows a slightly different angle",
+            "C. It fails to recover the viewpoint at all",
+            "D. It zooms in unexpectedly"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are there instances where the camera returns to a previously seen angle of the tank's front-left side?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "When the camera moves from the front to the rear of the tank, does it maintain a consistent height and distance?",
+          "options": [
+            "A. Yes, consistently",
+            "B. No, there are noticeable changes",
+            "C. Sometimes, but not always",
+            "D. The camera only moves horizontally"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the tank's number '501' remain clearly visible and consistently positioned in the frame during the circular pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "When the camera retraces its path to the front of the tank, does it align precisely with the earlier front view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "After moving to the rear of the tank, how does the camera's return to the side view compare to the initial side view?",
+          "options": [
+            "A. It is identical",
+            "B. It is slightly off in angle",
+            "C. It is zoomed in differently",
+            "D. It shows a different section of the tank"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera consistently recover the initial left-side view after completing a full 360-degree pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What happens when the camera moves from the right side back to the front of the tank?",
+          "options": [
+            "A. It seamlessly transitions to the front view",
+            "B. It jumps to a different angle abruptly",
+            "C. It loses sight of the tank temporarily",
+            "D. It zooms out significantly"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is there any noticeable drift or misalignment when the camera returns to a previously visited angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the camera maintain consistent vertical alignment with the tank when tilting up to show the top of the turret?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When the camera tilts down to focus on the tank's tracks, does it return to the same vertical level when showing the front again?",
+          "options": [
+            "A. Yes, exactly the same level",
+            "B. Slightly higher",
+            "C. Slightly lower",
+            "D. It varies unpredictably"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Are the relative positions of the tank's road wheels consistent when viewed from different elevations?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "How does the camera handle the transition from a high-angle view of the turret to a low-angle view of the tracks?",
+          "options": [
+            "A. It smoothly transitions without distortion",
+            "B. It causes a noticeable shift in object size",
+            "C. It loses detail in the tank's features",
+            "D. It distorts the background elements"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the open hangar door in the background remain consistently visible and aligned with the tank's position during vertical camera movements?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When the camera zooms in on the tank's number '501', does it maintain the correct scale relative to the rest of the tank?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "After zooming out from a close-up of the tracks, does the tank appear at the same scale as before?",
+          "options": [
+            "A. Yes, perfectly scaled",
+            "B. Slightly larger",
+            "C. Slightly smaller",
+            "D. Significantly different"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Does the relative size of the tank's road wheels remain consistent when zooming in and out?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "When the camera zooms in on the front hull, do the proportions of the hatches and vents match their appearance in wider shots?",
+          "options": [
+            "A. Yes, exact match",
+            "B. Slight discrepancy",
+            "C. Noticeable difference",
+            "D. Cannot determine"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Is there any evidence of inconsistent scaling when comparing the tank's length in wide shots versus close-ups?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "When the open hangar door re-enters the frame after being out of view, does it look identical to its previous appearance?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "How consistent is the appearance of the other tanks in the background when they re-enter the frame?",
+          "options": [
+            "A. Identical to their first appearance",
+            "B. Slightly different due to lighting",
+            "C. Hardly recognizable",
+            "D. Completely new tanks"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the lighting on the re-entering background elements (e.g., trees outside) match their previous illumination?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "When the camera pans left and the open door exits, then later re-enters, is the door's position and state (open/closed) consistent?",
+          "options": [
+            "A. Always consistent",
+            "B. Sometimes inconsistent",
+            "C. Rarely consistent",
+            "D. Completely unpredictable"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Are the relative positions of the background tanks stable when they re-enter the frame compared to their initial placement?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "When the camera moves behind the tank and reveals a part of the background that was previously occluded, does it match the earlier view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "How consistent is the appearance of the wall-mounted windows in the background when they are revealed after being occluded?",
+          "options": [
+            "A. Perfectly consistent",
+            "B. Slightly altered",
+            "C. Noticeably different",
+            "D. Unrecognizable"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Does the re-revealed portion of the open hangar door retain the same level of brightness and detail?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "When the tank partially occludes the other tanks in the background, do they appear unchanged once fully revealed again?",
+          "options": [
+            "A. Yes, identical",
+            "B. Slightly faded",
+            "C. Different markings",
+            "D. Distorted in shape"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Are the details on the far wall (e.g., pictures or signs) consistent when they are occluded and then revealed again?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_0b199d304a74f9c3d2003c36f68bbf95fa52d9983fd2275bdae66a61e23d49d5_spatial"
+  },
+  {
+    "task_id": "mem_tnt_5817f81eddb995fc6004532115c631a2eba651d7af9e085afc3210a19e0e1904_spatial",
+    "instance_id": "mem_tnt_5817f81eddb995fc6004532115c631a2eba651d7af9e085afc3210a19e0e1904",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_5817f81eddb995fc6004532115c631a2eba651d7af9e085afc3210a19e0e1904.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video explores a spacious banquet hall with a wooden truss ceiling featuring exposed beams and elegant chandeliers. The camera moves through the room, capturing rows of green chairs set around tables covered in light purple tablecloths, white pillars with decorative capitals, and glass doors leading to an outdoor terrace named 'Pacific Terrace.' As the camera navigates, it revisits key areas such as the buffet table with silver chafing dishes, the left side near the glass doors, and the central area around the pillars and chandeliers. The video emphasizes spatial consistency by retracing paths and maintaining coherent vertical perspectives, ensuring that background elements like potted plants and distant walls reappear consistently upon re-entry."
+        ],
+        "level_2": [
+          "At the beginning, the video introduces the banquet hall's grand interior, focusing on the wooden ceiling beams and chandeliers while showcasing the neatly arranged tables and chairs. The camera then moves toward the right side of the room, revealing the buffet area with its silver chafing dishes and decorative lanterns. In the middle, the camera retraces its path back to the left side near the glass doors, emphasizing the continuity of spatial features such as the white pillars and potted plants. Toward the end, the camera tilts upward to highlight the intricate details of the ceiling before returning to capture the full expanse of the room once more.",
+          "In the first third of the video, the focus is on the overall layout of the banquet hall, including the wooden ceiling, chandeliers, and the arrangement of tables and chairs. The camera then shifts to explore the right side of the room, highlighting the buffet table and its surroundings. As the video progresses into the second third, the camera retraces its earlier path, revisiting the left side of the room near the glass doors and re-emphasizing the spatial consistency of the environment. In the final third, the camera tilts up to showcase the ceiling's architectural details before panning back down to capture the entire room from a fresh perspective.",
+          "The initial segment of the video sets the scene by capturing the banquet hall's main features: the wooden ceiling with beams and chandeliers, the rows of green chairs, and the tables set for an event. The middle section focuses on the buffet area and the right side of the room, where the camera captures the silver chafing dishes and decorative elements. Toward the end, the video revisits previously seen areas, such as the left side near the glass doors and the central part of the room, ensuring that spatial relationships remain consistent throughout the exploration."
+        ],
+        "level_3": [
+          "The video opens with a sweeping view of the banquet hall, highlighting the wooden truss ceiling with its intricate beams and ornate chandeliers. The camera then moves to the right, revealing the buffet table adorned with silver chafing dishes and decorative lanterns, while also capturing the large windows and glass doors leading to the Pacific Terrace. The scene transitions smoothly as the camera begins to retrace its path, returning to the left side of the room near the glass doors, where the spatial consistency of the white pillars and potted plants is maintained.",
+          "As the video progresses, the camera continues its journey through the banquet hall, focusing on the detailed architecture of the ceiling and the evenly spaced chandeliers. The middle portion of the video revisits the buffet area, emphasizing the decorative elements and the spatial coherence of the environment. The camera then moves back toward the left side of the room, capturing the glass doors and the outdoor terrace, ensuring that the spatial relationships between objects remain consistent.",
+          "In the third segment, the camera tilts upward to showcase the ceiling's wooden beams and the intricate design of the chandeliers, providing a detailed view of the room's upper structure. The video then transitions to a broader perspective, capturing the entire banquet hall from a new angle, highlighting the rows of green chairs and the tables set for an event. The final segment returns to the buffet area, reinforcing the spatial consistency of the environment before concluding with a panoramic view of the entire room.",
+          "The fourth segment of the video focuses on the left side of the banquet hall, near the glass doors leading to the Pacific Terrace. The camera captures the white pillars and potted plants, ensuring that these elements remain consistent with their earlier appearances. The video then moves back toward the center of the room, revisiting the area around the pillars and chandeliers, and finally tilts upward to emphasize the ceiling's architectural details once more.",
+          "Toward the end of the video, the camera pans across the banquet hall, capturing the rows of green chairs and the tables set for an event. The video concludes with a final sweep of the room, highlighting the wooden ceiling beams and chandeliers, and ensuring that all spatial relationships and environmental cues remain consistent throughout the entire exploration."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera revisit a similar view of the central chandelier and pillar area more than once?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How many distinct times does the camera appear to circle or loop around the main chandelier area?",
+          "options": [
+            "Once",
+            "Twice",
+            "Three Times",
+            "Four Times"
+          ],
+          "answer": "Twice",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is there evidence of the camera performing a horizontal pan that returns to a prior viewpoint within a short time frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "During which segment is the horizontal looping motion most evident?",
+          "options": [
+            "10 seconds-20 seconds",
+            "20 seconds-40 seconds",
+            "40 seconds-60 seconds",
+            "60 seconds-80 seconds"
+          ],
+          "answer": "10 seconds-20 seconds",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the camera's horizontal movement create a sense of revisiting the same general area multiple times?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera return to the buffet table area after initially moving away from it?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "In which time segment does the camera first retrace its path back towards the initial viewpoint near the glass doors?",
+          "options": [
+            "30 seconds-50 seconds",
+            "50 seconds-70 seconds",
+            "70 seconds-90 seconds",
+            "90 seconds-110 seconds"
+          ],
+          "answer": "50 seconds-70 seconds",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are there at least two instances where the camera revisits the same section of the room (e.g., the left wall with windows)?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What is the primary reason for the path-retracing motion in this video?",
+          "options": [
+            "To showcase different lighting conditions",
+            "To provide a comprehensive tour of the space",
+            "To test camera stability",
+            "To focus on specific objects like chandeliers"
+          ],
+          "answer": "To provide a comprehensive tour of the space",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the camera's retraced path show consistent spatial relationships between objects like tables, chairs, and plants?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the camera tilt significantly upwards to capture the ceiling structure multiple times?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "At what point does the camera perform a pronounced upward tilt to focus on the ceiling beams and chandeliers?",
+          "options": [
+            "0 seconds-10 seconds",
+            "10 seconds-20 seconds",
+            "20 seconds-30 seconds",
+            "30 seconds-40 seconds"
+          ],
+          "answer": "20 seconds-30 seconds",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "When the camera tilts down from the ceiling, do the relative positions of the chandeliers and beams match their previous appearance?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "How does the camera handle vertical perspective changes when transitioning between floor level and ceiling views?",
+          "options": [
+            "Maintains consistent scale and alignment",
+            "Shows noticeable distortion",
+            "Requires manual adjustment",
+            "Results in disorienting shifts"
+          ],
+          "answer": "Maintains consistent scale and alignment",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Is there a clear continuity in the vertical perspective when the camera moves between the buffet table and the ceiling?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Do the glass doors labeled 'PACIFIC TERRACE' re-enter the frame after being out of view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "Which background element consistently reappears throughout the video?",
+          "options": [
+            "The white pillars",
+            "The buffet table",
+            "The glass doors",
+            "The chandeliers"
+          ],
+          "answer": "The glass doors",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "When the glass doors re-enter the frame, is the outdoor terrace visible and consistent with previous appearances?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "In which segment does the camera first show the outdoor terrace through the glass doors?",
+          "options": [
+            "0 seconds-10 seconds",
+            "10 seconds-20 seconds",
+            "20 seconds-30 seconds",
+            "30 seconds-40 seconds"
+          ],
+          "answer": "0 seconds-10 seconds",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Are the background elements like potted plants and outdoor furniture consistent each time they reappear?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Is the area near the exit doors consistently visible when it reappears after being occluded?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which part of the room is initially occluded by a pillar and later fully revealed?",
+          "options": [
+            "The left wall with windows",
+            "The buffet table",
+            "The far end near the exit doors",
+            "The central chandelier area"
+          ],
+          "answer": "The far end near the exit doors",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "When the occluded area near the exit doors is revealed, do the details match previous views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "At what time does the camera first reveal the area near the exit doors after it was occluded?",
+          "options": [
+            "40 seconds-60 seconds",
+            "60 seconds-80 seconds",
+            "80 seconds-100 seconds",
+            "100 seconds-120 seconds"
+          ],
+          "answer": "60 seconds-80 seconds",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Is there a moment where a previously occluded section of the room is shown again without any noticeable change?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the video revisit the buffet table with silver chafing dishes more than once?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:26.729590"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which object is consistently referenced across multiple segments as a key feature of the room?",
+          "options": [
+            "A. Green chairs",
+            "B. Silver chafing dishes",
+            "C. Pacific Terrace",
+            "D. Glass doors"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:26.729617"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Is the ceiling structure described as having intricate beams that must remain geometrically consistent?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:26.729625"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "What aspect of the ceiling must be preserved when viewed from multiple angles?",
+          "options": [
+            "A. Color scheme",
+            "B. Beam alignment",
+            "C. Lighting intensity",
+            "D. Number of chandeliers"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:26.729630"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Are the chandeliers described as having intricate designs that must appear consistent?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:26.729635"
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "Which element's texture is emphasized as needing consistency across camera movements?",
+          "options": [
+            "A. Tablecloths",
+            "B. Chandeliers",
+            "C. Chairs",
+            "D. Pillars"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:26.729639"
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Does the camera move back along the same path toward the left side of the room?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Spatial & Environment Consistency | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:26.729645"
+        },
+        {
+          "question_id": "33",
+          "type": "multiple_choice",
+          "question": "What kind of camera motion is required to ensure spatial continuity?",
+          "options": [
+            "A. Random panning",
+            "B. Repeating path traversal",
+            "C. Rapid zooming",
+            "D. Vertical tilt only"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Spatial & Environment Consistency | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:26.729649"
+        },
+        {
+          "question_id": "34",
+          "type": "binary",
+          "question": "Does the video return to the left side near the glass doors after moving away?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Spatial & Environment Consistency | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:26.729655"
+        },
+        {
+          "question_id": "35",
+          "type": "multiple_choice",
+          "question": "When the camera returns to previously seen areas, what must remain consistent?",
+          "options": [
+            "A. Lighting conditions",
+            "B. Object positions",
+            "C. Camera speed",
+            "D. Audio cues"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Spatial & Environment Consistency | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:26.729659"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_5817f81eddb995fc6004532115c631a2eba651d7af9e085afc3210a19e0e1904_spatial"
+  },
+  {
+    "task_id": "mem_tnt_f407eca1d989587c5c350fce42156c235b6e17dedc08c1013fa739d1088d83f2_spatial",
+    "instance_id": "mem_tnt_f407eca1d989587c5c350fce42156c235b6e17dedc08c1013fa739d1088d83f2",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_f407eca1d989587c5c350fce42156c235b6e17dedc08c1013fa739d1088d83f2.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video explores the grand interior of a rotunda, beginning with a sweeping horizontal pan around the circular marble columns and mosaic floor patterns. The camera ascends to reveal the intricate stained-glass dome, capturing its vibrant colors and geometric designs from various vertical perspectives. As the journey continues, the viewer is taken back down to the ground level, retracing steps past the historical murals and ornate balcony railings. The sequence loops back to revisit earlier viewpoints, ensuring consistent alignment of architectural elements like the columns, floor mosaics, and wall sconces, while maintaining smooth transitions between elevation changes and background re-entries."
+        ],
+        "level_2": [
+          "At the beginning, the camera pans horizontally around the rotunda's base, showcasing the detailed marble columns and the geometric patterns of the mosaic floor. Moving upward, the focus shifts to the stunning stained-glass dome, highlighting its elaborate designs and the interplay of light. The middle section features a descent back to the ground level, retracing the path past the ornate balcony railings and historical murals, ensuring visual consistency in object placement and lighting. Toward the end, the camera revisits earlier angles, reinforcing the spatial coherence of the rotunda's architecture.",
+          "In the first third, the video captures the rotunda's lower level with a horizontal pan that emphasizes the marble columns and mosaic floor. The ascent to the dome follows, revealing the stained-glass ceiling from multiple vertical perspectives. The middle part involves a return to the ground level, retracing the path past the murals and railings, ensuring consistent alignment of these elements. The final third revisits earlier viewpoints, particularly focusing on the interplay between the dome's patterns and the floor's geometry, while smoothly transitioning between different elevations.",
+          "The initial segment introduces the rotunda's lower level, with a horizontal pan around the marble columns and mosaic floor, setting the stage for the architectural details. The middle portion ascends to explore the stained-glass dome from various angles, capturing its vibrant colors and intricate designs. The latter part retraces the path back to the ground level, revisiting the murals and railings, ensuring consistent spatial relationships and lighting effects. The video concludes by looping back to earlier viewpoints, reinforcing the cohesive exploration of the rotunda's interior."
+        ],
+        "level_3": [
+          "The video opens with a horizontal pan around the rotunda's base, focusing on the marble columns and mosaic floor patterns. The camera begins its ascent, capturing the initial views of the stained-glass dome from a low angle, emphasizing the geometric designs and vibrant colors. As the pan continues, the viewer is introduced to the upper levels, where the ornate balcony railings and wall sconces come into view, setting the stage for the detailed exploration of the dome's architecture.",
+          "In the second segment, the camera continues its upward movement, offering closer views of the stained-glass dome from various vertical perspectives. The intricate patterns and interplay of light become more pronounced as the camera moves higher. The scene transitions back to the ground level, retracing the path past the historical murals and ornate balcony railings, ensuring consistent alignment and orientation of these elements. The segment concludes with a smooth descent, preparing the viewer for the next phase of the exploration.",
+          "The third segment focuses on the detailed examination of the stained-glass dome from multiple angles, highlighting its elaborate designs and vibrant colors. The camera then descends back to the ground level, retracing the path past the murals and railings, ensuring consistent spatial relationships and lighting effects. The segment ends with a loop back to earlier viewpoints, particularly focusing on the interplay between the dome's patterns and the floor's geometry, while smoothly transitioning between different elevations.",
+          "As the video progresses, the camera revisits earlier angles, particularly focusing on the interplay between the dome's patterns and the floor's geometry. The ascent to the dome's upper levels offers new perspectives, capturing the intricate designs and vibrant colors from various vertical angles. The descent back to the ground level retraces the path past the murals and railings, ensuring consistent alignment and orientation of these elements. The segment concludes with a smooth transition back to the initial viewpoints, reinforcing the cohesive exploration of the rotunda's interior.",
+          "The final segment revisits the rotunda's lower level, with a horizontal pan around the marble columns and mosaic floor, reinforcing the spatial coherence established earlier. The camera ascends once more to explore the stained-glass dome from multiple angles, capturing its vibrant colors and intricate designs. The video concludes with a smooth descent back to the ground level, retracing the path past the murals and railings, ensuring consistent alignment and orientation of these elements. The sequence loops back to the starting viewpoint, providing a comprehensive and cohesive exploration of the rotunda's interior architecture."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera perform a full or partial horizontal loop around the rotunda?",
+          "options": [
+            "Full",
+            "Partial",
+            "No",
+            "Cannot determine"
+          ],
+          "answer": "Full",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How many distinct horizontal loops does the camera complete while exploring the rotunda?",
+          "options": [
+            "1",
+            "2-3",
+            "4-5",
+            "More than 5"
+          ],
+          "answer": "2-3",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the marble columns consistently positioned relative to each other across different horizontal loops?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary purpose of the horizontal loop memory test in this video?",
+          "options": [
+            "To assess the consistency of the stained-glass dome's appearance",
+            "To evaluate the stability of the mosaic floor patterns during rotation",
+            "To verify that repeated views of architectural elements match exactly",
+            "To measure the accuracy of the camera's vertical tilt mechanism"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the camera return to a previously seen angle of the balustrade after completing a horizontal loop?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera retrace its path towards the central mosaic floor more than once?",
+          "options": [
+            "Yes",
+            "No",
+            "Rarely",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "How many times does the camera descend the main staircase and return to the ground level?",
+          "options": [
+            "Once",
+            "Twice",
+            "Three times",
+            "More than three times"
+          ],
+          "answer": "Twice",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "When the camera retraces its path, are the lighting conditions on the mosaic floor consistent with earlier visits?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What visual element shows the most consistent re-entry after path retracing?",
+          "options": [
+            "The central mosaic design",
+            "The base of the marble columns",
+            "The stained-glass dome",
+            "The historical murals on the walls"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is the relative scale of the balustrade consistent when viewed from the same elevation after retracing the path?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the camera maintain consistent vertical perspective alignment between the mosaic floor and the stained-glass dome?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "How does the camera's vertical tilt affect the perceived size of the stained-glass windows when looking directly up?",
+          "options": [
+            "They appear smaller",
+            "They appear larger",
+            "Their size remains constant",
+            "Cannot determine"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Are the patterns on the stained-glass dome consistently aligned with the geometric patterns on the mosaic floor?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "What happens to the relative position of the dome's center when the camera tilts down from the top view?",
+          "options": [
+            "It moves towards the edge of the frame",
+            "It remains centered",
+            "It shifts off-center",
+            "It disappears from view"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the camera preserve the vertical alignment of the marble columns when transitioning from ground level to the balcony?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Do the historical murals on the walls re-enter the frame consistently after being out of view?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "Which background element shows the most consistent re-entry pattern?",
+          "options": [
+            "The 'Sports Hall of Fame' posters",
+            "The wall-mounted sconces",
+            "The wooden doors",
+            "The mosaic floor patterns"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are the lighting conditions on the re-entering murals consistent with their initial appearance?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "What causes the most noticeable change in the background when it re-enters the frame?",
+          "options": [
+            "Change in camera angle",
+            "Change in lighting",
+            "Change in distance",
+            "Change in occlusion"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Does the 'Sports Hall of Fame' poster maintain the same orientation and clarity upon re-entry into the frame?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Are the details of the balustrade consistently visible when revealed after being occluded by a column?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "What is the most common cause of occlusion in the video?",
+          "options": [
+            "Marble columns",
+            "Staircase railings",
+            "Mosaic floor patterns",
+            "Ceiling fixtures"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the revealed portion of the wooden door match its previous appearance in terms of color and detail?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "How long does it typically take for an occluded element to be fully revealed again?",
+          "options": [
+            "Less than 5 seconds",
+            "5-10 seconds",
+            "10-15 seconds",
+            "More than 15 seconds"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Are the wall sconces consistently illuminated when they reappear after being occluded?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the video revisit the same architectural elements multiple times?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:19.373001"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which of the following objects is consistently referenced across multiple segments?",
+          "options": [
+            "A. Marble columns",
+            "B. A moving person",
+            "C. A changing light source",
+            "D. A temporary banner"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:19.373036"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Are geometric patterns like floor mosaics and dome designs viewed from multiple angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:19.373048"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "What must remain unchanged when viewing the rotunda from different heights?",
+          "options": [
+            "A. The number of columns",
+            "B. The color of the sky outside",
+            "C. The lighting direction",
+            "D. The camera speed"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:19.373055"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Are fine details like stained-glass patterns highlighted during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:19.373063"
+        },
+        {
+          "question_id": "31",
+          "type": "binary",
+          "question": "Does the camera perform a horizontal pan around the rotunda?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:19.373071"
+        },
+        {
+          "question_id": "32",
+          "type": "multiple_choice",
+          "question": "What type of camera motion is required to maintain loop memory?",
+          "options": [
+            "A. Random zooms",
+            "B. Vertical tilt only",
+            "C. Full 360-degree rotation",
+            "D. Linear forward movement"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:19.373077"
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "Does the camera move back along the same path after ascending?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:19.373084"
+        },
+        {
+          "question_id": "34",
+          "type": "binary",
+          "question": "Does the camera move up and down within the rotunda?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:19.373092"
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "Are background areas like murals revisited after leaving them?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:19.373101"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_f407eca1d989587c5c350fce42156c235b6e17dedc08c1013fa739d1088d83f2_spatial"
+  },
+  {
+    "task_id": "mem_tnt_2114a5ba3a1cca5645c63f9019c21558f5c4f2573109913bf20b6c7ea56b1d3d_spatial",
+    "instance_id": "mem_tnt_2114a5ba3a1cca5645c63f9019c21558f5c4f2573109913bf20b6c7ea56b1d3d",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_2114a5ba3a1cca5645c63f9019c21558f5c4f2573109913bf20b6c7ea56b1d3d.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video presents a comprehensive exploration of the Herbert Maier Memorial Auditorium, a classical building featuring prominent columns, a grand dome ceiling, and surrounding park elements. The camera moves dynamically around the structure, capturing various perspectives including close-ups of architectural details like the ornate cornices and balustrades, wide shots of the entire building, and views looking up at the dome or down at the steps. As the camera pans horizontally and vertically, it retraces paths multiple times, allowing for direct comparison of previously seen viewpoints. Background elements such as trees, benches, and pathways consistently re-enter the frame, maintaining spatial continuity. The video concludes with a final wide shot that encompasses the full scope of the auditorium and its surroundings."
+        ],
+        "level_2": [
+          "At the beginning, the video focuses on the exterior of the Herbert Maier Memorial Auditorium, highlighting its classical design with a series of tall columns supporting a decorative balustrade. The camera pans left and right, revealing the semi-circular stage area with a detailed dome ceiling. In the middle section, the camera moves closer to capture intricate details of the building's facade, including sculpted decorations above the archway and the texture of the stone columns. It also explores the surrounding park, showing how trees and pathways frame the structure. Toward the end, the video returns to earlier perspectives, emphasizing the symmetry and grandeur of the auditorium while incorporating new angles that showcase the vertical scale of the dome and the horizontal expanse of the colonnade.",
+          "In the first third of the video, the camera starts by focusing on the front entrance of the Herbert Maier Memorial Auditorium, showcasing the imposing columns and the semi-circular stage area with its detailed dome ceiling. The middle portion of the video involves more dynamic camera movements, including tilting upwards to emphasize the height of the dome and panning around the building to reveal additional architectural features such as the balustrades and ornate carvings. The final third revisits earlier viewpoints, reinforcing spatial memory by retracing the camera's path and providing a cohesive narrative of the building's design and its integration into the park setting.",
+          "The initial segment of the video introduces the Herbert Maier Memorial Auditorium from a frontal perspective, emphasizing the symmetrical arrangement of columns and the elegant dome ceiling. As the video progresses into the second third, the camera explores the building from different angles, moving along the colonnade and capturing close-up details of the stonework and decorative elements. The latter part of the video focuses on vertical perspective changes, looking up at the dome and down at the steps leading to the stage, while also revisiting earlier viewpoints to ensure spatial consistency. Throughout, the surrounding park elements remain visible, contributing to the overall environmental context."
+        ],
+        "level_3": [
+          "The video opens with a sweeping view of the Herbert Maier Memorial Auditorium, focusing on the front entrance characterized by a series of tall, evenly spaced columns supporting a decorative balustrade. The camera slowly pans to the left, revealing the semi-circular stage area with its intricately designed dome ceiling. In the background, park elements such as trees and pathways are visible, framing the structure and adding depth to the scene. The lighting is soft, suggesting an overcast day, which enhances the textures of the stone architecture.",
+          "As the camera continues its movement, it shifts focus to the right side of the auditorium, capturing the continuation of the colonnade and the detailed balustrade. The perspective changes slightly, offering a closer look at the ornate carvings above the archway and the robustness of the columns. The camera then tilts upward, emphasizing the grandeur of the dome and the intricate patterns within it. Meanwhile, the park setting remains consistent, with trees and pathways subtly entering and exiting the frame, maintaining spatial continuity.",
+          "The middle section of the video delves deeper into the architectural details of the Herbert Maier Memorial Auditorium. The camera moves along the colonnade, providing close-up views of the columns' capitals and the textured surfaces of the stone. It then transitions to a lower perspective, looking up at the dome and capturing the interplay of light and shadow across its surface. The surrounding park elements, including benches and flowerbeds, are intermittently visible, reinforcing the connection between the building and its environment. The camera then begins to retrace its path, returning to earlier viewpoints to ensure spatial coherence.",
+          "In the fourth segment, the camera retraces its path around the auditorium, revisiting the front entrance and the semi-circular stage area. This time, however, the perspective is slightly altered, offering a fresh angle on the same features. The camera pans back to the left, capturing the colonnade once again and emphasizing the symmetry of the design. The background elements, such as the trees and pathways, reappear in the frame, maintaining the spatial relationship established earlier. The video then shifts focus to the steps leading up to the stage, highlighting their texture and the metal railings that flank them.",
+          "The final segment of the video provides a comprehensive overview of the Herbert Maier Memorial Auditorium, combining all the previously explored perspectives into a cohesive narrative. The camera moves smoothly around the building, capturing the full scope of its design and the surrounding park setting. It concludes with a wide shot that encompasses the entire structure, from the front entrance to the back colonnade, and includes the park elements that frame it. The lighting remains consistent throughout, ensuring a seamless transition between different parts of the video and reinforcing the spatial and environmental continuity."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera revisit the initial left-side view of the building's columns after exploring other angles?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "After moving to the interior colonnade, does the camera return to an exterior side view that matches the original perspective?",
+          "options": [
+            "A. Exactly matches",
+            "B. Slightly different angle",
+            "C. Significantly altered view",
+            "D. Never returns"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "When the camera moves back to the front steps, do the relative positions of the flagpole and building remain consistent with the opening shot?",
+          "options": [
+            "Yes",
+            "No",
+            "Only partially",
+            "Irrelevant"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "During the exploration, does the camera ever return to a viewpoint identical to the one shown at 0:05s?",
+          "options": [
+            "A. Yes, immediately",
+            "B. Yes, after 20 seconds",
+            "C. No, not at all",
+            "D. No, but similar"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the sequence of views experienced when circling the building reversible, meaning the camera could retrace its exact path back to the start?",
+          "options": [
+            "Yes",
+            "No",
+            "Only partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera complete a full horizontal loop around the building, returning to a view very close to the starting point?",
+          "options": [
+            "Yes",
+            "No",
+            "Only partially",
+            "Irrelevant"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "After completing a horizontal pan to the right, does the camera return to the original left-side view within the first 30 seconds?",
+          "options": [
+            "A. Yes, exactly",
+            "B. Yes, approximately",
+            "C. No, it goes further",
+            "D. No, it doesn't return"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are there at least two instances where the camera shows the same general area of the building from slightly different horizontal angles?",
+          "options": [
+            "Yes",
+            "No",
+            "Only once",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "How would you describe the camera's horizontal movement around the building?",
+          "options": [
+            "A. Smooth and continuous",
+            "B. Jittery and unstable",
+            "C. Random and disorienting",
+            "D. Predictable and linear"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the camera ever show a view that is a direct continuation of a previous horizontal pan, without significant repositioning?",
+          "options": [
+            "Yes",
+            "No",
+            "Only at the end",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "When the camera looks up at the dome from the ground, does it maintain consistent alignment with the dome's position when viewed from the colonnade?",
+          "options": [
+            "Yes",
+            "No",
+            "Only when zoomed in",
+            "Irrelevant"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "After focusing on the base of the columns, does the camera return to a high-angle view of the top of the building that matches the earlier high-angle shot?",
+          "options": [
+            "A. Yes, exactly",
+            "B. Yes, approximately",
+            "C. No, it's different",
+            "D. No, it's lower"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the relative height relationship between the flagpole and the building remain constant throughout the video?",
+          "options": [
+            "Yes",
+            "No",
+            "Only during certain segments",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "How does the camera handle vertical transitions between the ground-level steps and the upper balcony?",
+          "options": [
+            "A. Smooth and consistent",
+            "B. Jarring and inconsistent",
+            "C. Only visible in close-ups",
+            "D. Not applicable"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Is the vertical perspective of the dome ceiling consistent when viewed from both the front and the colonnade?",
+          "options": [
+            "Yes",
+            "No",
+            "Only when zoomed",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When the camera moves to the colonnade, do the trees and bushes seen earlier reappear in the background?",
+          "options": [
+            "Yes",
+            "No",
+            "Only partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "After exiting the colonnade and re-entering from the opposite side, does the background foliage match the initial view?",
+          "options": [
+            "A. Yes, exactly",
+            "B. Yes, approximately",
+            "C. No, it's different",
+            "D. No, it's not visible"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Do the green park benches visible early in the video reappear later in the same locations?",
+          "options": [
+            "Yes",
+            "No",
+            "Only in the distance",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "How consistent is the appearance of the flagpole in the background across different camera angles?",
+          "options": [
+            "A. Always visible and consistent",
+            "B. Occasionally visible",
+            "C. Never visible",
+            "D. Highly variable"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Are the shadows cast by trees on the ground consistent with the sun's position when the camera returns to previously seen areas?",
+          "options": [
+            "Yes",
+            "No",
+            "Only during sunny segments",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the video demonstrate a wide range of camera movements, including panning, tilting, zooming, and rotating?",
+          "options": [
+            "Yes",
+            "No",
+            "Only some types",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which type of camera movement is most prominent in the video?",
+          "options": [
+            "A. Panning",
+            "B. Tilting",
+            "C. Zooming",
+            "D. Rotating"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Are there moments where the camera quickly transitions between vastly different perspectives of the building?",
+          "options": [
+            "Yes",
+            "No",
+            "Only at the beginning",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "How would you rate the complexity of the camera's spatial exploration?",
+          "options": [
+            "A. Very simple",
+            "B. Moderately complex",
+            "C. Highly complex",
+            "D. Impossible to assess"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Does the camera ever lose track of the main building's orientation during its exploration?",
+          "options": [
+            "Yes",
+            "No",
+            "Only briefly",
+            "Cannot determine"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the dome ceiling maintain the same structural identity when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:42.442270"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the requirement for the columns' identity across segments?",
+          "options": [
+            "A. They can change shape slightly depending on lighting",
+            "B. They must appear consistent in form and position",
+            "C. They should be replaced with modern designs",
+            "D. They may disappear in later segments"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:42.442306"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Are the columns evenly spaced and aligned consistently across all views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:42.442321"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "What must remain constant about the semi-circular stage area throughout the video?",
+          "options": [
+            "A. Its color changes based on lighting",
+            "B. Its shape and curvature",
+            "C. Its size shrinks when viewed from afar",
+            "D. It transforms into a rectangular platform"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:42.442328"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Do the stone textures on the columns appear the same in both close-up and wide shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:42.442335"
+        },
+        {
+          "question_id": "31",
+          "type": "binary",
+          "question": "Does the camera return to previously seen viewpoints during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:42.442342"
+        },
+        {
+          "question_id": "32",
+          "type": "multiple_choice",
+          "question": "What is required when the camera retraces its path around the auditorium?",
+          "options": [
+            "A. The background elements must shift randomly",
+            "B. The same spatial relationships must be preserved",
+            "C. The building must appear smaller each time",
+            "D. The lighting must change dramatically"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:42.442348"
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "Do trees and pathways reappear in the same positions when the camera returns to earlier views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:42.442356"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_2114a5ba3a1cca5645c63f9019c21558f5c4f2573109913bf20b6c7ea56b1d3d_spatial"
+  },
+  {
+    "task_id": "mem_tnt_c377e6c6722ada96fe40ab147f9fee05963e9cc40b9e6cdc51dd48e788f2e0d1_spatial",
+    "instance_id": "mem_tnt_c377e6c6722ada96fe40ab147f9fee05963e9cc40b9e6cdc51dd48e788f2e0d1",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_c377e6c6722ada96fe40ab147f9fee05963e9cc40b9e6cdc51dd48e788f2e0d1.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a vintage turquoise flatbed truck with a wooden bed and metal side rails, parked on a paved sidewalk. The truck features the 'San Pedro Square Market' logo on its side. The camera performs a smooth horizontal orbit around the vehicle, capturing it from various angles including the front, sides, and rear. As the camera moves, background elements such as yellow patio umbrellas, street signs (e.g., 'St John'), trees, and nearby buildings repeatedly enter and exit the frame, requiring consistent visual tracking. The lighting is bright daylight, and the scene includes outdoor seating areas with tables and stools. The video emphasizes spatial consistency by revisiting earlier viewpoints and maintaining alignment with the truck's stationary position throughout."
+        ],
+        "level_2": [
+          "At the beginning, the camera focuses on the rear and side of the turquoise flatbed truck, highlighting its weathered paint and wooden bed. The surrounding environment includes a sidewalk with paving tiles, yellow umbrellas, and a street sign for 'St John.' In the middle, the camera pans around the front of the truck, revealing its classic grille and headlights, while background elements like outdoor seating and trees reappear. Toward the end, the camera completes its orbit, returning to the initial side view of the truck, ensuring a seamless loop-like motion and consistent spatial memory of the scene."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a close-up of the truck's rear, showcasing its wooden bed and turquoise body. The camera begins a slow pan to the left, revealing the side profile of the truck and the 'San Pedro Square Market' logo. Background elements like yellow umbrellas and a street sign for 'St John' are visible.",
+          "20-40%: The camera continues its movement, circling the truck toward the front. The front grille and headlights come into view, while the background shifts to show more of the outdoor seating area and trees. The camera then starts retracing its path back toward the rear of the truck.",
+          "40-60%: As the camera orbits back around the rear of the truck, it captures the same details seen earlier, such as the wooden bed and weathered paint. The background elements, including the yellow umbrellas and street sign, re-enter the frame as the camera moves. The truck remains stationary throughout.",
+          "60-80%: The camera completes its orbit and returns to the front of the truck, providing a clear view of the grille and headlights. The background now includes a mix of the outdoor seating area and the street beyond. The camera then begins to pan back toward the side of the truck.",
+          "80-100%: The final segment shows the camera circling back to the side of the truck, mirroring the opening shot. The video concludes with a full view of the truck's side, emphasizing its vintage design and the surrounding urban environment, including the sidewalk, trees, and nearby buildings."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree horizontal rotation around the truck?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How many distinct 360-degree loops around the truck are visible?",
+          "options": [
+            "A. One",
+            "B. Two",
+            "C. Three",
+            "D. Multiple"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are there moments where the camera returns to an exact previous viewpoint?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary type of camera movement observed?",
+          "options": [
+            "A. Vertical panning only",
+            "B. Horizontal looping",
+            "C. Linear path tracing",
+            "D. Random exploration"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the truck appear consistently in terms of orientation and lighting across repeated views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera revisit previously seen angles of the truck's front and side?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "How does the camera handle returning to the truck's front view after circling the rear?",
+          "options": [
+            "A. It jumps abruptly",
+            "B. It retraces a smooth path",
+            "C. It creates a new angle",
+            "D. It distorts the image"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is there evidence of the camera following a consistent path when moving from the side to the rear of the truck?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What happens to the background elements (e.g., umbrellas, tables) when the camera retraces its path?",
+          "options": [
+            "A. They disappear",
+            "B. They reappear in the same position",
+            "C. They change significantly",
+            "D. They become occluded"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the truck's relative position to the sidewalk and background remain consistent across retraced paths?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Do background elements like the yellow umbrellas reappear in the same location after exiting the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "How consistent is the appearance of the 'St John' street sign when it re-enters the frame?",
+          "options": [
+            "A. Slightly different angle",
+            "B. Identical every time",
+            "C. Partially obscured",
+            "D. Never fully visible"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Are the positions of the outdoor tables and chairs consistent when they reappear?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "What happens to the background buildings when the camera moves around the truck?",
+          "options": [
+            "A. They shift perspective but remain recognizable",
+            "B. They disappear entirely",
+            "C. They change identity",
+            "D. They become distorted"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Do the trees and foliage in the background maintain consistent lighting and positioning?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Does the camera exhibit varied movement patterns beyond simple orbiting?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the camera's movement style?",
+          "options": [
+            "A. Strictly linear",
+            "B. Predominantly circular",
+            "C. Random and unpredictable",
+            "D. Structured exploration"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are there noticeable changes in the camera's elevation or tilt during the exploration?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "How does the camera handle transitions between close-ups and wide shots?",
+          "options": [
+            "A. Smooth and consistent",
+            "B. Jarring and inconsistent",
+            "C. Overly zoomed in",
+            "D. Too far away"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Is the overall spatial layout of the scene (truck + surroundings) preserved throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_c377e6c6722ada96fe40ab147f9fee05963e9cc40b9e6cdc51dd48e788f2e0d1_spatial"
+  },
+  {
+    "task_id": "mem_tnt_bb7e1def1dc7dfb3ce3a3d0aae0af412104bb820faaf0a5617451bd6d147bf1a_spatial",
+    "instance_id": "mem_tnt_bb7e1def1dc7dfb3ce3a3d0aae0af412104bb820faaf0a5617451bd6d147bf1a",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_bb7e1def1dc7dfb3ce3a3d0aae0af412104bb820faaf0a5617451bd6d147bf1a.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a detailed exploration of a weathered green Western Pacific locomotive, numbered 713, stationed in a railway yard. The camera performs a dynamic circular pan around the locomotive, capturing its front, sides, and rear while highlighting features such as the orange safety railings, steps, and the 'WESTERN PACIFIC' lettering. As the camera moves, it tilts up and down to show both high-angle views of the roof and low-angle perspectives of the wheels and undercarriage. The background includes a hilly green landscape under a clear blue sky, with another blue locomotive visible in the distance and various railway equipment scattered around. The video revisits similar angles multiple times, particularly when circling back to the front and side views, maintaining spatial consistency and coherence throughout."
+        ],
+        "level_2": [
+          "At the beginning, the video focuses on the front of the green Western Pacific locomotive, number 713, with the camera slowly panning to the left to reveal its side profile. The orange safety railings and steps are prominently visible, and the 'WESTERN PACIFIC' lettering is clearly displayed. In the middle, the camera continues its circular movement, tilting upwards to capture the roof and then downwards to focus on the wheels and undercarriage. The background features a hilly green landscape and a clear blue sky, with a blue locomotive and various railway equipment in view. Toward the end, the camera retraces its path, circling back to the front of the locomotive and providing a comprehensive view of its entire structure, maintaining consistent spatial memory and background coherence."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a close-up view of the front of the green Western Pacific locomotive, number 713. The camera slowly pans to the left, revealing the orange safety railings and steps leading up to the locomotive's cabin. The 'WESTERN PACIFIC' lettering is prominently displayed on the side. The background shows a hilly green landscape under a clear blue sky, with a blue locomotive visible in the distance.",
+          "20-40%: As the camera continues its circular movement, it tilts upwards to capture the roof of the locomotive, showcasing its vents and other features. It then tilts downwards to focus on the wheels and undercarriage, highlighting the mechanical details. The camera moves along the side of the locomotive, providing a full view of its length and the surrounding railway yard, which includes various equipment and another blue locomotive in the background.",
+          "40-60%: The camera completes its circle around the locomotive, returning to the front view. It then begins to move towards the rear, capturing the back of the locomotive and the coupling mechanism. The orange traffic cones near the tracks are visible, and the camera continues to tilt and pan, ensuring all angles of the locomotive are shown. The background remains consistent with the hilly landscape and clear sky.",
+          "60-80%: The camera retraces its path along the side of the locomotive, moving back towards the front. It captures the same details as before, including the orange railings, steps, and the 'WESTERN PACIFIC' lettering. The camera then circles back to the front, providing a final comprehensive view of the locomotive from this angle. The background elements, such as the hills and blue sky, re-enter the frame consistently.",
+          "80-100%: In the final segment, the camera continues to explore the locomotive from various angles, focusing on the front and side views. It captures the intricate details of the locomotive's structure, including the wheels, undercarriage, and safety features. The video concludes with a wide shot of the locomotive, emphasizing its position in the railway yard and the surrounding environment, maintaining spatial consistency and coherence throughout."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera perform a loop-like horizontal motion around the locomotive?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "It's ambiguous"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How many times does the camera revisit the front view of locomotive 713?",
+          "options": [
+            "A. Once",
+            "B. Twice",
+            "C. Three times",
+            "D. More than three times"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is there evidence of the camera completing a full 360-degree horizontal rotation around the locomotive?",
+          "options": [
+            "Yes",
+            "No",
+            "It's partially visible",
+            "It cannot be determined"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "During the horizontal loop, which landmark is consistently visible in the background?",
+          "options": [
+            "A. The blue locomotive",
+            "B. The hilly green landscape",
+            "C. The orange traffic cones",
+            "D. The yellow construction vehicles"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the camera revisit the same side angle of the locomotive more than once during the pan?",
+          "options": [
+            "Yes",
+            "No",
+            "Rarely",
+            "It's inconsistent"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera retrace its path along the side of the locomotive?",
+          "options": [
+            "Yes",
+            "No",
+            "Sometimes",
+            "It's unclear"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "How many distinct segments of the locomotive's side are revisited at least twice?",
+          "options": [
+            "A. One segment",
+            "B. Two segments",
+            "C. Three or more segments",
+            "D. None"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "When the camera moves from the front to the rear of the locomotive, does it return to the front view later?",
+          "options": [
+            "Yes",
+            "No",
+            "Only partially",
+            "It depends on the angle"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What visual cue indicates that the camera has retraced a path?",
+          "options": [
+            "A. The appearance of the orange cones from a new angle",
+            "B. The locomotive's shadow shifts identically",
+            "C. The reappearance of the blue locomotive in the background",
+            "D. The repeated view of the 'WESTERN PACIFIC' lettering"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is the sequence of views along the locomotive's side consistent when retraced?",
+          "options": [
+            "Yes",
+            "No",
+            "It varies slightly",
+            "It's unpredictable"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the camera change its vertical perspective significantly while filming the locomotive?",
+          "options": [
+            "Yes",
+            "No",
+            "Slightly",
+            "It's negligible"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "At which point is the highest vertical angle captured?",
+          "options": [
+            "A. When showing the top of the locomotive's roof",
+            "B. When focusing on the wheels",
+            "C. When capturing the front grille",
+            "D. When viewing the side lettering"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Are low-angle shots of the locomotive's undercarriage consistently aligned with higher-angle shots?",
+          "options": [
+            "Yes",
+            "No",
+            "Only when the camera is static",
+            "It's inconsistent"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Which of the following is NOT a consistent vertical perspective element?",
+          "options": [
+            "A. The orange safety railings",
+            "B. The '713' number on the front",
+            "C. The gravel ballast beneath the tracks",
+            "D. The blue locomotive in the background"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the camera maintain a consistent vertical scale when transitioning between high and low angles?",
+          "options": [
+            "Yes",
+            "No",
+            "It varies depending on zoom",
+            "It's not applicable"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Do background elements such as the hills and trees re-enter the frame after being out of view?",
+          "options": [
+            "Yes",
+            "No",
+            "Rarely",
+            "It's inconsistent"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "Which background element is most consistently visible throughout the video?",
+          "options": [
+            "A. The blue locomotive",
+            "B. The hilly green landscape",
+            "C. The orange traffic cones",
+            "D. The white pickup trucks"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are the parked vehicles and equipment in the background consistent in their positions when they re-enter the frame?",
+          "options": [
+            "Yes",
+            "No",
+            "They shift slightly",
+            "It's unpredictable"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "What happens to the blue locomotive in the background when it re-enters the frame?",
+          "options": [
+            "A. It appears from a different angle",
+            "B. It remains in the same position",
+            "C. It becomes larger or smaller",
+            "D. It changes color"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Is the background environment stable and coherent when elements re-enter the frame?",
+          "options": [
+            "Yes",
+            "No",
+            "It depends on the camera angle",
+            "It's unstable"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the video exhibit complex camera movements beyond simple panning?",
+          "options": [
+            "Yes",
+            "No",
+            "Only slight variations",
+            "It's minimal"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which type of camera movement is most prominent in the video?",
+          "options": [
+            "A. Zooming in and out",
+            "B. Orbiting around the locomotive",
+            "C. Tilting up and down",
+            "D. Panning left and right"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Are there moments where the camera quickly changes direction or orientation?",
+          "options": [
+            "Yes",
+            "No",
+            "Rarely",
+            "It's consistent"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "What is the primary purpose of the camera's spatial exploration?",
+          "options": [
+            "A. To showcase the locomotive's details",
+            "B. To create a sense of motion",
+            "C. To explore the surrounding environment",
+            "D. To provide a 360-degree view"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Does the camera's spatial exploration feel deliberate and structured?",
+          "options": [
+            "Yes",
+            "No",
+            "It feels random",
+            "It's inconsistent"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the locomotive retain its number 713 throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:49.613030"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which of the following must remain consistent across different camera angles to preserve identity?",
+          "options": [
+            "A. The locomotive's color",
+            "B. The sky's cloud pattern",
+            "C. The position of the blue locomotive",
+            "D. The camera's movement speed"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:49.613045"
+        },
+        {
+          "question_id": "28",
+          "type": "multiple_choice",
+          "question": "What aspect of the locomotive must remain unchanged when transitioning from front to rear views?",
+          "options": [
+            "A. The curvature of the boiler",
+            "B. The color of the sky",
+            "C. The presence of traffic cones",
+            "D. The time of day"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:49.613051"
+        },
+        {
+          "question_id": "29",
+          "type": "binary",
+          "question": "Does the camera return to the initial front view of the locomotive after completing a full circle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:49.613056"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Does the camera move back along the same side path it previously traversed?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:49.613058"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_bb7e1def1dc7dfb3ce3a3d0aae0af412104bb820faaf0a5617451bd6d147bf1a_spatial"
+  },
+  {
+    "task_id": "mem_tnt_8565d4650361a97103a6970031ff0e8a23c498d1dde1b985a664d1151c99aed0_spatial",
+    "instance_id": "mem_tnt_8565d4650361a97103a6970031ff0e8a23c498d1dde1b985a664d1151c99aed0",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_8565d4650361a97103a6970031ff0e8a23c498d1dde1b985a664d1151c99aed0.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video presents a comprehensive exploration of a grand church interior, focusing on the altar area with its golden decorations, ornate ceiling frescoes, and rows of wooden pews. The camera moves dynamically through the space, capturing various perspectives including close-ups of the altar, wide shots of the nave, and detailed views of the arched side walls and doorways. As the camera pans, tilts, and zooms, it retraces paths to previously viewed areas, ensuring consistent lighting and object placement. The vertical perspective is carefully maintained when shifting focus between the ceiling and lower altar area, while background elements like side altars and balconies reappear consistently as the camera explores different parts of the church."
+        ],
+        "level_2": [
+          "At the beginning, the video opens with a sweeping view of the church's main nave, showcasing rows of wooden pews leading towards the elaborately decorated altar. The camera then tilts upward to reveal the intricate ceiling frescoes and chandeliers, emphasizing the verticality and grandeur of the space. In the middle section, the focus shifts to the altar area, providing detailed close-ups of the golden decorations and religious iconography. The camera also explores the arched side walls and doorways, highlighting the symmetry and architectural details. Toward the end, the video revisits earlier scenes, such as the main nave and altar, ensuring spatial consistency and coherence in the depiction of the church's interior."
+        ],
+        "level_3": [
+          "0-20%: The video begins with a panoramic view of the church's main nave, capturing the rows of wooden pews and the ornate altar at the far end. The camera slowly pans across the space, highlighting the arched side walls and doorways adorned with religious paintings and statues. The initial focus is on establishing the overall layout and grandeur of the church interior.",
+          "20-40%: The camera then tilts upward to showcase the intricately painted ceiling frescoes and the elegant chandeliers hanging from the ceiling. This segment emphasizes the vertical perspective and the detailed artwork above. The camera also captures the side altars and balconies, providing a sense of the church's depth and complexity.",
+          "40-60%: Moving forward, the video focuses on the altar area, offering close-up views of the golden decorations, religious icons, and candles. The camera explores the altar from different angles, highlighting the craftsmanship and spiritual significance of the space. The segment also includes a brief return to the main nave, reinforcing the spatial continuity.",
+          "60-80%: The exploration continues with a detailed examination of the arched side walls and doorways, capturing the symmetry and architectural beauty of the church. The camera pans along these walls, revealing additional religious paintings and statues. This segment also includes a revisit to the altar area, ensuring that the viewer has a comprehensive understanding of the space.",
+          "80-100%: Toward the end, the video provides a final overview of the church interior, combining wide shots of the main nave with close-ups of key features like the altar and ceiling frescoes. The camera retraces its path, ensuring that all previously seen elements are depicted consistently. The video concludes with a sweeping view of the entire church, leaving the viewer with a lasting impression of its grandeur and spiritual atmosphere."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the altar area appear identical in terms of lighting and detail when revisited at 25 seconds compared to 10 seconds?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "When the camera retraces its path towards the back of the church at 47 seconds, how does it compare to the initial view at 0 seconds?",
+          "options": [
+            "A. The view is identical",
+            "B. The view is slightly different due to lighting changes",
+            "C. The view is significantly different",
+            "D. The view cannot be determined"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the details on the ceiling frescoes consistent when viewed from the front (10 seconds) and from the side (30 seconds)?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "At 60 seconds, as the camera moves down the central aisle, does it recover the exact same perspective as seen at 0 seconds?",
+          "options": [
+            "A. Yes, perfectly recovered",
+            "B. No, there's a slight shift in angle",
+            "C. No, the lighting is different",
+            "D. No, objects have moved"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "When the camera revisits the side chapel area at 98 seconds, is it spatially consistent with the earlier view at 10 seconds?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "When the camera tilts up to show the ceiling frescoes at 29 seconds, are the stars and figures consistent with the view at 35 seconds?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "After tilting down from the ceiling at 35 seconds, does the view of the altar match the perspective from 10 seconds?",
+          "options": [
+            "A. It matches exactly",
+            "B. It's slightly off due to tilt compensation",
+            "C. It's noticeably different",
+            "D. It cannot be determined"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is the relative height of the chandeliers consistent when viewed from the front (10 seconds) and from the side (15 seconds)?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "When the camera tilts down from the balcony level at 102 seconds, does it recover the same vertical perspective as the main floor view at 0 seconds?",
+          "options": [
+            "A. Yes, perfectly aligned",
+            "B. No, there's a noticeable vertical offset",
+            "C. No, the angle is different",
+            "D. No, objects appear scaled differently"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the vertical alignment of the altar with the ceiling frescoes remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Are the arched doorways along the side walls consistently positioned relative to the pews when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "As the camera orbits around the altar area at 23 seconds, do the relative positions of the candles and statues remain constant?",
+          "options": [
+            "A. Yes, they maintain their relative positions",
+            "B. No, they shift with the camera movement",
+            "C. They are not visible during the orbit",
+            "D. It cannot be determined"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "When the camera pans left from the altar at 17 seconds, does the pattern on the side wall tiles remain consistent with the right-side view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Does the overall layout of the church (pews, altar, side chapels) remain spatially coherent when viewed from the back (60 seconds) compared to the front (10 seconds)?",
+          "options": [
+            "A. Yes, it's a perfect mirror",
+            "B. Yes, but with minor perspective differences",
+            "C. No, there are significant layout changes",
+            "D. No, objects are misplaced"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Are the red curtains on the side doors consistently visible and in the same position when they re-enter the frame after being occluded?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When the side chapel area re-enters the frame at 98 seconds, are the wall paintings and sconces identical to their appearance at 10 seconds?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "After viewing the balcony level at 102 seconds, does the return to the main floor at 105 seconds show the same background wall patterns?",
+          "options": [
+            "A. Yes, completely consistent",
+            "B. Yes, but with a slight blur",
+            "C. No, the patterns are different",
+            "D. No, objects are missing"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are the windows and light coming through them consistent when viewed from the front (10 seconds) and from the side (15 seconds)?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "When the camera re-enters the main nave from the side at 17 seconds, does the pattern on the tiled floor match the view from 0 seconds?",
+          "options": [
+            "A. Yes, perfectly matched",
+            "B. No, there's a slight color difference",
+            "C. No, the pattern is distorted",
+            "D. No, the tiles are missing"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Does the arrangement of the chandeliers on the ceiling remain consistent when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the video revisit the altar area after initially showing it?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:07.997242"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which object is repeatedly shown from different perspectives in the video?",
+          "options": [
+            "A. The main entrance door",
+            "B. The golden altar",
+            "C. The church bell tower",
+            "D. The organ pipes"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:07.997278"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the camera tilt upward to show the ceiling frescoes after focusing on the altar?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:07.997290"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "What aspect of the church interior requires consistent geometric structure during camera movement?",
+          "options": [
+            "A. The color of the pews",
+            "B. The shape of the arched side walls",
+            "C. The lighting intensity",
+            "D. The sound of chanting"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:07.997297"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Does the camera return to the main nave after exploring other areas?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:07.997304"
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "Which camera behavior indicates a need for path retracing memory?",
+          "options": [
+            "A. Zooming into a statue",
+            "B. Moving back along the same route",
+            "C. Panning left only",
+            "D. Tilting down once"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:07.997311"
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "Does the camera tilt upward to reveal the ceiling frescoes?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:07.997319"
+        },
+        {
+          "question_id": "28",
+          "type": "multiple_choice",
+          "question": "Which camera movement emphasizes vertical perspective in the church?",
+          "options": [
+            "A. Horizontal pan across pews",
+            "B. Tilt upward to ceiling",
+            "C. Zoom into a candle",
+            "D. Static shot of altar"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:07.997325"
+        },
+        {
+          "question_id": "29",
+          "type": "binary",
+          "question": "Are background elements like side altars and balconies shown again after being seen earlier?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:07.997332"
+        },
+        {
+          "question_id": "30",
+          "type": "multiple_choice",
+          "question": "What ensures continuity when returning to a previously viewed area?",
+          "options": [
+            "A. Changing lighting",
+            "B. Consistent background appearance",
+            "C. New camera angle only",
+            "D. Added characters"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:07.997338"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_8565d4650361a97103a6970031ff0e8a23c498d1dde1b985a664d1151c99aed0_spatial"
+  },
+  {
+    "task_id": "mem_tnt_d44bf0fee21c2dfd0bb99b5c4e938ca645a4153733bb0df1169fa482f41ba0ef_spatial",
+    "instance_id": "mem_tnt_d44bf0fee21c2dfd0bb99b5c4e938ca645a4153733bb0df1169fa482f41ba0ef",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_d44bf0fee21c2dfd0bb99b5c4e938ca645a4153733bb0df1169fa482f41ba0ef.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video captures a sweeping exploration of the Palace of Fine Arts, beginning with a wide shot of its iconic domed structure surrounded by lush greenery and a reflective pond. The camera pans horizontally around the building, circling the central dome and revisiting earlier angles, particularly noticeable as it retraces its path along the edge of the pond. Throughout, the video alternates between wide views showcasing the entire architectural ensemble and close-ups focusing on intricate details like column capitals, sculptural reliefs, and ceiling patterns. Vertical perspective shifts look up at towering columns and down into serene ponds, while zoom transitions maintain consistent scale and proportions. Background elements such as trees, distant structures, and fountain jets frequently re-enter the frame, requiring visual consistency in their positioning and appearance. The journey concludes with a final panoramic view that ties together all previously explored spatial landmarks."
+        ],
+        "level_2": [
+          "At the start, the video presents a broad view of the Palace of Fine Arts, highlighting its domed architecture and surrounding pond. The camera then begins a horizontal pan, circling the structure and revisiting earlier perspectives, particularly along the left side of the building. This segment emphasizes the interplay between the grand architecture and the natural environment, with the pond reflecting the scene and birds gliding over the water. As the pan continues, the focus shifts to closer details of the columns and arches, setting the stage for more intimate explorations in the following segments.",
+          "In the middle portion, the camera retraces its path along the pond's edge, revisiting areas seen earlier, such as the right side of the structure. This section features significant vertical perspective changes, including low-angle shots looking up at the towering columns and high-angle views capturing the ornate ceiling patterns. Zoom transitions alternate between wide shots of the entire building and detailed close-ups of specific architectural elements, maintaining consistent scale and proportion throughout. Fountain jets become visible in the pond, adding dynamic movement to the serene setting.",
+          "Toward the end, the video revisits key landmarks from earlier in the journey, including the central dome and surrounding colonnades. The camera continues its loop-like motion, circling back to previously seen viewpoints while emphasizing the intricate details of the sculptures and decorative motifs. The final scenes capture a comprehensive view of the Palace of Fine Arts, integrating all previously explored spatial elements into a cohesive whole. The video concludes with a panoramic shot that highlights the harmonious blend of architecture and nature."
+        ],
+        "level_3": [
+          "The video opens with a wide shot of the Palace of Fine Arts, showcasing its domed structure and the reflective pond in the foreground. A bird flies across the clear blue sky, adding a sense of tranquility. The camera begins a slow horizontal pan to the right, revealing more of the surrounding greenery and the colonnade extending along the pond. As the pan progresses, the focus remains on the overall composition, with the pond reflecting the building and the sky.",
+          "As the camera continues its pan, it moves further along the pond's edge, capturing the intricate details of the columns and arches. The perspective shifts slightly, offering a closer view of the sculptural reliefs and the texture of the stone. The camera then starts to circle back toward the left side of the structure, maintaining a consistent distance from the building. The background re-enters the frame, with trees and distant structures becoming visible again.",
+          "The camera retraces its path along the pond, revisiting the left side of the Palace of Fine Arts. This segment features a mix of wide shots and close-ups, alternating between the grandeur of the entire structure and the fine details of the architecture. The pond's surface reflects the building, creating a mirror-like effect. Fountain jets appear in the water, adding a dynamic element to the scene. The camera then begins to tilt upward, looking up at the towering columns and the ornate ceiling patterns.",
+          "The video transitions to a series of vertical perspective shifts, with the camera looking up at the towering columns and the intricate ceiling designs. Close-up shots highlight the detailed carvings and sculptures adorning the arches and columns. The camera then pans downward, capturing the base of the columns and the surrounding greenery. The background elements, such as trees and distant buildings, re-enter the frame, maintaining visual consistency. The camera continues to circle the structure, revisiting earlier viewpoints and emphasizing the symmetry and balance of the design.",
+          "In the final segment, the camera completes its loop around the Palace of Fine Arts, returning to the initial viewpoint. The video captures a panoramic view of the entire structure, integrating all previously explored spatial elements. The pond reflects the building, and the surrounding greenery frames the scene beautifully. The video concludes with a wide shot that highlights the harmonious blend of architecture and nature, providing a comprehensive overview of the Palace of Fine Arts."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera perform a horizontal loop-like motion around the Palace of Fine Arts?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "At approximately what timestamp does the camera begin to retrace a path similar to an earlier view?",
+          "options": [
+            "A. 14 seconds - 22 seconds",
+            "B. 28 seconds - 36 seconds",
+            "C. 40 seconds - 48 seconds",
+            "D. 55 seconds - 63 seconds"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the camera's movement during 14 seconds-22 seconds?",
+          "options": [
+            "A. Straight zoom-in on the dome",
+            "B. Clockwise pan around the pond",
+            "C. Vertical tilt up to the sky",
+            "D. Random jittery motion",
+            "B"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the final view of the Palace of Fine Arts at the end of the video nearly identical to the opening shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What is the primary reason for classifying this as 'Horizontal Loop Memory'?",
+          "options": [
+            "A. The camera only moves vertically",
+            "B. The camera circles the subject and returns to similar angles",
+            "C. The camera remains stationary throughout",
+            "D. The camera focuses exclusively on the fountain",
+            "B"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera retrace its path along the pond's edge at any point in the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "At which time segment does the camera first retrace a path seen earlier?",
+          "options": [
+            "A. 14 seconds - 22 seconds",
+            "B. 22 seconds - 28 seconds",
+            "C. 28 seconds - 36 seconds",
+            "D. 36 seconds - 44 seconds"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "When the camera retraces its path, which landmark is consistently visible in the background?",
+          "options": [
+            "A. The fountain jets",
+            "B. The domed structure",
+            "C. The bare tree branches",
+            "D. The water fowl",
+            "B"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Are the relative positions of the columns and arches consistent when the camera returns to a previously viewed angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "What evidence supports the classification of 'Path Retracing Memory'?",
+          "options": [
+            "A. The camera never moves in a straight line",
+            "B. The camera revisits the same physical locations from similar angles",
+            "C. The camera only captures new areas",
+            "D. The camera avoids the pond entirely",
+            "B"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the camera change its vertical perspective by looking up at the columns and then down at the pond?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "At which timestamp does the camera first look directly up at the ceiling?",
+          "options": [
+            "A. 40 seconds - 48 seconds",
+            "B. 48 seconds - 56 seconds",
+            "C. 56 seconds - 64 seconds",
+            "D. 64 seconds - 72 seconds"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "13",
+          "type": "multiple_choice",
+          "question": "When the camera looks up at the ceiling, are the hexagonal patterns consistent with earlier views?",
+          "options": [
+            "A. Yes, they are identical",
+            "B. No, they appear distorted",
+            "C. Yes, but slightly blurred",
+            "D. No, they are not visible",
+            "A"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "14",
+          "type": "binary",
+          "question": "Is the scale of the columns consistent when viewed from a low angle versus a high angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "15",
+          "type": "multiple_choice",
+          "question": "What is the primary challenge in maintaining 'Vertical Perspective Memory'?",
+          "options": [
+            "A. Ensuring that the size of the columns doesn't change drastically",
+            "B. Keeping the pond reflections consistent",
+            "C. Maintaining the correct angle of sunlight on the architecture",
+            "D. All of the above",
+            "D"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Does the video alternate between wide shots and close-up zooms on architectural details?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "At which timestamp does the camera first perform a close-up zoom on a column capital?",
+          "options": [
+            "A. 40 seconds - 48 seconds",
+            "B. 48 seconds - 56 seconds",
+            "C. 56 seconds - 64 seconds",
+            "D. 64 seconds - 72 seconds"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "When zooming in on the column capitals, are the carvings and textures consistent with wider shots?",
+          "options": [
+            "A. Yes, they match exactly",
+            "B. No, they appear different",
+            "C. Yes, but slightly out of focus",
+            "D. No, they are too small to see",
+            "A"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Is the relative size of the dome consistent when zoomed in versus zoomed out?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "What ensures 'Zoom & Scale Memory' is maintained?",
+          "options": [
+            "A. Consistent lighting and shadows",
+            "B. Stable camera distance from the subject",
+            "C. Uniform editing of zoom transitions",
+            "D. All of the above",
+            "D"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Do background elements like trees and the pond re-enter the frame after being temporarily out of view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "At which timestamp does the bare tree branch first re-enter the frame after being out of view?",
+          "options": [
+            "A. 14 seconds - 22 seconds",
+            "B. 22 seconds - 28 seconds",
+            "C. 28 seconds - 36 seconds",
+            "D. 36 seconds - 44 seconds"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "23",
+          "type": "multiple_choice",
+          "question": "When the pond re-enters the frame, is its reflection of the Palace consistent with previous views?",
+          "options": [
+            "A. Yes, it matches perfectly",
+            "B. No, it appears darker",
+            "C. Yes, but with slight variations",
+            "D. No, it is not visible",
+            "A"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "24",
+          "type": "binary",
+          "question": "Are the distant trees and buildings consistent in appearance when they re-enter the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "25",
+          "type": "multiple_choice",
+          "question": "What is the main challenge in 'Background Re-entry' for this video?",
+          "options": [
+            "A. Ensuring the pond reflections are always clear",
+            "B. Maintaining consistent lighting on re-entering elements",
+            "C. Preserving the exact position and detail of background objects",
+            "D. All of the above",
+            "D"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the video describe the camera returning to the initial viewpoint after a full loop?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:11.956919"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the camera's motion around the Palace of Fine Arts?",
+          "options": [
+            "A. Linear forward movement",
+            "B. Horizontal pan with return to start",
+            "C. Random zooms only",
+            "D. Vertical tilt only"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:11.956952"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Does the camera revisit areas it has already shown during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:11.956963"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "What happens when the camera moves back along the pond’s edge?",
+          "options": [
+            "A. It shows new buildings",
+            "B. It revisits earlier viewpoints",
+            "C. It changes the time of day",
+            "D. It zooms into a single column"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:11.956970"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Are there low-angle and high-angle shots of the Palace of Fine Arts?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:11.956978"
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "How does the camera capture the ceiling patterns?",
+          "options": [
+            "A. From ground level",
+            "B. From a high-angle view",
+            "C. Using a drone",
+            "D. Through reflection"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:11.956985"
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Does the pond reflect the Palace of Fine Arts and the sky?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:11.956992"
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "Do background elements like trees and distant structures reappear during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:11.957004"
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "When the camera returns to a prior location, what must remain consistent?",
+          "options": [
+            "A. Camera speed",
+            "B. Background elements",
+            "C. Sky color only",
+            "D. Music volume"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:11.957010"
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "Does the reflection in the pond show the Palace of Fine Arts' domed structure and surrounding greenery when viewed from the initial wide shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt states that the video opens with a wide shot of the Palace and the reflective pond, indicating the dome and greenery should be visible in the reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.677906"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "Which objects should be reflected in the pond during Segment 1?",
+          "options": [
+            "A. The central dome, sky, and trees",
+            "B. Only the fountain jets",
+            "C. The camera operator",
+            "D. A modern skyscraper"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Segment 1 describes the wide shot showing the domed structure, clear blue sky, and surrounding greenery, all of which would be reflected in the pond.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.677943"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "Are sculptural reliefs on the columns visible in the reflection when the camera focuses on them closely?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Close-up shots focus on details like reliefs, but reflections in water are typically less detailed and depend on viewing angle; such fine details are unlikely to be clearly reflected.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.677953"
+          }
+        },
+        {
+          "question_id": "38",
+          "type": "multiple_choice",
+          "question": "When the camera pans along the pond's edge, what should the reflection include?",
+          "options": [
+            "A. Only the building’s base",
+            "B. The full height of the columns and arches",
+            "C. The sky and birds flying overhead",
+            "D. The camera lens"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt mentions birds flying across the sky and the reflective pond, so the sky and birds should appear in the reflection as part of the mirrored scene.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.677962"
+          }
+        },
+        {
+          "question_id": "39",
+          "type": "binary",
+          "question": "Does the reflection in the pond accurately depict the position of the fountain jets when they become visible?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Fountain jets are described as appearing in the pond and adding dynamic movement; their presence must be mirrored in the reflection for content consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.677968"
+          }
+        },
+        {
+          "question_id": "40",
+          "type": "binary",
+          "question": "When the camera revisits the left side of the Palace in Segment 3, does the pond's reflection still show the same architectural elements as seen earlier in Segment 1?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt indicates that the camera retraces its path and revisits earlier viewpoints, implying visual continuity including consistent reflections.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.677978"
+          }
+        },
+        {
+          "question_id": "41",
+          "type": "multiple_choice",
+          "question": "In Segment 5, when the camera returns to the initial viewpoint, how should the reflection compare to the one in Segment 1?",
+          "options": [
+            "A. It should be identical in content and composition",
+            "B. It should show new buildings not present before",
+            "C. It should reflect only the sky",
+            "D. It should be distorted due to wind"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt describes a loop-like motion returning to the initial viewpoint, suggesting temporal consistency in both environment and reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.677985"
+          }
+        },
+        {
+          "question_id": "42",
+          "type": "binary",
+          "question": "If the fountain jets are active in Segment 3 but not mentioned in Segment 1, does the reflection in the pond update to include them in later segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt notes fountain jets appear in Segment 3, so the reflection must dynamically include them, reflecting environmental changes over time.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.677992"
+          }
+        },
+        {
+          "question_id": "43",
+          "type": "multiple_choice",
+          "question": "When the camera moves from Segment 2 to Segment 3, and revisits the left side of the building, what should happen to the reflection?",
+          "options": [
+            "A. It should remain unchanged despite camera motion",
+            "B. It should reflect the same scene as before, maintaining continuity",
+            "C. It should show a different building",
+            "D. It should disappear entirely"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Revisiting the same location implies temporal consistency—reflections should mirror the same environment as previously seen.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.677998"
+          }
+        },
+        {
+          "question_id": "44",
+          "type": "binary",
+          "question": "Is the reflection of the bird flying across the sky visible at the same moment in both Segment 1 and Segment 5?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The bird is mentioned only in Segment 1; unless it reappears, it should not be reflected in later segments, ensuring temporal accuracy.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.678005"
+          }
+        },
+        {
+          "question_id": "45",
+          "type": "binary",
+          "question": "As the camera pans right in Segment 1, does the reflection in the pond shift to show more of the colonnade extending along the pond?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The pan reveals more of the colonnade; therefore, the reflection must update accordingly to maintain viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.678012"
+          }
+        },
+        {
+          "question_id": "46",
+          "type": "multiple_choice",
+          "question": "When the camera tilts upward in Segment 3 to look at the ceiling patterns, what should the reflection in the pond show?",
+          "options": [
+            "A. The ceiling patterns",
+            "B. The top of the columns and sky",
+            "C. Only the base of the columns",
+            "D. The camera lens"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The reflection in the pond is limited to the lower portion of the scene; upward tilt means the reflection will show the top of the columns and sky, not the ceiling itself.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.678018"
+          }
+        },
+        {
+          "question_id": "47",
+          "type": "binary",
+          "question": "Does the reflection in the pond change appropriately when the camera circles back to the same position in Segment 5?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt describes a looped motion returning to the initial viewpoint, requiring the reflection to match the original composition for spatial coherence.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.678025"
+          }
+        },
+        {
+          "question_id": "48",
+          "type": "multiple_choice",
+          "question": "When the camera moves from a low-angle shot to a high-angle view in Segment 4, how does the reflection change?",
+          "options": [
+            "A. It shows more of the sky and less of the building base",
+            "B. It remains static regardless of camera angle",
+            "C. It reflects the ceiling directly",
+            "D. It disappears"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Changing camera angles alters the visible scene; a high-angle view reduces ground visibility, so the reflection should show more sky and less building base.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.678031"
+          }
+        },
+        {
+          "question_id": "49",
+          "type": "binary",
+          "question": "When the camera pans downward after looking up at the columns, does the reflection in the pond now include more of the surrounding greenery?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The downward pan brings the base of the columns and greenery into view, so the reflection should also include these elements for accurate viewpoint mapping.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.678037"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_d44bf0fee21c2dfd0bb99b5c4e938ca645a4153733bb0df1169fa482f41ba0ef_spatial"
+  }
+]
\ No newline at end of file
diff --git a/MBench-V-new/dataset.yaml b/MBench-V-new/dataset.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..46e36d4c40d31c1604eeeda456f468b0143a0a8c
--- /dev/null
+++ b/MBench-V-new/dataset.yaml
@@ -0,0 +1,22 @@
+dataset_id: mbenchv
+dataset_name: MBench-V
+version: '2.0'
+description: 'MBench-V: Video Memory Benchmark for T2V long-video generation'
+path_mode: relative_to_dataset_root
+
+subsets:
+  environment: {description: Environment / spatial memory samples.}
+  human: {description: Human identity memory samples.}
+  object: {description: Object identity memory samples.}
+  causal: {description: Causal / interaction memory samples.}
+
+condition_id:
+  pattern: "text"
+
+paths:
+  sample_dir: samples/{subset}/{sample_id}
+  sample_meta: samples/{subset}/{sample_id}/sample.json
+  model_package: models/{model_id}
+  model_samples: models/{model_id}/samples.jsonl
+  output_video: models/{model_id}/outputs/{subset}/{sample_id}/{condition_id}/video.mp4
+  artifact_da3: models/{model_id}/artifacts/{subset}/{sample_id}/{condition_id}/da3/results.npz
diff --git a/MBench-V-new/mapping.jsonl b/MBench-V-new/mapping.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..44eeca49e28445c238517a700d6fd270c5d09355
--- /dev/null
+++ b/MBench-V-new/mapping.jsonl
@@ -0,0 +1,488 @@
+{"old_path": "MBench-V-new/models/causal_forcing/outputs/spatial/mem_dl3dv_03b2e3fb03fd24c0aff0c5f90b57cb735d3ff9637aa549a2dc2f7bcdad5a040d/text/video.mp4", "new_path": "MBench-V-new/models/causal_forcing/outputs/environment/mem_dl3dv_03b2e3fb03fd24c0aff0c5f90b57cb735d3ff9637aa549a2dc2f7bcdad5a040d/text/video.mp4", "type": "output", "model_id": "causal_forcing", "subset": "environment", "sample_id": "mem_dl3dv_03b2e3fb03fd24c0aff0c5f90b57cb735d3ff9637aa549a2dc2f7bcdad5a040d", "condition_id": "text"}
+{"old_path": "MBench-V-new/models/causal_forcing/outputs/spatial/mem_dl3dv_03cb625088d5ec191ce8667f4f6f34a17900080b36ee4b89c16833e13852f206/text/video.mp4", "new_path": "MBench-V-new/models/causal_forcing/outputs/environment/mem_dl3dv_03cb625088d5ec191ce8667f4f6f34a17900080b36ee4b89c16833e13852f206/text/video.mp4", "type": "output", "model_id": "causal_forcing", "subset": "environment", "sample_id": "mem_dl3dv_03cb625088d5ec191ce8667f4f6f34a17900080b36ee4b89c16833e13852f206", "condition_id": "text"}
+{"old_path": "MBench-V-new/models/causal_forcing/outputs/spatial/mem_dl3dv_124fd335d679c1328e7c0cd80ce486d8a62c20afae2b6470c275310b682b8093/text/video.mp4", "new_path": "MBench-V-new/models/causal_forcing/outputs/environment/mem_dl3dv_124fd335d679c1328e7c0cd80ce486d8a62c20afae2b6470c275310b682b8093/text/video.mp4", "type": "output", "model_id": "causal_forcing", "subset": "environment", "sample_id": "mem_dl3dv_124fd335d679c1328e7c0cd80ce486d8a62c20afae2b6470c275310b682b8093", "condition_id": "text"}
+{"old_path": "MBench-V-new/models/causal_forcing/outputs/spatial/mem_dl3dv_13fdcb2da929d42b26bf66aef281e988a05fb3e2b87232ad13b9bd6b6f552e4e/text/video.mp4", "new_path": "MBench-V-new/models/causal_forcing/outputs/environment/mem_dl3dv_13fdcb2da929d42b26bf66aef281e988a05fb3e2b87232ad13b9bd6b6f552e4e/text/video.mp4", "type": "output", "model_id": "causal_forcing", "subset": "environment", "sample_id": "mem_dl3dv_13fdcb2da929d42b26bf66aef281e988a05fb3e2b87232ad13b9bd6b6f552e4e", "condition_id": "text"}
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+{"item_id": "object:vobj_sample_209_b7a80278:text", "dataset_id": "mbenchv", "subset": "object", "sample_id": "vobj_sample_209_b7a80278", "condition_id": "text", "model_id": "skyreels", "media": {"videos": [{"path": "outputs/object/vobj_sample_209_b7a80278/text/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {}}
+{"item_id": "object:vobj_sample_210_d2c62fd9:text", "dataset_id": "mbenchv", "subset": "object", "sample_id": "vobj_sample_210_d2c62fd9", "condition_id": "text", "model_id": "skyreels", "media": {"videos": [{"path": "outputs/object/vobj_sample_210_d2c62fd9/text/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {}}
+{"item_id": "object:vobj_sample_211_665b36fb:text", "dataset_id": "mbenchv", "subset": "object", "sample_id": "vobj_sample_211_665b36fb", "condition_id": "text", "model_id": "skyreels", "media": {"videos": [{"path": "outputs/object/vobj_sample_211_665b36fb/text/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {}}
+{"item_id": "object:vobj_sample_215_eb2d57a0:text", "dataset_id": "mbenchv", "subset": "object", "sample_id": "vobj_sample_215_eb2d57a0", "condition_id": "text", "model_id": "skyreels", "media": {"videos": [{"path": "outputs/object/vobj_sample_215_eb2d57a0/text/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {}}
+{"item_id": "object:vobj_sample_221_1442790d:text", "dataset_id": "mbenchv", "subset": "object", "sample_id": "vobj_sample_221_1442790d", "condition_id": "text", "model_id": "skyreels", "media": {"videos": [{"path": "outputs/object/vobj_sample_221_1442790d/text/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {}}
+{"item_id": "object:vobj_sample_223_e3515e1d:text", "dataset_id": "mbenchv", "subset": "object", "sample_id": "vobj_sample_223_e3515e1d", "condition_id": "text", "model_id": "skyreels", "media": {"videos": [{"path": "outputs/object/vobj_sample_223_e3515e1d/text/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {}}
+{"item_id": "object:vobj_sample_225_d1bb1d52:text", "dataset_id": "mbenchv", "subset": "object", "sample_id": "vobj_sample_225_d1bb1d52", "condition_id": "text", "model_id": "skyreels", "media": {"videos": [{"path": "outputs/object/vobj_sample_225_d1bb1d52/text/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {}}
+{"item_id": "object:vobj_sample_228_983739c4:text", "dataset_id": "mbenchv", "subset": "object", "sample_id": "vobj_sample_228_983739c4", "condition_id": "text", "model_id": "skyreels", "media": {"videos": [{"path": "outputs/object/vobj_sample_228_983739c4/text/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {}}
+{"item_id": "object:vobj_sample_229_05ed3fe6:text", "dataset_id": "mbenchv", "subset": "object", "sample_id": "vobj_sample_229_05ed3fe6", "condition_id": "text", "model_id": "skyreels", "media": {"videos": [{"path": "outputs/object/vobj_sample_229_05ed3fe6/text/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {}}
+{"item_id": "object:vobj_sample_233_2fdf9f95:text", "dataset_id": "mbenchv", "subset": "object", "sample_id": "vobj_sample_233_2fdf9f95", "condition_id": "text", "model_id": "skyreels", "media": {"videos": [{"path": "outputs/object/vobj_sample_233_2fdf9f95/text/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {}}
+{"item_id": "object:vobj_sample_235_94d1ebbc:text", "dataset_id": "mbenchv", "subset": "object", "sample_id": "vobj_sample_235_94d1ebbc", "condition_id": "text", "model_id": "skyreels", "media": {"videos": [{"path": "outputs/object/vobj_sample_235_94d1ebbc/text/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {}}
+{"item_id": "object:vobj_sample_244_e970a01c:text", "dataset_id": "mbenchv", "subset": "object", "sample_id": "vobj_sample_244_e970a01c", "condition_id": "text", "model_id": "skyreels", "media": {"videos": [{"path": "outputs/object/vobj_sample_244_e970a01c/text/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {}}
+{"item_id": "object:vobj_sample_245_d29e222e:text", "dataset_id": "mbenchv", "subset": "object", "sample_id": "vobj_sample_245_d29e222e", "condition_id": "text", "model_id": "skyreels", "media": {"videos": [{"path": "outputs/object/vobj_sample_245_d29e222e/text/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {}}
+{"item_id": "object:vobj_sample_246_7885a84a:text", "dataset_id": "mbenchv", "subset": "object", "sample_id": "vobj_sample_246_7885a84a", "condition_id": "text", "model_id": "skyreels", "media": {"videos": [{"path": "outputs/object/vobj_sample_246_7885a84a/text/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {}}
+{"item_id": "object:vobj_sample_249_2620f1d7:text", "dataset_id": "mbenchv", "subset": "object", "sample_id": "vobj_sample_249_2620f1d7", "condition_id": "text", "model_id": "skyreels", "media": {"videos": [{"path": "outputs/object/vobj_sample_249_2620f1d7/text/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {}}
+{"item_id": "object:vobj_sample_251_ec8fda81:text", "dataset_id": "mbenchv", "subset": "object", "sample_id": "vobj_sample_251_ec8fda81", "condition_id": "text", "model_id": "skyreels", "media": {"videos": [{"path": "outputs/object/vobj_sample_251_ec8fda81/text/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {}}
+{"item_id": "object:vobj_sample_257_4f28939c:text", "dataset_id": "mbenchv", "subset": "object", "sample_id": "vobj_sample_257_4f28939c", "condition_id": "text", "model_id": "skyreels", "media": {"videos": [{"path": "outputs/object/vobj_sample_257_4f28939c/text/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {}}
+{"item_id": "object:vobj_sample_258_fe83c33a:text", "dataset_id": "mbenchv", "subset": "object", "sample_id": "vobj_sample_258_fe83c33a", "condition_id": "text", "model_id": "skyreels", "media": {"videos": [{"path": "outputs/object/vobj_sample_258_fe83c33a/text/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {}}
+{"item_id": "object:vobj_sample_261_98591a49:text", "dataset_id": "mbenchv", "subset": "object", "sample_id": "vobj_sample_261_98591a49", "condition_id": "text", "model_id": "skyreels", "media": {"videos": [{"path": "outputs/object/vobj_sample_261_98591a49/text/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {}}
+{"item_id": "object:vobj_sample_264_0aa3bd1c:text", "dataset_id": "mbenchv", "subset": "object", "sample_id": "vobj_sample_264_0aa3bd1c", "condition_id": "text", "model_id": "skyreels", "media": {"videos": [{"path": "outputs/object/vobj_sample_264_0aa3bd1c/text/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {}}
+{"item_id": "object:vobj_sample_265_ab6d3959:text", "dataset_id": "mbenchv", "subset": "object", "sample_id": "vobj_sample_265_ab6d3959", "condition_id": "text", "model_id": "skyreels", "media": {"videos": [{"path": "outputs/object/vobj_sample_265_ab6d3959/text/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {}}
+{"item_id": "object:vobj_sample_270_60f60cfb:text", "dataset_id": "mbenchv", "subset": "object", "sample_id": "vobj_sample_270_60f60cfb", "condition_id": "text", "model_id": "skyreels", "media": {"videos": [{"path": "outputs/object/vobj_sample_270_60f60cfb/text/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {}}
+{"item_id": "object:vobj_sample_272_f1ea4671:text", "dataset_id": "mbenchv", "subset": "object", "sample_id": "vobj_sample_272_f1ea4671", "condition_id": "text", "model_id": "skyreels", "media": {"videos": [{"path": "outputs/object/vobj_sample_272_f1ea4671/text/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {}}
+{"item_id": "object:vobj_sample_274_0ea1a024:text", "dataset_id": "mbenchv", "subset": "object", "sample_id": "vobj_sample_274_0ea1a024", "condition_id": "text", "model_id": "skyreels", "media": {"videos": [{"path": "outputs/object/vobj_sample_274_0ea1a024/text/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {}}
+{"item_id": "object:vobj_sample_281_7d05e2f8:text", "dataset_id": "mbenchv", "subset": "object", "sample_id": "vobj_sample_281_7d05e2f8", "condition_id": "text", "model_id": "skyreels", "media": {"videos": [{"path": "outputs/object/vobj_sample_281_7d05e2f8/text/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {}}
+{"item_id": "object:vobj_sample_294_49dc26fa:text", "dataset_id": "mbenchv", "subset": "object", "sample_id": "vobj_sample_294_49dc26fa", "condition_id": "text", "model_id": "skyreels", "media": {"videos": [{"path": "outputs/object/vobj_sample_294_49dc26fa/text/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {}}
+{"item_id": "object:vobj_sample_296_0cc2f0ff:text", "dataset_id": "mbenchv", "subset": "object", "sample_id": "vobj_sample_296_0cc2f0ff", "condition_id": "text", "model_id": "skyreels", "media": {"videos": [{"path": "outputs/object/vobj_sample_296_0cc2f0ff/text/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {}}
+{"item_id": "object:vobj_sample_305_36568c5b:text", "dataset_id": "mbenchv", "subset": "object", "sample_id": "vobj_sample_305_36568c5b", "condition_id": "text", "model_id": "skyreels", "media": {"videos": [{"path": "outputs/object/vobj_sample_305_36568c5b/text/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {}}
+{"item_id": "object:vobj_sample_307_75951be3:text", "dataset_id": "mbenchv", "subset": "object", "sample_id": "vobj_sample_307_75951be3", "condition_id": "text", "model_id": "skyreels", "media": {"videos": [{"path": "outputs/object/vobj_sample_307_75951be3/text/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {}}
+{"item_id": "object:vobj_sample_323_347da0fd:text", "dataset_id": "mbenchv", "subset": "object", "sample_id": "vobj_sample_323_347da0fd", "condition_id": "text", "model_id": "skyreels", "media": {"videos": [{"path": "outputs/object/vobj_sample_323_347da0fd/text/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {}}
+{"item_id": "object:vobj_sample_324_e260e1f2:text", "dataset_id": "mbenchv", "subset": "object", "sample_id": "vobj_sample_324_e260e1f2", "condition_id": "text", "model_id": "skyreels", "media": {"videos": [{"path": "outputs/object/vobj_sample_324_e260e1f2/text/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {}}
+{"item_id": "object:vobj_sample_146_adf770c5:text", "dataset_id": "mbenchv", "subset": "object", "sample_id": "vobj_sample_146_adf770c5", "condition_id": "text", "model_id": "skyreels", "media": {"videos": [{"path": "outputs/object/vobj_sample_146_adf770c5/text/video.mp4", "role": "generated"}]}, "artifacts": {}, "annotations": {}, "metadata": {}}
diff --git a/MBench-V-new/samples/causal/a00000_00698_camera/sample.json b/MBench-V-new/samples/causal/a00000_00698_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..15443a9481518423f0bac005ec8ec5c561bc6a84
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00000_00698_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00000_00698_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A hammer strikes a red ceramic piggy bank, shattering it into large fragments while coins burst outwards and scatter across the reflective surface in slow motion.",
+    "The camera cranes upward slowly, shifting the perspective to show more of the stark white background while the fragmented red ceramic pieces and gleaming coins remain visible on the reflective table.",
+    "The camera continues its upward crane movement until the original action area is fully displaced, leaving only the bright studio ceiling lights and empty white space in the frame.",
+    "The camera cranes downward steadily, returning the view toward the scene as the scattered coins and large ceramic fragments reappear in the lower portion of the shot.",
+    "The camera completes its downward crane motion to re-establish the original viewpoint, clearly showing the destroyed red piggy bank and the hammer resting among the debris on the glossy surface."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00000_00698_occlusion/sample.json b/MBench-V-new/samples/causal/a00000_00698_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..3133c682c6432e8b1eb62597f23902ca8d4456cc
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00000_00698_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00000_00698_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A bright red ceramic piggy bank sits centered on a glossy black reflective surface against a stark white background, just as a heavy metal hammer swings into the frame from the right, poised to strike the smooth ceramic flank.",
+    "A large, billowing white studio cloth enters rapidly from the left edge of the frame, drifting inward to partially obscure the view of the red piggy bank and the incoming hammer just before impact.",
+    "The white fabric completely fills the frame, hiding the piggy bank and the destructive action entirely, leaving only the soft folds and bright white texture of the cloth visible against the studio lighting.",
+    "The white cloth begins to retract and slide out towards the right side of the frame, revealing glimpses of the aftermath underneath as the fabric clears the central view.",
+    "With the white cloth fully gone, the camera reveals the red piggy bank shattered into large red and white ceramic shards scattered across the reflective surface, with coins spilling out amidst the debris near the resting hammer."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00027_00216_camera/sample.json b/MBench-V-new/samples/causal/a00027_00216_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..f383824a74b89f6824b518399a3097bdbe2a855c
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00027_00216_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00027_00216_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A heavy sledgehammer strikes a standing bundle of candy canes, instantly shattering the hard candy into a cloud of red and white shards and dust.",
+    "The camera initiates a deliberate upward tilt that steadily raises its optical axis away from the immediate impact zone; a network of exposed steel trusses and dark acoustic baffles gradually fills the expanding frame under the cool wash of a single overhead spotlight that illuminates floating sugar particles drifting through the stagnant air, effectively transitioning the perspective from the ground-level destruction to the quiet industrial architecture hovering above the workbench, while the shallow depth of field keeps the ceiling rigging sharply focused against the blurred background, and the gradual shift in parallax reveals the vast vertical scale of the filming space. This continuous elevation creates a seamless visual bridge that disconnects the audience from the chaotic foreground, emphasizing the controlled, professional atmosphere of the soundstage while the lens captures the subtle interplay between the harsh artificial lighting and the soft, powdery remnants suspended in the darkened upper atmosphere.",
+    "The camera continues its unwavering upward tilt that completely abandons the initial workspace; heavy ventilation ducts and black soundproof panels dominate the composition while capturing the faint glow of distant control monitors reflecting against the dark upper walls, thereby establishing a fully displaced viewpoint that severs all visual connection to the original action area and emphasizes the vast, empty volume of the production space, while this sustained elevation pushes the frame into a region entirely disconnected from the ground-level event, allowing the viewer to observe the intricate network of cable management systems and structural crossbeams that span the overhead area under the dim, ambient wash of emergency exit signage. The persistent upward momentum ensures the original destruction zone remains completely obscured, reinforcing the temporary visual departure from the central narrative.",
+    "The camera reverses its trajectory with a controlled downward tilt that slowly descends from the shadowed ceiling infrastructure; the upper edges of the weathered workbench gradually come back into view as the ambient lighting begins to highlight the faint traces of residual sugar dust drifting through the air, methodically retracing the visual path to reconnect with the lower portion of the set while maintaining a steady pacing that prepares the frame for the final re-establishment of the scene. This deliberate descent shifts the optical focus away from the distant architectural elements and guides the perspective back toward the primary filming zone, gradually restoring spatial context as the lens navigates through the suspended particles and realigns with the horizontal plane of the countertop.",
+    "The camera completes its precise downward tilt that firmly re-establishes the original framing over the dark countertop; the heavy sledgehammer now rests beside a scattered field of fractured red and white candy cane fragments, allowing the viewer to clearly observe the complete aftermath of the violent impact against the cool, reflective surface as the lens settles into a static position that captures the full extent of the shattered sweets and the lingering powder spread across the workspace. This final stabilization locks the perspective back onto the primary action area, ensuring all visual elements return to their initial spatial relationship while highlighting the stark contrast between the pristine tools and the chaotic, colorful debris left behind."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00027_00216_dimming/sample.json b/MBench-V-new/samples/causal/a00027_00216_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..fa9afe4d1fb49573d7ec1ff70db49a8312d82fea
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00027_00216_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00027_00216_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A bundle of red and white striped candy canes, tied together with a pale blue ribbon, stands upright on a scratched dark countertop under bright, focused studio lighting, just as a heavy sledgehammer descends from above to strike the top.",
+    "As the sledgehammer makes contact with the candy canes, the overhead studio lights begin to flicker and dim rapidly, causing the vibrant red stripes to lose saturation and deep shadows to encroach upon the dark surface beneath the standing bundle.",
+    "The scene plunges into near-total darkness as the lights cut out completely, obscuring the violent shattering of the candy canes so that only faint, ghostly outlines of the falling debris and the sledgehammer handle are barely perceptible against the black background.",
+    "The overhead lights flicker back to life, gradually illuminating the scene again as the harsh artificial glow returns, revealing a chaotic scattering of red and white fragments beginning to take shape on the dark, scratched surface.",
+    "With the lighting fully restored to its original brightness, the camera clearly reveals the aftermath: shattered red and white candy cane fragments scattered across the dark surface, with the crumpled white ribbon lying among the debris near the resting head of the sledgehammer."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00027_00216_occlusion/sample.json b/MBench-V-new/samples/causal/a00027_00216_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..296852868ceeb4a7eb0adf3cd3ef365faff48e32
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00027_00216_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00027_00216_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A bundle of red and white striped candy canes tied with a pale ribbon stands upright on a dark, textured surface, while a sledgehammer descends rapidly from the top edge toward the candy.",
+    "A person wearing a black shirt enters from the left edge, their torso moving steadily across the foreground to partially block the view of the candy canes and the hammer striking down.",
+    "The person's black shirt dominates the entire frame, completely obscuring the candy canes and the table surface, preventing any view of the shattering action happening behind them.",
+    "The person in the black shirt moves toward the right edge, slowly unveiling the scene as the gap widens to show the dark surface beneath.",
+    "The person has fully exited the frame, leaving a clear view of shattered red and white candy cane fragments scattered across the dark surface, with the crumpled ribbon lying near the hammer."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00037_00237_camera/sample.json b/MBench-V-new/samples/causal/a00037_00237_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..739a9be89445238c2643e9f7a83d185e054d7851
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00037_00237_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00037_00237_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Car tire rolls over plastic containers filled with colorful water beads, crushing them and scattering the beads across the asphalt surface.",
+    "The camera orbits clockwise around the car tire, gradually revealing the scattered rainbow-colored water beads spreading across the rough asphalt surface as the tire continues its forward motion over the crushed plastic containers.",
+    "The camera completes its clockwise orbit and moves further away, now capturing only the distant edge of the pavement and a patch of green grass beyond, with no trace of the tire or beads visible in the frame.",
+    "The camera begins to orbit counterclockwise, drawing closer to the scene while framing the textured asphalt and the lingering colorful beads that glisten under natural daylight.",
+    "The camera returns to its original position, re-establishing the full view of the car tire resting above the flattened plastic trays and the vibrant water beads spread across the ground."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00043_00428_camera/sample.json b/MBench-V-new/samples/causal/a00043_00428_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..2c70a01406715603a3cde21a1d59c6545d9565ab
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00043_00428_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00043_00428_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A person pours a steady stream of white granular substance, resembling rice or sugar, from a wide metal tray into a large stainless steel bowl resting on a dark surface.",
+    "The camera pans right, and the frame reveals the rough texture of the reddish-brown stone wall and a weathered wooden post standing near the edge of the paved area, while the bright sunlight highlights the dust on the ground.",
+    "The camera continues panning right, and the view shows only the uneven concrete ground and the lower section of the stone wall where shadows stretch across the surface, completely excluding the bowl and the person from the shot.",
+    "The camera pans left, and the scene captures the sunlit stone paving and the wooden support post coming back into view, guiding the eye toward the dark platform where the activity is centered.",
+    "The camera pans left, and the shot re-establishes the original scene by centering the large stainless steel bowl filled with a mound of white granules on the dark surface, with the person's legs visible standing next to it."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00043_00428_dimming/sample.json b/MBench-V-new/samples/causal/a00043_00428_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..85d16aa7e0c9af2b644220d46cd9da3a01062d86
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00043_00428_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00043_00428_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A large, reflective stainless steel bowl sits on a dark surface near a cracked adobe wall, catching bright sunlight as a person starts pouring a stream of white granules from a tray.",
+    "Sudden heavy clouds move in to block the sun, causing the bright reflections on the metal bowl to dim and the shadows on the rough ground to deepen significantly.",
+    "The environment is engulfed in deep shadow as the sunlight is completely obscured, rendering the stainless steel bowl and the pouring action barely visible in the gloom against the dark surface.",
+    "As the heavy clouds part and natural sunlight floods back in, the scene brightens up, gradually revealing the stainless steel bowl which is now accumulating a significant pile of the white granular substance.",
+    "The lighting has fully recovered to bright daylight, clearly displaying the large stainless steel bowl on the dark surface, now filled with a substantial mound of the white granular powder."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00043_00428_occlusion/sample.json b/MBench-V-new/samples/causal/a00043_00428_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..9389c44c674c4879936b089d18162c3c0f18a96d
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00043_00428_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00043_00428_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A large, shiny stainless steel bowl sits centrally on a dark, flat surface, reflecting the bright daylight, while a stream of white granular substance begins to pour into it from the right side, near a person's leg clad in khaki pants.",
+    "A person wearing a dark garment enters from the right edge, moving leftward across the foreground and beginning to block the view of the stainless steel bowl and the stream of white grains.",
+    "The dark garment of the passing person completely fills the frame, obscuring the bowl and the pouring action entirely, with only the rough, reddish wall and wire mesh visible in the upper background above their shoulder.",
+    "The person continues their path to the left, their dark clothing moving out of the frame to reveal the stainless steel bowl again, where the white granular substance is now visibly piling up inside.",
+    "The occluding figure has fully exited to the left, revealing the final state where the large stainless steel bowl rests on the dark surface, now containing a substantial mound of the white granular powder."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00043_01032_camera/sample.json b/MBench-V-new/samples/causal/a00043_01032_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..f30ff7b98da8f98856148bc5c851a48bb3dd2350
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00043_01032_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00043_01032_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A hand pours a brown powder from a small jar into a metal bowl of flour, then uses fingers to mix and toss the ingredients together.",
+    "The camera tracks smoothly to the right, shifting the view away from the center of the metal bowl to reveal the clean, light-colored wooden surface of the table adjacent to the preparation area.",
+    "The camera continues its rightward movement until the bowl is completely out of frame, leaving only the empty expanse of the wood-grain countertop and the edge of a dark mat visible.",
+    "The camera reverses direction and tracks to the left, moving back across the wooden surface as the silver rim of the mixing bowl begins to slide back into the frame.",
+    "The camera settles back into the original top-down position, fully framing the stainless steel bowl where a hand is vigorously tossing the white flour and brown yeast powder together."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00043_01032_dimming/sample.json b/MBench-V-new/samples/causal/a00043_01032_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..4d2e0e6893b3ffca45ac4d287b2727733c0d4f1f
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00043_01032_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00043_01032_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A static top-down shot captures a stainless steel mixing bowl filled with a mound of white flour resting on a light wooden countertop, while a hand tilts a small brown jar to pour granular yeast into the powder.",
+    "The bright overhead kitchen lights suddenly flicker and begin to dim, causing the illumination on the wooden table to waver. Shadows around the metal bowl deepen rapidly, and the white flour loses its brightness as the room starts to darken.",
+    "The lights cut out completely, plunging the scene into near-total darkness where the stainless steel bowl and the hand holding the jar are barely visible as faint, ghostly outlines against the black background.",
+    "The overhead lights flicker back to life, gradually restoring brightness to the kitchen counter. The wooden grain of the table becomes clear again, and the white flour in the bowl slowly regains its stark contrast as the illumination stabilizes.",
+    "With the lighting fully recovered, the camera clearly shows a hand mixing the granular yeast into the large metal bowl of white flour, incorporating the ingredient into the powder on the wooden table."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00043_01032_occlusion/sample.json b/MBench-V-new/samples/causal/a00043_01032_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..b8d87b67442d8b593420dbe31ea919de046a5a4e
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00043_01032_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00043_01032_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A top-down shot captures a large stainless steel bowl of white flour on a light wood table, where a hand holds a small brown jar and starts pouring granular brown powder into the mound.",
+    "A person wearing a dark blue shirt enters from the left edge, their body moving across the foreground and starting to block the view of the bowl and the pouring hand.",
+    "The person's dark blue shirt completely covers the frame, hiding the bowl and the action entirely, leaving only the fabric and the edge of the wooden table visible at the periphery.",
+    "The person moves further right, and the dark fabric slides away, gradually revealing the metal bowl and the flour mixture underneath as the obstruction clears the scene.",
+    "With the person fully gone, the view returns to the metal bowl on the wooden table, showing a hand mixing the granular yeast into the white flour and tossing the ingredients together."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00043_01144_camera/sample.json b/MBench-V-new/samples/causal/a00043_01144_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..665f1ef990108fba540d9f771e2d158d7bda6a32
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00043_01144_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00043_01144_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Hands hold a metal sieve over a mixing bowl and shake it, causing white flour to fall through the mesh in a fine, steady stream onto the mixture below.",
+    "The camera pans left, revealing the edge of the stainless steel mixing bowl and the hand holding the sieve as fine flour cascades through the mesh onto the pale beige batter below. The bright kitchen countertop reflects overhead lighting, emphasizing the contrast between the white flour and the textured mixture. A slight blur at the frame’s right edge hints at motion beyond the primary focus.",
+    "The camera continues panning left, shifting entirely away from the mixing bowl to show a clean stretch of white countertop with only faint traces of flour dust near the edge. The metallic sheen of the bowl is now out of sight, replaced by an unbroken expanse of surface under even lighting, suggesting a quiet pause in activity.",
+    "The camera pans right, moving across the smooth countertop toward the re-emerging corner of the mixing bowl. A sliver of the sieve’s handle comes into view, catching light as it hovers above the bowl. The background remains consistent with soft ambient illumination and no visible hands yet.",
+    "The camera completes its rightward pan, centering on the mixing bowl where the flour has fully settled over the batter, creating a soft mound. The sieve rests slightly tilted above, its mesh still holding residual powder. The scene is well-lit, with clear visibility of the ingredients and the hand poised for the next step."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00045_00071_camera/sample.json b/MBench-V-new/samples/causal/a00045_00071_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..812bc9511332f387690178a66431a15cbf6287c2
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00045_00071_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00045_00071_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A camouflage tactical vest is being subjected to mechanical stress by two hydraulic cylinders that push and pull on its sides, causing it to twist and deform repeatedly.",
+    "The camera tracks left, revealing the metallic framework of the testing rig and the red hydraulic hoses snaking across the base, while the camouflage tactical vest remains centered under mechanical stress from the silver cylinders.",
+    "The camera continues tracking left, shifting focus to the blank white wall and a coiled black cable near the electrical outlet, with the entire test apparatus now out of frame and only the edge of the aluminum rail visible.",
+    "The camera tracks right, passing over the smooth surface of the gray workbench and catching a glimpse of the hydraulic cylinder's piston rod glinting under overhead fluorescent lighting.",
+    "The camera returns to its original position, re-centering the camouflaged tactical vest as it twists under force from both hydraulic arms, with the full testing setup clearly visible once more."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00047_01422_camera/sample.json b/MBench-V-new/samples/causal/a00047_01422_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..ea97b21983121e9096f5b582d9817cffcb88af65
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00047_01422_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00047_01422_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Feet in yellow sneakers step forward through tall grass, pushing aside green blades and small plants, with jeans-covered legs moving rhythmically over uneven ground.",
+    "The camera cranes downward, following the yellow sneakers as they step through dense green grass, pressing down blades and scattering small wildflowers underfoot.",
+    "The camera continues its descent, now focused on a patch of dry soil and scattered stones where the grass thins, with no trace of the feet or jeans remaining in view.",
+    "The camera begins to crane upward, revealing a shadowed expanse of overgrown weeds and dappled sunlight filtering through distant tree branches above.",
+    "The camera rises further, repositioning to show the original scene: yellow sneakers stepping forward through tall grass, jeans swaying with each stride, the ground uneven beneath them."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00047_02460_camera/sample.json b/MBench-V-new/samples/causal/a00047_02460_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..78708bdf9e43c13dd45c1ea2966941f1b041101c
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00047_02460_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00047_02460_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Feet in dark boots step forward on a leaf-strewn path, crunching dry leaves and grass underfoot, with sunlight filtering through, casting long shadows and illuminating dust particles in the air.",
+    "The camera tilts upward, following the silhouette of legs clad in light gray pants and dark boots as they step forward on a narrow path blanketed with dry, brittle leaves and patches of sunlit grass. Sunlight streams through the trees above, casting long shadows across the ground and illuminating swirling dust particles suspended in the air, creating a hazy golden glow around each footfall.",
+    "The camera continues its upward tilt, revealing only the dappled sunlight filtering through the treetops and the rustling canopy overhead, now completely detached from the ground-level action; the leaf-strewn path and boots are no longer visible, replaced by a serene expanse of green foliage and shimmering light.",
+    "The camera tilts downward, descending past the sun-dappled branches and into the dimming underbrush, where the edge of a shadowed trail emerges beneath scattered oak leaves and tufts of tall grass, still catching the low-angle warmth of the afternoon sun.",
+    "The camera completes its descent, recentering on the same leaf-littered path where the dark boots and light gray pants reappear mid-stride, stepping forward with purpose as sunlight glints off the edges of fallen leaves and dust dances in the air once more."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00060_01459_camera/sample.json b/MBench-V-new/samples/causal/a00060_01459_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..24ea95ea269776172a84e35e054e0351145e61cf
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00060_01459_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00060_01459_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A black deodorant can is placed on a rotating metal shredder, causing it to spin and break apart as the blades crush it, with fragments scattering and smoke rising.",
+    "The camera pans right, revealing the red tarpaulin beside the shredder and the second black AXE deodorant can standing upright, while the shredded fragments of the first can continue to scatter across the rotating metal blades beneath a backdrop of dense green foliage.",
+    "The camera continues panning right, shifting focus entirely to the surrounding garden area where vibrant ivy climbs a weathered wooden fence, leaving the shredder and its contents completely out of frame, with only dappled sunlight filtering through overhead leaves.",
+    "The camera pans left, moving past the edge of the red tarp and the lush shrubs, gradually bringing back into view the blue and yellow hazard-striped shredder housing as it approaches the original vantage point.",
+    "The camera completes its leftward pan, re-centering on the shredder’s metal grating now littered with crushed remnants of the deodorant can, smoke still rising faintly, with the intact second can visible on the red tarp beside it under natural daylight."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00086_00437_camera/sample.json b/MBench-V-new/samples/causal/a00086_00437_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..3d9d28374b54b0f656dffcc63dec1ea80e364bc3
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00086_00437_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00086_00437_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Salt and spices are being sprinkled onto a mound of yellowish food in a red bowl, creating a dynamic cascade of white and orange particles settling over the surface.",
+    "The camera pans left, revealing the edge of the red bowl and the textured surface of the yellowish food beneath a cascade of coarse salt and orange spice granules.",
+    "The camera continues panning left, now showing only the blurred rim of the bowl and a section of the wooden countertop, with no trace of the seasoned mound visible.",
+    "The camera pans right, gradually bringing back the corner of the red bowl and the speckled mixture of white salt and reddish-orange spices settling on the food’s surface.",
+    "The camera completes its rightward pan, re-centering on the fully covered mound of yellowish food in the red bowl, now blanketed in a thick layer of salt and spices, with fine particles still gently falling."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00089_00763_camera/sample.json b/MBench-V-new/samples/causal/a00089_00763_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..7a701baff6227124ac7e4ae77ce440f388e41ea8
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00089_00763_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00089_00763_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A person releases a white Discraft disc, sending it rolling vertically across dry, brown grass. The disc travels forward over the uneven terrain, wobbling slightly as it maintains its upright momentum across the field.",
+    "The camera initiates a slow, deliberate crane down toward the parched terrain, steadily descending along a smooth vertical trajectory, while the wide lens captures the white Discraft disc as it begins its vertical roll across the brittle, brown blades of grass, with the fading golden-hour sunlight casting long, stretching shadows from distant tree lines onto the uneven ground and illuminating the subtle texture of dry soil beneath the spinning plastic as the perspective shifts to a lower, intimate angle that emphasizes the disc's wobbling momentum across the open field, narrowing focus to isolate the rolling object against the textured backdrop, enhancing contrast between the bright plastic and the dormant earth while the ambient light gently fades, creating a dramatic visual separation that draws attention directly to the central motion.",
+    "The camera continues its steady crane down into the immediate foreground, completely abandoning the initial playing field, while the frame fills exclusively with a dense patch of tangled roots, scattered dry leaves, and compacted earth that completely obscures any trace of the rolling disc or the thrower's original position, revealing instead the intricate network of fungal threads and cracked soil patterns that emerge under the low-angle scrutiny as the lens settles into a macro-like perspective of the dormant ground cover and captures the subtle interplay of shadow and texture across the barren surface, effectively erasing all contextual landmarks from view while the natural elements dominate the composition.",
+    "The camera begins a smooth crane up away from the dirt, gradually ascending along the same vertical axis, while the lens reveals the broader expanse of the dry meadow as the scattered foliage and compacted soil recede from view and the distant tree line begins to reappear against the soft twilight sky, slowly reintroducing the weathered wooden fence posts and the gentle slope of the hill that frame the open space where the disc originally traveled, thereby reorienting the viewer toward the horizontal plane of the grassy field, allowing the ambient dusk light to gradually wash over the recovering landscape while restoring spatial continuity.",
+    "The camera completes its steady crane up to the original height, perfectly realigning with the initial vantage point, while the frame clearly captures the white Discraft disc as it continues its wobbling trajectory across the dry, brown grass, now resting near a distant metal basket post under the cooling evening light, with the surrounding trees and parked vehicles in the background coming back into sharp focus to fully restore the context of the casual disc golf practice session and confirm the disc's final resting position on the uneven terrain, successfully bridging the visual gap created by the temporary descent while reestablishing the primary subject."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00089_00763_dimming/sample.json b/MBench-V-new/samples/causal/a00089_00763_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..c3fe5fdc216212525b64caf212bd0624f918bd8f
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00089_00763_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00089_00763_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A person crouches on dry, brown grass holding a white Discraft disc, preparing to release it, with tall trees silhouetted against a bright evening sky in the background.",
+    "As the person releases the disc onto the uneven terrain, heavy storm clouds rapidly roll in, causing the natural light to dim significantly and shadows to deepen across the field.",
+    "The scene plunges into deep shadow as the clouds completely obscure the sun, leaving the rolling disc barely visible as a faint shape moving through the darkness.",
+    "The storm clouds begin to break apart, allowing bright sunlight to return and illuminate the texture of the dry grass as visibility is gradually restored.",
+    "The lighting fully recovers to reveal the white Discraft disc large and blurred in the bottom right foreground, while the person stands near a basket in the distance."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00089_00763_occlusion/sample.json b/MBench-V-new/samples/causal/a00089_00763_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..95f585fa7a1188c551e1959552880e6c80eebf79
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00089_00763_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00089_00763_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A low-angle shot shows a person crouching on the left amidst dry, brown grass, gripping a white Discraft disc, with dark trees and a soft evening sky visible in the background.",
+    "A large dog with dark fur runs into the frame from the left side, its body moving close to the lens and beginning to block the view of the crouching person and the disc.",
+    "The dog's torso and legs completely dominate the foreground, fully obscuring the person and the field behind it, filling the screen with moving fur and paws against the low perspective.",
+    "The dog exits the frame to the right, its tail and hind legs clearing the view, allowing the dry grass field to reappear as the white disc comes into focus rolling forward.",
+    "The scene is clear again, showing the white Discraft disc rolling large and blurred in the bottom right foreground across the dry grass, while the person now stands upright near a basket in the distance."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00092_00591_camera/sample.json b/MBench-V-new/samples/causal/a00092_00591_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..55b9a1b54c50241d55cc39f6acb66cbd01c8b952
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00092_00591_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00092_00591_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A female tennis player runs across a blue court, swinging her racquet to strike a yellow tennis ball with forehand and backhand strokes.",
+    "The camera orbits counterclockwise along the outer edge of the playing surface, and the frame captures the athlete's rapid footwork alongside a bright yellow tennis ball suspended over the deep blue hardcourt.",
+    "The camera continues its counterclockwise arc toward the spectator stands, and the view reveals only a section of empty stadium seating and a row of sponsor banners while the court remains entirely absent.",
+    "The camera shifts into a clockwise orbital path to sweep back toward the competition zone, and the lens frames the lower tier of concrete bleachers plus the shadowed umpire's chair during the return trajectory.",
+    "The camera completes its clockwise rotation and settles back into the initial vantage point, and the shot clearly shows the female tennis player tracking the bouncing yellow ball near the white baseline to fully restore the original match scene."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00092_00591_dimming/sample.json b/MBench-V-new/samples/causal/a00092_00591_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..5c8eb4667419106fb44219887f2cfc1c15e6bee8
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00092_00591_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00092_00591_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A female tennis player wearing a yellow top and dark skirt runs across the blue hard court, swinging her racquet near the white service lines as a yellow tennis ball rests on the ground.",
+    "The bright overhead stadium floodlights begin to flicker and dim rapidly, causing the vibrant blue court surface to lose its saturation and the player's shadow to lengthen and darken significantly.",
+    "The arena is plunged into near-total darkness as the lights fail completely, leaving only the faint, ghostly outline of the white court lines barely visible against the deep blue gloom.",
+    "The stadium floodlights flicker back to life, gradually washing the scene in bright artificial light again and revealing the texture of the blue court surface and the player's position.",
+    "With the lighting fully recovered and bright, the camera clearly shows the yellow tennis ball bouncing near the white service line on the blue court surface, marking the end of the rally."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00092_00591_occlusion/sample.json b/MBench-V-new/samples/causal/a00092_00591_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..1becc522a8f6a4d8111ca16db10e93b1c2c0bce7
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00092_00591_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00092_00591_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "On a bright blue hard court marked with crisp white lines, a female tennis player in a yellow top and dark skirt is captured mid-air, preparing to strike a yellow tennis ball.",
+    "A ball person wearing a dark blue uniform runs into the frame from the left side, their blurred figure beginning to obscure the lower portion of the court and the player's white shoes.",
+    "The ball person completely dominates the foreground, their moving limbs and dark blue clothing filling the entire view and effectively blocking out the tennis player and the bright blue court surface behind them.",
+    "The ball person continues running toward the right edge of the frame, their body sliding out of view to gradually reveal the blue court surface and the distinct white boundary lines underneath once again.",
+    "With the foreground clear again, the camera clearly shows a yellow tennis ball bouncing gently near the white service line on the expansive blue court surface, marking the end of the rally."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00097_00353_camera/sample.json b/MBench-V-new/samples/causal/a00097_00353_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..74472bfea9544b9380a33c57396e3d43fc96456b
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00097_00353_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00097_00353_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A shovel repeatedly plunges into dark, churning water, striking and shattering the edge of a thick sheet of ice. The tool breaks apart the frozen surface, sending shards into the rippling liquid below.",
+    "The camera initiates a smooth lateral tracking movement to the left, drifting steadily away from the focal point where the dark metal blade of the shovel is repeatedly plunging into the churning liquid to fracture the thick, opaque sheet of ice. As the perspective glides along the frozen perimeter, the view highlights the intricate texture of the solid ice surface, showcasing a network of fine stress cracks radiating from the impact zone and a scattering of sharp, white shards that have been torn loose by the force of the strikes, while the deep blue hue of the open water continues to roil violently against the remaining solid boundary, emphasizing the stark contrast between the fluid motion of the current and the rigid structure of the frozen barrier, with the wooden handle of the tool still visible near the top of the frame as it guides the heavy implement through the resistant slush and displaced chunks of frost.",
+    "The camera continues its consistent tracking trajectory to the left, fully displacing the original scene of the ice-breaking action from the frame and revealing a broader expanse of the frozen shoreline where the water remains calm and unbroken, offering a momentary respite from the mechanical disruption. The lens now focuses on a section of the thick ice sheet that extends uninterrupted toward the edge of the water, displaying a smooth, pale gray surface marred only by subtle ridges and the faint imprint of previous water levels, while the dark liquid is relegated to the periphery of the shot, appearing still and glassy compared to the turbulent area previously observed, and a few dry, leafless branches protrude from the right side of the frame, suggesting the proximity of the riverbank or a vegetated embankment beyond the immediate zone of impact, with the lighting casting long, soft shadows across the uneven texture of the ice that hint at the low angle of the winter sun.",
+    "The camera reverses its direction and begins a steady tracking movement to the right, retracing the path along the ice edge to return toward the source of the disturbance, bringing the smooth, unbroken expanse of the frozen surface back into motion as the lens shifts away from the quiet shoreline. As the frame slides rightward, the pale gray texture of the ice passes by quickly, revealing the gradual transition back toward the area where the water meets the frozen barrier, with the dark liquid beginning to reappear in the lower portion of the shot, its surface still calm but hinting at the proximity of the churning current, and the dry branches that were previously prominent start to drift out of view as the camera anticipates the re-emergence of the main activity, while the natural light reflects off the subtle undulations in the ice, creating a shimmering effect that contrasts with the duller tones of the surrounding environment.",
+    "The camera completes its return trajectory to the right, successfully re-establishing the original viewpoint and bringing the intense action back into clear focus as the dark metal blade of the shovel comes into frame, once again plunging into the turbulent water to shatter the edge of the thick ice sheet with forceful precision. The frame now clearly displays the chaotic interaction between the tool and the frozen barrier, with fresh shards of white ice being driven into the rippling dark liquid, creating splashes and concentric waves that disturb the surface, while the wooden handle of the shovel is visible being manipulated by an unseen operator, and the jagged boundary between the solid and liquid states is highlighted once more, emphasizing the ongoing effort to break through the resilient winter formation, with the deep blue color of the churning water providing a vivid backdrop to the stark white fragments that float amidst the swirling current."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00097_00353_dimming/sample.json b/MBench-V-new/samples/causal/a00097_00353_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..5d03e7f92940f8a6653e85355a537e54d30f4b43
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00097_00353_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00097_00353_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A shovel with a wooden handle plunges into dark, churning water, striking the edge of a thick sheet of ice on the right, breaking the frozen surface under clear, cool daylight.",
+    "As the tool strikes the ice again, heavy grey storm clouds rapidly roll in overhead, causing the ambient light to drop and shadows to deepen across the rippling water and frozen edge.",
+    "The scene is engulfed in darkness as the clouds completely obscure the sun, leaving the shovel and the jagged ice boundary barely visible as faint silhouettes against the black water.",
+    "The storm clouds begin to dissipate, allowing natural light to filter back through and gradually illuminate the scene, revealing the texture of the water and the broken ice once more.",
+    "The lighting fully recovers to reveal the final state: a jagged, broken edge on the ice sheet with submerged fragments floating in the dark, churning water where the tool had struck."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00097_00353_occlusion/sample.json b/MBench-V-new/samples/causal/a00097_00353_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..33cc28d0c7b648091c78f83e923ebff9f998d0c7
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00097_00353_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00097_00353_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A shovel with a sturdy wooden handle and black metal blade repeatedly plunges into dark, churning water, violently striking the edge of a thick, blue-tinted sheet of ice near a person's beige winter boot visible on the left side.",
+    "A thick, bare tree branch sways down from the upper right corner, partially obscuring the view of the shovel blade and the splashing water as it strikes the frozen surface near the existing thin twigs.",
+    "The gnarled, brown branch swings fully across the center of the frame, completely blocking the view of the dark water, the wooden handle, and the shattering ice edge, dominating the foreground with its textured bark.",
+    "The heavy branch begins to sway back upwards and to the right, revealing glimpses of the disturbed water and scattered ice shards through the widening gap as the obstruction clears the central view.",
+    "With the branch fully gone, the static camera reveals the jagged, broken edge of the ice sheet and submerged fragments floating in the dark, rippling water, marking the irregular boundary where the tool struck the frozen surface."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00098_00335_camera/sample.json b/MBench-V-new/samples/causal/a00098_00335_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..c7f255da258a6a2658303e593898874042aab185
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00098_00335_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00098_00335_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Hands crack white eggs into a large metal bowl filled with raw yolks. The person taps the shells to break them, releasing the yolk and white to splash into the accumulating mixture of bright orange yolks below.",
+    "The camera begins to arc clockwise away from the central bowl, revealing the edge of the workstation and the rhythmic motion of the hands as they manipulate the white shells. As the lens shifts its orientation, the view encompasses the large stainless steel vessel brimming with vibrant orange yolks while the operator continues to tap the eggs against the rim, causing fresh yolk to splash into the accumulating mixture below. The green plastic crate in the background becomes more prominent, filled with untouched white eggs waiting to be processed, while the lighting reflects off the metallic surface of the bowl and the glossy texture of the raw eggs. The clockwise rotation starts to displace the primary action, moving the focus toward the peripheral equipment and the stack of empty shells gathering near the operator's elbow, maintaining a steady pace that suggests a continuous inspection of the surrounding kitchen environment before fully departing the main subject.",
+    "The camera continues its smooth clockwise arc, carrying the frame completely away from the egg-cracking station until the metal bowl and the operator's hands vanish from sight, leaving the primary action area entirely obscured. Now the view settles on the adjacent section of the kitchen, highlighting a stack of industrial cardboard boxes and a mop bucket tucked against a tiled wall illuminated by cool overhead fluorescent lights. The texture of the worn linoleum flooring is clearly visible, along with the shadow cast by a nearby shelving unit holding large jugs of oil and cleaning supplies. The rotation emphasizes the depth of the workspace, showing the cluttered but functional corner where maintenance tools are stored, completely obscuring the culinary preparation area and leaving only the static background elements and the ambient hum of the facility's ventilation system within the frame, ensuring no part of the original egg-cracking activity remains in view.",
+    "The camera initiates a counterclockwise arc to return to the original position, sweeping back across the kitchen environment and gradually bringing the edge of the green egg crate back into view as the motion reverses the previous departure. As the lens rotates, it captures the operator's tattooed forearm resting near the workspace boundary and the gleaming rim of a stainless steel sink adjacent to the preparation area, reflecting the bright ambient light. The movement reveals the transition from the storage corner back to the active station, highlighting the texture of the wooden cutting board and a few stray droplets of yolk on the counter surface that hint at the ongoing work. The counterclockwise movement smoothly reconnects the viewer with the production line, framing the side profile of the metal bowl and the pile of discarded shells that have accumulated during the process, signaling the approach to the main action without yet fully revealing the cracking hands.",
+    "The camera completes its counterclockwise rotation, re-establishing the original vantage point and centering the frame on the large metal bowl once again so the main action is fully restored. The view clearly shows the operator's hands actively cracking white eggs, with fresh yolks splashing into the dense collection of bright orange spheres already filling the container, matching the initial scene composition. The green crate full of white eggs is visible in the background, providing context for the ongoing task, while the lighting accentuates the glossy sheen of the raw yolk and the frothy texture of the accumulating mixture. The steady return motion locks onto the primary subject, capturing the rhythmic tapping of the shells and the fluid release of the egg contents, restoring the full context of the food preparation scene with the same clarity and focus as the starting perspective, confirming the successful return to the core activity."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00098_00335_dimming/sample.json b/MBench-V-new/samples/causal/a00098_00335_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..0cddb3f327d7d631e2213929b8b8afae62d776b4
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00098_00335_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00098_00335_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A static shot shows a large stainless steel bowl filled with vibrant orange egg yolks and clear whites, while hands hold white eggs above the rim next to a green crate full of eggs under bright artificial light.",
+    "The overhead lights begin to flicker erratically, causing the bright reflections on the metal bowl to stutter and fade as shadows deepen around the green crate and the vibrant colors of the yolks start to desaturate.",
+    "The lights switch off completely, plunging the scene into near-total darkness where only faint, ghostly outlines of the metal bowl and the crate remain visible, obscuring the bright yolks and the hands in deep shadow.",
+    "The overhead lights flicker back to life, gradually illuminating the scene as the darkness recedes, revealing the metallic sheen of the bowl and the returning brightness of the egg yolks while the hands become visible again.",
+    "The lighting has fully recovered to reveal a large metal pot densely filled with raw egg yolks and whites, with hands holding two uncracked white eggs above the bowl beside the crate of whole eggs."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00098_00335_occlusion/sample.json b/MBench-V-new/samples/causal/a00098_00335_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..8f690c3987d059245437c633b3d608aef482c595
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00098_00335_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00098_00335_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "In a brightly lit kitchen setting, a pair of hands cracks white eggs over a large, stainless steel mixing bowl already brimming with dozens of vibrant orange yolks, while a green plastic crate filled with whole eggs sits nearby on the right.",
+    "As the hands continue to tap and break the shells, a person wearing a white apron enters the frame from the right side, their torso slowly moving across the foreground and beginning to obscure the view of the green crate and the metal bowl.",
+    "The person in the white apron continues walking directly in front of the lens, their clothing completely filling the frame and hiding the bowl of yolks, the cracking hands, and the crate of eggs from view entirely.",
+    "The white fabric of the apron shifts towards the left edge of the frame as the person walks away, gradually revealing the stainless steel bowl and the accumulated mixture of raw eggs underneath.",
+    "Once the person has fully exited the frame to the left, the camera clearly shows the large metal pot filled with raw egg yolks and whites, with hands holding two uncracked white eggs above the bowl beside the crate."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00098_00483_camera/sample.json b/MBench-V-new/samples/causal/a00098_00483_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..3b06117d6fc88399f507b258a6ee2503ed808c1c
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00098_00483_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00098_00483_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A person tilts a small glass bowl to pour raw egg yolks into a larger clear glass pie dish that already contains cracked eggs on a wooden table.",
+    "The camera pans left across the polished kitchen workspace, deliberately shifting the viewer's perspective toward the adjacent preparation zone while maintaining a steady horizontal trajectory, revealing the textured surface of the light pine countertop where faint traces of scattered flour dust catch the bright overhead lighting, creating soft highlights along the natural wood grain while the edge of the person's dark cotton apron remains partially visible as they continue to stabilize the small glass bowl, and the clean white subway tile backsplash alongside a glimpse of a stainless steel utensil holder gradually comes into view to establish a broader culinary context without interrupting the ongoing egg-yolk transfer process that remains just outside the central focus as the ambient daylight softly illuminates the surrounding cabinets and the smooth ceramic handles reflect the gentle room temperature to add spatial depth to the frame.",
+    "The camera continues to pan left across the organized kitchen environment, steadily carrying the frame away from the central workspace until the original egg-pouring action area is completely displaced from view, revealing a quiet corner of the room where a neatly folded woven checkered towel hangs from a brushed nickel cabinet handle, while soft diffused daylight filters through a nearby window to illuminate a stack of pristine ceramic mixing bowls and a sleek gray marble cutting board resting against the wall, emphasizing the clean minimalist layout of the culinary space as the quiet stillness of this secondary zone contrasts with the active cooking area and the polished stone surfaces reflect the cool morning air to provide a tranquil visual pause that highlights the thoughtful organization of the entire room.",
+    "The camera begins to pan right across the expansive kitchen countertop, deliberately reversing its previous trajectory and initiating a steady horizontal return that gradually retraces the path across the room, revealing the textured edge of the light pine surface where faint traces of scattered flour dust and the person's dark apron sleeve reappear as the lens steadily moves toward the central cooking station, while the consistent overhead lighting casts gentle warm shadows across the white subway tile backsplash and the polished metal faucet alongside a glimpse of a stainless steel sink gradually emerges from the periphery to smoothly reconnect the peripheral preparation zone with the main workspace as the rhythmic shift in perspective restores the spatial continuity of the room and the familiar arrangement of cooking tools slowly regains prominence to bridge the gap between the quiet corner and the bustling preparation zone.",
+    "The camera completes its deliberate pan right across the sturdy wooden table, smoothly finishing the horizontal return movement and successfully re-establishing the original viewpoint with precise framing, revealing the large clear glass pie dish resting centrally on the surface now containing several intact egg whites and freshly poured golden yolks that glisten under the bright overhead kitchen lighting, while the person's hands remain steadily poised above the small glass bowl as they complete the pouring process and the natural wood grain of the table alongside the clean white cabinetry in the background provides a familiar context, firmly locking the frame back onto the primary culinary action to capture the final state of the ingredient preparation with crisp detail as the warm glow of the pendant fixtures enhances the rich amber tones of the eggs and the transparent glass rim catches subtle reflections from the surrounding appliances to anchor the viewer's gaze on the completed step."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00098_00483_dimming/sample.json b/MBench-V-new/samples/causal/a00098_00483_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..503574f5eaabc5e99b02f459fd73da09ee14d4f8
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00098_00483_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00098_00483_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "In a brightly lit kitchen, a person wearing a dark apron stands behind a wooden table and begins tilting a small glass bowl to pour raw egg yolks into a clear glass pie dish that already contains two yellow yolks.",
+    "As the yolks slide from the small bowl, the overhead kitchen lights suddenly flicker and dim, causing shadows to lengthen across the wooden table and the vibrant yellow of the eggs in the glass pie dish to fade into gray.",
+    "The room plunges into darkness as the lights switch off completely, obscuring the details of the kitchen and leaving only the faint, ghostly reflection of the glass pie dish barely visible on the wooden surface.",
+    "The overhead lights buzz and flicker back on, gradually restoring visibility to the scene as the person completes the pouring action, bringing the colors of the raw eggs and the grain of the wooden table back into focus.",
+    "The lighting is now fully restored and stable, clearly revealing the final arrangement where the glass pie dish on the wooden table holds several raw eggs with distinct yolks, and a hand rests holding the empty small glass bowl."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00098_00483_occlusion/sample.json b/MBench-V-new/samples/causal/a00098_00483_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..bd078f4e65e37d6e6ca953fc8d0e673ddf060871
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00098_00483_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00098_00483_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "On a light wooden butcher block table, a clear glass pie dish holds two raw eggs with bright yellow yolks, while in the background of white kitchen cabinets and a stainless steel sink, a person tilts a small bowl to pour more yolks.",
+    "A person wearing a white shirt enters from the left edge of the frame, their body moving forward to partially block the view of the glass pie dish and the eggs resting on the light wooden table.",
+    "The person in the white shirt stands directly in front of the lens, completely obscuring the wooden table, the glass dish, and the pouring action, filling the frame with their torso while the white kitchen cabinets remain blurred in the background.",
+    "The person in the white shirt walks towards the right side of the frame, gradually revealing the glass pie dish and the wooden surface as the obstruction moves away, allowing light to hit the eggs again.",
+    "Once the person has exited the frame, the glass pie dish is clearly visible on the wooden table, now holding several raw eggs with distinct yellow yolks, while a hand holds the empty small glass bowl nearby."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00098_01181_camera/sample.json b/MBench-V-new/samples/causal/a00098_01181_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..78a24723c9a8dbb897494c59420c2ee05c7fdf16
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00098_01181_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00098_01181_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A hand cracks a brown egg, dropping the yolk and white into a clear glass, then reaches into a carton to grab another egg and cracks it into the glass as well.",
+    "The camera initiates a smooth, steady crane upward motion, gradually elevating its perspective above the workspace; the warm, diffused kitchen lighting catches the glossy sheen of the remaining brown eggs nestled securely within their molded cardboard carton, while stacked recipe cards and scattered parchment papers rest across the aged wooden surface in a cozy, amber-hued glow that emphasizes the domestic tranquility of the morning preparation ritual and establishes a continuous vertical trajectory that begins to shift the focal plane toward the upper regions of the room, effectively expanding the spatial context beyond the initial close-up framing and revealing the subtle texture of the surrounding cabinetry alongside the gentle shadows cast by nearby utensils hanging from a wall-mounted rack, which reflects the soft ambient illumination and reinforces the intimate, lived-in atmosphere of the culinary environment.",
+    "The camera continues its uninterrupted crane upward trajectory, steadily rising past the preparation zone until the original action area completely disappears from view; the muted green wall, the blurred outlines of upper shelving units, and a soft overhead pendant light fixture become the sole focal points, capturing the subtle texture of the painted drywall and the faint dust particles drifting through the ambient illumination to create a quiet, elevated vantage point that momentarily suspends the narrative focus while maintaining the established vertical momentum, thereby framing the architectural details of the ceiling corner and the gentle gradient of shadows that define the upper perimeter of the kitchen space, effectively isolating the structural elements from the culinary activity below, leaving only the serene, unoccupied overhead environment visible within the expanding frame.",
+    "The camera smoothly reverses its vertical trajectory by commencing a controlled crane downward motion, gradually descending from the elevated architectural vantage point; the soft contours of the upper shelving and the warm, amber-toned illumination slowly drift back into the lower periphery, signaling the transition toward the workspace while the blurred edges of recipe binders and the faint silhouette of a hanging utensil rack reorient the viewer’s spatial awareness, setting the stage for a seamless return to the primary subject area without abrupt jumps or disorienting shifts in perspective, as the descending lens carefully navigates through the ambient lighting gradients to restore depth and context, allowing the textured surfaces of the surrounding cabinetry to gradually re-emerge and guide the eye downward.",
+    "The camera completes its deliberate crane downward motion, smoothly re-establishing the original eye-level viewpoint; the cluttered wooden table, the clear glass now holding two cracked eggs with vibrant yellow yolks suspended in translucent whites, and the open cardboard carton return fully into sharp focus, while the steady hand that has just finished pouring the second egg remains positioned above the rim, effectively restoring the intimate framing of the food preparation scene and confirming the continuity of the action within the cozy, amber-lit domestic environment, highlighting the glossy curves of the remaining eggs and the scattered parchment papers that surround the immediate workspace, as the composition settles precisely where it began to anchor the visual narrative back to the central culinary task."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00098_01181_dimming/sample.json b/MBench-V-new/samples/causal/a00098_01181_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..ce8248b916f753fec34aafdec816f7300619325c
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00098_01181_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00098_01181_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A close-up shot shows a hand holding a brown egg over a clear drinking glass, while a white carton filled with more brown eggs sits to the left on a stack of papers.",
+    "The warm indoor lighting suddenly flickers and begins to dim rapidly, casting deepening shadows across the egg carton and the clear glass as the colors start to desaturate.",
+    "The scene plunges into near-total darkness, with only faint, indistinct silhouettes of the egg carton and the glass barely visible against the black background.",
+    "The lighting gradually returns, flickering back to life and slowly revealing the details of the scene again as the warm tones reappear and visibility is restored.",
+    "The lighting is fully restored, clearly showing the clear glass now containing raw egg yolk and white, with a hand holding broken eggshells above it."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00098_01181_occlusion/sample.json b/MBench-V-new/samples/causal/a00098_01181_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..7e52a9e652836074b0d41e452a1ff1d55b41aec1
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00098_01181_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00098_01181_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "In a softly lit kitchen setting, a hand holds a brown egg poised over a clear glass, while a white carton brimming with golden eggs rests on a stack of papers to the left.",
+    "A person wearing a dark shirt enters from the right edge, their torso moving into the foreground and starting to block the view of the glass and the hand holding the egg.",
+    "The person's dark clothing completely dominates the frame, fully obscuring the egg carton, the glass, and the hand, so that no part of the kitchen table or the cracking action is visible.",
+    "The person moves further left and begins to exit the frame, creating a widening gap that reveals the stack of papers and the clear glass sitting on the wooden table surface again.",
+    "Once the person has fully left, the clear glass is shown containing raw egg yolk and white, with a hand holding broken brown eggshells just above it, indicating a second egg has been cracked."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00102_01345_camera/sample.json b/MBench-V-new/samples/causal/a00102_01345_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..7b776c9a9f5f0fbac81ee45827fa5c73bd7299bc
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00102_01345_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00102_01345_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A mesh strainer filters a translucent pink liquid into a dark bowl, with thin streams dripping down to create ripples and clusters of bubbles on the surface of the red juice.",
+    "The camera tracks right to reveal the wooden table surface surrounding the dark bowl, while the mesh strainer remains positioned above the vibrant red liquid as fresh pink streams continue to drip and disturb the glossy surface with expanding bubbles.",
+    "The camera continues tracking right, shifting the frame completely away from the bowl and strainer to focus on the adjacent section of the rustic wooden worktable, where soft natural light highlights the grain of the timber and a blurred glass jar sitting in the background.",
+    "The camera tracks left to begin the return movement, bringing the edge of the dark ceramic bowl back into view while the surrounding wooden surface slides past, suggesting the approach to the juice preparation area where the pink liquid is being collected.",
+    "The camera completes its track left to re-establish the original viewpoint, centering the dark bowl once again as the mesh strainer filters translucent pink streams into the red juice, causing new clusters of bubbles to form and ripple across the shiny surface."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00102_01345_dimming/sample.json b/MBench-V-new/samples/causal/a00102_01345_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..c506c96c91a9e1363878e68430faa2ec11c193ec
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00102_01345_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00102_01345_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A close-up static shot captures a metal mesh strainer hovering over a dark ceramic bowl, filtering a translucent pink liquid that drips down in thin streams to create ripples and clusters of bubbles on the red juice surface.",
+    "As the liquid continues to drip through the strainer, the ambient lighting suddenly begins to flicker and dim, causing the bright white highlights on the red juice to fade while shadows deepen around the rim of the bowl.",
+    "The scene plunges into near-total darkness, leaving the bowl and strainer almost completely obscured, with only a faint, ghostly suggestion of the liquid's surface visible in the extreme low light.",
+    "The overhead lights flicker back on, gradually restoring illumination to the scene and revealing the dark bowl once more as the red liquid settles and the surface details become clear again.",
+    "With the lighting fully recovered, the shot clearly shows the dark bowl holding a pool of vibrant red liquid, its surface shimmering with scattered bubbles and faint ripples where the straining process has completed."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00102_01345_occlusion/sample.json b/MBench-V-new/samples/causal/a00102_01345_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..53b45d314285a9be6e7b12902c1d1e9e0e8e24e9
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00102_01345_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00102_01345_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A metal mesh strainer hangs above a dark, rustic bowl, filtering a translucent pink liquid that drips in steady streams, creating expanding ripples and clusters of bubbles on the surface of the red juice resting on a wooden surface.",
+    "A person's arm, covered in a soft beige sleeve, slides into the frame from the left, moving across the foreground and starting to obscure the metal strainer and the pool of red juice below.",
+    "The beige sleeve fills the majority of the view, completely blocking the strainer and the bowl, so that only the blurred fabric texture is visible while the straining action is hidden behind the arm.",
+    "The arm in the beige sleeve shifts towards the right edge, gradually pulling away to reveal the dark bowl and the red liquid underneath as the obstruction clears the central area of the shot.",
+    "Once the arm has fully exited the frame, the camera clearly displays the dark bowl filled with vibrant red liquid, its surface shimmering with scattered bubbles and faint ripples where the straining has concluded."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00103_00190_camera/sample.json b/MBench-V-new/samples/causal/a00103_00190_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..de8593aa4652c563d0f6f9be1a50a39eae8711b5
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00103_00190_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00103_00190_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A person pours a bucket of granular material onto the grassy edge of a pond, causing the contents to spill out and flow into the water, creating ripples and disturbance on the surface.",
+    "The camera tracks right, following the motion of the white bucket as it tilts forward, spilling granular material onto the grassy pond edge; the beige particles cascade into the murky water, creating ripples that spread outward across the surface.",
+    "The camera continues tracking right, moving beyond the spill zone to reveal a patch of dense green vegetation along the bank, with no trace of the bucket or person in frame, only the disturbed water and overhanging branches visible.",
+    "The camera tracks left, gliding past the wet grass and muddy shoreline, passing through the area where the granules once piled up, now partially dissolved into the water’s edge, with faint bubbles still rising near the surface.",
+    "The camera returns to its original position, re-establishing the full view of the pond's edge where the scattered granules rest on the grass and in the shallow water, the disturbed surface gently rippling under natural daylight."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00106_00006_camera/sample.json b/MBench-V-new/samples/causal/a00106_00006_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..5a4256a4360168b6d3827b7b055d0b55c1f51894
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00106_00006_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00106_00006_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A massive explosion erupts in an urban area, sending thick black and gray smoke billowing upward and outward. Debris flies through the air as the smoke rapidly expands, obscuring buildings and trees in the foreground.",
+    "The camera tilts upward, revealing the expanding plume of thick black smoke rising against the clear blue sky, with dust clouds swirling around damaged buildings and a partially collapsed structure in the foreground.",
+    "The camera continues tilting upward, now capturing only the upper edges of distant high-rises and the top of the smoke column, while the explosion site and surrounding trees are completely obscured from view.",
+    "The camera begins tilting downward, bringing into frame the tops of green trees and the dusty remnants of the blast zone, with smoke still drifting across the urban landscape below.",
+    "The camera completes its downward tilt, re-establishing the original viewpoint showing the massive smoke cloud dominating the cityscape, debris scattered across rooftops, and the damaged bridge in the foreground under bright daylight."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00106_00623_camera/sample.json b/MBench-V-new/samples/causal/a00106_00623_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..a378bc2efe6e7fdedd94827dbb55edb3bbe04111
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00106_00623_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00106_00623_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A massive fireball erupts, expanding rapidly into a towering column of orange flames and dark smoke. Numerous pieces of debris and shrapnel are violently ejected outward, scattering through the air against a clear sky.",
+    "The camera initiates a steady pan to the right, shifting the lens across a field of scorched earth and scattered twisted metal that continues to glint under the harsh midday sun while capturing the initial trajectory of ejected fragments.",
+    "The camera continues its uninterrupted rightward drift, framing a calm riverbank and a line of undisturbed green foliage that contrasts with the earlier chaos, ensuring the original detonation zone completely vanishes from the edges of the shot.",
+    "The camera reverses direction and begins a deliberate pan to the left, sweeping back over the open dirt terrain where faint trails of gray smoke and drifting embers signal the approaching impact site and reconnect the peripheral landscape to the main event.",
+    "The camera completes its leftward sweep and firmly re-centers on the original action area, framing the towering column of orange flames and heavy structural debris still raining onto the scorched ground below as the fireball continues to churn against the clear sky."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00106_00623_occlusion/sample.json b/MBench-V-new/samples/causal/a00106_00623_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..c9062fc9e1edb6ee17bd02e3591e08c340a7e267
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00106_00623_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00106_00623_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A massive fireball erupts in the center of the frame against a clear blue sky, with bright yellow flames and dark smoke expanding rapidly while metal debris flies outward above a distant tree line.",
+    "A large, leafy branch from a foreground tree swings into the frame from the left edge, beginning to obscure the lower portion of the expanding fireball and the flying shrapnel.",
+    "The thick cluster of green leaves and brown twigs completely fills the screen, blocking the view of the explosion entirely as the wind pushes the heavy vegetation across the static lens.",
+    "The leafy branch begins to swing back towards the right edge of the frame, revealing glimpses of the towering smoke column and falling debris through the widening gaps in the foliage.",
+    "The branch has fully exited the frame, revealing the final state where a towering column of orange fire and thick smoke rises upwards while scattered metal fragments rain down against the blue sky."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00106_00691_camera/sample.json b/MBench-V-new/samples/causal/a00106_00691_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..38b39634bcccbf6592158351271d641a3354f9ee
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00106_00691_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00106_00691_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A massive explosion erupts in a forested area, launching a towering column of black smoke and fire. Numerous streams of burning debris shoot outward and upward in a radial pattern, expanding rapidly across the trees and river below.",
+    "The camera initiates a smooth clockwise orbit around the blast zone, and the towering column of black smoke and radiant orange fire continues to erupt violently into the humid evening air while the winding river below reflects the intense thermal glow, allowing countless streams of burning debris to trace bright, arcing trajectories through the dense canopy of tropical palm trees and lush vegetation as the steady rotational motion reveals the surrounding agricultural fields stretching toward the horizon, capturing the stark contrast between the peaceful rural landscape and the chaotic, expanding shockwave of incandescent fragments that rapidly consume the understory, maintaining a consistent aerial altitude that keeps the destructive radial pattern perfectly centered within the widening composition.",
+    "The camera continues its unwavering clockwise orbital trajectory, and the distant, smoke-hazed farmlands along with the serpentine waterway remain clearly visible as the initial eruption site completely vanishes from the frame, leaving the lingering atmospheric haze to diffuse the fading twilight, which casts a muted lavender glow over the untouched rice paddies and dense groves of banana plants that now dominate the visual field while the persistent rotational glide captures the subtle drift of high-altitude ash clouds moving against the wind, revealing a series of rolling hills shrouded in evening mist as the composition fully displaces the original blast coordinates, replacing the chaotic inferno with a tranquil, expansive panorama of rural topography where only the faint, rhythmic pulse of distant thunder hints at the ongoing destruction far behind the lens.",
+    "The camera reverses its rotational direction to execute a precise counterclockwise orbit, and the lingering thermal updrafts continue to stir the scattered remnants of charred foliage across the muddy riverbanks as the lens gradually arcs back toward the source of the disturbance, capturing the gradual return of heavy, soot-laden plumes drifting across the upper frame with their dark silhouettes starkly outlined against the dimming amber sky while the steady lateral rotation brings the edge of the devastated forest back into view, revealing the scorched earth and fallen trunks that line the watercourse as intermittent flashes of residual combustion flicker deep within the smoldering undergrowth, methodically narrowing the visual gap between the serene agricultural outskirts and the turbulent core of the explosion site until the drifting smoke begins to coalesce into a recognizable, concentrated mass once more.",
+    "The camera completes its counterclockwise orbital return, and the massive explosion crater along with its towering column of black smoke are fully re-established at the center of the composition as the rotational motion settles into a stable hover, clearly revealing the ongoing violent eruption with fresh streams of burning debris still shooting outward in a relentless radial pattern across the charred tree line and the sluggish, ash-choked river below while the restored viewpoint captures the intense contrast between the glowing molten fragments and the dense, billowing soot, highlighting the raw destructive power that continues to reshape the landscape as every detail of the initial action becomes vividly present again, from the fiery core at ground level to the expanding shockwave of embers, providing a definitive and unobstructed final perspective of the catastrophic event in its full, unrelenting intensity."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00106_00691_dimming/sample.json b/MBench-V-new/samples/causal/a00106_00691_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..df5ad04136704403f55dcaa290845ab5a65a7e73
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00106_00691_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00106_00691_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A static aerial view shows a winding river flowing through dense green vegetation and patchwork fields, with initial plumes of white smoke rising from the forest as a massive explosion begins to erupt.",
+    "As the explosion grows, a towering column of black smoke and fire shoots upward, rapidly expanding and blotting out the sunlight, causing the shadows on the river and fields to deepen significantly.",
+    "The scene is engulfed in darkness as the thick smoke and ash completely block the sun, rendering the landscape barely visible except for the faint glow of burning debris in the center.",
+    "The dense cloud of smoke begins to thin out, allowing natural light to filter back through and gradually revealing the winding river and the surrounding tropical landscape once again.",
+    "Full daylight returns to show a massive cloud of white and dark smoke billowing upward, with numerous white trails of debris arcing radially outward and downward in a starburst pattern over the trees."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00106_00691_occlusion/sample.json b/MBench-V-new/samples/causal/a00106_00691_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..8651061aeaf8a7c7e005dcb38fcaa23b12149aaa
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00106_00691_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00106_00691_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "The static aerial view captures a winding river flanked by dense dark green jungle and agricultural plots, where a massive explosion suddenly erupts, launching a towering column of black smoke and fire into the sky.",
+    "A large, dark bird suddenly swoops into the frame from the upper left, its out-of-focus wingspan rapidly expanding to partially block the view of the erupting fire and the winding waterway below.",
+    "The bird's dark, blurry body and fully extended wings dominate the entire foreground, completely obscuring the explosion and the river valley beneath it in a momentary total blackout of the scene.",
+    "The avian intruder continues its trajectory toward the right side of the frame, its trailing feathers dragging across the lens to slowly unveil the devastated landscape and rising smoke once more.",
+    "Once the bird has fully exited the frame, the view is clear again, displaying a massive cloud of white and dark smoke billowing upward while numerous white trails arc radially outward and downward in a starburst pattern."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00106_00880_camera/sample.json b/MBench-V-new/samples/causal/a00106_00880_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..289e8d330638cdaa6c79ca95fc1a37cf333a8e90
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00106_00880_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00106_00880_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A sudden, violent explosion detonates against the side of a stationary metal structure, unleashing a rapidly expanding fireball and a dense cloud of black smoke that surges upward and outward.",
+    "The camera begins a steady crane up motion, rising gradually above the dirt mound, and the frame captures the violent detonation against the angular metal plates, a rapidly expanding orange fireball, and dense black smoke surging across the dry grassland.",
+    "The camera continues its upward crane trajectory, lifting higher until the blast zone completely disappears, and the view reveals only a pale overcast sky and a distant row of bare trees swaying above the barren testing range.",
+    "The camera initiates a controlled crane down movement, descending back toward the landscape, and the lens focuses on the upper layers of the rising smoke column, scattered metallic fragments, and lingering gray haze drifting over the flattened vegetation.",
+    "The camera completes its downward crane path, lowering precisely onto the original coordinates, and the shot re-establishes the heavily damaged metal structure, smoldering soil, residual flames, and the ongoing billow of black smoke."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00106_00880_dimming/sample.json b/MBench-V-new/samples/causal/a00106_00880_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..4f96519f657fea5526fdcbfa97a6c0864b0234a8
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00106_00880_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00106_00880_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A static shot captures the large, angular metal armor plate resting on a dirt mound in a field of dry, brown grass, just as a violent explosion detonates against its left side.",
+    "As the fireball begins to surge, sudden heavy storm clouds roll in rapidly from the horizon, causing the ambient lighting to drop significantly and shadows to deepen around the angular metal structure.",
+    "The scene is plunged into near-total darkness as the thick storm clouds completely block the sunlight, rendering the metal target and the erupting debris barely visible in the deep, desaturated gloom.",
+    "The heavy storm clouds quickly begin to part, allowing shafts of natural light to filter back through and gradually illuminate the dry grass and the dirt mound beneath the metal target.",
+    "The lighting fully recovers to clearly reveal the aftermath: a massive fireball and thick black smoke engulfing the left side of the metal structure, while the right angled panel remains standing upright on the mound."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00106_00880_occlusion/sample.json b/MBench-V-new/samples/causal/a00106_00880_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..c1c2ca1a328f9f01844cfa1dd6b0acc7391a140f
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00106_00880_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00106_00880_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "The large, angular metal structure rests on a dirt mound in a field of dry grass under an overcast sky, suddenly struck by a violent explosion on its side.",
+    "A dark green utility truck enters the frame from the left foreground, driving steadily across the bottom edge and beginning to obscure the lower portion of the exploding metal structure.",
+    "The truck continues its path until its large, boxy silhouette completely dominates the foreground, fully blocking the view of the fireball and the metal target behind it against the pale sky.",
+    "The utility truck begins to exit the frame to the right, revealing the chaotic aftermath through the widening gap as the vehicle moves out of the line of sight, exposing the smoke.",
+    "Once the vehicle has fully exited to the right, the scene clearly shows a massive fireball and thick black smoke engulfing the left side, scattering debris, while the right angled panel remains standing on the mound."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00106_00896_camera/sample.json b/MBench-V-new/samples/causal/a00106_00896_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..eb92c393907662b270f919f39e978e6497959997
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00106_00896_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00106_00896_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Massive orange flames and thick smoke erupt violently from the base of a rocket, rapidly expanding outward to engulf the surrounding launch tower structure as the engines ignite with intense power.",
+    "The camera initiates a steady orbit counterclockwise around the launch complex perimeter, smoothly navigating past the outer safety barricades and ground-level monitoring equipment while adjusting its focal length to track the shifting atmospheric conditions; the initial ignition sequence unleashes a catastrophic surge of superheated plasma that rapidly consumes the lower gantry, painting the weathered steel support beams in brilliant shades of amber and crimson as dense particulate smoke begins to spiral upward through the intricate lattice of maintenance walkways and hydraulic clamps that secure the vehicle to the pad, creating an intense thermal distortion that warps the surrounding atmosphere and reflects violently off the polished metallic surfaces of the adjacent fuel transfer lines, which rapidly expand and vibrate continuously under the immense acoustic pressure generating visible shockwaves across the tarmac.",
+    "The camera continues its persistent orbit counterclockwise across the facility grounds, sweeping decisively away from the primary ignition zone while maintaining a consistent altitude above the concrete access roads and service trenches; the towering rocket base and its accompanying fireball vanish completely from the frame, leaving only the stark industrial silhouette of an adjacent crimson-painted service crane, its intersecting metal girders catching the diffuse ambient glow, while a thick curtain of drifting vapor and scattered debris clouds slowly drift across the corrugated exterior walls of a distant equipment bunker and the empty asphalt pathways that lead toward the perimeter security fence, where stationary industrial floodlights remain completely inactive during the active launch sequence casting long, sharp shadows across the reinforced concrete foundations.",
+    "The camera begins a methodical orbit clockwise along the facility boundary, gradually tracing the curved perimeter of the launch pad while compensating for the accumulating atmospheric haze and acoustic vibrations shaking the stabilization rig; the peripheral edge of the blazing exhaust plume reemerges into view, illuminating the scorched concrete surfaces of the flame deflector trench while swirling vortices of black carbon particulates violently interact with the rotating amber warning beacons mounted along the reinforced safety barricades and the heavy steel blast doors that line the restricted zone, casting long, flickering shadows across the moisture-slicked drainage channels that channel excess coolant away from the primary combustion chamber creating a harsh contrast against the rapidly darkening evening sky.",
+    "The camera completes its calculated orbit clockwise to lock back onto the original staging perspective, fully re-establishing the central launch pad while stabilizing its lens assembly against the relentless shockwaves radiating outward from the thrust vectoring nozzles; the massive rocket engines now sustain a continuous, blinding torrent of molten thrust that completely obscures the underlying support structure, sending towering columns of incandescent gas and billowing dark smoke relentlessly upward past the skeletal framework of the service tower and the heavily reinforced concrete blast walls that anchor the entire assembly, washing out the horizon with an overwhelming radiance that temporarily blinds the distant observation cameras forcing automated optical adjustments across the entire monitoring network."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00106_00896_dimming/sample.json b/MBench-V-new/samples/causal/a00106_00896_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..acf8513023001fd0eb6d6c24384d4e5a200e93ca
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00106_00896_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00106_00896_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A static shot captures the base of a rocket with red 'USA' lettering standing next to a grey metal gantry marked '1 SIDE 4', all illuminated by bright artificial floodlights against a deep blue twilight sky.",
+    "The floodlights illuminating the white rocket section and the metal staircase suddenly flicker and begin to dim, causing shadows to deepen rapidly across the industrial structures and the red crane on the right.",
+    "The scene plunges into near-total darkness as the artificial lights fail completely, leaving the rocket base, the '1 SIDE 4' marking, and the surrounding metal framework barely visible in the gloom.",
+    "An intense orange glow begins to radiate from the bottom of the frame, gradually lighting up the dark metal stairs and gantry beams as the engines ignite with growing power.",
+    "The lighting fully recovers as a massive, blinding cloud of bright orange fire and exhaust erupts, completely engulfing the launch platform and obscuring the rocket base and metal structures in intense, chaotic light."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00106_00896_occlusion/sample.json b/MBench-V-new/samples/causal/a00106_00896_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..470be3168b5789513608aaee1431d351dfd784ee
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00106_00896_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00106_00896_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "The black and white rocket with red USA lettering stands on the pad, surrounded by metal gantries and the structure marked 1 SIDE 4, as massive orange flames suddenly erupt from the engine bells at the base.",
+    "A large, yellow industrial service vehicle drives slowly into the frame from the right, its heavy metal body rising to partially block the view of the violent flames expanding around the launch tower legs.",
+    "The yellow service vehicle moves fully across the foreground, completely hiding the rocket base and the spreading fire behind its tall, solid cabin and cargo bed, leaving only the upper rocket section visible.",
+    "The yellow vehicle begins to exit the frame to the left, slowly unveiling the scene as the intense glow of the fire becomes visible again through the gap behind the truck's rear.",
+    "The vehicle has completely left the view, revealing a massive, blinding cloud of bright orange fire and exhaust that now engulfs the entire launch platform and obscures the metal structures in intense light."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00106_01023_camera/sample.json b/MBench-V-new/samples/causal/a00106_01023_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..c5777be496e4ea75b0c52c681d58897393c7097a
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00106_01023_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00106_01023_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A massive explosion erupts from a large brick building, sending a towering fireball and debris high into the air as thick smoke billows outward.",
+    "The camera initiates a smooth clockwise orbital sweep around the perimeter of the estate, steadily rotating along the overgrown grassy embankment while maintaining a consistent forward momentum that gradually repositions the viewpoint toward the western treeline, and as the lens tracks this deliberate arc the sprawling red brick manor remains firmly anchored in the frame, capturing the precise moment when a violent detonation shatters the central gable, sending a towering column of incandescent flames and pulverized masonry skyward while thick plumes of black smoke rapidly obscure the upper chimneys and rain burning embers onto the surrounding foliage, simultaneously illuminating the damp earth with an intense, flickering amber glow that reflects off scattered glass shards and twisted iron fixtures littering the courtyard, where heavy wooden doors splinter outward under the concussive force and once pristine architectural details dissolve into chaotic fragments across the dew-soaked meadow.",
+    "The camera continues its steady clockwise orbital trajectory along the outer ridge, persistently tracking past the dense cluster of weathered birch trees that dominate the foreground while the rotational speed remains uniform and unhurried, further distancing the lens from the original focal point, and as the perspective shifts entirely away from the initial structure the frame becomes exclusively occupied by the quiet countryside landscape, revealing a sprawling meadow of tall green grasses swaying in the wind, a distant stone wall covered in ivy, and a pale overcast sky where only faint wisps of gray ash drift downward, completely erasing the explosive manor from sight and replacing the chaos with serene, untouched rural tranquility, while a lone rusted fence post stands silhouetted against the horizon and wildflowers sway gently near a shallow drainage ditch.",
+    "The camera reverses its directional path and begins a deliberate counterclockwise orbital return along the same grassy ridge, smoothly pivoting back toward the eastern coordinates while gradually closing the distance to the original composition through a consistent, unhurried rotation, and as the lens realigns with the central axis the devastated manor reemerges into view, showcasing the catastrophic aftermath of the blast with collapsed masonry piles, twisted roof beams still smoldering, and a massive crater where the foundation once stood, all shrouded beneath a lingering haze of crimson-tinged smoke that slowly dissipates into the cloudy atmosphere while casting long, dramatic shadows across the scorched earth, where charred timber fragments and shattered window panes create a jagged mosaic across the ruined courtyard floor.",
+    "The camera completes its counterclockwise orbital arc and settles back into the initial framing position, stabilizing its rotational movement to perfectly match the opening perspective while locking focus on the primary structure through a gentle, precise adjustment, and with the viewpoint fully restored the large brick building dominates the composition once more, clearly displaying the final state of destruction as towering flames continue to lick at the remaining walls, thick black smoke billows heavily from the shattered windows, and scattered debris litters the surrounding lawn under the muted daylight, effectively bookending the sequence by returning the audience to the exact vantage point where the catastrophic eruption first unfolded, now revealing the complete structural collapse and the slow descent of cooling ash over the devastated grounds."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00106_01023_dimming/sample.json b/MBench-V-new/samples/causal/a00106_01023_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..71d8867b436235b9925c34d3d76390170d904e85
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00106_01023_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00106_01023_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A static shot captures a large brick manor house surrounded by green fields and foreground trees, as a massive explosion suddenly erupts from the structure, sending a towering column of reddish-brown smoke and debris high into the cloudy sky.",
+    "As the explosion continues to billow, thick black smoke and ash rapidly mix with the reddish plume, causing the ambient daylight to dim significantly as the smoke cloud begins to blot out the sun, deepening shadows across the brick walls and foreground foliage.",
+    "The scene plunges into near-total darkness as the dense cloud of smoke and ash completely obscures the sun, leaving only the faint, silhouetted outline of the manor's roof and the chaotic shape of the explosion barely visible against the black sky.",
+    "The oppressive darkness begins to lift as the smoke cloud shifts and thins slightly, allowing patches of daylight to filter through and gradually illuminate the charred brickwork and the turbulent atmosphere around the building.",
+    "Full daylight returns to reveal the aftermath, where a massive fireball now engulfs the manor's roof, sending thick black smoke and flying debris high into the sky, while the lower brick walls remain partially visible beneath the intense flames."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00106_01023_occlusion/sample.json b/MBench-V-new/samples/causal/a00106_01023_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..e247941411cc4c9c1ceba9591ac3e0dca35e2fdf
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00106_01023_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00106_01023_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A massive explosion erupts from the large brick manor, sending a towering plume of reddish-brown smoke and debris high into the overcast sky, obscuring the central tower while the lower brick walls remain visible behind the rising dust cloud.",
+    "A large leafy branch from the foreground tree on the left sways violently into the frame, beginning to partially block the view of the rising smoke and the brick building.",
+    "The thick cluster of green leaves and brown twigs fully dominates the center of the frame, completely hiding the burning manor and the billowing smoke behind a dense wall of vegetation.",
+    "The swaying branch begins to retreat back toward the left edge of the frame, revealing glimpses of the dark smoke and the damaged roof structure through the thinning gaps in the leaves.",
+    "The branch has fully exited the frame, revealing the final state where a massive fireball engulfs the manor's roof, sending thick black smoke and flying debris high into the sky above the partially visible lower brick walls."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00106_01537_camera/sample.json b/MBench-V-new/samples/causal/a00106_01537_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..8abadd25ef1a9c3553fd8ddaa225bea14030533d
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00106_01537_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00106_01537_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A rocket engine ignites on a test stand, transitioning from billowing white vapor to a massive, expanding plume of bright orange fire and exhaust gases erupting downward.",
+    "The camera initiates a steady, mechanical tilt downward, gradually shifting the optical axis away from the elevated support structure and tracking the initial phases of the propulsion sequence as the viewpoint migrates toward the launch pad infrastructure, revealing the thick, billowing white vapor that violently erupts from the circular nozzle assembly, capturing the dense, turbulent clouds as they swirl outward and temporarily obscure the intricate steel framework of the test stand while highlighting the stark visual contrast between the pristine industrial machinery, the reinforced concrete drainage trenches, and the raw, uncontrolled thermal energy being released during the critical static fire test.",
+    "The camera maintains its relentless downward tilt, carrying the viewer's perspective completely past the ignition zone and the surrounding support apparatus until the rocket engine and its fiery exhaust are entirely eliminated from the visual field, presenting a fully displaced composition now dominated by the rugged, water-stained concrete pad and the expansive network of drainage trenches that crisscross the test site, revealing scattered thermal debris, heat-discoloration patterns on the pavement, and the distant perimeter fencing that marks the secure boundary of the launch facility while establishing a grounded, terrestrial context far removed from the mechanical drama occurring just outside the shot.",
+    "The camera begins a controlled upward tilt, reversing its previous trajectory and gradually lifting the frame away from the desolate concrete pad and drainage infrastructure that had dominated the lower perspective, sweeping back across the heat-scorched ground surface and the shadowed contours of the test site while slowly recovering the structural elements of the launch mount as the bright, incandescent glow of the burning propellant starts to bleed into the lower edges of the composition and the intense orange flames begin to illuminate the surrounding steel framework with a fierce, pulsating radiance.",
+    "The camera completes its upward tilt, seamlessly restoring the original overhead perspective and bringing the rocket engine, its massive support truss, and the violently expanding plume of bright orange fire back into sharp, centralized focus, once again capturing the full spectacle of the static test as the circular nozzle assembly channels a tremendous, roaring torrent of superheated exhaust gases directly into the reinforced deflector pit below while revealing the intricate lattice of steel beams, the billowing white and orange vapor clouds, and the stark industrial geometry of the test stand against the dusty terrain."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00106_01537_dimming/sample.json b/MBench-V-new/samples/causal/a00106_01537_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..c9546eb3d99764cea85037f39a70208bf45b1da4
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00106_01537_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00106_01537_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A top-down aerial view captures a rocket engine test on a concrete pad, where a black metal truss structure holds the vehicle stationary as white vapor plumes begin to erupt from the base in a starburst pattern.",
+    "The bright daylight begins to fade rapidly as heavy, dark storm clouds roll in from the edges of the frame, casting deep shadows over the concrete pad and causing the colors of the scene to desaturate significantly.",
+    "The scene plunges into near-total darkness as the storm clouds completely blot out the sun, leaving only faint, ghostly outlines of the black metal structure and the faintest hint of the expanding vapor plumes visible in the gloom.",
+    "The oppressive darkness lifts as the storm clouds begin to break apart, allowing shafts of sunlight to pierce through and gradually illuminate the rocket engine and the swirling masses of exhaust below.",
+    "Sunlight fully returns to reveal the intense climax of the test, where the rocket engine is now burning fiercely, producing a massive, turbulent cloud of bright orange fire and thick white smoke that engulfs the area beneath the stationary black metal structure."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00106_01537_occlusion/sample.json b/MBench-V-new/samples/causal/a00106_01537_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..6e84371d7748144557dda28381fbd7768403fa8f
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00106_01537_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00106_01537_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "From a high-angle static perspective, a massive black metal truss structure holds a rocket engine centrally, surrounded by billowing white vapor jets against a backdrop of dusty brown earth and concrete pads, with white storage tanks visible on the right edge.",
+    "A large bird with brown and white feathers suddenly swoops down from the top left, its wings spreading wide as it flies extremely close to the lens, beginning to obscure the view of the white vapor and the black truss structure.",
+    "The bird's outstretched wings and body completely fill the frame, blurring into a soft focus of brown and white feathers that entirely blocks the view of the test stand and the ground, hiding the machinery.",
+    "The bird banks away towards the bottom right, its wings receding to reveal widening gaps of the scene, where the initial white vapor has rapidly ignited into a violent eruption of bright orange flames beneath the black truss.",
+    "With the bird fully gone, the camera clearly shows the rocket engine burning intensely, producing a massive, turbulent cloud of bright orange fire and thick white smoke that engulfs the area beneath the stationary black metal structure."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00107_00694_camera/sample.json b/MBench-V-new/samples/causal/a00107_00694_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..631539a97ecba2b2204bea36a552467ce271e75e
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00107_00694_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00107_00694_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A gloved hand presses a metal chisel against a rapidly spinning wooden block mounted on a lathe, carving away material and sending a spray of wood shavings into the air as the surface is smoothed.",
+    "The camera arcs smoothly clockwise around the workshop setup, shifting the perspective to capture the lateral view of the lathe while the gloved operator continues to apply the metal chisel to the rapidly spinning wooden block. As the lens rotates, the frame highlights the dynamic spray of wood shavings being ejected from the contact point, emphasizing the texture of the accumulating sawdust on the metal tool rest and the subtle vibration of the machine components under the pressure of the carving process. The motion maintains a steady pace, keeping the interaction between the tool and the wood as the focal point while gradually introducing the cluttered background of the workbench filled with various woodworking accessories, such as small bottles of glue and discarded metal fragments, which sit coated in a layer of fine dust. The clockwise movement enhances the sense of three-dimensionality, revealing the curvature of the wooden piece as it rotates and the way the light catches the swirling patterns in the wood grain.",
+    "The camera continues its clockwise arc past the active carving station, sweeping the view away from the spinning wood and chisel until the lathe mechanism disappears entirely from the frame. This displacement reveals the broader context of the dusty workshop floor, focusing instead on a pile of raw timber logs and a heavy wooden stump resting near the periphery of the workspace. The rotation brings into view the scattered debris of previous projects, including small plastic containers and metal scraps resting on a secondary workbench, while the lighting shifts to catch the dust motes floating in the air near the edge of the room. The original action of smoothing the wooden block is completely obscured, replaced by the static stillness of the stored materials and the textured surface of the sawdust-covered ground. The lens lingers momentarily on a weathered wooden block with a central hole, emphasizing the rustic and utilitarian nature of the environment before the view becomes fully detached from the immediate activity of the lathe.",
+    "The camera initiates a counterclockwise arc to reverse the previous trajectory, swinging back from the area of stored timber logs toward the central workspace. As the lens pivots, the frame tracks across the rough, dust-laden concrete floor, catching glimpses of the heavy wooden stump and the scattered metal tools that mark the path back to the lathe. The motion is deliberate and mirrored, retracing the environmental context established during the departure phase while the ambient workshop sounds of the machinery become more distinct as the viewpoint approaches the source. The rotation gradually aligns the perspective with the direction of the machine, preparing to reintroduce the active carving scene by sweeping past the secondary workbench cluttered with adhesive bottles and small hardware items. The counterclockwise movement smoothly transitions the focus from the static background elements back toward the dynamic center of the room, anticipating the return of the spinning wood and the operator's steady hand.",
+    "The camera completes the counterclockwise arc and settles back into the original close-up position, fully re-establishing the view of the lathe where the gloved hand is firmly pressing the metal chisel against the now-smoothed wooden block. The spinning wood fills the frame once more, displaying the refined surface texture achieved through the carving process, while a continuous stream of fine wood shavings sprays outward from the contact point. The focus sharpens on the interaction between the tool and the material, highlighting the precision of the operator's grip and the rhythmic removal of material as the lathe rotates at high speed. This return to the initial viewpoint confirms the continuity of the action, showcasing the progress made on the wooden object amidst the chaotic yet controlled environment of the woodworking station. The camera stabilizes, allowing the viewer to observe the final stages of shaping the bowl, with the dust-covered gloves and the gleaming metal of the chisel contrasting against the warm tones of the turning timber."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00107_00694_dimming/sample.json b/MBench-V-new/samples/causal/a00107_00694_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..511e82aaf30a6da28db05eca40a616a7f0bd45d9
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00107_00694_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00107_00694_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A static close-up shows a gloved hand pressing a metal chisel against a rapidly spinning, light-colored wooden block mounted on a lathe, sending a spray of fine sawdust into the air as the surface is smoothed.",
+    "The bright natural lighting begins to drop significantly as heavy, dark storm clouds roll over the workshop area, causing the shadows around the spinning wood and the metal tool rest to deepen and colors to desaturate.",
+    "The scene plunges into near-total darkness as the storm clouds completely block the sun, leaving only the faint, ghostly outline of the spinning wooden mass and the sawdust-covered gloves barely visible in the gloom.",
+    "The lighting gradually begins to return as the heavy clouds start to part, revealing the details of the woodworking lathe, the metal chisel, and the scattered wood shavings once more as the ambient light strengthens.",
+    "With the lighting fully recovered, the camera clearly shows the final physical state: the wooden workpiece is now shaped into a smooth, rounded, bulbous form spinning on the lathe, with sawdust covering the gloved hands holding the tool."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00107_00694_occlusion/sample.json b/MBench-V-new/samples/causal/a00107_00694_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..e13fbd26532ba875ba7f15059b7b6321f8875590
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00107_00694_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00107_00694_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A gloved hand firmly grips a metal chisel against a rapidly spinning block of light-colored wood mounted on a lathe, sending a spray of fine sawdust into the air near a black collection box filled with shavings.",
+    "From the left side of the frame, the dark, dust-covered torso of a fellow worker walks into view, partially obscuring the spinning wooden workpiece and the gloved hand holding the carving tool.",
+    "The fellow worker's body completely fills the frame, blocking the view of the lathe and the carving process entirely, leaving only the texture of their dark, sawdust-dusted clothing visible in the foreground.",
+    "As the fellow worker continues walking to the right, their body begins to slide out of the frame, revealing the smoothing wooden surface and the metal tool rest underneath once again.",
+    "With the worker fully gone, the camera reveals the large wooden workpiece now shaped into a smooth, rounded, bulbous form spinning on the lathe, with thick layers of sawdust covering the stationary gloved hands."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00107_01302_camera/sample.json b/MBench-V-new/samples/causal/a00107_01302_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..9ec7dfc00e66f36cf2a5c72c6859e046e3d8f7fc
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00107_01302_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00107_01302_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A spinning wooden blank is being shaped on a lathe, with a gouge removing material and producing fine yellow shavings that fly outward as the tool carves smooth curves into the wood.",
+    "The camera tracks right, following the swirling cascade of yellow wood shavings as they fly off the spinning blank, revealing the dark metal bed of the lathe now coated in fine sawdust and flecks of bright yellow resin.",
+    "The camera continues tracking right, moving past the lathe’s motor housing and into a shadowed corner of the workshop where only scattered wood dust on a concrete floor and a glimpse of a worn tool rack remain visible.",
+    "The camera tracks left, gliding over the edge of the workbench where accumulated shavings form a textured ridge, gradually bringing back the blurred outline of the rotating wooden blank and the gleaming gouge in motion.",
+    "The camera completes its leftward movement, re-centering on the spinning wooden blank with its smooth, curved contours now fully exposed, surrounded by flying shavings and the steady hum of the lathe's motor."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00110_01560_camera/sample.json b/MBench-V-new/samples/causal/a00110_01560_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..368bad9915d1d7f2816cc3c5c7d3f06ac7f66455
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00110_01560_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00110_01560_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Hands attach a metal rod to a spool of white string on a wooden base, then pull the string taut, causing the rod to spin rapidly around the spool.",
+    "The camera tracks left across the bright turquoise surface, following the taut white string as it extends from the spinning spool toward the edge of the frame, revealing more of the smooth wooden base and the metallic rod’s blur in motion.",
+    "The camera continues tracking left, now showing only the empty expanse of the turquoise background with faint traces of string tension lines, the wooden block and spool completely out of sight, leaving behind a clean, uncluttered space under even lighting.",
+    "The camera tracks right, gliding over the same vibrant blue surface, gradually bringing back into view the edge of the wooden base and the trailing end of the white string, hinting at the returning action zone.",
+    "The camera completes its rightward movement, re-centering on the wooden block with the white string spool still rotating rapidly, the metal rod spinning above it, and the original turquoise backdrop fully restored around the dynamic scene."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00112_00847_camera/sample.json b/MBench-V-new/samples/causal/a00112_00847_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..5825d0819bd24433a30017c8475e3cb6cb675d6b
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00112_00847_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00112_00847_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "An off-road vehicle moves rapidly along a dry dirt track while attached to a taut yellow tow strap, generating a thick, billowing cloud of brown dust that expands quickly.",
+    "The camera executes a deliberate vertical crane ascent, steadily elevating its mounting platform along a precisely guided mechanical trajectory that lifts the viewpoint higher above the uneven ground through a series of smooth, incremental adjustments, while the expanding visual field captures the sun-scorched earth stretching toward distant basalt cliffs, the rigid yellow tow strap vibrating under tension as it disappears into a turbulent cloud of pulverized soil that scatters across the dry riverbed, and the surrounding arid vegetation casting long, sharp shadows across the landscape as the lens continues its upward migration toward the cloudless azure canopy above, with the intense midday sunlight reflecting off the loose sediment and illuminating every swirling particle within the atmospheric haze.",
+    "The camera maintains its uninterrupted vertical crane trajectory, continuing to lift smoothly along the same calibrated axis until the original ground-level tracking zone vanishes completely from the lower edge of the composition, while the elevated perspective exclusively frames the sweeping panorama of the high desert plateau, revealing wind-swept sagebrush covering the rocky slopes, scattered dry washes carving through the pale soil, and the brilliant sun flaring gently near the top of the frame as the lens settles into a high-angle observational position, completely excluding the dirt track and the vehicle from view, emphasizing the vast isolation of the remote wilderness environment and the stark geological formations that dominate the horizon line, with the cool blue tones of the sky contrasting against the warm ochre hues of the exposed terrain.",
+    "The camera initiates a controlled vertical crane descent, steadily lowering its optical axis along the exact inverse mechanical path used during the ascent, while the descending viewpoint gradually reintroduces the lower terrain into the frame, showcasing the textured surface of the parched earth, the distant ridgeline beginning to anchor the upper portion of the composition, and the faint atmospheric haze lingering above the dry grassland as the lens methodically bridges the gap between the high aerial perspective and the ground level, with scattered juniper shrubs and weathered limestone outcrops slowly rising into view beneath the falling camera trajectory, capturing the shifting interplay of light and shadow across the undulating topography as the downward motion accelerates slightly toward the target zone, preparing the viewer for the imminent return to the primary focal point as the descent continues.",
+    "The camera completes its vertical crane descent, smoothly returning its mounting apparatus to the original ground-level elevation while stabilizing the optical axis to match the initial tracking alignment, while the restored perspective immediately recaptures the off-road vehicle speeding along the dusty trail, the taut yellow strap cutting through the thick brown dust cloud that continues to billow outward with relentless force, and the surrounding dry vegetation whipping past as the machine kicks up a fresh surge of soil under the bright sky, with the familiar rutted path and distant mountain backdrop perfectly realigned in the composition as the motion concludes, re-establishing the dynamic energy of the scene as the lens locks onto the rapidly advancing chassis, ensuring that every detail of the rugged machinery and the swirling particulate matter is sharply defined once again."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00112_00847_dimming/sample.json b/MBench-V-new/samples/causal/a00112_00847_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..61a4be357d97abe1320aaf5144b4ad620df142d4
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00112_00847_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00112_00847_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "Under a bright blue sky, a white off-road buggy with open doors is pulled along a dry dirt track by a taut yellow tow strap, kicking up dust near golden grass and dark mountains.",
+    "Dark storm clouds rapidly roll over the distant mountain ridge, casting deep shadows across the dry terrain as the sunlight dims and the vibrant colors of the landscape begin to fade.",
+    "The environment plunges into deep shadow as the storm clouds completely obscure the sun, leaving the white buggy and the yellow tow strap barely visible as faint shapes in the sudden gloom.",
+    "The heavy cloud cover starts to thin and break apart, allowing sunlight to filter back through the atmosphere and gradually illuminate the swirling dust and the contours of the dry hills.",
+    "Full sunlight returns to reveal a massive cloud of brown dust engulfing the white buggy, obscuring its chassis while the yellow tow rope stretches taut into the thick, billowing haze."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00112_00847_occlusion/sample.json b/MBench-V-new/samples/causal/a00112_00847_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..3d20f673fad1dc25ec13cc9683ab6d66938d6234
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00112_00847_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00112_00847_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "Under a bright blue sky with wispy clouds, a white off-road vehicle speeds along a dry dirt track flanked by golden grasses and dark rocky hills, pulling taut on a yellow tow strap that leads toward the camera.",
+    "A large, dry tumbleweed rolls rapidly into the frame from the left edge, its tangled brown branches catching the sunlight as it begins to obscure the lower portion of the speeding vehicle and the dusty trail.",
+    "The massive tumbleweed continues its rapid roll across the foreground, completely filling the lens with its textured, dry vegetation and blocking the view of the white vehicle and the yellow tow strap entirely.",
+    "The tumbleweed rolls toward the right edge of the frame, slowly revealing the scene behind it as gaps in its dry branches allow glimpses of the thickening dust cloud and the taut yellow rope to reappear.",
+    "With the tumbleweed now fully out of frame, the view clears to show the white vehicle almost completely swallowed by a massive cloud of brown dust, the yellow tow rope stretching taut and disappearing into the thick haze."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00117_00065_camera/sample.json b/MBench-V-new/samples/causal/a00117_00065_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..3252fa21f46ed3ddf251a61372e24b7eb70c5c32
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00117_00065_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00117_00065_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Luggage moves along conveyor belt, with a patterned duffel bag and a wrapped suitcase rolling forward, their positions shifting as the belt transports them through the airport baggage claim area.",
+    "The camera orbits counterclockwise, gliding smoothly along the edge of the conveyor belt as it captures the patterned duffel bag and wrapped suitcase rolling forward under the cool, fluorescent lighting of the baggage claim area. The metallic railings on the left reflect faint glimmers of light, while the green-tinted glass panels on the right create a sleek, modern contrast to the moving luggage. The motion reveals more of the long, narrow conveyor path stretching into the distance, with the black rubber surface showing subtle grooves from continuous use.",
+    "The camera continues its counterclockwise orbit, now fully displaced from the original action zone, revealing a wide expanse of empty conveyor belt flanked by industrial bins and storage crates in the background. The once-visible luggage has vanished from frame, replaced by the dimly lit service corridor where maintenance equipment and trash receptacles line the walls. A faint hum echoes through the space, and the overhead lights cast sharp shadows across the polished floor, emphasizing the absence of travelers and movement.",
+    "The camera begins its clockwise orbit, sweeping back toward the baggage claim area with a steady, deliberate arc that reorients the viewer’s perspective. As it moves, the smooth gray surface of the conveyor belt reappears, now framed by the curved metal railing and the translucent wall paneling. The ambient lighting grows brighter, illuminating dust particles floating in the air and highlighting the texture of the rubberized belt. In the distance, the silhouettes of airport signage become visible, signaling the return to the main terminal flow.",
+    "The camera completes its clockwise orbit, settling into the original vantage point where the patterned duffel bag and wrapped suitcase are clearly visible again, continuing their journey along the conveyor belt. The soft glow of overhead lights reflects off the shiny surface of the luggage, and the rhythmic motion of the belt is uninterrupted. The surrounding environment—metal rails, green glass panels, and distant bins—realigns exactly as before, restoring full continuity to the scene."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00121_00337_camera/sample.json b/MBench-V-new/samples/causal/a00121_00337_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..401e18407e543bc3fa9bc542be945f0dce8b5f54
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00121_00337_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00121_00337_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A person in boots uses a pressure washer to spray water onto a muddy concrete surface, moving the wand back and forth to clean the area, causing mud and debris to splash and flow away.",
+    "The camera orbits counterclockwise, gradually revealing the wet concrete steps beside the muddy path as the pressure washer’s spray arcs across the ground, dispersing dark sludge and scattered brown leaves under a steady stream of water.",
+    "The camera continues its counterclockwise orbit, now capturing only the edge of the overgrown grassy area and a patch of rain-soaked soil, with the concrete steps and pressure washing activity entirely displaced from view.",
+    "The camera begins a clockwise orbit, slowly drawing back toward the scene, passing by a cluster of damp tree roots and a coiled black hose lying in the mud near the pavement’s edge.",
+    "The camera completes its clockwise orbit, re-centering on the muddy concrete surface where the pressure washer nozzle sprays water across the wet ground, sending ripples through puddles and rinsing away debris near the stone steps."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00127_00122_camera/sample.json b/MBench-V-new/samples/causal/a00127_00122_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..79c655510dcaf655a38fffadbc4ad122be3d90d7
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00127_00122_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00127_00122_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A black and white tugboat moves steadily across the water, creating ripples and waves as it progresses. Its flags flutter in the wind, and industrial buildings with smokestacks form the backdrop.",
+    "The camera pans right, following the tugboat as it cuts through the dark blue water, its black hull and white superstructure gliding past industrial buildings with towering smokestacks emitting faint plumes of smoke. The German flag flutters atop the mast, catching the sunlight, while cranes and storage tanks line the riverbank under a clear sky.",
+    "The camera continues panning right, revealing a stretch of calm river bordered by green embankments and distant warehouses, with no trace of the tugboat or industrial complex visible—only a quiet dockside path and a lone red buoy bobbing in the foreground under soft afternoon light.",
+    "The camera pans left, sweeping across the tranquil waters toward the cityscape, where a cluster of modern office buildings meets the riverbank, their glass facades reflecting the golden hue of late-day sun; a small ferry approaches from the distance, cutting through gentle ripples.",
+    "The camera completes its pan left, re-centering on the original scene where the tugboat now appears slightly further downstream, its flags still waving, navigating steadily past the same industrial skyline with smoke rising from chimneys and cranes silhouetted against the pale blue sky."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00132_00608_camera/sample.json b/MBench-V-new/samples/causal/a00132_00608_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..bb8e5ff4f8702277e901460c28691c52d2e5efe3
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00132_00608_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00132_00608_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A heavy mechanical press descends rapidly onto a glowing orange metal bar, forcefully crushing and flattening the hot steel against the lower die while debris scatters.",
+    "The camera initiates a smooth tracking motion to the right, gradually shifting the perspective away from the central forging station while maintaining a steady lateral pace across the industrial floor; the frame reveals the intense thermal radiation emanating from the freshly heated orange steel bar that continues to glow fiercely beneath the descending upper die of the heavy mechanical press, while small flakes of oxidized scale and scattered metallic debris accumulate on the worn lower die surface, all set against the dimly lit, soot-stained interior of the workshop where ambient heat shimmer distorts the surrounding air and heavy steel support columns anchor the massive hydraulic equipment to the reinforced concrete foundation.",
+    "The camera continues its uninterrupted tracking motion to the right, pushing the lateral displacement further until the central forging zone completely exits the frame and the original crushing action disappears from view entirely; the composition captures a cluttered row of heavy-duty storage racks filled with raw ingot blanks and coiled steel rods alongside a secondary grinding station equipped with abrasive wheels and coolant reservoirs, while stray sparks from distant welding operations illuminate the darkened periphery of the expansive manufacturing facility and dust particles drift slowly through the stagnant air near the concrete loading bays.",
+    "The camera initiates a deliberate tracking motion to the left, reversing the previous trajectory and beginning the paired return sequence that slowly guides the perspective back toward the central work zone; the lens captures the re-emerging edges of the massive press housing and heavy cast-iron guide columns while stray fragments of cooled slag and scattered metal shavings become visible on the workshop floor, all set against the backdrop of returning industrial elements like suspended cable reels and ventilation exhaust grates that gradually come back into alignment with the primary forging station.",
+    "The camera completes its smooth tracking motion to the left, fully restoring the original framing and re-establishing the central viewpoint that clearly displays the completed forging operation; the stabilized composition reveals the flattened and still-glowing orange steel bar resting securely on the lower die with its once-cylindrical shape now compressed into a broad rectangular plate, while the heavy upper press head remains fully descended and scattered flakes of dark oxidized scale lie strewn across the metallic work surface, all illuminated by the persistent radiant heat that continues to shimmer in the air around the freshly deformed workpiece."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00132_00608_dimming/sample.json b/MBench-V-new/samples/causal/a00132_00608_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..05b63f27349cf3c381f68cb7c58f3a31a65a5f83
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00132_00608_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00132_00608_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A heavy mechanical press descends rapidly onto a rectangular metal bar resting on a worn lower die, beginning to crush the hot steel while small sparks and debris scatter near the impact zone.",
+    "As the heavy ram presses down, the ambient workshop lighting suddenly flickers and dims significantly, casting long shadows across the metal surfaces and making the orange heat of the steel stand out more starkly.",
+    "The scene plunges into darkness as the lights fail completely, obscuring the heavy machinery and leaving only the faint, residual heat glow of the metal bar barely visible within the shadowed press area.",
+    "The artificial lighting flickers back on, gradually brightening the industrial setting and slowly revealing the heavy press in its lowered position while the details of the crushed metal begin to emerge from the shadows.",
+    "The lighting fully recovers to reveal the final result: the metal bar has been compressed into a flat, wide sheet on the bottom die, surrounded by scattered dark flakes of scale and debris."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00132_00608_occlusion/sample.json b/MBench-V-new/samples/causal/a00132_00608_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..06296f674af61f2f8033c9d4756809b4cad42f6b
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00132_00608_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00132_00608_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A heavy, grey mechanical press descends rapidly toward a glowing orange metal bar resting on a sturdy, dark lower die, preparing to forcefully crush the hot steel against the base.",
+    "A large, dark rectangular metal plate, likely a piece of scrap or a shield moved by a crane, slides into the frame from the left side, beginning to partially block the view of the descending press and glowing bar.",
+    "The massive dark metal plate completely fills the foreground, entirely obscuring the crushing action and the machinery, with only its scratched, matte surface and faint industrial reflections remaining visible in the frame.",
+    "The large dark metal plate begins to slide away towards the right, slowly revealing the aftermath of the crushing process through the widening gap as the heavy grey press remains stationary above the work area.",
+    "The dark metal plate has fully exited the frame to the right, clearly showing the final result where the metal has been compressed into a flat, wide sheet on the bottom die surrounded by scattered dark flakes of scale."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00138_00190_camera/sample.json b/MBench-V-new/samples/causal/a00138_00190_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..14d8efba4f05cc378a0451fb2a9a838b77ebc802
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00138_00190_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00138_00190_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A large concrete block drops onto a standing pink tablet, crushing it instantly. The tablet buckles and shatters under the weight, flattening against the metal platform as the block impacts and disintegrates into rubble.",
+    "The camera initiates a steady tracking movement to the left, smoothly gliding across the industrial testing floor, while the bright pink protective casing of the vertically positioned tablet stays clearly visible in the mid-ground, resting securely on its black plastic stand atop the polished metal platform that features prominent yellow and black caution tape along its reinforced edges, all bathed in the harsh, directional beam of two large production lights mounted on heavy rolling tripods, which create a dramatic atmospheric haze and cast deep, elongated shadows over the small wooden spacers scattered nearby, perfectly framing the heavy gray concrete cinder block as it hovers completely motionless in the air, emphasizing the stark material contrast between the delicate electronic glass screen and the massive construction masonry just before gravity finally takes over in this controlled warehouse environment, capturing every subtle reflection on the glossy screen surface while maintaining a crisp depth of field that keeps both the foreground device and background equipment sharply defined throughout the lateral shift.",
+    "The camera continues its deliberate tracking motion to the left, steadily shifting the perspective away from the central testing zone, until the original impact area disappears completely from the frame, revealing instead the expansive, dimly lit periphery of the warehouse studio where heavy-duty equipment cases with reinforced aluminum corners sit stacked against a corrugated metal wall, while tangled black power cables and precise gaffer tape floor markers line the smooth concrete surface, and a distant blue industrial generator labeled with faded white text rests near a set of large ventilation ducts, all illuminated by the faint, diffused spill of the overhead lighting rig that creates a moody, cinematic atmosphere across the empty staging space, completely isolating the viewer from the pending destruction and focusing attention on the quiet, utilitarian backdrop of the professional production environment, which provides a stark, quiet contrast to the violent energy that will soon erupt at the center of the room, reinforcing the isolated nature of this professional filming location.",
+    "The camera begins its paired return tracking movement to the right, smoothly reversing its lateral trajectory across the warehouse floor, as the polished edge of the reflective metal platform gradually slides back into the foreground, bringing with it the scattered wooden support blocks and the distinctive yellow and black hazard striping that clearly marks the designated impact zone, while the heavy-duty lighting stands and their intensely focused beams slowly reappear in the peripheral vision, casting a warm, high-contrast glow over the textured concrete surface and highlighting the pristine, uncracked exterior of the suspended cinder block just as it begins its final, gravity-driven descent, effectively guiding the viewer’s attention back toward the central staging area where the carefully arranged experimental setup quietly awaits the inevitable collision, building a palpable sense of tension in the controlled space as the mechanical rigging creaks faintly under the mounting weight of the suspended masonry.",
+    "The camera completes its tracking return to the right, smoothly settling back into the original centered viewpoint, as the fully crushed pink tablet and the completely shattered remains of the heavy concrete block come sharply into focus on the industrial metal platform, revealing the totally flattened electronic device with its severely buckled glass screen and exposed internal circuitry lying directly beneath a scattered pile of gray masonry rubble and fine white dust particles that still drift lazily in the air, all dramatically illuminated by the two intensely bright studio lamps that cast sharp, directional highlights across the extensive debris field and emphasize the devastating structural aftermath of the high-impact drop test on the clearly marked hazard-striped surface, where the scattered fragments and twisted metal components tell a clear story of overwhelming force, leaving the testing zone permanently altered by the experiment."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00138_00190_dimming/sample.json b/MBench-V-new/samples/causal/a00138_00190_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..e3a6db273e5de640f33dc15fbde22682f5012a9e
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00138_00190_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00138_00190_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A pink tablet stands upright on a metal platform marked with yellow and black hazard tape, while a man in a white lab coat kneels in the background near two bright studio lights.",
+    "The two bright studio lights in the background begin to flicker and dim rapidly, casting deepening shadows across the workshop floor and causing the colors of the pink tablet to desaturate.",
+    "The workshop plunges into near-total darkness as the artificial lights cut out completely, leaving only faint ambient glimmers barely revealing the silhouette of the standing tablet on the metal platform.",
+    "The studio lights flicker back to life with a sudden surge of brightness, illuminating the scene once more as the man in the white coat remains kneeling in the background.",
+    "Under the fully restored lighting, the pink tablet is revealed to be completely flattened against the metal platform, surrounded by large, jagged chunks of shattered concrete from the dropped block."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00138_00190_occlusion/sample.json b/MBench-V-new/samples/causal/a00138_00190_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..17eb0bca1334bcda9a5c3b593d791bf9c71d8207
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00138_00190_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00138_00190_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "In a brightly lit workshop with corrugated metal walls, a pink tablet stands upright on a silver platform bordered by yellow and black hazard tape, while a heavy concrete block hovers just above it, ready to drop.",
+    "A technician wearing a white shirt walks into the frame from the left, carrying a large, flat metal sheet that begins to obscure the view of the pink tablet and the dropping block.",
+    "The large metal sheet held by the passing technician completely fills the foreground, blocking the view of the crushing action and reflecting the bright studio lights as it moves across the center of the frame.",
+    "As the technician continues walking to the right, the edge of the metal sheet slides out of view, revealing the aftermath of the impact through the widening gap in the foreground.",
+    "With the obstruction fully cleared, the static shot reveals the pink tablet lying completely flattened and crushed on the hazard-striped platform, surrounded by large, jagged chunks of concrete rubble scattered across the metal surface."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00138_00574_camera/sample.json b/MBench-V-new/samples/causal/a00138_00574_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..b45aa8368fe11cb863c5029307f8d0083151729e
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00138_00574_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00138_00574_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A car tire rolls over three cans filled with colorful water beads, crushing the metal containers and causing the blue and yellow beads to burst out and scatter across the pavement.",
+    "The camera initiates a deliberate, sweeping arc counterclockwise across the rough asphalt surface, maintaining a constant lateral drift that gradually shifts the optical axis toward the western boundary of the parking area while holding a fixed elevation and carefully managing the rotational speed to ensure stable parallax movement throughout the entire traversal, and the current frame reveals the three cylindrical tin packages still perfectly aligned in their original positions, their glossy printed wrappers catching the bright overhead sunlight, with the vibrant blue and yellow hydrogel pearls neatly packed to the very top edges, while the dark rubber tire of the sedan remains completely stationary in the upper right quadrant and small orange residue spots dot the weathered concrete near the shadowed undercarriage.",
+    "The camera maintains its deliberate counterclockwise trajectory along the outer boundary, increasing the rotational velocity to widen the panoramic sweep while keeping the lens level stable and navigating past the adjacent storage units, and the resulting composition entirely omits the original testing location, instead revealing a stretch of empty asphalt bordered by tall metal fencing, where peeling safety warnings cling to the rusted posts and discarded cardboard boxes accumulate near the storm drain, with harsh shadows cast by nearby utility poles stretching across the dry ground as distant traffic hums faintly in the background under the cloudless sky.",
+    "The camera initiates a smooth clockwise reversal from the distant perimeter, decelerating the lateral drift to gradually realign the optical axis toward the central parking area while holding a consistent elevation and reversing the previous rotational momentum, and the emerging perspective begins to reintroduce familiar structural elements, capturing the edge of the weathered chain-link fence and the cracked concrete surface, with scattered autumn leaves drifting across the frame and distant building facades slowly sliding out of view as the lens steadily tracks back toward the original zone under the unchanging afternoon light.",
+    "The camera completes its deliberate clockwise return toward the primary testing ground, reducing the rotational speed to precisely center the original composition while stabilizing the focal distance and locking onto the initial vantage point, and the final frame clearly displays the aftermath of the crushing sequence, with the three flattened metal containers lying completely destroyed on the pavement, their vibrant blue and yellow water beads scattered extensively across the rough concrete, while the heavy car tire rests directly over the mangled cans and glossy liquid residue glistens under the bright sunlight near the shadowed wheel well."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00138_00574_dimming/sample.json b/MBench-V-new/samples/causal/a00138_00574_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..f0c67c92092665f314a4168a86d8886c7ef11ccc
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00138_00574_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00138_00574_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "Three cans of Joys Salted Peanuts filled with blue and yellow water beads sit on the concrete pavement next to a stationary black car tire under normal daylight.",
+    "The sunlight begins to fade rapidly as storm clouds gather, and the car tire starts to roll forward, its tread making contact with the first can.",
+    "The scene plunges into near-total darkness, hiding the action as the tire rolls over the cans, leaving only the vague silhouette of the vehicle visible against the dim ground.",
+    "The heavy storm clouds begin to part and sunlight filters back in, gradually illuminating the black tire as it completes its roll past the crushed metal containers on the pavement.",
+    "Full daylight returns to reveal the three crushed metal cans lying flattened on the pavement, with blue and yellow gel beads scattered widely across the textured concrete."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00138_00574_occlusion/sample.json b/MBench-V-new/samples/causal/a00138_00574_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..b0b627fc3228394ab3d650b1fe00e103be44cd4e
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00138_00574_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00138_00574_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "Three metal 'Joys Salted Peanuts' cans sit on rough concrete pavement, filled with bright blue and yellow water beads, positioned directly in the path of a large black car tire visible on the right edge.",
+    "A person's leg, clad in dark denim jeans and a grey sneaker, steps into the frame from the left, partially obscuring the view of the blue-beaded can as the tire begins its forward roll.",
+    "The person's leg and shoe fully dominate the center of the frame, completely blocking the view of the cans and the tire, casting a dark shadow over the concrete while the crushing action continues unseen behind the limb.",
+    "The leg in the grey sneaker lifts and moves toward the right edge of the frame, revealing glimpses of flattened metal and scattered colorful beads on the ground through the widening gap near the car's undercarriage.",
+    "The person's leg has completely exited the frame to the right, revealing the aftermath: three flattened metal cans lying crushed on the concrete, with blue and yellow gel beads scattered widely across the pavement where the containers once stood."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00138_00729_camera/sample.json b/MBench-V-new/samples/causal/a00138_00729_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..1a67e2e5fb5a9eaaa6f9a486c7f0d1e02d5a9cdc
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00138_00729_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00138_00729_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A car tire rolls forward, crushing a plastic container filled with layered slime and colorful water beads. The container bursts under the pressure, scattering the beads and spilling the orange slime onto the asphalt.",
+    "The camera arcs clockwise around the impact zone, and the flattened plastic tub, vibrant green and yellow water beads scattered across the rough asphalt, and a thick ribbon of orange slime pressed against the tire tread come into view.",
+    "The camera continues to arc clockwise away from the crush site, and a quiet stretch of empty pavement bordered by a weathered concrete curb and dappled afternoon sunlight fills the frame.",
+    "The camera begins to arc counterclockwise back toward the impact zone, and the scattered multicolored gel spheres along with the black rubber sidewall of the vehicle gradually enter the peripheral view.",
+    "The camera completes its arc counterclockwise to the initial vantage point, and the crushed container, the spilled orange slime pooling on the dark asphalt, and the stationary car tire resting beside the debris are clearly visible again."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00138_00729_dimming/sample.json b/MBench-V-new/samples/causal/a00138_00729_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..7e3e9b4963afc2fb82b9a98cecb35f8fd790781f
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00138_00729_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00138_00729_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A rectangular plastic container filled with layered rainbow slime and clear water beads sits on the rough gray asphalt next to a large black car tire, illuminated by bright natural daylight.",
+    "Dark storm clouds suddenly roll overhead, causing the natural light to flicker and dim rapidly as deep shadows begin to engulf the colorful water beads and the tread of the car tire.",
+    "The scene plunges into near-total darkness, obscuring the container as the heavy tire begins to crush it, with only faint silhouettes of the scattered beads visible against the dark ground.",
+    "The heavy clouds begin to part, allowing sunlight to filter back through and gradually reveal the crushed remains of the plastic container and the spreading orange slime on the asphalt.",
+    "The lighting fully recovers to bright daylight, clearly showing the flattened plastic container lying crushed on the asphalt, spilling orange slime and scattering hundreds of colorful water beads across the wet ground near the tire."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00138_00729_occlusion/sample.json b/MBench-V-new/samples/causal/a00138_00729_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..8fe9374c57d3628dac4fd30f58b36d0b0471a922
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00138_00729_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00138_00729_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A rectangular yellow plastic container with bright side latches sits on the rough gray asphalt, filled to the brim with clear water beads atop layers of orange, yellow, green, and blue beads. To the right, the black tread of a large car tire looms close to the container as it begins to roll forward.",
+    "A person wearing blue jeans and a white t-shirt walks into the frame from the left, their body beginning to obscure the yellow container as the car tire presses down on the colorful beads.",
+    "The person's torso and legs completely dominate the center of the frame, fully blocking the view of the container and the tire's interaction, leaving only the gray asphalt and the edge of the tire visible on the far right.",
+    "The person continues walking to the right, their body moving out of the frame to reveal the crushed plastic and scattered beads emerging from behind their legs.",
+    "With the pedestrian fully out of the frame, the camera reveals the flattened remains of the yellow plastic container lying crushed on the asphalt, with orange slime spilling out and hundreds of colorful water beads scattered across the wet ground near the stationary tire."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00138_00800_camera/sample.json b/MBench-V-new/samples/causal/a00138_00800_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..88885e592ad7a6c29faebd369a4ae72117ec4a8d
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00138_00800_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00138_00800_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A car tire rolls forward over a green watermelon resting on the asphalt. As the wheel applies pressure, the fruit bursts open, violently scattering red pulp and chunks of green rind across the pavement.",
+    "The camera executes a controlled downward crane movement, steadily descending through the bright outdoor lighting while maintaining its optical focus on the ground level, and the expanding visual field gradually reveals the massive Bridgestone tire resting heavily against the custom wooden support ramp, the perfectly spherical green watermelon positioned directly in its crushing path, the scattered crimson pulp fragments already staining the rough asphalt surface, and the sharp yellow warning decals on the wooden block that catch the midday sun, all of which establish a tense anticipation for the imminent structural failure and explosive fruit dispersion that will soon transform the quiet roadside scene into a chaotic display of red juice and shattered rind, accompanied by the subtle heat haze rising from the sun-warmed pavement.",
+    "The camera continues its uninterrupted downward crane trajectory, deliberately lowering its optical axis well below the original ground level to completely remove the vehicle wheel and fruit debris from the visual field, and the newly established vantage point exclusively frames a distant lower section of the asphalt lot where faded white parking lines intersect with deeply cracked concrete seams, scattered dry autumn leaves, and faint metallic oil residues that shimmer under the harsh overhead sunlight, entirely isolating this empty stretch of weathered pavement from the previous mechanical interaction while highlighting the rough granular texture of the road surface, the elongated shadows cast by nearby foliage, the subtle gradient of daylight fading toward the horizon, and the quiet atmospheric stillness that persists entirely apart from the violent crushing sequence happening just beyond the bottom edge of the frame, leaving only the undisturbed gray aggregate to dominate.",
+    "The camera initiates a controlled upward crane movement, steadily ascending through the bright outdoor atmosphere to reverse the previous descent and realign with the initial ground level, and the rising optical axis gradually brings back into view the chaotic scattering of crimson fruit pulp and jagged green rind fragments that now plaster the coarse asphalt, alongside the deep tread impressions left by the heavy Bridgestone tire, the glistening red juice trails soaking into the porous pavement, and the displaced wooden support block that remains slightly askew near the impact zone, collectively signaling a deliberate visual return toward the original crushing area while establishing the fragmented aftermath that precedes the full reconstitution of the primary scene, with the sunlight catching the wet sheen of the spilled contents and emphasizing the stark contrast between the destroyed organic matter and the rigid mechanical components.",
+    "The camera completes its steady upward crane trajectory, fully restoring the original high-angle perspective to precisely lock back onto the exact location of the mechanical impact, and the stabilized composition clearly displays the completely destroyed watermelon in its definitive final state, with the thick green rind split into multiple jagged sections, the vibrant crimson flesh thoroughly mashed into a wet pulpy slurry that spreads across the coarse asphalt, the heavy Bridgestone tire resting motionless on the angled wooden block, and the scattered fruit fragments forming a vivid radial pattern that thoroughly documents the successful completion of the crushing experiment under the bright natural daylight, while the sharp shadows and glistening juice trails emphasize the stark transformation from intact spherical fruit to flattened organic debris across the sunlit pavement."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00138_00800_dimming/sample.json b/MBench-V-new/samples/causal/a00138_00800_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..49e486eda9f37c9994685896a67ac06e17ed0bb1
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00138_00800_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00138_00800_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A large black car tire rests on a wooden ramp next to a whole green watermelon on the gray asphalt, with the tire just beginning to roll forward to crush the fruit under its weight.",
+    "As the tire presses down, heavy dark storm clouds suddenly roll in from the side, causing the natural sunlight to dim rapidly and casting deep, lengthening shadows over the watermelon and the textured pavement.",
+    "The scene plunges into near-total darkness as the storm clouds completely block the sun, rendering the car tire and the bursting watermelon barely visible as faint, shadowy silhouettes against the dim asphalt.",
+    "The heavy cloud cover begins to break apart, allowing shafts of sunlight to pierce through and gradually illuminate the scattered red pulp and green rind chunks lying on the ground near the tire.",
+    "The lighting returns to full brightness, clearly revealing the crushed remains of the watermelon with red flesh and green rind scattered across the asphalt next to the stationary car tire and wooden block."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00138_00800_occlusion/sample.json b/MBench-V-new/samples/causal/a00138_00800_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..085dff3441706c39b2073c6abf52df66fdf1879f
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00138_00800_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00138_00800_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A black car tire with white 'WHEELER' lettering sits atop a brown wooden ramp labeled 'EXPERIMENTS & LIFE HACKS', positioned directly beside a whole green striped watermelon on the gray asphalt.",
+    "A person wearing blue jeans and white sneakers walks into the frame from the left, their legs partially obscuring the view of the green watermelon and the wooden ramp as the tire begins to roll forward.",
+    "The person's legs and lower torso completely dominate the foreground, fully blocking the view of the car tire, the wooden ramp, and the watermelon as the crushing action happens behind them.",
+    "The person in blue jeans continues walking to the right and begins to exit the frame, slowly revealing the crushed remains of the fruit and the stationary black tire on the pavement.",
+    "Once the person has fully left the frame, the camera clearly shows the destroyed watermelon, with scattered chunks of red flesh and green rind lying on the asphalt near the black tire and wooden ramp."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00144_00810_camera/sample.json b/MBench-V-new/samples/causal/a00144_00810_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..e0fbc03abe3dd381e883e5589241da3f90ad2791
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00144_00810_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00144_00810_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A person pours liquid and ice cubes from a metal shaker into a glass mixing cup that already contains an amber fluid. The ice tumbles down into the glass alongside the stream of liquid.",
+    "The camera begins a smooth pan to the right, shifting the frame away from the pouring action to reveal the glossy white countertop and the polished rim of a nearby stainless steel sink.",
+    "The camera continues its steady pan to the right, completely removing the mixing station from view and centering instead on a row of stacked crystal tumblers resting beside a dark walnut cutting board.",
+    "The camera reverses trajectory and initiates a deliberate pan to the left, sweeping past the bright subway tile backsplash and a wall-mounted rack of hanging copper bar tools.",
+    "The camera completes its leftward pan and locks back onto the original composition, clearly showcasing the diamond-cut mixing glass now crowded with clear ice cubes and the rich amber liquid settling at the bottom."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00144_00810_dimming/sample.json b/MBench-V-new/samples/causal/a00144_00810_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..729b128871daee07142a8d94f62c11b9ef3a8b38
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00144_00810_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00144_00810_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A close-up shot captures a person's hands tilting a stainless steel shaker to pour liquid and ice into a clear, diamond-patterned glass resting on a white countertop, illuminated by bright, even indoor lighting that highlights the amber fluid.",
+    "The bright overhead lights suddenly flicker and dim, causing the scene to darken rapidly as shadows lengthen across the white beadboard wall and the reflection on the metal shaker fades while the pouring continues.",
+    "The environment plunges into deep darkness, rendering the white countertop and the diamond-patterned glass almost invisible, with only the faint, shadowy outline of the person's hands and the shaker barely discernible in the gloom.",
+    "The artificial lighting begins to surge back, flickering on and gradually washing away the shadows to reveal the white surface and the glass once more as the scene brightens steadily.",
+    "The lighting fully recovers to its initial brightness, clearly revealing the final state where the diamond-patterned glass sits on the white counter, containing the brown liquid and topped with large chunks of clear ice."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00144_00810_occlusion/sample.json b/MBench-V-new/samples/causal/a00144_00810_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..75deded28828011a766cfedd09739694da948606
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00144_00810_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00144_00810_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A close-up view captures a hand holding a silver metal shaker, pouring a stream of liquid and ice into a clear glass featuring a white diamond lattice pattern that sits on a white counter with amber liquid inside.",
+    "A person wearing a dark garment suddenly walks into the frame from the left edge, their body beginning to block the view of the pouring hand and the etched glass.",
+    "The dark fabric of the passerby's clothing completely dominates the foreground, fully obscuring the glass, the shaker, and the white beadboard background as they move directly across the lens.",
+    "The passerby continues their movement toward the right edge, their dark form sliding away to reveal the white surface and the top rim of the glass re-emerging into view.",
+    "The frame is now clear again, showing the diamond-patterned glass resting on the white table, filled with the mixed brown cocktail and several large, clear ice cubes floating at the top."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00149_00700_camera/sample.json b/MBench-V-new/samples/causal/a00149_00700_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..10456d1189721534b21d94c9cea197fbed74c7fd
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00149_00700_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00149_00700_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "water pouring into clear plastic cup from green bottle, creating swirling motion and bubbles as liquid fills bottom of cup",
+    "The camera tilts upward, revealing the edge of a wooden desk and a white keyboard in the background as the green bottle begins to pour water into the clear plastic cup.",
+    "The camera continues its upward tilt, now focusing on the upper portion of the desk where a tangled cable and part of a black speaker are visible, with the original action area completely out of frame.",
+    "The camera tilts downward, bringing back the wooden surface and the clear plastic cup now partially filled with swirling water, capturing the motion of bubbles rising near the bottom.",
+    "The camera completes its downward tilt, re-establishing the full view of the desk scene including the yellow liquid in the beaker, the empty space beside it, and the green bottle still positioned to the right."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00157_00451_camera/sample.json b/MBench-V-new/samples/causal/a00157_00451_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..8eec3164283f30e1a9b0c6cabc846ef8443e9350
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00157_00451_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00157_00451_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Oil is poured into a hot wok, spreading across the surface in a thin stream, creating ripples and expanding outward as it coats the dark, seasoned metal.",
+    "The camera orbits counterclockwise around the wok, capturing the glistening oil as it spreads across the seasoned black surface, reflecting the dim kitchen light and revealing subtle textures in the metal’s patina.",
+    "The camera continues its counterclockwise orbit, now framing the stove’s grates and the blue flame beneath, with the wok fully退出 from view and only the metallic sheen of the burner visible under ambient lighting.",
+    "The camera begins a clockwise orbit, moving past the edge of the stovetop, where the dark cast iron handle of the wok briefly enters frame before gliding toward the surrounding countertop’s speckled granite surface.",
+    "The camera completes its clockwise return, repositioning directly above the wok as the oil settles into a smooth, reflective pool, mirroring the overhead light and the faint outline of the kitchen ceiling."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00165_00152_camera/sample.json b/MBench-V-new/samples/causal/a00165_00152_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..9a84c24628b96ddb8f3d82f1164624c03f2f4fdc
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00165_00152_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00165_00152_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Colorful balls roll down a wooden track with curved grooves, bouncing and shifting positions as they move forward, guided by the track's contours.",
+    "The camera arcs clockwise, following the vibrant motion of colorful balls as they roll through the wooden track’s curved grooves, their glossy surfaces reflecting soft overhead light.",
+    "The camera continues its clockwise arc, revealing a minimalist white tabletop and distant wooden furniture, with the track now fully displaced from view.",
+    "The camera arcs counterclockwise, sweeping past the edge of the white table and catching glimpses of warm-toned cabinetry in the background.",
+    "The camera completes its counterclockwise return, recentering on the wooden track where the colorful balls continue their rhythmic descent along the grooved path."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00168_00409_camera/sample.json b/MBench-V-new/samples/causal/a00168_00409_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..7a48949c11fb7c93e7470333c98ea99565890dd0
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00168_00409_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00168_00409_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A hand stirs a thick, frothy white liquid in a pot with a spoon, creating swirling motion and bubbles on the surface.",
+    "The camera pans left, revealing the edge of the stainless steel pot and the speckled granite countertop beneath it, where a hand holds a spoon stirring a thick, frothy white liquid that bubbles gently on the surface.",
+    "The camera continues panning left, now showing only the dark rim of the pot’s base and the surrounding kitchen environment, including a glimpse of a white appliance and a folded cloth in the background, with no trace of the stirring action visible.",
+    "The camera pans right, capturing the smooth motion across the countertop, passing over the pot's black exterior and reflecting light from the overhead kitchen fixture as it moves toward the original scene.",
+    "The camera completes its rightward pan, re-centering on the stainless steel pot where the hand resumes stirring the creamy, bubbly mixture, the spoon creating swirling patterns in the froth under consistent kitchen lighting."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00172_00462_camera/sample.json b/MBench-V-new/samples/causal/a00172_00462_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..f46d93191f1f03f10d7ca59ac0799ccd6f01c47d
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00172_00462_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00172_00462_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Bricklayer applies mortar to brick with trowel, positions brick on wall, and smooths excess mortar along joint using trowel's edge while aligning with string line.",
+    "The camera arcs counterclockwise, revealing the bricklayer’s hands as they apply mortar to a red brick with a trowel, while the string line guides alignment along the partially built wall.",
+    "The camera continues its counterclockwise arc, shifting focus to the muddy ground beside the drainage grate and exposing stacks of unused bricks in the background, leaving the original masonry work entirely out of frame.",
+    "The camera arcs clockwise, sweeping past the edge of the concrete foundation and briefly capturing the metal grate and scattered debris near the trench before returning toward the construction zone.",
+    "The camera completes its clockwise arc, re-centering on the bricklayer’s hands placing a mortared brick onto the wall, with the string line taut above and fresh mortar smoothing along the joint."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00174_00077_camera/sample.json b/MBench-V-new/samples/causal/a00174_00077_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..f97dcf87bc81cebc39ed1a96c32409d13553e733
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00174_00077_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00174_00077_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A hand presses down on a transparent lid of a glass tank filled with water, causing ripples and splashes as the water moves upward and outward, while another hand holds a hose nearby.",
+    "The camera tracks left, following the hand pressing down on the transparent lid of the glass tank as water splashes upward and outward, revealing the textured surface of the black metal frame and the surrounding green grass.",
+    "The camera continues tracking left, moving past the edge of the tank and into a view dominated by tall grasses and a patch of sunlit earth, where only the curved white hose remains visible in the lower right corner, with no trace of the original action area.",
+    "The camera tracks right, gliding over the vibrant blue and pink plastic channels near the base of the setup, capturing the wet stone ground and blurred foliage as it reverses course toward the central scene.",
+    "The camera settles back into position, re-establishing the full view of the glass tank with its rippling water surface, the hand still pressing down on the lid, and the hose coiled beside it, all under natural daylight with the surrounding garden clearly visible."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00188_00140_camera/sample.json b/MBench-V-new/samples/causal/a00188_00140_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..fa99a0e11d3f990ccd247e6443ce43da67ff8380
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00188_00140_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00188_00140_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Person sliding down a blue water slide, feet first, with water splashing around as they descend rapidly toward the pool below.",
+    "The camera orbits counterclockwise, sweeping past the vibrant orange slide adjacent to the blue chute, capturing the glistening water cascading down its smooth surface under bright daylight.",
+    "The camera continues its counterclockwise orbit, now framing a dense cluster of tropical palm trees and distant poolside loungers, with the water slide completely out of sight and the sky filling the upper frame.",
+    "The camera begins a clockwise orbit, gliding over the lush greenery bordering the water park, revealing glimpses of the turquoise pool and yellow floatation devices below as it reverses direction.",
+    "The camera completes its clockwise arc, repositioning directly above the blue water slide’s entrance where the person’s feet are visible at the top, poised for descent, with the splash zone and surrounding pools clearly in view."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00191_00002_camera/sample.json b/MBench-V-new/samples/causal/a00191_00002_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..9793a54e190f99ef3bd9276ed448e5e14b2a8285
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00191_00002_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00191_00002_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Sliced pickled jalapeños and brine are poured from a can into a stainless steel bowl, creating splashes and bubbles as the contents cascade in.",
+    "The camera pans left, revealing the stainless steel countertop and the edge of a large mixing bowl as brine splashes into view, glistening under the bright kitchen lights.",
+    "The camera continues panning left, now showing only the blurred outline of a commercial refrigerator and a stack of yellow-labeled spice containers, with no trace of the jalapeños or bowl in frame.",
+    "The camera pans right, gliding past a chrome sink and a bottle of dish soap, capturing reflections on wet surfaces before nearing the prep area again.",
+    "The camera completes its rightward pan, re-centering on the stainless steel bowl piled high with sliced pickled jalapeños, their golden-green rings glistening with brine under overhead lighting."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00195_00136_camera/sample.json b/MBench-V-new/samples/causal/a00195_00136_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..e459222178575629e571757c9b9d2427c87e9831
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00195_00136_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00195_00136_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Colorful balls roll down a wooden track, bouncing off each other as they descend, with some falling off the side while others continue along the groove.",
+    "The camera arcs counterclockwise, revealing the smooth wooden groove of the track as colorful balls tumble down, bouncing off one another with bright splashes of blue, purple, and green against the natural grain. The orange support block beneath the ramp stands out sharply under even lighting, while a silver toy truck rests motionless in the background, its reflective surface catching subtle glints.",
+    "The camera continues its counterclockwise arc, now sweeping past the original action area entirely, showing only a plain white tabletop and the edge of a blue plastic base from the structure. The wooden track and rolling balls are no longer visible; instead, the frame captures an empty corner where light reflects softly off a clean surface, emphasizing spatial emptiness after the dynamic motion.",
+    "The camera arcs clockwise, gradually bringing back the scene’s structural elements—first the edge of the blue base, then the orange support column reappearing into view. A faint shadow traces across the table, hinting at the overhead lighting, while the wooden texture of the track begins to re-enter the frame from the right side.",
+    "The camera completes its clockwise arc, re-centering on the wooden track where the final ball rolls toward the end groove, near the silver toy truck still parked beside it. The polished surface of the track gleams under consistent light, and the vibrant colors of the balls contrast vividly with the warm wood tones, restoring the full context of the playful mechanical setup."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00204_01516_camera/sample.json b/MBench-V-new/samples/causal/a00204_01516_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..459b80b939cdca29e14cfe02df8d78c8c37a90e7
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00204_01516_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00204_01516_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Two players in yellow shirts vigorously sweep the ice with brooms in front of a sliding yellow curling stone, guiding its path down the rink towards the target circle.",
+    "The camera tracks right, shifting the view along the polished white ice to reveal the blue sideboards and the red and blue \"World Curling\" logos as the sweepers continue their motion.",
+    "The camera continues tracking right, panning completely away from the athletes until the yellow shirts and the sliding stone are no longer visible, leaving only the empty ice sheet and the green \"Arla\" logo in the frame.",
+    "The camera tracks left, reversing direction along the rink boundary to bring the blue \"Swedish Winter Sports Research Centre\" advertisement back into view as the lens moves toward the active play area.",
+    "The camera tracks left to re-establish the original viewpoint, centering the frame once more on the two players in yellow shirts vigorously sweeping the ice in front of the yellow stone as it sits within the blue target circle."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00204_01516_dimming/sample.json b/MBench-V-new/samples/causal/a00204_01516_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..88d0ca152916a42adff5b898f544ceae683297e1
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00204_01516_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00204_01516_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "Two curling players in bright yellow shirts and black pants vigorously sweep the white ice with brooms in front of a sliding yellow stone, while a third player watches from behind near the blue rink border.",
+    "The bright overhead arena lights begin to flicker and dim, casting deepening shadows across the ice as the players continue to sweep the yellow stone, the colors of their shirts starting to desaturate in the fading light.",
+    "The arena plunges into near-total darkness, leaving only the faintest, barely visible outline of the yellow curling stone and the sweeping brooms against the dark ice surface, effectively hiding the players.",
+    "The overhead lights flicker back on, gradually illuminating the rink again as the shadows recede and the white ice reflects the returning brightness, slowly revealing the players and the stone's new position.",
+    "The lighting fully recovers to bright normal levels, clearly showing the yellow curling stone resting centrally inside the blue target circle, surrounded by the players in yellow shirts holding their brooms on the white ice."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00204_01516_occlusion/sample.json b/MBench-V-new/samples/causal/a00204_01516_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..b740557c123833743f6f0f700a058ec74952c738
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00204_01516_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00204_01516_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "Two curlers in bright yellow jerseys vigorously sweep the white ice with brooms ahead of a sliding yellow stone, while the blue sideboards frame the rink under bright arena lights.",
+    "A person wearing a dark jacket walks closely past the camera lens from the left side, their torso beginning to obscure the view of the sweeping players and the sliding stone.",
+    "The dark fabric of the passerby's jacket completely fills the frame, hiding the curling action entirely and leaving only the texture of the dark clothing visible against the bright background light.",
+    "The person in the dark jacket continues walking to the right, slowly revealing the white ice sheet again as the gap widens to show the yellow stone slowing down near the target area.",
+    "With the obstruction gone, the yellow curling stone rests perfectly in the center of the blue target circle, surrounded by the players in yellow shirts who have stopped sweeping and stand on the ice."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00206_00877_camera/sample.json b/MBench-V-new/samples/causal/a00206_00877_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..62e02e634418b6fefa1c7cd8ed867264968f2ed9
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00206_00877_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00206_00877_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Large chunks of white ice are dropped into a clear glass resting on a white surface, landing at the bottom one by one.",
+    "The camera begins panning right, shifting the clear glass and its smooth white countertop toward the left edge of the frame while maintaining a steady overhead perspective.",
+    "The camera continues panning right, revealing only an unmarked expanse of the bright white surface and soft ambient lighting while the original drinking setup remains completely out of sight.",
+    "The camera starts panning left, sweeping across the pristine table area to bring the workspace edge and subtle shadow gradients into view as it retraces its previous trajectory.",
+    "The camera completes panning left, re-centering the frame to clearly show the clear glass on the white surface, now holding the accumulated ice chunks under steady lighting."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00206_00877_occlusion/sample.json b/MBench-V-new/samples/causal/a00206_00877_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..bf53f7b005b42500cdaac3eabb3555e28c2664bc
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00206_00877_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00206_00877_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A clear, empty glass rests on a smooth white surface, illuminated by soft, even lighting. Large chunks of white ice begin to drop into the vessel from above, landing with a sharp clink against the transparent bottom.",
+    "A soft white linen napkin enters the frame from the left side, drifting slowly across the scene. It begins to partially obscure the clear glass and the falling ice chunks, casting a gentle shadow over the pristine white surface.",
+    "The white linen napkin now completely dominates the center of the frame, fully concealing the glass and the ice dropping action. The soft texture of the fabric fills the view, blocking all sight of the countertop and the vessel beneath it.",
+    "The white linen napkin begins to slide away towards the right edge of the frame, gradually revealing the scene underneath. Through the widening gap, the clear glass and the white countertop become visible again as the fabric retreats.",
+    "The white linen napkin has fully exited the frame to the right, leaving the scene unobstructed. The clear glass now sits quietly on the white surface, containing two distinct white ice cubes resting at the bottom under the bright lighting."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00207_00948_camera/sample.json b/MBench-V-new/samples/causal/a00207_00948_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..51014d8d73b0927c11ebc44b7171bb64f0d6de1d
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00207_00948_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00207_00948_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Almond milk is poured from a carton into a blender jar containing solid ingredients, creating a stream of white liquid that mixes with the contents at the bottom.",
+    "The camera tracks right, following the stream of almond milk as it pours from the carton into the blender jar, capturing the white liquid cascading over solid ingredients like dates and nuts, with the carton’s green and red branding briefly visible against the dark countertop.",
+    "The camera continues tracking right, moving past the blender and revealing a blurred background of kitchen cabinetry and dim lighting, leaving the original action area entirely out of frame, now focusing on an empty stretch of black countertop near a purple box and a small container with a warning label.",
+    "The camera tracks left, gliding smoothly across the dark surface toward the center of the workspace, passing by the edge of the blender base and catching reflections of overhead light on the glossy countertop, with faint outlines of the carton’s corner reappearing in the periphery.",
+    "The camera completes its return track left, re-establishing the full view of the blender jar now filled with creamy white liquid resting atop the blended ingredients, the carton slightly tilted in hand, and the scene illuminated by soft ambient kitchen light."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00207_02059_camera/sample.json b/MBench-V-new/samples/causal/a00207_02059_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..c3a69e1cd0cf30bc7f24cc5941e324502f521103
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00207_02059_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00207_02059_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A large hydraulic press ram descends rapidly onto a black Nikon camera, violently crushing the device as the metal body buckles, fragments scatter, and the object is compressed flat against the base.",
+    "The camera begins a deliberate crane upward movement, lifting the viewer's perspective away from the immediate contact point to reveal the towering height of the massive hydraulic press as the heavy steel ram descends relentlessly onto the black Nikon camera. The frame encompasses the gritty atmosphere of the industrial workshop, showing the scattered metallic debris from past experiments on the stained workbench and the blurry green machinery in the background marked with yellow high-voltage warnings, while the central focus remains on the structural integrity of the camera body as it begins to buckle under the immense weight, capturing the precise moment before total collapse as dust particles float in the air around the crushing zone, highlighting the violent interaction between the soft plastic and the hard steel.",
+    "The camera continues its upward trajectory, rising higher until the base of the press and the crushed Nikon are entirely excluded from the view, leaving only the upper portion of the polished steel cylinder and the dark, industrial ceiling in frame. This elevated angle highlights the sheer scale of the machinery, capturing the texture of the metal piston and the dim overhead lighting that casts long shadows across the upper workshop area, effectively isolating the mechanism from the destruction below and creating a sense of ominous scale as the action area disappears completely from sight, replaced by the silent, looming presence of the press's upper structure and the distant, shadowy rafters of the factory roof, emphasizing the industrial setting.",
+    "The camera shifts its motion to a steady crane downward, beginning the return journey as it glides past the upper mechanisms of the press and brings the green metal walls of the workshop back into clearer focus. As the view descends, the frame reveals more of the surrounding environment, including the heavy cables and the worn surface of the workbench, slowly guiding the eye back toward the center of action where the aftermath awaits, while the reflection of the workshop lights dances off the smooth, cylindrical surface of the hydraulic ram moving back into position, bridging the gap between the high angle and the ground-level destruction with a smooth, continuous vertical motion that reorients the viewer towards the workbench.",
+    "The camera completes its downward crane to re-establish the original viewpoint, bringing the destroyed Nikon camera and the silver metal base back into full view to showcase the final result of the compression. The frame clearly displays the mangled remains of the black camera body, now flattened into a thin layer of twisted metal, plastic shards, and internal components scattered across the base, with the blue camera strap lying limp amidst the debris, confirming the total annihilation of the object by the powerful hydraulic press in the center of the frame, offering a stark contrast between the pristine machine at the start and the wreckage at the end, illuminated by the harsh workshop lights that glint off the shattered fragments."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00207_02059_dimming/sample.json b/MBench-V-new/samples/causal/a00207_02059_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..e93b068d8d5c269e9dccffbf6c43936df3340f0e
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00207_02059_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00207_02059_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A black Nikon camera sits centered on a circular metal base beneath a massive, shiny hydraulic press ram, with yellow lightning bolt warning signs visible on the green industrial wall in the background.",
+    "As the press ram descends and the camera body starts to buckle under pressure, the overhead workshop lights flicker erratically and dim, causing the metallic reflections to fade and shadows to lengthen rapidly.",
+    "The environment plunges into heavy darkness, hiding the violent crushing action almost entirely, leaving only the vague, shadowy silhouette of the press ram and the metal base visible in the gloom.",
+    "The artificial lights flicker back on, slowly restoring visibility to the workshop as the press remains lowered, gradually revealing scattered metal shards and the camera strap draped across the table surface.",
+    "With the lighting fully restored to normal brightness, the Nikon camera is shown completely destroyed and crushed flat into a pile of jagged debris, with its strap hanging limply from the ruined chassis."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00207_02059_occlusion/sample.json b/MBench-V-new/samples/causal/a00207_02059_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..1799e89746c0b009d7b37c64851e786d88eebfe5
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00207_02059_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00207_02059_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "The large chrome hydraulic press ram begins its rapid descent toward the black Nikon FA camera body centered on the circular metal pedestal, while scattered debris lies on the workbench against a backdrop of green walls with yellow lightning bolt signs.",
+    "A worker wearing a dark grey coverall enters from the left edge of the frame, their torso partially obscuring the view of the descending press and the Nikon camera as they walk across the foreground.",
+    "The worker's dark grey coverall completely fills the frame, blocking the entire view of the hydraulic press and the Nikon camera, with only the texture of the heavy fabric visible as they pass directly in front of the lens.",
+    "The worker in the dark grey coverall continues moving to the right, their body sliding out of the frame to reveal the aftermath of the crushing action underneath the now-stationary press ram.",
+    "With the worker fully out of the frame, the black Nikon camera is revealed completely crushed flat against the metal base, its body destroyed into a pile of debris with metal shards scattered and the strap hanging from the flattened wreckage."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00208_01445_camera/sample.json b/MBench-V-new/samples/causal/a00208_01445_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..b7e35987a6f43938df1f49792ae844b097b71f74
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00208_01445_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00208_01445_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A yellow toy dump truck tilts its bed upward, releasing a pile of brown sand onto the ground. The sand cascades out in a steady flow, creating a small mound as the truck's wheels remain stationary on the sandy surface.",
+    "The camera orbits counterclockwise around the yellow toy dump truck, capturing the cascading flow of brown sand as it spills from the tilted bed onto the textured sandy ground, with small green tufts of grass and a distant mound of dirt visible in the background.",
+    "The camera continues its counterclockwise orbit, moving beyond the original action area to reveal a rocky outcrop and a red construction crane in the midground, while the toy truck and sand pile are no longer in frame, replaced by a wide expanse of dry earth under diffused daylight.",
+    "The camera begins a clockwise orbit, sweeping past the edge of the sandpit where scattered pebbles and sparse vegetation line the perimeter, gradually bringing into view the blurred silhouette of the dump truck’s rear wheels and the remnants of the sand mound.",
+    "The camera completes its clockwise return, re-centering on the yellow toy dump truck now stationary with its bed lowered, the freshly deposited pile of brown sand spread across the foreground, and the original sandy terrain and green tufts clearly visible once more."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00208_02003_camera/sample.json b/MBench-V-new/samples/causal/a00208_02003_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..584fd186ad07b68d96d3cc006fca155f910ff588
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00208_02003_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00208_02003_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A hand lifts the yellow dump bed of a toy truck, tilting it upward to release soil into a dug-out hole below, with the truck positioned on a gray ramp in a dirt-filled outdoor setting.",
+    "The camera tracks right across the dirt patch, following the toy dump truck as it sits on the gray ramp with its yellow bed raised, spilling soil into the dug-out hole below, while tall grasses sway gently in the background under natural daylight.",
+    "The camera continues tracking right beyond the edge of the ramp, revealing only the bare earth and scattered green weeds, with the red flower now visible in the distance and no trace of the toy truck or ramp in frame.",
+    "The camera tracks left past the disturbed soil and grassy border, moving steadily toward the original action zone, capturing the texture of damp earth and a glimpse of the gray ramp’s edge reappearing in the lower corner.",
+    "The camera settles back to the initial position, framing the blue and yellow toy dump truck fully on the gray ramp, its bed tilted upward over the hole, soil still settling into the pit beneath, with sunlight casting soft shadows across the scene."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00233_00090_camera/sample.json b/MBench-V-new/samples/causal/a00233_00090_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..4528f13ffb535e07bba070b7eefdaf334a48000f
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00233_00090_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00233_00090_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A person wearing blue gloves pours white flour from a large white scoop into a shiny metal mixing bowl, creating a growing mound of powder.",
+    "The camera begins a smooth counterclockwise arc across the preparation surface, capturing the steady cascade of finely milled white flour pouring from a broad plastic scoop into a gleaming stainless steel mixing bowl while the bright blue nitrile gloves maintain a firm grip on the handle, and this shifting perspective highlights the warm natural daylight streaming through the nearby window to illuminate the growing mound of powder that forms delicate ridges inside the reflective interior alongside faint images of overhead wooden cabinetry shimmering along the curved metallic rim above a clean quartz countertop.",
+    "The camera continues its deliberate counterclockwise rotation away from the workstation, completely removing the mixing bowl and pouring action from view as the frame transitions to showcase the surrounding culinary environment bathed in soft morning illumination, and this new angle reveals pale wooden upper cabinets with minimalist hardware alongside a neatly organized open shelving unit displaying ceramic canisters beneath a large window dressed with sheer linen curtains that diffuse the incoming sunlight across matte white backsplash tiles and highlight the subtle grain of hardwood flooring.",
+    "The camera initiates a matching clockwise arc to reverse the previous trajectory, gradually sweeping back through the illuminated space while bringing the polished edge of the metal mixing bowl and a partial view of the blue-gloved hand back into the frame, and this returning perspective slowly reconstructs the culinary workspace by revealing the pristine quartz countertop surface alongside scattered stray flour particles near the container base and the curved silhouette of the white plastic scoop hovering above the rim under directional sunlight.",
+    "The camera completes its clockwise repositioning and settles back into the original vantage point, clearly framing the active preparation scene where a steady pour of white flour continues building a substantial textured mound inside the highly polished stainless steel vessel, and this restored composition displays the gloved hands maintaining a controlled tilt on the large white scoop to ensure a consistent flow of fine particulate that settles into soft peaks under bright natural lighting while secondary storage containers and subtle window reflections fully re-center attention on the process."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00233_00090_dimming/sample.json b/MBench-V-new/samples/causal/a00233_00090_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..26cb06189a768f643d4bae87daafd51ab9631b77
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00233_00090_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00233_00090_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A person wearing blue nitrile gloves holds a large white scoop filled with flour over a shiny stainless steel mixing bowl. To the left, a light blue bowl sits on the counter near a window. The flour begins to pour from the scoop, creating a stream of white powder falling into the empty metal bowl.",
+    "The bright linear reflections on the curved stainless steel bowl suddenly flicker and dim as the overhead lights fail. Shadows deepen rapidly across the counter, and the vibrant white of the flour and the blue gloves begins to desaturate into gray tones as the room loses its primary illumination.",
+    "The scene is plunged into heavy darkness, obscuring almost all detail except for the faint outline of the window frame on the left. The stainless steel bowl is barely visible as a dark shape, and the pouring flour is hidden in the shadows, continuing its accumulation unseen.",
+    "The artificial lighting flickers back on, gradually washing out the darkness and restoring the metallic sheen to the mixing bowl. The blue gloves and the white scoop become distinct again as the light intensifies, revealing the growing pile of flour at the bottom of the bowl.",
+    "The lighting has fully stabilized, brightly illuminating the kitchen counter once more. A substantial mound of white flour now sits settled at the bottom of the large stainless steel mixing bowl, while the blue-gloved hand rests near the edge of the frame, the pouring action complete."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00233_00090_occlusion/sample.json b/MBench-V-new/samples/causal/a00233_00090_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..63decde8d3e2c56add1f6da77beb7b3758600e5a
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00233_00090_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00233_00090_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A person wearing blue nitrile gloves holds a large white plastic scoop filled with white flour over a shiny stainless steel mixing bowl, while a blue bowl containing more flour sits on the counter to the left near a sunlit window.",
+    "A person wearing a white apron enters the frame from the right side, their body partially obscuring the view of the gloved hands and the metal bowl as they walk past the workstation.",
+    "The white fabric of the passing person's apron completely fills the camera view, hiding the mixing bowl and the pouring action entirely behind the moving cloth texture.",
+    "The person in the white apron continues walking toward the left edge of the frame, gradually revealing the stainless steel bowl and the countertop underneath as the obstruction clears.",
+    "Once the person has fully exited the frame to the left, the camera clearly shows the shiny metal bowl containing a large mound of white flour at the bottom, with the blue bowl still visible in the background."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00233_00238_camera/sample.json b/MBench-V-new/samples/causal/a00233_00238_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..e5390115a4f33f4962a8f753d5a51275a0c36584
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00233_00238_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00233_00238_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A steady stream of white flour and granulated sugar pours from a tilted metal bowl, cascading down into the basin of a larger stainless steel mixing bowl.",
+    "The camera arcs counterclockwise, sweeping past the reflective curve of the large stainless steel mixing bowl to highlight the gloved hand adjusting the angle of the smaller metal vessel, capturing the moment the mound of fine white flour and granulated sugar shifts and begins to tumble over the edge, where the powder catches the overhead lighting to create a soft, hazy glow as it falls into the dark basin, while the smooth motion of the lens circles around the setup to offer a dynamic perspective of the ingredients transferring from one container to the other, revealing the textured surface of the flour pile against the smooth metal walls.",
+    "The camera continues its counterclockwise arc, rotating further around the periphery of the workspace until the pouring action and the bowls have completely disappeared from the frame, leaving only the sturdy, painted metal base of the stand mixer and a section of the neutral-toned tiled kitchen floor visible in the background, where the ambient light catches the dust particles settling on the countertop edge and highlights the texture of the appliance's housing.",
+    "The camera arcs clockwise, reversing its previous trajectory to sweep back across the surface of the stainless steel kitchen counter, bringing the blurred edges of the mixer's housing back into view while the focus remains soft on the surrounding environment, capturing the glint of a nearby utensil and the texture of the countertop material as the lens begins to realign with the original composition, signaling a return to the culinary preparation area.",
+    "The camera completes its clockwise arc, returning to the original viewpoint to clearly show the gloved hand still tilting the metal bowl as the white flour and sugar continue to pour into the mixing basin, re-establishing the central scene with the cascade of ingredients now forming a growing mound at the bottom of the larger bowl, while the steady stream of powder highlights the texture and volume of the baking components against the metallic interior."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00233_00238_dimming/sample.json b/MBench-V-new/samples/causal/a00233_00238_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..4e2c071bc5ed91086bd189f60e57fa44cbcdb163
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00233_00238_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00233_00238_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A steady stream of white flour cascades from a tilted metal bowl into a larger stainless steel mixing basin, landing next to a pile of granulated sugar, while a gloved hand steadies the container under bright kitchen lighting.",
+    "The overhead kitchen lights begin to flicker erratically, casting deepening shadows across the stainless steel bowl as the steady stream of flour continues to pour, causing the white powder and sugar to lose their brightness and desaturate.",
+    "The scene plunges into near-total darkness as the lights completely fail, leaving only faint, indistinct outlines of the metal bowl and the settling mound of flour barely visible in the gloom.",
+    "The overhead lights sputter and begin to return, gradually illuminating the interior of the large stainless steel bowl again, revealing the accumulated mound of white flour and sugar as visibility slowly restores.",
+    "The lighting fully recovers to its original brightness, clearly revealing the final state: a large stainless steel mixing bowl containing a settled, combined mound of white flour and granulated sugar at the bottom, with the pouring action complete."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00233_00238_occlusion/sample.json b/MBench-V-new/samples/causal/a00233_00238_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..03fc3612ed8895d17042dcb3c63244e7243b927d
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00233_00238_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00233_00238_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "Fine white flour and granulated sugar cascade from a tilted stainless steel bowl into a larger mixing basin, creating a dusty cloud, while a gloved hand grips the rim at the bottom right.",
+    "A chef's arm wearing a white glove enters from the right, sweeping across the foreground and partially blocking the view of the white flour and sugar cascading into the metal bowl.",
+    "The white-gloved arm and sleeve completely cover the center of the shot, obscuring the stainless steel bowl and the falling ingredients, filling the frame with the texture of the white material.",
+    "The arm retracts to the right, widening the view to reveal the stainless steel bowl again, where the stream of flour has ceased and a pile of ingredients is becoming visible.",
+    "The arm has fully left the frame, leaving a clear view of the large stainless steel mixing bowl containing a settled, static mound of white flour and sugar mixture at the bottom."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00233_00922_camera/sample.json b/MBench-V-new/samples/causal/a00233_00922_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..169cae6d0dc6438729bd3485c8d30aed5574d54e
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00233_00922_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00233_00922_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Flour is being poured from a blue measuring cup into a metal sieve placed over a bowl, with fine particles falling through the mesh and accumulating below.",
+    "The camera orbits clockwise around the sifting setup, capturing the blue measuring cup tipping flour into the metal sieve as fine particles cascade through the mesh and collect in the bowl below, with a stainless steel countertop and scattered kitchen tools visible in the background.",
+    "The camera continues its clockwise orbit, moving beyond the original action area to reveal a clean section of the industrial kitchen counter, where a stack of wooden cutting boards and a yellow-labeled container rest under bright overhead lighting, with no trace of the flour or sieve in frame.",
+    "The camera begins a counterclockwise orbit, gliding past the edge of the stainless steel sink and briefly showing a bottle of olive oil and a cloth-draped utensil rack before gradually shifting back toward the central workspace.",
+    "The camera completes its counterclockwise return, repositioning to show the metal sieve now filled with sifted flour, the blue measuring cup resting nearby, and the same well-lit kitchen environment as the original scene, with the sifting action fully re-established in view."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00237_00609_camera/sample.json b/MBench-V-new/samples/causal/a00237_00609_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..c3c17f5d24e551bedcfbd61ee6badc83698a2792
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00237_00609_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00237_00609_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A hand places wooden dominoes in a curved line, then a blue marble rolls down a multi-level wooden block structure and hits the first domino.",
+    "The camera arcs clockwise to shift its viewing angle, revealing the smooth white floor and the curved line of light wooden dominoes standing upright beside the block tower.",
+    "The camera continues to arc clockwise until the original setup is completely excluded, capturing only the blank expanse of the white table surface and the soft ambient reflections on the polished mat.",
+    "The camera arcs counterclockwise to start the return sequence, showing the empty workspace where gentle shadows stretch across the background and the far end of the domino path reappears on the right.",
+    "The camera finishes its counterclockwise arc to lock back onto the starting position, displaying the multi-level wooden block structure and the fully toppled domino chain resting on the white surface after the marble trigger."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00237_00609_dimming/sample.json b/MBench-V-new/samples/causal/a00237_00609_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..d8db8bdfc1296e78c1e03e5fe646c5752c9e92d1
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00237_00609_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00237_00609_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A hand carefully places a small wooden domino at the end of a curved line next to a complex tower of wooden blocks with drilled holes, illuminated by bright, steady indoor lighting.",
+    "The ambient lighting suddenly begins to flicker and dim, causing the shadows around the base of the wooden block tower and the line of dominoes to deepen and lengthen rapidly.",
+    "The scene is plunged into heavy darkness, rendering the wooden block structure and the row of dominoes almost invisible, with only faint outlines distinguishable in the low light.",
+    "The lights flicker back to life, gradually illuminating the scene again as a blue marble speeds down the wooden ramps and impacts the first standing domino in the line.",
+    "The lighting fully recovers to clearly show a blue marble resting near the base of the wooden block structure while the curved row of wooden dominoes is toppling over in a chain reaction."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00237_00609_occlusion/sample.json b/MBench-V-new/samples/causal/a00237_00609_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..444f9bd2647c948e880e76ed70f3b76418a47c69
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00237_00609_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00237_00609_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A hand carefully places the final wooden domino at the end of a curved line extending from a tall tower of light brown wooden blocks with carved tracks, set against a white foam mat background.",
+    "An orange tabby cat walks into the frame from the right side, its furry body beginning to obscure the view of the hand and the newly placed domino near the white mat.",
+    "The orange tabby cat completely fills the frame, its thick fur and body hiding the wooden block tower and the domino line, leaving only the cat's moving form visible against the bright lighting.",
+    "The orange tabby cat continues walking toward the left edge, slowly revealing the wooden structure and the dominoes which have started to topple over as a blue marble rests near the base.",
+    "With the cat fully out of the frame, the scene shows a blue marble resting near the base of the wooden block structure while the curved row of wooden dominoes continues toppling over in a chain reaction."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00237_00717_camera/sample.json b/MBench-V-new/samples/causal/a00237_00717_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..85905ec310d2154304bfd19dbc59fbcdb560f8a7
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00237_00717_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00237_00717_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A red and white ceramic object falls onto the rotating metal teeth of a shredder. The blades catch and crush the item, tearing it into small fragments that are pulled downward.",
+    "The camera pans left, and the frame shifts away from the crushing mechanism to capture the sunlit grass and thick oak bark beside the blue housing.",
+    "The camera continues panning left, and the view now displays only the dappled forest floor and scattered leaves while the original shredder area remains completely out of sight.",
+    "The camera pans right, and the scenery returns to show the edge of the bright blue container alongside patches of dry soil and green turf.",
+    "The camera finishes panning right, and the shot re-centers on the open hopper to clearly display the stationary steel teeth and remaining white ceramic fragments inside the blue frame."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00237_00717_dimming/sample.json b/MBench-V-new/samples/causal/a00237_00717_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..85231e543c70ce9fd4383d393d9ac4334d1108be
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00237_00717_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00237_00717_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A glossy red and white ceramic object tumbles rapidly toward the rotating metal teeth of an industrial shredder set against a blue metal wall, clearly illuminated by bright overhead artificial lighting that reflects off the smooth surface.",
+    "As the ceramic object hits the blades, the overhead industrial lights suddenly flicker and begin to dim, casting deep shadows over the metal teeth and causing the vibrant red colors to desaturate quickly.",
+    "The scene plunges into near-total darkness as the lights switch off completely, leaving only faint, barely visible outlines of the shredder's heavy metal gears in the gloom while the crushing action continues unseen.",
+    "The overhead lights flicker back to life, gradually restoring bright illumination to the blue wall and the shredder mechanism, revealing the heavy metal teeth continuing their relentless rotation as full visibility returns.",
+    "With lighting fully recovered, the camera clearly shows the red polka-dotted object completely shredded into small white and red fragments that are rapidly disappearing between the rotating metal blades of the industrial machine."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00237_00717_occlusion/sample.json b/MBench-V-new/samples/causal/a00237_00717_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..1f7babe12e3c5351e35caab1d04430384092e11a
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00237_00717_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00237_00717_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A glossy red and white ceramic object tumbles rapidly toward the rotating metal teeth of an industrial shredder, set against a backdrop of bright blue painted metal walls.",
+    "A heavy, translucent blue plastic safety flap swings down from the upper right edge of the frame, beginning to obscure the view of the crushing blades and the falling ceramic item.",
+    "The thick blue plastic sheet completely dominates the foreground, rippling slightly as it fully blocks the camera's view of the shredder mechanism and the disintegrating item behind it.",
+    "The heavy blue safety flap slowly lifts and sways back toward the upper frame, gradually revealing the sharp interlocking metal teeth and the scattered remnants of the destruction process underneath.",
+    "The plastic curtain has fully retracted out of view, leaving a clear shot of the shredder blades where the red polka-dotted object has been completely pulverized into small white and red fragments disappearing between the rotating metal teeth."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00238_00133_camera/sample.json b/MBench-V-new/samples/causal/a00238_00133_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..99e546343ec8da1fbfb006d7e3f53194628e2663
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00238_00133_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00238_00133_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Glass marbles roll along carved wooden tracks, dropping into curved channels and striking a pivoting wooden hammer that swings back and forth.",
+    "The camera smoothly cranes downward while maintaining a perfectly level horizon, gradually shifting the visual focus away from the upper rolling assembly toward the foundational timber supports of the marble run; this deliberate vertical descent reveals the intricate joinery of the light-colored pine base where polished glass marbles with swirling blue and green cores rest momentarily in carved wooden recesses before continuing their kinetic journey under soft diffused daylight that highlights subtle grain patterns and precise router marks along every track edge while emphasizing the careful craftsmanship involved in constructing this mechanical toy that rests securely upon the slatted workbench, where the natural amber tones of the hardwood provide a warm contrast to the cool translucence of the rolling spheres as they navigate the carefully calibrated slopes designed to maintain consistent velocity throughout the entire course.",
+    "The camera continues its controlled crane down motion, steadily descending past the midpoint of the support structure until the upper marble tracks and swinging hammer mechanism completely disappear beyond the top edge of the frame; this fully displaced viewpoint isolates the interlocking wooden blocks that form the stable foundation along with scattered wood shavings and fine sawdust resting on the warm-toned slatted surface while natural ambient light casts soft shadows across the dovetail-style connections to reveal the precise alignment of vertical posts and horizontal rails that quietly distribute the structural load, creating a grounded composition that emphasizes the raw materiality and unadorned beauty of the construction process without any distracting kinetic elements to draw the eye away from the sturdy craftsmanship.",
+    "The camera reverses its trajectory with a smooth crane up motion, steadily rising from the foundational base toward the midsection of the wooden apparatus while keeping the lens perfectly level; this initial phase of the return movement gradually brings back into view the lower curved transition channels and the precisely routed grooves where the glass marbles accelerate before launching toward the impact zone under consistent overhead lighting that accentuates the clean geometric lines of the vertical support columns and the metallic pivot pin embedded in the swinging hammer arm, reorienting the viewer toward the central mechanism while carefully tracing the path of the marbles as they prepare to trigger the next cycle of kinetic energy transfer through the handcrafted assembly.",
+    "The camera completes its upward crane motion, returning to the exact original elevation and perfectly re-establishing the full operational view of the marble run system; this final shot restores the complete kinetic scene where the carved wooden tracks guide the translucent blue and green glass marbles into the curved catch basin to precisely strike the pivoting wooden hammer and set it into a rhythmic back-and-forth swing under bright natural illumination that emphasizes the smooth finish of the router-cut channels and the subtle wear marks on the impact block, clearly displaying the harmonious interaction between the rolling spheres and the handcrafted wooden mechanism exactly as it appeared before the camera departure while the surrounding slatted background remains softly out of focus."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00238_00133_dimming/sample.json b/MBench-V-new/samples/causal/a00238_00133_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..1fdd9b4867f37c98d204512b500fa32e71b42d4d
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00238_00133_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00238_00133_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A close-up static shot of a light-colored wooden marble run featuring carved tracks and curved channels, where a glass marble begins rolling along the upper track under bright, steady illumination.",
+    "The overhead workshop lights begin to flicker and dim, causing the shadows within the carved wooden channels to deepen significantly and the warm tones of the wood grain to desaturate.",
+    "The scene plunges into near-total darkness as the lights switch off completely, leaving only the faint, shadowy silhouette of the wooden track structure barely visible against the black background.",
+    "The overhead lights flicker back on, gradually restoring visibility to the wooden structure as the heavy shadows recede and the natural pale color of the timber returns to the frame.",
+    "With the lighting fully restored to its original brightness, the camera clearly shows a blue marble resting securely inside a carved circular hole in a wooden block on the left side of the stationary track."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00238_00133_occlusion/sample.json b/MBench-V-new/samples/causal/a00238_00133_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..3349c5aee64240d7065eb91e9281efab2236bc15
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00238_00133_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00238_00133_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "Clear glass marbles roll smoothly along the pale pine wood tracks, gathering speed as they descend the parallel grooves toward the intricate pivoting wooden hammer mechanism situated in the foreground.",
+    "A person's arm, clad in a thick white knitted sweater sleeve, enters from the right side of the frame, slowly obscuring the view of the wooden hammer and the rolling marbles.",
+    "The white sweater sleeve completely fills the frame, blocking out the detailed wood grain and the marbles entirely, leaving only the soft texture of the knitted fabric visible against the bright indoor lighting.",
+    "The arm begins to retract back toward the right edge, slowly revealing the stationary wooden tracks and the carved channels underneath as the fabric moves out of the way.",
+    "With the arm fully gone, the camera reveals a single blue marble resting securely inside a carved circular hole in the wooden block on the left, while the rest of the track remains still."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00238_00697_camera/sample.json b/MBench-V-new/samples/causal/a00238_00697_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..68bba608c11a00916d5d059914f6678989bd1c95
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00238_00697_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00238_00697_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Colorful glass marbles roll down a red wooden ramp with raised blocks, bouncing off them and transitioning onto a wavy wooden track below, where they continue rolling through curved grooves.",
+    "The camera tracks right along the red wooden ramp, following the trajectory of the glass marbles as they bounce off the raised wooden blocks and transition onto the wavy track below, revealing the smooth grain of the light-colored wood and the reflective surfaces of the marbles under bright indoor lighting.",
+    "The camera continues tracking right, moving beyond the edge of the wooden structure so that only the white wall and a sliver of the support beam remain visible, with no trace of the marbles or track in frame, emphasizing the clean, minimalist background and the absence of mechanical motion.",
+    "The camera tracks left across the scene, gliding past the empty space where the marble track once dominated, capturing the texture of the wooden supports and the subtle shadows cast by the overhead light as it reapproaches the original setup.",
+    "The camera completes its leftward movement, repositioning to show the full view of the red ramp and wavy wooden track again, with the polished marbles rolling through the grooves and reflecting vibrant colors against the natural wood grain and neutral backdrop."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00238_01058_camera/sample.json b/MBench-V-new/samples/causal/a00238_01058_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..bde4a2029344b41c646cc88d51da0bc03cdecad5
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00238_01058_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00238_01058_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Colorful glass marbles roll rapidly down a wooden spiral track, spinning in concentric circles as they descend toward the center.",
+    "The camera tilts upward, revealing the top edge of the wooden spiral track and the colorful marbles tumbling along the outer curve, their glossy surfaces reflecting the bright overhead light as they navigate the first loop.",
+    "The camera continues its upward tilt, now focusing on the smooth white wall behind the structure, where only a sliver of the teal launcher block remains visible, while the entire spiral track and marbles have moved out of frame.",
+    "The camera tilts downward, gradually bringing into view the textured surface of the wooden table beneath the track, with scattered red and blue support pieces faintly visible in the periphery.",
+    "The camera completes its downward tilt, re-centering on the spiral track’s innermost coils where the final marbles converge toward the central hole, their vibrant colors contrasting against the natural wood grain under consistent studio lighting."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00257_00420_camera/sample.json b/MBench-V-new/samples/causal/a00257_00420_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..d7db34a2ee0614cef05d36106d35d9cc7f27644e
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00257_00420_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00257_00420_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Colorful marbles roll along a curved wooden track supported by blue blocks, navigating bends and passing through green ramps, with motion captured in continuous flow.",
+    "The camera arcs counterclockwise, revealing the curved wooden track supported by blue LEGO blocks and red soda cans in the background, as colorful marbles roll smoothly along the beige surface, passing through bright green ramps with momentum.",
+    "The camera continues its counterclockwise arc, now showing a distant view of the white floor and brown baseboard, where the track and marbles are entirely out of frame, leaving only the edge of a blue LEGO structure and ambient indoor lighting visible.",
+    "The camera begins a clockwise arc, gradually bringing into view the side of a red soda can and the lower portion of the blue support blocks, with soft shadows cast across the white tabletop beneath the structure.",
+    "The camera completes its clockwise arc, repositioning to clearly capture the full curved wooden track with marbles rolling past green ramps and blue LEGO supports, returning to the original scene composition with consistent lighting and spatial depth."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00257_00492_camera/sample.json b/MBench-V-new/samples/causal/a00257_00492_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..35aff444cf36f4f3514ef8da040a494eab8680af
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00257_00492_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00257_00492_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Colorful balls roll down a multi-level wooden track, navigating curves, loops, and ramps, with some bouncing off barriers and others spinning through a rotating wheel mechanism.",
+    "The camera arcs counterclockwise, smoothly gliding away from the wooden track as it captures the vibrant green and blue supports beneath a bright outdoor sky, revealing more of the surrounding concrete patio and grassy edge.",
+    "The camera continues its counterclockwise arc, now fully displaced from the original scene, showing only the distant corner of a park bench and a patch of sunlight-dappled pavement with no trace of the ball track in view.",
+    "The camera begins its clockwise arc, sweeping back toward the play area, passing over the weathered wooden slats of the table and catching glimpses of the orange launch ramp’s curved edge as it reorients.",
+    "The camera completes its clockwise return, settling directly above the intricate wooden ball track where colorful balls roll through loops and spin past the yellow rotating wheel under natural daylight."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00262_00548_camera/sample.json b/MBench-V-new/samples/causal/a00262_00548_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..80464d103afece2ad71679cb98160560d605c0ee
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00262_00548_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00262_00548_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Hands place colorful glass marbles one by one into the grooves of a curved wooden track, aligning them in a row along the ridged surface.",
+    "The camera orbits counterclockwise around the wooden track, revealing the smooth grain of the light-colored wood and the reflective surfaces of the colorful glass marbles aligned in the grooves. As it moves, the curvature of the track becomes more pronounced, emphasizing the precision of the ridged design and the way each marble rests snugly in its designated slot.",
+    "The camera continues its counterclockwise orbit, shifting focus away from the marbles and track to expose a plain white surface and the edge of a neutral-toned wall, where no part of the original action remains visible. The texture of the wood is now absent, replaced by clean geometric lines and soft ambient lighting that highlights the emptiness of the space.",
+    "The camera begins a clockwise orbit, gradually reintroducing the scene’s periphery as it sweeps past the white tabletop and the faint shadow cast by the wooden structure, bringing the edge of the curved track back into frame with subtle motion blur indicating re-entry.",
+    "The camera completes its clockwise return, settling on the full view of the wooden track with all five colorful marbles precisely aligned along the ridges, their glossy surfaces catching the light under consistent indoor illumination, restoring the original composition of the action scene."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00270_00023_camera/sample.json b/MBench-V-new/samples/causal/a00270_00023_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..6928cea731d70b4b7f2d9958b924a0ca269a9a19
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00270_00023_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00270_00023_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "An Uzbekistan Airways airplane lands on a wet runway, creating a large rooster tail of water spray as its wheels make contact and spoilers deploy on the wings.",
+    "The camera tilts upward as the aircraft makes initial contact with the ground; the frame captures the blue and white Uzbekistan Airways fuselage gliding just above the rain-slicked tarmac with a sudden burst of spray from the main landing gear.",
+    "The camera continues tilting upward until the landing strip completely vanishes from view; the shot displays only the dense overcast sky and the rusted upper sections of distant perimeter lighting towers against the heavy gray clouds.",
+    "The camera tilts downward to initiate the return sweep; the view reveals the dark boundary treeline and the amber glow of the approach path indicators emerging from the lower edge of the frame.",
+    "The camera completes its downward tilt to restore the original perspective; the frame clearly shows the Boeing 767-300ER rolling down the wet runway with its wing spoilers fully deployed and a massive rooster tail of water erupting behind the tires."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00270_00023_dimming/sample.json b/MBench-V-new/samples/causal/a00270_00023_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..b5daaa486b39f0b41356d08cc3ccee967a52dd23
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00270_00023_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00270_00023_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "The Uzbekistan Airways airplane, displaying a blue upper fuselage and green lower section, descends with landing gear extended, its large blue engine with a yellow logo clearly visible against the grey sky.",
+    "As the plane nears the runway, dense storm clouds rapidly gather overhead, causing the ambient light to dim significantly and casting deeper shadows beneath the extended wing flaps and landing gear.",
+    "The environment plunges into near-total darkness as the storm front blocks all light, rendering the white fuselage and wing structures almost invisible, with only the faint silhouette of the wheels remaining.",
+    "The oppressive cloud layer begins to break apart, allowing diffuse grey daylight to filter back through and gradually revealing the wet runway surface and the side of the aircraft's white fuselage.",
+    "The lighting fully returns to its original level, clearly showing the large airplane rolling away down the wet runway with wing spoilers deployed and water spraying from the tires as it slows."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00270_00023_occlusion/sample.json b/MBench-V-new/samples/causal/a00270_00023_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..6259703fb44276ee73fbc2d9fedc76d47035cdac
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00270_00023_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00270_00023_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "The large Uzbekistan Airways jet, featuring a white body with blue and green stripes and a blue engine nacelle, lowers its landing gear against a grey sky as it prepares to touch down on the wet runway.",
+    "A white airport maintenance truck with flashing amber lights enters from the left edge of the static frame, moving rightward and beginning to partially block the view of the aircraft's blue engine and extended landing gear.",
+    "The white maintenance truck continues its path across the foreground, completely filling the frame and fully obscuring the landing aircraft, leaving only the truck's side panels and moving wheels visible against the grey backdrop.",
+    "As the white maintenance truck exits towards the right edge of the frame, the view clears to reveal the airplane again, now firmly on the ground with spoilers deployed and water spraying from the tires.",
+    "The maintenance vehicle has fully left the frame, leaving a clear view of the large airplane rolling away down the wet runway, its wing spoilers fully deployed and tires kicking up a significant rooster tail of water spray."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00280_00363_camera/sample.json b/MBench-V-new/samples/causal/a00280_00363_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..3152bc506e7542d9c4aada3f284d3d84cda14636
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00280_00363_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00280_00363_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A skier descends rapidly down a steep, snow-covered mountain slope, navigating around scattered dark rocks while kicking up a large spray of white powder with each turn.",
+    "The camera begins a steady clockwise orbit around the mountain face, capturing the sunlit granite boulders and the trailing plume of fresh powder as the skier carves downward.",
+    "The camera continues the same clockwise arc, shifting the frame entirely away from the descent to reveal a distant, shadowed ridge line draped in wind-swept snowdrifts.",
+    "The camera initiates a counterclockwise orbit to reverse the trajectory, panning back across frost-covered scree fields and catching the sharp glint of sunlight on exposed rock faces.",
+    "The camera completes the counterclockwise return swing, realigning with the initial perspective to bring the steep snowy slope back into view where the skier navigates past scattered dark boulders."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00280_00363_dimming/sample.json b/MBench-V-new/samples/causal/a00280_00363_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..89da048b8daafc4e5dbd88e7a162057bce01f1ab
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00280_00363_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00280_00363_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A skier descends rapidly down the steep, snow-covered mountain slope, navigating around the scattered dark rocks while kicking up a large spray of white powder with each turn under bright sunlight.",
+    "As the skier continues their rapid descent, heavy storm clouds suddenly roll over the ridge, causing the bright sunlight to dim and shadows to deepen around the scattered dark rocks on the slope.",
+    "The scene plunges into near-total darkness as the storm clouds completely engulf the mountain, leaving the skier and the snow-covered terrain barely visible in the deep, gloomy shadows.",
+    "The heavy storm clouds begin to part, allowing sunlight to gradually return and illuminate the snowy slope once more, revealing the aftermath of the descent near the scattered dark rocks.",
+    "The lighting has fully recovered to reveal a person lying on their back in the snow with limbs splayed, surrounded by a spray of powder near the scattered dark rocks where the descent ended."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00280_00363_occlusion/sample.json b/MBench-V-new/samples/causal/a00280_00363_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..54a7f31e3cc973348488666b0d3812e2255170b4
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00280_00363_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00280_00363_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A skier descends rapidly down the steep, sunlit snow slope, navigating around the scattered dark rocks on the left while kicking up a large spray of white powder with each turn.",
+    "A large bird of prey swoops into the frame from the right edge, its dark wings beginning to obscure the view of the skier carving through the snow near the rocky outcrops.",
+    "The bird's massive wingspan completely fills the foreground, blurring the scene with feathers and blocking the view of the snowy mountain entirely as it passes extremely close to the static camera lens.",
+    "The bird exits the frame to the left, its wings moving out of view to gradually reveal the bright white snow and the dark rocks of the mountain slope as the scene clears.",
+    "The bird is fully gone, revealing a person lying on their back in the snow with limbs splayed, surrounded by a spray of powder near the scattered rocks where the descent ended."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00284_00243_camera/sample.json b/MBench-V-new/samples/causal/a00284_00243_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..5d157975346d0faeca754ec9f862989d799ca8e3
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00284_00243_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00284_00243_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A person uses a shovel to transfer soil from a red wheelbarrow into metal mesh planters, scooping and lifting the dirt repeatedly with controlled motion.",
+    "The camera arcs counterclockwise, gradually revealing the side of the red wheelbarrow and the edge of a weathered concrete floor, where a pink-labeled paint bucket rests near a metal-framed shelf. The shovel’s wooden handle glints in natural daylight as it lifts soil from the wheelbarrow, while the mesh planters begin to fill with dark earth. The motion sweeps past the person’s bare foot in a yellow flip-flop, emphasizing the manual effort involved.",
+    "The camera continues its counterclockwise arc, now fully displaced from the original scene, showing only the back wall of a gray storage unit and a partially visible corrugated metal door. The wheelbarrow, shovel, and planters are no longer in frame; instead, the focus shifts to scattered debris on the ground and a rusted hose coiled near a drainage grate under dim ambient light.",
+    "The camera arcs clockwise, sweeping across the wet concrete surface where faint water stains reflect overhead light, then passes by the corner of a white-painted wall and a stack of cardboard boxes. A glimpse of the pink paint bucket reappears in the periphery as the movement reverses course, hinting at the return toward the central activity zone.",
+    "The camera completes its clockwise arc, re-establishing the original action area with the red wheelbarrow centered in view, the shovel mid-scoop, and the metal mesh planters now nearly full of rich brown soil. The person’s feet in yellow flip-flops remain visible, grounding the scene in continuity, while sunlight highlights dust particles rising from the freshly moved earth."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00318_00064_camera/sample.json b/MBench-V-new/samples/causal/a00318_00064_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..1c826dbafd2ad30b08f745e2ffa447c2be3d6920
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00318_00064_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00318_00064_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A pineapple perched on a dirt mound suddenly detonates, violently launching its yellow chunks, green spiky leaves, and brown rind fragments high into the air amidst a cloud of white smoke and debris.",
+    "The camera initiates a steady lateral tracking right motion along the sun-bleached ridge, and the frame prominently features the sudden violent detonation of the pineapple positioned atop the compacted earthen mound as dense clouds of white vapor erupt alongside scattered yellow fruit chunks, sharp green crown leaves, and torn brown rind fragments that arc high into the brilliant azure sky. Maintaining a consistent horizontal velocity past the dry scrub brush in the foreground, the shot preserves sharp focus on the turbulent debris field so that viewers can clearly observe the chaotic dispersion of organic matter against the pale dirt surface, with the harsh midday illumination casting crisp shadows across the uneven terrain and highlighting the fine particulate matter that drifts steadily through the clear atmospheric conditions, emphasizing the stark contrast between the explosive botanical aftermath and the serene natural backdrop.",
+    "The camera continues its uninterrupted tracking right movement across the arid landscape, and the frame reveals a completely displaced section of the hillside where the original explosion site has fully exited the composition and only distant dry grasses, weathered soil patches, and a fading trail of white smoke drifting along the horizon remain visible. Gliding smoothly past a cluster of brittle desert shrubs that sway gently in the warm breeze, the lens captures the quiet aftermath of the event as scattered yellow debris and torn green foliage begin to settle onto the rugged terrain far behind the current viewpoint, with the bright overhead sunlight illuminating the undulating earth tones and creating soft gradients across the open sky that now dominates the upper portion of the shot without any trace of the initial detonation zone.",
+    "The camera begins a deliberate tracking left movement to reverse its previous trajectory, and the frame gradually reintroduces the outer edges of the impact zone where lingering plumes of white smoke drift downward over the uneven dirt surface and scattered pineapple fragments rest among the dry vegetation. Shifting its lateral path back toward the central ridge, the lens maintains a steady pace that allows the viewer to witness the settling debris field as torn brown rind pieces and yellow fruit chunks become more densely concentrated near the original blast location, with the clear blue atmosphere providing a vivid backdrop that contrasts sharply against the pale earth tones and the remaining airborne particulate matter that continues to drift slowly across the sunlit hillside.",
+    "The camera completes its coordinated tracking left movement to fully recenter the composition, and the frame clearly re-establishes the original action area by revealing the battered dirt mound once again alongside the residual cloud of white smoke and the widely scattered pineapple remnants that now litter the peak and surrounding slopes. Holding its final position with a steady horizontal orientation, the shot captures the quiet aftermath of the detonation as torn green leaves, yellow fruit pulp, and brown rind fragments rest motionless against the reddish-brown soil, with the bright midday sunlight casting defined shadows across the disrupted terrain and illuminating the clear azure sky above the now still hillside that mirrors the initial setup but displays the transformed state of the once intact fruit."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00318_00064_dimming/sample.json b/MBench-V-new/samples/causal/a00318_00064_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..772fb652fea200029137a5ee47d0bf87386d04a0
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00318_00064_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00318_00064_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A pineapple sits perched on the peak of a rough, brown dirt mound surrounded by dry scrub brush, under a bright blue sky with soft white clouds.",
+    "Dark, heavy storm clouds rapidly roll in from the sides, blocking the sun and causing the lighting on the dirt mound and pineapple to dim significantly while shadows deepen.",
+    "The scene is plunged into near darkness as thick clouds completely obscure the sky, leaving the brown dirt mound and pineapple as barely visible silhouettes in the gloom.",
+    "The heavy clouds begin to break and move away, allowing sunlight to return and gradually brighten the scene, revealing the textured earth of the mound once more.",
+    "The lighting fully recovers to bright daylight, showing scattered yellow fruit chunks and green leaves drifting through the air above the brown dirt mound after the pineapple has exploded."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00318_00064_occlusion/sample.json b/MBench-V-new/samples/causal/a00318_00064_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..6ba2bdbc44db572a58c9a23b69dcd0818a0c6e95
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00318_00064_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00318_00064_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "Under a bright blue sky with wispy clouds, a whole pineapple sits atop a rugged, reddish-brown dirt mound surrounded by dry scrub brush, just as it suddenly bursts apart in a violent explosion of yellow fruit and green leaves.",
+    "As the pineapple detonates, sending debris upward, a large, dark bird swoops extremely close to the camera lens from the left side, its outstretched wing beginning to obscure the rising cloud of smoke and fruit chunks.",
+    "The bird's body and feathers completely fill the frame, blocking out the blue sky and the dirt mound entirely, creating a momentary blur of dark plumage that hides the ongoing explosion.",
+    "The bird continues its flight path across the frame, its tail feathers sliding out of view to the right, gradually revealing the aftermath of the blast on the mound below through the widening gap.",
+    "With the bird fully gone, the camera reveals the scattered yellow fruit chunks and green spiky leaves drifting through the air above the brown dirt mound, suspended in the wake of the explosion."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00325_00018_camera/sample.json b/MBench-V-new/samples/causal/a00325_00018_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..3fd62669c342c34b559814cfb30fb45dbb07e8b1
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00325_00018_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00325_00018_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Milk streaming into a cup of coffee, creating ripples and bubbles on the surface as it mixes with the dark liquid.",
+    "The camera pans left, revealing the smooth cascade of milk as it flows into the rich, amber coffee, creating delicate ripples and tiny bubbles on the surface.",
+    "The camera continues panning left, now capturing only the edge of the cup’s rim and a blurred streak of light reflecting off the ceramic surface, with no trace of the milk or coffee visible.",
+    "The camera pans right, gliding past the warm-toned wooden table and catching a soft shadow cast by the cup's handle before slowly re-entering the frame.",
+    "The camera completes its rightward pan, settling on the full view of the coffee cup where milk has fully blended into the dark liquid, forming a uniform golden swirl with gentle foam at the top."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00327_00223_camera/sample.json b/MBench-V-new/samples/causal/a00327_00223_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..a29aaa4ead521b55a6294713856732738a3a57e0
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00327_00223_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00327_00223_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A car tire rolls forward, sequentially crushing a row of colorful balloons lined up underneath the vehicle, causing them to burst and splash water across the pavement.",
+    "The camera tilts downward, shifting the focus from the side of the vehicle to the ground level, clearly framing the row of colorful balloons, specifically the blue and light blue ones, resting on the wet paving stones near the car's rear tire.",
+    "The camera continues its downward tilt, pushing the view further down until the car and the entire line of balloons slide out of the frame, leaving only the textured beige tiles and a patch of green vegetation at the driveway's edge in sight.",
+    "The camera begins to tilt upward, reversing the previous motion to slowly bring the lower section of the car back into the frame, revealing the wet sheen on the pavement where water has started to accumulate.",
+    "The camera completes the upward tilt to re-establish the original viewpoint, clearly showing the aftermath with the car tire now positioned over the popped remnants of the orange, red, and purple balloons scattered across the wet ground."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00327_00223_dimming/sample.json b/MBench-V-new/samples/causal/a00327_00223_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..58ccc5d088fd99afbaa2a05f632a9b6efa683bf1
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00327_00223_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00327_00223_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A black car tire begins to roll forward, pressing against the first blue water balloon in a long line of colorful spheres arranged on wet, beige tiled pavement.",
+    "As the tire moves past the blue balloon towards the orange one, sudden heavy storm clouds block the sun, causing the scene to rapidly darken and colors to desaturate.",
+    "The environment is plunged into deep shadow, making the car's undercarriage and the line of balloons almost invisible, with only faint silhouettes remaining against the darkened, wet ground.",
+    "Sunlight begins to break through the clouds, restoring visibility to the driveway and highlighting the water splashes on the tiles as the car continues its forward motion.",
+    "The lighting is fully bright again, clearly showing the wet pavement littered with colorful rubber scraps, while four intact water balloons in blue, light blue, orange, and red lie scattered separately across the tiles."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00327_00223_occlusion/sample.json b/MBench-V-new/samples/causal/a00327_00223_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..0b0cedf1c322fa65d7cc7761a7e07658d1aeb502
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00327_00223_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00327_00223_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A black car tire rests on wet stone tiles next to a deep blue water balloon, beginning a slow roll forward over a long line of colorful spheres including orange, yellow, and green that stretch toward the rear wheel.",
+    "Just as the tire begins to compress the first blue balloon, a person wearing blue jeans and white sneakers walks into the frame from the right side, their legs partially blocking the view of the colorful line of balloons extending under the car.",
+    "The person continues walking across the foreground, their legs and lower body now completely obscuring the car tire and the line of balloons, filling the frame with the movement of denim fabric and blocking the view of the crushing action.",
+    "The person's legs move toward the left edge of the frame, gradually revealing the scene underneath the car again as the gap widens, showing glimpses of the wet pavement and the aftermath of the tire's movement over the tiles.",
+    "With the pedestrian fully out of the frame, the camera reveals the wet pavement littered with colorful rubber scraps from the burst balloons, while four intact water balloons in blue, light blue, orange, and red lie scattered separately across the stone tiles."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00327_00364_camera/sample.json b/MBench-V-new/samples/causal/a00327_00364_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..96fda538269ca1a9513ff32b58b21adaf34a8805
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00327_00364_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00327_00364_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A rally car speeds across a dusty terrain, kicking up a massive cloud of brown dust as it navigates a sharp turn, its body tilting slightly with the motion.",
+    "The camera cranes upward, lifting steadily above the dusty terrain as the rally car’s red-and-blue livery flashes beneath a thick plume of brown dust, its rear tires kicking up debris across the dry, grassy expanse.",
+    "The camera continues its ascent, now soaring high above the landscape where only faint traces of tire tracks remain visible on the sun-baked earth, with distant orange markers and rolling hills filling the frame below.",
+    "The camera begins descending, gliding downward through the hazy air toward the rugged ground, capturing the shifting patterns of shadow and light across the uneven dirt track beneath.",
+    "The camera settles back into its original position, framing the rally car mid-turn as it powers through the dusty course, the vehicle’s sleek form slicing through the air with the same cloud of brown dust trailing behind."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00327_00512_camera/sample.json b/MBench-V-new/samples/causal/a00327_00512_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..abde9d245476af05d8ccef6becaacec8517ad8d1
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00327_00512_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00327_00512_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Car tire rolls over a row of colorful water-filled balloons, compressing and bursting them sequentially, releasing streams of colored water onto the concrete surface.",
+    "The camera tracks left, following the tire’s forward motion as it rolls over the red water balloon, compressing it and releasing a burst of crimson liquid onto the wet concrete. The silver rim glints under natural daylight, while droplets scatter across the textured pavement.",
+    "The camera continues tracking left, now showing only the damp ground where the balloons once lay, with streaks of orange and yellow residue fading into the grime. A puddle reflects the sky, and no part of the car or balloons remains in frame.",
+    "The camera tracks right, moving past the lingering traces of colored water on the concrete, capturing the edge of the tire’s shadow and the scattered remnants of green and purple balloon fragments. Sunlight hits the wet surface, creating shimmering reflections.",
+    "The camera tracks right to reframe the original scene, revealing the final state: the row of partially burst balloons lying flat, their colors smeared across the concrete, with the tire still resting above the last intact ones."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00328_01916_camera/sample.json b/MBench-V-new/samples/causal/a00328_01916_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..241bf3b5a468ea187387ac07b293e49c9c054f6d
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00328_01916_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00328_01916_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A black and blue race car drifts sharply around a curve, tires screeching as thick white smoke billows from the rear, kicking up dust on the asphalt track.",
+    "The camera pans left, following the trail of white smoke as it drifts across the sunlit asphalt, capturing the blurred edge of the guardrail and a cluster of spectators in the background.",
+    "The camera continues panning left, now showing an open expanse of dry grassland beyond the track boundary, with distant hills under a hazy blue sky—no trace of the drifting car remains in frame.",
+    "The camera pans right, sweeping past a red-and-white traffic cone and a faded blue banner fluttering in the wind, revealing a section of empty tarmac near the curve’s exit.",
+    "The camera completes its pan right, recentering on the black and blue race car as it exits the turn, tires still spewing smoke, with the dusty track and crowd barrier now clearly visible again."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00361_00060_camera/sample.json b/MBench-V-new/samples/causal/a00361_00060_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..2837368b82686d1f5ddd6f941653bfd8a0945de9
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00361_00060_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00361_00060_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A person descends a powerful waterfall, arms outstretched, navigating through cascading water and mist, as the force of the falling water surrounds them.",
+    "The camera pans right, revealing the sheer rock face beside the cascading waterfall as mist clings to its surface and sunlight fractures through the spray, illuminating droplets suspended in midair.",
+    "The camera continues panning right, now showing only the turbulent river below where foam churns against dark stones, with no trace of the falling figure or waterfall’s edge remaining in frame.",
+    "The camera pans left, capturing the frothy water's edge where waves lap against moss-covered rocks beneath a dim sky, gradually reintroducing the base of the waterfall into view.",
+    "The camera completes its pan left, re-establishing the full cascade with the churning pool below and the silhouette of the person now submerged in the mist-laden plunge, water roaring around them."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00364_01737_camera/sample.json b/MBench-V-new/samples/causal/a00364_01737_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..e6159786991bdd8bed731cd438a1488075796669
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00364_01737_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00364_01737_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Numerous white, oblong pills fall rapidly onto a dark green surface, tumbling and bouncing off each other as they scatter across the frame.",
+    "The camera begins a deliberate and steady crane up motion, ascending vertically from its original low-angle setup as the motorized rig smoothly elevates the lens higher into the studio ceiling structure, gradually increasing altitude while keeping the optical axis perfectly parallel to the floor below, ensuring the mechanical transition remains fluid and free of sudden jerks or lateral drift; visible within the slowly receding frame are the scattered white oblong pills resting on the dark green acrylic surface, their uniform shapes catching the cool directional lighting as they lie in disorganized clusters across the reflective material, creating a stark visual contrast between the bright medication and the deep emerald background while tiny ambient dust motes drift through the illuminated space, revealing scattered fragments and microscopic imperfections on the glossy tabletop that catch the ambient glow as the perspective shifts upward.",
+    "The camera continues its consistent crane up trajectory, climbing steadily higher as the hydraulic mount extends further into the overhead rigging, maintaining a smooth vertical pace that systematically distances the viewpoint from the initial staging zone while preserving a perfectly level horizon throughout the extended ascent, with the servo motors humming quietly to guarantee a frictionless rise that avoids any rotational sway or focal instability; visible within the completely displaced frame are the upper studio trusses and heavy black lighting grids suspended from the ceiling, their industrial metal frameworks casting long geometric shadows against the matte white backdrop as the lens captures only the elevated architectural elements and distant ventilation ducts, completely excluding the original tabletop area from sight while highlighting the stark contrast between the suspended equipment and the empty atmospheric space above.",
+    "The camera initiates a controlled crane down motion, descending smoothly from its elevated position as the motorized lift lowers the entire optical assembly back toward the primary staging level, gradually reducing altitude while keeping the lens perfectly stabilized to prevent any unwanted oscillation or focal hunting during the vertical drop; visible within the slowly returning frame are the upper edges of the dark green acrylic surface and the blurred periphery of scattered white oblong pills, their matte textures gradually coming back into focus as the descending viewpoint reintroduces the glossy emerald backdrop and catches the cool directional lighting that reflects off the curved pharmaceutical shapes, hinting at the original composition without yet fully revealing the complete arrangement, while faint ambient haze lingers in the air to soften the hard edges of the studio rigging above.",
+    "The camera completes its final crane down movement, settling precisely back into the original low-angle position as the hydraulic system halts the descent, locking the lens securely at the initial focal height to guarantee a seamless visual return that matches the starting composition without any lateral offset or framing drift, with the internal gimbal making micro-adjustments to ensure absolute stillness once the mechanical travel reaches its designated endpoint; visible within the fully re-established frame are the numerous white oblong pills scattered across the dark green polished surface, their matte textures resting in a chaotic yet static arrangement as the overhead studio lights cast soft, elongated shadows across the glossy emerald backdrop, clearly displaying the complete pharmaceutical spread and confirming that the main scene has been successfully restored to its original viewing perspective."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00364_01737_dimming/sample.json b/MBench-V-new/samples/causal/a00364_01737_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..3abb2b288deefbcbe03c14756128628b5ebb4eed
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00364_01737_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00364_01737_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "Numerous white, oblong pills fall rapidly onto a dark green surface, tumbling and bouncing off each other as they scatter across the frame under bright, focused illumination that highlights their smooth texture.",
+    "The overhead studio lights begin to flicker and dim significantly, causing the bright highlights on the tumbling pills to dull and the surrounding shadows to deepen as the scene starts to fade into gray.",
+    "The illumination cuts out completely, plunging the area into near-total darkness where the falling pills are barely visible as faint, ghostly shapes against the black void, their motion obscured by the lack of light.",
+    "The artificial lighting begins to return, gradually brightening the frame and revealing the scattered white pills once again as they settle onto the textured dark green surface below, regaining their stark contrast against the shadows.",
+    "The lighting fully recovers to its original intensity, clearly displaying the final physical state where white oblong pills are scattered across a dark green surface, lying in a random, dispersed pattern after falling."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00364_01737_occlusion/sample.json b/MBench-V-new/samples/causal/a00364_01737_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..4155719f8214cc3df55e3633be2d965c9fdfc782
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00364_01737_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00364_01737_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "Numerous white, oblong pills tumble through the air against a stark black background, beginning to land on a textured dark green surface, illuminated by a soft, dramatic light that highlights their smooth, chalky texture as they bounce.",
+    "As the white pills continue to scatter and bounce across the dark green surface, the bottom rim of a white plastic pill bottle enters from the upper right corner, partially obscuring the falling medication and casting a soft shadow over the tumbling objects.",
+    "The white plastic pill bottle moves fully into the center of the frame, completely blocking the view of the dark green surface and the scattered pills, its smooth, curved white surface reflecting the light and dominating the entire visual field.",
+    "The white plastic pill bottle begins to slide out of the frame towards the top right, revealing the dark green surface underneath and the chaotic arrangement of white oblong pills that have settled into a dispersed pattern.",
+    "With the white plastic pill bottle now completely gone from the view, the camera clearly shows the final state where numerous white oblong pills lie scattered across the dark green surface in a random, dispersed pattern, resting quietly after their rapid descent."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00370_00918_camera/sample.json b/MBench-V-new/samples/causal/a00370_00918_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..11ebbe9dc0b2e654191d20e992e19fe61895ed9a
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00370_00918_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00370_00918_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A curler in a red and black uniform crouches low, pushing a curling stone forward with intense focus, while two teammates stand nearby holding brooms, ready to sweep the ice as the stone glides toward the target.",
+    "The camera arcs counterclockwise, gliding smoothly past the red and black curling stones resting near the hog line, capturing the polished ice surface reflecting overhead arena lights as it moves away from the delivery zone.",
+    "The camera continues its counterclockwise arc, now positioned beyond the side boards where the blue padded wall and sponsorship banners for \"Mercure Perth Masters\" dominate the frame, with no trace of the curler or stone visible in the shot.",
+    "The camera begins a clockwise arc, sweeping across the empty spectator seating area lined with dark blue fabric and metal railings, passing by a digital scoreboard showing \"DE CRUZ\" and \"MUIRHEAD\" before turning toward the rink.",
+    "The camera completes its clockwise arc, repositioning to face the center of the ice sheet where the curler in the red and black uniform is now crouched low, releasing the stone with intense focus, while teammates stand ready with brooms near the house."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00386_00350_camera/sample.json b/MBench-V-new/samples/causal/a00386_00350_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..b1263c1679cbe3d322199e75d6e04787529cf4aa
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00386_00350_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00386_00350_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A hammer repeatedly strikes a small, curved piece of copper metal held against the edge of a steel anvil, delivering forceful blows to shape the material.",
+    "The camera initiates a deliberate counterclockwise arc that smoothly rotates the viewpoint away from the central hammering action, tracking a wide circular trajectory around the massive steel anvil while the artisan’s soot-stained hand maintains a firm grip on the delicate copper strip against the hardened metal surface; this continuous pivoting motion steadily expands the visual field to encompass the surrounding workspace, clearly displaying a heavily marked wooden benchtop covered in fine metallic dust, several lengths of raw copper tubing arranged in loose spirals, a collection of weathered measuring calipers resting beside a rolled blueprint, and the soft, directional wash of a single workshop lamp that paints stark, moving shadows across the worn leather apron, scattered pliers, and various metalworking tools resting in quiet disarray throughout the dimly lit room.",
+    "The camera maintains its steady counterclockwise rotation, carrying the viewpoint further along the circular path until the anvil, hammer, and copper fragment entirely vanish beyond the left edge of the frame; this displaced perspective now captures a quiet storage alcove illuminated by the pale, diffused light of a high factory window, clearly showing a row of rusted metal lockers, a heavy bench vise bolted to a splintered worktable, shelves lined with glass jars containing sorted screws and rivets, and the faint shimmer of airborne dust motes drifting through the cool air above stacked wooden crates and folded canvas tarps, emphasizing the stark contrast between the active forging zone and this dormant section of the facility.",
+    "The camera begins a controlled clockwise arc that reverses the previous trajectory, sweeping back toward the center of the room while the workshop’s ambient lighting shifts subtly across the frame; this returning motion gradually reintroduces the periphery of the active workspace, bringing into view the edge of the oil-stained workbench, a cluster of hardened steel punches laid out in precise order, a worn grinding wheel mounted on the wall, and the warm glow of the pendant lamp that begins to illuminate the craftsman’s forearms as they re-enter the composition from the right side, signaling the imminent return to the primary metalworking station where the rhythmic shaping process is about to resume.",
+    "The camera completes its smooth clockwise return, stabilizing the viewpoint directly over the steel anvil while the original striking zone comes fully back into focus; this re-established perspective clearly frames the craftsman’s steady hands guiding the now-flattened copper piece, the heavy ball-peen hammer poised mid-swing, the bright metallic sheen of the shaped material catching the overhead light, and the scattered copper shavings resting against the dark iron surface, effectively restoring the initial composition and highlighting the precise deformation achieved through the repeated forceful impacts, while the consistent ambient hum of the workshop underscores the meticulous craftsmanship on display."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00386_00350_dimming/sample.json b/MBench-V-new/samples/causal/a00386_00350_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..f8e0afa377a42e857de2660c49a757b48f611120
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00386_00350_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00386_00350_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "In a focused workspace, a craftsman's hand holds a thin, curved copper wire against the sharp edge of a steel anvil while a heavy hammer strikes it repeatedly to shape the metal.",
+    "As the hammer continues its rhythmic strikes against the copper, the overhead workshop lights suddenly flicker, causing the shadows around the anvil to deepen and the metallic sheen of the copper to dull.",
+    "The workshop plunges into near-total darkness, obscuring the craftsman's hand and the steel anvil, with only the faintest outline of the hammer's motion barely visible against the black background.",
+    "The overhead lights buzz and flicker back to life, gradually illuminating the steel anvil and revealing the craftsman's hand still gripping the now-flattened copper wire.",
+    "With the lighting fully restored, the camera clearly shows a flattened copper wire loop resting against the sharp edge of the metal anvil, held firmly in place by the craftsman's hand after the hammering is complete."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00386_00350_occlusion/sample.json b/MBench-V-new/samples/causal/a00386_00350_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..85e3835318b55189b913862a678ff94172de443b
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00386_00350_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00386_00350_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "In the dimly lit workshop, a heavy hammer rhythmically strikes a small, curved piece of reddish copper held against the sharp edge of a steel anvil, the metal gleaming under the focused light as the dirty hand grips it firmly.",
+    "As the hammer continues its work, a heavy, dark leather apron swings into the frame from the left side, its textured surface gradually obscuring the view of the anvil and the copper piece being shaped.",
+    "The thick leather apron completely dominates the foreground, blocking out all visibility of the hammering action and the steel anvil, leaving only the rough, dark texture of the protective gear filling the entire static shot.",
+    "The leather apron begins to swing back out of the frame to the left, slowly revealing glimpses of the steel anvil and the hand underneath as the view of the workspace widens again.",
+    "With the obstruction fully gone, the camera clearly shows the now-flattened copper wire loop resting securely against the sharp edge of the metal anvil, held firmly in place by the worker's hand after the shaping is complete."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00389_00171_camera/sample.json b/MBench-V-new/samples/causal/a00389_00171_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..e4cd09cfc52ecc4e0c921e4839e758fbdebc909b
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00389_00171_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00389_00171_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A hand uses a putty knife to mix and scrape white plaster-like substance in a metal tray, moving the tool back and forth to evenly distribute the material.",
+    "The camera tracks right, following the hand as it lifts the putty knife from the metal tray filled with white plaster-like substance, revealing the textured surface of the workbench beneath and a faint dusting of dry material scattered across its edge.",
+    "The camera continues tracking right, moving beyond the workbench to expose a section of unfinished wall with visible seams and patches, while the metal tray and hand disappear entirely from view, leaving only the bare concrete floor and a distant corner of the room in frame.",
+    "The camera tracks left, gliding past the empty space where the tray once rested, now capturing the worn wooden edge of the bench and a glimpse of the red-handled tool lying still on the surface, with ambient light casting soft shadows across the debris-strewn area.",
+    "The camera completes its return track, re-centering on the metal tray held steady in hand, the putty knife resting atop the smooth, mixed plaster, with the workbench and background wall fully restored to their original framing."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00403_01394_camera/sample.json b/MBench-V-new/samples/causal/a00403_01394_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..5e34c1b808f0b643f1ca7223e56e0278a404351f
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00403_01394_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00403_01394_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Large shards of white glass explode outward and upward from a central filament, scattering through the dark air in slow motion as a lightbulb shatters.",
+    "The camera initiates a deliberate counterclockwise arc that steadily sweeps around the shadowed filming rig, maintaining a consistent lateral velocity as it orbits the central explosion zone while carefully avoiding any sudden jolts or directional shifts, and the frame reveals numerous jagged shards of tempered white glass hanging suspended in the heavy atmosphere, their fractured edges catching the faint studio spill light as they hover directly above the untouched brass socket and dark reflective surface, emphasizing the delicate balance of the debris field while highlighting the stark contrast between the luminous material and the surrounding void, ultimately establishing a dynamic lateral perspective that isolates the shattering sequence against the pitch-black backdrop where the slow rotational drift accentuates the intricate choreography of the airborne fragments, creating a visually striking tableau that underscores the fragility of the transparent medium.",
+    "The camera continues its established counterclockwise arc, maintaining the exact rotational speed and lateral trajectory as it swings fully around the peripheral boundaries of the soundstage without decelerating or altering its horizontal plane, and the composition completely excludes the original shattering zone, replacing the central debris field with a sweeping view of the unlit velvet background curtains, scattered steel rigging cables, and matte black floor panels that line the outer perimeter, where soft ambient reflections dance across the polished studio equipment while distant safety barriers and coiled power lines dominate the frame, establishing a fully displaced perspective that isolates the surrounding infrastructure from the initial explosive event and emphasizes the vast emptiness of the adjacent workspace, revealing the meticulous organization of the production environment beyond the immediate blast radius.",
+    "The camera reverses its previous trajectory by initiating a smooth clockwise arc, matching the original rotational speed as it begins its deliberate return journey across the soundstage floor without introducing any vertical adjustments or lateral drifts, and the frame slowly reintroduces the periphery of the controlled environment, capturing the subtle interplay of studio spill light against the settling debris field as the scattered glass fragments drift downward toward the base, where hints of the fractured white material reappear along the edges of the composition, suspended against the deep shadows, while the dark reflective surface begins to reclaim its presence in the lower quadrant, signaling the approach toward the initial vantage point and reorienting the viewer toward the concentrated cluster of airborne particles, which continue their slow-motion descent through the dimly lit atmosphere without disrupting the steady tracking.",
+    "The camera completes its clockwise arc by decelerating smoothly into the original frontal alignment, locking precisely onto the initial vantage point to restore the established compositional framework without any residual drift or angular deviation, and the shot fully re-establishes the original action area, clearly displaying the shattered glass bulb remnants that have settled across the dark reflective table, alongside the exposed central tungsten filament and sturdy metallic socket base, where lingering fragments of white glass rest motionless against the black surface, catching the focused illumination, while the remaining airborne dust particles slowly dissipate into the surrounding darkness, marking the definitive conclusion of the explosive sequence and returning complete visual focus to the central subject, which now sits quietly amidst the scattered debris under the steady studio lighting conditions."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00403_01394_dimming/sample.json b/MBench-V-new/samples/causal/a00403_01394_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..c76689282e14266b9887e5f4436273efba761a8a
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00403_01394_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00403_01394_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A glowing lightbulb is captured mid-explosion, with large shards of white glass just beginning to explode outward and upward from the central filament, scattering through the dark air while the bulb still provides bright illumination.",
+    "As the white glass shards continue their slow-motion trajectory outward, the light from the bulb flickers erratically and begins to fade, causing the illumination on the flying fragments to dim and the surrounding shadows to deepen significantly.",
+    "The scene is plunged into almost complete darkness as the light source fails entirely, leaving the area in shadow with only the faintest, ghostly silhouettes of the scattered glass shards barely visible against the pitch-black background.",
+    "Lighting begins to return as a secondary source or restored power flickers on, gradually revealing the suspended debris once more and casting soft highlights on the sharp edges of the white glass fragments floating in the air.",
+    "The lighting has fully recovered to reveal the final aftermath: the light bulb is completely shattered, leaving the metal base and central filament standing intact while sharp white glass fragments remain scattered outward into the surrounding darkness."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00403_01394_occlusion/sample.json b/MBench-V-new/samples/causal/a00403_01394_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..ef10713af0a7d79d6d44cedf9d531b5d274cb8fa
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00403_01394_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00403_01394_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "In a dimly lit environment with a blurred warm shape in the background, large shards of white glass explode outward and upward from a central filament, scattering through the dark air in slow motion as a lightbulb shatters.",
+    "A person's dark sleeve enters from the left edge of the frame, moving steadily rightward and beginning to partially block the view of the exploding glass shards and the central metallic base.",
+    "The dark fabric of the sleeve completely dominates the frame, fully obscuring the shattering lightbulb and the scattered glass fragments, leaving only the texture of the black material visible against the dark background.",
+    "The dark sleeve continues its movement to the right, slowly retreating from the center and allowing the scattered white glass shards and the standing metal base to reappear through the widening gap.",
+    "With the dark sleeve fully gone from the frame, the scene reveals the aftermath: the metal base and filament stand centrally while sharp white glass fragments lie scattered outward into the surrounding darkness."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00403_01560_camera/sample.json b/MBench-V-new/samples/causal/a00403_01560_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..c24b266e698d4ba0c78505519c15c3da30d9d5e7
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00403_01560_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00403_01560_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Four soda bottles lined up on a wooden table suddenly burst open in a rapid chain reaction, spraying dark liquid and debris violently into the air and knocking the containers off the surface.",
+    "The camera begins a slow, mechanical crane down movement along the vertical axis, steadily lowering its elevated vantage point while maintaining a rigid horizontal orientation, precise stabilization, and consistent focal parameters to gradually shift the compositional perspective without introducing any lateral drift or rotational adjustment. As the optical apparatus continues its deliberate descent, the frame clearly displays the weathered wooden table situated against a dense wall of vibrant green forest foliage, with four unopened cola bottles standing upright on a surface marked by chipped red and blue paint, their reflective plastic labels catching the diffused daylight while scattered cylindrical debris rests quietly on the rough timber planks, all illuminated by the soft outdoor lighting that highlights the natural textures of the grassy clearing.",
+    "The camera continues its steady crane down movement along the vertical axis, further lowering its perspective while preserving the established horizontal alignment, precise stabilization, and consistent focal parameters to complete the outward departure sequence without deviating from the prescribed downward trajectory. As the optical sensor reaches its lowest position, the frame exclusively captures the damp earth and tangled root systems at the base of the weathered wooden retaining wall, with patches of vibrant green grass, scattered dry leaves, and small weathered stones filling the composition, completely excluding the table and soda bottles from view while emphasizing the natural ground cover and rich soil textures under the same diffused daylight conditions that softly illuminate the quiet forest floor and surrounding vegetation.",
+    "The camera initiates a smooth, controlled crane up movement along the vertical axis, steadily raising its perspective while maintaining the rigid horizontal orientation, precise stabilization, and consistent focal length to begin the paired return sequence without introducing any lateral drift or rotational adjustment. As the optical apparatus ascends along the established trajectory, the frame gradually reveals the lower section of the grassy clearing, with tangled roots, scattered dry leaves, and small weathered stones coming into view alongside the base of the thick wooden retaining wall, all bathed in the same soft daylight that highlights the natural textures of the damp earth before the main table structure begins to reenter the composition from the bottom edge of the frame.",
+    "The camera continues its steady crane up movement along the vertical axis, steadily raising its perspective while preserving the established horizontal alignment, precise stabilization, and consistent focal parameters to complete the return sequence and fully restore the initial elevated viewpoint without deviating from the prescribed upward path. As the optical sensor reaches its original position, the frame clearly displays the chaotic aftermath on the weathered wooden table, with the four cola bottles now lying horizontally amid scattered debris and residual liquid stains, their glossy labels still visible against the chipped red and blue paint while thin wisps of smoke gently dissipate into the surrounding air under the consistent outdoor illumination that reveals every detail of the exploded scene across the timber surface and adjacent ground."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00403_01560_dimming/sample.json b/MBench-V-new/samples/causal/a00403_01560_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..f0a6a509453e11fc8dfc9ab0c5b2141043cb6ca1
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00403_01560_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00403_01560_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "Four large bottles of cola stand upright on a wooden table dusted with red and blue powder, set against a backdrop of weathered railroad ties and dense green forest foliage, just as the pressure builds inside the plastic containers.",
+    "As the soda bottles begin to shake violently, heavy storm clouds rapidly obscure the sun, causing the natural light to dim significantly and casting deep shadows across the weathered wooden beams behind the table.",
+    "The environment plunges into near-total darkness as the storm front completely blocks the daylight, leaving the violently erupting bottles and the powder-covered table visible only as faint, chaotic silhouettes against the blackened woods.",
+    "The heavy clouds begin to part, allowing shafts of sunlight to pierce through the canopy and gradually illuminate the chaotic scene, revealing the aftermath of the explosions on the wooden table.",
+    "Sunlight fully returns to the scene, clearly revealing two cola bottles lying on their sides on the red and blue powder-covered table, while two other bottles rest on the grass beneath amidst settling smoke."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00403_01560_occlusion/sample.json b/MBench-V-new/samples/causal/a00403_01560_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..7f8fb12ae4f7b7f90849671eab5e469a610262d9
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00403_01560_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00403_01560_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "Four large cola bottles stand upright on a weathered wooden table painted with red, white, and blue sections, set against a backdrop of thick timber beams and dense green foliage, when suddenly the bottles begin to violently erupt in a chain reaction.",
+    "As the dark liquid begins to spray violently from the bursting bottles, a person wearing a dark green t-shirt enters from the left edge of the frame, their body partially obscuring the view of the wooden table and the exploding soda.",
+    "The person continues walking across the foreground, their torso and shoulders completely blocking the camera's view of the table, the bursting bottles, and the timber wall behind them, leaving only the blurred outline of their movement visible against the green background.",
+    "The person moves toward the right side of the frame, revealing the aftermath of the explosion through the widening gap as the dark liquid settles and the wooden table painted with red and blue sections comes back into view.",
+    "Once the person has fully exited the frame to the right, the camera reveals the final state where two cola bottles lie on their sides on the powder-covered table, while two other bottles rest on the grass beneath amidst settling smoke."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00424_00017_camera/sample.json b/MBench-V-new/samples/causal/a00424_00017_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..6b15d5ee2e210d87d6ebec8c96c260a1421785d6
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00424_00017_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00424_00017_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Marbles roll down a wooden track, colliding and cascading through curved channels, with colors shifting and merging as they move along the path.",
+    "The camera arcs counterclockwise, revealing the smooth wooden track's grain and the glossy marbles rolling through its curved channels, their vibrant colors—emerald green, deep blue, and fiery red—shifting as they collide and cascade along the path.",
+    "The camera continues its counterclockwise arc, now capturing only the white surface beneath the track and a sliver of the wooden support structure, with no marbles or track features visible in the frame.",
+    "The camera begins a clockwise arc, sweeping across the blank white background before gradually uncovering the edge of the wooden track and the faint shadow cast by its elevated supports.",
+    "The camera completes its clockwise arc, recentering on the full length of the wooden track where the remaining marbles—now including translucent yellow and orange ones—rest in the final curves, with the blue marble settled in the leftmost channel."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00440_01043_camera/sample.json b/MBench-V-new/samples/causal/a00440_01043_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..13b6ac86deee3cd0498d06a5b90cbf33366020a9
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00440_01043_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00440_01043_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A car tire rolls over a row of colorful balloons with faces drawn on them, popping them sequentially from right to left and spraying water onto the concrete.",
+    "The camera tilts down from the initial mid-level perspective, shifting the focus toward the ground as the black rubber tire begins to crush the green and blue balloons, highlighting the wet concrete texture and the spray of water escaping the latex.",
+    "The camera continues its downward tilt, completely displacing the original action area from the frame so that the car tire and the row of balloons are no longer visible, leaving only the stained, damp pavement and scattered water droplets in view.",
+    "The camera begins to tilt upward, initiating the return motion as the frame starts to recapture the lower section of the scene, bringing the wet sheen on the concrete and the deflated remnants of the pink balloon back into the bottom of the shot.",
+    "The camera completes the upward tilt to re-establish the original viewpoint, clearly displaying the entire row of popped balloons with their distorted emoji faces lying flat on the wet ground alongside the silver car wheel and tire."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00440_01043_dimming/sample.json b/MBench-V-new/samples/causal/a00440_01043_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..8d329a1706eb5436788067938809c75e571d9594
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00440_01043_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00440_01043_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "Six colorful balloons with hand-drawn emoji faces are lined up on a concrete surface next to a black car tire, which begins to roll forward to pop the blue balloon on the far right.",
+    "Sudden heavy storm clouds roll in, causing the ambient light to drop rapidly and shadows to lengthen across the concrete as the tire continues to crush the balloons.",
+    "The scene is plunged into darkness, obscuring the popping action, with only the faint silhouette of the tire and the wet ground barely visible in the dim light.",
+    "The clouds begin to break, and light gradually returns to the scene, revealing the tire has moved further left and the balloons are being destroyed.",
+    "Full brightness returns to show all six balloons crushed flat on the wet concrete, with water spraying from the pink and red balloons while the others lie squashed."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00440_01043_occlusion/sample.json b/MBench-V-new/samples/causal/a00440_01043_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..35ae5a2aebca162f36bc3b78d6c041615a2523ae
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00440_01043_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00440_01043_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "Six colorful water balloons with hand-drawn emoji faces—pink, red, orange, yellow, green, and blue—sit in a neat row on a gray concrete surface next to a large black car tire, just as the tire begins to roll forward.",
+    "A person wearing blue jeans walks into the frame from the right edge, their legs partially obscuring the blue and green balloons while the black tire continues to crush the yellow balloon behind them.",
+    "The person stands directly in front of the static camera, their denim-clad legs completely blocking the view of the balloons and the tire, dominating the frame with the dark fabric and the shadow cast on the ground.",
+    "The person begins to walk away to the left, their legs moving out of the shot and revealing the wet concrete and the crushed remains of the balloons through the widening gap in the foreground.",
+    "Once the person has fully exited the frame, the view is clear again, showing all six balloons crushed flat on the wet concrete with water actively spraying from the pink and red remnants while the others lie squashed."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00442_01043_camera/sample.json b/MBench-V-new/samples/causal/a00442_01043_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..2bd24b6e72aca9a9742615d83ee1d4c51e3d5f21
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00442_01043_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00442_01043_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A person releases a blue and white bowling ball down the lane, rolling toward the pins at the end. The ball moves smoothly across the polished surface, approaching the arranged pins.",
+    "The camera tracks right along the polished wooden lane, following the blue and white bowling ball as it rolls toward the pins, with the Brunswick branding visible on the pin deck above.",
+    "The camera continues tracking right past the final gutter, revealing the adjacent lane’s empty approach area and the dimly lit back wall where maintenance equipment is stored, leaving the original action entirely out of frame.",
+    "The camera tracks left across the shiny floor, passing the side rail and catching reflections of overhead lights on the glossy surface near the ball return mechanism.",
+    "The camera repositions to the original vantage point, centering the clean white lane with the full set of pins at the end, the Brunswick logo clearly visible above, and the blue and white ball now resting in the gutters after its roll."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00447_00070_camera/sample.json b/MBench-V-new/samples/causal/a00447_00070_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..19eff8edab7ef71b5a149c7ffe678769227a4840
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00447_00070_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00447_00070_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A metal can sitting on a black table violently explodes, ejecting a massive spray of white foam and debris high into the air and scattering it across the gravel.",
+    "The camera begins a smooth, deliberate upward crane movement, slowly lifting the viewer's perspective away from the ground level to expand the vertical field of view. As the lens ascends, the black folding table remains anchored in the center of the frame, still coated in the sticky remnants of the white foam explosion, while the scattered chunks of yellow pineapple on the gray gravel become more clearly defined. The weathered, dark wooden retaining wall in the background stretches across the shot, its rough, rotting texture contrasting with the bright, harsh sunlight of the day. The rising motion gradually reveals more of the forest backdrop, bringing the leafless deciduous trees and the evergreen foliage on the right into sharper focus, expanding the scene while keeping the chaotic aftermath of the can explosion centrally framed.",
+    "The camera continues its steady vertical ascent, climbing higher into the air with a consistent speed that pushes the ground-level action further down and out of sight. Eventually, the black table, the gravel pit, and the wooden wall slide completely out of the bottom of the frame, leaving the original action area fully displaced and unseen. The view is now entirely dominated by the upper canopy of the forest, where a complex network of thin, gray branches interlaces against a clear, bright sky. Sunlight filters through the swaying boughs of a large evergreen tree on the right, creating dappled patterns of light and shadow. This high vantage point offers a serene contrast to the violence below, focusing solely on the natural environment and the quiet movement of the treetops in the breeze.",
+    "The camera reverses its trajectory, initiating a controlled and smooth descent downwards from the high canopy to return the viewer to the experiment site. As the lens lowers, the upper branches of the pine trees and the bare limbs of the hardwoods begin to slide upward and out of the frame, slowly revealing the man-made structures beneath. The dark, horizontal lines of the massive wooden retaining wall start to re-emerge in the lower portion of the shot, providing a solid visual anchor as the view returns to earth. The downward motion brings the texture of the weathered timber back into sharp focus, hinting at the destruction waiting just below the frame. The lighting remains consistent, casting strong shadows as the camera seeks to re-orient itself with the setup.",
+    "The camera completes its downward crane movement, settling back into the original wide framing to re-establish the scene and clearly display the results of the event. The black folding table comes back into full view, showing the aftermath of the violent explosion, with the table surface littered in white foam residue and the single metal can standing amidst the mess. The gray gravel ground is fully visible again, dotted with the yellow remains of the pineapples that were scattered across the area during the blast. The camera holds steady on this restored perspective, capturing the full context of the outdoor setup, with the wooden wall serving as a sturdy background and the bright sunlight illuminating the debris field in sharp, high-contrast detail."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00447_00070_dimming/sample.json b/MBench-V-new/samples/causal/a00447_00070_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..1d217e9db6b1440eddc69eae38b343aeac2371cd
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00447_00070_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00447_00070_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A stack of metal cans sits centered on a black folding table in front of a rustic wooden retaining wall, just as the top can violently bursts open, spraying white foam and debris high into the air against a backdrop of bare forest trees.",
+    "As the explosion continues to eject white foam, heavy, dark storm clouds rapidly roll in over the tree line, causing the bright sunlight to fade and the shadows on the gravel to deepen significantly.",
+    "The scene plunges into near-total darkness as the storm completely blocks the sun, leaving only the faint, ghostly silhouette of the table legs and the weathered wooden wall visible amidst the gloom.",
+    "The heavy clouds begin to part, allowing shafts of sunlight to return and gradually illuminate the black table, revealing the scattered yellow pineapple debris on the gravel below and the texture of the wooden wall.",
+    "Sunlight fully returns to reveal the aftermath: the base of the metal can stands upright on the foam-covered table, its detached top rests to the left, and white residue splatters the table surface and the weathered wooden wall behind."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00447_00070_occlusion/sample.json b/MBench-V-new/samples/causal/a00447_00070_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..0875b9ca5e955fab999fa1ad014d515ba6466bd7
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00447_00070_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00447_00070_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A stack of metal cans sits on a black folding table in front of a weathered wooden retaining wall, bathed in bright sunlight, just as the can violently explodes and sprays white foam high into the air.",
+    "As the massive spray of white foam ejects upward, a person wearing a dark jacket walks into the frame from the left, their shoulder beginning to block the view of the table and the wooden wall.",
+    "The person continues walking across the foreground, completely obscuring the table and the explosion, their dark clothing dominating the frame and hiding the cans and the scattering debris from view.",
+    "The person moves toward the right edge, their body revealing the scene behind them as the view clears to show the white residue splattered on the black table and the gravel ground below.",
+    "With the person fully gone, the camera clearly shows the aftermath: the can's base stands upright on the foam-covered table, its detached top rests to the left, and white residue splatters the table surface and the wooden wall behind."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00447_00579_camera/sample.json b/MBench-V-new/samples/causal/a00447_00579_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..b2614e0c0f6ac3761faabb4f2c90b0d2dc9bd923
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00447_00579_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00447_00579_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A decorated car tire rolls forward over a line of colorful water balloons, sequentially bursting them and spraying water onto the red surface covered in confetti.",
+    "The camera executes a smooth clockwise orbit that steadily pivots around the entire festive arrangement, and the frame reveals how the polished silver alloy wheel embellished with a continuous band of golden rhinestones and cheerful emoji decals gradually advances over the initial yellow and pink water balloons while the untouched green, blue, and magenta spheres still rest in a neat row beneath the heavy black rubber tread, their stretched latex surfaces gleaming under the bright overhead lighting as early sprays of clear liquid erupt and scatter across the deeply textured crimson carpet that is thoroughly littered with iridescent confetti strips and scattered glass beads.",
+    "The camera continues its deliberate clockwise rotation that fully shifts the viewing angle away from the central zone, and the frame displays only the empty expanse of the deep red felt surface stretching toward the periphery where scattered metallic confetti fragments and stray glass beads catch the ambient light while the tire, the wheel decorations, and the entire lineup of water balloons have completely vanished from the composition, leaving behind a quiet stretch of crimson material dotted with abandoned streamers and dried water droplets that glisten faintly under the consistent overhead illumination.",
+    "The camera initiates a controlled counterclockwise orbit that steadily reverses the previous trajectory, and the frame captures the textured crimson carpet gradually sliding back into view as scattered confetti strips and glass beads drift across the lower edge of the composition while the surrounding environment slowly transitions from the empty periphery toward the central staging area, revealing fresh patches of iridescent paper shreds and tiny water droplets that reflect the bright overhead lighting as the lens begins its deliberate arc back toward the original focal point.",
+    "The camera completes its counterclockwise sweep that firmly re-establishes the initial viewpoint, and the frame clearly shows the decorated car tire resting past the flattened remnants of the yellow, pink, green, blue, magenta, and red water balloons while splashes of water thoroughly soak the crimson carpet and scattered confetti pieces cling to the wet rubber tread under the bright overhead lighting, with the rhinestone-trimmed wheel and emoji stickers now stationary amid the colorful debris that marks the final aftermath of the sequential bursting sequence."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00447_00579_dimming/sample.json b/MBench-V-new/samples/causal/a00447_00579_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..7caabe96c3d834feb6de592b3762ce641140b998
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00447_00579_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00447_00579_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A row of colorful water balloons in yellow, pink, green, blue, purple, and red sits on a red carpet scattered with confetti, waiting for a decorated car tire visible at the top edge to roll over them under bright indoor lighting.",
+    "As the car tire begins to crush the first yellow balloon, the overhead indoor lights suddenly flicker and dim, casting deepening shadows over the red carpet and causing the vibrant colors of the balloons to dull.",
+    "The room plunges into near-total darkness, obscuring the bursting balloons and the splashing water, leaving only faint silhouettes of the car tire and the scattered confetti barely visible against the dark red surface.",
+    "The overhead lights flicker back on, gradually illuminating the wet red carpet where the remaining balloons are being flattened and burst by the tire, revealing the glistening water and scattered rubber skins.",
+    "With the lighting fully restored, the camera reveals the aftermath: the colorful water balloons are completely burst and flattened, their rubber skins scattered across the wet, red carpet amidst splashed water and confetti."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00447_00579_occlusion/sample.json b/MBench-V-new/samples/causal/a00447_00579_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..95bcbf8b55e015e70e4060a675a0463cd8873d76
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00447_00579_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00447_00579_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A line of colorful water balloons, including yellow, pink, green, and blue spheres, rests on a red carpet speckled with glitter and sequins, positioned just below a white vehicle bumper.",
+    "A foot wearing a white sneaker enters from the left side, stepping onto the red carpet and partially blocking the view of the yellow and pink balloons as the tire begins to roll.",
+    "The person's leg, clad in blue jeans, moves fully into the center, completely obscuring the green, blue, and purple balloons and the tire's action behind the dark denim fabric.",
+    "The sneaker and denim-clad leg begin to step away toward the right edge, gradually opening up the view to reveal the wet red surface and torn rubber pieces of the balloons.",
+    "The sneaker has fully exited the frame to the right, revealing the colorful water balloons completely burst and flattened, with rubber skins scattered across the wet, red carpet amidst splashed water and confetti."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00450_00266_camera/sample.json b/MBench-V-new/samples/causal/a00450_00266_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..cad6ac92042a0bbba9a1a96a92addddb841eecd1
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00450_00266_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00450_00266_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A brush applies a clear, viscous liquid in smooth, overlapping strokes across a rectangular surface, spreading it evenly with slight pooling and glistening reflections.",
+    "The camera tilts down, revealing the glistening surface of the clear liquid spreading across the textured beige mat, where fine streaks reflect overhead light and the brush’s motion leaves faint trails of viscous residue.",
+    "The camera continues tilting downward, shifting focus to a plain wooden workbench edge beneath the mat, now showing only the grainy wood and scattered flour dust with no trace of the liquid application visible.",
+    "The camera tilts up, gradually bringing into view the corner of the translucent mat again, where residual sheen from the liquid catches the ambient light and hints at the earlier brushing action.",
+    "The camera completes its upward tilt, re-centering on the full rectangular mat now uniformly coated with the clear substance, its smooth, reflective surface showcasing even coverage and subtle pooling near the edges."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00450_00932_camera/sample.json b/MBench-V-new/samples/causal/a00450_00932_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..d541a417a209b6002c281b09e5ca3e633d6d2fbf
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00450_00932_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00450_00932_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Water flows from a copper pipe into a camera lens held beneath it, creating a stream that fills the lens barrel as the person adjusts its position slightly under the flow.",
+    "The camera cranes upward, revealing the sunlit wooden log structure and the copper pipe’s outlet as water streams down into the camera lens below, with dappled shadows dancing across the weathered wood and surrounding greenery.",
+    "The camera continues its upward crane, now capturing only the upper portion of the split log and a sliver of blue sky above, while the flowing water and lens disappear from view, leaving behind dry grasses and the faint outline of a garden hose in the background.",
+    "The camera begins to descend, gradually repositioning through the air above the rustic wooden setup, bringing into frame the top edge of the log and the rust-colored copper pipe, with sunlight glinting off the metal surface.",
+    "The camera completes its downward crane, settling back onto the original scene where the stream of water flows steadily from the copper pipe into the camera lens held beneath it, with the textured log, wet patches, and surrounding foliage clearly visible once more."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00452_00904_camera/sample.json b/MBench-V-new/samples/causal/a00452_00904_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..fb7f86ade84ffb74f1d9233f949982e046c973e7
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00452_00904_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00452_00904_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Dark liquid pours from a glass measuring cup into a tall glass filled with ice cubes, creating ripples and bubbles as it flows over the ice.",
+    "The camera pans right, revealing a blurred kitchen counter with a red potted plant and soft daylight filtering through a nearby window, while the glass measuring cup now rests on the edge of the counter, its contents nearly emptied.",
+    "The camera continues panning right, shifting focus to a stainless steel sink with water droplets glistening under overhead lighting, where the original glass and ice are no longer visible, replaced by the gleam of wet faucet handles and a dish towel hanging nearby.",
+    "The camera pans left, capturing the edge of a wooden countertop dusted with coffee grounds and a faint steam rising from a distant French press, gradually bringing back the dim outline of the tall glass near the frame’s edge.",
+    "The camera completes its leftward pan, re-centering on the tall glass now filled with dark liquid swirling over ice cubes, the Pyrex measuring cup resting beside it, illuminated by natural light from the window behind."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00455_00488_camera/sample.json b/MBench-V-new/samples/causal/a00455_00488_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..7bc542d33b6bc895934c2b6c047c5cd0e0916e1b
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00455_00488_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00455_00488_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A raw egg is cracked into a small glass bowl, and then a spoon slides underneath the yellow yolk to lift it out, separating it from the clear egg white.",
+    "The camera initiates a slow, deliberate tilt upward, steadily raising its optical axis away from the pristine preparation surface while the metal spoon continues its careful maneuver beneath the fragile yellow center, and the frame smoothly transitions to reveal the upper wooden shelves of the nearby bookcase, where rows of tightly aligned hardcover volumes, a few leaning reference manuals, and a small framed photograph catch the gentle morning sunlight streaming through the sheer white curtains, creating a warm and scholarly atmosphere that gradually fills the visual field as the perspective shifts higher.",
+    "The camera maintains its continuous upward tilt, further elevating the viewing perspective until the original workspace completely vanishes from the lower boundary of the composition, and the frame now exclusively showcases the tall ceiling architecture, featuring ornate plaster crown molding, a vintage brass chandelier with frosted glass shades, and a cluster of recessed lighting fixtures that emit a soft, ambient glow over the quiet interior space, entirely displacing any visual connection to the countertop or culinary ingredients below.",
+    "The camera begins a steady, controlled tilt downward, reversing its previous trajectory and smoothly lowering the line of sight back toward the central workspace while the surrounding architectural elements gradually slide out of the upper frame, and the viewer starts to glimpse the middle section of the room where a polished brass desk lamp, a neat stack of handwritten journals, and a ceramic tea cup come into view under the consistent, even illumination that brightens the domestic setting.",
+    "The camera completes its smooth tilt downward, firmly re-establishing the original eye-level perspective while seamlessly returning the focus to the immediate preparation zone where the separation process has just concluded, and the viewer clearly observes the fluted glass ramekin resting on the clean white table, now holding only the translucent egg white while the separated golden yolk rests securely on the spoon just above the rim, all illuminated by the same crisp directional sunlight that highlights the delicate textures."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00455_00488_dimming/sample.json b/MBench-V-new/samples/causal/a00455_00488_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..3dc3bf53ef75b324bf670e1bd34f3ab9eed7a494
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00455_00488_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00455_00488_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A clear, ribbed glass ramekin sits on a white table next to a brown egg, with blurred wooden bookshelves in the background, as the egg is cracked open and its contents spill into the bowl.",
+    "As a metal spoon slides under the yolk, heavy gray storm clouds suddenly roll past the window on the right, causing the bright sunlight to dim rapidly and the shadows on the table to deepen significantly.",
+    "The scene plunges into deep shadow as the sunlight is completely blocked by the clouds, leaving the glass ramekin and the spoon barely visible as dark silhouettes against the dimly lit bookshelves in the background.",
+    "The heavy clouds begin to dissipate, allowing bright sunlight to stream back through the window on the right, gradually illuminating the glass bowl and revealing the spoon lifting the yolk.",
+    "Full lighting is restored, clearly revealing the final state where the ribbed glass ramekin holds only clear egg white, while a spoon lifts the intact yellow yolk above it as a strand of white drips down."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00455_00488_occlusion/sample.json b/MBench-V-new/samples/causal/a00455_00488_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..f92b6bba3b1c3643a46882ba6a8315854a1cd1c8
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00455_00488_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00455_00488_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "On a sunlit white table with blurred wooden bookshelves in the background, a clear glass ramekin sits next to a brown egg. A hand cracks the egg against the rim, pouring the raw contents into the small bowl.",
+    "From the right side, a sheer white curtain suddenly billows inward on a breeze, drifting into the foreground. The translucent fabric begins to obscure the glass bowl and the cracking egg, partially blocking the view of the table.",
+    "The sheer white curtain fully covers the frame, pressing close to the lens and hiding the table completely. The view is dominated by the rippling folds of the fabric as light filters through, obscuring the egg separation action entirely.",
+    "The breeze shifts, causing the sheer white curtain to slowly recede back toward the right edge of the frame. As the fabric pulls away, the white table and the glass ramekin become visible again through the clearing space.",
+    "With the curtain fully gone, the camera reveals the glass ramekin containing clear egg white. A spoon lifts the intact yellow yolk high above the bowl, separating it as a strand of white drips back down into the glass."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00456_00097_camera/sample.json b/MBench-V-new/samples/causal/a00456_00097_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..5446f5a98b94b5fc35d581b766d7af0f5680b870
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00456_00097_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00456_00097_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A gloved hand stabilizes a rough, rectangular block while another hand uses yellow-handled end-cutting pliers to grip, wiggle, and twist a metal loop embedded in the side of the object.",
+    "The camera initiates a steady lateral tracking motion to the left, gliding smoothly along an unseen mechanical path while maintaining a fixed horizontal trajectory that gradually shifts the perspective away from the central point of interest without altering the focal distance; the frame reveals the weathered concrete block sliding toward the right margin, its cracked and dust-covered surface illuminated by a harsh overhead work light that casts long, dramatic shadows across the coarse, grit-laden floor, while the yellow-handled end-cutting pliers maintain their firm mechanical grip on the stubborn metal loop as fine particulate matter settles around the embedded hardware and scattered metallic debris rests quietly in the dimly lit periphery of the industrial workspace, where the ambient atmosphere feels distinctly heavy and the surrounding architecture remains shrouded in deep shadow.",
+    "The camera continues its relentless tracking movement to the left, pushing further across the industrial environment until the original workspace completely exits the visual field and the perspective settles into a quieter, unoccupied zone without any vertical adjustment or focal shift; the frame now captures only a stretch of empty, shadow-drenched concrete flooring marked by faded tire tracks and old oil stains, alongside a distant stack of rusted steel beams that loom silently against the weathered brick wall, with ambient dust motes drifting through the stagnant air under the faint, flickering glow of a secondary safety lamp that barely penetrates the surrounding darkness, revealing only the cold, unfinished architecture of the abandoned storage bay where no tools or workers remain in sight and the silence feels absolute.",
+    "The camera reverses its trajectory and begins a deliberate tracking movement to the right, sliding back along the same horizontal plane to reorient toward the primary work zone while maintaining a consistent pacing that mirrors the initial departure without introducing any vertical adjustment or focal drift; the frame gradually brings the fractured edge of the concrete block back into view, revealing the gritty floor texture and scattered metal shavings as the dim overhead lighting begins to illuminate the workspace once more, while the yellow-handled pliers remain firmly clamped around the twisted metal loop and the heavy-duty gloved hand continues to steady the rough object against the lingering mechanical tension of the extraction process, restoring the familiar workshop atmosphere where the focused task resumes its steady rhythm and the surrounding clutter gradually comes back into focus.",
+    "The camera completes its return tracking movement to the right, smoothly locking back into the original framing position to fully restore the central viewpoint while holding steady on the renewed focal point without any abrupt settling or perspective shift; the frame clearly shows the rough concrete block centered once again, with the embedded metal loop now visibly deformed and partially extracted from the dense cementitious matrix, the yellow-handled pliers still gripping the stubborn hardware, and the heavy-duty gloved hand firmly stabilizing the fractured object under the focused beam of the work light as loose dust and fragmented concrete pieces rest quietly on the coarse floor, marking the successful completion of the extraction phase and highlighting the final state of the manipulated assembly within the illuminated workspace."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00456_00097_dimming/sample.json b/MBench-V-new/samples/causal/a00456_00097_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..6308065b976dc8c1e8a13e7ba5ac1af524af2223
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00456_00097_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00456_00097_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A gloved hand stabilizes a rough, rectangular block on a sandy floor while another hand uses yellow-handled end-cutting pliers to grip and wiggle a metal loop embedded in the side.",
+    "The overhead workshop lights suddenly flicker and dim, causing deep shadows to swallow the workspace as the yellow handle of the pliers loses its vibrancy and the scene fades toward black.",
+    "Total darkness engulfs the workshop corner, completely obscuring the rough block and the pliers, leaving only the faint, ghostly texture of the sandy ground barely perceptible in the heavy, suffocating gloom.",
+    "The lights sputter and return, washing the scene back in illumination as the rough texture of the wood and the metallic glint of the embedded loop gradually become visible once more.",
+    "The lighting stabilizes completely to clearly show a hammer claw resting against a bent metal fastener embedded in the side of the rough wooden plank, which is held upright by the gloved hand."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00456_00097_occlusion/sample.json b/MBench-V-new/samples/causal/a00456_00097_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..8a1a25caeca6a70b1ee4aa20a17ec9a99a61ee3a
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00456_00097_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00456_00097_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A gloved hand stabilizes a rough, light-colored block while another hand uses yellow-handled end-cutting pliers to grip and wiggle a metal loop embedded in the side, set on sandy ground with scattered metal debris nearby.",
+    "A large, dark work boot steps into the frame from the left, its dusty leather surface beginning to partially block the view of the pliers twisting the metal loop.",
+    "The heavy work boot completely fills the center of the frame, fully obscuring the rough block and the hands, leaving only the boot's texture and the surrounding sandy floor visible.",
+    "The work boot begins to move away to the right, slowly uncovering the rough block and the gloved hand stabilizing it as the scene re-emerges from behind the footwear.",
+    "Once the boot has fully exited the frame, the camera clearly shows a hammer claw resting against the now-bent metal fastener embedded in the rough wooden plank, which is still held upright by the gloved hand on the sandy ground."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00461_00698_camera/sample.json b/MBench-V-new/samples/causal/a00461_00698_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..5cad97b4f97832b63d786ccad481173f47341a33
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00461_00698_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00461_00698_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A gloved hand guides a chisel against a rapidly spinning wooden blank, shaving off thin curls of wood as the lathe turns, with sawdust flying outward from the point of contact.",
+    "The camera cranes upward, revealing the top edge of the lathe's headstock and the wooden blank spinning with a blur of motion, as fine sawdust scatters across the metal bed beneath. The gloved hand grips the chisel firmly, guiding it along the tapering neck of the piece, while the greenish-yellow stain on the wood’s surface catches the dim workshop light. Behind, a dusty fan grille hums quietly in the background, partially obscured by drifting particles of shavings. The rapid rotation creates a smooth, rounded contour, and the tool’s sharp edge leaves behind delicate curls that spiral away from the contact point.",
+    "The camera continues its upward crane, now showing only the ceiling beams above the workbench, where dust motes float in shafts of natural light filtering through a high window. The lathe and the woodworking action are entirely out of frame, replaced by exposed wooden rafters and a hanging wire for an overhead lamp. Below, the faint outline of a workbench edge remains visible, but no tools or hands appear—only the lingering airborne particles hint at recent activity. The scene is quiet, still, and devoid of motion, emphasizing the contrast between the earlier intensity and this moment of spatial withdrawal.",
+    "The camera begins to crane downward, descending past the rough-hewn beam of the ceiling and re-entering the workshop space, where the lathe’s motor housing comes into view again. The metal casing of the machine is coated with a thin layer of dried resin and wood dust, and the sound of the spinning blank returns faintly. A glimpse of the black tool rest appears at the bottom of the frame, still scattered with curled shavings. As the camera lowers, the ambient lighting shifts slightly, casting deeper shadows across the worn concrete floor, signaling the return toward the original action zone.",
+    "The camera completes its descent, re-establishing the original viewpoint focused on the spinning wooden blank and the gloved hand guiding the chisel with precision. Sawdust flies outward in golden spirals as the tool shapes the tapered end, and the greenish stain on the wood glows under the overhead light. The lathe’s steady hum fills the air, and the metal tool rest supports the chisel firmly. The full context of the woodworking process is restored—the rotating form, the careful hand motion, and the accumulation of shavings on the workbench—all clearly visible once more."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00464_00063_camera/sample.json b/MBench-V-new/samples/causal/a00464_00063_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..1e0e1d2df53a0fdf9eaa7c120ffab651633b6d17
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00464_00063_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00464_00063_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A bulldozer's blade pushes sand and small rocks forward, creating a pile as it moves across the construction site, with visible tracks forming in the soil.",
+    "The camera tracks left across the construction site, revealing the bulldozer’s blade pushing sand and small rocks forward as it moves along the freshly graded terrain. The red frame of the machine dominates the foreground, while tire tracks crisscross the golden-brown soil. In the background, a yellow excavator rests near a modern building with large glass windows, and concrete curbs line the perimeter. A pile of gravel and scattered yellow safety markers are visible on the right, emphasizing ongoing grading work under overcast skies.",
+    "The camera continues tracking left, shifting focus entirely away from the bulldozer's action area to reveal a wide expanse of untouched earth and a distant treeline bordering the site. The red machinery frame remains in view, but the blade is no longer central. Instead, a long stretch of concrete drainage channel runs parallel to the edge, flanked by bare soil and sparse vegetation. A parked white truck appears in the far distance, and the sky remains gray and cloud-covered, indicating consistent weather conditions across the site.",
+    "The camera tracks right, gradually returning toward the center of the construction zone, bringing back into view the disturbed soil and the path of the bulldozer’s earlier movement. The black blade now reappears at the bottom of the frame, partially filled with compacted sand and small stones. To the left, the yellow excavator sits idle near the building’s entrance, and a section of white concrete curb curves into the scene. The ground shows fresh ruts and mounded dirt, evidence of recent grading activity.",
+    "The camera completes its return movement, re-establishing the original viewpoint directly facing the bulldozer’s blade as it pushes a growing mound of sand and rocks forward. The red frame and black blade dominate the foreground, with the soil forming distinct ridges behind the machine. The yellow excavator remains visible on the left, and the curved concrete curbs frame the edges of the site. A small pile of gravel and scattered debris lie ahead, while the overcast sky casts even lighting across the active construction area."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00464_01903_camera/sample.json b/MBench-V-new/samples/causal/a00464_01903_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..27cd4298daea4317890713a9c1449469f1d4120e
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00464_01903_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00464_01903_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A dump truck tilts its bed upward, releasing a large load of dark soil and rocks onto the ground. The material slides out in a continuous flow as the truck's rear section elevates, creating a growing pile on the muddy construction site.",
+    "The camera cranes downward, revealing the red cab of the dump truck as its bed tilts upward, releasing a cascade of dark soil and rocks onto the muddy ground below, with tire tracks radiating across the uneven terrain.",
+    "The camera continues to crane down, shifting focus to a distant section of the site where a yellow excavator digs into a pile of earth near a waterlogged area, while a lone worker walks along a dusty path under bright midday sun.",
+    "The camera begins to crane upward, capturing the wide expanse of the construction zone with multiple dump trucks in motion and mounds of gravel stretching toward a line of low-rise buildings on the horizon.",
+    "The camera completes its ascent, re-establishing the original view of the red dump truck now stationary with its bed fully lowered, the remaining soil settled into a new pile beside it, and the surrounding churned earth clearly visible under clear skies."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00479_00309_camera/sample.json b/MBench-V-new/samples/causal/a00479_00309_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..3e0eff5ffc287617fcb611f43e421c78e3744d11
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00479_00309_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00479_00309_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A pool cue strikes the white cue ball, causing it to roll forward and collide with the yellow number one ball, pushing it toward the corner pocket.",
+    "The camera initiates a deliberate clockwise arc, smoothly rotating the viewpoint to the right while maintaining a clear focus on the vibrant blue felt of the pool table, capturing the dynamic interaction as the white cue ball strikes the yellow number one ball, with the surrounding environment including the dark wooden rails and the industrial diamond-plate wall texture coming into sharper relief as the perspective shifts away from the initial head-on angle, allowing the viewer to appreciate the spatial relationship between the stationary orange balls and the moving target as the lighting glints off their polished surfaces.",
+    "The camera continues its steady clockwise rotation, moving further along the perimeter of the table until the primary action area containing the scattering billiard balls and the corner pocket completely exits the frame, resulting in a view dominated by the empty stretch of the blue baize and the metallic sheen of the wall paneling, effectively isolating the scene from the gameplay moment as the lens settles on the peripheral details of the room, where the consistent overhead lighting reveals the subtle texture of the table cloth and the sturdy construction of the rail system.",
+    "The camera executes a return motion by initiating a counterclockwise arc, sweeping the lens back towards the left to gradually reintroduce the gaming surface, where the scattered arrangement of the orange and blue balls begins to reappear within the field of view, accompanied by the re-emergence of the table's corner structure and the ambient lighting reflecting off the smooth, polished surface of the cushions, signaling a transition back towards the central area of interest as the visual narrative prepares to resolve the sequence of the shot.",
+    "The camera completes the counterclockwise trajectory, restoring the original high-angle perspective that clearly displays the aftermath of the shot, with the white cue ball resting near the blue two ball and the yellow number one ball successfully lodged in the corner pocket, thereby re-establishing the complete visual context of the pool game with the black-gloved hand and cue stick visible in the foreground against the backdrop of the patterned wall, confirming the successful execution of the play and the final resting positions of the equipment."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00479_00309_dimming/sample.json b/MBench-V-new/samples/causal/a00479_00309_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..e4b3c8707599294b520e38ca44a21e7a8cbabf8f
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00479_00309_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00479_00309_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A pool cue strikes the white ball with red dots on the smooth blue felt table, sending it rolling toward the yellow number one ball near the corner pocket, while the blue number two ball sits stationary under bright indoor lights.",
+    "The overhead artificial lights suddenly begin to flicker and dim, causing the shadows beneath the blue number two ball and the yellow number one ball to deepen rapidly as the white ball continues its path across the darkening table.",
+    "The lighting drops to near total darkness, rendering the pool table and the scattered billiard balls almost completely invisible, with only faint outlines of the corner pockets and the diamond-plate wall texture barely discernible in the gloom.",
+    "The artificial lights flicker back to life, gradually illuminating the blue felt surface and revealing the positions of the blue number two ball and the yellow number nine ball as visibility returns to the room.",
+    "With the lighting fully restored, the white cue ball is seen rolling forward across the blue table towards the yellow nine ball in the bottom right, while the blue ball and other stationary spheres remain in their original positions on the felt."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00479_00309_occlusion/sample.json b/MBench-V-new/samples/causal/a00479_00309_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..7eb333a69069b3feb857a8006fdba5941f538fe4
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00479_00309_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00479_00309_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "On the smooth blue felt of the pool table, a wooden cue stick strikes the white cue ball with red dots, sending it rolling rapidly toward the yellow number one ball positioned near the corner pocket.",
+    "As the white ball moves, a person wearing dark trousers enters from the left edge, their legs partially obstructing the view of the blue rails and the yellow number one ball near the pocket.",
+    "The person's body completely dominates the foreground, fully blocking the view of the pool table, the corner pocket, and the collision happening between the white cue ball and the yellow ball against the diamond-plate metal wall.",
+    "The person continues walking to the right, their dark clothing sliding out of the frame to gradually reveal the blue table surface and the stationary blue two ball near the bottom left corner.",
+    "With the obstruction gone, the white cue ball is seen rolling across the blue felt towards the yellow nine ball in the bottom right, while the blue two ball and other striped balls remain stationary on the table."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00503_01377_camera/sample.json b/MBench-V-new/samples/causal/a00503_01377_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..15464b52b27ee9ebed279d47b4ab4e95a3f0b39f
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00503_01377_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00503_01377_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A person directs a high-pressure water spray from a nozzle along a dirty stone window sill and brick wall, washing away grime and debris as the stream moves back and forth across the surface.",
+    "The camera initiates a steady lateral pan left, smoothly tracking along the exterior brickwork while the high-pressure spray continues its rhythmic sweeping motion across the weathered stone ledge, revealing the stark contrast between the freshly rinsed surface and the accumulated layers of stubborn grime that cling to the lower masonry, with bright afternoon sunlight catching the fine mist as it drifts downward onto the damp soil and tangled green foliage below, highlighting the intricate texture of the wet bricks and the deliberate, methodical progress of the cleaning operation as the nozzle steadily advances toward the shadowed corner of the garden bed, where dense mature climbing vines cast dappled patterns across the dampened wall surface while the operator maintains a firm grip on the heavy hose assembly to ensure consistent water pressure throughout the entire washing sequence without interrupting the smooth visual transition across the residential facade and surrounding landscaping elements.",
+    "The camera continues its uninterrupted lateral pan left, drifting past the original cleaning zone until the window sill and active spray are completely excluded from the frame, showcasing a broader section of the red brick exterior wall that is heavily shaded by overhanging tree branches, where scattered leaves rest against the mortar lines and a narrow drainage channel runs parallel to the foundation, illuminated by filtered daylight that emphasizes the rough texture of the aged masonry and the quiet stillness of this untouched garden corner, far removed from the initial washing activity, while the lens steadily captures the intricate patterns of creeping ivy that climb vertically up the dampened surfaces, highlighting how natural vegetation gradually integrates with the architectural stonework over many seasons of exposure to rainfall, creating a serene botanical tableau that stands in quiet contrast to the maintenance task.",
+    "The camera initiates a deliberate lateral pan right, smoothly retracing its previous path along the brick facade while the frame gradually reveals a cluster of leafy shrubs growing near the base of the wall, where droplets of residual moisture cling to the vibrant green foliage and cast reflections under the bright sun, emphasizing the lush vitality of the garden planting and the boundary between the cultivated vegetation and the structural masonry, as the steady movement begins to pull the viewer back toward the focal point of the cleaning sequence, while the shifting perspective slowly brings the white painted window frame back into view, revealing how the light catches the dampened stone ledge and highlights the clean streaks left by the water, contrasting with the areas awaiting treatment, restoring the familiar composition for the reestablishment of the washing activity.",
+    "The camera completes its steady lateral pan right, smoothly returning to the initial vantage point while the frame fully captures the freshly cleaned stone window sill and surrounding red brick wall once more, showcasing the transformation achieved by the high-pressure spray as water continues to sheet off the masonry, with sunlight gleaming off the wet surface and illuminating the white window frame that stands out against the saturated bricks, while the operator adjusts the nozzle angle to rinse away the last traces of loosened debris, leaving the feature visibly refreshed and free of accumulated grime, as the mist settles onto the garden bed and allows viewers to appreciate the removal of dirt and the polished appearance of the residential facade under the afternoon sky."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00503_01377_dimming/sample.json b/MBench-V-new/samples/causal/a00503_01377_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..e502221c6c003e982dbd7e69172018bc5738ea7f
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00503_01377_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00503_01377_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A person's hand holds a black and red pressure washer nozzle, directing a powerful stream of water onto a dirty stone window sill and red brick wall under bright sunlight, flanked by green leafy plants.",
+    "While the water spray hits the ledge, the intense sunlight abruptly dims as thick storm clouds sweep overhead, causing the shadows cast by the nozzle and foliage to lengthen and darken significantly.",
+    "The exterior scene is engulfed in deep shadow as the clouds completely obscure the sun, rendering the pressure washer and the brick wall almost invisible in the sudden, heavy gloom.",
+    "The ambient light gradually intensifies as the storm clouds break apart, bringing the sun back to illuminate the wet surface of the window sill and the red bricks once more.",
+    "Full daylight is restored, showcasing the clean, wet stone ledge free of dirt, with water trickling down the brickwork and the nearby leaves appearing fresh and damp from the spray."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00503_01377_occlusion/sample.json b/MBench-V-new/samples/causal/a00503_01377_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..87e1459d464920eace257d8d9833c2c8a6afd18f
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00503_01377_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00503_01377_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A hand grips a black and red pressure washer nozzle, directing a high-pressure spray along a dirty, beige stone window sill beneath a white-framed window, washing away grime near the red brick wall.",
+    "A large, leafy branch from the bush on the left swings inward on a breeze, partially obscuring the view of the pressure washer nozzle and the stone sill being cleaned.",
+    "The dense cluster of green leaves and thin brown stems completely fills the frame, effectively hiding the white window frame, the red brick wall, and the cleaning action behind a solid wall of swaying foliage.",
+    "The leafy branch begins to sway back towards the left edge, revealing glimpses of the wet stone surface and the red brickwork underneath as the greenery retreats from the center of the shot.",
+    "With the foliage fully cleared from the view, the scene shows the now clean and wet stone ledge, stripped of dark grime, with water dripping down the red brick wall below."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00512_00883_camera/sample.json b/MBench-V-new/samples/causal/a00512_00883_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..260311e69ef591a4a8dc8b1b77bc69b26fbd8b12
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00512_00883_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00512_00883_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A person wearing black gloves pours a large quantity of white flour from a metal container into a large, empty stainless steel mixing bowl, creating a cloud of dust as it falls.",
+    "The camera initiates a deliberate counterclockwise orbit, sweeping smoothly around the curved edge of the heavy-duty preparation table while gradually shifting its lateral position outward from the central workspace to establish a wider peripheral perspective; the frame captures the polished interior of the large stainless steel mixing bowl reflecting the bright overhead kitchen lights while the dense stream of white flour tumbles from the rectangular metal container, partially obscuring the black nitrile gloves that firmly grip the reinforced edges as a soft haze of airborne particles begins to drift across the checkered tile floor beneath the workstation, catching the ambient daylight streaming through the nearby ventilation windows and highlighting the sharp textural contrast between the smooth metal surfaces and the powdery accumulation forming along the basin's rim.",
+    "The camera continues the counterclockwise orbit, pushing further along the peripheral trajectory while maintaining a consistent rotational speed that carries the viewpoint steadily away from the primary work zone to explore the surrounding environment; the frame reveals a long wall of open wooden storage shelves densely packed with stacked ceramic ingredient jars and suspended copper measuring tools that catch the warm glow of pendant fixtures, while the original mixing station and the flour-pouring action remain completely out of view behind the partitioned counter, leaving only the quiet, organized backdrop of the pantry area in sharp focus under the steady artificial illumination that washes over the polished hardwood flooring and highlights the subtle dust motes drifting through the still air.",
+    "The camera begins a clockwise orbit, reversing the previous trajectory while smoothly arcing back toward the central workstation with a controlled rotational pace that gradually narrows the distance to the main preparation area to restore the initial compositional framing; the frame captures the rounded edge of the stainless steel bowl coming back into sight alongside the faint residual haze of white flour dust settling onto the gray tiled floor, with the ambient kitchen lighting now casting softer shadows across the workspace as the lens steadily realigns with the original cooking station, revealing the metallic sheen of the container handles and the scattered powder traces left by the earlier pouring sequence under the consistent overhead illumination that evenly washes over the entire countertop.",
+    "The camera completes the clockwise orbit, settling back into the original frontal viewpoint while stabilizing its position directly in front of the workstation with a precise rotational adjustment that locks the frame onto the central cooking area to finalize the visual sequence; the view clearly displays the large stainless steel mixing bowl once more, now holding a substantial mound of finely sifted white flour, while the black-gloved hands steadily tilt the rectangular metal container to finish the pour, sending a fresh cascade of powder into the basin as the lingering dust cloud slowly dissipates under the bright kitchen lights, restoring the complete action scene with the bowl's polished rim catching the overhead glare."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00512_00883_dimming/sample.json b/MBench-V-new/samples/causal/a00512_00883_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..c9d41b18f77a0977daf60c99ea4c07734b868c8e
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00512_00883_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00512_00883_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "In a well-lit indoor space with tiled flooring, a large, empty stainless steel mixing bowl with metal handles sits centrally while a person wearing black pants and grey Crocs stands nearby as black-gloved hands begin to pour white flour.",
+    "The bright overhead illumination suddenly flickers and begins to dim, casting deepening shadows across the tiled floor and dulling the metallic sheen of the large mixing bowl as the person continues to pour the flour into the darkening basin.",
+    "The room plunges into near-total darkness, leaving only faint, indistinct shapes visible in the gloom where the large stainless steel bowl is barely perceptible as a dark silhouette and the pouring action is completely obscured by heavy blackness.",
+    "The overhead lights flicker back to life, gradually restoring visibility to the room as shadows retreat and the brightness increases, slowly revealing the stainless steel bowl and the legs of the person standing nearby while flour dust settles.",
+    "The lighting has fully recovered to its original brightness, clearly illuminating the large stainless steel mixing bowl which now holds a substantial mound of white flour powder settled at the bottom, with the person in black pants standing on the tiled floor."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00512_00883_occlusion/sample.json b/MBench-V-new/samples/causal/a00512_00883_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..90b2a3c430a68f567a0d9958abbf6cb64e0a4e56
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00512_00883_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00512_00883_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "In a room with beige square tiles, a large, empty stainless steel mixing bowl with side handles sits in the center, while nearby, a person wearing black pants and grey Crocs stands ready as black-gloved hands begin pouring white flour.",
+    "From the right side, a person wearing a white apron walks into the frame, their body beginning to block the view of the shiny metal bowl and the stream of falling flour.",
+    "The person in the white apron completely dominates the foreground, entirely obscuring the mixing bowl and the pouring action, leaving only the texture of the white fabric visible in the center of the shot.",
+    "As the person in the white apron continues walking toward the left, their figure slides out of view, slowly uncovering the stainless steel bowl where the flour has been collecting.",
+    "With the passerby fully gone, the camera clearly shows the large stainless steel mixing bowl now containing a substantial, settled mound of white flour powder at the bottom, resting on the tiled floor."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00513_00452_camera/sample.json b/MBench-V-new/samples/causal/a00513_00452_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..cb63ba6fc1002e856bb1584f0f20ff16b5897eed
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00513_00452_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00513_00452_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A head of cabbage resting on a mound of dry earth suddenly detonates, bursting outward in a brilliant flash that shatters the vegetable into flying green fragments and a cloud of dust.",
+    "The camera initiates a steady counterclockwise orbital sweep around the barren terrain, executing a carefully choreographed lateral drift that pushes the viewing angle outward while preserving a consistent focal depth and smooth rotational momentum across the wide-angle lens as it tracks the horizon line, and this sweeping maneuver captures the pristine green cabbage perched precariously on the jagged ridge of desiccated earth just as a sudden luminous flare erupts from its core, illuminating the intricate veining of its outer leaves and scattering crisp geometric shadows across the sun-baked dirt while the endless cerulean backdrop remains completely unbroken, offering a stark contrast to the organic textures below and emphasizing the quiet stillness of the moment before the impending detonation transforms the tranquil agricultural subject into a chaotic spectacle of light and debris.",
+    "The camera continues its uninterrupted counterclockwise trajectory along the elevated ridge, maintaining the established rotational velocity while smoothly transitioning the frame toward the peripheral landscape and deliberately excluding the central explosion zone from the composition through precise gimbal stabilization, and this sustained lateral glide reveals a sweeping panorama of distant wind-sculpted dunes and scattered patches of resilient desert scrub that stretch toward a hazy mountain range, where the harsh midday sunlight bleaches the pale sand and casts long, sharp silhouettes across the undulating terrain, completely isolating the viewer from the originating blast site and emphasizing the vast, silent emptiness of the surrounding wilderness as heat waves shimmer above the rocky outcrops, revealing subtle gradations of ochre and rust in the weathered stone while a lone cirrus cloud drifts lazily across the zenith.",
+    "The camera reverses its rotational direction and initiates a deliberate clockwise orbital return, smoothly decelerating the previous lateral drift while carefully realigning the optical axis toward the original coordinate and re-establishing a convergent tracking path that gradually narrows the field of view, and this corrective sweeping motion brings the turbulent aftermath back into the frame as swirling plumes of pale dust and violently ejected cabbage fragments dominate the foreground, catching the brilliant sunlight and scattering prismatic flares across the lens while the fractured remains of the vegetable tumble through the heated air and settle onto the cracked soil below, where the dry earth absorbs the impact and releases fine particulate matter that drifts lazily upward, creating a hazy veil that softens the harsh contrasts and reveals the intricate fragmentation patterns of the shattered leaves against the relentless blue sky.",
+    "The camera completes its clockwise orbital arc and settles precisely into the initial vantage point, locking the gimbal into a static holding position while perfectly restoring the original framing composition and ensuring the central mound occupies the exact lower-third alignment it held at the beginning of the sequence, and this stabilized perspective clearly displays the fully realized aftermath as the explosive force has completely dismantled the head of cabbage, leaving behind a scattered arrangement of vibrant green shreds and pulverized core material resting atop the disturbed brown soil, with residual dust slowly drifting downward and settling over the jagged terrain under the unchanging clear sky, where the bright illumination accentuates the crisp edges of the torn foliage and highlights the contrast between the fresh organic debris and the ancient, weathered ground."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00513_00452_dimming/sample.json b/MBench-V-new/samples/causal/a00513_00452_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..de3f5f1624daf2e052260023abf886b330ad5c1e
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00513_00452_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00513_00452_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A round head of green cabbage rests centrally on a rugged mound of dry, cracked earth under a vast clear blue sky, remaining intact just moments before it violently detonates.",
+    "The bright daylight rapidly fades as a solar eclipse obscures the sun, casting deep shadows over the dirt mound and causing the cabbage's green leaves to desaturate.",
+    "The scene is plunged into near-total darkness by the eclipse, hiding the cabbage and the earth mound in deep shadow just as the vegetable bursts apart.",
+    "Brightness steadily returns as the solar eclipse concludes, the blue sky regaining its luminance to illuminate the explosion site on the dry earth mound and the scattered vegetable remnants.",
+    "The lighting fully recovers to bright daylight, revealing the obliterated cabbage scattered as green shards and white dust above the mound, with a small red fragment floating high in the air."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00513_00452_occlusion/sample.json b/MBench-V-new/samples/causal/a00513_00452_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..d5dfb600b9af8252beac2c2bf502b5e18583f994
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00513_00452_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00513_00452_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A vibrant green head of cabbage rests atop a mound of cracked, dry brown earth under a vast, clear blue sky, suddenly beginning to shudder violently as an internal pressure builds just before it detonates.",
+    "A large, dry, brown leaf tumbles into the frame from the upper left, caught in a sudden gust of wind, and begins to obscure the cabbage just as the vegetable bursts outward in a brilliant flash.",
+    "The crinkled, brown leaf fills the entire center of the frame, completely hiding the exploding cabbage and the mound of earth behind its textured, veined surface as it drifts extremely close to the lens, dominating the view.",
+    "The leaf begins to drift toward the right edge, lifting slightly to reveal glimpses of the green fragments and dust cloud expanding rapidly in the background above the mound of dry earth.",
+    "The leaf exits the frame to the right, leaving a clear view of the obliterated cabbage, which has scattered green shards and white dust in a wide explosion cloud above the dirt mound, with a small red fragment visible high in the debris field."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00519_00332_camera/sample.json b/MBench-V-new/samples/causal/a00519_00332_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..041d602b8ba474204a82ae7cc7a0968c75a42cf5
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00519_00332_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00519_00332_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A hand operates an orange toy excavator, lifting its arm and bucket to scoop sand from the ground and transfer it into a yellow toy dump truck beside it.",
+    "The camera orbits clockwise around the toy construction site, capturing the orange excavator’s arm as it lifts sand and deposits it into the yellow dump truck labeled \"Double E Heavy Industry,\" with fine granules of sand scattering across the textured ground under bright daylight.",
+    "The camera continues its clockwise orbit, now showing a distant patch of bare earth and scattered pebbles where the toys once were, with no trace of the excavator or dump truck visible, only the uneven terrain and faint shadows from overhead lighting.",
+    "The camera begins to orbit counterclockwise, gradually revealing the edge of the sandy play area, where a blue toy wheel and part of a gray plastic track emerge into view, hinting at the return toward the original scene.",
+    "The camera completes its counterclockwise arc, recentering on the orange excavator mid-scoop and the yellow dump truck now partially filled with sand, both clearly visible against the sunlit, grainy surface of the sandbox."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00528_01131_camera/sample.json b/MBench-V-new/samples/causal/a00528_01131_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..ce2f1550622c55098101367d2f28acc876a995d3
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00528_01131_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00528_01131_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Colorful balls roll down a spiral wooden track, bouncing off each curved level as they descend, creating a cascading motion from top to bottom.",
+    "The camera cranes downward, revealing the wooden base of the spiral track and the colorful balls accumulating on the light-colored platform as they complete their descent, with dappled sunlight filtering through nearby leaves onto the grassy ground.",
+    "The camera continues its downward crane, now showing only the patch of green grass and scattered dry leaves beneath the structure, with the concrete pillar partially visible in the background and no trace of the spiral track or balls remaining in frame.",
+    "The camera begins to crane upward, gradually capturing the lower edge of the wooden base and the vibrant green leaf-shaped tier of the spiral track, while shadows shift across the sunlit grass below.",
+    "The camera completes its upward crane, re-establishing the full view of the colorful spiral track with the balls resting at the bottom of the wooden platform, the concrete pillar standing behind it, and bright daylight illuminating the entire scene."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00528_02524_camera/sample.json b/MBench-V-new/samples/causal/a00528_02524_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..0a19a9cc142c31a69339e0968e4d4e8adda26c83
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00528_02524_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00528_02524_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A child kneels on the floor and interacts with a yellow spinning toy, pressing its red button to activate it. The toy spins rapidly, wobbling upright on the wooden surface as it rotates.",
+    "The camera pans right, revealing a wooden floor illuminated by soft indoor lighting as the yellow spinning toy wobbles upright near a child’s knees clad in dark purple pants. The red button on the toy's surface glows faintly, and translucent beads inside swirl with motion, while the child’s hand rests gently beside it.",
+    "The camera continues panning right, shifting focus to an empty stretch of polished hardwood flooring where only the edge of a dark curtain and a blurred orange-and-white striped object remain visible—no trace of the toy or child remains in frame.",
+    "The camera pans left, sweeping across the quiet room’s neutral-toned floor, catching the subtle reflection of overhead lights on the smooth surface, until the edge of a navy-blue sleeve reappears near the corner of the frame.",
+    "The camera completes its leftward pan, re-centering on the original scene where the yellow spinning toy now lies still on the wooden floor, its red button dimmed, beside the child’s kneeling form in dark clothing, hands resting calmly."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00533_00678_camera/sample.json b/MBench-V-new/samples/causal/a00533_00678_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..c20c740f692d1f747d2a0a106ade653c652d0af9
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00533_00678_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00533_00678_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A spinning wooden blank rotates rapidly on a lathe while a chisel held by a gloved hand shapes its surface, shaving off thin curls of wood that fly outward.",
+    "The camera arcs clockwise, gradually shifting focus from the spinning wooden blank to the lathe’s metallic bed and the dust-covered floor beneath, where wood shavings accumulate in a scattered pattern near the base of the machine.",
+    "The camera continues its clockwise arc, now fully revealing the workshop wall with its faded paint and hanging tools, while the lathe and chisel are entirely out of frame, leaving only the edge of the workbench and a shadowed corner visible.",
+    "The camera begins to arc counterclockwise, moving back toward the central workspace, capturing the lathe’s warning label and the black handwheel as they re-enter the frame from the right side, with light reflecting off the polished metal surfaces.",
+    "The camera completes its counterclockwise arc, re-centering on the rapidly spinning wooden blank as it is shaped by the chisel held in the gloved hand, with fine wood curls flying outward and the lathe’s motor humming steadily in the background."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00550_00045_camera/sample.json b/MBench-V-new/samples/causal/a00550_00045_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..698e0bfb65d08a0205544303cce30adb7af1430a
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00550_00045_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00550_00045_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A blacksmith repeatedly strikes a glowing orange rectangular metal billet held by tongs on an anvil with a heavy hammer, deforming the hot steel as small sparks scatter with each impact.",
+    "The camera begins a steady pan left, and the frame reveals a stack of cooling metal tongs resting against a rough brick wall in the shadowed corner of the forge.",
+    "The camera continues the leftward pan, and the original action area disappears from view, leaving only a dusty shelf lined with iron files and a dim blue work light visible in the shot.",
+    "The camera reverses direction and starts a pan right, and the view captures a cluttered background where leather aprons hang from wooden hooks before the soot-stained anvil reappears at the edge.",
+    "The camera completes the pan right, and the original forging scene returns to focus, clearly displaying the blacksmith's hammer striking the glowing orange billet on the anvil with sparks scattering across the dark surface."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00550_00045_dimming/sample.json b/MBench-V-new/samples/causal/a00550_00045_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..8ab24ad28ee82e5e9acc37cde964ff6e2d3e4c78
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00550_00045_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00550_00045_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A close-up shot shows a blacksmith's hands gripping heavy tongs that hold a glowing orange rectangular metal billet against the horn of a dark iron anvil, while a large hammer strikes the hot steel, sending small sparks flying in the well-lit workshop.",
+    "The overhead workshop lights begin to flicker violently and dim, causing the shadows around the anvil and the blurred machinery in the background to deepen significantly, while the glowing orange hue of the hot metal starts to appear more intense against the desaturating surroundings.",
+    "The workshop plunges into near-total darkness as the lights fail completely, leaving only the faint, dying ember glow of the hot metal billet barely visible on the anvil, with the blacksmith's hands and the hammer reduced to silhouettes in the gloom.",
+    "The overhead lights sputter and flicker back to life, gradually illuminating the scene again as the grey tones of the anvil and the workshop equipment emerge from the shadows, revealing the blacksmith still holding the tongs over the metal.",
+    "With the lighting fully restored and steady, the camera clearly reveals three glowing orange metal bars stacked flat on a dark, rough block, forming a single rectangular mass with visible surface texture and scattered scale flakes, indicating the forging process is complete."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00550_00045_occlusion/sample.json b/MBench-V-new/samples/causal/a00550_00045_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..db2f33f7175e2e24ec4deb88395111452eb5a20b
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00550_00045_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00550_00045_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "In a dimly lit workshop, a blacksmith's hand grips heavy tongs holding a glowing orange rectangular metal billet against the rough surface of a dark anvil, while a heavy hammer is poised to strike, sending tiny sparks scattering as the metal begins to deform.",
+    "A fellow worker carrying a large, dark sheet of scrap metal enters from the right edge of the frame, their dark clothing and the metal sheet beginning to obscure the view of the glowing billet and the anvil.",
+    "The large dark metal sheet carried by the passing worker completely fills the foreground, blocking the view of the anvil and the forging process entirely, leaving only the texture of the passing metal visible against the blurred workshop background.",
+    "The worker carrying the dark metal sheet continues moving to the left, gradually revealing the anvil and the work area again as the obstruction slides out of the frame, exposing the glowing metal once more.",
+    "With the foreground now clear, the camera reveals three glowing orange metal bars stacked flat on the dark, rough block, forming a single rectangular mass with visible surface texture and scattered scale flakes where the forging has completed."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00550_00137_camera/sample.json b/MBench-V-new/samples/causal/a00550_00137_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..999e55b31047b1ce7acff42176ee6a22f9a536e9
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00550_00137_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00550_00137_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A blacksmith repeatedly strikes a glowing orange metal bar resting on an anvil with a hammer, shaping the heated material while sparks scatter upon impact.",
+    "The camera pans left across the workshop floor, and the frame captures a stack of weathered wooden planks and a rusted metal bucket resting near the tool rack.",
+    "The camera continues panning left, and the view shifts entirely to a shadowed storage corner lined with hanging leather aprons and a rack of cold steel chisels, leaving the anvil and glowing metal completely out of sight.",
+    "The camera begins panning right, and the frame sweeps past scattered iron filings and a sturdy workbench cluttered with heavy tongs and brass measuring gauges.",
+    "The camera completes its rightward pan to re-center the composition, and the original forging area returns into view with the heavy anvil and the intensely glowing orange metal bar clearly illuminated under the overhead lights."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00550_00137_dimming/sample.json b/MBench-V-new/samples/causal/a00550_00137_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..696b398c55d55f37d0cfa1581918f5ae85c5b64e
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00550_00137_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00550_00137_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A close-up view captures a heavy iron anvil with a wooden-handled hammer resting on its face, while a blacksmith's legs and boots stand on the wooden floor nearby as he begins to strike a glowing orange metal bar.",
+    "The overhead workshop lights suddenly flicker and begin to dim, causing the shadows around the anvil and the blacksmith's boots to deepen while the sparks from the hammer strikes glow more intensely.",
+    "The scene plunges into darkness as the lights fail completely, leaving only the faint, reddish glow of the hot metal bar barely visible on the anvil's surface.",
+    "The workshop lights flicker back on, gradually illuminating the wooden floor and the metal anvil again as the visibility returns to the room.",
+    "The lighting fully recovers to reveal the heavy iron anvil sitting empty and bare on its wooden support, the glowing metal bar having been removed, with the small decorative figure on the anvil's side clearly visible."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00550_00137_occlusion/sample.json b/MBench-V-new/samples/causal/a00550_00137_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..82d122201e2e942879c501d21d6a73b949b7562f
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00550_00137_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00550_00137_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "In a workshop with scattered metal shavings on the floor, a wooden-handled hammer rests on the flat face of a heavy, worn iron anvil before a blacksmith lifts it to strike a glowing orange metal bar, causing sparks to scatter.",
+    "The blacksmith's dark trousers and heavy work boots step forward from the right edge of the frame, moving across the foreground and beginning to partially block the view of the anvil and the hammering action.",
+    "The blacksmith's body completely dominates the frame, filling the view with dark fabric and the blur of motion, fully hiding the anvil, the glowing metal, and the sparks from the camera.",
+    "The blacksmith steps away to the left, their dark clothing sliding out of the frame to reveal the wooden floorboards and the edge of the anvil reappearing as the view clears.",
+    "The camera now clearly shows the heavy iron anvil sitting empty and bare on its wooden block, the glowing metal bar removed, with the small golden decorative figure still visible on the side of the anvil base."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00557_00097_camera/sample.json b/MBench-V-new/samples/causal/a00557_00097_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..d2c4fb5be9359924236dd157e5285d59fe2d1c79
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00557_00097_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00557_00097_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A red circular saw blade rapidly spins and cuts through a light-colored wooden plank, generating fine sawdust as it moves downward in a controlled motion on a miter saw.",
+    "The camera arcs counterclockwise, revealing the yellow and gray DEWALT miter saw mounted on a concrete surface with scattered wood shavings around its base, as the red circular blade spins rapidly through a light-colored wooden plank under bright daylight.",
+    "The camera continues its counterclockwise arc, shifting focus to a patch of green grass beside a weathered wooden fence, where sunlight dapples through leaves and a distant black pickup truck rests in soft shadow, completely removing the saw and wood from view.",
+    "The camera begins a clockwise arc, sweeping past the edge of the miter saw’s metal base and catching glimpses of the operator’s blue jeans and white shirt sleeve as it moves toward the original action zone, with wood dust still clinging to the machine’s housing.",
+    "The camera completes its clockwise arc, recentering on the DEWALT miter saw as the red blade slows to a stop above the freshly cut triangular piece of pine, now resting on the saw’s yellow extension table under clear afternoon light."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00561_00108_camera/sample.json b/MBench-V-new/samples/causal/a00561_00108_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..198d2f3a19d6f89fd5d48a2410a87cfabfdcac32
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00561_00108_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00561_00108_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A hand dangles a crawfish just above the calm water surface until a large fish suddenly lunges upward, snatching the bait in its mouth and creating a violent splash as it thrashes back down.",
+    "The camera initiates a smooth counterclockwise orbital trajectory along the water's edge, gradually shifting its perspective away from the initial strike zone while maintaining a steady horizontal plane; as the lens continues its deliberate rotation, the frame captures the dark glassy surface of the pond reflecting the overhanging green willow branches alongside the lingering concentric ripples that slowly expand outward from where the predatory fish violently thrashed moments before, with faint sunlight glinting off the disturbed droplets suspended in the humid air and the muddy shoreline vegetation gently swaying in the quiet breeze, framing a tranquil natural setting.",
+    "The camera maintains its continuous counterclockwise orbital path, sweeping further along the perimeter to completely abandon the original feeding location while tracking the natural curvature of the embankment; in this fully displaced perspective, the viewer observes a dense thicket of cattails and submerged aquatic weeds dominating the foreground as their rustling leaves catch the dappled sunlight while the calm water stretches toward a weathered wooden dock in the distance, shifting the visual focus entirely to a quiet cove where dragonflies hover above the reeds and smooth river stones line the shallow bank.",
+    "The camera reverses its directional momentum and begins a deliberate clockwise orbital sweep, steadily guiding the viewpoint back toward the central aquatic stage while compensating for the earlier lateral displacement; through the shifting aperture, the frame gradually reintroduces the familiar shoreline contours and the glossy water surface where scattered patches of floating duckweed drift lazily in the gentle current and the damp earth of the bank glistens under the steady afternoon illumination, marking a steady navigational return as distant bird calls echo across the still air and cumulus clouds reflect on the liquid mirror.",
+    "The camera completes its clockwise orbital rotation and locks back onto the original strike zone, perfectly realigning the optical axis to restore the initial compositional framing while stabilizing all lateral drift; within the re-established view, the turbulent water surface continues to settle into expanding rings as the dark silhouette of the submerged predator remains faintly visible beneath the murk and the overhanging willow branches once again drape into the upper frame, documenting the settling aftermath as residual bubbles pop near the muddy bottom and the discarded crawfish shell drifts through the sunlit water."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00561_00108_dimming/sample.json b/MBench-V-new/samples/causal/a00561_00108_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..8c83a2a8a73160b4ab8dcd4193ef7df064402e3a
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00561_00108_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00561_00108_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A hand holds a dark crawfish by its tail, dangling it just inches above the calm, reflective surface of a pond, with green leafy vegetation lining the water's edge in the background under bright natural daylight.",
+    "As the crawfish dangles near the water, heavy grey storm clouds rapidly roll in overhead, causing the natural sunlight to fade and the vibrant green of the bank vegetation to desaturate into dull shadows.",
+    "The scene plunges into near-total darkness as the storm completely blocks the sun, barely revealing the silhouette of the hand and the dark water where a violent disturbance suddenly erupts with a splash.",
+    "The heavy cloud cover begins to break apart, allowing shafts of sunlight to pierce through and gradually illuminate the churning water surface and the hand hovering above the ripples.",
+    "Full daylight returns to reveal the aftermath, showing turbulent dark water churning with white foam and bubbles where the fish submerged, while the now-empty hand hovers motionless near the surface vegetation."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00561_00108_occlusion/sample.json b/MBench-V-new/samples/causal/a00561_00108_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..8d9bd698adb677957d02c8cba6a46ffacd67abbc
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00561_00108_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00561_00108_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A pale arm extends from the left, holding a dark reddish crawfish by its tail just above the glassy surface of a dark pond, framed by green aquatic plants hanging from the top edge.",
+    "A large cluster of green leaves and thin branches sways heavily into the frame from the upper right, beginning to partially block the view of the dangling crawfish and the calm water below.",
+    "The dense foliage of the swaying branch completely fills the view, effectively blocking the hand, the bait, and the water surface from sight as the green leaves dominate the entire foreground.",
+    "The heavy leafy branch begins to sway back out of the frame towards the top edge, gradually revealing glimpses of the disturbed water surface and the hand still hovering near the plants.",
+    "With the vegetation fully cleared from the view, the camera shows turbulent dark water churning with white foam and bubbles where the fish submerged, while the empty hand hovers near the top edge plants."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00561_01358_camera/sample.json b/MBench-V-new/samples/causal/a00561_01358_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..1fa28f8dfa597d069212e9369795242baa8b0f73
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00561_01358_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00561_01358_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "An empty black bucket swing suspended by chains swings forward and backward over white sand, moving from the background towards the foreground in a rhythmic pendulum motion.",
+    "The camera cranes upward with a steady mechanical rhythm, lifting smoothly away from the grainy white sand while maintaining a consistent optical alignment, and the mechanical chains of the empty black bucket swing gradually recede downward as the surrounding park environment unfolds with muted gray-green grass stretching outward across the uneven terrain, the distant line of eucalyptus trees softening into the twilight haze, and the fading natural light casting diffuse shadows across the weathered playground equipment to reveal a broader perspective of the quiet recreational space.",
+    "The camera continues to crane upward along the same vertical axis, climbing higher into the dusky atmosphere until the original sandy pit and the suspended bucket mechanism completely vanish from sight, and the upper framework of weathered wooden beams and corroded metal connectors fills the immediate foreground as the expansive grassy terrain compresses into a distant green mosaic below, with the pale overcast sky stretching across the horizon to create a fully displaced overhead perspective that entirely excludes the previous ground-level activity.",
+    "The camera begins to crane downward along a mirrored vertical path, lowering smoothly through the dimming atmosphere while adjusting its mounting height to track the shifting horizon line, and the high structural elements gradually migrate upward as the broad expanse of mowed grass slowly expands to reclaim the middle ground, the distant tree line sharpens into clearer silhouettes against the cooling sky, and scattered wooden park benches reemerge to reflect the soft ambient light.",
+    "The camera completes its crane downward motion, settling back toward the original vantage point while stabilizing its mechanical base to eliminate residual vertical drift, and the familiar patch of coarse white sand reoccupies the lower foreground as the empty black rubber bucket swing returns to clear view suspended by its heavy metal chains, with the gentle pendulum motion resuming its rhythmic trajectory to restore the exact spatial relationship and visual focus of the opening scene."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00561_01358_dimming/sample.json b/MBench-V-new/samples/causal/a00561_01358_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..a72bb43369fc6bc310480cd1298aa1e97e2e4050
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00561_01358_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00561_01358_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A static low-angle shot focuses on a textured patch of white sand in the foreground, while in the middle distance, a black bucket swing suspended by metal chains sways back and forth over a grassy field lined with trees.",
+    "The natural lighting begins to dim noticeably as thick, grey storm clouds rapidly obscure the sky, causing the green grass to lose vibrancy and the white sand to turn a dull grey while the swing continues its pendulum motion.",
+    "The environment is engulfed in deep shadow and near darkness, making the background trees and grass almost invisible, with only the faint, ghostly shape of the white sand patch and the vague silhouette of the swinging chains remaining discernible.",
+    "The oppressive darkness lifts as the clouds begin to break, restoring brightness to the scene and revealing the granular details of the white sand once more, while the swinging object becomes clearer as it moves closer to the lens.",
+    "The scene is now fully illuminated, revealing the black bucket swing swinging forward into the immediate foreground holding a crumpled beige mass, with its metal chains pulled taut and the seat tilted sharply upward above the white sand."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00561_01358_occlusion/sample.json b/MBench-V-new/samples/causal/a00561_01358_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..a0f201a719d6926fc65262ed7dfcda6fc5d062c4
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00561_01358_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00561_01358_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "The empty black bucket swing suspended by metal chains swings rhythmically back and forth over the textured white sand, moving from the grassy background toward the foreground near the out-of-focus green support pole on the left.",
+    "A person wearing dark clothing enters from the left edge of the frame, their body gradually moving across the foreground and partially blocking the view of the swinging bucket and the sand.",
+    "The person's dark clothing and body completely dominate the frame, fully obscuring the swing set and the white sand pit from view as they walk directly past the static camera lens.",
+    "The person continues their path to the right, their figure sliding out of the frame to reveal the playground area and the swing moving closer through the widening gap.",
+    "The black bucket swing holding a crumpled beige mass swings forward into the immediate foreground, with its metal chains taut and the seat tilted upward above the white sand."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00562_00102_camera/sample.json b/MBench-V-new/samples/causal/a00562_00102_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..4097c16e4cb116a622ec60ad433045246aebd7e9
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00562_00102_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00562_00102_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Raindrops fall into murky water, creating ripples and splashes that spread outward, with droplets bouncing and dispersing in the dimly lit scene.",
+    "The camera arcs counterclockwise, gliding smoothly over the murky surface as raindrops continue to strike the water, sending ripples through the dimly lit expanse; the yellowish hue of the stagnant pool reflects faint ambient light, while droplets scatter in slow motion, their splashes catching the subtle glow from above.",
+    "The camera continues its counterclockwise arc, now revealing a distant shoreline lined with moss-covered rocks and tangled roots beneath a canopy of dense foliage; the original rain-streaked water is no longer visible, replaced by the quiet stillness of the forest’s edge under a soft, diffused twilight.",
+    "The camera begins a clockwise arc, sweeping across the shadowed bank where damp earth meets overgrown reeds, the air thick with mist and the faint sound of distant rain; droplets cling to blades of grass, glistening under the low light as the lens moves steadily back toward the water's edge.",
+    "The camera completes its clockwise arc, returning to the original vantage point above the murky pond, where raindrops once again fall into the rippling surface, creating delicate crown-shaped splashes that shimmer in the dim, golden illumination of the scene."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00563_00159_camera/sample.json b/MBench-V-new/samples/causal/a00563_00159_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..cc90d720676283d5bdef1e9006470159f73e5bd0
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00563_00159_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00563_00159_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Woman dips bubble wand into solution, lifts it, and pulls it forward, creating a large, iridescent bubble that stretches and floats away, reflecting rainbow colors as it drifts through the air.",
+    "The camera pans left, following the trajectory of the iridescent bubble as it drifts away from the woman, capturing the shimmering rainbow hues reflected on its surface against the backdrop of lush green foliage.",
+    "The camera continues panning left, now showing only the dense canopy of leaves and a distant fence line, with the bubble wand and container completely out of frame, emphasizing the serene park environment beyond the original action zone.",
+    "The camera pans right, gradually revealing the edge of the white folding table and the transparent container filled with blue soapy solution, repositioning the scene toward the central activity area.",
+    "The camera completes its rightward pan, re-establishing the full view of the woman in the striped dress standing beside the table, the bubble wand poised mid-air as she prepares for another large bubble formation."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00563_00169_camera/sample.json b/MBench-V-new/samples/causal/a00563_00169_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..215398f51395e542d47bfdd2a4eb9aabdb98a487
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00563_00169_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00563_00169_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A player strikes the cue ball with a pool cue, causing it to collide with the racked balls, scattering them across the table in various directions.",
+    "The camera arcs clockwise, gradually revealing the blue carpeted floor surrounding the pool table as it moves away from the overhead view, shifting focus from the scattered colored balls to the edge of the green felt surface and the metallic corner pockets.",
+    "The camera continues its clockwise arc, now fully displaced beyond the original action area, showing only the empty blue floor and a portion of the adjacent wall, with no trace of the pool table or balls visible in the frame.",
+    "The camera begins an arc counterclockwise, sweeping back toward the playing area, bringing into view the dark wooden legs of the pool table and the edge of the green felt as it reorients toward the central game space.",
+    "The camera completes its counterclockwise arc, returning to the original overhead position, clearly capturing the final arrangement of the scattered billiard balls on the green felt surface, including the black eight ball near the bottom cushion and the cue ball resting near the top right corner pocket."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00563_00367_camera/sample.json b/MBench-V-new/samples/causal/a00563_00367_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..389c25d821b08b2290d73b45e07b0707b71289ee
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00563_00367_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00563_00367_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A person strikes the white cue ball with a pool cue, sending it speeding across the table to collide forcefully with a racked triangle of colored balls, causing them to scatter and roll in various directions.",
+    "The camera initiates a deliberate vertical ascent, smoothly craning upwards to elevate the perspective away from the immediate action on the billiards table while maintaining a steady pace. As the lens climbs, the viewer retains a clear view of the smooth grey felt surface where the white cue ball has just shattered the tight triangular rack, sending the vibrant red, yellow, purple, and black balls scattering energetically toward the black rails and corner pockets, while the player's blue shirt sleeve and the slender shaft of the cue stick remain visible at the top right corner, anchoring the scene before the view shifts entirely upward.",
+    "The camera continues its steady upward climb, rising further into the room's atmosphere until the grey playing surface and the scattered pool balls slide completely out of the frame at the bottom edge. The view is now exclusively filled with the expansive deep blue carpet that surrounds the table, along with the dark, heavy frame of the billiards table adorned with small white diamond markers, creating an abstract composition of texture and color that signifies the camera has moved far beyond the original gaming area to a high vantage point near the ceiling lights.",
+    "The camera begins its return journey, craning downwards with a controlled, smooth motion that mirrors the initial departure but reverses the direction to bring the viewer back. As the lens descends, the frame is initially filled with the rich texture of the blue carpet and the sturdy black rails of the table frame, which serve as visual guides leading the eye back toward the center, anticipating the reappearance of the gaming surface while maintaining the high-angle perspective that emphasizes the layout of the room and the ambient lighting reflecting off the polished wood.",
+    "The camera completes its descent, settling back into the original high-angle overhead shot that fully re-establishes the pool table as the central subject of the video. The grey felt surface is once again clearly visible, displaying the new, randomized positions of the colored balls scattered across the table after the break, with the black eight-ball resting near the center diamond, while the player's arm and cue stick are seen resting at the right edge, confirming that the action has paused and the scene has returned to its initial state of observation."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00563_00367_dimming/sample.json b/MBench-V-new/samples/causal/a00563_00367_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..0b927a9aef64806a817e264dfdb3cd6a6071138c
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00563_00367_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00563_00367_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A high-angle static shot captures a pool table with smooth gray felt and black rails adorned with white diamond markers, showing a tight rack of colorful balls on the left and a solitary white cue ball on the right.",
+    "Just as the white cue ball is struck and hurtles toward the rack, the overhead lights begin to flicker and dim rapidly, causing the vibrant colors of the balls to fade and shadows to lengthen across the table.",
+    "The scene is plunged into heavy darkness as the lights cut out completely, rendering the scattering balls and the gray felt almost invisible, with only faint silhouettes of the black rails and pockets discernible in the gloom.",
+    "The overhead lights suddenly flicker back on, gradually restoring brightness to the room and revealing the chaotic aftermath as the colored balls finish rolling to a stop across the expansive gray surface of the table.",
+    "Under the fully recovered bright lighting, the final state is clear: the rack is shattered with balls spread wide, the black ball sitting near the top left corner and the white cue ball resting close to the top rail."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00563_00367_occlusion/sample.json b/MBench-V-new/samples/causal/a00563_00367_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..36bc25e47f924d0424d91b0813c0259aecbae0d8
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00563_00367_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00563_00367_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A static top-down shot captures a gray pool table with black rails and white diamond markers, where a cue stick strikes the white ball on the right, sending it rushing toward the colorful triangle of balls clustered on the left.",
+    "A person wearing a dark blue shirt enters from the bottom edge, their torso rising into the frame to partially block the view of the gray felt and the approaching white cue ball.",
+    "The person's dark blue shirt and back completely dominate the view, fully obscuring the pool table and hiding the moment the white ball smashes into the colorful rack of balls.",
+    "The person walks away toward the top left, their body sliding out of the frame to gradually reveal the gray table surface where the colored balls are now rolling apart.",
+    "The occlusion clears completely to show the aftermath on the gray felt, with the colorful balls scattered widely, the black ball resting near the top left corner and the white cue ball near the top rail."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00563_00668_camera/sample.json b/MBench-V-new/samples/causal/a00563_00668_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..1800b293e4444e3cf7d963bc237860d4ccd9eca2
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00563_00668_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00563_00668_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A pool player thrusts a cue stick forward to strike the white cue ball, which rockets across the table and smashes into the racked colored balls, sending them scattering and bouncing off the cushions.",
+    "The camera initiates a deliberate outward arc counterclockwise, smoothly rotating its elevated vantage point while gradually widening the spatial framing without altering the vertical height; this continuous rotational movement exposes the expansive gray playing surface where the white cue ball continues its rapid trajectory toward the left cushion, simultaneously capturing the scattered rainbow of numbered spheres as they decelerate against the velvet texture and settle near the triangular rack footprint while the overhead studio lighting casts soft shadows across the polished wooden rails and diamond-shaped position markers that line the perimeter of the professional billiard table, emphasizing the contrast between the dark slate bed and the bright polymer coatings of the moving spheres as they roll toward the side pockets, while the discarded chalk residue on the tip of the resting cue stick remains faintly visible near the bottom edge of the frame.",
+    "The camera continues its steady outward arc counterclockwise, maintaining the established rotational velocity while smoothly transitioning the optical axis away from the central play zone without any sudden directional shifts; this persistent displacement gradually reveals the surrounding recreational environment where the vibrant blue commercial carpeting dominates the lower visual field, accompanied by the matte black finish of the table support legs and a nearby equipment storage cabinet that reflects the ambient overhead illumination, completely excluding the original billiard surface from the composition as the perspective migrates toward the peripheral room architecture and stationary furniture pieces positioned along the far wall boundary, showcasing the neutral gray acoustic panels mounted above the baseboards and the subtle grain patterns of the laminate flooring that extends into the adjacent hallway space, ensuring that every element within the newly framed sector remains completely detached from the initial gaming activity.",
+    "The camera begins a coordinated return arc clockwise, deliberately reversing the previous rotational trajectory while steadily narrowing the peripheral framing to guide the viewer back toward the primary subject area without interrupting the smooth kinetic flow; this corrective sweeping motion gradually reintroduces the outer boundary of the gaming setup where the dark slate rails and corner pocket assemblies emerge from the negative space, accompanied by the familiar blue carpet texture that anchors the base of the furniture arrangement, as the shifting optical alignment starts to capture the stationary chalk marks and resting accessories that were previously displaced beyond the active viewing zone during the earlier departure sequence, while the consistent overhead illumination gradually restores visibility to the polished wooden bridge rail and the faint scuff patterns on the surrounding floor covering that indicate frequent recreational use in this dedicated leisure space.",
+    "The camera completes its synchronized return arc clockwise, carefully aligning the optical center directly over the original gaming coordinates while stabilizing the elevated framing to precisely match the initial compositional baseline without introducing any residual lateral drift; this final rotational adjustment fully re-establishes the complete billiard surface where the white cue ball rests motionless near the center lane, surrounded by the widely dispersed colored spheres that have finally settled against the rubber cushions and near the diamond markers, as the consistent studio lighting highlights the smooth polymer finishes and the subtle fabric nap of the gray playing field in its post-break configuration, clearly displaying the strategic spacing of the numbered balls across the slate bed and the faint chalk dust lingering near the head string line, while the unwavering illumination ensures that every positional detail of the scattered arrangement remains perfectly legible within the restored overhead perspective."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00563_00668_dimming/sample.json b/MBench-V-new/samples/causal/a00563_00668_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..9da5bcb3c3a63d7712f67051c20fb7f3657f42ea
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00563_00668_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00563_00668_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "An overhead view captures a gray felt pool table with a white cue ball positioned near the bottom right, ready to strike a tightly racked triangle of colorful balls near the center.",
+    "The overhead artificial lights suddenly flicker and dim, casting deepening shadows across the gray felt as the white cue ball rockets forward to smash into the racked colorful balls.",
+    "The room plunges into darkness, obscuring the pool table and the scattering balls in deep shadow, leaving only the faint outline of the black rails and diamond markers visible.",
+    "The overhead lights flicker back on, gradually illuminating the gray felt and revealing the chaotic dispersal of the balls as visibility returns to the game area, showing the aftermath of the break.",
+    "With the lighting fully restored, the static camera shows the scattered colored pool balls resting across the gray felt, dispersed from the initial triangle formation towards the rails and center."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00563_00668_occlusion/sample.json b/MBench-V-new/samples/causal/a00563_00668_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..497a96d6d7800f09413d212f8d547f446d05f11f
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00563_00668_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00563_00668_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A top-down view shows a gray felt pool table with black rails and white diamond markers, where a racked triangle of colorful balls sits on the left and a white cue ball waits near the bottom right before a cue stick strikes it.",
+    "Just as the cue ball accelerates toward the rack, a person's dark pant leg and black shoe step into the frame from the bottom right, moving upward to partially block the view of the table's surface.",
+    "The person's dark trousers and shoe move directly over the static camera lens, completely filling the frame with blurry dark fabric that obscures the pool table, the gray felt, and the action of the scattering balls.",
+    "The dark obstruction begins to slide toward the top left corner, gradually revealing the gray felt and the now-dispersed colored balls as the person continues walking past the camera.",
+    "The person's leg and shoe have fully exited the frame, revealing the final state of the game with the colorful pool balls scattered widely across the gray felt, resting near the black rails and center."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00563_01026_camera/sample.json b/MBench-V-new/samples/causal/a00563_01026_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..fd9d4346458ce676f3439c2d58e588eae7dff39e
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00563_01026_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00563_01026_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A car tire rolls forward on wet concrete, crushing a cluster of green, red, and pink water balloons that burst under the pressure, splashing water and leaving behind rubber scraps.",
+    "The camera tilts downward, revealing the heavy black tire tread as it begins to compress the cluster of green, red, and pink water balloons on the damp concrete surface.",
+    "The camera continues its steady downward tilt, shifting the frame entirely away from the tire and balloons to capture only the shallow rainwater puddles and weathered gray pavement streaked with reflected sunlight.",
+    "The camera begins tilting upward, gradually bringing the glistening wet ground back into view alongside the scattered fragments of yellow and blue rubber scraps left behind by the popped balloons.",
+    "The camera completes its upward tilt, re-establishing the original viewpoint to clearly display the car tire resting past the crushed water balloons and the water-splashed concrete littered with colorful deflated remnants."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00563_01026_dimming/sample.json b/MBench-V-new/samples/causal/a00563_01026_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..4118ffa99f5bbcc787cf82d51fbeb7a92d46bc9f
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00563_01026_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00563_01026_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A car tire begins to roll forward on wet concrete towards a cluster of green, red, and pink water balloons, which glisten under bright natural daylight with clear reflections on the pavement.",
+    "Heavy, dark storm clouds suddenly sweep overhead, causing the ambient light to drop rapidly as deep shadows engulf the driveway and the vibrant colors of the balloons start to desaturate.",
+    "The scene is plunged into near-total darkness by the thick cloud cover, rendering the water balloons and the car tire as barely visible, shadowy shapes against the dim wet ground.",
+    "The storm clouds begin to part, allowing natural light to filter back through and gradually brighten the scene, revealing the texture of the wet concrete and the scattered debris once more.",
+    "Full daylight returns to clearly show the final state on the pavement, where the tire has crushed the balloons, leaving behind a mess of torn green, red, and pink rubber scraps scattered across the wet concrete."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00563_01026_occlusion/sample.json b/MBench-V-new/samples/causal/a00563_01026_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..e0413315805bba34749b365d996e40a9dae5d57c
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00563_01026_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00563_01026_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A cluster of translucent green, bright red, and pink water balloons rests on the wet, reflective concrete pavement as the black rubber tread of a car tire begins to roll forward toward them.",
+    "A person's legs, clad in blue jeans and white sneakers, walk into the frame from the left side, beginning to obscure the view of the colorful balloons and the wet ground.",
+    "The person's legs continue walking across the foreground, completely blocking the camera's view of the water balloons and the car tire with their denim-clad thighs and shoes dominating the entire frame.",
+    "The person's legs move toward the right edge of the frame, gradually revealing the wet concrete surface underneath as they exit the scene and the background comes back into view.",
+    "Once the person has fully passed, the camera reveals the crushed remains of the water balloons, with torn fragments of green, red, and pink rubber scattered across the damp pavement near the tire."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00563_01823_camera/sample.json b/MBench-V-new/samples/causal/a00563_01823_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..cc366aef4527a714ba0c042a979c6a95e97b38fc
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00563_01823_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00563_01823_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A car tire slowly rolls forward over a row of four colorful bottles filled with liquid, crushing them sequentially and causing the plastic containers to rupture and spill their vibrant contents onto the asphalt.",
+    "The camera executes a slow downward tilt, carefully adjusting its vertical axis to shift the perspective closer to the ground while maintaining a steady visual focus; as this motion unfolds, the frame clearly reveals the four brightly colored plastic bottles arranged in a neat row on the coarse gray asphalt, their translucent red, yellow, green, and blue bodies reflecting the overcast sky while a heavy automotive tire rests just behind them, ready to roll forward and crush the liquid-filled containers as a steady hand makes final positioning adjustments.",
+    "The camera continues its uninterrupted downward tilt, maintaining the exact same angular velocity established previously while deliberately pushing the central subject matter toward the upper edge of the frame until it completely disappears; as this displacement progresses, the viewer is presented with an isolated close-up of the rough, granular road surface that now fills the entire view, showcasing tiny embedded stones and faint weathering marks on the dark wet pavement while the crushed bottles and the vehicle tire remain entirely out of sight, emphasizing the stark urban texture beneath the experiment.",
+    "The camera begins a measured upward tilt, smoothly reversing the previous downward trajectory while gradually restoring the original horizontal alignment that was lost during the departure sequence; as the viewing angle ascends, composition slowly brings the aftermath of the crushing event back into sharp, clear sight, displaying the flattened plastic casings and the heavy car tire now resting atop a spreading mixture of vibrant liquid that has pooled across dry, cracked ground, while the withdrawn hand is no longer present in the frame.",
+    "The camera completes its steady upward tilt, finalizing the return movement and locking into the precise initial framing to perfectly re-establish the original action area within the center of the shot; as the perspective stabilizes, the entire scene of the destroyed containers is once again fully visible, showcasing the ruptured red, yellow, green, and blue bottles scattered across the damp asphalt with their colorful contents completely spilled and mixed into a glossy puddle that clings to the tread of the stationary tire under natural light."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00563_01823_dimming/sample.json b/MBench-V-new/samples/causal/a00563_01823_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..fb19053f02c3115c31c2e1e90c69a95497fbcb84
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00563_01823_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00563_01823_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A person's hand wearing a black smartwatch carefully positions a red plastic drink bottle next to a row of yellow, green, and blue bottles on the gray asphalt beside a car tire.",
+    "Sudden heavy storm clouds roll rapidly across the sky, casting a deep, unnatural shadow over the asphalt as the lighting begins to dim and the vibrant bottle colors start to desaturate.",
+    "The scene plunges into near-total darkness as the thick storm clouds completely block the sun, leaving only the faint, ghostly outlines of the car tire and the row of bottles barely visible.",
+    "The heavy storm clouds slowly begin to part, allowing bright sunlight to filter back through the gap and gradually re-illuminate the rough texture of the asphalt and the colorful plastic bottles.",
+    "Full bright sunlight returns to clearly reveal the car tire resting heavily on the flattened yellow, green, and blue bottles which are leaking colorful slime, while the red bottle remains perfectly unburst nearby."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00563_01823_occlusion/sample.json b/MBench-V-new/samples/causal/a00563_01823_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..bf21e5b27821135361f3df72074bc0acd5507dc4
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00563_01823_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00563_01823_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A hand wearing a black wristwatch places a row of four colorful plastic bottles—red, yellow, green, and blue—on rough grey asphalt next to a large black car tire that begins to slowly roll forward.",
+    "From the left edge, a person wearing dark blue jeans and grey sneakers walks into the frame, their legs starting to block the view of the hand and the red bottle.",
+    "The person's body completely obstructs the camera view, filling the frame with dark denim fabric and the side of a grey sneaker, hiding the car tire and the bottles entirely from sight.",
+    "The person walks out of the frame to the right, their legs moving away to reveal the asphalt and the car tire which has moved forward over the line of containers.",
+    "The scene is fully visible again, showing the car tire resting on the flattened yellow, green, and blue bottles leaking colorful slime, while the red bottle near the edge remains unburst and upright."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00565_01236_camera/sample.json b/MBench-V-new/samples/causal/a00565_01236_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..748ba144075e8ff2091dfdb297c2655953dd9190
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00565_01236_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00565_01236_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A hand holds a small glass jar filled with red and black beads, shaking it slightly before tilting it to pour the beads onto the sand in front of a pink toy house.",
+    "The camera cranes up in a smooth, continuous vertical ascent that gradually elevates the optical axis while maintaining a fixed horizontal orientation across the miniature playset, and this deliberate upward trajectory steadily reveals the weathered white concrete wall serving as the backdrop behind the bright pink brick-patterned toy house alongside the neatly aligned orange wooden picket fence that stretches horizontally across the granular sand bed, where the soft afternoon sunlight casts gentle shadows across the textured terrain and highlights the smooth glass surface of the container resting near the arched entryways, creating a gradual expansion of the visible environment that emphasizes the spatial relationship between the foreground play area and the surrounding structural boundaries.",
+    "The camera continues its uninterrupted vertical crane movement that climbs steadily higher without any lateral drifting or rotational adjustments, and this sustained upward displacement completely removes the hand holding the jar and the scattered bead trail from the lower frame while prominently showcasing the crisp geometric lines of the blue circular window detail near the roofline and the distant patches of dry vegetation bordering the perimeter of the setup, leaving only the upper architectural elements and the bright sky reflection visible against the weathered stucco surface, effectively isolating the structural backdrop from the ground-level activity and ensuring the original action zone remains entirely outside the visible composition.",
+    "The camera initiates a controlled downward crane movement that smoothly reverses the previous vertical trajectory while gradually lowering the optical axis back toward the ground-level environment, and this deliberate descent slowly reintroduces the granular texture of the loose sand into the central viewing zone as the familiar orange wooden fence and the vibrant pink architectural elements gradually slide back into the midground under consistent daylight conditions, bringing the curved doorways and the scattered bead distribution back into partial focus while maintaining a steady optical path toward the original composition and preparing the frame for a complete visual restoration.",
+    "The camera completes its steady downward crane motion that seamlessly restores the original ground-level framing while centering the familiar sandbox arrangement within a balanced composition, and this final vertical adjustment precisely re-centers the pink brick-patterned toy house and the tilted glass container as the hand finishes pouring the remaining red and black beads onto the textured sand surface under clear natural illumination, allowing the viewer to observe the completed trail and the subtle indentations left by the rolling spheres, fully re-establishing the initial scene with absolute spatial clarity and confirming the final state of the poured contents."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00565_01236_dimming/sample.json b/MBench-V-new/samples/causal/a00565_01236_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..658e00ea74dc7936e5a4dbef9193b3086f2c7f74
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00565_01236_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00565_01236_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A hand holds a small glass jar filled with red and black beads, shaking it slightly above the sandy ground in front of a bright pink cardboard castle featuring two arched doorways and an orange picket fence.",
+    "The overhead artificial lights begin to flicker and dim rapidly, causing the vibrant pink of the castle walls and the orange fence to desaturate while shadows deepen around the arches.",
+    "The scene is enveloped in heavy darkness, rendering the pink cardboard house and the orange picket fence almost invisible, with only faint outlines of the sandy terrain and the toy structure remaining.",
+    "Illumination slowly returns to the scene, lifting the darkness to reveal the texture of the sand and the bright pink bricks of the castle as the visibility improves steadily.",
+    "The lighting is fully restored, clearly showing red and black pellets scattered on the sand and inside the left archway of the pink cardboard house after spilling from the glass jar."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00565_01236_occlusion/sample.json b/MBench-V-new/samples/causal/a00565_01236_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..981719c1c72b26fcfcc8a551b30b6e7e44d8bd68
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00565_01236_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00565_01236_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "In a sandy area featuring a bright pink cardboard castle with white brick outlines and an orange picket fence, a hand holds a glass jar of red and black beads, shaking it slightly before tilting to pour.",
+    "As the beads begin to fall, a person's leg clad in blue jeans and a white sneaker steps in from the left, partially obscuring the pink castle and the pouring action.",
+    "The leg moves fully across the foreground, completely blocking the view of the pink structure and the sand, leaving only the blue denim fabric and white shoe visible in the frame.",
+    "The leg in blue jeans shifts toward the right edge, gradually revealing the textured sandy ground and the base of the pink castle as the obstruction clears the central area.",
+    "Once the leg has exited, the camera shows the final result: red and black pellets scattered on the sand and collected inside the left archway of the pink cardboard house."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00581_00452_camera/sample.json b/MBench-V-new/samples/causal/a00581_00452_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..f9d2b1f0db1a49c3d5924f3684ba076b24c67d7d
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00581_00452_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00581_00452_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A dark, inclined conveyor belt continuously transports scattered clumps of brown earth and debris upwards towards a processing area near large white silos.",
+    "The camera begins a steady downward crane motion, shifting the frame to capture the rugged concrete foundations and heavy steel supports while the inclined belt remains partially visible in the upper corner.",
+    "The camera continues its controlled downward crane descent, moving entirely past the machinery base until the conveyor and its earthen cargo disappear from sight and only the shadowed dirt floor and scattered rocks remain.",
+    "The camera initiates a deliberate upward crane reversal, rising smoothly away from the ground level to bring the lower structural beams back into view as the focus gradually returns to the mid-height framework.",
+    "The camera completes its upward crane ascent, locking back onto the initial composition to fully restore the view of the dark inclined belt hauling brown soil clumps toward the large white silos under clear skies."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00581_00452_dimming/sample.json b/MBench-V-new/samples/causal/a00581_00452_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..37060793225719ab6a6ab156a3dd692ea1ba70b7
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00581_00452_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00581_00452_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A close-up shot shows a dark, inclined rubber conveyor belt transporting scattered clumps of brown earth and fibrous debris upwards, set against a backdrop of a large white silo and rusty metal framework under bright sunlight.",
+    "As the belt carries the brown debris upward, heavy storm clouds suddenly roll in front of the sun, causing the bright lighting on the white silo to dim and casting deep shadows over the machinery.",
+    "The scene is plunged into deep shadow as the clouds completely block the sun, leaving the inclined conveyor belt and the moving clumps of earth barely visible in the gloom.",
+    "The heavy storm clouds begin to drift away, allowing sunlight to return and gradually brighten the dark rubber belt and the scattered debris moving toward the processing area near the white tanks.",
+    "The lighting fully recovers to bright daylight, clearly revealing scattered clumps of fibrous material moving up the inclined black conveyor belt toward the processing machinery near the large white storage tanks."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00581_00452_occlusion/sample.json b/MBench-V-new/samples/causal/a00581_00452_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..3747225ebb23e2828e2726ef30402c15e6546f8a
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00581_00452_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00581_00452_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A blue-tinted, inclined conveyor belt continuously transports scattered clumps of brown earth and debris upwards towards a processing area near large white structures, with heavy dark machinery and ropes visible on the left.",
+    "A large, dark, rusted metal pipe swings into the frame from the left edge, partially obscuring the view of the moving conveyor belt and the brown earth clumps traveling upwards.",
+    "The massive dark metal structure completely fills the foreground, blocking the entire view of the conveyor belt and the processing machinery, leaving only the textured surface of the rusted metal visible.",
+    "The large dark metal pipe begins to swing back towards the left edge of the frame, revealing glimpses of the blue-tinted conveyor belt and the scattered debris moving upwards once again.",
+    "With the obstruction fully gone, the camera clearly shows clumps of fibrous material scattered on the inclined black conveyor belt moving upward toward the machinery, situated near the large white storage tanks."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00589_01392_camera/sample.json b/MBench-V-new/samples/causal/a00589_01392_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..73aa0cdb04bace368504231f70c65341dc8d4a3f
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00589_01392_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00589_01392_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Metal tongs lift a golden-brown breaded item from bubbling hot oil, causing splashes and steam, then submerge it back into the vigorously frying oil.",
+    "The camera cranes upward, revealing the stainless steel fryer's rim and the steam rising from the bubbling golden oil as the tongs lift a breaded item, its surface glistening with hot grease.",
+    "The camera continues to crane up, now showing only the upper edge of the deep fryer and the kitchen’s overhead ventilation system, with no trace of the frying food or oil visible in the frame.",
+    "The camera begins to crane downward, gradually bringing into view the metallic sheen of the fryer’s interior and the swirling motion of the hot oil as it bubbles vigorously around submerged items.",
+    "The camera completes its descent, re-establishing the full scene of the deep fryer with the tongs submerging the golden-brown breaded piece back into the sizzling oil, steam curling upward from the surface."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00595_00224_camera/sample.json b/MBench-V-new/samples/causal/a00595_00224_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..d43a0d9843a8e70d4d6d20a4bf1737575e5128db
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00595_00224_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00595_00224_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Person wearing gloves uses a hammer to tap a small object near a floor vent, adjusting its position while kneeling on a blue mat with tools nearby.",
+    "The camera arcs clockwise, shifting focus from the worker’s gloved hands tapping a small object near the floor vent to reveal more of the surrounding bathroom space, including the exposed plumbing and stained subfloor beneath the new laminate planks.",
+    "The camera continues its clockwise arc, now capturing only the upper portion of the wall and the baseboard, with the blue kneel pad and tools completely out of frame, leaving the original action area fully displaced.",
+    "The camera begins to arc counterclockwise, gradually revealing the edge of the blue mat and the corner of the triangular ruler as it moves back toward the center of the renovation site.",
+    "The camera completes its counterclockwise arc, re-establishing the original view of the worker’s hands using the hammer near the floor vent, with the wooden plank, measuring tape, and tool kit clearly visible in the frame."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00606_00626_camera/sample.json b/MBench-V-new/samples/causal/a00606_00626_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..1fc07dc1c870281577f618b254aeb49f4658da75
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00606_00626_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00606_00626_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A red polka-dotted ball rolls along a wooden track with curved grooves, transitions onto a smooth surface, and continues rolling toward a logo on a blue and white background.",
+    "The camera pans right, following the red polka-dotted ball as it rolls along the wooden track’s curved grooves, capturing the natural grain of the light oak surface and the dappled sunlight filtering through nearby foliage.",
+    "The camera continues panning right, now showing only the blue-and-white checkered border of the game board and the edge of the GOZER GAME logo, with the wooden track entirely out of frame and the ball no longer visible.",
+    "The camera pans left, revealing the smooth white surface where the ball has come to rest near the bold red and blue GOZER GAME emblem, illuminated by a bright overhead light reflecting off the glossy finish.",
+    "The camera completes its leftward pan, re-establishing the original view of the wooden track with the red polka-dotted ball stationary on the smooth surface beside the logo, framed by the green base and outdoor brick background."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00606_00994_camera/sample.json b/MBench-V-new/samples/causal/a00606_00994_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..44f4ba2c931fe015b7f15eea2e0823d3d1034b3b
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00606_00994_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00606_00994_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A hand removes a wooden block, releasing colorful balls that roll out and scatter across the surface, while blue and black balls continue moving along a curved track.",
+    "The camera tilts down, revealing the smooth wooden track with its undulating grooves and the glossy black and blue balls rolling along the curved path, while scattered colorful spheres—green, gold, and pink—bounce across the white surface in disarray.",
+    "The camera continues tilting downward, now capturing only the edge of the white table and a glimpse of the wooden block’s corner, with no trace of the ball track or colorful spheres visible, leaving the frame dominated by empty space and soft shadows.",
+    "The camera tilts up, gradually bringing into view the top surface of the wooden structure and the faint outline of the groove's curve, as light reflects off the polished wood and the scattered remnants of motion remain just out of focus.",
+    "The camera completes its upward tilt, re-establishing the full scene with the wooden track clearly visible, the black and blue balls still in motion along the wavy channel, and the colorful spheres dispersed across the bright white surface beneath even lighting."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00606_01009_camera/sample.json b/MBench-V-new/samples/causal/a00606_01009_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..7d27e13ff7f74ce60b040c3b21908970de181cb6
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00606_01009_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00606_01009_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Colored balls roll down wooden tracks, bouncing off obstacles and transitioning between elevated sections supported by Coca-Cola cans.",
+    "The camera orbits clockwise around the wooden track structure, revealing the red Coca-Cola cans supporting the elevated sections and the smooth grain of the light wood rails as a yellow ball rolls down the initial slope.",
+    "The camera continues its clockwise orbit, moving beyond the original setup to capture the textured white wall and the shadowed edge of the table, with no trace of the ball tracks or soda cans visible in the frame.",
+    "The camera begins its counterclockwise orbit, sweeping past the corner of the tabletop where the red border of the track is briefly glimpsed before shifting focus toward the base of the wooden ramp resting on a can.",
+    "The camera completes its counterclockwise arc, repositioning directly above the central junction of the wooden rails, clearly showing the blue and red balls navigating the curved path supported by the Coca-Cola cans."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00607_01039_camera/sample.json b/MBench-V-new/samples/causal/a00607_01039_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..bcfb198f958a0d7782c953e1ec18a8b49d50a7ab
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00607_01039_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00607_01039_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A person swings a hatchet down, striking the top of a vertical piece of split wood on a stump, then places a round log beside it.",
+    "The camera arcs clockwise while steadily shifting its lateral position outward, gradually altering the parallax perspective across the sun-dappled clearing to establish a broader environmental context. This deliberate rotational movement brings the weathered chopping block into clearer relief, revealing the rough bark texture of the upright split timber, the scattered pale wood shavings across the dark stump surface, the curved metal handle of the embedded hatchet resting beside a small patch of bright green foliage, and the blurred outline of a panting dog at the frame’s right edge, all illuminated by soft overhead canopy light that casts long, shifting shadows across the dry soil and scattered pine needles while emphasizing the gritty, earthy tones of the outdoor workshop, where the warm afternoon glow enhances the natural contrast between the pale inner wood and the shadowed ground, creating a visually cohesive transition into the surrounding woodland.",
+    "The camera continues arcing clockwise while maintaining its outward lateral drift, completing the paired departure sequence by fully rotating past the central workspace to survey the surrounding terrain. This sustained rotational sweep leaves the chopping block and timber completely out of frame, instead capturing a quiet stretch of the forest floor dominated by a stack of weathered gray planks, tangled dry roots, and a fallen birch branch resting against a mossy stone, all bathed in the same diffused afternoon sunlight that filters through the dense canopy above and highlights the subtle variations in soil moisture, decaying leaf litter, and the soft green moss clinging to nearby tree bases while emphasizing the tranquil, undisturbed atmosphere of the woodland periphery, where gentle breezes occasionally rustle the underbrush and cast fleeting shadows across the uneven ground.",
+    "The camera arcs counterclockwise while steadily reversing its outward trajectory, initiating the paired return movement by sweeping back toward the central clearing. This corrective rotational path gradually brings the edge of the work zone back into view, revealing scattered fragments of light-colored bark, the worn leather handle of a nearby tool, and the gradual transition from the damp forest soil to the disturbed earth around the stump, all under the consistent natural lighting that maintains visual continuity across the shifting perspective while slowly reintroducing the familiar textures of the outdoor crafting area, including the faint impressions of boot prints, the glint of metal debris half-buried in the dirt, and the soft rustle of leaves stirred by the returning lens, which carefully tracks the subtle changes in ground elevation and the gradual reappearance of the central work zone.",
+    "The camera continues arcing counterclockwise while stabilizing its lateral position, fully re-establishing the original viewpoint to frame the completed chopping sequence. This final rotational adjustment centers the weathered stump once more, clearly displaying the freshly split vertical timber, the heavy hatchet still embedded in the wood, the newly placed round log resting snugly beside it, and the patient dog watching from the right, all captured under the same steady daylight that highlights the clean cut surfaces, scattered wood chips, and the rich grain patterns of the freshly exposed inner wood against the dark, textured bark, while reinforcing the grounded, hands-on atmosphere of the outdoor woodworking task through sharp focus and balanced natural illumination, which perfectly renders the final arrangement of tools and timber in a stable, centered composition."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00607_01039_dimming/sample.json b/MBench-V-new/samples/causal/a00607_01039_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..409a9d7529c731483bc9f831661edd1fc6811ed2
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00607_01039_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00607_01039_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "In a sunlit outdoor area, a person stands ready to swing a hatchet down onto a vertically positioned piece of split wood on a large tree stump, with a second axe already embedded in the wood nearby.",
+    "As the person begins the downward swing of the hatchet, heavy grey storm clouds rapidly move in, causing the sunlight to dim significantly while shadows deepen across the wood chips scattered on the stump.",
+    "The scene is engulfed in deep shadow as the storm clouds completely obscure the sun, rendering the vertical wood piece and the embedded axe almost invisible against the dark tree stump.",
+    "The heavy clouds start to break apart, allowing patches of sunlight to return and gradually illuminate the wood shavings on the stump and the snout of the dog watching from the right.",
+    "Under fully restored natural light, a new cylindrical log now lies horizontally on the tree stump beside the upright pointed wood, while the axe remains stuck in the stump nearby."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00607_01039_occlusion/sample.json b/MBench-V-new/samples/causal/a00607_01039_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..771c27e861d861ca663508b4fa77a3f1d62fa453
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00607_01039_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00607_01039_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A person in brown trousers stands behind a dark, rough tree stump where a vertical piece of light-colored split wood is being shaped, while a hatchet with a curved handle is embedded nearby and a tan dog watches from the right edge.",
+    "The tan dog suddenly moves closer from the right side, its furry snout and ear entering the frame to partially obscure the view of the vertical wood piece and the embedded hatchet handle as the person prepares to strike.",
+    "The dog's tan fur and flank completely fill the foreground, blocking the view of the stump and the wood-splitting action entirely as the animal passes directly in front of the static camera lens.",
+    "As the dog continues moving to the left, its tan fur and hind legs drift out of the frame, gradually revealing the dark stump surface and the wood pieces underneath through the widening gap.",
+    "With the dog fully gone, the scene reveals a cylindrical log lying horizontally on the tree stump next to the upright, pointed wood piece, while the axe remains embedded in the stump nearby."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00607_02300_camera/sample.json b/MBench-V-new/samples/causal/a00607_02300_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..99f8d5e44bb1f0b45360880d236f1bc5ccec12f6
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00607_02300_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00607_02300_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "An axe repeatedly strikes a log, splitting off thin wooden shavings with each forceful downward motion, creating a growing pile of splinters on the bark surface.",
+    "The camera tilts upward, revealing the forest canopy above as dappled sunlight filters through the dense tree cover, casting shifting patterns on the mossy ground where scattered logs lie in disarray.",
+    "The camera continues its upward tilt, now focusing entirely on the treetops and the overcast sky, with no trace of the log or axe visible, only the rustling leaves and distant bird calls hinting at the woodland setting below.",
+    "The camera tilts downward, gradually bringing into view the damp earth littered with pine needles and bark fragments, while the edge of a dark rubber boot reappears near the base of a felled trunk.",
+    "The camera completes its descent, settling back onto the original scene where the axe rests atop the freshly split log, wood shavings piled neatly beside it, and the rhythmic motion of chopping resumes under the soft natural light."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00608_00021_camera/sample.json b/MBench-V-new/samples/causal/a00608_00021_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..7011b2c32c52d4f13ff7f76d1916f63fca57269c
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00608_00021_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00608_00021_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A person pours a thick, steady stream of white liquid from a large plastic container into a stainless steel mixing bowl positioned beneath a yellow industrial mixer arm.",
+    "The camera initiates a deliberate and steady downward tilt that gradually shifts the optical axis away from the upper workstation while maintaining a smooth mechanical descent across the brown tiled floor, and as the lens continues its controlled pivot, the frame clearly displays the thick steady cascade of white liquid continuing its uninterrupted journey from the large translucent plastic container gripped firmly by a pair of hands into the wide stainless steel mixing bowl, while the heavy yellow mechanical mixer arm remains suspended just above the turbulent surface, catching the cool ambient overhead lighting that sharply reflects off the curved metallic rim and the rapidly expanding frothy pool accumulating at the bottom of the vessel which glistens under the consistent artificial illumination and highlights the viscous texture of the dairy product as it merges with the existing contents.",
+    "The camera persists in its uninterrupted and increasingly steep downward tilt that drives the field of view completely past the pouring zone and the suspended mixing apparatus until the original workspace vanishes entirely from the frame, and once the downward rotation concludes its full arc, the shot exclusively reveals the dark brown ceramic tiled flooring scattered with damp cardboard protective mats, the sturdy painted base of a bright yellow chemical storage drum, and the textured metallic diamond-plate access ramp leading toward the floor drainage channel, all illuminated by the harsh overhead fluorescent fixtures that cast long stark shadows across the sterile industrial kitchen environment and highlight the accumulated moisture pooling near the heavy equipment support legs which creates a stark contrast against the pale grout lines and emphasizes the utilitarian nature of the food processing facility beneath the main workstation.",
+    "The camera initiates a smooth and highly controlled upward tilt that deliberately reverses the previous vertical displacement and gradually elevates the viewing angle away from the lower floor-level details toward the mid-section of the active processing area, and as the lens ascends along its predetermined mechanical arc, the frame begins to capture the polished stainless steel support legs of the heavy mixing station, the curved edge of a white flexible rubber hose coiled neatly against the pale green industrial wall paneling, and the highly reflective metallic surface of the equipment mounting platform, all bathed in the consistent artificial overhead lighting that steadily starts to reveal the familiar structural contours and operational zones of the food production workspace once again which gradually brings the surrounding machinery and storage shelves back into peripheral focus as the perspective climbs toward the central work zone.",
+    "The camera completes its steady and highly continuous upward tilt that precisely returns the optical axis to the original framing height and smoothly brings the primary processing zone back into clear centered focus within the industrial setting, and as the view finally stabilizes at its intended position, the scene once again fully displays the thick unbroken stream of white liquid steadily flowing from the large translucent plastic container into the wide stainless steel mixing bowl, the prominent yellow industrial mixer arm hovering directly overhead with its heavy black mounting bracket clearly visible, and the rapidly expanding frothy mixture accumulating inside the polished vessel, all sharply defined under the bright overhead workstation lighting that thoroughly illuminates the ongoing culinary production activity and restores the complete visual context of the initial pouring sequence which perfectly captures the viscous fluid dynamics and the precise alignment of the pouring operation as the manufacturing process continues without interruption."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00608_00021_dimming/sample.json b/MBench-V-new/samples/causal/a00608_00021_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..157f879d9e474b05e18c2f195f574c21d4ea8176
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00608_00021_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00608_00021_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "In a brightly lit food processing area with brown tiled floors, a person begins pouring a steady stream of white milk from a container into a large stainless steel mixing bowl positioned under a yellow industrial mixer arm.",
+    "As the white liquid continues to flow into the bowl, the overhead artificial lights suddenly flicker and dim, causing shadows to deepen around the yellow mixer stand and the nearby yellow jerrycan while the scene's colors start to fade.",
+    "The lights switch off completely, plunging the kitchen into darkness where the stainless steel bowl and the yellow mixer arm are barely visible as faint silhouettes against the dark background of the room.",
+    "The overhead lights buzz and flicker back on, gradually restoring illumination to the room and revealing the details of the brown tiled floor and the diamond-plate metal step as the brightness returns.",
+    "Fully illuminated once again, the scene shows the result of the action: the large stainless steel mixing bowl now contains a high volume of white milk, filling the vessel significantly beneath the yellow mixer."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00608_00021_occlusion/sample.json b/MBench-V-new/samples/causal/a00608_00021_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..7f329077aacba937f33ee79ad973726947e484e1
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00608_00021_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00608_00021_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "In an industrial kitchen featuring brown tiled flooring and a yellow plastic jerrycan in the background, a large stainless steel mixing bowl sits beneath a heavy yellow mixer arm as a thick stream of white liquid begins pouring into the vessel.",
+    "From the left edge, a worker wearing grey trousers and white sneakers steps into the immediate foreground, their body partially blocking the view of the stainless steel bowl and the pouring action taking place beneath the yellow machinery.",
+    "The worker's grey-clad legs and torso completely dominate the frame, fully obscuring the mixing bowl, the white liquid, and the yellow industrial mixer arm, leaving only the moving fabric of their clothing visible to the static camera.",
+    "As the worker continues walking toward the right, their grey trousers and white shoes slide out of view, gradually revealing the stainless steel bowl and the yellow mixer arm again as the obstruction clears the lens.",
+    "Once the worker has fully exited the frame, the camera clearly shows the large stainless steel mixing bowl containing a high volume of white milk, filling the vessel significantly beneath the stationary yellow mixer arm."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00610_01067_camera/sample.json b/MBench-V-new/samples/causal/a00610_01067_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..749606a025ba905d6a0be519a4758b4099504fa0
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00610_01067_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00610_01067_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A red toy excavator digs sand with its black bucket, moving it over a silver pipe partially buried in the sand. The arm extends and retracts repeatedly, scooping and depositing sand around the pipe.",
+    "The camera cranes downward, following the red excavator’s arm as it scoops sand near the silver pipe embedded in the granular terrain. The black bucket lifts and deposits material with precise motion, revealing ripples in the beige sand around the metallic conduit. The toy machine’s tracks leave faint impressions, and a hand steadies the cab from above, guiding its operation. Sunlight casts sharp shadows, emphasizing the texture of the sand and the glossy finish of the excavator’s body.",
+    "The camera continues craning down, shifting focus away from the excavation site to reveal a broader expanse of undisturbed sand stretching toward a distant edge of the play area. The red excavator and silver pipe are no longer visible, replaced by smooth, wind-swept dunes and scattered pebbles under consistent daylight. A faint line of footprints marks the boundary of prior activity, but the scene now emphasizes emptiness and stillness beyond the original action zone.",
+    "The camera begins craning upward, slowly ascending from the sandy surface to capture a wider view of the surrounding environment. As it rises, the horizon becomes more defined, showing a pale sky above the textured landscape. The edges of the sandbox emerge into frame, framed by soft light reflecting off the fine grains of sand. No machinery is yet visible, but the movement suggests a return toward the initial focal point.",
+    "The camera completes its upward crane, re-establishing the original action area where the red toy excavator rests beside the partially buried silver pipe. The black bucket hovers mid-air after a scoop, sand cascading from its lip onto the mound nearby. The hand remains on the cab, guiding control, while sunlight highlights the contrast between the bright red body and the golden sand. The scene returns fully to the excavation task, capturing both the machine and its immediate surroundings in clear detail."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00620_00582_camera/sample.json b/MBench-V-new/samples/causal/a00620_00582_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..472ed1b7295042177d217e6729c981f2752741a0
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00620_00582_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00620_00582_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A hand swings an axe downward, striking a piece of wood placed on a log, causing splinters to fly as the blade splits the wood with force.",
+    "The camera tracks right, following the motion of the axe as it arcs downward, capturing the sharp edge slicing through the wood grain and sending splinters flying into the sunlit air above the weathered log surface.",
+    "The camera continues tracking right, now revealing a patch of dry grass and distant shrubs beyond the original chopping area, with only the faint shadow of the log visible at the far left edge of the frame.",
+    "The camera tracks left, gliding past the charred bark of a nearby stump and catching the dappled sunlight filtering through overhead leaves, gradually reorienting toward the central clearing.",
+    "The camera settles back to the original position, framing the split wood resting on the log, the axe held mid-swing in the hand, and the surrounding field bathed in bright daylight under a clear blue sky."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00626_00327_camera/sample.json b/MBench-V-new/samples/causal/a00626_00327_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..333163cd324ee599a8ff87ea15ec2dc62cbee14b
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00626_00327_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00626_00327_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A skateboarder rides down a street, loses balance, and falls backward onto the pavement, arms flailing, as the board slides away.",
+    "The camera arcs clockwise, following the skateboarder’s descent as he loses balance and tumbles backward onto the sun-baked asphalt, his arms flailing mid-air while the green-decked board slides away from his grip toward the curb.",
+    "The camera continues its clockwise arc, now capturing a wide stretch of empty street lined with dry palm fronds and a weathered chain-link fence, where the fallen skater and board are no longer in frame, replaced by the shadowed edge of a concrete sidewalk and a distant parked van under bright daylight.",
+    "The camera arcs counterclockwise, sweeping past a rusted metal gate and a faded “No Parking” sign on a cracked sidewalk, gradually bringing back into view the dusty road surface and scattered debris near the curb.",
+    "The camera completes its counterclockwise arc, re-centering on the asphalt where the skateboarder lies motionless, limbs splayed, and the green board rests nearby, framed by the same red-curbed sidewalk and sunlit palm trees as before."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00626_00478_camera/sample.json b/MBench-V-new/samples/causal/a00626_00478_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..2d91e2a8695433e6c280870256646e5ee66d0ad6
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00626_00478_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00626_00478_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Person uses hammer to tap metal pry bar into floor gap, pushing it deeper while holding bar steady with gloved hand, near wall base and exposed subfloor.",
+    "The camera tracks right along the edge of the dark wood flooring, revealing more of the worn blue wall and peeling baseboard as it moves, with the metal pry bar and yellow-headed hammer now positioned near the corner where the subfloor is exposed.",
+    "The camera continues tracking right past the original work area, showing only the bare concrete floor and a section of the deteriorated wall base, leaving the hammer, pry bar, and flooring gap entirely out of frame.",
+    "The camera tracks left across the textured gray flooring, passing over the edge of the cut-out panel and approaching the wall’s base, where patches of old adhesive and discoloration are visible on the subfloor.",
+    "The camera settles back into the initial position, framing the metal pry bar embedded in the floor gap, the gloved hand gripping it firmly, and the yellow-headed hammer resting nearby, with the full action scene clearly re-established."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00629_00640_camera/sample.json b/MBench-V-new/samples/causal/a00629_00640_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..91632242428bf6b455c015dd0e915f3d6954fdbd
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00629_00640_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00629_00640_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A hockey player in a black jersey skates with the puck while being pursued by an opponent. He loses his balance, falls to the ice, and slides forcefully into the boards.",
+    "The camera initiates a deliberate crane down motion, steadily lowering its elevated broadcast perspective toward the frozen playing surface while maintaining a smooth vertical trajectory; as the optical axis descends, the frame clearly captures the black-jerseyed forward gliding across the freshly resurfaced ice with precise stick control as his white-clad defender aggressively closes the distance along the adjacent hash marks, all illuminated by the harsh overhead arena lights that cast sharp reflections across the cold expanse and highlight the vibrant advertising graphics mounted along the perimeter boards, effectively setting the stage for the impending physical engagement near the defensive zone where the players' blades continue to carve intricate patterns into the compacted snow, creating a dynamic visual contrast between the swift athletic movement and the rigid, frozen environment that demands constant balance and precision.",
+    "The camera continues its steady crane down trajectory, pushing the optical viewpoint further toward the rink floor until the initial skating zone completely disappears from the frame; as the descent reaches its lowest point, the lens now frames only the textured grooves and snow spray accumulating along the yellow kickplate at the base of the dasher boards, where the harsh overhead spotlights cast long, distorted shadows across the damp rubber matting and reveal the intricate network of skate marks etched into the cold, hard surface beneath the protective glass, completely isolating the foundational elements of the arena infrastructure while the dynamic player movement vanishes entirely from sight, leaving only the stark, unyielding materials of the rink's lower boundary in full view, where the accumulated ice shavings and moisture create a gritty, textured landscape that emphasizes the mechanical durability required for professional competition.",
+    "The camera begins a controlled crane up maneuver, gradually elevating its position away from the floor-level perspective and reclaiming the vertical space above the ice; as the ascent progresses, the frame slowly reintroduces the lower sections of the transparent acrylic barrier along with the metallic stanchions that secure the rink glass, allowing the ambient arena atmosphere to filter back into view through the subtle reflections on the curved safety panels and the distant blur of spectator seating that begins to emerge in the upper periphery, effectively bridging the gap between the grounded structural details and the broader competitive environment that awaits reentry into the composition, gradually restoring the spatial context necessary to understand the full scope of the game while the rising perspective reveals the interplay of artificial illumination and translucent materials that define the modern hockey arena experience.",
+    "The camera completes its steady crane up sequence, restoring the original broadcast elevation and aligning the optical axis back toward the center of the playing surface; as the viewpoint stabilizes, the frame clearly reveals the fallen athlete in the black jersey sliding to a halt against the padded boards while his stick lies discarded on the frosty expanse, surrounded by the scattered markings of the defensive zone and the crisp boundary lines that frame the intense physical confrontation now fully visible once more, successfully returning the audience to the primary point of interest where the impact and subsequent recovery unfold under the bright stadium illumination, re-centering the narrative on the critical moment of athletic collision and ensuring that the viewer's attention is firmly anchored to the original action zone as the sequence reaches its conclusive visual resolution."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00629_00640_dimming/sample.json b/MBench-V-new/samples/causal/a00629_00640_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..f0e485f2227c6fc0d92fad9c3a07839600712e5a
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00629_00640_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00629_00640_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A hockey player in a black jersey with the number 6 skates across the gleaming white ice, stickhandling the puck while two opponents in white jerseys with red accents pursue him from the right.",
+    "Suddenly, the bright overhead arena lights begin to flicker violently, casting deepening shadows across the ice as the illumination starts to drop and the colors of the jerseys begin to desaturate.",
+    "The arena plunges into near-total darkness as the main power cuts out, leaving only faint ambient light that barely reveals the silhouettes of the players sliding on the ice.",
+    "The overhead lights surge back to life with a buzz, gradually illuminating the scene again as the players' forms emerge from the shadows and the ice regains its bright white appearance.",
+    "With the lighting fully restored, the camera reveals the aftermath: the player in the black jersey lies on his back near the boards holding his stick up in the air, while the opponents stand nearby."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00629_00640_occlusion/sample.json b/MBench-V-new/samples/causal/a00629_00640_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..1dece92f4468514de2a443ff68ded690928e9ace
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00629_00640_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00629_00640_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "On the expansive white ice sheet marked with faint skate grooves, a hockey player in a black jersey bearing the number 6 skates aggressively toward the left, stick in hand, while opponents in white and red uniforms chase him from the right.",
+    "From the right edge, the lower body of a player in white pants with red stripes skates rapidly into the foreground, their black skates blurring slightly as they begin to block the view of the black-jerseyed player losing his footing.",
+    "The foreground player's white uniform completely fills the screen, with the red stripes on the socks and the hem of the jersey obscuring the entire background action, hiding the player in black as he crashes onto the ice surface.",
+    "As the player in the white uniform skates out toward the left edge, the view opens up to reveal the scratched white ice again, showing the player in black lying prone near the boards after his fall.",
+    "With the foreground player fully out of the frame, the camera clearly reveals the player in the black jersey lying on his back on the ice near the boards, his legs bent and his hockey stick held vertically in the air."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00637_00239_camera/sample.json b/MBench-V-new/samples/causal/a00637_00239_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..78d6bab5c2116bb6cbcbd02ed2d9f13c1ed850d2
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00637_00239_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00637_00239_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Players jump and dive across a grid of blue trampolines during a dodgeball game, throwing red balls at opponents while dodging incoming throws by flattening their bodies.",
+    "The camera steadily cranes down from its elevated mount, and the expansive grid of blue trampoline squares bordered by thick orange safety padding fills the frame as the athletes prepare to launch.",
+    "The camera continues to crane down toward the facility floor, and only the dark rubberized maintenance corridors and heavy-duty safety netting at the perimeter remain visible while the central playing court vanishes completely.",
+    "The camera begins to crane up from the lower position, and the industrial floor markings along with the spectator barriers slide out of view as the competition zone gradually returns to sight.",
+    "The camera completes its crane up to the original height, and the full overhead perspective of the dodgeball game reappears where competitors in black numbered jerseys dive across the blue mats to intercept the flying red balls."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00637_00239_dimming/sample.json b/MBench-V-new/samples/causal/a00637_00239_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..a89740bb2d07b59f963898adf0023d7fc65eeed3
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00637_00239_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00637_00239_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A player wearing a black jersey with the number 7 runs across a grid of blue and black trampolines in a brightly lit indoor arena, while other players prepare to throw red dodgeballs in the background.",
+    "The bright overhead arena lights suddenly flicker and begin to dim, casting deepening shadows across the blue trampoline mats as the vibrant colors of the red dodgeballs and player uniforms start to fade into gray.",
+    "The facility plunges into near-total darkness as the main power cuts out, leaving the trampoline grid barely visible under faint ambient light while the players' diving movements are completely obscured by the heavy shadows.",
+    "The overhead lights flicker back to life, gradually illuminating the blue mats and revealing the scattered red balls as visibility returns to the indoor sports arena, bringing the shapes of the players back into focus.",
+    "With the lighting fully restored, the scene shows a player in a white shirt lying prone on the blue mat, while two opponents in black shirts crouch and stand nearby amidst several red dodgeballs resting on the surfaces."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00637_00239_occlusion/sample.json b/MBench-V-new/samples/causal/a00637_00239_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..daed6f467d1d9a83b38a2e2bf4ac42b46187f370
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00637_00239_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00637_00239_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A player in a black jersey with the number 7 sprints across the blue trampoline grid, illuminated by bright overhead lights, while vertical banners reading \"NZONE\" and a Pepsi logo are visible on the dark walls where a person in white stands.",
+    "A large red dodgeball enters rapidly from the right edge, growing larger as it flies toward the lens, partially blocking the view of the running player and the blue mats beneath.",
+    "The textured red surface of the dodgeball completely dominates the frame, acting as a solid barrier that entirely blocks the view of the trampoline court, the players, and the blue mats beneath.",
+    "The red ball shifts downward and to the left, gradually exposing the blue trampoline surfaces and the players as the obstruction moves away from the center of the lens, widening the view.",
+    "The red ball has fully exited the frame, clearly revealing a player in a white shirt lying prone on the mat, while two opponents in black shirts crouch and stand nearby with red dodgeballs resting on the blue and black surfaces."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00642_00587_camera/sample.json b/MBench-V-new/samples/causal/a00642_00587_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..9eba84a03e5259877cda4a9ed27ff079d89832d4
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00642_00587_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00642_00587_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Colorful marbles roll down a wooden spiral track, bouncing between steps and moving smoothly along the curved path.",
+    "The camera arcs counterclockwise, smoothly sweeping past the wooden spiral track’s polished grain and rounded steps, capturing the vibrant marbles as they tumble down the curved path with a gentle bounce between each level.",
+    "The camera continues its counterclockwise arc, moving beyond the track’s structure into an empty expanse of white wall and floor, where only the soft shadow of the wooden frame remains visible in the corner of the frame.",
+    "The camera begins a clockwise arc, gliding back through the minimalist space, revealing the edge of the wooden support beam and the faint reflection of light on the smooth surface beneath the track.",
+    "The camera completes its clockwise return, recentering on the full spiral track as colorful marbles roll downward once more, their motion framed by the natural wood texture and clean white background."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00642_00854_camera/sample.json b/MBench-V-new/samples/causal/a00642_00854_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..95d93bfcfc80bd188bb60ebba6d0fea2aab2a127
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00642_00854_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00642_00854_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Colorful balls roll down a wooden ramp, bouncing and tumbling across multiple levels, creating a cascading motion as they descend from top to bottom.",
+    "The camera tracks right along the wooden ramp’s length, following the cascading motion of colorful balls as they tumble down each tier, their glossy surfaces reflecting the bright overhead lighting.",
+    "The camera continues tracking right past the final level of the ramp, now capturing only the red plastic supports and the white wall behind, with no trace of the rolling balls or wooden structure visible.",
+    "The camera tracks left across the smooth white floor, passing the edge of the red frame and revealing a glimpse of the adjacent empty space beside the play structure.",
+    "The camera tracks left until it re-frames the full wooden ramp, where the last few balls are still rolling down the lower tiers, bouncing off the polished wood under consistent indoor lighting."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00642_01299_camera/sample.json b/MBench-V-new/samples/causal/a00642_01299_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..05df0ad18e956e56047c9fe6de0a339c479c41d2
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00642_01299_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00642_01299_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Colorful translucent balls roll down parallel wooden tracks, bouncing and shifting positions as they move toward curved exits at the end of the ramp.",
+    "The camera orbits clockwise around the wooden track, revealing the smooth grain of the light pine planks and the vibrant reflections on the translucent red and yellow balls as they roll down the parallel grooves.",
+    "The camera continues its clockwise orbit, now capturing only the curved exit ramp and the white wall behind it, with the colorful balls no longer in frame and the original action area fully displaced from view.",
+    "The camera begins a counterclockwise orbit, gliding past the edge of the wooden structure where faint shadows fall across the polished surface, gradually bringing the curved track back into alignment.",
+    "The camera completes its counterclockwise return, re-establishing the full view of the parallel wooden tracks with the green and orange balls rolling toward the exit, their glossy surfaces catching the soft overhead light."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00642_01963_camera/sample.json b/MBench-V-new/samples/causal/a00642_01963_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..c14d1308a08c832feda2cfa986f059f9a6157e86
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00642_01963_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00642_01963_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Colorful balls are released one by one into a wooden track, rolling down parallel grooves at varying speeds, creating a cascading motion as they travel toward the bottom.",
+    "The camera tracks left along the wooden track, following the red ball as it rolls down the top groove, its polished surface catching the bright overhead light, while the parallel grooves reveal the smooth grain of the light-colored wood and the dark-stained supports at the edges.",
+    "The camera continues tracking left past the end of the structure, now showing only a plain white wall and the edge of a blue tape mark on the floor, with no trace of the balls or track visible, leaving the scene empty and minimalistic under even lighting.",
+    "The camera tracks right across the blank wall, gradually revealing the corner of the wooden frame and the faint shadow cast by the structure, hinting at the return toward the original setup with consistent ambient illumination.",
+    "The camera completes its rightward movement, repositioning to capture the full wooden track again, where the colorful balls—red, yellow, and blue—are now settled in their final positions within the grooves, the natural wood texture and metallic screw fittings clearly visible under steady lighting."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00648_00373_camera/sample.json b/MBench-V-new/samples/causal/a00648_00373_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..fb8bf8f89b069ed359d6476ce4d2f84a159f9688
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00648_00373_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00648_00373_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A beat-up white pickup truck rams into the side of a damaged SUV, forcefully pushing it backward into a dirt embankment while kicking up a large cloud of dust.",
+    "The camera tracks left along the arena perimeter, and the frame captures the outer boundary where red safety netting separates the spectator crowd from the active crash zone.",
+    "The camera continues tracking left past the white canopy tents, and the view completely excludes the initial collision site as it settles on the distant green tree line.",
+    "The camera begins tracking right across the barren dirt runoff, and the shot sweeps over scattered tire marks that guide the perspective back toward the main competition grounds.",
+    "The camera finishes tracking right to re-center the viewpoint, and the scene clearly displays the battered white pickup truck and crushed SUV resting against the steep dirt embankment."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00648_00373_dimming/sample.json b/MBench-V-new/samples/causal/a00648_00373_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..dcbd14d0605153898b86b9f8812ace7c0484a885
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00648_00373_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00648_00373_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "In a dusty outdoor arena backed by a grassy hill lined with spectators behind red fencing and a white tent, a beat-up white SUV and a dark pickup truck sit on the track under a grey sky.",
+    "Dark storm clouds rapidly gather overhead, causing the ambient light to fade quickly as shadows lengthen across the dirt track and the crowd of onlookers watching from the embankment near the white tent.",
+    "The arena is engulfed in deep shadow as the storm completely blocks the sun, rendering the damaged vehicles and the spectators on the hill barely visible in the heavy gloom surrounding the dirt track.",
+    "The thick cloud cover begins to dissipate, allowing natural light to return and slowly brighten the scene, bringing the details of the dirt mounds and the stationary vehicles back into focus.",
+    "Now fully lit by the returning sun, the scene shows the final aftermath where a damaged white truck and a car labeled Wilton rest near a dirt mound, while a red and white van in the foreground emits thick white smoke."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00648_00373_occlusion/sample.json b/MBench-V-new/samples/causal/a00648_00373_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..119799c7142ef1fff2ec0d25228d7ff40e499de0
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00648_00373_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00648_00373_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A beat-up white pickup truck on the left accelerates across the dirt track towards a damaged SUV, with a crowd of spectators watching from a grassy hill lined with red fencing under an overcast sky.",
+    "A spectator wearing a grey hoodie enters from the left edge of the frame, walking close to the static camera and beginning to block the view of the white truck near the red safety fencing.",
+    "The spectator in the grey hoodie continues walking across the immediate foreground, their torso completely filling the camera view and obscuring the dirt pit and the dusty action taking place just behind them.",
+    "The spectator moves toward the right side of the frame, gradually uncovering the scene as the dusty pit and the grassy hill with spectators become visible again through the widening gap.",
+    "Once the spectator has fully exited the frame, the camera reveals a damaged white truck and a car labeled 'Wilton' resting near the dirt embankment, while a red and white van in the foreground emits thick white smoke."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00651_00392_camera/sample.json b/MBench-V-new/samples/causal/a00651_00392_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..65dd9f6f0f382454c7c752b394d4c75cbc8d6714
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00651_00392_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00651_00392_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Turbulent ocean waves crash forcefully over dark rocks, churning the water into thick white foam and spray as the sea surges, swirls, and rolls continuously.",
+    "The camera initiates a steady tracking movement to the right, gliding laterally along the rugged coastline where jagged, sun-drenched dark rocks jut out from the churning sea. As the lens pans across the scene, the frame captures the violent collision of heavy swells against the stone, revealing thick layers of aerated white foam that swirl and boil around the submerged crevices. The motion follows the natural flow of the water, emphasizing the texture of the wet, black basalt slick with seawater and the chaotic patterns of the spray illuminated by the bright daylight. This lateral shift gradually moves the perspective away from the initial impact zone, showcasing the relentless energy of the ocean as it surges forward, while the intricate details of the frothing currents and the sharp, angular edges of the rock formation remain sharply in focus, creating a dynamic sense of continuous lateral displacement.",
+    "The camera continues its unwavering trajectory to the right, carrying the viewer completely away from the original crash site until the familiar dark rocks and primary surge zone vanish from sight. Now fully displaced, the frame is filled with a fresh expanse of turbulent water, where the ocean swells roll over a different section of submerged, moss-covered stones that glisten under the shifting sunlight. The view is dominated by the chaotic dance of thick, rolling white foam that spreads across the surface, obscuring the deeper currents below as the water churns with relentless intensity. This new vantage point highlights the endless repetition of the sea's power, capturing the mesmerizing swirl of aerated bubbles and the rhythmic undulation of the waves as they crash over unseen obstacles, presenting a scene of pure, unadulterated oceanic motion that shares the same ferocity but exists in a distinctly separate location along the shore.",
+    "The camera reverses its direction with a smooth tracking motion to the left, beginning the return journey as the frame starts to sweep back across the frothing surface of the ocean. As the lens glides leftward, the view transitions from the displaced zone of rolling swells back toward the area of high turbulence, revealing the glistening edges of wet rock emerging from the thick, churning white foam. The movement retraces the lateral path, bringing into focus the intricate textures of the water as it boils and crashes, with sunlight catching the spray that erupts from the hidden collisions beneath the surface. This return motion re-introduces the viewer to the escalating energy of the surf, capturing the dynamic swirl of the currents and the sharp contrast between the deep, translucent blue water and the bright, aerated mass that surges forward, signaling the approach of the original dramatic scene where the waves forcefully attack the dark stone.",
+    "The camera completes its return with a final tracking movement to the left, settling back into the original viewpoint to clearly re-establish the dramatic scene where turbulent ocean waves crash forcefully over the jagged dark rocks. The frame is once again filled with the powerful surge of the sea, showcasing the relentless churning of thick white foam that engulfs the submerged stone formations and swirls in chaotic patterns around the crevices. The main action is fully visible, with the heavy swells rolling in and shattering against the unyielding barrier, sending plumes of spray into the air while the water boils and froths with intense energy. This re-established perspective captures the continuous cycle of the ocean's assault on the coast, highlighting the wet, glistening surface of the rocks and the vibrant interplay of light on the aerated water, bringing the viewer back to the heart of the turbulent interaction between the surging sea and the solid earth."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00651_00392_dimming/sample.json b/MBench-V-new/samples/causal/a00651_00392_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..0472deb931d8b8304038fd51dd4ba5499c063f57
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00651_00392_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00651_00392_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "Turbulent ocean waves crash forcefully over dark, submerged rocks, churning the water into thick white foam and spray as the sea surges and rolls continuously under bright natural sunlight.",
+    "Sudden heavy storm clouds roll rapidly across the sky, causing the bright sunlight to fade and the vibrant white foam to desaturate into a duller grey as shadows deepen over the churning water.",
+    "The scene plunges into near-total darkness as the storm clouds completely block the sun, leaving only the faint, ghostly outlines of the churning white foam barely visible against the black water.",
+    "The heavy storm clouds begin to part, allowing shafts of sunlight to pierce through and gradually illuminate the swirling water, bringing back the contrast between the dark rocks and the brightening foam.",
+    "Sunlight fully returns to reveal the aftermath, where churning white foam and turbulent seawater wash over dark, submerged rocks, creating a swirling mix of froth and dark water across the surface."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00651_00392_occlusion/sample.json b/MBench-V-new/samples/causal/a00651_00392_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..961a741a70697355a20b9484a26501a228c73274
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00651_00392_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00651_00392_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "Sunlight glints off the turbulent ocean surface as powerful waves crash forcefully over dark, jagged rocks, churning the deep blue water into thick, swirling white foam that surges continuously across the frame.",
+    "A large seagull with white and grey feathers suddenly swoops down from the top left corner, its blurred wings beginning to obscure the view of the churning white foam and dark rocks below.",
+    "The seagull's body and outstretched wings completely fill the frame, blocking the view of the ocean entirely as its textured white feathers and dark wingtips dominate the scene in sharp focus.",
+    "The large seagull flaps its wings vigorously and flies upward toward the top right, gradually revealing the turbulent seawater and dark rocks underneath as the gap in its movement widens.",
+    "With the bird now gone, the camera clearly shows the aftermath of the surge, where churning white foam and turbulent seawater wash over the dark, submerged rocks, creating a swirling mix of froth and dark water across the surface."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00651_01301_camera/sample.json b/MBench-V-new/samples/causal/a00651_01301_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..6a28793800f8e6fa8059e8598c36ba34a052d4e5
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00651_01301_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00651_01301_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Turbulent white foam churns and bubbles vigorously across the surface of dark green water, creating a splashing wake that continuously expands and mixes with the surrounding ripples.",
+    "The camera initiates a steady clockwise orbital sweep along the water's edge, and the vigorous churn of turbulent white foam fractures into bubbled clusters across the dark green surface.",
+    "The camera continues its uninterrupted clockwise rotation away from the disturbance, and a calm expanse of undisturbed dark green water marked by faint concentric ripples and scattered sunlight glints fills the frame.",
+    "The camera begins a deliberate counterclockwise orbital trajectory back toward the source, and the trailing edge of the expanding froth merges with fresh bubbles across the darker liquid.",
+    "The camera completes its counterclockwise orbital return to the starting position, and the turbulent white foam vigorously churns and splashes across the dark green water exactly as before."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00651_01301_dimming/sample.json b/MBench-V-new/samples/causal/a00651_01301_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..8d30b9f6c31fb29861fb0bb78141af78166206d6
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00651_01301_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00651_01301_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "Bright sunlight glints off the dark green water as turbulent white foam begins to churn and bubble vigorously, creating a splashing wake that continuously expands and mixes with the surrounding ripples.",
+    "Heavy grey storm clouds rapidly roll across the sky, causing the bright sunlight to fade and the sparkling reflections on the water to dim as shadows deepen over the churning foam.",
+    "The scene plunges into near-total darkness as the thick cloud cover completely blocks the sun, leaving only faint, ghostly outlines of the churning white foam barely visible against the dark water.",
+    "The heavy cloud cover begins to break apart, allowing shafts of sunlight to pierce through and gradually illuminate the water surface, making the texture of the foam visible again.",
+    "Bright sunlight fully returns to the scene, clearly illuminating the textured, frothy wake of white foam that has now spread across the water's surface, contrasting with the smoother dark green water nearby."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00651_01301_occlusion/sample.json b/MBench-V-new/samples/causal/a00651_01301_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..95df5e592f5c5e2866ce56014732241ee3ae7512
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00651_01301_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00651_01301_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "Turbulent white foam churns and bubbles vigorously across the surface of dark green water, creating a splashing wake that continuously expands and mixes with the surrounding ripples under bright sunlight.",
+    "A large seagull swoops into the frame from the right side, its white wings spreading wide to partially block the view of the churning foam and dark green water beneath.",
+    "The seagull flies directly across the static lens, its detailed white and grey feathers filling the entire screen and completely obscuring the bubbling water action below.",
+    "The bird continues its trajectory to the left, gradually moving out of the shot and allowing the dark green water and churning foam to reappear through the widening gap.",
+    "With the bird fully gone, the clear view reveals the turbulent white foam spreading across the water's surface, creating a textured, frothy wake that contrasts with the smoother, dark green water nearby."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00655_00572_camera/sample.json b/MBench-V-new/samples/causal/a00655_00572_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..6076d89c8b40b3f79dcd44f52f299535aee8ea2b
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00655_00572_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00655_00572_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A large mechanical structure descends vertically into a desert landscape, its base making contact with the ground and kicking up dust as it stabilizes, revealing intricate metallic components and a suspended figure.",
+    "The camera pans left, revealing the rusted metallic lattice of the descending structure as it casts long shadows across the sun-baked desert floor, its intricate framework glinting under the harsh golden light.",
+    "The camera continues panning left, now showing only the endless dunes and scattered shrubs under a hazy sky, with no trace of the mechanical apparatus or the dusty impact zone visible in the frame.",
+    "The camera pans right, sweeping over the arid terrain dotted with dark patches of dry vegetation, gradually bringing back into view the towering base of the mechanical structure anchored in the sand.",
+    "The camera completes its rightward pan, recentering on the stabilized mechanical tower with its suspended figure swaying gently, the dust settling around its base beneath the relentless desert sun."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00669_00267_camera/sample.json b/MBench-V-new/samples/causal/a00669_00267_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..62a61e83d6fbf33de1c37f462f553a8109fc9396
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00669_00267_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00669_00267_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A car tire rolls off a wooden ramp and slowly drives over a halved watermelon, smashing it into red pulp, before continuing forward to crush a second watermelon half.",
+    "The camera initiates a slow pan to the right, gradually shifting the frame away from the immediate destruction of the fruit. As the perspective moves, the rough texture of the gray asphalt dominates the lower foreground, scattered with tiny flecks of red watermelon seeds and juice. The silver alloy wheel and the black rubber tire tread begin to slide toward the left edge, while the wooden ramp with its yellow 'Experiments & Life Hacks' sticker becomes more central, bathed in the bright afternoon sunlight.",
+    "The camera continues its steady pan to the right, pushing the vehicle and the crushed watermelon completely out of the frame. The view is now occupied solely by the empty stretch of road surface, highlighting the contrast between the dark tire tracks and the lighter, sun-bleached patches of the pavement. In the background, the yellow and white curb runs parallel to the road, separating the asphalt from a strip of green grass that glows under the natural lighting, ensuring the original action area is entirely obscured.",
+    "The camera reverses its direction and begins a smooth pan to the left, retracing its path across the scene. The empty road and the distant curb slide out of view to the right, replaced by the encroaching shadow of the vehicle's undercarriage. The dark silhouette of the car's body starts to fill the upper portion of the frame, and the edge of the wooden ramp begins to reappear on the right side, signaling the return to the site of the impact.",
+    "The camera completes its pan to the left, fully re-establishing the original viewpoint of the experiment. The scene is now dominated by the aftermath, where the car tire rests flat on the asphalt, having completely pulverized the green watermelon into a vibrant spread of red pulp and rind fragments. The wooden ramp stands stationary nearby, and the scattered debris from the initial crush is visible around the flattened fruit, confirming the final state of the object after the heavy vehicle passed over it."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00669_00267_dimming/sample.json b/MBench-V-new/samples/causal/a00669_00267_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..1a6221a32d1c87436f0c1fa920fdac37bdbc0c1b
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00669_00267_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00669_00267_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A black car tire rests on a wooden ramp labeled 'Super Crush' on an asphalt road, positioned next to a cut watermelon half and a green watermelon dome amidst scattered red pulp under bright sunlight.",
+    "As the tire begins to roll off the ramp, heavy storm clouds rapidly roll in, causing the sunlight to fade and shadows to deepen across the asphalt and the waiting watermelons.",
+    "The scene plunges into darkness as the tire slowly crushes the first watermelon half, with the red pulp and green rinds becoming barely visible silhouettes against the dark, textured road surface.",
+    "The clouds begin to part and sunlight flickers back, gradually illuminating the crushed remains of the first fruit as the tire moves forward to approach the second watermelon half.",
+    "Full daylight returns to reveal the tire has flattened both watermelon halves against the asphalt, leaving a wide scatter of red pulp, juice, and broken green rinds across the road surface."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00669_00267_occlusion/sample.json b/MBench-V-new/samples/causal/a00669_00267_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..1d33255ab203033c88b531d7055ec1be14ec6c04
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00669_00267_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00669_00267_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A black car tire rests on a brown wooden ramp labeled 'Super Crush' on a gray asphalt road, positioned near a green watermelon half and another showing red flesh, with scattered pulp on the ground.",
+    "A person's legs walk into the frame from the left, moving very close to the lens and beginning to block the view of the black tire and the wooden ramp with the yellow sticker.",
+    "The person's legs fully dominate the foreground, completely hiding the green watermelon rinds and the red pulp, leaving only the blurred texture of the sunlit asphalt and the edge of the ramp visible behind them.",
+    "The person continues walking to the right, their legs moving out of the frame to reveal the silver wheel rim and the tire rolling forward off the brown wooden ramp to crush the fruit.",
+    "With the obstruction gone, the camera clearly shows the tire having rolled completely over the fruit, leaving the red watermelon flesh and green rinds smashed flat against the gray asphalt surface."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00669_00292_camera/sample.json b/MBench-V-new/samples/causal/a00669_00292_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..349220c996a13ddadbce50b015a9c0e44c8494ae
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00669_00292_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00669_00292_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Car tire rolls forward, crushing colorful gel beads in paper cups, causing them to burst and scatter across the asphalt surface.",
+    "The camera tilts downward, following the tire’s descent as it crushes the first paper cup filled with bright green gel beads, scattering them across the rough asphalt speckled with tiny stones.",
+    "The camera continues its downward tilt, now focusing on the wet, multicolored residue of burst beads spreading across the pavement, with the crushed cups and tire completely out of frame, leaving only a trail of vibrant liquid droplets glistening under daylight.",
+    "The camera begins to tilt upward, revealing the edge of the car tire rolling away from the scene, while the scattered gel beads shimmer in the sunlight against the gray asphalt.",
+    "The camera completes its upward tilt, re-centering on the original action area where the flattened paper cups lie amidst a rainbow splash of gel beads, the tire now paused just beyond the remnants of the colorful mess."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00670_00049_camera/sample.json b/MBench-V-new/samples/causal/a00670_00049_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..a6915bdb985f86d50cbe52650beab0e2f51f3668
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00670_00049_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00670_00049_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A black bucket swing sways back and forth suspended by chains, casting a distinct, oscillating shadow on the bright green playground surface below.",
+    "The camera begins a steady counterclockwise orbit around the support frame, capturing the black rubber bucket seat as it arcs through the air while its metal chains catch the bright afternoon sunlight.",
+    "The camera continues its counterclockwise orbit away from the central fixture, revealing a sun-dappled stretch of artificial turf bordered by a weathered wooden fence and scattered dry leaves while the original swing area completely disappears from view.",
+    "The camera initiates a clockwise orbit to start the return path, sweeping across the textured green safety surfacing and bringing the curved metal edge of a nearby climbing structure into view.",
+    "The camera completes its clockwise orbit to restore the initial viewpoint, clearly framing the empty black bucket swing as it continues its gentle pendulum motion and casts a sharp oscillating shadow across the vibrant green ground cover."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00670_00049_dimming/sample.json b/MBench-V-new/samples/causal/a00670_00049_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..5a566a9b0be41dc6890f12db1b841bc2ba1c32dd
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00670_00049_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00670_00049_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A black bucket swing hangs suspended by chains over a bright green rubberized playground surface, casting a sharp, oscillating shadow that mimics the swing's back-and-forth motion under bright sunlight.",
+    "As heavy grey storm clouds begin to roll overhead, the bright sunlight fades, causing the vibrant green of the playground surface to dull and the sharp shadow of the swinging bucket to soften and lose its contrast.",
+    "The scene plunges into near-total darkness as the storm clouds completely block the sun, leaving only the faint, ghostly silhouette of the swing's shadow barely visible against the darkened green ground.",
+    "The heavy clouds begin to part, allowing beams of sunlight to break through and gradually illuminate the playground, bringing back the vibrant green hue of the safety surface and sharpening the shadow of the swing once more.",
+    "With the sunlight fully restored, the view reveals two empty black bucket swings hanging above the green surface, where one swing blurs in the foreground while the other hangs in the background, both casting sharp shadows."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00670_00049_occlusion/sample.json b/MBench-V-new/samples/causal/a00670_00049_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..5fd74db20862bccaf30083efc631fcae1414ea1c
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00670_00049_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00670_00049_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A black bucket swing suspended by metal chains sways back and forth, casting a distinct, oscillating shadow on the bright green rubber playground surface below, which is scattered with small debris and dry leaves.",
+    "A child wearing a bright red jacket runs into the frame from the left edge, their moving body beginning to partially block the view of the swaying swing and the green ground.",
+    "The child runs directly across the immediate foreground close to the lens, completely obscuring the black bucket swing and the green surface, filling the entire frame with the motion blur of their red clothing.",
+    "The child moves rapidly towards the right edge and begins to leave the frame, widening the gap to reveal the textured green surface and the dark swing shadows underneath once more.",
+    "Once the child has fully exited, the camera clearly reveals two empty black bucket swings hanging above the green surface, with one blurring in the foreground and the other steady in the background, both casting sharp shadows."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00670_00871_camera/sample.json b/MBench-V-new/samples/causal/a00670_00871_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..f1d65cf8a330ccba213151548882355ca330958e
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00670_00871_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00670_00871_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A person swings a long wooden staff, striking the side of a shiny metal helmet that is resting on a block of yellow foam atop a wooden post.",
+    "The camera cranes upward along a steady vertical path, revealing the polished steel helmet, its darkened leather brow band, and the block of pale yellow foam resting securely on the weathered wooden post while the swinging staff slips out of the lower frame.",
+    "The camera continues its uninterrupted crane upward, displaying only the dense canopy of green oak leaves, dappled sunlight filtering through the upper foliage, and the blurred silhouette of a distant fence rail against an overcast sky.",
+    "The camera initiates a smooth crane downward, showcasing the mossy bark of a nearby birch trunk, tangled ivy creeping along the wooden fence line, and the upper corner of the target post as the perspective shifts back toward the impact zone.",
+    "The camera completes its controlled crane downward, presenting the slightly tilted silver helmet resting on the compressed yellow foam, the dangling chainmail skirt catching the ambient daylight, and the wooden staff held steady beside the sturdy post."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00670_00871_dimming/sample.json b/MBench-V-new/samples/causal/a00670_00871_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..ad915049a433113ce79c47bff6df89af07afa479
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00670_00871_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00670_00871_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A person's hand grips a long wooden staff, poised to strike a shiny metal helmet resting on a yellow foam block atop a wooden post, with chainmail hanging down, set against a background of dense green foliage and trees.",
+    "As the staff swings toward the helmet, heavy storm clouds rapidly roll in from the background, causing the natural light to dim significantly and the green leaves to lose their vibrancy as shadows deepen across the scene.",
+    "The scene plunges into near-total darkness as the storm blocks out the sun, leaving only the faint silhouette of the wooden post and the glint of the metal helmet barely visible in the gloom while the strike connects.",
+    "The heavy clouds begin to part and sunlight filters back through the trees, gradually illuminating the wooden post and revealing the yellow foam block wedged inside the helmet as visibility returns to the area.",
+    "With the lighting fully recovered to bright daylight, the camera clearly shows the aftermath: a yellow block of foam is wedged diagonally inside the dented metal helmet atop the wooden post, with the chainmail still hanging down the side."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00670_00871_occlusion/sample.json b/MBench-V-new/samples/causal/a00670_00871_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..119e3021b9b194489b22c29feef259de63d49a79
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00670_00871_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00670_00871_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A hand grips a rough wooden staff on the left, swinging it towards a shiny metal helmet that sits on a yellow foam block atop a vertical wooden post in a green forest.",
+    "A large bird with dark wings enters from the right edge, flying close to the lens and starting to block the view of the swinging staff and the helmet target.",
+    "The bird's body and spread wings completely dominate the frame, hiding the wooden post and the metal helmet entirely as it passes directly in front of the static camera.",
+    "The bird moves towards the left edge, its tail feathers trailing behind, allowing the wooden post and the struck helmet to slowly become visible again through the widening gap.",
+    "The bird has exited the frame completely, revealing the yellow block wedged diagonally inside the metal helmet atop the wooden post, with a length of chainmail hanging down the side."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00670_01404_camera/sample.json b/MBench-V-new/samples/causal/a00670_01404_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..26092be65e315cb571bcfa7aa59e9665719422cd
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00670_01404_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00670_01404_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Man swings sword at purple foam figure, striking it forcefully, causing limbs to detach and fly outward as he follows through with motion.",
+    "The camera cranes down, revealing the grassy field beneath the man’s feet as he swings the sword toward the purple foam figure, its limbs beginning to detach with each impact.",
+    "The camera continues craning down, now focusing on the dappled sunlight filtering through the trees and illuminating patches of wildflowers in the foreground, while the man and foam figure are no longer visible.",
+    "The camera cranes up, ascending past the dense green canopy of the forest, capturing the shifting light patterns on the treetops above the clearing.",
+    "The camera completes its upward crane and returns to a level vantage point, showing the man standing over the dismembered purple foam figure, sword in hand, with scattered limbs lying across the sunlit grass."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00671_00789_camera/sample.json b/MBench-V-new/samples/causal/a00671_00789_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..cc78872221ce12931f58842ca7cd8f8750be4d2d
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00671_00789_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00671_00789_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Gloved hands press and squeeze crumbly brown mixture in a glass bowl, breaking it apart and lifting portions to reveal its texture, with small particles scattering slightly on the blue surface.",
+    "The camera pans left, revealing the edge of the glass bowl and the blue surface beneath as gloved hands continue to press and break apart the crumbly brown mixture, with fine particles scattering slightly toward the frame’s left side.",
+    "The camera continues panning left, shifting focus entirely away from the bowl to show only the textured blue work surface, where a few stray crumbs remain near the edge of the frame, now isolated from any hands or mixing action.",
+    "The camera pans right, gradually bringing back the corner of the glass bowl into view while capturing the faint outline of the crumbly mixture and the lingering dust on the blue surface as it moves toward re-centering.",
+    "The camera completes its pan right, re-establishing the full view of the glass bowl filled with the crumbly brown mixture, now slightly disturbed, with gloved hands poised above it, ready to resume manipulation."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00673_00334_camera/sample.json b/MBench-V-new/samples/causal/a00673_00334_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..9dd8bffd4a4ad06a7002b50ab70e527ea8cc1b67
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00673_00334_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00673_00334_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A man fires a large silver handgun at watermelons resting on a white table, causing the fruit to violently explode into a cloud of red mist and flying green rind.",
+    "The camera initiates a smooth and continuous upward crane movement, gradually lifting the viewer's perspective away from the grassy ground level where the intense action is taking place. As the angle ascends, the frame captures the lush, dark green foliage of the dense tree line that serves as the natural backdrop for this outdoor shooting range, highlighting the thick vegetation surrounding the white folding table. The man, still clad in his light grey t-shirt with an American flag patch and a camouflage cap, remains in the lower portion of the shot, his posture steady as he holds the large silver handgun, while the remnants of the red watermelon mist begin to settle on the table surface.",
+    "The camera continues its steady and unrelenting ascent, craning higher into the air until the ground-level activity involving the shooter and the exploding fruit is completely obscured from view. The frame is now dominated entirely by the upper branches of the mature trees, their leaves rustling gently in the breeze against a backdrop of a bright, slightly overcast sky. The white table and the man are no longer visible, replaced by the natural texture of the forest canopy and the dappled sunlight playing across the leaves, creating a serene and quiet visual contrast to the violent explosions that were occurring just moments ago below.",
+    "The camera reverses its trajectory and begins a deliberate and steady crane down, descending from the high vantage point amongst the tree branches back toward the earth. As the lens lowers, the dense green leaves of the canopy slide out of the top of the frame, revealing more of the sky and the upper structure of the surrounding vegetation. The movement is smooth and controlled, signaling a return to the scene of the action, as the camera prepares to re-engage with the shooting range environment and the man waiting below with his weapon.",
+    "The camera completes its downward crane motion, settling back into the original eye-level perspective to fully re-establish the scene of the demonstration. The man in the grey shirt and cap is clearly visible again, standing beside the white folding table which is now heavily coated in a mess of red watermelon pulp and scattered green rind fragments. The large silver handgun is still held firmly in his hands as he surveys the destruction, and the background of green bushes and trees is once again clearly defined, bringing the focus back to the aftermath of the explosive display."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00673_00334_dimming/sample.json b/MBench-V-new/samples/causal/a00673_00334_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..f03c76585bf362a31a1e1de0b1c5131bc9daef36
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00673_00334_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00673_00334_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A man wearing a grey t-shirt with an American flag graphic and a camouflage cap stands in a grassy field, aiming a large silver revolver at two green watermelons resting on a white folding table under bright natural sunlight.",
+    "As the man holds the silver revolver steady, heavy grey storm clouds suddenly roll in, casting deepening shadows across the grass and causing the vibrant green of the trees and watermelons to desaturate as the light level drops.",
+    "The scene plunges into near-total darkness as the thick cloud cover completely blocks the sun, rendering the man's silhouette and the white table barely visible against the dark grey surroundings with only faint outlines discernible.",
+    "The heavy cloud cover begins to break and part, allowing shafts of sunlight to return and gradually illuminate the grassy area again, making the man's grey shirt and the white table clearer as colors regain vibrancy.",
+    "With the lighting fully restored to bright daylight, the camera reveals the aftermath: the two watermelons are obliterated, leaving the white table covered in pink pulp and green rind fragments with debris scattered on the grass."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00673_00334_occlusion/sample.json b/MBench-V-new/samples/causal/a00673_00334_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..d6cda707765a7a447f77f886c902a2844d1c49af
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00673_00334_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00673_00334_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A man wearing a grey t-shirt and camouflage cap aims a large silver handgun with a long barrel at two green watermelons resting on a white folding table in a grassy yard.",
+    "A large leafy branch from a nearby tree sways into the frame from the top right, partially blocking the view of the shooter's hands and the table setup.",
+    "The thick cluster of green leaves completely dominates the foreground, fully obscuring the man and the watermelons from view while the wind rustles the vegetation in front of the lens.",
+    "The swaying branch begins to move back toward the right edge of the frame, slowly revealing the white table and the shooter's position through the thinning gaps in the foliage.",
+    "Once the branch clears the view, the white table is shown covered in pink pulp and shattered green rind fragments where the watermelons used to be, with debris scattered on the grass."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00676_00096_camera/sample.json b/MBench-V-new/samples/causal/a00676_00096_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..25ff59b16da22209634d87a57a0baea14a74f071
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00676_00096_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00676_00096_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A toy motorcycle with a rider accelerates down an orange slide, its wheels spinning rapidly as it descends the curved surface, navigating the slope with momentum and speed.",
+    "The camera tilts down smoothly, following the toy motorcycle as it accelerates along the curved orange slide, capturing the spinning wheels and rider’s black-and-orange suit against the bright plastic surface.",
+    "The camera continues its downward tilt, shifting focus to the blue stairwell railing and beige wall beside the slide, leaving the motorcycle and slide entirely out of frame, now showing only the empty hallway floor and distant windows.",
+    "The camera begins to tilt upward, revealing the upper section of the staircase and the white handrail, with light streaming through the window above, gradually reorienting toward the slide’s origin point.",
+    "The camera completes its upward tilt, re-establishing the full view of the orange slide and the toy motorcycle at the top, ready to descend again, with the rider's \"02\" jersey clearly visible under the natural daylight from the adjacent window."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00676_01135_camera/sample.json b/MBench-V-new/samples/causal/a00676_01135_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..13c6536012474414988fc12681e59e7aff0848b4
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00676_01135_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00676_01135_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A brown-haired doll sits on a blue swing seat, swinging back and forth in a rhythmic arc. The metal chains sway as the doll oscillates toward and away from the camera.",
+    "The camera initiates a smooth counterclockwise orbit around the playground equipment, shifting the perspective to the right side of the swing set while keeping the brown-haired doll in view as it sits securely on the blue plastic seat, with the rusty metal chains swaying gently against the backdrop of the pink horizontal support bar and the expansive gray gravel surface that covers the ground.",
+    "The camera continues its counterclockwise trajectory, panning further left until the swing set and the oscillating doll slide completely out of the frame to the right, leaving the viewer looking solely at the surrounding park environment which features a weathered wooden fence running along the perimeter, patches of dormant brown grass, and a few scattered fallen red leaves resting on the paved pathway nearby.",
+    "The camera reverses its path and begins a steady clockwise orbit to return to the initial position, sweeping back across the park scenery until the pink vertical support poles of the swing set re-enter the frame from the left, accompanied by the dark, textured rubber safety mats that lie directly beneath the swinging area, grounding the scene in the playground setting.",
+    "The camera completes the clockwise return movement and settles back into the original frontal viewpoint, re-establishing the scene where the brown-haired doll is clearly visible sitting upright on the blue swing seat, dressed in a white shirt with blue stars and a yellow bib, as the swing moves rhythmically back and forth over the black rubber matting, mirroring the initial action perfectly."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00676_01135_dimming/sample.json b/MBench-V-new/samples/causal/a00676_01135_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..6bcec0e67d554a04d5292a59c900915961697fa5
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00676_01135_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00676_01135_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A brown-haired doll wearing a white shirt and blue shorts sits on a blue plastic swing seat suspended by rusty metal chains, swinging gently back and forth over a black rubber mat in a gravel playground under natural daylight.",
+    "Dark storm clouds rapidly roll in, casting long, deepening shadows across the gravel playground as the sunlight begins to fade, causing the blue swing seat and the doll's white shirt to lose their brightness while the pink poles in the background start to desaturate.",
+    "The playground is plunged into near-total darkness as the heavy storm clouds completely block out the sun, leaving only the faint, ghostly outline of the doll on the swing and the dark shape of the rubber mat beneath barely discernible in the gloom.",
+    "The storm clouds begin to part, allowing shafts of light to return to the playground, making the blue swing seat and the doll's features gradually visible again as the shadows recede and the colors of the surrounding gravel and pink poles start to brighten.",
+    "The lighting has fully recovered to bright daylight, clearly revealing the brown-haired doll sitting upright on the blue swing seat, suspended by metal chains and positioned slightly forward in its arc over the black ground mat."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00676_01135_occlusion/sample.json b/MBench-V-new/samples/causal/a00676_01135_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..954b56a526ed02d283acc435c048014697f57903
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00676_01135_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00676_01135_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A brown-haired doll wearing a white shirt with blue stars sits on a blue rubber swing seat, suspended by rusty metal chains, gently oscillating back and forth over the black safety mat in a playground with grey gravel.",
+    "As the doll continues its rhythmic swinging motion, the legs of a person wearing blue jeans and white sneakers enter the frame from the left side, beginning to obscure the view of the rusty swing chains and the doll's left side.",
+    "The person's body completely fills the foreground, blocking the entire view of the swinging doll and the blue seat, with only the texture of the blue denim fabric and the movement of the walking legs visible against the blurred playground background.",
+    "The person in blue jeans continues walking toward the right edge of the frame, gradually revealing the blue swing seat and the doll's brown hair as the obstruction clears the center of the view, showing the grey gravel ground again.",
+    "The person has fully exited the frame to the right, leaving a clear view of the brown-haired doll sitting upright on the blue swing seat, suspended by metal chains and positioned slightly forward in its arc over the black ground mat."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00677_00528_camera/sample.json b/MBench-V-new/samples/causal/a00677_00528_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..069a7c915bc8823fa0507458d499f6cd61ef1ecb
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00677_00528_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00677_00528_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A large green tank crashes through a brick building, sending clouds of dust and scattered debris flying as its tracks crush wooden beams and rubble while pushing forward through the collapsing structure.",
+    "The camera arcs counterclockwise along the debris field, revealing the armored green vehicle as its metal treads crush through splintered pine beams and fractured red bricks while thick gray dust plumes upward.",
+    "The camera continues arcing counterclockwise away from the breach, exposing a quiet adjacent alleyway where weathered wooden fences, scattered terracotta pots, and dappled sunlight filter through a canopy of mature oak trees.",
+    "The camera arcs clockwise toward the collapsing structure, presenting a dense cloud of pulverized mortar and floating ash that drifts past a leaning steel support column near the ruined perimeter.",
+    "The camera completes its clockwise rotation to reframe the impact zone, displaying the green tank as it drives through the shattered masonry with its tracks churning over broken bricks and settling dust under bright daylight."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00677_00528_dimming/sample.json b/MBench-V-new/samples/causal/a00677_00528_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..3c5a224879a093c8c2724f1791f26ab36a0eec7f
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00677_00528_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00677_00528_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A large green tank smashes through a brick building facade, its metal tracks grinding over wooden beams and rubble while a white box labeled \"NEHI\" tumbles amidst the debris under bright sunlight.",
+    "As the tank continues to crush the structure, heavy gray storm clouds rapidly roll in, casting deep shadows over the green armor and causing the bright colors of the debris to desaturate quickly.",
+    "The scene plunges into near-total darkness as the storm clouds completely block the sun, leaving only the faint, shadowy silhouette of the tank's treads and the vague outline of the collapsing brick wall visible.",
+    "The heavy clouds begin to part, allowing shafts of sunlight to pierce through the gloom and gradually illuminate the tank's hull, the scattered wooden beams, and the dust motes dancing in the air once more.",
+    "The lighting fully recovers to reveal the green tank halted amidst a pile of thick dust and rubble, having completely crushed through the remaining brick wall and wooden beams of the destroyed structure."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00677_00528_occlusion/sample.json b/MBench-V-new/samples/causal/a00677_00528_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..2bee664cdc4993d03a61607554e9ce309b78a273
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00677_00528_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00677_00528_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "Under bright sunlight, a large green tank forces its way through a brick building, crushing wooden beams and scattering debris near a white box marked \"NEHI\".",
+    "A large sheet of corrugated metal siding, dislodged by the impact, swings violently into the foreground from the left, partially blocking the view of the tank's tracks.",
+    "The bent metal sheet dominates the entire frame, its grey and rusty surface completely hiding the tank and the collapsing structure behind it.",
+    "The metal debris begins to drop out of the bottom of the frame, widening the view to show the tank emerging through the swirling dust.",
+    "The obstruction is gone, revealing the green tank settled in the rubble, obscured by thick dust after crushing through the remaining brick wall and wooden beams."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00679_00874_camera/sample.json b/MBench-V-new/samples/causal/a00679_00874_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..63f787e0a6bf486b9591704cb0d360591c28936e
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00679_00874_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00679_00874_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A red toy fire truck is towed out of a dirt ditch by ropes connected to two other vehicles, flipping and rotating onto its wheels as it is pulled up the sandy incline.",
+    "The camera initiates a steady clockwise orbit around the scene, tracking the dynamic interaction between the vehicles. The frame highlights the red and white fire truck trapped upside down in the sandy ditch, connected by thin ropes to the black jeep and blue ATV positioned on the higher ground.",
+    "The camera continues its clockwise trajectory, sweeping past the rescue site to explore the perimeter of the diorama. The original ditch disappears from view entirely, replaced by a detailed shot of the large, textured beige rocks and small green plastic plants that border the upper section of the sandy terrain.",
+    "The camera shifts its motion to a counterclockwise orbit, beginning the return journey toward the central action. Visible in the frame are the rear tires of the black jeep and the blue quad bike digging into the sand, with the tow ropes extending downward toward the area where the fire truck was previously stuck.",
+    "The camera completes its counterclockwise rotation, re-centering on the ditch to show the resolution of the event. The red fire truck is now fully visible again, successfully pulled from the hole and rotated onto its four wheels, resting upright on the incline with the \"FIRE\" decal clearly legible on its side."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00679_00874_dimming/sample.json b/MBench-V-new/samples/causal/a00679_00874_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..81749fbcaee3fb16077c4c07500f87c6a0f4ee87
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00679_00874_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00679_00874_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "The red toy fire truck lies upside down in the sandy ditch, its wheels spinning slightly as taut ropes connect it to the black jeep and blue ATV positioned on the upper ridge, all under bright, clear sunlight illuminating the rocky terrain.",
+    "As the towing action continues, heavy storm clouds suddenly roll in, casting rapidly deepening shadows across the dirt embankment and causing the vibrant colors of the vehicles to desaturate while the ropes remain tense.",
+    "The scene plunges into near-total darkness as the storm clouds completely block the sun, leaving only the faint, shadowy outlines of the red truck in the ditch and the rescue vehicles on the ridge barely discernible against the gloom.",
+    "The heavy clouds begin to part, allowing shafts of sunlight to gradually pierce through the gloom, revealing the red fire truck beginning to rotate upwards as the ropes pull it closer to the sandy edge of the ditch.",
+    "Bright sunlight fully returns to the scene, clearly revealing the red fire truck now pulled upright and resting tilted backward against the sandy ditch wall, still connected by the taut rope to the black jeep and blue ATV waiting above."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00679_00874_occlusion/sample.json b/MBench-V-new/samples/causal/a00679_00874_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..c1f919f69291b00626c9df96c1f099ae407cebe4
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00679_00874_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00679_00874_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A red toy fire truck with white accents lies overturned in a sandy dirt ditch, tethered by thin ropes to a black off-road jeep and a blue police ATV parked on the ridge near large beige rocks.",
+    "As the thin ropes tighten to pull the vehicle, a large, realistic green leaf blows into the frame from the upper right, partially blocking the view of the blue police ATV and the sandy incline.",
+    "The large green leaf dominates the entire frame, completely obscuring the red truck and the towing operation, showing only the detailed surface of the foliage against the out-of-focus sandy background.",
+    "The large green leaf begins to drift away toward the left side, slowly uncovering the steep sandy wall of the ditch and revealing the red truck as it is pulled closer to an upright position.",
+    "Once the leaf has fully exited, the red fire truck is seen pulled upright, resting tilted backward against the sandy ditch wall, connected by a taut rope to the black jeep and blue ATV above."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00685_00148_camera/sample.json b/MBench-V-new/samples/causal/a00685_00148_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..8b58124287eae61596027f947218379520e44303
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00685_00148_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00685_00148_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A hand pours a cloudy liquid from one glass jar into another, while a red sponge is held above the jar with tongs. The liquid flows steadily into the second jar.",
+    "The camera tilts down, revealing the countertop beneath the glass jar as the cloudy liquid flows steadily into the second container, with the red sponge still suspended above the first jar by tongs and a lemon partially visible in the foreground.",
+    "The camera continues its downward tilt, now focusing on the wooden surface and the base of the jars, where the labels are no longer visible and the action of pouring is completely out of frame, leaving only the blurred edges of kitchen appliances in the background.",
+    "The camera tilts up, gradually bringing the upper portion of the glass jar back into view, with the yellow label catching light and the red sponge reappearing at the rim held by metallic tongs against a soft kitchen backdrop.",
+    "The camera completes its upward tilt, re-establishing the original scene with the hand holding the jar, the cloudy liquid mid-pour, and the red sponge hovering above the opening, all clearly framed under warm overhead lighting."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00695_00925_camera/sample.json b/MBench-V-new/samples/causal/a00695_00925_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..ee5e2102b5ebbd59d7af53d606cdb0c1febb63c1
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00695_00925_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00695_00925_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Colorful balls roll down a wooden track beneath a yellow funnel, bouncing and scattering across the ground as they exit the final curve.",
+    "The camera arcs clockwise, lifting slightly to reveal the textured concrete surface scattered with bright green and yellow balls, while the wooden track beneath the yellow funnel remains centered in the frame.",
+    "The camera continues its clockwise arc, moving beyond the edge of the wooden structure and focusing on a patch of dry leaves and twigs near a tree trunk, where no part of the ball track or funnel is visible.",
+    "The camera arcs counterclockwise, gliding smoothly past the base of the tree and catching glimpses of fallen foliage and a distant white building before beginning to reframe the scene.",
+    "The camera completes its counterclockwise arc, settling back onto the original view of the yellow funnel and wooden track, where colorful balls are now rolling down the final curve and bouncing across the ground."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00703_00193_camera/sample.json b/MBench-V-new/samples/causal/a00703_00193_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..48b1a9a2420101971e653b1601f00b471d89b9ba
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00703_00193_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00703_00193_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A person in a red shirt juggles three white balls on dry grass below, viewed from above as they toss and catch the balls in rhythmic motion, while another individual stands nearby observing.",
+    "The camera tilts downward, revealing the white railing of the elevated walkway and the dry, brown grass below where a person in a red shirt juggles three white balls. Sunlight casts sharp shadows across the concrete path beside the lawn, and a dark sedan is parked near the edge of the plaza. The modern, curved architecture of the building looms in the background under a clear blue sky.",
+    "The camera continues its downward tilt, now focusing entirely on the paved sidewalk and adjacent drainage grates, with the juggling figure no longer visible. A lone observer stands motionless near the curb, their shadow stretching long in the bright sunlight. The smooth gray concrete dominates the frame, marked by faint chalk arrows and text, while the white railing curves out of view at the top edge.",
+    "The camera begins to tilt upward, shifting from the ground-level pavement back toward the elevated walkway, capturing the clean lines of the white handrails and the angular geometry of the surrounding structure. The sunlit plaza reappears, and the distant water glints under the sky as the camera ascends through the open space.",
+    "The camera completes its upward tilt, re-establishing the original vantage point overlooking the dry grass where the person in the red shirt continues juggling three white balls. The black sedan remains parked nearby, and the modern white building with its sweeping curves stands prominently against the blue sky, fully framing the scene once again."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00705_00059_camera/sample.json b/MBench-V-new/samples/causal/a00705_00059_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..3b23e7e77871e4ae26304dc1785eb4dd28ec7d72
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00705_00059_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00705_00059_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Popcorn pieces fall into a black pan containing yellow liquid eggs, accumulating on the surface, before a wooden spatula stirs the mixture, blending the white popcorn into the cooking eggs.",
+    "The camera tracks left, sliding the view along the rim of the black pan to reveal the textured inner surface and the wooden spatula tip, while the yellow egg mixture and floating popcorn kernels drift out of the frame toward the right.",
+    "The camera continues its leftward pan, fully displacing the cooking area to focus on the dark stovetop grates and the matte exterior curve of the skillet handle, leaving the bubbling contents completely out of sight in the shadowed background.",
+    "The camera tracks right, reversing direction to sweep back across the dark metallic burner and the skillet's handle, gradually restoring the view of the pan's edge as the lighting catches the sheen of the cookware material.",
+    "The camera finishes its rightward movement to re-establish the center frame on the black pan, showing the wooden spatula mixing the white popcorn into the yellow eggs, with the sizzling liquid and popped kernels clearly visible in their final cooking state."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00705_00059_dimming/sample.json b/MBench-V-new/samples/causal/a00705_00059_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..c24919ed5e02938c17b8491d47ad6ad59adc0a73
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00705_00059_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00705_00059_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A close-up static shot of a black non-stick pan filled with yellow liquid eggs, where a wooden spatula rests on the left side and white popcorn pieces are just beginning to accumulate on the surface under steady indoor lighting.",
+    "The overhead kitchen lights begin to flicker and dim, causing the vibrant yellow of the eggs to lose its intensity and shadows to deepen around the rim of the black pan as the wooden spatula continues to stir.",
+    "The scene plunges into near-total darkness, with only faint, indistinguishable outlines of the pan and the wooden utensil visible in the gloom as the cooking process is momentarily obscured by the lack of light.",
+    "The kitchen lights flicker back on, gradually restoring illumination to the pan and revealing the texture of the mixture as the wooden spatula resumes its stirring motion in the recovering light.",
+    "The lighting has fully recovered to reveal the final state, where fluffy white popcorn is thoroughly scattered throughout the yellow liquid egg mixture inside the black pan, actively being stirred by the wooden spoon."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00705_00059_occlusion/sample.json b/MBench-V-new/samples/causal/a00705_00059_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..cbb703f54ea17d25730e9177ffb1045cfe6e6338
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00705_00059_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00705_00059_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A close-up view captures a black pan filled with yellow liquid eggs as popcorn kernels begin to fall onto the surface near a wooden spatula.",
+    "A person's arm wearing a dark grey sleeve enters from the left edge, partially obscuring the view of the falling popcorn and the yellow eggs.",
+    "The dark grey sleeve completely fills the frame, blocking the view of the pan, the falling popcorn, and the cooking eggs entirely as the arm moves across the foreground.",
+    "The dark grey sleeve begins to retreat towards the left edge, revealing the black pan and the mixture underneath as the gap widens.",
+    "With the arm fully gone, the camera clearly shows fluffy white popcorn pieces scattered throughout the yellow liquid eggs in the black pan, being stirred by the wooden spoon."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00726_00866_camera/sample.json b/MBench-V-new/samples/causal/a00726_00866_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..8ad24fe193283c2f8d1d4a7d39e9593a2985d0b4
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00726_00866_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00726_00866_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A roller coaster train ascends a curved track, tilting upward as it approaches the peak of a loop, with riders visible in white cars secured by restraints.",
+    "The camera pans left, revealing the intricate black steel framework of the roller coaster's loop as it curves upward into the sky, with the white cars of the train now ascending the track and riders leaning back in their seats. Sunlight glints off the polished metal supports, while green foliage frames the lower left edge of the shot, and the red \"Metro Rail\" sign remains visible on the station platform to the far left.",
+    "The camera continues panning left, shifting focus entirely away from the roller coaster structure and now capturing a wide expanse of lush green trees under a bright blue sky dotted with fluffy clouds. A distant lamppost with a red-topped lantern stands near a blue banner marked “IRON,” and the concrete support columns of a nearby bridge come into view, but no trace of the roller coaster or its riders remains in frame.",
+    "The camera pans right, moving steadily across the park landscape, bringing into view the curved silhouette of the roller coaster’s track again, now seen from a slightly lower angle. The white cars are visible mid-loop, tilted upward as they crest the arc, with passengers' arms raised against the backdrop of dense treetops and a pale sky. The red lettering of the ride’s name is partially visible atop the structure.",
+    "The camera completes its pan right, re-establishing the original scene with the full spiral loop of the roller coaster centered in frame, the white train now nearing the top of the curve with riders secured by black restraints. The surrounding greenery, concrete supports, and red \"Metro Rail\" signage are all clearly visible once more, anchoring the action within the familiar amusement park environment."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00742_00223_camera/sample.json b/MBench-V-new/samples/causal/a00742_00223_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..22b988ecc9a7e330fdec74e178445d6bc47e09a2
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00742_00223_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00742_00223_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A green ball rolls down a yellow spiral track and enters a pink curved ramp, bouncing slightly before continuing along the path.",
+    "The camera cranes upward, revealing the bright yellow spiral track curving above the pink ramp as the green ball descends into view, its glossy surface catching the warm indoor lighting.",
+    "The camera continues craning up, shifting focus to the ceiling where a white vent and wooden beam are now visible, the colorful toy structure entirely out of frame beneath.",
+    "The camera cranes downward, gliding past a blurred edge of a blue baseplate and the polished hardwood floor, bringing back the lower section of the playset into soft focus.",
+    "The camera settles fully down, re-centering on the pink curved ramp with the green ball resting at its end, the yellow spiral track looping overhead in sharp detail under consistent room lighting."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00742_01016_camera/sample.json b/MBench-V-new/samples/causal/a00742_01016_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..5a79e102590a019c602bb8bfd8ac0eae1c9b9c23
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00742_01016_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00742_01016_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Colorful balls roll down a wooden and plastic track, bouncing off red, yellow, and blue blocks, then descending a green wavy slide supported by blue and orange blocks.",
+    "The camera pans leftward along the track’s edge, capturing the vibrant green wavy slide as it curves over blue and orange support blocks, with colorful balls tumbling down the wooden ramp and bouncing off red, yellow, and blue half-cylinder obstacles.",
+    "The camera continues panning left beyond the structure, revealing only a plain white wall and the top edge of a blue block, leaving the entire ball track and action area completely out of frame.",
+    "The camera reverses direction, gliding rightward across the same wall surface, gradually uncovering the corner where the wooden track meets the purple side rails and the bright yellow semicircular bumper.",
+    "The camera completes its return, settling back to the original viewpoint showing the full ball track, including the green wavy slide, blue supports, and the colorful balls rolling through the curved wooden path."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00742_01453_camera/sample.json b/MBench-V-new/samples/causal/a00742_01453_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..a159188f87da5a3b7d7e21b6e15839d8eb540fa6
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00742_01453_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00742_01453_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Colorful balls roll along a wooden track, descending through a green tree-shaped structure and spiraling down yellow ramps, with multiple balls moving simultaneously in a continuous motion.",
+    "The camera arcs counterclockwise, revealing the vibrant green tree-shaped structure and the wooden track above it as colorful balls roll along the elevated path. The smooth motion captures the bright orange supports and blue block pillars anchoring the setup, while the yellow spiral ramp below begins to come into view, emphasizing the dynamic flow of motion.",
+    "The camera continues its counterclockwise arc, moving fully away from the original scene so that the wooden track and ball pathway are no longer visible. Instead, the frame now shows a plain white surface with scattered blue building blocks in the distance, and a portion of a red-orange support piece near the edge, indicating the transition beyond the primary action zone.",
+    "The camera begins to arc clockwise, gradually shifting focus back toward the central play area, passing over a section of the white tabletop where a few loose blue blocks lie. A sliver of the yellow spiral ramp reappears at the bottom right, hinting at the return to the main structure.",
+    "The camera completes its clockwise arc, re-establishing the full view of the wooden ball track with its green tree-shaped feature and yellow spiral ramps. Colorful balls continue their descent through the structure, supported by blue and orange blocks, under consistent bright lighting that highlights every detail of the playful setup."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00743_01705_camera/sample.json b/MBench-V-new/samples/causal/a00743_01705_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..ae38d2c4a6b30ef7f138ddb879df6b68e90d5e70
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00743_01705_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00743_01705_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A person throws a yellow disc that flies high through the air, gliding past green trees toward a metal disc golf basket with hanging chains.",
+    "The camera initiates a smooth pan to the left, keeping the yellow disc soaring through the air and the metal basket with hanging chains visible in the foreground as the perspective shifts slightly away from the center of action.",
+    "The camera continues the leftward pan, sweeping past the throwing zone until the player and the disc golf target are completely absent, revealing only a dense cluster of sunlit underbrush and a fallen log covered in moss.",
+    "The camera changes direction and begins a deliberate pan to the right, gliding back over the blurred greenery and the rough texture of a nearby tree trunk, preparing to reframe the original setting.",
+    "The camera finalizes the return pan to the right, re-establishing the original viewpoint where the metal disc golf basket with its silver chains is clearly visible again, centered in the frame as the yellow disc completes its approach."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00743_01705_dimming/sample.json b/MBench-V-new/samples/causal/a00743_01705_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..6ddbb541f714a4b1f949d34b931f990655b38363
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00743_01705_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00743_01705_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "In a bright forest clearing, a player in a red patterned shirt throws a yellow disc toward a metal basket while a cameraman in blue shorts records the shot on a tripod.",
+    "As the yellow disc arcs through the air, sudden heavy storm clouds roll in overhead, causing the natural light to dim and the green forest colors to desaturate quickly.",
+    "The scene is engulfed in deep shadow as the storm completely blocks the sun, rendering the throwing player and the blue pole of the basket barely visible in the gloom.",
+    "The heavy clouds begin to break apart, letting sunlight filter back through the trees and slowly brightening the scene to reveal the metal chains of the disc golf target.",
+    "The lighting fully recovers to show the yellow disc hovering in mid-air near the top band and chains of the disc golf basket, poised to land against the green forest backdrop."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00743_01705_occlusion/sample.json b/MBench-V-new/samples/causal/a00743_01705_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..385bbdda81438714391eb38a6a5d3c954e26be04
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00743_01705_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00743_01705_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "In a sunlit forest clearing, a player with long hair wearing a red patterned shirt and black cap throws a yellow disc, while a cameraman in blue shorts stands ready on a tripod.",
+    "A large leafy branch sways down heavily from the top right corner, partially blocking the view of the metal basket chains and the player in the red shirt who is mid-throw.",
+    "The dense cluster of green leaves and rough brown bark from the overhanging branch fully covers the frame, obscuring the thrower and the flying yellow disc completely from the camera's perspective.",
+    "The wind shifts and the large branch sways back upward and to the right, slowly revealing the grassy forest floor and the blue pole of the disc golf basket underneath the foliage.",
+    "As the branch clears the view, the yellow disc is seen hovering in mid-air near the top band and chains of the disc golf basket, set against the green forest."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00744_00415_camera/sample.json b/MBench-V-new/samples/causal/a00744_00415_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..cb723e76e379dbd43a5dee5da8df012d01b47d03
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00744_00415_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00744_00415_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A car tire rolls forward over two large clear balloons filled with colorful water beads on wet concrete. As the tire makes contact, it crushes the balloons, causing them to burst and scatter the beads and water across the ground.",
+    "The camera initiates a steady upward tilt at the precise moment the heavy, treaded rubber tire rolls forward to crush the first large, translucent water balloon, causing the thin latex membrane to rupture violently and send a chaotic spray of multicolored hydrogel beads and clear water splashing across the rough, textured concrete surface, which glistens with moisture under the diffuse, overcast daylight while the golden \"D'matches\" lettering on the customized rim catches a brief glint of reflection, simultaneously revealing the lower suspension components and the dark, muddy undercarriage of the vehicle as the perspective begins to shift away from the ground level debris, capturing the dynamic interplay between the mechanical force of the automobile and the fragile, colorful contents of the bursting sphere, where tiny blue, yellow, and red beads scatter like confetti across the damp pavement near the second intact balloon that remains poised for destruction.",
+    "The camera continues its smooth upward trajectory, leaving the crushed remains of the first balloon and the scattered hydrogel beads far below the frame, sweeping up along the curved silver fender and the dark, glossy wheel well of the vehicle to focus on the sleek body panels and the side mirror, which reflects the gray, cloudy sky above, effectively removing the original action area from view entirely and replacing the chaotic ground scene with the static, metallic surfaces of the car's exterior and the muted tones of the surrounding environment, highlighting the contrast between the vibrant, scattered colors on the wet concrete and the clean, polished lines of the automobile's design as the lens captures the upper portion of the door and the window frame against the backdrop of a bright, overcast day, where distant trees and a faint horizon line suggest a suburban setting.",
+    "The camera reverses its previous motion with a deliberate downward tilt, shifting the focus from the upper body panels and the reflective side mirror back towards the wheel assembly, bringing the silver rim and the black tire back into prominence as the frame descends past the dark wheel well, anticipating the return to the scene of the popped balloons where the colorful beads now lie scattered across the wet surface, capturing the texture of the car's paint and the gleam of the chrome accents as the perspective lowers, reorienting the viewer towards the ground level where the aftermath of the bursting spheres awaits rediscovery, with the light catching the water droplets on the vehicle's surface and emphasizing the transition from the static car body back to the dynamic, debris-strewn concrete below, as the golden text on the tire begins to re-enter the frame from the top.",
+    "The camera completes its downward tilt to fully re-establish the original action area, revealing the wet concrete ground once more where the two large water balloons have been completely crushed, leaving behind a vibrant carpet of multicolored hydrogel beads and shattered latex fragments scattered around the base of the tire, which now rests stationary amidst the colorful debris, showcasing the final state of the scene with the golden lettering on the rim clearly visible again and the water-soaked pavement glistening under the natural light, effectively bringing the viewer back to the point of impact where the mechanical force has transformed the intact spheres into a chaotic, beautiful mess of scattered colors, with tiny blue, red, yellow, and green beads embedded in the rough texture of the concrete and pooling in the small puddles of water released from the burst balloons."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00744_00415_dimming/sample.json b/MBench-V-new/samples/causal/a00744_00415_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..4e677a83843d4cd2442c90a5441989f562731cbb
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00744_00415_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00744_00415_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "Two large clear balloons tied together and filled with vibrant multicolored water beads sit on the wet concrete ground next to a black car tire, poised for the heavy vehicle to roll directly over them.",
+    "The overhead garage lights begin to flicker and dim rapidly, causing the vibrant colors of the water beads to desaturate as shadows deepen and the black tire begins to roll forward over the balloons.",
+    "The lights switch off completely, plunging the area into total darkness where the balloons and tire are barely visible, leaving only the faint, glossy sheen of the wet concrete reflecting the minimal ambient light.",
+    "The overhead lights flicker back on, gradually illuminating the wet surface and revealing the crushed remains of the balloons and the scattered beads spreading across the concrete as visibility returns to the scene.",
+    "The lighting fully recovers to clearly show scattered colorful water beads and shredded pieces of clear balloon rubber covering the wet pavement where the balloons burst near the black tire track."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00744_00415_occlusion/sample.json b/MBench-V-new/samples/causal/a00744_00415_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..8c0b64e8e2617dcc5240110d7623ed61f281d9ea
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00744_00415_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00744_00415_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "Two large, clear balloons filled with multicolored water beads rest on wet, gray concrete near the tread of a black car tire, glistening under natural light as the tire begins to roll forward.",
+    "Just as the tire makes contact, a person wearing dark pants and boots walks into the frame from the left, their legs partially obscuring the view of the balloons and the crushing action.",
+    "The person's lower body completely blocks the camera's view of the ground, filling the frame with dark fabric and wet boots, hiding the bursting balloons entirely from sight.",
+    "The person continues walking to the right, their legs sliding out of the frame to reveal the wet pavement again, offering a glimpse of the scattered debris left behind.",
+    "Once the person has fully exited the frame, the scene clearly shows the aftermath: a mess of scattered colorful water beads and shredded pieces of clear balloon rubber lying on the wet concrete near the tire track."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00763_00324_camera/sample.json b/MBench-V-new/samples/causal/a00763_00324_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..78f377d59bdf2ce29368a7282eabc0e645e9f954
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00763_00324_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00763_00324_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A watermelon on the far right detonates, violently shattering and spraying a mist of red pulp, seeds, and green rind fragments outward across the table and into the surrounding air.",
+    "The camera arcs clockwise in a steady outward rotation, capturing the immediate aftermath as the far-right watermelon violently detonates and sends a dense radial spray of crimson pulp, dark seeds, and jagged green rind fragments across the white folding table surface while the remaining four intact fruits sit motionless against a backdrop of dense sun-dappled deciduous foliage, with weathered wooden railroad ties behind the table providing a rough textured boundary that contrasts sharply with the sudden violent burst of color and the crisp clean lines of the black metal table legs anchoring the setup in the grassy clearing, where scattered shadows from overhead branches dance across the lawn as the initial shockwave settles into a steady drifting cloud of botanical residue.",
+    "The camera maintains its clockwise arc, sweeping steadily away from the initial impact zone until the original action area is completely excluded from the frame, leaving only the surrounding woodland environment and the peripheral consequences of the detonation in view, as sunlight filters heavily through a thick canopy of maple and oak leaves to cast long shifting patterns across the uneven grassy terrain and illuminate floating particles of red juice that drift like pollen on the gentle breeze, while the focus shifts to a cluster of weathered timber steps and a narrow dirt path winding deeper into the shaded underbrush where scattered fragments of green rind and drops of crimson moisture cling to the broad leaves of nearby ferns, emphasizing the far-reaching dispersion of the explosion while the distant sounds of rustling foliage and chirping insects underscore the quiet isolation of the forest setting.",
+    "The camera initiates its counterclockwise return arc, smoothly reversing its earlier rotational path as it gradually reorients toward the setup while tracking the lingering atmospheric effects of the blast, capturing the slow descent of heavier rind shards and the settling mist of red pulp that now coats the black metal support brackets and splashes against the weathered wooden ties in the background, as the shifting angle reveals patches of disturbed grass and scattered seeds glinting in the dappled sunlight, while the edges of the white plastic tabletop slowly re-enter the lower frame to provide a stark clean geometric contrast to the organic chaos surrounding it, effectively bridging the peripheral woodland scenery with the central event space and highlighting the gradual return to order as airborne debris continues its downward trajectory under the influence of gravity.",
+    "The camera completes its counterclockwise arc to re-establish the original vantage point, firmly locking back onto the central setup where the aftermath of the detonation is now fully visible and settled, as the white folding table dominates the foreground to clearly display the four remaining watermelons on the left side alongside the thoroughly shattered remains of the far-right fruit, which has been reduced to a wet crimson heap of exposed flesh, scattered dark seeds, and torn rind fragments clinging to the plastic surface, while the stack of aged railroad ties and the dense wall of green forest foliage provide a consistent natural backdrop behind the table, and the black metal legs remain firmly planted in the grass to ground the scene, with bright and even lighting highlighting the stark contrast between the intact round fruits and the violently disrupted mass to effectively restore the initial composition while documenting the final state of the explosive event."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00763_00324_dimming/sample.json b/MBench-V-new/samples/causal/a00763_00324_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..48bf6f6aa40b6f0a44a83e45bb373c93a8aaf166
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00763_00324_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00763_00324_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "Five green striped watermelons sit in a row on a white folding table backed by stacked wooden beams and dense green foliage, with the far right melon showing the first signs of detonation.",
+    "As the rightmost watermelon begins to burst, heavy storm clouds rapidly roll in over the forest canopy, causing the bright sunlight to fade and shadows to deepen across the white table and wooden beams.",
+    "The scene plunges into near-total darkness as the storm completely blocks the sun, obscuring the table and wooden beams while the violent detonation happens unseen in the blackness.",
+    "The heavy clouds begin to part and sunlight returns, gradually illuminating the white table and the wooden beams again as the mist of the explosion starts to become visible in the returning light.",
+    "Full daylight returns to reveal three intact watermelons on the left side of the table, while the two rightmost melons have been obliterated, spraying red flesh and green rind across the white table surface."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00763_00324_occlusion/sample.json b/MBench-V-new/samples/causal/a00763_00324_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..57e95d0c570165bb2e0e8ce6b4db0e555d3b5178
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00763_00324_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00763_00324_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "Five green watermelons are lined up on a white plastic folding table outdoors, backed by stacked wooden railroad ties and dense green foliage, when the watermelon on the far right begins to bulge and crack under pressure.",
+    "A large, leafy branch sways into the frame from the upper right, driven by a sudden gust of wind, and begins to obscure the view of the two rightmost watermelons just as the explosion initiates.",
+    "The dense cluster of green leaves and thin twigs completely fills the foreground, effectively blocking the entire white table and the exploding watermelons from view, leaving only the swaying vegetation visible against the blurred forest background.",
+    "The heavy leafy branch sways back towards the right edge of the frame, gradually revealing the white folding table and the messy aftermath of the detonation as the foliage moves out of the line of sight.",
+    "With the branch fully gone, the static shot clearly reveals three intact watermelons on the left side of the table, while the two rightmost positions are covered in a violent spray of red pulp, seeds, and shattered green rind fragments."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00764_02393_camera/sample.json b/MBench-V-new/samples/causal/a00764_02393_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..8da3f1b44f15246f67288ef11b6625fb3d26d3f8
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00764_02393_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00764_02393_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Water splashes into a container with a mesh net, creating ripples and bubbles as it mixes with the contents. Wooden sticks rest on the surface of wriggling eels in shallow water.",
+    "The camera cranes downward, revealing the murky surface of the water as it splashes into the yellow mesh net, sending ripples across the dark liquid and scattering bubbles around the edges of the container.",
+    "The camera continues its descent, now focusing on a dimly lit concrete floor beneath the container, where scattered droplets glisten under overhead lighting, and the wooden sticks rest motionless near a drainage grate—no trace of the eels or splashing remains in view.",
+    "The camera begins to crane upward, passing over the edge of the container’s rim, capturing the textured yellow mesh and the faint reflections of artificial light shimmering on the wet surface above the waterline.",
+    "The camera completes its upward movement, repositioning directly above the shallow water where countless wriggling eels twist beneath the surface, wooden sticks resting diagonally across the frame, and the splash from earlier still echoing in the disturbed water."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00769_00680_camera/sample.json b/MBench-V-new/samples/causal/a00769_00680_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..2b603d73dc6e76229d7790a9dbd0e083432d234c
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00769_00680_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00769_00680_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Waves crash against jagged rocks, creating white foam that spreads across the dark green water, with continuous splashes and churning motion along the shoreline.",
+    "The camera cranes upward, revealing the jagged edges of dark basalt rocks meeting the churning emerald-green sea below, where white foam spirals in chaotic patterns as waves relentlessly crash against the shoreline.",
+    "The camera continues its ascent, now capturing a vast expanse of open ocean with distant cloud shadows drifting over the water’s surface, while the rocky coast vanishes beneath the frame, leaving only the endless motion of swells and wind-swept spray.",
+    "The camera begins to descend, gliding smoothly downward toward the turbulent interface between deep green waters and the sunlit, fractured cliffs, where the rhythm of crashing waves grows audible in the visual return.",
+    "The camera settles back into the original overhead position, framing the same jagged rocks and frothing surf as waves continue to break with force, sending plumes of white foam across the dark, swirling water."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00776_00048_camera/sample.json b/MBench-V-new/samples/causal/a00776_00048_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..4f8016ee2dcac3c13a9261188b8a543280c49efc
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00776_00048_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00776_00048_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A doll's legs are shown jumping up and down on a small pink trampoline. The doll repeatedly bounces, lifting its feet off the white mesh surface and landing back down.",
+    "The camera tracks right across the smooth marble surface, gradually shifting the viewpoint while the doll's legs continue their rapid bouncing rhythm on the small pink trampoline with its clear white mesh netting.",
+    "The camera continues tracking right until the jumping figure completely exits the frame, leaving only a folded pink exercise mat, a metallic green sphere, and the light wooden wall panels in view.",
+    "The camera tracks left along the empty play area, steadily sweeping back toward the center as the bright pink frame of the trampoline reappears beside the scattered yellow and pink hoop rings.",
+    "The camera finishes tracking left and locks onto the original composition, fully restoring the view of the doll's feet repeatedly striking the white mesh surface of the pink trampoline."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00776_00048_dimming/sample.json b/MBench-V-new/samples/causal/a00776_00048_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..83b315879150423a71268a8def68133fc000dd6d
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00776_00048_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00776_00048_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A doll with tan legs rhythmically jumps up and down on a small, round pink trampoline with a white mesh center, situated on a white marble-patterned surface. In the background, pink gym equipment bases and stacked pink and yellow hula hoops sit near a wooden dollhouse structure under bright indoor lighting.",
+    "The overhead indoor lighting begins to flicker and dim significantly, casting deepening shadows across the white surface as the doll continues to bounce on the pink trampoline. The vibrant colors of the pink and yellow hula hoops in the background start to desaturate and lose their brightness.",
+    "The room plunges into near-total darkness, leaving only faint, ghostly outlines of the pink trampoline visible against the darkened surface. The jumping doll is completely obscured by the heavy shadows, and the background toys like the green ball and hula hoops are barely discernible in the gloom.",
+    "The overhead lights flicker back on, gradually illuminating the scene and revealing the white marble surface once more. As the brightness returns, the pink trampoline becomes clearly visible again, but the jumping doll is no longer present on the mesh.",
+    "With the lighting fully restored to its original brightness, the camera clearly shows the small pink trampoline sitting empty on the white surface. The doll has vanished completely, leaving only the stationary pink and yellow hula hoops and the wooden background structure visible in the well-lit room."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00776_00048_occlusion/sample.json b/MBench-V-new/samples/causal/a00776_00048_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..67581a31c77bcbb4f81e1a4117298e53c7817f33
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00776_00048_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00776_00048_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A doll with tan legs stands on a small pink trampoline with a white mesh center, repeatedly jumping up and down while pink and yellow hula hoops lie on the white marble surface in the background.",
+    "A human hand enters from the left side of the frame, partially obscuring the view of the doll's tan legs and the pink trampoline as it reaches toward the center of the play area.",
+    "The human hand completely covers the center of the frame, hiding the trampoline and the jumping doll entirely from view while the fingers and palm dominate the foreground against the white surface.",
+    "The human hand begins to retract towards the left edge, slowly revealing the white marble surface and the pink trampoline underneath as the fingers move away from the center of the shot.",
+    "The hand has fully exited the frame, revealing the small pink trampoline sitting empty on the white marble surface with the doll gone and the pink and yellow hula hoops remaining stationary in the distance."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00783_00136_camera/sample.json b/MBench-V-new/samples/causal/a00783_00136_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..8fed9387515508ee04487722eee06a27573afc6c
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00783_00136_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00783_00136_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A shirtless man in green shorts runs across a wooden platform and leaps off the edge, falling through the air before splashing heavily into the murky water below.",
+    "The camera initiates a smooth downward tilt, tracking the shirtless man in green shorts as he sprints across the weathered wooden planks of the elevated platform structure.",
+    "The camera maintains the downward tilt, shifting the frame entirely away from the high deck to capture the murky brown water and the large concrete alligator sculpture on the shore.",
+    "The camera begins a steady upward tilt, rising from the chaotic splash zone to reveal the dark, rippling surface of the pond and the nearby floating plywood dock.",
+    "The camera completes the upward tilt, bringing the wooden railing and the tattered black flags back into the frame to re-establish the original launching point of the jump."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00783_00136_dimming/sample.json b/MBench-V-new/samples/causal/a00783_00136_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..16dec772aa9432162599749bfe2110c3043be43e
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00783_00136_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00783_00136_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "Two shirtless men stand on the high wooden platform of the makeshift pirate ship, one in black shorts and one in green shorts leaning on the railing, under a bright overcast sky with a tattered skull flag hanging from the mast.",
+    "The bright white sky begins to darken rapidly as heavy, ominous storm clouds roll in from the horizon, casting deepening shadows across the wooden railing and the men on the deck.",
+    "The scene is plunged into near-total darkness as the storm clouds completely block out the sunlight, leaving only the faint, shadowy silhouette of the wooden mast and the tattered flag barely visible against the gloom.",
+    "The heavy cloud cover begins to break apart, allowing shafts of daylight to filter back through, gradually illuminating the rough wooden railing and the red-painted base of the platform as the storm passes.",
+    "The lighting fully recovers to normal daylight, revealing the smiling man with wet dark hair submerged up to his shoulders in the murky brown water next to the red-painted wooden base of the platform."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00783_00136_occlusion/sample.json b/MBench-V-new/samples/causal/a00783_00136_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..66c47f984c3a87f8af1a00421bbb105a75bce2ae
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00783_00136_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00783_00136_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "Two shirtless men stand on a high wooden platform constructed with light-colored lumber, and the man in green shorts begins to run forward to leap, while a tattered black and white flag flutters in the background.",
+    "A large, tattered black and white flag attached to the upper rigging suddenly swings into the foreground from the right side, beginning to obscure the view of the men on the wooden deck.",
+    "The massive, weathered black and white flag completely dominates the frame against the bright sky, fluttering wildly in the wind and entirely blocking the view of the wooden platform where the man was running.",
+    "The heavy, tattered flag begins to swing back toward the right, slowly revealing the reddish-brown painted wooden wall of the structure and the thick ropes hanging down as the scene becomes visible again.",
+    "The flag has fully cleared the frame to the right, revealing a smiling man with wet dark hair submerged up to his shoulders in the murky brown water near the edge of the wooden deck structure."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00785_00180_camera/sample.json b/MBench-V-new/samples/causal/a00785_00180_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..fccf959b687b3895f172430ad553e4e17f8ad756
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00785_00180_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00785_00180_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A hammer strikes a glowing orange metal rod placed on an anvil, repeatedly pounding the heated metal to flatten and elongate it.",
+    "The camera tilts upward away from the rough, pitted surface of the anvil, slowly revealing the blacksmith's hand gripping the long iron tongs while the glowing orange tip of the metal rod remains visible near the center of the frame.",
+    "The camera continues to tilt upward until the anvil and the heated metal rod are completely out of view, exposing the dark, soot-covered brick walls of the workshop and a faint, flickering light source from a forge in the background.",
+    "The camera tilts downward, moving past the heavy chains hanging from the ceiling and the blacksmith's leather apron, guiding the viewer's gaze back toward the workbench area where the metalworking is taking place.",
+    "The camera completes its downward tilt to re-establish the original action area, bringing the heavy steel anvil and the elongated, slightly cooling metal rod back into sharp focus as the hammering process is ready to resume."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00785_00180_dimming/sample.json b/MBench-V-new/samples/causal/a00785_00180_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..a7e0ec4a7f5c2b8b1b947d6c464eda01193f512d
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00785_00180_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00785_00180_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A close-up static shot focuses on the rough, scarred grey surface of a heavy anvil with a square hardy hole visible on the left, as a hammer begins striking a glowing orange metal rod placed on top.",
+    "The overhead workshop lights suddenly flicker and begin to dim, causing the bright specular highlights on the anvil's scratched top surface to fade while shadows deepen around the hammer and the heating metal.",
+    "The scene plunges into near-total darkness, obscuring the details of the anvil and the hammering action, leaving only a faint, dying orange ember glow from the hot metal rod visible in the blackness.",
+    "The workshop lights buzz and flicker back on, gradually restoring visibility to the scene and revealing the rough texture of the anvil's side and the small decorative metal casting attached near the base.",
+    "With the lighting fully recovered, the camera clearly shows the result of the work: the metal rod now rests on the anvil, flattened at one end into a tapered, leaf-like shape amidst scattered blue scale flakes."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00785_00180_occlusion/sample.json b/MBench-V-new/samples/causal/a00785_00180_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..f34b3afe617ae0c84d02d4d62124f4d5367719d3
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00785_00180_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00785_00180_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A static close-up captures the weathered grey top of an iron anvil with a square hole on the left and a decorative metal scroll attached to the side, as hammering begins on a hot rod.",
+    "A heavy, dark brown leather apron swings into the frame from the right edge, partially blocking the view of the anvil's flat top and the glowing workpiece as the smith moves closer.",
+    "The thick, textured leather of the apron completely fills the frame, entirely obscuring the anvil and the metalworking process as the smith stands directly in front of the lens.",
+    "The dark leather material begins to shift away to the right, slowly uncovering the metallic surface of the anvil and allowing the workshop lighting to illuminate the workspace again.",
+    "The apron has fully exited the frame, revealing the final result: a glowing orange metal rod resting on the anvil, flattened into a tapered, leaf-like shape surrounded by blue scale flakes."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00785_00984_camera/sample.json b/MBench-V-new/samples/causal/a00785_00984_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..3ad53c2e2fbed5d6dc99cf184b7e0f68f4f509b1
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00785_00984_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00785_00984_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A blacksmith's hammer strikes a glowing orange-hot metal piece on an anvil, sending small sparks flying as the metal deforms under repeated blows.",
+    "The camera tilts down, revealing the dark, soot-streaked surface of the anvil beneath the glowing metal, with faint embers drifting upward from the heated iron as the hammer continues its rhythmic strikes.",
+    "The camera continues tilting downward, now capturing only the rough stone floor of the forge, scattered with cold ash and discarded metal shavings, while the bright glow of the fire in the background fades into a distant blur.",
+    "The camera tilts up, slowly repositioning to reveal the edge of the anvil again, where sparks still linger in the air and the dim outline of the blacksmith’s hand grips the hammer handle.",
+    "The camera completes its upward tilt, centering once more on the glowing orange-hot metal resting on the anvil, the hammer poised mid-air above it, ready for another strike as flames flicker in the background."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00786_00033_camera/sample.json b/MBench-V-new/samples/causal/a00786_00033_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..3dff0604c515bdc2ab7aa0789cf550cd62c7b3b4
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00786_00033_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00786_00033_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Cue strikes white ball, sending it rolling toward orange ball near pocket; balls collide, white ball rebounds slightly, orange ball remains near pocket edge.",
+    "The camera pans left, following the cue stick’s motion as it strikes the white ball near the edge of the pocket, with the textured gray felt and dark corner rail sharply defined in the frame.",
+    "The camera continues panning left, revealing a section of the pool table’s side wall and the blurred outline of a red-and-white scorecard taped to the frame, while the original action area is now entirely out of view.",
+    "The camera pans right, gliding past the shadowed edge of the table rail and catching the faint reflection of overhead lighting on the smooth surface of the felt.",
+    "The camera completes its rightward pan, re-centering on the pocket where the white ball has rebounded slightly and the orange ball remains perched at the edge, both clearly visible against the darkened background."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00786_00064_camera/sample.json b/MBench-V-new/samples/causal/a00786_00064_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..8889695b274a132e0b8401b7c288d77d646a50b0
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00786_00064_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00786_00064_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A pool player hits the white cue ball, driving it into the black eight-ball. The force sends the eight-ball rolling into the top-left corner pocket while the cue ball deflects toward the bottom rail.",
+    "The camera initiates a steady counterclockwise orbital trajectory above the rectangular playing surface, gradually pivoting the viewpoint along the perimeter rails, while the vibrant blue baize, the scattered assortment of numbered spheres, the player’s gloved hand stabilizing the tapered cue stick, and the crisp white projectile all remain prominently centered in the frame as the impending strike begins to unfold, with the overhead illumination casting soft shadows across the slate bed and highlighting the polished metal corner pockets that await the incoming trajectory, ensuring that every geometric alignment and surface texture stays sharply in focus throughout the lateral sweep, while the surrounding acoustic panels and dark flooring provide a neutral backdrop that keeps visual attention locked on the impending collision, additionally, the subtle reflections on the phenolic resin balls catch the ambient light, creating a dynamic visual rhythm that complements the deliberate pacing of the orbital movement.",
+    "The camera continues its uninterrupted counterclockwise orbital path, sweeping further along the outer boundary, while the central playing zone steadily drifts out of sight, leaving only the peripheral environment in frame, where the heavy carpeted flooring, the reinforced wooden table legs, the adjacent wall-mounted scoreboard, and the diffused ceiling fixtures dominate the composition as the original strike location completely disappears from view, with the shifting perspective emphasizing the structural framework and room architecture rather than the game itself, ensuring that the blue felt and scattered spheres are entirely excluded from the final framing, concurrently, the ambient lighting casts long geometric shadows across the neutral-toned walls, reinforcing the spatial depth of the venue while the mechanical hum of distant ventilation systems subtly underscores the quiet atmosphere of the recreational space, this deliberate displacement isolates the surrounding infrastructure, allowing the viewer to appreciate the venue’s design elements before the perspective inevitably circles back.",
+    "The camera reverses its trajectory to execute a smooth clockwise orbital return, gradually steering the viewpoint back toward the interior zone, while the peripheral architecture slowly recedes, bringing the reinforced table edges, the textured floor mats, the illuminated exit signage, and the suspended lighting array back into transitional focus as the motion steadily realigns with the original playing field, with the rotational shift carefully bridging the gap between the displaced surroundings and the central action area, ensuring that the visual rhythm remains consistent and purposeful throughout the navigational adjustment, while the polished metallic trim along the cushion rails catches the returning light to create subtle gleams that guide the eye inward, establishing a seamless visual pathway that anticipates the forthcoming restoration of the primary scene, all within a single continuous sweep that honors the established spatial geometry and prepares the frame for the imminent return to the central focal point.",
+    "The camera completes its clockwise orbital arc, settling back into the original overhead alignment, while the blue felt, the scattered colored spheres, the player’s retreated stance, and the final resting positions of the white projectile near the bottom rail and the black eight-ball securely nestled within the top-left corner pocket all return to full visibility, effectively restoring the initial compositional balance, with the steady rotational closure bringing every geometric element back into precise registration, ensuring that the post-strike arrangement remains sharply defined under the consistent overhead illumination, while the surrounding frame edges stabilize to match the opening perspective, thereby delivering a coherent visual bookend that captures the resolved state of the table and final trajectory results, furthermore, the crisp contrast between the vibrant baize and the matte finish of the resin balls highlights the successful execution of the shot, providing a clear assessment of the final layout within the recentered view."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00786_00064_dimming/sample.json b/MBench-V-new/samples/causal/a00786_00064_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..f4b8939813dbcf31c64db0d87ce7776d80e5ea20
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00786_00064_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00786_00064_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A static top-down shot captures a blue pool table where a hand wearing a black glove aims a wooden cue stick at the white cue ball near the bottom left, surrounded by scattered colored balls.",
+    "The overhead artificial lights suddenly begin to flicker and dim, causing the shadows on the blue felt to deepen and the colors of the pool balls to desaturate as the cue stick strikes forward.",
+    "The scene is plunged into heavy darkness as the lights fail completely, hiding the pool table and the moving balls in deep shadow with only the faint outline of the table frame visible.",
+    "The lighting system sputters back to life, slowly washing over the table and revealing the blue felt once more as the dimness recedes and details of the scattered balls reappear.",
+    "With the lights fully restored, the black eight-ball is visible inside the top-left corner pocket, the white cue ball rests against the bottom-left rail, and the red ball lies near the right cushion."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00786_00064_occlusion/sample.json b/MBench-V-new/samples/causal/a00786_00064_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..1550b7d2cfb211d9dedb17a8f6b62be5859ada11
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00786_00064_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00786_00064_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A player's hand in a black glove holds a cue stick aimed at the white cue ball on the vibrant blue felt, surrounded by black rails with white diamond markers and scattered colored balls.",
+    "A person wearing a dark grey shirt walks into the frame from the bottom, their torso rising to partially block the view of the player's arm and the cue ball.",
+    "The person in the dark grey shirt stands directly beneath the camera lens, their back completely obscuring the pool table and hiding the collision between the cue ball and the black eight-ball.",
+    "The person in the dark grey shirt moves away to the right side, slowly uncovering the blue felt and revealing the aftermath of the shot as the obstruction clears.",
+    "The black eight-ball is now pocketed in the top-left corner, the red ball rests near the right cushion, and the white cue ball sits near the bottom-left rail, while the other colored balls remain scattered on the blue felt."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00786_00469_camera/sample.json b/MBench-V-new/samples/causal/a00786_00469_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..19dd1d37cfb1b9dd25c13d6732a370e23bcf63e9
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00786_00469_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00786_00469_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Player in red shirt lunges forward to return a fast-paced shot, then quickly retreats as opponent in black shirt advances and strikes the ball with a powerful forehand, causing both players to shift rapidly across the table.",
+    "The camera tracks right, following the player in red as he lunges forward to return a fast-paced shot, capturing the blur of his motion against the vibrant red floor and the blue JOOLA table with its crisp white lines.",
+    "The camera continues tracking right, now showing only the empty side of the court near the blue TMS International banner, where the edge of the table is barely visible and the players have fully exited the frame.",
+    "The camera tracks left, re-entering the scene from the opposite side, revealing the black-shirted player mid-forehand swing with the ball suspended in air above the net and the red mat stretching beneath him.",
+    "The camera settles back into the original position, framing both players again as the red-shirted player retreats and the black-shirted player follows through on his powerful stroke, with the full table and surrounding branding clearly visible."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00786_01466_camera/sample.json b/MBench-V-new/samples/causal/a00786_01466_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..46851de3c77da8e780dab1630642128dbc8fc110
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00786_01466_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00786_01466_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A player strikes the white cue ball with a pool cue, sending it forcefully into a racked triangle of colorful balls, causing them to scatter rapidly across the blue felt surface of the table.",
+    "The camera begins to arc counterclockwise from its high overhead position, revealing the player's gloved hand gripping the pool cue as the white ball rockets toward the tightly packed triangle of vibrant billiard balls on the smooth blue felt.",
+    "The camera continues its steady counterclockwise arc away from the playing surface, shifting the frame entirely toward the dimly lit gray flooring and the shadowed perimeter of the room until the pool table and all scattered spheres vanish completely from sight.",
+    "The camera initiates a smooth clockwise arc to reorient toward the gaming area, capturing the dark wooden rails and silver corner pockets gradually sliding back into the frame as the blue playing surface begins to reappear along the lower edge.",
+    "The camera completes its clockwise arc to settle back into the original overhead perspective, clearly displaying the final resting positions of the multicolored pool balls scattered across the expansive blue felt while the player's extended arm and resting cue stick frame the lower right corner."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00786_01466_dimming/sample.json b/MBench-V-new/samples/causal/a00786_01466_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..552ed0df5353e8dfd357724ac92ecc32f27b0ed3
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00786_01466_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00786_01466_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A static top-down shot captures a blue felt pool table where a player in a blue shirt aims a cue stick at the white ball, preparing to break the racked colorful balls on the left.",
+    "The bright overhead lights begin to flicker and dim rapidly, casting long, deepening shadows across the grey rails and causing the vibrant blue felt to lose its saturation as the scene darkens.",
+    "The lights cut out completely, plunging the pool table into near-total darkness where only the faint, ghostly outline of the scattered balls and the player's arm are barely visible against the black void.",
+    "The overhead lights flicker back to life, gradually illuminating the scene and revealing the colorful balls rapidly scattering across the table as the brightness fully restores the vivid blue surface.",
+    "With the lighting fully recovered, the camera clearly shows the aftermath of the break shot, with colorful billiard balls scattered chaotically across the blue felt and the white cue ball resting near the bottom center."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00786_01466_occlusion/sample.json b/MBench-V-new/samples/causal/a00786_01466_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..4171821e61dcdf47e11097d2a8f484d90019fcf4
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00786_01466_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00786_01466_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "From a static overhead perspective, a player in a light blue shirt extends a pool cue towards the white cue ball on the vibrant blue felt, aiming at the tightly racked triangle of multi-colored balls on the left.",
+    "A person wearing a black jacket walks into the frame from the bottom right edge, their body moving closer to the lens and beginning to block the view of the player's aiming arm.",
+    "The person in the black jacket dominates the entire frame, their dark fabric completely hiding the pool table, the player, and the balls, preventing any view of the break shot taking place.",
+    "The person in the black jacket moves out of the way to the left, revealing the blue felt surface where the balls have clearly been struck and are beginning to settle.",
+    "The camera now clearly shows the scattered colorful billiard balls lying across the blue pool table felt, with the white cue ball resting near the bottom center after the break shot."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00786_02269_camera/sample.json b/MBench-V-new/samples/causal/a00786_02269_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..f4e620089143f38302c1daaf3bc9022958af0563
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00786_02269_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00786_02269_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A bowler releases a black ball down a wooden lane. The ball rolls rapidly toward the white pins with red stripes, striking the formation and sending the pins scattering and tumbling across the deck.",
+    "The camera begins a smooth pan left, and the frame captures the gleaming black bowling ball as it accelerates down the polished maple lane toward the waiting white pins.",
+    "The camera continues the leftward pan, and the view shifts entirely to a dimly lit service corridor where the bowling lane and pins are completely absent from the shot.",
+    "The camera initiates a steady pan right, and the shot sweeps past the darkened side walls to gradually bring the glossy wooden gutters and pin deck back into focus.",
+    "The camera completes the rightward pan, and the perspective re-centers on the alley to clearly display the scattered white pins with red stripes tumbling across the dark sweep area after the impact."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00786_02269_dimming/sample.json b/MBench-V-new/samples/causal/a00786_02269_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..9078a86f8c5d075ace3fc4ea39653e0cc7c49300
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00786_02269_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00786_02269_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "In a brightly lit indoor bowling arena, a bowler wearing a white jersey with 'Weber Cup' and 'Loba' logos is captured in mid-stride, releasing a black bowling ball down the polished wooden lane while spectators watch from the background stands.",
+    "The bright overhead arena lights suddenly flicker and begin to dim rapidly, casting long, deepening shadows across the wooden lane as the bowler follows through with his release and the black ball gains speed toward the pins.",
+    "The stadium lights cut out completely, plunging the bowling alley into near-total darkness where only the faint, ghostly outlines of the scattering pins and the bowler's silhouette are barely visible against the dark backdrop of the audience area.",
+    "The overhead lights flicker back on with a surge of brightness, gradually illuminating the lane again to reveal the aftermath of the throw as the pins finish tumbling and the scene becomes clear.",
+    "With the lighting fully restored to its original brightness, the camera clearly shows the final result on the wooden lane: most of the white pins with red stripes are scattered in the pit, while a single white pin with red stripes remains standing upright on the far right side."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00786_02269_occlusion/sample.json b/MBench-V-new/samples/causal/a00786_02269_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..9f209cc62c7bf0bb47f31c863767e435ec23516b
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00786_02269_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00786_02269_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "Under the bright arena spotlights, a bowler in a white and blue Weber Cup jersey releases a black ball that begins to roll rapidly down the polished wooden lane, with spectators visible in the dark blue background.",
+    "A fellow competitor wearing a bright yellow jersey enters the frame from the right edge, walking closely past the camera lens and beginning to obscure the view of the bowler's follow-through and the rolling ball.",
+    "The bright yellow fabric of the passing player's jersey completely fills the foreground, blocking the entire view of the lane and the bowling action as they walk directly in front of the static camera position.",
+    "The player in the yellow jersey continues walking toward the left edge of the frame, slowly revealing the lane again as the gap between their body and the frame edge widens to show the pins.",
+    "Once the passerby has fully exited the frame, the camera reveals the aftermath on the lane where most pins are scattered in the pit, leaving only a single white pin with red stripes standing upright on the far right."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00787_00007_camera/sample.json b/MBench-V-new/samples/causal/a00787_00007_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..bc2083aa9090db2aa8413ccd1088c92b90f08e36
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00787_00007_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00787_00007_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A blue balloon drops onto a stone floor and bounces, rebounding upwards and falling back down multiple times in a rhythmic motion.",
+    "The camera initiates a steady pan right along the textured floorboards, smoothly tracking past the chipped edges and faded varnish; the frame now captures a neglected storage corner where a row of rusted metal shelves stands against a damp concrete wall, holding fractured glass jars and tangled ropes that catch the ambient glow of a flickering overhead bulb suspended from a blackened ceiling beam, while a stack of mildewed wooden crates marked with faded shipping labels rests near a narrow window sealed with grime that allows only a thin ribbon of grey afternoon light to slice across the accumulated layers of dirt and scattered cobwebs clinging to the rough brickwork, casting deep amber shadows that slowly migrate across the cracked plaster as the mechanical whir of the lens housing underscores the quiet transition away from the central impact zone entirely.",
+    "The camera continues its deliberate pan right across the dimly lit expanse, smoothly gliding past the weathered support pillars and scattered equipment; the view now reveals a completely different section of the warehouse where heavy canvas tarps drape over unidentifiable machinery, illuminated by the harsh glare of a single industrial work lamp mounted on a rolling cart, while the cold stone flooring gives way to compacted earth and scattered gravel that stretches toward a reinforced steel door marked with peeling hazard warnings, ensuring that the initial bouncing zone has disappeared from the frame as the lens sweeps past empty shelving units coated in thick grey dust and a collapsed cardboard box resting near a drainage grate that echoes with the drip of condensation from a leaking overhead pipe, casting elongated silhouettes against the damp masonry walls while the stale air carries the scent of oxidized metal and aged timber throughout the deserted corridor.",
+    "The camera reverses its trajectory with a controlled pan left across the shadowed corridor, steadily retracing its path past the damp masonry walls and oxidized fixtures; the composition now brings the familiar warehouse interior back into view, where the scattered gravel and compacted earth gradually transition back into the original weathered stone tiles, illuminated by the soft ambient glow of distant skylights filtering through accumulated grime, while the heavy canvas tarps and industrial cart slowly slide toward the right edge of the frame, reorienting the viewer toward the central open space where the rhythmic activity originally unfolded, accompanied by the hum of settling infrastructure and the faint rustle of loose papers shifting across the surface as the lens realigns with the primary focal point of the abandoned room, casting diagonal shadows that stretch across the chipped plaster and fractured floorboards while the cool evening breeze drifts through the ventilation shafts, stirring the atmosphere.",
+    "The camera completes its return pan left across the expansive floor, smoothly centering the frame on the familiar stone tiling to fully restore the initial vantage point; the shot now displays the blue balloon continuing its rhythmic bouncing motion against the worn wooden planks, illuminated by the wash of cool artificial lighting that highlights the scuffed surfaces and scattered dust, while the surrounding warehouse architecture remains static in the background, confirming that the primary subject has remained in place throughout the cinematic excursion, with the soft rubber impacts echoing against the cold masonry walls as the lens finally locks onto the repeating vertical trajectory, capturing the deformation of the inflated sphere upon each descent and the sway of its knotted neck against the dimly lit ground, casting elastic shadows that ripple across the cracked grout lines while the temperature drops slightly near the exposed brick columns, grounding the scene in tangible realism."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00787_00007_dimming/sample.json b/MBench-V-new/samples/causal/a00787_00007_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..b88a4564245533fe6e5bac744322196a67f5a3f0
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00787_00007_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00787_00007_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A blue balloon drops into the frame onto the worn, peeling wooden floorboards, bouncing rhythmically under steady indoor lighting that highlights the rough texture and scuffed surface of the planks.",
+    "The overhead lights begin to flicker erratically, casting deepening shadows across the uneven floorboards as the blue balloon continues to bounce, its vibrant color starting to desaturate in the failing illumination.",
+    "The room plunges into near-total darkness, with only faint, ambient glimmers revealing the vague silhouette of the blue balloon as it barely rebounds against the shadowed, textured floorboards.",
+    "The lights flicker back to life, gradually illuminating the scene again as the blue balloon settles, the details of the peeling paint on the floorboards slowly becoming clear once more.",
+    "Under fully restored, steady lighting, the blue balloon lies completely still on the worn wooden floorboards, resting quietly on the surface with peeling paint where the rhythmic bouncing has finally ceased."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00787_00007_occlusion/sample.json b/MBench-V-new/samples/causal/a00787_00007_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..e3b0b0783a960c7ad1574119f01f569c0e5a352c
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00787_00007_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00787_00007_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A blue balloon drops onto the worn wooden floorboards, which are marked by patches of peeling white paint and illuminated by soft light reflecting off the left side, and it begins to bounce rhythmically.",
+    "From the right edge, the dark hem of a long coat and a pair of boots enter the scene, slowly creeping forward to partially obscure the bouncing blue balloon on the distressed surface.",
+    "The heavy fabric of the coat and the walker's legs completely fill the frame, effectively hiding the floor and the blue balloon from view as the dark shapes move directly across the foreground.",
+    "The dark coat and boots begin to slide towards the left edge, gradually revealing the pale, weathered wood underneath as the obstruction moves away and the floor becomes visible once more.",
+    "Once the walker has fully left the frame, the view clearly shows the blue balloon resting on the worn wooden floorboards, having finished bouncing and come to a complete stop near the peeling paint."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00787_00142_camera/sample.json b/MBench-V-new/samples/causal/a00787_00142_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..19f3dbbf71ee45b87f14b130a53a3f096d1b3630
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00787_00142_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00787_00142_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Person in black leggings and orange cleats dribbles a white soccer ball on grass, using alternating feet to push the ball forward while maintaining close control.",
+    "The camera cranes downward, following the motion of the soccer ball rolling across the vibrant green grass as the player’s orange cleats tap it rhythmically. The close-up reveals the texture of the worn white ball and the crisp lines of the black leggings with a neon green stripe along the side. Sunlight filters through scattered clouds, casting soft shadows that shift with each foot movement.",
+    "The camera continues its descent, now fully focused on the dew-kissed blades of grass where the ball once rolled, leaving only faint imprints in the soil. A distant tree line and the edge of a wooden fence appear at the horizon, with no trace of the player or ball remaining. The lighting remains consistent, but the scene has shifted entirely to an empty expanse of field under overcast skies.",
+    "The camera begins to crane upward, rising steadily from the ground-level view of the damp grass toward the open sky. As it ascends, the blurred outlines of the field’s perimeter come into focus—yellow boundary markers and a weathered goalpost frame the edges. The light brightens slightly, revealing patches of sunlight breaking through the cloud cover above.",
+    "The camera completes its upward motion and stabilizes at a mid-height angle, re-establishing the original action area with the player in black leggings and orange cleats dribbling the white soccer ball across the grassy field. The ball rolls smoothly beneath their feet, and the surrounding environment—green turf, distant trees, and soft daylight—is clearly visible once again."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00787_00493_camera/sample.json b/MBench-V-new/samples/causal/a00787_00493_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..c8de149236230d872a178123d48147165baa19a8
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00787_00493_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00787_00493_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A person wearing black pants and white sneakers juggles a colorful soccer ball on a concrete patio. They repeatedly kick the ball upward, executing freestyle maneuvers by circling their leg around the ball while maintaining control with their feet.",
+    "The camera tilts downward, and the frame captures the rough texture of the concrete patio as the player's white sneakers slip into the lower edge.",
+    "The camera continues its downward tilt, and the view settles entirely on a cluster of dry leaves and cracked paving stones, leaving the original playing space completely out of sight.",
+    "The camera initiates an upward tilt, and the composition gradually reveals the dark wooden gate and the lower section of the brick wall.",
+    "The camera finishes tilting upward, and the shot fully re-establishes the original patio area where the performer in black pants controls the colorful soccer ball."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00787_00493_dimming/sample.json b/MBench-V-new/samples/causal/a00787_00493_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..5320adf8b8dbf1bc3845454375b764180fa16a2e
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00787_00493_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00787_00493_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A person wearing black track pants and white sneakers performs freestyle tricks with a black, green, and red patterned soccer ball on a concrete patio bordered by a light brick wall and a brown wooden gate.",
+    "As the person maneuvers their leg around the ball, sudden heavy storm clouds roll overhead, causing the ambient light to drop rapidly and casting deep, dramatic shadows against the light brick wall.",
+    "The scene plunges into deep twilight as the clouds completely obscure the sun, rendering the patio almost black where only the faint outline of the potted rosemary plant and the player's legs are visible.",
+    "The storm clouds begin to break apart, allowing bright natural light to wash back over the scene, slowly illuminating the texture of the concrete ground and the details of the brown wooden gate.",
+    "The lighting returns to full brightness, revealing the final moment where the person balances on their left leg with their right foot extended, having just launched the colorful soccer ball into mid-air above the patio."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00787_00493_occlusion/sample.json b/MBench-V-new/samples/causal/a00787_00493_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..07f50e4527876a66867c173a80c789e6fd852342
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00787_00493_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00787_00493_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "On a grey concrete patio bordered by a white brick wall and a dark wooden gate, a person in black trousers and white sneakers begins juggling a colorful patterned soccer ball, tapping it rhythmically with their feet.",
+    "Suddenly, a large leafy branch from the potted rosemary bush on the right enters the frame from the edge, blown by a strong gust of wind, and begins partially obscuring the view of the person's legs and the ball.",
+    "The dense green foliage of the swaying branch completely occupies the camera frame, blocking out the white brick wall and the person entirely, leaving only the texture of the rosemary needles visible against the blurred background.",
+    "As the gust of wind subsides, the large branch slowly retreats back towards the right edge of the frame, gradually revealing the grey concrete ground and the person's black trousers once more.",
+    "With the foliage fully returned to the black planter, the camera clearly shows the person balancing on their left leg with their right foot extended forward, while the patterned soccer ball hangs suspended in mid-air above the concrete."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00800_00743_camera/sample.json b/MBench-V-new/samples/causal/a00800_00743_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..910c1a89fbd7f8eebba6c6c4accd6a9ab6545e34
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00800_00743_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00800_00743_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A person uses an orange leaf blower to blow dry leaves off white steps with green treads, moving the blower back and forth across each step.",
+    "The camera pans right, revealing more of the white-painted staircase with green treads as the orange leaf blower sweeps across the lower steps, sending dry brown leaves skittering into the sunlight. The person’s gloved hand grips the blower firmly, their dark jacket contrasting against the bright autumn light reflecting off the clean surface of the steps. A coiled green power cord snakes upward along the stairs, anchored near a white planter at the top landing.",
+    "The camera continues panning right, moving beyond the staircase to show a patch of grass and a section of lattice fencing under dappled shade, where the leaf blower and its operator are now completely out of frame. Sunlight filters through bare tree branches, casting long shadows on the ground, while fallen leaves scatter across the lawn. The scene is quiet, devoid of mechanical hum or human presence, focusing instead on the stillness of the yard's edge.",
+    "The camera pans left, gliding past the lattice fence and returning toward the house, capturing the sunlit corner of the porch where the green hose lies coiled near the base of the steps. A few stray leaves drift in the breeze, and the white railing begins to reappear in the periphery, signaling the approach back to the original action area.",
+    "The camera completes its pan left, re-establishing the full view of the white staircase with green treads, now mostly cleared of leaves except for scattered patches. The orange leaf blower rests on the third step, its nozzle pointed downward, while the operator stands nearby, adjusting the cord. Bright sunlight illuminates the cleaned steps, highlighting the contrast between the tidy surface and the remaining debris at the bottom."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00814_00048_camera/sample.json b/MBench-V-new/samples/causal/a00814_00048_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d12c7fcb0b7cf1d8e25106b6eb67f854c4f21b9
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00814_00048_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00814_00048_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A vertical bandsaw blade steadily cuts through a thick, curved piece of lumber, following a blue marker line while sawdust accumulates on the black work surface.",
+    "The camera executes a steady, continuous pan to the left, deliberately shifting the lens away from the central workstation while maintaining a smooth horizontal velocity across the shop floor. This controlled movement reveals the adjacent wall-mounted storage racks packed with neatly organized hand tools, the faint reflection of overhead fluorescent lighting glinting off polished steel clamps, and the trailing edge of the black metal bandsaw table where a fresh crescent of pale yellow sawdust has just begun to settle, exposing how the natural grain of the surrounding pine shelving contrasts sharply with the industrial finish of the heavy machinery, all while the ambient hum of the workshop remains constant in the background.",
+    "The camera maintains its unbroken leftward pan, sweeping further across the room until the original cutting zone and the thick curved timber have completely vanished beyond the right frame boundary. The new composition exclusively highlights a large industrial dust collection unit mounted against the far concrete wall, its transparent plastic hose coiled neatly beside a heavy-duty rolling tool cabinet scarred with years of daily use, while natural daylight filters through a high transom window to cast long, soft shadows across a secondary workbench cluttered with measuring squares and grit sheets, confirming a full spatial displacement from the active machining area to a quiet storage corner.",
+    "The camera initiates a matching pan to the right, smoothly reversing its trajectory to begin the return sequence toward the primary cutting station. This deliberate horizontal shift gradually brings the wall-mounted hand tool racks back into view, captures the polished steel clamps once again catching the overhead fluorescent glow, and allows the trailing edge of the black metal bandsaw table to re-enter from the left side of the frame, while a fresh scattering of pale yellow sawdust becomes visible along the floorboards to trace the machine's recent path, methodically bridging the visual gap between the peripheral storage zone and the central workspace.",
+    "The camera completes its steady pan to the right, finally locking back onto the initial viewpoint to restore the original framing around the active bandsaw setup. The vertical cutting blade is now clearly positioned as it finishes its precise pass along the blue marker line, leaving a clean separation through the dense wood grain while a substantial mound of pale yellow sawdust rests undisturbed on the black work surface below, successfully re-establishing the primary woodworking scene with the cut segment slightly offset from the main block under bright workshop illumination that highlights the freshly exposed timber fibers."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00814_00048_dimming/sample.json b/MBench-V-new/samples/causal/a00814_00048_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..d4b473ec6e52afab5f52c241d8963f71687ce9ef
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00814_00048_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00814_00048_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A vertical bandsaw blade steadily cuts through a thick, curved piece of lumber, following a blue marker line while sawdust accumulates on the black work surface under bright workshop lights.",
+    "The overhead fluorescent lights suddenly begin to flicker and dim, causing the shadows around the bandsaw blade and the thick curved lumber to deepen as the scene loses brightness.",
+    "The workshop plunges into near-total darkness, leaving the bandsaw blade and the curved piece of lumber barely visible as faint silhouettes against the black work surface covered in sawdust.",
+    "The artificial lighting flickers back on, gradually revealing the texture of the wood and the scattered sawdust on the black table as the scene emerges from the darkness, restoring visibility to the workshop.",
+    "With the lighting fully recovered, the curved wooden beam stands vertically against the band saw blade, which has sliced along the blue guideline, nearly separating a thin strip of wood amidst scattered sawdust."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00814_00048_occlusion/sample.json b/MBench-V-new/samples/causal/a00814_00048_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..46a2868638602374aa4b3797643ccd6633e3b0c0
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00814_00048_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00814_00048_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A thick, curved piece of light-colored lumber is being carefully guided into a vertical bandsaw blade, closely following a blue marker line as fine sawdust piles up on the black metal table.",
+    "A large, flat sheet of plywood carried by a worker enters from the left side of the frame, beginning to obscure the view of the bandsaw blade and the curved lumber.",
+    "The large sheet of plywood completely dominates the foreground, fully blocking the view of the active bandsaw, the curved beam being cut, and the accumulating sawdust on the table below.",
+    "The large sheet of plywood begins to slide out of the frame to the right, gradually revealing the black work surface and the bandsaw setup underneath once again.",
+    "With the obstruction gone, the camera reveals the final state where the curved wooden beam stands vertically against the blade, having been sliced along the blue guideline with a thin strip nearly separated amidst scattered sawdust."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00815_00446_camera/sample.json b/MBench-V-new/samples/causal/a00815_00446_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..ecc65f2ce3754aa7858fc99a6b89418b63a4a13a
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00815_00446_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00815_00446_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A skateboarder in a white shirt grinds along a metal railing, loses balance while dismounting, and falls hard onto the concrete pavement, sliding on his back.",
+    "The camera begins a steady counterclockwise orbit around the plaza, tracking the skateboarder in the white graphic tee as he grinds his trucks along the silver metal railing, capturing the tension in his posture against the backdrop of passing vehicles and the urban street environment.",
+    "The camera continues its counterclockwise sweep, panning away from the rail to focus entirely on the adjacent street corner where a silver hatchback is parked near a thick tree trunk, effectively removing the skateboarder and the initial obstacle from the frame to highlight the empty space he is about to occupy.",
+    "The camera reverses direction with a smooth clockwise orbit, swinging back past the textured bark of the plane tree and the grey concrete pavers, gradually revealing the chaotic energy of the street as the view shifts from the static parked cars back toward the area where the skater landed.",
+    "The camera completes its clockwise return to the original vantage point, firmly re-establishing the scene to show the skateboarder sprawled on his back on the pavement, sliding to a rest near the tree base with his board lying detached nearby, marking the conclusion of the failed trick."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00815_00446_dimming/sample.json b/MBench-V-new/samples/causal/a00815_00446_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..ab19abf2f7a102bb8a84f444d81139c0b3cf8547
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00815_00446_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00815_00446_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A skateboarder wearing a white t-shirt and black pants performs a grind along a metal railing on a city street, with parked cars and storefronts visible in the background under bright natural daylight.",
+    "The natural lighting begins to drop rapidly as heavy grey storm clouds roll in over the street, causing shadows to deepen and the vibrant colors of the parked cars and storefronts to desaturate.",
+    "The scene plunges into near-total darkness as the dense storm clouds completely block the sun, leaving only the faint, ghostly outline of the metal railing and the skateboarder barely visible in the deep gloom.",
+    "The lighting begins to return as the heavy storm clouds start to part, gradually illuminating the street scene again and revealing the skateboarder near the metal railing as the colors of the surroundings start to pop back.",
+    "The lighting has fully recovered to bright daylight, clearly showing the skateboarder lying on the paved ground propping himself up with his hands, while his skateboard rests upside down with wheels facing up near the base of a tree."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00815_00446_occlusion/sample.json b/MBench-V-new/samples/causal/a00815_00446_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..eb5578653ddd590029557156160ce0d3f558fa25
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00815_00446_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00815_00446_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A skateboarder in a white t-shirt grinds along a horizontal metal railing in an urban plaza, with a black SUV and a blue parking sign visible in the background under bright daylight.",
+    "A large white delivery van enters the frame from the left side, its side panel sliding across the foreground and beginning to block the view of the skater performing the trick.",
+    "The white delivery van completely fills the frame, fully obscuring the skater and the railing, leaving only the vehicle's white exterior and windows visible in the static shot.",
+    "The rear of the white delivery van moves toward the right edge, gradually revealing the concrete ground and the metal railing again as the vehicle exits the scene.",
+    "The view is clear again to show the skateboarder lying on the paved ground propping himself up with his hands, while his skateboard rests upside down with wheels facing up near the base of a tree."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00815_00919_camera/sample.json b/MBench-V-new/samples/causal/a00815_00919_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..56cabbb693aa1307e3f75192eed19fc994c1ec48
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00815_00919_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00815_00919_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A skateboarder with long hair rides toward a metal rail, jumps onto it to attempt a grind, loses balance, and falls off onto the concrete pavement, sliding along the ground.",
+    "The camera initiates a steady downward tilt, revealing the sun-bleached concrete pavement and the vertical support posts of the metal rail.",
+    "The camera continues its smooth downward tilt, filling the frame with a patch of dry grass and a weathered red curb while the original skating zone remains completely hidden.",
+    "The camera begins a controlled upward tilt, bringing the shadowed trunk of a large oak tree and the adjacent green lawn into view.",
+    "The camera completes the upward tilt, restoring the original plaza scene where the long-haired skateboarder slides across the sunlit concrete near his overturned board."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00815_00919_dimming/sample.json b/MBench-V-new/samples/causal/a00815_00919_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..9cd534155ffcfe64285db0019fe294acabff875b
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00815_00919_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00815_00919_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A skateboarder with long hair rides toward a metal rail on a concrete pavement, with blue double doors visible in the background under a covered walkway illuminated by bright daylight.",
+    "The bright daylight begins to fade rapidly as heavy storm clouds roll in, deepening the shadows around the metal rail and causing the scene's colors to desaturate.",
+    "The area is plunged into near-total darkness, obscuring the skateboarder's movements and leaving only the faint outlines of the building's structure and the rail visible in the gloom.",
+    "The storm clouds start to break, allowing light to filter back in and gradually revealing the concrete ground and the aftermath of the skateboarder's attempt.",
+    "The lighting returns to full brightness, clearly showing the skateboarder lying on his stomach on the concrete, propping himself up with his hands, while his skateboard rests on its wheels nearby to his left."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00815_00919_occlusion/sample.json b/MBench-V-new/samples/causal/a00815_00919_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..cf604250f2ebd7f479a3351de0e649a973360176
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00815_00919_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00815_00919_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "Under bright sunlight, a skateboarder with long hair in a grey shirt and jeans rides across the smooth concrete pavement toward a silver metal handrail situated near large blue double doors.",
+    "As the skateboarder crouches to jump onto the rail, a person wearing a dark jacket enters the frame from the right edge, walking leftward very close to the camera lens and beginning to obscure the view of the skater.",
+    "The person in the dark jacket continues walking across the foreground, completely filling the frame and blocking the view of the skateboarder, the metal rail, and the blue doors behind them, leaving only the passerby's clothing visible.",
+    "The person in the dark jacket moves toward the left edge of the frame, gradually revealing the concrete ground and the metal rail again as the gap widens, showing glimpses of the ground where the action occurred.",
+    "Once the passerby has fully exited the frame to the left, the camera reveals the skateboarder lying on his stomach on the concrete pavement, propping himself up with his hands, with his skateboard resting on its wheels nearby to his left."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00816_01530_camera/sample.json b/MBench-V-new/samples/causal/a00816_01530_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..6414e9569ee4918c33b3ef2360f8e3814be661ae
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00816_01530_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00816_01530_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Hands adjust wooden track pieces, connecting a curved ramp section to support blocks on a white surface.",
+    "The camera cranes upward, revealing more of the white tabletop and the textured beige wall above, as hands adjust a wooden track piece with grooved curves, connecting it to support blocks beneath.",
+    "The camera continues its upward crane, now showing only the upper portion of the wall and a sliver of the table's edge, with the wooden track and hands entirely out of frame, leaving a blank expanse of wall and surface.",
+    "The camera begins descending slowly, gliding downward past the pale wall and catching glimpses of the table’s corner and the light wood grain near the edge, preparing to reframe the scene.",
+    "The camera completes its descent, returning to the original height and angle, now clearly capturing the fully assembled wooden track with hands securing the curved ramp section atop support blocks on the white surface."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00817_01487_camera/sample.json b/MBench-V-new/samples/causal/a00817_01487_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..d506e70997b62694f4aab403abc41061085598a0
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00817_01487_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00817_01487_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A fishing line with a white disc lure is pulled through clear, shallow water over a rocky, algae-covered riverbed, creating ripples and disturbances as it moves.",
+    "The camera tilts upward, revealing the sunlit surface of the water where ripples distort the reflection of surrounding foliage, while the white disc lure glints briefly before disappearing beneath the shimmering green layer.",
+    "The camera continues its upward tilt, now capturing only the dappled canopy above and the bright sky through the trees, with the riverbed and fishing line entirely out of frame, replaced by a mosaic of sunlight and leaf shadows.",
+    "The camera begins to tilt downward, descending past the dense tree branches into the dimmer underlayer of the forest, where glimpses of moss-covered rocks and trickling water hint at the return to the aquatic scene below.",
+    "The camera completes its downward tilt, re-establishing the clear, shallow riverbed beneath the surface, where the white disc lure rests gently on the algae-dotted stones, still tethered to the fishing line and surrounded by swirling ripples."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00820_00450_camera/sample.json b/MBench-V-new/samples/causal/a00820_00450_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..09b5345e6daf6e055d3e068d1b8ec3d5e0d48600
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00820_00450_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00820_00450_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A black race car with \"VIAGRA\" branding speeds along a curved track, navigating a turn while maintaining high velocity, its tires gripping the asphalt as it leans into the bend.",
+    "The camera tracks left along the outer edge of the racetrack, following the black race car as it leans into the turn with its tires gripping the asphalt; the yellow safety barriers and red-and-white curbing come into sharp focus beneath a bright midday sun.",
+    "The camera continues tracking left past the final curve, now showing only the empty stretch of gray pavement and the metal fencing beyond, with no trace of the race car visible—only distant grandstands and a lone track worker in high-visibility gear near the pit lane entrance remain in frame.",
+    "The camera begins tracking right across the infield, passing over the concrete apron and chain-link fence, capturing the shadowed underside of the elevated bridge structure and the blurred motion of a maintenance vehicle below.",
+    "The camera completes its return movement, tracking right to reframe the curved section of the track where the black \"VIAGRA\" race car reappears, speeding through the bend with its rear spoiler flaring in the wind, the white line on the asphalt glowing under direct sunlight."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00820_02171_camera/sample.json b/MBench-V-new/samples/causal/a00820_02171_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..105608778266efc2ef0101f07355662452c96ca7
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00820_02171_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00820_02171_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A rally car speeds around a curved asphalt road, its rear tires kicking up dust as it navigates the turn with precision, showcasing dynamic motion and high-speed handling.",
+    "The camera orbits clockwise, smoothly tracking the rally car as it powers through the sweeping curve of the asphalt road, its rear tires sending up a plume of dust that catches the golden afternoon light. The rugged terrain surrounding the track—dry grasses, scattered shrubs, and distant trees—frames the dynamic motion of the Ford Fiesta WRC with Red Bull livery, emphasizing the contrast between the engineered precision of the vehicle and the untamed landscape.",
+    "The camera continues its clockwise orbit, now fully displaced from the original action area, revealing a wide expanse of sun-baked fields and low hills where the road vanishes into the horizon. A lone red-berried bush stands in sharp relief against the muted earth tones, and the absence of any vehicle highlights the serene stillness of the rural setting, untouched by the earlier high-speed drama.",
+    "The camera begins to orbit counterclockwise, gradually shifting focus back toward the winding road, capturing the edge of the asphalt as it curves gently through the dry meadow under soft sunlight. The white lane markings reappear in the frame, leading the eye toward the approaching bend where the natural contours of the land meet the engineered path.",
+    "The camera completes its counterclockwise orbit, re-establishing the original viewpoint with the rally car now visible again as it enters the curve at speed, its rear spoiler flaring in the breeze and kicking up dust along the roadside verge. The familiar scene—the curved road, the green-and-brown scrubland, and the distant treeline—is restored, framing the car’s powerful motion once more."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00820_02717_camera/sample.json b/MBench-V-new/samples/causal/a00820_02717_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..8c3c606bef0c4fe50e2fa89ecafad5e697b09331
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00820_02717_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00820_02717_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Race cars navigate a sweeping right-hand turn on an asphalt track, closely following each other with visible tire marks and blue-and-yellow curbs along the edge.",
+    "The camera tracks left along the outer edge of the track, following the sweeping curve as the race cars navigate the right-hand turn with tires gripping the asphalt; blue-and-yellow curbs line the edge, and tire marks streak across the surface under bright sunlight.",
+    "The camera continues tracking left, moving beyond the final bend into a wide grassy embankment where only the distant guardrails and a red advertising banner remain visible, the racing action now entirely out of frame.",
+    "The camera begins tracking right, gliding over the dry, sunlit infield toward the track’s inner apron, passing a stack of black tire barriers and a partially shaded section of asphalt near the pit lane entrance.",
+    "The camera completes its return motion, re-establishing the original viewpoint overlooking the sweeping right-hand turn where the race cars reappear in formation, their rear spoilers slicing through the air as they follow the curving asphalt lined with blue-and-yellow curbs."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00836_00096_camera/sample.json b/MBench-V-new/samples/causal/a00836_00096_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..e368360675405f3012aa34a2c894aee8b5b6e432
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00836_00096_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00836_00096_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Car tire rolls forward, crushing colorful balls one by one, flattening them under pressure as it moves across the concrete surface.",
+    "The camera arcs clockwise, gradually shifting focus from the tire's tread pattern to the cracked concrete surface beneath, where fragments of flattened pink and green balls lie scattered near the wheel’s edge.",
+    "The camera continues its clockwise arc, now capturing only the expanse of weathered pavement and a distant white wall, with no trace of the car or crushed toys remaining in frame.",
+    "The camera begins an arcing counterclockwise motion, sweeping past the gray concrete floor and revealing a glimpse of the vehicle’s undercarriage before slowly reorienting toward the original scene.",
+    "The camera completes its counterclockwise arc, settling back on the tire resting atop the remnants of the colorful balls, with the flattened pink and green pieces clearly visible against the stained concrete."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00843_00187_camera/sample.json b/MBench-V-new/samples/causal/a00843_00187_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..2f64cf57d1e75f0fa520f11d3e90e338179ce24e
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00843_00187_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00843_00187_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A small box firework on the ground erupts, shooting a fountain of bright red, white, and blue sparks upward that scatter and rain down while thick smoke billows around the base.",
+    "The camera initiates a steady clockwise orbit around the pyrotechnic display, keeping the small square box centered in the frame as it violently ejects a fountain of red, white, and blue sparks that rain down onto the reddish-lit ground.",
+    "The camera persists in its clockwise rotation, drifting laterally until the active firework disappears from view entirely, leaving only the dark, featureless night sky and the faint, drifting haze of smoke visible in the periphery.",
+    "The camera switches to a counterclockwise orbit to begin its return, sweeping past the dark, open space where the lingering haze of smoke hangs in the air, moving back toward the center of the activity.",
+    "The camera finalizes its counterclockwise path to re-establish the original viewpoint, bringing the small box firework back into full view as it continues to burst with bright, crackling sparks that illuminate the surrounding dust and debris."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00843_00187_occlusion/sample.json b/MBench-V-new/samples/causal/a00843_00187_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..64cbcf18a08546153ef5ee74c841ba9d015cb193
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00843_00187_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00843_00187_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "In the pitch-black night, a small dark cube sits on the reddish ground, suddenly erupting with a fountain of bright white sparks that shoot upward toward a glowing red flare while smoke begins to billow around the base.",
+    "A person wearing dark clothing walks into the frame from the right foreground, their silhouette beginning to obscure the lower portion of the sparking firework and the illuminated reddish ground as they pass close to the lens.",
+    "The person continues walking across the foreground, their body completely filling the frame and blocking the view of the firework, leaving only the faint ambient red glow visible behind them in the darkness.",
+    "As the person moves toward the left edge of the frame, their figure slides away to reveal the firework box again, which is still active with sparks trailing downward and smoke drifting in the night air.",
+    "The person has fully exited the frame to the left, revealing the small dark firework box standing upright on the reddish ground, now emitting a steady fountain of bright white sparks and grey smoke into the darkness."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00843_00455_camera/sample.json b/MBench-V-new/samples/causal/a00843_00455_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..4d4d775d96e79fbef2a1dd6e23f4004cac5892ed
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00843_00455_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00843_00455_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A blue cylindrical firework sitting on dry leaves vigorously shoots a fountain of bright white sparks and smoke straight up into the dark surroundings.",
+    "The camera initiates a deliberate upward crane motion, smoothly elevating the lens above the initial staging area while carefully controlling the vertical ascent speed; the lower section of the frame clearly reveals the blue cylindrical firework sitting securely on a scattered layer of dry brown leaves, vigorously emitting a dense fountain of bright white sparks and swirling gray smoke that cuts sharply through the dark nighttime environment. The intense artificial glare bounces off the surrounding rough soil and fragmented twigs, casting long, dancing shadows that stretch outward across the uneven terrain. The steady mechanical lift gradually alters the parallax relationship between the foreground debris and the distant tree line, enhancing the sense of depth while keeping the energetic pyrotechnic display perfectly centered within the composition. The rising perspective captures the raw kinetic energy of the burning propellant as it forcefully pushes against the cool night air.",
+    "The camera continues its relentless upward crane trajectory, ascending higher into the atmosphere with unwavering precision until the original ground-level setup completely vanishes from sight; the composition becomes entirely dominated by the vast inky expanse of the night sky, punctuated only by a few faintly glowing stars and the dark silhouettes of high tree branches that sway gently in the cool evening breeze. Without the artificial glare of the ground display, the natural darkness of the environment takes over as the primary visual element, creating a profound sense of isolation and quiet stillness. The lingering atmospheric haze drifts slowly across the upper frame, catching the subtle moonlight that filters through the dense canopy overhead. The smooth vertical progression emphasizes the sheer scale of the open space above, leaving the earlier pyrotechnic activity completely behind.",
+    "The camera initiates a controlled downward crane movement, reversing its previous vertical path and steadily descending back toward the earth while carefully modulating the speed of the mechanical drop; the upper canopy gradually recedes from view as the lens navigates through the cool night air, revealing the rough textures of aged bark and the faint outlines of surrounding underbrush that line the perimeter of the clearing. The ambient lighting shifts noticeably from the open sky’s subtle gradients to the deeper, richer tones of the ground-level environment, where earthy smells of damp soil and decomposing vegetation seem to permeate the scene. The steady descent builds a quiet sense of anticipation as the frame prepares to reconnect with the original staging area, moving through layered shadows with precise pacing.",
+    "The camera completes its smooth downward crane maneuver, settling precisely back into the original ground-level vantage point to fully restore the initial framing of the scene; the blue cylindrical firework sits firmly on the familiar patch of scattered dry leaves, its cardboard casing slightly blackened from heat while a gentle plume of residual white smoke continues to drift lazily upward into the dark surroundings. The bright fountain of sparks has now faded into a soft, lingering ember glow, casting a warm amber haze that highlights the intricate details of the fallen foliage and the moist earth beneath. The composition perfectly mirrors the opening perspective, confirming that the pyrotechnic display has reached its quiet conclusion while the surrounding night calmly absorbs the final traces of the energetic performance."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00843_00455_occlusion/sample.json b/MBench-V-new/samples/causal/a00843_00455_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..cc648b8d0f628c4c438b91223f9b234b16c4e104
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00843_00455_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00843_00455_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A blue cylindrical firework rests on a carpet of dry brown leaves in the dark, vigorously shooting a fountain of bright white sparks and smoke straight up that casts a harsh glare on the surroundings.",
+    "A sudden gust of wind sweeps a dense cluster of dry leaves from the left edge, partially obscuring the view of the glowing firework and the scattered debris on the ground.",
+    "The swirling mass of brown leaves completely covers the camera view, blocking the sight of the blue canister and the sparks as the wind-driven foliage dominates the entire frame with textured organic shapes.",
+    "The thick cluster of leaves begins to drift away toward the right side, slowly opening up a gap that reveals the blue cylinder and the ongoing pyrotechnic display underneath.",
+    "The wind-blown leaves have fully cleared the view, showing the blue cylindrical canister remaining upright on the leaf-strewn ground while emitting a continuous vertical stream of bright golden sparks and grey smoke into the night."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00843_00563_camera/sample.json b/MBench-V-new/samples/causal/a00843_00563_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..fd088bb2e1d7b1865369048a9603b84d4c7c3645
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00843_00563_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00843_00563_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A small rectangular object on the ground violently erupts, shooting a dense fountain of bright orange sparks and intermittent white flashes into the darkness while releasing clouds of smoke.",
+    "The camera tilts downward, and the coarse, dry earth immediately surrounding the ignition site fills the lower frame as the initial spray of golden embers scatters across the dirt.",
+    "The camera continues its steady downward tilt, and only the shadowed, uneven soil and scattered pebbles beneath the blast zone remain in view while the eruption stays completely out of sight.",
+    "The camera initiates a smooth upward tilt, and the lower perimeter of the testing ground reappears where faint, drifting tendrils of gray smoke hover just above the darkened terrain.",
+    "The camera completes its upward return motion, and the original blast zone re-centers in the frame to clearly show the small rectangular casing still violently ejecting a dense fountain of bright orange sparks and thick white smoke into the night."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00843_00563_occlusion/sample.json b/MBench-V-new/samples/causal/a00843_00563_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..990b5698c007e8d594e6cc0ffba4041bfc6f78b8
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00843_00563_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00843_00563_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "In the pitch-black night, a small rectangular firework box sits on the sandy dirt ground, suddenly igniting into a violent fountain of blinding white light and scattered orange sparks that illuminate the immediate area.",
+    "As the pyrotechnic display intensifies with shooting sparks, the dark silhouette of a person walking casually enters the frame from the left side, their body beginning to obscure the lower portion of the bright explosion.",
+    "The walking figure moves directly in front of the lens, their dark clothing and torso completely filling the view and hiding the erupting firework behind a solid wall of shadow, leaving only the edges of the scene visible.",
+    "The person continues their path toward the right edge of the frame, their silhouette sliding away to reveal the chaotic shower of sparks and thick smoke billowing from the ground once again.",
+    "With the obstruction fully gone, the camera captures the small rectangular object sitting on the dirt, continuously erupting in a bright, chaotic shower of orange sparks and thick smoke that scatter outward into the darkness."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00843_00857_camera/sample.json b/MBench-V-new/samples/causal/a00843_00857_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..89a78e5a3c302162a979703b7914063ac499c801
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00843_00857_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00843_00857_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A ground-based firework fountain erupts, violently shooting a chaotic stream of bright white and gold sparks upwards and outwards into the darkness, accompanied by billowing grey smoke and intermittent flashes of green light.",
+    "The camera executes a smooth crane down motion, steadily lowering its perspective toward the rough terrain while the violent firework fountain remains sharply anchored in the central field of view. A dense cascade of bright white and gold sparks erupts continuously from the smooth red ceramic vessel, scattering across the dark soil as thick clouds of grey smoke drift upward and intermittent flashes of vivid green light momentarily illuminate the surrounding emptiness and scattered fragments of burnt cardboard.",
+    "The camera maintains its downward crane trajectory, descending further until the lens completely abandons the ignition site while the frame becomes entirely consumed by the immediate foreground earth. Only the coarse texture of the dark ground and scattered patches of dry winter grass remain visible, entirely devoid of any luminous discharge or pyrotechnic residue, leaving the viewer suspended in a quiet shadowed expanse far removed from the initial spectacle.",
+    "The camera initiates a controlled crane up motion, gradually elevating the viewpoint back toward the original horizon line while faint traces of the earlier activity begin to reemerge along the lower boundary. Wisps of lingering grey smoke drift lazily across the composition, catching the faint afterglow of scattered embers that still smolder among the dark soil, signaling a quiet return to the primary performance zone.",
+    "The camera completes its upward crane adjustment, restoring the initial eye-level perspective while the full pyrotechnic setup reappears firmly centered within the composition. The red ceramic fountain now sits quietly amidst a settling haze of grey smoke, its surface still dotted with fading green reflections and a few stray gold sparks that continue to skitter weakly across the darkened ground."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00843_00857_occlusion/sample.json b/MBench-V-new/samples/causal/a00843_00857_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..512d2f9020253aaf3740b2c2a2451d6548caf54f
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00843_00857_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00843_00857_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "In the pitch-black night, a red pot-shaped firework on the ground erupts, violently shooting a chaotic stream of bright white and gold sparks upwards while billowing grey smoke and green flashes fill the air.",
+    "As the sparks fly, a dark silhouette of a person enters from the left edge, their torso and legs moving across the foreground to partially block the view of the glowing fountain.",
+    "The person's dark form completely covers the center of the frame, hiding the firework entirely, with only the bright edges of the sparks visible around their silhouette as they pass close to the lens.",
+    "The figure continues walking toward the right edge, slowly revealing the scene again as the gap widens to show the lingering grey smoke and the ground where the red pot and scattered orange objects sit.",
+    "Once the person has fully exited the frame, the view is clear again, showing the red pot-shaped firework sitting on the ground emitting sparks, with smoke rising and small orange items lying nearby on the dark surface."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00843_00945_camera/sample.json b/MBench-V-new/samples/causal/a00843_00945_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..2fbb199ce7f62b53bc18385f37a0e823105e90cf
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00843_00945_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00843_00945_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A small firework box on the ground emits a continuous vertical fountain of bright white sparks and smoke, shooting upwards into the dark night sky.",
+    "The camera pans steadily to the left, shifting the perspective away from the central light source to reveal the dark, reddish gravel of the ground stretching into the shadows.",
+    "The camera continues the leftward pan, leaving the sparking device entirely out of frame to show only the empty, textured earth and the deep blackness of the night sky.",
+    "The camera begins to pan back to the right, sweeping across the dark terrain to capture the drifting white smoke that lingers in the air near the edge of the illuminated area.",
+    "The camera finishes panning to the right, returning to the original position to clearly show the small firework box still erupting with a fountain of bright white sparks and smoke."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00843_00945_occlusion/sample.json b/MBench-V-new/samples/causal/a00843_00945_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..5d4a2597eb238f8599546847bd7bb2968f5a497a
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00843_00945_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00843_00945_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "In a dark outdoor setting with textured reddish-brown ground, a small box sits centrally, erupting with a brilliant vertical fountain of white sparks and smoke that brightly illuminates the immediate area against the night sky.",
+    "A dark silhouette of a person walks into the frame from the left side, their body moving close to the camera lens and beginning to obscure the lower portion of the sparkling firework display.",
+    "The person continues walking across the immediate foreground, their dark clothing and body completely filling the frame and blocking the view of the bright sparks and the firework box entirely from sight.",
+    "As the person moves toward the right edge of the frame, their figure shifts away, revealing the glowing light and the continuing stream of sparks from the firework box emerging from behind them.",
+    "With the person fully out of the frame, the camera clearly shows the small firework box on the reddish ground, still actively shooting a fountain of bright sparks and smoke into the night air."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00843_01092_camera/sample.json b/MBench-V-new/samples/causal/a00843_01092_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..888c482604a090f7b8fb8e1e2088ec46faadc0ec
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00843_01092_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00843_01092_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Bright white sparks continuously erupt and fountain outward from box-shaped fireworks placed on the dark ground, creating a chaotic spray of light while thick smoke billows upwards into the night air.",
+    "The camera tilts upward, shifting the focus away from the box-shaped fireworks on the ground while bright white sparks continue to fountain outward and thick smoke billows into the night.",
+    "The camera continues to tilt upward until the erupting fireworks are completely out of frame, revealing only the dark night sky, distant streetlights, and the upper drift of the smoke plume.",
+    "The camera tilts downward, sweeping back past the silhouettes of nearby trees and dark surroundings to guide the viewer's eye back toward the illuminated area on the ground.",
+    "The camera completes the downward tilt to re-establish the original viewpoint, clearly showing the box fireworks on the dark pavement once again as they spray chaotic bursts of light."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00843_01092_occlusion/sample.json b/MBench-V-new/samples/causal/a00843_01092_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..ccfcf08121a73e45298c090b5b84a46a76b87134
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00843_01092_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00843_01092_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "Bright white sparks continuously erupt and fountain outward from box-shaped fireworks placed on the dark pavement, creating a chaotic spray of light while thick grey smoke billows upwards into the black night air.",
+    "A person wearing dark clothing enters from the right edge of the frame, their silhouette moving slowly inward to partially obscure the bright, spraying sparks and the rising plume of smoke near the ground.",
+    "The person's back completely fills the center of the frame, blocking the view of the erupting fireworks entirely, leaving only the faint peripheral glow of sparks visible around the edges of their dark jacket.",
+    "The individual continues walking steadily toward the left side of the screen, gradually revealing the chaotic fountain of white sparks and the billowing smoke cloud that was previously hidden behind their body.",
+    "With the person now fully out of the frame to the left, the camera clearly shows two rectangular firework boxes sitting on the pavement, continuously erupting with bright white sparks and billowing grey smoke that fills the dark night air."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00863_00430_camera/sample.json b/MBench-V-new/samples/causal/a00863_00430_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..d961667bac2716c8bc580e91c1abba7f6434bd66
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00863_00430_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00863_00430_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Yellow star-patterned marbles roll down a curved wooden ramp and scatter across a white surface, colliding with other marbles in a dynamic cascade of motion.",
+    "The camera tracks right, following the trajectory of a yellow star-patterned marble as it rolls down the curved wooden ramp and joins the cluster on the white surface, where reflections shimmer under bright lighting.",
+    "The camera continues tracking right, moving beyond the wooden structure and revealing only the edge of the white surface and a row of light wood blocks, with no marbles or ramp visible in the frame.",
+    "The camera tracks left, passing over the smooth grain of the wooden ramp’s side and briefly capturing the corner where the ramp meets the base, now illuminated by soft overhead light.",
+    "The camera completes its return track to the left, repositioning over the original action area where yellow star-patterned marbles continue to scatter across the white surface, colliding dynamically beneath consistent lighting."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00872_01459_camera/sample.json b/MBench-V-new/samples/causal/a00872_01459_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..b641cbaf28eb842efc1c8769c3425104ca14f5d0
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00872_01459_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00872_01459_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "High-velocity impacts strike a standing concrete block, violently shattering its surface and launching clouds of dust and jagged fragments into the surrounding air.",
+    "The camera initiates a smooth downward tilt that gradually shifts the viewing angle away from the central impact zone while maintaining precise mechanical tracking across the sunlit outdoor testing facility, and the weathered steel support table quickly dominates the lower frame to reveal an accumulation of jagged concrete fragments, fine gray powder, and shattered masonry debris scattered across the bright daylight-bleached surface while distant tree lines remain softly out of focus in the background, with suspended dust particles catching the intense natural illumination to highlight the stark difference between the calm surrounding landscape and the violent fragmentation happening just beyond the upper edge.",
+    "The camera continues its deliberate downward sweep, smoothly lowering the optical axis past the base of the plywood backing until the primary testing platform completely vanishes from the upper boundary, and the ground-level foundation immediately commands the entire visual field to showcase compacted soil, darkened metal crossbeams, and a dense cluster of dried weeds alongside scattered gravel that catch the harsh midday shadows, while bright sunlight filters through overhanging foliage to cast dappled patterns across the uneven terrain, with fine particulate matter occasionally drifting into view to settle quietly on the rough earth below, thereby isolating the viewer from the shattered concrete block.",
+    "The camera reverses its trajectory with a gradual upward tilt, steadily lifting the viewing angle away from the static terrain and beginning its controlled return journey toward the main apparatus, and the weathered plywood backdrop smoothly re-enters the shot to display subtle scuff marks and fresh impact splatters that contrast sharply with the untouched wooden grain while intense sunlight continues to wash over the scene from the upper left, illuminating heavy steel rigging and highlighting the metallic sheen of the mounting brackets that secure the assembly, with lingering clouds of fine gray dust still hanging in the air.",
+    "The camera completes its upward tilt, perfectly realigning with the original vantage point to clearly reveal the aftermath of the high-velocity impact against the standing concrete block, and the central masonry specimen now stands heavily fractured within the re-established frame to show its upper section completely sheared away and jagged concrete edges exposed to the bright outdoor lighting while a thick haze of residual dust continues to billow around the shattered remnants and slowly settles onto the steel table where countless sharp fragments have accumulated, restoring the initial testing configuration."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00872_01459_dimming/sample.json b/MBench-V-new/samples/causal/a00872_01459_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..472da7ee684955422e13c6d43a0d10f29973d2da
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00872_01459_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00872_01459_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A static shot shows a gray concrete block standing upright on a wooden surface against a plywood backdrop, with a pile of rubble to the left, illuminated by bright sunlight.",
+    "Sudden heavy storm clouds roll in, rapidly dimming the sunlight and casting deep shadows over the standing concrete block and the plywood wall as the scene darkens.",
+    "The scene is plunged into near-total darkness by the thick clouds, rendering the violent shattering of the concrete block barely visible as jagged fragments and dust launch into the gloom.",
+    "The storm clouds begin to part, allowing beams of sunlight to gradually return and illuminate the table surface, revealing the settling dust and the damaged block.",
+    "Full sunlight returns to reveal the final state: the concrete block now features a jagged, shattered top edge, surrounded by settling dust clouds and scattered concrete debris fragments across the table surface."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00872_01459_occlusion/sample.json b/MBench-V-new/samples/causal/a00872_01459_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..c0af8027bb920d46e8ddfcab6a973d976b10f020
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00872_01459_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00872_01459_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "Under bright outdoor sunlight, a tall gray concrete block stands vertically against a large plywood sheet, while high-velocity impacts suddenly strike its surface, causing violent shattering and launching dust.",
+    "A large, leafy tree branch sways into the frame from the left, its dark green foliage beginning to overlap and partially hide the shattering concrete block and the sunlit plywood background.",
+    "The dense cluster of leaves and branches completely covers the central view, obscuring the standing block and the explosion of debris, dominating the frame with organic textures and dappled shadows.",
+    "The heavy branch begins to sway out of the frame to the right, slowly opening a gap that reveals the settling dust and the damaged top of the concrete structure.",
+    "As the foliage clears the frame entirely, the final scene is revealed: the standing concrete block features a jagged, shattered top edge, surrounded by settling dust clouds and scattered concrete debris fragments across the table surface."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00873_01419_camera/sample.json b/MBench-V-new/samples/causal/a00873_01419_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..c144fa476f3ecec49541e4fa652ae614993da48f
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00873_01419_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00873_01419_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "Hands rub together, releasing a cloud of fine golden dust into the air, particles swirling upward in slow motion against a blurred earthy background.",
+    "The camera tilts upward, following the golden dust particles as they rise into the warm sunlight, revealing a faint shimmer against the dry, cracked earth below.",
+    "The camera continues its upward tilt, now framing only the hazy sky and distant horizon where the dust has fully dispersed, leaving no trace of the hands or ground beneath.",
+    "The camera begins to tilt downward, capturing the soft glow of late afternoon light filtering through drifting dust motes above a barren field.",
+    "The camera completes its descent, repositioning to show the hands once again cupped together, dust swirling between them against the blurred earthy terrain."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00903_00032_camera/sample.json b/MBench-V-new/samples/causal/a00903_00032_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..f2a8401ecc637e8651f6fcf920a77312b984d49e
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00903_00032_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00903_00032_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A person wearing a purple hat rides a blue BMX bike toward a low metal rail, attempts to grind along it, slips off the bike mid-trick, and tumbles onto the sidewalk.",
+    "The camera initiates a smooth lateral track to the left, steadily advancing along the quiet residential street while revealing a green municipal trash bin positioned beside a weathered wooden fence that borders the front lawn. The overcast daylight softly illuminates the damp asphalt roadway, highlighting faded white lane markings and a row of parked vehicles that includes a bright red hatchback alongside a dark gray sedan stationed near the curb, as the tracking movement continues at a consistent pace to capture the textured brick facade of a nearby house and the neatly trimmed grass verges shifting toward the right edge of the composition.",
+    "The camera persists in its uninterrupted leftward tracking motion, deliberately sweeping past the initial stunt zone to frame a tall corrugated metal gate marked with faded white graffiti tags alongside a narrow paved driveway that leads toward a secondary brick residence. Leafless spring trees sway gently against a muted gray sky, their bare branches contrasting with a series of identical utility boxes and concrete drainage grates that line the edge of the empty roadway, while the continuous lateral glide leaves the original riding location completely behind to present only distant parked cars and residential fencing within the newly established viewpoint.",
+    "The camera reverses its trajectory with a controlled rightward tracking sequence, smoothly gliding back toward the initial performance area while gradually reintroducing familiar streetscape elements into the composition. As the lens moves past the same concrete drainage grates and residential boundary structures, the damp asphalt and neatly trimmed grass verges reappear under the flat overcast lighting, while the distant silhouette of a brick house slowly emerges on the right side of the frame to allow parked vehicles and weathered wooden fences to slide back into view as the perspective steadily converges toward the original riding corridor.",
+    "The camera completes its synchronized rightward tracking maneuver, settling precisely into the original vantage point to clearly reframe the aftermath of the failed trick on the concrete curb. The blue BMX bicycle rests upside down against the low metal rail, its thick tires pointing skyward while the fallen rider sits slumped on the gray pavement, adjusting his purple beanie and brushing dirt from his black jacket, as surrounding details like the chipped white door of the adjacent house and scattered green grass patches remain sharply in focus under the flat daylight to fully restore the initial action zone and capture the exhausted posture of the cyclist exactly where the sequence began."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00903_00032_dimming/sample.json b/MBench-V-new/samples/causal/a00903_00032_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..d4c08462082a98f4a20f06562b5533aedd1c0b4f
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00903_00032_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00903_00032_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A young man in a purple beanie and black sweatshirt rides a light blue BMX bike down a paved road towards a low metal rail near a red brick building, preparing to jump.",
+    "As the rider approaches the rail, the natural daylight suddenly dims as heavy grey storm clouds roll in, casting deep shadows and desaturating the colors of the green utility box and the brick wall.",
+    "The scene plunges into near-total darkness, obscuring the rider's attempt to grind the rail; only faint silhouettes of the bike frame and the metal railing are barely visible against the dim surroundings.",
+    "The heavy clouds begin to part and daylight flickers back into the scene, gradually revealing the asphalt street surface and the aftermath of the failed trick near the black trash can.",
+    "With full lighting restored, the rider is seen sitting on the concrete curb beside the road clutching his leg in pain, while his light blue bicycle leans precariously against the metal railing nearby."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00903_00032_occlusion/sample.json b/MBench-V-new/samples/causal/a00903_00032_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..471c46e710995b9059b35471bf769e10b2c6bdf7
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00903_00032_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00903_00032_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A young man wearing a purple beanie and black sweatshirt rides a BMX bike with teal tires along an asphalt road, approaching a low metal rail situated near a red brick building and a green utility box.",
+    "A large white delivery truck enters the frame from the left, its massive side panel sliding across the foreground and beginning to block the view of the rider and the green utility box behind him.",
+    "The side of the white truck completely fills the camera view, blocking out the red brick building and the rider entirely, leaving only the flat, white surface of the vehicle visible in the frame.",
+    "The white truck continues moving to the right, slowly revealing the street scene and the grassy area again as the rear of the vehicle passes, exposing the sidewalk where the action took place.",
+    "Once the truck has fully exited the frame to the right, the rider is seen sitting on the concrete curb beside the road clutching his leg, while his light blue bicycle leans against the metal railing nearby."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00903_00080_camera/sample.json b/MBench-V-new/samples/causal/a00903_00080_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..db0c755f40e4dfb2285a0c713633faf4a0ad5aef
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00903_00080_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00903_00080_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A BMX rider launches off a high concrete ledge, soaring through the air before crashing hard onto the pavement, causing the bike and rider to tumble and roll across the ground.",
+    "The camera tilts upward, tracking the BMX rider as he propels himself off the high concrete ledge, revealing the expansive gray stone cladding of the building and the vertical lines of the window frames that dominate the background.",
+    "The camera continues its upward tilt, moving past the rider's initial launch point to focus exclusively on the upper levels of the modern structure, framing the blank concrete surfaces and distant foliage while the street and the crashing rider are completely excluded from the shot.",
+    "The camera begins a smooth downward tilt, descending from the upper architectural details and sweeping back toward the ground, guiding the viewer's attention away from the sky and back toward the urban plaza where the event took place.",
+    "The camera completes its downward tilt to restore the original perspective, bringing the paved plaza back into full view where the rider lies curled on the ground next to his bicycle, with the base of the stairs and nearby parked cars clearly visible again."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00903_00080_dimming/sample.json b/MBench-V-new/samples/causal/a00903_00080_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..e0b3becdd510ad92718de75460ab05a5ee81afc8
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00903_00080_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00903_00080_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A person in a black shirt and white pants stands on a high concrete ledge next to a grey building with horizontal siding and large glass windows, while a camera on a tripod records from the left.",
+    "As the figure prepares to move, heavy storm clouds suddenly roll in, causing the natural sunlight to fade rapidly and shadows to deepen around the grey siding and the tripod standing on the pavement.",
+    "The scene plunges into near-total darkness as the storm clouds completely block the sun, obscuring the action on the ledge and hiding the details of the building's glass windows and the concrete ground in deep shadow.",
+    "The heavy clouds begin to part and sunlight returns, gradually revealing the pavement below the ledge where the rider has landed, bringing the grey wall and the recording equipment back into view.",
+    "With the lighting fully recovered, the camera clearly shows a person lying on the pavement clutching their leg in pain near the base of the ledge, while a bicycle rests on its side on the ground nearby."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00903_00080_occlusion/sample.json b/MBench-V-new/samples/causal/a00903_00080_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..6276474f1aebac41fe63cfe25d3687d9d6efb86e
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00903_00080_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00903_00080_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "The video opens on a static shot of a building exterior with grey horizontal siding and large windows framed in white. A person wearing a black shirt and white pants stands on a raised beige stone ledge, while a black tripod stands on the ground to the left.",
+    "A blurry figure enters from the bottom right corner, moving leftward extremely close to the lens. This person, whose dark hair and shoulder are visible, begins to obscure the view of the beige stone ledge and the rider standing near the window.",
+    "The passerby completely dominates the foreground, blocking the entire view of the building and the ledge with their out-of-focus back and dark clothing. The grey siding and the glass windows are no longer visible as the obstruction fills the frame.",
+    "The person continues their path to the left, slowly moving out of the frame and revealing the background again. As the dark obstruction clears, the beige stone ledge and the grey wall of the building come back into view.",
+    "With the obstruction gone, the camera clearly shows the pavement below the ledge where the action has concluded. A person lies on the concrete clutching their leg, while a bicycle lies on its side nearby, indicating a hard crash."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00909_00861_camera/sample.json b/MBench-V-new/samples/causal/a00909_00861_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..719ea2f4b0a5d7091d6c172a744cbc971cf6e1c0
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00909_00861_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00909_00861_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A fielder in a black tracksuit dives across the dirt infield attempting to catch a hit softball, then rolls onto his back laughing and gesturing with his glove.",
+    "The camera pans left across the textured reddish-brown dirt of the infield, tracking past the fielder in the black tracksuit as he dives near the grass line with his glove extended toward the rolling yellow softball.",
+    "The camera continues panning left, moving completely away from the infield action to reveal the outfield perimeter where a chain-link fence stands in front of dense green trees and a building in the background.",
+    "The camera reverses direction and pans right, sweeping back past the green protective padding on the fence and the chain-link mesh, gradually bringing the edge of the dirt infield back into the frame.",
+    "The camera completes its pan right to re-establish the original scene, clearly showing the fielder in the red cap lying on his back in the dirt, laughing heartily and gesturing with his glove after the missed play."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00909_00861_dimming/sample.json b/MBench-V-new/samples/causal/a00909_00861_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..8e6be2abaf4ad56cecbba42d44c05a12c7cb71ae
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00909_00861_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00909_00861_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A female pitcher in a white t-shirt and maroon pants throws a yellow softball towards a batter in a black jacket, with a chain-link fence and green padding visible in the background.",
+    "The natural lighting begins to drop significantly as thick storm clouds gather overhead, darkening the dirt infield and causing the figures of the players to lose definition against the fence.",
+    "The scene becomes almost completely dark as the heavy clouds blot out the sun, hiding the chain-link fence and the players in deep shadow, leaving only faint silhouettes visible.",
+    "The lighting starts to return as the cloud cover thins, gradually revealing the texture of the dirt field and the green padded wall behind home plate once more.",
+    "The lighting fully recovers to reveal a young man in a red cap and black hoodie lying on his back on the dirt infield, laughing while clutching a baseball glove to his chest near the green padding."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00909_00861_occlusion/sample.json b/MBench-V-new/samples/causal/a00909_00861_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..eb834ad656ac0ca8905513834f66a0752b227e11
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00909_00861_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00909_00861_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A female pitcher in a white t-shirt and maroon pants throws a yellow softball, while a fielder in a black tracksuit begins diving across the reddish-brown dirt near the green fence padding.",
+    "A person in a grey jacket enters from the left foreground, walking close to the static camera and partially blocking the view of the fielder diving on the dirt near the chain-link fence.",
+    "The person in the grey jacket continues walking across the lens, completely obscuring the diving fielder and filling the frame with their fabric, temporarily hiding the chain-link fence and green wall padding behind the action.",
+    "The person in the grey jacket moves toward the right edge of the frame, gradually revealing the reddish-brown dirt infield and the green padded wall as the view of the play clears up through the widening gap.",
+    "The person in the grey jacket has fully exited the frame, clearly showing a young man in a red cap and black hoodie lying on his back on the dirt, laughing while clutching a baseball glove to his chest."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00910_00102_camera/sample.json b/MBench-V-new/samples/causal/a00910_00102_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..9f97ad01a9bd2651272d0510344aaae7a6e04134
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00910_00102_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00910_00102_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A scooter rider approaches a ramp, attempts a trick mid-air, loses balance, and falls forward onto the ramp surface, sliding down while the scooter tumbles beside him.",
+    "The camera orbits clockwise around the ramp, capturing the scooter rider’s approach and mid-air attempt as the brown surface of the Skatelite ramp curves sharply beneath him, with the waterway and distant buildings reflecting under overcast skies.",
+    "The camera continues its clockwise orbit, moving beyond the edge of the ramp to reveal the adjacent dock area where a green cooler sits beside a white railing, while the original action zone disappears from view, replaced by the calm water and a passing boat.",
+    "The camera begins its counterclockwise orbit, sweeping past the metal railings and sponsor banners displaying \"James Henley\" and \"R&W,\" now showing the opposite side of the ramp structure with the sky’s muted clouds stretching above.",
+    "The camera completes its counterclockwise arc, repositioning to show the full ramp again, including the fallen rider lying motionless on the smooth brown surface with his scooter nearby, the water and distant skyline framing the scene once more."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00910_00383_camera/sample.json b/MBench-V-new/samples/causal/a00910_00383_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..cf203cf841f948bcf3cf6feff523be76891390c2
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00910_00383_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00910_00383_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A man runs toward a concrete ledge, leaps onto it, balances briefly, then jumps off while extending his arms and legs dynamically, landing smoothly on the ground in a controlled motion.",
+    "The camera tilts upward, following the man’s leap onto the concrete ledge, capturing the expanse of the overcast sky and power lines above as he extends his arms mid-air.",
+    "The camera continues its upward tilt, now framing only the pale sky and distant treetops beyond the park fence, with the skatepark entirely displaced from view.",
+    "The camera tilts downward, revealing the sloped edge of the concrete structure and the wet pavement below, where the man lands with controlled momentum.",
+    "The camera completes its downward tilt, re-establishing the full skatepark scene with the man standing on the ground, the metal fence, and scattered park-goers visible in the background."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00910_00856_camera/sample.json b/MBench-V-new/samples/causal/a00910_00856_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..1d504cc0f9dfcb2f527f33e1cac8f0d4980fca3a
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00910_00856_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00910_00856_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A skateboarder rides along a ledge, crouches low, then pops the board upward to launch off the edge, extending arms for balance as they descend toward a lower level.",
+    "The camera pans left, following the skateboarder as they ride along the concrete ledge beside the beige wall with horizontal vents and a \"No Skateboarding\" sign, capturing the moment they crouch low before launching off the edge.",
+    "The camera continues panning left, now showing only the yellow dumpster marked \"ULTRA 109\" and the metal railing of the lower level, with no trace of the original ledge or skater in frame.",
+    "The camera pans right, gliding past the dumpster’s rusted edges and the cracked asphalt parking lot, revealing the base of the ramp where the skater lands, their board’s pink wheels visible against the dark pavement.",
+    "The camera completes its pan right, repositioning to show the full view of the ledge, the warning sign, and the skater riding smoothly away from the drop-off point, the scene restored to its initial spatial context."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00923_00451_camera/sample.json b/MBench-V-new/samples/causal/a00923_00451_camera/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..4dff93859898eb00657f6da229d5792b18748df7
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00923_00451_camera/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00923_00451_camera",
+  "subset": "causal",
+  "caption_segments": [
+    "A blacksmith uses tongs and a metal bar to bend and separate the glowing red, heated arms of a metal workpiece resting on an anvil.",
+    "The camera cranes down from its initial height, framing the soot-stained iron anvil and scattered charcoal dust around its base.",
+    "The camera continues to crane down toward the workshop floor, showing only the cracked concrete ground and a pile of discarded scrap metal resting nearby.",
+    "The camera begins to crane up from the ground level, capturing the blacksmith's heavy leather apron and the worn wooden handle of a nearby hammer.",
+    "The camera cranes up to re-establish the original workspace, clearly showing the glowing red junction of the bent metal piece resting on the anvil as the blacksmith manipulates it with tongs."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00923_00451_dimming/sample.json b/MBench-V-new/samples/causal/a00923_00451_dimming/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..3bea42e494afb2bcb9b03091b616b28e504de321
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00923_00451_dimming/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00923_00451_dimming",
+  "subset": "causal",
+  "caption_segments": [
+    "A blacksmith wearing a thick, dirty quilted jacket and blue pants uses long tongs to hold a glowing red metal piece on an anvil, using a metal bar to bend the heated arms.",
+    "The overhead workshop lights suddenly begin to flicker and dim, causing the shadows around the anvil and the blacksmith's textured jacket to deepen rapidly as the room loses illumination.",
+    "The scene plunges into heavy darkness as the lights fail completely, obscuring the blacksmith's blue pants and leaving only the faint, pulsating glow of the hot metal visible against the dark anvil.",
+    "The artificial lighting sputters and begins to return, casting a growing glow over the workshop debris and gradually revealing the blacksmith's white glove and the metal tools resting nearby.",
+    "The lighting fully recovers to reveal the final result: the red-hot metal piece is now bent into a distinct forked shape with curved prongs, held securely by tongs over the anvil surface."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/causal/a00923_00451_occlusion/sample.json b/MBench-V-new/samples/causal/a00923_00451_occlusion/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..1bdf2c00012b2a5e7facc21edab502acb48bb5b8
--- /dev/null
+++ b/MBench-V-new/samples/causal/a00923_00451_occlusion/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "a00923_00451_occlusion",
+  "subset": "causal",
+  "caption_segments": [
+    "A blacksmith in a dirty quilted jacket and blue jeans stands at an anvil, using a white-gloved hand to hold tongs on a glowing red metal piece while a long metal bar presses against it to bend the arms.",
+    "A large, dark, soot-stained leather apron swings into the frame from the left edge, partially obscuring the blacksmith's blue jeans and the lower section of the anvil where the heated workpiece rests.",
+    "The dark, wrinkled texture of the heavy soot-stained leather apron completely dominates the foreground, entirely blocking the view of the glowing red metal, the silver tongs, and the blacksmith's manipulating hands.",
+    "The heavy dark apron begins to move away to the right side, slowly revealing the gray anvil surface and the blacksmith's legs as the workspace becomes visible through the widening gap.",
+    "With the obstruction fully gone, the camera clearly shows the red-hot metal piece now bent into a forked shape with two curved prongs extending outward, held securely by tongs over the anvil."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_dl3dv_03b2e3fb03fd24c0aff0c5f90b57cb735d3ff9637aa549a2dc2f7bcdad5a040d/sample.json b/MBench-V-new/samples/environment/mem_dl3dv_03b2e3fb03fd24c0aff0c5f90b57cb735d3ff9637aa549a2dc2f7bcdad5a040d/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..0d8dd964cbc3feab408e703d1a03c60509660ca6
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_dl3dv_03b2e3fb03fd24c0aff0c5f90b57cb735d3ff9637aa549a2dc2f7bcdad5a040d/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_dl3dv_03b2e3fb03fd24c0aff0c5f90b57cb735d3ff9637aa549a2dc2f7bcdad5a040d",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video opens with a low-angle shot focused on a white metal ironing board centered in the frame, covered with a floral-patterned fabric. To the left, a beige sectional sofa with a patterned blanket and throw pillows is partially visible. Behind it, a large flat-screen TV on a black TV stand displays a cityscape, and wall-mounted framed photos appear above the sofa. The camera begins a slow clockwise pan, tilting slightly upward to capture the top edge of the ironing board and the framed photos more clearly.",
+    "20-40%: Continuing the pan, the camera reveals more of the beige sectional sofa and the TV displaying the cityscape, with the black TV stand remaining visible beneath. The ironing board stays centered, its legs and floral cover detailed. The camera moves further clockwise, bringing a beige armchair with an orange pillow into view on the right, alongside a tall floor lamp near a window with sheer curtains. The kitchen counter in the background begins to come into view through the open-plan layout.",
+    "40-60%: The pan continues, now fully showcasing the armchair with the orange pillow and the floor lamp near the window; the kitchen counter in the background is clearly visible, showing bar stools and modern appliances. The ironing board remains the visual anchor, with its structure and floral cover prominent. The camera tilts slightly downward to emphasize the base of the ironing board and the carpeted floor. As the motion progresses, the beige sectional sofa reappears on the left, its patterned blanket and pillows visible again, and the TV and black TV stand are seen from a new angle, with the wall-mounted framed photos still in view above the sofa.",
+    "60-80%: The camera continues its circular motion, capturing the ironing board from a rear-three-quarter view. The kitchen counter remains visible in the background, and the armchair with the orange pillow is now seen from behind, while the floor lamp near the window stays in frame. The camera maintains steady focus on the ironing board’s floral cover and metallic legs. The pan nears completion, bringing the front of the ironing board back into view, with the beige sectional sofa dominating the left side of the frame, its patterned blanket and pillows clearly displayed. The TV on the black TV stand continues to show the cityscape, and the wall-mounted framed photos are once again aligned above the sofa.",
+    "80-100%: Finally, the camera returns to the initial starting angle, completing the 360-degree orbit. The ironing board with its floral-patterned cover is centered, flanked by the beige sectional sofa on the left and the armchair with the orange pillow on the right. The TV displaying the cityscape, black TV stand, kitchen counter in the background, floor lamp near the window, and wall-mounted framed photos are all visually reaffirmed in their spatial positions. The camera stabilizes after a slight downward tilt, ensuring full continuity and completeness of the scene with consistent lighting and depth."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_dl3dv_03cb625088d5ec191ce8667f4f6f34a17900080b36ee4b89c16833e13852f206/sample.json b/MBench-V-new/samples/environment/mem_dl3dv_03cb625088d5ec191ce8667f4f6f34a17900080b36ee4b89c16833e13852f206/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..29eec79e23a0563af6a3baaa90458f1ac4eea313
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_dl3dv_03cb625088d5ec191ce8667f4f6f34a17900080b36ee4b89c16833e13852f206/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_dl3dv_03cb625088d5ec191ce8667f4f6f34a17900080b36ee4b89c16833e13852f206",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video opens with a low-angle shot centered on a black office chair with a patterned blanket draped over its back, positioned on a beige carpeted floor. In the background, a red office chair and a large TV displaying a cityscape are visible to the left, while a yellow sofa with a matching patterned pillow occupies the right side of the frame. The camera begins a slow clockwise rotation around the chair, revealing the second yellow sofa opposite the first and wall art—framed pictures arranged neatly—on the back wall. The blanket’s geometric pattern is visible under soft indoor lighting.",
+    "20-40%: Continuing the rotation, the camera reveals more of the room’s layout: the TV on its stand remains in view showing the cityscape, and the red office chair is now fully visible beside it. The beige carpet extends uniformly beneath all furniture. The camera tilts down sharply to focus on the chair’s base—the black hydraulic stem and star-shaped base with five wheeled casters rolling slightly on the carpet. The underside of the seat and adjustment lever are momentarily visible, with the yellow sofas and red chair softly blurred in the background due to shallow depth of field.",
+    "40-60%: The camera rises again, capturing the blanket billowing gently as the chair spins; its cream-colored fabric with muted circular patterns catches the light. The TV screen remains active, showing the cityscape, now partially hidden behind the rotating chair. Wall art and both yellow sofas frame the scene symmetrically. As the camera circles further, the exercise ball comes into view near the right yellow sofa, and the blanket’s drape shifts dynamically with the chair’s motion. The camera angle lowers again, refocusing on the chair’s wheelbase and the texture of the carpet beneath.",
+    "60-80%: The camera ascends for a wider perspective, capturing the entire living room: the two yellow sofas facing each other, the red office chair, the TV on its stand with the cityscape, and the wall art. The blanket continues to flow with the chair’s rotation. Ambient lighting highlights the room’s warm, lived-in atmosphere. The camera maintains its orbit, emphasizing the spatial relationships among all key elements—the carpeted floor, the central chair with its patterned blanket, the exercise ball, and the consistent backdrop of furniture and decor.",
+    "80-100%: Finally, the camera completes its orbit, returning to a composition similar to the opening shot. The black office chair, still spinning slowly, centers the frame with the patterned blanket draped over it. All mandatory landmarks—red office chair, TV displaying cityscape, carpeted floor, blanket draped over chair, yellow sofas, chair base with wheels, wall art, exercise ball, TV on stand—are clearly visible in their original spatial relationships, ensuring perfect continuity and closure."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_dl3dv_124fd335d679c1328e7c0cd80ce486d8a62c20afae2b6470c275310b682b8093/sample.json b/MBench-V-new/samples/environment/mem_dl3dv_124fd335d679c1328e7c0cd80ce486d8a62c20afae2b6470c275310b682b8093/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..568d61d04ec8c1d379d9cbbb285e24e35e44872d
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_dl3dv_124fd335d679c1328e7c0cd80ce486d8a62c20afae2b6470c275310b682b8093/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_dl3dv_124fd335d679c1328e7c0cd80ce486d8a62c20afae2b6470c275310b682b8093",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video opens with a low-angle shot of a colorful abstract sculpture featuring three stylized human figures — orange, yellow, and blue — mounted on a reflective black circular base. The camera begins a slow clockwise pan, revealing the glossy surfaces of the figures under bright daylight. Behind them, a modern glass building with large windows reflects the surrounding cityscape. Metal barricades line the edge of the plaza, defining the sculpture’s space. Continuing the clockwise pan, the camera focuses on the orange figure’s dynamic pose — arms outstretched, legs bent — while the yellow figure appears to lean forward beside it. The reflective black base mirrors the vivid colors above. In the background, the modern glass building remains visible, its facade catching glints of sunlight. Metal barricades continue to frame the scene, separating the sculpture from pedestrian walkways.",
+    "20-40%: The camera now reveals the side profile of the sculpture, emphasizing the blue figure’s towering stance with arms raised high. The yellow figure’s elongated limbs create a sense of motion, interacting visually with the orange figure. The reflective black base enhances depth by mirroring the forms. The modern glass building still dominates the backdrop, reflecting the sculpture and distant skyscrapers. Metal barricades remain visible along the plaza’s perimeter. As the camera continues its orbit, the rear view of the sculpture comes into focus. The blue figure’s back is now visible, its arms still raised, while the orange and yellow figures appear intertwined from this angle. The reflective black base captures distorted reflections of the figures and the sky. The modern glass building remains a constant presence, its windows reflecting the urban environment. Metal barricades are still present, guiding pedestrian flow around the artwork.",
+    "40-60%: The camera now pans past the sculpture’s left flank, offering a new perspective where the yellow figure appears to stride forward, its limbs extending dramatically. The orange figure’s curved torso contrasts with the blue figure’s verticality. The reflective black base continues to mirror the scene. In the background, the modern glass building reflects both the sculpture and the bustling city beyond. Metal barricades remain visible, reinforcing the sculpture’s public placement. Continuing the clockwise movement, the camera captures the sculpture from a three-quarter rear angle. The blue figure’s raised arms dominate the upper frame, while the orange and yellow figures appear to support or react to its posture. The reflective black base catches the shifting light and colors. The modern glass building is still visible behind, its reflective surface adding layers to the composition. Metal barricades line the edge of the plaza, subtly guiding viewer attention toward the sculpture.",
+    "60-80%: The camera now approaches the front again, but from a slightly lower angle, emphasizing the sculpture’s scale and the glossy textures of the orange, yellow, and blue figures. The reflective black base mirrors their forms with crisp clarity. The modern glass building frames the scene behind, its clean lines contrasting with the organic shapes of the sculpture. Metal barricades are still visible at the edges, maintaining spatial boundaries around the artwork. The orange figure appears in dynamic motion, arms outstretched, while the yellow figure leans forward as if mid-stride, and the blue figure stands tall with arms raised triumphantly. The camera tilts up slightly to capture the full height of the sculpture against the cityscape, then tilts down to emphasize the reflective black base mirroring the colorful forms above.",
+    "80-100%: Finally, the camera settles into a frontal close-up, focusing on the blue figure’s raised arms and the interplay between all three figures. The reflective black base mirrors their vibrant colors and dynamic poses. The modern glass building looms behind, reflecting the sculpture and the city skyline. Metal barricades remain visible at the periphery. The camera slowly zooms in on the blue figure’s silhouette against the glass facade, ending the video with a tight, detailed shot that emphasizes color, form, and reflection. The video ends with a slow zoom-in on the blue figure’s raised arms, framed by the glass building and city skyline beyond."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_dl3dv_13fdcb2da929d42b26bf66aef281e988a05fb3e2b87232ad13b9bd6b6f552e4e/sample.json b/MBench-V-new/samples/environment/mem_dl3dv_13fdcb2da929d42b26bf66aef281e988a05fb3e2b87232ad13b9bd6b6f552e4e/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..06edd8b5e23d8304566d2b83e12ff2977636d6a6
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_dl3dv_13fdcb2da929d42b26bf66aef281e988a05fb3e2b87232ad13b9bd6b6f552e4e/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_dl3dv_13fdcb2da929d42b26bf66aef281e988a05fb3e2b87232ad13b9bd6b6f552e4e",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video opens with a static wide shot of a distinctive pine tree with layered, horizontally spreading branches, standing tall in the center of a sunlit lawn. To the left, a white curved pathway begins to appear, winding gently through the grass, with background green shrubs and trees softly framing the scene under a clear blue sky. The camera begins a slow clockwise pan around the tree; the layered branches become more visible, and sunlight catches the tips of the needles, creating subtle glints. The white curved pathway becomes more prominent, curving behind the tree, while background green shrubs and trees remain steady in the distance.",
+    "20-40%: Continuing the clockwise movement, the camera reveals the left flank of the pine tree. The texture of its foliage is detailed, with individual needle clusters visible. The sun begins to peek through the upper branches, causing gentle lens flare, while the white curved pathway extends further into the background amid green shrubs and trees. Midway through the orbit, the camera captures a side profile of the tree, emphasizing its sculpted, tiered structure. The white curved pathway now curves behind the tree, partially obscured by foliage. Background green shrubs and trees add depth, and the sun casts long shadows across the sunlit lawn.",
+    "40-60%: As the camera moves past the midpoint, it shows the rear-left quadrant of the tree. The layered branches appear denser here, and the sunlight illuminates the underside of the foliage. The white curved pathway emerges again on the far side, leading toward a distant treeline framed by green shrubs and trees. The camera continues its clockwise arc, revealing the right flank of the pine tree. The white curved pathway is now visible on the right side of the frame, snaking away into the background. Sunlight filters through the upper canopy, creating a halo effect around the tree’s crown, with background green shrubs and trees providing a verdant backdrop.",
+    "60-80%: Nearing completion of the circle, the camera shows the front-right view of the tree. The layered branches are fully illuminated by the setting sun, casting dramatic shadows on the lawn. The white curved pathway re-enters the frame prominently on the right, leading toward a glimpse of a structure hidden among background green shrubs and trees. The camera subtly tilts upward to emphasize the tree’s height and the intricate texture of its foliage against the clear blue sky, while the sun dips lower, intensifying the warm lighting and emphasizing contrast between dark green foliage and the bright white path.",
+    "80-100%: Finally, the camera returns to a near-frontal view of the distinctive pine tree, completing the full 360-degree orbit. The sun sits low on the horizon, bathing the entire scene in warm, golden light. The white curved pathway and background green shrubs and trees frame the tree symmetrically, concluding the sequence with a serene, balanced composition. The tree’s trunk remains slender but sturdy, each tier of branches appearing intentionally shaped, and the surrounding landscape includes neatly trimmed hedges and distant foliage that adds depth to the scene."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_dl3dv_219237c0e9ae17a757ec6c8abc43e5946ba680e534f76477002ba47bd2c314b7/sample.json b/MBench-V-new/samples/environment/mem_dl3dv_219237c0e9ae17a757ec6c8abc43e5946ba680e534f76477002ba47bd2c314b7/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..41873c5f51e7593da39f2563456d2d7ad0b78961
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_dl3dv_219237c0e9ae17a757ec6c8abc43e5946ba680e534f76477002ba47bd2c314b7/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_dl3dv_219237c0e9ae17a757ec6c8abc43e5946ba680e534f76477002ba47bd2c314b7",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video opens with a wide shot centered on a modern, white, multi-tiered sculptural display unit illuminated from below, situated in the middle of a spacious room with light wood flooring. Behind it, a large wall banner displays the Chinese phrase '让生活有味' in elegant script, above which hangs a dark wooden sign with gold lettering '汇聚千年甲天下'. To the left, wooden shelves hold framed items. The camera begins a slow clockwise pan, revealing the left side of the room under bright recessed ceiling lights; two blue-and-white branded bags are visible on the lower tier of the central display as the pan progresses.",
+    "20-40%: Continuing the clockwise pan, the camera moves past the left wall’s wooden shelves and fully reveals the right side of the room. The red and white wall panel featuring a stylized sailboat graphic and vertical Chinese text '自强不息 永不满足' comes into full view. Adjacent to it, more wall-mounted displays showcase products under warm accent lighting; the central white display remains partially visible in the foreground. The camera maintains a smooth, steady rotation, exposing additional shelving units filled with neatly arranged products and promotional materials along the right wall.",
+    "40-60%: As the pan progresses further along the right wall, the red and white sailboat panel recedes into the background. The camera turns toward the far end of the hall, where glass doors with metallic frames become clearly visible, flanked by additional banners and informational posters. The central white display is now seen from the side, its illuminated base casting soft shadows on the wood floor, and remains visible in the distant background, framed between the glass doors and the right wall.",
+    "60-80%: The camera continues its rotation past the glass doors and begins to reveal the left wall again. The central white display reappears more prominently in the frame, with the blue-and-white branded bags clearly visible on its lower tier; the wooden shelves on the left wall, previously seen at the start, come back into view. The '让生活有味' banner and overhead sign are once again legible behind the central display, and the red and white sailboat panel is now visible on the far right, reinforcing the circular nature of the movement.",
+    "80-100%: Finally, the camera completes its 360-degree clockwise rotation, returning to a near-identical starting position — facing the central white display with blue bags, the wooden shelves on the left, the red and white sailboat panel on the right, and the glass doors at the far end visible behind the display. The lighting remains consistently bright and even throughout, highlighting the clean lines and curated presentation of the space, creating a seamless loop that emphasizes the professional, inviting atmosphere of the exhibition hall."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_dl3dv_225b22a8c735f5c1ea2bbb806e6d9a1abac0902fd493820f0965c03fd2a413f4/sample.json b/MBench-V-new/samples/environment/mem_dl3dv_225b22a8c735f5c1ea2bbb806e6d9a1abac0902fd493820f0965c03fd2a413f4/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..a3a0889bd8ab16042c5cdcb9801f7d6550ca70fc
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_dl3dv_225b22a8c735f5c1ea2bbb806e6d9a1abac0902fd493820f0965c03fd2a413f4/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_dl3dv_225b22a8c735f5c1ea2bbb806e6d9a1abac0902fd493820f0965c03fd2a413f4",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video opens with a low-angle, wide shot of a black rolling cart with three tiers centered in a cozy living room. The top shelf holds two patterned pillows with circular designs in purple, beige, and brown tones; the middle shelf contains a white plastic laundry basket with blue handles, slightly tilted forward; the bottom level rests a small blue plastic step stool. In the background, a beige sectional sofa is visible with throw pillows and a blanket draped over one armrest, a large flat-screen TV on a black media stand displays colorful animated graphics, and a blue exercise ball sits near the TV stand. A tall floor lamp with a curved neck stands behind the sofa next to a framed photo on a side table. The camera begins a smooth clockwise orbit around the cart.",
+    "20-40%: Continuing the clockwise orbit, the camera reveals more of the beige sectional sofa and the floor lamp behind it, while keeping the cart centered. The white laundry basket remains prominent on the middle shelf, the patterned pillows stay undisturbed on top, and the blue step stool is clearly visible beneath. The TV continues displaying vibrant animations. The camera dips slightly lower to emphasize the blue step stool and the cart’s base, then rises again to capture the full height of the cart, including the pillows and ceiling fan above. The warm ambient lighting and light beige carpet remain consistent.",
+    "40-60%: As the camera progresses past the halfway point of its orbit, it shows the side of the cart with the TV and blue exercise ball more centrally framed, and the glass sliding door becomes visible on the far left. The beige sectional sofa curves into the background, and the white laundry basket and blue step stool remain consistently in view. The camera maintains a low angle, emphasizing the cart’s structure and contents, then shifts to show the rear of the cart—where the patterned pillows are still neatly placed, the laundry basket is visible from behind, and the sofa and lamp are partially obscured but present.",
+    "60-80%: The camera continues its orbit, approaching the front-left side again; the blue exercise ball near the TV becomes more prominent, and the beige sectional sofa and floor lamp reappear fully. The white laundry basket and blue step stool remain clearly visible. The camera tilts up slightly to capture the full height of the cart and the patterned pillows on top. Nearing completion of the 360-degree rotation, the cart is shown from an angle nearly identical to the start, with all core elements—the pillows, basket, step stool, sofa, TV, exercise ball, and lamp—in place and unchanged. The camera begins a slight upward tilt toward the ceiling fan.",
+    "80-100%: Finally, the camera completes its full 360-degree orbit and returns to the initial centered framing of the black rolling cart. The white laundry basket sits on the middle shelf, the patterned pillows rest neatly on top, and the blue step stool remains on the bottom level. All mandatory landmarks are present and visually consistent: the beige sectional sofa, the TV with colorful graphics, the blue exercise ball, and the floor lamp. The camera tilts up briefly toward the ceiling fan, then gently lowers to rest on the cart’s base and the blue step stool, concluding the video with a stable, centered view of the cart and its surroundings."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_dl3dv_22f4385b2f47305c70569783d0383f4bc19c42718f9bfc43b92aedee2626909b/sample.json b/MBench-V-new/samples/environment/mem_dl3dv_22f4385b2f47305c70569783d0383f4bc19c42718f9bfc43b92aedee2626909b/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..37fe8b2b553b169568e340a1b748ff8336243fbd
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_dl3dv_22f4385b2f47305c70569783d0383f4bc19c42718f9bfc43b92aedee2626909b/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_dl3dv_22f4385b2f47305c70569783d0383f4bc19c42718f9bfc43b92aedee2626909b",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video opens with a low-angle shot focused on a black office chair with a colorful patterned pillow (purple, beige, brown circles) draped over its back. The camera begins a slow clockwise rotation, revealing a beige sectional sofa with a patterned blanket to the right and a TV displaying a cityscape on a black TV stand to the left. The carpeted floor and ambient lighting are visible.",
+    "20-40%: As the camera continues its clockwise rotation, more of the living room comes into view: a red leather office chair positioned near a desk in the background, framed artwork on the walls, and a floor lamp standing near a doorway. The camera movement remains smooth and steady, keeping the office chair centered as the focal point. The rotation progresses further, now showing the opposite side of the room, with the TV on its black stand remaining visible on the left and the beige sectional sofa extending across the right side of the frame.",
+    "40-60%: The camera begins to lower its angle, dipping underneath the office chair; the underside of the seat becomes visible, revealing white warning labels affixed to the plastic base. The black five-star base with its casters is partially visible, resting on the beige carpeted floor. The camera fully descends under the chair, offering a detailed view of the underside of the seat with warning labels clearly legible. The black five-star base is now fully in frame, with each caster making contact with the plush carpet. The camera lingers momentarily to emphasize structural details before beginning to rise again.",
+    "60-80%: The camera tilts upward along the central column of the office chair, transitioning smoothly from the under-chair perspective back toward the room’s mid-level view. The black five-star base recedes from focus as the patterned pillow and upper chair structure come back into prominence. Rising further, the camera resumes its clockwise orbit, now capturing the TV on its black stand displaying a cityscape, the red leather office chair in the background, and the beige sectional sofa with its patterned blanket. The floor lamp near the doorway and the ambient lighting remain consistent visual elements.",
+    "80-100%: The camera completes its 360-degree rotation, returning to the initial framing. The black office chair with the patterned pillow remains centered, surrounded by the familiar elements: the beige sectional sofa, the TV on its black stand, the red leather office chair, and the carpeted floor. The video ends with a stable, wide-angle shot mirroring the opening frame."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_dl3dv_24a8010495c131df0a5adee79e0a26e7ca8d5782323c270578aa808413427164/sample.json b/MBench-V-new/samples/environment/mem_dl3dv_24a8010495c131df0a5adee79e0a26e7ca8d5782323c270578aa808413427164/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..8fe981e28a9ecc25f81ea91843126fc26511180e
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_dl3dv_24a8010495c131df0a5adee79e0a26e7ca8d5782323c270578aa808413427164/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_dl3dv_24a8010495c131df0a5adee79e0a26e7ca8d5782323c270578aa808413427164",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video opens with a low-angle close-up of an ornate brass wall sconce mounted against a textured mauve wall. The two frosted glass lampshades glow softly, shaped like inverted bells with flared rims. The leaf-like finial at the top of the central column is partially visible. The camera slowly tilts upward, bringing the leaf-like finial into full view — delicately sculpted and gleaming — while the polished brass body with ridged detailing becomes more prominent and the upper section of the brass decorative sconce arm begins to appear.",
+    "20-40%: Continuing the upward tilt, the camera reveals the full vertical structure of the sconce. The brass decorative sconce arm curves gracefully between the two lampshades, displaying intricate horizontal grooves and fluted edges. The frosted glass lampshades remain glowing and symmetrical. The camera then pans right, offering a side profile of the sconce; the brass decorative sconce arm is now fully visible, connecting the two lampshades with elegant curvature, and the texture of the mauve wall is subtly illuminated by the soft glow from the frosted glass lampshades.",
+    "40-60%: The camera begins to circle back left, repositioning to emphasize the symmetry of the fixture. The leaf-like finial at the top remains in frame, while the lower portion of the sconce — including the mounting plate and arm curvature — comes into focus. The camera then tilts downward slightly, reframing the lower half of the sconce. The robust mounting plate and the elegant curve of the brass decorative sconce arm are highlighted. The frosted glass lampshades continue to emit a warm, diffused light.",
+    "60-80%: The camera pulls back slightly while rotating clockwise, capturing both frosted glass lampshades in full profile. The leaf-like finial at the top and the brass decorative sconce arm anchoring the base are both clearly visible as the fixture glows warmly against the wall. This motion maintains the dynamic perspective that emphasizes symmetry and craftsmanship, with the glowing lampshades casting a warm, diffused glow on the surrounding wall.",
+    "80-100%: Finally, the camera settles into a centered, balanced composition. The leaf-like finial at the top, the glowing frosted glass lampshades in the middle, and the brass decorative sconce arm at the base are all harmoniously framed, concluding the video with a complete and detailed view of the ornate fixture. All elements — finial, lampshades, and decorative arm — are clearly visible and balanced within the frame."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_dl3dv_2bc47d6e9895d593b3537d9b2e7f189b9a8604eda114442b8fab0e6fbbc8856d/sample.json b/MBench-V-new/samples/environment/mem_dl3dv_2bc47d6e9895d593b3537d9b2e7f189b9a8604eda114442b8fab0e6fbbc8856d/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..f2bd6314900345bd5258113f5146066e5ede6014
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_dl3dv_2bc47d6e9895d593b3537d9b2e7f189b9a8604eda114442b8fab0e6fbbc8856d/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_dl3dv_2bc47d6e9895d593b3537d9b2e7f189b9a8604eda114442b8fab0e6fbbc8856d",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video opens with a low-angle, wide shot centered on a white ironing board with a laundry basket resting on top, situated in the middle of a beige-carpeted living room. Beige sofas with patterned pillows are visible on either side. In the background, a TV on a black stand displays a nature scene; a blue exercise ball is partially visible next to a black side table. A floor lamp stands near one sofa, and a wall with framed pictures is seen behind the TV. A curtained window allows daylight to filter in from the right. The camera begins a slow clockwise rotation around the ironing board, revealing more of the left sofa and the black side table beside the blue exercise ball, while the TV screen shows changing outdoor scenery and the wall of framed pictures comes into clearer focus.",
+    "20-40%: Continuing the clockwise rotation, the camera now faces the back wall directly: the framed pictures dominate the upper portion of the frame, with the TV on its black stand centered below them; the ironing board and laundry basket remain in the foreground, slightly off-center. The beige sofas curve around the space, and the blue exercise ball is fully visible beside the black side table; the floor lamp casts a gentle glow on the adjacent sofa. As the rotation proceeds, the camera lowers its angle significantly, dipping beneath the ironing board’s legs to capture the texture of the beige carpet and the metallic structure of the board’s support, with the laundry basket hanging above and partially obscuring the view; glimpses of the sofas, TV, and exercise ball appear through gaps between the legs.",
+    "40-60%: Rising slightly from beneath the board, the camera continues its clockwise sweep, capturing the laundry basket swaying gently as it passes over the ironing board’s surface; the view includes the front-facing sofa, the TV on its black stand, and the blue exercise ball beside the black side table. The wall of framed pictures remains visible behind the TV, and the floor lamp’s shade is now in frame, casting a warm pool of light on the adjacent cushion. The curtained window stays visible on the right edge, contributing ambient lighting, while the ironing board remains the visual anchor and the laundry basket appears slightly tilted due to the camera’s motion.",
+    "60-80%: The camera tilts upward briefly, revealing the ceiling and the top edges of the framed pictures, before descending again to resume its circular path. The ironing board remains central, with the laundry basket appearing more stable now; the curtained window reappears prominently on the right, and the arrangement of the beige sofas frames the scene symmetrically. The black side table and blue exercise ball are consistently positioned in the mid-ground, and the floor lamp’s pole and base are visible on the left. The perspective emphasizes the depth of the room, with sunlight streaming through the sheer curtains illuminating the carpet, and the TV screen flickers with motion.",
+    "80-100%: Completing the full rotation, the camera stabilizes into a medium shot that mirrors the opening frame but from a slightly adjusted angle. The ironing board with the laundry basket is centered, surrounded by the beige sofas, TV on black stand, blue exercise ball, black side table, floor lamp, and wall of framed pictures; the curtained window provides soft backlighting. All mandatory landmarks are clearly visible and spatially consistent, concluding the video with a calm, composed view of the entire living room, maintaining smooth, continuous motion throughout."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_dl3dv_2e4d41a82a8240c1c0d7205462fa436385760d1cd403d78eae7ae9cb248f9584/sample.json b/MBench-V-new/samples/environment/mem_dl3dv_2e4d41a82a8240c1c0d7205462fa436385760d1cd403d78eae7ae9cb248f9584/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..bb0a74efd35ebf2394c355feeb039c86ab19ba04
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_dl3dv_2e4d41a82a8240c1c0d7205462fa436385760d1cd403d78eae7ae9cb248f9584/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_dl3dv_2e4d41a82a8240c1c0d7205462fa436385760d1cd403d78eae7ae9cb248f9584",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video opens with a close-up of the curved wooden reception desk featuring a dark blue countertop. Above it, a white circular ceiling canopy with recessed lights and security cameras is visible. Behind the desk, a glass-walled office with light green tiled walls contains a black office chair and monitor. The camera begins a slow clockwise pan, revealing the left side of the desk and an orange wall section adjacent to a seating area with tables and chairs near large windows. Wooden ceiling panels and exposed ductwork are visible overhead, contributing to the industrial-modern aesthetic.",
+    "20-40%: As the camera continues its clockwise movement, more of the seating area and the edge of the curved desk come into view. The dark speckled floor contrasts with the light wood of the desk and surrounding cabinetry. The lighting remains consistent, blending natural daylight and artificial ceiling fixtures. The camera then reveals two labeled trash bins mounted on wooden paneling beside the reception desk — a gray bin labeled 'LANDFILL' and a blue bin labeled 'PLASTIC & METAL'. The bins are clearly legible and positioned for easy access.",
+    "40-60%: Continuing the circular motion, the camera pans past the trash bins, bringing into focus an illuminated red EXIT sign above a doorway in the background. The doorway leads to another corridor or room, partially visible through glass. The ceiling’s white canopy and lighting remain prominent overhead. The rear portion of the curved reception desk becomes visible again, with the glass-walled office still behind it; the black office chair and monitor reappear in frame, reinforcing the functional use of the space.",
+    "60-80%: As the camera approaches the final quarter of its rotation, the orange wall section reappears on the left, framing the seating area once more. The combination of wood, glass, and metal materials creates a cohesive, contemporary look throughout the space. The camera maintains its smooth, steady arc, capturing the interplay of architectural elements: the curved desk, glass partitions, warm wood tones, and industrial ceiling features including exposed ductwork and wooden panels.",
+    "80-100%: Finally, the camera completes its full 360-degree circular pan, returning to a centered frontal view of the curved wooden reception desk. All key elements — the blue countertop, glass-walled office, trash bins, EXIT sign, orange wall, seating area, and wooden ceiling panels — are simultaneously visible. The scene is brightly lit, with natural light streaming through windows and artificial lighting accentuating architectural details. The video ends with a stable, comprehensive overview of the modern, functional reception area."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_dl3dv_2f210d115b5875bd6a921b30137d08f30ef7b8f844b2d82e63ed23171ce9d3bd/sample.json b/MBench-V-new/samples/environment/mem_dl3dv_2f210d115b5875bd6a921b30137d08f30ef7b8f844b2d82e63ed23171ce9d3bd/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..5992950fe2fcf9f7e1ebe7a7cd30c7547efd1ef0
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_dl3dv_2f210d115b5875bd6a921b30137d08f30ef7b8f844b2d82e63ed23171ce9d3bd/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_dl3dv_2f210d115b5875bd6a921b30137d08f30ef7b8f844b2d82e63ed23171ce9d3bd",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video opens with a slow left-to-right pan across an empty airport baggage claim area. The metallic baggage carousel dominates the foreground, featuring a polished stainless steel exterior and a black rubber conveyor belt. On the far left, a black curtain hangs at the carousel entrance, partially obscuring the dark interior behind it. Beige tiled walls extend into the background under recessed ceiling lights. The camera moves slightly right, revealing more of the curved metallic baggage carousel while the black curtain remains visible on the left edge of the frame. The terrazzo floor reflects ambient light, and the motion is smooth and steady.",
+    "20-40%: Continuing the pan, the camera shows the midsection of the metallic baggage carousel; the black curtain is no longer in view. The beige tiled wall stretches across the entire background, and the polished metal surface reflects the overhead lighting. The environment remains devoid of people or luggage, enhancing the sense of emptiness and sterility. As the pan progresses, the right side of the carousel comes into full view, with the beige tiled wall continuing uninterrupted and the terrazzo floor visible below. The camera motion remains fluid and deliberate.",
+    "40-60%: The camera reaches the far right end of the carousel, where a blue directional sign becomes visible on the wall above. The metallic surface gleams under the lighting, and the beige tiled wall extends beyond the sign. The camera begins to slowly curve back toward the left, initiating the return sweep. Continuing the arc back to the left, the camera now shows the rear portion of the carousel from a slightly different angle. The blue sign remains in view for a moment before exiting the frame. The beige tiled wall and polished metal continue to dominate the scene, with no changes in lighting or occupancy.",
+    "60-80%: The camera pans further left, returning to the central section of the metallic baggage carousel. The curved structure is fully visible, and the beige tiled wall forms a continuous backdrop. The terrazzo floor reflects the surroundings subtly. The smooth, looping motion reinforces the quiet, empty atmosphere of the space. The camera continues its arc, passing the blue sign again (now re-entering briefly) and gradually approaching the left side of the carousel, bringing the curvature back into prominence.",
+    "80-100%: Finally, the camera completes its arc, returning to the initial framing that includes the black curtain at the carousel entrance on the far left. The metallic baggage carousel, beige tiled wall, and ambient lighting remain consistent. The video ends with a stable, symmetrical composition mirroring the opening shot, closing the visual loop. The terrazzo floor reflects the surroundings subtly, and the environment remains pristine, unoccupied, and sterile throughout."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_dl3dv_3566f129daa17ed5e4dc2b67773765d9805e563794dbdf6cd17ac3f8edf8b61b/sample.json b/MBench-V-new/samples/environment/mem_dl3dv_3566f129daa17ed5e4dc2b67773765d9805e563794dbdf6cd17ac3f8edf8b61b/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..b2fe42bea86d11692daed6eb2ab9a447ce286599
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_dl3dv_3566f129daa17ed5e4dc2b67773765d9805e563794dbdf6cd17ac3f8edf8b61b/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_dl3dv_3566f129daa17ed5e4dc2b67773765d9805e563794dbdf6cd17ac3f8edf8b61b",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video begins with a low-angle wide shot of a living room featuring a beige sectional sofa with patterned pillows, a light gray carpeted floor, and a white ironing board centered in the frame, topped with a colorful circular-patterned pillow. In the background, a wall displays framed pictures, and to the left, a large TV screen shows a city skyline at dusk. The camera begins a slow clockwise rotation around the ironing board, revealing more of the beige sectional sofa’s curve and a side table beside it. The TV screen remains visible, displaying the glowing city skyline, while the carpeted floor extends beneath all furniture, showing subtle texture under ambient lighting.",
+    "20-40%: As the rotation continues, the camera captures a tall floor lamp near a window with sheer white curtains, allowing soft daylight to filter in. The ironing board remains the focal point, its white metal legs casting faint shadows on the plush carpeted floor, while the wall of framed pictures stays visible behind the sofa. The camera then tilts slightly upward, revealing the ceiling light fixture — a modern design with frosted glass shades — positioned directly above the ironing board. The underside of the ironing board mesh becomes visible, showing its crisscross white fabric structure, while the TV screen reflects ambient light from the room.",
+    "40-60%: Continuing the clockwise rotation, the camera pans past the TV, capturing its full display of the city skyline with illuminated skyscrapers. The beige sectional sofa curves into the frame on the right, with its patterned pillows and blankets undisturbed, while the carpeted floor stretches continuously beneath all objects. The camera moves further around the ironing board, now capturing the back of the sofa and the wall of framed pictures from a different angle. The ironing board’s legs are clearly visible, casting defined shadows on the carpeted floor, while the TV screen glows softly in the background.",
+    "60-80%: As the camera approaches the final quarter of its rotation, it lowers slightly, emphasizing the texture of the carpeted floor and the base of the ironing board’s legs. The TV still displays the city skyline, and the beige sectional sofa frames the right side of the shot, maintaining visual continuity with earlier frames. Reflections on the TV screen and the texture of the carpet underfoot are captured, while the central ironing board and its patterned pillow remain in focus.",
+    "80-100%: Finally, the camera completes its 360-degree orbit, returning to the starting position but from a slightly lower angle, focusing on the ironing board’s legs and their shadows on the carpeted floor. The TV continues to display the city skyline, the beige sectional sofa frames the background, and the ceiling light fixture remains visible overhead — completing the seamless loop with all mandatory landmarks intact: carpeted floor, ironing board with patterned pillow, TV displaying city skyline, and the surrounding furniture and decor."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_dl3dv_3b066a86b1bddaec0252192b42a09c3c315e3dea22146dc6925eba1e1f7b569f/sample.json b/MBench-V-new/samples/environment/mem_dl3dv_3b066a86b1bddaec0252192b42a09c3c315e3dea22146dc6925eba1e1f7b569f/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..98ee18836434d2f811b1373f40cb40fd7bdf0afb
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_dl3dv_3b066a86b1bddaec0252192b42a09c3c315e3dea22146dc6925eba1e1f7b569f/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_dl3dv_3b066a86b1bddaec0252192b42a09c3c315e3dea22146dc6925eba1e1f7b569f",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video opens with a low-angle nighttime shot centered on a large tree’s trunk, which fills the lower third of the frame. Illuminated leaves glow softly near the top, while background building windows emit a gentle yellow light in the distance. The camera begins a slow upward tilt, initiating the journey through the canopy. Continuing the upward tilt, the camera reveals more of the tree’s dense foliage; illuminated leaves become more prominent, catching stray light from an unseen source. The background building windows remain visible but slightly obscured by branches, and the tree trunk continues to anchor the left side of the frame.",
+    "20-40%: The camera ascends further, bringing the upper canopy into view. A sudden burst of streetlight glare appears in the upper right, washing out part of the frame with intense white light; leaves near the glare shimmer with high contrast, their veins and edges sharply defined. The streetlight glare reaches its peak intensity, dominating the center of the frame and temporarily obscuring details of the leaves. The tree trunk is still partially visible on the lower left, and background building windows flicker briefly through gaps in the foliage, maintaining spatial context.",
+    "40-60%: As the camera moves past the glare, the brightness diminishes, revealing detailed illuminated leaves once again. The camera begins a subtle pan to the right, following the curve of a major branch; the tree trunk recedes slightly from view but remains present at the edge. The pan continues, shifting focus toward the right side of the canopy. Illuminated leaves dance gently in the breeze, their textures and shapes clearly visible under ambient lighting. Background building windows peek through the gaps, reinforcing the urban environment.",
+    "60-80%: The camera completes its upward arc, now focusing on the highest branches; the tree trunk is no longer visible, replaced by thin, silhouetted limbs against the dark sky. Illuminated leaves are sparse but still present, glowing softly in pockets of light. The streetlight glare has vanished entirely. The scene transitions to a more elevated perspective where the intricate network of thin branches and sparse foliage dominates the frame, with distant building windows continuing to twinkle faintly in the background.",
+    "80-100%: Finally, the camera holds steady on the uppermost branches, silhouetted against the night sky. Faint background building windows remain visible in the distance, twinkling subtly. The scene is calm and still, concluding the slow, immersive journey through the illuminated tree canopy under urban night lighting. The entire sequence maintains a deliberate, quiet mood, with the final moments emphasizing the serene nocturnal urban setting."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_dl3dv_40ad4e9eb1e46501d03cdcbbe29dabbef4b908b2f5ea97f347664a6246cc1c18/sample.json b/MBench-V-new/samples/environment/mem_dl3dv_40ad4e9eb1e46501d03cdcbbe29dabbef4b908b2f5ea97f347664a6246cc1c18/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..9bfe2f55f9a7759b9d444525bb3342f3bd7da33c
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_dl3dv_40ad4e9eb1e46501d03cdcbbe29dabbef4b908b2f5ea97f347664a6246cc1c18/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_dl3dv_40ad4e9eb1e46501d03cdcbbe29dabbef4b908b2f5ea97f347664a6246cc1c18",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video opens with a wide-angle shot of a living room centered on a black office chair with a patterned pillow. The beige carpet covers the floor. Behind the chair, a yellow leather sofa is visible with a patterned throw blanket and matching pillows. Wall-mounted framed pictures decorate the wall above the sofa. To the left, a TV on a black stand displays a cityscape; the lower portion of the stand and a white circular object beside it are visible. A floor lamp stands near the sofa. The camera begins a slow clockwise rotation, maintaining focus on the central chair.",
+    "20-40%: As the rotation continues, the camera reveals more of the yellow leather sofa and the leafy design of the throw blanket. The red gaming chair becomes visible in the background near the TV area. The camera angle shifts slightly lower, offering a clearer view of the base of the office chair with its five black casters on the carpet. The patterned pillow’s vibrant floral motifs remain prominent. The wall-mounted framed pictures and TV displaying the cityscape stay in context as the smooth clockwise motion proceeds.",
+    "40-60%: The camera now views the scene from the side, capturing the full black office chair with the pillow, the curved yellow leather sofa with plush cushions and throw blanket, and the warm glow of the floor lamp. The TV on the black stand remains anchored in the entertainment zone. The camera tilts downward to focus on the chair’s base and casters rolling over the carpet, with the mesh back and armrests visible above. The red gaming chair is briefly prominent before the rotation continues steadily.",
+    "60-80%: The camera rises again, framing the upper portion of the black office chair and highlighting the detailed floral patterns on the pillow. The TV on the black stand, still showing the cityscape, reappears to the left, along with the lower portion of the stand and the white circular object. The red gaming chair reenters the background momentarily. The rotation brings the camera back toward the front of the room, capturing the central chair from a slightly elevated angle, with the yellow sofa, throw blanket, framed pictures, and floor lamp all reintegrated into the composition.",
+    "80-100%: Finally, the camera completes its rotation, ending with a frontal view of the black office chair with the patterned pillow. It tilts down briefly to emphasize the base and casters, then rises to frame the chair’s backrest against the backdrop of the living room. All key elements—the yellow leather sofa, patterned throw blanket, wall-mounted framed pictures, floor lamp, TV on black stand with white circular object, and red gaming chair—are integrated into the final shot, creating a harmonious and complete visual summary of the space."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_dl3dv_4f993c63692760b0b166b0e8693713a7ec00539d7f5650211bbe6397f742cf03/sample.json b/MBench-V-new/samples/environment/mem_dl3dv_4f993c63692760b0b166b0e8693713a7ec00539d7f5650211bbe6397f742cf03/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..bb3abed052cffe00553828d7d3fcdd68faad43dd
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_dl3dv_4f993c63692760b0b166b0e8693713a7ec00539d7f5650211bbe6397f742cf03/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_dl3dv_4f993c63692760b0b166b0e8693713a7ec00539d7f5650211bbe6397f742cf03",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video begins with a low-angle, wide shot of a black and white abstract sculpture on a green lawn. Trees with autumn foliage frame the background under a cloudy sky. A red vehicle is faintly visible parked in the distance near a modern building with a glass facade. The camera starts a slow clockwise circle around the sculpture, revealing its layered, flowing form. A gravel path curves behind the sculpture, partially visible at the edge of the frame. As the camera continues its circular motion, the sculpture’s intricate cutouts become more apparent, casting shifting shadows on the grass. The tall yellow-and-black striped pole enters the frame on the left, standing upright beside the lawn. The red vehicle remains in the background, now slightly more defined as the camera angle shifts.",
+    "20-40%: The camera moves further along its arc, now capturing the sculpture from its side profile. The depth of its layered design is emphasized, with negative space forming elegant voids. The gravel path behind the sculpture becomes more prominent, curving gently toward the modern building. The autumn trees sway subtly, their colors rich against the gray sky. The red vehicle is still visible but partially obscured by foliage. Midway through the rotation, the camera lowers slightly, offering a closer view of the sculpture’s base, which is set into a patch of exposed earth or gravel. The tall yellow-and-black striped pole exits the frame as the camera continues its orbit. The modern building’s glass panels catch ambient light, creating soft reflections. The red vehicle remains stationary in the distance, serving as a fixed point of reference.",
+    "40-60%: The camera now captures the sculpture from its rear-left angle, showcasing the curvature of its outermost layer. The gravel path winds visibly behind it, leading toward the modern building. Autumn trees continue to frame the scene, their leaves rustling in the breeze. The red vehicle is momentarily hidden by tree branches before reappearing as the camera progresses. As the camera nears the three-quarter mark of its circle, the sculpture’s front-right face comes into view, highlighting its symmetrical yet organic form. The tall yellow-and-black striped pole reenters the frame on the far left, anchoring the composition. The modern building’s glass facade glints softly, and the red vehicle is clearly visible again, parked near the treeline. The gravel path remains a consistent visual guide behind the sculpture.",
+    "60-80%: The camera continues its smooth orbit, now approaching the final quarter of the circle. The sculpture’s layered ribbons appear to ripple with motion due to the changing perspective. The base, embedded in earth, grounds the piece visually. The autumn trees provide a warm-toned backdrop against the cool gray sky. The red vehicle, modern building, and gravel path remain consistently placed, reinforcing spatial continuity. The camera maintains steady circular motion, emphasizing the sculpture’s dynamic form and interaction with natural light. The yellow-and-black striped pole remains visible on the left, contributing vertical contrast to the horizontal flow of the sculpture.",
+    "80-100%: Finally, the camera completes its full 360-degree circle, returning to a frontal, slightly low-angle view of the black and white abstract sculpture. The tall yellow-and-black striped pole stands prominently on the left, balancing the composition. The red vehicle, modern glass building, and autumn trees are all visible in their original positions, creating a seamless visual loop. The gravel path curves gently behind the sculpture, tying together the elements of nature, art, and architecture in a tranquil, cinematic finale. The sculpture’s base, embedded in a patch of exposed earth, is clearly visible, grounding the artwork in its environment. The entire sequence feels serene and contemplative, with the camera’s smooth motion inviting viewers to appreciate the sculpture from every angle."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_dl3dv_5a47c078618098f3299850ad1bbc4f361fc4e6897cc525cf9afac6dc5bc7b4a8/sample.json b/MBench-V-new/samples/environment/mem_dl3dv_5a47c078618098f3299850ad1bbc4f361fc4e6897cc525cf9afac6dc5bc7b4a8/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..32f44618711dcc8ec95ef02f6664fd9c03455131
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_dl3dv_5a47c078618098f3299850ad1bbc4f361fc4e6897cc525cf9afac6dc5bc7b4a8/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_dl3dv_5a47c078618098f3299850ad1bbc4f361fc4e6897cc525cf9afac6dc5bc7b4a8",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video opens with a wide, sunlit view of a park featuring a stone picnic table surrounded by tree stump seats. Willow trees with long, hanging branches encircle the area. A purple-painted path curves to the left in the background, with distant park benches visible along its edge. Shadows from the trees dapple the ground beneath the table. The camera begins a slow clockwise pan, shifting focus slightly to reveal more of the purple path as it bends to the right. The stone picnic table remains central, but the perspective now includes more of the grassy bank and additional willow trees to the right. Distant park benches are still visible, now appearing slightly closer due to the camera’s movement.",
+    "20-40%: Continuing the pan, the camera reveals the rear side of the picnic table setup. The purple path now stretches farther into the background, winding past a gentle slope covered in grass and small shrubs. More willow trees come into view, their branches swaying lightly. The distant park benches are partially obscured by foliage but still discernible. As the pan progresses, the camera tilts slightly upward, bringing the canopy of willow leaves and the blue sky into greater prominence. The stone picnic table and stump seats are now viewed from a higher angle, emphasizing their placement within the natural setting. The purple path continues to wind through the background, and the distant park benches remain visible at the far end of the curve.",
+    "40-60%: The camera continues its clockwise motion, now capturing the right flank of the picnic area. The purple path curves sharply to the right, leading toward a cluster of trees. The stone table and stump seats are seen from a side angle, with sunlight glinting off the stone surface. The distant park benches are now more clearly visible, with one person sitting on a bench. The camera continues its arc, now showing the picnic table from a three-quarter rear view. The purple path is prominent on the right side of the frame, leading toward a small hill. Willow trees dominate the upper portion of the shot, with their branches creating a natural archway. The distant park benches are still visible, though partially hidden by intervening trees.",
+    "60-80%: The camera nears the completion of its circular pan, now facing the picnic table from a front-left angle. The purple path is visible on both sides of the frame, framing the scene symmetrically. The tree stump seats and stone table are fully illuminated by sunlight. The distant park benches appear smaller but still present, adding depth to the composition. The willow trees sway gently in a light breeze, their branches brushing against each other. The terrain slopes gently upward behind the picnic area, dotted with shrubs and young trees. Sunlight filters through the leaves, creating dynamic patterns of light and shadow. The camera maintains a smooth, continuous motion, enhancing the calm atmosphere of the scene.",
+    "80-100%: Finally, the camera holds steady on a wide, balanced shot of the entire picnic area — stone table, stump seats, willow trees, and the purple-painted path curving gracefully on either side. The distant park benches are visible in the background, completing the tranquil park scene. The lighting remains bright and natural, with shadows gently shifting as the video concludes. The camera subtly zooms out to encompass the full arrangement — stone table, stump seats, willow trees, distant park benches, and the winding purple path — before holding steady for the last moment, capturing the full harmony of the natural and man-made elements in this peaceful outdoor space."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_dl3dv_5ae8bcd02acf6cd0b5f65b03d6adbfc55e48b32175bb430cabf2598a503b7f9b/sample.json b/MBench-V-new/samples/environment/mem_dl3dv_5ae8bcd02acf6cd0b5f65b03d6adbfc55e48b32175bb430cabf2598a503b7f9b/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..bcd733963aa312396ac16000fb40c076aee00cf8
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_dl3dv_5ae8bcd02acf6cd0b5f65b03d6adbfc55e48b32175bb430cabf2598a503b7f9b/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_dl3dv_5ae8bcd02acf6cd0b5f65b03d6adbfc55e48b32175bb430cabf2598a503b7f9b",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video opens with a low-angle, forward-moving shot across a neatly trimmed green lawn. A curved metallic facade with reflective silver panels appears on the left, featuring a circular window near its center. Clouds are reflected on the glossy surface, and a distant red building is faintly visible on the far left. The sky is partly cloudy, casting soft shadows on the grass. As the camera advances smoothly, reflections of clouds glide across the metallic panels, enhancing the sense of motion and depth.",
+    "20-40%: Continuing forward, the camera maintains focus on the curved metallic facade while bringing the edge of a glass-paneled tower on the right into clearer view. The green lawn remains prominent in the foreground. The glass tower features a pronounced blue tint and vertical glass panels that reflect the sky and surrounding structures. The circular window on the curved facade remains visible, and the reflective metallic panels continue to mirror the moving clouds. The distant red building stays in the background, subtly anchoring the scene’s spatial context.",
+    "40-60%: The camera progresses further, widening the angle slightly to include more of the glass tower’s height. The curved metallic facade on the left curves inward, creating a sense of enclosure. The green lawn fills the lower third of the frame, and cloud reflections remain active on both building surfaces. The camera positions the glass-paneled tower more centrally on the right side of the frame, while the curved metallic facade recedes slightly but remains a strong visual element on the left. The circular window is still visible, and the reflective panels shimmer with cloud movements.",
+    "60-80%: The shot now emphasizes the architectural contrast between the curved metallic structure and the vertical glass tower. The camera subtly pans right, aligning both structures within a balanced composition. The green lawn stretches uninterrupted in the foreground, and cloud reflections animate the entire scene, creating a cohesive visual rhythm. The full verticality of the blue-tinted glass tower becomes apparent alongside the sweeping curve of the metallic facade. The reflective metallic panels continue to capture the sky’s changing patterns, and the distant red building reappears slightly as the perspective shifts.",
+    "80-100%: Finally, the camera continues moving forward, holding the dual-structure composition firmly in view. The curved metallic facade occupies the left third, while the glass tower dominates the right. Cloud reflections dance across both surfaces, and the green lawn remains consistently in the foreground. The distant red building is faintly visible in the background, completing the scene’s spatial depth. The video ends mid-motion, preserving the sense of ongoing exploration and architectural harmony."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_dl3dv_6fef07ffa088f12f4094d0fe714b7a4132ee630e62d9b5663577783d1cb493c8/sample.json b/MBench-V-new/samples/environment/mem_dl3dv_6fef07ffa088f12f4094d0fe714b7a4132ee630e62d9b5663577783d1cb493c8/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..ca9c0672fde20dde9bcbcf7b45ab5220af000a22
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_dl3dv_6fef07ffa088f12f4094d0fe714b7a4132ee630e62d9b5663577783d1cb493c8/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_dl3dv_6fef07ffa088f12f4094d0fe714b7a4132ee630e62d9b5663577783d1cb493c8",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video opens with a medium shot of a bronze lion statue lying on a mulch base, positioned on a grassy mound. The lion faces right, its tail curled upward. Behind it, a large tree with green leaves provides partial shade. To the left, a red brick building with white trim is visible. The surrounding lawn is vibrant green, edged with low shrubs. A paved walkway curves along the background. The camera begins a slow clockwise pan, revealing the lion’s muscular hindquarters and textured mane. As the camera continues its clockwise movement, the lion’s right flank comes into full view. The detailed mane flows over its shoulder, with individual strands clearly sculpted. The mulch base is circular and contrasts with the green lawn. The grassy mound slopes gently downward. In the distance, the modern multi-story building appears between trees. The paved walkway remains visible along the edge of the frame. The lighting is even, casting soft shadows across the statue and ground.",
+    "20-40%: The camera now captures the rear of the lion statue, emphasizing its powerful haunches and the curve of its tail. The tree behind the statue fills more of the upper frame, its leaves rustling slightly. The red brick building remains on the left, while the modern building is more centered in the background. The paved walkway curves out of view temporarily. The mulch base is fully visible from this angle, showing its neat edges against the grassy mound. Moving to the lion’s left flank, the camera reveals the sculpted musculature of its torso and foreleg. The detailed mane drapes over its chest, catching ambient light. The grassy mound beneath the mulch base slopes gently into the surrounding lawn. The tree’s branches frame the top of the shot. The red brick building is now partially obscured by foliage, while the modern building remains visible in the distance. The paved walkway reappears along the right edge of the frame. The camera maintains a steady pace, preserving the serene mood.",
+    "40-60%: The camera now focuses on the lion’s front-left quarter, bringing its face partially into view. The detailed mane frames its head, with strands flowing downward. The lion’s eyes appear calm and watchful. The mulch base and grassy mound remain consistent in composition. The tree behind the statue still provides shade, while the red brick building and modern structure anchor the background. The paved walkway runs parallel to the lawn. The camera begins a slight zoom-in, preparing for a closer look at the lion’s features. Continuing the clockwise pan, the camera centers on the lion’s face, now fully visible from the front-left angle. The detailed mane surrounds its head, with each strand meticulously rendered. The lion’s expression is serene, with softly modeled eyes and nose. The grassy mound and mulch base are clearly defined beneath the statue. The tree, brick building, and modern structure remain in their respective positions. The paved walkway is visible along the right side. The camera maintains its steady movement, enhancing the sense of reverence for the sculpture.",
+    "60-80%: The camera now moves to a direct frontal view of the lion statue, capturing its full majesty. The detailed mane frames its face symmetrically, and its paws rest calmly on the mulch base. The grassy mound slopes gently outward, blending into the green lawn. The tree behind the statue provides a natural backdrop, while the red brick building and modern multi-story structure remain visible in the background. The paved walkway curves along the edge of the scene. The lighting remains soft and even, highlighting the bronze texture without harsh shadows. The camera continues its smooth, deliberate rotation, completing most of the 360-degree orbit around the lion statue, returning toward a frontal perspective that emphasizes the lion’s majestic head and detailed mane.",
+    "80-100%: Finally, the camera completes its orbit with a close-up of the lion’s face, emphasizing the intricate sculptural details — the furrows of its brow, the curve of its nose, and the depth of its eyes. The mane flows around its head, creating a halo effect. The tree, brick building, modern structure, and paved walkway remain visible in the periphery, maintaining environmental consistency. The grassy mound and mulch base are subtly present beneath the statue. The video ends with this intimate portrait, leaving a lasting impression of the lion’s noble and tranquil presence."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_dl3dv_74bf8aa3d43161b484c5df51374713dff593fc97e801e0de253ef6319be5d75b/sample.json b/MBench-V-new/samples/environment/mem_dl3dv_74bf8aa3d43161b484c5df51374713dff593fc97e801e0de253ef6319be5d75b/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..b1759be9eb10aa4d801fce6b2122a86abe4a93a7
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_dl3dv_74bf8aa3d43161b484c5df51374713dff593fc97e801e0de253ef6319be5d75b/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_dl3dv_74bf8aa3d43161b484c5df51374713dff593fc97e801e0de253ef6319be5d75b",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video opens with a static wide shot of two bronze ox sculptures lying side by side on a concrete pedestal with rust streaks. A red and white striped pole with hanging lanterns stands to the left. Behind the sculpture, an asphalt road runs horizontally, bordered by grass and scattered trees under an overcast sky. The camera begins a slow clockwise pan, moving slightly closer to the sculpture; the front-facing oxen are clearly visible — heads raised, horns curving upward, tails extended — while the red and white pole remains prominent on the left and the road and trees stay in view.",
+    "20-40%: Continuing the clockwise movement, the camera shifts to show the left side of the sculpture, with the red and white pole now partially cut off at the edge of the frame. The texture of the bronze and rust on the pedestal become more detailed. The asphalt road curves gently into the distance, flanked by leafy trees. The camera then reaches the rear-left angle of the sculpture, where the red and white pole is no longer visible; focus shifts to the backs and tails of the oxen, with the road still visible behind, and grass, gravel, and more trees filling the background for depth.",
+    "40-60%: Midway through the orbit, the camera captures the rear-right side of the sculpture, emphasizing the tails and hindquarters of the oxen; the asphalt road remains in the background but becomes less dominant as trees and shrubs fill the frame, with occasional glimpses of distant structures through foliage. The camera then moves to the right flank of the sculpture, showing the profile of the oxen from the side; the rust-stained concrete pedestal is fully visible from this angle, and the road is still present in the background, though surrounding trees and grassy areas take precedence in composition.",
+    "60-80%: Approaching the final quarter of the circle, the camera reveals the front-right angle of the sculpture; the red and white striped pole begins to reappear on the far left edge of the frame. The soft, even lighting highlights the contours of the bronze oxen and the texture of the pedestal. As the camera continues its arc, it transitions toward the frontal view, with the pole becoming increasingly visible again and the road and trees forming a consistent backdrop.",
+    "80-100%: The camera completes its circular motion, returning to a frontal view similar to the opening shot but slightly adjusted. The red and white pole with lanterns is fully back in frame on the left; the asphalt road and surrounding trees create a balanced backdrop. The video ends with a gentle zoom-out, encompassing all key elements — the ox sculptures, the pedestal, the pole with lanterns, the road, and the natural surroundings — in a serene, composed final shot that reinforces the tranquil, rustic ambiance."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_dl3dv_74fba366266060f0b0b4cde61062cfc2c088a4adb4cc3d8c871995a8c71619ee/sample.json b/MBench-V-new/samples/environment/mem_dl3dv_74fba366266060f0b0b4cde61062cfc2c088a4adb4cc3d8c871995a8c71619ee/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..0488823a50150879b838dd9fbd392918e6b68feb
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_dl3dv_74fba366266060f0b0b4cde61062cfc2c088a4adb4cc3d8c871995a8c71619ee/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_dl3dv_74fba366266060f0b0b4cde61062cfc2c088a4adb4cc3d8c871995a8c71619ee",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video opens with a low-angle shot focused on a white laundry basket adorned with a colorful floral pattern, resting on a white metal drying rack. The basket contains multiple pillows, including one with large, overlapping circular designs in earthy tones (orange, purple, beige). To the right, a beige leather sofa is partially visible, with a light blanket draped over its arm. In the background, a black TV stand supports a television screen displaying the text 'Upper East Side' over a city image. The wall behind the TV is lined with framed pictures of various sizes. The camera begins a slow clockwise rotation, bringing the beige leather sofa more fully into view, revealing its curved shape and plush cushions, while natural light filters in from a window with sheer curtains.",
+    "20-40%: Continuing the rotation, the camera angle shifts to highlight the side of the circular-patterned pillow, emphasizing its vibrant colors and geometric design. The white laundry basket’s floral pattern is now seen from a new perspective. The black TV stand and the displayed text remain visible, though slightly angled. The framed pictures on the wall appear in a diagonal line due to the camera’s motion, adding depth to the scene. The camera tilts slightly upward, bringing the top of the drying rack and the piled pillows into sharper focus. The beige sofa is now seen from behind, with its backrest and armrests framing part of the shot, and ambient lighting from the floor lamp enhances the texture of the sofa and rug.",
+    "40-60%: Midway through the rotation, the camera offers a frontal view of the laundry basket, now centered again but from a slightly elevated angle. The circular-patterned pillow dominates the foreground, its bold design contrasting with the delicate floral pattern of the basket. The beige sofa is visible to the left, and the black TV stand anchors the background. The framed pictures form a vertical array along the wall, each frame distinct yet harmonious. As the rotation progresses, the camera captures the rear of the drying rack and the underside of the laundry basket, revealing its plastic grid structure. The circular-patterned pillow appears from above, its pattern appearing compressed, while the TV screen still displays 'Upper East Side' and the beige sofa is seen from the far side with its cushions and blanket softly lit.",
+    "60-80%: The camera continues its clockwise motion, nearing completion of the 360-degree circle. The white laundry basket reappears from the front, now slightly lower in frame. The circular-patterned pillow remains a focal point, its colors vivid against the neutral tones of the room. The black TV stand and the 'Upper East Side' display are clearly visible, and the beige sofa returns to prominence on the right. The framed pictures on the wall are once again aligned horizontally as the camera approaches its starting orientation. The lighting remains consistent—warm and inviting—and the spatial relationship between furniture, decor, and media is emphasized through the fluid motion.",
+    "80-100%: Finally, the camera completes its full rotation, returning to a position nearly identical to the opening shot but subtly adjusted in height and angle. The white laundry basket with its floral pattern and the circular-patterned pillow are once again central. The beige leather sofa, black TV stand, and wall of framed pictures are all present, maintaining visual continuity. The TV screen still shows 'Upper East Side', and the ambient lighting from the floor lamp and natural light through sheer curtains remains balanced. The smooth, continuous motion creates a seamless loop that encapsulates the entire living room environment, highlighting domestic stillness and the quirky composition of household objects."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_dl3dv_79a83bafedafbc6b5985d320fd21c78cd4d946d1b35fe62d5e4e4d9cf8ce8167/sample.json b/MBench-V-new/samples/environment/mem_dl3dv_79a83bafedafbc6b5985d320fd21c78cd4d946d1b35fe62d5e4e4d9cf8ce8167/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..3afeea8f63b145ef35b779bf99183c735c958bad
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_dl3dv_79a83bafedafbc6b5985d320fd21c78cd4d946d1b35fe62d5e4e4d9cf8ce8167/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_dl3dv_79a83bafedafbc6b5985d320fd21c78cd4d946d1b35fe62d5e4e4d9cf8ce8167",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video opens with a wide shot of a wooden walkway extending toward a hexagonal pavilion, flanked by tall reeds and calm water. In the background, a distant city skyline with high-rise buildings is visible under a clear blue sky. The camera begins a slow forward movement along the walkway, passing beneath leafy tree branches on the left, and continues approaching the entrance of the pavilion where decorative eaves and sturdy wooden railings become more prominent.",
+    "20-40%: The camera enters the pavilion, revealing its interior: the roof structure with layered beams and ornamental trim is showcased as the camera tilts upward; wooden support pillars frame the view, and metal benches are visible along the inner perimeter. The wooden floor planks appear smooth and well-maintained. The camera then pans slowly to the right, capturing the arrangement of benches and the open views through the railings, with the distant city skyline framed by wooden railings and surrounding greenery.",
+    "40-60%: Inside the pavilion, the camera continues its circular pan, now facing the opposite side, revealing more of the lake and dense reeds bordering the water. The wooden railings remain consistent in design, and the hexagonal shape is emphasized by the symmetrical layout of benches and pillars. Sunlight filters through the roof structure, casting soft shadows on the floor. The camera then tilts downward to focus on the wooden floor before beginning to move backward toward the entrance.",
+    "60-80%: As the camera retreats from the interior, the benches and railings recede into view, maintaining the perspective of the pavilion’s depth and spatial layout; reeds and water on either side come back into frame. Exiting the pavilion, the camera continues to pull back along the wooden walkway, now viewing the hexagonal roof and decorative eaves from behind, with the city skyline once again becoming the dominant background element. The wooden railings guide the eye back toward the starting point of the walkway.",
+    "80-100%: The video concludes with a final wide shot as the camera stops at the end of the walkway; the entire pavilion is centered in the frame, surrounded by natural elements—reeds, water, and trees—and juxtaposed against the distant city skyline. The scene captures the quiet beauty of the structure nestled between nature and urban life, ending on a note of serene balance, with the wooden railings guiding the viewer’s eye toward the horizon and emphasizing the harmony between tranquility and development."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_dl3dv_8093e8ff907550e4a3a9843e6c32ddfd147a58c2ae0213649e54356906c7709c/sample.json b/MBench-V-new/samples/environment/mem_dl3dv_8093e8ff907550e4a3a9843e6c32ddfd147a58c2ae0213649e54356906c7709c/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..3604fdf98bd31449032c0255739a2b149e048085
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_dl3dv_8093e8ff907550e4a3a9843e6c32ddfd147a58c2ae0213649e54356906c7709c/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_dl3dv_8093e8ff907550e4a3a9843e6c32ddfd147a58c2ae0213649e54356906c7709c",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video opens with a smooth tracking shot moving left to right along a white shiplap wall. A large round mirror mounted on the wall reflects ceiling lights and nearby plants, creating soft shimmering reflections. Below the mirror sits a wooden console table with a tall vase containing dried branches. The camera begins to move forward slowly, revealing polished wood flooring and ambient lighting from recessed ceiling fixtures.",
+    "20-40%: Continuing forward, the camera passes a woven armchair draped with a mustard-yellow throw blanket. To the right, a large potted plant with broad green leaves stands beside a low-profile dark gray sofa. The camera pans slightly right, revealing more of the open-plan showroom layout with multiple furniture vignettes arranged under warm overhead lighting. The camera then glides past a freestanding white display panel featuring a prominent sign reading '20+ fresh tonal shades', with a partial view of a seating area behind it.",
+    "40-60%: The camera moves deeper into the showroom, revealing an expansive aisle flanked by sofas, side tables, and decorative lamps, all illuminated by recessed spotlights. The camera pans slightly left, bringing into frame a tall rectangular mirror mounted on a white pillar. The mirror reflects an adjacent aisle lined with metal shelving units displaying folded textiles and decorative pillows. The reflection captures ceiling lights, distant furniture displays, and the organized shelving, enhancing spatial depth.",
+    "60-80%: Focusing briefly on the tall rectangular mirror to emphasize its layered reflections, the camera then turns left and glides backward slightly, offering a new perspective on the round mirror previously seen at the start. Now viewed from a different angle, the mirror again reflects ceiling lights and surrounding furniture, reinforcing the showroom’s symmetrical design. The wooden console table with the vase remains visible beneath the mirror. The camera sweeps horizontally across the showroom floor, capturing the warm wood flooring, high ceilings with exposed beams, and strategically placed indoor trees and mirrors that amplify openness.",
+    "80-100%: Finally, the camera pulls back slowly, encompassing the entire showroom in a wide-angle shot. The full expanse of the space is revealed—from the entrance area with the round mirror and console table to the farthest furniture vignettes. The warm lighting, natural materials, and balanced color palette culminate in a cohesive, inviting retail environment designed for immersive browsing."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_dl3dv_80ef1075466e1824929cf6b5f8b77acf2a7a0fdae07792f74e8f9905c6e07807/sample.json b/MBench-V-new/samples/environment/mem_dl3dv_80ef1075466e1824929cf6b5f8b77acf2a7a0fdae07792f74e8f9905c6e07807/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..851b3b4ac0701345b6a5516eaefe7477c4200da7
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_dl3dv_80ef1075466e1824929cf6b5f8b77acf2a7a0fdae07792f74e8f9905c6e07807/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_dl3dv_80ef1075466e1824929cf6b5f8b77acf2a7a0fdae07792f74e8f9905c6e07807",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video opens with a low-angle, wide shot of a living room centered on a white ironing board holding a patterned pillow (purple, orange, brown circles). To the left, a beige sectional sofa with coordinating pillows and a floral blanket is visible. Behind it, a wall displays framed pictures. Natural light filters through sheer curtains near a large TV showing a cityscape. A blue exercise ball sits near the TV stand. The camera begins rotating clockwise around the ironing board, revealing more of the sectional sofa’s L-shape, while maintaining the low angle that emphasizes the plush beige carpet and the ironing board’s metal legs. A floor lamp glows softly in the background.",
+    "20-40%: Continuing the clockwise rotation, the camera passes behind the ironing board, offering a clearer view of the framed picture wall above the sofa; the blue exercise ball is now fully visible beside a black side table, and the TV screen remains bright with the cityscape. The camera then moves past the sofa’s corner, revealing a beige armchair with a decorative pillow and a small wooden end table, with a red backpack resting on the floor nearby. The ironing board’s legs and patterned pillow remain prominent as the camera begins to tilt slightly upward, drawing attention to the pillow’s design.",
+    "40-60%: The camera tilts up further, focusing on the pillow’s texture and pattern, then pans down along the crisscross metal legs of the ironing board. The plush carpet fills the lower frame. The TV and cityscape are still visible in the background, along with the blue exercise ball and framed wall art; lighting remains consistent and warm. The camera sweeps back up and continues its clockwise rotation, now capturing the opposite side of the room where the beige armchair and end table reappear, along with the red backpack. The ironing board remains central, and the movement is smooth, emphasizing spatial continuity.",
+    "60-80%: The camera completes nearly a full 360-degree orbit, returning to the initial viewpoint but now zooming in slightly on the ironing board and pillow; shadows from the room’s lighting accentuate the pillow’s contours. The TV cityscape, blue exercise ball, and framed wall pictures are all visible in the periphery, anchoring the scene. The camera maintains steady motion, keeping the ironing board as the focal point while reinforcing the room’s symmetrical layout and harmonious decor.",
+    "80-100%: Finally, the camera tilts downward, focusing on the base of the ironing board and the surrounding beige carpet. The patterned pillow remains in view at the top of the frame. The video ends with this grounded, intimate shot, reinforcing the room’s calm, cohesive aesthetic and leaving the viewer with a sense of spatial completeness and domestic tranquility."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_dl3dv_8118d776cf7856c5ae92a6f10ec5938e23bfc2867c10a4949b92a660637ef459/sample.json b/MBench-V-new/samples/environment/mem_dl3dv_8118d776cf7856c5ae92a6f10ec5938e23bfc2867c10a4949b92a660637ef459/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..230ed3f7d04497d68c5c73371ab69042940b9e82
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_dl3dv_8118d776cf7856c5ae92a6f10ec5938e23bfc2867c10a4949b92a660637ef459/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_dl3dv_8118d776cf7856c5ae92a6f10ec5938e23bfc2867c10a4949b92a660637ef459",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video opens with a low-angle tracking shot moving forward along a grassy slope bordered by thick green shrubbery. To the left, a tall red sandstone wall stands, while ahead, the beige geometric facade of the Eiteljorg Museum begins to emerge under a cloudy sky. A large black bull statue on a red pedestal is partially visible behind foliage. The camera continues forward and pans right, bringing the full form of the black bull statue into view. Its muscular body and upward-pointing horns are emphasized as the camera circles slightly. The Eiteljorg Museum’s entrance and signage become clearer, with windows and overhangs visible beneath the overcast sky.",
+    "20-40%: The camera completes a partial circle around the bull statue, now showing its left flank and rear. The museum’s modern architecture fills the background, with clean lines and recessed entryways. Shrubs and small yellow flowers at the statue’s base add color contrast to the earth-toned materials. The camera continues its arc, now revealing the open plaza behind the statue. Paved walkways, low stone walls, and distant buildings come into view. The sky remains overcast, casting diffuse light that softens shadows and highlights the textures of stone and metal surfaces.",
+    "40-60%: As the camera pans further right, the blue Indianapolis Colts skyscraper suddenly enters the frame, its vertical white text 'INDIANAPOLIS COLTS' standing out sharply. The camera tilts upward briefly to capture the tower’s height, then returns to eye level, framing the bull statue with the skyscraper in the background. The camera circles back toward the museum, now showing the bull statue from a rear-three-quarter angle. The Colts tower remains visible over the statue’s shoulder, creating a visual juxtaposition between the artistic sculpture and corporate architecture. Landscaping elements like trimmed hedges and lawn areas are clearly defined.",
+    "60-80%: The camera lowers slightly and moves closer to the statue’s base, capturing details of the red sandstone pedestal and surrounding ground cover. It then pulls back slowly, re-centering the statue within the wider context of the plaza, museum entrance, and adjacent buildings. The museum’s name 'Eiteljorg Museum' is clearly visible in dark lettering on the building’s exterior, and the urban plaza features paved walkways, manicured lawns, and distant city buildings.",
+    "80-100%: Finally, the camera executes a slow, wide pan that frames the black bull statue perfectly between the Eiteljorg Museum on the left and the Indianapolis Colts skyscraper on the right. The overcast sky provides a neutral backdrop, and the entire scene conveys a sense of civic harmony and urban design integration, concluding with a static, balanced composition."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_dl3dv_81bf2a03aadbf20bf20aa2feb18ab8b9afbd377b5be45e3792622e6e8d227a02/sample.json b/MBench-V-new/samples/environment/mem_dl3dv_81bf2a03aadbf20bf20aa2feb18ab8b9afbd377b5be45e3792622e6e8d227a02/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..84f48bfeb99d21dc59662816a12a7e7f5c5ca991
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_dl3dv_81bf2a03aadbf20bf20aa2feb18ab8b9afbd377b5be45e3792622e6e8d227a02/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_dl3dv_81bf2a03aadbf20bf20aa2feb18ab8b9afbd377b5be45e3792622e6e8d227a02",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video opens with a low-angle shot focused on the front-left corner of a green octagonal picnic table with black metal legs, positioned on a paved ground made of square beige tiles. A red brick wall is visible to the right, and in the far background, a distant building entrance with white-framed doors can be faintly seen. The camera begins a slow clockwise rotation around the table, revealing the full left side of the picnic table, highlighting the attached curved bench and the slatted tabletop. The brick wall remains in view on the right, while the paved ground extends forward with uniform square tiles.",
+    "20-40%: Continuing the clockwise pan, the camera captures the rear-left quarter of the picnic table, showing the symmetry of the bench seating and the black support structure underneath. The brick wall still occupies the right edge of the frame, and the tiled pavement continues to stretch outward. The distant building entrance becomes more clearly visible, with steps leading up to the white-framed doors. As the camera moves to the rear of the table, the full backside comes into view, emphasizing the octagonal shape and the integrated bench design. The brick wall is now partially out of frame, replaced by more of the paved ground.",
+    "40-60%: The camera continues its clockwise arc to the rear-right side of the table, showcasing the right bench and the black leg supports. The brick wall reappears on the right edge, and the tiled pavement stretches diagonally toward the foreground. The distant building entrance remains visible in the background, though slightly obscured by the table’s structure. Now capturing the right side of the picnic table, the camera highlights the curvature of the attached bench and the slatted top. The brick wall runs vertically along the right edge, while the paved ground fills the lower portion of the frame.",
+    "60-80%: The camera moves to the front-right angle of the picnic table, offering a view that combines the tabletop, bench, and black support legs. The brick wall is prominent on the right, and the tiled pavement extends forward. The distant building entrance is still visible in the background, now aligned with the center of the table. The lighting remains even and diffused, suggesting an overcast day, and no objects or people interrupt the scene. The full geometry of the table — octagonal top, curved benches, black supports — is showcased from this perspective.",
+    "80-100%: Finally, the camera completes its circular motion, returning to a position similar to the start but slightly elevated, showing the front-left corner of the green picnic table once more. The brick wall, paved ground with square tiles, and distant building entrance are all visible, creating a cohesive and complete environmental shot. The camera slows to a gentle stop, concluding the sequence. The tiled pavement features subtle variations in shade and occasional darker grout lines, and a narrow strip of gray stone bordering the walkway appears intermittently. The picnic table remains stationary throughout, with no people or movement other than the camera’s smooth, continuous circular motion."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_dl3dv_8682dff2416536005d41c7d6b54cb77f517de695bcf25314f5ce43023a224188/sample.json b/MBench-V-new/samples/environment/mem_dl3dv_8682dff2416536005d41c7d6b54cb77f517de695bcf25314f5ce43023a224188/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..719818035f663d8d12c6ff49a168f6288f011bdb
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_dl3dv_8682dff2416536005d41c7d6b54cb77f517de695bcf25314f5ce43023a224188/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_dl3dv_8682dff2416536005d41c7d6b54cb77f517de695bcf25314f5ce43023a224188",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video opens with a low-angle, wide shot centered on an office chair piled with pillows and a blanket. The chair has a black mesh back and silver five-wheel base. To the left, a large flat-screen TV on a black stand displays a vibrant cityscape with green trees and skyscrapers. The floor is beige carpet. The camera begins a slow clockwise orbit around the chair, revealing part of a yellow leather sofa to the right with a patterned pillow, wall-mounted pictures behind it, and sheer curtains framing a window behind the TV.",
+    "20-40%: Continuing the orbit, the camera reveals a second yellow leather armchair near a small side table and a tall floor lamp casting soft ambient light in the corner. The beige carpet extends across the entire floor. The office chair remains piled with pillows — one white with red stitching and a sunflower design, another with multicolored circular patterns — and a light blue-gray blanket draped over them. The TV continues to display the cityscape, and the black TV stand remains visible on the left.",
+    "40-60%: Now halfway through the orbit, the camera focuses more closely on the stacked pillows and blanket, tilting upward to show texture details, then dips down for a close-up of the chair’s wheeled base rolling slightly on the carpet. A label is visible on the underside of the seat. The yellow leather sofa and patterned pillow reappear in the background, and the ambient lighting from the floor lamp enhances the cozy atmosphere. The camera maintains smooth motion, preparing to complete the circle.",
+    "60-80%: As the camera continues its clockwise orbit, it captures the rear and side views of the office chair, still laden with pillows and blanket, while the TV screen (displaying the cityscape) comes into view again. Wall-mounted pictures and the floor lamp are visible in the background. The yellow leather sofa and matching armchair are both fully visible, reinforcing the room’s layout and lived-in feel. The camera smoothly transitions toward the final quarter of the orbit.",
+    "80-100%: Finally, the camera completes its 360-degree orbit, returning to a position similar to the start but with a slight upward tilt. The office chair subtly rotates on its own, still piled with pillows and blanket. All mandatory landmarks — TV on black stand, yellow leather sofa with patterned pillow, TV displaying cityscape, black TV stand, beige carpeted floor, office chair with stacked pillows and blanket, wall-mounted pictures, floor lamp, and second yellow armchair — are clearly visible in the final tranquil composition."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_dl3dv_873c89398b526c56b09d5bc6ca701a2ed2d7a3785f2fd546f30ee4adcc5c4c2f/sample.json b/MBench-V-new/samples/environment/mem_dl3dv_873c89398b526c56b09d5bc6ca701a2ed2d7a3785f2fd546f30ee4adcc5c4c2f/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..c0f8906166329f549305957efee614f668f9085f
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_dl3dv_873c89398b526c56b09d5bc6ca701a2ed2d7a3785f2fd546f30ee4adcc5c4c2f/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_dl3dv_873c89398b526c56b09d5bc6ca701a2ed2d7a3785f2fd546f30ee4adcc5c4c2f",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video starts with a wide-angle shot of a brightly lit furniture showroom under overhead fluorescent lighting, featuring multiple bedroom sets arranged along aisles. The camera begins panning right toward a central white dresser with an arched mirror and two white table lamps on top; reflected beds and lamps—including a bed with a tufted headboard and blue painted walls—are visible in the mirror’s surface.",
+    "20-40%: The camera continues its slow pan right, fully framing the white dresser with mirror and lamps, then begins a gentle circular movement around its right side. As it circles, the ornate drawer pulls, paneling details, and textured lamp bases become more visible. The camera tilts upward slightly to emphasize the curvature of the mirror frame and lamp bases, while reflections of the tufted headboard bed and blue walls remain consistently visible in the mirror.",
+    "40-60%: After completing the circle around the first dresser, the camera pans left to reveal a second identical white dresser with two matching lamps and an arched mirror. Reflections in this mirror again show the bed with a tufted headboard and blue painted walls, reinforcing symmetry. The camera holds this composition briefly before pulling back slightly and beginning a leftward track along the main aisle, revealing additional coordinated bedroom sets under consistent overhead fluorescent lighting.",
+    "60-80%: Continuing its leftward tracking, the camera reveals the full length of the showroom aisle, showing multiple beds with tufted headboards positioned against blue painted walls, and evenly spaced white dressers with mirrors and lamps. Their reflections capture surrounding displays, and the uniform overhead fluorescent lighting ensures clarity and brightness across all surfaces. The camera then slows and begins zooming back in on the original white dresser, focusing on the textured lamp bases and the sharp clarity of the mirror’s reflection—again showing the tufted bed and blue walls.",
+    "80-100%: The camera pulls out to a medium shot encompassing the original dresser, its arched mirror, and both lamps. The reflection still includes the bed with the tufted headboard and blue painted walls. The broader showroom context is now fully visible: symmetrical arrangements of bedroom sets, multiple beds, consistent overhead fluorescent lighting, and blue painted walls in the background, concluding the video with a balanced, comprehensive view of the entire display ensemble."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_dl3dv_8879cecf92e13363ba367f06ed1f8ff15152ace4291130f9a4daecd90aace40f/sample.json b/MBench-V-new/samples/environment/mem_dl3dv_8879cecf92e13363ba367f06ed1f8ff15152ace4291130f9a4daecd90aace40f/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..6d4bb299d8a512223effc8994b7d8a5a87a56921
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_dl3dv_8879cecf92e13363ba367f06ed1f8ff15152ace4291130f9a4daecd90aace40f/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_dl3dv_8879cecf92e13363ba367f06ed1f8ff15152ace4291130f9a4daecd90aace40f",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video opens with a wide-angle view of a cozy, well-lit living room centered on a black ergonomic office chair with a floral-patterned pillow. To the left is a large flat-screen TV displaying a vibrant cityscape; to the right, a yellow sofa draped with a patterned blanket. In the background, a maroon office chair sits near a window with sheer curtains. Beige carpet covers the floor. The camera begins a slow clockwise rotation around the black chair, revealing a second yellow sofa on the right (also with a patterned blanket), a floor lamp beside it, and framed pictures on the walls. The TV screen remains visible throughout, continuously showing the cityscape.",
+    "20-40%: As the clockwise rotation continues, the camera captures the full living room layout from new angles—highlighting the maroon chair more prominently and revealing shelves with equipment behind it. The black office chair remains the focal point. The camera then tilts downward to focus on the black five-star base of the chair resting on the beige carpet, capturing close-up details of the wheels and structural components. The surrounding environment—yellow sofas, TV, and maroon chair—remains softly blurred in the background, preserving spatial context.",
+    "40-60%: Moving upward from the base, the camera follows the chair’s central column, revealing the underside mechanical parts and the lower portion of the floral pillow. It then shifts to a close-up of the pillow’s intricate pattern: red flowers, yellow accents, green leaves, and gray swirls stitched onto white fabric, with visible decorative stitching. The background remains consistent with the living room setting. The camera pulls back slightly to frame the entire black office chair with the floral pillow from a slightly elevated angle, with the yellow sofas, TV displaying the cityscape, and maroon chair all visible in their respective positions.",
+    "60-80%: The camera begins another slow clockwise rotation around the black office chair, maintaining smooth motion and visual continuity. Midway through this second rotation, it offers a balanced view of the room—the TV on the left, the yellow sofa with blanket on the right, and the maroon chair in the rear—with the black chair and floral pillow centered. Lighting remains consistent, and the beige carpet provides a neutral foundation. The rotation emphasizes the spatial relationships among all key elements: the two yellow sofas, the maroon chair, the TV with cityscape, and the central black office chair.",
+    "80-100%: Finally, the camera slows its rotation and zooms in toward the floral pillow on the backrest of the black office chair. It tilts upward along the chair’s back, highlighting the texture, craftsmanship, and detailed design of the pillow—including the red, yellow, green, and gray floral motifs and stitching. The yellow sofas, TV with cityscape, and maroon chair fade into soft focus as the video gently fades out, concluding the sequence."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_dl3dv_8b2495421084723ea2151e09fbb096adf682f541eb2a42c26ce57578b56d8a97/sample.json b/MBench-V-new/samples/environment/mem_dl3dv_8b2495421084723ea2151e09fbb096adf682f541eb2a42c26ce57578b56d8a97/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..80ff593c4ca88216acb0e70bd6efbc2968c0d5dc
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_dl3dv_8b2495421084723ea2151e09fbb096adf682f541eb2a42c26ce57578b56d8a97/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_dl3dv_8b2495421084723ea2151e09fbb096adf682f541eb2a42c26ce57578b56d8a97",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video starts with a static wide shot of a black metal bench centered on a red-and-white tiled plaza floor. Behind it, a modern glass skyscraper reflects the blue sky and surrounding buildings. To the left, a stone building with large columns and stone lion statues is partially visible. A balustrade railing runs along the edge of the plaza, separating it from the street below. The camera begins a slow leftward pan, bringing the stone lion statues into full view atop their pedestals beside the grand stone building. The balustrade railing extends across the frame, and a classic streetlamp appears near the railing’s corner. The red-and-white tile pattern dominates the foreground, creating strong visual lines that guide the eye toward the architectural elements.",
+    "20-40%: Continuing the leftward pan, the camera reveals more of the stone building’s façade and the full majesty of the lion statues. Reflections in the glass skyscraper shift subtly as the camera moves, showing distorted images of nearby buildings and clouds. The black metal bench remains centered in the lower third of the frame, serving as a visual anchor throughout the movement. The camera now begins to arc around the back of the bench, shifting perspective to reveal the opposite side of the plaza. More benches and trash receptacles come into view, arranged symmetrically along the balustrade. The glass skyscraper looms overhead, its reflective surface capturing dynamic sky patterns. The stone building with statues is now visible in the background, maintaining continuity.",
+    "40-60%: As the camera continues its circular motion, it captures the interplay of light and shadow on the red-and-white tiled floor. The black metal bench is now viewed from behind, its slats and ornate legs clearly visible. Reflections in the glass building become more pronounced, showing the movement of clouds and the silhouette of distant towers. The balustrade railing curves gracefully along the plaza’s edge. The camera sweeps further right, completing more than half its circular path. The stone building with statues reappears in the distance, framed by the glass skyscraper’s reflection. A second streetlamp comes into view near the railing, echoing the first. The red-and-white tile pattern creates rhythmic diagonals across the frame, reinforcing the plaza’s geometric design.",
+    "60-80%: Now nearing the end of its arc, the camera positions itself slightly to the right of the bench’s original front-facing angle. The black metal bench is again central, but now seen from a three-quarter rear perspective. The glass skyscraper fills the upper frame, its reflections shimmering with ambient light. The balustrade railing and stone lion statues remain visible in the periphery, ensuring visual cohesion. The camera tilts upward briefly to re-emphasize the towering glass skyscraper and its mirrored reflections, then begins to move back toward the initial frontal position, maintaining the circular trajectory and highlighting the contrast between classical stone architecture and sleek modern glass.",
+    "80-100%: Finally, the camera gently zooms in on the black metal bench, focusing on its intricate armrests and slatted back. The red-and-white tiled floor stretches out beneath it, while the glass skyscraper and stone building with statues form a layered backdrop. The lighting is bright and even, suggesting midday sun. The video ends with this intimate close-up, leaving the viewer with a sense of quiet urban beauty and architectural harmony."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_dl3dv_994729a47e8c422960439771fbe1d8521844636ffd23c39802813d9b967c4068/sample.json b/MBench-V-new/samples/environment/mem_dl3dv_994729a47e8c422960439771fbe1d8521844636ffd23c39802813d9b967c4068/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..85b1e878110293cc9132eb6c992216b9940c6353
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_dl3dv_994729a47e8c422960439771fbe1d8521844636ffd23c39802813d9b967c4068/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_dl3dv_994729a47e8c422960439771fbe1d8521844636ffd23c39802813d9b967c4068",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video opens with a wide, static shot of a luxurious dining room centered on a large round wooden table with a glossy black rotating surface, surrounded by twelve high-backed chairs covered in gray-and-white damask-patterned fabric. Above hangs a grand multi-tiered crystal chandelier emitting warm light. To the left, a white textured wall features a horizontal yellow accent panel; to the right, floor-to-ceiling beige curtains drape the wall. The camera begins a slow clockwise pan, keeping the table and chandelier centered while revealing place settings—white plates, silverware, and folded napkins—and the recessed layered ceiling with embedded spotlights.",
+    "20-40%: Continuing the clockwise pan, the camera reveals more of the white wall with the yellow accent panel as it moves along the left flank of the table; the patterned chair covers remain prominent in the foreground. The view transitions to the rear-left quadrant, where the white wall recedes and a dark wood-framed doorway behind the table becomes visible. The beige curtains on the right come into fuller view, and the chandelier’s crystals glint softly under consistent lighting, maintaining visual continuity and symmetry of the dining setup.",
+    "40-60%: At the midpoint of the pan, the camera faces the far side of the room dominated by the beige curtains and dark wood trim. The chandelier remains overhead, casting reflections on the black table surface. The camera angle tilts slightly upward to emphasize the ceiling’s geometric recessed panels and embedded spotlights. As the pan continues toward the rear-right quadrant, the beige curtains fill much of the background while the edge of the white wall with the yellow accent begins to reappear on the left; the table’s rotating black center and place settings stay consistently framed.",
+    "60-80%: Moving into the final third, the camera reveals the right-front portion of the room: the beige curtains still dominate the backdrop, but the white wall with the yellow accent is now clearly visible again on the left. The patterned chair covers are seen from a slightly elevated angle, highlighting their tailored fit and ornate motifs; the camera subtly zooms in to emphasize the wood grain texture and glossiness of the table’s black center. The camera then continues its clockwise sweep, nearing the starting point, with the white wall and yellow accent fully in view on the left, mirroring the opening composition.",
+    "80-100%: The camera completes its circular motion and settles into a stable wide shot that mirrors the initial framing: the round table with its black rotating center sits perfectly centered beneath the grand chandelier, encircled symmetrically by the twelve patterned chair covers. The white wall with the yellow accent is visible on the left, and the beige curtains flow down the right wall. Lighting remains soft and evenly distributed, enhancing the luxurious textures—the chair fabric, table sheen, curtain folds, and polished floor tiles—all captured in crisp detail. The video ends with this serene, fully composed view of the elegant dining room."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_dl3dv_9f7018c35daf35b3c3c49ba9c99976d06f9dddb0a3093138abcf62f3e7d94b5d/sample.json b/MBench-V-new/samples/environment/mem_dl3dv_9f7018c35daf35b3c3c49ba9c99976d06f9dddb0a3093138abcf62f3e7d94b5d/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..d0ec34006131da3a54c87a856536aa9c7b38f7e9
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_dl3dv_9f7018c35daf35b3c3c49ba9c99976d06f9dddb0a3093138abcf62f3e7d94b5d/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_dl3dv_9f7018c35daf35b3c3c49ba9c99976d06f9dddb0a3093138abcf62f3e7d94b5d",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video opens with a wide view of a children’s playground centered on a circular rotating ride with a red base, blue bicycle-shaped seats (one red, one blue), and a statue of a cartoon character wearing a hat and holding a wand atop a wireframe dome. The camera begins a slow clockwise pan; in the background, a pink building and an arched metal gate are partially visible among lush green trees. The ride sits on a raised concrete platform surrounded by paved ground.",
+    "20-40%: Continuing the clockwise pan, the pink building becomes more visible behind the ride, and the arched metal gate comes into clearer view. The red circular base and blue bicycle seats remain prominent, with the statue still centered above. Trees and distant playground equipment—including slides and climbing frames—appear in the background. The camera reveals benches and additional play structures as it moves past the left side of the ride; the pink building is temporarily obscured by foliage, but the gate remains visible on the far right.",
+    "40-60%: Midway through the rotation, the camera shows the rear of the ride, with benches and colorful play structures clearly visible behind it. The blue bicycle seats rotate into view from the opposite side, while the wireframe dome and statue remain fixed as central visual anchors. The pink building reappears briefly through gaps in the trees, and the arched metal gate is fully visible again. The concrete platform and surrounding fencing stay consistently in frame.",
+    "60-80%: As the camera continues its arc past the midpoint, the pink building becomes more prominent directly behind the ride, while the arched gate is partially hidden behind trees. Distant slides and climbing frames come into view again. Nearing completion of the circle, the camera shows the ride from a three-quarter rear angle: the statue atop the dome remains visible, the blue bicycle seats are clearly shown, and the red circular base anchors the composition. The pink building and arched gate reappear to the right, framed by trees.",
+    "80-100%: Finally, the camera completes its clockwise orbit, returning close to the starting viewpoint but slightly zoomed out. The red circular base, blue bicycle seats, and statue are all clearly visible. The pink building and arched metal gate are once again in their original positions relative to the ride. The surrounding trees, benches, and playground elements complete the tranquil, overcast-day scene, with all mandatory landmarks consistently present throughout."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_dl3dv_bafe35be4993582f4897ba101902ddf424b3c6c0e2b98d8ca8b40ba2814c535c/sample.json b/MBench-V-new/samples/environment/mem_dl3dv_bafe35be4993582f4897ba101902ddf424b3c6c0e2b98d8ca8b40ba2814c535c/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..83ccb731837b788cbff35193c394056bb5f65330
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_dl3dv_bafe35be4993582f4897ba101902ddf424b3c6c0e2b98d8ca8b40ba2814c535c/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_dl3dv_bafe35be4993582f4897ba101902ddf424b3c6c0e2b98d8ca8b40ba2814c535c",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video opens with a low-angle shot of a black office chair spinning slowly on a beige carpeted floor. The chair is entirely wrapped in a patterned fabric featuring large circles in purple, beige, and white. As the chair rotates clockwise, the camera begins orbiting it, revealing the background: a beige sectional sofa draped with a gray leaf-patterned blanket, a red ergonomic office chair near a window with sheer curtains, and a tall floor lamp beside the sofa casting soft ambient light.",
+    "20-40%: Continuing its orbital path, the camera reveals more of the room: a large flat-screen TV mounted on a black TV stand displaying a bright cityscape. The camera tilts downward to show the black five-star base and caster wheels gliding smoothly over the carpet, then rises again to reframe the TV screen and surrounding furniture. Framed pictures on the wall and a small side table next to the sofa become visible as the camera circles, while the patterned fabric billows slightly with each rotation.",
+    "40-60%: The camera moves closer, zooming in on the texture and flow of the fabric as it wraps around the chair’s contours, highlighting the interplay of colors and shapes. The rotation slows slightly, allowing appreciation of the material’s movement. In the periphery, the red office chair, beige sectional sofa, and floor lamp remain visible, anchoring the scene. The black TV stand with speakers and media devices is also clearly seen as the camera maintains its smooth tracking motion.",
+    "60-80%: Pulling back slightly, the camera captures a wider view of the living room, emphasizing the spatial relationship among the spinning chair, TV on its black stand, sofa, and red office chair. The floor lamp’s warm glow complements the ambient light from the TV screen. The camera then refocuses on the chair’s base and wheels, underscoring their smooth movement across the carpet, while the fabric continues to sway gracefully. Background elements—including the leaf-patterned blanket and framed wall art—remain consistently present.",
+    "80-100%: The camera frames the entire scene one final time: the spinning chair centered in the room, surrounded by the beige sectional sofa with blanket, red ergonomic chair, black TV stand displaying the cityscape, floor lamp, and carpeted flooring. All mandatory landmarks are cohesively integrated: black chair base and wheels, patterned fabric covering the chair, TV on black stand, red office chair, beige sofa, carpeted floor, and ambient lighting. The video ends with the chair still rotating gently and the fabric softly flowing."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_dl3dv_bd3da6c5820ac1c1fcf0149c3e952c04be4d3a23595f19d269df09107ac3a959/sample.json b/MBench-V-new/samples/environment/mem_dl3dv_bd3da6c5820ac1c1fcf0149c3e952c04be4d3a23595f19d269df09107ac3a959/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..4b22871dd5e201068083f22226a89c61fe6acdf5
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_dl3dv_bd3da6c5820ac1c1fcf0149c3e952c04be4d3a23595f19d269df09107ac3a959/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_dl3dv_bd3da6c5820ac1c1fcf0149c3e952c04be4d3a23595f19d269df09107ac3a959",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video opens with a low-angle shot moving forward through a narrow alley at night. A concrete ceiling with evenly spaced recessed lights is visible above, casting soft illumination. To the right, a parked white car is partially lit under an overhang. In the distance, illuminated glass windows glow warmly from upper floors. Continuing forward, the camera begins a gentle upward tilt; the concrete ceiling remains prominent with recessed lights creating circular pools of brightness, the parked white car stays visible on the right, and the illuminated glass windows grow larger in the frame, revealing interior details like furniture silhouettes.",
+    "20-40%: The camera ascends further, now focusing more on the illuminated glass windows spanning multiple floors. The concrete ceiling is still present at the bottom edge. The warm interior lighting contrasts with the dark exterior, and the grid-like arrangement of windows becomes more defined. The camera continues its upward motion, now centered on the glowing windows; the parked white car is no longer in view, while the concrete ceiling with recessed lights remains at the lower edge of the frame. The windows reveal more interior detail, including ceiling fixtures and occasional shadows.",
+    "40-60%: The camera briefly pans left, revealing a dark brick wall adjacent to the alley, then returns to center, maintaining its upward trajectory. The illuminated glass windows continue to dominate the upper frame, while the concrete ceiling with recessed lights occupies the lower portion. The camera then passes beneath a large, flat concrete slab, momentarily plunging the scene into near darkness. As it emerges, the illuminated glass windows reappear, glowing even brighter against the night, and the concrete ceiling with recessed lights is once again visible at the bottom.",
+    "60-80%: The camera continues its steady ascent, now almost entirely focused on the vertical array of illuminated glass windows. The concrete ceiling and recessed lights occupy only a thin strip at the bottom of the frame. The windows’ warm glows create a rhythmic pattern against the dark sky. The view is increasingly dominated by the architectural grid of glowing windows, each pane revealing softly lit interiors with furniture silhouettes and occasional movement, while structural elements like balconies, metal railings, and beams become more apparent.",
+    "80-100%: Finally, the camera holds its upward gaze on the towering facade of illuminated glass windows stretching into the night. The concrete ceiling and recessed lights are barely visible at the very bottom. The scene ends with a lingering view of the glowing grid, evoking a sense of urban solitude and architectural scale. The windows stretch upward into the night sky, their reflections shimmering against the dark surroundings, while the warm glows contrast sharply with the surrounding darkness."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_dl3dv_bde60503f811435bd7d0eb9034ea71c30ed56055a881f426fec7b53e07d5bd2b/sample.json b/MBench-V-new/samples/environment/mem_dl3dv_bde60503f811435bd7d0eb9034ea71c30ed56055a881f426fec7b53e07d5bd2b/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..bed60c0a79ad03d5462097f2833f8330005992ee
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_dl3dv_bde60503f811435bd7d0eb9034ea71c30ed56055a881f426fec7b53e07d5bd2b/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_dl3dv_bde60503f811435bd7d0eb9034ea71c30ed56055a881f426fec7b53e07d5bd2b",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video opens with a forward-moving shot along a straight wooden walkway bordered by grassy slopes on both sides. Fallen leaves scatter lightly across the planks. In the distance, a set of wide wooden stairs rises between tree-lined embankments under an overcast sky. The camera advances closer to the base of the wooden stairs, revealing metal railings on both sides. The stairs are constructed of dark brown composite material, with scattered yellow and brown leaves resting on the treads. Tree trunks flank the entrance, framing the ascent.",
+    "20-40%: The camera begins climbing the stairs, moving steadily upward. Each step is visible, with leaves accumulating in corners and along edges. The black metal railings remain prominent on either side, and the overcast sky is visible above through gaps in the canopy. Reaching the top landing, the camera transitions onto a paved brick area surrounded by black metal railings. A circular sculpture mounted on a low pedestal comes into view, centered within the platform and partially framed by tree trunks. The ground is clean but shows signs of seasonal leaf fall.",
+    "40-60%: The camera pans slightly to the right, bringing the circular sculpture fully into focus. Its metallic, ring-like structure contrasts with the surrounding greenery. Behind it, the open landscape stretches into the distance, with trees and a faint horizon visible under the gray sky. The camera then begins to turn around, pivoting to face back down the stairs. The paved brick area remains in view momentarily, with the sculpture now behind the camera. The black metal railings guide the eye downward as the descent begins.",
+    "60-80%: Descending the wooden stairs, the camera retraces its earlier path. Leaves are still visible on the treads, and the metal railings on both sides frame the descent. The tree-lined path below becomes clearer as the camera lowers in elevation. The camera reaches the bottom of the stairs and continues onto the wooden walkway flanked by grassy slopes, maintaining backward motion.",
+    "80-100%: The camera moves backward slightly, offering a final wide-angle view of the entire sequence: the stairs, the circular sculpture atop the platform, the paved brick area, and the black metal railings — all under the same soft, overcast lighting. This concluding perspective reinforces the spatial relationship between the wooden walkway, grassy slopes, leaf-strewn stairs, elevated platform, and central sculpture, captured in continuous motion."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_dl3dv_cc40635ee536377bb36fbea01fce5d2cd1c3e3bf56ba8299a84f66a3b9293b7a/sample.json b/MBench-V-new/samples/environment/mem_dl3dv_cc40635ee536377bb36fbea01fce5d2cd1c3e3bf56ba8299a84f66a3b9293b7a/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..e595bf102f9a69a23cca545423d3e2162664868b
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_dl3dv_cc40635ee536377bb36fbea01fce5d2cd1c3e3bf56ba8299a84f66a3b9293b7a/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_dl3dv_cc40635ee536377bb36fbea01fce5d2cd1c3e3bf56ba8299a84f66a3b9293b7a",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video opens with a static wide shot of an empty, brightly lit mall corridor. Centered is a seating area with four orange armchairs and two round black coffee tables on a black rug. Behind them, the Macy’s storefront glows with its red star logo. The white tiled floor with black grout lines extends outward under uniform recessed ceiling lighting. The camera begins a slow clockwise pan, and the silver digital kiosk on a pedestal enters the left edge of the frame while Macy’s remains prominent.",
+    "20-40%: Continuing the clockwise pan, the digital kiosk moves toward center-left as the Macy’s storefront exits the right side of the frame. A distant store entrance with yellow trim becomes visible in the background. The camera proceeds further right, revealing a Coca-Cola vending machine positioned near that yellow-trimmed store entrance. The orange armchairs, black coffee tables, and black rug remain fixed in the foreground throughout this segment.",
+    "40-60%: The Coca-Cola vending machine is now centered in the mid-background as the camera continues its rotation. Above it, the hanging sign for 'The Children’s Place' store comes into view. The lighting remains uniformly bright, and the white tiled floor pattern stays consistent. The foreground elements—orange armchairs, round black coffee tables, and black rug—are still clearly visible and anchored in the composition.",
+    "60-80%: The Children’s Place store sign becomes more prominent as the camera pans past it, and the orange armchairs and black coffee tables continue to rotate with the perspective. The black rug remains sharply defined against the white tiles. As the pan progresses, the digital kiosk reappears on the far left, and the Macy’s storefront begins to re-enter at the far right edge of the frame. The environment remains quiet, clean, and devoid of people.",
+    "80-100%: The camera completes its 360-degree rotation, returning directly to face the Macy’s storefront once more. All mandatory landmarks—the orange armchairs, round coffee tables, black rug, digital kiosk, Coca-Cola vending machine, and The Children’s Place store—have been captured sequentially during the pan. The video ends exactly where it began, with identical framing, lighting, and spatial arrangement, maintaining the sterile, brightly lit atmosphere."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_dl3dv_ce71acc3017d7df0b85516e8ac7b87ce82a552a4840df3c0bc6d51a5594f3c50/sample.json b/MBench-V-new/samples/environment/mem_dl3dv_ce71acc3017d7df0b85516e8ac7b87ce82a552a4840df3c0bc6d51a5594f3c50/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..01bd716a3f1be80577b10bf65202e46b68333f0d
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_dl3dv_ce71acc3017d7df0b85516e8ac7b87ce82a552a4840df3c0bc6d51a5594f3c50/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_dl3dv_ce71acc3017d7df0b85516e8ac7b87ce82a552a4840df3c0bc6d51a5594f3c50",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video starts with a low-angle shot focused on a black office chair centered in a living room, piled with stacked patterned pillows — one with large purple and beige circles, another with white background and floral design — and a light blue blanket draped over its side. To the left, a beige leather sofa with matching throw pillows is partially visible. The camera begins a slow clockwise rotation, revealing a large flat-screen TV displaying a vibrant cityscape with skyscrapers, a red ergonomic office chair on a black media console behind the TV, wall art (framed photos and prints) above the sofa, and plush cream carpet covering the floor.",
+    "20-40%: Continuing the clockwise orbit, the camera shows a tall floor lamp with a warm glow near the far wall and tilts slightly upward to capture upper wall decor and ceiling area before dipping lower toward the base of the central chair. The camera lowers significantly, focusing on the black wheeled five-star base and casters as the chair rolls slightly forward across the textured cream carpet; the beige sofa and a small dark wood side table with a remote control appear briefly at the frame edge.",
+    "40-60%: Rising again, the camera captures the full height of the central chair with its stacked pillows, now clearly showing a blue exercise ball tucked beside the beige sofa on the right and the side table with the remote control next to the sofa. The camera continues its smooth clockwise rotation, passing the red office chair and TV again, maintaining the central chair as the anchor point while highlighting fabric textures of the pillows and sheen of the leather sofa under consistent lighting.",
+    "60-80%: The camera completes its full 360-degree rotation, returning to the initial viewpoint but with slight positional changes—the chair has moved forward slightly. It zooms in briefly on the pillow patterns, then pulls back for a wide-angle view that includes the second beige armchair opposite the sofa, the window with sheer curtains behind it, and the ceiling fan above, ensuring spatial context and all major landmarks remain visible.",
+    "80-100%: Finally, the camera pans downward toward the black five-star base of the central office chair, emphasizing its movement across the carpet, then tilts up one last time to frame the entire room—ensuring all mandatory landmarks are clearly visible: red office chair, TV displaying cityscape, stacked patterned pillows, blue exercise ball, side table with remote, beige leather sofa, black wheeled base of chair, carpet texture, central office chair with pillows, wall art, and floor lamp—concluding the video with a dynamic, immersive sweep of the space."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_dl3dv_d75f9a607ebfec618e585d62b591fbedf78d7ef3af6126c6f7d582ea03d03336/sample.json b/MBench-V-new/samples/environment/mem_dl3dv_d75f9a607ebfec618e585d62b591fbedf78d7ef3af6126c6f7d582ea03d03336/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..8c29c2521d3db02e3d768c6802a683ba11d06b7e
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_dl3dv_d75f9a607ebfec618e585d62b591fbedf78d7ef3af6126c6f7d582ea03d03336/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_dl3dv_d75f9a607ebfec618e585d62b591fbedf78d7ef3af6126c6f7d582ea03d03336",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video starts with a slow pan across a row of gray toilet stalls in a clean, well-lit public restroom. White porcelain toilets are visible inside each stall, and the speckled gray floor extends throughout the space. The camera moves slightly forward, offering a close-up of the stall doors and hinges, emphasizing their industrial-grade construction and neutral color scheme. It then turns left to reveal a long white sink counter supported by black metal legs, with wall-mounted mirrors above each sink and soap dispensers installed beside them. The camera focuses briefly on the first sink and mirror, capturing the reflection of the soap dispenser in the mirror’s surface.",
+    "20-40%: The camera moves along the sink counter, revealing additional mirrors and sinks. A blue bucket is visible under the counter, tucked neatly beneath the second sink, and the camera angle tilts slightly downward to emphasize the bucket’s placement and the clean lines of the plumbing underneath the counter. As the camera continues its path, it captures the reflection of a toilet stall in the mirror above the third sink, showing the gray partition and part of the white toilet. A trash can with a white liner is positioned beside the sinks, and the camera lingers on it briefly to highlight its presence.",
+    "40-60%: The camera pans upward from the sink area to show ceiling-mounted fluorescent light panels and ventilation grilles. The white walls and clean lines reinforce the sterile, functional aesthetic of the restroom. The camera then begins to turn back toward the toilet stalls, preparing to reframe the space from a different angle. Returning to the toilet stalls, the camera offers a rear-facing view of the gray partitions, showing their alignment and spacing. The white porcelain toilets are visible through the gaps, and the speckled gray floor continues to dominate the lower frame. The camera slowly pans right, maintaining a steady pace to ensure continuity.",
+    "60-80%: The camera now sweeps across the entire restroom, combining views of both the sink counter and the toilet stalls. The mirror above the sink reflects the toilet stall once more, reinforcing the spatial relationship between the two areas. The blue bucket under the sink and the trash can with the white liner remain visible, anchoring the scene’s composition. The camera pans up again to include ceiling fixtures and pulls back slightly, capturing the symmetry of the stalls, the cleanliness of the sinks, and the organized placement of amenities—including the mirror above the sink, the reflection of the soap dispenser, and the consistent presence of the blue bucket under the sink.",
+    "80-100%: Finally, the camera pulls back for a wide-angle shot that encompasses the entire restroom. All mandatory landmarks are clearly visible: gray toilet stalls, white sink counter, wall-mounted mirrors, mirror above sink, reflection of soap dispenser, reflection of toilet stall, blue bucket under sink, and trash can with white liner. The video ends on this comprehensive, static overview, capturing the symmetry, cleanliness, and functional design of the space."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_dl3dv_d99d4c9126a46474b90ad4b2565d9daaf529387572ccdc388e3883083b66391a/sample.json b/MBench-V-new/samples/environment/mem_dl3dv_d99d4c9126a46474b90ad4b2565d9daaf529387572ccdc388e3883083b66391a/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..fe3f766edf309792cc7b574178dae6031cebc761
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_dl3dv_d99d4c9126a46474b90ad4b2565d9daaf529387572ccdc388e3883083b66391a/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_dl3dv_d99d4c9126a46474b90ad4b2565d9daaf529387572ccdc388e3883083b66391a",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video begins with a medium shot of a wooden bench with a black metal frame positioned on a paved walkway that curves left along the lake shoreline. Overhanging willow tree branches frame the top of the frame, casting shadows on the grass below. The lake glimmers in the background, bordered by reeds and grasses. The camera is stationary but poised to begin a slow pan to the right, then initiates a smooth rightward pan, revealing more of the paved walkway and the continuation of the lake shoreline; the first bench stays in view on the left as the camera uncovers a second bench further down the path, also near the water and under another willow tree, though the green bucket under the second tree is not yet visible.",
+    "20-40%: The pan continues, bringing the second bench fully into view. The green bucket under the tree becomes noticeable, resting near rocks and partially hidden by low-hanging branches. The paved path curves visibly to the left behind the bench, and the lake shoreline extends into the distance. The camera maintains a steady pace, emphasizing the tranquility of the setting. The camera then begins to circle around the second bench, shifting perspective to show the paved walkway extending behind it and the full expanse of the lake shoreline, with willow branches draping gracefully into the frame and the green bucket remaining visible under the tree.",
+    "40-60%: Continuing the circular motion, the camera now faces back toward the first bench, capturing the full length of the paved path that connects both benches. The willow tree overhanging the lake is prominent again, its branches framing the shot. The camera begins a slow forward tracking movement along the paved walkway, passing the first bench once more. As the camera tracks forward, the texture of the stone pavers and scattered dry leaves become more detailed. The grassy bank beside the path is uneven, with patches of dirt and moss. Willow tree branches overhead sway gently, filtering sunlight onto the path, while the lake shoreline remains visible to the right with reeds swaying slightly in the breeze.",
+    "60-80%: The camera continues its forward motion, approaching the end of the paved path near the first bench. It begins to arc back to the left, initiating a return to the original viewpoint. The second bench and the green bucket under the tree come back into view in the distance, framed by the willow branches and the lake beyond. The paved walkway, curving left, remains central to the composition, and the serene ambiance is maintained through subtle movement of foliage and light reflections on the water.",
+    "80-100%: Finally, the camera settles back into its starting position, offering a symmetrical composition of the first bench, the curving paved walkway, and the willow tree overhanging the lake. The green bucket under the distant tree, the wooden bench with black metal frame, the paved walkway, the willow branches, and the lake shoreline are all visible, creating a harmonious and complete visual loop that encapsulates the entire scene. The camera lingers briefly, allowing the viewer to absorb the full composition, with all mandatory landmarks clearly and cohesively integrated."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_dl3dv_d9be64a8fb23fe52670920fbd06b6e587b4fa8d15cfa1ace227cbd6c199d76ea/sample.json b/MBench-V-new/samples/environment/mem_dl3dv_d9be64a8fb23fe52670920fbd06b6e587b4fa8d15cfa1ace227cbd6c199d76ea/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..d21a1858d71f248e21c8768c2c28a041e486d5a6
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_dl3dv_d9be64a8fb23fe52670920fbd06b6e587b4fa8d15cfa1ace227cbd6c199d76ea/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_dl3dv_d9be64a8fb23fe52670920fbd06b6e587b4fa8d15cfa1ace227cbd6c199d76ea",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video opens with a low-angle, wide shot focused on a black office chair covered in colorful polka-dot fabric (purple, orange, beige circles), featuring a black five-star base with casters. To the left, a beige sectional sofa with a patterned blanket is visible. The camera begins a slow clockwise rotation, revealing ambient lighting and carpeted flooring. As the rotation progresses, the right side of the room comes into view — a beige sofa with matching polka-dot pillows, a floor lamp, and wall-mounted framed pictures behind it.",
+    "20-40%: Continuing the clockwise rotation, the TV on a black stand becomes clearer, displaying a bright cityscape with skyscrapers. The polka-dot chair remains centered. On the far left, a brown leather office chair near a desk setup becomes briefly visible. The camera maintains focus on the central chair while revealing more of the living room layout, including the beige sofas framing the scene and consistent warm lighting.",
+    "40-60%: The rotation continues, bringing the brown leather office chair more clearly into view beside a small desk. The camera angle lowers slightly, preparing to tilt down. Then, the camera tilts sharply downward beneath the polka-dot chair, focusing on the blue pneumatic lift cylinder, black plastic mechanism connecting to the five-star base, and the casters rolling on the light-colored carpet. The underside of the seat and mesh backrest are briefly visible.",
+    "60-80%: While still positioned beneath the chair, the camera pans upward slightly, highlighting the mesh texture of the backrest and contours of the armrests. The blue pneumatic cylinder remains prominent, and blurred glimpses of the beige sofas and TV screen appear in the background. The camera then begins to pull back and tilt upward, rising from under the chair, with the polka-dot fabric and black frame returning to full view. The slow clockwise rotation resumes, bringing the TV with the cityscape and wall-mounted framed pictures back into the frame.",
+    "80-100%: The camera completes its full rotation, returning to a frontal view of the polka-dot office chair. The TV on the black stand displaying the cityscape is centered behind it. The beige sectional sofa with the patterned blanket is on the left, and the other beige sofa is on the right. The floor lamp and framed pictures are visible in the background. The video ends on this stable, well-composed shot, maintaining consistent lighting and carpeted flooring throughout."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_dl3dv_fa290517f6f5102ed0544020b826762485dc7fa96f8b49c408d7d54c96dd1580/sample.json b/MBench-V-new/samples/environment/mem_dl3dv_fa290517f6f5102ed0544020b826762485dc7fa96f8b49c408d7d54c96dd1580/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..e299103229ec99fed57ed722840c8c39fcc42ddb
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_dl3dv_fa290517f6f5102ed0544020b826762485dc7fa96f8b49c408d7d54c96dd1580/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_dl3dv_fa290517f6f5102ed0544020b826762485dc7fa96f8b49c408d7d54c96dd1580",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video opens with a wide-angle shot of a grand stone monument featuring a central bronze statue on a multi-tiered stone pedestal, set within a verdant park under a clear blue sky with scattered white clouds. Green lawn and mature trees surround the structure, and a curved paved pathway encircles the monument. In the background, a neoclassical building with a dome is visible, and to the left, a modern glass skyscraper reflects sunlight. The camera begins a slow clockwise orbit around the monument, bringing the modern glass skyscraper into greater prominence while the neoclassical building remains partially visible behind the monument; details of the stone base—including a seated draped figure—become more discernible, and sun flares appear as the camera tilts slightly upward.",
+    "20-40%: Continuing the orbit, the camera moves to show the monument’s left flank and then its rear. The curved pathway remains clearly visible winding around the base, with trees framing the edges and green lawn extending toward the foreground. The modern glass skyscraper dominates the left background, while the neoclassical building with the dome peeks from behind trees on the right in the earlier part of this segment; by mid-segment, the neoclassical building is temporarily obscured by trees as the central statue appears silhouetted against the bright blue sky. The sculpted allegorical figures on the stone base—including a gesturing form—are shown in profile and then from behind, emphasizing their placement and posture.",
+    "40-60%: The camera progresses to the right side of the monument, beginning to reveal the front again. The green lawn and trees remain consistent in foreground and background, with sunlight casting long shadows that enhance the texture of the stone base and sculpted figures. The neoclassical building with the dome re-emerges in the background, now more centered, while the modern glass skyscraper remains visible on the far right edge of the frame. As the orbit continues, the central statue is framed between the neoclassical building and the modern skyscraper, and the curved pathway curves gracefully around the base, guiding the eye through the landscape; sculpted figures are illuminated by direct sunlight, revealing fine details in drapery and posture.",
+    "60-80%: Approaching the final quarter, the camera tilts upward briefly to emphasize the central statue against the blue sky with clouds, then lowers to capture the full stone base with sculpted figures from a three-quarter angle. The green lawn and trees frame the scene symmetrically. The neoclassical building with the dome is fully visible behind the monument, and the modern glass skyscraper appears on the left, completing the architectural contrast. Sun flares occasionally streak across the lens, and the camera maintains a smooth, continuous motion, alternating between low-angle shots dramatizing scale and eye-level views integrating the urban context.",
+    "80-100%: The camera completes its 360-degree orbit, returning to the initial framing: the central statue on pedestal is centered once again, surrounded by the curved pathway, green lawn, and trees. The blue sky with clouds remains overhead, and both the modern glass skyscraper and the neoclassical building with the dome are visible in their original positions. The stone base with sculpted figures is clearly detailed, and the entire scene is bathed in golden afternoon light. The video ends with a lingering shot that encapsulates the harmony between nature, historic sculpture, and modern cityscape, enriched by the full spatial context gained through the full rotation."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_mipnerf360_5f84c46d31489bd1a6b57b7c5c8cbc15280e279f8eb03122abd9362ac7333d13_spatial/sample.json b/MBench-V-new/samples/environment/mem_mipnerf360_5f84c46d31489bd1a6b57b7c5c8cbc15280e279f8eb03122abd9362ac7333d13_spatial/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..e70c0b2efe152e1b23a68a292a54f255a076d8b1
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_mipnerf360_5f84c46d31489bd1a6b57b7c5c8cbc15280e279f8eb03122abd9362ac7333d13_spatial/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_mipnerf360_5f84c46d31489bd1a6b57b7c5c8cbc15280e279f8eb03122abd9362ac7333d13_spatial",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video opens with a close-up view of the left side of the countertop, focusing on a large metal mixing bowl, several butternut squashes, and a blue oven mitt. The camera begins its horizontal pan to the right, capturing the initial layout of the scene.",
+    "20-40%: As the camera continues its pan, it reveals more items on the countertop, including an egg carton, a bag of chips, and a blender. The focus shifts toward the center of the countertop, showcasing additional objects like a wooden bowl with fruits and a can of soda.",
+    "40-60%: The camera reaches the right side of the countertop, displaying a variety of items such as a loaf of bread in a plastic bag, a knife, and a bag of pasta. It then begins to retrace its path, moving back toward the left side of the countertop.",
+    "60-80%: The camera retraces its earlier path, revisiting the center and left sections of the countertop. It captures the same objects from slightly different angles, emphasizing the consistency of their positions and the overall layout of the scene.",
+    "80-100%: Toward the end, the camera completes its loop by returning to the starting point on the left side of the countertop. It provides a final overview of the entire scene, ensuring that all spatial relationships and background elements remain consistent with the earlier views."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_tnt_0b199d304a74f9c3d2003c36f68bbf95fa52d9983fd2275bdae66a61e23d49d5_spatial/sample.json b/MBench-V-new/samples/environment/mem_tnt_0b199d304a74f9c3d2003c36f68bbf95fa52d9983fd2275bdae66a61e23d49d5_spatial/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..fe0e0086caefdd986f5638dac973b68c7a3190df
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_tnt_0b199d304a74f9c3d2003c36f68bbf95fa52d9983fd2275bdae66a61e23d49d5_spatial/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_tnt_0b199d304a74f9c3d2003c36f68bbf95fa52d9983fd2275bdae66a61e23d49d5_spatial",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video opens with a close-up shot of the Panther tank '501', focusing on its front-left side. The camera captures the detailed camouflage pattern, the number '501' on the turret, and the initial road wheels. The open hangar bay door is visible in the background, along with parts of other tanks lined up nearby.",
+    "20-40%: The camera begins a smooth horizontal pan to the right, circling the tank and revealing its side profile. As it moves, the camera tilts slightly upward to focus on the turret and gun barrel, then zooms out to provide a broader view of the tank's length and its position within the hangar. The background remains consistent, showing the open bay door and adjacent tanks.",
+    "40-60%: Continuing its circular motion, the camera moves toward the rear of the Panther tank, capturing the back panel and exhaust pipes. It then tilts downward to focus on the tracks and road wheels, zooming in for a detailed look at these components. The camera retraces part of its earlier path, revisiting the side and front views of the tank while maintaining spatial consistency with the environment.",
+    "60-80%: The camera completes its circle around the tank, returning to the front-left side. It zooms in again on the turret and gun barrel, emphasizing the number '501' and the intricate details of the tank's exterior. The open hangar door and other tanks in the background reappear, reinforcing the spatial context. The camera then begins to pull back, preparing for the final overview.",
+    "80-100%: In the final segment, the camera provides a panoramic view of the Panther tank '501' from multiple angles, summarizing the earlier detailed shots. It pans slowly around the tank once more, ensuring all key features are captured. The video concludes with a wide shot that encompasses the entire tank and its surroundings, leaving a lasting impression of the vehicle's imposing presence in the hangar."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_tnt_15d42cee734662bf8471fa3ead0266b2e0ffc015a980be20d4aee17b727c70e0_spatial/sample.json b/MBench-V-new/samples/environment/mem_tnt_15d42cee734662bf8471fa3ead0266b2e0ffc015a980be20d4aee17b727c70e0_spatial/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..bacb3a12be427cb67725867286affa82022a4bfe
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_tnt_15d42cee734662bf8471fa3ead0266b2e0ffc015a980be20d4aee17b727c70e0_spatial/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_tnt_15d42cee734662bf8471fa3ead0266b2e0ffc015a980be20d4aee17b727c70e0_spatial",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video opens with a sweeping view of the courtroom's audience area, showcasing the rows of wooden chairs with teal cushions and the red patterned carpet. The camera slowly pans upward, revealing the ornate ceiling with its detailed moldings and the central stained-glass dome. Key spatial anchors include the American flag near the judge's bench and the large windows with blinds along the walls.",
+    "20-40%: The camera continues its exploration by moving closer to the judge's bench and the jury box, capturing the rich woodwork and the formal setup of the courtroom. It then tilts upward to focus on the stained-glass dome, emphasizing its vibrant colors and intricate designs. The camera retraces its path, returning to the audience area and maintaining consistent lighting and object positions.",
+    "40-60%: As the video progresses, the camera moves horizontally around the courtroom, capturing different angles of the wooden furnishings and the architectural details. It revisits the stained-glass dome from various perspectives, highlighting the interplay of light and color. The camera also captures the re-entry of background elements, such as the windows and portraits, ensuring their consistent appearance.",
+    "60-80%: The focus shifts to the vertical perspective changes, with the camera looking directly up at the dome and then tilting down to show the courtroom floor. This transition is smooth, maintaining the spatial coherence of the environment. The video then moves to the side of the courtroom, capturing the jury box and the additional seating areas, before returning to the front of the room.",
+    "80-100%: In the final segment, the camera retraces its earlier paths, revisiting the audience area and the judge's bench. It captures the consistent positioning of the American flag and the portraits on the walls. The video concludes with a final view of the stained-glass dome, emphasizing its beauty and the overall grandeur of the courtroom."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_tnt_1a5e108074f33f006cf0feeaf343ca72253f8fe7be2d43c0a97e7c71026294f1_spatial/sample.json b/MBench-V-new/samples/environment/mem_tnt_1a5e108074f33f006cf0feeaf343ca72253f8fe7be2d43c0a97e7c71026294f1_spatial/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..17a30b35ff11f8fd0c8da0c7c0fb8de03a6defbb
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_tnt_1a5e108074f33f006cf0feeaf343ca72253f8fe7be2d43c0a97e7c71026294f1_spatial/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_tnt_1a5e108074f33f006cf0feeaf343ca72253f8fe7be2d43c0a97e7c71026294f1_spatial",
+  "subset": "environment",
+  "caption_segments": [
+    "The video opens with a close-up of the tank's front, focusing on the grille and identification plates. The camera slowly pans to the right, beginning to reveal the side profile of the tank and its tracks. The initial frames set the stage by establishing the tank as the primary subject within the hangar setting.",
+    "As the camera continues to move, it captures the side of the tank, highlighting the wheels and tracks in detail. The exploration progresses towards the rear of the tank, showcasing additional features such as storage compartments and mounted equipment. The background starts to become more visible, showing other tanks and military vehicles in the hangar.",
+    "The middle segment of the video focuses on the turret and main gun of the tank, providing a detailed view of the weapon system. The camera then moves along the mid-body of the tank, displaying the armor plating and various hatches. The consistent presence of the hangar environment with red beams and other vehicles in the background maintains the context of the setting.",
+    "The latter part of the video captures the rear and side views of the tank, emphasizing the intricate details of the tracks and wheels. The camera then returns to the front of the tank, completing the circular tour. The background remains filled with other military vehicles, reinforcing the museum or storage facility setting.",
+    "The video concludes with a wide shot of the tank within the hangar, surrounded by other military vehicles. The camera provides a final comprehensive view of the tank from different angles, ensuring that all key features are highlighted. The consistent focus on the tank and the detailed exploration of its components effectively convey the main subject's identity and features throughout the video."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_tnt_2114a5ba3a1cca5645c63f9019c21558f5c4f2573109913bf20b6c7ea56b1d3d_spatial/sample.json b/MBench-V-new/samples/environment/mem_tnt_2114a5ba3a1cca5645c63f9019c21558f5c4f2573109913bf20b6c7ea56b1d3d_spatial/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..128ed5bb780341ad494c25a4e730e7505eb0995a
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_tnt_2114a5ba3a1cca5645c63f9019c21558f5c4f2573109913bf20b6c7ea56b1d3d_spatial/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_tnt_2114a5ba3a1cca5645c63f9019c21558f5c4f2573109913bf20b6c7ea56b1d3d_spatial",
+  "subset": "environment",
+  "caption_segments": [
+    "The video opens with a sweeping view of the Herbert Maier Memorial Auditorium, focusing on the front entrance characterized by a series of tall, evenly spaced columns supporting a decorative balustrade. The camera slowly pans to the left, revealing the semi-circular stage area with its intricately designed dome ceiling. In the background, park elements such as trees and pathways are visible, framing the structure and adding depth to the scene. The lighting is soft, suggesting an overcast day, which enhances the textures of the stone architecture.",
+    "As the camera continues its movement, it shifts focus to the right side of the auditorium, capturing the continuation of the colonnade and the detailed balustrade. The perspective changes slightly, offering a closer look at the ornate carvings above the archway and the robustness of the columns. The camera then tilts upward, emphasizing the grandeur of the dome and the intricate patterns within it. Meanwhile, the park setting remains consistent, with trees and pathways subtly entering and exiting the frame, maintaining spatial continuity.",
+    "The middle section of the video delves deeper into the architectural details of the Herbert Maier Memorial Auditorium. The camera moves along the colonnade, providing close-up views of the columns' capitals and the textured surfaces of the stone. It then transitions to a lower perspective, looking up at the dome and capturing the interplay of light and shadow across its surface. The surrounding park elements, including benches and flowerbeds, are intermittently visible, reinforcing the connection between the building and its environment. The camera then begins to retrace its path, returning to earlier viewpoints to ensure spatial coherence.",
+    "In the fourth segment, the camera retraces its path around the auditorium, revisiting the front entrance and the semi-circular stage area. This time, however, the perspective is slightly altered, offering a fresh angle on the same features. The camera pans back to the left, capturing the colonnade once again and emphasizing the symmetry of the design. The background elements, such as the trees and pathways, reappear in the frame, maintaining the spatial relationship established earlier. The video then shifts focus to the steps leading up to the stage, highlighting their texture and the metal railings that flank them.",
+    "The final segment of the video provides a comprehensive overview of the Herbert Maier Memorial Auditorium, combining all the previously explored perspectives into a cohesive narrative. The camera moves smoothly around the building, capturing the full scope of its design and the surrounding park setting. It concludes with a wide shot that encompasses the entire structure, from the front entrance to the back colonnade, and includes the park elements that frame it. The lighting remains consistent throughout, ensuring a seamless transition between different parts of the video and reinforcing the spatial and environmental continuity."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_tnt_244802e503a003b212b2da2e7e2265cc15a97b19ec1933487096f94417132017_spatial/sample.json b/MBench-V-new/samples/environment/mem_tnt_244802e503a003b212b2da2e7e2265cc15a97b19ec1933487096f94417132017_spatial/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..b0b8a58a756b29907f35de01d4efdebfc0fe8c63
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_tnt_244802e503a003b212b2da2e7e2265cc15a97b19ec1933487096f94417132017_spatial/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_tnt_244802e503a003b212b2da2e7e2265cc15a97b19ec1933487096f94417132017_spatial",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video opens with a frontal view of the bronze statue of a seated man reading, situated on a circular stone base. The camera captures the statue's intricate details, with the lush green lawn, vibrant flowerbeds, and a beige building with arched windows forming a picturesque background. The lighting is bright and consistent, emphasizing the serene garden setting.",
+    "20-40%: The camera begins its horizontal orbit around the statue, smoothly transitioning from the frontal view to side angles. As it moves, the statue's back and side profiles become visible, revealing more of its sculptural form. The surrounding garden elements, including the flowerbeds and distant building, remain consistent, providing a stable backdrop for the dynamic camera movement.",
+    "40-60%: Continuing its orbit, the camera captures the statue from various angles, including close-ups of its seated posture and the book it holds. The circular stone base and the shallow pool of water around it are prominently featured. The camera's movement is fluid, maintaining a steady pace as it explores the statue's details while keeping the background elements in view.",
+    "60-80%: The camera completes its first full orbit around the statue, returning to a perspective similar to the initial frontal shot. It then begins to retrace its path, revisiting previously shown angles and viewpoints. This retracing emphasizes the loop-like nature of the camera movement, reinforcing spatial coherence and allowing viewers to recognize familiar elements within the scene.",
+    "80-100%: In the final segment, the camera continues its horizontal exploration, circling the statue once more. It captures the statue from a variety of angles, including close-ups of its facial features and the texture of its clothing. The surrounding garden, with its green lawn, flowerbeds, and distant building, remains a constant presence, providing a cohesive and immersive visual experience."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_tnt_347b192573971cc541124018fe08d0198d80de2b7133ef1be6bf93a51771450e_spatial/sample.json b/MBench-V-new/samples/environment/mem_tnt_347b192573971cc541124018fe08d0198d80de2b7133ef1be6bf93a51771450e_spatial/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..ec66bac98698242c893fe33e24c108cba0d6c4b9
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_tnt_347b192573971cc541124018fe08d0198d80de2b7133ef1be6bf93a51771450e_spatial/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_tnt_347b192573971cc541124018fe08d0198d80de2b7133ef1be6bf93a51771450e_spatial",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video opens with a close-up shot of the bronze horse statue from its front-left side. The statue is captured in a rearing pose, with its front legs lifted and mane flowing backward. The background features a neatly trimmed lawn, several young trees, and a building with a red-tiled roof and large windows. The lighting is soft, suggesting late afternoon, and the camera begins its slow, circular movement around the statue.",
+    "20-40%: As the camera continues its orbit, it moves from the front-left toward the rear of the statue, revealing more of the surrounding plaza. The background now includes a street with parked cars and pedestrians walking along the sidewalk. A tall palm tree becomes visible on the right side of the frame, adding to the tropical ambiance. The camera maintains a steady pace, keeping the statue centered while gradually shifting the viewer's perspective.",
+    "40-60%: The camera reaches the rear of the statue, providing a clear view of its powerful hindquarters and flowing tail. The background now prominently features a modern building with large glass windows and a sloped roof. The transition from the natural elements (trees and grass) to the architectural structures is smooth, with the camera continuing its circular path without abrupt changes in angle or focus.",
+    "60-80%: Moving further around the statue, the camera shifts to the right side, capturing the horse's profile as it faces away from the viewer. The background now includes a streetlamp and a glimpse of the street with moving cars. The camera’s movement remains fluid, maintaining a consistent distance from the statue while gradually revealing new elements of the environment, such as additional palm trees and a parking lot in the distance.",
+    "80-100%: In the final segment, the camera returns to the front-left side of the statue, completing the full circular orbit. The background once again features the building with arched windows and the neatly maintained lawn. The lighting remains consistent, with the soft glow of late afternoon sunlight highlighting the statue's details. The video concludes by reinforcing the spatial continuity established at the beginning, with all key elements reappearing in their expected positions."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_tnt_4917553f77bf46830cbc3ef9a6f6aea706f13c0938c5c828ae6670bf79045857_spatial/sample.json b/MBench-V-new/samples/environment/mem_tnt_4917553f77bf46830cbc3ef9a6f6aea706f13c0938c5c828ae6670bf79045857_spatial/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..fb9d54a765c46444c198f4381bcf063c4ea71213
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_tnt_4917553f77bf46830cbc3ef9a6f6aea706f13c0938c5c828ae6670bf79045857_spatial/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_tnt_4917553f77bf46830cbc3ef9a6f6aea706f13c0938c5c828ae6670bf79045857_spatial",
+  "subset": "environment",
+  "caption_segments": [
+    "The video opens with a static wide shot of the Santa Cruz Surfing Museum lighthouse, showcasing its red brick facade, barred windows, and the American flag prominently displayed on a tall pole. The camera begins a slow horizontal pan to the left, gradually revealing more of the building's side and the adjacent wooden benches. As the pan continues, the flagpole momentarily obstructs the view before clearing, allowing the camera to capture the full height of the lighthouse and its white lantern room at the top.",
+    "Transitioning into the second segment, the camera tilts upward, focusing on the upper portion of the lighthouse to highlight the intricate details of the lantern room and the solar panels mounted on the roof. The American flag flutters in the breeze, adding a dynamic element to the otherwise static shot. After a brief zoom-in on the flag and lantern room, the camera pans downward, retracing its path along the side of the building and passing by the parked cars in the background parking lot.",
+    "In the third segment, the camera returns to the ground level, circling around the base of the lighthouse once more. This time, it focuses on the museum entrance, where a sign reading 'Santa Cruz Surfing Museum' is clearly visible. The camera then pans to the left, revealing a small tree growing against the brick wall and casting shadows on the building. As the pan continues, the viewer is treated to a series of close-up shots of the lighthouse's architectural details, including the barred windows and decorative trim.",
+    "Moving into the fourth segment, the camera shifts its focus to the right side of the lighthouse, capturing the expansive coastal view with the ocean stretching to the horizon. The American flag remains a constant presence, waving gently in the breeze. The camera then tilts downward, following the line of the building's roofline and capturing the solar panels installed on the sloped roof. As the tilt concludes, the camera pans back to the left, returning to the front of the lighthouse and the museum entrance.",
+    "In the final segment, the camera performs a sweeping pan around the entire circumference of the lighthouse, offering a complete 360-degree view of the structure. The sun casts long shadows across the building, emphasizing its texture and depth. The video concludes with a zoomed-out shot that encompasses the entire lighthouse, the American flag, and the surrounding environment, providing a satisfying sense of closure and spatial coherence."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_tnt_5817f81eddb995fc6004532115c631a2eba651d7af9e085afc3210a19e0e1904_spatial/sample.json b/MBench-V-new/samples/environment/mem_tnt_5817f81eddb995fc6004532115c631a2eba651d7af9e085afc3210a19e0e1904_spatial/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..75bf0d065f7910129a96533ac901c9738b5ea608
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_tnt_5817f81eddb995fc6004532115c631a2eba651d7af9e085afc3210a19e0e1904_spatial/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_tnt_5817f81eddb995fc6004532115c631a2eba651d7af9e085afc3210a19e0e1904_spatial",
+  "subset": "environment",
+  "caption_segments": [
+    "The video opens with a sweeping view of the banquet hall, highlighting the wooden truss ceiling with its intricate beams and ornate chandeliers. The camera then moves to the right, revealing the buffet table adorned with silver chafing dishes and decorative lanterns, while also capturing the large windows and glass doors leading to the Pacific Terrace. The scene transitions smoothly as the camera begins to retrace its path, returning to the left side of the room near the glass doors, where the spatial consistency of the white pillars and potted plants is maintained.",
+    "As the video progresses, the camera continues its journey through the banquet hall, focusing on the detailed architecture of the ceiling and the evenly spaced chandeliers. The middle portion of the video revisits the buffet area, emphasizing the decorative elements and the spatial coherence of the environment. The camera then moves back toward the left side of the room, capturing the glass doors and the outdoor terrace, ensuring that the spatial relationships between objects remain consistent.",
+    "In the third segment, the camera tilts upward to showcase the ceiling's wooden beams and the intricate design of the chandeliers, providing a detailed view of the room's upper structure. The video then transitions to a broader perspective, capturing the entire banquet hall from a new angle, highlighting the rows of green chairs and the tables set for an event. The final segment returns to the buffet area, reinforcing the spatial consistency of the environment before concluding with a panoramic view of the entire room.",
+    "The fourth segment of the video focuses on the left side of the banquet hall, near the glass doors leading to the Pacific Terrace. The camera captures the white pillars and potted plants, ensuring that these elements remain consistent with their earlier appearances. The video then moves back toward the center of the room, revisiting the area around the pillars and chandeliers, and finally tilts upward to emphasize the ceiling's architectural details once more.",
+    "Toward the end of the video, the camera pans across the banquet hall, capturing the rows of green chairs and the tables set for an event. The video concludes with a final sweep of the room, highlighting the wooden ceiling beams and chandeliers, and ensuring that all spatial relationships and environmental cues remain consistent throughout the entire exploration."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_tnt_5c230d78880b8c91f83954320759a4299ec025506ae677331c26e6220c455d3f_spatial/sample.json b/MBench-V-new/samples/environment/mem_tnt_5c230d78880b8c91f83954320759a4299ec025506ae677331c26e6220c455d3f_spatial/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..22b9e49ffa570c1f721e4c87f663c7802d55bba9
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_tnt_5c230d78880b8c91f83954320759a4299ec025506ae677331c26e6220c455d3f_spatial/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_tnt_5c230d78880b8c91f83954320759a4299ec025506ae677331c26e6220c455d3f_spatial",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video opens with a frontal view of the bronze family statue, showcasing its detailed craftsmanship and the inscription on its base. The surrounding area features a circular brick plaza, wooden benches, and a prominent palm tree, with a modern building visible in the background.",
+    "20-40%: The camera begins a slow horizontal pan to the right, revealing the side profile of the statue and providing a view of the wooden benches and greenery encircling the plaza. The background remains consistent, with the building and palm tree staying in frame.",
+    "40-60%: Continuing the pan, the camera moves further around the statue, capturing its rear view and emphasizing the flowing drapery of the figures' garments. The plaza's circular design and the evenly spaced benches become more apparent as the camera explores different perspectives.",
+    "60-80%: The camera starts to retrace its path, moving back toward the initial frontal view of the statue. It zooms in slightly to focus on the faces and hands of the figures, highlighting their emotional expressions before pulling back to a wider shot.",
+    "80-100%: In the final segment, the camera completes its near 360-degree loop, revisiting the original framing of the statue. It captures the full composition once more, ensuring that all spatial elements, including the plaza, benches, and background structures, remain visually consistent and coherent."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_tnt_6893f40dcebdc2fdddd025f89a8cfc754e4fbf4ce16d161f17af92a103b60bfc_spatial/sample.json b/MBench-V-new/samples/environment/mem_tnt_6893f40dcebdc2fdddd025f89a8cfc754e4fbf4ce16d161f17af92a103b60bfc_spatial/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..3d85b831f1ecd2c91b180457372dca855eae6c70
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_tnt_6893f40dcebdc2fdddd025f89a8cfc754e4fbf4ce16d161f17af92a103b60bfc_spatial/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_tnt_6893f40dcebdc2fdddd025f89a8cfc754e4fbf4ce16d161f17af92a103b60bfc_spatial",
+  "subset": "environment",
+  "caption_segments": [
+    "The camera starts its journey by moving forward along the central aisle of the auditorium, capturing the rows of beige patterned seats and the stage at the far end. The initial view highlights the symmetrical layout and the lighting fixtures on the ceiling, setting the stage for the exploration of the space.",
+    "As the camera continues its forward movement, it passes by the rows of seats, providing a closer look at the individual chairs and their arrangement. The stage area becomes more prominent, with the large screen and podium visible. The camera's steady pace allows for a detailed observation of the auditorium's interior design and features.",
+    "The camera reaches the stage area, offering a comprehensive view of the front of the auditorium. The large screen and podium are clearly visible, and the camera captures the details of the stage setup. The lighting fixtures on the ceiling are also in focus, emphasizing the well-lit environment of the auditorium.",
+    "Having reached the stage, the camera begins its reverse journey, retracing its path back along the central aisle. The movement is smooth and consistent, capturing the same details of the seating arrangement and lighting fixtures as it moves backward. The stage area is revisited, providing a familiar perspective of the front of the auditorium.",
+    "The camera continues its backward journey, passing by the rows of seats once again. The symmetrical layout and lighting fixtures are captured in detail, ensuring a seamless transition back to the starting point. The final part of this segment shows the camera approaching the entrance, with the familiar view of the stage and seating arrangement coming into focus."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_tnt_79b74782cc704f9e6608549e44015e34d5768e8cc047db690a788b827e84f6de_spatial/sample.json b/MBench-V-new/samples/environment/mem_tnt_79b74782cc704f9e6608549e44015e34d5768e8cc047db690a788b827e84f6de_spatial/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..c8abcac8035e4b32aa2d46a429818d743303923f
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_tnt_79b74782cc704f9e6608549e44015e34d5768e8cc047db690a788b827e84f6de_spatial/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_tnt_79b74782cc704f9e6608549e44015e34d5768e8cc047db690a788b827e84f6de_spatial",
+  "subset": "environment",
+  "caption_segments": [
+    "The camera starts with a leftward pan, focusing on the initial playground equipment such as slides and climbing frames. Residential houses and tall trees form the background, while a pathway and rocks are visible in the foreground.",
+    "As the pan continues, the camera moves past the central play structure, revealing more of the playground's layout. Additional seating areas and a broader view of the surrounding greenery come into focus.",
+    "The camera then shifts to capture the right side of the playground, showing more benches and a glimpse of the park beyond. The pan begins to curve back towards the starting point, maintaining a smooth and continuous motion.",
+    "Approaching the end of the loop, the camera focuses on the outer edges of the playground, including more seating options and a clear view of the adjacent park area. The transition back to the starting point begins, ensuring a seamless return to the original framing.",
+    "Finally, the camera completes the horizontal pan, returning to the initial framing. The entire sequence showcases the playground from multiple angles, with a smooth and continuous motion that highlights both the equipment and the surrounding environment."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_tnt_8565d4650361a97103a6970031ff0e8a23c498d1dde1b985a664d1151c99aed0_spatial/sample.json b/MBench-V-new/samples/environment/mem_tnt_8565d4650361a97103a6970031ff0e8a23c498d1dde1b985a664d1151c99aed0_spatial/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..137161067ef3f209ab50950168276de25439403e
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_tnt_8565d4650361a97103a6970031ff0e8a23c498d1dde1b985a664d1151c99aed0_spatial/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_tnt_8565d4650361a97103a6970031ff0e8a23c498d1dde1b985a664d1151c99aed0_spatial",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video begins with a panoramic view of the church's main nave, capturing the rows of wooden pews and the ornate altar at the far end. The camera slowly pans across the space, highlighting the arched side walls and doorways adorned with religious paintings and statues. The initial focus is on establishing the overall layout and grandeur of the church interior.",
+    "20-40%: The camera then tilts upward to showcase the intricately painted ceiling frescoes and the elegant chandeliers hanging from the ceiling. This segment emphasizes the vertical perspective and the detailed artwork above. The camera also captures the side altars and balconies, providing a sense of the church's depth and complexity.",
+    "40-60%: Moving forward, the video focuses on the altar area, offering close-up views of the golden decorations, religious icons, and candles. The camera explores the altar from different angles, highlighting the craftsmanship and spiritual significance of the space. The segment also includes a brief return to the main nave, reinforcing the spatial continuity.",
+    "60-80%: The exploration continues with a detailed examination of the arched side walls and doorways, capturing the symmetry and architectural beauty of the church. The camera pans along these walls, revealing additional religious paintings and statues. This segment also includes a revisit to the altar area, ensuring that the viewer has a comprehensive understanding of the space.",
+    "80-100%: Toward the end, the video provides a final overview of the church interior, combining wide shots of the main nave with close-ups of key features like the altar and ceiling frescoes. The camera retraces its path, ensuring that all previously seen elements are depicted consistently. The video concludes with a sweeping view of the entire church, leaving the viewer with a lasting impression of its grandeur and spiritual atmosphere."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_tnt_88d372e8fdd3bf9ff3f3165e627d8e178998fc2481c48402178bda80a087ad21_spatial/sample.json b/MBench-V-new/samples/environment/mem_tnt_88d372e8fdd3bf9ff3f3165e627d8e178998fc2481c48402178bda80a087ad21_spatial/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..2e175b2432d8707f95c8e1fd99954da54aed80e0
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_tnt_88d372e8fdd3bf9ff3f3165e627d8e178998fc2481c48402178bda80a087ad21_spatial/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_tnt_88d372e8fdd3bf9ff3f3165e627d8e178998fc2481c48402178bda80a087ad21_spatial",
+  "subset": "environment",
+  "caption_segments": [
+    "The video opens with a close-up of the front-left side of the yellow Caterpillar 950F wheel loader, showcasing its large bucket and rugged tires. The camera begins a smooth horizontal movement, starting to circle the loader while maintaining a consistent distance. The initial focus is on the front, gradually transitioning to the side as the camera orbits. The background features dry grass, green trees, and a dead tree stump on the right, which become part of the frame as the camera moves.",
+    "As the camera continues its orbit, it shifts to a higher vertical perspective, capturing the top of the loader's cab and then tilting down to focus on the large rear tires and the exhaust stack. The zooming in and out becomes more noticeable, with the camera moving closer to highlight details like the bucket's teeth and the tire treads. The background elements, including the green trees and distant hills, remain visible, entering and exiting the frame as the camera explores different angles.",
+    "The camera then moves to the rear of the loader, providing a clear view of the side decals and mechanical components. It tilts up to show the top of the cab and then down to emphasize the large rear tires and the exhaust stack. The zooming in and out continues, with close-ups of the loader's side features and the bucket. The background remains consistent, with the green trees and distant hills providing a stable environment as the camera re-enters familiar angles and perspectives.",
+    "In the next segment, the camera completes its orbit by moving back towards the front of the loader, now focusing on the front-right side. The vertical perspective shifts again, with the camera tilting up to capture the top of the cab and then down to emphasize the front tires and the bucket. The zooming in and out becomes more pronounced, with close-ups of the bucket's teeth and the tire treads. The background remains consistent, with the green trees and distant hills providing a stable environment as the camera re-enters familiar angles and perspectives.",
+    "The video concludes with the camera returning to the front-left view of the loader, mirroring the initial shot. The final scenes include a few more zoom-ins on the bucket and wheels, reinforcing the detailed examination of the loader's features. The camera then pulls back to a wide shot, showing the entire machine in the context of the dry field, with the dead tree stump and trees in the background. The video ends with a steady, comprehensive view of the loader, ensuring all spatial and environmental elements are consistently represented."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_tnt_99869de4c05e3f558d74b51a7ffed9b1aab2f51cfc1e302f4be78756ea77b85b_spatial/sample.json b/MBench-V-new/samples/environment/mem_tnt_99869de4c05e3f558d74b51a7ffed9b1aab2f51cfc1e302f4be78756ea77b85b_spatial/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..ad6c962c494bc595bc847cc232e6db6238a2803f
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_tnt_99869de4c05e3f558d74b51a7ffed9b1aab2f51cfc1e302f4be78756ea77b85b_spatial/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_tnt_99869de4c05e3f558d74b51a7ffed9b1aab2f51cfc1e302f4be78756ea77b85b_spatial",
+  "subset": "environment",
+  "caption_segments": [
+    "The video opens with a side view of a beige building with a dark gray roof, showcasing a small overhang and a window with green shutters. The camera begins its horizontal pan, revealing a gravel area with concrete picnic tables and a young tree, set against a backdrop of green grass and trees.",
+    "As the camera continues its pan, it moves around the building, capturing a garage door covered by a lattice panel and a brown door next to it. The surrounding area includes more greenery and residential houses in the distance, maintaining a consistent park-like atmosphere.",
+    "The pan progresses to show the front of the building, which features an open section with two restroom doors marked by signage. The structure is supported by wooden beams under a gabled roof. The camera smoothly transitions, keeping the background elements aligned and unchanged.",
+    "The camera continues its horizontal loop, moving past the lattice-covered garage door and the brown door, providing a comprehensive view of the building's exterior. The surrounding greenery and distant houses remain visible, contributing to the serene park setting.",
+    "Finally, the camera completes its 360-degree pan, returning to the initial viewpoint of the building's side. The seamless loop ensures that the starting and ending frames are identical, with no noticeable drift or misalignment in the background objects, effectively demonstrating precise camera motion tracking."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_tnt_a4764f2ff7a08c7d8dae83b3891516592f4b7eb732e6e4e645a235b8aa04138f_spatial/sample.json b/MBench-V-new/samples/environment/mem_tnt_a4764f2ff7a08c7d8dae83b3891516592f4b7eb732e6e4e645a235b8aa04138f_spatial/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..d43a28404b45cbb9e2958b0e518c0578b9b997ba
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_tnt_a4764f2ff7a08c7d8dae83b3891516592f4b7eb732e6e4e645a235b8aa04138f_spatial/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_tnt_a4764f2ff7a08c7d8dae83b3891516592f4b7eb732e6e4e645a235b8aa04138f_spatial",
+  "subset": "environment",
+  "caption_segments": [
+    "The video opens with a close-up view of the monument's base, highlighting the intricate stonework and the paved path surrounding it. The camera then begins a slow upward tilt, gradually revealing the seated bronze statue within the arched structure. During this initial phase, the background includes tall trees and a modern angular building to the left, which remain partially visible.",
+    "As the camera continues its movement, it starts a horizontal pan around the monument, capturing it from various angles. The pan is smooth and systematic, ensuring that the monument remains the central focus while the background elements, such as the trees and the modern building, stay consistently framed. The camera maintains a steady pace, allowing viewers to appreciate the monument's details from multiple perspectives.",
+    "During the middle portion of the video, the camera continues its horizontal pan, now focusing more on the middle section of the monument. The seated bronze statue is prominently featured, and the camera occasionally tilts to provide closer views of the inscriptions on the base. The background remains stable, with the trees and modern building consistently visible as the camera moves around the monument.",
+    "In the latter part of the video, the camera begins to tilt upward, focusing on the upper portion of the monument. This shift in perspective reveals the statues at the apex, adding a new layer of detail to the scene. The background elements, including the trees and the modern building, re-enter the frame as the camera completes its loop, maintaining spatial coherence. The lighting and positioning of these elements are preserved, ensuring a seamless transition between different angles.",
+    "Toward the end, the camera continues its horizontal pan, revisiting earlier viewpoints to complete the loop. The focus returns to the base of the monument, with the camera tilting downward to capture the detailed stonework once again. The background elements, such as the trees and the modern building, remain consistently visible, providing a sense of continuity. The video concludes with a final view of the monument from a slightly elevated angle, emphasizing its grandeur and the surrounding park environment."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_tnt_a5630370d7039c78cc822dbd17a967711be3632bd2cdb43519eab8c2fa876144_spatial/sample.json b/MBench-V-new/samples/environment/mem_tnt_a5630370d7039c78cc822dbd17a967711be3632bd2cdb43519eab8c2fa876144_spatial/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..25864607ea5bdf0b3fadfa72e9cb578b85b6ed26
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_tnt_a5630370d7039c78cc822dbd17a967711be3632bd2cdb43519eab8c2fa876144_spatial/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_tnt_a5630370d7039c78cc822dbd17a967711be3632bd2cdb43519eab8c2fa876144_spatial",
+  "subset": "environment",
+  "caption_segments": [
+    "The video opens with a view of the left side of the room, featuring long tables with distinctive S-shaped tops and dark wooden chairs. The camera begins its smooth horizontal pan, moving towards the back of the room and capturing the ornate ceiling with its intricate geometric patterns and modern spherical pendant lights. The large arched windows with light-colored curtains are also visible, allowing natural light to filter into the space.",
+    "As the camera continues its pan, it moves past the fireplace, which is adorned with golden accents and set against the dark wood paneling. The focus shifts to the right side of the room, showcasing the arched doorways and additional seating arrangements, including round tables with matching chairs. The interplay of light from the windows and the pendant lights creates a warm ambiance throughout the room.",
+    "The pan progresses further, capturing the middle section of the room with its symmetrical layout of tables and chairs. The camera then moves towards the far end of the room, highlighting the consistent design elements such as the patterned carpet, dark wood paneling, and arched windows. The focus returns to the left side, bringing the viewer back to the initial tables and chairs.",
+    "The camera continues its seamless loop, moving past the fireplace once again and focusing on the right side of the room. The detailed woodwork and arched doorways are emphasized, along with the decorative elements like the golden wall sconces and modern pendant lights. The pan ensures that all angles of the room are captured, maintaining a smooth and continuous motion.",
+    "In the final segment, the camera completes its 360-degree pan by returning to the original starting point on the left side of the room. The entire sequence showcases the elegance and symmetry of the space, with the camera capturing every detail from multiple perspectives before settling back at the beginning, demonstrating excellent loop memory and alignment."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_tnt_bb7e1def1dc7dfb3ce3a3d0aae0af412104bb820faaf0a5617451bd6d147bf1a_spatial/sample.json b/MBench-V-new/samples/environment/mem_tnt_bb7e1def1dc7dfb3ce3a3d0aae0af412104bb820faaf0a5617451bd6d147bf1a_spatial/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..a4f576f2795c0ff89b46468b642a2dabc114f3bf
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_tnt_bb7e1def1dc7dfb3ce3a3d0aae0af412104bb820faaf0a5617451bd6d147bf1a_spatial/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_tnt_bb7e1def1dc7dfb3ce3a3d0aae0af412104bb820faaf0a5617451bd6d147bf1a_spatial",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video opens with a close-up view of the front of the green Western Pacific locomotive, number 713. The camera slowly pans to the left, revealing the orange safety railings and steps leading up to the locomotive's cabin. The 'WESTERN PACIFIC' lettering is prominently displayed on the side. The background shows a hilly green landscape under a clear blue sky, with a blue locomotive visible in the distance.",
+    "20-40%: As the camera continues its circular movement, it tilts upwards to capture the roof of the locomotive, showcasing its vents and other features. It then tilts downwards to focus on the wheels and undercarriage, highlighting the mechanical details. The camera moves along the side of the locomotive, providing a full view of its length and the surrounding railway yard, which includes various equipment and another blue locomotive in the background.",
+    "40-60%: The camera completes its circle around the locomotive, returning to the front view. It then begins to move towards the rear, capturing the back of the locomotive and the coupling mechanism. The orange traffic cones near the tracks are visible, and the camera continues to tilt and pan, ensuring all angles of the locomotive are shown. The background remains consistent with the hilly landscape and clear sky.",
+    "60-80%: The camera retraces its path along the side of the locomotive, moving back towards the front. It captures the same details as before, including the orange railings, steps, and the 'WESTERN PACIFIC' lettering. The camera then circles back to the front, providing a final comprehensive view of the locomotive from this angle. The background elements, such as the hills and blue sky, re-enter the frame consistently.",
+    "80-100%: In the final segment, the camera continues to explore the locomotive from various angles, focusing on the front and side views. It captures the intricate details of the locomotive's structure, including the wheels, undercarriage, and safety features. The video concludes with a wide shot of the locomotive, emphasizing its position in the railway yard and the surrounding environment, maintaining spatial consistency and coherence throughout."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_tnt_c377e6c6722ada96fe40ab147f9fee05963e9cc40b9e6cdc51dd48e788f2e0d1_spatial/sample.json b/MBench-V-new/samples/environment/mem_tnt_c377e6c6722ada96fe40ab147f9fee05963e9cc40b9e6cdc51dd48e788f2e0d1_spatial/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..7644217e69239ded58862b0bc7f3d7a789cb996d
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_tnt_c377e6c6722ada96fe40ab147f9fee05963e9cc40b9e6cdc51dd48e788f2e0d1_spatial/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_tnt_c377e6c6722ada96fe40ab147f9fee05963e9cc40b9e6cdc51dd48e788f2e0d1_spatial",
+  "subset": "environment",
+  "caption_segments": [
+    "0-20%: The video opens with a close-up of the truck's rear, showcasing its wooden bed and turquoise body. The camera begins a slow pan to the left, revealing the side profile of the truck and the 'San Pedro Square Market' logo. Background elements like yellow umbrellas and a street sign for 'St John' are visible.",
+    "20-40%: The camera continues its movement, circling the truck toward the front. The front grille and headlights come into view, while the background shifts to show more of the outdoor seating area and trees. The camera then starts retracing its path back toward the rear of the truck.",
+    "40-60%: As the camera orbits back around the rear of the truck, it captures the same details seen earlier, such as the wooden bed and weathered paint. The background elements, including the yellow umbrellas and street sign, re-enter the frame as the camera moves. The truck remains stationary throughout.",
+    "60-80%: The camera completes its orbit and returns to the front of the truck, providing a clear view of the grille and headlights. The background now includes a mix of the outdoor seating area and the street beyond. The camera then begins to pan back toward the side of the truck.",
+    "80-100%: The final segment shows the camera circling back to the side of the truck, mirroring the opening shot. The video concludes with a full view of the truck's side, emphasizing its vintage design and the surrounding urban environment, including the sidewalk, trees, and nearby buildings."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_tnt_d44bf0fee21c2dfd0bb99b5c4e938ca645a4153733bb0df1169fa482f41ba0ef_spatial/sample.json b/MBench-V-new/samples/environment/mem_tnt_d44bf0fee21c2dfd0bb99b5c4e938ca645a4153733bb0df1169fa482f41ba0ef_spatial/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..7f26bca6973747ca9393186650b8f499b399948f
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_tnt_d44bf0fee21c2dfd0bb99b5c4e938ca645a4153733bb0df1169fa482f41ba0ef_spatial/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_tnt_d44bf0fee21c2dfd0bb99b5c4e938ca645a4153733bb0df1169fa482f41ba0ef_spatial",
+  "subset": "environment",
+  "caption_segments": [
+    "The video opens with a wide shot of the Palace of Fine Arts, showcasing its domed structure and the reflective pond in the foreground. A bird flies across the clear blue sky, adding a sense of tranquility. The camera begins a slow horizontal pan to the right, revealing more of the surrounding greenery and the colonnade extending along the pond. As the pan progresses, the focus remains on the overall composition, with the pond reflecting the building and the sky.",
+    "As the camera continues its pan, it moves further along the pond's edge, capturing the intricate details of the columns and arches. The perspective shifts slightly, offering a closer view of the sculptural reliefs and the texture of the stone. The camera then starts to circle back toward the left side of the structure, maintaining a consistent distance from the building. The background re-enters the frame, with trees and distant structures becoming visible again.",
+    "The camera retraces its path along the pond, revisiting the left side of the Palace of Fine Arts. This segment features a mix of wide shots and close-ups, alternating between the grandeur of the entire structure and the fine details of the architecture. The pond's surface reflects the building, creating a mirror-like effect. Fountain jets appear in the water, adding a dynamic element to the scene. The camera then begins to tilt upward, looking up at the towering columns and the ornate ceiling patterns.",
+    "The video transitions to a series of vertical perspective shifts, with the camera looking up at the towering columns and the intricate ceiling designs. Close-up shots highlight the detailed carvings and sculptures adorning the arches and columns. The camera then pans downward, capturing the base of the columns and the surrounding greenery. The background elements, such as trees and distant buildings, re-enter the frame, maintaining visual consistency. The camera continues to circle the structure, revisiting earlier viewpoints and emphasizing the symmetry and balance of the design.",
+    "In the final segment, the camera completes its loop around the Palace of Fine Arts, returning to the initial viewpoint. The video captures a panoramic view of the entire structure, integrating all previously explored spatial elements. The pond reflects the building, and the surrounding greenery frames the scene beautifully. The video concludes with a wide shot that highlights the harmonious blend of architecture and nature, providing a comprehensive overview of the Palace of Fine Arts."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/environment/mem_tnt_f407eca1d989587c5c350fce42156c235b6e17dedc08c1013fa739d1088d83f2_spatial/sample.json b/MBench-V-new/samples/environment/mem_tnt_f407eca1d989587c5c350fce42156c235b6e17dedc08c1013fa739d1088d83f2_spatial/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..ad5c3708b87d9826cbe1ccc4603b2dad314e262b
--- /dev/null
+++ b/MBench-V-new/samples/environment/mem_tnt_f407eca1d989587c5c350fce42156c235b6e17dedc08c1013fa739d1088d83f2_spatial/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_tnt_f407eca1d989587c5c350fce42156c235b6e17dedc08c1013fa739d1088d83f2_spatial",
+  "subset": "environment",
+  "caption_segments": [
+    "The video opens with a horizontal pan around the rotunda's base, focusing on the marble columns and mosaic floor patterns. The camera begins its ascent, capturing the initial views of the stained-glass dome from a low angle, emphasizing the geometric designs and vibrant colors. As the pan continues, the viewer is introduced to the upper levels, where the ornate balcony railings and wall sconces come into view, setting the stage for the detailed exploration of the dome's architecture.",
+    "In the second segment, the camera continues its upward movement, offering closer views of the stained-glass dome from various vertical perspectives. The intricate patterns and interplay of light become more pronounced as the camera moves higher. The scene transitions back to the ground level, retracing the path past the historical murals and ornate balcony railings, ensuring consistent alignment and orientation of these elements. The segment concludes with a smooth descent, preparing the viewer for the next phase of the exploration.",
+    "The third segment focuses on the detailed examination of the stained-glass dome from multiple angles, highlighting its elaborate designs and vibrant colors. The camera then descends back to the ground level, retracing the path past the murals and railings, ensuring consistent spatial relationships and lighting effects. The segment ends with a loop back to earlier viewpoints, particularly focusing on the interplay between the dome's patterns and the floor's geometry, while smoothly transitioning between different elevations.",
+    "As the video progresses, the camera revisits earlier angles, particularly focusing on the interplay between the dome's patterns and the floor's geometry. The ascent to the dome's upper levels offers new perspectives, capturing the intricate designs and vibrant colors from various vertical angles. The descent back to the ground level retraces the path past the murals and railings, ensuring consistent alignment and orientation of these elements. The segment concludes with a smooth transition back to the initial viewpoints, reinforcing the cohesive exploration of the rotunda's interior.",
+    "The final segment revisits the rotunda's lower level, with a horizontal pan around the marble columns and mosaic floor, reinforcing the spatial coherence established earlier. The camera ascends once more to explore the stained-glass dome from multiple angles, capturing its vibrant colors and intricate designs. The video concludes with a smooth descent back to the ground level, retracing the path past the murals and railings, ensuring consistent alignment and orientation of these elements. The sequence loops back to the starting viewpoint, providing a comprehensive and cohesive exploration of the rotunda's interior architecture."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_00f63be129cb6559870673df562fa626/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_00f63be129cb6559870673df562fa626/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..bd8cb1b15a51adcaaf4ead233c4e739330704f2f
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_00f63be129cb6559870673df562fa626/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_00f63be129cb6559870673df562fa626",
+  "subset": "human",
+  "caption_segments": [
+    "A person stands in the storage area, wearing a navy-blue hoodie with white drawstrings, faded jeans, and worn black sneakers. Their dark hair falls loosely past their shoulders, partially obscuring one ear. They carry a red canvas tote bag slung over one shoulder, its strap slightly frayed. The scene is still, lit evenly by overhead fluorescent lights.",
+    "The person turns slowly to the left, stepping forward toward the corner where tile meets carpet. Their movements are deliberate, the tote bag swinging gently with each step. One foot crosses the threshold of the dark carpet as they begin to disappear behind the wooden shelf’s edge.",
+    "The storage area remains quiet and unchanged. The open box reveals stacked vinyl records labeled \"LETTER SIZE,\" while the pink object glows faintly in another container. The green bin sits motionless on the right, and the white tiles reflect the steady artificial light. No trace of the person remains.",
+    "From the same corner, a figure begins to reappear—first the tip of the navy-blue hoodie, then the edge of the red tote bag. The person emerges cautiously, one foot stepping onto the tile, their silhouette framed by the shadowed curve of the shelf.",
+    "The person stands fully in view again, exactly as before: navy-blue hoodie, white drawstrings, faded jeans, black sneakers, dark hair falling past the shoulders, red tote bag over one shoulder. They pause, motionless, facing forward, the scene identical to the first moment."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_0391393396ef5ba1c50fce444003a632/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_0391393396ef5ba1c50fce444003a632/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..b684bd42d49533721a355caa6f666ad05b698439
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_0391393396ef5ba1c50fce444003a632/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_0391393396ef5ba1c50fce444003a632",
+  "subset": "human",
+  "caption_segments": [
+    "A dimly lit urban street from the early 20th century unfolds, with brick buildings and awnings casting long shadows. In the foreground, a man stands facing away, wearing a dark gray fedora, a high-collared dark overcoat, and sturdy boots. His posture is upright, exuding authority. To his right, another man in a light gray pinstriped suit, white shirt, dark tie, and matching fedora stares forward with a serious expression.",
+    "The man in the dark overcoat begins to walk steadily toward the left edge of the frame, his shoulders squared and movements deliberate. His fedora casts a shadow over his neck as he moves, the overcoat brushing against his legs. He is partially visible, his form fading into the alley’s gloom as he approaches the edge.",
+    "The figure has fully exited the frame, leaving only the tense atmosphere behind. The vintage black police car remains parked under the streetlamp, its \"POLICE\" insignia faintly glowing. The second man stands motionless, eyes fixed ahead. Brick walls, awnings, and a distant officer near the left edge anchor the scene in quiet suspense.",
+    "From the right side of the frame, a silhouette emerges—dark coat and fedora first, then the steady stride of heavy boots on pavement. The man re-enters slowly, his back still turned, the collar of his overcoat rising slightly in the cool air. Only half of him is visible, but his presence commands attention.",
+    "The man is now fully back in frame, standing upright and stationary. He wears the same dark gray fedora, high-collared dark overcoat, and sturdy boots as before. His posture is firm, his silhouette unchanged. The lighting highlights the texture of his clothing and the sharp lines of his silhouette, confirming every detail matches the initial moment exactly."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_04d78dbd04b80da31ab5534936f52686a7ffa2af9997c7999496ef4aae1dbf41/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_04d78dbd04b80da31ab5534936f52686a7ffa2af9997c7999496ef4aae1dbf41/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..08a85fa7d53b44ff13180efca95d1d9a96657a8d
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_04d78dbd04b80da31ab5534936f52686a7ffa2af9997c7999496ef4aae1dbf41/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_04d78dbd04b80da31ab5534936f52686a7ffa2af9997c7999496ef4aae1dbf41",
+  "subset": "human",
+  "caption_segments": [
+    "The video opens with a man and a woman walking down a narrow, overgrown alleyway. The man, wearing a white and pink jacket, black pants, glasses, and a black backpack, leads the way, while the woman, dressed in a black leather jacket over a blue top, black pants, and with her hair in a ponytail, follows closely behind. The alley is flanked by rough stone walls with vines and plants growing along them, and sunlight filters through the foliage above, casting dappled shadows on the ground.",
+    "As they continue walking, the man turns around to face the woman, who has stopped beside him. Both individuals are now standing in the alleyway, facing each other. The man, still wearing his white and pink jacket, black pants, glasses, and backpack, begins to speak, gesturing slightly with his hands. The woman, in her black leather jacket, blue top, and black pants, listens attentively, her posture relaxed but focused.",
+    "The conversation between the man and woman continues as they stand in the alleyway. The man, with his white and pink jacket, black pants, glasses, and backpack, maintains eye contact with the woman, his expression serious as he speaks. The woman, in her black leather jacket, blue top, and black pants, nods occasionally, indicating her engagement in the conversation. The rough stone walls and overgrown vegetation remain prominent in the background, with dappled sunlight continuing to illuminate the scene.",
+    "The man and woman remain in the same position, deeply engrossed in their conversation. The man, still wearing his white and pink jacket, black pants, glasses, and backpack, continues to speak, his tone suggesting a serious discussion. The woman, in her black leather jacket, blue top, and black pants, responds, her body language indicating attentiveness and interest. The alleyway's rough stone walls and overgrown vegetation provide a consistent backdrop, with sunlight filtering through the foliage above.",
+    "In the final moments of the video, the man and woman are still standing in the alleyway, engaged in their conversation. The man, with his white and pink jacket, black pants, glasses, and backpack, appears to be concluding his point, while the woman, in her black leather jacket, blue top, and black pants, listens intently. The rough stone walls and overgrown vegetation remain unchanged, and the dappled sunlight continues to cast shadows on the ground, maintaining the atmospheric setting of the scene."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_079f6efe68b1fb34517ef78bbb7e0bb066477fc1f5eae5cdbcc9b14ba023e2b7/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_079f6efe68b1fb34517ef78bbb7e0bb066477fc1f5eae5cdbcc9b14ba023e2b7/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..39c7e9960eddbbd282647d7a8bfd72f446fe21e5
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_079f6efe68b1fb34517ef78bbb7e0bb066477fc1f5eae5cdbcc9b14ba023e2b7/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_079f6efe68b1fb34517ef78bbb7e0bb066477fc1f5eae5cdbcc9b14ba023e2b7",
+  "subset": "human",
+  "caption_segments": [
+    "The video starts with a close-up profile shot of a man with dark, curly hair and light stubble. He is wearing a light-colored, textured jacket over a collared shirt with thin vertical stripes, the collar visible at the neckline. The setting is a dimly lit room with a rough, textured wall in the background. Soft, shifting light begins to cast dynamic shadows across his face, creating a subtle interplay of light and shadow that highlights his features. The camera remains stationary, focusing on the man's profile, ensuring his appearance and the spatial consistency of the background are maintained.",
+    "As the scene progresses, the man remains in the same position, his profile facing right. The shifting light continues to create new patterns of shadow and light across his face, emphasizing his nose, lips, and the texture of his stubble. His dark, curly hair and the striped collar of his shirt remain clearly visible. The textured wall in the background stays consistent, providing a stable backdrop. The camera remains fixed, capturing the subtle changes in lighting without any movement.",
+    "The lighting continues to shift, casting new shadows across the man's face, highlighting different aspects of his facial structure. His dark, curly hair and light stubble remain unchanged, and the striped collar of his shirt is still visible. The textured wall in the background provides a consistent, dimly lit environment. The camera remains steady, ensuring the man's identity and the overall composition of the scene are preserved.",
+    "The shifting light continues to play across the man's face, creating a dynamic interplay of shadows and highlights. His dark, curly hair and light stubble remain consistent, and the striped collar of his shirt is still visible. The textured wall in the background remains unchanged, providing a stable backdrop. The camera remains stationary, maintaining focus on the man's profile.",
+    "In the final moments of the video, the man remains in the same position, his profile facing right. The shifting light continues to cast dynamic shadows across his face, emphasizing his features. His dark, curly hair and light stubble remain unchanged, and the striped collar of his shirt is still visible. The textured wall in the background provides a consistent, dimly lit environment. The camera remains steady, ensuring the man's identity and the overall composition of the scene remain intact."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_086c90725c554e8b86dcbe57f633a054/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_086c90725c554e8b86dcbe57f633a054/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..39bed26d0d191134e9fd7323508ebb33e07598d0
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_086c90725c554e8b86dcbe57f633a054/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_086c90725c554e8b86dcbe57f633a054",
+  "subset": "human",
+  "caption_segments": [
+    "A man in his late 30s to early 40s stands still, facing slightly right but gazing directly at the camera with a serious expression. He has shoulder-length, dark brown hair tousled across his forehead, wearing a light off-white traditional robe of soft cotton or linen with a high collar, loosely draped. The dimly lit room behind him features blurred wooden elements and faint red drapery.",
+    "The man begins to move upward, stepping onto a narrow staircase that ascends from the lower frame toward the top. His body tilts forward slightly as he climbs, one foot after another, his robe flowing gently with each step. Only his torso and legs remain visible as he rises into the upper portion of the frame.",
+    "The staircase is now empty. The dim interior remains unchanged—soft shadows cast across worn wooden steps, faint red drapery hanging in the background, and muted tones dominating the space. A quiet stillness fills the air, with only the lingering impression of movement in the emptiness.",
+    "From the top edge of the frame, a silhouette descends slowly. The man reappears, feet first, descending the same staircase. His robe sways slightly as he moves downward, his form gradually becoming clearer. The upper half of his body emerges, still partially obscured by shadow.",
+    "The man is fully back in frame, standing upright and motionless. He wears the same light off-white traditional robe with a high collar, made of soft cotton or linen. His shoulder-length dark brown hair falls across his forehead, tousled yet neat. No accessories are visible. He looks directly at the viewer with the same intense focus as before."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_0f361e624377b3b14611e82a695bc9c5/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_0f361e624377b3b14611e82a695bc9c5/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..ad25c4f67e62502cc62c805d4726c25d893f3a04
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_0f361e624377b3b14611e82a695bc9c5/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_0f361e624377b3b14611e82a695bc9c5",
+  "subset": "human",
+  "caption_segments": [
+    "A young adult male with shoulder-length dark hair styled in neat side-swept bangs stands in a sterile hospital hallway, wearing thin-framed rectangular glasses. He is dressed in a crisp white lab coat over a light blue pinstriped dress shirt and a dark purple striped tie. His slender frame faces slightly left, engaged in a serious conversation with another person whose back is turned.",
+    "The man begins to turn toward the right, stepping forward with measured purpose. His lab coat sways gently as he moves, his glasses catching the fluorescent light. Only half of his body remains visible as he starts to disappear around the corner, leaving the second figure still facing him.",
+    "The corridor is now empty—white walls stretch into the distance under cool overhead lighting. A red emergency light glows faintly at the far end. The polished floor reflects the sterile glow, and the silence echoes through the quiet medical hallway, untouched by movement or sound.",
+    "From the same corner, a figure begins to emerge—first just the edge of a white lab coat, then the silhouette of a slender build. Dark hair and the gleam of glasses become visible as the man rounds the bend, re-entering the frame slowly, his posture composed and deliberate.",
+    "The man stands fully in view once more, his appearance identical to before: shoulder-length dark hair, side-swept bangs, thin-framed glasses, white lab coat over a light blue pinstriped shirt and dark purple striped tie. He is stationary, facing slightly left, completing the return with precise symmetry to his original position."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_123bf0e9ebe6b06efc7a9d81637b6990353e5fc637a15463577b0567bdaad0fd/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_123bf0e9ebe6b06efc7a9d81637b6990353e5fc637a15463577b0567bdaad0fd/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..1acb68fb7761c8f87e9128d5586a2c6e87f37c64
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_123bf0e9ebe6b06efc7a9d81637b6990353e5fc637a15463577b0567bdaad0fd/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_123bf0e9ebe6b06efc7a9d81637b6990353e5fc637a15463577b0567bdaad0fd",
+  "subset": "human",
+  "caption_segments": [
+    "The video begins with the three men walking through a lively ancient marketplace. The central figure, dressed in a white and gray robe with intricate embroidery and holding a piece of food, is the main focus. He is accompanied by two men, one in a blue and gray outfit with a leather belt and the other in a blue and white ensemble with red accents. The market is bustling with people in traditional attire, wooden stalls, and barrels, all illuminated by warm sunlight. The camera follows them smoothly, keeping them centered as they move forward.",
+    "As they continue walking, the central figure takes a bite of the food he is holding, savoring it while engaging in conversation with the man on his right. The man on the left remains composed, occasionally glancing at his companions. The background is filled with the vibrant activity of the market, with vendors interacting with customers and the air filled with the sounds of commerce. The lighting remains consistent, highlighting the detailed textures of their clothing and the lively atmosphere.",
+    "The trio navigates further into the marketplace, passing by more stalls and interacting briefly with other pedestrians. The central figure continues to enjoy his food, now looking more relaxed and engaged in the conversation. The man on the right smiles and gestures animatedly, while the man on the left maintains a steady pace. The camera angle shifts slightly, revealing more of the market's depth and the variety of goods on display, from fresh produce to woven baskets.",
+    "The scene transitions to show the group moving past a vendor stall where a woman in a floral robe is seen interacting with a customer. The central figure continues to hold his food, now looking towards the vendor, while the man on the right gestures towards the stall. The man on the left looks ahead, maintaining his calm demeanor. The market remains bustling, with the warm sunlight casting soft shadows and highlighting the rich colors of the scene.",
+    "In the final moments, the trio continues their journey through the marketplace, now passing by a different section with more wooden structures and additional stalls. The central figure takes another bite of his food, still engaged in conversation with the man on his right. The man on the left looks around, observing the surroundings. The camera follows them closely, capturing the dynamic and vibrant atmosphere of the market as they move deeper into the scene."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_14d97466f9aadcf3095d69c243357aca/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_14d97466f9aadcf3095d69c243357aca/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..a9f3d264e047203190fa356f795fea4513244d8c
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_14d97466f9aadcf3095d69c243357aca/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_14d97466f9aadcf3095d69c243357aca",
+  "subset": "human",
+  "caption_segments": [
+    "A person sits cross-legged on a patterned rug in a dimly lit room, facing away from the camera. They wear a flowing cream-colored robe with intricate embroidery along the hem and sleeves, layered over bright yellow satin trousers that catch the soft light. A dark blue cuff adorns one wrist, and long, dark braided hair trails down their back, ending in a small tassel. A thin black cord runs vertically along the robe’s spine. The room glows with warm, low lighting, casting gentle shadows around wooden furniture and ceremonial objects like incense sticks and small flags.",
+    "The person slowly rises from the rug, maintaining a composed posture. Their hands lift gently from their lap as they turn slightly to the left, stepping toward a faintly visible staircase ascending into the upper frame. The cream robe sways softly, revealing more of the yellow trousers beneath. Only the lower half remains fully visible as they begin their ascent.",
+    "The staircase is now empty. The dim room holds stillness—only the patterned rug, wooden furnishings, and ceremonial objects remain under the warm glow. Shadows stretch across the floor, and the faint scent of incense lingers in the air. No movement disturbs the quiet space.",
+    "From the top of the frame, a figure begins to descend. The edge of the cream robe appears first, followed by the yellow satin trousers catching the light. The dark blue cuff and braided hair come into view as the person steps down, moving slowly and deliberately. Only the upper portion of their form is visible as they re-enter the scene.",
+    "The person is fully seated again, cross-legged on the patterned rug, facing away from the camera. They wear the same flowing cream robe with embroidered details, layered over bright yellow satin trousers. The dark blue cuff rests at the wrist, and long, dark braided hair ends in a small tassel. The thin black cord runs down the back of the robe. The room remains unchanged, warm and still, as the person sits motionless, perfectly restored."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_188a2b7be5c301471e43386cd1414865/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_188a2b7be5c301471e43386cd1414865/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..7bd929da2d9bb6c584174465b405b134c6157a75
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_188a2b7be5c301471e43386cd1414865/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_188a2b7be5c301471e43386cd1414865",
+  "subset": "human",
+  "caption_segments": [
+    "A person stands centered in the frame, framed by sheer white curtains fluttering gently in a soft breeze. They wear a tailored navy-blue coat over a cream turtleneck, dark trousers, and polished black boots. Their short, neatly styled ash-blonde hair catches the diffused daylight. A silver wristwatch glints on their left arm as they hold a vintage leather satchel in their right hand.",
+    "The person begins to walk steadily toward the left edge of the frame, their posture upright and deliberate. The satchel swings slightly with each step, and the hem of their coat brushes against the window sill. Half of their body is now out of view, but their movement remains smooth and unhurried.",
+    "The frame is empty. Only the translucent curtains ripple faintly in the breeze, revealing the blurred outlines of scaffolding and stacked green-marked crates beyond the glass. Sunlight filters through the fabric, casting soft shadows across the windowpane. The urban construction site remains still and silent.",
+    "From the right side of the frame, a glimpse of dark trousers and polished boots appears, followed by the edge of the navy-blue coat. The person steps forward slowly, re-emerging into view. The satchel comes into sight, swinging gently as they continue walking inward.",
+    "The person stands fully within the frame, centered once more. Their ash-blonde hair is neatly styled, the navy-blue coat drapes perfectly over the cream turtleneck, and the silver wristwatch gleams under natural light. They hold the vintage leather satchel in their right hand, standing still and composed, exactly as before."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_18cefc3b61eb7b21a6f8c74a319d2eb0/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_18cefc3b61eb7b21a6f8c74a319d2eb0/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..0b4198f0ef224b28a15cd7c328bf639c1087ce62
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_18cefc3b61eb7b21a6f8c74a319d2eb0/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_18cefc3b61eb7b21a6f8c74a319d2eb0",
+  "subset": "human",
+  "caption_segments": [
+    "A man in his late 50s stands at the center of a stone courtyard, wearing a tailored black suit with a high-collared shirt and dark tie. Over it, he dons an ornate gold-trimmed ceremonial coat, holding a polished wooden walking cane. His graying hair is neatly combed, and he wears a black bowler hat slightly tilted forward. The group around him is dressed in formal black attire, standing solemnly before a classical beige building under overcast skies.",
+    "The man begins to walk slowly toward a wide stone staircase ascending behind the group. He moves with deliberate steps, cane tapping gently on the pavement. His gold-trimmed coat sways slightly as he ascends, and only his lower torso and legs remain visible as he climbs higher into the frame’s upper edge.",
+    "The staircase now stands empty, its worn stone steps leading upward into the gray sky. The courtyard remains still, with the others in black attire continuing their quiet conversations. The classical columns and large windows of the building stand tall, bathed in soft, diffused light. No trace of the man remains.",
+    "From the top of the frame, a figure descends the same stone staircase. Only the lower half of the man appears—his black trousers, polished boots, and the tip of his cane visible as he carefully steps down. The gold trim of his coat glints faintly as he approaches the courtyard floor.",
+    "The man is now fully back in frame, standing where he began. He wears the same ornate gold-trimmed ceremonial coat, black bowler hat, high-collared shirt, and dark tie. His graying hair is neatly styled, and he holds his walking cane firmly. The surrounding group remains unchanged, and he stands still, centered and composed."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..e74e2fd610fa9401ac9e73c217f786b405cdeaa7
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d",
+  "subset": "human",
+  "caption_segments": [
+    "The video opens with the two men walking side-by-side at night. The man on the left, wearing a white collared shirt under a dark V-neck sweater vest and a dark overcoat, and the man on the right, dressed in a black leather jacket over a dark shirt, are seen walking along a path lined with tall bamboo stalks on the left and a building with windows on the right. The lighting is dim, creating a subdued atmosphere. The camera follows them from behind and slightly to the side, capturing their initial movement.",
+    "As they continue walking, the man on the left briefly touches his face with his right hand, adjusting his collar. The man on the right remains in profile view, maintaining his pace. The background of bamboo stalks and the building's windows remains consistent. The camera continues to follow them smoothly, keeping them centered in the frame.",
+    "The two men proceed along the path, their pace steady and their positions unchanged. The man on the left, in his white collared shirt and dark overcoat, and the man on the right, in his black leather jacket, continue to walk side-by-side. The bamboo stalks and the building with windows provide a consistent backdrop. The camera maintains its following shot, ensuring a continuous and stable view.",
+    "As they move further along the path, the man on the left adjusts his collar again, while the man on the right remains focused ahead. The background elements, including the bamboo stalks and the building's windows, remain unchanged. The camera continues to follow them from behind and slightly to the side, capturing their steady movement.",
+    "Finally, the two men continue their walk along the path, maintaining their pace and position. The man on the left, in his white collared shirt and dark overcoat, and the man on the right, in his black leather jacket, remain side-by-side. The bamboo stalks and the building with windows provide a consistent backdrop. The camera maintains its following shot, capturing their final moments of the sequence."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_21203e720304f439acdd21384f41584f/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_21203e720304f439acdd21384f41584f/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..aa745c68f243bed786a55f1ab9e8e71c7ace864b
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_21203e720304f439acdd21384f41584f/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_21203e720304f439acdd21384f41584f",
+  "subset": "human",
+  "caption_segments": [
+    "A woman in her late 30s or early 40s stands closely embraced with a man in a softly lit office. She has shoulder-length dark brown hair, a few strands framing her face, wearing a white blouse with thin black vertical stripes under a dark blazer. Her left wrist displays a sleek black watch with a metallic band, and she holds the blazer tightly around him.",
+    "The woman begins to step away, moving steadily toward the right side of the frame. Her body turns slightly, revealing more of her profile as she glides forward. The blazer drapes over her arm, and the watch catches the light as her hand lifts gently. Only half of her remains visible as she edges out.",
+    "The office space is now empty—bookshelves lined with books and binders stand quietly, a framed abstract painting hangs on the wall, and soft natural light filters through unseen windows. The air feels still, the embrace gone, leaving only the calm, untouched environment behind.",
+    "From the left edge of the frame, the woman re-enters slowly, her silhouette emerging into view. Her dark blazer appears first, followed by the curve of her shoulder and the flash of her watch. Her hair falls gently across her face as she steps forward, partially visible again.",
+    "The woman is fully back in frame, standing centered once more. Her shoulder-length dark brown hair frames her face, the white striped blouse beneath the dark blazer, and the sleek black watch gleams on her left wrist. She is exactly as before—still, poised, and complete."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_240414c90498f1f8fe1412d2967da618/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_240414c90498f1f8fe1412d2967da618/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..52c3daf4abfbcfa18aba7688ce515260a4ced2c4
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_240414c90498f1f8fe1412d2967da618/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_240414c90498f1f8fe1412d2967da618",
+  "subset": "human",
+  "caption_segments": [
+    "A young woman lies on her back on a blue and cream floral pillow, her dark shoulder-length hair loosely framing her face. She wears a black satin-like button-down shirt, partially unbuttoned at the top. Two white bandages cover wounds above her right eyebrow and near her left cheekbone, with faint redness and scarring visible. A small cut marks her neck. Her gaze drifts upward and to the right, eyes half-lidded in quiet contemplation.",
+    "Slowly, she lifts her head and pushes herself up from the pillow, her movements deliberate and steady. Her body shifts sideways toward the left edge of the frame, one arm extending forward as she begins to rise. Her silhouette fades slightly into shadow as she moves out of view, only her lower torso and legs still visible.",
+    "The frame is now empty—only the dimly lit background remains. The dark blue fabric with ornate floral patterns stretches across the scene, undisturbed. Soft shadows linger where her body once rested. The floral pillow sits untouched, the cool-toned lighting casting gentle contrasts across the textures.",
+    "From the right side of the frame, a sliver of movement appears—a glimpse of dark hair and the edge of a black satin shirt. She steps cautiously into view, one foot placing down gently on the fabric. Her form grows clearer as she advances, her posture upright but measured, returning slowly to center.",
+    "She stands fully within the frame, facing forward, her appearance identical to before. Dark hair falls loosely over her shoulders, the black satin shirt unbuttoned at the collar. Bandages remain above her right eyebrow and near her left cheekbone, the neck wound still visible. Her gaze is directed upward and to the right, calm and still, as if nothing has changed."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_27a4f86d1261e7f67c5d08604dfc5aa7/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_27a4f86d1261e7f67c5d08604dfc5aa7/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..cb7be42c067374bdba2ea7bdfb495204d4111261
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_27a4f86d1261e7f67c5d08604dfc5aa7/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_27a4f86d1261e7f67c5d08604dfc5aa7",
+  "subset": "human",
+  "caption_segments": [
+    "Two women sit on low stone benches in a sunlit garden. The woman on the left, in her late 60s or early 70s, wears a mustard-yellow sleeveless vest with dark trim over a green patterned blouse and a dark gray skirt. Her short, neatly styled gray hair frames her face, and a thin bracelet glints on her left wrist. The woman on the right, in her 40s or 50s, has shoulder-length dark brown hair and is draped in a red-and-brown plaid shawl over a navy blue top and light blue skirt. A silver outdoor faucet blurs in the foreground, while potted plants, a wooden fence, and a green rain barrel form a rustic backdrop under natural daylight.",
+    "The woman on the right slowly rises from her bench, turning toward the right side of the frame. Her plaid shawl drapes over her shoulders as she steps forward, her navy blue top and light blue skirt swaying slightly. She moves past the edge of the frame, her body partially obscured by the stone bench as she begins to exit.",
+    "The garden remains still. The stone benches sit empty beneath dappled sunlight. The silver faucet gleams softly in the foreground, while potted plants sway gently in the breeze. The wooden fence and green rain barrel stand unchanged, framed by lush foliage and warm daylight. No trace of movement remains.",
+    "A figure reappears from the right, rounding the same corner. The woman’s plaid shawl comes into view first, followed by the curve of her shoulder and the navy blue top beneath. Her light blue skirt peeks into the frame as she steps forward, moving steadily back into the scene.",
+    "The woman is now fully visible, seated again on the stone bench. Her shoulder-length dark brown hair falls naturally, the red-and-brown plaid shawl draped over her shoulders, navy blue top and light blue skirt unchanged. She sits slightly turned toward her companion, hands resting calmly. The garden remains serene, bathed in daylight, with no sign of movement—only stillness and continuity."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_27dbb2a1fbe651997d8b80c4f8ba1db8/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_27dbb2a1fbe651997d8b80c4f8ba1db8/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..74726f77167b9e05f166ca5c444e480a3874f2a7
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_27dbb2a1fbe651997d8b80c4f8ba1db8/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_27dbb2a1fbe651997d8b80c4f8ba1db8",
+  "subset": "human",
+  "caption_segments": [
+    "A woman in her late 40s or early 50s sits centered on a couch, her short dark black bob neatly styled with a straight fringe. She wears a vibrant royal blue long-sleeved sweater with wide sleeves, loose cream-colored pants, and a thin black bracelet on her left wrist. Her hands rest gently around a small white cup in her lap. She gazes off-frame with a contemplative expression, framed by two dark gray pillows and one orange floral throw pillow. Behind her, a modern kitchen glows softly under warm evening light.",
+    "The woman slowly shifts her posture, turning her upper body to the right. Her hands lift the white cup slightly as she rises from the couch. Her movement is deliberate and quiet, her blue sweater draping over her arms as she begins to walk toward the corner of the room. Only her back and part of her profile remain visible as she moves out of frame.",
+    "The couch remains empty, the two dark gray pillows and the patterned orange throw pillow undisturbed. The kitchen behind—wooden cabinets, stainless steel appliances, a toaster, paper bags, and stacked containers—is still bathed in soft, warm light. No motion, no sound. The space feels quiet and expectant.",
+    "A figure emerges from the same corner, rounding into view. The woman’s silhouette appears first, then her royal blue sweater, the wide sleeves catching the light. Her short black hair and straight fringe become visible as she steps forward, her hands once again cradling the small white cup. She walks steadily, partially framed by the edge of the couch.",
+    "The woman is now fully in frame, seated once more on the couch in the exact same position. Her short dark black bob, straight fringe, and relaxed posture are unchanged. She wears the vibrant royal blue sweater, cream pants, and the thin black bracelet on her left wrist. Her hands hold the white cup in her lap, and she faces slightly to her right, gazing off-frame with the same contemplative expression. The scene is still, complete, and identical to the beginning."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_289e5f62cfea15b7b49bf9cbc90c223d/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_289e5f62cfea15b7b49bf9cbc90c223d/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..729ae1f63684ea93493e6282acd3e667b552178d
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_289e5f62cfea15b7b49bf9cbc90c223d/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_289e5f62cfea15b7b49bf9cbc90c223d",
+  "subset": "human",
+  "caption_segments": [
+    "Two men stand in a minimalist indoor space, softly lit. The man on the left has short, curly dark hair and a full beard, wearing a light gray zip-up jacket over a black and white layered shirt. He faces forward, head turned right. The man on the right has neatly styled medium-length dark hair, a dark gray suit jacket, an unbuttoned white dress shirt, and a thin black choker necklace. They are engaged in quiet conversation.",
+    "The man on the left begins to turn slowly toward the right, stepping away from his companion. His body shifts sideways as he walks toward a corner near the modern metal staircase railing. Only his back and left profile remain visible as he moves out of the frame’s center.",
+    "The corner is now empty. The minimalist interior remains unchanged—light-colored walls, a framed abstract painting, and the sleek metal railing of the staircase. Soft ambient light fills the space. No movement or presence is detectable; the scene is still and quiet.",
+    "A figure emerges from behind the same corner, reappearing gradually into view. The man on the left steps forward, only partially visible—his shoulder and side of his face entering the frame first. His posture suggests he is returning deliberately, moving with calm intent.",
+    "The man is fully back in frame, standing in the same position as before. His short, curly dark hair and full beard are unchanged. He wears the light gray zip-up jacket over the black and white layered shirt. His body faces forward, head turned right, just as in the beginning. He stands still, the scene restored exactly as it was."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_28f8aeb45eaeffc3ba9e6339d14f19cf/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_28f8aeb45eaeffc3ba9e6339d14f19cf/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..1b5ef4c3e1898556222e783e3bf6e20a2ada721b
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_28f8aeb45eaeffc3ba9e6339d14f19cf/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_28f8aeb45eaeffc3ba9e6339d14f19cf",
+  "subset": "human",
+  "caption_segments": [
+    "A young man in his late twenties sits poised on a brown leather armchair, wearing a gray military-style uniform with red trim, white gloves, and black boots. Shoulder epaulettes and a cross-body strap accent the outfit. His short, neatly styled dark hair frames a slim face as he gazes upward, one leg crossed over the other, beneath the warm glow of a vintage floor lamp.",
+    "The younger man rises slowly from the armchair, stepping forward with deliberate grace. He moves steadily toward the left side of the frame, his white-gloved hands at his sides, the red trim of his uniform catching the light as he begins to exit, half his form now obscured by the edge of the scene.",
+    "The room remains still—wood paneling gleams softly under the fringed lampshade’s golden light, patterned wallpaper framing the quiet space. The leather armchair stands empty, the cross-body strap dangling slightly. No movement, no sound—only the lingering warmth of memory in the ornate silence.",
+    "From the right edge of the frame, a figure emerges—first the polished black boot, then the hem of the gray uniform with red trim. The white glove appears next, followed by the lower half of the torso. The man steps cautiously into view, his presence returning with measured intent.",
+    "The younger man is fully back in frame, seated again on the brown leather armchair. His gray military-style uniform with red trim, white gloves, black boots, shoulder epaulettes, and cross-body strap are identical to before. His short, neatly styled dark hair and slim build remain unchanged, eyes lifted once more, still and composed."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_2c63fd486493484cbe55664f0a841010/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_2c63fd486493484cbe55664f0a841010/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..2f58a5cc73579c8b7ee883b64073fe5d98ff272d
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_2c63fd486493484cbe55664f0a841010/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_2c63fd486493484cbe55664f0a841010",
+  "subset": "human",
+  "caption_segments": [
+    "A woman with long, dark brown hair styled loosely with bangs sits in a softly lit room, her face framed by strands of hair. She wears a cream-colored top with large navy blue polka dots, delicate silver dangling earrings, and looks intently to the right. Beside her, a man in a black shirt is partially visible but blurred, seated at a table against a backdrop of indistinct vertical lines suggesting window frames.",
+    "The woman rises slowly from her seat, turning slightly toward the background as she begins to walk away. Her polka-dotted top sways gently with her movement, and the silver earrings catch the dim light. She moves deeper into the room, her figure narrowing as she retreats into the shadows near the windowed wall.",
+    "The room remains still and quiet, the soft glow of natural light filtering through faint vertical lines on the wall. The table is empty now, the chair slightly askew. No trace of the woman remains—only the muted ambiance of the dimly lit interior, untouched and serene.",
+    "From the far end of the room, a silhouette emerges, walking steadily toward the camera. The outline of a woman becomes clearer—her long dark hair and the familiar shape of her polka-dotted top reappearing gradually as she steps forward from the shadowed background.",
+    "The woman stands fully in frame, her appearance unchanged: long dark brown hair with bangs, cream top with navy blue polka dots, and delicate silver earrings glinting softly. She is stationary, facing slightly to the right, her expression serious, just as before. The scene holds steady, complete."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_32622cd22ad48d22d03b983365a1537f/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_32622cd22ad48d22d03b983365a1537f/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..75c85a77c8a79872feacae0afb54f603994cd1af
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_32622cd22ad48d22d03b983365a1537f/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_32622cd22ad48d22d03b983365a1537f",
+  "subset": "human",
+  "caption_segments": [
+    "Two men stand side by side in a dimly lit traditional Chinese courtyard, their formal attire glowing softly under ambient light. The younger man wears a pale beige tunic with embroidered brown shoulder panels, a white inner collar, and a black pointed hat adorned with a small green circular ornament. He has short dark hair, a trimmed beard, and a faint smile. Beside him, the older man dons a dark ornate robe with silver-blue embroidery, a matching black hat with gold detailing and a green gem, and a full gray beard.",
+    "The younger man begins to turn left, stepping forward with measured grace. His tunic sways slightly as he moves toward a shadowed corner of the courtyard. His face remains partially visible, the green ornament on his hat catching a glimmer of light as he edges out of frame.",
+    "The corner is now empty. Only the wooden lattice doors and weathered stone walls remain, bathed in soft shadows. A faint breeze stirs the air, rustling the edges of a hanging silk banner. The quiet stillness emphasizes the absence of movement, leaving only the echo of footsteps.",
+    "From the same corner, a figure reappears—slowly rounding the bend. The edge of a pale beige tunic emerges first, followed by the silhouette of a black pointed hat with a green ornament. The man steps forward cautiously, his presence returning like a memory recalled.",
+    "The younger man stands fully in frame once more, identical to before. His pale beige tunic, embroidered shoulders, white collar, and black hat with green ornament are unchanged. His short dark hair, trimmed beard, and slight smile match exactly. He faces slightly right, motionless, as if time itself had paused."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_3417154e322ba78411000363b05ee7409b73a31e7af65e5968a1908e1e84537a/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_3417154e322ba78411000363b05ee7409b73a31e7af65e5968a1908e1e84537a/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..41e932d514b9dba6f496f0ee385c6e7ae8944a70
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_3417154e322ba78411000363b05ee7409b73a31e7af65e5968a1908e1e84537a/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_3417154e322ba78411000363b05ee7409b73a31e7af65e5968a1908e1e84537a",
+  "subset": "human",
+  "caption_segments": [
+    "The video opens with a close-up shot of a woman with long, dark brown/black wavy hair, wearing a white ribbed turtleneck sweater, silver drop earrings, and a nose ring on her left nostril. She is facing away from the camera, revealing her profile as she turns to engage with another woman who is partially visible, wearing a black jacket with a red collar. The second woman has her hair styled in a neat bun. The setting appears to be a modern indoor space, possibly an office or studio, with patterned wallpaper, a framed abstract painting, and circular ceiling lights in the background.",
+    "As the scene progresses, the camera focuses on the woman in the white turtleneck sweater as she begins to speak. Her facial expressions shift subtly, indicating she is engaged in a conversation. The second woman listens intently, her head slightly tilted. The camera angle shifts slightly, offering a more frontal view of the first woman as she maintains her position in the frame, with the background elements remaining consistent.",
+    "The camera continues to follow the woman in the white turtleneck sweater as she speaks, capturing her upper body and face in detail. Her long, wavy hair frames her face, and her neutral makeup with pink lipstick is clearly visible. The second woman remains partially visible, her attention focused on the speaker. The background includes the framed abstract painting and patterned wallpaper, providing a stable visual context for the interaction.",
+    "The camera pulls back to reveal more of the room, showing both women standing side by side. The woman in the white turtleneck sweater has her arms crossed, her expression serious as she continues to speak. The second woman, now fully visible, stands beside her, listening attentively. The background includes a large framed abstract painting on the wall, patterned wallpaper, and a circular ceiling light fixture.",
+    "In the final moments, the camera remains steady, capturing the full-body posture of both women as they engage in their conversation. The woman in the white turtleneck sweater maintains her crossed-arm stance, her expression unwavering, while the second woman stands beside her, her body language suggesting she is listening carefully. The background elements, including the framed abstract painting and patterned wallpaper, remain consistent, providing a cohesive visual narrative throughout the video."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_3763e43f45788c935229311ad8a966e1/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_3763e43f45788c935229311ad8a966e1/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..87ee7e5b7e6435edaae15f984208652a40d7873f
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_3763e43f45788c935229311ad8a966e1/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_3763e43f45788c935229311ad8a966e1",
+  "subset": "human",
+  "caption_segments": [
+    "A woman stands in the foreground, framed by soft pink cherry blossoms. She wears a flowing silk qipao in deep crimson with golden embroidery, her long black hair styled in an elegant updo adorned with a delicate jade hairpin. She holds a folded paper fan in one hand, its surface painted with lotus flowers. The ambient glow highlights her poised stillness beneath the classical columns.",
+    "She begins to walk away from the camera, stepping gracefully toward the illuminated doorway in the background. Her qipao sways gently with each step, the fan held loosely at her side. The blossoms frame her silhouette as she moves deeper into the scene, her figure gradually receding into the warm light of the building’s entrance.",
+    "The doorway glows softly, casting a golden hue across the stone steps and columns. Cherry blossoms sway slightly in the night breeze, their petals drifting down like whispers. The wall sconces flicker faintly, illuminating the gold Chinese characters above the door. The scene remains still and serene, untouched by human presence.",
+    "From the far background, a figure emerges slowly from the shadowed doorway. She walks forward, her crimson qipao catching the ambient light as she steps into view. The edge of her sleeve brushes past a branch, stirring a few blossoms. Only part of her form is visible—her face still hidden behind the archway’s glow.",
+    "The woman stands fully in frame, centered beneath the blooming branches. Her crimson silk qipao with golden embroidery is pristine, her black hair neatly pinned with the jade hairpin, and the lotus-painted fan rests lightly in her hand. She is still, composed, and exactly as she was before—unchanged, unbroken, present."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..b0e103a57338c38771f1edc6fb4fbc279315c282
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1",
+  "subset": "human",
+  "caption_segments": [
+    "The video begins with a close-up of the woman, showcasing her shoulder-length wavy brown hair and light-colored eyes. She starts with a warm, inviting smile, looking slightly upward as if engaged in a pleasant conversation. The soft, warm lighting highlights her natural makeup and the subtle texture of her hair, while the neutral background ensures the focus remains on her face.",
+    "As the scene progresses, the woman's expression shifts to a more contemplative look. Her eyes narrow slightly, and her lips move gently, indicating she is listening intently or reflecting on what is being said. The warm lighting continues to cast a soft glow on her face, emphasizing the subtle changes in her expression.",
+    "Her thoughtful demeanor persists as her eyes shift slightly, conveying a sense of engagement and attentiveness. The lighting remains consistent, maintaining the intimate and focused atmosphere of the shot. The background stays out of focus, ensuring all attention is on her facial expressions and subtle movements.",
+    "The woman's expression softens once more, transitioning into a gentle smile. Her eyes convey warmth and connection, suggesting a positive or reflective conclusion to her interaction. The camera remains steady, capturing the continuity of her appearance and the consistent lighting and background.",
+    "Finally, the woman maintains her gentle smile, her eyes reflecting a sense of contentment and satisfaction. The warm, dim lighting continues to highlight her features, and the background remains unchanged, preserving the intimate and focused atmosphere of the entire video."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..07eaaa7f52eab4be687716c60ff5e09558c46d8e
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0",
+  "subset": "human",
+  "caption_segments": [
+    "The video opens with a wide shot of an opulent 18th-century grand staircase, featuring intricate wrought-iron railings and elaborate white plasterwork on the walls and ceiling. The red carpeting on the stairs adds a touch of luxury, and elegant candelabras and upholstered chairs with gold trim are visible at the base of the staircase. A single figure in period attire descends the stairs, followed by two more individuals joining from a higher landing, setting the stage for the main action.",
+    "Continuing from the previous scene, the three men dressed in period formal attire begin their descent down the grand staircase together. The man on the left wears a dark coat with light-colored breeches and white stockings, the middle man dons a similar dark coat with a white cravat and light breeches, and the man on the right wears a dark coat and holds a small book or folder. All three have powdered wigs typical of the era. The camera follows their movement, capturing the ornate details of the staircase and the luxurious surroundings.",
+    "As the men continue their descent, the camera maintains a steady follow shot, keeping them centered in the frame. The man on the left, with his dark coat, light breeches, and white stockings, walks confidently alongside the middle man, who is dressed in a dark coat with a white cravat and light breeches. The man on the right, holding a small book or folder, matches their pace. The ornate wrought-iron railings and the intricate plasterwork on the walls and ceiling remain prominent in the background, enhancing the grandeur of the setting.",
+    "The men are now closer to the camera, continuing their descent down the grand staircase. The man on the left leads slightly ahead, while the middle man follows closely, and the man on the right completes the trio. Their powdered wigs and formal attire are consistently detailed, and their faces are clearly visible as they move. The ornate wrought-iron railings and the detailed plasterwork on the walls and ceiling continue to frame the scene, with the red carpeting, candelabras, and upholstered chairs at the base of the staircase providing a rich backdrop.",
+    "In the final moments of the video, the three men are nearing the bottom of the grand staircase. The man on the left, with his dark coat, light breeches, and white stockings, leads the way, followed by the middle man in his dark coat with a white cravat and light breeches. The man on the right, holding a small book or folder, completes the trio. The camera remains focused on the men, capturing their steady and deliberate movement down the stairs, with the luxurious interior elements providing a consistent and opulent setting throughout."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_41619371dfb3eec067208f1b4d1a17c2/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_41619371dfb3eec067208f1b4d1a17c2/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..5300abbb435fa1c0721d55e69a543b4f083d05fa
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_41619371dfb3eec067208f1b4d1a17c2/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_41619371dfb3eec067208f1b4d1a17c2",
+  "subset": "human",
+  "caption_segments": [
+    "A man in his late 30s to early 40s sits centered at a cluttered desk, angled slightly left. He wears a dark olive-green button-up jacket over a maroon shirt, both matte with visible stitching. His short, tousled black hair frames his face as he focuses downward, holding a red pen in his right hand. A black-strapped wristwatch rests on his left wrist, while papers, books, and office supplies surround him under soft overhead light.",
+    "The man shifts forward, rising from the chair with deliberate motion. He turns toward the upper left of the frame, lifting his legs as he begins ascending an unseen staircase. His back faces the viewer, the red pen still gripped in his hand, partially obscured by the edge of the desk as he moves upward and out of view.",
+    "The desk remains cluttered beneath dim lighting—papers scattered, a gray pen holder standing upright, a small figurine glinting faintly. The beige wall and dark shelving are still visible, shadows stretching across the surface. No movement or presence; only silence and stillness fill the space where the man once sat.",
+    "From the top of the frame, a figure descends slowly into view. The silhouette of a man’s head and shoulders emerges, stepping down the stairs. His dark olive-green jacket and maroon shirt become visible, along with the red pen now lowered in his hand. His posture is focused, moving steadily toward the desk.",
+    "The man stands fully within the frame, seated again at the cluttered desk. He wears the same dark olive-green jacket over a maroon shirt, both matte with visible stitching. His short, tousled black hair falls just above his ears, and the black-strapped wristwatch remains on his left wrist. He holds the red pen poised over the notebook, eyes focused downward, exactly as before."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_43e5ae6b3d59aea3a81fdaad20d77bb2/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_43e5ae6b3d59aea3a81fdaad20d77bb2/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..a6c1240b36fa0df12186f6b35bf7e1b63a5cd89d
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_43e5ae6b3d59aea3a81fdaad20d77bb2/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_43e5ae6b3d59aea3a81fdaad20d77bb2",
+  "subset": "human",
+  "caption_segments": [
+    "In a sun-drenched clearing, two men rest amid lush greenery and wildflowers. The seated man wears a red-and-white checkered short-sleeve shirt over a white undershirt, dark brown trousers, and has short black hair. He sits relaxed on the grass, one foot grounded, gazing upward. The standing man, in an off-white long-sleeve sweatshirt and wide-leg pants, leans slightly forward, his tousled dark hair framing his face as he looks down.",
+    "The standing man begins to move, stepping toward a weathered wooden staircase leading upward. His hands remain loosely at his sides as he ascends, his body tilting forward with each step. Only his lower torso and legs are visible now, disappearing gradually behind the frame’s upper edge.",
+    "The staircase is empty. Sunlight filters through tall trees, casting dappled shadows across the grass. A large tree trunk stands near corrugated metal sheets, and wildflowers sway gently in the breeze. The distant hillside glows softly under clear daylight—no trace of movement or human presence remains.",
+    "From the top of the frame, a figure descends the stairs. First, the tips of dark, tousled hair appear, followed by the shoulders of an off-white sweatshirt. The man steps slowly downward, his wide-leg pants catching light as he moves into view, still partially obscured by the frame’s edge.",
+    "The standing man is fully back in frame, positioned just as before—off-white sweatshirt, matching wide-leg pants, dark hair falling above his ears. He leans slightly forward, hands at his sides, looking down at the seated man. His appearance matches exactly the initial moment—unchanged, still, and rooted in the tranquil outdoor setting."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_448c238250b5172276cf17c2af1100d9/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_448c238250b5172276cf17c2af1100d9/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..6dfd5bb697f02283755469fb551cfe7e3d40ef75
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_448c238250b5172276cf17c2af1100d9/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_448c238250b5172276cf17c2af1100d9",
+  "subset": "human",
+  "caption_segments": [
+    "A woman stands centered in the frame, wearing a tailored navy-blue wool coat with gold buttons, black leather gloves, and knee-high brown boots. Her shoulder-length dark hair is swept back by a soft breeze, and she wears round silver-rimmed glasses. She holds a vintage leather satchel over her left shoulder, its strap slung diagonally across her torso. The Shanghai skyline looms behind her, muted under an overcast sky.",
+    "She turns slowly to her left, stepping forward with deliberate grace. Her coat flares slightly as she moves, the satchel swaying with her stride. Her boots click softly on the stone pavement. As she walks, her figure begins to fade from view, only her right arm and part of her coat remaining visible at the edge of the frame.",
+    "The frame now shows only the expansive cityscape—tall glass towers reflecting gray clouds, the Huangpu River winding through the foreground with slow-moving boats. Green trees line the riverbanks, and distant cranes rise above construction sites. The air feels still, heavy with quiet anticipation.",
+    "From the right edge of the frame, a glimpse of navy-blue fabric appears—a corner of the coat—and then the woman’s boot steps into view. She re-enters steadily, the satchel swinging gently at her side. Her silhouette grows clearer as she advances, her glasses catching faint light from the overcast sky.",
+    "She stands fully in frame once more, centered and still. Her navy-blue wool coat, black gloves, and brown boots are exactly as before. Her dark hair remains neatly styled, and the silver-rimmed glasses rest on her face. The vintage satchel hangs over her shoulder. The city behind her is unchanged, the moment frozen in time."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_44d6e3ece41c19334478d27f8e5427e1aab2ccac195026cc492ea47bf6b0cec2/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_44d6e3ece41c19334478d27f8e5427e1aab2ccac195026cc492ea47bf6b0cec2/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..9a84d5cfc76339ff034bb77919e3b67ce0abb315
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_44d6e3ece41c19334478d27f8e5427e1aab2ccac195026cc492ea47bf6b0cec2/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_44d6e3ece41c19334478d27f8e5427e1aab2ccac195026cc492ea47bf6b0cec2",
+  "subset": "human",
+  "caption_segments": [
+    "The video opens with an intense close-up of Captain Jack Sparrow, focusing on his unique appearance: long, dreadlocked blonde hair embellished with beads and trinkets, a brown bandana wrapped around his forehead, a dark eye patch covering his right eye, and a well-groomed mustache and goatee. He is adorned with multiple layered necklaces featuring various pendants and wears a tattered brown pirate coat. The background hints at a ship's deck with blurred figures of other pirates.",
+    "As the camera begins to pull back, Captain Jack Sparrow turns slightly to his right and starts walking forward across the wooden deck. His dreadlocks flow behind him, and his layered necklaces glint in the light. The surrounding area becomes clearer, revealing other pirates in period attire, some holding weapons, and the ship's intricate rigging and masts in the background.",
+    "Captain Jack Sparrow continues his movement toward the ship's large wooden steering wheel, which dominates the foreground. The camera follows him closely, capturing the details of his tattered coat and the way his dreadlocks sway with each step. The bustling activity of the crew around him becomes more apparent, with some pirates climbing the rigging and others preparing for action.",
+    "The camera angle shifts upward, providing a broader view of the ship's deck. Captain Jack Sparrow is now positioned near the center, with his crew actively engaged in various tasks. Some pirates are climbing the masts, while others handle ropes and prepare for an imminent event. The ship's sails are partially unfurled, and the cloudy sky above adds to the dramatic atmosphere.",
+    "The final segment showcases a wide shot of the ship's deck, with Captain Jack Sparrow standing prominently near the steering wheel. The crew is scattered across the deck, each member focused on their role, contributing to the sense of urgency and anticipation. The ship's intricate rigging and masts are fully visible, and the overall scene conveys a high-stakes maritime adventure."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_45633dd44b52667f482c9693f9160021a4a837b55a4b940563d9aeacec01cf15/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_45633dd44b52667f482c9693f9160021a4a837b55a4b940563d9aeacec01cf15/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..5d08a65fd4f11869c5019cfef9a0d16b087b4f88
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_45633dd44b52667f482c9693f9160021a4a837b55a4b940563d9aeacec01cf15/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_45633dd44b52667f482c9693f9160021a4a837b55a4b940563d9aeacec01cf15",
+  "subset": "human",
+  "caption_segments": [
+    "The video opens with the three women standing close together in a snowy outdoor setting. The woman on the left, with long black hair, wears a black fur hat and a black and white fur coat. The woman in the middle, with short dark hair under a dark blue hat, is dressed in a light coat, grey scarf, and black gloves. The woman on the right, with a short dark bob, wears a beige trench coat and black gloves. They are positioned in front of a building with a staircase and informational posters, with snow gently falling around them.",
+    "As the scene progresses, the women begin to embrace, with the woman on the left leaning into the center and the woman on the right wrapping her arms around both. The woman in the middle adjusts her stance slightly, accommodating the movement while maintaining her distinct appearance with the dark blue hat and grey scarf. The snowy environment and the building in the background remain consistent, providing a stable spatial context.",
+    "The embrace continues, with the women shifting positions slightly. The woman on the left, in her black and white fur coat, becomes more prominent as she leans further into the group. The woman in the middle, with her dark blue hat and grey scarf, adjusts her posture, while the woman on the right, in her beige trench coat, keeps her arms wrapped around the group. The gentle snowfall and the building with stairs remain visible, enhancing the serene atmosphere.",
+    "The women maintain their close embrace, with subtle movements that highlight their individuality. The woman on the left, with her distinctive fur coat, remains a focal point, while the woman in the middle, with her dark blue hat and grey scarf, shifts slightly to accommodate the movement. The woman on the right, in her beige trench coat, ensures all three remain connected, with the snowy backdrop and the building providing a continuous and stable setting.",
+    "In the final moments, the women continue their warm embrace, with slight adjustments in their positions. The woman on the left, with her black and white fur coat, remains a central figure, while the woman in the middle, with her dark blue hat and grey scarf, shifts slightly. The woman on the right, in her beige trench coat, maintains her position, ensuring the group remains connected. The gentle snowfall and the building with stairs provide a serene and continuous backdrop, concluding the scene with a sense of warmth and connection."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_4576a9b26e38a6e01d0ab43a2c804bd7/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_4576a9b26e38a6e01d0ab43a2c804bd7/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..ff1a53cc16f90558a08e05aa6baf568179b499eb
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_4576a9b26e38a6e01d0ab43a2c804bd7/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_4576a9b26e38a6e01d0ab43a2c804bd7",
+  "subset": "human",
+  "caption_segments": [
+    "A man in his late twenties or early thirties sits upright inside a dimly lit vehicle, his short dark hair neatly styled and face clean-shaven. He wears a crisp white shirt beneath a dark jacket, with a large black over-ear headset around his neck, microphone angled toward his mouth. His gaze is fixed downward, focused intently on something out of frame, the ambient blue-gray light casting subtle shadows across his features.",
+    "The man shifts slightly, pushing himself up from the seat and turning toward the right side of the frame. His movements are deliberate and controlled as he rises, the headset remaining securely in place. Only his torso and shoulder remain visible as he steps forward, disappearing gradually behind the edge of the frame.",
+    "The interior of the vehicle remains in view—dashboard illuminated faintly, steering wheel centered, and a blurred figure in similar gear seated in the background. The circular transparent scope in the foreground glows softly under the low light, emphasizing the quiet tension of the scene. No movement, no presence—only stillness and anticipation.",
+    "From the left side of the frame, a dark silhouette emerges, stepping into view with measured precision. The edge of a dark jacket appears first, followed by the sleek outline of the headset and the top of a white shirt. The man continues to walk forward, his form becoming more defined as he re-enters the space.",
+    "The man stands fully within the frame, posture upright and expression focused, just as before. His short dark hair is unchanged, the white shirt crisp under the dark jacket, and the professional-grade headset rests firmly around his neck. He faces forward, motionless, the ambient blue-gray light highlighting every detail exactly as seen at the start."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..d148bbccd0200fd12705108007ff4f624becc678
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c",
+  "subset": "human",
+  "caption_segments": [
+    "The video starts with a close-up of the man, highlighting his dark, slightly messy hair and his attire: a yellow short-sleeved shirt layered under a brown sleeveless vest. He holds a white flip phone to his right ear, his left hand featuring a silver bracelet. Initially, he adjusts his hair with his right hand while listening to the call, his expression focused and attentive. The background is a soft blur of green foliage, suggesting an outdoor setting in natural daylight.",
+    "As the video progresses, the man continues his phone conversation, his posture and position remaining consistent. His facial expressions subtly shift, reflecting his engagement in the dialogue. The white flip phone stays firmly against his ear, and his left hand occasionally moves, possibly gesturing as he speaks. The background of green foliage remains unchanged, maintaining the serene outdoor ambiance.",
+    "In the next segment, the man's attention remains fixed on the conversation. His dark hair and casual clothing are still prominent, with the silver bracelet on his left wrist visible. The white flip phone is consistently held to his ear, and his slight head movements indicate active participation in the call. The background of blurred greenery continues to provide a tranquil setting, with no significant changes in the environment.",
+    "The video continues with the man still engaged in his phone call. His facial expressions and body language suggest a dynamic conversation, with occasional adjustments to his hair and phone placement. The background remains a consistent blur of green foliage, reinforcing the outdoor setting. The lighting highlights his features and attire, ensuring visual continuity.",
+    "Finally, the man concludes his phone conversation, his expression reflecting the end of the dialogue. The white flip phone is still held to his ear, and his left hand, with the silver bracelet, remains visible. The background of green foliage persists, maintaining the serene outdoor atmosphere. The camera remains steady, capturing the man's final moments in the scene, ensuring identity and spatial consistency throughout the video."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_4e31ccbc2ba908a5dea3826021605d7b/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_4e31ccbc2ba908a5dea3826021605d7b/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..52c7c5c00a05eb55ff923f92d71a88ceedbb2bdd
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_4e31ccbc2ba908a5dea3826021605d7b/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_4e31ccbc2ba908a5dea3826021605d7b",
+  "subset": "human",
+  "caption_segments": [
+    "A middle-aged man with short black hair and a neatly trimmed beard stands in a sterile, futuristic room. He wears a vibrant blue Hawaiian shirt adorned with bold red and pink floral patterns, paired with dark pants. His hands rest near his waist as he faces right, illuminated by the cool glow of overhead lights and digital panels lining the metallic walls.",
+    "The man begins to walk steadily toward the left side of the frame, his posture relaxed but purposeful. The bright colors of his shirt contrast sharply with the gray surroundings. As he moves, only his torso and legs remain visible, gradually slipping out of view as he approaches the edge of the frame.",
+    "The room is now empty of human presence. The metallic walls gleam under artificial lighting, reflecting the green digital schematics on the large screen. Ventilation grilles hum softly above the tiled floor, patterned with black diamond shapes. Control panels pulse faintly, maintaining the high-tech ambiance.",
+    "From the right side of the frame, a figure emerges—only the lower half visible at first. Dark pants step forward onto the diamond-patterned floor, followed by the vibrant blue Hawaiian shirt appearing just above the waistline. The man walks slowly, re-entering the scene with deliberate calm.",
+    "The man is now fully back in frame, standing still and facing right. His short black hair and beard are unchanged, the bright blue Hawaiian shirt with its red and pink floral design vivid against the sterile backdrop. He wears dark pants, hands near his waist, exactly as before—his appearance identical to the moment he was first seen."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..8f6f528600904addd53f6f4b591146d02abdbe53
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53",
+  "subset": "human",
+  "caption_segments": [
+    "The video begins with the adult male standing on the left, wearing a brown t-shirt and glasses, hands clasped. To his right are two children in yellow polo shirts. The boy starts speaking and gesturing towards a poster on the wall, while the girl stands beside him, listening attentively. The background includes a potted plant and hanging bags, suggesting a casual, educational setting.",
+    "The boy continues to point at the poster, explaining something to the girl. The girl turns her head to look at the poster as well, her expression showing curiosity. The adult male watches them, occasionally nodding, maintaining a calm and observant demeanor. The lighting is consistent, highlighting the details of their clothing and the poster.",
+    "The boy becomes more expressive, using hand gestures to emphasize his points. The girl listens closely, her head slightly tilted, indicating engagement. The adult male shifts his weight slightly, leaning forward to get a better view of the poster. The camera angle remains fixed, focusing on the interaction between the three.",
+    "The boy continues to gesture towards different parts of the poster, explaining its content to the girl. The girl nods and looks at the poster, absorbing the information. The adult male remains attentive, his gaze alternating between the children and the poster. The background elements, including the plant and bags, remain unchanged.",
+    "The boy concludes his explanation, still pointing at the poster, while the girl looks thoughtful, possibly processing what she has learned. The adult male smiles faintly, showing approval or amusement. The scene ends with the three individuals still engaged in their discussion, the poster serving as the focal point of their interaction."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_50d715c4d908df0d100ed558c05935da/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_50d715c4d908df0d100ed558c05935da/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..12cb42f8fb4601bece6a8f4b6f97e73aaa9fa4b5
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_50d715c4d908df0d100ed558c05935da/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_50d715c4d908df0d100ed558c05935da",
+  "subset": "human",
+  "caption_segments": [
+    "A woman in her late twenties or early thirties stands slightly left of center, wearing a dark blue saree adorned with gold polka dots and an intricately embroidered border, draped over a vibrant green short-sleeved blouse. Her long black hair is loosely tied back, framing her face. She wears delicate gold earrings and a thin necklace, standing in soft natural light that filters through an open doorway in a traditional Indian home.",
+    "The woman begins to walk forward, turning slightly toward the right side of the frame as she moves toward a staircase leading upward. Her saree flows gently with each step, catching the sunlight. Her expression remains calm, and only her upper body is visible as she ascends, gradually disappearing from view.",
+    "The staircase now dominates the frame, its wooden steps rising into shadowed silence. Sunlight streams across the polished floor, illuminating patterned curtains and green wooden doors in the background. The room feels still and quiet, bathed in golden light, with no trace of the woman remaining.",
+    "From the top of the frame, a figure descends slowly into view—her silhouette emerging first, then the edge of her dark blue saree with gold polka dots. Her feet appear on the lower steps, followed by her legs and torso, moving steadily downward as she returns to the sunlit space.",
+    "The woman is now fully visible again, standing in the same position as before—dark blue saree with gold polka dots, green blouse, long black hair tied back, gold earrings and delicate necklace gleaming. Her posture is relaxed, facing forward, stationary, and perfectly matched to her original appearance in the scene."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_55bd81eb0a8cba94b80bd32a7b743d0c/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_55bd81eb0a8cba94b80bd32a7b743d0c/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..1cd8e9e3a1e7b02dc88e836dd02de084b25be218
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_55bd81eb0a8cba94b80bd32a7b743d0c/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_55bd81eb0a8cba94b80bd32a7b743d0c",
+  "subset": "human",
+  "caption_segments": [
+    "A single middle-aged man stands centered, facing slightly right, his long gray beard and mustache framing a solemn face. He wears a traditional black Chinese official’s hat with a green jade-like ornament, a richly embroidered dark brown silk robe with swirling patterns, wide sleeves, and a high collar over a white inner layer. Behind him, a wooden-framed window with vertical bars and translucent paper panels diffuses soft natural light through light curtains.",
+    "The man begins to walk steadily toward the left, his heavy robe swaying slightly with each deliberate step. His hands remain folded at his sides as he moves, the intricate embroidery catching subtle light. Only half of his figure remains visible as he edges out of frame, the hat's jade ornament glinting faintly in the dim glow.",
+    "The room is now empty. The wooden-framed window with its vertical bars and translucent paper panels remains, softly lit by diffused daylight filtering through light-colored curtains. Shadows stretch gently across the floor, and the silence fills the space where the man once stood.",
+    "From the right side of the frame, the man re-enters, his dark robe and wide sleeves emerging first. The edge of his traditional black hat with its green jade ornament comes into view, followed by the curve of his long gray beard. He steps forward slowly, his presence returning with quiet purpose.",
+    "The man stands fully within the frame, centered and upright, facing slightly right. His long gray beard and mustache are unchanged, his dark hair neatly tucked beneath the black official’s hat adorned with the green jade ornament. He wears the same richly embroidered dark brown silk robe with wide sleeves and high collar over a white inner layer—every detail matching exactly as before. He stands still, solemn and composed."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_5612b2e51a7d67f231043ae8676caa42/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_5612b2e51a7d67f231043ae8676caa42/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..8b72999851667a8189f8206067022f1cb2d3798e
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_5612b2e51a7d67f231043ae8676caa42/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_5612b2e51a7d67f231043ae8676caa42",
+  "subset": "human",
+  "caption_segments": [
+    "A young woman stands centered in a quiet cemetery, her light reddish-brown hair pulled into a low ponytail secured by a small blue hair tie. She wears a bright turquoise zip-up fleece jacket with yellow trim along the zipper and cuffs, over a red crewneck shirt and a white-and-black grid-patterned top. Her fair skin is dotted with freckles across her nose and cheeks. She is slightly hunched, head bowed, under soft daylight filtering through blurred trees.",
+    "The woman slowly turns and begins walking away from the camera, her steps deliberate and measured. Her turquoise jacket sways gently with each movement as she moves deeper into the rows of weathered gray tombstones. Only her back and shoulders remain visible as she fades into the distance, her silhouette narrowing against the greenery.",
+    "The frame now holds only the stillness of the cemetery—weathered stone markers rise among patches of moss and wild grass. Sunlight dapples the ground through the canopy above, casting long, quiet shadows. No motion, no sound—just the gentle sway of leaves and the lingering presence of emptiness where she once stood.",
+    "From the far background, a faint figure emerges between two tall headstones. It’s the same woman, now approaching slowly toward the camera. Her turquoise jacket becomes distinguishable, followed by the glimpse of her red shirt and grid-patterned top. The blue hair tie catches the light as she draws nearer, barely visible at first.",
+    "The woman stands fully in frame, centered and still, her appearance unchanged. Her light reddish-brown hair is tied back with the small blue hair tie, her turquoise fleece jacket with yellow trim, red crewneck shirt, and white-and-black grid-patterned top all intact. Freckles dot her fair skin as she faces forward, posture slightly hunched, under the soft natural daylight."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..4437ee3b7c1edef31633f9b070eaa6d2c493a350
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d",
+  "subset": "human",
+  "caption_segments": [
+    "The video opens with the woman in the red sleeveless dress and short black hair, her silver bracelet glinting as she gracefully descends the grand staircase with golden railings. She carries a beige handbag and is surrounded by elegantly dressed individuals, including men in military uniforms and women in glamorous attire. The background features a framed poster of 'Frederic Zoller' and vibrant red floral arrangements, setting the stage for an opulent event.",
+    "As the woman reaches the bottom of the stairs, she turns to face forward, joining a group of formally dressed people. The camera follows her movement, capturing the details of her red dress and the interactions around her. The setting remains richly decorated with the 'Frederic Zoller' poster and red flowers, enhancing the sophisticated atmosphere. She engages in conversation with a man in a white military uniform and another in a black tuxedo, both holding glasses of champagne.",
+    "The woman in the red dress continues her conversation with the man in the black tuxedo, their interaction lively and animated. The camera focuses on their exchange, highlighting the details of their attire and the surrounding environment. The background elements, including the 'Frederic Zoller' poster and red flowers, remain prominent, reinforcing the opulent setting. Her short black hair and silver bracelet are consistently visible, ensuring identity persistence.",
+    "The scene transitions smoothly as the woman in the red dress turns slightly, her posture and expression indicating an engaging conversation with the man in the tuxedo. The camera captures the details of their interaction, with the background elements remaining consistent. The 'Frederic Zoller' poster and red flowers continue to enhance the sophisticated ambiance, while the woman's red dress and silver bracelet are clearly visible.",
+    "Finally, the woman in the red dress maintains her position in the group, continuing her conversation with the man in the black tuxedo. The camera focuses on their interaction, capturing the details of their attire and the surrounding environment. The background elements, including the 'Frederic Zoller' poster and red flowers, remain prominent, reinforcing the opulent setting. Her short black hair and silver bracelet are consistently visible, ensuring identity persistence throughout the scene."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_578d8af5881bc33062dd34c2f7f163a4/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_578d8af5881bc33062dd34c2f7f163a4/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..8bedbb3afa188cefec5ca7e6d01dc29b6e4af1bc
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_578d8af5881bc33062dd34c2f7f163a4/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_578d8af5881bc33062dd34c2f7f163a4",
+  "subset": "human",
+  "caption_segments": [
+    "A middle-aged individual stands near the right side of a quiet suburban street, partially hidden by a white building and wooden gate. They wear a dark short-sleeved shirt, light gray pants, and a beige cap that obscures their hair. A small dark shoulder bag crosses their torso. The person faces slightly away, standing upright on the curb under bright midday sunlight.",
+    "The person begins to move forward, stepping toward the upper edge of the frame. Their posture remains upright as they walk along the sidewalk, passing behind the gate and ascending a gentle ramp. Only their lower body is visible now, with the dark bag shifting slightly as they rise out of view.",
+    "The scene remains still—no trace of the person. The quiet residential street stretches beneath a clear sky, flanked by low-rise houses and greenery. Power lines crisscross above, and the wooden gate stands motionless. Sunlight bathes the pavement evenly, casting soft shadows from the trees lining the sidewalk.",
+    "From the top of the frame, a figure begins to descend. A glimpse of the light-colored cap appears first, followed by the dark shoulder bag and the top of the short-sleeved shirt. The person moves slowly down the ramp, re-entering the frame from above, partially obscured by the building’s edge.",
+    "The person is now fully visible again, standing in the same position as before. They wear the same dark short-sleeved shirt, light gray pants, and beige cap, with the dark shoulder bag slung across their torso. Their hair remains hidden, and they stand upright, facing slightly away from the camera, perfectly matching their earlier appearance."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..80bd6947d66dea5a4121bb07a8797a352de8feaf
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e",
+  "subset": "human",
+  "caption_segments": [
+    "The video opens with a view through an ornate white metal gate, which frames the entrance to a warmly lit interior. A man with short dark hair and a gray beard, wearing a dark jacket over a collared shirt with white trim, steps forward from behind the gate. His face becomes fully visible as he begins to speak, gesturing with his hands. The background features a wooden door with glass panes and decorative wall patterns, adding to the elegant ambiance of the setting.",
+    "As the man continues to speak, a woman with short dark hair, dressed in a light pink ribbed sweater, enters from behind him. She walks alongside him, her attention focused on him as he gestures and explains something. The ornate white metal gate remains in the foreground, framing their movement as they proceed deeper into the room. The background reveals more of the interior, including a glimpse of a railing and additional decorative elements on the walls.",
+    "The man and woman continue their walk through the elegantly decorated room, moving closer to the camera. The man, still wearing his dark jacket and collared shirt, turns slightly towards the woman as they converse. The woman, in her light pink sweater, smiles and responds to him, her expression indicating engagement in the conversation. The ornate white metal gate is still visible in the foreground, but the background now shows more of the room's details, including a brick-patterned section of the wall and a black railing.",
+    "The couple moves further into the room, their interaction becoming more animated. The man gestures with his hands as he speaks, emphasizing his points, while the woman listens attentively, nodding and smiling. The ornate white metal gate remains in the foreground, but the background reveals more of the room's intricate details, including a black railing and additional decorative elements on the walls. The camera follows them closely, capturing their dynamic interaction.",
+    "In the final moments of the video, the man and woman continue their walk through the elegantly decorated room. The man, still wearing his dark jacket and collared shirt, turns slightly towards the woman as they converse. The woman, in her light pink sweater, smiles and responds to him, her expression indicating engagement in the conversation. The ornate white metal gate is still visible in the foreground, but the background now shows more of the room's details, including a brick-patterned section of the wall and a black railing. The camera maintains a steady follow shot, keeping both individuals in focus as they move through the space."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..4a2035ec6d61a858c31a1345aefc6d83053e37a2
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067",
+  "subset": "human",
+  "caption_segments": [
+    "The man starts walking across the roof, moving from the left side of the frame toward the center. The camera follows him from a high angle, capturing the texture of the shingles beneath his feet and the dense green foliage in the background. His yellow Hawaiian shirt flutters slightly as he walks, and his sunglasses reflect the bright sunlight. The antenna structure is visible on the right, beginning to come into focus as he approaches it.",
+    "As the man continues his walk, the camera begins to zoom in, transitioning from a wide shot to a medium shot. His facial expression remains neutral, and he occasionally looks around, taking in his surroundings. The details of his clothing become clearer, including the floral patterns on his shirt and the 'CHAMPION' logo on his t-shirt. The antenna structure grows larger in the frame, indicating his proximity to it.",
+    "The man reaches the base of the antenna and comes to a stop. The camera is now in a medium close-up, capturing his upper body and face in detail. He places one hand on his hip and adjusts his sunglasses with the other. The background shows a mix of greenery and a distant, hazy landscape, possibly a city or valley. His posture is relaxed yet assertive, and he seems to be contemplating his next move.",
+    "The man stands near the antenna, his body angled slightly away from the camera. He uses both hands to adjust his hair, running them through his blonde locks. The camera remains focused on him, capturing the movement of his arms and the way his muscles flex under the sunlight. The antenna structure is prominently featured in the foreground, while the greenery and distant landscape provide a serene backdrop.",
+    "Finally, the man removes his yellow Hawaiian shirt, revealing his bare torso. The camera captures the motion in a close-up shot, emphasizing the contrast between his sun-kissed skin and the vibrant colors of his shirt. He tosses the shirt aside, his movements fluid and confident. The antenna structure remains in the foreground, and the background of greenery and distant landscape completes the scene."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_58873d90a08168cc1fa4396a2b50ee29/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_58873d90a08168cc1fa4396a2b50ee29/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..ef6a24167651b3fa31935b40050b47e8bbf03064
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_58873d90a08168cc1fa4396a2b50ee29/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_58873d90a08168cc1fa4396a2b50ee29",
+  "subset": "human",
+  "caption_segments": [
+    "A person stands in the foreground of the underground parking garage, wearing a navy blue wool coat with brass buttons, dark gray trousers, and black leather boots. Their short, neatly styled brown hair frames a calm face, partially shadowed by a wide-brimmed beige hat. They carry a vintage leather satchel over their right shoulder, its strap worn from use.",
+    "The person turns slowly, stepping forward into the dimly lit corridor between parked cars. Their movements are deliberate as they walk deeper into the background, the red SUV to their left reflecting their silhouette. The satchel swings gently with each step, the hat casting a soft shadow across their face.",
+    "The figure vanishes completely behind a concrete pillar marked \"G,\" leaving only the quiet hum of the garage. The polished floor glints under fluorescent lights, the black sedan’s headlights still glowing faintly. Teal-painted columns stand tall, and directional signs point toward elevators and hotel access.",
+    "From the far end of the corridor, a faint shape emerges—first just the edge of a navy coat and the tip of a beige hat. The person walks steadily toward the camera, the satchel visible again, swinging slightly. The overhead lights catch the brim of the hat as they grow closer.",
+    "The person stands fully in frame, centered and still. They wear the same navy blue wool coat, dark gray trousers, black boots, and wide-brimmed beige hat. The vintage leather satchel rests on their shoulder, and their short brown hair is unchanged. The garage remains silent around them."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_598a47450ab89ffa918d5e99a23920f2/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_598a47450ab89ffa918d5e99a23920f2/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..e403efe557cc9f741de9e441c24f2a2b6da652ad
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_598a47450ab89ffa918d5e99a23920f2/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_598a47450ab89ffa918d5e99a23920f2",
+  "subset": "human",
+  "caption_segments": [
+    "A woman stands center frame, dressed in a tailored crimson silk qipao with intricate gold embroidery along the collar and sleeves. Her long, dark hair is styled in a sleek low bun, adorned with a delicate pearl hairpin. She wears subtle gold earrings and holds a small red clutch with a silver clasp, standing poised before the purple velvet curtain bearing golden Chinese characters.",
+    "The woman begins to walk steadily toward the right side of the frame, her movements graceful and deliberate. The hem of her qipao sways slightly with each step, and the red clutch remains held close to her side as she moves out of view, only her left shoulder and arm visible at the edge of the frame.",
+    "The stage is now empty. The rich purple velvet curtain fills the frame, its diagonal folds catching the light. The golden characters \"盛女作戰自由行\" gleam brightly above the logo \"好華旅行社,\" while the ornate gold trim glints subtly at the edges. The gray curtain to the left remains still, and no movement disturbs the scene.",
+    "From the left edge of the frame, a sliver of crimson silk reappears—first the sleeve of the qipao, then the curve of her shoulder. The red clutch becomes visible as she steps forward, her silhouette emerging slowly into the light, the pearl hairpin catching a glint as she continues to enter.",
+    "The woman stands fully in frame once more, centered and still. Her crimson silk qipao with gold embroidery, sleek low bun with pearl hairpin, gold earrings, and red clutch are exactly as before. She faces forward, composed and poised, against the backdrop of the purple velvet curtain and glowing golden text."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_5ed1a592711f34644eafbea26c90c438/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_5ed1a592711f34644eafbea26c90c438/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..b5be3d4659dc09458211450c33dec845fcaab1c9
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_5ed1a592711f34644eafbea26c90c438/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_5ed1a592711f34644eafbea26c90c438",
+  "subset": "human",
+  "caption_segments": [
+    "A man in his late 50s to early 60s stands slightly off-center, facing right with a serious, contemplative expression. He has short, dark hair graying at the temples, neatly combed back, and a thin mustache. Dressed in a dark, high-collared traditional garment made of thick wool or cotton, he is illuminated by soft, warm light from a blurred candle or lantern behind him, casting deep shadows across his weathered face.",
+    "The man begins to walk steadily toward the right side of the frame, his movements deliberate and unhurried. His dark garment sways slightly with each step, and only his upper body remains visible as he moves out of view, the dimly lit wooden background softly glowing around him.",
+    "The frame is now empty—no trace of the man remains. Only the blurred, warm glow of the candlelight lingers, illuminating the wooden beams and indistinct shapes of an old interior space. Shadows stretch quietly across the floor, and the stillness fills the room with a sense of anticipation.",
+    "From the left edge of the frame, the man slowly re-enters, emerging into view. His dark, high-collared garment appears first, followed by the side of his face, still marked by subtle lines and a furrowed brow. The warm light catches the gray at his temples as he steps forward, steady and composed.",
+    "The man is fully back in frame, standing slightly off-center, facing right with his head turned toward the camera. His short, dark hair with gray temples, thin mustache, and dark traditional garment are unchanged—every detail matches exactly as before. He stands still, solemn and present, under the soft glow of the candlelight."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_61b0ad2b7871543b8529bfe4e9d62751/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_61b0ad2b7871543b8529bfe4e9d62751/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..a31a697d70066b8d54917469ec734456dded56f4
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_61b0ad2b7871543b8529bfe4e9d62751/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_61b0ad2b7871543b8529bfe4e9d62751",
+  "subset": "human",
+  "caption_segments": [
+    "A man in his late twenties, dressed in a richly embroidered red robe with intricate gold patterns and a soft pink inner collar, stands solemnly. His dark hair is neatly pulled back, revealing a somber face streaked with tears. Beside him, a woman rests her head on his shoulder, adorned with an ornate golden hairpin set with blue gemstones, her elaborate black updo signifying noble status. The warm, blurred orange-red background glows like fire, casting emotional light on their intimate sorrow.",
+    "The man slowly turns to the left, his red robe flowing with deliberate grace as he begins to walk out of frame. His tear-streaked face remains visible for a moment, eyes downcast, before only the edge of his sleeve and the curve of his shoulder linger at the left boundary of the shot.",
+    "The frame now holds only the warm, fiery orange-red backdrop, softly blurred and glowing like embers. No figures remain—just the lingering warmth and texture of the scene, untouched by movement, silent and still, evoking absence and quiet tension.",
+    "From the right side of the frame, the edge of a rich red robe reappears, followed by the man’s shoulder and the glint of gold embroidery. He steps forward steadily, his dark hair tied back, the corner of his tear-streaked face emerging into view as he returns from the shadows.",
+    "The man stands fully in frame once more, wearing the same intricately patterned red robe with gold thread and pink inner collar. His dark hair is neatly pulled back, tears still tracing his cheeks, and beside him, the woman rests her head on his shoulder, her golden hairpin with blue gems gleaming. They are still, rooted in the same moment of sorrow under the warm, fiery glow."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_624afc154dfb1dd55409d8cec4cc3435f0a00bacb0dfd05fe151dac12b936f66/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_624afc154dfb1dd55409d8cec4cc3435f0a00bacb0dfd05fe151dac12b936f66/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..174e10d6125bd62ffc70ff70633035e3ff1a8bb3
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_624afc154dfb1dd55409d8cec4cc3435f0a00bacb0dfd05fe151dac12b936f66/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_624afc154dfb1dd55409d8cec4cc3435f0a00bacb0dfd05fe151dac12b936f66",
+  "subset": "human",
+  "caption_segments": [
+    "The video begins with a close-up shot of an elderly couple in a dimly lit, traditional East Asian room. The man, with a long gray beard and hair tied back, wears a light-colored robe with gold embroidery. The woman, with long gray braided hair, is dressed in a dark black robe with intricate patterns and a golden headpiece. They are positioned near a wooden lattice window, with flickering candlelight illuminating their faces. The man gently places his hand on the woman's shoulder as she leans into him, their expressions conveying a sense of deep connection.",
+    "Continuing from the previous scene, the couple remains in their embrace. The woman rests her head on the man's shoulder, her eyes closed in a state of peaceful contentment. The man's expression is calm and composed, his gaze directed slightly downward. The camera slowly pans around them, capturing the subtle movements of their heads and the gentle sway of their bodies. The background remains consistent, with the wooden lattice window and the flickering candles providing a warm, ambient light.",
+    "As the scene progresses, the man slightly turns his head, his expression softening further as he looks at the woman. The woman keeps her eyes closed, her face relaxed and serene. The camera maintains its focus on their faces, highlighting the intricate details of their clothing and the ornate decorations on the woman's headpiece. The background elements, including the wooden lattice and the candles, remain unchanged, reinforcing the intimate and timeless atmosphere of the moment.",
+    "In the next segment, the couple continues to stand close together, their embrace unwavering. The man's hand remains gently placed on the woman's shoulder, and her head stays resting on his shoulder. The camera subtly shifts, capturing the slight changes in their facial expressions and the gentle movement of their hair. The warm candlelight continues to cast a soft glow on their faces, enhancing the sense of tranquility and intimacy.",
+    "Finally, the video concludes with a lingering shot of the couple in their embrace. The man's head is slightly turned, his expression reflecting a mix of serenity and contemplation. The woman keeps her eyes closed, her face relaxed and content. The camera slowly pulls back, revealing more of the room's details, including the ornate decorations and the steady flame of the candles. The scene ends with the couple still holding each other, their identities and positions consistent throughout, leaving a lasting impression of their tender connection."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_64347f1fce75e0878848a5bf4d341e88/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_64347f1fce75e0878848a5bf4d341e88/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..955beca868c076577a5dcd037471391a95496392
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_64347f1fce75e0878848a5bf4d341e88/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_64347f1fce75e0878848a5bf4d341e88",
+  "subset": "human",
+  "caption_segments": [
+    "A man in his late twenties to early thirties sits upright at a polished wooden witness stand in a dimly lit courtroom. He has dark brown, neatly styled hair with a side part and a light beard and mustache. He wears a dark navy suit jacket over a light gray dress shirt and a dark tie with diagonal white stripes. A silver microphone with a black foam cover rests before him. Wood-paneled walls, teal curtains, and a leather chair frame the scene.",
+    "The man rises slowly from the witness stand, turning slightly toward the right as he begins ascending a shallow staircase behind him. His posture remains tense, shoulders squared. Only the lower half of his body is visible as he climbs, the suit jacket draping over his back, the striped tie catching faint light.",
+    "The staircase is now empty. The polished wood floor reflects the soft overhead glow. Behind the stand, the leather chair sits untouched. Teal curtains hang still against the paneled walls. The silver microphone stands alone, silent. No movement, no sound—only the quiet weight of the courtroom’s stillness.",
+    "From the top of the staircase, the man descends into view, feet first. His dark suit jacket and striped tie become visible as he steps down. His silhouette emerges gradually, one foot then the other, moving cautiously. The lower half of his face comes into sight—his jawline defined, beard trimmed, expression serious.",
+    "The man is fully seated again at the witness stand, posture upright and composed. His dark brown hair is neatly parted, light beard and mustache intact. He wears the same dark navy suit jacket, light gray shirt, and diagonally striped tie. The silver microphone rests before him. The courtroom remains unchanged—wood panels, teal curtains, leather chair—quiet and expectant."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_648172ff667b555bdbe841c37896d863b957129f8ba0f72df65ef44490d1d632/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_648172ff667b555bdbe841c37896d863b957129f8ba0f72df65ef44490d1d632/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..65b591436fbe32cdfbfabcad40bc11f8457cffc8
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_648172ff667b555bdbe841c37896d863b957129f8ba0f72df65ef44490d1d632/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_648172ff667b555bdbe841c37896d863b957129f8ba0f72df65ef44490d1d632",
+  "subset": "human",
+  "caption_segments": [
+    "The video opens with a close-up shot of a woman seated in a dimly lit room, her face softly illuminated by ambient light. She has medium-length dark hair pulled back, revealing her delicate features. She is wearing a light-colored floral short-sleeve dress with a subtle pattern, a thin gold necklace with a small pendant, and a ring on her left ring finger. A beige handbag rests on her lap. Initially, she appears contemplative, looking down at the handbag.",
+    "Continuing from the previous scene, the woman reaches into the beige handbag resting on her lap and retrieves a smartphone. She holds the phone in her right hand, examining it briefly before preparing to make a call.",
+    "The woman brings the smartphone to her ear, beginning a conversation. Her expression shifts subtly as she listens and speaks, indicating attentiveness and involvement in the discussion. The background remains blurred, maintaining the intimate atmosphere.",
+    "As the conversation continues, her facial expressions change slightly, reflecting her engagement and emotional response to the dialogue. The lighting remains consistent, highlighting her features and the details of her attire.",
+    "Finally, the woman maintains her focus on the conversation, her posture steady and her expression thoughtful. The beige handbag remains on her lap, and the overall ambiance of the room stays warm and subdued, emphasizing the personal nature of the interaction."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_66df359de69304827ac8c906e3bcd858/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_66df359de69304827ac8c906e3bcd858/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..27f60acaea822399a6aabd6b0382187fc9f767ac
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_66df359de69304827ac8c906e3bcd858/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_66df359de69304827ac8c906e3bcd858",
+  "subset": "human",
+  "caption_segments": [
+    "Inside a serene traditional Japanese room with wooden beams and shoji screens, four adults stand in quiet stillness. The man on the far left wears a gray suit jacket over a white shirt, blue patterned tie, and round wire-rimmed glasses; his short black hair grays at the sides. He holds a dark-bound book, eyes focused, posture composed.",
+    "The man begins to move steadily toward the left, stepping forward with deliberate calm. His gray jacket sways slightly as he walks, the book held close to his chest. His glasses catch the soft light as he exits, half his form now obscured by the edge of the frame.",
+    "The room remains still—wooden beams stretch overhead, paper walls glow softly in natural light filtering through the glass door. Shoji screens cast delicate shadows. No figure is visible; only the quiet elegance of the space lingers, untouched and tranquil.",
+    "A faint movement stirs at the right edge of the frame. The man re-enters, emerging slowly from the side. Only his shoulder and part of his gray jacket are visible, the dark-bound book just peeking into view as he steps back into the room.",
+    "The man stands fully in frame once more, exactly as before: gray suit jacket, white shirt, blue patterned tie, round wire-rimmed glasses, short black hair with graying sides. He holds the dark-bound book firmly, posture steady, gaze calm—identical to the first moment, motionless and complete."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_6a7d09a3add8ca9b49569c206c1d279510f527b473e6f3b976f41f11271da841/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_6a7d09a3add8ca9b49569c206c1d279510f527b473e6f3b976f41f11271da841/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..ccff3394b5caea84b1942477362581dac5837cc7
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_6a7d09a3add8ca9b49569c206c1d279510f527b473e6f3b976f41f11271da841/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_6a7d09a3add8ca9b49569c206c1d279510f527b473e6f3b976f41f11271da841",
+  "subset": "human",
+  "caption_segments": [
+    "The video begins with a close-up shot of a man in a blue military-style uniform, complete with white lace collar and epaulets, and multiple colorful medals on his chest. He is bald, with a prominent mustache, and wears round gold-rimmed sunglasses. His white-gloved hand is visible as he starts speaking. To his left stands a woman in a beige and white striped dress with a high collar, pearl necklace, and green trim, while to his right is a woman in a light purple lace dress. The background features a traditional folding screen with floral patterns. The camera is steady, focusing on the man as he begins to speak.",
+    "Continuing from the initial scene, the man in the blue military-style uniform remains the central figure, speaking animatedly. His round gold-rimmed sunglasses and white gloves are still prominent, and he makes slight gestures with his gloved hand. The two women beside him remain in their respective positions; the woman on the left in the striped dress with pearl accessories and the woman on the right in the purple lace dress. The floral-patterned folding screen in the background remains unchanged, providing a consistent and elegant setting. The camera angle remains fixed, keeping the man centered.",
+    "As the video progresses, the man in the blue military-style uniform continues his speech, his expression becoming more animated. His round gold-rimmed sunglasses and white gloves are still visible, and the colorful medals on his chest add to his distinguished appearance. The two women flanking him remain in place, the woman on the left in her striped dress with pearl accents and the woman on the right in her purple lace dress. The floral folding screen in the background provides a stable and elegant backdrop. The camera maintains its focus on the man, capturing his continued dialogue.",
+    "The scene transitions smoothly as the man in the blue military-style uniform continues to speak, his gestures becoming more pronounced. His round gold-rimmed sunglasses and white gloves remain a focal point, and the colorful medals on his chest are clearly visible. The two women beside him remain stationary; the woman on the left in the striped dress with pearl accessories and the woman on the right in the purple lace dress. The floral-patterned folding screen in the background remains a constant element, providing a consistent setting. The camera angle stays fixed, ensuring the man remains the primary focus.",
+    "Finally, the man in the blue military-style uniform concludes his speech, his expression remaining animated. His round gold-rimmed sunglasses and white gloves are still prominent, and the colorful medals on his chest add to his distinguished look. The two women flanking him remain in their respective positions; the woman on the left in the striped dress with pearl accessories and the woman on the right in the purple lace dress. The floral folding screen in the background provides a stable and elegant setting. The camera maintains its focus on the man, capturing his final words as the video ends."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..46288b8f2a33eaf0d0d443b25529e28b00316d15
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2",
+  "subset": "human",
+  "caption_segments": [
+    "The video opens with a group of elegantly dressed individuals walking down a bright, modern hallway. The camera focuses on a woman wearing an orange and black vertically striped off-shoulder jumpsuit, black high-heeled sandals, and large hoop earrings. She walks away from the camera, then turns around to greet a man in a pink suit. The hallway is adorned with tall black vases and features a well-lit interior space with shelves displaying various items in the background.",
+    "As the scene progresses, the woman in the orange and black striped jumpsuit shakes hands with the man in the pink suit. Another woman, dressed in a leopard print top and white pants, stands beside them, observing the interaction. The camera follows their movement, capturing the formal and composed demeanor of the group. In the background, other individuals begin to appear, including a woman in a black lace dress holding a white folder.",
+    "The group continues to gather in the hallway, with the woman in the orange and black striped jumpsuit engaging in conversation with the man in the pink suit. The woman in the leopard print top and white pants remains by their side, while the woman in the black lace dress and the man in the purple outfit are now more prominently visible in the background. The camera angle shifts slightly to include these new arrivals, maintaining the formal and elegant atmosphere of the scene.",
+    "The interaction between the woman in the orange and black striped jumpsuit and the man in the pink suit continues, with the woman gesturing as they converse. The woman in the leopard print top and white pants stands close by, while the woman in the black lace dress and the man in the purple outfit observe the exchange. The background remains consistent, with the tall black vases and well-lit interior space providing a sophisticated setting.",
+    "The scene concludes with the group still gathered in the hallway. The woman in the orange and black striped jumpsuit faces the camera directly, continuing her conversation with the man in the pink suit. The woman in the leopard print top and white pants stands close by, while the woman in the black lace dress and the man in the purple outfit are positioned further back, observing the interaction. The camera remains steady, capturing the formal and composed demeanor of all individuals, with the background elements remaining consistent throughout."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_6b9b1a8e216fab48de8cd19e4dc64623938d6ba960de15aa358d749b58cf4ad1/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_6b9b1a8e216fab48de8cd19e4dc64623938d6ba960de15aa358d749b58cf4ad1/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..1984caf2e88d9b7bafc4d1fd5b9d7943e29b91aa
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_6b9b1a8e216fab48de8cd19e4dc64623938d6ba960de15aa358d749b58cf4ad1/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_6b9b1a8e216fab48de8cd19e4dc64623938d6ba960de15aa358d749b58cf4ad1",
+  "subset": "human",
+  "caption_segments": [
+    "The video begins with a close-up of the woman, her dark brown hair neatly pulled back and her white blouse with black dot patterns and blue patterned sleeves clearly visible. She appears to be speaking, her expression conveying a sense of earnestness. The man, partially visible on the left, is seated across from her, listening intently. The background hints at a vintage room with dark curtains and a shelf holding various items.",
+    "As the camera slowly zooms out, the full view of the man becomes apparent. He is wearing a light-colored shirt and has his arms crossed on the wooden table. The woman continues to speak, gesturing with her hands to emphasize her points. The room's details become more evident, including a bed with floral bedding, a side table with a lamp, and shelves displaying decorative objects. The interaction between the two remains the focal point, with the woman leading the conversation.",
+    "The camera angle shifts slightly, providing a clearer view of the woman's face and upper body. She continues to engage in the conversation, her expressions and gestures indicating her involvement. The man listens attentively, occasionally nodding or responding. The background remains consistent, with the floral wallpaper, framed pictures, and vintage decor contributing to the room's ambiance.",
+    "The woman picks up a glass of water from the table and takes a sip, her actions adding a natural rhythm to the conversation. The man responds, his expression reflecting his engagement in the dialogue. The camera captures their interaction from a slightly different angle, emphasizing their facial expressions and the dynamics of their conversation. The room's details, including the white teapot on the table and the framed artwork on the walls, remain visible.",
+    "Finally, the woman places the glass back on the table, her hands clasped together as she continues to speak. The man listens, his posture relaxed but attentive. The camera maintains a steady focus on their interaction, capturing the nuances of their conversation. The room's vintage charm, with its floral bedding, side table lamp, and shelves filled with decorative items, provides a consistent backdrop throughout the scene."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_706eb14f9529584488b0c725fae2e5e0/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_706eb14f9529584488b0c725fae2e5e0/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..fa7f649567bbad8bd146a164a2d3fecf03bffe29
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_706eb14f9529584488b0c725fae2e5e0/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_706eb14f9529584488b0c725fae2e5e0",
+  "subset": "human",
+  "caption_segments": [
+    "Five men stand in a line within a grand traditional Chinese palace hall, illuminated by soft natural light filtering through sheer curtains. The central figure wears a bright yellow robe with purple sleeves and collar over a magenta undergarment, a red hat adorned with a black feather and small red ornament, and long hair tied back. The others wear matching maroon robes with blue accents, black belts, and red hats topped with gold knobs. All face forward, slightly angled toward the center.",
+    "The central figure begins to step forward, turning slowly to his right, his yellow robe flowing gently with the motion. His red hat tilts slightly as he moves, the black feather swaying. He walks past the edge of the frame, partially obscured now, still visible from the waist up as he proceeds toward the corner.",
+    "The hallway remains empty—ornate blue and gold drapes hang behind wooden furniture, calligraphy scrolls adorn the walls, and patterned wall hangings shimmer in the light. The room is still, quiet, bathed in soft daylight. No movement, no sound—only the lingering presence of tradition and silence.",
+    "A faint rustle draws attention as the central figure reappears around the same corner, emerging gradually into view. Only half of his body is visible—the vibrant yellow robe, one side of the red hat with its black feather, and a glimpse of his long tied-back hair—returning slowly, deliberately, into the frame.",
+    "The man stands fully in frame once more, identical to before: bright yellow robe with purple sleeves and collar, magenta undergarment, red hat with black feather and red ornament, long hair tied back. He faces forward, centered, stationary, as the scene holds steady, unchanged, complete."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_716ae4bb7a980adf9dd6fcecb4dab499/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_716ae4bb7a980adf9dd6fcecb4dab499/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..50ac8242c71fbc48dcea577b84f282b6f183a43e
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_716ae4bb7a980adf9dd6fcecb4dab499/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_716ae4bb7a980adf9dd6fcecb4dab499",
+  "subset": "human",
+  "caption_segments": [
+    "A single adult male in his late twenties or early thirties stands near a large window, facing slightly left. He has short, dark black hair with a neat side part, an athletic build, and wears a plain white sleeveless cotton tank top with a small rectangular logo on the upper left chest. He holds a smartphone in both hands, fingers typing, illuminated by its soft glow against the dim indoor light.",
+    "The man begins to walk steadily toward the right, still focused on his phone. His shoulders shift forward as he moves, arms bent at the elbows, hands gripping the device. His muscular frame is partially visible as he exits the frame, the city lights behind him blurring into streaks of distant illumination.",
+    "The figure is completely gone from view. Only the dimly lit room remains—soft shadows cast across the floor, the faint glow of ambient light from the phone fading. Outside, the nighttime cityscape stretches into the distance, blurred lights shimmering like scattered stars beneath a dark sky.",
+    "A silhouette emerges from the left edge of the frame, stepping slowly into view. The man’s shoulder and arm appear first, followed by the outline of his head and torso. He walks with purpose, still holding the smartphone, his posture upright yet relaxed, moving steadily toward the center.",
+    "The man is fully back in frame, standing in the same spot as before. He has short, dark black hair styled neatly with a side part, wears the same white sleeveless tank top with the small logo patch, and holds the smartphone in both hands. His athletic build is clear, no accessories visible, face softly lit by the screen’s glow, stationary and composed."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..c31593bc856c0b8544e3344657c00da9e81ff906
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5",
+  "subset": "human",
+  "caption_segments": [
+    "The video begins with Man A, wearing a dark blue button-up jacket and sporting a mustache, seated at a desk in a dimly lit office. A green lamp and papers are on the desk, and a large map hangs on the wall behind him. Man B, dressed in a brown three-piece suit with a striped tie, stands beside him. The camera captures their initial positioning, focusing on the formal setting with wooden paneling and a filing cabinet in the background.",
+    "Man A rises from his chair and turns to face Man B, who remains standing. The camera follows their movement as they begin to walk toward the window. The office environment is detailed with a wooden chair, a green lamp, and soft lighting from table lamps. The transition sets the stage for their shift in focus from the desk to the window.",
+    "As they approach the window, the camera pans to capture their profiles. Man A, in his dark blue jacket, adjusts his collar while looking out the window with a thoughtful expression. Man B, in his brown suit, stands beside him, also gazing outward. The intricate lattice design of the window and the brick column outside become prominent in the frame, adding depth to the scene.",
+    "The camera continues to follow Man A and Man B as they stand by the window. Man A maintains his posture, occasionally adjusting his collar, while Man B looks out pensively. The background includes additional table lamps and the lattice windows, reinforcing the formal and contemplative atmosphere of the office.",
+    "In the final segment, the two men remain by the window, their expressions reflecting a sense of contemplation. Man A, with his dark blue jacket and mustache, keeps his hand near his collar, while Man B, in his brown suit, continues to look out thoughtfully. The camera subtly shifts to emphasize their profiles against the backdrop of the lattice windows and soft lighting, concluding the scene with a sense of quiet reflection."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_742495876ba9f32bc0d45179f29107d6/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_742495876ba9f32bc0d45179f29107d6/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..26cef6e3f8523f6bd1c43b0c0eec814d8dc6be2f
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_742495876ba9f32bc0d45179f29107d6/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_742495876ba9f32bc0d45179f29107d6",
+  "subset": "human",
+  "caption_segments": [
+    "A young adult male stands in sharp focus, his dark hair neatly tied into a topknot with two braided strands framing his face. He wears a cream tunic beneath a dark green scarf, layered under a grayish-black segmented armor vest with brown leather trim and cross-stitch patterns. A red outer garment drapes over one shoulder. His expression is intense, eyes fixed on the blurred figure before him.",
+    "The man begins to move forward, stepping slowly toward a massive stone pillar that looms in the foreground. His posture remains upright, arms at his sides, as he advances. The edge of his red cloak flutters slightly, revealing more of the armored vest as he moves closer to the occlusion.",
+    "The pillar now fully blocks the view. Only the dimly lit chamber remains visible—muted tones, soft shadows, and indistinct architectural details. The air feels still, the silence heavy. No trace of the man remains; the space behind the pillar is empty, the scene undisturbed.",
+    "From the other side of the pillar, a sliver of movement appears—a flash of red fabric followed by the edge of the grayish-black armor. The man emerges gradually, his braided hair catching the faint light as he steps into frame, half-hidden, still moving forward.",
+    "The man is now fully visible, standing in the same position as before. His dark hair is neatly tied in a topknot, braids framing his face. He wears the cream tunic, dark green scarf, segmented armor vest with leather trim, and red outer garment. His expression remains intense, gaze steady. He stands still, unchanged, anchoring the moment."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_748077903f9e45d18862c86007a4b65d/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_748077903f9e45d18862c86007a4b65d/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..5072f173f6619b834f89bfd01ed4526b66a12cf8
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_748077903f9e45d18862c86007a4b65d/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_748077903f9e45d18862c86007a4b65d",
+  "subset": "human",
+  "caption_segments": [
+    "Two women stand side by side in a futuristic setting, bathed in dim red and gray lighting. The woman on the left has fair skin, wavy blonde hair cascading over her shoulders, and wears a deep red, form-fitting dress with long sleeves and a plunging V-neckline. She smiles broadly, wearing bold red lipstick, her right arm raised. The woman on the right has pale, textured skin, dark markings resembling tattoos, elongated cranial horns, and wears a black armored outfit with intricate detailing and raised shoulder pieces. Her left arm is raised, clasping the other’s hand.",
+    "The two women begin to walk slowly backward into the geometrically patterned background, their figures receding deeper into the dimly lit space. The woman in red maintains her smile, her arm still lifted, while the alien-like woman holds her hand tightly. They move steadily, becoming smaller as they retreat toward the shadows.",
+    "The scene is now empty. The red and gray geometric panels dominate the frame, illuminated by faint, pulsing lights. No movement or presence remains—only the quiet, dramatic atmosphere of the futuristic environment echoes in the stillness.",
+    "A faint silhouette emerges from the far background, walking forward through the dim light. The figure grows clearer—two arms raised, one hand grasping the other’s. The woman in red begins to reappear, her flowing blonde hair catching the glow, followed closely by the alien-like woman in black armor.",
+    "The two women are fully back in frame, standing side by side as before. The woman on the left wears the same deep red dress, her blonde curls framing her face, bold red lips smiling, right arm raised. The woman on the right has pale skin, dark markings, cranial horns, and a black armored suit, her left arm linked with the other’s. Both stand still, centered and complete."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_784aff1067931694c7be27bd7b91b733/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_784aff1067931694c7be27bd7b91b733/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..735ed7f91fa112d5e2c30fe32446e9a757d30917
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_784aff1067931694c7be27bd7b91b733/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_784aff1067931694c7be27bd7b91b733",
+  "subset": "human",
+  "caption_segments": [
+    "A woman in her late twenties or early thirties stands centered in a dimly lit interior space, her dark shoulder-length hair neatly pulled back from her face. She wears a simple high-necked black blouse, no jewelry, no accessories. Her fair skin is softly illuminated on one side, shadows deepening the other. Her expression is serious, eyes fixed forward, lips slightly parted, conveying quiet intensity.",
+    "She begins to turn slowly to her right, her movement deliberate and measured. The edge of her black blouse brushes against the frame as she pivots away. Her hair shifts subtly with the motion, her gaze still directed forward, unblinking. The light catches the curve of her jaw as she moves toward the corner, partially disappearing from view.",
+    "The corner is now empty. Only the dark, indistinct background remains—shadows pooling in the corners, faint outlines of walls meeting at a sharp angle. The ambient lighting casts a soft glow on the textured surface near the floor, but no trace of the person remains. Silence fills the space.",
+    "From the same corner, a sliver of dark hair emerges, followed by the edge of her black blouse. She rounds the bend slowly, reappearing inch by inch. Her silhouette grows clearer as she steps into the light, her posture upright, her face still obscured by the angle. The scene breathes with anticipation.",
+    "She is fully back in frame, standing exactly where she began. Her dark shoulder-length hair is neatly pulled back, her black high-necked blouse pristine, no accessories visible. Her fair skin glows softly under the directional light, shadows framing one side of her face. Her expression remains serious, eyes steady, lips slightly parted—identical to the moment she first appeared. She stands still, poised."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_793e3f6a347e2672d701b7ba42d6ee1450191f0fb174156790ee3dd2bdca130d/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_793e3f6a347e2672d701b7ba42d6ee1450191f0fb174156790ee3dd2bdca130d/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..52cdeca3865a061dc3f2ef45030e15417eb99a04
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_793e3f6a347e2672d701b7ba42d6ee1450191f0fb174156790ee3dd2bdca130d/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_793e3f6a347e2672d701b7ba42d6ee1450191f0fb174156790ee3dd2bdca130d",
+  "subset": "human",
+  "caption_segments": [
+    "The video begins with a man in a light pink traditional Chinese outfit and a white hat seated on a wooden chair, facing a distressed individual in a brown robe. To his left, a woman in an ornate light pink qipao adorned with gold embroidery and jewelry sits quietly. The man starts to speak, gesturing with his hands as he interacts with the distressed person. The camera focuses on the trio, capturing the subtle movements and expressions that convey the gravity of the situation.",
+    "As the scene progresses, the man in the pink outfit continues to engage with the distressed individual, now placing his hands on their shoulders in a gesture of reassurance. The woman in the qipao observes the interaction closely, her expression reflecting empathy. The man adjusts his posture slightly, maintaining eye contact with the distressed person, while the woman remains seated, her hand still resting on the man's shoulder. The camera subtly shifts to emphasize the emotional connection between the characters.",
+    "The interaction deepens as the man in the pink outfit leans forward, offering further support to the distressed individual, who remains hunched over. The woman in the qipao watches attentively, her gaze fixed on the exchange. The man's gestures become more pronounced, indicating his earnest attempt to comfort the other person. The camera maintains a steady focus on the trio, ensuring that the viewer remains immersed in the emotional dynamics of the scene.",
+    "In the next segment, the man continues to provide comfort to the distressed individual, his hands gently placed on their back. The woman in the qipao remains seated, her expression conveying a mix of concern and compassion. The background, with its brick walls and barred gate, remains constant, reinforcing the confined and intimate nature of the setting. The camera angle subtly changes to capture the evolving interaction from different perspectives.",
+    "Finally, the man in the pink outfit continues to console the distressed individual, who remains in a hunched position. The woman in the qipao watches closely, her hand still resting on the man's shoulder, symbolizing her support. The scene concludes with the trio deeply engaged in their interaction, the man's gestures and the woman's attentive presence highlighting the emotional depth of the moment. The barred gate and brick walls in the background remain unchanged, maintaining the spatial consistency of the scene."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..0de430f31861e2543c10f9a2e427bcf9e0f74357
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06",
+  "subset": "human",
+  "caption_segments": [
+    "The video opens with a close-up shot of two astronauts in white space suits, featuring red and blue stripes on the arms, American flag patches on the right arm and left shoulder, and mission patches on the left chest area. They are floating in the vastness of space, surrounded by the blackness of the cosmos and scattered stars. The astronauts, wearing clear helmet visors and black gloves, begin by moving along the exterior of a spacecraft, their movements deliberate and focused. The camera follows them closely, capturing the intricate details of their suits and the complex machinery they interact with.",
+    "As the astronauts continue their work, the camera angle shifts slightly, providing a clearer view of the spacecraft's exterior panels and equipment. The astronauts, still in their white suits with distinctive markings, are seen using tools and manipulating components, their actions precise and methodical. The Earth begins to come into view in the background, its blue oceans and white clouds adding a vibrant contrast to the dark expanse of space. The camera maintains a steady follow, ensuring that the astronauts' detailed suits and the spacecraft's features are captured in detail.",
+    "The astronauts then move to a different section of the spacecraft, where they continue their meticulous work on the exterior panels. The camera provides a dynamic perspective, highlighting their interactions with the machinery and the intricate details of the spacecraft's structure. The Earth remains visible in the background, its vibrant colors and cloud patterns adding depth to the scene. The astronauts, still wearing their white suits with red and blue stripes, American flag patches, and mission patches, are seen working in tandem, their movements synchronized and purposeful.",
+    "As the sequence progresses, the camera captures the astronauts from various angles, ensuring that their detailed suits and the spacecraft's complex structure are consistently visible. The Earth's blue oceans and white clouds remain a constant backdrop, emphasizing the vastness of space and the astronauts' isolation. The astronauts continue their tasks with precision, their movements deliberate and focused, as they navigate the intricate machinery of the spacecraft.",
+    "Finally, the video concludes with the astronauts still engaged in their work on the spacecraft's exterior. The camera provides a final, sweeping view of their detailed suits and the complex machinery they interact with, with the Earth's vibrant colors and cloud patterns serving as a stunning backdrop. The astronauts' movements are captured in detail, ensuring that their identity and spatial consistency are maintained throughout the sequence, leaving a lasting impression of their dedication and skill in the vast expanse of space."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_7bda0fd8f6ce9ad0df725fb277d41615/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_7bda0fd8f6ce9ad0df725fb277d41615/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..4fe367ef33a2c1e4bc3a69bf9f37376ab38b81fa
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_7bda0fd8f6ce9ad0df725fb277d41615/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_7bda0fd8f6ce9ad0df725fb277d41615",
+  "subset": "human",
+  "caption_segments": [
+    "A woman with shoulder-length dark brown hair sits at a wooden kitchen table, wearing a gray long-sleeved V-neck sweater over a black undershirt and blue jeans. Her posture is relaxed yet expressive, hands gesturing mid-conversation. A white mug rests before her, and natural light bathes the room, highlighting white cabinets, a yellow teapot on the stove, and decorative plates on the wall.",
+    "The seated woman rises slowly from the chair, turning to her left as she begins walking out of frame. Her gray sweater sways gently with each step, and her dark hair falls loosely around her shoulders. The background remains still—only her movement draws focus as she exits toward the left edge of the frame.",
+    "The kitchen is now empty of the woman. Sunlight streams through large windows, illuminating the white cabinets, yellow teapot, and patterned plates. The white mug sits untouched on the table, and the younger woman in the pink shirt continues washing dishes at the sink, unaware of the absence.",
+    "A figure re-enters the frame from the right, stepping into view with steady purpose. The gray long-sleeved sweater and dark brown hair are visible first, followed by the blue jeans. She walks calmly toward the center, her presence returning gradually to the warm, sunlit kitchen space.",
+    "The woman stands fully in frame, centered at the table once more. Her shoulder-length dark brown hair frames her face, and she wears the same gray V-neck sweater over a black undershirt and blue jeans. The white mug remains untouched beside her. The kitchen glows with soft daylight, and she stands still, poised and present."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_7c5301bbf87582fa8317efa8de3a3bbb/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_7c5301bbf87582fa8317efa8de3a3bbb/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..525fab34b9736228364b66a4aafbc5584437867f
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_7c5301bbf87582fa8317efa8de3a3bbb/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_7c5301bbf87582fa8317efa8de3a3bbb",
+  "subset": "human",
+  "caption_segments": [
+    "Five adults stand in a wood-paneled room adorned with framed paintings. On the far left, a woman in a red blazer over a dark top, long straight dark hair, large dangling earrings, and arms crossed faces right. Beside her, a man in a gray suit, white shirt, black tie, short dark hair, and beard stares ahead. In center, a woman in a white collared shirt and black sleeveless vest, long dark hair pulled back, stands upright. To her right, a woman in a yellow top, brown ponytail, gold hoop earrings, holds a black clutch. On the far right, a woman in a bright pink blazer with a gold button, dark hair tied back, pearl-like earrings, grips a dark tablet case. Soft lighting illuminates their faces clearly.",
+    "The woman in the red blazer begins to turn toward the right side of the frame, her arms still crossed. Her long dark hair sways slightly as she pivots, her profile now visible. She steps forward, moving past the man in the gray suit, her body partially obscured by the edge of the frame as she approaches the corner.",
+    "The corner of the wood-paneled room remains empty. Framed paintings hang on the walls, softly lit by ambient light. The polished wooden floor reflects subtle shadows. No movement is visible; the space feels still and quiet, awaiting return.",
+    "A figure emerges from the right corner, stepping slowly into view. The silhouette reveals the red blazer first, then the dark top beneath. Long straight hair flows down her back, and one dangling earring catches the light. Her arms remain crossed as she advances, half-visible, re-entering the scene.",
+    "The woman in the red blazer stands fully in frame, arms crossed, facing right. Her long dark hair is straight, large dangling earrings glint, and her slim build is clear. She wears the same dark top under the red blazer. Her appearance matches exactly as before—no change. She stands still, centered in the elegant room, illuminated by soft, even light."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_7dbe82b3856152fb0c0ee99ef4082b0a/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_7dbe82b3856152fb0c0ee99ef4082b0a/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..dc220b2e9a34b1be0bd31c500105e3f5f1b6d4d6
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_7dbe82b3856152fb0c0ee99ef4082b0a/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_7dbe82b3856152fb0c0ee99ef4082b0a",
+  "subset": "human",
+  "caption_segments": [
+    "Two young East Asian men stand side by side in a softly lit room with wooden paneling and pale yellow striped wallpaper. Both wear matching gray open-front jackets over cream-colored traditional shirts with buttoned collars. The man on the left has short, neatly side-parted black hair; the one on the right has slightly longer, tousled wavy hair. Neither wears accessories. Their expressions are calm and neutral, framed by a geometric-patterned glass window to the left.",
+    "The man on the right begins to walk slowly backward into the depth of the room, his figure receding toward the far wall. His jacket sways gently with each step, and his tousled hair catches the soft daylight as he moves deeper into the background, still partially visible against the warm wooden panels.",
+    "The room is now empty—no trace of either man remains. Only the quiet stillness lingers. The wooden paneling, striped wallpaper, and geometric window frame remain unchanged under the diffused natural light. A faint shadow stretches across the floor where they once stood, but no movement disturbs the scene.",
+    "From the far end of the room, a figure emerges—first just the edge of a gray jacket, then the silhouette of the man with wavy dark hair. He walks steadily forward, his steps measured and deliberate. As he nears, the cream shirt beneath the jacket becomes visible, and the soft light glints off his tousled locks.",
+    "The man stands fully in frame, centered and still. He wears the same gray open-front jacket over the cream traditional shirt, his wavy dark hair tousled as before. No accessories adorn him. His expression is calm, matching his earlier appearance exactly. The room remains unchanged, bathed in soft daylight."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_817969e50ee353b7ce1f00aac13da122/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_817969e50ee353b7ce1f00aac13da122/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..7c4039012e9ea32d823f45c08a19952c43c9f101
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_817969e50ee353b7ce1f00aac13da122/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_817969e50ee353b7ce1f00aac13da122",
+  "subset": "human",
+  "caption_segments": [
+    "A man in his late 30s to early 40s sits in the foreground, facing slightly right. He has short, dark brown hair with a neat tapered cut and a light mustache. His expression is serious, brows furrowed, mouth slightly open. He wears a black zip-up jacket with red accents on the collar and inner lining over an unbuttoned light blue collared shirt. No accessories are visible. His elbows rest forward, posture engaged. The background is softly blurred—warm wooden tones, indistinct chairs, ambient lighting casting soft shadows.",
+    "The man shifts his weight, leaning back slightly before pushing himself up from the surface. He turns toward the left side of the frame, stepping forward with purpose. His jacket moves with him, revealing more of the red lining as he begins to walk past a large stone pillar that starts to block his form.",
+    "The pillar now fully obscures the man. Only the warm, softly lit interior remains—wooden paneling, muted café-style seating, and dim overhead lights casting gentle glows. The space feels quiet, still, untouched by motion. No trace of the man is visible; the environment stands alone in calm stillness.",
+    "From behind the pillar’s right edge, a sliver of black jacket appears, followed by the curve of his shoulder. The red accent along the collar peeks into view. His movement is steady, deliberate. He steps further into frame, half-visible now, the light catching the edge of his dark hair and the faint outline of his mustache.",
+    "The man is fully back in frame, seated again in the same position as before. His short dark brown hair, light mustache, and serious expression remain unchanged. He wears the black zip-up jacket with red accents and the unbuttoned light blue shirt. No accessories. Elbows rest forward, posture engaged. The background remains softly blurred, warm and still. He is stationary, exactly as in the beginning."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_838dce5a9033de45ff32c1ac749a1abb/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_838dce5a9033de45ff32c1ac749a1abb/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..83bd5c562977f6713ab6101e360c6850c9de9b52
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_838dce5a9033de45ff32c1ac749a1abb/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_838dce5a9033de45ff32c1ac749a1abb",
+  "subset": "human",
+  "caption_segments": [
+    "A man with a full beard and dark, wavy hair styled upward stands in a warmly lit hallway, wearing a brown zip-up sweater with gray trim over a collared shirt and suspenders. His serious expression is framed by the cream-colored walls and arched doorways behind him, while another man in a navy double-breasted uniform holds a tray of pastries nearby.",
+    "The bearded man begins to turn left, stepping forward with purpose toward a corner in the hallway. His body angles away from the camera as he moves, the suspenders shifting slightly with his motion, his face still visible but partially obscured by the curve of the wall ahead.",
+    "The corner now blocks all view of the man; only the cream-colored walls, wooden doors, and blurred figures in the background remain. Warm light spills across the polished floor, and the distant murmur of voices echoes through the quiet corridor.",
+    "From the same corner, the man re-emerges, slowly stepping back into frame. His shoulder and part of his face come into view first, the brown sweater and gray trim catching the light as he rounds the bend, his steady gaze fixed forward.",
+    "The man stands fully in frame once more, his full beard and dark, wavy hair neatly styled, wearing the same brown zip-up sweater with gray trim, collared shirt, and suspenders. He is stationary, facing the camera with a serious expression, exactly as before."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_83b3cedecab05d08da8fb96abf7774a0/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_83b3cedecab05d08da8fb96abf7774a0/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..c6ed36b63e1f0775cbf39792de402f5635610335
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_83b3cedecab05d08da8fb96abf7774a0/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_83b3cedecab05d08da8fb96abf7774a0",
+  "subset": "human",
+  "caption_segments": [
+    "Inside a car with tan leather seats, two young adults sit in the front. The person on the left has dark brown hair in a messy bun, loose strands framing her face, wearing a cream-colored short-sleeved top with faint polka dots. The person on the right, driving, has short dark hair, a \"55\" tattoo on his neck, and wears a muted plaid shirt over a dark undershirt. Rain streaks the windows, soft daylight illuminating the scene.",
+    "The driver slowly lifts his hands from the steering wheel, shifting his body toward the open door. He begins to rise, moving upward and out of frame, his plaid shirt and tattooed neck visible as he ascends a ramp just beyond the car’s edge, partially obscured by rain-blurred glass.",
+    "The car remains still, empty in the front seat. Tan upholstery glistens under natural light. Raindrops trail down the windshield, blurring the green landscape outside. The steering wheel rests untouched. Silence fills the space where the driver once sat, only the steady patter of rain breaking the quiet.",
+    "A figure descends from above, stepping into view from the top of the frame. The lower half of the man's body appears first—his plaid shirt and jeans visible—then his hands return to the steering wheel. His neck tattoo comes into sight as he lowers himself back into the driver’s seat.",
+    "The driver is fully seated again, hands resting on the wheel. His short dark hair, \"55\" tattoo, and layered plaid shirt are clearly visible. The woman beside him remains unchanged—her messy bun, loose strands, and cream polka-dot top exactly as before. Both are still, framed by rain-streaked windows and soft daylight."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_852002d435de2eb08124f2db92b982743836a02733476284f3befcc4563f1a6c/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_852002d435de2eb08124f2db92b982743836a02733476284f3befcc4563f1a6c/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..6b45a3349f6443ebdc59573dcccf5a1ba87c6542
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_852002d435de2eb08124f2db92b982743836a02733476284f3befcc4563f1a6c/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_852002d435de2eb08124f2db92b982743836a02733476284f3befcc4563f1a6c",
+  "subset": "human",
+  "caption_segments": [
+    "The video opens with a medium shot of the man standing near a desk filled with blueprints, a triangular ruler, and a green desk lamp. He is wearing a light blue short-sleeved shirt, black trousers, and glasses. He looks around the room, seemingly assessing the situation, before turning and beginning to walk away from the desk.",
+    "As the man walks away from the initial desk, the camera pans to follow his movement. He passes by other individuals seated at wooden desks, who are focused on their work. The room is decorated with large charts and Chinese calligraphy posters on the walls, and the natural light from the windows illuminates the space.",
+    "The man continues walking deeper into the room, moving past more workers who are seated at desks, engrossed in their tasks. The camera maintains a steady follow shot, capturing his progression through the workspace. The background remains consistent, with wooden desks, large windows, and various charts and posters visible.",
+    "The man approaches the front of the room, where additional workers are seated at desks, working on blueprints. The camera continues to follow him, keeping him centered in the frame. The natural light from the windows highlights the details of the workspace and the concentration of the workers.",
+    "Finally, the man reaches the front of the room, continuing his walk past more individuals who are seated at desks. Another man in a dark shirt briefly enters the frame, leaning over a desk to assist one of the workers. The camera captures this interaction as the man in the light blue shirt continues his steady pace through the room."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_887135b3f6040e2cbd61ed2cb6fb3a43/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_887135b3f6040e2cbd61ed2cb6fb3a43/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..5287e24e2d56084b1cbd98a53fc7d393e6814b71
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_887135b3f6040e2cbd61ed2cb6fb3a43/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_887135b3f6040e2cbd61ed2cb6fb3a43",
+  "subset": "human",
+  "caption_segments": [
+    "A man in his late 40s or early 50s stands close to a woman near a large window, his balding head framed by long dark hair tied into a low ponytail. He wears a dark green leather jacket with a raised collar and visible zipper, his thick beard shadowed by soft, diffused light. His posture is slightly hunched, gaze lowered, expression somber as he leans toward the woman beside him.",
+    "The man begins to walk steadily out of frame to the left, his leather jacket brushing against the edge of the window frame. His movements are slow and deliberate, his silhouette gradually shrinking as he moves away from the woman, who remains still, her back turned to the camera.",
+    "The frame is now empty of human presence. Only the blurred gray apartment building outside the window remains visible, its flat façade stretching across the glass. Soft daylight filters through, casting faint shadows on the worn wooden floor and the baseboard along the wall.",
+    "From the right side of the frame, the man re-enters slowly, his dark leather jacket first appearing at the edge. His long dark ponytail swings gently as he steps forward, one shoulder emerging into view, his beard catching the dim light as he turns slightly toward the center.",
+    "The man is fully back in frame, standing in the same position as before. His balding head, long dark ponytail, thick beard, and dark green leather jacket are identical to the initial moment. He leans slightly forward, gaze downcast, still close to the woman whose blonde hair remains partially obscured. The scene is still, unchanged."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_89eb24aae5fb32f897ee3c7e82be71bd/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_89eb24aae5fb32f897ee3c7e82be71bd/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..5592e1b3654e83229d48091600493e3501d1d812
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_89eb24aae5fb32f897ee3c7e82be71bd/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_89eb24aae5fb32f897ee3c7e82be71bd",
+  "subset": "human",
+  "caption_segments": [
+    "A young man stands in the foreground, his slender frame draped in a light gray silk robe with a high collar, exuding ancient nobility. His dark hair is slicked back into a precise topknot beneath an ornate silver filigree headdress, accented by a gleaming yellow pin. His expression is serious, eyes fixed to the right, as blurred greenery and stone architecture frame the overcast outdoor terrace.",
+    "The young man turns slowly, stepping away from the camera with measured grace. His robes flow gently as he walks deeper into the background, his silver headdress catching faint light. Only his back and the curve of his shoulders remain visible as he moves toward the distant edge of the terrace.",
+    "The terrace is now empty—only the stone railing, misty green foliage, and soft architectural details remain under the overcast sky. The air feels still, the scene quiet, with no trace of movement or presence, just the lingering atmosphere of a historical moment suspended in time.",
+    "From the far background, a figure begins to emerge—slowly, deliberately. The silhouette of a young man in light gray robes appears at the edge of the frame, his silver headdress glinting as he steps forward. His form grows clearer, approaching steadily from the depth of the terrace.",
+    "The young man stands fully in frame, identical to before—light gray silk robe, high collar, dark topknot secured beneath the intricate silver filigree headdress with its yellow pin. His expression remains serious, gaze steady. He is motionless, perfectly anchored in place, as if time itself has returned him unchanged."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_8ae37cf1302690f05069bc82d5cc4d8502f32b3ea4fe097764698fe50147f2be/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_8ae37cf1302690f05069bc82d5cc4d8502f32b3ea4fe097764698fe50147f2be/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..eb990b41f2123c5d5216ca97940b42c3907f246e
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_8ae37cf1302690f05069bc82d5cc4d8502f32b3ea4fe097764698fe50147f2be/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_8ae37cf1302690f05069bc82d5cc4d8502f32b3ea4fe097764698fe50147f2be",
+  "subset": "human",
+  "caption_segments": [
+    "The video opens with the two men positioned in an industrial facility, surrounded by large stainless steel tanks and red piping. The man on the left, sporting dark curly hair and light stubble, is dressed in a dark olive-green jacket. He stands calmly, facing the man on the right, who is bald, wears glasses, and has a goatee, dressed in a dark plaid shirt. The man on the right holds a long-handled tool with a mesh scoop, beginning to gesture with it as he speaks, drawing the attention of the other man.",
+    "As the scene progresses, the man on the right becomes more expressive with his tool, moving it in various directions to illustrate his points. His facial expressions become more animated, suggesting he is explaining something important. The man on the left remains attentive, his posture steady, occasionally nodding in response. The background, with its industrial equipment and control panels, remains unchanged, maintaining the setting's authenticity.",
+    "The interaction continues with the man on the right using the tool to point towards the large tank behind them, possibly highlighting a specific aspect of their work. His gestures are deliberate, and his tone seems to convey urgency or importance. The man on the left listens intently, his expression reflecting engagement and understanding. The camera stays focused on the two, ensuring their interaction remains the central element of the scene.",
+    "Moving into the next phase, the man on the right shifts the tool's position, now holding it closer to his body while continuing his explanation. His gestures are less expansive but remain purposeful. The man on the left maintains his stance, his gaze fixed on the other man, indicating active participation in the conversation. The industrial setting, with its metallic surfaces and red pipes, provides a consistent and immersive backdrop.",
+    "Finally, the man on the right concludes his explanation, holding the tool still as he looks directly at the man on the left. The man on the left nods slightly, signaling comprehension or agreement. The scene ends with both men standing in the same positions, the industrial environment unchanged, emphasizing the continuity and focus of their interaction throughout the video."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_9027b4e5a55cba1d62077dcf90a4cf13/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_9027b4e5a55cba1d62077dcf90a4cf13/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..32fb39d78ab40690c67eb62b4d60ce2564feadf6
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_9027b4e5a55cba1d62077dcf90a4cf13/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_9027b4e5a55cba1d62077dcf90a4cf13",
+  "subset": "human",
+  "caption_segments": [
+    "A young man in his late twenties stands centered, arms raised high with fingers pointed upward. He wears a black long-sleeved button-up shirt with red and black striped trim at the collar and cuffs, a silver chain necklace, and ear piercings in both ears. His short dark hair is neatly styled with a slight fade. Eyes closed, mouth slightly open, he appears emotionally expressive. Behind him, a yellow sports car glows softly in a dimly lit garage, overhead lights casting gentle shadows.",
+    "The man begins to walk steadily toward the right side of the frame, arms lowering slowly. His silhouette remains clear as he moves, the red-trimmed cuffs of his shirt catching light. The yellow car stays in focus behind him, while his form gradually shifts out of view, leaving only the edge of his shoulder visible before vanishing.",
+    "The frame now holds only the dimly lit garage space. The yellow sports car dominates the foreground, its sleek curves illuminated by soft overhead lighting. In the blurred background, a red vehicle and structural beams are faintly visible. The air feels still, quiet, with no trace of movement or presence.",
+    "From the left edge of the frame, a figure begins to re-enter. A sliver of black fabric with red and black trim appears first—then the curve of an arm, the gleam of a silver chain. The man’s dark hair and ear piercings come into view as he steps forward, moving steadily into the scene.",
+    "The man is fully back in frame, standing upright with arms raised again, fingers pointed upward. He wears the same black long-sleeved shirt with red and black striped trim, silver chain necklace, and ear piercings. His short dark hair is neatly styled with a slight fade. Eyes closed, mouth slightly open, he remains motionless, centered before the yellow sports car in the dim garage."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_905900711f77b59bbbca83e0d71469a935b4f6d646f82da062039c5454f57287/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_905900711f77b59bbbca83e0d71469a935b4f6d646f82da062039c5454f57287/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..21648ec380a7dd56acb37e72c52d836cf6759b3e
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_905900711f77b59bbbca83e0d71469a935b4f6d646f82da062039c5454f57287/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_905900711f77b59bbbca83e0d71469a935b4f6d646f82da062039c5454f57287",
+  "subset": "human",
+  "caption_segments": [
+    "The video opens with a close-up of a man in a gray pinstripe suit jacket over a white collared shirt, his short dark hair neatly styled. His face shows signs of stress, with visible sweat on his forehead and slight dark circles under his eyes. He is seated in a formal setting, likely a courtroom or auditorium, with a blurred audience in the background. The lighting is soft, highlighting the texture of his suit and the details of his face.",
+    "As the scene progresses, the man subtly shifts his gaze, looking slightly to the left and then back to the center, indicating he is focused on something or someone off-camera. His expression remains serious and contemplative, with minimal movement, suggesting he is deeply engaged in the situation.",
+    "The man's gaze continues to shift slightly, now looking more directly forward. His lips move subtly, suggesting he might be about to speak or reacting to something being said. The background audience remains out of focus, maintaining the sense of depth and context. The lighting continues to emphasize the texture of his suit and the details of his face.",
+    "The man's expression becomes more animated, with his mouth opening slightly as if he is speaking or responding to a question. His gaze shifts slightly to the right, indicating a change in focus or reaction. The camera remains steady, keeping his face in sharp focus, capturing the subtle changes in his expression and the slight sheen of sweat on his forehead.",
+    "In the final moments, the man's expression remains engaged, with his mouth slightly open as if he is continuing to speak. His gaze is directed slightly to the right, and the background audience is still out of focus. The lighting continues to highlight the texture of his suit and the details of his face, emphasizing the stress and fatigue evident in his appearance."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_909850a1b95ce39b4d7b9a0fde693d5aa4c72ea05412eaef5ad854bdcaaa06d5/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_909850a1b95ce39b4d7b9a0fde693d5aa4c72ea05412eaef5ad854bdcaaa06d5/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..e034c8df7fc81ea79655b5ed8b4b1d355adfc9d9
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_909850a1b95ce39b4d7b9a0fde693d5aa4c72ea05412eaef5ad854bdcaaa06d5/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_909850a1b95ce39b4d7b9a0fde693d5aa4c72ea05412eaef5ad854bdcaaa06d5",
+  "subset": "human",
+  "caption_segments": [
+    "The video begins with a close-up of a man and a woman standing outdoors. The man, on the left, has short dark hair, wears round patterned glasses (black and white frames), a black turtleneck shirt, and a light grey blazer. The woman, on the right, has long dark hair with a small braid at the front and is wearing a white collared shirt under a light grey blazer. Both are looking off to the right, seemingly focused on something out of frame. The background is blurred green foliage, suggesting a garden or park setting. The camera is steady, capturing their upper bodies and facial expressions.",
+    "As the scene progresses, the man and woman maintain their positions and gazes. The man’s expression changes subtly as he appears to begin speaking or reacting verbally, his mouth moving while his eyes remain fixed on the object of their attention. The woman starts to smile faintly, her head tilting slightly as if she finds the situation amusing or intriguing. The background remains unchanged, with the blurred greenery providing a consistent natural backdrop.",
+    "The interaction continues with the man and woman still looking off to the right. The man’s expression softens further, transitioning into a slight smile as he seems to share in the woman’s amusement. The woman’s smile widens, and she turns her head slightly toward the camera while still glancing back at the object of their attention. Her body language suggests she is enjoying the moment. The camera remains steady, keeping both individuals in focus against the backdrop of green foliage.",
+    "In the next segment, the man and woman continue their interaction. The man’s smile becomes more pronounced, indicating a shared sense of humor or enjoyment. The woman, now fully smiling, turns her head slightly more toward the camera, her eyes sparkling with amusement. She glances back at the object of their attention one last time before fully engaging with the viewer. The background remains consistent, with the blurred greenery providing a natural and serene setting.",
+    "Finally, the man and woman conclude their interaction. The man’s smile softens into a contented expression, and he looks directly at the camera for a brief moment before returning his gaze to the object of their attention. The woman, still smiling broadly, turns her head fully toward the camera, her eyes meeting the viewer’s. Her demeanor suggests she is happy and satisfied with the moment. The camera remains steady, capturing their expressions against the backdrop of blurred green foliage."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_92cd0b9310ed70784d1899a123c69892/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_92cd0b9310ed70784d1899a123c69892/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..2b0449c617e015d48d1004caafb09e5c3061e108
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_92cd0b9310ed70784d1899a123c69892/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_92cd0b9310ed70784d1899a123c69892",
+  "subset": "human",
+  "caption_segments": [
+    "Two Black men stand in a dimly lit record store, fluorescent lights casting cool shadows. The man on the left wears a camouflage jacket over a white hoodie and light gray button-up shirt, a gold chain with a small pendant glinting at his neck. He has a black headband with white logos, medium-length dreadlocks framing his face, and a serious expression. The man on the right, partially cropped, wears a dark green jacket and yellow knitted beanie, long thick dreadlocks draped over his shoulders, a graying beard, and intense eyes gazing off-frame. Vinyl records line shelves behind them.",
+    "The man on the left begins to move slowly toward the left side of the frame, stepping past a tall stack of vinyl racks. His body turns slightly, the camouflage jacket shifting as he walks. One hand brushes against a shelf, briefly obscuring part of his face. The man on the right remains still, eyes fixed beyond the frame, as the first man’s form starts to disappear behind a large wooden pillar.",
+    "The pillar now fully blocks the view. Only the record store remains—shelves packed with albums, a wall lined with vintage cover art, and a distant figure browsing near the back. Fluorescent lighting hums overhead, illuminating dust motes in the air. The space feels quiet, suspended, waiting for movement to return.",
+    "A silhouette emerges from behind the pillar on the left, moving steadily into frame. The outline of a camouflaged jacket appears first, then the edge of a white hoodie and a glimpse of a gold chain. The man steps forward, one foot visible, dreadlocks swaying slightly. He pauses, half-revealed, as the scene holds breath.",
+    "The man is now fully back in frame, standing in the same position as before. He wears the camouflage jacket over a white hoodie and light gray button-up shirt, the gold chain with its small pendant resting against his chest. His black headband with white logos sits snugly, medium-length dreadlocks loosely framing his face. He stands still, expression serious, exactly as he was at the start."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_989d76420e9f2b2445c65bc49854a7061552e401437784233ed7d8d19bb3d0b8/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_989d76420e9f2b2445c65bc49854a7061552e401437784233ed7d8d19bb3d0b8/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..ff4396f9b0566a21bd0e3a10eb2d439d0ed590bb
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_989d76420e9f2b2445c65bc49854a7061552e401437784233ed7d8d19bb3d0b8/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_989d76420e9f2b2445c65bc49854a7061552e401437784233ed7d8d19bb3d0b8",
+  "subset": "human",
+  "caption_segments": [
+    "The video begins with a close-up shot of an older man in profile, wearing a light-colored cowboy hat and a greenish-brown jacket. His face is detailed, with visible wrinkles and a rugged texture, suggesting a life spent outdoors. The background features a soft, hazy sky with distant mountains, creating a sense of depth and tranquility. The lighting is warm and natural, likely from the early morning or late afternoon sun, casting gentle highlights on his face and hat.",
+    "As the scene progresses, the man's head moves slightly, turning a bit more towards the right. This subtle motion reveals more of his facial features, including his strong jawline and the lines etched into his skin. The lighting remains consistent, with the sun continuing to illuminate his face from the same angle. The mountains in the background remain a static, majestic presence, adding to the serene atmosphere.",
+    "The man continues to turn his head, now facing almost directly away from the camera. The focus shifts to the back of his cowboy hat and the nape of his neck, which is also textured and weathered. The lighting begins to soften slightly, suggesting the sun is moving lower in the sky. The distant mountains are still visible but appear slightly darker, indicating the changing light conditions.",
+    "The camera follows the man as he completes his turn, now fully facing away from the viewer. The shot captures the back of his hat and shoulders, with the greenish-brown jacket blending into the natural surroundings. The lighting has dimmed further, casting longer shadows and giving the scene a more subdued tone. The mountains in the background are now more silhouetted against the sky, enhancing the sense of depth and vastness.",
+    "In the final moments, the man stands still, gazing out at the expansive landscape. The camera holds steady, focusing on the back of his hat and the quiet, reflective mood of the scene. The lighting is now quite soft, with the sky taking on a deeper blue hue, suggesting the approach of evening. The overall atmosphere is one of peaceful contemplation, with the man seemingly absorbed in the beauty of the natural world around him."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_995567eab15684b2bc9227f6918c661e/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_995567eab15684b2bc9227f6918c661e/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..7013c517dd1b0cc1de21ca3edf099460a15590f8
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_995567eab15684b2bc9227f6918c661e/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_995567eab15684b2bc9227f6918c661e",
+  "subset": "human",
+  "caption_segments": [
+    "A man in his late thirties to early forties stands close to the camera, filling the frame. He has a light brown complexion, short dark brown hair swept back with a slight side part, and wears thick black-rimmed rectangular glasses resting low on his nose. Dressed in a crisp muted brown collared shirt, he gazes downward with a faint smirk, set against a dimly lit office backdrop featuring a blurred white blueprint pinned to a dark wall.",
+    "The man begins to shift forward, stepping slowly toward the right side of the frame. His body angles slightly as he moves, the edge of his shoulder and collar still visible. His expression remains contemplative, eyes glancing down, while the dim ambient lighting casts soft shadows across his face and shirt.",
+    "The man is now completely obscured by a large, dark pillar that rises from the floor, blocking the entire view. Only the cool-toned office environment remains—dark walls, faint outlines of furniture, and the white blueprint hanging motionless in the hazy background, illuminated by subtle overhead lights.",
+    "From behind the pillar, the man starts to emerge on the left side of the frame. First, the tip of his collar appears, followed by the curve of his shoulder and the edge of his glasses. His movement is deliberate, slow, as he steps into view, the faint smirk returning to his lips.",
+    "The man is fully back in frame, standing in the same position as before. He wears the same muted brown collared shirt, neatly pressed, with the crisp collar visible. His dark brown hair is swept back, and the thick black-rimmed glasses sit low on his nose. His expression holds a subtle smirk, eyes looking down and slightly toward the camera, the dim office backdrop unchanged behind him."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_9da45b0dda481df321390b359e1a6023/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_9da45b0dda481df321390b359e1a6023/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..c7459ea94754d9b6d7e7bd972ef58cc72b22f46c
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_9da45b0dda481df321390b359e1a6023/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_9da45b0dda481df321390b359e1a6023",
+  "subset": "human",
+  "caption_segments": [
+    "A woman stands centered in a sun-dappled garden, wearing a vibrant purple and pink patterned silk robe with a high collar and flowing sleeves. Her dark brown hair is styled in an intricate updo, accented with yellow ribbons, silver star-shaped ornaments, and delicate beads. She wears long star-motif earrings, bright yellow eyeshadow, and defined brows, her expression solemn as she gazes slightly left.",
+    "The woman begins to walk slowly away from the camera, her silhouette receding into the soft greenery. The folds of her silk robe ripple gently with each step, her earrings swaying. Her form grows smaller, partially obscured by foliage, yet her posture remains upright and deliberate as she moves deeper into the background.",
+    "The frame now holds only the tranquil garden—lush green leaves, dappled sunlight filtering through trees, and a faint breeze rustling the plants. The path ahead vanishes into shadowy undergrowth, empty and still, no trace of movement or presence remaining.",
+    "From the far edge of the blurred background, a figure emerges—just the tip of a purple sleeve and a glint of silver catching the light. Slowly, the woman steps forward, her silhouette growing clearer as she walks back toward the camera, the garden framing her return.",
+    "The woman stands fully in frame once more, her vibrant purple and pink patterned silk robe flowing around her, the high collar crisp and elegant. Her dark brown hair remains in its elaborate updo, adorned with yellow ribbons, silver stars, and beads. Her star-shaped earrings dangle, yellow eyeshadow bright, expression steady—identical to before. She stands still, centered, complete."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_9fdb149c839d7bc6b941dd95c32f0c3c/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_9fdb149c839d7bc6b941dd95c32f0c3c/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..12eacfbe828c38c1cb6edd1e4d0177a6a8b18110
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_9fdb149c839d7bc6b941dd95c32f0c3c/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_9fdb149c839d7bc6b941dd95c32f0c3c",
+  "subset": "human",
+  "caption_segments": [
+    "A woman stands in a dim, cave-like space bathed in cool blue light. She wears a flowing, light-colored silk robe adorned with delicate floral patterns in soft pink, green, and blue hues. Her long black hair is styled in an intricate updo with red accents, and a small red mark graces her forehead. She holds a dark, ornate staff with curved elements and rings, her expression urgent, mouth slightly parted.",
+    "The woman begins to walk steadily toward the right side of the frame, her robe swaying gently with each step. The staff moves rhythmically beside her as she exits, her form gradually narrowing into the edge of view. The shadows deepen behind her, and only the lower half of her body remains visible as she slips out of sight.",
+    "The cave remains still and quiet, its rocky textures illuminated by faint bluish light. Cracks in the stone walls reflect subtle glimmers, and dust floats lazily in the air. The atmosphere is heavy with silence, the emptiness emphasizing the absence of movement or presence—only the cold, mystical environment remains.",
+    "From the left edge of the frame, the woman re-emerges, stepping slowly back into view. Her robe’s floral patterns catch the dim light as she enters, one foot forward. The tip of her ornate staff appears first, followed by her waist and then her face, still marked with urgency, her gaze fixed ahead.",
+    "The woman stands fully within the frame, her appearance unchanged—light silk robe with soft floral designs, elaborate black hair adorned with red accents, red mark on her forehead, and the dark, curved staff held firmly in hand. She is stationary, her expression tense yet resolute, exactly as before, rooted in the mysterious cave under the same cool, blue glow."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_a02790841d79fdbb125fe22f31e07ea2/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_a02790841d79fdbb125fe22f31e07ea2/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..11da7bb0bc247486172fab1a6417c631e54b4fe6
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_a02790841d79fdbb125fe22f31e07ea2/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_a02790841d79fdbb125fe22f31e07ea2",
+  "subset": "human",
+  "caption_segments": [
+    "A woman in a rich purple traditional Chinese-style outfit stands beside a man in a lime green tunic with gold floral patterns. Her long black braid drapes over her shoulder, crowned by an elaborate headdress of silver beads, turquoise flowers, and dangling pearls. She wears ornate earrings, pink lipstick, and red-and-white striped collar accents, while the man smiles broadly, his dark hair tied in two braids with blue ribbons.",
+    "The woman begins to turn left, stepping forward with graceful poise, her purple robe flowing slightly. Her headdress sways as she moves toward the stone garden corner, her braid trailing behind. The man remains still, watching her go, his smile softening as she edges out of frame.",
+    "The stone garden path curves gently, flanked by moss-covered walls and lush greenery. Sunlight filters through leaves, casting dappled shadows on the ground. A small stone lantern sits near the bend, untouched. The air is still, quiet—no trace of the figures remains.",
+    "From around the same stone corner, the woman reappears, emerging slowly into view. Only her headdress and shoulder are visible at first, the purple fabric catching the light. Her braid swings forward as she steps back into the frame, the garden’s tranquility returning with her presence.",
+    "The woman stands fully in frame, identical to before—purple traditional outfit with red-and-white striped collar, intricate silver-beaded headdress adorned with turquoise flowers and pearl strands, long black braid over her shoulder, ornate earrings, and soft pink lips. Her posture is calm, her gaze steady, matching the original moment exactly."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_a2aa35dcc2c8c3bd5d29bdbaea8e4bf5/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_a2aa35dcc2c8c3bd5d29bdbaea8e4bf5/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..7799831a437c6a8829c4faada00c3d66d5668308
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_a2aa35dcc2c8c3bd5d29bdbaea8e4bf5/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_a2aa35dcc2c8c3bd5d29bdbaea8e4bf5",
+  "subset": "human",
+  "caption_segments": [
+    "A bald Black man in his late 50s to early 60s sits diagonally, facing lower right, wearing thin-rimmed oval glasses with a reflective surface. He’s dressed in a dark charcoal wool suit jacket over a crisp white dress shirt and a subtly shiny gold tie. His posture is forward-leaning, engaged, with defined jawline and calm expression under soft ambient lighting.",
+    "The man slowly rises from his seat, turning slightly toward the background. He walks steadily deeper into the dimly lit space, his silhouette receding as he moves past blurred vertical grates. Only his back and shoulders remain visible, fading into the shadows near the glowing blue-white screen.",
+    "The frame is now empty—no figure in sight. The background remains unchanged: vertical bars softly illuminated, the data feed glowing faintly with indistinct patterns. Shadows stretch across the floor, and the ambient light casts quiet depth, emphasizing stillness and absence.",
+    "From the far edge of the background, a figure emerges—first just a hint of dark fabric, then the gold sheen of a tie catching light. The man walks forward, partially framed, his silhouette growing clearer as he approaches from the depths of the dim corridor.",
+    "The man stands fully in frame, identical to before—bald head, thin-rimmed oval glasses reflecting light, dark suit jacket, crisp white shirt, and gold tie with subtle shine. His posture is slightly leaned forward, face calm and composed, seated once again in the same position, stationary and present."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_a2d62d233722f264ccd7762776750def/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_a2d62d233722f264ccd7762776750def/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..9a6c492ea668bc509dfd5418e42b23736983f252
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_a2d62d233722f264ccd7762776750def/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_a2d62d233722f264ccd7762776750def",
+  "subset": "human",
+  "caption_segments": [
+    "A woman with long, straight dark brown hair stands centered in the frame, wearing a coral-colored, long-sleeved button-up jacket over a darker top. She holds a large, light blue cartoon-style watering can with both hands, her posture upright and face lifted upward in a gentle smile. Behind her, a man with short dark hair wears a colorful knit sweater with horizontal bands of gray, blue, green, pink, and red, his left arm resting warmly around her shoulder. They stand against a soft pink backdrop adorned with animated hearts and a partial sun illustration.",
+    "The woman begins to walk steadily toward the left side of the frame, her movements smooth and deliberate. The watering can swings slightly with each step, her coral jacket flowing gently. Her head remains tilted upward, smiling softly, as she moves out of view, leaving only part of her torso and arm visible at the edge of the frame.",
+    "The frame is now empty of people. The soft pink backdrop remains, decorated with floating animated hearts and the half-visible sun illustration. The lighting stays bright and even, highlighting the studio’s clean aesthetic. The space feels still and quiet, awaiting the return of movement.",
+    "From the right side of the frame, the woman re-enters, stepping into view with measured grace. Only her right shoulder and arm are visible at first, the coral jacket catching the light. She carries the same light blue cartoon watering can, its handle appearing as she continues forward, her long dark hair brushing past her shoulders.",
+    "The woman is fully back in frame, standing in the same position as before. Her long, straight dark brown hair flows naturally, the coral-colored jacket neatly buttoned over her darker top. She holds the light blue cartoon watering can with both hands, her gaze lifted upward in a gentle smile. Behind her, the man remains, his arm still around her shoulder, wearing the colorful knit sweater with abstract patterns. The scene is unchanged, complete, and still."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_a3a683c98240ee5246b7b22b0e64f180/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_a3a683c98240ee5246b7b22b0e64f180/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..ba285eb82ef4306e3caeb2496876142999995375
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_a3a683c98240ee5246b7b22b0e64f180/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_a3a683c98240ee5246b7b22b0e64f180",
+  "subset": "human",
+  "caption_segments": [
+    "A woman in her late twenties to early thirties stands slightly behind a man in a sunlit garden, her long, wavy chestnut-brown hair cascading over her shoulders. She wears a white, lightweight shawl draped loosely around her, holding it gently with her right hand. Her neutral expression and casual elegance contrast with the man’s formal dark suit, white shirt, and black-rimmed glasses.",
+    "The woman begins to step forward and to the right, moving slowly toward a large stone pillar that looms in the foreground. Her shawl shifts with her motion, catching the light as she glides past the edge of the frame, still partially visible, her silhouette fading behind the pillar’s thick base.",
+    "The pillar now fully blocks the view; no part of the woman is visible. Only the lush green foliage sways gently in the breeze, sunlight filtering through the leaves, casting dappled patterns on the stone path and surrounding garden. The scene remains tranquil and undisturbed.",
+    "From behind the pillar, the woman emerges cautiously, her left shoulder first appearing into frame. The white shawl drapes softly over her arm, her chestnut-brown hair flowing as she steps forward. She moves steadily, her presence returning to the serene garden setting.",
+    "The woman is now fully back in frame, standing in the same position as before. Her long, wavy chestnut-brown hair falls naturally, the white shawl wrapped loosely around her shoulders, held gently by her right hand. She faces forward with a neutral expression, exactly as seen initially—still, composed, and present."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..79a10aa2d2ce395bad773fd93a2afd5f23dc8a3f
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212",
+  "subset": "human",
+  "caption_segments": [
+    "The video begins with the man lying on the bed, his white shirt with red and blue patterns visible against the backdrop of the rustic room. His facial features, including his hairline and eyes, are clear, and his body position remains unchanged as he lies down. The woman in the patterned gray dress stands beside him, her expression conveying concern. The man in the green jacket holds a red cloth, presenting it to the man on the bed. The camera is steady, capturing the initial setup of the scene with all three characters in focus.",
+    "As the scene develops, the man on the bed starts to show signs of distress, his mouth moving as if he is speaking or groaning. The woman leans closer, her concern evident in her posture and facial expression. The man in the green jacket continues to hold the red cloth, now slightly adjusting its position to better display it to the man on the bed. The woven basket on the wall behind them adds to the setting's authenticity, and the lighting remains consistent, highlighting the details of their clothing and the room's texture.",
+    "The interaction intensifies as the man on the bed becomes more vocal, gesturing with his hand while speaking. The woman's expression changes subtly, showing a mix of concern and understanding. The man in the green jacket holds the red cloth more prominently, ensuring it is clearly visible to the man on the bed. The camera angle shifts slightly, providing a closer view of their faces and the red cloth, emphasizing the significance of the object in their conversation.",
+    "In the next phase, the man on the bed continues to speak, his gestures becoming more pronounced as he emphasizes his points. The woman's concern deepens, her eyes focused on the man's face, and she leans in slightly, indicating her engagement in the conversation. The man in the green jacket adjusts the red cloth again, holding it up higher for the man on the bed to see. The background remains the same, with the woven basket and the textured walls providing a consistent setting.",
+    "The final part of the sequence shows the man on the bed becoming increasingly animated, his facial expressions and hand gestures conveying urgency or importance. The woman's expression softens, suggesting she is beginning to grasp the situation. The man in the green jacket holds the red cloth steadily, ensuring it remains the focal point of the interaction. The camera maintains a close-up shot, capturing the detailed expressions and the red cloth, highlighting the emotional and narrative weight of the moment."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_a915db03b6ce7af6024ab2fbaad04e04/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_a915db03b6ce7af6024ab2fbaad04e04/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..66c7850b89acc03697ecdf9ac328444b07efd2f5
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_a915db03b6ce7af6024ab2fbaad04e04/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_a915db03b6ce7af6024ab2fbaad04e04",
+  "subset": "human",
+  "caption_segments": [
+    "A solitary figure stands centered in the dim hall, draped in a long, flowing indigo robe with golden embroidery along the sleeves and hem. Their dark hair is tied back in a neat braid adorned with a silver hairpin shaped like a crescent moon. They wear soft leather sandals and carry a lacquered wooden box clasped tightly in both hands, its surface etched with ancient symbols.",
+    "The figure turns slowly, stepping forward with deliberate grace toward the ascending ramp at the far end of the hall. Their robe sways gently with each movement, the box held close to their chest. As they climb, only their lower body remains visible, silhouetted against the flickering candlelight.",
+    "The ramp leads upward into shadowed darkness; the figure has vanished entirely from view. The hall remains still—candles burn steadily, casting dancing shadows on the polished stone floor. The tapestry above the platform glows faintly, untouched by motion or sound.",
+    "From the top edge of the frame, a silhouette descends slowly. The tip of the indigo robe appears first, then the silver hairpin catching a sliver of light. The figure moves down the ramp with measured steps, the lacquered box now visible again, cradled in their arms.",
+    "The person stands fully within the frame once more, centered and still. Their indigo robe, golden embroidery, silver crescent hairpin, and lacquered box are identical to before—every detail unchanged. They face forward, silent, as the candles continue to glow in the quiet hall."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..dcc3d1fe93637935c62e97cb56d245b80ac8855d
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960",
+  "subset": "human",
+  "caption_segments": [
+    "The video begins with the two women standing side by side. The elderly woman, with her gray hair in a bun and wearing a dark top with an ornate collar, is positioned on the left. The younger woman, with short brown hair and a light pink collared shirt, stands on the right. The background features a plain wall with a red-framed alcove, adding a subtle detail to the setting. The elderly woman starts to turn her head slightly to her right, preparing to speak.",
+    "As the elderly woman continues to turn her head further to the right, her facial expressions begin to change, indicating she is starting to speak. The younger woman remains mostly still, her gaze directed forward but with a slight shift towards the elderly woman, suggesting she is listening. The red-framed alcove in the background remains a constant element, providing a stable backdrop for the scene.",
+    "The elderly woman is now fully engaged in speaking, her head turned more significantly to the right. Her facial expressions are more animated, reflecting the content of her words. The younger woman maintains her attentive posture, her eyes occasionally meeting the elderly woman's, reinforcing the sense of communication. The background, with its plain wall and red-framed alcove, remains unchanged, keeping the focus on the interaction between the two women.",
+    "The elderly woman continues her conversation, her head still turned to the right. Her expressions remain engaged, showing her active participation in the dialogue. The younger woman stays in her attentive stance, her gaze occasionally shifting towards the elderly woman, indicating ongoing listening. The red-framed alcove in the background remains a consistent element, providing a stable visual context.",
+    "In the final moments of the video, the elderly woman is still speaking, her head turned to the right. Her facial expressions continue to convey her engagement in the conversation. The younger woman maintains her attentive posture, her eyes occasionally meeting the elderly woman's, reinforcing the sense of communication. The background, with its plain wall and red-framed alcove, remains consistent, ensuring the focus stays on the two women and their interaction."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_b2b0ef76cfdccecd40bb341e68450c82/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_b2b0ef76cfdccecd40bb341e68450c82/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..149c73cb316b775973b7bf848d67786a2bf033db
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_b2b0ef76cfdccecd40bb341e68450c82/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_b2b0ef76cfdccecd40bb341e68450c82",
+  "subset": "human",
+  "caption_segments": [
+    "A woman stands at the base of the grand wooden staircase, her long auburn hair cascading over her shoulders. She wears a tailored emerald green dress with lace trim, pearl earrings, and a vintage silver brooch pinned to her collar. Her hands rest gently on the polished railing, one holding a small leather-bound book. The warm light from the chandelier highlights her poised elegance.",
+    "She begins to ascend the staircase, stepping gracefully with each movement. Her dress flows softly against her legs as she climbs, the book held close to her chest. Only her back and upper body remain visible as she moves upward, disappearing slowly into the bright glow near the top window.",
+    "The staircase is now empty. Sunlight filters through the multi-paned window above, casting soft patterns across the teal and white paneling. The chandelier glimmers faintly, and the vintage lamp on the left emits a steady golden warmth. The air feels still, serene, untouched by motion.",
+    "A figure emerges from the top of the frame, descending the stairs. The silhouette reveals the same emerald green dress and flowing auburn hair, now catching the light as she steps down. Her form grows clearer with each step, the leather-bound book still clutched in her hand.",
+    "She reaches the bottom of the staircase, standing still once more. Her emerald green dress, lace trim, pearl earrings, and silver brooch are exactly as before. Her auburn hair falls naturally around her shoulders, and the book rests gently in her hands. She stands centered, composed, under the soft glow of the chandelier."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_b9485671363cffdfe3542fea69b00efb/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_b9485671363cffdfe3542fea69b00efb/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..45037b0e515a6d00e1d2c0a73b5af15aabc43a84
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_b9485671363cffdfe3542fea69b00efb/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_b9485671363cffdfe3542fea69b00efb",
+  "subset": "human",
+  "caption_segments": [
+    "A man and a woman stand in a softly lit institutional room with barred windows. The man, on the left, wears a light blue long-sleeved work shirt, a white lanyard around his neck, and has short black hair. The woman, in the foreground right, dons a dark gray vest over a white collared shirt, her short dark hair neatly styled, face serious as she gazes off-camera.",
+    "The woman begins to turn slowly toward the left, stepping forward with measured purpose. Her vest shifts slightly as she moves, her expression unchanged. She walks past the man, who remains still, and edges out of frame, her silhouette narrowing as she approaches the corner.",
+    "The corner is now empty. The room remains quiet, bathed in natural daylight filtering through the barred windows. The clinical walls, pale floor, and faint shadows linger—no movement, no sound, just the stillness of an unoccupied space.",
+    "From the same corner, a figure emerges—first a glimpse of dark fabric, then the edge of a navy vest. The woman steps back into view, her posture steady, her gaze fixed ahead. Her white collared shirt and short dark hair become clearer as she advances into the frame.",
+    "The woman stands fully within the frame, identical to before—dark gray vest over a crisp white shirt, short dark hair framing her face, expression serious. The light blue-shirted man remains beside her, unchanged. Both are still, their appearances exactly as they were at the start."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_bc2c5d19a7878ec81bec903d40e6fd77/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_bc2c5d19a7878ec81bec903d40e6fd77/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..02268e21a6e71711dfa028332822effa97c0d38c
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_bc2c5d19a7878ec81bec903d40e6fd77/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_bc2c5d19a7878ec81bec903d40e6fd77",
+  "subset": "human",
+  "caption_segments": [
+    "A young woman in her late teens to early twenties sits upright on a porch, her slender frame framed by soft daylight. She wears a bright orange knitted cardigan with a textured pattern over a pale pink turtleneck sweater. Her shoulder-length black hair is styled in a neat bob, parted slightly off-center. She gazes thoughtfully off-camera to the left, her expression one of quiet concern.",
+    "She slowly rises from her seat, turning her body toward the right side of the frame. Her movements are steady and deliberate as she steps forward, the orange cardigan shifting slightly with each motion. Her silhouette begins to fade from view as she walks out of frame, only her arm and part of her torso remaining visible.",
+    "The porch remains still and serene, bathed in natural light. White outdoor furniture sits quietly beside green foliage, and the building’s windows reflect the sky. No movement disturbs the scene—just the gentle sway of leaves in the breeze and the soft shadows cast across the wooden floor.",
+    "From the left edge of the frame, a figure emerges—first just a hint of bright orange fabric, then the curve of her shoulder and the side of her head. Her black bob comes into view as she steps forward, walking steadily back into the scene. The pale pink turtleneck peeks through beneath the cardigan as she continues to enter.",
+    "The woman stands fully within the frame, her posture upright and composed. She wears the same bright orange knitted cardigan over a pale pink turtleneck, her shoulder-length black bob neatly parted off-center. No accessories adorn her—just the same calm, concerned expression as before. She faces slightly right, still and present."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_be4fb95cc857fd79d91412b4ec979e8e80042522930bd26b6cb3adccdff3b38f/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_be4fb95cc857fd79d91412b4ec979e8e80042522930bd26b6cb3adccdff3b38f/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..af5f829ef3ce2b56593e7b25f794f927096991c5
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_be4fb95cc857fd79d91412b4ec979e8e80042522930bd26b6cb3adccdff3b38f/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_be4fb95cc857fd79d91412b4ec979e8e80042522930bd26b6cb3adccdff3b38f",
+  "subset": "human",
+  "caption_segments": [
+    "The video begins with a wide shot of two people in white robes standing on a small wooden raft centered in a calm river. The river is flanked by dense green trees and backed by imposing rocky cliffs. The water is so still that it mirrors the surrounding scenery perfectly, creating a sense of tranquility and timelessness.",
+    "As the camera slowly zooms out, the full scope of the natural setting is revealed. The lush greenery and towering cliffs dominate the background, while the raft remains the focal point in the center of the frame. The stillness of the water enhances the reflective quality, doubling the beauty of the landscape.",
+    "The camera continues its gradual retreat, further emphasizing the vastness of the environment. The two figures on the raft remain unchanged, their white attire standing out against the darker tones of the water and the greenery. The reflection in the water becomes more prominent, adding a layer of visual complexity.",
+    "The scene transitions smoothly as the camera moves closer to the raft, shifting focus from the broader landscape to the details of the immediate surroundings. The water's surface is now visible, showing subtle ripples and the gentle movement of the raft.",
+    "In the final segment, the camera focuses tightly on one individual's foot, clad in a soft gray boot, as it steps onto the raft. The ground is covered with scattered petals, adding a delicate and ethereal touch to the scene. The close-up shot highlights the texture of the boot and the softness of the petals, concluding the video with a sense of intimacy and detail."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_bfcdf8f86553f18373f9e3cd3b641ff8/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_bfcdf8f86553f18373f9e3cd3b641ff8/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..7570d04f5b3e57bbf1d905240b27caae3b648400
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_bfcdf8f86553f18373f9e3cd3b641ff8/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_bfcdf8f86553f18373f9e3cd3b641ff8",
+  "subset": "human",
+  "caption_segments": [
+    "A woman in her late 30s to early 40s stands slightly leaning forward, her shoulder-length dark brown hair softly framing her face. She wears a pale pink sleeveless dress with delicate lace-trimmed short sleeves and two front pockets. Her hands are clasped gently, and she smiles warmly in the brightly lit modern kitchen, where red lanterns hang and potted plants add greenery.",
+    "The woman begins to walk steadily toward the right side of the frame, her pale pink dress swaying slightly with each step. Her smile remains as she moves, her dark brown hair catching the light. Only half of her body is visible now, her form gradually disappearing behind the edge of the frame.",
+    "The kitchen remains still and bright, bathed in natural light streaming through sheer curtains. Red Chinese lanterns dangle above, potted plants thrive on the counter, and bar stools line the island. The framed portrait glows softly, and the yellow handbag rests near the seated woman, who continues to smile at her bowl.",
+    "From the left side of the frame, a figure emerges—just the edge of a pale pink sleeve and a glimpse of dark brown hair. The woman steps slowly into view, her lace-trimmed dress beginning to appear. Her movement is calm and deliberate, returning to the center of the warm, sunlit space.",
+    "The woman is fully back in frame, standing slightly leaned forward with her hands clasped. Her shoulder-length dark brown hair falls naturally, and she wears the same pale pink sleeveless dress with lace-trimmed short sleeves and two front pockets. She smiles warmly, exactly as before, stationary and present in the bright, inviting kitchen."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_c83b792f5f5f7e9b9a72bc873c8fcd7b6bf3351797df0784323181678f56c8ca/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_c83b792f5f5f7e9b9a72bc873c8fcd7b6bf3351797df0784323181678f56c8ca/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..b8b5c9346f2ea3890d8f51ff1691648b11385a62
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_c83b792f5f5f7e9b9a72bc873c8fcd7b6bf3351797df0784323181678f56c8ca/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_c83b792f5f5f7e9b9a72bc873c8fcd7b6bf3351797df0784323181678f56c8ca",
+  "subset": "human",
+  "caption_segments": [
+    "The video begins with a close-up of the woman, her short black hair neatly styled, and her black top complemented by elegant dangling earrings. She holds a white flip phone to her ear, her expression serious and focused. The background is softly blurred, with warm, neutral tones suggesting a comfortable indoor environment. The lighting is soft, highlighting her features and the details of her attire.",
+    "As the phone call progresses, the woman's expression becomes more animated. Her eyes narrow slightly, and her lips move subtly, indicating she is actively listening and responding. The white flip phone remains pressed against her ear, its screen glowing faintly blue. The camera stays fixed on her face, capturing every nuance of her reaction. The background remains out of focus, maintaining the intimate feel of the scene.",
+    "The woman's demeanor shifts as she continues the conversation. Her eyes briefly close, and her head tilts slightly downward, suggesting a moment of reflection or concern. The phone is still held close to her ear, but her grip appears slightly relaxed. The soft lighting continues to illuminate her face, casting gentle shadows that enhance the emotional depth of the scene. The blurred background remains consistent, providing a stable setting.",
+    "In the next phase, the woman's expression softens. Her eyes open wider, and a slight smile plays on her lips, indicating a positive turn in the conversation. The white flip phone is still held to her ear, but her posture relaxes further. The camera maintains its close-up focus, capturing the subtle changes in her expression. The warm, blurred background continues to provide a cozy ambiance.",
+    "The video concludes with the woman lowering the phone slightly, her eyes closing for a moment as if taking a deep breath. Her expression is one of calm reflection, suggesting the conversation has reached a resolution. The white flip phone is no longer the central focus, and her relaxed posture indicates a sense of closure. The soft lighting and blurred background remain consistent, wrapping up the scene with a sense of tranquility."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_caa2aee9b61501d66e346b858f008bf700fc70c3b04c2bdb440b9474109c1290/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_caa2aee9b61501d66e346b858f008bf700fc70c3b04c2bdb440b9474109c1290/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..e277c4f132bdaccc4f0cb02fd4bd032e2ff0c8b9
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_caa2aee9b61501d66e346b858f008bf700fc70c3b04c2bdb440b9474109c1290/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_caa2aee9b61501d66e346b858f008bf700fc70c3b04c2bdb440b9474109c1290",
+  "subset": "human",
+  "caption_segments": [
+    "The video opens with a woman in a green and white striped dress standing in front of a large, ornate mirror, brushing the braided hair of a young girl seated before her. The woman's dark skin and neatly styled bun are prominent, and her dress fits snugly at the waist. The reflection in the mirror shows her focused expression as she gently brushes the child's hair. The room is dimly lit with soft, natural light coming from a window to the right, creating a serene atmosphere. In the background, a man in period clothing is partially visible in the mirror's reflection, seated on a chair.",
+    "As the scene progresses, the woman continues to brush the child's hair, her movements deliberate and gentle. The camera subtly shifts, revealing more of the room's vintage decor, including a table with various items and the man in the background, whose reflection is now more visible. The woman's expression remains focused, and the intricate details of her dress and the texture of the child's braids are highlighted by the soft lighting.",
+    "The woman continues her task, occasionally turning slightly to get a better angle for brushing the child's hair. The reflection in the mirror shows her adjusting her position, maintaining her focus on the child. The man in the background remains seated, his presence adding depth to the scene. The soft, natural light continues to illuminate the room, emphasizing the intimate and caring nature of the moment.",
+    "The woman completes brushing the child's hair, her attention fully on the task. The reflection in the mirror captures her final strokes and the serene expression on her face. The man in the background remains seated, his reflection still visible. The overall atmosphere remains calm and intimate, with the vintage room setting and soft lighting enhancing the sense of timelessness and care.",
+    "In the final moments, the woman finishes brushing the child's hair, her movements gentle and deliberate. The reflection in the mirror shows her turning slightly, offering a different angle of her face and the child's braids. The man in the background remains seated, his reflection still visible. The soft, natural light continues to illuminate the room, creating a peaceful and tender conclusion to the scene."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_cb075441021eecd283ffe5af68c16a8b/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_cb075441021eecd283ffe5af68c16a8b/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..773935843a5f13abfb3aaccf61489a186be6b69d
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_cb075441021eecd283ffe5af68c16a8b/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_cb075441021eecd283ffe5af68c16a8b",
+  "subset": "human",
+  "caption_segments": [
+    "Two young men stand side by side in a dimly lit bedroom bathed in soft blue light. The one on the left wears a light beige long-sleeve shirt, holding a large plush rabbit with gray ears and a red-and-white striped body close to his chest. He has short, dark, neatly styled hair and a slightly surprised expression. The man on the right wears a white t-shirt under a gray zip-up hoodie, with bangs falling over his forehead and a neutral gaze. Behind them, a wooden bookshelf lines the wall, books and trinkets scattered across its shelves, while a bunk bed peeks from the left.",
+    "The man on the left begins to step forward, moving slowly toward the right side of the frame. His hands tighten around the plush rabbit as he shifts weight, his body partially obscured by a tall wooden pillar rising from the floor. His face remains visible, eyes wide, as he moves behind the structure, the blue glow catching the edge of his sleeve.",
+    "The pillar now fully blocks the view. Only the quiet bedroom remains—soft blue lighting casting gentle shadows across the bookshelf, the bunk bed’s upper level faintly visible, and the plush rabbit no longer in sight. The air feels still, the room unchanged except for the absence of movement.",
+    "A figure emerges from behind the pillar on the far right. The man on the left reappears, stepping into frame with cautious motion. His beige shirt and the plush rabbit are just visible, the red-and-white stripes peeking out as he edges forward. His dark hair is still neat, his expression lingering in surprise.",
+    "The man stands fully in frame again, identical to before. He wears the same light beige long-sleeve shirt, clutching the gray-eared, red-and-white striped plush rabbit near his chest. His short, dark hair is perfectly styled, and his startled expression remains unchanged. The man on the right stands beside him, calm in his white t-shirt and gray hoodie, both facing forward in the softly lit room."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_cbb114deb7a6845bc2abd724d351bbec/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_cbb114deb7a6845bc2abd724d351bbec/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..5225e14dc8d339381c796c66d686fe992042a259
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_cbb114deb7a6845bc2abd724d351bbec/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_cbb114deb7a6845bc2abd724d351bbec",
+  "subset": "human",
+  "caption_segments": [
+    "A young woman and man ride bicycles side by side on a rural gravel road under an overcast sky. The woman, on the left, wears a blue-and-white checkered button-up blouse, light-colored pants, and has dark hair in a low ponytail. She grips the handlebars of a silver bicycle with a front basket. The man, on the right, wears a white polo shirt with a blue collar, dark trousers, and carries a black shoulder bag. His short dark hair is neatly styled. Both face forward, slightly angled toward each other, riding through green grass and trees with distant power lines visible.",
+    "The woman begins to glide smoothly to the left, her bicycle rolling steadily off the path’s edge. Her checkered blouse flutters gently as she moves, the silver frame of her bike catching faint light. Only her back and part of her left arm remain visible as she exits the frame, her ponytail swaying with motion.",
+    "The gravel road stretches empty now, flanked by tall grass and leafy trees. Distant power lines cut across the gray sky. The silence settles over the countryside, broken only by wind rustling through foliage. No trace of movement or presence remains—just stillness and open space.",
+    "From the right edge of the frame, the woman reappears, pushing her bicycle slowly into view. Her silhouette emerges first, then the silver frame and front basket come into focus. Her checkered blouse catches the soft light as she enters, one foot stepping onto the pedal.",
+    "The woman is fully back in frame, standing beside her bicycle on the gravel road. She wears the same blue-and-white checkered blouse, light-colored pants, and her dark hair remains in a low ponytail. Her silver bike with the front basket rests beside her, just as before. She stands still, facing forward, the quiet countryside surrounding her."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_cceb59baf0ed770fc33e2a6a513c811d/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_cceb59baf0ed770fc33e2a6a513c811d/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..2d0b37b66e1339bd8581a752ff083226f09f05cb
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_cceb59baf0ed770fc33e2a6a513c811d/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_cceb59baf0ed770fc33e2a6a513c811d",
+  "subset": "human",
+  "caption_segments": [
+    "A woman in her late 50s or early 60s sits softly on a plush golden-yellow sofa, her short, curly dark brown hair neatly framing her face. She wears a soft pink collared shirt made of lightweight cotton-blend fabric with a subtle sheen, no jewelry or glasses visible. Her relaxed posture and warm smile suggest quiet contentment, illuminated by warm, diffused lighting from a nearby lamp.",
+    "She slowly rises from the sofa, turning slightly toward a staircase just beyond the frame. Her movements are gentle and deliberate as she begins to ascend, her pink shirt catching the light. Only her lower half remains visible as she moves upward, disappearing gradually from view.",
+    "The scene now shows only the richly detailed living room—ornate golden-yellow upholstery, wooden paneling, and a softly glowing lamp with a white shade. The air feels still, the warmth lingering, but the space is empty, quiet, and expectant.",
+    "From the top edge of the frame, a figure begins to descend the stairs. The silhouette of her short, curly dark brown hair appears first, followed by the soft pink collar of her shirt peeking into view. Her descent is slow, graceful, re-entering the familiar domestic glow.",
+    "She is fully back in frame, seated again on the plush sofa, her posture relaxed and her warm smile unchanged. Her short, curly dark brown hair is neatly styled, and she wears the same soft pink collared shirt with its subtle sheen. No accessories are visible. The scene is complete, serene, and perfectly restored."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_cf989bab6bd8fb064ebec45974e4483c/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_cf989bab6bd8fb064ebec45974e4483c/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..b3a61b24364c667f2d530fff91137a9840d1226d
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_cf989bab6bd8fb064ebec45974e4483c/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_cf989bab6bd8fb064ebec45974e4483c",
+  "subset": "human",
+  "caption_segments": [
+    "A bald man in his late 40s to early 50s stands center-frame, his smooth skin illuminated by soft lighting. He wears a sleek gray leather blazer with sharp lapels over a plain white crew-neck t-shirt, a thin gold chain resting at his collar. His right hand holds a black handheld microphone close to his chest, posture upright yet relaxed against a dark blue textured backdrop with faint horizontal lines.",
+    "The man begins to ascend a narrow staircase that emerges from the lower frame, moving upward and slightly to the right. His blazer catches the light as he steps, the microphone held steady. Only his torso and legs remain visible as he climbs, his form gradually rising toward the top edge of the frame.",
+    "The staircase disappears into darkness above, leaving only the dimly lit, subtly textured blue backdrop. Faint horizontal lines ripple across the surface, untouched by movement. The space feels still and quiet, the absence of the figure emphasized by the lingering glow of the spotlight’s edge.",
+    "From the top of the frame, the man descends slowly, first revealing the brim of his blazer and the tip of the microphone. His broad shoulders reappear, followed by his neck and the glint of the gold chain. He moves steadily downward, his silhouette returning with purpose against the same dark blue background.",
+    "The man is fully back in frame, standing exactly as before—bald, composed, slightly looking down and to his right. He wears the same gray leather blazer over a white t-shirt, the gold chain visible, the microphone held close. His posture is upright and relaxed, the lighting unchanged, the scene perfectly restored."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_d460fa610a261721e27d6a7dfab4a4f8/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_d460fa610a261721e27d6a7dfab4a4f8/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..49b6def9f6b5da1abb5acf53b4661e7fe810f7b3
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_d460fa610a261721e27d6a7dfab4a4f8/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_d460fa610a261721e27d6a7dfab4a4f8",
+  "subset": "human",
+  "caption_segments": [
+    "A man in his late 30s stands in the foreground, wearing a rich red traditional Chinese robe adorned with intricate gold embroidery. He has short black hair, a neatly trimmed beard, and a serious expression. His hands rest at his sides, and he faces another man across a sunlit courtyard framed by wooden lattice windows, red banners, and a glowing lantern above.",
+    "The man in the red robe begins to walk slowly away from the camera, stepping deeper into the courtyard toward the traditional building. His back turns gradually, the gold patterns on his robe catching the light as he moves, his silhouette narrowing against the red banners and wooden architecture.",
+    "The man is no longer visible; only the tranquil courtyard remains. Sunlight dapples across the stone path, red lanterns sway gently in the breeze, and the wooden lattice windows cast delicate shadows. The younger soldier stands motionless in the background, the quiet scene untouched by movement.",
+    "From the far end of the courtyard, a figure emerges—barely visible at first—walking steadily toward the camera. The red robe glimmers faintly in the sunlight as the man steps forward, his form growing clearer through the open space beneath the hanging lantern.",
+    "The man stands fully in frame once again, facing forward in his red traditional robe with golden embroidery. His short black hair, trimmed beard, and serious expression are unchanged. He is exactly as he was before, stationary and composed under the natural daylight, the red banners and lantern framing him perfectly."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_d5e1d57e200d8bffefcba4adcc12e630e32e76d77bcca75e6df4b07bec375183/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_d5e1d57e200d8bffefcba4adcc12e630e32e76d77bcca75e6df4b07bec375183/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..ce83cbb1e3f63a42a21332d1830daf8d05752a2d
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_d5e1d57e200d8bffefcba4adcc12e630e32e76d77bcca75e6df4b07bec375183/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_d5e1d57e200d8bffefcba4adcc12e630e32e76d77bcca75e6df4b07bec375183",
+  "subset": "human",
+  "caption_segments": [
+    "The video opens with a close-up shot of a man's hands as he holds and points to a legal document titled 'AGREEMENT BETWEEN BRISTOL & AVON CONSTABULARY AND CHRISTIAN TAYLOR.' The document is marked 'RESTRICTED' and contains detailed text about an agreement involving cooperation in police investigations. The man, wearing a gray long-sleeved sweatshirt under a blue sleeveless vest, uses a black pen to highlight specific sections of the agreement. The camera is initially focused on the document and his hands, capturing the texture of the paper and the details of the text.",
+    "As the camera begins to pull back, more of the man's upper body becomes visible. He is seated at a table, and his attire is revealed: a gray long-sleeved sweatshirt under a blue sleeveless vest, and a black durag with strings hanging down. His hands continue to hold the document and the black pen, and he appears to be carefully examining the text. The background starts to come into view, showing a light-colored wall with a window and some posters or notices on the wall.",
+    "The camera continues to pull back, revealing the man's full upper body and part of his face. He is seated in what appears to be an institutional setting, possibly a police station or interrogation room, with light-colored walls, a window, and some posters or notices on the wall in the background. His attire remains consistent: a gray long-sleeved sweatshirt under a blue sleeveless vest, and a black durag with strings hanging down. He holds the black pen in his right hand, resting it on the document, and maintains a focused gaze towards the camera.",
+    "The camera now focuses on the man's face as it pulls back further. He is wearing a black durag with strings hanging down, a gray long-sleeved sweatshirt, and a blue sleeveless vest. His facial features, including his beard and mustache, are clearly visible. He looks directly at the camera with a serious expression, occasionally glancing down at the document in front of him. The background remains consistent, showing the institutional setting with light-colored walls, a window, and some posters or notices on the wall.",
+    "In the final segment, the man maintains his serious expression, looking directly at the camera. His attire and accessories remain unchanged: a black durag with strings hanging down, a gray long-sleeved sweatshirt, and a blue sleeveless vest. The camera angle provides a clear view of his face and upper body, with the institutional setting in the background remaining consistent. The lighting is soft, highlighting his facial features and the details of his clothing."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_d6027e88232b88b900db1eeddbd34970/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_d6027e88232b88b900db1eeddbd34970/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..1530e6c86f151645bccd6c135bc6d2504a8e9fc7
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_d6027e88232b88b900db1eeddbd34970/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_d6027e88232b88b900db1eeddbd34970",
+  "subset": "human",
+  "caption_segments": [
+    "A woman with long, straight black hair parted in the middle sits at a dining table, wearing a pale yellow short-sleeved top with a round neckline made of smooth cotton-blend fabric. She wears a thin gold necklace, her hands clasped together on the table. Her expression shows surprise or concern. Red cocktail glasses, a wine bottle, and a white container rest nearby, while a mannequin in pastel clothing stands in the softly lit background.",
+    "The woman begins to rise from her seat, pushing her chair back slowly. She turns slightly toward the left, her pale yellow top catching the light as she moves. Her hands unclasp and lower to her sides, and her long black hair sways gently. The edge of her shoulder and arm remain visible as she steps out of frame.",
+    "The dining table remains in view, now empty of the woman. The red cocktail glasses, wine bottle, and white container sit undisturbed under soft natural light. The mannequin in pastel clothing stands still near the garment rack. The room feels quiet, unchanged, with no movement or presence.",
+    "From the right side of the frame, the woman’s silhouette emerges—first her shoulder, then her arm, clad in the same pale yellow top. Her long black hair falls forward as she steps into view, her gold necklace glinting faintly. She walks steadily, re-entering the scene with purpose.",
+    "The woman is fully back in frame, seated again at the table, her long black hair neatly parted in the middle. She wears the same pale yellow short-sleeved top and thin gold necklace, her hands now clasped once more. Her expression holds a trace of surprise. The setting remains unchanged, the scene complete and still."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_d64007a7d3474c945f570ddefd063da2/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_d64007a7d3474c945f570ddefd063da2/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..2ca9afd8eb082f72b4da0e2dbbb83ba24ce259a3
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_d64007a7d3474c945f570ddefd063da2/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_d64007a7d3474c945f570ddefd063da2",
+  "subset": "human",
+  "caption_segments": [
+    "Two adults sit side by side in a red roller coaster car ascending a steep incline, secured by restraints. Both wear dark navy jackets and matching pants, their hair indistinct from distance. No accessories are visible. They face forward, slightly leaning into the climb, framed against a pale blue sky, green trees, and gray metal supports under bright midday light.",
+    "The roller coaster car begins its slow climb upward, moving leftward along the track. The two figures remain seated, still partially visible in the upper right of the frame as they crest the incline. Their dark clothing contrasts with the red rails, and their forward-leaning posture suggests anticipation.",
+    "The roller coaster car rounds a sharp bend and disappears entirely behind the track’s curve. The red rails continue into the distance, flanked by steel supports and leafy green trees. The sky remains clear and pale blue, sunlight casting crisp shadows across the structure—no trace of the riders remains.",
+    "From the same curved section of track, the red roller coaster car emerges again, rounding the bend from the left. The two figures are now partially visible in the upper right, reappearing as the car climbs back into view. Their dark jackets and forward-leaning stance return to focus.",
+    "The roller coaster car fully re-enters the frame, both individuals clearly visible once more. They wear the same dark navy jackets and pants, no accessories or distinct features apparent. Their hair remains indiscernible, and they face forward, secured in place. The scene is unchanged—bright daylight, green trees, and steel supports surround them as they pause at the peak."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_d7ec31e6ab235b2d6efcc5342395ff3195a4a0e059021112a46d19491ef0e529/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_d7ec31e6ab235b2d6efcc5342395ff3195a4a0e059021112a46d19491ef0e529/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..35afabddaa8dce00b6e57a9e27867008eb3ef9f9
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_d7ec31e6ab235b2d6efcc5342395ff3195a4a0e059021112a46d19491ef0e529/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_d7ec31e6ab235b2d6efcc5342395ff3195a4a0e059021112a46d19491ef0e529",
+  "subset": "human",
+  "caption_segments": [
+    "The video begins with the woman and man standing in a dimly lit office, both dressed in formal attire. The woman, with her short brown hair, is wearing a black suit and white shirt, while the man is in a black jacket over a collared shirt. They are positioned close to each other, facing one another, with the woman slightly turned towards the man. The background features a screen displaying a logo, and the cool blue lighting sets a professional tone. Their body language suggests they are engaged in a serious conversation.",
+    "As the conversation progresses, the woman's facial expressions become more animated, indicating she is actively speaking. She turns her head slightly, emphasizing her points, while the man listens attentively, nodding occasionally. The camera remains steady, focusing on their upper bodies and capturing the subtle shifts in their expressions. The office environment remains consistent, with the blue lighting and background screen providing a stable backdrop.",
+    "The man reaches into his jacket pocket and pulls out a disposable coffee cup, holding it in his hand. He brings it up slightly, possibly to make a point or take a sip. The woman observes him for a moment before refocusing on his face, her expression thoughtful. The overall atmosphere remains serious, but the introduction of the coffee cup adds a touch of casualness to the scene. The camera angle stays the same, maintaining the focus on their interaction.",
+    "The man continues to hold the coffee cup, occasionally shifting his grip as he speaks. The woman listens intently, her head slightly tilted, indicating her engagement in the conversation. The background remains unchanged, with the blue-toned lighting and the screen displaying the logo. The camera captures the subtle movements of their hands and faces, emphasizing the ongoing dialogue.",
+    "In the final moments, the man takes a sip from the coffee cup, his expression remaining serious. The woman nods slightly, acknowledging his words. The scene concludes with both individuals still engaged in their conversation, the office environment and lighting providing a consistent and professional setting. The camera remains focused on their upper bodies, capturing the final exchanges of their dialogue."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_d900fb214e8ef58e8218bb594fdf7028/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_d900fb214e8ef58e8218bb594fdf7028/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..dfea134f6a3c77fea7af95250840d66f3ba120e0
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_d900fb214e8ef58e8218bb594fdf7028/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_d900fb214e8ef58e8218bb594fdf7028",
+  "subset": "human",
+  "caption_segments": [
+    "A woman with short, dark brown curly hair styled in a vintage fashion, adorned with a delicate hairpin, stands beside a man near a sunlit window. She wears a teal coat over a beige, red, and white striped scarf, pearl earring glinting, bold red lipstick accentuating her lips. The man, in a light gray cardigan over a cream vertically striped shirt, gazes downward as she looks toward him, their closeness suggesting quiet tension.",
+    "The woman begins to turn away, stepping forward toward the staircase behind them. Her teal coat sways slightly as she ascends, one foot rising onto the first step. Her profile remains visible, hair catching the light, while the man stays rooted, his expression unchanged, watching her move out of frame.",
+    "The staircase now empty, sunlight streams through the large window, illuminating the greenery outside. The space where they stood is still, quiet, only the faint echo of movement lingering. The room feels suspended—no figures, no motion, just stillness and natural light filling the interior.",
+    "From the top of the staircase, a figure descends slowly into view. First, the edge of a teal coat appears, then a glimpse of the striped scarf and curling dark hair. The woman’s silhouette grows clearer as she steps down, her presence returning gradually, the scene reawakening with her return.",
+    "The woman stands fully in frame, her appearance unchanged—short curly dark brown hair with a decorative hairpin, teal coat, striped scarf in beige, red, and white, pearl earring, bold red lipstick. She faces the man once more, still and composed, the moment restored exactly as it began."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_d97251b642ac468a1ad346fe3ae2dde4/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_d97251b642ac468a1ad346fe3ae2dde4/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..8f20456eb540d141c80fc4e841dca72124ce7853
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_d97251b642ac468a1ad346fe3ae2dde4/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_d97251b642ac468a1ad346fe3ae2dde4",
+  "subset": "human",
+  "caption_segments": [
+    "A middle-aged man lies reclined on a hospital bed, his short black hair neatly styled, face marked by bruises and a small cut near his lower lip bleeding slightly. He wears a light green t-shirt with a faint white graphic beneath a blue zip-up jacket. His eyes are wide open, gazing upward. Two medical staff in white coats flank the bed, gripping its rails, under cool fluorescent lighting.",
+    "The man slowly sits up, pushing himself forward with deliberate motion, his body swaying slightly as he rises from the bed. He turns away from the camera, stepping toward the far end of the room, his back now visible as he walks deeper into the background, partially obscured by the edge of the frame.",
+    "The hospital room remains still—pale blue walls, teal flooring, and sterile white equipment. The bed is empty, the rails untouched. Fluorescent lights hum softly overhead. No movement, no sound. Only the quiet clinical space persists, devoid of human presence.",
+    "From the distant background, a figure emerges—slowly walking forward, silhouette growing clearer. The man’s dark hair and blue jacket become visible as he steps into the midground, one foot ahead of the other, approaching the camera with steady, measured steps.",
+    "The man stands fully in frame, centered and still. His short black hair is neatly styled, his face bears the same bruises and cut near the lip, blood trickling down. He wears the identical light green t-shirt with a faint white print beneath a blue zip-up jacket. He faces the camera, eyes wide, unchanged from the beginning."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_dc1adc693e0ebc27fead7ff9e23c51ff/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_dc1adc693e0ebc27fead7ff9e23c51ff/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..3054fd4beababb17c3f9b76c808275e8d7def86d
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_dc1adc693e0ebc27fead7ff9e23c51ff/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_dc1adc693e0ebc27fead7ff9e23c51ff",
+  "subset": "human",
+  "caption_segments": [
+    "A young woman with shoulder-length dark brown hair, parted to the side, stands in a dimly lit room, her expression somber. She wears a pink tank top with thin white striped straps and a delicate gold chain necklace. Her fair skin shows faint acne scars. To her left, another woman with light brown tied-back hair is partially visible, facing her. Plastic containers and shelves blur in the background.",
+    "The central woman slowly turns toward the right, stepping forward with quiet intent. Her shoulders shift as she moves past the edge of the frame, her pink tank top catching a soft glimmer from the low light. Her movement is deliberate, her head slightly bowed, as she begins to disappear behind a large concrete pillar that blocks the view.",
+    "The pillar now dominates the frame, casting deep shadows across the worn floor. Behind it, the dim kitchen or basement remains still—shelves lined with plastic bins, a flickering overhead bulb, and scattered household items. No trace of the woman remains; only silence and muted textures fill the space.",
+    "From the other side of the pillar, a sliver of pink fabric emerges, followed by the curve of her shoulder. Her dark hair drapes over the edge as she steps cautiously into view. The gold chain glints faintly in the dim light. She pauses, half-hidden, her silhouette growing clearer against the shadowed backdrop.",
+    "The woman is fully back in frame, standing exactly where she began. Her pink tank top with white striped straps, delicate gold chain, and side-parted dark brown hair are unchanged. Her fair skin bears the same faint blemishes. She stands still, gaze lowered, in the quiet, dim room, completing the return."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_dc4111517e93f5decf53e2268b80febf/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_dc4111517e93f5decf53e2268b80febf/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..36228aba9a49dec4802d293a9a96bee026921f19
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_dc4111517e93f5decf53e2268b80febf/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_dc4111517e93f5decf53e2268b80febf",
+  "subset": "human",
+  "caption_segments": [
+    "In a dimly lit corridor, an older man with thinning black hair combed back and prominent facial lines stands facing right. He wears oval-rimmed glasses, a dark suit jacket over a crisp white shirt. Beside him, a younger man in his late 20s, with tousled black hair and sharp features, dons a navy suit, white shirt, and dark purple tie. Fluorescent lights hum overhead, casting soft shadows along the hallway.",
+    "The younger man begins to move forward, stepping toward the staircase at the end of the corridor. His posture remains rigid, eyes focused ahead. As he ascends, only his shoulders and head remain visible against the green exit sign glowing above the railing.",
+    "The staircase is now empty. The dim corridor stretches into silence, illuminated by flickering fluorescent lights. Closed doors line the walls, and the green exit sign glows faintly above the stairwell. Shadows pool beneath the railings, and no movement disturbs the stillness.",
+    "A figure descends from the top of the frame, emerging slowly into view. The lower half of a navy suit appears first, followed by the crisp white shirt and dark purple tie. The man’s tousled black hair comes into focus as he steps down, his expression serious and intent.",
+    "The younger man is fully back in frame, standing in the same position as before. His short, tousled black hair, sharp facial features, and navy suit with white shirt and dark purple tie are identical to earlier. He stands still, gaze steady, under the dim glow of the fluorescent lights."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_dd5f3f2db5d9938113e2041620f611e6/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_dd5f3f2db5d9938113e2041620f611e6/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..939b776115632ce13a52acd2cb0e61e60eafbdaf
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_dd5f3f2db5d9938113e2041620f611e6/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_dd5f3f2db5d9938113e2041620f611e6",
+  "subset": "human",
+  "caption_segments": [
+    "A person stands centered in a minimalist room, wearing a tailored navy blazer over a crisp white shirt, paired with dark trousers and polished black leather shoes. Their short, neatly styled ash-blonde hair frames a calm face, accessorized with silver-rimmed glasses and a slim wristwatch. They hold a vintage record sleeve in one hand, standing beside a turntable playing a spinning white vinyl.",
+    "The person turns slowly to their right, stepping forward with measured grace toward the corner of the room. The sleeve slips slightly from their grip as they move, their blazer brushing against the wall. Only their back and left profile remain visible as they begin to disappear behind the edge of the frame.",
+    "The corner is now empty. The neutral-toned wall with vertical black paneling stretches into view, softly lit by diffused overhead light. The turntable continues spinning in the foreground, its tonearm still hovering above the white vinyl. No movement, no sound—just quiet stillness and mechanical rhythm.",
+    "From the same corner, a figure begins to emerge. A sliver of navy blazer appears first, followed by the edge of the white shirt and the gleam of silver glasses. The person steps forward cautiously, the record sleeve now held firmly again, re-entering the space with deliberate pace.",
+    "The person is fully visible once more, standing exactly where they began. Their ash-blonde hair is unchanged, the navy blazer neatly buttoned, the silver glasses reflecting the soft light. The wristwatch glints on their left wrist, and the record sleeve rests in their hand. They stand still, composed, as the turntable spins on."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_ddc4ee429021570696b60649686892d3/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_ddc4ee429021570696b60649686892d3/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..0f35ac1015f60ed7e568fc0b0a76468849d2b841
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_ddc4ee429021570696b60649686892d3/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_ddc4ee429021570696b60649686892d3",
+  "subset": "human",
+  "caption_segments": [
+    "A man in his late twenties stands upright, clad in a richly embroidered red and gold robe with silver trim, layered over a green vest-like garment. His long black hair is tied back with a decorative hairpin, and he faces slightly right, gazing intently at the seated man. The setting is an opulent room with red lacquered walls and white lattice windows, softly lit to highlight intricate textures.",
+    "The man begins to walk steadily toward the left, his movements deliberate and composed. The hem of his ornate robe sways gently as he moves, the silver trim catching the light. His profile remains visible, the green vest and tied-back hair still prominent as he steps partially out of frame.",
+    "The man has fully exited the scene; no part of him is visible. The room remains still—red lacquered walls, white lattice windows, and the low wooden table with fruit untouched. The soft lighting continues to illuminate the detailed architecture and the quiet elegance of the space.",
+    "From the right side of the frame, the man re-enters, emerging slowly. Only his shoulder and part of his robe are visible at first, the red fabric and gold embroidery glinting subtly. His long black hair, secured with the hairpin, drapes slightly over his shoulder as he steps forward.",
+    "The man is now fully back in frame, standing upright and facing slightly right. He wears the same red and gold embroidered robe with silver trim, the green vest-like overlay, and his long black hair tied back with the decorative hairpin. He is stationary, his gaze fixed on the seated man, the scene unchanged from the beginning."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_e49eaf7fb50ac654a3b5f1f1ec97b36bce3174aa741015475573ce357ca8bb5d/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_e49eaf7fb50ac654a3b5f1f1ec97b36bce3174aa741015475573ce357ca8bb5d/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..ff5f4122fbb46092dde8838416a855b8288d8080
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_e49eaf7fb50ac654a3b5f1f1ec97b36bce3174aa741015475573ce357ca8bb5d/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_e49eaf7fb50ac654a3b5f1f1ec97b36bce3174aa741015475573ce357ca8bb5d",
+  "subset": "human",
+  "caption_segments": [
+    "The video opens with a close-up of a man in a green pinstripe suit jacket and white shirt, seated on a striped armchair. He has short black hair and wears a silver wristwatch on his left wrist. In his right hand, he holds a silver-colored handgun, which he examines closely. A woman with curly dark hair, wearing a sleeveless pink top, leans against him, her head near his shoulder as if whispering to him. The background features a light-colored wall and the armchair's vertical stripes. The camera remains steady, focusing on the man's hands and the woman's proximity.",
+    "As the scene progresses, the man in the green suit continues to manipulate the handgun in his right hand, his fingers adjusting its position. His gaze remains fixed on the weapon, and his expression is calm but focused. The woman beside him remains close, her head still near his shoulder, suggesting an intimate or tense moment. The camera angle stays consistent, capturing the subtle movements of the man's hands and the woman's slight shifts in posture.",
+    "The man in the green suit raises the handgun slightly, his right hand gripping it firmly. His eyes shift from the gun to the woman beside him, who continues to lean against him. The man's expression becomes more serious, and he appears to be speaking to the woman, possibly giving instructions. The woman listens intently, her head still near his shoulder. The background remains unchanged, with the striped armchair and light-colored wall providing a stable setting.",
+    "The man in the green suit maintains his grip on the handgun, now pointing it slightly forward. His expression is firm, and he continues to communicate with the woman beside him, who remains close, her head near his shoulder. The woman listens attentively, her body language suggesting a deep connection or dependency. The camera remains focused on the pair, emphasizing the intensity of the moment.",
+    "In the final moments of the video, the man in the green suit keeps the handgun pointed slightly forward, his right hand steady. The woman in the pink top continues to lean against him, her head near his shoulder, indicating a sense of trust or reliance. The man's expression remains serious, and he appears to be speaking to the woman, who listens intently. The background remains consistent, with the striped armchair and light-colored wall providing a stable setting. The camera stays focused on the pair, capturing the culmination of their interaction."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_e4c28c91618e764bd2ac38b7660f8755/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_e4c28c91618e764bd2ac38b7660f8755/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..ed1169109c2183884994e85b66d9bfa25034d4c8
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_e4c28c91618e764bd2ac38b7660f8755/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_e4c28c91618e764bd2ac38b7660f8755",
+  "subset": "human",
+  "caption_segments": [
+    "A middle-aged man stands centered in a sun-dappled grassy field, his fair complexion framed by light brown hair receding at the temples and a neatly trimmed reddish-brown beard. He wears a dark gray herringbone wool suit jacket over a white dress shirt with fine vertical stripes, a red silk tie with small white geometric patterns, and a black bowler hat tilted forward. His posture is upright, expression serious, facing slightly right.",
+    "The man begins to walk steadily toward the left, his movements deliberate and unhurried. The bowler hat tilts slightly as he moves, the edge of his suit jacket brushing the frame’s boundary. Only half of his form remains visible, his red tie still prominent against the soft green backdrop as he exits.",
+    "The figure is completely gone. The grassy field stretches into the distance, dotted with blurred trees under a pale, late-afternoon sky. Gentle breezes ripple through the tall grass, casting subtle shadows. No trace of the man remains—only nature, still and quiet, bathed in golden light.",
+    "From the right edge of the frame, the man re-emerges, stepping slowly into view. His black bowler hat appears first, followed by the shoulder of the dark gray herringbone jacket. The red silk tie glints faintly in the sunlight as he continues forward, his presence returning with calm certainty.",
+    "The man is now fully in frame, standing upright and motionless. His light brown hair, receding at the temples, frames a face with a neat reddish-brown beard and mustache. He wears the same dark gray herringbone suit, white striped shirt, red patterned tie, and black bowler hat, identical to before. The scene holds still, complete."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_e4d23edb0f34bdd2c5f7282819eec3d83ff0a11016abed20074b8dfdd892b67e/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_e4d23edb0f34bdd2c5f7282819eec3d83ff0a11016abed20074b8dfdd892b67e/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..a6793961c05be56e863fc4b47658287f0097e8ae
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_e4d23edb0f34bdd2c5f7282819eec3d83ff0a11016abed20074b8dfdd892b67e/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_e4d23edb0f34bdd2c5f7282819eec3d83ff0a11016abed20074b8dfdd892b67e",
+  "subset": "human",
+  "caption_segments": [
+    "The video begins with two men in traditional attire standing near a stone well in a courtyard. The man on the left wears white gloves on his left hand and holds a small bundle of sticks, while the man on the right has no gloves and appears to be listening. Both are dressed in blue shirts, gray vests, black pants, and black shoes. They face each other, seemingly engaged in a quiet conversation. The background features a red wall with ornate gray and gold patterns, and the well is made of weathered stone.",
+    "As the conversation continues, the man without gloves gestures slightly with his free hand while speaking. The man holding the bundle listens attentively, nodding occasionally. The setting remains the same, with the stone well and red wall providing a static backdrop. The camera remains focused on the two men, capturing their subtle movements and expressions.",
+    "The man without gloves then turns and walks out of the frame to the right, leaving the other man alone by the well. The man who remains looks down briefly, then begins to move toward the well's edge. The camera follows his movement slightly, maintaining focus on him as he approaches the well.",
+    "The man sits down on the edge of the well, his posture relaxed but contemplative. He looks down at the ground, his hands resting on his lap. The white glove on his left hand is still visible, and his blue shirt and gray vest remain unchanged. The background, including the red wall and decorative patterns, stays consistent throughout.",
+    "Finally, the man remains seated on the edge of the well, looking down thoughtfully. His body language suggests he is reflecting or waiting. The camera remains steady, capturing the serene and contemplative mood of the scene. The stone well and red wall with intricate designs continue to frame the shot, emphasizing the peaceful atmosphere."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_e5642679730817cfe6c3e15a3c61975ccfa96da65b26bbdef38218edf68b504d/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_e5642679730817cfe6c3e15a3c61975ccfa96da65b26bbdef38218edf68b504d/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..cc966bc2ae5edec56f5327c89c6e2cc7d8078d16
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_e5642679730817cfe6c3e15a3c61975ccfa96da65b26bbdef38218edf68b504d/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_e5642679730817cfe6c3e15a3c61975ccfa96da65b26bbdef38218edf68b504d",
+  "subset": "human",
+  "caption_segments": [
+    "The video opens with two men positioned at the back of a silver pickup truck, set against a backdrop of green trees. The man on the left, sporting dark hair and a short beard, is dressed in a light gray and dark gray horizontally striped polo shirt, dark pants, and a black belt. The man on the right, with white/gray hair, wears a blue and white checkered long-sleeve shirt, blue jeans, and a brown belt, and holds a pink object in his left hand. Both men are initially facing away from the camera, then turn to face each other, beginning a conversation.",
+    "As the scene progresses, the two men continue their interaction near the truck. The man on the left places his hand on his hip while listening to the other man speak. The man on the right gestures slightly with his free hand, emphasizing his words. Their body language suggests a friendly and relaxed exchange, with both men smiling and nodding occasionally.",
+    "The interaction evolves as the two men shake hands, symbolizing agreement or friendship. Following the handshake, they share a warm embrace, indicating a deeper emotional connection. The man on the right, still holding the pink object, leans into the hug, while the man on the left reciprocates the gesture, showing mutual respect and affection.",
+    "After the embrace, the two men step back slightly, maintaining their positions near the truck. The man on the left turns slightly toward the camera, while the man on the right continues to hold the pink object. They appear to be concluding their interaction, possibly exchanging a few more words or nods, signifying the end of their meeting.",
+    "Finally, the two men stand apart but still connected by the shared moment. The man on the left looks at the camera briefly, while the man on the right maintains his stance near the truck. The background remains consistent, with the silver pickup truck and green trees framing their interaction, capturing the emotional weight of their farewell."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_e5b327777026e9558f364e3e23c4b45e/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_e5b327777026e9558f364e3e23c4b45e/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..ef3c867faf114452a2c03379acbdf5591f018592
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_e5b327777026e9558f364e3e23c4b45e/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_e5b327777026e9558f364e3e23c4b45e",
+  "subset": "human",
+  "caption_segments": [
+    "A man and woman lie side by side on a bed with a deep green tufted headboard. The man wears an unbuttoned blue and white vertically striped pajama shirt, soft fabric draping over his chest, a silver button gleaming near the collar. He has short dark brown hair, light stubble, eyes closed in calm repose. The woman rests her head on his chest, blonde hair loosely framing her face, bare shoulders suggesting a nightgown, lips slightly parted in peaceful sleep.",
+    "The man slowly lifts his head, eyes still closed, and begins to sit up. His movements are deliberate, arms rising gently as he shifts weight toward the left side of the frame. The striped pajama shirt sways softly with his motion. His body gradually exits leftward, only his shoulder and arm remaining visible as he slips out of view.",
+    "The bed remains undisturbed, the green tufted headboard prominent under dim ambient light. The white pillow lies untouched beside the empty space where the woman’s head rested. Her blonde hair is no longer visible. The quiet room holds stillness, shadows deepening in the corners, only the soft texture of bedding and fabric catching faint glimmers.",
+    "From the right edge of the frame, a hand reappears—pale, relaxed—followed by the man’s torso as he steps back into view. The blue and white striped pajama shirt comes into focus, its fabric softly creased. His dark brown hair falls slightly forward as he leans forward, one knee bending as he settles back onto the bed.",
+    "The man is fully back in frame, lying on his back again, eyes closed, expression serene. His unbuttoned blue and white striped pajama shirt rests exactly as before, silver button gleaming near the collar. Short dark brown hair, light stubble, and the same relaxed posture match the initial scene perfectly. The woman remains asleep, head on his chest, blonde hair cascading around her shoulders. They are still, together, in quiet intimacy."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_e7d0455f70845b771957733ad8b9761f/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_e7d0455f70845b771957733ad8b9761f/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..2270a885ef74be3e8244952cd0cd32b2f2a931c8
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_e7d0455f70845b771957733ad8b9761f/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_e7d0455f70845b771957733ad8b9761f",
+  "subset": "human",
+  "caption_segments": [
+    "A man in his early forties stands centered in a narrow urban alley, wearing a light gray dress shirt, dark trousers, and holding a navy blazer over his left arm. He has short, neatly styled black hair, a slim build, and a composed expression. Behind him, six others in formal attire watch attentively, framed by European-style architecture and parked cars under bright daylight.",
+    "The man begins to walk steadily toward the right side of the frame, his posture upright and purposeful. His navy blazer swings slightly with each step as he moves past the group, now partially obscured by the edge of the doorway. The others remain still, their attention fixed on his departure.",
+    "The man is completely out of view, leaving only the empty metal grate and wooden door in focus. The group remains motionless, silhouetted against the sunlit alley. Parked cars line the street, and the warm daylight casts soft shadows across the cobblestone ground.",
+    "From the left edge of the frame, the man re-enters, stepping into view with measured confidence. Only his torso and face are visible at first, the navy blazer draped over his arm. His short black hair catches the light as he walks forward, approaching the center of the scene.",
+    "The man is fully back in frame, standing exactly where he began. He wears the same light gray dress shirt, dark trousers, and carries the navy blazer. His short black hair is neat, his expression calm. The group behind him watches silently as he stands still, perfectly matching his original appearance."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_ea1143f4843d5f4dea25e28ed4239023/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_ea1143f4843d5f4dea25e28ed4239023/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..0b0f7f6cac5b5515ee20c5e99aaef1aab3d6946e
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_ea1143f4843d5f4dea25e28ed4239023/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_ea1143f4843d5f4dea25e28ed4239023",
+  "subset": "human",
+  "caption_segments": [
+    "A narrow, sterile hallway is illuminated by flat artificial light. On the left, a Black man in his late twenties or early thirties wears a dark zip-up hoodie over a light-colored t-shirt and camouflage-patterned pants. His arms are outstretched, mouth open as if shouting. He has short dark hair and no visible accessories.",
+    "The man begins to walk steadily toward the right side of the frame, his body angled forward with purpose. His arms lower slightly as he moves, his expression tense. The edge of his hoodie and camo pants remain visible as he exits, the motion deliberate and unhurried.",
+    "The hallway stands empty now—no figures in sight. Closed doors line the walls, a wooden handrail runs along one side, and a notice board glows faintly under overhead lights. The air feels still, the silence heavy, as if waiting for movement to return.",
+    "From the left, a figure begins to re-enter the frame. Only part of his dark zip-up hoodie and camo pants are visible, emerging slowly into view. His short dark hair appears first, then his shoulders, as he walks forward with steady intent.",
+    "The man is fully back in frame, standing centered and stationary. He wears the same dark zip-up hoodie over a light t-shirt, camo pants, and has short dark hair. His posture is firm, face neutral, exactly as before—every detail unchanged."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..edee288705be3064466cbbce677b1998fc5b6818
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168",
+  "subset": "human",
+  "caption_segments": [
+    "The video opens with a close-up of students in school uniforms, focusing on their upper bodies as they play clarinets. The students have long dark hair and are dressed in white collared shirts, dark blue vests with white buttons, and red and white striped ties. Their hands move rhythmically over the black and silver clarinet instruments, and their facial expressions convey concentration and enjoyment. The camera captures the intricate details of their uniforms and the gleam of their instruments under the stage lights.",
+    "As the scene progresses, the camera slowly pans to the right, revealing more students joining the performance. Each student holds their clarinet with precision, their fingers deftly pressing the keys. The background remains consistent, with the colorful stage decorations and the large screen displaying Japanese text and illustrations. The students' synchronized movements and the harmonious sound of their instruments create a captivating visual and auditory experience.",
+    "The camera continues to pan, showing the full extent of the stage and the arrangement of the band. The students are now seen in their complete formation, with the clarinet players in the front row and other band members behind them. The conductor stands at the center, guiding the ensemble with clear and expressive gestures. The stage is brightly lit, and the colorful backdrop enhances the festive atmosphere. The audience is visible in the foreground, seated and watching the performance with interest.",
+    "The video then zooms out further, providing a wider view of the stage and the audience. The students' uniforms and instruments remain consistent, with the dark blue vests and red ties standing out against the bright stage lighting. The large screen in the background displays the event's title in Japanese, surrounded by playful cartoon characters and vibrant colors. The students' coordinated movements and the harmonious music create a sense of unity and excitement.",
+    "Finally, the camera captures a sweeping view of the entire stage, emphasizing the scale and grandeur of the performance. The students are seen in their full formation, with the clarinet players in the front row and other band members behind them. The conductor leads the ensemble with confidence, and the audience fills the theater, creating a lively and engaging atmosphere. The video concludes with a final shot of the stage, highlighting the students' dedication and the festive spirit of the event."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..d91eaee3b1c2d490365b36eb211554cf34f13f68
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5",
+  "subset": "human",
+  "caption_segments": [
+    "The man in the gray shirt stands outside a car, facing two women. The woman in the black outfit gestures towards him, possibly explaining something, while the woman in the colorful jacket listens. The man appears to be listening intently, his expression serious. The background shows a busy street with storefronts, including a barbershop and a shop with a red circular sign. The camera is focused on the interaction between the three individuals, capturing their body language and facial expressions.",
+    "The man in the gray shirt turns his attention from the woman in the black outfit to the woman in the colorful jacket. The woman in the black outfit steps back slightly, allowing the man and the other woman to engage more closely. The man places his hand on the woman's shoulder, and she responds by looking up at him. The background remains consistent with the urban street setting, featuring various shops and signs. The camera angle shifts slightly to emphasize the growing connection between the man and the woman in the colorful jacket.",
+    "The man in the gray shirt embraces the woman in the colorful jacket in a heartfelt hug. She leans into him, her face showing emotion, while he holds her tightly. After a moment, they separate slightly, but the man continues to hold her gently. The woman in the black outfit is no longer in the frame, suggesting she has stepped away. The car door remains open, and the background storefronts are still visible. The camera captures the emotional intensity of the moment, focusing on the man and the woman in the colorful jacket.",
+    "The man in the gray shirt and the woman in the colorful jacket continue their embrace, their bodies close and their expressions conveying deep emotion. The man gently strokes her hair, offering comfort, while she rests her head on his shoulder. The car door remains open, and the background storefronts are still visible, providing context to the urban setting. The camera maintains a steady focus on the couple, highlighting the intimacy of their interaction.",
+    "The man in the gray shirt and the woman in the colorful jacket slowly separate from their embrace. The man looks down at her with a concerned expression, while she looks up at him, her face still showing emotion. The car door remains open, and the background storefronts are still visible. The camera captures the subtle shift in their interaction, emphasizing the emotional weight of the moment as they prepare to move forward."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_ee253e6b5bb0b16264606c338f5f670f/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_ee253e6b5bb0b16264606c338f5f670f/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..93b8bc4ba02a0097c26cf65297553451e8eb1ffd
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_ee253e6b5bb0b16264606c338f5f670f/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_ee253e6b5bb0b16264606c338f5f670f",
+  "subset": "human",
+  "caption_segments": [
+    "A young woman in her late teens or early twenties stands centered on a rough, beige earthen wall, rendered in detailed charcoal sketch. Her long, wavy hair cascades past her shoulders, softly shaded to suggest movement. Her face is expressive—eyes wide and thoughtful, nose straight, lips full—her expression neutral yet pensive. No clothing or accessories are visible; only the naturalistic drawing remains, with handwritten script beneath her chin. Bamboo poles form a vertical screen to the right, beyond which lies a dim forest under subdued twilight light.",
+    "The sketched figure begins to move steadily toward the right, stepping forward with quiet purpose. Her silhouette glides across the earthen surface, partially exiting the frame as she passes behind the bamboo poles. Her form remains clear but diminishing, the charcoal lines softening at the edges as she fades into the shadowed forest beyond.",
+    "The wall now holds only the faint traces of the sketch’s outline where she stood. The rough texture of the earthen surface is illuminated by muted twilight, the handwritten script beneath still visible. Bamboo poles stand motionless, framing the darkened forest beyond, where shadows deepen and silence lingers.",
+    "From the left edge of the frame, the figure begins to re-emerge, slowly returning from the unseen space beyond. Her shoulder and part of her face appear first, drawn in the same fine charcoal detail. The wavy strands of her hair catch the dim light, and her expression remains neutral, eyes forward, as she steps back into view.",
+    "The young woman is fully back in frame, standing once again in the center-left position. Her long, wavy hair falls past her shoulders, her face clearly defined with expressive eyes, straight nose, and full lips—expression neutral and pensive. No clothing or accessories are visible, just the naturalistic charcoal rendering, with the same handwritten script below. She stands still, exactly as before."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_ee552259aaacc00e95f7249dab418047/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_ee552259aaacc00e95f7249dab418047/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..af42cdd4017c420047163c97161c58393282f993
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_ee552259aaacc00e95f7249dab418047/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_ee552259aaacc00e95f7249dab418047",
+  "subset": "human",
+  "caption_segments": [
+    "A single figure stands in the foreground, arm extended toward a wet stone ledge. They wear a dark formal sleeve with a rich brown cuff, paired with a pristine white glove made of smooth cotton or linen, fitting snugly over the hand. No face or body is visible—only the poised arm and glove. Behind, blurred figures in earth-toned military uniforms stand against aged stonework under dim, overcast light.",
+    "The figure slowly turns their arm inward, retracting from the puddle’s edge. Their movement is deliberate, almost ceremonial, as they begin to pivot away from the camera. The white glove remains sharply defined against the damp cobblestones, while the dark sleeve glides forward into shadow, heading toward a narrow stone corner.",
+    "The person vanishes entirely behind the curved wall, leaving only the rain-slicked ground and ancient stonework in view. Distant figures remain motionless in the background, their uniforms blending into the muted tones of the fortress-like setting. The air feels still, heavy with quiet anticipation.",
+    "From the same corner, a silhouette re-emerges—first the edge of a dark sleeve, then the crisp white glove appearing at the frame’s edge. The hand moves cautiously forward, fingers slightly curled, as if resuming a ritual. The figure steps back into the scene, slow and measured, returning along the same path.",
+    "The person is now fully visible again, standing exactly as before. The dark formal sleeve with its brown cuff rests naturally, and the pristine white glove covers the hand completely, unblemished and perfectly fitted. No other features are seen—just the arm, poised above the puddle, as if time had not passed."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_ef35121e8c5639c183dfe54ae49a58ddf0d2f96fa015b354ba57352b531a1f6d/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_ef35121e8c5639c183dfe54ae49a58ddf0d2f96fa015b354ba57352b531a1f6d/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..e5fb8eb33949e058153e70cfe09d1f422e517067
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_ef35121e8c5639c183dfe54ae49a58ddf0d2f96fa015b354ba57352b531a1f6d/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_ef35121e8c5639c183dfe54ae49a58ddf0d2f96fa015b354ba57352b531a1f6d",
+  "subset": "human",
+  "caption_segments": [
+    "The video opens with a static shot of two men on a ship's deck under a bright blue sky. The man on the left, with dark hair tied by a white headband, wears a black robe and gray scarf, standing still with a serious expression. To his right, a larger man with a purple mohawk, red face paint, and a studded brown vest begins to make subtle facial expressions and slight head movements, hinting at an internal reaction or conversation.",
+    "As the scene progresses, the man on the right becomes more expressive, his face contorting into various emotions—furrowed brows, raised eyebrows, and slight smiles—as he gestures subtly with his hands. His body language suggests engagement with something unseen, possibly reacting to an event or dialogue. The man on the left remains completely still, his gaze fixed forward, creating a stark contrast in their demeanor.",
+    "The man on the right continues his animated display, now incorporating more pronounced hand gestures and head tilts, further emphasizing his dynamic presence. His facial expressions shift rapidly, conveying a range of emotions. Meanwhile, the man on the left remains unchanging, his posture and expression frozen, highlighting the tension between their contrasting states.",
+    "The interaction between the two men unfolds as the man on the right maintains his expressive behavior, his movements becoming slightly more exaggerated. His red face paint and purple mohawk stand out vividly against the backdrop of the ship's sail and crew. The man on the left, however, remains steadfast, his stillness serving as a counterpoint to the other man's liveliness.",
+    "Finally, the video concludes with the man on the right continuing his animated expressions and gestures, his energy undiminished. The man on the left remains completely motionless, his identity and appearance consistent throughout. The ship's sail and distant crew members provide a stable background, ensuring the focus remains on the two central figures and their contrasting dynamics."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_f0faae2b9b81ee428aa8583ba550f92c/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_f0faae2b9b81ee428aa8583ba550f92c/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..a3cbb8a65301f0e0ed913f7f68afec5acab227ee
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_f0faae2b9b81ee428aa8583ba550f92c/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_f0faae2b9b81ee428aa8583ba550f92c",
+  "subset": "human",
+  "caption_segments": [
+    "A young male in his late teens to early twenties stands on the right side of the frame, clad in elaborate black armor adorned with intricate silver embroidery and layered textures reminiscent of ancient Chinese fantasy. His high-collared outfit features detailed shoulder pieces, dark gloves, and a sleek cascade of long black hair secured by a small decorative hairpin. A red triangular mark glows faintly on his forehead as he raises one hand, palm open, channeling unseen energy. Dramatic lighting highlights his commanding presence against a swirling backdrop of dark clouds, fiery embers, and abstract mystical patterns.",
+    "The figure begins to ascend a glowing stone staircase that emerges from the shadows, stepping upward with deliberate grace. His silhouette grows smaller as he moves toward the upper edge of the frame, one hand still raised, energy flickering around his palm. Only the lower half of his armored form remains visible, vanishing gradually into the misty heights above.",
+    "The staircase fades into the ethereal void, leaving only the dark, swirling sky filled with crimson flames and floating geometric symbols. Swirling clouds pulse with faint light, and distant embers drift like stars. The scene is still and silent, devoid of any human presence, yet charged with latent power.",
+    "From the top of the frame, a shadow descends slowly—first the gleaming silver shoulder piece, then the curve of the high collar. The figure’s long black hair flows down as he steps back into view, one gloved hand still raised, palm open. The red mark on his forehead pulses softly as he nears the center of the frame.",
+    "The young man is fully back in frame, standing tall and poised on the right side, identical to before. His black armor with silver embroidery, high collar, and detailed shoulder pieces are perfectly intact. His long black hair falls past his shoulders, held by the delicate hairpin, and the red triangular mark glows steadily on his forehead. He stands still, hand raised, facing slightly forward, as the mystical background swirls behind him."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_f597a56a57ac95f74397e8faf9b0d8ad/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_f597a56a57ac95f74397e8faf9b0d8ad/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..7f774123bae42a5bdf64d54ed5f953746628ff4f
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_f597a56a57ac95f74397e8faf9b0d8ad/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_f597a56a57ac95f74397e8faf9b0d8ad",
+  "subset": "human",
+  "caption_segments": [
+    "A middle-aged man sits upright at a polished dark wooden desk, wearing a light gray pinstriped suit jacket over a crisp white dress shirt with cuffed sleeves and a dark blue diamond-patterned tie. His clean, well-kept hands hold a folded sheet of paper with handwritten Chinese characters. A red-inked envelope rests before him, and a brass telegraph machine glints in the foreground under soft, diffused lighting.",
+    "The man rises slowly from his chair, straightening his jacket as he turns away from the desk. He walks steadily deeper into the room, moving toward the far background where dark wood paneling recedes into shadow. Only his back and shoulders remain visible as he fades from view.",
+    "The desk remains untouched, the folded paper still held in place by his absence. The red-inked envelope lies open beside the brass telegraph machine, its coiled wire catching faint light. Soft shadows stretch across the polished wood floor, and the quiet study feels suspended in time.",
+    "From the far background, a figure emerges—slowly stepping forward through the dim corridor. The silhouette grows clearer, revealing the familiar shape of a man in a light gray pinstriped jacket. He advances steadily, his posture upright, approaching the desk once more.",
+    "The man stands fully in frame, seated again at the desk, identical to before. He wears the same light gray pinstriped suit jacket, white dress shirt with cuffed sleeves, and dark blue diamond-patterned tie. His hands rest on the folded paper, the red-inked envelope beside it, under the same soft, diffused light—motionless, composed, and unchanged."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/human/mem_openhumanvid_f602b4424ba5b3da8a2e62b38655abf1/sample.json b/MBench-V-new/samples/human/mem_openhumanvid_f602b4424ba5b3da8a2e62b38655abf1/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..a87e3044dc0125c5b656795807d663fbbb519256
--- /dev/null
+++ b/MBench-V-new/samples/human/mem_openhumanvid_f602b4424ba5b3da8a2e62b38655abf1/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_openhumanvid_f602b4424ba5b3da8a2e62b38655abf1",
+  "subset": "human",
+  "caption_segments": [
+    "A single adult male, late twenties or early thirties, stands in profile facing left, his medium-length dark brown hair neatly styled with a slight wave. He has a full, well-groomed beard and mustache, olive-toned skin, and a focused expression. Dressed in a dark woolen collared shirt with cream inner lining at the collar and cuffs, he holds a green smartphone to his right ear, illuminated by dim, warm light. Behind him, a green-framed doorway opens into a softly lit interior, flanked by a wooden wall with faint graffiti.",
+    "The man begins to walk steadily toward the right, his body angled slightly forward as he moves out of frame. His right hand remains raised, still holding the phone to his ear, while his dark shirt sways gently with each step. The edge of his shoulder and arm fade from view, leaving only the warmth of the light and the texture of the wooden wall behind.",
+    "The frame is now empty—no trace of the man remains. Only the dimly lit environment persists: the green-framed doorway glows softly, casting subtle shadows across the weathered wooden wall. Faint graffiti lingers in the background, untouched by movement. The warm ambient light pools quietly, filling the space where he once stood.",
+    "From the left side of the frame, the man re-emerges, stepping slowly into view. His dark woolen shirt and cream-lined collar become visible first, followed by the side of his face, still bearing the same intense expression. His right hand lifts the green smartphone to his ear once more, the motion deliberate and familiar.",
+    "The man is fully back in frame, standing in the same position as before—profile facing left, eyes focused, expression unchanged. His dark brown hair, neatly waved, frames his face; his full beard and mustache are pristine. He wears the same dark woolen shirt with cream lining at collar and cuffs, holding the green smartphone to his ear. The scene is identical to the beginning—stationary, complete, and vivid."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/mem_mipnerf360_575f06997f088dc5824bec5a960459303edd0154e65b3594e29810380ac7ea50_object/sample.json b/MBench-V-new/samples/object/mem_mipnerf360_575f06997f088dc5824bec5a960459303edd0154e65b3594e29810380ac7ea50_object/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..a67d808bd46bef788201fa61d36cbef2720d0c25
--- /dev/null
+++ b/MBench-V-new/samples/object/mem_mipnerf360_575f06997f088dc5824bec5a960459303edd0154e65b3594e29810380ac7ea50_object/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_mipnerf360_575f06997f088dc5824bec5a960459303edd0154e65b3594e29810380ac7ea50_object",
+  "subset": "object",
+  "caption_segments": [
+    "The video begins with a close-up of the circular wooden table, highlighting its radial slat design and the central metal ring. A rustic vase containing dried leaves sits prominently in the center. The table is placed on a hexagonal stone pavement, surrounded by lush green grass and various plants. The camera starts to pan slowly to the right, revealing a brick wall covered in ivy and a glimpse of a house in the background.",
+    "As the camera continues its pan, it captures the left side of the table, emphasizing the detailed craftsmanship of the wooden slats and the central metal ring. The surrounding garden becomes more visible, with different types of foliage and a small fence in the distance. The vase with dried leaves remains a focal point, adding a natural element to the scene.",
+    "The camera movement progresses, providing a more comprehensive view of the garden. The table's design is showcased from multiple angles, with the radial slats converging towards the central vase. The hexagonal stone pavement beneath the table is fully visible, and the garden's greenery frames the scene beautifully. The dried leaves in the vase continue to add a rustic touch.",
+    "The camera completes its pan, offering a top-down perspective of the table. The radial slats are clearly defined, leading the eye towards the central vase. The hexagonal stone pavement is prominently displayed, and the garden's lush greenery surrounds the table, creating a tranquil and inviting atmosphere. The dried leaves in the vase remain a constant element, enhancing the natural aesthetic.",
+    "The final shot focuses on the table from directly above, capturing the intricate details of the wooden slats and the central metal ring. The vase with dried leaves is centered, and the hexagonal stone pavement is fully in view. The surrounding garden, with its diverse plant life, completes the serene setting. The camera remains steady, allowing the viewer to appreciate the table's design and the peaceful garden environment."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/mem_mipnerf360_5f84c46d31489bd1a6b57b7c5c8cbc15280e279f8eb03122abd9362ac7333d13_object/sample.json b/MBench-V-new/samples/object/mem_mipnerf360_5f84c46d31489bd1a6b57b7c5c8cbc15280e279f8eb03122abd9362ac7333d13_object/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..4905e565b13baa905b3d8a27368c97cbb2b5ae05
--- /dev/null
+++ b/MBench-V-new/samples/object/mem_mipnerf360_5f84c46d31489bd1a6b57b7c5c8cbc15280e279f8eb03122abd9362ac7333d13_object/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_mipnerf360_5f84c46d31489bd1a6b57b7c5c8cbc15280e279f8eb03122abd9362ac7333d13_object",
+  "subset": "object",
+  "caption_segments": [
+    "0-20%: The video opens with a close-up view of the dark granite countertop, focusing on a metallic stainless steel bowl, a wooden rolling pin, and a wooden bowl filled with orange and red apples. A pair of blue silicone oven mitts rests beside the bowl, and a clear plastic water pitcher is visible in the background. The lighting highlights the reflective surface of the bowl and the grain of the rolling pin.",
+    "20-40%: The camera begins to pan to the right, revealing additional items on the countertop, including a yellow '12 British' egg carton with the Union Jack logo, a loaf of bread in a clear plastic bag, and several cans of 'Napoleon Chopped Chestnuts'. The blue silicone oven mitts remain in view, and the camera movement ensures that the textures and colors of these objects are consistently captured.",
+    "40-60%: Continuing its pan, the camera shifts focus to the left side of the countertop, bringing into view more of the metallic stainless steel bowls and the clear plastic water pitcher. The wooden rolling pin is still visible, and the camera angle changes slightly to provide a different perspective of the apples in the wooden bowl. The overall composition remains cluttered but organized, with each object maintaining its distinct appearance.",
+    "60-80%: The camera pans back toward the center and right side of the countertop, re-emphasizing the '12 British' egg carton, the loaf of bread, and the cans of chestnuts. The blue silicone oven mitts are once again prominently featured, and the camera movement ensures that the Union Jack logo on the egg carton and the embossed patterns on the mitts are clearly visible. The lighting remains consistent, highlighting the textures and colors of the objects.",
+    "80-100%: In the final segment, the camera tilts and pans back to the initial area, revisiting the metallic stainless steel bowl, the wooden rolling pin, and the wooden bowl of apples. The blue silicone oven mitts and the clear plastic water pitcher are also brought back into focus. The video concludes by ensuring that all objects have been consistently represented throughout the entire sequence, maintaining their identity, geometric integrity, texture fidelity, and semantic correctness."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/mem_mipnerf360_a8f137cd302ac277409b1dcd26e4c8a03d8600bc4f6a80af40c71a5a980a98c5_object/sample.json b/MBench-V-new/samples/object/mem_mipnerf360_a8f137cd302ac277409b1dcd26e4c8a03d8600bc4f6a80af40c71a5a980a98c5_object/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..6e1441d02e63fb47877b47d349e9e3bea067184a
--- /dev/null
+++ b/MBench-V-new/samples/object/mem_mipnerf360_a8f137cd302ac277409b1dcd26e4c8a03d8600bc4f6a80af40c71a5a980a98c5_object/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_mipnerf360_a8f137cd302ac277409b1dcd26e4c8a03d8600bc4f6a80af40c71a5a980a98c5_object",
+  "subset": "object",
+  "caption_segments": [
+    "A pink and white bonsai tree with a dark wooden base is placed on a purple knitted cloth-covered table, with a red bicycle leaning against the wall to the left and a keyboard on a stand behind it.",
+    "The camera pans slightly to the right, showing a window with daylight streaming in, a desk with a computer monitor, and a patterned rug on the wooden floor.",
+    "The view shifts to focus more on the bonsai tree, capturing its detailed branches and blossoms, with a cardboard box and a white door visible in the background.",
+    "The camera angle changes to a lower perspective, emphasizing the texture of the purple cloth and the wooden base of the bonsai tree, with the red bicycle wheel in the foreground.",
+    "The final shot shows the bonsai tree from a slightly elevated angle, with the red bicycle fully visible in the background, resting against the wall, and a few magazines lying on the wooden floor nearby."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/mem_tnt_0b199d304a74f9c3d2003c36f68bbf95fa52d9983fd2275bdae66a61e23d49d5_object/sample.json b/MBench-V-new/samples/object/mem_tnt_0b199d304a74f9c3d2003c36f68bbf95fa52d9983fd2275bdae66a61e23d49d5_object/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..e07c6289e5e618331405fb569061cc3b878daffd
--- /dev/null
+++ b/MBench-V-new/samples/object/mem_tnt_0b199d304a74f9c3d2003c36f68bbf95fa52d9983fd2275bdae66a61e23d49d5_object/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_tnt_0b199d304a74f9c3d2003c36f68bbf95fa52d9983fd2275bdae66a61e23d49d5_object",
+  "subset": "object",
+  "caption_segments": [
+    "The video opens with a side view of the camouflaged Pz IV Ausf. H tank, focusing on its six large road wheels and track system. The red number '501' is clearly visible on the turret, and the black cross insignia can be seen on the hull. The camera begins to pan around the tank, gradually revealing more of its structure and details.",
+    "As the camera continues to move, it transitions to the front view of the tank, highlighting the hull's design, the main gun barrel, and the black cross insignia. The intricate details of the mounted equipment and the camouflage pattern are captured in detail. The camera then starts to move toward the rear of the tank, showing the engine deck and exhaust systems.",
+    "The middle section of the video focuses on the rear view of the tank, providing a clear look at the engine deck, exhaust pipes, and additional mounted equipment. The consistent camouflage pattern and fine details such as rivets and hatches are maintained, ensuring geometric integrity and texture fidelity. The spacious hangar environment allows for clear visibility of these features.",
+    "In the latter part of the video, the camera captures close-up views of the tank from the front and rear, emphasizing the hull's design, the main gun barrel, and the engine deck. The red number '501' and black cross insignia remain prominent, and the camera highlights the tank's complex surface textures and mounting details. The video ensures semantic correctness by presenting the tank from all necessary angles.",
+    "The video concludes with a final side view of the tank, reinforcing its identity and structural consistency within the hangar setting. The camera captures the intricate details of the track system and road wheels, ensuring identity persistence and texture fidelity. The spacious hangar environment provides a fitting backdrop for the detailed exploration of this military tank."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/mem_tnt_15d42cee734662bf8471fa3ead0266b2e0ffc015a980be20d4aee17b727c70e0_object/sample.json b/MBench-V-new/samples/object/mem_tnt_15d42cee734662bf8471fa3ead0266b2e0ffc015a980be20d4aee17b727c70e0_object/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..fb6b3b90ab10ff7cf6fbafc4496a13fe0a057c75
--- /dev/null
+++ b/MBench-V-new/samples/object/mem_tnt_15d42cee734662bf8471fa3ead0266b2e0ffc015a980be20d4aee17b727c70e0_object/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_tnt_15d42cee734662bf8471fa3ead0266b2e0ffc015a980be20d4aee17b727c70e0_object",
+  "subset": "object",
+  "caption_segments": [
+    "The video opens with a wide shot of the courtroom, showcasing the rows of dark wooden benches with green upholstered chairs set against the backdrop of a red patterned carpet. The camera pans to the right, revealing the ornate ceiling with elaborate chandeliers and a large, circular stained-glass dome that dominates the space. The initial frames also capture the judge's bench, the American and state flags, and the classical portraits on the walls, setting the stage for the detailed exploration of the courtroom's architecture and furnishings.",
+    "As the video progresses, the camera moves to the left side of the courtroom, focusing on a wooden display cabinet and a series of windows with white blinds. The movement continues upward, capturing the intricate patterns of the stained-glass dome ceiling, emphasizing the vibrant colors and floral motifs. The camera then shifts to the front of the courtroom, providing a closer view of the judge's bench and the two flags, maintaining the consistent theme of the courtroom's grandeur and historical significance.",
+    "In the third segment, the camera explores the back of the courtroom, highlighting the rows of empty wooden benches and the red carpet. The perspective shifts to the left side of the room, showcasing a wooden display cabinet and a series of windows with white blinds. The camera then ascends to capture the detailed patterns of the stained-glass dome ceiling, emphasizing the intricate details and the play of light through the glass. The focus returns to the front of the courtroom, where the judge's bench and the two flags are prominently displayed, reinforcing the consistent theme of the courtroom's design and features.",
+    "The fourth segment continues with a closer look at the judge's bench and the surrounding area, including the green upholstered chair and the American flag. The perspective shifts to the right side of the courtroom, revealing more of the wooden benches and the red carpet. The camera then moves upward again to capture the stained-glass dome ceiling, highlighting the intricate details and the play of light through the glass. The final scenes return to the front of the courtroom, offering a comprehensive view of the entire space, reinforcing the consistency and coherence of the courtroom's design and features.",
+    "In the final segment, the camera provides a sweeping view of the courtroom from different angles, capturing the rows of dark wooden benches with green upholstered chairs arranged neatly on the red patterned carpet. The camera pans across the room, revealing the ornate ceiling with elaborate chandeliers and a large, circular stained-glass dome that serves as the centerpiece. The video concludes with a focus on the judge's bench, the American and state flags, and the classical portraits on the walls, emphasizing the consistent theme of the courtroom's grandeur and historical significance."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/mem_tnt_244802e503a003b212b2da2e7e2265cc15a97b19ec1933487096f94417132017_object/sample.json b/MBench-V-new/samples/object/mem_tnt_244802e503a003b212b2da2e7e2265cc15a97b19ec1933487096f94417132017_object/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..02841b0cbc6ca8e6fddcf95af47b4b2dd346eaa8
--- /dev/null
+++ b/MBench-V-new/samples/object/mem_tnt_244802e503a003b212b2da2e7e2265cc15a97b19ec1933487096f94417132017_object/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_tnt_244802e503a003b212b2da2e7e2265cc15a97b19ec1933487096f94417132017_object",
+  "subset": "object",
+  "caption_segments": [
+    "At the beginning of the video, the camera presents a frontal view of the bronze statue of a seated man reading a book. The statue, with its greenish patina and classical robes, is situated in a circular stone fountain plaza. The surrounding area is lush with green grass, mature trees, and colorful flowering beds. The camera starts to move slowly to the right, beginning to reveal the side profile of the statue and the elegant building in the background, which features multiple windows and a tiled roof.",
+    "As the video transitions into the 20-40% segment, the camera continues its smooth orbit around the statue, now showing it from a side angle. The intricate details of the statue's robes and the open book on its lap become more apparent. The background remains consistent, with the green grass, trees, and flowering beds providing a picturesque setting. The camera movement is steady, ensuring that the statue's geometric integrity is preserved, and the viewer can appreciate the fine textures of the bronze material.",
+    "In the 40-60% segment, the camera moves further around the statue, transitioning from the side to the rear view. The statue's back is now visible, showcasing the detailed sculpting of the robes and the overall form of the seated figure. The circular stone fountain plaza is still prominent, and the surrounding greenery continues to frame the scene beautifully. The large building in the background remains partially obscured by the trees, adding depth to the composition. The camera's movement is fluid, maintaining a clear and consistent focus on the statue.",
+    "As the video progresses into the 60-80% segment, the camera begins to move back towards the front of the statue, completing its orbit. The viewer is once again presented with a frontal view of the statue, similar to the opening shot. The intricate details of the statue's face, the book in its hands, and the rock-like base are clearly visible. The surrounding environment, including the circular stone plaza, green grass, and flowering beds, remains unchanged, providing a cohesive and serene setting.",
+    "In the final 80-100% segment, the camera continues its slow orbit around the statue, now focusing on the base and the circular stone fountain plaza. The intricate details of the statue's base, including any inscriptions, are highlighted. The camera then moves slightly closer to the statue, providing a more detailed view of the bronze material and the greenish patina in the crevices. The video concludes with a comprehensive view of the statue, emphasizing its identity persistence, geometric integrity, and texture fidelity from all angles, while the serene garden setting remains a constant backdrop."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/mem_tnt_347b192573971cc541124018fe08d0198d80de2b7133ef1be6bf93a51771450e_object/sample.json b/MBench-V-new/samples/object/mem_tnt_347b192573971cc541124018fe08d0198d80de2b7133ef1be6bf93a51771450e_object/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..aacfaba134e1655e430e2cffa98690222adda878
--- /dev/null
+++ b/MBench-V-new/samples/object/mem_tnt_347b192573971cc541124018fe08d0198d80de2b7133ef1be6bf93a51771450e_object/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_tnt_347b192573971cc541124018fe08d0198d80de2b7133ef1be6bf93a51771450e_object",
+  "subset": "object",
+  "caption_segments": [
+    "The video begins with a close-up of the bronze horse statue, focusing on its rearing pose and detailed features like the mane and tail. The camera starts to pan, revealing the light beige pedestal with a plaque. The initial movement sets the stage for the exploration of the statue's reflective surface and the surrounding campus environment, which includes green lawns and palm trees.",
+    "As the camera continues to move, it captures the statue from various angles, emphasizing its geometric integrity and the consistency of its shape. The background becomes more visible, showing modern buildings and pathways within the campus. The reflective bronze surface mirrors the environment, maintaining texture fidelity and providing a dynamic interplay of light and shadow.",
+    "The camera further orbits around the statue, offering a comprehensive view of its form and the surrounding area. The focus remains on the statue's identity persistence, with the reflective surface continuously capturing the details of the environment. The background reveals more of the campus, including additional greenery and distant buildings, enhancing the sense of place.",
+    "In the next phase, the camera completes its circular motion, bringing the viewer closer to the statue once again. The full context of the statue's placement within the campus is now evident, with the street, parked cars, and pedestrians visible in the distance. The reflective quality of the bronze continues to highlight the vibrant surroundings, ensuring a cohesive visual experience.",
+    "The video concludes with a final orbit around the statue, returning to a view similar to the opening shot but from a slightly different angle. The complete appreciation of the statue's artistry and its harmonious integration into the environment is emphasized, with the reflective surface consistently capturing the light and details of the surroundings. The final frames leave a lasting impression of the statue's dynamic presence and the serene campus setting."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/mem_tnt_4917553f77bf46830cbc3ef9a6f6aea706f13c0938c5c828ae6670bf79045857_object/sample.json b/MBench-V-new/samples/object/mem_tnt_4917553f77bf46830cbc3ef9a6f6aea706f13c0938c5c828ae6670bf79045857_object/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d7770416bcf8004e9bc426bef1f58a8f8f7dcf0
--- /dev/null
+++ b/MBench-V-new/samples/object/mem_tnt_4917553f77bf46830cbc3ef9a6f6aea706f13c0938c5c828ae6670bf79045857_object/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_tnt_4917553f77bf46830cbc3ef9a6f6aea706f13c0938c5c828ae6670bf79045857_object",
+  "subset": "object",
+  "caption_segments": [
+    "The video opens with a panoramic view of the Santa Cruz Surfing Museum and its lighthouse, showcasing the red brick structure with white trim and the American flag flying high. The camera slowly pans around the building, capturing the details of the lighthouse tower and the surfboards displayed near the entrance. The initial shots are taken during bright daylight, with the sun creating lens flares as it shines directly into the camera.",
+    "As the video progresses, the camera moves closer to the museum, focusing on the side of the building and the intricate brickwork. The lighthouse tower is shown from different angles, highlighting its white exterior and the black railing at the top. The camera then pans to the front of the museum, where the entrance with the 'Santa Cruz Surfing Museum' sign is clearly visible. The solar panels on the roof are also captured in detail.",
+    "The middle part of the video transitions to a broader view of the museum's surroundings. The camera captures the parking lot filled with cars and the grassy area adjacent to the building. The ocean is visible in the background, providing a scenic coastal backdrop. The video then focuses on the lighthouse tower once more, showing it from a higher angle and emphasizing its height and prominence.",
+    "In the latter part of the video, the camera moves around the museum, capturing the side and back views. The intricate details of the brick walls and the small windows with white frames are highlighted. The video then shifts to the front of the museum, where people are seen walking near the entrance. The American flag is shown waving in the breeze, and the ocean remains a constant presence in the background.",
+    "The video concludes with a series of wide shots that encompass the entire Santa Cruz Surfing Museum and its surroundings. The camera captures the building from various angles, including the lighthouse tower, the entrance, and the solar panels on the roof. The final shots show the museum in relation to the parking lot, the grassy area, and the ocean, providing a comprehensive view of the location. The American flag continues to wave in the wind, and the sun creates lens flares as it shines brightly in the sky."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/mem_tnt_5c230d78880b8c91f83954320759a4299ec025506ae677331c26e6220c455d3f_object/sample.json b/MBench-V-new/samples/object/mem_tnt_5c230d78880b8c91f83954320759a4299ec025506ae677331c26e6220c455d3f_object/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..0d4208d0009cea2554a780b5a2f310864a14e5b2
--- /dev/null
+++ b/MBench-V-new/samples/object/mem_tnt_5c230d78880b8c91f83954320759a4299ec025506ae677331c26e6220c455d3f_object/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_tnt_5c230d78880b8c91f83954320759a4299ec025506ae677331c26e6220c455d3f_object",
+  "subset": "object",
+  "caption_segments": [
+    "The video opens with a close-up of the bronze family statue, capturing the kneeling man, standing woman, and child in a moment of familial connection. The camera begins its slow orbit from the left side, revealing the circular courtyard with wooden benches, a tall palm tree, and neatly trimmed hedges. The initial angle emphasizes the statue's detailed drapery and the greenish patina on the bronze, while the background shows a building entrance with large glass windows.",
+    "As the camera moves to the right, it continues its orbit, showcasing the statue from different angles. The middle section focuses on the base of the statue, where the inscriptions 'IN CELEBRATION OF FAMILY' and 'Louis and Dorina Bruteau' are clearly visible. The background transitions to include more greenery, a pathway, and distant buildings with red-tiled roofs. The smooth camera movement allows for a continuous appreciation of the statue's texture and the serene campus setting.",
+    "The camera continues its orbit, now showing the statue from the rear, highlighting the flowing robes and the tender pose of the figures. The background features a mix of architectural elements, including a building with large windows and a red-tiled roof, as well as more greenery and additional benches. The camera maintains a steady pace, ensuring that the viewer can fully appreciate the statue's form and the surrounding environment.",
+    "As the camera completes its orbit, it returns to the initial viewpoint near the building entrance. The final segment focuses on the front of the statue, capturing the interplay of light and shadow on its surface. The surrounding area is shown in its entirety, with the brick-paved courtyard, benches, and lush landscaping creating a harmonious setting. Pedestrians can be seen walking along the pathways in the distance, adding life to the tranquil scene.",
+    "The video concludes with a lingering shot of the statue, capturing the emotional depth of the scene and the peaceful ambiance of the campus environment. The final perspective offers a comprehensive view of the statue, highlighting both the front and back details, including the inscriptions on the base. The surrounding area is shown in its entirety, with the brick-paved courtyard, benches, and lush landscaping creating a harmonious setting."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/mem_tnt_88d372e8fdd3bf9ff3f3165e627d8e178998fc2481c48402178bda80a087ad21_object/sample.json b/MBench-V-new/samples/object/mem_tnt_88d372e8fdd3bf9ff3f3165e627d8e178998fc2481c48402178bda80a087ad21_object/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..9c152e6cab879133dad94eaad86fb49a2dc92d62
--- /dev/null
+++ b/MBench-V-new/samples/object/mem_tnt_88d372e8fdd3bf9ff3f3165e627d8e178998fc2481c48402178bda80a087ad21_object/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_tnt_88d372e8fdd3bf9ff3f3165e627d8e178998fc2481c48402178bda80a087ad21_object",
+  "subset": "object",
+  "caption_segments": [
+    "The video begins with a close-up shot of the yellow Caterpillar 950F wheel loader positioned in a dry, grassy field. The camera starts by focusing on the front of the machine, capturing the large bucket with its sharp teeth and the massive front tires. The loader's vibrant yellow paint, accented with black and red, is highlighted against the backdrop of a clear blue sky. The CAT logo and model number '950F' are visible on the side, along with the O Nelson & Son Construction sticker. The loader remains stationary as the camera begins to pan around it.",
+    "As the camera continues to move, it reveals the side profile of the Caterpillar 950F, showcasing the large cabin with its expansive windows and the dual rear tires with deep treads. The smooth panning motion allows for a detailed view of the machine's structure and components. The O Nelson & Son Construction sticker remains in view, providing contact information. The surrounding environment of dry grass and trees is consistently visible, with the clear blue sky overhead. The loader begins a slow rotation, preparing to reveal more of its features.",
+    "The camera now focuses on the rear section of the loader as it continues its rotation. The massive dual rear tires and the Caterpillar-branded cabin are prominently displayed, with the large front bucket still visible from the side. The O Nelson & Son Construction sticker is still present, adding a touch of branding. The loader's slow movement allows for a comprehensive view of its rear and side profiles. The background of dry grass, scattered trees, and a clear blue sky remains consistent, providing a natural setting for the machine.",
+    "As the loader completes its rotation, the camera captures the front of the machine once again, emphasizing the large bucket and the massive front tires. The CAT logo and model number '950F' are clearly visible, reinforcing the loader's identity. The O Nelson & Son Construction sticker is still in view, providing contact details. The surrounding environment of dry grass, scattered trees, and a clear blue sky remains consistent, highlighting the loader's presence in the field. The camera movement is smooth, ensuring all key features are captured from various angles.",
+    "In the final segment, the camera provides a detailed view of the loader's front and side, capturing the intricate details of the bucket, tires, and cabin. The vibrant yellow paint, accented with black and red, is highlighted against the backdrop of a clear blue sky. The CAT logo and model number '950F' are prominently displayed, along with the O Nelson & Son Construction sticker. The loader remains stationary, allowing for a thorough examination of its design and build quality. The surrounding environment of dry grass, scattered trees, and a clear blue sky provides a natural and serene setting for the machine."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/mem_tnt_a4764f2ff7a08c7d8dae83b3891516592f4b7eb732e6e4e645a235b8aa04138f_object/sample.json b/MBench-V-new/samples/object/mem_tnt_a4764f2ff7a08c7d8dae83b3891516592f4b7eb732e6e4e645a235b8aa04138f_object/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..82d186abd68f25f3a6aa8d4d532d3af333fa522c
--- /dev/null
+++ b/MBench-V-new/samples/object/mem_tnt_a4764f2ff7a08c7d8dae83b3891516592f4b7eb732e6e4e645a235b8aa04138f_object/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_tnt_a4764f2ff7a08c7d8dae83b3891516592f4b7eb732e6e4e645a235b8aa04138f_object",
+  "subset": "object",
+  "caption_segments": [
+    "The video opens with a close-up of the monument's base, focusing on the white marble steps and the inscription panel. The camera slowly tilts upward, revealing the four fluted columns and the bronze seated statue within the open-air structure. The initial frames capture the monument from a low angle, emphasizing its grandeur and the detailed craftsmanship of the marble.",
+    "As the video progresses, the camera begins to pan around the monument, providing a 360-degree view of its design. The middle frames highlight the decorative sculptural elements at the top, including the spire and winged figures, while also showcasing the surrounding park environment with its lush greenery and pathways. The lighting remains consistent, with a mix of overcast and sunlit conditions.",
+    "In the next segment, the camera continues to circle the monument, focusing on the upper sections and the intricate details of the sculptures. The frames capture the monument from various angles, emphasizing its geometric integrity and the texture of the marble. The background remains a serene park setting, with trees and pathways visible throughout.",
+    "Toward the end of this segment, the camera ascends to capture the full height of the monument, showcasing the spire and winged figures against the sky. The lighting shifts to a brighter, sunlit condition, highlighting the monument's details and creating dynamic shadows. The surrounding park environment remains a constant backdrop, adding to the overall composition.",
+    "The final segment focuses on the monument from a high angle, capturing the interplay of light and shadow on its surface. The camera then moves to a lower angle, providing a comprehensive view of the entire monument against the sky. The video concludes with a wide shot of the monument in its entirety, framed by the park's greenery and pathways, under varying lighting conditions."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/mem_tnt_c377e6c6722ada96fe40ab147f9fee05963e9cc40b9e6cdc51dd48e788f2e0d1_object/sample.json b/MBench-V-new/samples/object/mem_tnt_c377e6c6722ada96fe40ab147f9fee05963e9cc40b9e6cdc51dd48e788f2e0d1_object/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..1ef2a9ed8b769febfde26e16545ba18383417ad0
--- /dev/null
+++ b/MBench-V-new/samples/object/mem_tnt_c377e6c6722ada96fe40ab147f9fee05963e9cc40b9e6cdc51dd48e788f2e0d1_object/sample.json
@@ -0,0 +1,11 @@
+{
+  "sample_id": "mem_tnt_c377e6c6722ada96fe40ab147f9fee05963e9cc40b9e6cdc51dd48e788f2e0d1_object",
+  "subset": "object",
+  "caption_segments": [
+    "The video opens with a side view of the vintage blue flatbed truck, focusing on the wooden slats of the bed and the rusted blue paint. The camera begins its movement by panning left, gradually revealing the front of the truck and its weathered grille. The initial 20% of the video sets the stage by establishing the truck's presence in the urban environment, with trees and outdoor seating visible in the background.",
+    "As the camera continues its orbit, it moves past the front of the truck, capturing the details of the headlights and the 'SAN PEDRO SQUARE MARKET' logo on the door. The next 20% of the video focuses on the transition from the front to the rear, with the camera tilting slightly upward to emphasize the height of the wooden bed. The background remains consistent, featuring the same urban elements but from different angles.",
+    "In the third segment, the camera reaches the rear of the truck, providing a clear view of the tailgate, license plate, and red tail lights. The surrounding area includes a glimpse of the street and additional buildings, adding depth to the scene. The camera then begins its return journey toward the front, maintaining a steady pace and keeping the truck centered in the frame.",
+    "The fourth segment brings the camera back to the front of the truck, where it lingers for a moment to highlight the details of the grille and the overall condition of the vehicle. The camera then pans slightly to the right, offering a three-quarter view that combines both the front and side perspectives. This part of the video reinforces the truck's vintage appeal and its integration into the urban landscape.",
+    "In the final 20%, the camera completes its full orbit around the truck, returning to the initial side view. The video concludes by reiterating the key visual features of the truck, such as the rusted paint, wooden bed, and branding, while also showcasing the consistency of the urban setting throughout the entire sequence."
+  ]
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_003_a51f0378/sample.json b/MBench-V-new/samples/object/vobj_sample_003_a51f0378/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..ec0cbc8f6c5f14ff8d9dffcc57052a1ee11a4532
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_003_a51f0378/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_003_a51f0378",
+  "subset": "object",
+  "caption_segments": [
+    "A massive reddish-brown bridge tower rises from the water, its steel structure standing tall under daylight in a suspension bridge scene.",
+    "The camera tilts upward, moving away from the bridge tower while it remains visible in the frame, as the camera continues to tilt up.",
+    "Continuing the upward tilt, the subject is now fully out of frame and no longer visible, as the camera continues to tilt up.",
+    "The camera begins to tilt downward, returning toward the original area above the water, as the camera continues to tilt down.",
+    "As the camera continues tilting down, the same bridge tower reappears clearly in view, maintaining perspective from above."
+  ],
+  "object_card": {
+    "object_name": "bridge tower",
+    "core_attributes": [
+      "massive",
+      "reddish-brown",
+      "steel structure"
+    ],
+    "scene_context": [
+      "suspension bridge",
+      "over water",
+      "daylight"
+    ],
+    "must_keep": [
+      "focus on structural column",
+      "maintain perspective from above"
+    ],
+    "must_avoid": [
+      "including vehicles",
+      "focusing on distant span"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_004_2bcc2a1e/sample.json b/MBench-V-new/samples/object/vobj_sample_004_2bcc2a1e/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..6a6acb07131e1cb81b809889d9bceef78d53df0c
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_004_2bcc2a1e/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_004_2bcc2a1e",
+  "subset": "object",
+  "caption_segments": [
+    "A wooden chalet with a triangular roof and multiple windows stands prominently in the alpine village, nestled against a mountain backdrop.",
+    "The camera begins to pan right, revealing more of the residential area while the chalet remains visible in the frame.",
+    "As the camera continues panning right, the subject moves out of view and is no longer visible in the scene.",
+    "The camera now pans left, returning toward the original area of the alpine village.",
+    "The same chalet comes back into clear view, its wooden exterior and triangular roof standing out once again in the mountain setting, as the camera continues to pan left."
+  ],
+  "object_card": {
+    "object_name": "chalet",
+    "core_attributes": [
+      "wooden exterior",
+      "multiple windows",
+      "triangular roof"
+    ],
+    "scene_context": [
+      "alpine village",
+      "mountain backdrop",
+      "residential area"
+    ],
+    "must_keep": [
+      "focus on the building structure",
+      "include surrounding environment details"
+    ],
+    "must_avoid": [
+      "mentioning the mask",
+      "describing artificial colors"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_007_7b421919/sample.json b/MBench-V-new/samples/object/vobj_sample_007_7b421919/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..f714e1f1959fa278de5ef9247b83d61e0561781e
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_007_7b421919/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_007_7b421919",
+  "subset": "object",
+  "caption_segments": [
+    "A dimly lit interior room features a richly decorated bookshelf displaying personal mementos, books, and a framed artwork with a wooden frame, monochrome drawing, and abstract figure.",
+    "The camera begins to pan left, and the framed artwork remains visible on the bookshelf as part of the interior decor.",
+    "Continuing the leftward pan, the subject is now fully out of frame and no longer visible, as the camera continues to pan left.",
+    "The camera starts to pan right, returning toward the original area of the bookshelf display.",
+    "As the camera continues panning right, the same framed artwork becomes clearly visible again on the bookshelf."
+  ],
+  "object_card": {
+    "object_name": "framed artwork",
+    "core_attributes": [
+      "wooden frame",
+      "monochrome drawing",
+      "abstract figure"
+    ],
+    "scene_context": [
+      "bookshelf display",
+      "personal mementos",
+      "interior decor"
+    ],
+    "must_keep": [
+      "frame's position relative to other objects",
+      "artwork's orientation"
+    ],
+    "must_avoid": [
+      "misidentifying the mask color as object property",
+      "describing the overlay as part of the object"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_008_93bb110c/sample.json b/MBench-V-new/samples/object/vobj_sample_008_93bb110c/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..cbfcac37b8825906445d532ed34fa33f9e05cbd6
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_008_93bb110c/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_008_93bb110c",
+  "subset": "object",
+  "caption_segments": [
+    "A clear full view of the timber-framed building with its half-timbered facade, gray roof, and wooden shutters stands prominently in the European village square, surrounded by cobblestone streets and pedestrians.",
+    "The camera begins to tilt down, gradually moving away from the timber-framed building while still capturing its lower portion and the surrounding cobblestone street.",
+    "The camera continues tilting down, fully removing the building from view as it focuses on the ground level of the square, where pedestrians walk along the stones. It is fully out of frame.",
+    "The camera starts to tilt up, returning toward the original area of the village square, bringing back the architectural context of the scene.",
+    "As the camera completes its upward tilt, the timber-framed building is clearly visible again, showcasing its half-timbered facade and gray roof within the peaceful village setting, as the camera continues to tilt up."
+  ],
+  "object_card": {
+    "object_name": "timber-framed building",
+    "core_attributes": [
+      "half-timbered facade",
+      "gray roof",
+      "wooden shutters"
+    ],
+    "scene_context": [
+      "European village square",
+      "cobblestone street",
+      "pedestrians walking nearby"
+    ],
+    "must_keep": [
+      "maintain focus on the building's architectural details",
+      "include surrounding context of the square"
+    ],
+    "must_avoid": [
+      "including modern elements not part of the original structure",
+      "distorting the building’s proportions"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_009_e7acdee3/sample.json b/MBench-V-new/samples/object/vobj_sample_009_e7acdee3/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..6aa8ee9e985014ead5a0a466bf0435d56038dd48
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_009_e7acdee3/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_009_e7acdee3",
+  "subset": "object",
+  "caption_segments": [
+    "A woman carefully arranges blue flowers in a decorative vase, their delicate light blue petals and tall stems clearly visible against the colorful interior with paint swatches.",
+    "The camera begins to pan right, showing the blue flowers still in view as the woman continues arranging them in the vibrant room.",
+    "Continuing the pan right, the flowers are now fully out of frame, leaving only the colorful interior and paint swatches visible.",
+    "The camera starts to pan left, returning toward the original area where the floral arrangement was positioned.",
+    "As the camera completes its leftward movement, the blue flowers are once again clearly visible in the decorative vase, maintaining their delicate details, as the camera continues to pan left. The same object is visible again."
+  ],
+  "object_card": {
+    "object_name": "blue flowers",
+    "core_attributes": [
+      "delicate",
+      "light blue petals",
+      "tall stems"
+    ],
+    "scene_context": [
+      "woman arranging flowers",
+      "decorative vase",
+      "colorful interior with paint swatches"
+    ],
+    "must_keep": [
+      "focus on the flowers",
+      "maintain clarity of floral details"
+    ],
+    "must_avoid": [
+      "obscuring the flowers with other elements",
+      "shifting focus away from the arrangement"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_011_0cf11c81/sample.json b/MBench-V-new/samples/object/vobj_sample_011_0cf11c81/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..844d2440397bb0551a526a047d1259a8c91ecb3b
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_011_0cf11c81/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_011_0cf11c81",
+  "subset": "object",
+  "caption_segments": [
+    "A dark brown wooden door with horizontal planks and metal hinges stands prominently in a stone-paved courtyard, framed by ornate stone pillars and the historic building facade.",
+    "The camera begins to tilt down, gradually revealing more of the courtyard's stone pavement while the wooden door remains visible at the top of the frame.",
+    "As the camera continues tilting down, the subject is no longer visible, leaving only the stone-paved ground and lower sections of the pillars in view.",
+    "The camera starts tilting up, moving back toward the original area, bringing the surrounding architecture into focus once again.",
+    "The camera completes its upward tilt, clearly showing the same dark brown wooden door with horizontal planks and metal hinges, now fully visible against the historic building facade, as the camera continues to tilt up."
+  ],
+  "object_card": {
+    "object_name": "wooden door",
+    "core_attributes": [
+      "dark brown",
+      "horizontal planks",
+      "metal hinges"
+    ],
+    "scene_context": [
+      "stone-paved courtyard",
+      "ornate stone pillars",
+      "historic building facade"
+    ],
+    "must_keep": [
+      "focus on the door's material and structure",
+      "maintain context of surrounding architecture"
+    ],
+    "must_avoid": [
+      "mentioning the green mask",
+      "describing colors not present in Image 1"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_018_4f1be0fa/sample.json b/MBench-V-new/samples/object/vobj_sample_018_4f1be0fa/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..d0f5c5eff4768b3f25f94f85a32cd61e45a12e26
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_018_4f1be0fa/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_018_4f1be0fa",
+  "subset": "object",
+  "caption_segments": [
+    "A multi-story modern commercial building stands prominently in the urban cityscape, surrounded by traffic-filled streets under overcast skies.",
+    "The camera begins to pan left, gradually moving away from the building while still keeping it visible in the frame.",
+    "As the camera continues panning left, the subject is now fully out of frame and no longer visible.",
+    "The camera starts to pan right, returning toward the original area of the cityscape.",
+    "The same multi-story modern commercial building comes back into clear view as the camera completes its return pan, as the camera continues to pan right."
+  ],
+  "object_card": {
+    "object_name": "building",
+    "core_attributes": [
+      "multi-story",
+      "modern",
+      "commercial"
+    ],
+    "scene_context": [
+      "urban cityscape",
+      "traffic-filled street",
+      "overcast weather"
+    ],
+    "must_keep": [
+      "focus on the building",
+      "maintain spatial context"
+    ],
+    "must_avoid": [
+      "mentioning the mask",
+      "describing non-existent colors"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_020_76518d85/sample.json b/MBench-V-new/samples/object/vobj_sample_020_76518d85/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..10ace4697fd5ee6d82e914038fbe578485687bc1
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_020_76518d85/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_020_76518d85",
+  "subset": "object",
+  "caption_segments": [
+    "A multi-story house with a brown and white exterior and wooden balconies stands prominently in a rural village setting, surrounded by green fields and near a paved road.",
+    "The camera begins to pan left, showing the house still visible as it moves away from the original position.",
+    "As the camera continues panning left, the structure is now fully out of frame, no longer visible in the shot.",
+    "The camera starts to pan right, returning toward the original area where the house was first seen.",
+    "The same house reappears clearly in view, its architectural details once again visible against the backdrop of green fields and the rural landscape, as the camera continues to pan right."
+  ],
+  "object_card": {
+    "object_name": "house",
+    "core_attributes": [
+      "multi-story",
+      "brown and white exterior",
+      "wooden balconies"
+    ],
+    "scene_context": [
+      "rural village setting",
+      "surrounded by green fields",
+      "near a paved road"
+    ],
+    "must_keep": [
+      "focus on the house structure",
+      "maintain visibility of architectural details"
+    ],
+    "must_avoid": [
+      "mentioning the mask color",
+      "describing the overlay"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_024_3575967d/sample.json b/MBench-V-new/samples/object/vobj_sample_024_3575967d/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..a6795fc63726d562f36907ccda149eb933afcce8
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_024_3575967d/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_024_3575967d",
+  "subset": "object",
+  "caption_segments": [
+    "A luxurious interior reveals a zebra-print rug with a black and white striped pattern, positioned beneath a yellow chaise lounge on top of a floral carpet.",
+    "The camera begins to pan right, keeping the zebra-print rug visible as it moves toward the edge of the frame.",
+    "The camera continues panning right, and the subject is now fully out of frame, no longer visible in the shot.",
+    "The camera starts to pan left, returning toward the original area of the room.",
+    "As the camera completes its leftward movement, the zebra-print rug comes back into clear view, maintaining its distinct shape and textured surface, as the camera continues to pan left."
+  ],
+  "object_card": {
+    "object_name": "zebra-print rug",
+    "core_attributes": [
+      "black and white striped pattern",
+      "animal skin shape",
+      "textured surface"
+    ],
+    "scene_context": [
+      "luxurious interior",
+      "under yellow chaise lounge",
+      "on top of floral carpet"
+    ],
+    "must_keep": [
+      "focus on the zebra-print rug",
+      "maintain visibility of its shape and pattern"
+    ],
+    "must_avoid": [
+      "describing the green overlay",
+      "mentioning artificial colors not present in Image 1"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_028_5d0f25bb/sample.json b/MBench-V-new/samples/object/vobj_sample_028_5d0f25bb/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..29a68347894769a9067c8d06dec6639a48c45394
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_028_5d0f25bb/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_028_5d0f25bb",
+  "subset": "object",
+  "caption_segments": [
+    "A cyclist wearing a black helmet rides along a desert trail, the protective headgear clearly visible as they navigate the rugged terrain.",
+    "The camera begins to pan left, following the rider's movement, with the helmet still in view as they continue mountain biking through the outdoor adventure setting.",
+    "As the pan continues left, the object is now fully out of frame and no longer visible, as the camera continues to pan left.",
+    "The camera starts to pan right, returning toward the original area where the cyclist was initially seen.",
+    "The pan completes its return motion, bringing the cyclist back into view with the black helmet clearly visible again, emphasizing the rider's safety equipment, as the camera continues to pan right."
+  ],
+  "object_card": {
+    "object_name": "helmet",
+    "core_attributes": [
+      "black",
+      "protective",
+      "worn by cyclist"
+    ],
+    "scene_context": [
+      "desert trail",
+      "mountain biking",
+      "outdoor adventure"
+    ],
+    "must_keep": [
+      "focus on headgear",
+      "maintain visibility of rider's safety equipment"
+    ],
+    "must_avoid": [
+      "mentioning sky or landscape",
+      "referring to mask color"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_035_2573c798/sample.json b/MBench-V-new/samples/object/vobj_sample_035_2573c798/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..d53405d17d9842e648fe9c5ffe4798de8552f48a
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_035_2573c798/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_035_2573c798",
+  "subset": "object",
+  "caption_segments": [
+    "The road surface is clearly visible as a smooth, gray asphalt pavement in the center of a quiet residential street, with a driveway access leading to a nearby home.",
+    "As the camera begins to pan left, the road surface remains in view, stretching along the vehicle travel path past a white van parked on the side.",
+    "Continuing the leftward pan, the subject is now fully out of frame, leaving only the surrounding houses and sky in view, as the camera continues to pan left.",
+    "The camera starts panning right, moving back toward the original area, gradually revealing the edge of the residential street and nearby structures.",
+    "The road surface is once again clearly visible, restored in full view as the camera completes its return, showing the same paved gray asphalt under the bright blue sky, as the camera continues to pan right. The same object is visible again."
+  ],
+  "object_card": {
+    "object_name": "road surface",
+    "core_attributes": [
+      "asphalt",
+      "gray",
+      "paved"
+    ],
+    "scene_context": [
+      "residential street",
+      "driveway access",
+      "vehicle travel path"
+    ],
+    "must_keep": [
+      "maintain focus on road surface",
+      "include surrounding context for spatial understanding"
+    ],
+    "must_avoid": [
+      "describing the red overlay",
+      "mentioning artificial coloration"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_040_875ac661/sample.json b/MBench-V-new/samples/object/vobj_sample_040_875ac661/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..a57e1c3e569599f241b0adae29ac3e99c5d0f6e7
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_040_875ac661/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_040_875ac661",
+  "subset": "object",
+  "caption_segments": [
+    "A sleek, modern dining area features a long table beneath a clearly visible geometric pendant light with a black metal frame and geometric design, suspended from the ceiling.",
+    "The camera begins to pan right, gradually moving away from the geometric pendant light, which remains partially visible above the dining table.",
+    "Continuing the pan right, the light fixture is now fully out of frame, no longer visible in the scene.",
+    "The camera starts to pan left, returning toward the original area of the dining space.",
+    "As the camera continues panning left, the geometric pendant light comes back into clear view, suspended above the dining table with its modern style and structure fully visible."
+  ],
+  "object_card": {
+    "object_name": "geometric pendant light",
+    "core_attributes": [
+      "black metal frame",
+      "geometric design",
+      "modern style"
+    ],
+    "scene_context": [
+      "dining area",
+      "above dining table",
+      "suspended from ceiling"
+    ],
+    "must_keep": [
+      "focus on the light fixture",
+      "maintain visibility of the structure"
+    ],
+    "must_avoid": [
+      "obscuring the light's design",
+      "including unrelated objects in focus"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_046_cc35b573/sample.json b/MBench-V-new/samples/object/vobj_sample_046_cc35b573/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..dc07ff5b478b23264502e8afb282b21826a18759
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_046_cc35b573/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_046_cc35b573",
+  "subset": "object",
+  "caption_segments": [
+    "A large, leafy tree with green foliage stands prominently on the tropical roadside near a parking area, surrounded by palm trees and bathed in sunlight.",
+    "The camera begins to pan right, gradually moving away from the tree while still capturing its full form against the backdrop of the roadside environment.",
+    "As the camera continues panning right, the subject is now fully out of frame, leaving only the surrounding tropical scenery visible.",
+    "The camera starts panning left, returning toward the original area along the roadside lined with palm trees and parked cars.",
+    "The same large, leafy tree with green foliage comes back into clear view as the camera completes its leftward pan, reestablishing the scene, as the camera continues to pan left."
+  ],
+  "object_card": {
+    "object_name": "tree",
+    "core_attributes": [
+      "large",
+      "leafy",
+      "green foliage"
+    ],
+    "scene_context": [
+      "tropical roadside",
+      "near parking area",
+      "adjacent to palm trees"
+    ],
+    "must_keep": [
+      "focus on the tree",
+      "include surrounding environment for context"
+    ],
+    "must_avoid": [
+      "mentioning the mask",
+      "describing artificial overlays"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_050_9944ca5f/sample.json b/MBench-V-new/samples/object/vobj_sample_050_9944ca5f/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..d31df61bf813272fecb5d7070d5806a4ea547060
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_050_9944ca5f/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_050_9944ca5f",
+  "subset": "object",
+  "caption_segments": [
+    "A luxury yacht with a white hull, multiple decks, and satellite domes is clearly visible in the marina harbor, surrounded by other boats and near waterfront buildings.",
+    "The camera begins to tilt down, gradually moving away from the luxury yacht, which remains visible but starts to descend from view.",
+    "The camera continues tilting down, and the object is now fully out of frame, no longer visible in the shot.",
+    "The camera begins to tilt up, returning toward the original area of the marina harbor.",
+    "As the camera completes its upward tilt, the luxury yacht reappears clearly in the frame, showcasing its white hull, multiple decks, and satellite domes, as the camera continues to tilt up."
+  ],
+  "object_card": {
+    "object_name": "luxury yacht",
+    "core_attributes": [
+      "white hull",
+      "multiple decks",
+      "satellite domes"
+    ],
+    "scene_context": [
+      "marina harbor",
+      "surrounded by other boats",
+      "near waterfront buildings"
+    ],
+    "must_keep": [
+      "focus on the yacht's structure",
+      "maintain visibility of deck features"
+    ],
+    "must_avoid": [
+      "including unrelated vessels",
+      "focusing on background elements"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_053_870be085/sample.json b/MBench-V-new/samples/object/vobj_sample_053_870be085/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..488b492412fe80f69dc007e96972da3dd8ed197a
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_053_870be085/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_053_870be085",
+  "subset": "object",
+  "caption_segments": [
+    "A clear full view of the wooden chalet building, a multi-story structure with a brown wooden exterior and balconies adorned with flower boxes, stands prominently in a European alpine village near a road intersection, adjacent to a hotel.",
+    "The camera begins to tilt up, gradually moving away from the wooden chalet building, which remains visible as it recedes into the upper frame against the backdrop of the mountainous landscape.",
+    "As the camera continues tilting upward, the subject is now fully out of frame, leaving only the sky and distant peaks in view, as the camera continues to tilt up.",
+    "The camera starts to tilt down, returning toward the original area of the village street, capturing parked cars and signage along the roadside.",
+    "The camera completes its downward tilt, bringing the wooden chalet building back into clear view, once again showcasing its architectural details and surrounding context, as the camera continues to tilt down. The same object is visible again."
+  ],
+  "object_card": {
+    "object_name": "wooden chalet building",
+    "core_attributes": [
+      "multi-story",
+      "brown wooden exterior",
+      "balconies with flower boxes"
+    ],
+    "scene_context": [
+      "European alpine village",
+      "adjacent to a hotel",
+      "near a road intersection"
+    ],
+    "must_keep": [
+      "maintain focus on the building's architectural details",
+      "include surrounding context like parked cars and signage"
+    ],
+    "must_avoid": [
+      "mentioning the green overlay",
+      "describing the mask as part of the object"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_057_a6023ca8/sample.json b/MBench-V-new/samples/object/vobj_sample_057_a6023ca8/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..7eb624a50a3c51511c3ce0807f640d00c3c3522e
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_057_a6023ca8/sample.json
@@ -0,0 +1,41 @@
+{
+  "sample_id": "vobj_sample_057_a6023ca8",
+  "subset": "object",
+  "caption_segments": [
+    "A medium-sized red-leafed tree with purple-red foliage stands clearly between two trash bins and benches near a stone pier in a lakeside village.",
+    "The camera pans right, moving away from the red-leafed tree, which remains visible but gradually shifts toward the edge of the frame.",
+    "Continuing the pan right, the tree is now fully out of frame and no longer visible.",
+    "The camera begins to pan left, returning toward the original area where the tree was initially seen.",
+    "As the camera continues panning left, the same red-leafed tree comes back into clear view between the trash bins and benches."
+  ],
+  "object_card": {
+    "object_name": "red-leafed tree",
+    "core_attributes": [
+      "deciduous",
+      "purple-red foliage",
+      "medium-sized"
+    ],
+    "scene_context": [
+      "lakeside village",
+      "near stone pier",
+      "between trash bins and benches"
+    ],
+    "must_keep": [
+      "specific tree instance",
+      "distinctive leaf color"
+    ],
+    "must_avoid": [
+      "sky",
+      "water",
+      "road",
+      "mountains"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_059_035d1e10/sample.json b/MBench-V-new/samples/object/vobj_sample_059_035d1e10/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..29f13ab92051c713a6f4489f4c5bb2e67fd9df36
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_059_035d1e10/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_059_035d1e10",
+  "subset": "object",
+  "caption_segments": [
+    "A rectangular plaque with a dark surface and inscribed text is clearly visible, mounted on the wall near the altar area inside the church.",
+    "The camera begins to pan left, moving away from the plaque, which remains partially visible in the frame.",
+    "The camera continues panning left, and the object is now fully out of frame, no longer visible.",
+    "The camera starts to pan right, returning toward the original area where the plaque was located.",
+    "The camera completes its rightward pan, bringing the same plaque back into clear view, with its inscribed text fully visible, as the camera continues to pan right. The same object is visible again."
+  ],
+  "object_card": {
+    "object_name": "plaque",
+    "core_attributes": [
+      "rectangular",
+      "dark surface",
+      "inscribed text"
+    ],
+    "scene_context": [
+      "church interior",
+      "wall-mounted",
+      "near altar area"
+    ],
+    "must_keep": [
+      "focus on the plaque",
+      "maintain visibility of inscriptions"
+    ],
+    "must_avoid": [
+      "obscuring the text",
+      "shifting focus to adjacent elements"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_062_5b0f85a1/sample.json b/MBench-V-new/samples/object/vobj_sample_062_5b0f85a1/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..ad9c2fbba307b2f54085c9495cc470b4fde04327
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_062_5b0f85a1/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_062_5b0f85a1",
+  "subset": "object",
+  "caption_segments": [
+    "A white house with a dark roof and multiple windows stands clearly in the mountain village, surrounded by natural tones and nestled near a road intersection.",
+    "The camera begins to tilt down, moving away from the house, which remains visible in the lower part of the frame as the surrounding residential area comes into view.",
+    "the subject is now fully out of frame as the camera continues its downward tilt, revealing more of the ground and nearby terrain without showing the structure, as the camera continues to tilt down.",
+    "The camera starts to tilt up, returning toward the original area, gradually bringing back the mountain village landscape and approaching the initial viewpoint.",
+    "The same white house with a dark roof and multiple windows is clearly visible again as the camera completes its upward tilt, re-establishing the scene in the residential area near the road intersection, as the camera continues to tilt up."
+  ],
+  "object_card": {
+    "object_name": "house",
+    "core_attributes": [
+      "white exterior",
+      "dark roof",
+      "multiple windows"
+    ],
+    "scene_context": [
+      "mountain village",
+      "residential area",
+      "near road intersection"
+    ],
+    "must_keep": [
+      "maintain focus on the house",
+      "include surrounding environment for context"
+    ],
+    "must_avoid": [
+      "mentioning the mask color",
+      "describing non-existent features"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_067_7fbe262b/sample.json b/MBench-V-new/samples/object/vobj_sample_067_7fbe262b/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..8210b5102e67b7ed3ef12cbf8392f9201b76b260
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_067_7fbe262b/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_067_7fbe262b",
+  "subset": "object",
+  "caption_segments": [
+    "The building facade stands prominently in the urban night setting, showcasing its modern architectural design with glass and steel construction and an illuminated Christmas tree decoration.",
+    "The camera begins to tilt down, gradually moving away from the building facade, which remains visible but starts to recede from view.",
+    "As the camera continues tilting down, the subject is now fully out of frame, leaving only the lower portion of the street and surrounding darkness visible.",
+    "The camera starts to tilt up, returning toward the original area where the building facade was first seen.",
+    "The camera completes its upward tilt, bringing the building facade clearly back into view, highlighting its festive holiday display and sleek exterior features, as the camera continues to tilt up."
+  ],
+  "object_card": {
+    "object_name": "building facade",
+    "core_attributes": [
+      "modern architectural design",
+      "illuminated Christmas tree decoration",
+      "glass and steel construction"
+    ],
+    "scene_context": [
+      "urban night setting",
+      "festive holiday display",
+      "commercial building with retail spaces"
+    ],
+    "must_keep": [
+      "focus on the building's exterior features",
+      "include the decorative lighting elements"
+    ],
+    "must_avoid": [
+      "describing the mask overlay",
+      "mentioning artificial colors not present in the original image"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_068_3f64c617/sample.json b/MBench-V-new/samples/object/vobj_sample_068_3f64c617/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..cf15c251aafa424c1b7b9ecd54ebceb67963c07d
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_068_3f64c617/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_068_3f64c617",
+  "subset": "object",
+  "caption_segments": [
+    "A modern building entrance features a door with a metallic frame, frosted glass panel, and silver handle, positioned adjacent to a glass wall as part of a secure access point.",
+    "The camera begins to pan right, moving away from the door while it remains visible in the frame, still showing its metallic frame and frosted glass panel.",
+    "Continuing the pan right, the subject is now fully out of frame and no longer visible, with only the surrounding structural elements in view.",
+    "The camera starts to pan left, returning toward the original area where the door was initially shown.",
+    "As the camera continues panning left, the same door comes back into clear view, displaying its metallic frame, frosted glass panel, and silver handle."
+  ],
+  "object_card": {
+    "object_name": "door",
+    "core_attributes": [
+      "metallic frame",
+      "frosted glass panel",
+      "silver handle"
+    ],
+    "scene_context": [
+      "modern building entrance",
+      "adjacent to glass wall",
+      "part of secure access point"
+    ],
+    "must_keep": [
+      "maintain focus on door",
+      "include surrounding structural elements"
+    ],
+    "must_avoid": [
+      "mentioning color overlays",
+      "describing mask or highlighting"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_069_662f40ca/sample.json b/MBench-V-new/samples/object/vobj_sample_069_662f40ca/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..7b78d9cbe1ca9f4da5c381f705e5aa3a67d24731
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_069_662f40ca/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_069_662f40ca",
+  "subset": "object",
+  "caption_segments": [
+    "A rocky mountain peak rises majestically in the distance, forest-covered and framed by a clear blue sky, with the entire peak visible in the frame.",
+    "The camera begins to tilt down, gradually moving away from the mountain peak, which remains visible but starts to recede from view.",
+    "The camera continues tilting downward, and the subject is now fully out of frame, leaving only the forested foreground in sight, as the camera continues to tilt down.",
+    "The camera starts to tilt upward, returning toward the original area where the mountain peak was initially seen, as the camera continues to tilt up.",
+    "As the camera completes its upward tilt, the same mountain peak reappears clearly in full view, still surrounded by trees and under the blue sky, as the camera continues to tilt up."
+  ],
+  "object_card": {
+    "object_name": "mountain peak",
+    "core_attributes": [
+      "rocky",
+      "forest-covered",
+      "distant"
+    ],
+    "scene_context": [
+      "surrounded by trees",
+      "under blue sky",
+      "part of mountain range"
+    ],
+    "must_keep": [
+      "include the entire peak in frame",
+      "maintain focus on natural landscape"
+    ],
+    "must_avoid": [
+      "obscuring with foreground objects",
+      "cropping the top of the peak"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_072_24f8955b/sample.json b/MBench-V-new/samples/object/vobj_sample_072_24f8955b/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..853f8a500fcd8e0b01eb983c7f2214501d5a252a
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_072_24f8955b/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_072_24f8955b",
+  "subset": "object",
+  "caption_segments": [
+    "A clear view of the living room shows an arched window with stained glass and a white frame, positioned above the television, letting in natural light.",
+    "The camera begins to pan left, and the window remains visible as it gradually moves toward the edge of the frame.",
+    "The camera continues panning left, and the subject is now fully out of frame, no longer visible in the scene.",
+    "The camera starts panning right, returning toward the original area of the living room.",
+    "The camera completes its return, and the same arched window with stained glass and white frame is clearly visible again above the television, as the camera continues to pan right."
+  ],
+  "object_card": {
+    "object_name": "window",
+    "core_attributes": [
+      "arched",
+      "stained glass",
+      "white frame"
+    ],
+    "scene_context": [
+      "living room",
+      "natural light source",
+      "above television"
+    ],
+    "must_keep": [
+      "include full window structure",
+      "highlight stained glass details"
+    ],
+    "must_avoid": [
+      "focus on mask color",
+      "describe the overlay"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_074_b35b899e/sample.json b/MBench-V-new/samples/object/vobj_sample_074_b35b899e/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..e7c2e8b0b1708e93d2136e0818a08401144d2ef5
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_074_b35b899e/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_074_b35b899e",
+  "subset": "object",
+  "caption_segments": [
+    "A crisp lettuce with purple and green leaves is displayed as the centerpiece arrangement on a buffet table in an upscale restaurant, surrounded by other fresh salad ingredients.",
+    "The camera begins to pan right, keeping the lettuce visible as it moves away from the center of the frame.",
+    "the subject is now fully out of frame as the camera continues panning right across the buffet table.",
+    "The camera starts to pan left, returning toward the original area where the centerpiece was located.",
+    "The same crisp lettuce with purple and green leaves reappears clearly in view, still positioned as the centerpiece among the surrounding salad ingredients, as the camera continues to pan left."
+  ],
+  "object_card": {
+    "object_name": "lettuce",
+    "core_attributes": [
+      "crisp",
+      "purple and green leaves",
+      "centerpiece arrangement"
+    ],
+    "scene_context": [
+      "buffet table",
+      "upscale restaurant setting",
+      "surrounded by other salad ingredients"
+    ],
+    "must_keep": [
+      "focus on the lettuce as central element",
+      "maintain clarity of its color and texture"
+    ],
+    "must_avoid": [
+      "describing the mask or overlay",
+      "referring to artificial colors from the mask"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_075_4d2512f7/sample.json b/MBench-V-new/samples/object/vobj_sample_075_4d2512f7/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..eec503663e86b3f028567caa98b8618437cef271
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_075_4d2512f7/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_075_4d2512f7",
+  "subset": "object",
+  "caption_segments": [
+    "A clear aerial view reveals a two-story house with gray roof nestled in a coastal residential neighborhood, surrounded by palm trees and adjacent to a swimming pool.",
+    "The camera begins to tilt up, gradually moving away from the two-story house with gray roof, which remains visible as the surrounding greenery stretches into the frame.",
+    "Continuing the upward tilt, the house is now fully out of frame, leaving only the sky and treetops in view, as the camera continues to tilt up.",
+    "The camera starts to tilt down, returning toward the original area with the coastal landscape slowly coming back into sight.",
+    "As the camera completes its downward tilt, the two-story house with gray roof reappears clearly, framed by palm trees and the nearby pool, as the camera continues to tilt down."
+  ],
+  "object_card": {
+    "object_name": "two-story house with gray roof",
+    "core_attributes": [
+      "two-story structure",
+      "gray shingled roof",
+      "white trim and columns"
+    ],
+    "scene_context": [
+      "coastal residential neighborhood",
+      "surrounded by palm trees",
+      "adjacent to a swimming pool"
+    ],
+    "must_keep": [
+      "focus on the house's architectural details",
+      "maintain visibility of the surrounding greenery"
+    ],
+    "must_avoid": [
+      "including the red overlay in description",
+      "mentioning artificial colors or masks"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_076_a2afa347/sample.json b/MBench-V-new/samples/object/vobj_sample_076_a2afa347/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..1ef2e6772a84a36f84fa59a9fedb5cda9ec814d3
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_076_a2afa347/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_076_a2afa347",
+  "subset": "object",
+  "caption_segments": [
+    "A large, leafy green tree stands prominently near the sidewalk on a quiet residential street, adjacent to houses under bright daylight.",
+    "The camera begins to tilt down, gradually moving away from the tree, which remains visible but starts to shift out of view.",
+    "the subject is now fully out of frame as the camera continues its downward tilt, focusing on the lower portion of the scene, as the camera continues to tilt down.",
+    "The camera begins to tilt upward, returning toward the original area where the tree was first seen, as the camera continues to tilt up.",
+    "As the camera completes its upward tilt, the same large, leafy green tree is clearly visible again, still positioned near the sidewalk and houses, as the camera continues to tilt up."
+  ],
+  "object_card": {
+    "object_name": "tree",
+    "core_attributes": [
+      "large",
+      "leafy",
+      "green"
+    ],
+    "scene_context": [
+      "residential street",
+      "near sidewalk",
+      "adjacent to houses"
+    ],
+    "must_keep": [
+      "focus on tree",
+      "maintain environmental context"
+    ],
+    "must_avoid": [
+      "mentioning the red mask",
+      "describing artificial overlays"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_077_fffd4177/sample.json b/MBench-V-new/samples/object/vobj_sample_077_fffd4177/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..99474f5fdefcd410e6f73637077d9ce6eac97c1e
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_077_fffd4177/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_077_fffd4177",
+  "subset": "object",
+  "caption_segments": [
+    "The rocky shoreline is clearly visible, with its irregular surface and partially submerged rocks forming a natural boundary along the coastal area, where waves gently lap against the formations.",
+    "The camera begins to tilt down, moving away from the rocky shoreline, which remains visible but gradually recedes from view as the focus shifts downward.",
+    "the subject is now fully out of frame, with the camera continuing its downward tilt, capturing only the lower edge of the scene and the water below, as the camera continues to tilt down.",
+    "The camera starts to tilt up, returning toward the original area, slowly revealing more of the coastal environment and approaching the initial viewpoint.",
+    "The rocky shoreline comes back into clear view, once again showing its natural rock formations and interaction with the water, as the camera completes its upward tilt, as the camera continues to tilt up."
+  ],
+  "object_card": {
+    "object_name": "rocky shoreline",
+    "core_attributes": [
+      "rocky",
+      "irregular surface",
+      "partially submerged"
+    ],
+    "scene_context": [
+      "coastal area",
+      "near stone wall",
+      "adjacent to swimming people"
+    ],
+    "must_keep": [
+      "focus on natural rock formations",
+      "include interaction with water"
+    ],
+    "must_avoid": [
+      "including artificial structures",
+      "describing the mask"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_086_2bfd2b96/sample.json b/MBench-V-new/samples/object/vobj_sample_086_2bfd2b96/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..1c4145a4efa95c1624decd09723309ec26a87909
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_086_2bfd2b96/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_086_2bfd2b96",
+  "subset": "object",
+  "caption_segments": [
+    "The wooden accent wall stands prominently as a living room focal point, its vertical wood paneling and dark brown finish creating a textured surface behind bench seating.",
+    "The camera begins to pan right, the wooden accent wall still visible as it recedes from view while maintaining the natural grain details.",
+    "Continuing the pan right, the wall is now fully out of frame and no longer visible, with the kitchen area coming into focus.",
+    "The camera starts to pan left, returning toward the original area of the living room.",
+    "As the pan left continues, the wooden accent wall reappears clearly in full view, its full height and texture preserved."
+  ],
+  "object_card": {
+    "object_name": "wooden accent wall",
+    "core_attributes": [
+      "vertical wood paneling",
+      "dark brown finish",
+      "textured surface"
+    ],
+    "scene_context": [
+      "living room focal point",
+      "behind bench seating",
+      "adjacent to kitchen area"
+    ],
+    "must_keep": [
+      "maintain visibility of the wall's full height",
+      "preserve the natural grain details"
+    ],
+    "must_avoid": [
+      "obscuring the wall with furniture",
+      "changing lighting that alters wood tone"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_088_033953e2/sample.json b/MBench-V-new/samples/object/vobj_sample_088_033953e2/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..8a34df4407295e11850e294800631fef1170b745
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_088_033953e2/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_088_033953e2",
+  "subset": "object",
+  "caption_segments": [
+    "A tall, modern skyscraper with a glass facade stands prominently in the urban environment, surrounded by other high-rise buildings under a clear blue sky.",
+    "The camera begins to pan right, keeping the skyscraper visible as it moves away from its original position in the frame.",
+    "As the camera continues panning right, the subject is now fully out of frame, no longer visible in the scene.",
+    "The camera starts panning left, returning toward the original area where the skyscraper was first seen.",
+    "The camera completes its leftward pan, bringing the same skyscraper clearly back into view, maintaining its architectural details and spatial relationship with nearby structures, as the camera continues to pan left."
+  ],
+  "object_card": {
+    "object_name": "skyscraper",
+    "core_attributes": [
+      "tall",
+      "modern",
+      "glass facade"
+    ],
+    "scene_context": [
+      "urban environment",
+      "surrounded by other high-rise buildings",
+      "clear blue sky"
+    ],
+    "must_keep": [
+      "focus on the building's architectural design",
+      "maintain spatial relationship with adjacent structures"
+    ],
+    "must_avoid": [
+      "mentioning the colored overlay",
+      "describing the mask as part of the object"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_089_08e2d55f/sample.json b/MBench-V-new/samples/object/vobj_sample_089_08e2d55f/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..c235994131fb14003284161353299a6f207dabaf
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_089_08e2d55f/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_089_08e2d55f",
+  "subset": "object",
+  "caption_segments": [
+    "A modern glass building stands tall in the urban environment, its reflective surface catching sunlight as it rises above surrounding trees and an adjacent outdoor cafe.",
+    "The camera begins to tilt upward, moving away from the glass building, which remains visible but gradually recedes into the upper frame, as the camera continues to tilt up.",
+    "As the camera continues tilting up, the subject is now fully out of frame, leaving only the sky and treetops in view.",
+    "The camera starts to tilt downward, returning toward the original area with the urban setting slowly reappearing below, as the camera continues to tilt down.",
+    "The glass building comes back into clear view, standing tall and reflective once again, framed by trees and the outdoor cafe beneath a sunny sky, as the camera continues to tilt down."
+  ],
+  "object_card": {
+    "object_name": "glass building",
+    "core_attributes": [
+      "modern",
+      "tall",
+      "reflective"
+    ],
+    "scene_context": [
+      "urban environment",
+      "surrounded by trees",
+      "adjacent to outdoor cafe"
+    ],
+    "must_keep": [
+      "focus on architectural structure",
+      "include surrounding context for scale"
+    ],
+    "must_avoid": [
+      "mentioning the mask",
+      "describing artificial overlays"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_091_206e9036/sample.json b/MBench-V-new/samples/object/vobj_sample_091_206e9036/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..46a4648a01c37f64ca2be007629a07edc6879857
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_091_206e9036/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_091_206e9036",
+  "subset": "object",
+  "caption_segments": [
+    "A white SUV is parked in front of a wooden house on a quiet Alpine village street, with snow-capped mountains rising behind the scene.",
+    "The camera begins to pan right, moving away from the white SUV, which remains visible along the edge of the frame.",
+    "Continuing the pan right, the vehicle is now fully out of frame, leaving only the wooden houses and mountain backdrop in view.",
+    "The camera starts to pan left, returning toward the original area of the village street.",
+    "As the camera completes the pan left, the same white SUV comes back into clear view, still parked in front of the wooden house."
+  ],
+  "object_card": {
+    "object_name": "white SUV",
+    "core_attributes": [
+      "white",
+      "SUV",
+      "parked"
+    ],
+    "scene_context": [
+      "Alpine village street",
+      "wooden houses",
+      "mountain backdrop"
+    ],
+    "must_keep": [
+      "position relative to house",
+      "vehicle type and color"
+    ],
+    "must_avoid": [
+      "mention of mask or overlay",
+      "describing non-existent colors"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_095_69832ab7/sample.json b/MBench-V-new/samples/object/vobj_sample_095_69832ab7/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..b0f1e41be9914d50e3ca11f5294632a92d2bb514
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_095_69832ab7/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_095_69832ab7",
+  "subset": "object",
+  "caption_segments": [
+    "A dark gray, jagged rock formation stands prominently at the edge of a cliff, its rugged surface contrasting with the surrounding green vegetation and mountainous terrain.",
+    "The camera begins to tilt up, gradually moving away from the rock formation, which remains visible against the backdrop of the hikers and distant peaks.",
+    "As the camera continues tilting upward, the subject is now fully out of frame, leaving only the expansive sky and upper slopes in view, as the camera continues to tilt up.",
+    "The camera starts to tilt downward, returning toward the original area where the rocky cliffside was first seen, as the camera continues to tilt down.",
+    "The same dark gray, jagged rock formation comes back into clear view, firmly positioned at the cliff edge amidst natural vegetation and near the hikers, as the camera continues to tilt down."
+  ],
+  "object_card": {
+    "object_name": "rock formation",
+    "core_attributes": [
+      "dark gray",
+      "jagged",
+      "rugged"
+    ],
+    "scene_context": [
+      "mountainous terrain",
+      "near hikers",
+      "part of cliff edge"
+    ],
+    "must_keep": [
+      "focus on natural rock structure",
+      "include surrounding vegetation"
+    ],
+    "must_avoid": [
+      "mentioning the mask",
+      "describing artificial colors"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_096_9fbc588b/sample.json b/MBench-V-new/samples/object/vobj_sample_096_9fbc588b/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..7d9788137c1f9375931771dbc7f71658fba6c8f4
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_096_9fbc588b/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_096_9fbc588b",
+  "subset": "object",
+  "caption_segments": [
+    "A clear full view of the stone building entrance, showcasing its arched wooden door, weathered stone facade, and stone steps in a sunlit courtyard surrounded by adjacent stone buildings.",
+    "The camera begins to pan right, moving away from the stone building entrance, which remains visible but gradually shifts toward the left edge of the frame.",
+    "Continuing the pan right, the subject is now fully out of frame, with only the surrounding European village alleyway and adjacent structures visible.",
+    "The camera starts to pan left, returning toward the original area where the stone building entrance was initially positioned.",
+    "As the camera continues panning left, the stone building entrance reappears clearly in view, with the arched wooden door and stone steps fully visible once again."
+  ],
+  "object_card": {
+    "object_name": "stone building entrance",
+    "core_attributes": [
+      "arched wooden door",
+      "weathered stone facade",
+      "stone steps"
+    ],
+    "scene_context": [
+      "European village alleyway",
+      "sunlit courtyard",
+      "adjacent stone buildings"
+    ],
+    "must_keep": [
+      "focus on the entrance structure",
+      "maintain visibility of the arched door and steps"
+    ],
+    "must_avoid": [
+      "including unrelated background elements",
+      "obscuring the doorway with foreground objects"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_098_31dcbb75/sample.json b/MBench-V-new/samples/object/vobj_sample_098_31dcbb75/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..fd81deaa60482d61d307e9ec99bc2d62ad0f9715
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_098_31dcbb75/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_098_31dcbb75",
+  "subset": "object",
+  "caption_segments": [
+    "A clear full view of the white house with red balcony, a three-story structure with a white exterior and red balcony, stands prominently in the mountain village, surrounded by greenery and a winding road under an overcast sky.",
+    "The camera begins to pan left, revealing more of the surrounding landscape while the white house with red balcony remains visible in the frame, still framed by trees and the distant snow-capped peak.",
+    "Continuing the pan left, the subject is now fully out of frame, leaving only the green fields and the mountain village in view as the scene shifts away from the original position.",
+    "The camera starts to pan right, gradually returning toward the initial area, bringing back elements of the mountain village and the surrounding greenery into focus.",
+    "As the pan right continues, the white house with red balcony comes clearly back into view, its three-story form, white exterior, and red balcony once again visible against the backdrop of the overcast sky and snow-capped peak."
+  ],
+  "object_card": {
+    "object_name": "white house with red balcony",
+    "core_attributes": [
+      "three-story",
+      "white exterior",
+      "red balcony"
+    ],
+    "scene_context": [
+      "mountain village",
+      "snow-capped peak in background",
+      "overcast sky"
+    ],
+    "must_keep": [
+      "focus on the house's architectural features",
+      "include surrounding greenery and road"
+    ],
+    "must_avoid": [
+      "mentioning the mask color",
+      "describing the overlay as part of the object"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_100_3ec4c7f3/sample.json b/MBench-V-new/samples/object/vobj_sample_100_3ec4c7f3/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..4b2c4bb9022209b798b1bfffa732087ff2cebaae
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_100_3ec4c7f3/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_100_3ec4c7f3",
+  "subset": "object",
+  "caption_segments": [
+    "A beige upholstered couch with a curved backrest is clearly visible on the sunlit yacht deck, positioned for outdoor seating in a luxury marine setting.",
+    "The camera begins to tilt up, gradually moving away from the couch, which remains partially visible against the bright sky and surrounding deck features.",
+    "The camera continues tilting upward, and the object is now fully out of frame, no longer visible as the view shifts toward the upper part of the yacht, as the camera continues to tilt up.",
+    "The camera starts tilting down, returning toward the original area of the yacht deck, reorienting toward the lower section where the couch was previously located.",
+    "As the camera completes its downward tilt, the same beige upholstered couch with a curved backrest is once again clearly visible, maintaining its position on the sunlit yacht deck, as the camera continues to tilt down. The same object is visible again."
+  ],
+  "object_card": {
+    "object_name": "couch",
+    "core_attributes": [
+      "beige upholstery",
+      "curved backrest",
+      "outdoor seating"
+    ],
+    "scene_context": [
+      "yacht deck",
+      "luxury marine setting",
+      "sunlit environment"
+    ],
+    "must_keep": [
+      "focus on the couch",
+      "maintain visibility of its structure and material"
+    ],
+    "must_avoid": [
+      "mentioning the mask color",
+      "describing non-existent features"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_102_95e2dd7e/sample.json b/MBench-V-new/samples/object/vobj_sample_102_95e2dd7e/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..14e92565d4881459ed90b521bdd6daa943fe9b9e
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_102_95e2dd7e/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_102_95e2dd7e",
+  "subset": "object",
+  "caption_segments": [
+    "A large tree stands tall in a grassy field under soft golden light, its broad canopy filled with autumn-colored leaves.",
+    "The camera begins to pan left, gradually moving away from the large tree while keeping it visible in the frame.",
+    "Continuing the pan left, the tree is now fully out of frame, leaving only the sloping terrain and golden light visible.",
+    "The camera starts to pan right, returning toward the original area where the tree was first seen.",
+    "As the camera completes the pan right, the large tree reappears clearly in view, still standing tall with its broad canopy and autumn-colored leaves."
+  ],
+  "object_card": {
+    "object_name": "large tree",
+    "core_attributes": [
+      "tall",
+      "broad canopy",
+      "autumn-colored leaves"
+    ],
+    "scene_context": [
+      "grassy field",
+      "sloping terrain",
+      "soft golden light"
+    ],
+    "must_keep": [
+      "focus on the tree",
+      "maintain natural lighting"
+    ],
+    "must_avoid": [
+      "obscuring the tree with foreground elements",
+      "changing camera angle drastically"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_103_74c54180/sample.json b/MBench-V-new/samples/object/vobj_sample_103_74c54180/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..093daa2e1ac6fbe29315a7ace7166fdafe8a6fd2
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_103_74c54180/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_103_74c54180",
+  "subset": "object",
+  "caption_segments": [
+    "A clear view of the stone wall, gray and weathered, constructed from irregular stones, surrounds the church building with greenery and a distant church tower in the background.",
+    "The camera begins to pan right, keeping the stone wall visible as it moves along the grassy slope beside the historic structure.",
+    "The camera continues panning right, and the subject is now fully out of frame, leaving only the surrounding greenery and church tower in view.",
+    "The camera starts to pan left, returning toward the original area where the stone wall was first seen.",
+    "As the camera completes its leftward pan, the stone wall reappears clearly, still gray and weathered, with the church tower and grassy slope nearby, as the camera continues to pan left."
+  ],
+  "object_card": {
+    "object_name": "stone wall",
+    "core_attributes": [
+      "gray",
+      "weathered",
+      "constructed from irregular stones"
+    ],
+    "scene_context": [
+      "surrounds church building",
+      "adjacent to grassy slope",
+      "part of historic structure"
+    ],
+    "must_keep": [
+      "maintain focus on stone wall",
+      "include surrounding greenery and church tower"
+    ],
+    "must_avoid": [
+      "do not include the archway",
+      "avoid focusing on wooden buildings"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_104_4262fcb5/sample.json b/MBench-V-new/samples/object/vobj_sample_104_4262fcb5/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..40ce837e6f8a4925f07ac444c245dc99dacada93
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_104_4262fcb5/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_104_4262fcb5",
+  "subset": "object",
+  "caption_segments": [
+    "The oven is clearly visible in the modern kitchen, featuring a black glass door, silver handle, and digital display beneath the stovetop.",
+    "The camera begins to tilt up, moving away from the oven while it remains partially visible in the lower frame.",
+    "As the camera continues tilting upward, the subject is now fully out of frame and no longer visible, as the camera continues to tilt up.",
+    "The camera starts tilting down, returning toward the original area of the kitchen.",
+    "The oven comes back into clear view, with its black glass door, silver handle, and digital display fully visible again, as the camera continues to tilt down."
+  ],
+  "object_card": {
+    "object_name": "oven",
+    "core_attributes": [
+      "black glass door",
+      "silver handle",
+      "digital display"
+    ],
+    "scene_context": [
+      "modern kitchen",
+      "underneath stovetop",
+      "built into cabinetry"
+    ],
+    "must_keep": [
+      "focus on appliance details",
+      "maintain visibility of control panel"
+    ],
+    "must_avoid": [
+      "obscuring the oven door",
+      "shifting focus to surrounding cabinets"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_105_b9846da1/sample.json b/MBench-V-new/samples/object/vobj_sample_105_b9846da1/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..4eb28301e05950e1314d96bfb282552dbdde2229
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_105_b9846da1/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_105_b9846da1",
+  "subset": "object",
+  "caption_segments": [
+    "A tall residential skyscraper stands prominently in the urban riverside skyline, its glass facade gleaming under evening lighting with illuminated windows reflecting in the calm water below.",
+    "The camera begins to tilt upward, capturing the full height of the tall residential skyscraper as it rises above surrounding structures, still visible against the twilight sky, as the camera continues to tilt up.",
+    "Continuing the upward tilt, the view moves beyond the building's peak, and the subject is no longer visible in the frame, as the camera continues to tilt up.",
+    "The camera starts to tilt downward, returning toward the original area along the riverside, gradually revealing the urban landscape once again, as the camera continues to tilt down.",
+    "As the camera completes its downward tilt, the tall residential skyscraper reappears clearly in view, its architectural details and illuminated windows reflected in the water, as the camera continues to tilt down."
+  ],
+  "object_card": {
+    "object_name": "tall residential skyscraper",
+    "core_attributes": [
+      "high-rise building",
+      "glass facade",
+      "illuminated windows"
+    ],
+    "scene_context": [
+      "urban riverside skyline",
+      "evening lighting",
+      "reflected in water"
+    ],
+    "must_keep": [
+      "focus on the building's architectural details",
+      "maintain visibility of its height and position relative to other structures"
+    ],
+    "must_avoid": [
+      "describing the mask color",
+      "mentioning artificial overlays"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_108_9395d30a/sample.json b/MBench-V-new/samples/object/vobj_sample_108_9395d30a/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..9c40deaebf870e4fad44fbd050ff156b28b638a7
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_108_9395d30a/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_108_9395d30a",
+  "subset": "object",
+  "caption_segments": [
+    "A high-rise residential building with a modern architectural design and curved glass facade stands prominently along the urban waterfront, its multiple stories reflecting the overcast sky.",
+    "The camera begins to pan right, gradually moving away from the high-rise residential building while still capturing its sleek structure against the backdrop of the pedestrian walkway and nearby park.",
+    "As the pan continues to the right, the subject is now fully out of frame, leaving only the marina and open water in view, as the camera continues to pan right.",
+    "The camera starts to pan left, returning toward the original area with the urban waterfront and surrounding greenery coming back into sight.",
+    "The high-rise residential building reappears clearly in the frame, its curved glass facade and modern architecture once again visible alongside the pedestrian walkway and park, as the camera continues to pan left."
+  ],
+  "object_card": {
+    "object_name": "high-rise residential building",
+    "core_attributes": [
+      "modern architecture",
+      "curved glass facade",
+      "multiple stories"
+    ],
+    "scene_context": [
+      "urban waterfront setting",
+      "adjacent to pedestrian walkway",
+      "near park and marina"
+    ],
+    "must_keep": [
+      "focus on the building's architectural details",
+      "maintain context of surrounding environment"
+    ],
+    "must_avoid": [
+      "mentioning the colored mask",
+      "describing the mask's color or shape"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_111_b01d8bdb/sample.json b/MBench-V-new/samples/object/vobj_sample_111_b01d8bdb/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..58259f63cea7739df22ea12f80d56da493fd536a
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_111_b01d8bdb/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_111_b01d8bdb",
+  "subset": "object",
+  "caption_segments": [
+    "A clear view of the stone dock structure at the harbor edge, featuring its rectangular form, weathered stone surface, and metal railings adjacent to a red railing near the water access point.",
+    "The camera begins to pan left, showing the stone dock structure still visible as it moves toward the edge of the frame, maintaining its spatial relationship with the surrounding elements.",
+    "Continuing the leftward pan, the subject is now fully out of frame, no longer visible in the scene, as the camera continues to pan left.",
+    "The camera starts panning right, returning toward the original area where the harbor edge and nearby structures come back into view.",
+    "The stone dock structure reappears clearly in the frame, once again showing its rectangular shape, weathered stone texture, and metal railings near the water access point, as the camera continues to pan right."
+  ],
+  "object_card": {
+    "object_name": "stone dock structure",
+    "core_attributes": [
+      "rectangular",
+      "weathered stone",
+      "metal railings"
+    ],
+    "scene_context": [
+      "harbor edge",
+      "adjacent to red railing",
+      "near water access point"
+    ],
+    "must_keep": [
+      "focus on structural details",
+      "maintain spatial relationship with surrounding elements"
+    ],
+    "must_avoid": [
+      "mentioning the mask color",
+      "describing non-existent colors"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_112_7c70f8f6/sample.json b/MBench-V-new/samples/object/vobj_sample_112_7c70f8f6/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..e7092240306b5d056629a200699bd75e4dcc6171
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_112_7c70f8f6/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_112_7c70f8f6",
+  "subset": "object",
+  "caption_segments": [
+    "A clear glass container holds fresh, green parsley on a refrigerator shelf, surrounded by other produce in an organized display.",
+    "The camera begins to pan right, keeping the parsley visible as it moves toward the edge of the frame.",
+    "Continuing the pan right, the subject is now fully out of frame and no longer visible.",
+    "The camera starts to pan left, returning toward the original area of the refrigerator shelf.",
+    "As the camera continues panning left, the same glass container with fresh, green parsley comes back into clear view."
+  ],
+  "object_card": {
+    "object_name": "parsley",
+    "core_attributes": [
+      "green",
+      "leafy",
+      "fresh"
+    ],
+    "scene_context": [
+      "refrigerator shelf",
+      "stored with other produce",
+      "in a glass container"
+    ],
+    "must_keep": [
+      "keep in focus during camera movement",
+      "maintain visibility until fully out of frame"
+    ],
+    "must_avoid": [
+      "obscure with other objects",
+      "move too quickly to lose tracking"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_114_89bf496c/sample.json b/MBench-V-new/samples/object/vobj_sample_114_89bf496c/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..31d8bcc4068da02f8e36731866a010131005c49a
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_114_89bf496c/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_114_89bf496c",
+  "subset": "object",
+  "caption_segments": [
+    "A tall skyscraper with a glass facade and modern architecture stands prominently in the urban cityscape, visible near a pedestrian crossing and a bus stop.",
+    "The camera begins to tilt down, moving away from the skyscraper, which remains visible but gradually lowers in the frame.",
+    "The camera continues tilting down, and the subject is now fully out of frame, no longer visible in the shot.",
+    "The camera starts to tilt up, returning toward the original area of the cityscape.",
+    "As the camera completes its upward tilt, the same skyscraper is clearly visible again, maintaining its position relative to surrounding buildings, as the camera continues to tilt up."
+  ],
+  "object_card": {
+    "object_name": "skyscraper",
+    "core_attributes": [
+      "tall",
+      "glass facade",
+      "modern architecture"
+    ],
+    "scene_context": [
+      "urban cityscape",
+      "pedestrian crossing",
+      "near bus stop"
+    ],
+    "must_keep": [
+      "focus on the building's structure",
+      "include its position relative to surrounding buildings"
+    ],
+    "must_avoid": [
+      "mentioning the green overlay",
+      "describing colors not present in Image 1"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_115_b7816bd8/sample.json b/MBench-V-new/samples/object/vobj_sample_115_b7816bd8/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..1b0abf8ee918866710f71985bfaf191649ed69de
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_115_b7816bd8/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_115_b7816bd8",
+  "subset": "object",
+  "caption_segments": [
+    "A tall, dark brown wardrobe with sliding doors stands clearly visible next to the bed in a modern bedroom, part of a minimalist design.",
+    "The camera begins to pan left, moving away from the wardrobe, which remains partially visible in the frame.",
+    "As the pan continues left, the subject is now fully out of frame and no longer visible, as the camera continues to pan left.",
+    "The camera starts to pan right, returning toward the original area of the bedroom.",
+    "The camera completes its rightward pan, bringing the same tall, dark brown wardrobe back into clear view beside the bed, as the camera continues to pan right. The same object is visible again."
+  ],
+  "object_card": {
+    "object_name": "wardrobe",
+    "core_attributes": [
+      "dark brown",
+      "tall",
+      "sliding doors"
+    ],
+    "scene_context": [
+      "modern bedroom",
+      "next to bed",
+      "part of minimalist design"
+    ],
+    "must_keep": [
+      "focus on wardrobe structure",
+      "maintain visibility of full height"
+    ],
+    "must_avoid": [
+      "mentioning color overlay",
+      "describing mask as part of object"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_125_c1006803/sample.json b/MBench-V-new/samples/object/vobj_sample_125_c1006803/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..d5ea768f96136af1a6dd4d042676aacafeea45b0
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_125_c1006803/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_125_c1006803",
+  "subset": "object",
+  "caption_segments": [
+    "A quiet rural scene reveals a stone cottage with a light-colored stone exterior, dark tiled roof, and dormer windows, surrounded by stone walls, hedges, and a garden under an overcast sky.",
+    "The camera begins to pan right, keeping the stone cottage in view as it moves away from the original position, still showing the surrounding gate and garden.",
+    "Continuing the pan right, the subject is now fully out of frame, leaving only the stone walls and hedges visible in the rural landscape.",
+    "The camera starts to pan left, returning toward the original area, gradually bringing back elements of the rural setting and approaching the location of the cottage.",
+    "As the camera completes its leftward pan, the stone cottage reappears clearly in view, with its light-colored stone exterior, dark tiled roof, and dormer windows once again visible, as the camera continues to pan left."
+  ],
+  "object_card": {
+    "object_name": "stone cottage",
+    "core_attributes": [
+      "light-colored stone exterior",
+      "dark tiled roof",
+      "dormer windows"
+    ],
+    "scene_context": [
+      "rural setting",
+      "surrounded by stone walls and hedges",
+      "overcast sky"
+    ],
+    "must_keep": [
+      "focus on the cottage structure",
+      "include surrounding features like gate and garden"
+    ],
+    "must_avoid": [
+      "mentioning the colored overlay",
+      "describing the mask as part of the object"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_131_c6c5db65/sample.json b/MBench-V-new/samples/object/vobj_sample_131_c6c5db65/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..43bb7c17ad76c0d1a1d0622c1ee774fb2bfbabf5
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_131_c6c5db65/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_131_c6c5db65",
+  "subset": "object",
+  "caption_segments": [
+    "A tall, snow-covered evergreen tree stands prominently in the winter cemetery, its coniferous branches heavy with snow and surrounded by gravestones under an overcast sky.",
+    "The camera begins to pan left, gradually moving away from the evergreen tree, which remains visible but recedes into the snowy landscape.",
+    "As the camera continues panning left, the subject is now fully out of frame, leaving only the snow-covered ground and distant grave markers in view.",
+    "The camera starts to pan right, returning toward the original area of the cemetery, passing through the quiet, snow-laden scene.",
+    "The camera completes its return pan, bringing the same tall, snow-covered evergreen tree back into clear view, standing beside the gravestones in the serene winter setting, as the camera continues to pan right. The same object is visible again."
+  ],
+  "object_card": {
+    "object_name": "evergreen tree",
+    "core_attributes": [
+      "snow-covered",
+      "coniferous",
+      "tall"
+    ],
+    "scene_context": [
+      "winter cemetery",
+      "snowy landscape",
+      "grave markers nearby"
+    ],
+    "must_keep": [
+      "focus on the tree's natural appearance",
+      "maintain spatial relationship to surrounding gravestones"
+    ],
+    "must_avoid": [
+      "referring to the mask",
+      "describing artificial colors"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_133_184e592a/sample.json b/MBench-V-new/samples/object/vobj_sample_133_184e592a/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..e533d88911aa69945d9db8f4ff09f34af4118314
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_133_184e592a/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_133_184e592a",
+  "subset": "object",
+  "caption_segments": [
+    "A tall, leafy indoor plant stands near the corner of the room, its green foliage clearly visible in front of the mirrored wall, partially obscuring the reflection.",
+    "The camera begins to tilt upward, moving away from the indoor plant, which remains visible but gradually shifts out of view as the angle rises, as the camera continues to tilt up.",
+    "The camera continues tilting up, and the object is now fully out of frame, no longer visible in the shot.",
+    "The camera starts to tilt downward, returning toward the original area where the indoor plant was initially positioned, as the camera continues to tilt down.",
+    "As the camera completes its downward tilt, the same tall, leafy indoor plant comes back into clear view, standing near the corner with its green leaves and structure fully visible again, as the camera continues to tilt down."
+  ],
+  "object_card": {
+    "object_name": "indoor plant",
+    "core_attributes": [
+      "leafy",
+      "green",
+      "tall"
+    ],
+    "scene_context": [
+      "near the corner of the room",
+      "in front of the mirrored wall",
+      "partially obscuring the reflection"
+    ],
+    "must_keep": [
+      "focus on the plant's natural form",
+      "maintain visibility of its leaves and structure"
+    ],
+    "must_avoid": [
+      "describing the mask color",
+      "referring to the overlay as part of the object"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_134_61117412/sample.json b/MBench-V-new/samples/object/vobj_sample_134_61117412/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..e51b1b726dc936eb7787897482159dffc960aa08
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_134_61117412/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_134_61117412",
+  "subset": "object",
+  "caption_segments": [
+    "A clear view of the apartment building stands tall in the urban residential area, its multi-story structure featuring a gray and white facade with balconies that have green railings, surrounded by bare trees and snow on the ground.",
+    "The camera begins to tilt upward, moving away from the apartment building, which remains visible as it ascends into the frame's upper portion against the blue sky, as the camera continues to tilt up.",
+    "The camera continues tilting up, and the subject is now fully out of frame, leaving only the sky and the tops of bare trees visible.",
+    "The camera starts to tilt downward, returning toward the original area, gradually revealing the urban landscape below, as the camera continues to tilt down.",
+    "As the camera completes its downward tilt, the apartment building comes back into full view, clearly showing its multi-story design, gray and white facade, and green-railed balconies amidst the snowy scene, as the camera continues to tilt down."
+  ],
+  "object_card": {
+    "object_name": "apartment building",
+    "core_attributes": [
+      "multi-story",
+      "gray and white facade",
+      "balconies with green railings"
+    ],
+    "scene_context": [
+      "urban residential area",
+      "bare trees in front",
+      "snow on ground"
+    ],
+    "must_keep": [
+      "focus on the building's structure",
+      "include surrounding environment context"
+    ],
+    "must_avoid": [
+      "describing the mask color",
+      "mentioning artificial overlays"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_139_14b6d128/sample.json b/MBench-V-new/samples/object/vobj_sample_139_14b6d128/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..c0277511836be9610dad75b442c0f1fa7838aec9
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_139_14b6d128/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_139_14b6d128",
+  "subset": "object",
+  "caption_segments": [
+    "A stone building facade stands prominently along the urban street, its gray stone surface and rectangular windows framed by vertical architectural lines under diffused overcast light.",
+    "The camera begins to pan right, moving away from the stone building facade, which remains visible but gradually shifts toward the edge of the frame.",
+    "Continuing the pan right, the building is now fully out of frame, leaving only the adjacent pedestrian walkway and surrounding cityscape in view.",
+    "The camera starts to pan left, returning toward the original area of the urban street, passing by the same historical cityscape elements.",
+    "As the pan left continues, the stone building facade comes back into clear view, its gray stone texture and structural details once again centered in the scene."
+  ],
+  "object_card": {
+    "object_name": "stone building facade",
+    "core_attributes": [
+      "gray stone",
+      "rectangular windows",
+      "vertical architectural lines"
+    ],
+    "scene_context": [
+      "urban street setting",
+      "adjacent to pedestrian walkway",
+      "part of historical cityscape"
+    ],
+    "must_keep": [
+      "maintain focus on the building's texture and structure",
+      "preserve spatial relationship with surrounding elements"
+    ],
+    "must_avoid": [
+      "referencing the green overlay",
+      "describing non-existent colors"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_140_c141d12b/sample.json b/MBench-V-new/samples/object/vobj_sample_140_c141d12b/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..ad7427af3fb8c72b92ec3a90036063e1fb695f6c
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_140_c141d12b/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_140_c141d12b",
+  "subset": "object",
+  "caption_segments": [
+    "A red rectangular container is clearly visible in the foreground, stacked among others on the deck of the cargo ship ULTIMA, floating on calm ocean waters.",
+    "The camera begins to pan left, and the red rectangular container remains visible as it moves toward the edge of the frame.",
+    "The camera continues panning left, and the object is now fully out of frame, no longer visible in the scene.",
+    "The camera starts to pan right, returning toward the original area where the container was initially seen.",
+    "As the camera completes its rightward pan, the same red rectangular container is clearly visible again in its original position on the ship's deck, as the camera continues to pan right."
+  ],
+  "object_card": {
+    "object_name": "container",
+    "core_attributes": [
+      "red",
+      "rectangular",
+      "stacked"
+    ],
+    "scene_context": [
+      "cargo ship",
+      "ocean",
+      "shipping container stack"
+    ],
+    "must_keep": [
+      "focus on the container",
+      "identify true color from original image"
+    ],
+    "must_avoid": [
+      "mentioning the mask",
+      "describing the mask color"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_146_adf770c5/sample.json b/MBench-V-new/samples/object/vobj_sample_146_adf770c5/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..ad18958945d10cd3db80d91728a2112617336b80
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_146_adf770c5/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_146_adf770c5",
+  "subset": "object",
+  "caption_segments": [
+    "A patch of sky appears above the hillside village, glowing softly in the golden-hour light beyond the tiled roofs and dense foliage.",
+    "The camera begins to tilt up, keeping the sky still visible above the village rooftops as more of the upper scene enters view.",
+    "The tilt continues upward until the original highlighted region is fully out of frame, leaving only higher sky and upper atmosphere visible.",
+    "The camera starts to tilt down, returning toward the original hillside village view and the upper edge of the rooftops.",
+    "As the camera tilts back down, the same patch of sky becomes clearly visible again above the stone-walled homes and surrounding foliage."
+  ],
+  "object_card": {
+    "object_name": "patch of sky",
+    "core_attributes": [
+      "soft golden-hour light",
+      "above village rooftops",
+      "partially framed by foliage"
+    ],
+    "scene_context": [
+      "peaceful hillside village",
+      "stone-walled homes",
+      "dense foliage"
+    ],
+    "must_keep": [
+      "same upper-scene region",
+      "same lighting condition"
+    ],
+    "must_avoid": [
+      "treating the mask as an object",
+      "inventing a foreground object not present in the image"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same region clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_149_e89fc179/sample.json b/MBench-V-new/samples/object/vobj_sample_149_e89fc179/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..5dd7c42f54ab257372e84064f1224c0061f25091
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_149_e89fc179/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_149_e89fc179",
+  "subset": "object",
+  "caption_segments": [
+    "A large, colorful abstract painting hangs on the right wall, serving as a dominant visual element in the modern living room, positioned next to a purple sofa.",
+    "The camera begins to pan right, moving away from the abstract painting, which remains visible but gradually shifts toward the edge of the frame.",
+    "Continuing the pan right, the subject is now fully out of frame and no longer visible, leaving only the empty wall and part of the living room in view.",
+    "The camera starts to pan left, returning toward the original area of the room, with the purple sofa coming back into view.",
+    "As the camera completes its leftward pan, the large, colorful abstract painting is clearly visible again on the right wall, still next to the purple sofa, as the camera continues to pan left."
+  ],
+  "object_card": {
+    "object_name": "abstract painting",
+    "core_attributes": [
+      "large",
+      "colorful",
+      "modern"
+    ],
+    "scene_context": [
+      "hanging on the right wall",
+      "next to a purple sofa",
+      "part of the living room decor"
+    ],
+    "must_keep": [
+      "position relative to the sofa",
+      "dominant visual element on the right wall"
+    ],
+    "must_avoid": [
+      "describing the mask color",
+      "referring to the overlay as part of the object"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_150_96756be0/sample.json b/MBench-V-new/samples/object/vobj_sample_150_96756be0/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..8e2c185a37911371ca8bc6f1b2f4f9854adacb32
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_150_96756be0/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_150_96756be0",
+  "subset": "object",
+  "caption_segments": [
+    "A tall skyscraper with a glass facade stands prominently in the urban architecture of a bustling city street, surrounded by pedestrians and cyclists.",
+    "The camera begins to pan right, gradually moving away from the skyscraper while it remains visible in the frame.",
+    "As the camera continues panning right, the building is now fully out of frame, leaving only the surrounding commercial district in view.",
+    "The camera starts to pan left, returning toward the original area of the city street.",
+    "The same skyscraper becomes clearly visible again as the camera completes its return motion, maintaining focus on its structure and urban context, as the camera continues to pan left."
+  ],
+  "object_card": {
+    "object_name": "skyscraper",
+    "core_attributes": [
+      "tall",
+      "glass facade",
+      "urban architecture"
+    ],
+    "scene_context": [
+      "city street",
+      "pedestrian area",
+      "commercial district"
+    ],
+    "must_keep": [
+      "focus on the building's structure",
+      "maintain context of surrounding environment"
+    ],
+    "must_avoid": [
+      "mentioning the mask color",
+      "describing non-visible features"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_153_eae374ab/sample.json b/MBench-V-new/samples/object/vobj_sample_153_eae374ab/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..0b0e53c1abd1a2a9756ba63d4ee6cc1274332223
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_153_eae374ab/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_153_eae374ab",
+  "subset": "object",
+  "caption_segments": [
+    "A traditional wooden building with alpine architectural style stands under a clear blue sky, featuring a window with a wooden frame, white curtains, and multi-pane glass.",
+    "The camera begins to tilt down, revealing more of the building's lower facade while the window remains visible in the upper portion of the frame.",
+    "As the camera continues tilting down, the subject is no longer visible and fully out of frame.",
+    "The camera starts to tilt up, gradually returning toward the original area of the structure.",
+    "The camera completes its upward tilt, bringing the same window back into clear view with its wooden frame, white curtains, and multi-pane glass clearly visible, as the camera continues to tilt up. The same object is visible again."
+  ],
+  "object_card": {
+    "object_name": "window",
+    "core_attributes": [
+      "wooden frame",
+      "white curtains",
+      "multi-pane glass"
+    ],
+    "scene_context": [
+      "traditional wooden building",
+      "alpine architectural style",
+      "clear blue sky background"
+    ],
+    "must_keep": [
+      "focus on the window's physical features",
+      "use both images to identify true appearance"
+    ],
+    "must_avoid": [
+      "referring to the mask color",
+      "describing the mask as part of the object"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_154_11880be2/sample.json b/MBench-V-new/samples/object/vobj_sample_154_11880be2/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..7b89d9f30f082d625a08277cd65a92ae67c0fe1e
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_154_11880be2/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_154_11880be2",
+  "subset": "object",
+  "caption_segments": [
+    "A leafy, green bush stands dense and vibrant near a wooden railing, adjacent to a paved path in a quiet garden area.",
+    "The camera begins to pan right, keeping the bush visible as it moves away from the original position.",
+    "the subject is now fully out of frame, with only the surrounding garden and paved path remaining in view, as the camera continues to pan right.",
+    "The camera starts panning left, returning toward the initial area where the bush was first seen.",
+    "The same bush reappears clearly in view, still leafy and green, positioned near the wooden railing and paved path in the garden, as the camera continues to pan left."
+  ],
+  "object_card": {
+    "object_name": "bush",
+    "core_attributes": [
+      "leafy",
+      "green",
+      "dense"
+    ],
+    "scene_context": [
+      "near wooden railing",
+      "adjacent to paved path",
+      "in garden area"
+    ],
+    "must_keep": [
+      "focus on the bush",
+      "maintain context of surrounding garden"
+    ],
+    "must_avoid": [
+      "mentioning the mask",
+      "describing artificial colors"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_157_da1a1398/sample.json b/MBench-V-new/samples/object/vobj_sample_157_da1a1398/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..1523683366142a9162a7a58f76dd0a2c9dfca6a4
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_157_da1a1398/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_157_da1a1398",
+  "subset": "object",
+  "caption_segments": [
+    "The camera shows a clear full view of the wall art, a large rectangular landscape painting hanging above the fireplace on a white wall in a modern interior setting.",
+    "The camera begins to pan right, moving away from the wall art, which remains visible but gradually shifts toward the edge of the frame.",
+    "Continuing the pan right, the subject is now fully out of frame and no longer visible as the camera focuses on the adjacent space.",
+    "The camera starts to pan left, returning toward the original area where the wall art was initially positioned.",
+    "As the camera continues panning left, the same wall art becomes clearly visible again, centered above the fireplace in the modern living room."
+  ],
+  "object_card": {
+    "object_name": "wall art",
+    "core_attributes": [
+      "large",
+      "rectangular",
+      "landscape painting"
+    ],
+    "scene_context": [
+      "above fireplace",
+      "on white wall",
+      "modern interior decor"
+    ],
+    "must_keep": [
+      "maintain focus on artwork",
+      "ensure full visibility during initial view"
+    ],
+    "must_avoid": [
+      "obscuring the painting with furniture",
+      "changing lighting that alters perception of colors"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_158_69a0ad9f/sample.json b/MBench-V-new/samples/object/vobj_sample_158_69a0ad9f/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..e53c9e3809a095b685452e0177fc5ebd1acaee29
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_158_69a0ad9f/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_158_69a0ad9f",
+  "subset": "object",
+  "caption_segments": [
+    "A tree branch with green leaves and a woody texture overhangs the forest edge near a stream, partially shading the rocky path below.",
+    "The camera pans right, moving away from the tree branch, which remains visible as it extends into the frame's edge.",
+    "Continuing the pan right, the subject is now fully out of frame, leaving only the forest edge and stream in view.",
+    "The camera begins to pan left, returning toward the original area along the forest path near the stream.",
+    "As the camera continues panning left, the same tree branch reappears clearly, its green leaves and woody texture once again visible above the path."
+  ],
+  "object_card": {
+    "object_name": "tree branch",
+    "core_attributes": [
+      "green leaves",
+      "woody texture",
+      "overhanging"
+    ],
+    "scene_context": [
+      "forest edge",
+      "near stream",
+      "partially shading path"
+    ],
+    "must_keep": [
+      "focus on natural element",
+      "include foliage details"
+    ],
+    "must_avoid": [
+      "background sky",
+      "distant mountains"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_159_8bad098f/sample.json b/MBench-V-new/samples/object/vobj_sample_159_8bad098f/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d1713a0e81714f382c7349a16e472c1317647b3
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_159_8bad098f/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_159_8bad098f",
+  "subset": "object",
+  "caption_segments": [
+    "A flowering shrub with dense foliage, red flowers, and green leaves stands prominently beside the garden pathway near a stone cottage, framed by the vibrant garden setting.",
+    "The camera begins to pan left, showing the flowering shrub still visible along the path as it gradually moves out of view.",
+    "As the camera continues panning left, the plant is now fully out of frame, leaving only the empty stretch of the garden pathway in sight.",
+    "The camera starts to pan right, returning toward the original area of the garden pathway and stone cottage surroundings.",
+    "The same flowering shrub reappears clearly in view, positioned beside the path with its dense foliage, red flowers, and green leaves intact, as the camera continues to pan right."
+  ],
+  "object_card": {
+    "object_name": "flowering shrub",
+    "core_attributes": [
+      "dense foliage",
+      "red flowers",
+      "green leaves"
+    ],
+    "scene_context": [
+      "garden pathway",
+      "stone cottage surroundings",
+      "vibrant garden setting"
+    ],
+    "must_keep": [
+      "focus on the plant's natural appearance",
+      "include its position relative to the path"
+    ],
+    "must_avoid": [
+      "mentioning the mask or overlay",
+      "describing artificial colors from the mask"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_162_0add46c6/sample.json b/MBench-V-new/samples/object/vobj_sample_162_0add46c6/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..722558d79478bd8d5c5513fa6b34a0185878c866
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_162_0add46c6/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_162_0add46c6",
+  "subset": "object",
+  "caption_segments": [
+    "A stainless steel built-in microwave with a black control panel is clearly visible in the modern kitchen interior of a vehicle, surrounded by sleek cabinetry.",
+    "The camera begins to tilt up, moving away from the microwave, which remains partially visible within the frame.",
+    "As the camera continues tilting upward, the subject is now fully out of frame and no longer visible, as the camera continues to tilt up.",
+    "The camera starts tilting down, returning toward the original area of the kitchen interior.",
+    "The stainless steel built-in microwave with a black control panel is once again clearly visible, framed by the surrounding cabinetry, as the camera continues to tilt down. The same object is visible again."
+  ],
+  "object_card": {
+    "object_name": "microwave",
+    "core_attributes": [
+      "stainless steel",
+      "built-in",
+      "black control panel"
+    ],
+    "scene_context": [
+      "kitchen interior",
+      "vehicle-based",
+      "modern appliances"
+    ],
+    "must_keep": [
+      "focus on microwave",
+      "include surrounding cabinetry"
+    ],
+    "must_avoid": [
+      "mentioning the red mask",
+      "describing non-existent colors"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_163_ad4c37db/sample.json b/MBench-V-new/samples/object/vobj_sample_163_ad4c37db/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..9c47aab4c476587d85e6c5681dd11c31b90b4297
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_163_ad4c37db/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_163_ad4c37db",
+  "subset": "object",
+  "caption_segments": [
+    "A gray stone wall with a rock-like texture stands low along the sidewalk, adjacent to a mural-covered building near the entrance.",
+    "The camera begins to tilt down, moving away from the stone wall, which remains visible but gradually recedes from view.",
+    "the subject is now fully out of frame as the camera continues tilting downward, capturing only the pavement and base of nearby structures, as the camera continues to tilt down.",
+    "The camera starts tilting upward, returning toward the original area, revealing urban elements like parked cars and trees once again, as the camera continues to tilt up.",
+    "As the camera completes its upward tilt, the same gray stone wall with a rock-like texture reappears clearly in view, still positioned along the sidewalk near the entrance, as the camera continues to tilt up."
+  ],
+  "object_card": {
+    "object_name": "stone wall",
+    "core_attributes": [
+      "gray",
+      "rock-like texture",
+      "low height"
+    ],
+    "scene_context": [
+      "along sidewalk",
+      "adjacent to building",
+      "near entrance"
+    ],
+    "must_keep": [
+      "maintain focus on wall",
+      "include surrounding urban elements"
+    ],
+    "must_avoid": [
+      "describe mask color",
+      "mention artificial overlay"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_165_9e197338/sample.json b/MBench-V-new/samples/object/vobj_sample_165_9e197338/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..337c31158201402aa0c0252bda9e7b413149be7c
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_165_9e197338/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_165_9e197338",
+  "subset": "object",
+  "caption_segments": [
+    "A tall, leafy tree with green foliage stands on the urban sidewalk, its branches swaying gently in the rainy weather amid wet pavement and city buildings.",
+    "The camera tilts up, slowly moving away from the tree, which remains visible against the backdrop of shops and traffic under a gray sky.",
+    "As the camera continues to tilt upward, the subject is now fully out of frame, leaving only the overcast sky and distant rooftops in view, as the camera continues to tilt up.",
+    "The camera begins to tilt down, returning toward the original area along the city street lined with wet pavement and illuminated storefronts.",
+    "The camera completes its downward tilt, bringing the same tall, leafy tree back into clear view, standing firmly on the sidewalk amidst the rain-soaked urban scene, as the camera continues to tilt down. The same object is visible again."
+  ],
+  "object_card": {
+    "object_name": "tree",
+    "core_attributes": [
+      "tall",
+      "leafy",
+      "green foliage"
+    ],
+    "scene_context": [
+      "urban sidewalk",
+      "rainy weather",
+      "city street with shops and traffic"
+    ],
+    "must_keep": [
+      "focus on the tree's natural appearance",
+      "maintain context of wet pavement and surrounding buildings"
+    ],
+    "must_avoid": [
+      "mentioning the red mask",
+      "describing the tree as colored or artificially altered"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_174_a3764c40/sample.json b/MBench-V-new/samples/object/vobj_sample_174_a3764c40/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..d379fdd877666b5b06bde96729dae4b644524ed8
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_174_a3764c40/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_174_a3764c40",
+  "subset": "object",
+  "caption_segments": [
+    "A small cabin with a white exterior and open doorway stands on a boat deck, its rectangular structure clearly visible under an overcast sky near the water body.",
+    "The camera begins to pan right, showing the small cabin still in view as it moves away from the original position.",
+    "As the pan continues right, the subject is now fully out of frame and no longer visible, as the camera continues to pan right.",
+    "The camera starts to pan left, returning toward the original area where the small cabin was initially seen.",
+    "Continuing the leftward pan, the small cabin reappears in full view, its white exterior and open doorway once again clearly visible on the boat deck, as the camera continues to pan left."
+  ],
+  "object_card": {
+    "object_name": "small cabin",
+    "core_attributes": [
+      "white exterior",
+      "open doorway",
+      "rectangular structure"
+    ],
+    "scene_context": [
+      "on a boat deck",
+      "near water body",
+      "under overcast sky"
+    ],
+    "must_keep": [
+      "focus on the cabin's physical form",
+      "describe based on original image appearance"
+    ],
+    "must_avoid": [
+      "mentioning the green overlay",
+      "describing colors not present in Image 1"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_175_4b644619/sample.json b/MBench-V-new/samples/object/vobj_sample_175_4b644619/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..66c6c130563d76064516f881c176d1b11b2a7c9c
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_175_4b644619/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_175_4b644619",
+  "subset": "object",
+  "caption_segments": [
+    "A white van is clearly visible, parked along the urban street lined with brick buildings and other parked vehicles.",
+    "The camera begins to pan left, and the white van remains in view as it moves toward the edge of the frame.",
+    "Continuing the pan left, the subject is now fully out of frame and no longer visible.",
+    "The camera starts to pan right, returning toward the original area of the urban street.",
+    "As the camera continues panning right, the same white van becomes clearly visible again, parked in its original position."
+  ],
+  "object_card": {
+    "object_name": "white van",
+    "core_attributes": [
+      "white",
+      "van",
+      "parked"
+    ],
+    "scene_context": [
+      "urban street",
+      "parked vehicles",
+      "brick buildings"
+    ],
+    "must_keep": [
+      "focus on the van",
+      "identify based on Image 1 appearance"
+    ],
+    "must_avoid": [
+      "mentioning the red overlay",
+      "describing color of mask"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_176_167960e5/sample.json b/MBench-V-new/samples/object/vobj_sample_176_167960e5/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..f7087de6b186203f17868ce813083a17a9fd9bcc
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_176_167960e5/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_176_167960e5",
+  "subset": "object",
+  "caption_segments": [
+    "A vibrant city sidewalk during the day, lined with glass-fronted stores and towering buildings, features a striking wall mural with graphic design elements in green and white colors, depicting New York City landmarks.",
+    "The camera begins to tilt down, moving away from the wall mural, which remains visible as pedestrians walk past the storefront window in the urban street environment.",
+    "As the camera continues tilting down, the subject is now fully out of frame, leaving only the pavement and lower parts of the buildings in view.",
+    "The camera starts tilting up, returning toward the original area, gradually revealing more of the urban street scene and the surrounding architecture.",
+    "The camera completes its upward tilt, bringing the wall mural back into clear view, showcasing its artistic style and the detailed graphic design of New York City landmarks in green and white colors, as the camera continues to tilt up. The same object is visible again."
+  ],
+  "object_card": {
+    "object_name": "wall mural",
+    "core_attributes": [
+      "graphic design",
+      "green and white colors",
+      "New York City landmarks"
+    ],
+    "scene_context": [
+      "city sidewalk",
+      "storefront window",
+      "urban street environment"
+    ],
+    "must_keep": [
+      "focus on the mural's content",
+      "include its artistic style"
+    ],
+    "must_avoid": [
+      "mentioning the green overlay",
+      "describing it as a mask or highlight"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_179_06f74930/sample.json b/MBench-V-new/samples/object/vobj_sample_179_06f74930/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..7c43681bc361aa438a2bd707ac127d14b597792a
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_179_06f74930/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_179_06f74930",
+  "subset": "object",
+  "caption_segments": [
+    "A stone wall stands prominently in the foreground, built from stacked stones with a weathered surface, set within a mountain village of traditional stone buildings.",
+    "The camera begins to tilt down, moving away from the stone wall, which remains visible at the edge of the frame as the rustic construction fades into the lower view.",
+    "the subject is now fully out of frame, with the camera continuing its downward tilt, focusing on the ground and surrounding terrain below, as the camera continues to tilt down.",
+    "The camera starts to tilt upward, returning toward the original area, gradually revealing the elevated structures of the mountain village once again, as the camera continues to tilt up.",
+    "The stone wall reappears clearly in view, its stacked stones and weathered surface intact, framed by the surrounding stone buildings and traditional architecture, as the camera continues to tilt up."
+  ],
+  "object_card": {
+    "object_name": "stone wall",
+    "core_attributes": [
+      "stacked stones",
+      "weathered surface",
+      "rustic construction"
+    ],
+    "scene_context": [
+      "mountain village",
+      "stone buildings",
+      "traditional architecture"
+    ],
+    "must_keep": [
+      "focus on stone structure",
+      "maintain context of surrounding buildings"
+    ],
+    "must_avoid": [
+      "mentioning the mask",
+      "describing non-existent colors"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_182_74b804c6/sample.json b/MBench-V-new/samples/object/vobj_sample_182_74b804c6/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..d09be7fa1dd17797b60288f83a170b34cfa7de7e
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_182_74b804c6/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_182_74b804c6",
+  "subset": "object",
+  "caption_segments": [
+    "A thick, bark-covered tree trunk stands vertically on an urban sidewalk near a street intersection, surrounded by fallen branches.",
+    "The camera begins to tilt down, gradually moving away from the tree trunk, which remains visible but receding in view.",
+    "The camera continues tilting downward, and the object is now fully out of frame, no longer visible, as the camera continues to tilt down.",
+    "The camera starts tilting upward, returning toward the original area along the same path, as the camera continues to tilt up.",
+    "As the camera completes its upward tilt, the same tree trunk reappears clearly in view, still standing vertically amid the fallen branches, as the camera continues to tilt up."
+  ],
+  "object_card": {
+    "object_name": "tree trunk",
+    "core_attributes": [
+      "bark-covered",
+      "thick",
+      "vertical"
+    ],
+    "scene_context": [
+      "urban sidewalk",
+      "near street intersection",
+      "surrounded by fallen branches"
+    ],
+    "must_keep": [
+      "focus on the tree trunk",
+      "maintain spatial context with surrounding environment"
+    ],
+    "must_avoid": [
+      "describing the mask color",
+      "mentioning artificial overlays"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_194_a04d54a4/sample.json b/MBench-V-new/samples/object/vobj_sample_194_a04d54a4/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..89d78ef4e59ced0d81f39d5ad5025f39cef8da0e
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_194_a04d54a4/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_194_a04d54a4",
+  "subset": "object",
+  "caption_segments": [
+    "A modern room with green walls and soft natural light features a blue and white patterned striped armchair positioned near a window, its high backrest and upholstered design clearly visible.",
+    "The camera begins to tilt down, gradually moving away from the striped armchair, which remains partially visible next to the floor lamp in the modern interior.",
+    "As the camera continues tilting downward, the subject is now fully out of frame, leaving only the lower portion of the room visible, as the camera continues to tilt down.",
+    "The camera starts tilting upward, returning toward the original area of the room, slowly revealing the green walls and the window once again, as the camera continues to tilt up.",
+    "The camera completes its upward tilt, bringing the blue and white patterned striped armchair back into clear view, showcasing its detailed upholstery and position near the window, as the camera continues to tilt up. The same object is visible again."
+  ],
+  "object_card": {
+    "object_name": "striped armchair",
+    "core_attributes": [
+      "blue and white patterned fabric",
+      "high backrest",
+      "upholstered design"
+    ],
+    "scene_context": [
+      "positioned near a window",
+      "next to a floor lamp",
+      "in a modern interior with green walls"
+    ],
+    "must_keep": [
+      "maintain focus on the chair's design details",
+      "ensure visibility of the pattern and color scheme"
+    ],
+    "must_avoid": [
+      "obscuring the chair with other objects",
+      "changing the lighting that affects color perception"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_195_707ab0ba/sample.json b/MBench-V-new/samples/object/vobj_sample_195_707ab0ba/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..a034bda491b43557855edaab3dd474ce7e95866b
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_195_707ab0ba/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_195_707ab0ba",
+  "subset": "object",
+  "caption_segments": [
+    "A modern yacht deck at a marina features a beige upholstered outdoor sofa with an L-shaped design and built-in seating, clearly visible in the center of the frame.",
+    "The camera begins to tilt down, moving away from the outdoor sofa, which remains partially visible as surrounding tables come into view.",
+    "The camera continues tilting downward, and the object is now fully out of frame, no longer visible in the shot, as the camera continues to tilt down.",
+    "The camera starts tilting upward, returning toward the original area of the yacht deck, as the camera continues to tilt up.",
+    "As the camera completes its upward tilt, the same outdoor sofa is clearly visible again, centered in the frame with the surrounding tables still in view, as the camera continues to tilt up."
+  ],
+  "object_card": {
+    "object_name": "outdoor sofa",
+    "core_attributes": [
+      "beige upholstery",
+      "L-shaped design",
+      "built-in seating"
+    ],
+    "scene_context": [
+      "yacht deck",
+      "marina setting",
+      "luxury boat interior"
+    ],
+    "must_keep": [
+      "maintain focus on seating area",
+      "include surrounding tables"
+    ],
+    "must_avoid": [
+      "including the control panel",
+      "focusing on the woman"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_197_11a826d7/sample.json b/MBench-V-new/samples/object/vobj_sample_197_11a826d7/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..0d072e9d0fa410f6a5c649f76806a92c79254ff4
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_197_11a826d7/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_197_11a826d7",
+  "subset": "object",
+  "caption_segments": [
+    "A cozy home interior showcases a white bookshelf with a framed dog portrait prominently displayed, featuring a wooden frame, a dog painting, and a blue ribbon decoration.",
+    "The camera begins to pan right, moving away from the bookshelf while the framed dog portrait remains visible in the frame.",
+    "Continuing the pan right, the subject is now fully out of frame and no longer visible.",
+    "The camera starts to pan left, returning toward the original area of the bookshelf display.",
+    "As the camera continues panning left, the framed dog portrait is clearly visible again on the bookshelf, with its wooden frame and blue ribbon decoration intact."
+  ],
+  "object_card": {
+    "object_name": "framed dog portrait",
+    "core_attributes": [
+      "wooden frame",
+      "dog painting",
+      "blue ribbon decoration"
+    ],
+    "scene_context": [
+      "bookshelf display",
+      "home interior",
+      "holiday decor"
+    ],
+    "must_keep": [
+      "frame visibility",
+      "dog image clarity"
+    ],
+    "must_avoid": [
+      "obscuring the portrait",
+      "moving too far from shelf"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_206_d43bc900/sample.json b/MBench-V-new/samples/object/vobj_sample_206_d43bc900/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..96fdbb7b254d537150f2b3e1a13212890840e595
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_206_d43bc900/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_206_d43bc900",
+  "subset": "object",
+  "caption_segments": [
+    "A bright sun illuminates a lively ski resort village nestled in an alpine setting, where a two-story wooden chalet with a snow-covered roof stands prominently among snow-capped mountains.",
+    "The camera begins to tilt down, revealing skiers gliding past barriers near the wooden chalet, which remains visible as the scene shifts downward.",
+    "Continuing the downward tilt, the subject is now fully out of frame, leaving only the snowy ground and distant skiers in view, as the camera continues to tilt down.",
+    "The camera starts to tilt upward, moving back toward the original area of the ski resort village, gradually revealing the mountainous backdrop, as the camera continues to tilt up.",
+    "As the camera completes its upward tilt, the same two-story wooden chalet with a snow-covered roof comes clearly back into view, surrounded by skiers and alpine scenery, as the camera continues to tilt up."
+  ],
+  "object_card": {
+    "object_name": "wooden chalet",
+    "core_attributes": [
+      "two-story",
+      "wooden exterior",
+      "snow-covered roof"
+    ],
+    "scene_context": [
+      "ski resort village",
+      "alpine setting",
+      "surrounded by snow-capped mountains"
+    ],
+    "must_keep": [
+      "maintain focus on the building's architectural features",
+      "include surrounding skiers and barriers for context"
+    ],
+    "must_avoid": [
+      "mentioning the colored mask",
+      "describing the object as green or artificially highlighted"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_209_b7a80278/sample.json b/MBench-V-new/samples/object/vobj_sample_209_b7a80278/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..b6e5432e4ec971a8307c62ef99df2a91cd5b5357
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_209_b7a80278/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_209_b7a80278",
+  "subset": "object",
+  "caption_segments": [
+    "A serene alpine village nestles among towering peaks, with a rugged mountain slope rising steeply behind a weathered barn, its rocky terrain and forest-covered incline clearly visible.",
+    "The camera begins to tilt down, gradually moving away from the mountain slope, which remains partially visible as the view shifts toward the lower landscape.",
+    "the subject is now fully out of frame, with the camera continuing its downward tilt, focusing on the pastoral valley below, as the camera continues to tilt down.",
+    "The camera starts to tilt up, returning toward the original area, capturing the surrounding peaks and the alpine village once again.",
+    "As the camera continues tilting upward, the mountain slope reappears in full view, its rocky terrain and forest-covered surface clearly visible beside the barn, as the camera continues to tilt up."
+  ],
+  "object_card": {
+    "object_name": "mountain slope",
+    "core_attributes": [
+      "rocky terrain",
+      "forest-covered",
+      "steep incline"
+    ],
+    "scene_context": [
+      "alpine village",
+      "surrounding peaks",
+      "pastoral landscape"
+    ],
+    "must_keep": [
+      "focus on natural topography",
+      "maintain spatial relationship with barn"
+    ],
+    "must_avoid": [
+      "describing the mask",
+      "mentioning artificial coloration"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_210_d2c62fd9/sample.json b/MBench-V-new/samples/object/vobj_sample_210_d2c62fd9/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..1d5ae0a7b53643f9d833da7bcff31d1f101acd91
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_210_d2c62fd9/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_210_d2c62fd9",
+  "subset": "object",
+  "caption_segments": [
+    "A traditional wooden house stands prominently on a snowy street in Japan, its dark wooden exterior and snow-covered roof contrasting with the soft falling snow, while Japanese-style windows reflect the overcast sky.",
+    "The camera begins to tilt up, slowly moving away from the traditional wooden house, which remains visible as snowflakes drift down around it.",
+    "Continuing the upward tilt, the building is now fully out of frame, leaving only the snow-filled sky and distant rooftops in view, as the camera continues to tilt up.",
+    "The camera starts to tilt down, returning toward the original area of the snowy street, gradually revealing the historic architecture once again.",
+    "As the camera completes its downward tilt, the traditional wooden house reappears clearly in full view, its dark wood and snow-laden roof framed by gently falling snow, as the camera continues to tilt down."
+  ],
+  "object_card": {
+    "object_name": "traditional wooden house",
+    "core_attributes": [
+      "dark wooden exterior",
+      "snow-covered roof",
+      "Japanese-style windows"
+    ],
+    "scene_context": [
+      "snowy street in Japan",
+      "historic architecture",
+      "urban-rural blend"
+    ],
+    "must_keep": [
+      "maintain focus on the building's facade",
+      "include snowfall details"
+    ],
+    "must_avoid": [
+      "overemphasizing modern elements",
+      "distorting architectural features"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_211_665b36fb/sample.json b/MBench-V-new/samples/object/vobj_sample_211_665b36fb/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..358c0219d9b20b993d416e9a29418a275ff6d362
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_211_665b36fb/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_211_665b36fb",
+  "subset": "object",
+  "caption_segments": [
+    "A wooden house with a dark wooden exterior, white shutters, and flower boxes stands prominently on an Alpine village street, framed by snow-capped mountains in the background.",
+    "The camera begins to tilt down, moving away from the wooden house, which remains visible as the surrounding balconies and floral details come into view.",
+    "the subject is now fully out of frame as the camera continues its downward tilt, focusing on the lower portion of the village street and the ground below, as the camera continues to tilt down.",
+    "The camera starts to tilt upward, returning toward the original area where the wooden house was first seen, gradually revealing the upper part of the village street, as the camera continues to tilt up.",
+    "The wooden house reappears clearly in view as the camera completes its upward tilt, once again showing its dark wooden exterior, white shutters, and flower boxes against the mountain backdrop, as the camera continues to tilt up."
+  ],
+  "object_card": {
+    "object_name": "wooden house",
+    "core_attributes": [
+      "dark wooden exterior",
+      "white shutters",
+      "flower boxes"
+    ],
+    "scene_context": [
+      "Alpine village street",
+      "snow-capped mountains in background",
+      "balconies with flowers"
+    ],
+    "must_keep": [
+      "focus on the building's architectural details",
+      "maintain context of surrounding environment"
+    ],
+    "must_avoid": [
+      "mentioning the mask or overlay",
+      "describing the color green as part of the object"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_215_eb2d57a0/sample.json b/MBench-V-new/samples/object/vobj_sample_215_eb2d57a0/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..4beb2cedfd42fda437b92d574f8badc7e88e7a82
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_215_eb2d57a0/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_215_eb2d57a0",
+  "subset": "object",
+  "caption_segments": [
+    "A narrow alley at night, illuminated by a streetlight, reveals a white gate with a metallic arched top and vertical panels standing clearly in focus.",
+    "The camera begins to tilt down, moving away from the white gate, which remains visible but gradually lowers in the frame.",
+    "Continuing the downward tilt, the gate is now fully out of frame and no longer visible, as the camera continues to tilt down.",
+    "The camera starts tilting up, returning toward the original area of the alley, progressing back toward the scene where the gate was first seen.",
+    "As the camera completes its upward tilt, the white gate reappears clearly in view, maintaining its arched top and vertical panels under the streetlight's glow, as the camera continues to tilt up."
+  ],
+  "object_card": {
+    "object_name": "white gate",
+    "core_attributes": [
+      "white",
+      "metallic",
+      "arched top"
+    ],
+    "scene_context": [
+      "narrow alley",
+      "rainy night",
+      "streetlight illumination"
+    ],
+    "must_keep": [
+      "focus on the gate structure",
+      "maintain visibility of the arch and vertical panels"
+    ],
+    "must_avoid": [
+      "including surrounding greenery in focus",
+      "overlapping with adjacent walls"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_221_1442790d/sample.json b/MBench-V-new/samples/object/vobj_sample_221_1442790d/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..52b593ea206ecc6fc03275cb602dd13550f72977
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_221_1442790d/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_221_1442790d",
+  "subset": "object",
+  "caption_segments": [
+    "A tall, coniferous evergreen tree stands prominently in the alpine environment, its branches lightly dusted with snow near a wooden chalet.",
+    "The camera begins to tilt down, slowly moving away from the evergreen tree, which remains visible at the edge of the frame.",
+    "As the camera continues tilting downward, the subject is now fully out of frame and no longer visible, as the camera continues to tilt down.",
+    "The camera starts tilting upward, returning toward the original area where the tree was first seen, as the camera continues to tilt up.",
+    "The camera completes its upward tilt, bringing the same evergreen tree clearly back into view, still snow-dusted and standing tall in the winter landscape, as the camera continues to tilt up."
+  ],
+  "object_card": {
+    "object_name": "evergreen tree",
+    "core_attributes": [
+      "tall",
+      "coniferous",
+      "snow-dusted"
+    ],
+    "scene_context": [
+      "alpine environment",
+      "winter landscape",
+      "near wooden chalet"
+    ],
+    "must_keep": [
+      "maintain focus on the tree",
+      "preserve natural color and texture"
+    ],
+    "must_avoid": [
+      "mentioning the mask",
+      "describing artificial colors"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_223_e3515e1d/sample.json b/MBench-V-new/samples/object/vobj_sample_223_e3515e1d/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..b874f8363c1b52753b24af8e64891b5311f08359
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_223_e3515e1d/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_223_e3515e1d",
+  "subset": "object",
+  "caption_segments": [
+    "A luxurious airplane seat in business class is clearly visible, featuring leather upholstery, an adjustable headrest, and an integrated pillow, set within a premium seating arrangement.",
+    "The camera begins to pan left, showing the airplane seat still in view as part of the cabin’s elegant layout with surrounding seats maintaining spatial context.",
+    "Continuing the pan left, the subject is now fully out of frame, leaving only the adjacent seating area visible in the business class cabin.",
+    "The camera starts to pan right, returning toward the original area of the cabin, gradually revealing more of the premium seating environment.",
+    "As the camera continues panning right, the same airplane seat becomes clearly visible again, showcasing its design and comfort features in the serene atmosphere."
+  ],
+  "object_card": {
+    "object_name": "airplane seat",
+    "core_attributes": [
+      "leather upholstery",
+      "adjustable headrest",
+      "integrated pillow"
+    ],
+    "scene_context": [
+      "business class cabin",
+      "premium seating arrangement",
+      "flight attendant present"
+    ],
+    "must_keep": [
+      "focus on the seat's design and comfort features",
+      "maintain visibility of surrounding seats for spatial context"
+    ],
+    "must_avoid": [
+      "describing the mask overlay",
+      "mentioning artificial colors not present in the original image"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_225_d1bb1d52/sample.json b/MBench-V-new/samples/object/vobj_sample_225_d1bb1d52/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..0b11e199a0f90cde23680b4555dcee9b2bcc4029
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_225_d1bb1d52/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_225_d1bb1d52",
+  "subset": "object",
+  "caption_segments": [
+    "A large vertical abstract painting in blue and white tones hangs on the dining room wall, positioned above a tufted chair and near a window.",
+    "The camera begins to pan right, revealing more of the dining table and chairs while the abstract painting remains visible on the left side of the frame.",
+    "As the camera continues panning right, the subject is now fully out of frame, leaving only the table and chairs in view.",
+    "The camera starts to pan left, moving back toward the original area where the artwork was initially seen.",
+    "The camera completes its leftward movement, bringing the same large vertical abstract painting in blue and white tones clearly back into view, as the camera continues to pan left."
+  ],
+  "object_card": {
+    "object_name": "abstract painting",
+    "core_attributes": [
+      "large",
+      "vertical",
+      "blue and white tones"
+    ],
+    "scene_context": [
+      "hanging on dining room wall",
+      "above tufted chair",
+      "near window"
+    ],
+    "must_keep": [
+      "position relative to table and chairs",
+      "color palette and brushwork details"
+    ],
+    "must_avoid": [
+      "mentioning the green overlay",
+      "describing it as a digital mask"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_228_983739c4/sample.json b/MBench-V-new/samples/object/vobj_sample_228_983739c4/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..df7d8788200a130438807bc4300a10c28ae174d6
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_228_983739c4/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_228_983739c4",
+  "subset": "object",
+  "caption_segments": [
+    "A high-rise building with a beige facade and rectangular windows stands prominently in the urban railway yard, its curved architectural design blending into the modern city skyline.",
+    "The camera tilts up, revealing more of the high-rise building's structural details as it remains visible against the backdrop of the pedestrian overpass nearby.",
+    "As the tilt continues upward, the subject is now fully out of frame, leaving only the surrounding infrastructure in view, as the camera continues to tilt up.",
+    "The camera begins to tilt down, moving back toward the original area of the urban railway yard and the city skyline.",
+    "The camera completes its downward tilt, bringing the high-rise building clearly back into view with its distinctive beige facade and curved design once again visible, as the camera continues to tilt down."
+  ],
+  "object_card": {
+    "object_name": "high-rise building",
+    "core_attributes": [
+      "beige facade",
+      "rectangular windows",
+      "curved architectural design"
+    ],
+    "scene_context": [
+      "urban railway yard",
+      "modern city skyline",
+      "pedestrian overpass nearby"
+    ],
+    "must_keep": [
+      "focus on the building's structural details",
+      "maintain context of surrounding infrastructure"
+    ],
+    "must_avoid": [
+      "mentioning the colored mask",
+      "describing non-existent colors"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_229_05ed3fe6/sample.json b/MBench-V-new/samples/object/vobj_sample_229_05ed3fe6/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..7e6a0f6a38e4845c86c9847cfb010eb91defb10f
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_229_05ed3fe6/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_229_05ed3fe6",
+  "subset": "object",
+  "caption_segments": [
+    "A modern kitchen with bright lighting showcases a stainless steel refrigerator featuring side-by-side doors and double handles, positioned next to built-in ovens.",
+    "The camera begins to pan right, keeping the refrigerator clearly visible as it moves away from its original position in the frame.",
+    "Continuing the pan right, the subject is now fully out of frame, leaving only the surrounding kitchen elements in view.",
+    "The camera starts to pan left, returning toward the area where the refrigerator was initially positioned.",
+    "As the camera completes the pan left, the same stainless steel refrigerator with side-by-side doors and double handles is once again clearly visible in the modern kitchen setting. The same object is visible again."
+  ],
+  "object_card": {
+    "object_name": "refrigerator",
+    "core_attributes": [
+      "stainless steel",
+      "side-by-side doors",
+      "double handles"
+    ],
+    "scene_context": [
+      "modern kitchen",
+      "next to built-in ovens",
+      "under bright lighting"
+    ],
+    "must_keep": [
+      "focus on the refrigerator",
+      "maintain visibility of appliance details"
+    ],
+    "must_avoid": [
+      "obscuring the refrigerator with other objects",
+      "shifting focus away from the appliance"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_233_2fdf9f95/sample.json b/MBench-V-new/samples/object/vobj_sample_233_2fdf9f95/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..f213dbf6984a827ad59943617f6ac2bfe93549a6
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_233_2fdf9f95/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_233_2fdf9f95",
+  "subset": "object",
+  "caption_segments": [
+    "A clear blue sky stretches above a mountainous landscape, where a fluffy white cloud formation floats serenely over the high-altitude road.",
+    "The camera begins to tilt upward, following the cloud formation as it remains visible against the scattered clouds and distant peaks, as the camera continues to tilt up.",
+    "Continuing the upward tilt, the subject is now fully out of frame, leaving only the open sky and mountain ridges in view, as the camera continues to tilt up.",
+    "The camera starts to tilt downward, returning toward the original area with the terrain and sky gradually reappearing in the shot, as the camera continues to tilt down.",
+    "As the camera completes its downward tilt, the same white, fluffy cloud formation becomes clearly visible again above the mountainous landscape, as the camera continues to tilt down."
+  ],
+  "object_card": {
+    "object_name": "cloud formation",
+    "core_attributes": [
+      "white",
+      "fluffy",
+      "scattered"
+    ],
+    "scene_context": [
+      "mountainous landscape",
+      "high-altitude road",
+      "clear sky with partial cloud cover"
+    ],
+    "must_keep": [
+      "focus on natural sky elements",
+      "maintain spatial relationship with terrain"
+    ],
+    "must_avoid": [
+      "misidentifying as artificial object",
+      "confusing with ground features"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_235_94d1ebbc/sample.json b/MBench-V-new/samples/object/vobj_sample_235_94d1ebbc/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..42ddc2cc12fef8fb3d34fb4a0a6514d7df7be508
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_235_94d1ebbc/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_235_94d1ebbc",
+  "subset": "object",
+  "caption_segments": [
+    "A multi-story building with a beige facade and ornate balconies stands prominently along a Parisian street, capturing the essence of historic urban architecture.",
+    "The camera begins to tilt upward, gradually revealing more of the sky above the building, which remains visible in the lower portion of the frame, as the camera continues to tilt up.",
+    "As the camera continues tilting up, the subject is now fully out of frame, leaving only the overcast sky and distant rooftops in view.",
+    "The camera starts tilting downward, moving back toward the original street-level perspective, reorienting toward the area where the building was first seen, as the camera continues to tilt down.",
+    "The same building reappears clearly in the frame, its beige facade and ornate balconies once again highlighted against the backdrop of the Parisian street, as the camera continues to tilt down."
+  ],
+  "object_card": {
+    "object_name": "building",
+    "core_attributes": [
+      "multi-story",
+      "beige facade",
+      "ornate balconies"
+    ],
+    "scene_context": [
+      "Parisian street",
+      "urban environment",
+      "historic architecture"
+    ],
+    "must_keep": [
+      "focus on architectural details",
+      "maintain spatial context"
+    ],
+    "must_avoid": [
+      "mentioning the mask color",
+      "describing artificial overlays"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_244_e970a01c/sample.json b/MBench-V-new/samples/object/vobj_sample_244_e970a01c/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..f4baec0b104fe8f2e198bff2d7535799ad17d666
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_244_e970a01c/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_244_e970a01c",
+  "subset": "object",
+  "caption_segments": [
+    "A white convertible luxury car is prominently displayed in a modern, clean garage, bathed in natural light from large windows, showcasing its white exterior, black soft top, and alloy wheels.",
+    "The camera begins to pan right, the white convertible luxury car remains visible as it gradually moves toward the edge of the frame.",
+    "Continuing the pan right, the vehicle is now fully out of frame, leaving only the organized garage space and soft lighting visible.",
+    "The camera starts panning left, returning toward the original area of the garage, with no object yet in view.",
+    "As the camera continues its leftward movement, the white convertible luxury car comes back into clear view, fully visible in the same position as before, as the camera continues to pan left."
+  ],
+  "object_card": {
+    "object_name": "white convertible luxury car",
+    "core_attributes": [
+      "white exterior",
+      "black soft top",
+      "alloy wheels"
+    ],
+    "scene_context": [
+      "modern garage",
+      "clean and organized",
+      "natural light from windows"
+    ],
+    "must_keep": [
+      "focus on the vehicle",
+      "maintain clear visibility of the car's profile"
+    ],
+    "must_avoid": [
+      "obscuring the car with foreground objects",
+      "shifting focus to storage or garage mechanics"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_245_d29e222e/sample.json b/MBench-V-new/samples/object/vobj_sample_245_d29e222e/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..2fb3c9b9c0f9c745f129f6b2928b93a799229a96
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_245_d29e222e/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_245_d29e222e",
+  "subset": "object",
+  "caption_segments": [
+    "A white house with a red brick chimney and dark roof stands clearly in a rural residential area, surrounded by greenery under a clear blue sky.",
+    "The camera begins to pan right, and the house remains visible as it gradually moves toward the edge of the frame.",
+    "The camera continues panning right, and the subject is now fully out of frame, no longer visible in the scene.",
+    "The camera starts panning left, returning toward the original area where the house was first seen.",
+    "As the camera completes its leftward pan, the same white house with a red brick chimney and dark roof is clearly visible again, centered in the frame, as the camera continues to pan left."
+  ],
+  "object_card": {
+    "object_name": "house",
+    "core_attributes": [
+      "white exterior",
+      "red brick chimney",
+      "dark roof"
+    ],
+    "scene_context": [
+      "rural residential area",
+      "surrounded by greenery",
+      "clear blue sky"
+    ],
+    "must_keep": [
+      "focus on the house structure",
+      "maintain context of surrounding environment"
+    ],
+    "must_avoid": [
+      "mentioning the mask or overlay",
+      "describing colors not present in Image 1"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_246_7885a84a/sample.json b/MBench-V-new/samples/object/vobj_sample_246_7885a84a/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..6f35c8a19df2eb902cbbe0f948d7d61a6bcfdd24
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_246_7885a84a/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_246_7885a84a",
+  "subset": "object",
+  "caption_segments": [
+    "A serene village street runs alongside a narrow stream, with a multi-story wooden building featuring traditional architecture and a wooden facade clearly visible in the foreground.",
+    "The camera begins to pan right, moving away from the wooden building, which remains partially visible as it recedes into the frame's edge.",
+    "The camera continues panning right, and the subject is now fully out of frame, no longer visible in the scene.",
+    "The camera starts to pan left, returning toward the original area along the streamside location.",
+    "As the camera completes its leftward pan, the same wooden building comes back into clear view, standing prominently on the village street beside the stream, as the camera continues to pan left."
+  ],
+  "object_card": {
+    "object_name": "wooden building",
+    "core_attributes": [
+      "multi-story",
+      "traditional architecture",
+      "wooden facade"
+    ],
+    "scene_context": [
+      "village street",
+      "streamside location",
+      "commercial area with shops"
+    ],
+    "must_keep": [
+      "focus on the building's structure",
+      "include its position relative to the stream"
+    ],
+    "must_avoid": [
+      "mentioning the green overlay",
+      "describing artificial colors"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_249_2620f1d7/sample.json b/MBench-V-new/samples/object/vobj_sample_249_2620f1d7/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..46256292b4ea32adc94346f37bca1d796aeb7834
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_249_2620f1d7/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_249_2620f1d7",
+  "subset": "object",
+  "caption_segments": [
+    "A large, gray, rugged rock formation stands prominently on the cliffside, surrounded by lush vegetation near a canyon.",
+    "The camera begins to tilt up, moving away from the rock formation, which remains visible against the sky.",
+    "As the camera continues tilting upward, the subject is no longer visible in the frame, as the camera continues to tilt up.",
+    "The camera starts to tilt downward, returning toward the original area of the canyon landscape, as the camera continues to tilt down.",
+    "The camera completes its downward tilt, bringing the large, gray, rugged rock formation back into clear view, as the camera continues to tilt down. The same object is visible again."
+  ],
+  "object_card": {
+    "object_name": "rock formation",
+    "core_attributes": [
+      "large",
+      "gray",
+      "rugged"
+    ],
+    "scene_context": [
+      "cliffside",
+      "near a canyon",
+      "surrounded by vegetation"
+    ],
+    "must_keep": [
+      "focus on the rock formation",
+      "maintain spatial relationship with surrounding landscape"
+    ],
+    "must_avoid": [
+      "mentioning the mask",
+      "describing the color of the overlay"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_251_ec8fda81/sample.json b/MBench-V-new/samples/object/vobj_sample_251_ec8fda81/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..8afd1ad1d54155626cf93302f440969c102a3aa1
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_251_ec8fda81/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_251_ec8fda81",
+  "subset": "object",
+  "caption_segments": [
+    "A well-maintained house with brown wooden siding and multiple windows stands beside a calm lake, its balcony facing the water, framed by distant mountains under bright sunlight.",
+    "The camera begins to tilt down, gradually moving away from the house, which remains visible near the lake with the mountainous background still in view.",
+    "As the camera continues tilting downward, the subject is now fully out of frame, leaving only the lake surface and surrounding natural elements in sight, as the camera continues to tilt down.",
+    "The camera starts tilting upward, returning toward the original area, capturing more of the landscape and approaching the location where the house was first seen, as the camera continues to tilt up.",
+    "The camera completes its upward tilt, clearly revealing the same house with brown wooden siding, multiple windows, and balcony once again beside the lake and mountains, as the camera continues to tilt up. The same object is visible again."
+  ],
+  "object_card": {
+    "object_name": "house",
+    "core_attributes": [
+      "brown wooden siding",
+      "multiple windows",
+      "balcony"
+    ],
+    "scene_context": [
+      "near a lake",
+      "mountainous background",
+      "carport with parked car"
+    ],
+    "must_keep": [
+      "focus on the house structure",
+      "include surrounding natural elements"
+    ],
+    "must_avoid": [
+      "mentioning the red mask",
+      "describing artificial overlays"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_257_4f28939c/sample.json b/MBench-V-new/samples/object/vobj_sample_257_4f28939c/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..c8fd75a7e179e414c1aae2d277dad7d723d8cd9a
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_257_4f28939c/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_257_4f28939c",
+  "subset": "object",
+  "caption_segments": [
+    "A well-trimmed, green hedgerow stands in the center of a quiet village square, framed by a stone building and cobblestone pavement.",
+    "The camera begins to tilt down, moving away from the hedgerow, which remains visible at the edge of the frame.",
+    "the subject is now fully out of frame as the camera continues its downward tilt, focusing on the lower part of the cobblestone pavement, as the camera continues to tilt down.",
+    "The camera starts to tilt upward, returning toward the original area of the village square, as the camera continues to tilt up.",
+    "As the camera completes its upward tilt, the same well-trimmed, green hedgerow is clearly visible again in the scene, as the camera continues to tilt up."
+  ],
+  "object_card": {
+    "object_name": "hedgerow",
+    "core_attributes": [
+      "well-trimmed",
+      "green",
+      "rectangular"
+    ],
+    "scene_context": [
+      "village square",
+      "stone building",
+      "cobblestone pavement"
+    ],
+    "must_keep": [
+      "maintain focus on the hedgerow",
+      "preserve natural color and shape"
+    ],
+    "must_avoid": [
+      "describing the mask",
+      "mentioning artificial colors"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_258_fe83c33a/sample.json b/MBench-V-new/samples/object/vobj_sample_258_fe83c33a/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..f444602b0d24f55e6937af218d44a319dbcce0af
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_258_fe83c33a/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_258_fe83c33a",
+  "subset": "object",
+  "caption_segments": [
+    "Calm canal water reflects the surrounding buildings and sky in a greenish-blue hue, flowing gently beneath a stone bridge with docked boats lining the edges.",
+    "The camera begins to tilt up, revealing more of the sky and bridge above as the canal water remains visible but gradually recedes from view.",
+    "The camera continues tilting upward, and the subject is now fully out of frame, leaving only the upper portion of the bridge and sky in sight, as the camera continues to tilt up.",
+    "The camera starts to tilt down, slowly returning toward the original vantage point, bringing back elements of the Venetian canal scene.",
+    "The canal water reappears clearly in the frame, still calm and reflective, mirroring the buildings and sky as boats rest along its edge, as the camera continues to tilt down."
+  ],
+  "object_card": {
+    "object_name": "canal water",
+    "core_attributes": [
+      "calm",
+      "reflective",
+      "greenish-blue"
+    ],
+    "scene_context": [
+      "Venetian canal",
+      "docked boats",
+      "stone bridge"
+    ],
+    "must_keep": [
+      "include reflections of buildings and sky",
+      "show interaction with boats and bridge"
+    ],
+    "must_avoid": [
+      "focus on mask color",
+      "describe artificial overlay"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_261_98591a49/sample.json b/MBench-V-new/samples/object/vobj_sample_261_98591a49/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..3b6fc3ae35fba96f52e74a221fec7e33c42b0e05
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_261_98591a49/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_261_98591a49",
+  "subset": "object",
+  "caption_segments": [
+    "A tree trunk stands prominently in the forest, its bark texture rough and natural wood color rich against the dappled sunlight near a stone staircase.",
+    "The camera begins to pan left, moving away from the tree trunk, which remains visible as it slowly exits the frame.",
+    "the subject is now fully out of frame, with only the stone staircase and surrounding forest visible as the camera continues panning left.",
+    "The camera starts to pan right, returning toward the original area where the tree trunk was first seen.",
+    "The tree trunk reappears clearly in view, its vertical orientation and bark texture once again visible near the stone staircase, as the camera continues to pan right."
+  ],
+  "object_card": {
+    "object_name": "tree trunk",
+    "core_attributes": [
+      "bark texture",
+      "vertical orientation",
+      "natural wood color"
+    ],
+    "scene_context": [
+      "forest environment",
+      "near stone staircase",
+      "partially obscuring view of steps"
+    ],
+    "must_keep": [
+      "focus on the tree trunk",
+      "maintain visibility during camera movement"
+    ],
+    "must_avoid": [
+      "mentioning the mask",
+      "describing the mask's color"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_264_0aa3bd1c/sample.json b/MBench-V-new/samples/object/vobj_sample_264_0aa3bd1c/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..72e9145c2abc64b2ad613ef7f83a6ddfa0e8df7a
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_264_0aa3bd1c/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_264_0aa3bd1c",
+  "subset": "object",
+  "caption_segments": [
+    "A clear, full view of the snow-capped mountain peak rises tall and rocky against a bright sky, framed by an alpine landscape with a valley backdrop.",
+    "The camera begins to pan right, keeping the mountain peak visible as it moves slowly out of the frame’s center.",
+    "Continuing the pan right, the subject is now fully out of frame, leaving only the open valley and distant hills in view.",
+    "The camera starts to pan left, returning toward the original area where the mountain peak was first seen.",
+    "As the camera continues panning left, the same snow-capped mountain peak reappears clearly in view, maintaining its natural lighting and texture."
+  ],
+  "object_card": {
+    "object_name": "mountain peak",
+    "core_attributes": [
+      "snow-capped",
+      "rocky",
+      "tall"
+    ],
+    "scene_context": [
+      "alpine landscape",
+      "valley backdrop",
+      "clear sky"
+    ],
+    "must_keep": [
+      "focus on the mountain peak",
+      "maintain natural lighting"
+    ],
+    "must_avoid": [
+      "obscuring the peak with foreground elements",
+      "altering its snow and rock texture"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_265_ab6d3959/sample.json b/MBench-V-new/samples/object/vobj_sample_265_ab6d3959/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..bad04e77b5a8b87eebeb5cffc1829292c1bfef2e
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_265_ab6d3959/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_265_ab6d3959",
+  "subset": "object",
+  "caption_segments": [
+    "A vertical abstract painting with a black frame hangs on the hallway wall, its mixed media artwork standing out in the modern interior design near the entryway lighting.",
+    "The camera begins to tilt down, gradually moving away from the abstract painting while still capturing its lower edge and part of the frame.",
+    "Continuing the downward tilt, the subject is now fully out of frame and no longer visible, as the camera continues to tilt down.",
+    "The camera starts to tilt upward, returning toward the original area where the artwork was displayed, as the camera continues to tilt up.",
+    "As the camera completes its upward tilt, the same abstract painting is clearly visible again, centered on the hallway wall with its full canvas and black frame in view, as the camera continues to tilt up."
+  ],
+  "object_card": {
+    "object_name": "abstract painting",
+    "core_attributes": [
+      "vertical orientation",
+      "black frame",
+      "mixed media artwork"
+    ],
+    "scene_context": [
+      "hallway wall decor",
+      "modern interior design",
+      "near entryway lighting"
+    ],
+    "must_keep": [
+      "focus on the artwork",
+      "maintain visibility of the frame and canvas"
+    ],
+    "must_avoid": [
+      "obscuring the full artwork",
+      "shifting focus to adjacent objects"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_270_60f60cfb/sample.json b/MBench-V-new/samples/object/vobj_sample_270_60f60cfb/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..7777061a4e92aebd1b2707014c0739bbf612c3ec
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_270_60f60cfb/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_270_60f60cfb",
+  "subset": "object",
+  "caption_segments": [
+    "A modern waterfront house stands prominently on a canal, its multi-level structure featuring a white exterior with dark accents and large glass windows reflecting the morning light.",
+    "The camera begins to tilt up, revealing more of the sky above the modern waterfront house as it remains visible along the canal lined with palm trees.",
+    "Continuing the upward tilt, the subject is now fully out of frame, leaving only the surrounding palm trees and distant rooftops in view, as the camera continues to tilt up.",
+    "The camera starts to tilt down, gradually returning toward the original area near the canal and residential neighborhood.",
+    "As the camera completes its downward tilt, the modern waterfront house reappears clearly, showcasing its architectural details and waterfront setting once again, as the camera continues to tilt down."
+  ],
+  "object_card": {
+    "object_name": "modern waterfront house",
+    "core_attributes": [
+      "multi-level structure",
+      "white exterior with dark accents",
+      "large glass windows"
+    ],
+    "scene_context": [
+      "located on a canal",
+      "surrounded by palm trees",
+      "adjacent to other residential properties"
+    ],
+    "must_keep": [
+      "focus on architectural details",
+      "maintain context of waterfront setting"
+    ],
+    "must_avoid": [
+      "describing the mask",
+      "mentioning artificial colors"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_272_f1ea4671/sample.json b/MBench-V-new/samples/object/vobj_sample_272_f1ea4671/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..0b4c3fe58ebe7787ec7c05ae8c4b4c2ebaffdd19
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_272_f1ea4671/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_272_f1ea4671",
+  "subset": "object",
+  "caption_segments": [
+    "A stately, multi-story house with a light brick facade and large windows stands prominently in a quiet upscale neighborhood, framed by a bare tree under a muted winter sky.",
+    "The camera begins to pan left, gradually revealing more of the surrounding area while the house remains visible, showcasing architectural details like dormer windows and awnings.",
+    "As the pan continues left, the subject moves completely out of frame, leaving only the bare tree and the winter landscape in view, as the camera continues to pan left.",
+    "The camera now pans right, returning toward the original area, slowly bringing back elements of the neighborhood and the bare tree into focus.",
+    "The same house is clearly visible again, its light brick facade and large windows standing out in the quiet upscale neighborhood as the camera completes the return motion, as the camera continues to pan right."
+  ],
+  "object_card": {
+    "object_name": "house",
+    "core_attributes": [
+      "light brick facade",
+      "multi-story",
+      "large windows"
+    ],
+    "scene_context": [
+      "quiet upscale neighborhood",
+      "bare tree in foreground",
+      "winter season"
+    ],
+    "must_keep": [
+      "focus on the house structure",
+      "include architectural details like dormer windows and awnings"
+    ],
+    "must_avoid": [
+      "describing the mask color",
+      "mentioning overlay effects"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_274_0ea1a024/sample.json b/MBench-V-new/samples/object/vobj_sample_274_0ea1a024/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..867f0a718a8658f08419e3ac1523e2ae7e31f6d4
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_274_0ea1a024/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_274_0ea1a024",
+  "subset": "object",
+  "caption_segments": [
+    "A teal upholstered armchair with wooden legs and a curved backrest sits prominently in the living room, positioned on a zebra rug near a bookshelf.",
+    "The camera begins to pan left, keeping the armchair visible as it moves away from its original position.",
+    "Continuing the leftward pan, the subject is now fully out of frame, leaving only the surrounding living room elements in view, as the camera continues to pan left.",
+    "The camera starts to pan right, returning toward the area where the armchair was initially located.",
+    "As the camera completes its rightward movement, the same teal upholstered armchair with wooden legs and a curved backrest is clearly visible again on the zebra rug, as the camera continues to pan right."
+  ],
+  "object_card": {
+    "object_name": "armchair",
+    "core_attributes": [
+      "teal upholstery",
+      "wooden legs",
+      "curved backrest"
+    ],
+    "scene_context": [
+      "living room",
+      "near bookshelf",
+      "positioned on zebra rug"
+    ],
+    "must_keep": [
+      "maintain focus on armchair",
+      "preserve color and material details"
+    ],
+    "must_avoid": [
+      "including the green mask in description",
+      "mentioning artificial coloring"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_281_7d05e2f8/sample.json b/MBench-V-new/samples/object/vobj_sample_281_7d05e2f8/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..b192edc51eb19b7ad39340b6a9e17a4dfaec0c42
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_281_7d05e2f8/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_281_7d05e2f8",
+  "subset": "object",
+  "caption_segments": [
+    "A lively nighttime waterfront pier is illuminated by string lights and streetlamps, featuring a wet cobblestone path and a clearly visible building with anchor, its brick structure and large anchor mounted on the wall standing out against the dark sky.",
+    "The camera begins to pan left, showing the building with anchor still in view as people walk nearby along the pier, with the multiple windows glowing softly in the night.",
+    "Continuing the leftward pan, the subject moves completely out of frame, leaving only the waterfront and distant figures visible under the ambient glow of the lamps, as the camera continues to pan left.",
+    "The camera now pans right, returning toward the original area of the pier, capturing the wet cobblestones and passing pedestrians under the same nighttime lighting.",
+    "As the camera continues panning right, the building with anchor reappears in full view, its brick structure and large anchor once again clearly visible on the wall, with people strolling nearby."
+  ],
+  "object_card": {
+    "object_name": "building with anchor",
+    "core_attributes": [
+      "brick structure",
+      "large anchor mounted on wall",
+      "multiple windows"
+    ],
+    "scene_context": [
+      "waterfront pier",
+      "nighttime setting",
+      "people walking nearby"
+    ],
+    "must_keep": [
+      "focus on the building and anchor",
+      "maintain visibility of the anchor's position on the wall"
+    ],
+    "must_avoid": [
+      "focusing on the mask overlay",
+      "describing the mask color or shape"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_294_49dc26fa/sample.json b/MBench-V-new/samples/object/vobj_sample_294_49dc26fa/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..49e56e71844e634f7c6c942a7fe4051d3e7c184b
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_294_49dc26fa/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_294_49dc26fa",
+  "subset": "object",
+  "caption_segments": [
+    "The camera shows a clear full view of the upholstered seat, featuring red fabric, a wooden frame, and patterned upholstery, positioned in the interior of a vintage train car facing the window side as part of a seating row.",
+    "The camera begins to tilt down, moving away from the upholstered seat, which remains visible but gradually lowers in the frame.",
+    "The camera continues tilting down, and the object is now fully out of frame, no longer visible in the shot.",
+    "The camera starts tilting up, returning toward the original area where the upholstered seat was initially seen.",
+    "The camera completes its upward tilt, bringing the same upholstered seat clearly back into view with its red fabric, wooden frame, and patterned upholstery intact, as the camera continues to tilt up."
+  ],
+  "object_card": {
+    "object_name": "upholstered seat",
+    "core_attributes": [
+      "red fabric",
+      "wooden frame",
+      "patterned upholstery"
+    ],
+    "scene_context": [
+      "interior of vintage train car",
+      "facing window side",
+      "part of seating row"
+    ],
+    "must_keep": [
+      "focus on the physical object under mask",
+      "use original image for true appearance"
+    ],
+    "must_avoid": [
+      "mentioning the mask color",
+      "describing the overlay as part of the object"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_296_0cc2f0ff/sample.json b/MBench-V-new/samples/object/vobj_sample_296_0cc2f0ff/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..16aae2e7c34bb4ae6d400ff564b8f3829fd69004
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_296_0cc2f0ff/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_296_0cc2f0ff",
+  "subset": "object",
+  "caption_segments": [
+    "A serene marina at dusk, lit by warm artificial lights, reveals a red yacht with a red hull, black lettering, and multi-level deck moored alongside other yachts.",
+    "The camera begins to pan left, keeping the red yacht clearly visible as it moves away from the center of the frame.",
+    "Continuing the leftward pan, the subject is now fully out of frame, no longer visible in the scene, as the camera continues to pan left.",
+    "The camera starts panning right, returning toward the original area of the marina.",
+    "As the camera continues its rightward movement, the red yacht reappears clearly in view, maintaining full visibility of its structure, as the camera continues to pan right."
+  ],
+  "object_card": {
+    "object_name": "red yacht",
+    "core_attributes": [
+      "red hull",
+      "black lettering",
+      "multi-level deck"
+    ],
+    "scene_context": [
+      "marina at dusk",
+      "moored alongside other yachts",
+      "artificial lighting illuminating the scene"
+    ],
+    "must_keep": [
+      "focus on the red yacht",
+      "maintain visibility of its full structure"
+    ],
+    "must_avoid": [
+      "focusing on the white yacht",
+      "including unrelated boats in primary view"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_305_36568c5b/sample.json b/MBench-V-new/samples/object/vobj_sample_305_36568c5b/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..8deba8c94a8e10290d3879cb752a0a4c45c0d864
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_305_36568c5b/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_305_36568c5b",
+  "subset": "object",
+  "caption_segments": [
+    "The outdoor seating, white cushioned and L-shaped, is clearly visible on the yacht deck, upholstered and positioned near the railing with a view of the city skyline.",
+    "As the camera begins to pan left, the outdoor seating remains in frame, still showing its full structure and spatial relationship with nearby tables and loungers.",
+    "Continuing the leftward pan, the subject is now fully out of frame and no longer visible, leaving only the deck and distant skyline in view, as the camera continues to pan left.",
+    "The camera starts panning right, returning toward the original area of the yacht deck, gradually revealing parts of the surrounding lounge space.",
+    "The outdoor seating comes back into clear view as the camera completes its rightward movement, once again showcasing its white cushioned, L-shaped design and placement within the outdoor lounge area, as the camera continues to pan right."
+  ],
+  "object_card": {
+    "object_name": "outdoor seating",
+    "core_attributes": [
+      "white cushioned",
+      "L-shaped",
+      "upholstered"
+    ],
+    "scene_context": [
+      "yacht deck",
+      "luxury boat interior",
+      "outdoor lounge area"
+    ],
+    "must_keep": [
+      "focus on seating structure",
+      "maintain spatial relationship with surrounding furniture"
+    ],
+    "must_avoid": [
+      "mentioning color overlays",
+      "describing the mask itself"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_307_75951be3/sample.json b/MBench-V-new/samples/object/vobj_sample_307_75951be3/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..011aae023974242714ceb0f91f4e46c8f115de81
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_307_75951be3/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_307_75951be3",
+  "subset": "object",
+  "caption_segments": [
+    "The yellow building stands prominently with its wooden facade, triangular roof, and multiple windows, nestled against a rocky cliff in a mountain village, surrounded by outdoor seating.",
+    "The camera begins to pan right, moving away from the yellow building, which remains visible as it gradually shifts toward the edge of the frame.",
+    "Continuing the pan right, the structure is now fully out of frame, leaving only the surrounding rocky cliff and distant village in view.",
+    "The camera starts to pan left, returning toward the original area, capturing more of the mountain village and the natural landscape.",
+    "As the camera completes the pan left, the yellow building comes back into clear view, its wooden facade, triangular roof, and multiple windows sharply defined."
+  ],
+  "object_card": {
+    "object_name": "yellow building",
+    "core_attributes": [
+      "wooden facade",
+      "triangular roof",
+      "multiple windows"
+    ],
+    "scene_context": [
+      "adjacent to rocky cliff",
+      "part of a mountain village",
+      "surrounded by outdoor seating"
+    ],
+    "must_keep": [
+      "focus on the yellow building",
+      "maintain clarity of architectural details"
+    ],
+    "must_avoid": [
+      "including the green mask in description",
+      "mentioning color overlay"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_323_347da0fd/sample.json b/MBench-V-new/samples/object/vobj_sample_323_347da0fd/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..5e093167cb0d96647af4dc1c583125e12b83c36c
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_323_347da0fd/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_323_347da0fd",
+  "subset": "object",
+  "caption_segments": [
+    "A clear full view of the modern building with red and gray facade, standing prominently in an urban residential area beside a mossy older structure and near greenery.",
+    "The camera begins to tilt down, moving away from the modern building with red and gray facade, which remains visible but gradually lowers in the frame.",
+    "Continuing the downward tilt, the building is now fully out of frame, no longer visible as the camera focuses on the ground level surroundings, as the camera continues to tilt down.",
+    "The camera starts to tilt up, returning toward the original area, capturing the surrounding environment as it ascends.",
+    "The camera completes its upward tilt, bringing the modern building with red and gray facade clearly back into view, maintaining focus on its architectural features and entrance signage, as the camera continues to tilt up."
+  ],
+  "object_card": {
+    "object_name": "modern building with red and gray facade",
+    "core_attributes": [
+      "multi-story",
+      "metallic cladding",
+      "rectangular windows"
+    ],
+    "scene_context": [
+      "urban residential area",
+      "adjacent to older structure",
+      "near greenery"
+    ],
+    "must_keep": [
+      "focus on building's architectural features",
+      "maintain visibility of the entrance and signage"
+    ],
+    "must_avoid": [
+      "obscuring the building with foreground plants",
+      "shifting focus to neighboring structures"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V-new/samples/object/vobj_sample_324_e260e1f2/sample.json b/MBench-V-new/samples/object/vobj_sample_324_e260e1f2/sample.json
new file mode 100644
index 0000000000000000000000000000000000000000..34ec0dc5b57d63b8e6bb14c5b1e68be0fb435eae
--- /dev/null
+++ b/MBench-V-new/samples/object/vobj_sample_324_e260e1f2/sample.json
@@ -0,0 +1,39 @@
+{
+  "sample_id": "vobj_sample_324_e260e1f2",
+  "subset": "object",
+  "caption_segments": [
+    "A vintage camper van with a white and beige exterior and pop-up roof is parked on a gravel lot, facing the coastal town under an overcast sky.",
+    "The camera begins to pan left, showing the camper van still visible as it slowly moves out of the frame.",
+    "The vehicle is now fully out of frame, with only the gravel lot and coastal town remaining in view, as the camera continues to pan left.",
+    "The camera starts panning right, returning toward the original area where the camper van was positioned.",
+    "The same vintage camper van comes back into clear view, fully visible with its pop-up roof and white and beige exterior against the coastal backdrop, as the camera continues to pan right."
+  ],
+  "object_card": {
+    "object_name": "camper van",
+    "core_attributes": [
+      "vintage",
+      "white and beige exterior",
+      "pop-up roof"
+    ],
+    "scene_context": [
+      "gravel lot",
+      "coastal town in background",
+      "overcast sky"
+    ],
+    "must_keep": [
+      "focus on the camper van",
+      "maintain visibility of the vehicle's full structure"
+    ],
+    "must_avoid": [
+      "describing the mask color",
+      "mentioning artificial overlays"
+    ],
+    "visibility_plan": {
+      "seg1": "clear full view",
+      "seg2": "still visible while camera starts moving away",
+      "seg3": "fully out of frame",
+      "seg4": "camera returns toward the original area",
+      "seg5": "same object clearly visible again"
+    }
+  }
+}
\ No newline at end of file
diff --git a/MBench-V/0514_object/Cosmos/vobj_sample_003_a51f0378/final.mp4 b/MBench-V/0514_object/Cosmos/vobj_sample_003_a51f0378/final.mp4
new file mode 100644
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--- /dev/null
+++ b/MBench-V/0514_object/Cosmos/vobj_sample_003_a51f0378/final.mp4
@@ -0,0 +1,3 @@
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diff --git a/MBench-V/0514_object/Cosmos/vobj_sample_003_a51f0378/segment_00.mp4 b/MBench-V/0514_object/Cosmos/vobj_sample_003_a51f0378/segment_00.mp4
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@@ -0,0 +1,3 @@
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diff --git a/MBench-V/0514_object/Cosmos/vobj_sample_003_a51f0378/segment_01.mp4 b/MBench-V/0514_object/Cosmos/vobj_sample_003_a51f0378/segment_01.mp4
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diff --git a/MBench-V/0514_object/Cosmos/vobj_sample_003_a51f0378/segment_02.mp4 b/MBench-V/0514_object/Cosmos/vobj_sample_003_a51f0378/segment_02.mp4
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@@ -0,0 +1,3 @@
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diff --git a/MBench-V/0514_object/Cosmos/vobj_sample_003_a51f0378/segment_03.mp4 b/MBench-V/0514_object/Cosmos/vobj_sample_003_a51f0378/segment_03.mp4
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diff --git a/MBench-V/0514_object/Cosmos/vobj_sample_003_a51f0378/segment_04.mp4 b/MBench-V/0514_object/Cosmos/vobj_sample_003_a51f0378/segment_04.mp4
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diff --git a/MBench-V/0514_object/Cosmos/vobj_sample_004_2bcc2a1e/final.mp4 b/MBench-V/0514_object/Cosmos/vobj_sample_004_2bcc2a1e/final.mp4
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diff --git a/MBench-V/0514_object/Cosmos/vobj_sample_004_2bcc2a1e/segment_01.mp4 b/MBench-V/0514_object/Cosmos/vobj_sample_004_2bcc2a1e/segment_01.mp4
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diff --git a/MBench-V/0514_object/Cosmos/vobj_sample_004_2bcc2a1e/segment_03.mp4 b/MBench-V/0514_object/Cosmos/vobj_sample_004_2bcc2a1e/segment_03.mp4
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diff --git a/MBench-V/0514_object/Cosmos/vobj_sample_004_2bcc2a1e/segment_04.mp4 b/MBench-V/0514_object/Cosmos/vobj_sample_004_2bcc2a1e/segment_04.mp4
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diff --git a/MBench-V/0514_object/Cosmos/vobj_sample_007_7b421919/final.mp4 b/MBench-V/0514_object/Cosmos/vobj_sample_007_7b421919/final.mp4
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diff --git a/MBench-V/0514_object/Cosmos/vobj_sample_007_7b421919/segment_00.mp4 b/MBench-V/0514_object/Cosmos/vobj_sample_007_7b421919/segment_00.mp4
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+        "subcategory": "entity_object",
+        "source_task": "sample_003_a51f0378",
+        "original_task_id": "sample_003_a51f0378",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_003_a51f0378_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_003_a51f0378/first_frame.png",
+          "source_caption": "A suspension bridge spans a calm body of water, its steel structure contrasting with the reflective surface below under soft daylight.",
+          "best_center_x": "439",
+          "best_center_y": "347"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A massive reddish-brown bridge tower rises from the water, its steel structure standing tall under daylight in a suspension bridge scene.",
+              "The camera tilts upward, moving away from the bridge tower while it remains visible in the frame, as the camera continues to tilt up.",
+              "Continuing the upward tilt, the subject is now fully out of frame and no longer visible, as the camera continues to tilt up.",
+              "The camera begins to tilt downward, returning toward the original area above the water, as the camera continues to tilt down.",
+              "As the camera continues tilting down, the same bridge tower reappears clearly in view, maintaining perspective from above."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:22:54",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "bridge tower",
+            "core_attributes": [
+              "massive",
+              "reddish-brown",
+              "steel structure"
+            ],
+            "scene_context": [
+              "suspension bridge",
+              "over water",
+              "daylight"
+            ],
+            "must_keep": [
+              "focus on structural column",
+              "maintain perspective from above"
+            ],
+            "must_avoid": [
+              "including vehicles",
+              "focusing on distant span"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "tilt up",
+            "return": "tilt down"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"bridge tower\",\n  \"core_attributes\": [\"massive\", \"reddish-brown\", \"steel structure\"],\n  \"scene_context\": [\"suspension bridge\", \"over water\", \"daylight\"],\n  \"must_keep\": [\"focus on structural column\", \"maintain perspective from above\"],\n  \"must_avoid\": [\"including vehicles\", \"focusing on distant span\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A massive reddish-brown bridge tower rises from the water, its steel structure standing tall under daylight in a suspension bridge scene.\",\n    \"20-40%: The camera tilts upward, moving away from the bridge tower while it remains visible in the frame.\",\n    \"40-60%: Continuing the upward tilt, the bridge tower is now fully out of frame and no longer visible.\",\n    \"60-80%: The camera begins to tilt downward, returning toward the original area above the water.\",\n    \"80-100%: As the camera continues tilting down, the same bridge tower reappears clearly in view, maintaining perspective from above.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_004_2bcc2a1e",
+      "sample_id": "sample_004_2bcc2a1e",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_004_2bcc2a1e",
+        "instance_id": "vobj_sample_004_2bcc2a1e",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_004_2bcc2a1e",
+        "original_task_id": "sample_004_2bcc2a1e",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_004_2bcc2a1e_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_004_2bcc2a1e/first_frame.png",
+          "source_caption": "A peaceful alpine village sits beneath towering mountains, its winding road lined with traditional homes under an overcast sky, offering a serene and picturesque landscape.",
+          "best_center_x": "264",
+          "best_center_y": "372"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A wooden chalet with a triangular roof and multiple windows stands prominently in the alpine village, nestled against a mountain backdrop.",
+              "The camera begins to pan right, revealing more of the residential area while the chalet remains visible in the frame.",
+              "As the camera continues panning right, the subject moves out of view and is no longer visible in the scene.",
+              "The camera now pans left, returning toward the original area of the alpine village.",
+              "The same chalet comes back into clear view, its wooden exterior and triangular roof standing out once again in the mountain setting, as the camera continues to pan left."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:23:08",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "chalet",
+            "core_attributes": [
+              "wooden exterior",
+              "multiple windows",
+              "triangular roof"
+            ],
+            "scene_context": [
+              "alpine village",
+              "mountain backdrop",
+              "residential area"
+            ],
+            "must_keep": [
+              "focus on the building structure",
+              "include surrounding environment details"
+            ],
+            "must_avoid": [
+              "mentioning the mask",
+              "describing artificial colors"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "pan right",
+            "return": "pan left"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"chalet\",\n  \"core_attributes\": [\"wooden exterior\", \"multiple windows\", \"triangular roof\"],\n  \"scene_context\": [\"alpine village\", \"mountain backdrop\", \"residential area\"],\n  \"must_keep\": [\"focus on the building structure\", \"include surrounding environment details\"],\n  \"must_avoid\": [\"mentioning the mask\", \"describing artificial colors\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A wooden chalet with a triangular roof and multiple windows stands prominently in the alpine village, nestled against a mountain backdrop.\",\n    \"20-40%: The camera begins to pan right, revealing more of the residential area while the chalet remains visible in the frame.\",\n    \"40-60%: As the camera continues panning right, the chalet moves out of view and is no longer visible in the scene.\",\n    \"60-80%: The camera now pans left, returning toward the original area of the alpine village.\",\n    \"80-100%: The same chalet comes back into clear view, its wooden exterior and triangular roof standing out once again in the mountain setting.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_007_7b421919",
+      "sample_id": "sample_007_7b421919",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_007_7b421919",
+        "instance_id": "vobj_sample_007_7b421919",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_007_7b421919",
+        "original_task_id": "sample_007_7b421919",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_007_7b421919_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_007_7b421919/first_frame.png",
+          "source_caption": "A dimly lit interior room features a richly decorated bookshelf displaying personal mementos, books, and art, evoking a quiet, contemplative atmosphere.",
+          "best_center_x": "664",
+          "best_center_y": "501"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A dimly lit interior room features a richly decorated bookshelf displaying personal mementos, books, and a framed artwork with a wooden frame, monochrome drawing, and abstract figure.",
+              "The camera begins to pan left, and the framed artwork remains visible on the bookshelf as part of the interior decor.",
+              "Continuing the leftward pan, the subject is now fully out of frame and no longer visible, as the camera continues to pan left.",
+              "The camera starts to pan right, returning toward the original area of the bookshelf display.",
+              "As the camera continues panning right, the same framed artwork becomes clearly visible again on the bookshelf."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:23:20",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "framed artwork",
+            "core_attributes": [
+              "wooden frame",
+              "monochrome drawing",
+              "abstract figure"
+            ],
+            "scene_context": [
+              "bookshelf display",
+              "personal mementos",
+              "interior decor"
+            ],
+            "must_keep": [
+              "frame's position relative to other objects",
+              "artwork's orientation"
+            ],
+            "must_avoid": [
+              "misidentifying the mask color as object property",
+              "describing the overlay as part of the object"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "pan left",
+            "return": "pan right"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"framed artwork\",\n  \"core_attributes\": [\"wooden frame\", \"monochrome drawing\", \"abstract figure\"],\n  \"scene_context\": [\"bookshelf display\", \"personal mementos\", \"interior decor\"],\n  \"must_keep\": [\"frame's position relative to other objects\", \"artwork's orientation\"],\n  \"must_avoid\": [\"misidentifying the mask color as object property\", \"describing the overlay as part of the object\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A dimly lit interior room features a richly decorated bookshelf displaying personal mementos, books, and a framed artwork with a wooden frame, monochrome drawing, and abstract figure.\",\n    \"20-40%: The camera begins to pan left, and the framed artwork remains visible on the bookshelf as part of the interior decor.\",\n    \"40-60%: Continuing the leftward pan, the framed artwork is now fully out of frame and no longer visible.\",\n    \"60-80%: The camera starts to pan right, returning toward the original area of the bookshelf display.\",\n    \"80-100%: As the camera continues panning right, the same framed artwork becomes clearly visible again on the bookshelf.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_008_93bb110c",
+      "sample_id": "sample_008_93bb110c",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_008_93bb110c",
+        "instance_id": "vobj_sample_008_93bb110c",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_008_93bb110c",
+        "original_task_id": "sample_008_93bb110c",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_008_93bb110c_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_008_93bb110c/first_frame.png",
+          "source_caption": "A quiet European village square with timber-framed buildings, cobblestone streets, and pedestrians, bathed in soft overcast light, evoking a calm, nostalgic atmosphere.",
+          "best_center_x": "796",
+          "best_center_y": "181"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A clear full view of the timber-framed building with its half-timbered facade, gray roof, and wooden shutters stands prominently in the European village square, surrounded by cobblestone streets and pedestrians.",
+              "The camera begins to tilt down, gradually moving away from the timber-framed building while still capturing its lower portion and the surrounding cobblestone street.",
+              "The camera continues tilting down, fully removing the building from view as it focuses on the ground level of the square, where pedestrians walk along the stones. It is fully out of frame.",
+              "The camera starts to tilt up, returning toward the original area of the village square, bringing back the architectural context of the scene.",
+              "As the camera completes its upward tilt, the timber-framed building is clearly visible again, showcasing its half-timbered facade and gray roof within the peaceful village setting, as the camera continues to tilt up."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:23:35",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "timber-framed building",
+            "core_attributes": [
+              "half-timbered facade",
+              "gray roof",
+              "wooden shutters"
+            ],
+            "scene_context": [
+              "European village square",
+              "cobblestone street",
+              "pedestrians walking nearby"
+            ],
+            "must_keep": [
+              "maintain focus on the building's architectural details",
+              "include surrounding context of the square"
+            ],
+            "must_avoid": [
+              "including modern elements not part of the original structure",
+              "distorting the building’s proportions"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "tilt down",
+            "return": "tilt up"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"timber-framed building\",\n  \"core_attributes\": [\"half-timbered facade\", \"gray roof\", \"wooden shutters\"],\n  \"scene_context\": [\"European village square\", \"cobblestone street\", \"pedestrians walking nearby\"],\n  \"must_keep\": [\"maintain focus on the building's architectural details\", \"include surrounding context of the square\"],\n  \"must_avoid\": [\"including modern elements not part of the original structure\", \"distorting the building’s proportions\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A clear full view of the timber-framed building with its half-timbered facade, gray roof, and wooden shutters stands prominently in the European village square, surrounded by cobblestone streets and pedestrians.\",\n    \"20-40%: The camera begins to tilt down, gradually moving away from the timber-framed building while still capturing its lower portion and the surrounding cobblestone street.\",\n    \"40-60%: The camera continues tilting down, fully removing the building from view as it focuses on the ground level of the square, where pedestrians walk along the stones.\",\n    \"60-80%: The camera starts to tilt up, returning toward the original area of the village square, bringing back the architectural context of the scene.\",\n    \"80-100%: As the camera completes its upward tilt, the timber-framed building is clearly visible again, showcasing its half-timbered facade and gray roof within the peaceful village setting.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_009_e7acdee3",
+      "sample_id": "sample_009_e7acdee3",
+      "mask_object_id": "O1",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_009_e7acdee3",
+        "instance_id": "vobj_sample_009_e7acdee3",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_009_e7acdee3",
+        "original_task_id": "sample_009_e7acdee3",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_009_e7acdee3_O1.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_009_e7acdee3/first_frame.png",
+          "source_caption": "A woman arranges blue flowers in a decorative vase within a brightly lit, cheerful interior filled with colorful paint swatches and abstract wall designs.",
+          "best_center_x": "449",
+          "best_center_y": "526"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A woman carefully arranges blue flowers in a decorative vase, their delicate light blue petals and tall stems clearly visible against the colorful interior with paint swatches.",
+              "The camera begins to pan right, showing the blue flowers still in view as the woman continues arranging them in the vibrant room.",
+              "Continuing the pan right, the flowers are now fully out of frame, leaving only the colorful interior and paint swatches visible.",
+              "The camera starts to pan left, returning toward the original area where the floral arrangement was positioned.",
+              "As the camera completes its leftward movement, the blue flowers are once again clearly visible in the decorative vase, maintaining their delicate details, as the camera continues to pan left. The same object is visible again."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:23:47",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "blue flowers",
+            "core_attributes": [
+              "delicate",
+              "light blue petals",
+              "tall stems"
+            ],
+            "scene_context": [
+              "woman arranging flowers",
+              "decorative vase",
+              "colorful interior with paint swatches"
+            ],
+            "must_keep": [
+              "focus on the flowers",
+              "maintain clarity of floral details"
+            ],
+            "must_avoid": [
+              "obscuring the flowers with other elements",
+              "shifting focus away from the arrangement"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O1",
+          "camera_plan": {
+            "departure": "pan right",
+            "return": "pan left"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"blue flowers\",\n  \"core_attributes\": [\"delicate\", \"light blue petals\", \"tall stems\"],\n  \"scene_context\": [\"woman arranging flowers\", \"decorative vase\", \"colorful interior with paint swatches\"],\n  \"must_keep\": [\"focus on the flowers\", \"maintain clarity of floral details\"],\n  \"must_avoid\": [\"obscuring the flowers with other elements\", \"shifting focus away from the arrangement\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A woman carefully arranges blue flowers in a decorative vase, their delicate light blue petals and tall stems clearly visible against the colorful interior with paint swatches.\",\n    \"20-40%: The camera begins to pan right, showing the blue flowers still in view as the woman continues arranging them in the vibrant room.\",\n    \"40-60%: Continuing the pan right, the flowers are now fully out of frame, leaving only the colorful interior and paint swatches visible.\",\n    \"60-80%: The camera starts to pan left, returning toward the original area where the floral arrangement was positioned.\",\n    \"80-100%: As the camera completes its leftward movement, the blue flowers are once again clearly visible in the decorative vase, maintaining their delicate details.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_011_0cf11c81",
+      "sample_id": "sample_011_0cf11c81",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_011_0cf11c81",
+        "instance_id": "vobj_sample_011_0cf11c81",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_011_0cf11c81",
+        "original_task_id": "sample_011_0cf11c81",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_011_0cf11c81_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_011_0cf11c81/first_frame.png",
+          "source_caption": "A peaceful stone-paved courtyard in an old Italian town features white-walled buildings, arched windows, and ornate stone pillars under soft, golden-hour lighting.",
+          "best_center_x": "805",
+          "best_center_y": "434"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A dark brown wooden door with horizontal planks and metal hinges stands prominently in a stone-paved courtyard, framed by ornate stone pillars and the historic building facade.",
+              "The camera begins to tilt down, gradually revealing more of the courtyard's stone pavement while the wooden door remains visible at the top of the frame.",
+              "As the camera continues tilting down, the subject is no longer visible, leaving only the stone-paved ground and lower sections of the pillars in view.",
+              "The camera starts tilting up, moving back toward the original area, bringing the surrounding architecture into focus once again.",
+              "The camera completes its upward tilt, clearly showing the same dark brown wooden door with horizontal planks and metal hinges, now fully visible against the historic building facade, as the camera continues to tilt up."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:24:01",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "wooden door",
+            "core_attributes": [
+              "dark brown",
+              "horizontal planks",
+              "metal hinges"
+            ],
+            "scene_context": [
+              "stone-paved courtyard",
+              "ornate stone pillars",
+              "historic building facade"
+            ],
+            "must_keep": [
+              "focus on the door's material and structure",
+              "maintain context of surrounding architecture"
+            ],
+            "must_avoid": [
+              "mentioning the green mask",
+              "describing colors not present in Image 1"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "tilt down",
+            "return": "tilt up"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"wooden door\",\n  \"core_attributes\": [\"dark brown\", \"horizontal planks\", \"metal hinges\"],\n  \"scene_context\": [\"stone-paved courtyard\", \"ornate stone pillars\", \"historic building facade\"],\n  \"must_keep\": [\"focus on the door's material and structure\", \"maintain context of surrounding architecture\"],\n  \"must_avoid\": [\"mentioning the green mask\", \"describing colors not present in Image 1\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A dark brown wooden door with horizontal planks and metal hinges stands prominently in a stone-paved courtyard, framed by ornate stone pillars and the historic building facade.\",\n    \"20-40%: The camera begins to tilt down, gradually revealing more of the courtyard's stone pavement while the wooden door remains visible at the top of the frame.\",\n    \"40-60%: As the camera continues tilting down, the wooden door is no longer visible, leaving only the stone-paved ground and lower sections of the pillars in view.\",\n    \"60-80%: The camera starts tilting up, moving back toward the original area, bringing the surrounding architecture into focus once again.\",\n    \"80-100%: The camera completes its upward tilt, clearly showing the same dark brown wooden door with horizontal planks and metal hinges, now fully visible against the historic building facade.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_018_4f1be0fa",
+      "sample_id": "sample_018_4f1be0fa",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_018_4f1be0fa",
+        "instance_id": "vobj_sample_018_4f1be0fa",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_018_4f1be0fa",
+        "original_task_id": "sample_018_4f1be0fa",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_018_4f1be0fa_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_018_4f1be0fa/first_frame.png",
+          "source_caption": "A bustling Japanese city street under overcast skies, lined with mixed modern and traditional buildings, filled with traffic and pedestrians in a vibrant yet muted urban setting.",
+          "best_center_x": "936",
+          "best_center_y": "335"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A multi-story modern commercial building stands prominently in the urban cityscape, surrounded by traffic-filled streets under overcast skies.",
+              "The camera begins to pan left, gradually moving away from the building while still keeping it visible in the frame.",
+              "As the camera continues panning left, the subject is now fully out of frame and no longer visible.",
+              "The camera starts to pan right, returning toward the original area of the cityscape.",
+              "The same multi-story modern commercial building comes back into clear view as the camera completes its return pan, as the camera continues to pan right."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:24:12",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "building",
+            "core_attributes": [
+              "multi-story",
+              "modern",
+              "commercial"
+            ],
+            "scene_context": [
+              "urban cityscape",
+              "traffic-filled street",
+              "overcast weather"
+            ],
+            "must_keep": [
+              "focus on the building",
+              "maintain spatial context"
+            ],
+            "must_avoid": [
+              "mentioning the mask",
+              "describing non-existent colors"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "pan left",
+            "return": "pan right"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"building\",\n  \"core_attributes\": [\"multi-story\", \"modern\", \"commercial\"],\n  \"scene_context\": [\"urban cityscape\", \"traffic-filled street\", \"overcast weather\"],\n  \"must_keep\": [\"focus on the building\", \"maintain spatial context\"],\n  \"must_avoid\": [\"mentioning the mask\", \"describing non-existent colors\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A multi-story modern commercial building stands prominently in the urban cityscape, surrounded by traffic-filled streets under overcast skies.\",\n    \"20-40%: The camera begins to pan left, gradually moving away from the building while still keeping it visible in the frame.\",\n    \"40-60%: As the camera continues panning left, the building is now fully out of frame and no longer visible.\",\n    \"60-80%: The camera starts to pan right, returning toward the original area of the cityscape.\",\n    \"80-100%: The same multi-story modern commercial building comes back into clear view as the camera completes its return pan.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_020_76518d85",
+      "sample_id": "sample_020_76518d85",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_020_76518d85",
+        "instance_id": "vobj_sample_020_76518d85",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_020_76518d85",
+        "original_task_id": "sample_020_76518d85",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_020_76518d85_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_020_76518d85/first_frame.png",
+          "source_caption": "A serene village lies under a partly cloudy sky, with traditional houses, wooden fences, and rolling green hills framing a peaceful rural landscape.",
+          "best_center_x": "323",
+          "best_center_y": "287"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A multi-story house with a brown and white exterior and wooden balconies stands prominently in a rural village setting, surrounded by green fields and near a paved road.",
+              "The camera begins to pan left, showing the house still visible as it moves away from the original position.",
+              "As the camera continues panning left, the structure is now fully out of frame, no longer visible in the shot.",
+              "The camera starts to pan right, returning toward the original area where the house was first seen.",
+              "The same house reappears clearly in view, its architectural details once again visible against the backdrop of green fields and the rural landscape, as the camera continues to pan right."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:24:25",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "house",
+            "core_attributes": [
+              "multi-story",
+              "brown and white exterior",
+              "wooden balconies"
+            ],
+            "scene_context": [
+              "rural village setting",
+              "surrounded by green fields",
+              "near a paved road"
+            ],
+            "must_keep": [
+              "focus on the house structure",
+              "maintain visibility of architectural details"
+            ],
+            "must_avoid": [
+              "mentioning the mask color",
+              "describing the overlay"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "pan left",
+            "return": "pan right"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"house\",\n  \"core_attributes\": [\"multi-story\", \"brown and white exterior\", \"wooden balconies\"],\n  \"scene_context\": [\"rural village setting\", \"surrounded by green fields\", \"near a paved road\"],\n  \"must_keep\": [\"focus on the house structure\", \"maintain visibility of architectural details\"],\n  \"must_avoid\": [\"mentioning the mask color\", \"describing the overlay\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A multi-story house with a brown and white exterior and wooden balconies stands prominently in a rural village setting, surrounded by green fields and near a paved road.\",\n    \"20-40%: The camera begins to pan left, showing the house still visible as it moves away from the original position.\",\n    \"40-60%: As the camera continues panning left, the structure is now fully out of frame, no longer visible in the shot.\",\n    \"60-80%: The camera starts to pan right, returning toward the original area where the house was first seen.\",\n    \"80-100%: The same house reappears clearly in view, its architectural details once again visible against the backdrop of green fields and the rural landscape.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_024_3575967d",
+      "sample_id": "sample_024_3575967d",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_024_3575967d",
+        "instance_id": "vobj_sample_024_3575967d",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_024_3575967d",
+        "original_task_id": "sample_024_3575967d",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_024_3575967d_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_024_3575967d/first_frame.png",
+          "source_caption": "A luxurious, pattern-rich interior features a zebra-print rug beneath a yellow chaise lounge, set against a bright, sophisticated backdrop of textured decor.",
+          "best_center_x": "794",
+          "best_center_y": "494"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A luxurious interior reveals a zebra-print rug with a black and white striped pattern, positioned beneath a yellow chaise lounge on top of a floral carpet.",
+              "The camera begins to pan right, keeping the zebra-print rug visible as it moves toward the edge of the frame.",
+              "The camera continues panning right, and the subject is now fully out of frame, no longer visible in the shot.",
+              "The camera starts to pan left, returning toward the original area of the room.",
+              "As the camera completes its leftward movement, the zebra-print rug comes back into clear view, maintaining its distinct shape and textured surface, as the camera continues to pan left."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:24:38",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "zebra-print rug",
+            "core_attributes": [
+              "black and white striped pattern",
+              "animal skin shape",
+              "textured surface"
+            ],
+            "scene_context": [
+              "luxurious interior",
+              "under yellow chaise lounge",
+              "on top of floral carpet"
+            ],
+            "must_keep": [
+              "focus on the zebra-print rug",
+              "maintain visibility of its shape and pattern"
+            ],
+            "must_avoid": [
+              "describing the green overlay",
+              "mentioning artificial colors not present in Image 1"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "pan right",
+            "return": "pan left"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"zebra-print rug\",\n  \"core_attributes\": [\"black and white striped pattern\", \"animal skin shape\", \"textured surface\"],\n  \"scene_context\": [\"luxurious interior\", \"under yellow chaise lounge\", \"on top of floral carpet\"],\n  \"must_keep\": [\"focus on the zebra-print rug\", \"maintain visibility of its shape and pattern\"],\n  \"must_avoid\": [\"describing the green overlay\", \"mentioning artificial colors not present in Image 1\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A luxurious interior reveals a zebra-print rug with a black and white striped pattern, positioned beneath a yellow chaise lounge on top of a floral carpet.\",\n    \"20-40%: The camera begins to pan right, keeping the zebra-print rug visible as it moves toward the edge of the frame.\",\n    \"40-60%: The camera continues panning right, and the zebra-print rug is now fully out of frame, no longer visible in the shot.\",\n    \"60-80%: The camera starts to pan left, returning toward the original area of the room.\",\n    \"80-100%: As the camera completes its leftward movement, the zebra-print rug comes back into clear view, maintaining its distinct shape and textured surface.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_028_5d0f25bb",
+      "sample_id": "sample_028_5d0f25bb",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_028_5d0f25bb",
+        "instance_id": "vobj_sample_028_5d0f25bb",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_028_5d0f25bb",
+        "original_task_id": "sample_028_5d0f25bb",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_028_5d0f25bb_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_028_5d0f25bb/first_frame.png",
+          "source_caption": "A dusty desert road winds between towering rock formations under a clear blue sky, evoking a sense of spaciousness and natural beauty in a desolate, midday setting.",
+          "best_center_x": "688",
+          "best_center_y": "129"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A cyclist wearing a black helmet rides along a desert trail, the protective headgear clearly visible as they navigate the rugged terrain.",
+              "The camera begins to pan left, following the rider's movement, with the helmet still in view as they continue mountain biking through the outdoor adventure setting.",
+              "As the pan continues left, the object is now fully out of frame and no longer visible, as the camera continues to pan left.",
+              "The camera starts to pan right, returning toward the original area where the cyclist was initially seen.",
+              "The pan completes its return motion, bringing the cyclist back into view with the black helmet clearly visible again, emphasizing the rider's safety equipment, as the camera continues to pan right."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:24:59",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "helmet",
+            "core_attributes": [
+              "black",
+              "protective",
+              "worn by cyclist"
+            ],
+            "scene_context": [
+              "desert trail",
+              "mountain biking",
+              "outdoor adventure"
+            ],
+            "must_keep": [
+              "focus on headgear",
+              "maintain visibility of rider's safety equipment"
+            ],
+            "must_avoid": [
+              "mentioning sky or landscape",
+              "referring to mask color"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "pan left",
+            "return": "pan right"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "```json\n{\n  \"object_name\": \"helmet\",\n  \"core_attributes\": [\"black\", \"protective\", \"worn by cyclist\"],\n  \"scene_context\": [\"desert trail\", \"mountain biking\", \"outdoor adventure\"],\n  \"must_keep\": [\"focus on headgear\", \"maintain visibility of rider's safety equipment\"],\n  \"must_avoid\": [\"mentioning sky or landscape\", \"referring to mask color\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}\n```",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A cyclist wearing a black helmet rides along a desert trail, the protective headgear clearly visible as they navigate the rugged terrain.\",\n    \"20-40%: The camera begins to pan left, following the rider's movement, with the helmet still in view as they continue mountain biking through the outdoor adventure setting.\",\n    \"40-60%: As the pan continues left, the object is now fully out of frame and no longer visible.\",\n    \"60-80%: The camera starts to pan right, returning toward the original area where the cyclist was initially seen.\",\n    \"80-100%: The pan completes its return motion, bringing the cyclist back into view with the black helmet clearly visible again, emphasizing the rider's safety equipment.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_035_2573c798",
+      "sample_id": "sample_035_2573c798",
+      "mask_object_id": "O1",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_035_2573c798",
+        "instance_id": "vobj_sample_035_2573c798",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_035_2573c798",
+        "original_task_id": "sample_035_2573c798",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_035_2573c798_O1.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_035_2573c798/first_frame.png",
+          "source_caption": "A serene residential street features red and green homes, a white van, and a bright blue sky, evoking a calm and inviting atmosphere.",
+          "best_center_x": "695",
+          "best_center_y": "130"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "The road surface is clearly visible as a smooth, gray asphalt pavement in the center of a quiet residential street, with a driveway access leading to a nearby home.",
+              "As the camera begins to pan left, the road surface remains in view, stretching along the vehicle travel path past a white van parked on the side.",
+              "Continuing the leftward pan, the subject is now fully out of frame, leaving only the surrounding houses and sky in view, as the camera continues to pan left.",
+              "The camera starts panning right, moving back toward the original area, gradually revealing the edge of the residential street and nearby structures.",
+              "The road surface is once again clearly visible, restored in full view as the camera completes its return, showing the same paved gray asphalt under the bright blue sky, as the camera continues to pan right. The same object is visible again."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:25:11",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "road surface",
+            "core_attributes": [
+              "asphalt",
+              "gray",
+              "paved"
+            ],
+            "scene_context": [
+              "residential street",
+              "driveway access",
+              "vehicle travel path"
+            ],
+            "must_keep": [
+              "maintain focus on road surface",
+              "include surrounding context for spatial understanding"
+            ],
+            "must_avoid": [
+              "describing the red overlay",
+              "mentioning artificial coloration"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O1",
+          "camera_plan": {
+            "departure": "pan left",
+            "return": "pan right"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"road surface\",\n  \"core_attributes\": [\"asphalt\", \"gray\", \"paved\"],\n  \"scene_context\": [\"residential street\", \"driveway access\", \"vehicle travel path\"],\n  \"must_keep\": [\"maintain focus on road surface\", \"include surrounding context for spatial understanding\"],\n  \"must_avoid\": [\"describing the red overlay\", \"mentioning artificial coloration\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: The road surface is clearly visible as a smooth, gray asphalt pavement in the center of a quiet residential street, with a driveway access leading to a nearby home.\",\n    \"20-40%: As the camera begins to pan left, the road surface remains in view, stretching along the vehicle travel path past a white van parked on the side.\",\n    \"40-60%: Continuing the leftward pan, the road surface is now fully out of frame, leaving only the surrounding houses and sky in view.\",\n    \"60-80%: The camera starts panning right, moving back toward the original area, gradually revealing the edge of the residential street and nearby structures.\",\n    \"80-100%: The road surface is once again clearly visible, restored in full view as the camera completes its return, showing the same paved gray asphalt under the bright blue sky.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_040_875ac661",
+      "sample_id": "sample_040_875ac661",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_040_875ac661",
+        "instance_id": "vobj_sample_040_875ac661",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_040_875ac661",
+        "original_task_id": "sample_040_875ac661",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_040_875ac661_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_040_875ac661/first_frame.png",
+          "source_caption": "A sleek, modern kitchen-dining area features a long table, contemporary lighting, and minimalist cabinetry, bathed in bright, even light that highlights its clean, sophisticated design.",
+          "best_center_x": "699",
+          "best_center_y": "254"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A sleek, modern dining area features a long table beneath a clearly visible geometric pendant light with a black metal frame and geometric design, suspended from the ceiling.",
+              "The camera begins to pan right, gradually moving away from the geometric pendant light, which remains partially visible above the dining table.",
+              "Continuing the pan right, the light fixture is now fully out of frame, no longer visible in the scene.",
+              "The camera starts to pan left, returning toward the original area of the dining space.",
+              "As the camera continues panning left, the geometric pendant light comes back into clear view, suspended above the dining table with its modern style and structure fully visible."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:25:24",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "geometric pendant light",
+            "core_attributes": [
+              "black metal frame",
+              "geometric design",
+              "modern style"
+            ],
+            "scene_context": [
+              "dining area",
+              "above dining table",
+              "suspended from ceiling"
+            ],
+            "must_keep": [
+              "focus on the light fixture",
+              "maintain visibility of the structure"
+            ],
+            "must_avoid": [
+              "obscuring the light's design",
+              "including unrelated objects in focus"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "pan right",
+            "return": "pan left"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"geometric pendant light\",\n  \"core_attributes\": [\"black metal frame\", \"geometric design\", \"modern style\"],\n  \"scene_context\": [\"dining area\", \"above dining table\", \"suspended from ceiling\"],\n  \"must_keep\": [\"focus on the light fixture\", \"maintain visibility of the structure\"],\n  \"must_avoid\": [\"obscuring the light's design\", \"including unrelated objects in focus\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A sleek, modern dining area features a long table beneath a clearly visible geometric pendant light with a black metal frame and geometric design, suspended from the ceiling.\",\n    \"20-40%: The camera begins to pan right, gradually moving away from the geometric pendant light, which remains partially visible above the dining table.\",\n    \"40-60%: Continuing the pan right, the light fixture is now fully out of frame, no longer visible in the scene.\",\n    \"60-80%: The camera starts to pan left, returning toward the original area of the dining space.\",\n    \"80-100%: As the camera continues panning left, the geometric pendant light comes back into clear view, suspended above the dining table with its modern style and structure fully visible.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_046_cc35b573",
+      "sample_id": "sample_046_cc35b573",
+      "mask_object_id": "O1",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_046_cc35b573",
+        "instance_id": "vobj_sample_046_cc35b573",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_046_cc35b573",
+        "original_task_id": "sample_046_cc35b573",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_046_cc35b573_O1.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_046_cc35b573/first_frame.png",
+          "source_caption": "A tropical scene features a sunlit road lined with palm trees and parked cars, leading to a marina under a blue sky with green foliage.",
+          "best_center_x": "703",
+          "best_center_y": "645"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A large, leafy tree with green foliage stands prominently on the tropical roadside near a parking area, surrounded by palm trees and bathed in sunlight.",
+              "The camera begins to pan right, gradually moving away from the tree while still capturing its full form against the backdrop of the roadside environment.",
+              "As the camera continues panning right, the subject is now fully out of frame, leaving only the surrounding tropical scenery visible.",
+              "The camera starts panning left, returning toward the original area along the roadside lined with palm trees and parked cars.",
+              "The same large, leafy tree with green foliage comes back into clear view as the camera completes its leftward pan, reestablishing the scene, as the camera continues to pan left."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:25:39",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "tree",
+            "core_attributes": [
+              "large",
+              "leafy",
+              "green foliage"
+            ],
+            "scene_context": [
+              "tropical roadside",
+              "near parking area",
+              "adjacent to palm trees"
+            ],
+            "must_keep": [
+              "focus on the tree",
+              "include surrounding environment for context"
+            ],
+            "must_avoid": [
+              "mentioning the mask",
+              "describing artificial overlays"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O1",
+          "camera_plan": {
+            "departure": "pan right",
+            "return": "pan left"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"tree\",\n  \"core_attributes\": [\"large\", \"leafy\", \"green foliage\"],\n  \"scene_context\": [\"tropical roadside\", \"near parking area\", \"adjacent to palm trees\"],\n  \"must_keep\": [\"focus on the tree\", \"include surrounding environment for context\"],\n  \"must_avoid\": [\"mentioning the mask\", \"describing artificial overlays\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A large, leafy tree with green foliage stands prominently on the tropical roadside near a parking area, surrounded by palm trees and bathed in sunlight.\",\n    \"20-40%: The camera begins to pan right, gradually moving away from the tree while still capturing its full form against the backdrop of the roadside environment.\",\n    \"40-60%: As the camera continues panning right, the tree is now fully out of frame, leaving only the surrounding tropical scenery visible.\",\n    \"60-80%: The camera starts panning left, returning toward the original area along the roadside lined with palm trees and parked cars.\",\n    \"80-100%: The same large, leafy tree with green foliage comes back into clear view as the camera completes its leftward pan, reestablishing the scene.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_050_9944ca5f",
+      "sample_id": "sample_050_9944ca5f",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_050_9944ca5f",
+        "instance_id": "vobj_sample_050_9944ca5f",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_050_9944ca5f",
+        "original_task_id": "sample_050_9944ca5f",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_050_9944ca5f_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_050_9944ca5f/first_frame.png",
+          "source_caption": "A serene harbor during the day, surrounded by colorful buildings and lush greenery, with calm waters reflecting the blue sky and vibrant architecture.",
+          "best_center_x": "854",
+          "best_center_y": "532"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A luxury yacht with a white hull, multiple decks, and satellite domes is clearly visible in the marina harbor, surrounded by other boats and near waterfront buildings.",
+              "The camera begins to tilt down, gradually moving away from the luxury yacht, which remains visible but starts to descend from view.",
+              "The camera continues tilting down, and the object is now fully out of frame, no longer visible in the shot.",
+              "The camera begins to tilt up, returning toward the original area of the marina harbor.",
+              "As the camera completes its upward tilt, the luxury yacht reappears clearly in the frame, showcasing its white hull, multiple decks, and satellite domes, as the camera continues to tilt up."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:25:53",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "luxury yacht",
+            "core_attributes": [
+              "white hull",
+              "multiple decks",
+              "satellite domes"
+            ],
+            "scene_context": [
+              "marina harbor",
+              "surrounded by other boats",
+              "near waterfront buildings"
+            ],
+            "must_keep": [
+              "focus on the yacht's structure",
+              "maintain visibility of deck features"
+            ],
+            "must_avoid": [
+              "including unrelated vessels",
+              "focusing on background elements"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "tilt down",
+            "return": "tilt up"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"luxury yacht\",\n  \"core_attributes\": [\"white hull\", \"multiple decks\", \"satellite domes\"],\n  \"scene_context\": [\"marina harbor\", \"surrounded by other boats\", \"near waterfront buildings\"],\n  \"must_keep\": [\"focus on the yacht's structure\", \"maintain visibility of deck features\"],\n  \"must_avoid\": [\"including unrelated vessels\", \"focusing on background elements\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A luxury yacht with a white hull, multiple decks, and satellite domes is clearly visible in the marina harbor, surrounded by other boats and near waterfront buildings.\",\n    \"20-40%: The camera begins to tilt down, gradually moving away from the luxury yacht, which remains visible but starts to descend from view.\",\n    \"40-60%: The camera continues tilting down, and the object is now fully out of frame, no longer visible in the shot.\",\n    \"60-80%: The camera begins to tilt up, returning toward the original area of the marina harbor.\",\n    \"80-100%: As the camera completes its upward tilt, the luxury yacht reappears clearly in the frame, showcasing its white hull, multiple decks, and satellite domes.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_053_870be085",
+      "sample_id": "sample_053_870be085",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_053_870be085",
+        "instance_id": "vobj_sample_053_870be085",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_053_870be085",
+        "original_task_id": "sample_053_870be085",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_053_870be085_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_053_870be085/first_frame.png",
+          "source_caption": "A serene European village street features a flower-adorned hotel, traditional buildings, and a clear blue sky, evoking timeless charm and quiet beauty.",
+          "best_center_x": "879",
+          "best_center_y": "303"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A clear full view of the wooden chalet building, a multi-story structure with a brown wooden exterior and balconies adorned with flower boxes, stands prominently in a European alpine village near a road intersection, adjacent to a hotel.",
+              "The camera begins to tilt up, gradually moving away from the wooden chalet building, which remains visible as it recedes into the upper frame against the backdrop of the mountainous landscape.",
+              "As the camera continues tilting upward, the subject is now fully out of frame, leaving only the sky and distant peaks in view, as the camera continues to tilt up.",
+              "The camera starts to tilt down, returning toward the original area of the village street, capturing parked cars and signage along the roadside.",
+              "The camera completes its downward tilt, bringing the wooden chalet building back into clear view, once again showcasing its architectural details and surrounding context, as the camera continues to tilt down. The same object is visible again."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:26:08",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "wooden chalet building",
+            "core_attributes": [
+              "multi-story",
+              "brown wooden exterior",
+              "balconies with flower boxes"
+            ],
+            "scene_context": [
+              "European alpine village",
+              "adjacent to a hotel",
+              "near a road intersection"
+            ],
+            "must_keep": [
+              "maintain focus on the building's architectural details",
+              "include surrounding context like parked cars and signage"
+            ],
+            "must_avoid": [
+              "mentioning the green overlay",
+              "describing the mask as part of the object"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "tilt up",
+            "return": "tilt down"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"wooden chalet building\",\n  \"core_attributes\": [\"multi-story\", \"brown wooden exterior\", \"balconies with flower boxes\"],\n  \"scene_context\": [\"European alpine village\", \"adjacent to a hotel\", \"near a road intersection\"],\n  \"must_keep\": [\"maintain focus on the building's architectural details\", \"include surrounding context like parked cars and signage\"],\n  \"must_avoid\": [\"mentioning the green overlay\", \"describing the mask as part of the object\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A clear full view of the wooden chalet building, a multi-story structure with a brown wooden exterior and balconies adorned with flower boxes, stands prominently in a European alpine village near a road intersection, adjacent to a hotel.\",\n    \"20-40%: The camera begins to tilt up, gradually moving away from the wooden chalet building, which remains visible as it recedes into the upper frame against the backdrop of the mountainous landscape.\",\n    \"40-60%: As the camera continues tilting upward, the wooden chalet building is now fully out of frame, leaving only the sky and distant peaks in view.\",\n    \"60-80%: The camera starts to tilt down, returning toward the original area of the village street, capturing parked cars and signage along the roadside.\",\n    \"80-100%: The camera completes its downward tilt, bringing the wooden chalet building back into clear view, once again showcasing its architectural details and surrounding context.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_057_a6023ca8",
+      "sample_id": "sample_057_a6023ca8",
+      "mask_object_id": "O1",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_057_a6023ca8",
+        "instance_id": "vobj_sample_057_a6023ca8",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_057_a6023ca8",
+        "original_task_id": "sample_057_a6023ca8",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_057_a6023ca8_O1.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_057_a6023ca8/first_frame.png",
+          "source_caption": "A serene lakeside village under a blue sky features a stone pier, traditional houses, and towering mountains, bathed in calm, reflective water and lush greenery.",
+          "best_center_x": "573",
+          "best_center_y": "316"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A medium-sized red-leafed tree with purple-red foliage stands clearly between two trash bins and benches near a stone pier in a lakeside village.",
+              "The camera pans right, moving away from the red-leafed tree, which remains visible but gradually shifts toward the edge of the frame.",
+              "Continuing the pan right, the tree is now fully out of frame and no longer visible.",
+              "The camera begins to pan left, returning toward the original area where the tree was initially seen.",
+              "As the camera continues panning left, the same red-leafed tree comes back into clear view between the trash bins and benches."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:26:30",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "red-leafed tree",
+            "core_attributes": [
+              "deciduous",
+              "purple-red foliage",
+              "medium-sized"
+            ],
+            "scene_context": [
+              "lakeside village",
+              "near stone pier",
+              "between trash bins and benches"
+            ],
+            "must_keep": [
+              "specific tree instance",
+              "distinctive leaf color"
+            ],
+            "must_avoid": [
+              "sky",
+              "water",
+              "road",
+              "mountains"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O1",
+          "camera_plan": {
+            "departure": "pan right",
+            "return": "pan left"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "```json\n{\n  \"object_name\": \"red-leafed tree\",\n  \"core_attributes\": [\"deciduous\", \"purple-red foliage\", \"medium-sized\"],\n  \"scene_context\": [\"lakeside village\", \"near stone pier\", \"between trash bins and benches\"],\n  \"must_keep\": [\"specific tree instance\", \"distinctive leaf color\"],\n  \"must_avoid\": [\"sky\", \"water\", \"road\", \"mountains\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}\n```",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A medium-sized red-leafed tree with purple-red foliage stands clearly between two trash bins and benches near a stone pier in a lakeside village.\",\n    \"20-40%: The camera pans right, moving away from the red-leafed tree, which remains visible but gradually shifts toward the edge of the frame.\",\n    \"40-60%: Continuing the pan right, the tree is now fully out of frame and no longer visible.\",\n    \"60-80%: The camera begins to pan left, returning toward the original area where the tree was initially seen.\",\n    \"80-100%: As the camera continues panning left, the same red-leafed tree comes back into clear view between the trash bins and benches.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_059_035d1e10",
+      "sample_id": "sample_059_035d1e10",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_059_035d1e10",
+        "instance_id": "vobj_sample_059_035d1e10",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_059_035d1e10",
+        "original_task_id": "sample_059_035d1e10",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_059_035d1e10_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_059_035d1e10/first_frame.png",
+          "source_caption": "A grand church with high vaulted ceilings, dark wooden pews, and a red and white checkered floor, illuminated by bright, diffused light that enhances its serene and reverent atmosphere.",
+          "best_center_x": "178",
+          "best_center_y": "193"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A rectangular plaque with a dark surface and inscribed text is clearly visible, mounted on the wall near the altar area inside the church.",
+              "The camera begins to pan left, moving away from the plaque, which remains partially visible in the frame.",
+              "The camera continues panning left, and the object is now fully out of frame, no longer visible.",
+              "The camera starts to pan right, returning toward the original area where the plaque was located.",
+              "The camera completes its rightward pan, bringing the same plaque back into clear view, with its inscribed text fully visible, as the camera continues to pan right. The same object is visible again."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:26:41",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "plaque",
+            "core_attributes": [
+              "rectangular",
+              "dark surface",
+              "inscribed text"
+            ],
+            "scene_context": [
+              "church interior",
+              "wall-mounted",
+              "near altar area"
+            ],
+            "must_keep": [
+              "focus on the plaque",
+              "maintain visibility of inscriptions"
+            ],
+            "must_avoid": [
+              "obscuring the text",
+              "shifting focus to adjacent elements"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "pan left",
+            "return": "pan right"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"plaque\",\n  \"core_attributes\": [\"rectangular\", \"dark surface\", \"inscribed text\"],\n  \"scene_context\": [\"church interior\", \"wall-mounted\", \"near altar area\"],\n  \"must_keep\": [\"focus on the plaque\", \"maintain visibility of inscriptions\"],\n  \"must_avoid\": [\"obscuring the text\", \"shifting focus to adjacent elements\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A rectangular plaque with a dark surface and inscribed text is clearly visible, mounted on the wall near the altar area inside the church.\",\n    \"20-40%: The camera begins to pan left, moving away from the plaque, which remains partially visible in the frame.\",\n    \"40-60%: The camera continues panning left, and the object is now fully out of frame, no longer visible.\",\n    \"60-80%: The camera starts to pan right, returning toward the original area where the plaque was located.\",\n    \"80-100%: The camera completes its rightward pan, bringing the same plaque back into clear view, with its inscribed text fully visible.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_062_5b0f85a1",
+      "sample_id": "sample_062_5b0f85a1",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_062_5b0f85a1",
+        "instance_id": "vobj_sample_062_5b0f85a1",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_062_5b0f85a1",
+        "original_task_id": "sample_062_5b0f85a1",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_062_5b0f85a1_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_062_5b0f85a1/first_frame.png",
+          "source_caption": "A serene mountain village with traditional houses, clear blue skies, and natural tones creates a timeless, isolated atmosphere filled with quiet beauty.",
+          "best_center_x": "1023",
+          "best_center_y": "445"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A white house with a dark roof and multiple windows stands clearly in the mountain village, surrounded by natural tones and nestled near a road intersection.",
+              "The camera begins to tilt down, moving away from the house, which remains visible in the lower part of the frame as the surrounding residential area comes into view.",
+              "the subject is now fully out of frame as the camera continues its downward tilt, revealing more of the ground and nearby terrain without showing the structure, as the camera continues to tilt down.",
+              "The camera starts to tilt up, returning toward the original area, gradually bringing back the mountain village landscape and approaching the initial viewpoint.",
+              "The same white house with a dark roof and multiple windows is clearly visible again as the camera completes its upward tilt, re-establishing the scene in the residential area near the road intersection, as the camera continues to tilt up."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:26:53",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "house",
+            "core_attributes": [
+              "white exterior",
+              "dark roof",
+              "multiple windows"
+            ],
+            "scene_context": [
+              "mountain village",
+              "residential area",
+              "near road intersection"
+            ],
+            "must_keep": [
+              "maintain focus on the house",
+              "include surrounding environment for context"
+            ],
+            "must_avoid": [
+              "mentioning the mask color",
+              "describing non-existent features"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "tilt down",
+            "return": "tilt up"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"house\",\n  \"core_attributes\": [\"white exterior\", \"dark roof\", \"multiple windows\"],\n  \"scene_context\": [\"mountain village\", \"residential area\", \"near road intersection\"],\n  \"must_keep\": [\"maintain focus on the house\", \"include surrounding environment for context\"],\n  \"must_avoid\": [\"mentioning the mask color\", \"describing non-existent features\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A white house with a dark roof and multiple windows stands clearly in the mountain village, surrounded by natural tones and nestled near a road intersection.\",\n    \"20-40%: The camera begins to tilt down, moving away from the house, which remains visible in the lower part of the frame as the surrounding residential area comes into view.\",\n    \"40-60%: The house is now fully out of frame as the camera continues its downward tilt, revealing more of the ground and nearby terrain without showing the structure.\",\n    \"60-80%: The camera starts to tilt up, returning toward the original area, gradually bringing back the mountain village landscape and approaching the initial viewpoint.\",\n    \"80-100%: The same white house with a dark roof and multiple windows is clearly visible again as the camera completes its upward tilt, re-establishing the scene in the residential area near the road intersection.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_067_7fbe262b",
+      "sample_id": "sample_067_7fbe262b",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_067_7fbe262b",
+        "instance_id": "vobj_sample_067_7fbe262b",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_067_7fbe262b",
+        "original_task_id": "sample_067_7fbe262b",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_067_7fbe262b_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_067_7fbe262b/first_frame.png",
+          "source_caption": "A quiet urban night scene features a decorated building with a glowing Christmas tree and festive symbols, set against a calm, dimly lit backdrop of empty streets and distant lights.",
+          "best_center_x": "747",
+          "best_center_y": "494"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "The building facade stands prominently in the urban night setting, showcasing its modern architectural design with glass and steel construction and an illuminated Christmas tree decoration.",
+              "The camera begins to tilt down, gradually moving away from the building facade, which remains visible but starts to recede from view.",
+              "As the camera continues tilting down, the subject is now fully out of frame, leaving only the lower portion of the street and surrounding darkness visible.",
+              "The camera starts to tilt up, returning toward the original area where the building facade was first seen.",
+              "The camera completes its upward tilt, bringing the building facade clearly back into view, highlighting its festive holiday display and sleek exterior features, as the camera continues to tilt up."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:27:07",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "building facade",
+            "core_attributes": [
+              "modern architectural design",
+              "illuminated Christmas tree decoration",
+              "glass and steel construction"
+            ],
+            "scene_context": [
+              "urban night setting",
+              "festive holiday display",
+              "commercial building with retail spaces"
+            ],
+            "must_keep": [
+              "focus on the building's exterior features",
+              "include the decorative lighting elements"
+            ],
+            "must_avoid": [
+              "describing the mask overlay",
+              "mentioning artificial colors not present in the original image"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "tilt down",
+            "return": "tilt up"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"building facade\",\n  \"core_attributes\": [\"modern architectural design\", \"illuminated Christmas tree decoration\", \"glass and steel construction\"],\n  \"scene_context\": [\"urban night setting\", \"festive holiday display\", \"commercial building with retail spaces\"],\n  \"must_keep\": [\"focus on the building's exterior features\", \"include the decorative lighting elements\"],\n  \"must_avoid\": [\"describing the mask overlay\", \"mentioning artificial colors not present in the original image\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: The building facade stands prominently in the urban night setting, showcasing its modern architectural design with glass and steel construction and an illuminated Christmas tree decoration.\",\n    \"20-40%: The camera begins to tilt down, gradually moving away from the building facade, which remains visible but starts to recede from view.\",\n    \"40-60%: As the camera continues tilting down, the building facade is now fully out of frame, leaving only the lower portion of the street and surrounding darkness visible.\",\n    \"60-80%: The camera starts to tilt up, returning toward the original area where the building facade was first seen.\",\n    \"80-100%: The camera completes its upward tilt, bringing the building facade clearly back into view, highlighting its festive holiday display and sleek exterior features.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_068_3f64c617",
+      "sample_id": "sample_068_3f64c617",
+      "mask_object_id": "O1",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_068_3f64c617",
+        "instance_id": "vobj_sample_068_3f64c617",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_068_3f64c617",
+        "original_task_id": "sample_068_3f64c617",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_068_3f64c617_O1.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_068_3f64c617/first_frame.png",
+          "source_caption": "A man with fair skin stands in a sleek, minimalist building with glass walls, surrounded by artificial lighting that enhances the modern atmosphere.",
+          "best_center_x": "423",
+          "best_center_y": "287"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A modern building entrance features a door with a metallic frame, frosted glass panel, and silver handle, positioned adjacent to a glass wall as part of a secure access point.",
+              "The camera begins to pan right, moving away from the door while it remains visible in the frame, still showing its metallic frame and frosted glass panel.",
+              "Continuing the pan right, the subject is now fully out of frame and no longer visible, with only the surrounding structural elements in view.",
+              "The camera starts to pan left, returning toward the original area where the door was initially shown.",
+              "As the camera continues panning left, the same door comes back into clear view, displaying its metallic frame, frosted glass panel, and silver handle."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:27:24",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "door",
+            "core_attributes": [
+              "metallic frame",
+              "frosted glass panel",
+              "silver handle"
+            ],
+            "scene_context": [
+              "modern building entrance",
+              "adjacent to glass wall",
+              "part of secure access point"
+            ],
+            "must_keep": [
+              "maintain focus on door",
+              "include surrounding structural elements"
+            ],
+            "must_avoid": [
+              "mentioning color overlays",
+              "describing mask or highlighting"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O1",
+          "camera_plan": {
+            "departure": "pan right",
+            "return": "pan left"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"door\",\n  \"core_attributes\": [\"metallic frame\", \"frosted glass panel\", \"silver handle\"],\n  \"scene_context\": [\"modern building entrance\", \"adjacent to glass wall\", \"part of secure access point\"],\n  \"must_keep\": [\"maintain focus on door\", \"include surrounding structural elements\"],\n  \"must_avoid\": [\"mentioning color overlays\", \"describing mask or highlighting\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A modern building entrance features a door with a metallic frame, frosted glass panel, and silver handle, positioned adjacent to a glass wall as part of a secure access point.\",\n    \"20-40%: The camera begins to pan right, moving away from the door while it remains visible in the frame, still showing its metallic frame and frosted glass panel.\",\n    \"40-60%: Continuing the pan right, the door is now fully out of frame and no longer visible, with only the surrounding structural elements in view.\",\n    \"60-80%: The camera starts to pan left, returning toward the original area where the door was initially shown.\",\n    \"80-100%: As the camera continues panning left, the same door comes back into clear view, displaying its metallic frame, frosted glass panel, and silver handle.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_069_662f40ca",
+      "sample_id": "sample_069_662f40ca",
+      "mask_object_id": "O1",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_069_662f40ca",
+        "instance_id": "vobj_sample_069_662f40ca",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_069_662f40ca",
+        "original_task_id": "sample_069_662f40ca",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_069_662f40ca_O1.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_069_662f40ca/first_frame.png",
+          "source_caption": "A serene mountain landscape unfolds as a camper van travels along a narrow road, surrounded by lush greenery and dramatic peaks under a blue sky.",
+          "best_center_x": "992",
+          "best_center_y": "314"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A rocky mountain peak rises majestically in the distance, forest-covered and framed by a clear blue sky, with the entire peak visible in the frame.",
+              "The camera begins to tilt down, gradually moving away from the mountain peak, which remains visible but starts to recede from view.",
+              "The camera continues tilting downward, and the subject is now fully out of frame, leaving only the forested foreground in sight, as the camera continues to tilt down.",
+              "The camera starts to tilt upward, returning toward the original area where the mountain peak was initially seen, as the camera continues to tilt up.",
+              "As the camera completes its upward tilt, the same mountain peak reappears clearly in full view, still surrounded by trees and under the blue sky, as the camera continues to tilt up."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:27:38",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "mountain peak",
+            "core_attributes": [
+              "rocky",
+              "forest-covered",
+              "distant"
+            ],
+            "scene_context": [
+              "surrounded by trees",
+              "under blue sky",
+              "part of mountain range"
+            ],
+            "must_keep": [
+              "include the entire peak in frame",
+              "maintain focus on natural landscape"
+            ],
+            "must_avoid": [
+              "obscuring with foreground objects",
+              "cropping the top of the peak"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O1",
+          "camera_plan": {
+            "departure": "tilt down",
+            "return": "tilt up"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"mountain peak\",\n  \"core_attributes\": [\"rocky\", \"forest-covered\", \"distant\"],\n  \"scene_context\": [\"surrounded by trees\", \"under blue sky\", \"part of mountain range\"],\n  \"must_keep\": [\"include the entire peak in frame\", \"maintain focus on natural landscape\"],\n  \"must_avoid\": [\"obscuring with foreground objects\", \"cropping the top of the peak\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A rocky mountain peak rises majestically in the distance, forest-covered and framed by a clear blue sky, with the entire peak visible in the frame.\",\n    \"20-40%: The camera begins to tilt down, gradually moving away from the mountain peak, which remains visible but starts to recede from view.\",\n    \"40-60%: The camera continues tilting downward, and the mountain peak is now fully out of frame, leaving only the forested foreground in sight.\",\n    \"60-80%: The camera starts to tilt upward, returning toward the original area where the mountain peak was initially seen.\",\n    \"80-100%: As the camera completes its upward tilt, the same mountain peak reappears clearly in full view, still surrounded by trees and under the blue sky.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_072_24f8955b",
+      "sample_id": "sample_072_24f8955b",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_072_24f8955b",
+        "instance_id": "vobj_sample_072_24f8955b",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_072_24f8955b",
+        "original_task_id": "sample_072_24f8955b",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_072_24f8955b_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_072_24f8955b/first_frame.png",
+          "source_caption": "A sleek, modern living room features a black-and-white palette, zebra rugs, a white sofa, and arched windows flooding the space with natural light.",
+          "best_center_x": "551",
+          "best_center_y": "80"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A clear view of the living room shows an arched window with stained glass and a white frame, positioned above the television, letting in natural light.",
+              "The camera begins to pan left, and the window remains visible as it gradually moves toward the edge of the frame.",
+              "The camera continues panning left, and the subject is now fully out of frame, no longer visible in the scene.",
+              "The camera starts panning right, returning toward the original area of the living room.",
+              "The camera completes its return, and the same arched window with stained glass and white frame is clearly visible again above the television, as the camera continues to pan right."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:27:50",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "window",
+            "core_attributes": [
+              "arched",
+              "stained glass",
+              "white frame"
+            ],
+            "scene_context": [
+              "living room",
+              "natural light source",
+              "above television"
+            ],
+            "must_keep": [
+              "include full window structure",
+              "highlight stained glass details"
+            ],
+            "must_avoid": [
+              "focus on mask color",
+              "describe the overlay"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "pan left",
+            "return": "pan right"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"window\",\n  \"core_attributes\": [\"arched\", \"stained glass\", \"white frame\"],\n  \"scene_context\": [\"living room\", \"natural light source\", \"above television\"],\n  \"must_keep\": [\"include full window structure\", \"highlight stained glass details\"],\n  \"must_avoid\": [\"focus on mask color\", \"describe the overlay\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A clear view of the living room shows an arched window with stained glass and a white frame, positioned above the television, letting in natural light.\",\n    \"20-40%: The camera begins to pan left, and the window remains visible as it gradually moves toward the edge of the frame.\",\n    \"40-60%: The camera continues panning left, and the window is now fully out of frame, no longer visible in the scene.\",\n    \"60-80%: The camera starts panning right, returning toward the original area of the living room.\",\n    \"80-100%: The camera completes its return, and the same arched window with stained glass and white frame is clearly visible again above the television.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_074_b35b899e",
+      "sample_id": "sample_074_b35b899e",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_074_b35b899e",
+        "instance_id": "vobj_sample_074_b35b899e",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_074_b35b899e",
+        "original_task_id": "sample_074_b35b899e",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_074_b35b899e_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_074_b35b899e/first_frame.png",
+          "source_caption": "A luxurious buffet in a dimly lit, upscale restaurant features vibrant dishes and a sparkling centerpiece, set against a backdrop of dining patrons in a refined yet welcoming atmosphere.",
+          "best_center_x": "599",
+          "best_center_y": "345"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A crisp lettuce with purple and green leaves is displayed as the centerpiece arrangement on a buffet table in an upscale restaurant, surrounded by other fresh salad ingredients.",
+              "The camera begins to pan right, keeping the lettuce visible as it moves away from the center of the frame.",
+              "the subject is now fully out of frame as the camera continues panning right across the buffet table.",
+              "The camera starts to pan left, returning toward the original area where the centerpiece was located.",
+              "The same crisp lettuce with purple and green leaves reappears clearly in view, still positioned as the centerpiece among the surrounding salad ingredients, as the camera continues to pan left."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:28:04",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "lettuce",
+            "core_attributes": [
+              "crisp",
+              "purple and green leaves",
+              "centerpiece arrangement"
+            ],
+            "scene_context": [
+              "buffet table",
+              "upscale restaurant setting",
+              "surrounded by other salad ingredients"
+            ],
+            "must_keep": [
+              "focus on the lettuce as central element",
+              "maintain clarity of its color and texture"
+            ],
+            "must_avoid": [
+              "describing the mask or overlay",
+              "referring to artificial colors from the mask"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "pan right",
+            "return": "pan left"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"lettuce\",\n  \"core_attributes\": [\"crisp\", \"purple and green leaves\", \"centerpiece arrangement\"],\n  \"scene_context\": [\"buffet table\", \"upscale restaurant setting\", \"surrounded by other salad ingredients\"],\n  \"must_keep\": [\"focus on the lettuce as central element\", \"maintain clarity of its color and texture\"],\n  \"must_avoid\": [\"describing the mask or overlay\", \"referring to artificial colors from the mask\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A crisp lettuce with purple and green leaves is displayed as the centerpiece arrangement on a buffet table in an upscale restaurant, surrounded by other fresh salad ingredients.\",\n    \"20-40%: The camera begins to pan right, keeping the lettuce visible as it moves away from the center of the frame.\",\n    \"40-60%: The lettuce is now fully out of frame as the camera continues panning right across the buffet table.\",\n    \"60-80%: The camera starts to pan left, returning toward the original area where the centerpiece was located.\",\n    \"80-100%: The same crisp lettuce with purple and green leaves reappears clearly in view, still positioned as the centerpiece among the surrounding salad ingredients.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_075_4d2512f7",
+      "sample_id": "sample_075_4d2512f7",
+      "mask_object_id": "O1",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_075_4d2512f7",
+        "instance_id": "vobj_sample_075_4d2512f7",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_075_4d2512f7",
+        "original_task_id": "sample_075_4d2512f7",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_075_4d2512f7_O1.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_075_4d2512f7/first_frame.png",
+          "source_caption": "A serene aerial view of a luxurious coastal neighborhood features opulent homes, manicured lawns, and a distant ocean under an overcast sky, evoking tranquility and exclusivity.",
+          "best_center_x": "643",
+          "best_center_y": "82"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A clear aerial view reveals a two-story house with gray roof nestled in a coastal residential neighborhood, surrounded by palm trees and adjacent to a swimming pool.",
+              "The camera begins to tilt up, gradually moving away from the two-story house with gray roof, which remains visible as the surrounding greenery stretches into the frame.",
+              "Continuing the upward tilt, the house is now fully out of frame, leaving only the sky and treetops in view, as the camera continues to tilt up.",
+              "The camera starts to tilt down, returning toward the original area with the coastal landscape slowly coming back into sight.",
+              "As the camera completes its downward tilt, the two-story house with gray roof reappears clearly, framed by palm trees and the nearby pool, as the camera continues to tilt down."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:28:18",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "two-story house with gray roof",
+            "core_attributes": [
+              "two-story structure",
+              "gray shingled roof",
+              "white trim and columns"
+            ],
+            "scene_context": [
+              "coastal residential neighborhood",
+              "surrounded by palm trees",
+              "adjacent to a swimming pool"
+            ],
+            "must_keep": [
+              "focus on the house's architectural details",
+              "maintain visibility of the surrounding greenery"
+            ],
+            "must_avoid": [
+              "including the red overlay in description",
+              "mentioning artificial colors or masks"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O1",
+          "camera_plan": {
+            "departure": "tilt up",
+            "return": "tilt down"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"two-story house with gray roof\",\n  \"core_attributes\": [\"two-story structure\", \"gray shingled roof\", \"white trim and columns\"],\n  \"scene_context\": [\"coastal residential neighborhood\", \"surrounded by palm trees\", \"adjacent to a swimming pool\"],\n  \"must_keep\": [\"focus on the house's architectural details\", \"maintain visibility of the surrounding greenery\"],\n  \"must_avoid\": [\"including the red overlay in description\", \"mentioning artificial colors or masks\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A clear aerial view reveals a two-story house with gray roof nestled in a coastal residential neighborhood, surrounded by palm trees and adjacent to a swimming pool.\",\n    \"20-40%: The camera begins to tilt up, gradually moving away from the two-story house with gray roof, which remains visible as the surrounding greenery stretches into the frame.\",\n    \"40-60%: Continuing the upward tilt, the house is now fully out of frame, leaving only the sky and treetops in view.\",\n    \"60-80%: The camera starts to tilt down, returning toward the original area with the coastal landscape slowly coming back into sight.\",\n    \"80-100%: As the camera completes its downward tilt, the two-story house with gray roof reappears clearly, framed by palm trees and the nearby pool.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_076_a2afa347",
+      "sample_id": "sample_076_a2afa347",
+      "mask_object_id": "O1",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_076_a2afa347",
+        "instance_id": "vobj_sample_076_a2afa347",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_076_a2afa347",
+        "original_task_id": "sample_076_a2afa347",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_076_a2afa347_O1.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_076_a2afa347/first_frame.png",
+          "source_caption": "A serene residential street transitions into a well-kept golf course, where activity and nature coexist in an upscale, tranquil setting under bright, inviting light.",
+          "best_center_x": "599",
+          "best_center_y": "642"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A large, leafy green tree stands prominently near the sidewalk on a quiet residential street, adjacent to houses under bright daylight.",
+              "The camera begins to tilt down, gradually moving away from the tree, which remains visible but starts to shift out of view.",
+              "the subject is now fully out of frame as the camera continues its downward tilt, focusing on the lower portion of the scene, as the camera continues to tilt down.",
+              "The camera begins to tilt upward, returning toward the original area where the tree was first seen, as the camera continues to tilt up.",
+              "As the camera completes its upward tilt, the same large, leafy green tree is clearly visible again, still positioned near the sidewalk and houses, as the camera continues to tilt up."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:28:32",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "tree",
+            "core_attributes": [
+              "large",
+              "leafy",
+              "green"
+            ],
+            "scene_context": [
+              "residential street",
+              "near sidewalk",
+              "adjacent to houses"
+            ],
+            "must_keep": [
+              "focus on tree",
+              "maintain environmental context"
+            ],
+            "must_avoid": [
+              "mentioning the red mask",
+              "describing artificial overlays"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O1",
+          "camera_plan": {
+            "departure": "tilt down",
+            "return": "tilt up"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"tree\",\n  \"core_attributes\": [\"large\", \"leafy\", \"green\"],\n  \"scene_context\": [\"residential street\", \"near sidewalk\", \"adjacent to houses\"],\n  \"must_keep\": [\"focus on tree\", \"maintain environmental context\"],\n  \"must_avoid\": [\"mentioning the red mask\", \"describing artificial overlays\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A large, leafy green tree stands prominently near the sidewalk on a quiet residential street, adjacent to houses under bright daylight.\",\n    \"20-40%: The camera begins to tilt down, gradually moving away from the tree, which remains visible but starts to shift out of view.\",\n    \"40-60%: The tree is now fully out of frame as the camera continues its downward tilt, focusing on the lower portion of the scene.\",\n    \"60-80%: The camera begins to tilt upward, returning toward the original area where the tree was first seen.\",\n    \"80-100%: As the camera completes its upward tilt, the same large, leafy green tree is clearly visible again, still positioned near the sidewalk and houses.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_077_fffd4177",
+      "sample_id": "sample_077_fffd4177",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_077_fffd4177",
+        "instance_id": "vobj_sample_077_fffd4177",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_077_fffd4177",
+        "original_task_id": "sample_077_fffd4177",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_077_fffd4177_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_077_fffd4177/first_frame.png",
+          "source_caption": "A weathered stone wall borders a sunny coastline, where blue waves meet rocks and people enjoy the beach under bright daylight.",
+          "best_center_x": "555",
+          "best_center_y": "228"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "The rocky shoreline is clearly visible, with its irregular surface and partially submerged rocks forming a natural boundary along the coastal area, where waves gently lap against the formations.",
+              "The camera begins to tilt down, moving away from the rocky shoreline, which remains visible but gradually recedes from view as the focus shifts downward.",
+              "the subject is now fully out of frame, with the camera continuing its downward tilt, capturing only the lower edge of the scene and the water below, as the camera continues to tilt down.",
+              "The camera starts to tilt up, returning toward the original area, slowly revealing more of the coastal environment and approaching the initial viewpoint.",
+              "The rocky shoreline comes back into clear view, once again showing its natural rock formations and interaction with the water, as the camera completes its upward tilt, as the camera continues to tilt up."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:28:44",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "rocky shoreline",
+            "core_attributes": [
+              "rocky",
+              "irregular surface",
+              "partially submerged"
+            ],
+            "scene_context": [
+              "coastal area",
+              "near stone wall",
+              "adjacent to swimming people"
+            ],
+            "must_keep": [
+              "focus on natural rock formations",
+              "include interaction with water"
+            ],
+            "must_avoid": [
+              "including artificial structures",
+              "describing the mask"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "tilt down",
+            "return": "tilt up"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"rocky shoreline\",\n  \"core_attributes\": [\"rocky\", \"irregular surface\", \"partially submerged\"],\n  \"scene_context\": [\"coastal area\", \"near stone wall\", \"adjacent to swimming people\"],\n  \"must_keep\": [\"focus on natural rock formations\", \"include interaction with water\"],\n  \"must_avoid\": [\"including artificial structures\", \"describing the mask\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: The rocky shoreline is clearly visible, with its irregular surface and partially submerged rocks forming a natural boundary along the coastal area, where waves gently lap against the formations.\",\n    \"20-40%: The camera begins to tilt down, moving away from the rocky shoreline, which remains visible but gradually recedes from view as the focus shifts downward.\",\n    \"40-60%: The rocky shoreline is now fully out of frame, with the camera continuing its downward tilt, capturing only the lower edge of the scene and the water below.\",\n    \"60-80%: The camera starts to tilt up, returning toward the original area, slowly revealing more of the coastal environment and approaching the initial viewpoint.\",\n    \"80-100%: The rocky shoreline comes back into clear view, once again showing its natural rock formations and interaction with the water, as the camera completes its upward tilt.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_086_2bfd2b96",
+      "sample_id": "sample_086_2bfd2b96",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_086_2bfd2b96",
+        "instance_id": "vobj_sample_086_2bfd2b96",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_086_2bfd2b96",
+        "original_task_id": "sample_086_2bfd2b96",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_086_2bfd2b96_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_086_2bfd2b96/first_frame.png",
+          "source_caption": "A sleek, modern living room features neutral tones, contemporary furniture, and large sliding glass doors that connect to an outdoor space, exuding calm and sophistication.",
+          "best_center_x": "449",
+          "best_center_y": "262"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "The wooden accent wall stands prominently as a living room focal point, its vertical wood paneling and dark brown finish creating a textured surface behind bench seating.",
+              "The camera begins to pan right, the wooden accent wall still visible as it recedes from view while maintaining the natural grain details.",
+              "Continuing the pan right, the wall is now fully out of frame and no longer visible, with the kitchen area coming into focus.",
+              "The camera starts to pan left, returning toward the original area of the living room.",
+              "As the pan left continues, the wooden accent wall reappears clearly in full view, its full height and texture preserved."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:28:57",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "wooden accent wall",
+            "core_attributes": [
+              "vertical wood paneling",
+              "dark brown finish",
+              "textured surface"
+            ],
+            "scene_context": [
+              "living room focal point",
+              "behind bench seating",
+              "adjacent to kitchen area"
+            ],
+            "must_keep": [
+              "maintain visibility of the wall's full height",
+              "preserve the natural grain details"
+            ],
+            "must_avoid": [
+              "obscuring the wall with furniture",
+              "changing lighting that alters wood tone"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "pan right",
+            "return": "pan left"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"wooden accent wall\",\n  \"core_attributes\": [\"vertical wood paneling\", \"dark brown finish\", \"textured surface\"],\n  \"scene_context\": [\"living room focal point\", \"behind bench seating\", \"adjacent to kitchen area\"],\n  \"must_keep\": [\"maintain visibility of the wall's full height\", \"preserve the natural grain details\"],\n  \"must_avoid\": [\"obscuring the wall with furniture\", \"changing lighting that alters wood tone\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: The wooden accent wall stands prominently as a living room focal point, its vertical wood paneling and dark brown finish creating a textured surface behind bench seating.\",\n    \"20-40%: The camera begins to pan right, the wooden accent wall still visible as it recedes from view while maintaining the natural grain details.\",\n    \"40-60%: Continuing the pan right, the wall is now fully out of frame and no longer visible, with the kitchen area coming into focus.\",\n    \"60-80%: The camera starts to pan left, returning toward the original area of the living room.\",\n    \"80-100%: As the pan left continues, the wooden accent wall reappears clearly in full view, its full height and texture preserved.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_088_033953e2",
+      "sample_id": "sample_088_033953e2",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_088_033953e2",
+        "instance_id": "vobj_sample_088_033953e2",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_088_033953e2",
+        "original_task_id": "sample_088_033953e2",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_088_033953e2_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_088_033953e2/first_frame.png",
+          "source_caption": "An urban landscape features a diamond-patterned skyscraper under a blue sky, contrasting with a traditional building and a McDonald's banner in the foreground.",
+          "best_center_x": "942",
+          "best_center_y": "472"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A tall, modern skyscraper with a glass facade stands prominently in the urban environment, surrounded by other high-rise buildings under a clear blue sky.",
+              "The camera begins to pan right, keeping the skyscraper visible as it moves away from its original position in the frame.",
+              "As the camera continues panning right, the subject is now fully out of frame, no longer visible in the scene.",
+              "The camera starts panning left, returning toward the original area where the skyscraper was first seen.",
+              "The camera completes its leftward pan, bringing the same skyscraper clearly back into view, maintaining its architectural details and spatial relationship with nearby structures, as the camera continues to pan left."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:29:08",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "skyscraper",
+            "core_attributes": [
+              "tall",
+              "modern",
+              "glass facade"
+            ],
+            "scene_context": [
+              "urban environment",
+              "surrounded by other high-rise buildings",
+              "clear blue sky"
+            ],
+            "must_keep": [
+              "focus on the building's architectural design",
+              "maintain spatial relationship with adjacent structures"
+            ],
+            "must_avoid": [
+              "mentioning the colored overlay",
+              "describing the mask as part of the object"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "pan right",
+            "return": "pan left"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"skyscraper\",\n  \"core_attributes\": [\"tall\", \"modern\", \"glass facade\"],\n  \"scene_context\": [\"urban environment\", \"surrounded by other high-rise buildings\", \"clear blue sky\"],\n  \"must_keep\": [\"focus on the building's architectural design\", \"maintain spatial relationship with adjacent structures\"],\n  \"must_avoid\": [\"mentioning the colored overlay\", \"describing the mask as part of the object\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A tall, modern skyscraper with a glass facade stands prominently in the urban environment, surrounded by other high-rise buildings under a clear blue sky.\",\n    \"20-40%: The camera begins to pan right, keeping the skyscraper visible as it moves away from its original position in the frame.\",\n    \"40-60%: As the camera continues panning right, the skyscraper is now fully out of frame, no longer visible in the scene.\",\n    \"60-80%: The camera starts panning left, returning toward the original area where the skyscraper was first seen.\",\n    \"80-100%: The camera completes its leftward pan, bringing the same skyscraper clearly back into view, maintaining its architectural details and spatial relationship with nearby structures.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_089_08e2d55f",
+      "sample_id": "sample_089_08e2d55f",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_089_08e2d55f",
+        "instance_id": "vobj_sample_089_08e2d55f",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_089_08e2d55f",
+        "original_task_id": "sample_089_08e2d55f",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_089_08e2d55f_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_089_08e2d55f/first_frame.png",
+          "source_caption": "A relaxed urban cafe scene under yellow umbrellas, surrounded by modern glass buildings and lined with trees, exudes a calm, leisurely atmosphere on a sunny day.",
+          "best_center_x": "524",
+          "best_center_y": "190"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A modern glass building stands tall in the urban environment, its reflective surface catching sunlight as it rises above surrounding trees and an adjacent outdoor cafe.",
+              "The camera begins to tilt upward, moving away from the glass building, which remains visible but gradually recedes into the upper frame, as the camera continues to tilt up.",
+              "As the camera continues tilting up, the subject is now fully out of frame, leaving only the sky and treetops in view.",
+              "The camera starts to tilt downward, returning toward the original area with the urban setting slowly reappearing below, as the camera continues to tilt down.",
+              "The glass building comes back into clear view, standing tall and reflective once again, framed by trees and the outdoor cafe beneath a sunny sky, as the camera continues to tilt down."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:29:23",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "glass building",
+            "core_attributes": [
+              "modern",
+              "tall",
+              "reflective"
+            ],
+            "scene_context": [
+              "urban environment",
+              "surrounded by trees",
+              "adjacent to outdoor cafe"
+            ],
+            "must_keep": [
+              "focus on architectural structure",
+              "include surrounding context for scale"
+            ],
+            "must_avoid": [
+              "mentioning the mask",
+              "describing artificial overlays"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "tilt up",
+            "return": "tilt down"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"glass building\",\n  \"core_attributes\": [\"modern\", \"tall\", \"reflective\"],\n  \"scene_context\": [\"urban environment\", \"surrounded by trees\", \"adjacent to outdoor cafe\"],\n  \"must_keep\": [\"focus on architectural structure\", \"include surrounding context for scale\"],\n  \"must_avoid\": [\"mentioning the mask\", \"describing artificial overlays\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A modern glass building stands tall in the urban environment, its reflective surface catching sunlight as it rises above surrounding trees and an adjacent outdoor cafe.\",\n    \"20-40%: The camera begins to tilt upward, moving away from the glass building, which remains visible but gradually recedes into the upper frame.\",\n    \"40-60%: As the camera continues tilting up, the glass building is now fully out of frame, leaving only the sky and treetops in view.\",\n    \"60-80%: The camera starts to tilt downward, returning toward the original area with the urban setting slowly reappearing below.\",\n    \"80-100%: The glass building comes back into clear view, standing tall and reflective once again, framed by trees and the outdoor cafe beneath a sunny sky.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_091_206e9036",
+      "sample_id": "sample_091_206e9036",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_091_206e9036",
+        "instance_id": "vobj_sample_091_206e9036",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_091_206e9036",
+        "original_task_id": "sample_091_206e9036",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_091_206e9036_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_091_206e9036/first_frame.png",
+          "source_caption": "A peaceful Alpine village street with wooden houses, white SUVs, and a bright blue sky, framed by distant mountain peaks in a tranquil, picturesque setting.",
+          "best_center_x": "768",
+          "best_center_y": "528"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A white SUV is parked in front of a wooden house on a quiet Alpine village street, with snow-capped mountains rising behind the scene.",
+              "The camera begins to pan right, moving away from the white SUV, which remains visible along the edge of the frame.",
+              "Continuing the pan right, the vehicle is now fully out of frame, leaving only the wooden houses and mountain backdrop in view.",
+              "The camera starts to pan left, returning toward the original area of the village street.",
+              "As the camera completes the pan left, the same white SUV comes back into clear view, still parked in front of the wooden house."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:29:35",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "white SUV",
+            "core_attributes": [
+              "white",
+              "SUV",
+              "parked"
+            ],
+            "scene_context": [
+              "Alpine village street",
+              "wooden houses",
+              "mountain backdrop"
+            ],
+            "must_keep": [
+              "position relative to house",
+              "vehicle type and color"
+            ],
+            "must_avoid": [
+              "mention of mask or overlay",
+              "describing non-existent colors"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "pan right",
+            "return": "pan left"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"white SUV\",\n  \"core_attributes\": [\"white\", \"SUV\", \"parked\"],\n  \"scene_context\": [\"Alpine village street\", \"wooden houses\", \"mountain backdrop\"],\n  \"must_keep\": [\"position relative to house\", \"vehicle type and color\"],\n  \"must_avoid\": [\"mention of mask or overlay\", \"describing non-existent colors\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A white SUV is parked in front of a wooden house on a quiet Alpine village street, with snow-capped mountains rising behind the scene.\",\n    \"20-40%: The camera begins to pan right, moving away from the white SUV, which remains visible along the edge of the frame.\",\n    \"40-60%: Continuing the pan right, the vehicle is now fully out of frame, leaving only the wooden houses and mountain backdrop in view.\",\n    \"60-80%: The camera starts to pan left, returning toward the original area of the village street.\",\n    \"80-100%: As the camera completes the pan left, the same white SUV comes back into clear view, still parked in front of the wooden house.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_095_69832ab7",
+      "sample_id": "sample_095_69832ab7",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_095_69832ab7",
+        "instance_id": "vobj_sample_095_69832ab7",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_095_69832ab7",
+        "original_task_id": "sample_095_69832ab7",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_095_69832ab7_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_095_69832ab7/first_frame.png",
+          "source_caption": "Two hikers stand atop a rugged peak, surrounded by jagged rocks and dense green mountains, with a coastal village visible in the distance under surreal, vibrant lighting.",
+          "best_center_x": "144",
+          "best_center_y": "584"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A dark gray, jagged rock formation stands prominently at the edge of a cliff, its rugged surface contrasting with the surrounding green vegetation and mountainous terrain.",
+              "The camera begins to tilt up, gradually moving away from the rock formation, which remains visible against the backdrop of the hikers and distant peaks.",
+              "As the camera continues tilting upward, the subject is now fully out of frame, leaving only the expansive sky and upper slopes in view, as the camera continues to tilt up.",
+              "The camera starts to tilt downward, returning toward the original area where the rocky cliffside was first seen, as the camera continues to tilt down.",
+              "The same dark gray, jagged rock formation comes back into clear view, firmly positioned at the cliff edge amidst natural vegetation and near the hikers, as the camera continues to tilt down."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:29:48",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "rock formation",
+            "core_attributes": [
+              "dark gray",
+              "jagged",
+              "rugged"
+            ],
+            "scene_context": [
+              "mountainous terrain",
+              "near hikers",
+              "part of cliff edge"
+            ],
+            "must_keep": [
+              "focus on natural rock structure",
+              "include surrounding vegetation"
+            ],
+            "must_avoid": [
+              "mentioning the mask",
+              "describing artificial colors"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "tilt up",
+            "return": "tilt down"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"rock formation\",\n  \"core_attributes\": [\"dark gray\", \"jagged\", \"rugged\"],\n  \"scene_context\": [\"mountainous terrain\", \"near hikers\", \"part of cliff edge\"],\n  \"must_keep\": [\"focus on natural rock structure\", \"include surrounding vegetation\"],\n  \"must_avoid\": [\"mentioning the mask\", \"describing artificial colors\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A dark gray, jagged rock formation stands prominently at the edge of a cliff, its rugged surface contrasting with the surrounding green vegetation and mountainous terrain.\",\n    \"20-40%: The camera begins to tilt up, gradually moving away from the rock formation, which remains visible against the backdrop of the hikers and distant peaks.\",\n    \"40-60%: As the camera continues tilting upward, the rock formation is now fully out of frame, leaving only the expansive sky and upper slopes in view.\",\n    \"60-80%: The camera starts to tilt downward, returning toward the original area where the rocky cliffside was first seen.\",\n    \"80-100%: The same dark gray, jagged rock formation comes back into clear view, firmly positioned at the cliff edge amidst natural vegetation and near the hikers.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_096_9fbc588b",
+      "sample_id": "sample_096_9fbc588b",
+      "mask_object_id": "O1",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_096_9fbc588b",
+        "instance_id": "vobj_sample_096_9fbc588b",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_096_9fbc588b",
+        "original_task_id": "sample_096_9fbc588b",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_096_9fbc588b_O1.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_096_9fbc588b/first_frame.png",
+          "source_caption": "A serene European village alleyway features a weathered stone building with a dark wooden door, bathed in soft, shifting light from overhead trees.",
+          "best_center_x": "984",
+          "best_center_y": "299"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A clear full view of the stone building entrance, showcasing its arched wooden door, weathered stone facade, and stone steps in a sunlit courtyard surrounded by adjacent stone buildings.",
+              "The camera begins to pan right, moving away from the stone building entrance, which remains visible but gradually shifts toward the left edge of the frame.",
+              "Continuing the pan right, the subject is now fully out of frame, with only the surrounding European village alleyway and adjacent structures visible.",
+              "The camera starts to pan left, returning toward the original area where the stone building entrance was initially positioned.",
+              "As the camera continues panning left, the stone building entrance reappears clearly in view, with the arched wooden door and stone steps fully visible once again."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:30:00",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "stone building entrance",
+            "core_attributes": [
+              "arched wooden door",
+              "weathered stone facade",
+              "stone steps"
+            ],
+            "scene_context": [
+              "European village alleyway",
+              "sunlit courtyard",
+              "adjacent stone buildings"
+            ],
+            "must_keep": [
+              "focus on the entrance structure",
+              "maintain visibility of the arched door and steps"
+            ],
+            "must_avoid": [
+              "including unrelated background elements",
+              "obscuring the doorway with foreground objects"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O1",
+          "camera_plan": {
+            "departure": "pan right",
+            "return": "pan left"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"stone building entrance\",\n  \"core_attributes\": [\"arched wooden door\", \"weathered stone facade\", \"stone steps\"],\n  \"scene_context\": [\"European village alleyway\", \"sunlit courtyard\", \"adjacent stone buildings\"],\n  \"must_keep\": [\"focus on the entrance structure\", \"maintain visibility of the arched door and steps\"],\n  \"must_avoid\": [\"including unrelated background elements\", \"obscuring the doorway with foreground objects\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A clear full view of the stone building entrance, showcasing its arched wooden door, weathered stone facade, and stone steps in a sunlit courtyard surrounded by adjacent stone buildings.\",\n    \"20-40%: The camera begins to pan right, moving away from the stone building entrance, which remains visible but gradually shifts toward the left edge of the frame.\",\n    \"40-60%: Continuing the pan right, the stone building entrance is now fully out of frame, with only the surrounding European village alleyway and adjacent structures visible.\",\n    \"60-80%: The camera starts to pan left, returning toward the original area where the stone building entrance was initially positioned.\",\n    \"80-100%: As the camera continues panning left, the stone building entrance reappears clearly in view, with the arched wooden door and stone steps fully visible once again.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_098_31dcbb75",
+      "sample_id": "sample_098_31dcbb75",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_098_31dcbb75",
+        "instance_id": "vobj_sample_098_31dcbb75",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_098_31dcbb75",
+        "original_task_id": "sample_098_31dcbb75",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_098_31dcbb75_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_098_31dcbb75/first_frame.png",
+          "source_caption": "A quiet mountain village with traditional wooden houses, green fields, and a distant snow-capped peak, bathed in soft overcast light, evokes a peaceful rural atmosphere.",
+          "best_center_x": "179",
+          "best_center_y": "208"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A clear full view of the white house with red balcony, a three-story structure with a white exterior and red balcony, stands prominently in the mountain village, surrounded by greenery and a winding road under an overcast sky.",
+              "The camera begins to pan left, revealing more of the surrounding landscape while the white house with red balcony remains visible in the frame, still framed by trees and the distant snow-capped peak.",
+              "Continuing the pan left, the subject is now fully out of frame, leaving only the green fields and the mountain village in view as the scene shifts away from the original position.",
+              "The camera starts to pan right, gradually returning toward the initial area, bringing back elements of the mountain village and the surrounding greenery into focus.",
+              "As the pan right continues, the white house with red balcony comes clearly back into view, its three-story form, white exterior, and red balcony once again visible against the backdrop of the overcast sky and snow-capped peak."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:30:15",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "white house with red balcony",
+            "core_attributes": [
+              "three-story",
+              "white exterior",
+              "red balcony"
+            ],
+            "scene_context": [
+              "mountain village",
+              "snow-capped peak in background",
+              "overcast sky"
+            ],
+            "must_keep": [
+              "focus on the house's architectural features",
+              "include surrounding greenery and road"
+            ],
+            "must_avoid": [
+              "mentioning the mask color",
+              "describing the overlay as part of the object"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "pan left",
+            "return": "pan right"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"white house with red balcony\",\n  \"core_attributes\": [\"three-story\", \"white exterior\", \"red balcony\"],\n  \"scene_context\": [\"mountain village\", \"snow-capped peak in background\", \"overcast sky\"],\n  \"must_keep\": [\"focus on the house's architectural features\", \"include surrounding greenery and road\"],\n  \"must_avoid\": [\"mentioning the mask color\", \"describing the overlay as part of the object\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A clear full view of the white house with red balcony, a three-story structure with a white exterior and red balcony, stands prominently in the mountain village, surrounded by greenery and a winding road under an overcast sky.\",\n    \"20-40%: The camera begins to pan left, revealing more of the surrounding landscape while the white house with red balcony remains visible in the frame, still framed by trees and the distant snow-capped peak.\",\n    \"40-60%: Continuing the pan left, the white house with red balcony is now fully out of frame, leaving only the green fields and the mountain village in view as the scene shifts away from the original position.\",\n    \"60-80%: The camera starts to pan right, gradually returning toward the initial area, bringing back elements of the mountain village and the surrounding greenery into focus.\",\n    \"80-100%: As the pan right continues, the white house with red balcony comes clearly back into view, its three-story form, white exterior, and red balcony once again visible against the backdrop of the overcast sky and snow-capped peak.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_100_3ec4c7f3",
+      "sample_id": "sample_100_3ec4c7f3",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_100_3ec4c7f3",
+        "instance_id": "vobj_sample_100_3ec4c7f3",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_100_3ec4c7f3",
+        "original_task_id": "sample_100_3ec4c7f3",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_100_3ec4c7f3_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_100_3ec4c7f3/first_frame.png",
+          "source_caption": "A luxurious yacht deck in a tropical marina features a woman adjusting seating under bright, sunny skies, surrounded by greenery and other boats in an upscale, leisurely setting.",
+          "best_center_x": "836",
+          "best_center_y": "496"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A beige upholstered couch with a curved backrest is clearly visible on the sunlit yacht deck, positioned for outdoor seating in a luxury marine setting.",
+              "The camera begins to tilt up, gradually moving away from the couch, which remains partially visible against the bright sky and surrounding deck features.",
+              "The camera continues tilting upward, and the object is now fully out of frame, no longer visible as the view shifts toward the upper part of the yacht, as the camera continues to tilt up.",
+              "The camera starts tilting down, returning toward the original area of the yacht deck, reorienting toward the lower section where the couch was previously located.",
+              "As the camera completes its downward tilt, the same beige upholstered couch with a curved backrest is once again clearly visible, maintaining its position on the sunlit yacht deck, as the camera continues to tilt down. The same object is visible again."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:30:28",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "couch",
+            "core_attributes": [
+              "beige upholstery",
+              "curved backrest",
+              "outdoor seating"
+            ],
+            "scene_context": [
+              "yacht deck",
+              "luxury marine setting",
+              "sunlit environment"
+            ],
+            "must_keep": [
+              "focus on the couch",
+              "maintain visibility of its structure and material"
+            ],
+            "must_avoid": [
+              "mentioning the mask color",
+              "describing non-existent features"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "tilt up",
+            "return": "tilt down"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"couch\",\n  \"core_attributes\": [\"beige upholstery\", \"curved backrest\", \"outdoor seating\"],\n  \"scene_context\": [\"yacht deck\", \"luxury marine setting\", \"sunlit environment\"],\n  \"must_keep\": [\"focus on the couch\", \"maintain visibility of its structure and material\"],\n  \"must_avoid\": [\"mentioning the mask color\", \"describing non-existent features\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A beige upholstered couch with a curved backrest is clearly visible on the sunlit yacht deck, positioned for outdoor seating in a luxury marine setting.\",\n    \"20-40%: The camera begins to tilt up, gradually moving away from the couch, which remains partially visible against the bright sky and surrounding deck features.\",\n    \"40-60%: The camera continues tilting upward, and the object is now fully out of frame, no longer visible as the view shifts toward the upper part of the yacht.\",\n    \"60-80%: The camera starts tilting down, returning toward the original area of the yacht deck, reorienting toward the lower section where the couch was previously located.\",\n    \"80-100%: As the camera completes its downward tilt, the same beige upholstered couch with a curved backrest is once again clearly visible, maintaining its position on the sunlit yacht deck.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_102_95e2dd7e",
+      "sample_id": "sample_102_95e2dd7e",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_102_95e2dd7e",
+        "instance_id": "vobj_sample_102_95e2dd7e",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_102_95e2dd7e",
+        "original_task_id": "sample_102_95e2dd7e",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_102_95e2dd7e_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_102_95e2dd7e/first_frame.png",
+          "source_caption": "A peaceful grassy field slopes toward a towering tree under soft, golden light, evoking a tranquil, natural setting with gentle shadows and a sense of stillness.",
+          "best_center_x": "881",
+          "best_center_y": "190"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A large tree stands tall in a grassy field under soft golden light, its broad canopy filled with autumn-colored leaves.",
+              "The camera begins to pan left, gradually moving away from the large tree while keeping it visible in the frame.",
+              "Continuing the pan left, the tree is now fully out of frame, leaving only the sloping terrain and golden light visible.",
+              "The camera starts to pan right, returning toward the original area where the tree was first seen.",
+              "As the camera completes the pan right, the large tree reappears clearly in view, still standing tall with its broad canopy and autumn-colored leaves."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:30:40",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "large tree",
+            "core_attributes": [
+              "tall",
+              "broad canopy",
+              "autumn-colored leaves"
+            ],
+            "scene_context": [
+              "grassy field",
+              "sloping terrain",
+              "soft golden light"
+            ],
+            "must_keep": [
+              "focus on the tree",
+              "maintain natural lighting"
+            ],
+            "must_avoid": [
+              "obscuring the tree with foreground elements",
+              "changing camera angle drastically"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "pan left",
+            "return": "pan right"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"large tree\",\n  \"core_attributes\": [\"tall\", \"broad canopy\", \"autumn-colored leaves\"],\n  \"scene_context\": [\"grassy field\", \"sloping terrain\", \"soft golden light\"],\n  \"must_keep\": [\"focus on the tree\", \"maintain natural lighting\"],\n  \"must_avoid\": [\"obscuring the tree with foreground elements\", \"changing camera angle drastically\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A large tree stands tall in a grassy field under soft golden light, its broad canopy filled with autumn-colored leaves.\",\n    \"20-40%: The camera begins to pan left, gradually moving away from the large tree while keeping it visible in the frame.\",\n    \"40-60%: Continuing the pan left, the tree is now fully out of frame, leaving only the sloping terrain and golden light visible.\",\n    \"60-80%: The camera starts to pan right, returning toward the original area where the tree was first seen.\",\n    \"80-100%: As the camera completes the pan right, the large tree reappears clearly in view, still standing tall with its broad canopy and autumn-colored leaves.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_103_74c54180",
+      "sample_id": "sample_103_74c54180",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_103_74c54180",
+        "instance_id": "vobj_sample_103_74c54180",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_103_74c54180",
+        "original_task_id": "sample_103_74c54180",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_103_74c54180_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_103_74c54180/first_frame.png",
+          "source_caption": "A serene village square under a blue sky, framed by a stone archway, wooden buildings, and a distant church tower, evoking a timeless atmosphere.",
+          "best_center_x": "367",
+          "best_center_y": "400"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A clear view of the stone wall, gray and weathered, constructed from irregular stones, surrounds the church building with greenery and a distant church tower in the background.",
+              "The camera begins to pan right, keeping the stone wall visible as it moves along the grassy slope beside the historic structure.",
+              "The camera continues panning right, and the subject is now fully out of frame, leaving only the surrounding greenery and church tower in view.",
+              "The camera starts to pan left, returning toward the original area where the stone wall was first seen.",
+              "As the camera completes its leftward pan, the stone wall reappears clearly, still gray and weathered, with the church tower and grassy slope nearby, as the camera continues to pan left."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:30:53",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "stone wall",
+            "core_attributes": [
+              "gray",
+              "weathered",
+              "constructed from irregular stones"
+            ],
+            "scene_context": [
+              "surrounds church building",
+              "adjacent to grassy slope",
+              "part of historic structure"
+            ],
+            "must_keep": [
+              "maintain focus on stone wall",
+              "include surrounding greenery and church tower"
+            ],
+            "must_avoid": [
+              "do not include the archway",
+              "avoid focusing on wooden buildings"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "pan right",
+            "return": "pan left"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"stone wall\",\n  \"core_attributes\": [\"gray\", \"weathered\", \"constructed from irregular stones\"],\n  \"scene_context\": [\"surrounds church building\", \"adjacent to grassy slope\", \"part of historic structure\"],\n  \"must_keep\": [\"maintain focus on stone wall\", \"include surrounding greenery and church tower\"],\n  \"must_avoid\": [\"do not include the archway\", \"avoid focusing on wooden buildings\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A clear view of the stone wall, gray and weathered, constructed from irregular stones, surrounds the church building with greenery and a distant church tower in the background.\",\n    \"20-40%: The camera begins to pan right, keeping the stone wall visible as it moves along the grassy slope beside the historic structure.\",\n    \"40-60%: The camera continues panning right, and the stone wall is now fully out of frame, leaving only the surrounding greenery and church tower in view.\",\n    \"60-80%: The camera starts to pan left, returning toward the original area where the stone wall was first seen.\",\n    \"80-100%: As the camera completes its leftward pan, the stone wall reappears clearly, still gray and weathered, with the church tower and grassy slope nearby.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_104_4262fcb5",
+      "sample_id": "sample_104_4262fcb5",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_104_4262fcb5",
+        "instance_id": "vobj_sample_104_4262fcb5",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_104_4262fcb5",
+        "original_task_id": "sample_104_4262fcb5",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_104_4262fcb5_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_104_4262fcb5/first_frame.png",
+          "source_caption": "A calm, domestic scene in a sleek, modern kitchen with bright lighting, featuring a woman in casual attire surrounded by minimalist appliances and shelves of dishes.",
+          "best_center_x": "799",
+          "best_center_y": "472"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "The oven is clearly visible in the modern kitchen, featuring a black glass door, silver handle, and digital display beneath the stovetop.",
+              "The camera begins to tilt up, moving away from the oven while it remains partially visible in the lower frame.",
+              "As the camera continues tilting upward, the subject is now fully out of frame and no longer visible, as the camera continues to tilt up.",
+              "The camera starts tilting down, returning toward the original area of the kitchen.",
+              "The oven comes back into clear view, with its black glass door, silver handle, and digital display fully visible again, as the camera continues to tilt down."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:31:05",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "oven",
+            "core_attributes": [
+              "black glass door",
+              "silver handle",
+              "digital display"
+            ],
+            "scene_context": [
+              "modern kitchen",
+              "underneath stovetop",
+              "built into cabinetry"
+            ],
+            "must_keep": [
+              "focus on appliance details",
+              "maintain visibility of control panel"
+            ],
+            "must_avoid": [
+              "obscuring the oven door",
+              "shifting focus to surrounding cabinets"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "tilt up",
+            "return": "tilt down"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"oven\",\n  \"core_attributes\": [\"black glass door\", \"silver handle\", \"digital display\"],\n  \"scene_context\": [\"modern kitchen\", \"underneath stovetop\", \"built into cabinetry\"],\n  \"must_keep\": [\"focus on appliance details\", \"maintain visibility of control panel\"],\n  \"must_avoid\": [\"obscuring the oven door\", \"shifting focus to surrounding cabinets\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: The oven is clearly visible in the modern kitchen, featuring a black glass door, silver handle, and digital display beneath the stovetop.\",\n    \"20-40%: The camera begins to tilt up, moving away from the oven while it remains partially visible in the lower frame.\",\n    \"40-60%: As the camera continues tilting upward, the oven is now fully out of frame and no longer visible.\",\n    \"60-80%: The camera starts tilting down, returning toward the original area of the kitchen.\",\n    \"80-100%: The oven comes back into clear view, with its black glass door, silver handle, and digital display fully visible again.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_105_b9846da1",
+      "sample_id": "sample_105_b9846da1",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_105_b9846da1",
+        "instance_id": "vobj_sample_105_b9846da1",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_105_b9846da1",
+        "original_task_id": "sample_105_b9846da1",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_105_b9846da1_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_105_b9846da1/first_frame.png",
+          "source_caption": "A serene nighttime cityscape along a river, featuring sleek skyscrapers, reflective waters, and softly lit boats, evoking an atmosphere of urban elegance and calm.",
+          "best_center_x": "728",
+          "best_center_y": "204"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A tall residential skyscraper stands prominently in the urban riverside skyline, its glass facade gleaming under evening lighting with illuminated windows reflecting in the calm water below.",
+              "The camera begins to tilt upward, capturing the full height of the tall residential skyscraper as it rises above surrounding structures, still visible against the twilight sky, as the camera continues to tilt up.",
+              "Continuing the upward tilt, the view moves beyond the building's peak, and the subject is no longer visible in the frame, as the camera continues to tilt up.",
+              "The camera starts to tilt downward, returning toward the original area along the riverside, gradually revealing the urban landscape once again, as the camera continues to tilt down.",
+              "As the camera completes its downward tilt, the tall residential skyscraper reappears clearly in view, its architectural details and illuminated windows reflected in the water, as the camera continues to tilt down."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:31:17",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "tall residential skyscraper",
+            "core_attributes": [
+              "high-rise building",
+              "glass facade",
+              "illuminated windows"
+            ],
+            "scene_context": [
+              "urban riverside skyline",
+              "evening lighting",
+              "reflected in water"
+            ],
+            "must_keep": [
+              "focus on the building's architectural details",
+              "maintain visibility of its height and position relative to other structures"
+            ],
+            "must_avoid": [
+              "describing the mask color",
+              "mentioning artificial overlays"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "tilt up",
+            "return": "tilt down"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"tall residential skyscraper\",\n  \"core_attributes\": [\"high-rise building\", \"glass facade\", \"illuminated windows\"],\n  \"scene_context\": [\"urban riverside skyline\", \"evening lighting\", \"reflected in water\"],\n  \"must_keep\": [\"focus on the building's architectural details\", \"maintain visibility of its height and position relative to other structures\"],\n  \"must_avoid\": [\"describing the mask color\", \"mentioning artificial overlays\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A tall residential skyscraper stands prominently in the urban riverside skyline, its glass facade gleaming under evening lighting with illuminated windows reflecting in the calm water below.\",\n    \"20-40%: The camera begins to tilt upward, capturing the full height of the tall residential skyscraper as it rises above surrounding structures, still visible against the twilight sky.\",\n    \"40-60%: Continuing the upward tilt, the view moves beyond the building's peak, and the tall residential skyscraper is no longer visible in the frame.\",\n    \"60-80%: The camera starts to tilt downward, returning toward the original area along the riverside, gradually revealing the urban landscape once again.\",\n    \"80-100%: As the camera completes its downward tilt, the tall residential skyscraper reappears clearly in view, its architectural details and illuminated windows reflected in the water.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_108_9395d30a",
+      "sample_id": "sample_108_9395d30a",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_108_9395d30a",
+        "instance_id": "vobj_sample_108_9395d30a",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_108_9395d30a",
+        "original_task_id": "sample_108_9395d30a",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_108_9395d30a_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_108_9395d30a/first_frame.png",
+          "source_caption": "A calm urban waterfront features a paved walkway bordered by grassy areas, trees, and modern buildings, under overcast skies that soften the light and enhance the peaceful atmosphere.",
+          "best_center_x": "430",
+          "best_center_y": "147"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A high-rise residential building with a modern architectural design and curved glass facade stands prominently along the urban waterfront, its multiple stories reflecting the overcast sky.",
+              "The camera begins to pan right, gradually moving away from the high-rise residential building while still capturing its sleek structure against the backdrop of the pedestrian walkway and nearby park.",
+              "As the pan continues to the right, the subject is now fully out of frame, leaving only the marina and open water in view, as the camera continues to pan right.",
+              "The camera starts to pan left, returning toward the original area with the urban waterfront and surrounding greenery coming back into sight.",
+              "The high-rise residential building reappears clearly in the frame, its curved glass facade and modern architecture once again visible alongside the pedestrian walkway and park, as the camera continues to pan left."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:31:31",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "high-rise residential building",
+            "core_attributes": [
+              "modern architecture",
+              "curved glass facade",
+              "multiple stories"
+            ],
+            "scene_context": [
+              "urban waterfront setting",
+              "adjacent to pedestrian walkway",
+              "near park and marina"
+            ],
+            "must_keep": [
+              "focus on the building's architectural details",
+              "maintain context of surrounding environment"
+            ],
+            "must_avoid": [
+              "mentioning the colored mask",
+              "describing the mask's color or shape"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "pan right",
+            "return": "pan left"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"high-rise residential building\",\n  \"core_attributes\": [\"modern architecture\", \"curved glass facade\", \"multiple stories\"],\n  \"scene_context\": [\"urban waterfront setting\", \"adjacent to pedestrian walkway\", \"near park and marina\"],\n  \"must_keep\": [\"focus on the building's architectural details\", \"maintain context of surrounding environment\"],\n  \"must_avoid\": [\"mentioning the colored mask\", \"describing the mask's color or shape\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A high-rise residential building with a modern architectural design and curved glass facade stands prominently along the urban waterfront, its multiple stories reflecting the overcast sky.\",\n    \"20-40%: The camera begins to pan right, gradually moving away from the high-rise residential building while still capturing its sleek structure against the backdrop of the pedestrian walkway and nearby park.\",\n    \"40-60%: As the pan continues to the right, the high-rise residential building is now fully out of frame, leaving only the marina and open water in view.\",\n    \"60-80%: The camera starts to pan left, returning toward the original area with the urban waterfront and surrounding greenery coming back into sight.\",\n    \"80-100%: The high-rise residential building reappears clearly in the frame, its curved glass facade and modern architecture once again visible alongside the pedestrian walkway and park.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_111_b01d8bdb",
+      "sample_id": "sample_111_b01d8bdb",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_111_b01d8bdb",
+        "instance_id": "vobj_sample_111_b01d8bdb",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_111_b01d8bdb",
+        "original_task_id": "sample_111_b01d8bdb",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_111_b01d8bdb_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_111_b01d8bdb/first_frame.png",
+          "source_caption": "A serene harbor with colorful buildings, a calm ferry, and lush greenery bathed in golden light, evoking peacefulness and natural beauty.",
+          "best_center_x": "732",
+          "best_center_y": "543"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A clear view of the stone dock structure at the harbor edge, featuring its rectangular form, weathered stone surface, and metal railings adjacent to a red railing near the water access point.",
+              "The camera begins to pan left, showing the stone dock structure still visible as it moves toward the edge of the frame, maintaining its spatial relationship with the surrounding elements.",
+              "Continuing the leftward pan, the subject is now fully out of frame, no longer visible in the scene, as the camera continues to pan left.",
+              "The camera starts panning right, returning toward the original area where the harbor edge and nearby structures come back into view.",
+              "The stone dock structure reappears clearly in the frame, once again showing its rectangular shape, weathered stone texture, and metal railings near the water access point, as the camera continues to pan right."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:31:44",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "stone dock structure",
+            "core_attributes": [
+              "rectangular",
+              "weathered stone",
+              "metal railings"
+            ],
+            "scene_context": [
+              "harbor edge",
+              "adjacent to red railing",
+              "near water access point"
+            ],
+            "must_keep": [
+              "focus on structural details",
+              "maintain spatial relationship with surrounding elements"
+            ],
+            "must_avoid": [
+              "mentioning the mask color",
+              "describing non-existent colors"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "pan left",
+            "return": "pan right"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"stone dock structure\",\n  \"core_attributes\": [\"rectangular\", \"weathered stone\", \"metal railings\"],\n  \"scene_context\": [\"harbor edge\", \"adjacent to red railing\", \"near water access point\"],\n  \"must_keep\": [\"focus on structural details\", \"maintain spatial relationship with surrounding elements\"],\n  \"must_avoid\": [\"mentioning the mask color\", \"describing non-existent colors\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A clear view of the stone dock structure at the harbor edge, featuring its rectangular form, weathered stone surface, and metal railings adjacent to a red railing near the water access point.\",\n    \"20-40%: The camera begins to pan left, showing the stone dock structure still visible as it moves toward the edge of the frame, maintaining its spatial relationship with the surrounding elements.\",\n    \"40-60%: Continuing the leftward pan, the stone dock structure is now fully out of frame, no longer visible in the scene.\",\n    \"60-80%: The camera starts panning right, returning toward the original area where the harbor edge and nearby structures come back into view.\",\n    \"80-100%: The stone dock structure reappears clearly in the frame, once again showing its rectangular shape, weathered stone texture, and metal railings near the water access point.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_112_7c70f8f6",
+      "sample_id": "sample_112_7c70f8f6",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_112_7c70f8f6",
+        "instance_id": "vobj_sample_112_7c70f8f6",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_112_7c70f8f6",
+        "original_task_id": "sample_112_7c70f8f6",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_112_7c70f8f6_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_112_7c70f8f6/first_frame.png",
+          "source_caption": "A bright, organized refrigerator shelf displays fresh produce in clear containers, evoking a clean, health-conscious kitchen environment.",
+          "best_center_x": "822",
+          "best_center_y": "215"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A clear glass container holds fresh, green parsley on a refrigerator shelf, surrounded by other produce in an organized display.",
+              "The camera begins to pan right, keeping the parsley visible as it moves toward the edge of the frame.",
+              "Continuing the pan right, the subject is now fully out of frame and no longer visible.",
+              "The camera starts to pan left, returning toward the original area of the refrigerator shelf.",
+              "As the camera continues panning left, the same glass container with fresh, green parsley comes back into clear view."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:31:56",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "parsley",
+            "core_attributes": [
+              "green",
+              "leafy",
+              "fresh"
+            ],
+            "scene_context": [
+              "refrigerator shelf",
+              "stored with other produce",
+              "in a glass container"
+            ],
+            "must_keep": [
+              "keep in focus during camera movement",
+              "maintain visibility until fully out of frame"
+            ],
+            "must_avoid": [
+              "obscure with other objects",
+              "move too quickly to lose tracking"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "pan right",
+            "return": "pan left"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"parsley\",\n  \"core_attributes\": [\"green\", \"leafy\", \"fresh\"],\n  \"scene_context\": [\"refrigerator shelf\", \"stored with other produce\", \"in a glass container\"],\n  \"must_keep\": [\"keep in focus during camera movement\", \"maintain visibility until fully out of frame\"],\n  \"must_avoid\": [\"obscure with other objects\", \"move too quickly to lose tracking\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A clear glass container holds fresh, green parsley on a refrigerator shelf, surrounded by other produce in an organized display.\",\n    \"20-40%: The camera begins to pan right, keeping the parsley visible as it moves toward the edge of the frame.\",\n    \"40-60%: Continuing the pan right, the parsley is now fully out of frame and no longer visible.\",\n    \"60-80%: The camera starts to pan left, returning toward the original area of the refrigerator shelf.\",\n    \"80-100%: As the camera continues panning left, the same glass container with fresh, green parsley comes back into clear view.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_114_89bf496c",
+      "sample_id": "sample_114_89bf496c",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_114_89bf496c",
+        "instance_id": "vobj_sample_114_89bf496c",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_114_89bf496c",
+        "original_task_id": "sample_114_89bf496c",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_114_89bf496c_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_114_89bf496c/first_frame.png",
+          "source_caption": "A surreal city street at daytime, lined with pedestrians, a bus stop, and food carts, under an ethereal color palette that contrasts with the lively urban activity.",
+          "best_center_x": "824",
+          "best_center_y": "92"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A tall skyscraper with a glass facade and modern architecture stands prominently in the urban cityscape, visible near a pedestrian crossing and a bus stop.",
+              "The camera begins to tilt down, moving away from the skyscraper, which remains visible but gradually lowers in the frame.",
+              "The camera continues tilting down, and the subject is now fully out of frame, no longer visible in the shot.",
+              "The camera starts to tilt up, returning toward the original area of the cityscape.",
+              "As the camera completes its upward tilt, the same skyscraper is clearly visible again, maintaining its position relative to surrounding buildings, as the camera continues to tilt up."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:32:09",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "skyscraper",
+            "core_attributes": [
+              "tall",
+              "glass facade",
+              "modern architecture"
+            ],
+            "scene_context": [
+              "urban cityscape",
+              "pedestrian crossing",
+              "near bus stop"
+            ],
+            "must_keep": [
+              "focus on the building's structure",
+              "include its position relative to surrounding buildings"
+            ],
+            "must_avoid": [
+              "mentioning the green overlay",
+              "describing colors not present in Image 1"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "tilt down",
+            "return": "tilt up"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"skyscraper\",\n  \"core_attributes\": [\"tall\", \"glass facade\", \"modern architecture\"],\n  \"scene_context\": [\"urban cityscape\", \"pedestrian crossing\", \"near bus stop\"],\n  \"must_keep\": [\"focus on the building's structure\", \"include its position relative to surrounding buildings\"],\n  \"must_avoid\": [\"mentioning the green overlay\", \"describing colors not present in Image 1\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A tall skyscraper with a glass facade and modern architecture stands prominently in the urban cityscape, visible near a pedestrian crossing and a bus stop.\",\n    \"20-40%: The camera begins to tilt down, moving away from the skyscraper, which remains visible but gradually lowers in the frame.\",\n    \"40-60%: The camera continues tilting down, and the skyscraper is now fully out of frame, no longer visible in the shot.\",\n    \"60-80%: The camera starts to tilt up, returning toward the original area of the cityscape.\",\n    \"80-100%: As the camera completes its upward tilt, the same skyscraper is clearly visible again, maintaining its position relative to surrounding buildings.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_115_b7816bd8",
+      "sample_id": "sample_115_b7816bd8",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_115_b7816bd8",
+        "instance_id": "vobj_sample_115_b7816bd8",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_115_b7816bd8",
+        "original_task_id": "sample_115_b7816bd8",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_115_b7816bd8_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_115_b7816bd8/first_frame.png",
+          "source_caption": "A sleek, sunlit modern bedroom features a minimalist design, large bed, and expansive patio with tropical greenery, evoking calm sophistication and high-end living.",
+          "best_center_x": "748",
+          "best_center_y": "371"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A tall, dark brown wardrobe with sliding doors stands clearly visible next to the bed in a modern bedroom, part of a minimalist design.",
+              "The camera begins to pan left, moving away from the wardrobe, which remains partially visible in the frame.",
+              "As the pan continues left, the subject is now fully out of frame and no longer visible, as the camera continues to pan left.",
+              "The camera starts to pan right, returning toward the original area of the bedroom.",
+              "The camera completes its rightward pan, bringing the same tall, dark brown wardrobe back into clear view beside the bed, as the camera continues to pan right. The same object is visible again."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:32:20",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "wardrobe",
+            "core_attributes": [
+              "dark brown",
+              "tall",
+              "sliding doors"
+            ],
+            "scene_context": [
+              "modern bedroom",
+              "next to bed",
+              "part of minimalist design"
+            ],
+            "must_keep": [
+              "focus on wardrobe structure",
+              "maintain visibility of full height"
+            ],
+            "must_avoid": [
+              "mentioning color overlay",
+              "describing mask as part of object"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "pan left",
+            "return": "pan right"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"wardrobe\",\n  \"core_attributes\": [\"dark brown\", \"tall\", \"sliding doors\"],\n  \"scene_context\": [\"modern bedroom\", \"next to bed\", \"part of minimalist design\"],\n  \"must_keep\": [\"focus on wardrobe structure\", \"maintain visibility of full height\"],\n  \"must_avoid\": [\"mentioning color overlay\", \"describing mask as part of object\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A tall, dark brown wardrobe with sliding doors stands clearly visible next to the bed in a modern bedroom, part of a minimalist design.\",\n    \"20-40%: The camera begins to pan left, moving away from the wardrobe, which remains partially visible in the frame.\",\n    \"40-60%: As the pan continues left, the wardrobe is now fully out of frame and no longer visible.\",\n    \"60-80%: The camera starts to pan right, returning toward the original area of the bedroom.\",\n    \"80-100%: The camera completes its rightward pan, bringing the same tall, dark brown wardrobe back into clear view beside the bed.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_125_c1006803",
+      "sample_id": "sample_125_c1006803",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_125_c1006803",
+        "instance_id": "vobj_sample_125_c1006803",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_125_c1006803",
+        "original_task_id": "sample_125_c1006803",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_125_c1006803_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_125_c1006803/first_frame.png",
+          "source_caption": "A quiet rural scene features a stone cottage with dormer windows, surrounded by a stone wall, hedges, and a parked car under an overcast sky, evoking a peaceful, rustic atmosphere.",
+          "best_center_x": "774",
+          "best_center_y": "272"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A quiet rural scene reveals a stone cottage with a light-colored stone exterior, dark tiled roof, and dormer windows, surrounded by stone walls, hedges, and a garden under an overcast sky.",
+              "The camera begins to pan right, keeping the stone cottage in view as it moves away from the original position, still showing the surrounding gate and garden.",
+              "Continuing the pan right, the subject is now fully out of frame, leaving only the stone walls and hedges visible in the rural landscape.",
+              "The camera starts to pan left, returning toward the original area, gradually bringing back elements of the rural setting and approaching the location of the cottage.",
+              "As the camera completes its leftward pan, the stone cottage reappears clearly in view, with its light-colored stone exterior, dark tiled roof, and dormer windows once again visible, as the camera continues to pan left."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:32:33",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "stone cottage",
+            "core_attributes": [
+              "light-colored stone exterior",
+              "dark tiled roof",
+              "dormer windows"
+            ],
+            "scene_context": [
+              "rural setting",
+              "surrounded by stone walls and hedges",
+              "overcast sky"
+            ],
+            "must_keep": [
+              "focus on the cottage structure",
+              "include surrounding features like gate and garden"
+            ],
+            "must_avoid": [
+              "mentioning the colored overlay",
+              "describing the mask as part of the object"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "pan right",
+            "return": "pan left"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"stone cottage\",\n  \"core_attributes\": [\"light-colored stone exterior\", \"dark tiled roof\", \"dormer windows\"],\n  \"scene_context\": [\"rural setting\", \"surrounded by stone walls and hedges\", \"overcast sky\"],\n  \"must_keep\": [\"focus on the cottage structure\", \"include surrounding features like gate and garden\"],\n  \"must_avoid\": [\"mentioning the colored overlay\", \"describing the mask as part of the object\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A quiet rural scene reveals a stone cottage with a light-colored stone exterior, dark tiled roof, and dormer windows, surrounded by stone walls, hedges, and a garden under an overcast sky.\",\n    \"20-40%: The camera begins to pan right, keeping the stone cottage in view as it moves away from the original position, still showing the surrounding gate and garden.\",\n    \"40-60%: Continuing the pan right, the stone cottage is now fully out of frame, leaving only the stone walls and hedges visible in the rural landscape.\",\n    \"60-80%: The camera starts to pan left, returning toward the original area, gradually bringing back elements of the rural setting and approaching the location of the cottage.\",\n    \"80-100%: As the camera completes its leftward pan, the stone cottage reappears clearly in view, with its light-colored stone exterior, dark tiled roof, and dormer windows once again visible.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_131_c6c5db65",
+      "sample_id": "sample_131_c6c5db65",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_131_c6c5db65",
+        "instance_id": "vobj_sample_131_c6c5db65",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_131_c6c5db65",
+        "original_task_id": "sample_131_c6c5db65",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_131_c6c5db65_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_131_c6c5db65/first_frame.png",
+          "source_caption": "A quiet winter cemetery features snow-laden trees, buried gravestones, and a narrow cleared path under an overcast sky, evoking a solemn and peaceful atmosphere.",
+          "best_center_x": "742",
+          "best_center_y": "237"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A tall, snow-covered evergreen tree stands prominently in the winter cemetery, its coniferous branches heavy with snow and surrounded by gravestones under an overcast sky.",
+              "The camera begins to pan left, gradually moving away from the evergreen tree, which remains visible but recedes into the snowy landscape.",
+              "As the camera continues panning left, the subject is now fully out of frame, leaving only the snow-covered ground and distant grave markers in view.",
+              "The camera starts to pan right, returning toward the original area of the cemetery, passing through the quiet, snow-laden scene.",
+              "The camera completes its return pan, bringing the same tall, snow-covered evergreen tree back into clear view, standing beside the gravestones in the serene winter setting, as the camera continues to pan right. The same object is visible again."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:32:46",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "evergreen tree",
+            "core_attributes": [
+              "snow-covered",
+              "coniferous",
+              "tall"
+            ],
+            "scene_context": [
+              "winter cemetery",
+              "snowy landscape",
+              "grave markers nearby"
+            ],
+            "must_keep": [
+              "focus on the tree's natural appearance",
+              "maintain spatial relationship to surrounding gravestones"
+            ],
+            "must_avoid": [
+              "referring to the mask",
+              "describing artificial colors"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "pan left",
+            "return": "pan right"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"evergreen tree\",\n  \"core_attributes\": [\"snow-covered\", \"coniferous\", \"tall\"],\n  \"scene_context\": [\"winter cemetery\", \"snowy landscape\", \"grave markers nearby\"],\n  \"must_keep\": [\"focus on the tree's natural appearance\", \"maintain spatial relationship to surrounding gravestones\"],\n  \"must_avoid\": [\"referring to the mask\", \"describing artificial colors\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A tall, snow-covered evergreen tree stands prominently in the winter cemetery, its coniferous branches heavy with snow and surrounded by gravestones under an overcast sky.\",\n    \"20-40%: The camera begins to pan left, gradually moving away from the evergreen tree, which remains visible but recedes into the snowy landscape.\",\n    \"40-60%: As the camera continues panning left, the evergreen tree is now fully out of frame, leaving only the snow-covered ground and distant grave markers in view.\",\n    \"60-80%: The camera starts to pan right, returning toward the original area of the cemetery, passing through the quiet, snow-laden scene.\",\n    \"80-100%: The camera completes its return pan, bringing the same tall, snow-covered evergreen tree back into clear view, standing beside the gravestones in the serene winter setting.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_133_184e592a",
+      "sample_id": "sample_133_184e592a",
+      "mask_object_id": "O1",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_133_184e592a",
+        "instance_id": "vobj_sample_133_184e592a",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_133_184e592a",
+        "original_task_id": "sample_133_184e592a",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_133_184e592a_O1.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_133_184e592a/first_frame.png",
+          "source_caption": "A sleek, modern room features a large mirrored wall reflecting framed art, glassware, and decorative objects, set against bright lighting that enhances the space's refined ambiance.",
+          "best_center_x": "578",
+          "best_center_y": "75"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A tall, leafy indoor plant stands near the corner of the room, its green foliage clearly visible in front of the mirrored wall, partially obscuring the reflection.",
+              "The camera begins to tilt upward, moving away from the indoor plant, which remains visible but gradually shifts out of view as the angle rises, as the camera continues to tilt up.",
+              "The camera continues tilting up, and the object is now fully out of frame, no longer visible in the shot.",
+              "The camera starts to tilt downward, returning toward the original area where the indoor plant was initially positioned, as the camera continues to tilt down.",
+              "As the camera completes its downward tilt, the same tall, leafy indoor plant comes back into clear view, standing near the corner with its green leaves and structure fully visible again, as the camera continues to tilt down."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:32:58",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "indoor plant",
+            "core_attributes": [
+              "leafy",
+              "green",
+              "tall"
+            ],
+            "scene_context": [
+              "near the corner of the room",
+              "in front of the mirrored wall",
+              "partially obscuring the reflection"
+            ],
+            "must_keep": [
+              "focus on the plant's natural form",
+              "maintain visibility of its leaves and structure"
+            ],
+            "must_avoid": [
+              "describing the mask color",
+              "referring to the overlay as part of the object"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O1",
+          "camera_plan": {
+            "departure": "tilt up",
+            "return": "tilt down"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"indoor plant\",\n  \"core_attributes\": [\"leafy\", \"green\", \"tall\"],\n  \"scene_context\": [\"near the corner of the room\", \"in front of the mirrored wall\", \"partially obscuring the reflection\"],\n  \"must_keep\": [\"focus on the plant's natural form\", \"maintain visibility of its leaves and structure\"],\n  \"must_avoid\": [\"describing the mask color\", \"referring to the overlay as part of the object\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A tall, leafy indoor plant stands near the corner of the room, its green foliage clearly visible in front of the mirrored wall, partially obscuring the reflection.\",\n    \"20-40%: The camera begins to tilt upward, moving away from the indoor plant, which remains visible but gradually shifts out of view as the angle rises.\",\n    \"40-60%: The camera continues tilting up, and the object is now fully out of frame, no longer visible in the shot.\",\n    \"60-80%: The camera starts to tilt downward, returning toward the original area where the indoor plant was initially positioned.\",\n    \"80-100%: As the camera completes its downward tilt, the same tall, leafy indoor plant comes back into clear view, standing near the corner with its green leaves and structure fully visible again.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_134_61117412",
+      "sample_id": "sample_134_61117412",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_134_61117412",
+        "instance_id": "vobj_sample_134_61117412",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_134_61117412",
+        "original_task_id": "sample_134_61117412",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_134_61117412_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_134_61117412/first_frame.png",
+          "source_caption": "A snow-dusted urban scene under a blue sky features gray and white apartment buildings, bare trees, and a bright atmosphere.",
+          "best_center_x": "369",
+          "best_center_y": "150"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A clear view of the apartment building stands tall in the urban residential area, its multi-story structure featuring a gray and white facade with balconies that have green railings, surrounded by bare trees and snow on the ground.",
+              "The camera begins to tilt upward, moving away from the apartment building, which remains visible as it ascends into the frame's upper portion against the blue sky, as the camera continues to tilt up.",
+              "The camera continues tilting up, and the subject is now fully out of frame, leaving only the sky and the tops of bare trees visible.",
+              "The camera starts to tilt downward, returning toward the original area, gradually revealing the urban landscape below, as the camera continues to tilt down.",
+              "As the camera completes its downward tilt, the apartment building comes back into full view, clearly showing its multi-story design, gray and white facade, and green-railed balconies amidst the snowy scene, as the camera continues to tilt down."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:33:12",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "apartment building",
+            "core_attributes": [
+              "multi-story",
+              "gray and white facade",
+              "balconies with green railings"
+            ],
+            "scene_context": [
+              "urban residential area",
+              "bare trees in front",
+              "snow on ground"
+            ],
+            "must_keep": [
+              "focus on the building's structure",
+              "include surrounding environment context"
+            ],
+            "must_avoid": [
+              "describing the mask color",
+              "mentioning artificial overlays"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "tilt up",
+            "return": "tilt down"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"apartment building\",\n  \"core_attributes\": [\"multi-story\", \"gray and white facade\", \"balconies with green railings\"],\n  \"scene_context\": [\"urban residential area\", \"bare trees in front\", \"snow on ground\"],\n  \"must_keep\": [\"focus on the building's structure\", \"include surrounding environment context\"],\n  \"must_avoid\": [\"describing the mask color\", \"mentioning artificial overlays\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A clear view of the apartment building stands tall in the urban residential area, its multi-story structure featuring a gray and white facade with balconies that have green railings, surrounded by bare trees and snow on the ground.\",\n    \"20-40%: The camera begins to tilt upward, moving away from the apartment building, which remains visible as it ascends into the frame's upper portion against the blue sky.\",\n    \"40-60%: The camera continues tilting up, and the apartment building is now fully out of frame, leaving only the sky and the tops of bare trees visible.\",\n    \"60-80%: The camera starts to tilt downward, returning toward the original area, gradually revealing the urban landscape below.\",\n    \"80-100%: As the camera completes its downward tilt, the apartment building comes back into full view, clearly showing its multi-story design, gray and white facade, and green-railed balconies amidst the snowy scene.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_139_14b6d128",
+      "sample_id": "sample_139_14b6d128",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_139_14b6d128",
+        "instance_id": "vobj_sample_139_14b6d128",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_139_14b6d128",
+        "original_task_id": "sample_139_14b6d128",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_139_14b6d128_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_139_14b6d128/first_frame.png",
+          "source_caption": "A bustling European city street on a wet, overcast day, lined with classical architecture, holiday decorations, and pedestrians moving through a calm, diffused light.",
+          "best_center_x": "1099",
+          "best_center_y": "242"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A stone building facade stands prominently along the urban street, its gray stone surface and rectangular windows framed by vertical architectural lines under diffused overcast light.",
+              "The camera begins to pan right, moving away from the stone building facade, which remains visible but gradually shifts toward the edge of the frame.",
+              "Continuing the pan right, the building is now fully out of frame, leaving only the adjacent pedestrian walkway and surrounding cityscape in view.",
+              "The camera starts to pan left, returning toward the original area of the urban street, passing by the same historical cityscape elements.",
+              "As the pan left continues, the stone building facade comes back into clear view, its gray stone texture and structural details once again centered in the scene."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:33:27",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "stone building facade",
+            "core_attributes": [
+              "gray stone",
+              "rectangular windows",
+              "vertical architectural lines"
+            ],
+            "scene_context": [
+              "urban street setting",
+              "adjacent to pedestrian walkway",
+              "part of historical cityscape"
+            ],
+            "must_keep": [
+              "maintain focus on the building's texture and structure",
+              "preserve spatial relationship with surrounding elements"
+            ],
+            "must_avoid": [
+              "referencing the green overlay",
+              "describing non-existent colors"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "pan right",
+            "return": "pan left"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"stone building facade\",\n  \"core_attributes\": [\"gray stone\", \"rectangular windows\", \"vertical architectural lines\"],\n  \"scene_context\": [\"urban street setting\", \"adjacent to pedestrian walkway\", \"part of historical cityscape\"],\n  \"must_keep\": [\"maintain focus on the building's texture and structure\", \"preserve spatial relationship with surrounding elements\"],\n  \"must_avoid\": [\"referencing the green overlay\", \"describing non-existent colors\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A stone building facade stands prominently along the urban street, its gray stone surface and rectangular windows framed by vertical architectural lines under diffused overcast light.\",\n    \"20-40%: The camera begins to pan right, moving away from the stone building facade, which remains visible but gradually shifts toward the edge of the frame.\",\n    \"40-60%: Continuing the pan right, the building is now fully out of frame, leaving only the adjacent pedestrian walkway and surrounding cityscape in view.\",\n    \"60-80%: The camera starts to pan left, returning toward the original area of the urban street, passing by the same historical cityscape elements.\",\n    \"80-100%: As the pan left continues, the stone building facade comes back into clear view, its gray stone texture and structural details once again centered in the scene.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_140_c141d12b",
+      "sample_id": "sample_140_c141d12b",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_140_c141d12b",
+        "instance_id": "vobj_sample_140_c141d12b",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_140_c141d12b",
+        "original_task_id": "sample_140_c141d12b",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_140_c141d12b_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_140_c141d12b/first_frame.png",
+          "source_caption": "A massive cargo ship, \"ULTIMA,\" slices through calm, deep-blue waters, its red waterline and gray superstructure contrasting against the industrial blue of the sea under bright daylight.",
+          "best_center_x": "382",
+          "best_center_y": "288"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A red rectangular container is clearly visible in the foreground, stacked among others on the deck of the cargo ship ULTIMA, floating on calm ocean waters.",
+              "The camera begins to pan left, and the red rectangular container remains visible as it moves toward the edge of the frame.",
+              "The camera continues panning left, and the object is now fully out of frame, no longer visible in the scene.",
+              "The camera starts to pan right, returning toward the original area where the container was initially seen.",
+              "As the camera completes its rightward pan, the same red rectangular container is clearly visible again in its original position on the ship's deck, as the camera continues to pan right."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:33:39",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "container",
+            "core_attributes": [
+              "red",
+              "rectangular",
+              "stacked"
+            ],
+            "scene_context": [
+              "cargo ship",
+              "ocean",
+              "shipping container stack"
+            ],
+            "must_keep": [
+              "focus on the container",
+              "identify true color from original image"
+            ],
+            "must_avoid": [
+              "mentioning the mask",
+              "describing the mask color"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "pan left",
+            "return": "pan right"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"container\",\n  \"core_attributes\": [\"red\", \"rectangular\", \"stacked\"],\n  \"scene_context\": [\"cargo ship\", \"ocean\", \"shipping container stack\"],\n  \"must_keep\": [\"focus on the container\", \"identify true color from original image\"],\n  \"must_avoid\": [\"mentioning the mask\", \"describing the mask color\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A red rectangular container is clearly visible in the foreground, stacked among others on the deck of the cargo ship ULTIMA, floating on calm ocean waters.\",\n    \"20-40%: The camera begins to pan left, and the red rectangular container remains visible as it moves toward the edge of the frame.\",\n    \"40-60%: The camera continues panning left, and the object is now fully out of frame, no longer visible in the scene.\",\n    \"60-80%: The camera starts to pan right, returning toward the original area where the container was initially seen.\",\n    \"80-100%: As the camera completes its rightward pan, the same red rectangular container is clearly visible again in its original position on the ship's deck.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_149_e89fc179",
+      "sample_id": "sample_149_e89fc179",
+      "mask_object_id": "O1",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_149_e89fc179",
+        "instance_id": "vobj_sample_149_e89fc179",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_149_e89fc179",
+        "original_task_id": "sample_149_e89fc179",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_149_e89fc179_O1.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_149_e89fc179/first_frame.png",
+          "source_caption": "A sleek, modern living and dining space features a velvet sofa, abstract art, and a glass-topped table under a contemporary chandelier, bathed in natural and ambient light.",
+          "best_center_x": "593",
+          "best_center_y": "294"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A large, colorful abstract painting hangs on the right wall, serving as a dominant visual element in the modern living room, positioned next to a purple sofa.",
+              "The camera begins to pan right, moving away from the abstract painting, which remains visible but gradually shifts toward the edge of the frame.",
+              "Continuing the pan right, the subject is now fully out of frame and no longer visible, leaving only the empty wall and part of the living room in view.",
+              "The camera starts to pan left, returning toward the original area of the room, with the purple sofa coming back into view.",
+              "As the camera completes its leftward pan, the large, colorful abstract painting is clearly visible again on the right wall, still next to the purple sofa, as the camera continues to pan left."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:34:09",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "abstract painting",
+            "core_attributes": [
+              "large",
+              "colorful",
+              "modern"
+            ],
+            "scene_context": [
+              "hanging on the right wall",
+              "next to a purple sofa",
+              "part of the living room decor"
+            ],
+            "must_keep": [
+              "position relative to the sofa",
+              "dominant visual element on the right wall"
+            ],
+            "must_avoid": [
+              "describing the mask color",
+              "referring to the overlay as part of the object"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O1",
+          "camera_plan": {
+            "departure": "pan right",
+            "return": "pan left"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"abstract painting\",\n  \"core_attributes\": [\"large\", \"colorful\", \"modern\"],\n  \"scene_context\": [\"hanging on the right wall\", \"next to a purple sofa\", \"part of the living room decor\"],\n  \"must_keep\": [\"position relative to the sofa\", \"dominant visual element on the right wall\"],\n  \"must_avoid\": [\"describing the mask color\", \"referring to the overlay as part of the object\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A large, colorful abstract painting hangs on the right wall, serving as a dominant visual element in the modern living room, positioned next to a purple sofa.\",\n    \"20-40%: The camera begins to pan right, moving away from the abstract painting, which remains visible but gradually shifts toward the edge of the frame.\",\n    \"40-60%: Continuing the pan right, the abstract painting is now fully out of frame and no longer visible, leaving only the empty wall and part of the living room in view.\",\n    \"60-80%: The camera starts to pan left, returning toward the original area of the room, with the purple sofa coming back into view.\",\n    \"80-100%: As the camera completes its leftward pan, the large, colorful abstract painting is clearly visible again on the right wall, still next to the purple sofa.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_150_96756be0",
+      "sample_id": "sample_150_96756be0",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_150_96756be0",
+        "instance_id": "vobj_sample_150_96756be0",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_150_96756be0",
+        "original_task_id": "sample_150_96756be0",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_150_96756be0_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_150_96756be0/first_frame.png",
+          "source_caption": "A vibrant city street in New York features bright blue skies, green buildings, and a lively atmosphere filled with pedestrians and cyclists.",
+          "best_center_x": "710",
+          "best_center_y": "132"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A tall skyscraper with a glass facade stands prominently in the urban architecture of a bustling city street, surrounded by pedestrians and cyclists.",
+              "The camera begins to pan right, gradually moving away from the skyscraper while it remains visible in the frame.",
+              "As the camera continues panning right, the building is now fully out of frame, leaving only the surrounding commercial district in view.",
+              "The camera starts to pan left, returning toward the original area of the city street.",
+              "The same skyscraper becomes clearly visible again as the camera completes its return motion, maintaining focus on its structure and urban context, as the camera continues to pan left."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:34:21",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "skyscraper",
+            "core_attributes": [
+              "tall",
+              "glass facade",
+              "urban architecture"
+            ],
+            "scene_context": [
+              "city street",
+              "pedestrian area",
+              "commercial district"
+            ],
+            "must_keep": [
+              "focus on the building's structure",
+              "maintain context of surrounding environment"
+            ],
+            "must_avoid": [
+              "mentioning the mask color",
+              "describing non-visible features"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "pan right",
+            "return": "pan left"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"skyscraper\",\n  \"core_attributes\": [\"tall\", \"glass facade\", \"urban architecture\"],\n  \"scene_context\": [\"city street\", \"pedestrian area\", \"commercial district\"],\n  \"must_keep\": [\"focus on the building's structure\", \"maintain context of surrounding environment\"],\n  \"must_avoid\": [\"mentioning the mask color\", \"describing non-visible features\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A tall skyscraper with a glass facade stands prominently in the urban architecture of a bustling city street, surrounded by pedestrians and cyclists.\",\n    \"20-40%: The camera begins to pan right, gradually moving away from the skyscraper while it remains visible in the frame.\",\n    \"40-60%: As the camera continues panning right, the building is now fully out of frame, leaving only the surrounding commercial district in view.\",\n    \"60-80%: The camera starts to pan left, returning toward the original area of the city street.\",\n    \"80-100%: The same skyscraper becomes clearly visible again as the camera completes its return motion, maintaining focus on its structure and urban context.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_153_eae374ab",
+      "sample_id": "sample_153_eae374ab",
+      "mask_object_id": "O1",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_153_eae374ab",
+        "instance_id": "vobj_sample_153_eae374ab",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_153_eae374ab",
+        "original_task_id": "sample_153_eae374ab",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_153_eae374ab_O1.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_153_eae374ab/first_frame.png",
+          "source_caption": "A grand wooden structure with ornate carvings stands under a clear blue sky, exuding serenity and timeless craftsmanship.",
+          "best_center_x": "451",
+          "best_center_y": "141"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A traditional wooden building with alpine architectural style stands under a clear blue sky, featuring a window with a wooden frame, white curtains, and multi-pane glass.",
+              "The camera begins to tilt down, revealing more of the building's lower facade while the window remains visible in the upper portion of the frame.",
+              "As the camera continues tilting down, the subject is no longer visible and fully out of frame.",
+              "The camera starts to tilt up, gradually returning toward the original area of the structure.",
+              "The camera completes its upward tilt, bringing the same window back into clear view with its wooden frame, white curtains, and multi-pane glass clearly visible, as the camera continues to tilt up. The same object is visible again."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:34:33",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "window",
+            "core_attributes": [
+              "wooden frame",
+              "white curtains",
+              "multi-pane glass"
+            ],
+            "scene_context": [
+              "traditional wooden building",
+              "alpine architectural style",
+              "clear blue sky background"
+            ],
+            "must_keep": [
+              "focus on the window's physical features",
+              "use both images to identify true appearance"
+            ],
+            "must_avoid": [
+              "referring to the mask color",
+              "describing the mask as part of the object"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O1",
+          "camera_plan": {
+            "departure": "tilt down",
+            "return": "tilt up"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"window\",\n  \"core_attributes\": [\"wooden frame\", \"white curtains\", \"multi-pane glass\"],\n  \"scene_context\": [\"traditional wooden building\", \"alpine architectural style\", \"clear blue sky background\"],\n  \"must_keep\": [\"focus on the window's physical features\", \"use both images to identify true appearance\"],\n  \"must_avoid\": [\"referring to the mask color\", \"describing the mask as part of the object\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A traditional wooden building with alpine architectural style stands under a clear blue sky, featuring a window with a wooden frame, white curtains, and multi-pane glass.\",\n    \"20-40%: The camera begins to tilt down, revealing more of the building's lower facade while the window remains visible in the upper portion of the frame.\",\n    \"40-60%: As the camera continues tilting down, the window is no longer visible and fully out of frame.\",\n    \"60-80%: The camera starts to tilt up, gradually returning toward the original area of the structure.\",\n    \"80-100%: The camera completes its upward tilt, bringing the same window back into clear view with its wooden frame, white curtains, and multi-pane glass clearly visible.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_154_11880be2",
+      "sample_id": "sample_154_11880be2",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_154_11880be2",
+        "instance_id": "vobj_sample_154_11880be2",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_154_11880be2",
+        "original_task_id": "sample_154_11880be2",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_154_11880be2_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_154_11880be2/first_frame.png",
+          "source_caption": "A quiet, overcast scene features a two-door Ford Bronco parked on a paved lot near a forested area, bathed in soft, muted light that enhances the serene, isolated atmosphere.",
+          "best_center_x": "146",
+          "best_center_y": "430"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A leafy, green bush stands dense and vibrant near a wooden railing, adjacent to a paved path in a quiet garden area.",
+              "The camera begins to pan right, keeping the bush visible as it moves away from the original position.",
+              "the subject is now fully out of frame, with only the surrounding garden and paved path remaining in view, as the camera continues to pan right.",
+              "The camera starts panning left, returning toward the initial area where the bush was first seen.",
+              "The same bush reappears clearly in view, still leafy and green, positioned near the wooden railing and paved path in the garden, as the camera continues to pan left."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:34:46",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "bush",
+            "core_attributes": [
+              "leafy",
+              "green",
+              "dense"
+            ],
+            "scene_context": [
+              "near wooden railing",
+              "adjacent to paved path",
+              "in garden area"
+            ],
+            "must_keep": [
+              "focus on the bush",
+              "maintain context of surrounding garden"
+            ],
+            "must_avoid": [
+              "mentioning the mask",
+              "describing artificial colors"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "pan right",
+            "return": "pan left"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"bush\",\n  \"core_attributes\": [\"leafy\", \"green\", \"dense\"],\n  \"scene_context\": [\"near wooden railing\", \"adjacent to paved path\", \"in garden area\"],\n  \"must_keep\": [\"focus on the bush\", \"maintain context of surrounding garden\"],\n  \"must_avoid\": [\"mentioning the mask\", \"describing artificial colors\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A leafy, green bush stands dense and vibrant near a wooden railing, adjacent to a paved path in a quiet garden area.\",\n    \"20-40%: The camera begins to pan right, keeping the bush visible as it moves away from the original position.\",\n    \"40-60%: The bush is now fully out of frame, with only the surrounding garden and paved path remaining in view.\",\n    \"60-80%: The camera starts panning left, returning toward the initial area where the bush was first seen.\",\n    \"80-100%: The same bush reappears clearly in view, still leafy and green, positioned near the wooden railing and paved path in the garden.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_157_da1a1398",
+      "sample_id": "sample_157_da1a1398",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_157_da1a1398",
+        "instance_id": "vobj_sample_157_da1a1398",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_157_da1a1398",
+        "original_task_id": "sample_157_da1a1398",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_157_da1a1398_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_157_da1a1398/first_frame.png",
+          "source_caption": "A sleek, sunlit living room features high ceilings, modern furniture, and a large window wall framing a lush backyard, exuding sophistication and openness.",
+          "best_center_x": "190",
+          "best_center_y": "297"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "The camera shows a clear full view of the wall art, a large rectangular landscape painting hanging above the fireplace on a white wall in a modern interior setting.",
+              "The camera begins to pan right, moving away from the wall art, which remains visible but gradually shifts toward the edge of the frame.",
+              "Continuing the pan right, the subject is now fully out of frame and no longer visible as the camera focuses on the adjacent space.",
+              "The camera starts to pan left, returning toward the original area where the wall art was initially positioned.",
+              "As the camera continues panning left, the same wall art becomes clearly visible again, centered above the fireplace in the modern living room."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:34:59",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "wall art",
+            "core_attributes": [
+              "large",
+              "rectangular",
+              "landscape painting"
+            ],
+            "scene_context": [
+              "above fireplace",
+              "on white wall",
+              "modern interior decor"
+            ],
+            "must_keep": [
+              "maintain focus on artwork",
+              "ensure full visibility during initial view"
+            ],
+            "must_avoid": [
+              "obscuring the painting with furniture",
+              "changing lighting that alters perception of colors"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "pan right",
+            "return": "pan left"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"wall art\",\n  \"core_attributes\": [\"large\", \"rectangular\", \"landscape painting\"],\n  \"scene_context\": [\"above fireplace\", \"on white wall\", \"modern interior decor\"],\n  \"must_keep\": [\"maintain focus on artwork\", \"ensure full visibility during initial view\"],\n  \"must_avoid\": [\"obscuring the painting with furniture\", \"changing lighting that alters perception of colors\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: The camera shows a clear full view of the wall art, a large rectangular landscape painting hanging above the fireplace on a white wall in a modern interior setting.\",\n    \"20-40%: The camera begins to pan right, moving away from the wall art, which remains visible but gradually shifts toward the edge of the frame.\",\n    \"40-60%: Continuing the pan right, the wall art is now fully out of frame and no longer visible as the camera focuses on the adjacent space.\",\n    \"60-80%: The camera starts to pan left, returning toward the original area where the wall art was initially positioned.\",\n    \"80-100%: As the camera continues panning left, the same wall art becomes clearly visible again, centered above the fireplace in the modern living room.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_158_69a0ad9f",
+      "sample_id": "sample_158_69a0ad9f",
+      "mask_object_id": "O1",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_158_69a0ad9f",
+        "instance_id": "vobj_sample_158_69a0ad9f",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_158_69a0ad9f",
+        "original_task_id": "sample_158_69a0ad9f",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_158_69a0ad9f_O1.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_158_69a0ad9f/first_frame.png",
+          "source_caption": "A serene forest scene features a winding rocky path alongside a clear stream, framed by lush greenery and distant mountain peaks under soft, golden-hour lighting.",
+          "best_center_x": "730",
+          "best_center_y": "306"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A tree branch with green leaves and a woody texture overhangs the forest edge near a stream, partially shading the rocky path below.",
+              "The camera pans right, moving away from the tree branch, which remains visible as it extends into the frame's edge.",
+              "Continuing the pan right, the subject is now fully out of frame, leaving only the forest edge and stream in view.",
+              "The camera begins to pan left, returning toward the original area along the forest path near the stream.",
+              "As the camera continues panning left, the same tree branch reappears clearly, its green leaves and woody texture once again visible above the path."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:35:19",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "tree branch",
+            "core_attributes": [
+              "green leaves",
+              "woody texture",
+              "overhanging"
+            ],
+            "scene_context": [
+              "forest edge",
+              "near stream",
+              "partially shading path"
+            ],
+            "must_keep": [
+              "focus on natural element",
+              "include foliage details"
+            ],
+            "must_avoid": [
+              "background sky",
+              "distant mountains"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O1",
+          "camera_plan": {
+            "departure": "pan right",
+            "return": "pan left"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"tree branch\",\n  \"core_attributes\": [\"green leaves\", \"woody texture\", \"overhanging\"],\n  \"scene_context\": [\"forest edge\", \"near stream\", \"partially shading path\"],\n  \"must_keep\": [\"focus on natural element\", \"include foliage details\"],\n  \"must_avoid\": [\"background sky\", \"distant mountains\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A tree branch with green leaves and a woody texture overhangs the forest edge near a stream, partially shading the rocky path below.\",\n    \"20-40%: The camera pans right, moving away from the tree branch, which remains visible as it extends into the frame's edge.\",\n    \"40-60%: Continuing the pan right, the tree branch is now fully out of frame, leaving only the forest edge and stream in view.\",\n    \"60-80%: The camera begins to pan left, returning toward the original area along the forest path near the stream.\",\n    \"80-100%: As the camera continues panning left, the same tree branch reappears clearly, its green leaves and woody texture once again visible above the path.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_159_8bad098f",
+      "sample_id": "sample_159_8bad098f",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_159_8bad098f",
+        "instance_id": "vobj_sample_159_8bad098f",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_159_8bad098f",
+        "original_task_id": "sample_159_8bad098f",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_159_8bad098f_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_159_8bad098f/first_frame.png",
+          "source_caption": "A quaint village with stone cottages and vibrant gardens, featuring a narrow stone path lined with lush greenery and climbing roses, set under an overcast sky casting a soft, diffused light.",
+          "best_center_x": "385",
+          "best_center_y": "596"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A flowering shrub with dense foliage, red flowers, and green leaves stands prominently beside the garden pathway near a stone cottage, framed by the vibrant garden setting.",
+              "The camera begins to pan left, showing the flowering shrub still visible along the path as it gradually moves out of view.",
+              "As the camera continues panning left, the plant is now fully out of frame, leaving only the empty stretch of the garden pathway in sight.",
+              "The camera starts to pan right, returning toward the original area of the garden pathway and stone cottage surroundings.",
+              "The same flowering shrub reappears clearly in view, positioned beside the path with its dense foliage, red flowers, and green leaves intact, as the camera continues to pan right."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:35:33",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "flowering shrub",
+            "core_attributes": [
+              "dense foliage",
+              "red flowers",
+              "green leaves"
+            ],
+            "scene_context": [
+              "garden pathway",
+              "stone cottage surroundings",
+              "vibrant garden setting"
+            ],
+            "must_keep": [
+              "focus on the plant's natural appearance",
+              "include its position relative to the path"
+            ],
+            "must_avoid": [
+              "mentioning the mask or overlay",
+              "describing artificial colors from the mask"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "pan left",
+            "return": "pan right"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"flowering shrub\",\n  \"core_attributes\": [\"dense foliage\", \"red flowers\", \"green leaves\"],\n  \"scene_context\": [\"garden pathway\", \"stone cottage surroundings\", \"vibrant garden setting\"],\n  \"must_keep\": [\"focus on the plant's natural appearance\", \"include its position relative to the path\"],\n  \"must_avoid\": [\"mentioning the mask or overlay\", \"describing artificial colors from the mask\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A flowering shrub with dense foliage, red flowers, and green leaves stands prominently beside the garden pathway near a stone cottage, framed by the vibrant garden setting.\",\n    \"20-40%: The camera begins to pan left, showing the flowering shrub still visible along the path as it gradually moves out of view.\",\n    \"40-60%: As the camera continues panning left, the plant is now fully out of frame, leaving only the empty stretch of the garden pathway in sight.\",\n    \"60-80%: The camera starts to pan right, returning toward the original area of the garden pathway and stone cottage surroundings.\",\n    \"80-100%: The same flowering shrub reappears clearly in view, positioned beside the path with its dense foliage, red flowers, and green leaves intact.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_162_0add46c6",
+      "sample_id": "sample_162_0add46c6",
+      "mask_object_id": "O1",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_162_0add46c6",
+        "instance_id": "vobj_sample_162_0add46c6",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_162_0add46c6",
+        "original_task_id": "sample_162_0add46c6",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_162_0add46c6_O1.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_162_0add46c6/first_frame.png",
+          "source_caption": "A sleek, brown-hued kitchen inside a vehicle features bright lighting, textured countertops, and modern appliances, with a figure in a striped dress standing at its center.",
+          "best_center_x": "431",
+          "best_center_y": "429"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A stainless steel built-in microwave with a black control panel is clearly visible in the modern kitchen interior of a vehicle, surrounded by sleek cabinetry.",
+              "The camera begins to tilt up, moving away from the microwave, which remains partially visible within the frame.",
+              "As the camera continues tilting upward, the subject is now fully out of frame and no longer visible, as the camera continues to tilt up.",
+              "The camera starts tilting down, returning toward the original area of the kitchen interior.",
+              "The stainless steel built-in microwave with a black control panel is once again clearly visible, framed by the surrounding cabinetry, as the camera continues to tilt down. The same object is visible again."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:35:45",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "microwave",
+            "core_attributes": [
+              "stainless steel",
+              "built-in",
+              "black control panel"
+            ],
+            "scene_context": [
+              "kitchen interior",
+              "vehicle-based",
+              "modern appliances"
+            ],
+            "must_keep": [
+              "focus on microwave",
+              "include surrounding cabinetry"
+            ],
+            "must_avoid": [
+              "mentioning the red mask",
+              "describing non-existent colors"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O1",
+          "camera_plan": {
+            "departure": "tilt up",
+            "return": "tilt down"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"microwave\",\n  \"core_attributes\": [\"stainless steel\", \"built-in\", \"black control panel\"],\n  \"scene_context\": [\"kitchen interior\", \"vehicle-based\", \"modern appliances\"],\n  \"must_keep\": [\"focus on microwave\", \"include surrounding cabinetry\"],\n  \"must_avoid\": [\"mentioning the red mask\", \"describing non-existent colors\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A stainless steel built-in microwave with a black control panel is clearly visible in the modern kitchen interior of a vehicle, surrounded by sleek cabinetry.\",\n    \"20-40%: The camera begins to tilt up, moving away from the microwave, which remains partially visible within the frame.\",\n    \"40-60%: As the camera continues tilting upward, the microwave is now fully out of frame and no longer visible.\",\n    \"60-80%: The camera starts tilting down, returning toward the original area of the kitchen interior.\",\n    \"80-100%: The stainless steel built-in microwave with a black control panel is once again clearly visible, framed by the surrounding cabinetry.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_163_ad4c37db",
+      "sample_id": "sample_163_ad4c37db",
+      "mask_object_id": "O1",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_163_ad4c37db",
+        "instance_id": "vobj_sample_163_ad4c37db",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_163_ad4c37db",
+        "original_task_id": "sample_163_ad4c37db",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_163_ad4c37db_O1.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_163_ad4c37db/first_frame.png",
+          "source_caption": "A quiet city sidewalk on a cloudy day, lined with parked cars, trees, and a mural-covered building, captures the calm rhythm of urban life.",
+          "best_center_x": "1115",
+          "best_center_y": "318"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A gray stone wall with a rock-like texture stands low along the sidewalk, adjacent to a mural-covered building near the entrance.",
+              "The camera begins to tilt down, moving away from the stone wall, which remains visible but gradually recedes from view.",
+              "the subject is now fully out of frame as the camera continues tilting downward, capturing only the pavement and base of nearby structures, as the camera continues to tilt down.",
+              "The camera starts tilting upward, returning toward the original area, revealing urban elements like parked cars and trees once again, as the camera continues to tilt up.",
+              "As the camera completes its upward tilt, the same gray stone wall with a rock-like texture reappears clearly in view, still positioned along the sidewalk near the entrance, as the camera continues to tilt up."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:35:58",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "stone wall",
+            "core_attributes": [
+              "gray",
+              "rock-like texture",
+              "low height"
+            ],
+            "scene_context": [
+              "along sidewalk",
+              "adjacent to building",
+              "near entrance"
+            ],
+            "must_keep": [
+              "maintain focus on wall",
+              "include surrounding urban elements"
+            ],
+            "must_avoid": [
+              "describe mask color",
+              "mention artificial overlay"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O1",
+          "camera_plan": {
+            "departure": "tilt down",
+            "return": "tilt up"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"stone wall\",\n  \"core_attributes\": [\"gray\", \"rock-like texture\", \"low height\"],\n  \"scene_context\": [\"along sidewalk\", \"adjacent to building\", \"near entrance\"],\n  \"must_keep\": [\"maintain focus on wall\", \"include surrounding urban elements\"],\n  \"must_avoid\": [\"describe mask color\", \"mention artificial overlay\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A gray stone wall with a rock-like texture stands low along the sidewalk, adjacent to a mural-covered building near the entrance.\",\n    \"20-40%: The camera begins to tilt down, moving away from the stone wall, which remains visible but gradually recedes from view.\",\n    \"40-60%: The stone wall is now fully out of frame as the camera continues tilting downward, capturing only the pavement and base of nearby structures.\",\n    \"60-80%: The camera starts tilting upward, returning toward the original area, revealing urban elements like parked cars and trees once again.\",\n    \"80-100%: As the camera completes its upward tilt, the same gray stone wall with a rock-like texture reappears clearly in view, still positioned along the sidewalk near the entrance.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_165_9e197338",
+      "sample_id": "sample_165_9e197338",
+      "mask_object_id": "O1",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_165_9e197338",
+        "instance_id": "vobj_sample_165_9e197338",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_165_9e197338",
+        "original_task_id": "sample_165_9e197338",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_165_9e197338_O1.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_165_9e197338/first_frame.png",
+          "source_caption": "A quiet, rain-soaked South Korean street reflects neon lights, with a solitary figure walking under an umbrella amid slow-moving traffic and water-laden trees.",
+          "best_center_x": "823",
+          "best_center_y": "153"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A tall, leafy tree with green foliage stands on the urban sidewalk, its branches swaying gently in the rainy weather amid wet pavement and city buildings.",
+              "The camera tilts up, slowly moving away from the tree, which remains visible against the backdrop of shops and traffic under a gray sky.",
+              "As the camera continues to tilt upward, the subject is now fully out of frame, leaving only the overcast sky and distant rooftops in view, as the camera continues to tilt up.",
+              "The camera begins to tilt down, returning toward the original area along the city street lined with wet pavement and illuminated storefronts.",
+              "The camera completes its downward tilt, bringing the same tall, leafy tree back into clear view, standing firmly on the sidewalk amidst the rain-soaked urban scene, as the camera continues to tilt down. The same object is visible again."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:36:11",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "tree",
+            "core_attributes": [
+              "tall",
+              "leafy",
+              "green foliage"
+            ],
+            "scene_context": [
+              "urban sidewalk",
+              "rainy weather",
+              "city street with shops and traffic"
+            ],
+            "must_keep": [
+              "focus on the tree's natural appearance",
+              "maintain context of wet pavement and surrounding buildings"
+            ],
+            "must_avoid": [
+              "mentioning the red mask",
+              "describing the tree as colored or artificially altered"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O1",
+          "camera_plan": {
+            "departure": "tilt up",
+            "return": "tilt down"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"tree\",\n  \"core_attributes\": [\"tall\", \"leafy\", \"green foliage\"],\n  \"scene_context\": [\"urban sidewalk\", \"rainy weather\", \"city street with shops and traffic\"],\n  \"must_keep\": [\"focus on the tree's natural appearance\", \"maintain context of wet pavement and surrounding buildings\"],\n  \"must_avoid\": [\"mentioning the red mask\", \"describing the tree as colored or artificially altered\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A tall, leafy tree with green foliage stands on the urban sidewalk, its branches swaying gently in the rainy weather amid wet pavement and city buildings.\",\n    \"20-40%: The camera tilts up, slowly moving away from the tree, which remains visible against the backdrop of shops and traffic under a gray sky.\",\n    \"40-60%: As the camera continues to tilt upward, the tree is now fully out of frame, leaving only the overcast sky and distant rooftops in view.\",\n    \"60-80%: The camera begins to tilt down, returning toward the original area along the city street lined with wet pavement and illuminated storefronts.\",\n    \"80-100%: The camera completes its downward tilt, bringing the same tall, leafy tree back into clear view, standing firmly on the sidewalk amidst the rain-soaked urban scene.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_174_a3764c40",
+      "sample_id": "sample_174_a3764c40",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_174_a3764c40",
+        "instance_id": "vobj_sample_174_a3764c40",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_174_a3764c40",
+        "original_task_id": "sample_174_a3764c40",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_174_a3764c40_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_174_a3764c40/first_frame.png",
+          "source_caption": "A tranquil waterfront scene features a white-piered walkway surrounded by village architecture, lush greenery, and soft overcast lighting, evoking a peaceful, picturesque atmosphere.",
+          "best_center_x": "579",
+          "best_center_y": "443"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A small cabin with a white exterior and open doorway stands on a boat deck, its rectangular structure clearly visible under an overcast sky near the water body.",
+              "The camera begins to pan right, showing the small cabin still in view as it moves away from the original position.",
+              "As the pan continues right, the subject is now fully out of frame and no longer visible, as the camera continues to pan right.",
+              "The camera starts to pan left, returning toward the original area where the small cabin was initially seen.",
+              "Continuing the leftward pan, the small cabin reappears in full view, its white exterior and open doorway once again clearly visible on the boat deck, as the camera continues to pan left."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:36:24",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "small cabin",
+            "core_attributes": [
+              "white exterior",
+              "open doorway",
+              "rectangular structure"
+            ],
+            "scene_context": [
+              "on a boat deck",
+              "near water body",
+              "under overcast sky"
+            ],
+            "must_keep": [
+              "focus on the cabin's physical form",
+              "describe based on original image appearance"
+            ],
+            "must_avoid": [
+              "mentioning the green overlay",
+              "describing colors not present in Image 1"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "pan right",
+            "return": "pan left"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"small cabin\",\n  \"core_attributes\": [\"white exterior\", \"open doorway\", \"rectangular structure\"],\n  \"scene_context\": [\"on a boat deck\", \"near water body\", \"under overcast sky\"],\n  \"must_keep\": [\"focus on the cabin's physical form\", \"describe based on original image appearance\"],\n  \"must_avoid\": [\"mentioning the green overlay\", \"describing colors not present in Image 1\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A small cabin with a white exterior and open doorway stands on a boat deck, its rectangular structure clearly visible under an overcast sky near the water body.\",\n    \"20-40%: The camera begins to pan right, showing the small cabin still in view as it moves away from the original position.\",\n    \"40-60%: As the pan continues right, the small cabin is now fully out of frame and no longer visible.\",\n    \"60-80%: The camera starts to pan left, returning toward the original area where the small cabin was initially seen.\",\n    \"80-100%: Continuing the leftward pan, the small cabin reappears in full view, its white exterior and open doorway once again clearly visible on the boat deck.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_175_4b644619",
+      "sample_id": "sample_175_4b644619",
+      "mask_object_id": "O1",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_175_4b644619",
+        "instance_id": "vobj_sample_175_4b644619",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_175_4b644619",
+        "original_task_id": "sample_175_4b644619",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_175_4b644619_O1.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_175_4b644619/first_frame.png",
+          "source_caption": "A quiet, overcast city street features brick buildings, parked cars, and pedestrians crossing at a crosswalk, evoking a calm, wintry urban atmosphere.",
+          "best_center_x": "244",
+          "best_center_y": "122"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A white van is clearly visible, parked along the urban street lined with brick buildings and other parked vehicles.",
+              "The camera begins to pan left, and the white van remains in view as it moves toward the edge of the frame.",
+              "Continuing the pan left, the subject is now fully out of frame and no longer visible.",
+              "The camera starts to pan right, returning toward the original area of the urban street.",
+              "As the camera continues panning right, the same white van becomes clearly visible again, parked in its original position."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:36:36",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "white van",
+            "core_attributes": [
+              "white",
+              "van",
+              "parked"
+            ],
+            "scene_context": [
+              "urban street",
+              "parked vehicles",
+              "brick buildings"
+            ],
+            "must_keep": [
+              "focus on the van",
+              "identify based on Image 1 appearance"
+            ],
+            "must_avoid": [
+              "mentioning the red overlay",
+              "describing color of mask"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O1",
+          "camera_plan": {
+            "departure": "pan left",
+            "return": "pan right"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"white van\",\n  \"core_attributes\": [\"white\", \"van\", \"parked\"],\n  \"scene_context\": [\"urban street\", \"parked vehicles\", \"brick buildings\"],\n  \"must_keep\": [\"focus on the van\", \"identify based on Image 1 appearance\"],\n  \"must_avoid\": [\"mentioning the red overlay\", \"describing color of mask\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A white van is clearly visible, parked along the urban street lined with brick buildings and other parked vehicles.\",\n    \"20-40%: The camera begins to pan left, and the white van remains in view as it moves toward the edge of the frame.\",\n    \"40-60%: Continuing the pan left, the white van is now fully out of frame and no longer visible.\",\n    \"60-80%: The camera starts to pan right, returning toward the original area of the urban street.\",\n    \"80-100%: As the camera continues panning right, the same white van becomes clearly visible again, parked in its original position.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_176_167960e5",
+      "sample_id": "sample_176_167960e5",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_176_167960e5",
+        "instance_id": "vobj_sample_176_167960e5",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_176_167960e5",
+        "original_task_id": "sample_176_167960e5",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_176_167960e5_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_176_167960e5/first_frame.png",
+          "source_caption": "A vibrant city sidewalk during the day, lined with glass-fronted stores and towering buildings, bustling with masked pedestrians under a clear blue sky.",
+          "best_center_x": "102",
+          "best_center_y": "389"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A vibrant city sidewalk during the day, lined with glass-fronted stores and towering buildings, features a striking wall mural with graphic design elements in green and white colors, depicting New York City landmarks.",
+              "The camera begins to tilt down, moving away from the wall mural, which remains visible as pedestrians walk past the storefront window in the urban street environment.",
+              "As the camera continues tilting down, the subject is now fully out of frame, leaving only the pavement and lower parts of the buildings in view.",
+              "The camera starts tilting up, returning toward the original area, gradually revealing more of the urban street scene and the surrounding architecture.",
+              "The camera completes its upward tilt, bringing the wall mural back into clear view, showcasing its artistic style and the detailed graphic design of New York City landmarks in green and white colors, as the camera continues to tilt up. The same object is visible again."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:36:50",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "wall mural",
+            "core_attributes": [
+              "graphic design",
+              "green and white colors",
+              "New York City landmarks"
+            ],
+            "scene_context": [
+              "city sidewalk",
+              "storefront window",
+              "urban street environment"
+            ],
+            "must_keep": [
+              "focus on the mural's content",
+              "include its artistic style"
+            ],
+            "must_avoid": [
+              "mentioning the green overlay",
+              "describing it as a mask or highlight"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "tilt down",
+            "return": "tilt up"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"wall mural\",\n  \"core_attributes\": [\"graphic design\", \"green and white colors\", \"New York City landmarks\"],\n  \"scene_context\": [\"city sidewalk\", \"storefront window\", \"urban street environment\"],\n  \"must_keep\": [\"focus on the mural's content\", \"include its artistic style\"],\n  \"must_avoid\": [\"mentioning the green overlay\", \"describing it as a mask or highlight\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A vibrant city sidewalk during the day, lined with glass-fronted stores and towering buildings, features a striking wall mural with graphic design elements in green and white colors, depicting New York City landmarks.\",\n    \"20-40%: The camera begins to tilt down, moving away from the wall mural, which remains visible as pedestrians walk past the storefront window in the urban street environment.\",\n    \"40-60%: As the camera continues tilting down, the wall mural is now fully out of frame, leaving only the pavement and lower parts of the buildings in view.\",\n    \"60-80%: The camera starts tilting up, returning toward the original area, gradually revealing more of the urban street scene and the surrounding architecture.\",\n    \"80-100%: The camera completes its upward tilt, bringing the wall mural back into clear view, showcasing its artistic style and the detailed graphic design of New York City landmarks in green and white colors.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_179_06f74930",
+      "sample_id": "sample_179_06f74930",
+      "mask_object_id": "O1",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_179_06f74930",
+        "instance_id": "vobj_sample_179_06f74930",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_179_06f74930",
+        "original_task_id": "sample_179_06f74930",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_179_06f74930_O1.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_179_06f74930/first_frame.png",
+          "source_caption": "A serene mountain village composed of weathered stone buildings with mixed roofing, framed by rustic stonework and bathed in soft daylight under a scattered sky.",
+          "best_center_x": "826",
+          "best_center_y": "636"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A stone wall stands prominently in the foreground, built from stacked stones with a weathered surface, set within a mountain village of traditional stone buildings.",
+              "The camera begins to tilt down, moving away from the stone wall, which remains visible at the edge of the frame as the rustic construction fades into the lower view.",
+              "the subject is now fully out of frame, with the camera continuing its downward tilt, focusing on the ground and surrounding terrain below, as the camera continues to tilt down.",
+              "The camera starts to tilt upward, returning toward the original area, gradually revealing the elevated structures of the mountain village once again, as the camera continues to tilt up.",
+              "The stone wall reappears clearly in view, its stacked stones and weathered surface intact, framed by the surrounding stone buildings and traditional architecture, as the camera continues to tilt up."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:37:02",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "stone wall",
+            "core_attributes": [
+              "stacked stones",
+              "weathered surface",
+              "rustic construction"
+            ],
+            "scene_context": [
+              "mountain village",
+              "stone buildings",
+              "traditional architecture"
+            ],
+            "must_keep": [
+              "focus on stone structure",
+              "maintain context of surrounding buildings"
+            ],
+            "must_avoid": [
+              "mentioning the mask",
+              "describing non-existent colors"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O1",
+          "camera_plan": {
+            "departure": "tilt down",
+            "return": "tilt up"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"stone wall\",\n  \"core_attributes\": [\"stacked stones\", \"weathered surface\", \"rustic construction\"],\n  \"scene_context\": [\"mountain village\", \"stone buildings\", \"traditional architecture\"],\n  \"must_keep\": [\"focus on stone structure\", \"maintain context of surrounding buildings\"],\n  \"must_avoid\": [\"mentioning the mask\", \"describing non-existent colors\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A stone wall stands prominently in the foreground, built from stacked stones with a weathered surface, set within a mountain village of traditional stone buildings.\",\n    \"20-40%: The camera begins to tilt down, moving away from the stone wall, which remains visible at the edge of the frame as the rustic construction fades into the lower view.\",\n    \"40-60%: The stone wall is now fully out of frame, with the camera continuing its downward tilt, focusing on the ground and surrounding terrain below.\",\n    \"60-80%: The camera starts to tilt upward, returning toward the original area, gradually revealing the elevated structures of the mountain village once again.\",\n    \"80-100%: The stone wall reappears clearly in view, its stacked stones and weathered surface intact, framed by the surrounding stone buildings and traditional architecture.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_182_74b804c6",
+      "sample_id": "sample_182_74b804c6",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_182_74b804c6",
+        "instance_id": "vobj_sample_182_74b804c6",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_182_74b804c6",
+        "original_task_id": "sample_182_74b804c6",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_182_74b804c6_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_182_74b804c6/first_frame.png",
+          "source_caption": "A surreal urban street features a towering tree, fallen branches, and a quiet, eerie atmosphere under an altered color palette, evoking a sense of stillness and otherworldly calm.",
+          "best_center_x": "483",
+          "best_center_y": "253"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A thick, bark-covered tree trunk stands vertically on an urban sidewalk near a street intersection, surrounded by fallen branches.",
+              "The camera begins to tilt down, gradually moving away from the tree trunk, which remains visible but receding in view.",
+              "The camera continues tilting downward, and the object is now fully out of frame, no longer visible, as the camera continues to tilt down.",
+              "The camera starts tilting upward, returning toward the original area along the same path, as the camera continues to tilt up.",
+              "As the camera completes its upward tilt, the same tree trunk reappears clearly in view, still standing vertically amid the fallen branches, as the camera continues to tilt up."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:37:14",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "tree trunk",
+            "core_attributes": [
+              "bark-covered",
+              "thick",
+              "vertical"
+            ],
+            "scene_context": [
+              "urban sidewalk",
+              "near street intersection",
+              "surrounded by fallen branches"
+            ],
+            "must_keep": [
+              "focus on the tree trunk",
+              "maintain spatial context with surrounding environment"
+            ],
+            "must_avoid": [
+              "describing the mask color",
+              "mentioning artificial overlays"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "tilt down",
+            "return": "tilt up"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"tree trunk\",\n  \"core_attributes\": [\"bark-covered\", \"thick\", \"vertical\"],\n  \"scene_context\": [\"urban sidewalk\", \"near street intersection\", \"surrounded by fallen branches\"],\n  \"must_keep\": [\"focus on the tree trunk\", \"maintain spatial context with surrounding environment\"],\n  \"must_avoid\": [\"describing the mask color\", \"mentioning artificial overlays\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A thick, bark-covered tree trunk stands vertically on an urban sidewalk near a street intersection, surrounded by fallen branches.\",\n    \"20-40%: The camera begins to tilt down, gradually moving away from the tree trunk, which remains visible but receding in view.\",\n    \"40-60%: The camera continues tilting downward, and the object is now fully out of frame, no longer visible.\",\n    \"60-80%: The camera starts tilting upward, returning toward the original area along the same path.\",\n    \"80-100%: As the camera completes its upward tilt, the same tree trunk reappears clearly in view, still standing vertically amid the fallen branches.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_194_a04d54a4",
+      "sample_id": "sample_194_a04d54a4",
+      "mask_object_id": "O1",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_194_a04d54a4",
+        "instance_id": "vobj_sample_194_a04d54a4",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_194_a04d54a4",
+        "original_task_id": "sample_194_a04d54a4",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_194_a04d54a4_O1.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_194_a04d54a4/first_frame.png",
+          "source_caption": "A modern room features green walls, a marble countertop, and a stylish striped armchair under soft natural light from a window with a potted plant.",
+          "best_center_x": "925",
+          "best_center_y": "217"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A modern room with green walls and soft natural light features a blue and white patterned striped armchair positioned near a window, its high backrest and upholstered design clearly visible.",
+              "The camera begins to tilt down, gradually moving away from the striped armchair, which remains partially visible next to the floor lamp in the modern interior.",
+              "As the camera continues tilting downward, the subject is now fully out of frame, leaving only the lower portion of the room visible, as the camera continues to tilt down.",
+              "The camera starts tilting upward, returning toward the original area of the room, slowly revealing the green walls and the window once again, as the camera continues to tilt up.",
+              "The camera completes its upward tilt, bringing the blue and white patterned striped armchair back into clear view, showcasing its detailed upholstery and position near the window, as the camera continues to tilt up. The same object is visible again."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:37:27",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "striped armchair",
+            "core_attributes": [
+              "blue and white patterned fabric",
+              "high backrest",
+              "upholstered design"
+            ],
+            "scene_context": [
+              "positioned near a window",
+              "next to a floor lamp",
+              "in a modern interior with green walls"
+            ],
+            "must_keep": [
+              "maintain focus on the chair's design details",
+              "ensure visibility of the pattern and color scheme"
+            ],
+            "must_avoid": [
+              "obscuring the chair with other objects",
+              "changing the lighting that affects color perception"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O1",
+          "camera_plan": {
+            "departure": "tilt down",
+            "return": "tilt up"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"striped armchair\",\n  \"core_attributes\": [\"blue and white patterned fabric\", \"high backrest\", \"upholstered design\"],\n  \"scene_context\": [\"positioned near a window\", \"next to a floor lamp\", \"in a modern interior with green walls\"],\n  \"must_keep\": [\"maintain focus on the chair's design details\", \"ensure visibility of the pattern and color scheme\"],\n  \"must_avoid\": [\"obscuring the chair with other objects\", \"changing the lighting that affects color perception\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A modern room with green walls and soft natural light features a blue and white patterned striped armchair positioned near a window, its high backrest and upholstered design clearly visible.\",\n    \"20-40%: The camera begins to tilt down, gradually moving away from the striped armchair, which remains partially visible next to the floor lamp in the modern interior.\",\n    \"40-60%: As the camera continues tilting downward, the striped armchair is now fully out of frame, leaving only the lower portion of the room visible.\",\n    \"60-80%: The camera starts tilting upward, returning toward the original area of the room, slowly revealing the green walls and the window once again.\",\n    \"80-100%: The camera completes its upward tilt, bringing the blue and white patterned striped armchair back into clear view, showcasing its detailed upholstery and position near the window.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_195_707ab0ba",
+      "sample_id": "sample_195_707ab0ba",
+      "mask_object_id": "O1",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_195_707ab0ba",
+        "instance_id": "vobj_sample_195_707ab0ba",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_195_707ab0ba",
+        "original_task_id": "sample_195_707ab0ba",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_195_707ab0ba_O1.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_195_707ab0ba/first_frame.png",
+          "source_caption": "A modern yacht deck at a marina, featuring a woman in a striped jumpsuit against a bright, sunny backdrop, surrounded by sleek interiors and other yachts in a luxurious, relaxed setting.",
+          "best_center_x": "745",
+          "best_center_y": "612"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A modern yacht deck at a marina features a beige upholstered outdoor sofa with an L-shaped design and built-in seating, clearly visible in the center of the frame.",
+              "The camera begins to tilt down, moving away from the outdoor sofa, which remains partially visible as surrounding tables come into view.",
+              "The camera continues tilting downward, and the object is now fully out of frame, no longer visible in the shot, as the camera continues to tilt down.",
+              "The camera starts tilting upward, returning toward the original area of the yacht deck, as the camera continues to tilt up.",
+              "As the camera completes its upward tilt, the same outdoor sofa is clearly visible again, centered in the frame with the surrounding tables still in view, as the camera continues to tilt up."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:37:40",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "outdoor sofa",
+            "core_attributes": [
+              "beige upholstery",
+              "L-shaped design",
+              "built-in seating"
+            ],
+            "scene_context": [
+              "yacht deck",
+              "marina setting",
+              "luxury boat interior"
+            ],
+            "must_keep": [
+              "maintain focus on seating area",
+              "include surrounding tables"
+            ],
+            "must_avoid": [
+              "including the control panel",
+              "focusing on the woman"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O1",
+          "camera_plan": {
+            "departure": "tilt down",
+            "return": "tilt up"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"outdoor sofa\",\n  \"core_attributes\": [\"beige upholstery\", \"L-shaped design\", \"built-in seating\"],\n  \"scene_context\": [\"yacht deck\", \"marina setting\", \"luxury boat interior\"],\n  \"must_keep\": [\"maintain focus on seating area\", \"include surrounding tables\"],\n  \"must_avoid\": [\"including the control panel\", \"focusing on the woman\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A modern yacht deck at a marina features a beige upholstered outdoor sofa with an L-shaped design and built-in seating, clearly visible in the center of the frame.\",\n    \"20-40%: The camera begins to tilt down, moving away from the outdoor sofa, which remains partially visible as surrounding tables come into view.\",\n    \"40-60%: The camera continues tilting downward, and the object is now fully out of frame, no longer visible in the shot.\",\n    \"60-80%: The camera starts tilting upward, returning toward the original area of the yacht deck.\",\n    \"80-100%: As the camera completes its upward tilt, the same outdoor sofa is clearly visible again, centered in the frame with the surrounding tables still in view.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_197_11a826d7",
+      "sample_id": "sample_197_11a826d7",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_197_11a826d7",
+        "instance_id": "vobj_sample_197_11a826d7",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_197_11a826d7",
+        "original_task_id": "sample_197_11a826d7",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_197_11a826d7_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_197_11a826d7/first_frame.png",
+          "source_caption": "A cozy, well-decorated home interior features a sleek white bookshelf filled with books, framed photos, and elegant trinkets under soft, natural lighting.",
+          "best_center_x": "761",
+          "best_center_y": "574"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A cozy home interior showcases a white bookshelf with a framed dog portrait prominently displayed, featuring a wooden frame, a dog painting, and a blue ribbon decoration.",
+              "The camera begins to pan right, moving away from the bookshelf while the framed dog portrait remains visible in the frame.",
+              "Continuing the pan right, the subject is now fully out of frame and no longer visible.",
+              "The camera starts to pan left, returning toward the original area of the bookshelf display.",
+              "As the camera continues panning left, the framed dog portrait is clearly visible again on the bookshelf, with its wooden frame and blue ribbon decoration intact."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:37:52",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "framed dog portrait",
+            "core_attributes": [
+              "wooden frame",
+              "dog painting",
+              "blue ribbon decoration"
+            ],
+            "scene_context": [
+              "bookshelf display",
+              "home interior",
+              "holiday decor"
+            ],
+            "must_keep": [
+              "frame visibility",
+              "dog image clarity"
+            ],
+            "must_avoid": [
+              "obscuring the portrait",
+              "moving too far from shelf"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "pan right",
+            "return": "pan left"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"framed dog portrait\",\n  \"core_attributes\": [\"wooden frame\", \"dog painting\", \"blue ribbon decoration\"],\n  \"scene_context\": [\"bookshelf display\", \"home interior\", \"holiday decor\"],\n  \"must_keep\": [\"frame visibility\", \"dog image clarity\"],\n  \"must_avoid\": [\"obscuring the portrait\", \"moving too far from shelf\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A cozy home interior showcases a white bookshelf with a framed dog portrait prominently displayed, featuring a wooden frame, a dog painting, and a blue ribbon decoration.\",\n    \"20-40%: The camera begins to pan right, moving away from the bookshelf while the framed dog portrait remains visible in the frame.\",\n    \"40-60%: Continuing the pan right, the framed dog portrait is now fully out of frame and no longer visible.\",\n    \"60-80%: The camera starts to pan left, returning toward the original area of the bookshelf display.\",\n    \"80-100%: As the camera continues panning left, the framed dog portrait is clearly visible again on the bookshelf, with its wooden frame and blue ribbon decoration intact.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_206_d43bc900",
+      "sample_id": "sample_206_d43bc900",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_206_d43bc900",
+        "instance_id": "vobj_sample_206_d43bc900",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_206_d43bc900",
+        "original_task_id": "sample_206_d43bc900",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_206_d43bc900_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_206_d43bc900/first_frame.png",
+          "source_caption": "A lively ski resort village under a bright sun, surrounded by snow-capped mountains, features cozy wooden buildings and active skiers in a vibrant alpine setting.",
+          "best_center_x": "905",
+          "best_center_y": "247"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A bright sun illuminates a lively ski resort village nestled in an alpine setting, where a two-story wooden chalet with a snow-covered roof stands prominently among snow-capped mountains.",
+              "The camera begins to tilt down, revealing skiers gliding past barriers near the wooden chalet, which remains visible as the scene shifts downward.",
+              "Continuing the downward tilt, the subject is now fully out of frame, leaving only the snowy ground and distant skiers in view, as the camera continues to tilt down.",
+              "The camera starts to tilt upward, moving back toward the original area of the ski resort village, gradually revealing the mountainous backdrop, as the camera continues to tilt up.",
+              "As the camera completes its upward tilt, the same two-story wooden chalet with a snow-covered roof comes clearly back into view, surrounded by skiers and alpine scenery, as the camera continues to tilt up."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:38:06",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "wooden chalet",
+            "core_attributes": [
+              "two-story",
+              "wooden exterior",
+              "snow-covered roof"
+            ],
+            "scene_context": [
+              "ski resort village",
+              "alpine setting",
+              "surrounded by snow-capped mountains"
+            ],
+            "must_keep": [
+              "maintain focus on the building's architectural features",
+              "include surrounding skiers and barriers for context"
+            ],
+            "must_avoid": [
+              "mentioning the colored mask",
+              "describing the object as green or artificially highlighted"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "tilt down",
+            "return": "tilt up"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"wooden chalet\",\n  \"core_attributes\": [\"two-story\", \"wooden exterior\", \"snow-covered roof\"],\n  \"scene_context\": [\"ski resort village\", \"alpine setting\", \"surrounded by snow-capped mountains\"],\n  \"must_keep\": [\"maintain focus on the building's architectural features\", \"include surrounding skiers and barriers for context\"],\n  \"must_avoid\": [\"mentioning the colored mask\", \"describing the object as green or artificially highlighted\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A bright sun illuminates a lively ski resort village nestled in an alpine setting, where a two-story wooden chalet with a snow-covered roof stands prominently among snow-capped mountains.\",\n    \"20-40%: The camera begins to tilt down, revealing skiers gliding past barriers near the wooden chalet, which remains visible as the scene shifts downward.\",\n    \"40-60%: Continuing the downward tilt, the wooden chalet is now fully out of frame, leaving only the snowy ground and distant skiers in view.\",\n    \"60-80%: The camera starts to tilt upward, moving back toward the original area of the ski resort village, gradually revealing the mountainous backdrop.\",\n    \"80-100%: As the camera completes its upward tilt, the same two-story wooden chalet with a snow-covered roof comes clearly back into view, surrounded by skiers and alpine scenery.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_209_b7a80278",
+      "sample_id": "sample_209_b7a80278",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_209_b7a80278",
+        "instance_id": "vobj_sample_209_b7a80278",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_209_b7a80278",
+        "original_task_id": "sample_209_b7a80278",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_209_b7a80278_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_209_b7a80278/first_frame.png",
+          "source_caption": "A serene alpine village nestled among towering peaks, featuring a weathered barn, a curved road, and a clear blue sky, evoking peaceful isolation and natural beauty.",
+          "best_center_x": "297",
+          "best_center_y": "232"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A serene alpine village nestles among towering peaks, with a rugged mountain slope rising steeply behind a weathered barn, its rocky terrain and forest-covered incline clearly visible.",
+              "The camera begins to tilt down, gradually moving away from the mountain slope, which remains partially visible as the view shifts toward the lower landscape.",
+              "the subject is now fully out of frame, with the camera continuing its downward tilt, focusing on the pastoral valley below, as the camera continues to tilt down.",
+              "The camera starts to tilt up, returning toward the original area, capturing the surrounding peaks and the alpine village once again.",
+              "As the camera continues tilting upward, the mountain slope reappears in full view, its rocky terrain and forest-covered surface clearly visible beside the barn, as the camera continues to tilt up."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:38:19",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "mountain slope",
+            "core_attributes": [
+              "rocky terrain",
+              "forest-covered",
+              "steep incline"
+            ],
+            "scene_context": [
+              "alpine village",
+              "surrounding peaks",
+              "pastoral landscape"
+            ],
+            "must_keep": [
+              "focus on natural topography",
+              "maintain spatial relationship with barn"
+            ],
+            "must_avoid": [
+              "describing the mask",
+              "mentioning artificial coloration"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "tilt down",
+            "return": "tilt up"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"mountain slope\",\n  \"core_attributes\": [\"rocky terrain\", \"forest-covered\", \"steep incline\"],\n  \"scene_context\": [\"alpine village\", \"surrounding peaks\", \"pastoral landscape\"],\n  \"must_keep\": [\"focus on natural topography\", \"maintain spatial relationship with barn\"],\n  \"must_avoid\": [\"describing the mask\", \"mentioning artificial coloration\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A serene alpine village nestles among towering peaks, with a rugged mountain slope rising steeply behind a weathered barn, its rocky terrain and forest-covered incline clearly visible.\",\n    \"20-40%: The camera begins to tilt down, gradually moving away from the mountain slope, which remains partially visible as the view shifts toward the lower landscape.\",\n    \"40-60%: The mountain slope is now fully out of frame, with the camera continuing its downward tilt, focusing on the pastoral valley below.\",\n    \"60-80%: The camera starts to tilt up, returning toward the original area, capturing the surrounding peaks and the alpine village once again.\",\n    \"80-100%: As the camera continues tilting upward, the mountain slope reappears in full view, its rocky terrain and forest-covered surface clearly visible beside the barn.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_210_d2c62fd9",
+      "sample_id": "sample_210_d2c62fd9",
+      "mask_object_id": "O1",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_210_d2c62fd9",
+        "instance_id": "vobj_sample_210_d2c62fd9",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_210_d2c62fd9",
+        "original_task_id": "sample_210_d2c62fd9",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_210_d2c62fd9_O1.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_210_d2c62fd9/first_frame.png",
+          "source_caption": "A serene, snow-draped Japanese street blends old wooden houses with modern structures, under a soft, overcast sky, evoking a quiet, melancholic atmosphere of rural life.",
+          "best_center_x": "632",
+          "best_center_y": "605"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A traditional wooden house stands prominently on a snowy street in Japan, its dark wooden exterior and snow-covered roof contrasting with the soft falling snow, while Japanese-style windows reflect the overcast sky.",
+              "The camera begins to tilt up, slowly moving away from the traditional wooden house, which remains visible as snowflakes drift down around it.",
+              "Continuing the upward tilt, the building is now fully out of frame, leaving only the snow-filled sky and distant rooftops in view, as the camera continues to tilt up.",
+              "The camera starts to tilt down, returning toward the original area of the snowy street, gradually revealing the historic architecture once again.",
+              "As the camera completes its downward tilt, the traditional wooden house reappears clearly in full view, its dark wood and snow-laden roof framed by gently falling snow, as the camera continues to tilt down."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:38:34",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "traditional wooden house",
+            "core_attributes": [
+              "dark wooden exterior",
+              "snow-covered roof",
+              "Japanese-style windows"
+            ],
+            "scene_context": [
+              "snowy street in Japan",
+              "historic architecture",
+              "urban-rural blend"
+            ],
+            "must_keep": [
+              "maintain focus on the building's facade",
+              "include snowfall details"
+            ],
+            "must_avoid": [
+              "overemphasizing modern elements",
+              "distorting architectural features"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O1",
+          "camera_plan": {
+            "departure": "tilt up",
+            "return": "tilt down"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"traditional wooden house\",\n  \"core_attributes\": [\"dark wooden exterior\", \"snow-covered roof\", \"Japanese-style windows\"],\n  \"scene_context\": [\"snowy street in Japan\", \"historic architecture\", \"urban-rural blend\"],\n  \"must_keep\": [\"maintain focus on the building's facade\", \"include snowfall details\"],\n  \"must_avoid\": [\"overemphasizing modern elements\", \"distorting architectural features\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A traditional wooden house stands prominently on a snowy street in Japan, its dark wooden exterior and snow-covered roof contrasting with the soft falling snow, while Japanese-style windows reflect the overcast sky.\",\n    \"20-40%: The camera begins to tilt up, slowly moving away from the traditional wooden house, which remains visible as snowflakes drift down around it.\",\n    \"40-60%: Continuing the upward tilt, the building is now fully out of frame, leaving only the snow-filled sky and distant rooftops in view.\",\n    \"60-80%: The camera starts to tilt down, returning toward the original area of the snowy street, gradually revealing the historic architecture once again.\",\n    \"80-100%: As the camera completes its downward tilt, the traditional wooden house reappears clearly in full view, its dark wood and snow-laden roof framed by gently falling snow.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_211_665b36fb",
+      "sample_id": "sample_211_665b36fb",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_211_665b36fb",
+        "instance_id": "vobj_sample_211_665b36fb",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_211_665b36fb",
+        "original_task_id": "sample_211_665b36fb",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_211_665b36fb_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_211_665b36fb/first_frame.png",
+          "source_caption": "A peaceful Swiss village street lined with wooden houses and flower-filled balconies stretches toward snow-capped mountains under a clear blue sky.",
+          "best_center_x": "978",
+          "best_center_y": "341"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A wooden house with a dark wooden exterior, white shutters, and flower boxes stands prominently on an Alpine village street, framed by snow-capped mountains in the background.",
+              "The camera begins to tilt down, moving away from the wooden house, which remains visible as the surrounding balconies and floral details come into view.",
+              "the subject is now fully out of frame as the camera continues its downward tilt, focusing on the lower portion of the village street and the ground below, as the camera continues to tilt down.",
+              "The camera starts to tilt upward, returning toward the original area where the wooden house was first seen, gradually revealing the upper part of the village street, as the camera continues to tilt up.",
+              "The wooden house reappears clearly in view as the camera completes its upward tilt, once again showing its dark wooden exterior, white shutters, and flower boxes against the mountain backdrop, as the camera continues to tilt up."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:38:47",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "wooden house",
+            "core_attributes": [
+              "dark wooden exterior",
+              "white shutters",
+              "flower boxes"
+            ],
+            "scene_context": [
+              "Alpine village street",
+              "snow-capped mountains in background",
+              "balconies with flowers"
+            ],
+            "must_keep": [
+              "focus on the building's architectural details",
+              "maintain context of surrounding environment"
+            ],
+            "must_avoid": [
+              "mentioning the mask or overlay",
+              "describing the color green as part of the object"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "tilt down",
+            "return": "tilt up"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"wooden house\",\n  \"core_attributes\": [\"dark wooden exterior\", \"white shutters\", \"flower boxes\"],\n  \"scene_context\": [\"Alpine village street\", \"snow-capped mountains in background\", \"balconies with flowers\"],\n  \"must_keep\": [\"focus on the building's architectural details\", \"maintain context of surrounding environment\"],\n  \"must_avoid\": [\"mentioning the mask or overlay\", \"describing the color green as part of the object\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A wooden house with a dark wooden exterior, white shutters, and flower boxes stands prominently on an Alpine village street, framed by snow-capped mountains in the background.\",\n    \"20-40%: The camera begins to tilt down, moving away from the wooden house, which remains visible as the surrounding balconies and floral details come into view.\",\n    \"40-60%: The wooden house is now fully out of frame as the camera continues its downward tilt, focusing on the lower portion of the village street and the ground below.\",\n    \"60-80%: The camera starts to tilt upward, returning toward the original area where the wooden house was first seen, gradually revealing the upper part of the village street.\",\n    \"80-100%: The wooden house reappears clearly in view as the camera completes its upward tilt, once again showing its dark wooden exterior, white shutters, and flower boxes against the mountain backdrop.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_215_eb2d57a0",
+      "sample_id": "sample_215_eb2d57a0",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_215_eb2d57a0",
+        "instance_id": "vobj_sample_215_eb2d57a0",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_215_eb2d57a0",
+        "original_task_id": "sample_215_eb2d57a0",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_215_eb2d57a0_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_215_eb2d57a0/first_frame.png",
+          "source_caption": "A narrow, rain-drenched alley at night, flanked by damp buildings and lush greenery, bathed in the soft glow of streetlights under a stormy sky.",
+          "best_center_x": "893",
+          "best_center_y": "387"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A narrow alley at night, illuminated by a streetlight, reveals a white gate with a metallic arched top and vertical panels standing clearly in focus.",
+              "The camera begins to tilt down, moving away from the white gate, which remains visible but gradually lowers in the frame.",
+              "Continuing the downward tilt, the gate is now fully out of frame and no longer visible, as the camera continues to tilt down.",
+              "The camera starts tilting up, returning toward the original area of the alley, progressing back toward the scene where the gate was first seen.",
+              "As the camera completes its upward tilt, the white gate reappears clearly in view, maintaining its arched top and vertical panels under the streetlight's glow, as the camera continues to tilt up."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:39:00",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "white gate",
+            "core_attributes": [
+              "white",
+              "metallic",
+              "arched top"
+            ],
+            "scene_context": [
+              "narrow alley",
+              "rainy night",
+              "streetlight illumination"
+            ],
+            "must_keep": [
+              "focus on the gate structure",
+              "maintain visibility of the arch and vertical panels"
+            ],
+            "must_avoid": [
+              "including surrounding greenery in focus",
+              "overlapping with adjacent walls"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "tilt down",
+            "return": "tilt up"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"white gate\",\n  \"core_attributes\": [\"white\", \"metallic\", \"arched top\"],\n  \"scene_context\": [\"narrow alley\", \"rainy night\", \"streetlight illumination\"],\n  \"must_keep\": [\"focus on the gate structure\", \"maintain visibility of the arch and vertical panels\"],\n  \"must_avoid\": [\"including surrounding greenery in focus\", \"overlapping with adjacent walls\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A narrow alley at night, illuminated by a streetlight, reveals a white gate with a metallic arched top and vertical panels standing clearly in focus.\",\n    \"20-40%: The camera begins to tilt down, moving away from the white gate, which remains visible but gradually lowers in the frame.\",\n    \"40-60%: Continuing the downward tilt, the gate is now fully out of frame and no longer visible.\",\n    \"60-80%: The camera starts tilting up, returning toward the original area of the alley, progressing back toward the scene where the gate was first seen.\",\n    \"80-100%: As the camera completes its upward tilt, the white gate reappears clearly in view, maintaining its arched top and vertical panels under the streetlight's glow.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_221_1442790d",
+      "sample_id": "sample_221_1442790d",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_221_1442790d",
+        "instance_id": "vobj_sample_221_1442790d",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_221_1442790d",
+        "original_task_id": "sample_221_1442790d",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_221_1442790d_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_221_1442790d/first_frame.png",
+          "source_caption": "A cozy brown chalet sits in a serene winter landscape, framed by snow-covered trees and majestic mountains under a blue sky, evoking calm and isolation.",
+          "best_center_x": "559",
+          "best_center_y": "339"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A tall, coniferous evergreen tree stands prominently in the alpine environment, its branches lightly dusted with snow near a wooden chalet.",
+              "The camera begins to tilt down, slowly moving away from the evergreen tree, which remains visible at the edge of the frame.",
+              "As the camera continues tilting downward, the subject is now fully out of frame and no longer visible, as the camera continues to tilt down.",
+              "The camera starts tilting upward, returning toward the original area where the tree was first seen, as the camera continues to tilt up.",
+              "The camera completes its upward tilt, bringing the same evergreen tree clearly back into view, still snow-dusted and standing tall in the winter landscape, as the camera continues to tilt up."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:39:14",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "evergreen tree",
+            "core_attributes": [
+              "tall",
+              "coniferous",
+              "snow-dusted"
+            ],
+            "scene_context": [
+              "alpine environment",
+              "winter landscape",
+              "near wooden chalet"
+            ],
+            "must_keep": [
+              "maintain focus on the tree",
+              "preserve natural color and texture"
+            ],
+            "must_avoid": [
+              "mentioning the mask",
+              "describing artificial colors"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "tilt down",
+            "return": "tilt up"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"evergreen tree\",\n  \"core_attributes\": [\"tall\", \"coniferous\", \"snow-dusted\"],\n  \"scene_context\": [\"alpine environment\", \"winter landscape\", \"near wooden chalet\"],\n  \"must_keep\": [\"maintain focus on the tree\", \"preserve natural color and texture\"],\n  \"must_avoid\": [\"mentioning the mask\", \"describing artificial colors\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A tall, coniferous evergreen tree stands prominently in the alpine environment, its branches lightly dusted with snow near a wooden chalet.\",\n    \"20-40%: The camera begins to tilt down, slowly moving away from the evergreen tree, which remains visible at the edge of the frame.\",\n    \"40-60%: As the camera continues tilting downward, the evergreen tree is now fully out of frame and no longer visible.\",\n    \"60-80%: The camera starts tilting upward, returning toward the original area where the tree was first seen.\",\n    \"80-100%: The camera completes its upward tilt, bringing the same evergreen tree clearly back into view, still snow-dusted and standing tall in the winter landscape.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_223_e3515e1d",
+      "sample_id": "sample_223_e3515e1d",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_223_e3515e1d",
+        "instance_id": "vobj_sample_223_e3515e1d",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_223_e3515e1d",
+        "original_task_id": "sample_223_e3515e1d",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_223_e3515e1d_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_223_e3515e1d/first_frame.png",
+          "source_caption": "A luxurious airplane cabin features sleek seating, soft lighting, and a serene atmosphere, with a flight attendant adding subtle life to the scene.",
+          "best_center_x": "644",
+          "best_center_y": "482"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A luxurious airplane seat in business class is clearly visible, featuring leather upholstery, an adjustable headrest, and an integrated pillow, set within a premium seating arrangement.",
+              "The camera begins to pan left, showing the airplane seat still in view as part of the cabin’s elegant layout with surrounding seats maintaining spatial context.",
+              "Continuing the pan left, the subject is now fully out of frame, leaving only the adjacent seating area visible in the business class cabin.",
+              "The camera starts to pan right, returning toward the original area of the cabin, gradually revealing more of the premium seating environment.",
+              "As the camera continues panning right, the same airplane seat becomes clearly visible again, showcasing its design and comfort features in the serene atmosphere."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:39:27",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "airplane seat",
+            "core_attributes": [
+              "leather upholstery",
+              "adjustable headrest",
+              "integrated pillow"
+            ],
+            "scene_context": [
+              "business class cabin",
+              "premium seating arrangement",
+              "flight attendant present"
+            ],
+            "must_keep": [
+              "focus on the seat's design and comfort features",
+              "maintain visibility of surrounding seats for spatial context"
+            ],
+            "must_avoid": [
+              "describing the mask overlay",
+              "mentioning artificial colors not present in the original image"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "pan left",
+            "return": "pan right"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"airplane seat\",\n  \"core_attributes\": [\"leather upholstery\", \"adjustable headrest\", \"integrated pillow\"],\n  \"scene_context\": [\"business class cabin\", \"premium seating arrangement\", \"flight attendant present\"],\n  \"must_keep\": [\"focus on the seat's design and comfort features\", \"maintain visibility of surrounding seats for spatial context\"],\n  \"must_avoid\": [\"describing the mask overlay\", \"mentioning artificial colors not present in the original image\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A luxurious airplane seat in business class is clearly visible, featuring leather upholstery, an adjustable headrest, and an integrated pillow, set within a premium seating arrangement.\",\n    \"20-40%: The camera begins to pan left, showing the airplane seat still in view as part of the cabin’s elegant layout with surrounding seats maintaining spatial context.\",\n    \"40-60%: Continuing the pan left, the airplane seat is now fully out of frame, leaving only the adjacent seating area visible in the business class cabin.\",\n    \"60-80%: The camera starts to pan right, returning toward the original area of the cabin, gradually revealing more of the premium seating environment.\",\n    \"80-100%: As the camera continues panning right, the same airplane seat becomes clearly visible again, showcasing its design and comfort features in the serene atmosphere.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_225_d1bb1d52",
+      "sample_id": "sample_225_d1bb1d52",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_225_d1bb1d52",
+        "instance_id": "vobj_sample_225_d1bb1d52",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_225_d1bb1d52",
+        "original_task_id": "sample_225_d1bb1d52",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_225_d1bb1d52_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_225_d1bb1d52/first_frame.png",
+          "source_caption": "A refined dining room features a long wooden table, elegant tableware, and abstract art, all bathed in natural light and exuding sophistication.",
+          "best_center_x": "346",
+          "best_center_y": "293"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A large vertical abstract painting in blue and white tones hangs on the dining room wall, positioned above a tufted chair and near a window.",
+              "The camera begins to pan right, revealing more of the dining table and chairs while the abstract painting remains visible on the left side of the frame.",
+              "As the camera continues panning right, the subject is now fully out of frame, leaving only the table and chairs in view.",
+              "The camera starts to pan left, moving back toward the original area where the artwork was initially seen.",
+              "The camera completes its leftward movement, bringing the same large vertical abstract painting in blue and white tones clearly back into view, as the camera continues to pan left."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:39:39",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "abstract painting",
+            "core_attributes": [
+              "large",
+              "vertical",
+              "blue and white tones"
+            ],
+            "scene_context": [
+              "hanging on dining room wall",
+              "above tufted chair",
+              "near window"
+            ],
+            "must_keep": [
+              "position relative to table and chairs",
+              "color palette and brushwork details"
+            ],
+            "must_avoid": [
+              "mentioning the green overlay",
+              "describing it as a digital mask"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "pan right",
+            "return": "pan left"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"abstract painting\",\n  \"core_attributes\": [\"large\", \"vertical\", \"blue and white tones\"],\n  \"scene_context\": [\"hanging on dining room wall\", \"above tufted chair\", \"near window\"],\n  \"must_keep\": [\"position relative to table and chairs\", \"color palette and brushwork details\"],\n  \"must_avoid\": [\"mentioning the green overlay\", \"describing it as a digital mask\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A large vertical abstract painting in blue and white tones hangs on the dining room wall, positioned above a tufted chair and near a window.\",\n    \"20-40%: The camera begins to pan right, revealing more of the dining table and chairs while the abstract painting remains visible on the left side of the frame.\",\n    \"40-60%: As the camera continues panning right, the abstract painting is now fully out of frame, leaving only the table and chairs in view.\",\n    \"60-80%: The camera starts to pan left, moving back toward the original area where the artwork was initially seen.\",\n    \"80-100%: The camera completes its leftward movement, bringing the same large vertical abstract painting in blue and white tones clearly back into view.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_228_983739c4",
+      "sample_id": "sample_228_983739c4",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_228_983739c4",
+        "instance_id": "vobj_sample_228_983739c4",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_228_983739c4",
+        "original_task_id": "sample_228_983739c4",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_228_983739c4_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_228_983739c4/first_frame.png",
+          "source_caption": "A modern urban plaza features a glass entrance, train tracks, and a lone figure under a blue sky, evoking activity amid towering architecture.",
+          "best_center_x": "399",
+          "best_center_y": "124"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A high-rise building with a beige facade and rectangular windows stands prominently in the urban railway yard, its curved architectural design blending into the modern city skyline.",
+              "The camera tilts up, revealing more of the high-rise building's structural details as it remains visible against the backdrop of the pedestrian overpass nearby.",
+              "As the tilt continues upward, the subject is now fully out of frame, leaving only the surrounding infrastructure in view, as the camera continues to tilt up.",
+              "The camera begins to tilt down, moving back toward the original area of the urban railway yard and the city skyline.",
+              "The camera completes its downward tilt, bringing the high-rise building clearly back into view with its distinctive beige facade and curved design once again visible, as the camera continues to tilt down."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:39:54",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "high-rise building",
+            "core_attributes": [
+              "beige facade",
+              "rectangular windows",
+              "curved architectural design"
+            ],
+            "scene_context": [
+              "urban railway yard",
+              "modern city skyline",
+              "pedestrian overpass nearby"
+            ],
+            "must_keep": [
+              "focus on the building's structural details",
+              "maintain context of surrounding infrastructure"
+            ],
+            "must_avoid": [
+              "mentioning the colored mask",
+              "describing non-existent colors"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "tilt up",
+            "return": "tilt down"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"high-rise building\",\n  \"core_attributes\": [\"beige facade\", \"rectangular windows\", \"curved architectural design\"],\n  \"scene_context\": [\"urban railway yard\", \"modern city skyline\", \"pedestrian overpass nearby\"],\n  \"must_keep\": [\"focus on the building's structural details\", \"maintain context of surrounding infrastructure\"],\n  \"must_avoid\": [\"mentioning the colored mask\", \"describing non-existent colors\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A high-rise building with a beige facade and rectangular windows stands prominently in the urban railway yard, its curved architectural design blending into the modern city skyline.\",\n    \"20-40%: The camera tilts up, revealing more of the high-rise building's structural details as it remains visible against the backdrop of the pedestrian overpass nearby.\",\n    \"40-60%: As the tilt continues upward, the high-rise building is now fully out of frame, leaving only the surrounding infrastructure in view.\",\n    \"60-80%: The camera begins to tilt down, moving back toward the original area of the urban railway yard and the city skyline.\",\n    \"80-100%: The camera completes its downward tilt, bringing the high-rise building clearly back into view with its distinctive beige facade and curved design once again visible.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_229_05ed3fe6",
+      "sample_id": "sample_229_05ed3fe6",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_229_05ed3fe6",
+        "instance_id": "vobj_sample_229_05ed3fe6",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_229_05ed3fe6",
+        "original_task_id": "sample_229_05ed3fe6",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_229_05ed3fe6_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_229_05ed3fe6/first_frame.png",
+          "source_caption": "A contemporary kitchen features stainless steel appliances, white and gray cabinets, dark countertops, and a marble-patterned backsplash under bright, even lighting.",
+          "best_center_x": "380",
+          "best_center_y": "348"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A modern kitchen with bright lighting showcases a stainless steel refrigerator featuring side-by-side doors and double handles, positioned next to built-in ovens.",
+              "The camera begins to pan right, keeping the refrigerator clearly visible as it moves away from its original position in the frame.",
+              "Continuing the pan right, the subject is now fully out of frame, leaving only the surrounding kitchen elements in view.",
+              "The camera starts to pan left, returning toward the area where the refrigerator was initially positioned.",
+              "As the camera completes the pan left, the same stainless steel refrigerator with side-by-side doors and double handles is once again clearly visible in the modern kitchen setting. The same object is visible again."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:40:05",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "refrigerator",
+            "core_attributes": [
+              "stainless steel",
+              "side-by-side doors",
+              "double handles"
+            ],
+            "scene_context": [
+              "modern kitchen",
+              "next to built-in ovens",
+              "under bright lighting"
+            ],
+            "must_keep": [
+              "focus on the refrigerator",
+              "maintain visibility of appliance details"
+            ],
+            "must_avoid": [
+              "obscuring the refrigerator with other objects",
+              "shifting focus away from the appliance"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "pan right",
+            "return": "pan left"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"refrigerator\",\n  \"core_attributes\": [\"stainless steel\", \"side-by-side doors\", \"double handles\"],\n  \"scene_context\": [\"modern kitchen\", \"next to built-in ovens\", \"under bright lighting\"],\n  \"must_keep\": [\"focus on the refrigerator\", \"maintain visibility of appliance details\"],\n  \"must_avoid\": [\"obscuring the refrigerator with other objects\", \"shifting focus away from the appliance\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A modern kitchen with bright lighting showcases a stainless steel refrigerator featuring side-by-side doors and double handles, positioned next to built-in ovens.\",\n    \"20-40%: The camera begins to pan right, keeping the refrigerator clearly visible as it moves away from its original position in the frame.\",\n    \"40-60%: Continuing the pan right, the refrigerator is now fully out of frame, leaving only the surrounding kitchen elements in view.\",\n    \"60-80%: The camera starts to pan left, returning toward the area where the refrigerator was initially positioned.\",\n    \"80-100%: As the camera completes the pan left, the same stainless steel refrigerator with side-by-side doors and double handles is once again clearly visible in the modern kitchen setting.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_233_2fdf9f95",
+      "sample_id": "sample_233_2fdf9f95",
+      "mask_object_id": "O1",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_233_2fdf9f95",
+        "instance_id": "vobj_sample_233_2fdf9f95",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_233_2fdf9f95",
+        "original_task_id": "sample_233_2fdf9f95",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_233_2fdf9f95_O1.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_233_2fdf9f95/first_frame.png",
+          "source_caption": "A serene mountain road winds through lush green hills under a blue sky, with white lanes and distant buildings framing the scenic drive.",
+          "best_center_x": "464",
+          "best_center_y": "601"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A clear blue sky stretches above a mountainous landscape, where a fluffy white cloud formation floats serenely over the high-altitude road.",
+              "The camera begins to tilt upward, following the cloud formation as it remains visible against the scattered clouds and distant peaks, as the camera continues to tilt up.",
+              "Continuing the upward tilt, the subject is now fully out of frame, leaving only the open sky and mountain ridges in view, as the camera continues to tilt up.",
+              "The camera starts to tilt downward, returning toward the original area with the terrain and sky gradually reappearing in the shot, as the camera continues to tilt down.",
+              "As the camera completes its downward tilt, the same white, fluffy cloud formation becomes clearly visible again above the mountainous landscape, as the camera continues to tilt down."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:40:19",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "cloud formation",
+            "core_attributes": [
+              "white",
+              "fluffy",
+              "scattered"
+            ],
+            "scene_context": [
+              "mountainous landscape",
+              "high-altitude road",
+              "clear sky with partial cloud cover"
+            ],
+            "must_keep": [
+              "focus on natural sky elements",
+              "maintain spatial relationship with terrain"
+            ],
+            "must_avoid": [
+              "misidentifying as artificial object",
+              "confusing with ground features"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O1",
+          "camera_plan": {
+            "departure": "tilt up",
+            "return": "tilt down"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"cloud formation\",\n  \"core_attributes\": [\"white\", \"fluffy\", \"scattered\"],\n  \"scene_context\": [\"mountainous landscape\", \"high-altitude road\", \"clear sky with partial cloud cover\"],\n  \"must_keep\": [\"focus on natural sky elements\", \"maintain spatial relationship with terrain\"],\n  \"must_avoid\": [\"misidentifying as artificial object\", \"confusing with ground features\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A clear blue sky stretches above a mountainous landscape, where a fluffy white cloud formation floats serenely over the high-altitude road.\",\n    \"20-40%: The camera begins to tilt upward, following the cloud formation as it remains visible against the scattered clouds and distant peaks.\",\n    \"40-60%: Continuing the upward tilt, the cloud formation is now fully out of frame, leaving only the open sky and mountain ridges in view.\",\n    \"60-80%: The camera starts to tilt downward, returning toward the original area with the terrain and sky gradually reappearing in the shot.\",\n    \"80-100%: As the camera completes its downward tilt, the same white, fluffy cloud formation becomes clearly visible again above the mountainous landscape.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_235_94d1ebbc",
+      "sample_id": "sample_235_94d1ebbc",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_235_94d1ebbc",
+        "instance_id": "vobj_sample_235_94d1ebbc",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_235_94d1ebbc",
+        "original_task_id": "sample_235_94d1ebbc",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_235_94d1ebbc_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_235_94d1ebbc/first_frame.png",
+          "source_caption": "A bustling Parisian street lined with historic buildings, heavy traffic, and soft overcast lighting captures the essence of urban life in a vibrant European city.",
+          "best_center_x": "165",
+          "best_center_y": "224"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A multi-story building with a beige facade and ornate balconies stands prominently along a Parisian street, capturing the essence of historic urban architecture.",
+              "The camera begins to tilt upward, gradually revealing more of the sky above the building, which remains visible in the lower portion of the frame, as the camera continues to tilt up.",
+              "As the camera continues tilting up, the subject is now fully out of frame, leaving only the overcast sky and distant rooftops in view.",
+              "The camera starts tilting downward, moving back toward the original street-level perspective, reorienting toward the area where the building was first seen, as the camera continues to tilt down.",
+              "The same building reappears clearly in the frame, its beige facade and ornate balconies once again highlighted against the backdrop of the Parisian street, as the camera continues to tilt down."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:40:32",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "building",
+            "core_attributes": [
+              "multi-story",
+              "beige facade",
+              "ornate balconies"
+            ],
+            "scene_context": [
+              "Parisian street",
+              "urban environment",
+              "historic architecture"
+            ],
+            "must_keep": [
+              "focus on architectural details",
+              "maintain spatial context"
+            ],
+            "must_avoid": [
+              "mentioning the mask color",
+              "describing artificial overlays"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "tilt up",
+            "return": "tilt down"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"building\",\n  \"core_attributes\": [\"multi-story\", \"beige facade\", \"ornate balconies\"],\n  \"scene_context\": [\"Parisian street\", \"urban environment\", \"historic architecture\"],\n  \"must_keep\": [\"focus on architectural details\", \"maintain spatial context\"],\n  \"must_avoid\": [\"mentioning the mask color\", \"describing artificial overlays\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A multi-story building with a beige facade and ornate balconies stands prominently along a Parisian street, capturing the essence of historic urban architecture.\",\n    \"20-40%: The camera begins to tilt upward, gradually revealing more of the sky above the building, which remains visible in the lower portion of the frame.\",\n    \"40-60%: As the camera continues tilting up, the building is now fully out of frame, leaving only the overcast sky and distant rooftops in view.\",\n    \"60-80%: The camera starts tilting downward, moving back toward the original street-level perspective, reorienting toward the area where the building was first seen.\",\n    \"80-100%: The same building reappears clearly in the frame, its beige facade and ornate balconies once again highlighted against the backdrop of the Parisian street.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_244_e970a01c",
+      "sample_id": "sample_244_e970a01c",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_244_e970a01c",
+        "instance_id": "vobj_sample_244_e970a01c",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_244_e970a01c",
+        "original_task_id": "sample_244_e970a01c",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_244_e970a01c_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_244_e970a01c/first_frame.png",
+          "source_caption": "A modern, well-lit garage features a luxury car, clean surfaces, and organized storage, exuding order and sophistication with soft natural lighting.",
+          "best_center_x": "468",
+          "best_center_y": "451"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A white convertible luxury car is prominently displayed in a modern, clean garage, bathed in natural light from large windows, showcasing its white exterior, black soft top, and alloy wheels.",
+              "The camera begins to pan right, the white convertible luxury car remains visible as it gradually moves toward the edge of the frame.",
+              "Continuing the pan right, the vehicle is now fully out of frame, leaving only the organized garage space and soft lighting visible.",
+              "The camera starts panning left, returning toward the original area of the garage, with no object yet in view.",
+              "As the camera continues its leftward movement, the white convertible luxury car comes back into clear view, fully visible in the same position as before, as the camera continues to pan left."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:40:45",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "white convertible luxury car",
+            "core_attributes": [
+              "white exterior",
+              "black soft top",
+              "alloy wheels"
+            ],
+            "scene_context": [
+              "modern garage",
+              "clean and organized",
+              "natural light from windows"
+            ],
+            "must_keep": [
+              "focus on the vehicle",
+              "maintain clear visibility of the car's profile"
+            ],
+            "must_avoid": [
+              "obscuring the car with foreground objects",
+              "shifting focus to storage or garage mechanics"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "pan right",
+            "return": "pan left"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"white convertible luxury car\",\n  \"core_attributes\": [\"white exterior\", \"black soft top\", \"alloy wheels\"],\n  \"scene_context\": [\"modern garage\", \"clean and organized\", \"natural light from windows\"],\n  \"must_keep\": [\"focus on the vehicle\", \"maintain clear visibility of the car's profile\"],\n  \"must_avoid\": [\"obscuring the car with foreground objects\", \"shifting focus to storage or garage mechanics\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A white convertible luxury car is prominently displayed in a modern, clean garage, bathed in natural light from large windows, showcasing its white exterior, black soft top, and alloy wheels.\",\n    \"20-40%: The camera begins to pan right, the white convertible luxury car remains visible as it gradually moves toward the edge of the frame.\",\n    \"40-60%: Continuing the pan right, the vehicle is now fully out of frame, leaving only the organized garage space and soft lighting visible.\",\n    \"60-80%: The camera starts panning left, returning toward the original area of the garage, with no object yet in view.\",\n    \"80-100%: As the camera continues its leftward movement, the white convertible luxury car comes back into clear view, fully visible in the same position as before.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_245_d29e222e",
+      "sample_id": "sample_245_d29e222e",
+      "mask_object_id": "O1",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_245_d29e222e",
+        "instance_id": "vobj_sample_245_d29e222e",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_245_d29e222e",
+        "original_task_id": "sample_245_d29e222e",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_245_d29e222e_O1.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_245_d29e222e/first_frame.png",
+          "source_caption": "A charming thatched-roof cottage sits in a serene rural setting, surrounded by a manicured lawn and hedgerows under a vivid blue sky, evoking a peaceful, timeless atmosphere.",
+          "best_center_x": "713",
+          "best_center_y": "96"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A white house with a red brick chimney and dark roof stands clearly in a rural residential area, surrounded by greenery under a clear blue sky.",
+              "The camera begins to pan right, and the house remains visible as it gradually moves toward the edge of the frame.",
+              "The camera continues panning right, and the subject is now fully out of frame, no longer visible in the scene.",
+              "The camera starts panning left, returning toward the original area where the house was first seen.",
+              "As the camera completes its leftward pan, the same white house with a red brick chimney and dark roof is clearly visible again, centered in the frame, as the camera continues to pan left."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:41:00",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "house",
+            "core_attributes": [
+              "white exterior",
+              "red brick chimney",
+              "dark roof"
+            ],
+            "scene_context": [
+              "rural residential area",
+              "surrounded by greenery",
+              "clear blue sky"
+            ],
+            "must_keep": [
+              "focus on the house structure",
+              "maintain context of surrounding environment"
+            ],
+            "must_avoid": [
+              "mentioning the mask or overlay",
+              "describing colors not present in Image 1"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O1",
+          "camera_plan": {
+            "departure": "pan right",
+            "return": "pan left"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"house\",\n  \"core_attributes\": [\"white exterior\", \"red brick chimney\", \"dark roof\"],\n  \"scene_context\": [\"rural residential area\", \"surrounded by greenery\", \"clear blue sky\"],\n  \"must_keep\": [\"focus on the house structure\", \"maintain context of surrounding environment\"],\n  \"must_avoid\": [\"mentioning the mask or overlay\", \"describing colors not present in Image 1\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A white house with a red brick chimney and dark roof stands clearly in a rural residential area, surrounded by greenery under a clear blue sky.\",\n    \"20-40%: The camera begins to pan right, and the house remains visible as it gradually moves toward the edge of the frame.\",\n    \"40-60%: The camera continues panning right, and the house is now fully out of frame, no longer visible in the scene.\",\n    \"60-80%: The camera starts panning left, returning toward the original area where the house was first seen.\",\n    \"80-100%: As the camera completes its leftward pan, the same white house with a red brick chimney and dark roof is clearly visible again, centered in the frame.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_246_7885a84a",
+      "sample_id": "sample_246_7885a84a",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_246_7885a84a",
+        "instance_id": "vobj_sample_246_7885a84a",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_246_7885a84a",
+        "original_task_id": "sample_246_7885a84a",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_246_7885a84a_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_246_7885a84a/first_frame.png",
+          "source_caption": "A serene village street runs alongside a narrow stream, lined with traditional wooden buildings and vibrant neon signs under an overcast sky.",
+          "best_center_x": "798",
+          "best_center_y": "314"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A serene village street runs alongside a narrow stream, with a multi-story wooden building featuring traditional architecture and a wooden facade clearly visible in the foreground.",
+              "The camera begins to pan right, moving away from the wooden building, which remains partially visible as it recedes into the frame's edge.",
+              "The camera continues panning right, and the subject is now fully out of frame, no longer visible in the scene.",
+              "The camera starts to pan left, returning toward the original area along the streamside location.",
+              "As the camera completes its leftward pan, the same wooden building comes back into clear view, standing prominently on the village street beside the stream, as the camera continues to pan left."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:41:17",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "wooden building",
+            "core_attributes": [
+              "multi-story",
+              "traditional architecture",
+              "wooden facade"
+            ],
+            "scene_context": [
+              "village street",
+              "streamside location",
+              "commercial area with shops"
+            ],
+            "must_keep": [
+              "focus on the building's structure",
+              "include its position relative to the stream"
+            ],
+            "must_avoid": [
+              "mentioning the green overlay",
+              "describing artificial colors"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "pan right",
+            "return": "pan left"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"wooden building\",\n  \"core_attributes\": [\"multi-story\", \"traditional architecture\", \"wooden facade\"],\n  \"scene_context\": [\"village street\", \"streamside location\", \"commercial area with shops\"],\n  \"must_keep\": [\"focus on the building's structure\", \"include its position relative to the stream\"],\n  \"must_avoid\": [\"mentioning the green overlay\", \"describing artificial colors\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A serene village street runs alongside a narrow stream, with a multi-story wooden building featuring traditional architecture and a wooden facade clearly visible in the foreground.\",\n    \"20-40%: The camera begins to pan right, moving away from the wooden building, which remains partially visible as it recedes into the frame's edge.\",\n    \"40-60%: The camera continues panning right, and the wooden building is now fully out of frame, no longer visible in the scene.\",\n    \"60-80%: The camera starts to pan left, returning toward the original area along the streamside location.\",\n    \"80-100%: As the camera completes its leftward pan, the same wooden building comes back into clear view, standing prominently on the village street beside the stream.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_249_2620f1d7",
+      "sample_id": "sample_249_2620f1d7",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_249_2620f1d7",
+        "instance_id": "vobj_sample_249_2620f1d7",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_249_2620f1d7",
+        "original_task_id": "sample_249_2620f1d7",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_249_2620f1d7_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_249_2620f1d7/first_frame.png",
+          "source_caption": "A vibrant canyon with green vegetation, a reflective body of water, and distant figures on a cliff, bathed in bright light, evoking a vast natural environment.",
+          "best_center_x": "961",
+          "best_center_y": "328"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A large, gray, rugged rock formation stands prominently on the cliffside, surrounded by lush vegetation near a canyon.",
+              "The camera begins to tilt up, moving away from the rock formation, which remains visible against the sky.",
+              "As the camera continues tilting upward, the subject is no longer visible in the frame, as the camera continues to tilt up.",
+              "The camera starts to tilt downward, returning toward the original area of the canyon landscape, as the camera continues to tilt down.",
+              "The camera completes its downward tilt, bringing the large, gray, rugged rock formation back into clear view, as the camera continues to tilt down. The same object is visible again."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:41:29",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "rock formation",
+            "core_attributes": [
+              "large",
+              "gray",
+              "rugged"
+            ],
+            "scene_context": [
+              "cliffside",
+              "near a canyon",
+              "surrounded by vegetation"
+            ],
+            "must_keep": [
+              "focus on the rock formation",
+              "maintain spatial relationship with surrounding landscape"
+            ],
+            "must_avoid": [
+              "mentioning the mask",
+              "describing the color of the overlay"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "tilt up",
+            "return": "tilt down"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"rock formation\",\n  \"core_attributes\": [\"large\", \"gray\", \"rugged\"],\n  \"scene_context\": [\"cliffside\", \"near a canyon\", \"surrounded by vegetation\"],\n  \"must_keep\": [\"focus on the rock formation\", \"maintain spatial relationship with surrounding landscape\"],\n  \"must_avoid\": [\"mentioning the mask\", \"describing the color of the overlay\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A large, gray, rugged rock formation stands prominently on the cliffside, surrounded by lush vegetation near a canyon.\",\n    \"20-40%: The camera begins to tilt up, moving away from the rock formation, which remains visible against the sky.\",\n    \"40-60%: As the camera continues tilting upward, the rock formation is no longer visible in the frame.\",\n    \"60-80%: The camera starts to tilt downward, returning toward the original area of the canyon landscape.\",\n    \"80-100%: The camera completes its downward tilt, bringing the large, gray, rugged rock formation back into clear view.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_251_ec8fda81",
+      "sample_id": "sample_251_ec8fda81",
+      "mask_object_id": "O1",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_251_ec8fda81",
+        "instance_id": "vobj_sample_251_ec8fda81",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_251_ec8fda81",
+        "original_task_id": "sample_251_ec8fda81",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_251_ec8fda81_O1.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_251_ec8fda81/first_frame.png",
+          "source_caption": "A well-maintained brown house stands beside a calm lake, framed by mountains under bright light, evoking a peaceful, picturesque setting.",
+          "best_center_x": "765",
+          "best_center_y": "637"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A well-maintained house with brown wooden siding and multiple windows stands beside a calm lake, its balcony facing the water, framed by distant mountains under bright sunlight.",
+              "The camera begins to tilt down, gradually moving away from the house, which remains visible near the lake with the mountainous background still in view.",
+              "As the camera continues tilting downward, the subject is now fully out of frame, leaving only the lake surface and surrounding natural elements in sight, as the camera continues to tilt down.",
+              "The camera starts tilting upward, returning toward the original area, capturing more of the landscape and approaching the location where the house was first seen, as the camera continues to tilt up.",
+              "The camera completes its upward tilt, clearly revealing the same house with brown wooden siding, multiple windows, and balcony once again beside the lake and mountains, as the camera continues to tilt up. The same object is visible again."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:41:43",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "house",
+            "core_attributes": [
+              "brown wooden siding",
+              "multiple windows",
+              "balcony"
+            ],
+            "scene_context": [
+              "near a lake",
+              "mountainous background",
+              "carport with parked car"
+            ],
+            "must_keep": [
+              "focus on the house structure",
+              "include surrounding natural elements"
+            ],
+            "must_avoid": [
+              "mentioning the red mask",
+              "describing artificial overlays"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O1",
+          "camera_plan": {
+            "departure": "tilt down",
+            "return": "tilt up"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"house\",\n  \"core_attributes\": [\"brown wooden siding\", \"multiple windows\", \"balcony\"],\n  \"scene_context\": [\"near a lake\", \"mountainous background\", \"carport with parked car\"],\n  \"must_keep\": [\"focus on the house structure\", \"include surrounding natural elements\"],\n  \"must_avoid\": [\"mentioning the red mask\", \"describing artificial overlays\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A well-maintained house with brown wooden siding and multiple windows stands beside a calm lake, its balcony facing the water, framed by distant mountains under bright sunlight.\",\n    \"20-40%: The camera begins to tilt down, gradually moving away from the house, which remains visible near the lake with the mountainous background still in view.\",\n    \"40-60%: As the camera continues tilting downward, the house is now fully out of frame, leaving only the lake surface and surrounding natural elements in sight.\",\n    \"60-80%: The camera starts tilting upward, returning toward the original area, capturing more of the landscape and approaching the location where the house was first seen.\",\n    \"80-100%: The camera completes its upward tilt, clearly revealing the same house with brown wooden siding, multiple windows, and balcony once again beside the lake and mountains.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_257_4f28939c",
+      "sample_id": "sample_257_4f28939c",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_257_4f28939c",
+        "instance_id": "vobj_sample_257_4f28939c",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_257_4f28939c",
+        "original_task_id": "sample_257_4f28939c",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_257_4f28939c_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_257_4f28939c/first_frame.png",
+          "source_caption": "A serene European village square features a weathered stone building, a cobblestone plaza, and a clear blue sky, evoking a timeless, peaceful atmosphere.",
+          "best_center_x": "296",
+          "best_center_y": "411"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A well-trimmed, green hedgerow stands in the center of a quiet village square, framed by a stone building and cobblestone pavement.",
+              "The camera begins to tilt down, moving away from the hedgerow, which remains visible at the edge of the frame.",
+              "the subject is now fully out of frame as the camera continues its downward tilt, focusing on the lower part of the cobblestone pavement, as the camera continues to tilt down.",
+              "The camera starts to tilt upward, returning toward the original area of the village square, as the camera continues to tilt up.",
+              "As the camera completes its upward tilt, the same well-trimmed, green hedgerow is clearly visible again in the scene, as the camera continues to tilt up."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:41:55",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "hedgerow",
+            "core_attributes": [
+              "well-trimmed",
+              "green",
+              "rectangular"
+            ],
+            "scene_context": [
+              "village square",
+              "stone building",
+              "cobblestone pavement"
+            ],
+            "must_keep": [
+              "maintain focus on the hedgerow",
+              "preserve natural color and shape"
+            ],
+            "must_avoid": [
+              "describing the mask",
+              "mentioning artificial colors"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "tilt down",
+            "return": "tilt up"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"hedgerow\",\n  \"core_attributes\": [\"well-trimmed\", \"green\", \"rectangular\"],\n  \"scene_context\": [\"village square\", \"stone building\", \"cobblestone pavement\"],\n  \"must_keep\": [\"maintain focus on the hedgerow\", \"preserve natural color and shape\"],\n  \"must_avoid\": [\"describing the mask\", \"mentioning artificial colors\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A well-trimmed, green hedgerow stands in the center of a quiet village square, framed by a stone building and cobblestone pavement.\",\n    \"20-40%: The camera begins to tilt down, moving away from the hedgerow, which remains visible at the edge of the frame.\",\n    \"40-60%: The hedgerow is now fully out of frame as the camera continues its downward tilt, focusing on the lower part of the cobblestone pavement.\",\n    \"60-80%: The camera starts to tilt upward, returning toward the original area of the village square.\",\n    \"80-100%: As the camera completes its upward tilt, the same well-trimmed, green hedgerow is clearly visible again in the scene.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_258_fe83c33a",
+      "sample_id": "sample_258_fe83c33a",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_258_fe83c33a",
+        "instance_id": "vobj_sample_258_fe83c33a",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_258_fe83c33a",
+        "original_task_id": "sample_258_fe83c33a",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_258_fe83c33a_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_258_fe83c33a/first_frame.png",
+          "source_caption": "A tranquil Venetian canal scene under a vibrant blue sky, with reflective buildings, docked boats, and a distant bridge creating a peaceful, picturesque atmosphere.",
+          "best_center_x": "810",
+          "best_center_y": "554"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "Calm canal water reflects the surrounding buildings and sky in a greenish-blue hue, flowing gently beneath a stone bridge with docked boats lining the edges.",
+              "The camera begins to tilt up, revealing more of the sky and bridge above as the canal water remains visible but gradually recedes from view.",
+              "The camera continues tilting upward, and the subject is now fully out of frame, leaving only the upper portion of the bridge and sky in sight, as the camera continues to tilt up.",
+              "The camera starts to tilt down, slowly returning toward the original vantage point, bringing back elements of the Venetian canal scene.",
+              "The canal water reappears clearly in the frame, still calm and reflective, mirroring the buildings and sky as boats rest along its edge, as the camera continues to tilt down."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:42:10",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "canal water",
+            "core_attributes": [
+              "calm",
+              "reflective",
+              "greenish-blue"
+            ],
+            "scene_context": [
+              "Venetian canal",
+              "docked boats",
+              "stone bridge"
+            ],
+            "must_keep": [
+              "include reflections of buildings and sky",
+              "show interaction with boats and bridge"
+            ],
+            "must_avoid": [
+              "focus on mask color",
+              "describe artificial overlay"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "tilt up",
+            "return": "tilt down"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"canal water\",\n  \"core_attributes\": [\"calm\", \"reflective\", \"greenish-blue\"],\n  \"scene_context\": [\"Venetian canal\", \"docked boats\", \"stone bridge\"],\n  \"must_keep\": [\"include reflections of buildings and sky\", \"show interaction with boats and bridge\"],\n  \"must_avoid\": [\"focus on mask color\", \"describe artificial overlay\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: Calm canal water reflects the surrounding buildings and sky in a greenish-blue hue, flowing gently beneath a stone bridge with docked boats lining the edges.\",\n    \"20-40%: The camera begins to tilt up, revealing more of the sky and bridge above as the canal water remains visible but gradually recedes from view.\",\n    \"40-60%: The camera continues tilting upward, and the canal water is now fully out of frame, leaving only the upper portion of the bridge and sky in sight.\",\n    \"60-80%: The camera starts to tilt down, slowly returning toward the original vantage point, bringing back elements of the Venetian canal scene.\",\n    \"80-100%: The canal water reappears clearly in the frame, still calm and reflective, mirroring the buildings and sky as boats rest along its edge.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_261_98591a49",
+      "sample_id": "sample_261_98591a49",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_261_98591a49",
+        "instance_id": "vobj_sample_261_98591a49",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_261_98591a49",
+        "original_task_id": "sample_261_98591a49",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_261_98591a49_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_261_98591a49/first_frame.png",
+          "source_caption": "A stone staircase winds through a dense, sun-dappled forest, its metal railings adorned with musical motifs, evoking a serene and contemplative atmosphere.",
+          "best_center_x": "409",
+          "best_center_y": "379"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A tree trunk stands prominently in the forest, its bark texture rough and natural wood color rich against the dappled sunlight near a stone staircase.",
+              "The camera begins to pan left, moving away from the tree trunk, which remains visible as it slowly exits the frame.",
+              "the subject is now fully out of frame, with only the stone staircase and surrounding forest visible as the camera continues panning left.",
+              "The camera starts to pan right, returning toward the original area where the tree trunk was first seen.",
+              "The tree trunk reappears clearly in view, its vertical orientation and bark texture once again visible near the stone staircase, as the camera continues to pan right."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:42:24",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "tree trunk",
+            "core_attributes": [
+              "bark texture",
+              "vertical orientation",
+              "natural wood color"
+            ],
+            "scene_context": [
+              "forest environment",
+              "near stone staircase",
+              "partially obscuring view of steps"
+            ],
+            "must_keep": [
+              "focus on the tree trunk",
+              "maintain visibility during camera movement"
+            ],
+            "must_avoid": [
+              "mentioning the mask",
+              "describing the mask's color"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "pan left",
+            "return": "pan right"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"tree trunk\",\n  \"core_attributes\": [\"bark texture\", \"vertical orientation\", \"natural wood color\"],\n  \"scene_context\": [\"forest environment\", \"near stone staircase\", \"partially obscuring view of steps\"],\n  \"must_keep\": [\"focus on the tree trunk\", \"maintain visibility during camera movement\"],\n  \"must_avoid\": [\"mentioning the mask\", \"describing the mask's color\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A tree trunk stands prominently in the forest, its bark texture rough and natural wood color rich against the dappled sunlight near a stone staircase.\",\n    \"20-40%: The camera begins to pan left, moving away from the tree trunk, which remains visible as it slowly exits the frame.\",\n    \"40-60%: The tree trunk is now fully out of frame, with only the stone staircase and surrounding forest visible as the camera continues panning left.\",\n    \"60-80%: The camera starts to pan right, returning toward the original area where the tree trunk was first seen.\",\n    \"80-100%: The tree trunk reappears clearly in view, its vertical orientation and bark texture once again visible near the stone staircase.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_264_0aa3bd1c",
+      "sample_id": "sample_264_0aa3bd1c",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_264_0aa3bd1c",
+        "instance_id": "vobj_sample_264_0aa3bd1c",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_264_0aa3bd1c",
+        "original_task_id": "sample_264_0aa3bd1c",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_264_0aa3bd1c_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_264_0aa3bd1c/first_frame.png",
+          "source_caption": "A peaceful meadow leads toward snow-capped mountains under a bright, partly cloudy sky, framed by wildflowers and tall grass, evoking a serene natural escape.",
+          "best_center_x": "662",
+          "best_center_y": "204"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A clear, full view of the snow-capped mountain peak rises tall and rocky against a bright sky, framed by an alpine landscape with a valley backdrop.",
+              "The camera begins to pan right, keeping the mountain peak visible as it moves slowly out of the frame’s center.",
+              "Continuing the pan right, the subject is now fully out of frame, leaving only the open valley and distant hills in view.",
+              "The camera starts to pan left, returning toward the original area where the mountain peak was first seen.",
+              "As the camera continues panning left, the same snow-capped mountain peak reappears clearly in view, maintaining its natural lighting and texture."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:42:36",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "mountain peak",
+            "core_attributes": [
+              "snow-capped",
+              "rocky",
+              "tall"
+            ],
+            "scene_context": [
+              "alpine landscape",
+              "valley backdrop",
+              "clear sky"
+            ],
+            "must_keep": [
+              "focus on the mountain peak",
+              "maintain natural lighting"
+            ],
+            "must_avoid": [
+              "obscuring the peak with foreground elements",
+              "altering its snow and rock texture"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "pan right",
+            "return": "pan left"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"mountain peak\",\n  \"core_attributes\": [\"snow-capped\", \"rocky\", \"tall\"],\n  \"scene_context\": [\"alpine landscape\", \"valley backdrop\", \"clear sky\"],\n  \"must_keep\": [\"focus on the mountain peak\", \"maintain natural lighting\"],\n  \"must_avoid\": [\"obscuring the peak with foreground elements\", \"altering its snow and rock texture\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A clear, full view of the snow-capped mountain peak rises tall and rocky against a bright sky, framed by an alpine landscape with a valley backdrop.\",\n    \"20-40%: The camera begins to pan right, keeping the mountain peak visible as it moves slowly out of the frame’s center.\",\n    \"40-60%: Continuing the pan right, the mountain peak is now fully out of frame, leaving only the open valley and distant hills in view.\",\n    \"60-80%: The camera starts to pan left, returning toward the original area where the mountain peak was first seen.\",\n    \"80-100%: As the camera continues panning left, the same snow-capped mountain peak reappears clearly in view, maintaining its natural lighting and texture.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_265_ab6d3959",
+      "sample_id": "sample_265_ab6d3959",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_265_ab6d3959",
+        "instance_id": "vobj_sample_265_ab6d3959",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_265_ab6d3959",
+        "original_task_id": "sample_265_ab6d3959",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_265_ab6d3959_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_265_ab6d3959/first_frame.png",
+          "source_caption": "A bright, contemporary home features an open layout with a sleek kitchen, modern furniture, and large windows that flood the space with natural light.",
+          "best_center_x": "390",
+          "best_center_y": "241"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A vertical abstract painting with a black frame hangs on the hallway wall, its mixed media artwork standing out in the modern interior design near the entryway lighting.",
+              "The camera begins to tilt down, gradually moving away from the abstract painting while still capturing its lower edge and part of the frame.",
+              "Continuing the downward tilt, the subject is now fully out of frame and no longer visible, as the camera continues to tilt down.",
+              "The camera starts to tilt upward, returning toward the original area where the artwork was displayed, as the camera continues to tilt up.",
+              "As the camera completes its upward tilt, the same abstract painting is clearly visible again, centered on the hallway wall with its full canvas and black frame in view, as the camera continues to tilt up."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:42:48",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "abstract painting",
+            "core_attributes": [
+              "vertical orientation",
+              "black frame",
+              "mixed media artwork"
+            ],
+            "scene_context": [
+              "hallway wall decor",
+              "modern interior design",
+              "near entryway lighting"
+            ],
+            "must_keep": [
+              "focus on the artwork",
+              "maintain visibility of the frame and canvas"
+            ],
+            "must_avoid": [
+              "obscuring the full artwork",
+              "shifting focus to adjacent objects"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "tilt down",
+            "return": "tilt up"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"abstract painting\",\n  \"core_attributes\": [\"vertical orientation\", \"black frame\", \"mixed media artwork\"],\n  \"scene_context\": [\"hallway wall decor\", \"modern interior design\", \"near entryway lighting\"],\n  \"must_keep\": [\"focus on the artwork\", \"maintain visibility of the frame and canvas\"],\n  \"must_avoid\": [\"obscuring the full artwork\", \"shifting focus to adjacent objects\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A vertical abstract painting with a black frame hangs on the hallway wall, its mixed media artwork standing out in the modern interior design near the entryway lighting.\",\n    \"20-40%: The camera begins to tilt down, gradually moving away from the abstract painting while still capturing its lower edge and part of the frame.\",\n    \"40-60%: Continuing the downward tilt, the abstract painting is now fully out of frame and no longer visible.\",\n    \"60-80%: The camera starts to tilt upward, returning toward the original area where the artwork was displayed.\",\n    \"80-100%: As the camera completes its upward tilt, the same abstract painting is clearly visible again, centered on the hallway wall with its full canvas and black frame in view.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_270_60f60cfb",
+      "sample_id": "sample_270_60f60cfb",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_270_60f60cfb",
+        "instance_id": "vobj_sample_270_60f60cfb",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_270_60f60cfb",
+        "original_task_id": "sample_270_60f60cfb",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_270_60f60cfb_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_270_60f60cfb/first_frame.png",
+          "source_caption": "A sleek, modern house sits on a waterfront lot, surrounded by palm trees and lush landscaping, bathed in soft morning light that enhances its luxurious, tranquil setting.",
+          "best_center_x": "608",
+          "best_center_y": "320"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A modern waterfront house stands prominently on a canal, its multi-level structure featuring a white exterior with dark accents and large glass windows reflecting the morning light.",
+              "The camera begins to tilt up, revealing more of the sky above the modern waterfront house as it remains visible along the canal lined with palm trees.",
+              "Continuing the upward tilt, the subject is now fully out of frame, leaving only the surrounding palm trees and distant rooftops in view, as the camera continues to tilt up.",
+              "The camera starts to tilt down, gradually returning toward the original area near the canal and residential neighborhood.",
+              "As the camera completes its downward tilt, the modern waterfront house reappears clearly, showcasing its architectural details and waterfront setting once again, as the camera continues to tilt down."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:43:01",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "modern waterfront house",
+            "core_attributes": [
+              "multi-level structure",
+              "white exterior with dark accents",
+              "large glass windows"
+            ],
+            "scene_context": [
+              "located on a canal",
+              "surrounded by palm trees",
+              "adjacent to other residential properties"
+            ],
+            "must_keep": [
+              "focus on architectural details",
+              "maintain context of waterfront setting"
+            ],
+            "must_avoid": [
+              "describing the mask",
+              "mentioning artificial colors"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "tilt up",
+            "return": "tilt down"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"modern waterfront house\",\n  \"core_attributes\": [\"multi-level structure\", \"white exterior with dark accents\", \"large glass windows\"],\n  \"scene_context\": [\"located on a canal\", \"surrounded by palm trees\", \"adjacent to other residential properties\"],\n  \"must_keep\": [\"focus on architectural details\", \"maintain context of waterfront setting\"],\n  \"must_avoid\": [\"describing the mask\", \"mentioning artificial colors\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A modern waterfront house stands prominently on a canal, its multi-level structure featuring a white exterior with dark accents and large glass windows reflecting the morning light.\",\n    \"20-40%: The camera begins to tilt up, revealing more of the sky above the modern waterfront house as it remains visible along the canal lined with palm trees.\",\n    \"40-60%: Continuing the upward tilt, the modern waterfront house is now fully out of frame, leaving only the surrounding palm trees and distant rooftops in view.\",\n    \"60-80%: The camera starts to tilt down, gradually returning toward the original area near the canal and residential neighborhood.\",\n    \"80-100%: As the camera completes its downward tilt, the modern waterfront house reappears clearly, showcasing its architectural details and waterfront setting once again.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_272_f1ea4671",
+      "sample_id": "sample_272_f1ea4671",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_272_f1ea4671",
+        "instance_id": "vobj_sample_272_f1ea4671",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_272_f1ea4671",
+        "original_task_id": "sample_272_f1ea4671",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_272_f1ea4671_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_272_f1ea4671/first_frame.png",
+          "source_caption": "A stately, multi-story house with a light brick facade and large windows sits in a quiet, upscale neighborhood, framed by a bare tree and a muted winter palette.",
+          "best_center_x": "835",
+          "best_center_y": "446"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A stately, multi-story house with a light brick facade and large windows stands prominently in a quiet upscale neighborhood, framed by a bare tree under a muted winter sky.",
+              "The camera begins to pan left, gradually revealing more of the surrounding area while the house remains visible, showcasing architectural details like dormer windows and awnings.",
+              "As the pan continues left, the subject moves completely out of frame, leaving only the bare tree and the winter landscape in view, as the camera continues to pan left.",
+              "The camera now pans right, returning toward the original area, slowly bringing back elements of the neighborhood and the bare tree into focus.",
+              "The same house is clearly visible again, its light brick facade and large windows standing out in the quiet upscale neighborhood as the camera completes the return motion, as the camera continues to pan right."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:43:15",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "house",
+            "core_attributes": [
+              "light brick facade",
+              "multi-story",
+              "large windows"
+            ],
+            "scene_context": [
+              "quiet upscale neighborhood",
+              "bare tree in foreground",
+              "winter season"
+            ],
+            "must_keep": [
+              "focus on the house structure",
+              "include architectural details like dormer windows and awnings"
+            ],
+            "must_avoid": [
+              "describing the mask color",
+              "mentioning overlay effects"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "pan left",
+            "return": "pan right"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"house\",\n  \"core_attributes\": [\"light brick facade\", \"multi-story\", \"large windows\"],\n  \"scene_context\": [\"quiet upscale neighborhood\", \"bare tree in foreground\", \"winter season\"],\n  \"must_keep\": [\"focus on the house structure\", \"include architectural details like dormer windows and awnings\"],\n  \"must_avoid\": [\"describing the mask color\", \"mentioning overlay effects\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A stately, multi-story house with a light brick facade and large windows stands prominently in a quiet upscale neighborhood, framed by a bare tree under a muted winter sky.\",\n    \"20-40%: The camera begins to pan left, gradually revealing more of the surrounding area while the house remains visible, showcasing architectural details like dormer windows and awnings.\",\n    \"40-60%: As the pan continues left, the house moves completely out of frame, leaving only the bare tree and the winter landscape in view.\",\n    \"60-80%: The camera now pans right, returning toward the original area, slowly bringing back elements of the neighborhood and the bare tree into focus.\",\n    \"80-100%: The same house is clearly visible again, its light brick facade and large windows standing out in the quiet upscale neighborhood as the camera completes the return motion.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_274_0ea1a024",
+      "sample_id": "sample_274_0ea1a024",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_274_0ea1a024",
+        "instance_id": "vobj_sample_274_0ea1a024",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_274_0ea1a024",
+        "original_task_id": "sample_274_0ea1a024",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_274_0ea1a024_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_274_0ea1a024/first_frame.png",
+          "source_caption": "A modern, well-lit living room features eclectic decor, including a zebra rug, leather coffee table, and patterned curtains, exuding a stylish and welcoming ambiance.",
+          "best_center_x": "814",
+          "best_center_y": "491"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A teal upholstered armchair with wooden legs and a curved backrest sits prominently in the living room, positioned on a zebra rug near a bookshelf.",
+              "The camera begins to pan left, keeping the armchair visible as it moves away from its original position.",
+              "Continuing the leftward pan, the subject is now fully out of frame, leaving only the surrounding living room elements in view, as the camera continues to pan left.",
+              "The camera starts to pan right, returning toward the area where the armchair was initially located.",
+              "As the camera completes its rightward movement, the same teal upholstered armchair with wooden legs and a curved backrest is clearly visible again on the zebra rug, as the camera continues to pan right."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:43:27",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "armchair",
+            "core_attributes": [
+              "teal upholstery",
+              "wooden legs",
+              "curved backrest"
+            ],
+            "scene_context": [
+              "living room",
+              "near bookshelf",
+              "positioned on zebra rug"
+            ],
+            "must_keep": [
+              "maintain focus on armchair",
+              "preserve color and material details"
+            ],
+            "must_avoid": [
+              "including the green mask in description",
+              "mentioning artificial coloring"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "pan left",
+            "return": "pan right"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"armchair\",\n  \"core_attributes\": [\"teal upholstery\", \"wooden legs\", \"curved backrest\"],\n  \"scene_context\": [\"living room\", \"near bookshelf\", \"positioned on zebra rug\"],\n  \"must_keep\": [\"maintain focus on armchair\", \"preserve color and material details\"],\n  \"must_avoid\": [\"including the green mask in description\", \"mentioning artificial coloring\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A teal upholstered armchair with wooden legs and a curved backrest sits prominently in the living room, positioned on a zebra rug near a bookshelf.\",\n    \"20-40%: The camera begins to pan left, keeping the armchair visible as it moves away from its original position.\",\n    \"40-60%: Continuing the leftward pan, the armchair is now fully out of frame, leaving only the surrounding living room elements in view.\",\n    \"60-80%: The camera starts to pan right, returning toward the area where the armchair was initially located.\",\n    \"80-100%: As the camera completes its rightward movement, the same teal upholstered armchair with wooden legs and a curved backrest is clearly visible again on the zebra rug.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_281_7d05e2f8",
+      "sample_id": "sample_281_7d05e2f8",
+      "mask_object_id": "O1",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_281_7d05e2f8",
+        "instance_id": "vobj_sample_281_7d05e2f8",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_281_7d05e2f8",
+        "original_task_id": "sample_281_7d05e2f8",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_281_7d05e2f8_O1.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_281_7d05e2f8/first_frame.png",
+          "source_caption": "A lively nighttime waterfront pier, lit by string lights and streetlamps, features a wet cobblestone path, a large building with an anchor, and people strolling in a relaxed, festive atmosphere.",
+          "best_center_x": "87",
+          "best_center_y": "222"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A lively nighttime waterfront pier is illuminated by string lights and streetlamps, featuring a wet cobblestone path and a clearly visible building with anchor, its brick structure and large anchor mounted on the wall standing out against the dark sky.",
+              "The camera begins to pan left, showing the building with anchor still in view as people walk nearby along the pier, with the multiple windows glowing softly in the night.",
+              "Continuing the leftward pan, the subject moves completely out of frame, leaving only the waterfront and distant figures visible under the ambient glow of the lamps, as the camera continues to pan left.",
+              "The camera now pans right, returning toward the original area of the pier, capturing the wet cobblestones and passing pedestrians under the same nighttime lighting.",
+              "As the camera continues panning right, the building with anchor reappears in full view, its brick structure and large anchor once again clearly visible on the wall, with people strolling nearby."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:43:41",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "building with anchor",
+            "core_attributes": [
+              "brick structure",
+              "large anchor mounted on wall",
+              "multiple windows"
+            ],
+            "scene_context": [
+              "waterfront pier",
+              "nighttime setting",
+              "people walking nearby"
+            ],
+            "must_keep": [
+              "focus on the building and anchor",
+              "maintain visibility of the anchor's position on the wall"
+            ],
+            "must_avoid": [
+              "focusing on the mask overlay",
+              "describing the mask color or shape"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O1",
+          "camera_plan": {
+            "departure": "pan left",
+            "return": "pan right"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"building with anchor\",\n  \"core_attributes\": [\"brick structure\", \"large anchor mounted on wall\", \"multiple windows\"],\n  \"scene_context\": [\"waterfront pier\", \"nighttime setting\", \"people walking nearby\"],\n  \"must_keep\": [\"focus on the building and anchor\", \"maintain visibility of the anchor's position on the wall\"],\n  \"must_avoid\": [\"focusing on the mask overlay\", \"describing the mask color or shape\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A lively nighttime waterfront pier is illuminated by string lights and streetlamps, featuring a wet cobblestone path and a clearly visible building with anchor, its brick structure and large anchor mounted on the wall standing out against the dark sky.\",\n    \"20-40%: The camera begins to pan left, showing the building with anchor still in view as people walk nearby along the pier, with the multiple windows glowing softly in the night.\",\n    \"40-60%: Continuing the leftward pan, the building with anchor moves completely out of frame, leaving only the waterfront and distant figures visible under the ambient glow of the lamps.\",\n    \"60-80%: The camera now pans right, returning toward the original area of the pier, capturing the wet cobblestones and passing pedestrians under the same nighttime lighting.\",\n    \"80-100%: As the camera continues panning right, the building with anchor reappears in full view, its brick structure and large anchor once again clearly visible on the wall, with people strolling nearby.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_294_49dc26fa",
+      "sample_id": "sample_294_49dc26fa",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_294_49dc26fa",
+        "instance_id": "vobj_sample_294_49dc26fa",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_294_49dc26fa",
+        "original_task_id": "sample_294_49dc26fa",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_294_49dc26fa_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_294_49dc26fa/first_frame.png",
+          "source_caption": "A vintage train car with plush purple seats and Christmas decorations glides through a serene rural landscape under soft, golden-hour light, evoking a nostalgic, peaceful journey.",
+          "best_center_x": "518",
+          "best_center_y": "611"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "The camera shows a clear full view of the upholstered seat, featuring red fabric, a wooden frame, and patterned upholstery, positioned in the interior of a vintage train car facing the window side as part of a seating row.",
+              "The camera begins to tilt down, moving away from the upholstered seat, which remains visible but gradually lowers in the frame.",
+              "The camera continues tilting down, and the object is now fully out of frame, no longer visible in the shot.",
+              "The camera starts tilting up, returning toward the original area where the upholstered seat was initially seen.",
+              "The camera completes its upward tilt, bringing the same upholstered seat clearly back into view with its red fabric, wooden frame, and patterned upholstery intact, as the camera continues to tilt up."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:43:53",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "upholstered seat",
+            "core_attributes": [
+              "red fabric",
+              "wooden frame",
+              "patterned upholstery"
+            ],
+            "scene_context": [
+              "interior of vintage train car",
+              "facing window side",
+              "part of seating row"
+            ],
+            "must_keep": [
+              "focus on the physical object under mask",
+              "use original image for true appearance"
+            ],
+            "must_avoid": [
+              "mentioning the mask color",
+              "describing the overlay as part of the object"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "tilt down",
+            "return": "tilt up"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"upholstered seat\",\n  \"core_attributes\": [\"red fabric\", \"wooden frame\", \"patterned upholstery\"],\n  \"scene_context\": [\"interior of vintage train car\", \"facing window side\", \"part of seating row\"],\n  \"must_keep\": [\"focus on the physical object under mask\", \"use original image for true appearance\"],\n  \"must_avoid\": [\"mentioning the mask color\", \"describing the overlay as part of the object\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: The camera shows a clear full view of the upholstered seat, featuring red fabric, a wooden frame, and patterned upholstery, positioned in the interior of a vintage train car facing the window side as part of a seating row.\",\n    \"20-40%: The camera begins to tilt down, moving away from the upholstered seat, which remains visible but gradually lowers in the frame.\",\n    \"40-60%: The camera continues tilting down, and the object is now fully out of frame, no longer visible in the shot.\",\n    \"60-80%: The camera starts tilting up, returning toward the original area where the upholstered seat was initially seen.\",\n    \"80-100%: The camera completes its upward tilt, bringing the same upholstered seat clearly back into view with its red fabric, wooden frame, and patterned upholstery intact.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_296_0cc2f0ff",
+      "sample_id": "sample_296_0cc2f0ff",
+      "mask_object_id": "O1",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_296_0cc2f0ff",
+        "instance_id": "vobj_sample_296_0cc2f0ff",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_296_0cc2f0ff",
+        "original_task_id": "sample_296_0cc2f0ff",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_296_0cc2f0ff_O1.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_296_0cc2f0ff/first_frame.png",
+          "source_caption": "A serene marina at dusk, lit by warm artificial lights, showcases sleek yachts against a dark sky with a blue horizon, exuding luxury and calm.",
+          "best_center_x": "836",
+          "best_center_y": "444"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A serene marina at dusk, lit by warm artificial lights, reveals a red yacht with a red hull, black lettering, and multi-level deck moored alongside other yachts.",
+              "The camera begins to pan left, keeping the red yacht clearly visible as it moves away from the center of the frame.",
+              "Continuing the leftward pan, the subject is now fully out of frame, no longer visible in the scene, as the camera continues to pan left.",
+              "The camera starts panning right, returning toward the original area of the marina.",
+              "As the camera continues its rightward movement, the red yacht reappears clearly in view, maintaining full visibility of its structure, as the camera continues to pan right."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:44:04",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "red yacht",
+            "core_attributes": [
+              "red hull",
+              "black lettering",
+              "multi-level deck"
+            ],
+            "scene_context": [
+              "marina at dusk",
+              "moored alongside other yachts",
+              "artificial lighting illuminating the scene"
+            ],
+            "must_keep": [
+              "focus on the red yacht",
+              "maintain visibility of its full structure"
+            ],
+            "must_avoid": [
+              "focusing on the white yacht",
+              "including unrelated boats in primary view"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O1",
+          "camera_plan": {
+            "departure": "pan left",
+            "return": "pan right"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"red yacht\",\n  \"core_attributes\": [\"red hull\", \"black lettering\", \"multi-level deck\"],\n  \"scene_context\": [\"marina at dusk\", \"moored alongside other yachts\", \"artificial lighting illuminating the scene\"],\n  \"must_keep\": [\"focus on the red yacht\", \"maintain visibility of its full structure\"],\n  \"must_avoid\": [\"focusing on the white yacht\", \"including unrelated boats in primary view\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A serene marina at dusk, lit by warm artificial lights, reveals a red yacht with a red hull, black lettering, and multi-level deck moored alongside other yachts.\",\n    \"20-40%: The camera begins to pan left, keeping the red yacht clearly visible as it moves away from the center of the frame.\",\n    \"40-60%: Continuing the leftward pan, the red yacht is now fully out of frame, no longer visible in the scene.\",\n    \"60-80%: The camera starts panning right, returning toward the original area of the marina.\",\n    \"80-100%: As the camera continues its rightward movement, the red yacht reappears clearly in view, maintaining full visibility of its structure.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_305_36568c5b",
+      "sample_id": "sample_305_36568c5b",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_305_36568c5b",
+        "instance_id": "vobj_sample_305_36568c5b",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_305_36568c5b",
+        "original_task_id": "sample_305_36568c5b",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_305_36568c5b_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_305_36568c5b/first_frame.png",
+          "source_caption": "A luxurious yacht deck under bright sunlight features a woman in a striped jumpsuit, surrounded by upscale amenities and a view of a modern city skyline.",
+          "best_center_x": "227",
+          "best_center_y": "471"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "The outdoor seating, white cushioned and L-shaped, is clearly visible on the yacht deck, upholstered and positioned near the railing with a view of the city skyline.",
+              "As the camera begins to pan left, the outdoor seating remains in frame, still showing its full structure and spatial relationship with nearby tables and loungers.",
+              "Continuing the leftward pan, the subject is now fully out of frame and no longer visible, leaving only the deck and distant skyline in view, as the camera continues to pan left.",
+              "The camera starts panning right, returning toward the original area of the yacht deck, gradually revealing parts of the surrounding lounge space.",
+              "The outdoor seating comes back into clear view as the camera completes its rightward movement, once again showcasing its white cushioned, L-shaped design and placement within the outdoor lounge area, as the camera continues to pan right."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:44:17",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "outdoor seating",
+            "core_attributes": [
+              "white cushioned",
+              "L-shaped",
+              "upholstered"
+            ],
+            "scene_context": [
+              "yacht deck",
+              "luxury boat interior",
+              "outdoor lounge area"
+            ],
+            "must_keep": [
+              "focus on seating structure",
+              "maintain spatial relationship with surrounding furniture"
+            ],
+            "must_avoid": [
+              "mentioning color overlays",
+              "describing the mask itself"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "pan left",
+            "return": "pan right"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"outdoor seating\",\n  \"core_attributes\": [\"white cushioned\", \"L-shaped\", \"upholstered\"],\n  \"scene_context\": [\"yacht deck\", \"luxury boat interior\", \"outdoor lounge area\"],\n  \"must_keep\": [\"focus on seating structure\", \"maintain spatial relationship with surrounding furniture\"],\n  \"must_avoid\": [\"mentioning color overlays\", \"describing the mask itself\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: The outdoor seating, white cushioned and L-shaped, is clearly visible on the yacht deck, upholstered and positioned near the railing with a view of the city skyline.\",\n    \"20-40%: As the camera begins to pan left, the outdoor seating remains in frame, still showing its full structure and spatial relationship with nearby tables and loungers.\",\n    \"40-60%: Continuing the leftward pan, the outdoor seating is now fully out of frame and no longer visible, leaving only the deck and distant skyline in view.\",\n    \"60-80%: The camera starts panning right, returning toward the original area of the yacht deck, gradually revealing parts of the surrounding lounge space.\",\n    \"80-100%: The outdoor seating comes back into clear view as the camera completes its rightward movement, once again showcasing its white cushioned, L-shaped design and placement within the outdoor lounge area.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_307_75951be3",
+      "sample_id": "sample_307_75951be3",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_307_75951be3",
+        "instance_id": "vobj_sample_307_75951be3",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_307_75951be3",
+        "original_task_id": "sample_307_75951be3",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_307_75951be3_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_307_75951be3/first_frame.png",
+          "source_caption": "A cozy wooden café sits against a rocky cliff, under a blue sky, with guests enjoying meals under shaded umbrellas in a tranquil, inviting setting.",
+          "best_center_x": "544",
+          "best_center_y": "366"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "The yellow building stands prominently with its wooden facade, triangular roof, and multiple windows, nestled against a rocky cliff in a mountain village, surrounded by outdoor seating.",
+              "The camera begins to pan right, moving away from the yellow building, which remains visible as it gradually shifts toward the edge of the frame.",
+              "Continuing the pan right, the structure is now fully out of frame, leaving only the surrounding rocky cliff and distant village in view.",
+              "The camera starts to pan left, returning toward the original area, capturing more of the mountain village and the natural landscape.",
+              "As the camera completes the pan left, the yellow building comes back into clear view, its wooden facade, triangular roof, and multiple windows sharply defined."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:44:31",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "yellow building",
+            "core_attributes": [
+              "wooden facade",
+              "triangular roof",
+              "multiple windows"
+            ],
+            "scene_context": [
+              "adjacent to rocky cliff",
+              "part of a mountain village",
+              "surrounded by outdoor seating"
+            ],
+            "must_keep": [
+              "focus on the yellow building",
+              "maintain clarity of architectural details"
+            ],
+            "must_avoid": [
+              "including the green mask in description",
+              "mentioning color overlay"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "pan right",
+            "return": "pan left"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"yellow building\",\n  \"core_attributes\": [\"wooden facade\", \"triangular roof\", \"multiple windows\"],\n  \"scene_context\": [\"adjacent to rocky cliff\", \"part of a mountain village\", \"surrounded by outdoor seating\"],\n  \"must_keep\": [\"focus on the yellow building\", \"maintain clarity of architectural details\"],\n  \"must_avoid\": [\"including the green mask in description\", \"mentioning color overlay\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: The yellow building stands prominently with its wooden facade, triangular roof, and multiple windows, nestled against a rocky cliff in a mountain village, surrounded by outdoor seating.\",\n    \"20-40%: The camera begins to pan right, moving away from the yellow building, which remains visible as it gradually shifts toward the edge of the frame.\",\n    \"40-60%: Continuing the pan right, the structure is now fully out of frame, leaving only the surrounding rocky cliff and distant village in view.\",\n    \"60-80%: The camera starts to pan left, returning toward the original area, capturing more of the mountain village and the natural landscape.\",\n    \"80-100%: As the camera completes the pan left, the yellow building comes back into clear view, its wooden facade, triangular roof, and multiple windows sharply defined.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_323_347da0fd",
+      "sample_id": "sample_323_347da0fd",
+      "mask_object_id": "O1",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_323_347da0fd",
+        "instance_id": "vobj_sample_323_347da0fd",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_323_347da0fd",
+        "original_task_id": "sample_323_347da0fd",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_323_347da0fd_O1.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_323_347da0fd/first_frame.png",
+          "source_caption": "A quiet Japanese street during the day, flanked by a red building and a mossy older structure, leading to a modern high-rise with balconies under a clear blue sky.",
+          "best_center_x": "546",
+          "best_center_y": "457"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A clear full view of the modern building with red and gray facade, standing prominently in an urban residential area beside a mossy older structure and near greenery.",
+              "The camera begins to tilt down, moving away from the modern building with red and gray facade, which remains visible but gradually lowers in the frame.",
+              "Continuing the downward tilt, the building is now fully out of frame, no longer visible as the camera focuses on the ground level surroundings, as the camera continues to tilt down.",
+              "The camera starts to tilt up, returning toward the original area, capturing the surrounding environment as it ascends.",
+              "The camera completes its upward tilt, bringing the modern building with red and gray facade clearly back into view, maintaining focus on its architectural features and entrance signage, as the camera continues to tilt up."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:44:44",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "modern building with red and gray facade",
+            "core_attributes": [
+              "multi-story",
+              "metallic cladding",
+              "rectangular windows"
+            ],
+            "scene_context": [
+              "urban residential area",
+              "adjacent to older structure",
+              "near greenery"
+            ],
+            "must_keep": [
+              "focus on building's architectural features",
+              "maintain visibility of the entrance and signage"
+            ],
+            "must_avoid": [
+              "obscuring the building with foreground plants",
+              "shifting focus to neighboring structures"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O1",
+          "camera_plan": {
+            "departure": "tilt down",
+            "return": "tilt up"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"modern building with red and gray facade\",\n  \"core_attributes\": [\"multi-story\", \"metallic cladding\", \"rectangular windows\"],\n  \"scene_context\": [\"urban residential area\", \"adjacent to older structure\", \"near greenery\"],\n  \"must_keep\": [\"focus on building's architectural features\", \"maintain visibility of the entrance and signage\"],\n  \"must_avoid\": [\"obscuring the building with foreground plants\", \"shifting focus to neighboring structures\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A clear full view of the modern building with red and gray facade, standing prominently in an urban residential area beside a mossy older structure and near greenery.\",\n    \"20-40%: The camera begins to tilt down, moving away from the modern building with red and gray facade, which remains visible but gradually lowers in the frame.\",\n    \"40-60%: Continuing the downward tilt, the building is now fully out of frame, no longer visible as the camera focuses on the ground level surroundings.\",\n    \"60-80%: The camera starts to tilt up, returning toward the original area, capturing the surrounding environment as it ascends.\",\n    \"80-100%: The camera completes its upward tilt, bringing the modern building with red and gray facade clearly back into view, maintaining focus on its architectural features and entrance signage.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_324_e260e1f2",
+      "sample_id": "sample_324_e260e1f2",
+      "mask_object_id": "O0",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_324_e260e1f2",
+        "instance_id": "vobj_sample_324_e260e1f2",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_324_e260e1f2",
+        "original_task_id": "sample_324_e260e1f2",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_324_e260e1f2_O0.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_324_e260e1f2/first_frame.png",
+          "source_caption": "A vintage camper van sits on a gravel lot overlooking a calm coastal town, with a lighthouse in the distance, under an overcast sky that enhances the serene, nostalgic atmosphere.",
+          "best_center_x": "342",
+          "best_center_y": "372"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A vintage camper van with a white and beige exterior and pop-up roof is parked on a gravel lot, facing the coastal town under an overcast sky.",
+              "The camera begins to pan left, showing the camper van still visible as it slowly moves out of the frame.",
+              "The vehicle is now fully out of frame, with only the gravel lot and coastal town remaining in view, as the camera continues to pan left.",
+              "The camera starts panning right, returning toward the original area where the camper van was positioned.",
+              "The same vintage camper van comes back into clear view, fully visible with its pop-up roof and white and beige exterior against the coastal backdrop, as the camera continues to pan right."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "dashscope_vlm_two_stage_mask_plus_gt",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T01:44:56",
+          "model": "qwen-vl-max-latest",
+          "object_card": {
+            "object_name": "camper van",
+            "core_attributes": [
+              "vintage",
+              "white and beige exterior",
+              "pop-up roof"
+            ],
+            "scene_context": [
+              "gravel lot",
+              "coastal town in background",
+              "overcast sky"
+            ],
+            "must_keep": [
+              "focus on the camper van",
+              "maintain visibility of the vehicle's full structure"
+            ],
+            "must_avoid": [
+              "describing the mask color",
+              "mentioning artificial overlays"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same object clearly visible again"
+            }
+          },
+          "mask_object_id": "O0",
+          "camera_plan": {
+            "departure": "pan left",
+            "return": "pan right"
+          }
+        }
+      },
+      "raw": {
+        "stage1": "{\n  \"object_name\": \"camper van\",\n  \"core_attributes\": [\"vintage\", \"white and beige exterior\", \"pop-up roof\"],\n  \"scene_context\": [\"gravel lot\", \"coastal town in background\", \"overcast sky\"],\n  \"must_keep\": [\"focus on the camper van\", \"maintain visibility of the vehicle's full structure\"],\n  \"must_avoid\": [\"describing the mask color\", \"mentioning artificial overlays\"],\n  \"visibility_plan\": {\n    \"seg1\": \"clear full view\",\n    \"seg2\": \"still visible while camera starts moving away\",\n    \"seg3\": \"fully out of frame\",\n    \"seg4\": \"camera returns toward the original area\",\n    \"seg5\": \"same object clearly visible again\"\n  }\n}",
+        "stage2": "{\n  \"level_3\": [\n    \"0-20%: A vintage camper van with a white and beige exterior and pop-up roof is parked on a gravel lot, facing the coastal town under an overcast sky.\",\n    \"20-40%: The camera begins to pan left, showing the camper van still visible as it slowly moves out of the frame.\",\n    \"40-60%: The vehicle is now fully out of frame, with only the gravel lot and coastal town remaining in view.\",\n    \"60-80%: The camera starts panning right, returning toward the original area where the camper van was positioned.\",\n    \"80-100%: The same vintage camper van comes back into clear view, fully visible with its pop-up roof and white and beige exterior against the coastal backdrop.\"\n  ]\n}"
+      }
+    },
+    {
+      "task_id": "vobj_sample_146_adf770c5",
+      "sample_id": "sample_146_adf770c5",
+      "mask_object_id": "O1",
+      "status": "ok",
+      "record": {
+        "task_id": "vobj_sample_146_adf770c5",
+        "instance_id": "vobj_sample_146_adf770c5",
+        "task_type": "entity_consistency",
+        "category": "object",
+        "subcategory": "entity_object",
+        "source_task": "sample_146_adf770c5",
+        "original_task_id": "sample_146_adf770c5",
+        "ground_truth": {
+          "reference_image_path": "/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/object_masks_100_correct/mask_viz/sample_146_adf770c5_O1.png",
+          "first_frame_path": "/apdcephfs/mnt/shaoguan1cephfs/wevision-vfx/zjangozhang/MBench/gen_resultsa/MBench-A/gt/Spatial/sample_146_adf770c5/first_frame.png",
+          "source_caption": "A peaceful hillside village with stone-walled homes and tiled roofs, framed by dense foliage under soft, golden-hour lighting.",
+          "best_center_x": "86",
+          "best_center_y": "354"
+        },
+        "generation_prompts": {
+          "category": "Entity Consistency",
+          "prompts": {
+            "level_3": [
+              "A patch of sky appears above the hillside village, glowing softly in the golden-hour light beyond the tiled roofs and dense foliage.",
+              "The camera begins to tilt up, keeping the sky still visible above the village rooftops as more of the upper scene enters view.",
+              "The tilt continues upward until the original highlighted region is fully out of frame, leaving only higher sky and upper atmosphere visible.",
+              "The camera starts to tilt down, returning toward the original hillside village view and the upper edge of the rooftops.",
+              "As the camera tilts back down, the same patch of sky becomes clearly visible again above the stone-walled homes and surrounding foliage."
+            ]
+          }
+        },
+        "meta": {
+          "source_dataset": "MBench-A object mask_viz_100",
+          "generation_method": "manual_fallback_due_to_annotation_issue",
+          "review_status": "pending",
+          "generated_at": "2026-05-15T00:00:00",
+          "model": "manual_fallback",
+          "object_card": {
+            "object_name": "patch of sky",
+            "core_attributes": [
+              "soft golden-hour light",
+              "above village rooftops",
+              "partially framed by foliage"
+            ],
+            "scene_context": [
+              "peaceful hillside village",
+              "stone-walled homes",
+              "dense foliage"
+            ],
+            "must_keep": [
+              "same upper-scene region",
+              "same lighting condition"
+            ],
+            "must_avoid": [
+              "treating the mask as an object",
+              "inventing a foreground object not present in the image"
+            ],
+            "visibility_plan": {
+              "seg1": "clear full view",
+              "seg2": "still visible while camera starts moving away",
+              "seg3": "fully out of frame",
+              "seg4": "camera returns toward the original area",
+              "seg5": "same region clearly visible again"
+            }
+          },
+          "mask_object_id": "O1",
+          "camera_plan": {
+            "departure": "tilt up",
+            "return": "tilt down"
+          },
+          "note": "Mixed in by request even though the annotation appears to target background sky rather than a concrete object."
+        }
+      },
+      "raw": {
+        "stage1": "manual fallback",
+        "stage2": "manual fallback"
+      }
+    }
+  ]
+}
diff --git a/MBench-V/0514_object/prompt_0514/prompts_object.json b/MBench-V/0514_object/prompt_0514/prompts_object.json
new file mode 100644
index 0000000000000000000000000000000000000000..ddaf12e04b80f608323d1efa21c2d5446ef66055
--- /dev/null
+++ b/MBench-V/0514_object/prompt_0514/prompts_object.json
@@ -0,0 +1,1502 @@
+[
+  {
+    "task_id": "vobj_sample_003_a51f0378",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A massive reddish-brown bridge tower rises from the water, its steel structure standing tall under daylight in a suspension bridge scene.",
+          "The camera tilts upward, moving away from the bridge tower while it remains visible in the frame, as the camera continues to tilt up.",
+          "Continuing the upward tilt, the subject is now fully out of frame and no longer visible, as the camera continues to tilt up.",
+          "The camera begins to tilt downward, returning toward the original area above the water, as the camera continues to tilt down.",
+          "As the camera continues tilting down, the same bridge tower reappears clearly in view, maintaining perspective from above."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_004_2bcc2a1e",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A wooden chalet with a triangular roof and multiple windows stands prominently in the alpine village, nestled against a mountain backdrop.",
+          "The camera begins to pan right, revealing more of the residential area while the chalet remains visible in the frame.",
+          "As the camera continues panning right, the subject moves out of view and is no longer visible in the scene.",
+          "The camera now pans left, returning toward the original area of the alpine village.",
+          "The same chalet comes back into clear view, its wooden exterior and triangular roof standing out once again in the mountain setting, as the camera continues to pan left."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_007_7b421919",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A dimly lit interior room features a richly decorated bookshelf displaying personal mementos, books, and a framed artwork with a wooden frame, monochrome drawing, and abstract figure.",
+          "The camera begins to pan left, and the framed artwork remains visible on the bookshelf as part of the interior decor.",
+          "Continuing the leftward pan, the subject is now fully out of frame and no longer visible, as the camera continues to pan left.",
+          "The camera starts to pan right, returning toward the original area of the bookshelf display.",
+          "As the camera continues panning right, the same framed artwork becomes clearly visible again on the bookshelf."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_008_93bb110c",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A clear full view of the timber-framed building with its half-timbered facade, gray roof, and wooden shutters stands prominently in the European village square, surrounded by cobblestone streets and pedestrians.",
+          "The camera begins to tilt down, gradually moving away from the timber-framed building while still capturing its lower portion and the surrounding cobblestone street.",
+          "The camera continues tilting down, fully removing the building from view as it focuses on the ground level of the square, where pedestrians walk along the stones. It is fully out of frame.",
+          "The camera starts to tilt up, returning toward the original area of the village square, bringing back the architectural context of the scene.",
+          "As the camera completes its upward tilt, the timber-framed building is clearly visible again, showcasing its half-timbered facade and gray roof within the peaceful village setting, as the camera continues to tilt up."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_009_e7acdee3",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman carefully arranges blue flowers in a decorative vase, their delicate light blue petals and tall stems clearly visible against the colorful interior with paint swatches.",
+          "The camera begins to pan right, showing the blue flowers still in view as the woman continues arranging them in the vibrant room.",
+          "Continuing the pan right, the flowers are now fully out of frame, leaving only the colorful interior and paint swatches visible.",
+          "The camera starts to pan left, returning toward the original area where the floral arrangement was positioned.",
+          "As the camera completes its leftward movement, the blue flowers are once again clearly visible in the decorative vase, maintaining their delicate details, as the camera continues to pan left. The same object is visible again."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_011_0cf11c81",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A dark brown wooden door with horizontal planks and metal hinges stands prominently in a stone-paved courtyard, framed by ornate stone pillars and the historic building facade.",
+          "The camera begins to tilt down, gradually revealing more of the courtyard's stone pavement while the wooden door remains visible at the top of the frame.",
+          "As the camera continues tilting down, the subject is no longer visible, leaving only the stone-paved ground and lower sections of the pillars in view.",
+          "The camera starts tilting up, moving back toward the original area, bringing the surrounding architecture into focus once again.",
+          "The camera completes its upward tilt, clearly showing the same dark brown wooden door with horizontal planks and metal hinges, now fully visible against the historic building facade, as the camera continues to tilt up."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_018_4f1be0fa",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A multi-story modern commercial building stands prominently in the urban cityscape, surrounded by traffic-filled streets under overcast skies.",
+          "The camera begins to pan left, gradually moving away from the building while still keeping it visible in the frame.",
+          "As the camera continues panning left, the subject is now fully out of frame and no longer visible.",
+          "The camera starts to pan right, returning toward the original area of the cityscape.",
+          "The same multi-story modern commercial building comes back into clear view as the camera completes its return pan, as the camera continues to pan right."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_020_76518d85",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A multi-story house with a brown and white exterior and wooden balconies stands prominently in a rural village setting, surrounded by green fields and near a paved road.",
+          "The camera begins to pan left, showing the house still visible as it moves away from the original position.",
+          "As the camera continues panning left, the structure is now fully out of frame, no longer visible in the shot.",
+          "The camera starts to pan right, returning toward the original area where the house was first seen.",
+          "The same house reappears clearly in view, its architectural details once again visible against the backdrop of green fields and the rural landscape, as the camera continues to pan right."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_024_3575967d",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A luxurious interior reveals a zebra-print rug with a black and white striped pattern, positioned beneath a yellow chaise lounge on top of a floral carpet.",
+          "The camera begins to pan right, keeping the zebra-print rug visible as it moves toward the edge of the frame.",
+          "The camera continues panning right, and the subject is now fully out of frame, no longer visible in the shot.",
+          "The camera starts to pan left, returning toward the original area of the room.",
+          "As the camera completes its leftward movement, the zebra-print rug comes back into clear view, maintaining its distinct shape and textured surface, as the camera continues to pan left."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_028_5d0f25bb",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A cyclist wearing a black helmet rides along a desert trail, the protective headgear clearly visible as they navigate the rugged terrain.",
+          "The camera begins to pan left, following the rider's movement, with the helmet still in view as they continue mountain biking through the outdoor adventure setting.",
+          "As the pan continues left, the object is now fully out of frame and no longer visible, as the camera continues to pan left.",
+          "The camera starts to pan right, returning toward the original area where the cyclist was initially seen.",
+          "The pan completes its return motion, bringing the cyclist back into view with the black helmet clearly visible again, emphasizing the rider's safety equipment, as the camera continues to pan right."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_035_2573c798",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "The road surface is clearly visible as a smooth, gray asphalt pavement in the center of a quiet residential street, with a driveway access leading to a nearby home.",
+          "As the camera begins to pan left, the road surface remains in view, stretching along the vehicle travel path past a white van parked on the side.",
+          "Continuing the leftward pan, the subject is now fully out of frame, leaving only the surrounding houses and sky in view, as the camera continues to pan left.",
+          "The camera starts panning right, moving back toward the original area, gradually revealing the edge of the residential street and nearby structures.",
+          "The road surface is once again clearly visible, restored in full view as the camera completes its return, showing the same paved gray asphalt under the bright blue sky, as the camera continues to pan right. The same object is visible again."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_040_875ac661",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A sleek, modern dining area features a long table beneath a clearly visible geometric pendant light with a black metal frame and geometric design, suspended from the ceiling.",
+          "The camera begins to pan right, gradually moving away from the geometric pendant light, which remains partially visible above the dining table.",
+          "Continuing the pan right, the light fixture is now fully out of frame, no longer visible in the scene.",
+          "The camera starts to pan left, returning toward the original area of the dining space.",
+          "As the camera continues panning left, the geometric pendant light comes back into clear view, suspended above the dining table with its modern style and structure fully visible."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_046_cc35b573",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A large, leafy tree with green foliage stands prominently on the tropical roadside near a parking area, surrounded by palm trees and bathed in sunlight.",
+          "The camera begins to pan right, gradually moving away from the tree while still capturing its full form against the backdrop of the roadside environment.",
+          "As the camera continues panning right, the subject is now fully out of frame, leaving only the surrounding tropical scenery visible.",
+          "The camera starts panning left, returning toward the original area along the roadside lined with palm trees and parked cars.",
+          "The same large, leafy tree with green foliage comes back into clear view as the camera completes its leftward pan, reestablishing the scene, as the camera continues to pan left."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_050_9944ca5f",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A luxury yacht with a white hull, multiple decks, and satellite domes is clearly visible in the marina harbor, surrounded by other boats and near waterfront buildings.",
+          "The camera begins to tilt down, gradually moving away from the luxury yacht, which remains visible but starts to descend from view.",
+          "The camera continues tilting down, and the object is now fully out of frame, no longer visible in the shot.",
+          "The camera begins to tilt up, returning toward the original area of the marina harbor.",
+          "As the camera completes its upward tilt, the luxury yacht reappears clearly in the frame, showcasing its white hull, multiple decks, and satellite domes, as the camera continues to tilt up."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_053_870be085",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A clear full view of the wooden chalet building, a multi-story structure with a brown wooden exterior and balconies adorned with flower boxes, stands prominently in a European alpine village near a road intersection, adjacent to a hotel.",
+          "The camera begins to tilt up, gradually moving away from the wooden chalet building, which remains visible as it recedes into the upper frame against the backdrop of the mountainous landscape.",
+          "As the camera continues tilting upward, the subject is now fully out of frame, leaving only the sky and distant peaks in view, as the camera continues to tilt up.",
+          "The camera starts to tilt down, returning toward the original area of the village street, capturing parked cars and signage along the roadside.",
+          "The camera completes its downward tilt, bringing the wooden chalet building back into clear view, once again showcasing its architectural details and surrounding context, as the camera continues to tilt down. The same object is visible again."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_057_a6023ca8",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A medium-sized red-leafed tree with purple-red foliage stands clearly between two trash bins and benches near a stone pier in a lakeside village.",
+          "The camera pans right, moving away from the red-leafed tree, which remains visible but gradually shifts toward the edge of the frame.",
+          "Continuing the pan right, the tree is now fully out of frame and no longer visible.",
+          "The camera begins to pan left, returning toward the original area where the tree was initially seen.",
+          "As the camera continues panning left, the same red-leafed tree comes back into clear view between the trash bins and benches."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_059_035d1e10",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A rectangular plaque with a dark surface and inscribed text is clearly visible, mounted on the wall near the altar area inside the church.",
+          "The camera begins to pan left, moving away from the plaque, which remains partially visible in the frame.",
+          "The camera continues panning left, and the object is now fully out of frame, no longer visible.",
+          "The camera starts to pan right, returning toward the original area where the plaque was located.",
+          "The camera completes its rightward pan, bringing the same plaque back into clear view, with its inscribed text fully visible, as the camera continues to pan right. The same object is visible again."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_062_5b0f85a1",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A white house with a dark roof and multiple windows stands clearly in the mountain village, surrounded by natural tones and nestled near a road intersection.",
+          "The camera begins to tilt down, moving away from the house, which remains visible in the lower part of the frame as the surrounding residential area comes into view.",
+          "the subject is now fully out of frame as the camera continues its downward tilt, revealing more of the ground and nearby terrain without showing the structure, as the camera continues to tilt down.",
+          "The camera starts to tilt up, returning toward the original area, gradually bringing back the mountain village landscape and approaching the initial viewpoint.",
+          "The same white house with a dark roof and multiple windows is clearly visible again as the camera completes its upward tilt, re-establishing the scene in the residential area near the road intersection, as the camera continues to tilt up."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_067_7fbe262b",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "The building facade stands prominently in the urban night setting, showcasing its modern architectural design with glass and steel construction and an illuminated Christmas tree decoration.",
+          "The camera begins to tilt down, gradually moving away from the building facade, which remains visible but starts to recede from view.",
+          "As the camera continues tilting down, the subject is now fully out of frame, leaving only the lower portion of the street and surrounding darkness visible.",
+          "The camera starts to tilt up, returning toward the original area where the building facade was first seen.",
+          "The camera completes its upward tilt, bringing the building facade clearly back into view, highlighting its festive holiday display and sleek exterior features, as the camera continues to tilt up."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_068_3f64c617",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A modern building entrance features a door with a metallic frame, frosted glass panel, and silver handle, positioned adjacent to a glass wall as part of a secure access point.",
+          "The camera begins to pan right, moving away from the door while it remains visible in the frame, still showing its metallic frame and frosted glass panel.",
+          "Continuing the pan right, the subject is now fully out of frame and no longer visible, with only the surrounding structural elements in view.",
+          "The camera starts to pan left, returning toward the original area where the door was initially shown.",
+          "As the camera continues panning left, the same door comes back into clear view, displaying its metallic frame, frosted glass panel, and silver handle."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_069_662f40ca",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A rocky mountain peak rises majestically in the distance, forest-covered and framed by a clear blue sky, with the entire peak visible in the frame.",
+          "The camera begins to tilt down, gradually moving away from the mountain peak, which remains visible but starts to recede from view.",
+          "The camera continues tilting downward, and the subject is now fully out of frame, leaving only the forested foreground in sight, as the camera continues to tilt down.",
+          "The camera starts to tilt upward, returning toward the original area where the mountain peak was initially seen, as the camera continues to tilt up.",
+          "As the camera completes its upward tilt, the same mountain peak reappears clearly in full view, still surrounded by trees and under the blue sky, as the camera continues to tilt up."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_072_24f8955b",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A clear view of the living room shows an arched window with stained glass and a white frame, positioned above the television, letting in natural light.",
+          "The camera begins to pan left, and the window remains visible as it gradually moves toward the edge of the frame.",
+          "The camera continues panning left, and the subject is now fully out of frame, no longer visible in the scene.",
+          "The camera starts panning right, returning toward the original area of the living room.",
+          "The camera completes its return, and the same arched window with stained glass and white frame is clearly visible again above the television, as the camera continues to pan right."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_074_b35b899e",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A crisp lettuce with purple and green leaves is displayed as the centerpiece arrangement on a buffet table in an upscale restaurant, surrounded by other fresh salad ingredients.",
+          "The camera begins to pan right, keeping the lettuce visible as it moves away from the center of the frame.",
+          "the subject is now fully out of frame as the camera continues panning right across the buffet table.",
+          "The camera starts to pan left, returning toward the original area where the centerpiece was located.",
+          "The same crisp lettuce with purple and green leaves reappears clearly in view, still positioned as the centerpiece among the surrounding salad ingredients, as the camera continues to pan left."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_075_4d2512f7",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A clear aerial view reveals a two-story house with gray roof nestled in a coastal residential neighborhood, surrounded by palm trees and adjacent to a swimming pool.",
+          "The camera begins to tilt up, gradually moving away from the two-story house with gray roof, which remains visible as the surrounding greenery stretches into the frame.",
+          "Continuing the upward tilt, the house is now fully out of frame, leaving only the sky and treetops in view, as the camera continues to tilt up.",
+          "The camera starts to tilt down, returning toward the original area with the coastal landscape slowly coming back into sight.",
+          "As the camera completes its downward tilt, the two-story house with gray roof reappears clearly, framed by palm trees and the nearby pool, as the camera continues to tilt down."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_076_a2afa347",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A large, leafy green tree stands prominently near the sidewalk on a quiet residential street, adjacent to houses under bright daylight.",
+          "The camera begins to tilt down, gradually moving away from the tree, which remains visible but starts to shift out of view.",
+          "the subject is now fully out of frame as the camera continues its downward tilt, focusing on the lower portion of the scene, as the camera continues to tilt down.",
+          "The camera begins to tilt upward, returning toward the original area where the tree was first seen, as the camera continues to tilt up.",
+          "As the camera completes its upward tilt, the same large, leafy green tree is clearly visible again, still positioned near the sidewalk and houses, as the camera continues to tilt up."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_077_fffd4177",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "The rocky shoreline is clearly visible, with its irregular surface and partially submerged rocks forming a natural boundary along the coastal area, where waves gently lap against the formations.",
+          "The camera begins to tilt down, moving away from the rocky shoreline, which remains visible but gradually recedes from view as the focus shifts downward.",
+          "the subject is now fully out of frame, with the camera continuing its downward tilt, capturing only the lower edge of the scene and the water below, as the camera continues to tilt down.",
+          "The camera starts to tilt up, returning toward the original area, slowly revealing more of the coastal environment and approaching the initial viewpoint.",
+          "The rocky shoreline comes back into clear view, once again showing its natural rock formations and interaction with the water, as the camera completes its upward tilt, as the camera continues to tilt up."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_086_2bfd2b96",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "The wooden accent wall stands prominently as a living room focal point, its vertical wood paneling and dark brown finish creating a textured surface behind bench seating.",
+          "The camera begins to pan right, the wooden accent wall still visible as it recedes from view while maintaining the natural grain details.",
+          "Continuing the pan right, the wall is now fully out of frame and no longer visible, with the kitchen area coming into focus.",
+          "The camera starts to pan left, returning toward the original area of the living room.",
+          "As the pan left continues, the wooden accent wall reappears clearly in full view, its full height and texture preserved."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_088_033953e2",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A tall, modern skyscraper with a glass facade stands prominently in the urban environment, surrounded by other high-rise buildings under a clear blue sky.",
+          "The camera begins to pan right, keeping the skyscraper visible as it moves away from its original position in the frame.",
+          "As the camera continues panning right, the subject is now fully out of frame, no longer visible in the scene.",
+          "The camera starts panning left, returning toward the original area where the skyscraper was first seen.",
+          "The camera completes its leftward pan, bringing the same skyscraper clearly back into view, maintaining its architectural details and spatial relationship with nearby structures, as the camera continues to pan left."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_089_08e2d55f",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A modern glass building stands tall in the urban environment, its reflective surface catching sunlight as it rises above surrounding trees and an adjacent outdoor cafe.",
+          "The camera begins to tilt upward, moving away from the glass building, which remains visible but gradually recedes into the upper frame, as the camera continues to tilt up.",
+          "As the camera continues tilting up, the subject is now fully out of frame, leaving only the sky and treetops in view.",
+          "The camera starts to tilt downward, returning toward the original area with the urban setting slowly reappearing below, as the camera continues to tilt down.",
+          "The glass building comes back into clear view, standing tall and reflective once again, framed by trees and the outdoor cafe beneath a sunny sky, as the camera continues to tilt down."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_091_206e9036",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A white SUV is parked in front of a wooden house on a quiet Alpine village street, with snow-capped mountains rising behind the scene.",
+          "The camera begins to pan right, moving away from the white SUV, which remains visible along the edge of the frame.",
+          "Continuing the pan right, the vehicle is now fully out of frame, leaving only the wooden houses and mountain backdrop in view.",
+          "The camera starts to pan left, returning toward the original area of the village street.",
+          "As the camera completes the pan left, the same white SUV comes back into clear view, still parked in front of the wooden house."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_095_69832ab7",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A dark gray, jagged rock formation stands prominently at the edge of a cliff, its rugged surface contrasting with the surrounding green vegetation and mountainous terrain.",
+          "The camera begins to tilt up, gradually moving away from the rock formation, which remains visible against the backdrop of the hikers and distant peaks.",
+          "As the camera continues tilting upward, the subject is now fully out of frame, leaving only the expansive sky and upper slopes in view, as the camera continues to tilt up.",
+          "The camera starts to tilt downward, returning toward the original area where the rocky cliffside was first seen, as the camera continues to tilt down.",
+          "The same dark gray, jagged rock formation comes back into clear view, firmly positioned at the cliff edge amidst natural vegetation and near the hikers, as the camera continues to tilt down."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_096_9fbc588b",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A clear full view of the stone building entrance, showcasing its arched wooden door, weathered stone facade, and stone steps in a sunlit courtyard surrounded by adjacent stone buildings.",
+          "The camera begins to pan right, moving away from the stone building entrance, which remains visible but gradually shifts toward the left edge of the frame.",
+          "Continuing the pan right, the subject is now fully out of frame, with only the surrounding European village alleyway and adjacent structures visible.",
+          "The camera starts to pan left, returning toward the original area where the stone building entrance was initially positioned.",
+          "As the camera continues panning left, the stone building entrance reappears clearly in view, with the arched wooden door and stone steps fully visible once again."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_098_31dcbb75",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A clear full view of the white house with red balcony, a three-story structure with a white exterior and red balcony, stands prominently in the mountain village, surrounded by greenery and a winding road under an overcast sky.",
+          "The camera begins to pan left, revealing more of the surrounding landscape while the white house with red balcony remains visible in the frame, still framed by trees and the distant snow-capped peak.",
+          "Continuing the pan left, the subject is now fully out of frame, leaving only the green fields and the mountain village in view as the scene shifts away from the original position.",
+          "The camera starts to pan right, gradually returning toward the initial area, bringing back elements of the mountain village and the surrounding greenery into focus.",
+          "As the pan right continues, the white house with red balcony comes clearly back into view, its three-story form, white exterior, and red balcony once again visible against the backdrop of the overcast sky and snow-capped peak."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_100_3ec4c7f3",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A beige upholstered couch with a curved backrest is clearly visible on the sunlit yacht deck, positioned for outdoor seating in a luxury marine setting.",
+          "The camera begins to tilt up, gradually moving away from the couch, which remains partially visible against the bright sky and surrounding deck features.",
+          "The camera continues tilting upward, and the object is now fully out of frame, no longer visible as the view shifts toward the upper part of the yacht, as the camera continues to tilt up.",
+          "The camera starts tilting down, returning toward the original area of the yacht deck, reorienting toward the lower section where the couch was previously located.",
+          "As the camera completes its downward tilt, the same beige upholstered couch with a curved backrest is once again clearly visible, maintaining its position on the sunlit yacht deck, as the camera continues to tilt down. The same object is visible again."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_102_95e2dd7e",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A large tree stands tall in a grassy field under soft golden light, its broad canopy filled with autumn-colored leaves.",
+          "The camera begins to pan left, gradually moving away from the large tree while keeping it visible in the frame.",
+          "Continuing the pan left, the tree is now fully out of frame, leaving only the sloping terrain and golden light visible.",
+          "The camera starts to pan right, returning toward the original area where the tree was first seen.",
+          "As the camera completes the pan right, the large tree reappears clearly in view, still standing tall with its broad canopy and autumn-colored leaves."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_103_74c54180",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A clear view of the stone wall, gray and weathered, constructed from irregular stones, surrounds the church building with greenery and a distant church tower in the background.",
+          "The camera begins to pan right, keeping the stone wall visible as it moves along the grassy slope beside the historic structure.",
+          "The camera continues panning right, and the subject is now fully out of frame, leaving only the surrounding greenery and church tower in view.",
+          "The camera starts to pan left, returning toward the original area where the stone wall was first seen.",
+          "As the camera completes its leftward pan, the stone wall reappears clearly, still gray and weathered, with the church tower and grassy slope nearby, as the camera continues to pan left."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_104_4262fcb5",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "The oven is clearly visible in the modern kitchen, featuring a black glass door, silver handle, and digital display beneath the stovetop.",
+          "The camera begins to tilt up, moving away from the oven while it remains partially visible in the lower frame.",
+          "As the camera continues tilting upward, the subject is now fully out of frame and no longer visible, as the camera continues to tilt up.",
+          "The camera starts tilting down, returning toward the original area of the kitchen.",
+          "The oven comes back into clear view, with its black glass door, silver handle, and digital display fully visible again, as the camera continues to tilt down."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_105_b9846da1",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A tall residential skyscraper stands prominently in the urban riverside skyline, its glass facade gleaming under evening lighting with illuminated windows reflecting in the calm water below.",
+          "The camera begins to tilt upward, capturing the full height of the tall residential skyscraper as it rises above surrounding structures, still visible against the twilight sky, as the camera continues to tilt up.",
+          "Continuing the upward tilt, the view moves beyond the building's peak, and the subject is no longer visible in the frame, as the camera continues to tilt up.",
+          "The camera starts to tilt downward, returning toward the original area along the riverside, gradually revealing the urban landscape once again, as the camera continues to tilt down.",
+          "As the camera completes its downward tilt, the tall residential skyscraper reappears clearly in view, its architectural details and illuminated windows reflected in the water, as the camera continues to tilt down."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_108_9395d30a",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A high-rise residential building with a modern architectural design and curved glass facade stands prominently along the urban waterfront, its multiple stories reflecting the overcast sky.",
+          "The camera begins to pan right, gradually moving away from the high-rise residential building while still capturing its sleek structure against the backdrop of the pedestrian walkway and nearby park.",
+          "As the pan continues to the right, the subject is now fully out of frame, leaving only the marina and open water in view, as the camera continues to pan right.",
+          "The camera starts to pan left, returning toward the original area with the urban waterfront and surrounding greenery coming back into sight.",
+          "The high-rise residential building reappears clearly in the frame, its curved glass facade and modern architecture once again visible alongside the pedestrian walkway and park, as the camera continues to pan left."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_111_b01d8bdb",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A clear view of the stone dock structure at the harbor edge, featuring its rectangular form, weathered stone surface, and metal railings adjacent to a red railing near the water access point.",
+          "The camera begins to pan left, showing the stone dock structure still visible as it moves toward the edge of the frame, maintaining its spatial relationship with the surrounding elements.",
+          "Continuing the leftward pan, the subject is now fully out of frame, no longer visible in the scene, as the camera continues to pan left.",
+          "The camera starts panning right, returning toward the original area where the harbor edge and nearby structures come back into view.",
+          "The stone dock structure reappears clearly in the frame, once again showing its rectangular shape, weathered stone texture, and metal railings near the water access point, as the camera continues to pan right."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_112_7c70f8f6",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A clear glass container holds fresh, green parsley on a refrigerator shelf, surrounded by other produce in an organized display.",
+          "The camera begins to pan right, keeping the parsley visible as it moves toward the edge of the frame.",
+          "Continuing the pan right, the subject is now fully out of frame and no longer visible.",
+          "The camera starts to pan left, returning toward the original area of the refrigerator shelf.",
+          "As the camera continues panning left, the same glass container with fresh, green parsley comes back into clear view."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_114_89bf496c",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A tall skyscraper with a glass facade and modern architecture stands prominently in the urban cityscape, visible near a pedestrian crossing and a bus stop.",
+          "The camera begins to tilt down, moving away from the skyscraper, which remains visible but gradually lowers in the frame.",
+          "The camera continues tilting down, and the subject is now fully out of frame, no longer visible in the shot.",
+          "The camera starts to tilt up, returning toward the original area of the cityscape.",
+          "As the camera completes its upward tilt, the same skyscraper is clearly visible again, maintaining its position relative to surrounding buildings, as the camera continues to tilt up."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_115_b7816bd8",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A tall, dark brown wardrobe with sliding doors stands clearly visible next to the bed in a modern bedroom, part of a minimalist design.",
+          "The camera begins to pan left, moving away from the wardrobe, which remains partially visible in the frame.",
+          "As the pan continues left, the subject is now fully out of frame and no longer visible, as the camera continues to pan left.",
+          "The camera starts to pan right, returning toward the original area of the bedroom.",
+          "The camera completes its rightward pan, bringing the same tall, dark brown wardrobe back into clear view beside the bed, as the camera continues to pan right. The same object is visible again."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_125_c1006803",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A quiet rural scene reveals a stone cottage with a light-colored stone exterior, dark tiled roof, and dormer windows, surrounded by stone walls, hedges, and a garden under an overcast sky.",
+          "The camera begins to pan right, keeping the stone cottage in view as it moves away from the original position, still showing the surrounding gate and garden.",
+          "Continuing the pan right, the subject is now fully out of frame, leaving only the stone walls and hedges visible in the rural landscape.",
+          "The camera starts to pan left, returning toward the original area, gradually bringing back elements of the rural setting and approaching the location of the cottage.",
+          "As the camera completes its leftward pan, the stone cottage reappears clearly in view, with its light-colored stone exterior, dark tiled roof, and dormer windows once again visible, as the camera continues to pan left."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_131_c6c5db65",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A tall, snow-covered evergreen tree stands prominently in the winter cemetery, its coniferous branches heavy with snow and surrounded by gravestones under an overcast sky.",
+          "The camera begins to pan left, gradually moving away from the evergreen tree, which remains visible but recedes into the snowy landscape.",
+          "As the camera continues panning left, the subject is now fully out of frame, leaving only the snow-covered ground and distant grave markers in view.",
+          "The camera starts to pan right, returning toward the original area of the cemetery, passing through the quiet, snow-laden scene.",
+          "The camera completes its return pan, bringing the same tall, snow-covered evergreen tree back into clear view, standing beside the gravestones in the serene winter setting, as the camera continues to pan right. The same object is visible again."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_133_184e592a",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A tall, leafy indoor plant stands near the corner of the room, its green foliage clearly visible in front of the mirrored wall, partially obscuring the reflection.",
+          "The camera begins to tilt upward, moving away from the indoor plant, which remains visible but gradually shifts out of view as the angle rises, as the camera continues to tilt up.",
+          "The camera continues tilting up, and the object is now fully out of frame, no longer visible in the shot.",
+          "The camera starts to tilt downward, returning toward the original area where the indoor plant was initially positioned, as the camera continues to tilt down.",
+          "As the camera completes its downward tilt, the same tall, leafy indoor plant comes back into clear view, standing near the corner with its green leaves and structure fully visible again, as the camera continues to tilt down."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_134_61117412",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A clear view of the apartment building stands tall in the urban residential area, its multi-story structure featuring a gray and white facade with balconies that have green railings, surrounded by bare trees and snow on the ground.",
+          "The camera begins to tilt upward, moving away from the apartment building, which remains visible as it ascends into the frame's upper portion against the blue sky, as the camera continues to tilt up.",
+          "The camera continues tilting up, and the subject is now fully out of frame, leaving only the sky and the tops of bare trees visible.",
+          "The camera starts to tilt downward, returning toward the original area, gradually revealing the urban landscape below, as the camera continues to tilt down.",
+          "As the camera completes its downward tilt, the apartment building comes back into full view, clearly showing its multi-story design, gray and white facade, and green-railed balconies amidst the snowy scene, as the camera continues to tilt down."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_139_14b6d128",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A stone building facade stands prominently along the urban street, its gray stone surface and rectangular windows framed by vertical architectural lines under diffused overcast light.",
+          "The camera begins to pan right, moving away from the stone building facade, which remains visible but gradually shifts toward the edge of the frame.",
+          "Continuing the pan right, the building is now fully out of frame, leaving only the adjacent pedestrian walkway and surrounding cityscape in view.",
+          "The camera starts to pan left, returning toward the original area of the urban street, passing by the same historical cityscape elements.",
+          "As the pan left continues, the stone building facade comes back into clear view, its gray stone texture and structural details once again centered in the scene."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_140_c141d12b",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A red rectangular container is clearly visible in the foreground, stacked among others on the deck of the cargo ship ULTIMA, floating on calm ocean waters.",
+          "The camera begins to pan left, and the red rectangular container remains visible as it moves toward the edge of the frame.",
+          "The camera continues panning left, and the object is now fully out of frame, no longer visible in the scene.",
+          "The camera starts to pan right, returning toward the original area where the container was initially seen.",
+          "As the camera completes its rightward pan, the same red rectangular container is clearly visible again in its original position on the ship's deck, as the camera continues to pan right."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_149_e89fc179",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A large, colorful abstract painting hangs on the right wall, serving as a dominant visual element in the modern living room, positioned next to a purple sofa.",
+          "The camera begins to pan right, moving away from the abstract painting, which remains visible but gradually shifts toward the edge of the frame.",
+          "Continuing the pan right, the subject is now fully out of frame and no longer visible, leaving only the empty wall and part of the living room in view.",
+          "The camera starts to pan left, returning toward the original area of the room, with the purple sofa coming back into view.",
+          "As the camera completes its leftward pan, the large, colorful abstract painting is clearly visible again on the right wall, still next to the purple sofa, as the camera continues to pan left."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_150_96756be0",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A tall skyscraper with a glass facade stands prominently in the urban architecture of a bustling city street, surrounded by pedestrians and cyclists.",
+          "The camera begins to pan right, gradually moving away from the skyscraper while it remains visible in the frame.",
+          "As the camera continues panning right, the building is now fully out of frame, leaving only the surrounding commercial district in view.",
+          "The camera starts to pan left, returning toward the original area of the city street.",
+          "The same skyscraper becomes clearly visible again as the camera completes its return motion, maintaining focus on its structure and urban context, as the camera continues to pan left."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_153_eae374ab",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A traditional wooden building with alpine architectural style stands under a clear blue sky, featuring a window with a wooden frame, white curtains, and multi-pane glass.",
+          "The camera begins to tilt down, revealing more of the building's lower facade while the window remains visible in the upper portion of the frame.",
+          "As the camera continues tilting down, the subject is no longer visible and fully out of frame.",
+          "The camera starts to tilt up, gradually returning toward the original area of the structure.",
+          "The camera completes its upward tilt, bringing the same window back into clear view with its wooden frame, white curtains, and multi-pane glass clearly visible, as the camera continues to tilt up. The same object is visible again."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_154_11880be2",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A leafy, green bush stands dense and vibrant near a wooden railing, adjacent to a paved path in a quiet garden area.",
+          "The camera begins to pan right, keeping the bush visible as it moves away from the original position.",
+          "the subject is now fully out of frame, with only the surrounding garden and paved path remaining in view, as the camera continues to pan right.",
+          "The camera starts panning left, returning toward the initial area where the bush was first seen.",
+          "The same bush reappears clearly in view, still leafy and green, positioned near the wooden railing and paved path in the garden, as the camera continues to pan left."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_157_da1a1398",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "The camera shows a clear full view of the wall art, a large rectangular landscape painting hanging above the fireplace on a white wall in a modern interior setting.",
+          "The camera begins to pan right, moving away from the wall art, which remains visible but gradually shifts toward the edge of the frame.",
+          "Continuing the pan right, the subject is now fully out of frame and no longer visible as the camera focuses on the adjacent space.",
+          "The camera starts to pan left, returning toward the original area where the wall art was initially positioned.",
+          "As the camera continues panning left, the same wall art becomes clearly visible again, centered above the fireplace in the modern living room."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_158_69a0ad9f",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A tree branch with green leaves and a woody texture overhangs the forest edge near a stream, partially shading the rocky path below.",
+          "The camera pans right, moving away from the tree branch, which remains visible as it extends into the frame's edge.",
+          "Continuing the pan right, the subject is now fully out of frame, leaving only the forest edge and stream in view.",
+          "The camera begins to pan left, returning toward the original area along the forest path near the stream.",
+          "As the camera continues panning left, the same tree branch reappears clearly, its green leaves and woody texture once again visible above the path."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_159_8bad098f",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A flowering shrub with dense foliage, red flowers, and green leaves stands prominently beside the garden pathway near a stone cottage, framed by the vibrant garden setting.",
+          "The camera begins to pan left, showing the flowering shrub still visible along the path as it gradually moves out of view.",
+          "As the camera continues panning left, the plant is now fully out of frame, leaving only the empty stretch of the garden pathway in sight.",
+          "The camera starts to pan right, returning toward the original area of the garden pathway and stone cottage surroundings.",
+          "The same flowering shrub reappears clearly in view, positioned beside the path with its dense foliage, red flowers, and green leaves intact, as the camera continues to pan right."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_162_0add46c6",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A stainless steel built-in microwave with a black control panel is clearly visible in the modern kitchen interior of a vehicle, surrounded by sleek cabinetry.",
+          "The camera begins to tilt up, moving away from the microwave, which remains partially visible within the frame.",
+          "As the camera continues tilting upward, the subject is now fully out of frame and no longer visible, as the camera continues to tilt up.",
+          "The camera starts tilting down, returning toward the original area of the kitchen interior.",
+          "The stainless steel built-in microwave with a black control panel is once again clearly visible, framed by the surrounding cabinetry, as the camera continues to tilt down. The same object is visible again."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_163_ad4c37db",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A gray stone wall with a rock-like texture stands low along the sidewalk, adjacent to a mural-covered building near the entrance.",
+          "The camera begins to tilt down, moving away from the stone wall, which remains visible but gradually recedes from view.",
+          "the subject is now fully out of frame as the camera continues tilting downward, capturing only the pavement and base of nearby structures, as the camera continues to tilt down.",
+          "The camera starts tilting upward, returning toward the original area, revealing urban elements like parked cars and trees once again, as the camera continues to tilt up.",
+          "As the camera completes its upward tilt, the same gray stone wall with a rock-like texture reappears clearly in view, still positioned along the sidewalk near the entrance, as the camera continues to tilt up."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_165_9e197338",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A tall, leafy tree with green foliage stands on the urban sidewalk, its branches swaying gently in the rainy weather amid wet pavement and city buildings.",
+          "The camera tilts up, slowly moving away from the tree, which remains visible against the backdrop of shops and traffic under a gray sky.",
+          "As the camera continues to tilt upward, the subject is now fully out of frame, leaving only the overcast sky and distant rooftops in view, as the camera continues to tilt up.",
+          "The camera begins to tilt down, returning toward the original area along the city street lined with wet pavement and illuminated storefronts.",
+          "The camera completes its downward tilt, bringing the same tall, leafy tree back into clear view, standing firmly on the sidewalk amidst the rain-soaked urban scene, as the camera continues to tilt down. The same object is visible again."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_174_a3764c40",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A small cabin with a white exterior and open doorway stands on a boat deck, its rectangular structure clearly visible under an overcast sky near the water body.",
+          "The camera begins to pan right, showing the small cabin still in view as it moves away from the original position.",
+          "As the pan continues right, the subject is now fully out of frame and no longer visible, as the camera continues to pan right.",
+          "The camera starts to pan left, returning toward the original area where the small cabin was initially seen.",
+          "Continuing the leftward pan, the small cabin reappears in full view, its white exterior and open doorway once again clearly visible on the boat deck, as the camera continues to pan left."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_175_4b644619",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A white van is clearly visible, parked along the urban street lined with brick buildings and other parked vehicles.",
+          "The camera begins to pan left, and the white van remains in view as it moves toward the edge of the frame.",
+          "Continuing the pan left, the subject is now fully out of frame and no longer visible.",
+          "The camera starts to pan right, returning toward the original area of the urban street.",
+          "As the camera continues panning right, the same white van becomes clearly visible again, parked in its original position."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_176_167960e5",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A vibrant city sidewalk during the day, lined with glass-fronted stores and towering buildings, features a striking wall mural with graphic design elements in green and white colors, depicting New York City landmarks.",
+          "The camera begins to tilt down, moving away from the wall mural, which remains visible as pedestrians walk past the storefront window in the urban street environment.",
+          "As the camera continues tilting down, the subject is now fully out of frame, leaving only the pavement and lower parts of the buildings in view.",
+          "The camera starts tilting up, returning toward the original area, gradually revealing more of the urban street scene and the surrounding architecture.",
+          "The camera completes its upward tilt, bringing the wall mural back into clear view, showcasing its artistic style and the detailed graphic design of New York City landmarks in green and white colors, as the camera continues to tilt up. The same object is visible again."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_179_06f74930",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A stone wall stands prominently in the foreground, built from stacked stones with a weathered surface, set within a mountain village of traditional stone buildings.",
+          "The camera begins to tilt down, moving away from the stone wall, which remains visible at the edge of the frame as the rustic construction fades into the lower view.",
+          "the subject is now fully out of frame, with the camera continuing its downward tilt, focusing on the ground and surrounding terrain below, as the camera continues to tilt down.",
+          "The camera starts to tilt upward, returning toward the original area, gradually revealing the elevated structures of the mountain village once again, as the camera continues to tilt up.",
+          "The stone wall reappears clearly in view, its stacked stones and weathered surface intact, framed by the surrounding stone buildings and traditional architecture, as the camera continues to tilt up."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_182_74b804c6",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A thick, bark-covered tree trunk stands vertically on an urban sidewalk near a street intersection, surrounded by fallen branches.",
+          "The camera begins to tilt down, gradually moving away from the tree trunk, which remains visible but receding in view.",
+          "The camera continues tilting downward, and the object is now fully out of frame, no longer visible, as the camera continues to tilt down.",
+          "The camera starts tilting upward, returning toward the original area along the same path, as the camera continues to tilt up.",
+          "As the camera completes its upward tilt, the same tree trunk reappears clearly in view, still standing vertically amid the fallen branches, as the camera continues to tilt up."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_194_a04d54a4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A modern room with green walls and soft natural light features a blue and white patterned striped armchair positioned near a window, its high backrest and upholstered design clearly visible.",
+          "The camera begins to tilt down, gradually moving away from the striped armchair, which remains partially visible next to the floor lamp in the modern interior.",
+          "As the camera continues tilting downward, the subject is now fully out of frame, leaving only the lower portion of the room visible, as the camera continues to tilt down.",
+          "The camera starts tilting upward, returning toward the original area of the room, slowly revealing the green walls and the window once again, as the camera continues to tilt up.",
+          "The camera completes its upward tilt, bringing the blue and white patterned striped armchair back into clear view, showcasing its detailed upholstery and position near the window, as the camera continues to tilt up. The same object is visible again."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_195_707ab0ba",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A modern yacht deck at a marina features a beige upholstered outdoor sofa with an L-shaped design and built-in seating, clearly visible in the center of the frame.",
+          "The camera begins to tilt down, moving away from the outdoor sofa, which remains partially visible as surrounding tables come into view.",
+          "The camera continues tilting downward, and the object is now fully out of frame, no longer visible in the shot, as the camera continues to tilt down.",
+          "The camera starts tilting upward, returning toward the original area of the yacht deck, as the camera continues to tilt up.",
+          "As the camera completes its upward tilt, the same outdoor sofa is clearly visible again, centered in the frame with the surrounding tables still in view, as the camera continues to tilt up."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_197_11a826d7",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A cozy home interior showcases a white bookshelf with a framed dog portrait prominently displayed, featuring a wooden frame, a dog painting, and a blue ribbon decoration.",
+          "The camera begins to pan right, moving away from the bookshelf while the framed dog portrait remains visible in the frame.",
+          "Continuing the pan right, the subject is now fully out of frame and no longer visible.",
+          "The camera starts to pan left, returning toward the original area of the bookshelf display.",
+          "As the camera continues panning left, the framed dog portrait is clearly visible again on the bookshelf, with its wooden frame and blue ribbon decoration intact."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_206_d43bc900",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A bright sun illuminates a lively ski resort village nestled in an alpine setting, where a two-story wooden chalet with a snow-covered roof stands prominently among snow-capped mountains.",
+          "The camera begins to tilt down, revealing skiers gliding past barriers near the wooden chalet, which remains visible as the scene shifts downward.",
+          "Continuing the downward tilt, the subject is now fully out of frame, leaving only the snowy ground and distant skiers in view, as the camera continues to tilt down.",
+          "The camera starts to tilt upward, moving back toward the original area of the ski resort village, gradually revealing the mountainous backdrop, as the camera continues to tilt up.",
+          "As the camera completes its upward tilt, the same two-story wooden chalet with a snow-covered roof comes clearly back into view, surrounded by skiers and alpine scenery, as the camera continues to tilt up."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_209_b7a80278",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A serene alpine village nestles among towering peaks, with a rugged mountain slope rising steeply behind a weathered barn, its rocky terrain and forest-covered incline clearly visible.",
+          "The camera begins to tilt down, gradually moving away from the mountain slope, which remains partially visible as the view shifts toward the lower landscape.",
+          "the subject is now fully out of frame, with the camera continuing its downward tilt, focusing on the pastoral valley below, as the camera continues to tilt down.",
+          "The camera starts to tilt up, returning toward the original area, capturing the surrounding peaks and the alpine village once again.",
+          "As the camera continues tilting upward, the mountain slope reappears in full view, its rocky terrain and forest-covered surface clearly visible beside the barn, as the camera continues to tilt up."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_210_d2c62fd9",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A traditional wooden house stands prominently on a snowy street in Japan, its dark wooden exterior and snow-covered roof contrasting with the soft falling snow, while Japanese-style windows reflect the overcast sky.",
+          "The camera begins to tilt up, slowly moving away from the traditional wooden house, which remains visible as snowflakes drift down around it.",
+          "Continuing the upward tilt, the building is now fully out of frame, leaving only the snow-filled sky and distant rooftops in view, as the camera continues to tilt up.",
+          "The camera starts to tilt down, returning toward the original area of the snowy street, gradually revealing the historic architecture once again.",
+          "As the camera completes its downward tilt, the traditional wooden house reappears clearly in full view, its dark wood and snow-laden roof framed by gently falling snow, as the camera continues to tilt down."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_211_665b36fb",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A wooden house with a dark wooden exterior, white shutters, and flower boxes stands prominently on an Alpine village street, framed by snow-capped mountains in the background.",
+          "The camera begins to tilt down, moving away from the wooden house, which remains visible as the surrounding balconies and floral details come into view.",
+          "the subject is now fully out of frame as the camera continues its downward tilt, focusing on the lower portion of the village street and the ground below, as the camera continues to tilt down.",
+          "The camera starts to tilt upward, returning toward the original area where the wooden house was first seen, gradually revealing the upper part of the village street, as the camera continues to tilt up.",
+          "The wooden house reappears clearly in view as the camera completes its upward tilt, once again showing its dark wooden exterior, white shutters, and flower boxes against the mountain backdrop, as the camera continues to tilt up."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_215_eb2d57a0",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A narrow alley at night, illuminated by a streetlight, reveals a white gate with a metallic arched top and vertical panels standing clearly in focus.",
+          "The camera begins to tilt down, moving away from the white gate, which remains visible but gradually lowers in the frame.",
+          "Continuing the downward tilt, the gate is now fully out of frame and no longer visible, as the camera continues to tilt down.",
+          "The camera starts tilting up, returning toward the original area of the alley, progressing back toward the scene where the gate was first seen.",
+          "As the camera completes its upward tilt, the white gate reappears clearly in view, maintaining its arched top and vertical panels under the streetlight's glow, as the camera continues to tilt up."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_221_1442790d",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A tall, coniferous evergreen tree stands prominently in the alpine environment, its branches lightly dusted with snow near a wooden chalet.",
+          "The camera begins to tilt down, slowly moving away from the evergreen tree, which remains visible at the edge of the frame.",
+          "As the camera continues tilting downward, the subject is now fully out of frame and no longer visible, as the camera continues to tilt down.",
+          "The camera starts tilting upward, returning toward the original area where the tree was first seen, as the camera continues to tilt up.",
+          "The camera completes its upward tilt, bringing the same evergreen tree clearly back into view, still snow-dusted and standing tall in the winter landscape, as the camera continues to tilt up."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_223_e3515e1d",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A luxurious airplane seat in business class is clearly visible, featuring leather upholstery, an adjustable headrest, and an integrated pillow, set within a premium seating arrangement.",
+          "The camera begins to pan left, showing the airplane seat still in view as part of the cabin’s elegant layout with surrounding seats maintaining spatial context.",
+          "Continuing the pan left, the subject is now fully out of frame, leaving only the adjacent seating area visible in the business class cabin.",
+          "The camera starts to pan right, returning toward the original area of the cabin, gradually revealing more of the premium seating environment.",
+          "As the camera continues panning right, the same airplane seat becomes clearly visible again, showcasing its design and comfort features in the serene atmosphere."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_225_d1bb1d52",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A large vertical abstract painting in blue and white tones hangs on the dining room wall, positioned above a tufted chair and near a window.",
+          "The camera begins to pan right, revealing more of the dining table and chairs while the abstract painting remains visible on the left side of the frame.",
+          "As the camera continues panning right, the subject is now fully out of frame, leaving only the table and chairs in view.",
+          "The camera starts to pan left, moving back toward the original area where the artwork was initially seen.",
+          "The camera completes its leftward movement, bringing the same large vertical abstract painting in blue and white tones clearly back into view, as the camera continues to pan left."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_228_983739c4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A high-rise building with a beige facade and rectangular windows stands prominently in the urban railway yard, its curved architectural design blending into the modern city skyline.",
+          "The camera tilts up, revealing more of the high-rise building's structural details as it remains visible against the backdrop of the pedestrian overpass nearby.",
+          "As the tilt continues upward, the subject is now fully out of frame, leaving only the surrounding infrastructure in view, as the camera continues to tilt up.",
+          "The camera begins to tilt down, moving back toward the original area of the urban railway yard and the city skyline.",
+          "The camera completes its downward tilt, bringing the high-rise building clearly back into view with its distinctive beige facade and curved design once again visible, as the camera continues to tilt down."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_229_05ed3fe6",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A modern kitchen with bright lighting showcases a stainless steel refrigerator featuring side-by-side doors and double handles, positioned next to built-in ovens.",
+          "The camera begins to pan right, keeping the refrigerator clearly visible as it moves away from its original position in the frame.",
+          "Continuing the pan right, the subject is now fully out of frame, leaving only the surrounding kitchen elements in view.",
+          "The camera starts to pan left, returning toward the area where the refrigerator was initially positioned.",
+          "As the camera completes the pan left, the same stainless steel refrigerator with side-by-side doors and double handles is once again clearly visible in the modern kitchen setting. The same object is visible again."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_233_2fdf9f95",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A clear blue sky stretches above a mountainous landscape, where a fluffy white cloud formation floats serenely over the high-altitude road.",
+          "The camera begins to tilt upward, following the cloud formation as it remains visible against the scattered clouds and distant peaks, as the camera continues to tilt up.",
+          "Continuing the upward tilt, the subject is now fully out of frame, leaving only the open sky and mountain ridges in view, as the camera continues to tilt up.",
+          "The camera starts to tilt downward, returning toward the original area with the terrain and sky gradually reappearing in the shot, as the camera continues to tilt down.",
+          "As the camera completes its downward tilt, the same white, fluffy cloud formation becomes clearly visible again above the mountainous landscape, as the camera continues to tilt down."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_235_94d1ebbc",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A multi-story building with a beige facade and ornate balconies stands prominently along a Parisian street, capturing the essence of historic urban architecture.",
+          "The camera begins to tilt upward, gradually revealing more of the sky above the building, which remains visible in the lower portion of the frame, as the camera continues to tilt up.",
+          "As the camera continues tilting up, the subject is now fully out of frame, leaving only the overcast sky and distant rooftops in view.",
+          "The camera starts tilting downward, moving back toward the original street-level perspective, reorienting toward the area where the building was first seen, as the camera continues to tilt down.",
+          "The same building reappears clearly in the frame, its beige facade and ornate balconies once again highlighted against the backdrop of the Parisian street, as the camera continues to tilt down."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_244_e970a01c",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A white convertible luxury car is prominently displayed in a modern, clean garage, bathed in natural light from large windows, showcasing its white exterior, black soft top, and alloy wheels.",
+          "The camera begins to pan right, the white convertible luxury car remains visible as it gradually moves toward the edge of the frame.",
+          "Continuing the pan right, the vehicle is now fully out of frame, leaving only the organized garage space and soft lighting visible.",
+          "The camera starts panning left, returning toward the original area of the garage, with no object yet in view.",
+          "As the camera continues its leftward movement, the white convertible luxury car comes back into clear view, fully visible in the same position as before, as the camera continues to pan left."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_245_d29e222e",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A white house with a red brick chimney and dark roof stands clearly in a rural residential area, surrounded by greenery under a clear blue sky.",
+          "The camera begins to pan right, and the house remains visible as it gradually moves toward the edge of the frame.",
+          "The camera continues panning right, and the subject is now fully out of frame, no longer visible in the scene.",
+          "The camera starts panning left, returning toward the original area where the house was first seen.",
+          "As the camera completes its leftward pan, the same white house with a red brick chimney and dark roof is clearly visible again, centered in the frame, as the camera continues to pan left."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_246_7885a84a",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A serene village street runs alongside a narrow stream, with a multi-story wooden building featuring traditional architecture and a wooden facade clearly visible in the foreground.",
+          "The camera begins to pan right, moving away from the wooden building, which remains partially visible as it recedes into the frame's edge.",
+          "The camera continues panning right, and the subject is now fully out of frame, no longer visible in the scene.",
+          "The camera starts to pan left, returning toward the original area along the streamside location.",
+          "As the camera completes its leftward pan, the same wooden building comes back into clear view, standing prominently on the village street beside the stream, as the camera continues to pan left."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_249_2620f1d7",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A large, gray, rugged rock formation stands prominently on the cliffside, surrounded by lush vegetation near a canyon.",
+          "The camera begins to tilt up, moving away from the rock formation, which remains visible against the sky.",
+          "As the camera continues tilting upward, the subject is no longer visible in the frame, as the camera continues to tilt up.",
+          "The camera starts to tilt downward, returning toward the original area of the canyon landscape, as the camera continues to tilt down.",
+          "The camera completes its downward tilt, bringing the large, gray, rugged rock formation back into clear view, as the camera continues to tilt down. The same object is visible again."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_251_ec8fda81",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A well-maintained house with brown wooden siding and multiple windows stands beside a calm lake, its balcony facing the water, framed by distant mountains under bright sunlight.",
+          "The camera begins to tilt down, gradually moving away from the house, which remains visible near the lake with the mountainous background still in view.",
+          "As the camera continues tilting downward, the subject is now fully out of frame, leaving only the lake surface and surrounding natural elements in sight, as the camera continues to tilt down.",
+          "The camera starts tilting upward, returning toward the original area, capturing more of the landscape and approaching the location where the house was first seen, as the camera continues to tilt up.",
+          "The camera completes its upward tilt, clearly revealing the same house with brown wooden siding, multiple windows, and balcony once again beside the lake and mountains, as the camera continues to tilt up. The same object is visible again."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_257_4f28939c",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A well-trimmed, green hedgerow stands in the center of a quiet village square, framed by a stone building and cobblestone pavement.",
+          "The camera begins to tilt down, moving away from the hedgerow, which remains visible at the edge of the frame.",
+          "the subject is now fully out of frame as the camera continues its downward tilt, focusing on the lower part of the cobblestone pavement, as the camera continues to tilt down.",
+          "The camera starts to tilt upward, returning toward the original area of the village square, as the camera continues to tilt up.",
+          "As the camera completes its upward tilt, the same well-trimmed, green hedgerow is clearly visible again in the scene, as the camera continues to tilt up."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_258_fe83c33a",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Calm canal water reflects the surrounding buildings and sky in a greenish-blue hue, flowing gently beneath a stone bridge with docked boats lining the edges.",
+          "The camera begins to tilt up, revealing more of the sky and bridge above as the canal water remains visible but gradually recedes from view.",
+          "The camera continues tilting upward, and the subject is now fully out of frame, leaving only the upper portion of the bridge and sky in sight, as the camera continues to tilt up.",
+          "The camera starts to tilt down, slowly returning toward the original vantage point, bringing back elements of the Venetian canal scene.",
+          "The canal water reappears clearly in the frame, still calm and reflective, mirroring the buildings and sky as boats rest along its edge, as the camera continues to tilt down."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_261_98591a49",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A tree trunk stands prominently in the forest, its bark texture rough and natural wood color rich against the dappled sunlight near a stone staircase.",
+          "The camera begins to pan left, moving away from the tree trunk, which remains visible as it slowly exits the frame.",
+          "the subject is now fully out of frame, with only the stone staircase and surrounding forest visible as the camera continues panning left.",
+          "The camera starts to pan right, returning toward the original area where the tree trunk was first seen.",
+          "The tree trunk reappears clearly in view, its vertical orientation and bark texture once again visible near the stone staircase, as the camera continues to pan right."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_264_0aa3bd1c",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A clear, full view of the snow-capped mountain peak rises tall and rocky against a bright sky, framed by an alpine landscape with a valley backdrop.",
+          "The camera begins to pan right, keeping the mountain peak visible as it moves slowly out of the frame’s center.",
+          "Continuing the pan right, the subject is now fully out of frame, leaving only the open valley and distant hills in view.",
+          "The camera starts to pan left, returning toward the original area where the mountain peak was first seen.",
+          "As the camera continues panning left, the same snow-capped mountain peak reappears clearly in view, maintaining its natural lighting and texture."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_265_ab6d3959",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A vertical abstract painting with a black frame hangs on the hallway wall, its mixed media artwork standing out in the modern interior design near the entryway lighting.",
+          "The camera begins to tilt down, gradually moving away from the abstract painting while still capturing its lower edge and part of the frame.",
+          "Continuing the downward tilt, the subject is now fully out of frame and no longer visible, as the camera continues to tilt down.",
+          "The camera starts to tilt upward, returning toward the original area where the artwork was displayed, as the camera continues to tilt up.",
+          "As the camera completes its upward tilt, the same abstract painting is clearly visible again, centered on the hallway wall with its full canvas and black frame in view, as the camera continues to tilt up."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_270_60f60cfb",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A modern waterfront house stands prominently on a canal, its multi-level structure featuring a white exterior with dark accents and large glass windows reflecting the morning light.",
+          "The camera begins to tilt up, revealing more of the sky above the modern waterfront house as it remains visible along the canal lined with palm trees.",
+          "Continuing the upward tilt, the subject is now fully out of frame, leaving only the surrounding palm trees and distant rooftops in view, as the camera continues to tilt up.",
+          "The camera starts to tilt down, gradually returning toward the original area near the canal and residential neighborhood.",
+          "As the camera completes its downward tilt, the modern waterfront house reappears clearly, showcasing its architectural details and waterfront setting once again, as the camera continues to tilt down."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_272_f1ea4671",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A stately, multi-story house with a light brick facade and large windows stands prominently in a quiet upscale neighborhood, framed by a bare tree under a muted winter sky.",
+          "The camera begins to pan left, gradually revealing more of the surrounding area while the house remains visible, showcasing architectural details like dormer windows and awnings.",
+          "As the pan continues left, the subject moves completely out of frame, leaving only the bare tree and the winter landscape in view, as the camera continues to pan left.",
+          "The camera now pans right, returning toward the original area, slowly bringing back elements of the neighborhood and the bare tree into focus.",
+          "The same house is clearly visible again, its light brick facade and large windows standing out in the quiet upscale neighborhood as the camera completes the return motion, as the camera continues to pan right."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_274_0ea1a024",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A teal upholstered armchair with wooden legs and a curved backrest sits prominently in the living room, positioned on a zebra rug near a bookshelf.",
+          "The camera begins to pan left, keeping the armchair visible as it moves away from its original position.",
+          "Continuing the leftward pan, the subject is now fully out of frame, leaving only the surrounding living room elements in view, as the camera continues to pan left.",
+          "The camera starts to pan right, returning toward the area where the armchair was initially located.",
+          "As the camera completes its rightward movement, the same teal upholstered armchair with wooden legs and a curved backrest is clearly visible again on the zebra rug, as the camera continues to pan right."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_281_7d05e2f8",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A lively nighttime waterfront pier is illuminated by string lights and streetlamps, featuring a wet cobblestone path and a clearly visible building with anchor, its brick structure and large anchor mounted on the wall standing out against the dark sky.",
+          "The camera begins to pan left, showing the building with anchor still in view as people walk nearby along the pier, with the multiple windows glowing softly in the night.",
+          "Continuing the leftward pan, the subject moves completely out of frame, leaving only the waterfront and distant figures visible under the ambient glow of the lamps, as the camera continues to pan left.",
+          "The camera now pans right, returning toward the original area of the pier, capturing the wet cobblestones and passing pedestrians under the same nighttime lighting.",
+          "As the camera continues panning right, the building with anchor reappears in full view, its brick structure and large anchor once again clearly visible on the wall, with people strolling nearby."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_294_49dc26fa",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "The camera shows a clear full view of the upholstered seat, featuring red fabric, a wooden frame, and patterned upholstery, positioned in the interior of a vintage train car facing the window side as part of a seating row.",
+          "The camera begins to tilt down, moving away from the upholstered seat, which remains visible but gradually lowers in the frame.",
+          "The camera continues tilting down, and the object is now fully out of frame, no longer visible in the shot.",
+          "The camera starts tilting up, returning toward the original area where the upholstered seat was initially seen.",
+          "The camera completes its upward tilt, bringing the same upholstered seat clearly back into view with its red fabric, wooden frame, and patterned upholstery intact, as the camera continues to tilt up."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_296_0cc2f0ff",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A serene marina at dusk, lit by warm artificial lights, reveals a red yacht with a red hull, black lettering, and multi-level deck moored alongside other yachts.",
+          "The camera begins to pan left, keeping the red yacht clearly visible as it moves away from the center of the frame.",
+          "Continuing the leftward pan, the subject is now fully out of frame, no longer visible in the scene, as the camera continues to pan left.",
+          "The camera starts panning right, returning toward the original area of the marina.",
+          "As the camera continues its rightward movement, the red yacht reappears clearly in view, maintaining full visibility of its structure, as the camera continues to pan right."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_305_36568c5b",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "The outdoor seating, white cushioned and L-shaped, is clearly visible on the yacht deck, upholstered and positioned near the railing with a view of the city skyline.",
+          "As the camera begins to pan left, the outdoor seating remains in frame, still showing its full structure and spatial relationship with nearby tables and loungers.",
+          "Continuing the leftward pan, the subject is now fully out of frame and no longer visible, leaving only the deck and distant skyline in view, as the camera continues to pan left.",
+          "The camera starts panning right, returning toward the original area of the yacht deck, gradually revealing parts of the surrounding lounge space.",
+          "The outdoor seating comes back into clear view as the camera completes its rightward movement, once again showcasing its white cushioned, L-shaped design and placement within the outdoor lounge area, as the camera continues to pan right."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_307_75951be3",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "The yellow building stands prominently with its wooden facade, triangular roof, and multiple windows, nestled against a rocky cliff in a mountain village, surrounded by outdoor seating.",
+          "The camera begins to pan right, moving away from the yellow building, which remains visible as it gradually shifts toward the edge of the frame.",
+          "Continuing the pan right, the structure is now fully out of frame, leaving only the surrounding rocky cliff and distant village in view.",
+          "The camera starts to pan left, returning toward the original area, capturing more of the mountain village and the natural landscape.",
+          "As the camera completes the pan left, the yellow building comes back into clear view, its wooden facade, triangular roof, and multiple windows sharply defined."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_323_347da0fd",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A clear full view of the modern building with red and gray facade, standing prominently in an urban residential area beside a mossy older structure and near greenery.",
+          "The camera begins to tilt down, moving away from the modern building with red and gray facade, which remains visible but gradually lowers in the frame.",
+          "Continuing the downward tilt, the building is now fully out of frame, no longer visible as the camera focuses on the ground level surroundings, as the camera continues to tilt down.",
+          "The camera starts to tilt up, returning toward the original area, capturing the surrounding environment as it ascends.",
+          "The camera completes its upward tilt, bringing the modern building with red and gray facade clearly back into view, maintaining focus on its architectural features and entrance signage, as the camera continues to tilt up."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_324_e260e1f2",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A vintage camper van with a white and beige exterior and pop-up roof is parked on a gravel lot, facing the coastal town under an overcast sky.",
+          "The camera begins to pan left, showing the camper van still visible as it slowly moves out of the frame.",
+          "The vehicle is now fully out of frame, with only the gravel lot and coastal town remaining in view, as the camera continues to pan left.",
+          "The camera starts panning right, returning toward the original area where the camper van was positioned.",
+          "The same vintage camper van comes back into clear view, fully visible with its pop-up roof and white and beige exterior against the coastal backdrop, as the camera continues to pan right."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "vobj_sample_146_adf770c5",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A patch of sky appears above the hillside village, glowing softly in the golden-hour light beyond the tiled roofs and dense foliage.",
+          "The camera begins to tilt up, keeping the sky still visible above the village rooftops as more of the upper scene enters view.",
+          "The tilt continues upward until the original highlighted region is fully out of frame, leaving only higher sky and upper atmosphere visible.",
+          "The camera starts to tilt down, returning toward the original hillside village view and the upper edge of the rooftops.",
+          "As the camera tilts back down, the same patch of sky becomes clearly visible again above the stone-walled homes and surrounding foliage."
+        ]
+      }
+    }
+  }
+]
\ No newline at end of file
diff --git a/MBench-V/0514_object/self_forcing/vobj_sample_003_a51f0378.mp4 b/MBench-V/0514_object/self_forcing/vobj_sample_003_a51f0378.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..81217743310626d14b6a74c934e371f9e06039b0
--- /dev/null
+++ b/MBench-V/0514_object/self_forcing/vobj_sample_003_a51f0378.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1d7051e001fa57dec5ff05f44ffea08933ae888d73bf4f97a10f3fd4ba4209ce
+size 3394072
diff --git a/MBench-V/0514_object/self_forcing/vobj_sample_003_a51f0378_segdec.mp4 b/MBench-V/0514_object/self_forcing/vobj_sample_003_a51f0378_segdec.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..d8393c56bdc3996d4b71b3ee3002aaaade845dd1
--- /dev/null
+++ b/MBench-V/0514_object/self_forcing/vobj_sample_003_a51f0378_segdec.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2abd2ca0975777fcadac1796b0e6df8aca5bec5f8b0a502610c9e322416593a3
+size 3290936
diff --git a/MBench-V/0514_object/self_forcing/vobj_sample_004_2bcc2a1e.mp4 b/MBench-V/0514_object/self_forcing/vobj_sample_004_2bcc2a1e.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..bb68e809d780abd6f3d31b15cb4d5b02076aea2b
--- /dev/null
+++ b/MBench-V/0514_object/self_forcing/vobj_sample_004_2bcc2a1e.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8a439b6876f6a7d75606c5b49d199b00890a0be8d1213226d891e9962347c000
+size 3408184
diff --git a/MBench-V/0514_object/self_forcing/vobj_sample_004_2bcc2a1e_segdec.mp4 b/MBench-V/0514_object/self_forcing/vobj_sample_004_2bcc2a1e_segdec.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..7129bfa219cec517358ebdb0b6028f29dc1a55f3
--- /dev/null
+++ b/MBench-V/0514_object/self_forcing/vobj_sample_004_2bcc2a1e_segdec.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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diff --git a/MBench-V/README.md b/MBench-V/README.md
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+# MBench-V: Video Memory Benchmark
+
+MBench-V is the video-generation subset of the **MemoryBench** evaluation suite.
+It contains prompts and per-model generated videos covering three evaluation categories.
+
+## Dataset Structure
+
+```
+MBench-V/
+├── README.md                  (this file)
+├── spatial_object.json        73 prompts - Spatial & Object consistency
+├── human.json                 120 prompts - Human / Entity consistency
+├── casual.json                391 prompts - Casual (camera / dimming / occlusion)
+├── merged.json                584 prompts - All three categories merged
+│
+├── causal_forcing/videos/     infinity-rope (Causal Forcing)
+├── self_forcing/videos/       infinity-rope (Self Forcing)
+├── cosmos/videos/             NVIDIA Cosmos-Predict2.5
+├── helios/videos/             Helios-Distilled (Wan-based)
+├── longlive/videos/           NVIDIA LongLive
+├── memflow/videos/            MemFlow (long-video + memory)
+├── skyreels/videos/           SkyWork SkyReels-V2
+├── longcat/videos/            Meituan LongCat-Video
+│
+└── _legacy/                   Archived legacy data (not part of current benchmark)
+    ├── prompts/               Old prompt JSON files
+    ├── occlusion/             Early CF/SF occlusion experiments (0401)
+    └── <model>/egoschema/     egoschema videos (deprecated category)
+```
+
+## Categories
+
+### 1. `spatial_object.json` — Spatial & Object Consistency (73 prompts)
+
+Tests the model's ability to maintain **spatial layout** and **object identity**
+over long-range camera motion. Sources:
+
+- **DL3DV** (40 prompts): no suffix
+- **Tanks-and-Temples** (29 prompts): with `_spatial` / `_object` suffix
+- **MipNeRF360** (4 prompts): with `_spatial` / `_object` suffix
+
+Each task_id may carry `_spatial` or `_object` suffix indicating which
+consistency dimension is being evaluated.
+
+### 2. `human.json` — Human Consistency (120 prompts)
+
+Human-centric videos (from OpenHumanVid), testing identity, clothing, and
+action consistency. Contains:
+
+- 40 prompts from task batch 0320 (task_id hash length = 64 chars)
+- 80 prompts from task batch 0422 (task_id hash length = 32 chars)
+
+### 3. `casual.json` — Casual Evaluation (391 prompts)
+
+General-purpose samples from Physics-aware-videos, testing three specific
+visual effects:
+
+| Suffix | Count | Source |
+|---|---:|---|
+| `_camera` (task 0320) | 100 | original camera motion prompts |
+| `_camera` (task 0422) | 100 | new set, different task_ids |
+| `_dimming` | 91 | lighting changes |
+| `_occlusion` | 100 | partial occlusion |
+
+Note: task_id 0320 a00xxx_xxxxx and 0422 a00xxx_xxxxx are **disjoint sets**
+(no overlap). Within 0422, `_camera`, `_dimming`, `_occlusion` share 100
+physical video sources (dimming drops 9 that aren't suitable for the effect).
+
+## Task ID Scheme
+
+- **Spatial/Object/Human**: original task_id preserved exactly
+  (e.g. `mem_dl3dv_<64-hex>`, `mem_openhumanvid_<32-or-64-hex>`,
+  `mem_tnt_<64-hex>_spatial`).
+- **Casual**: suffix `_camera`, `_dimming`, or `_occlusion` appended to
+  distinguish the three 0422 evaluation dimensions that share physical videos.
+
+The mp4 filename in each `<model>/videos/` equals `<task_id>.mp4`.
+
+## Model List
+
+| Model | Directory | Notes |
+|---|---|---|
+| Infinity-Rope (Causal Forcing) | `causal_forcing/videos/` | Wan2.1-based |
+| Infinity-Rope (Self Forcing) | `self_forcing/videos/` | Wan2.1-based |
+| Cosmos-Predict2.5 | `cosmos/videos/` | NVIDIA |
+| Helios-Distilled | `helios/videos/` | Wan-based long-video |
+| LongLive | `longlive/videos/` | NVIDIA |
+| MemFlow | `memflow/videos/` | long-video + memory bank |
+| SkyReels-V2 | `skyreels/videos/` | SkyWork |
+| LongCat-Video | `longcat/videos/` | Meituan |
+
+Each model is evaluated on the full 584 prompts (some models may still be
+in progress).
+
+## Usage
+
+```python
+from datasets import load_dataset
+import json
+from huggingface_hub import hf_hub_download
+
+# Load prompt set
+path = hf_hub_download(
+    "studyOverflow/TempMemoryData", "MBench-V/merged.json",
+    repo_type="dataset"
+)
+prompts = json.load(open(path))
+print(f"Total prompts: {len(prompts)}")
+
+# Get a prompt's video URL
+task = prompts[0]
+tid = task['task_id']
+model = "helios"
+url = f"https://huggingface.co/datasets/studyOverflow/TempMemoryData/resolve/main/MBench-V/{model}/videos/{tid}.mp4"
+```
+
+## Legacy Data
+
+The `_legacy/` directory contains data that was part of earlier iterations
+but is no longer part of the current evaluation set:
+
+- `_legacy/occlusion/`: 500 videos from the 0401 occlusion_level3occ
+  experiment, used only for CF/SF sanity check.
+- `_legacy/prompts/`: Previous versions of prompt files (v1.3.4_merged, etc).
+- `_legacy/<model>/egoschema/`: Per-model egoschema videos (category deprecated).
+- `_legacy/<model>/_segdec/`: Infinity-Rope's auxiliary `_segdec` outputs
+  (one per main video, not used in evaluation).
+
+These are kept for reproducibility but should not be used for benchmarking
+on MBench-V.
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+          "The camera cranes downward, following the yellow sneakers as they step through dense green grass, pressing down blades and scattering small wildflowers underfoot.",
+          "The camera continues its descent, now focused on a patch of dry soil and scattered stones where the grass thins, with no trace of the feet or jeans remaining in view.",
+          "The camera begins to crane upward, revealing a shadowed expanse of overgrown weeds and dappled sunlight filtering through distant tree branches above.",
+          "The camera rises further, repositioning to show the original scene: yellow sneakers stepping forward through tall grass, jeans swaying with each stride, the ground uneven beneath them."
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+          "The camera pans left, revealing the edge of the stainless steel mixing bowl and the hand holding the sieve as fine flour cascades through the mesh onto the pale beige batter below. The bright kitchen countertop reflects overhead lighting, emphasizing the contrast between the white flour and the textured mixture. A slight blur at the frame’s right edge hints at motion beyond the primary focus.",
+          "The camera continues panning left, shifting entirely away from the mixing bowl to show a clean stretch of white countertop with only faint traces of flour dust near the edge. The metallic sheen of the bowl is now out of sight, replaced by an unbroken expanse of surface under even lighting, suggesting a quiet pause in activity.",
+          "The camera pans right, moving across the smooth countertop toward the re-emerging corner of the mixing bowl. A sliver of the sieve’s handle comes into view, catching light as it hovers above the bowl. The background remains consistent with soft ambient illumination and no visible hands yet.",
+          "The camera completes its rightward pan, centering on the mixing bowl where the flour has fully settled over the batter, creating a soft mound. The sieve rests slightly tilted above, its mesh still holding residual powder. The scene is well-lit, with clear visibility of the ingredients and the hand poised for the next step."
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+          "The camera tracks left, revealing the metallic framework of the testing rig and the red hydraulic hoses snaking across the base, while the camouflage tactical vest remains centered under mechanical stress from the silver cylinders.",
+          "The camera continues tracking left, shifting focus to the blank white wall and a coiled black cable near the electrical outlet, with the entire test apparatus now out of frame and only the edge of the aluminum rail visible.",
+          "The camera tracks right, passing over the smooth surface of the gray workbench and catching a glimpse of the hydraulic cylinder's piston rod glinting under overhead fluorescent lighting.",
+          "The camera returns to its original position, re-centering the camouflaged tactical vest as it twists under force from both hydraulic arms, with the full testing setup clearly visible once more."
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+          "The camera orbits clockwise around the car tire, gradually revealing the scattered rainbow-colored water beads spreading across the rough asphalt surface as the tire continues its forward motion over the crushed plastic containers.",
+          "The camera completes its clockwise orbit and moves further away, now capturing only the distant edge of the pavement and a patch of green grass beyond, with no trace of the tire or beads visible in the frame.",
+          "The camera begins to orbit counterclockwise, drawing closer to the scene while framing the textured asphalt and the lingering colorful beads that glisten under natural daylight.",
+          "The camera returns to its original position, re-establishing the full view of the car tire resting above the flattened plastic trays and the vibrant water beads spread across the ground."
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+          "The camera tilts upward, following the silhouette of legs clad in light gray pants and dark boots as they step forward on a narrow path blanketed with dry, brittle leaves and patches of sunlit grass. Sunlight streams through the trees above, casting long shadows across the ground and illuminating swirling dust particles suspended in the air, creating a hazy golden glow around each footfall.",
+          "The camera continues its upward tilt, revealing only the dappled sunlight filtering through the treetops and the rustling canopy overhead, now completely detached from the ground-level action; the leaf-strewn path and boots are no longer visible, replaced by a serene expanse of green foliage and shimmering light.",
+          "The camera tilts downward, descending past the sun-dappled branches and into the dimming underbrush, where the edge of a shadowed trail emerges beneath scattered oak leaves and tufts of tall grass, still catching the low-angle warmth of the afternoon sun.",
+          "The camera completes its descent, recentering on the same leaf-littered path where the dark boots and light gray pants reappear mid-stride, stepping forward with purpose as sunlight glints off the edges of fallen leaves and dust dances in the air once more."
+        ]
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+          "The camera pans right, revealing the red tarpaulin beside the shredder and the second black AXE deodorant can standing upright, while the shredded fragments of the first can continue to scatter across the rotating metal blades beneath a backdrop of dense green foliage.",
+          "The camera continues panning right, shifting focus entirely to the surrounding garden area where vibrant ivy climbs a weathered wooden fence, leaving the shredder and its contents completely out of frame, with only dappled sunlight filtering through overhead leaves.",
+          "The camera pans left, moving past the edge of the red tarp and the lush shrubs, gradually bringing back into view the blue and yellow hazard-striped shredder housing as it approaches the original vantage point.",
+          "The camera completes its leftward pan, re-centering on the shredder’s metal grating now littered with crushed remnants of the deodorant can, smoke still rising faintly, with the intact second can visible on the red tarp beside it under natural daylight."
+        ]
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+          "The camera pans left, revealing the edge of the red bowl and the textured surface of the yellowish food beneath a cascade of coarse salt and orange spice granules.",
+          "The camera continues panning left, now showing only the blurred rim of the bowl and a section of the wooden countertop, with no trace of the seasoned mound visible.",
+          "The camera pans right, gradually bringing back the corner of the red bowl and the speckled mixture of white salt and reddish-orange spices settling on the food’s surface.",
+          "The camera completes its rightward pan, re-centering on the fully covered mound of yellowish food in the red bowl, now blanketed in a thick layer of salt and spices, with fine particles still gently falling."
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+          "Hands attach a metal rod to a spool of white string on a wooden base, then pull the string taut, causing the rod to spin rapidly around the spool.",
+          "The camera tracks left across the bright turquoise surface, following the taut white string as it extends from the spinning spool toward the edge of the frame, revealing more of the smooth wooden base and the metallic rod’s blur in motion.",
+          "The camera continues tracking left, now showing only the empty expanse of the turquoise background with faint traces of string tension lines, the wooden block and spool completely out of sight, leaving behind a clean, uncluttered space under even lighting.",
+          "The camera tracks right, gliding over the same vibrant blue surface, gradually bringing back into view the edge of the wooden base and the trailing end of the white string, hinting at the returning action zone.",
+          "The camera completes its rightward movement, re-centering on the wooden block with the white string spool still rotating rapidly, the metal rod spinning above it, and the original turquoise backdrop fully restored around the dynamic scene."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00106_00006",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00106_00006.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A massive explosion erupts in an urban area, sending thick black and gray smoke billowing upward and outward. Debris flies through the air as the smoke rapidly expands, obscuring buildings and trees in the foreground.",
+          "The camera tilts upward, revealing the expanding plume of thick black smoke rising against the clear blue sky, with dust clouds swirling around damaged buildings and a partially collapsed structure in the foreground.",
+          "The camera continues tilting upward, now capturing only the upper edges of distant high-rises and the top of the smoke column, while the explosion site and surrounding trees are completely obscured from view.",
+          "The camera begins tilting downward, bringing into frame the tops of green trees and the dusty remnants of the blast zone, with smoke still drifting across the urban landscape below.",
+          "The camera completes its downward tilt, re-establishing the original viewpoint showing the massive smoke cloud dominating the cityscape, debris scattered across rooftops, and the damaged bridge in the foreground under bright daylight."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00107_01302",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00107_01302.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A spinning wooden blank is being shaped on a lathe, with a gouge removing material and producing fine yellow shavings that fly outward as the tool carves smooth curves into the wood.",
+          "The camera tracks right, following the swirling cascade of yellow wood shavings as they fly off the spinning blank, revealing the dark metal bed of the lathe now coated in fine sawdust and flecks of bright yellow resin.",
+          "The camera continues tracking right, moving past the lathe’s motor housing and into a shadowed corner of the workshop where only scattered wood dust on a concrete floor and a glimpse of a worn tool rack remain visible.",
+          "The camera tracks left, gliding over the edge of the workbench where accumulated shavings form a textured ridge, gradually bringing back the blurred outline of the rotating wooden blank and the gleaming gouge in motion.",
+          "The camera completes its leftward movement, re-centering on the spinning wooden blank with its smooth, curved contours now fully exposed, surrounded by flying shavings and the steady hum of the lathe's motor."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00117_00065",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00117_00065.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Luggage moves along conveyor belt, with a patterned duffel bag and a wrapped suitcase rolling forward, their positions shifting as the belt transports them through the airport baggage claim area.",
+          "The camera orbits counterclockwise, gliding smoothly along the edge of the conveyor belt as it captures the patterned duffel bag and wrapped suitcase rolling forward under the cool, fluorescent lighting of the baggage claim area. The metallic railings on the left reflect faint glimmers of light, while the green-tinted glass panels on the right create a sleek, modern contrast to the moving luggage. The motion reveals more of the long, narrow conveyor path stretching into the distance, with the black rubber surface showing subtle grooves from continuous use.",
+          "The camera continues its counterclockwise orbit, now fully displaced from the original action zone, revealing a wide expanse of empty conveyor belt flanked by industrial bins and storage crates in the background. The once-visible luggage has vanished from frame, replaced by the dimly lit service corridor where maintenance equipment and trash receptacles line the walls. A faint hum echoes through the space, and the overhead lights cast sharp shadows across the polished floor, emphasizing the absence of travelers and movement.",
+          "The camera begins its clockwise orbit, sweeping back toward the baggage claim area with a steady, deliberate arc that reorients the viewer’s perspective. As it moves, the smooth gray surface of the conveyor belt reappears, now framed by the curved metal railing and the translucent wall paneling. The ambient lighting grows brighter, illuminating dust particles floating in the air and highlighting the texture of the rubberized belt. In the distance, the silhouettes of airport signage become visible, signaling the return to the main terminal flow.",
+          "The camera completes its clockwise orbit, settling into the original vantage point where the patterned duffel bag and wrapped suitcase are clearly visible again, continuing their journey along the conveyor belt. The soft glow of overhead lights reflects off the shiny surface of the luggage, and the rhythmic motion of the belt is uninterrupted. The surrounding environment—metal rails, green glass panels, and distant bins—realigns exactly as before, restoring full continuity to the scene."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00127_00122",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00127_00122.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black and white tugboat moves steadily across the water, creating ripples and waves as it progresses. Its flags flutter in the wind, and industrial buildings with smokestacks form the backdrop.",
+          "The camera pans right, following the tugboat as it cuts through the dark blue water, its black hull and white superstructure gliding past industrial buildings with towering smokestacks emitting faint plumes of smoke. The German flag flutters atop the mast, catching the sunlight, while cranes and storage tanks line the riverbank under a clear sky.",
+          "The camera continues panning right, revealing a stretch of calm river bordered by green embankments and distant warehouses, with no trace of the tugboat or industrial complex visible—only a quiet dockside path and a lone red buoy bobbing in the foreground under soft afternoon light.",
+          "The camera pans left, sweeping across the tranquil waters toward the cityscape, where a cluster of modern office buildings meets the riverbank, their glass facades reflecting the golden hue of late-day sun; a small ferry approaches from the distance, cutting through gentle ripples.",
+          "The camera completes its pan left, re-centering on the original scene where the tugboat now appears slightly further downstream, its flags still waving, navigating steadily past the same industrial skyline with smoke rising from chimneys and cranes silhouetted against the pale blue sky."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00121_00337",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00121_00337.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person in boots uses a pressure washer to spray water onto a muddy concrete surface, moving the wand back and forth to clean the area, causing mud and debris to splash and flow away.",
+          "The camera orbits counterclockwise, gradually revealing the wet concrete steps beside the muddy path as the pressure washer’s spray arcs across the ground, dispersing dark sludge and scattered brown leaves under a steady stream of water.",
+          "The camera continues its counterclockwise orbit, now capturing only the edge of the overgrown grassy area and a patch of rain-soaked soil, with the concrete steps and pressure washing activity entirely displaced from view.",
+          "The camera begins a clockwise orbit, slowly drawing back toward the scene, passing by a cluster of damp tree roots and a coiled black hose lying in the mud near the pavement’s edge.",
+          "The camera completes its clockwise orbit, re-centering on the muddy concrete surface where the pressure washer nozzle sprays water across the wet ground, sending ripples through puddles and rinsing away debris near the stone steps."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00149_00700",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00149_00700.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "water pouring into clear plastic cup from green bottle, creating swirling motion and bubbles as liquid fills bottom of cup",
+          "The camera tilts upward, revealing the edge of a wooden desk and a white keyboard in the background as the green bottle begins to pour water into the clear plastic cup.",
+          "The camera continues its upward tilt, now focusing on the upper portion of the desk where a tangled cable and part of a black speaker are visible, with the original action area completely out of frame.",
+          "The camera tilts downward, bringing back the wooden surface and the clear plastic cup now partially filled with swirling water, capturing the motion of bubbles rising near the bottom.",
+          "The camera completes its downward tilt, re-establishing the full view of the desk scene including the yellow liquid in the beaker, the empty space beside it, and the green bottle still positioned to the right."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00157_00451",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00157_00451.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Oil is poured into a hot wok, spreading across the surface in a thin stream, creating ripples and expanding outward as it coats the dark, seasoned metal.",
+          "The camera orbits counterclockwise around the wok, capturing the glistening oil as it spreads across the seasoned black surface, reflecting the dim kitchen light and revealing subtle textures in the metal’s patina.",
+          "The camera continues its counterclockwise orbit, now framing the stove’s grates and the blue flame beneath, with the wok fully退出 from view and only the metallic sheen of the burner visible under ambient lighting.",
+          "The camera begins a clockwise orbit, moving past the edge of the stovetop, where the dark cast iron handle of the wok briefly enters frame before gliding toward the surrounding countertop’s speckled granite surface.",
+          "The camera completes its clockwise return, repositioning directly above the wok as the oil settles into a smooth, reflective pool, mirroring the overhead light and the faint outline of the kitchen ceiling."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00168_00409",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00168_00409.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand stirs a thick, frothy white liquid in a pot with a spoon, creating swirling motion and bubbles on the surface.",
+          "The camera pans left, revealing the edge of the stainless steel pot and the speckled granite countertop beneath it, where a hand holds a spoon stirring a thick, frothy white liquid that bubbles gently on the surface.",
+          "The camera continues panning left, now showing only the dark rim of the pot’s base and the surrounding kitchen environment, including a glimpse of a white appliance and a folded cloth in the background, with no trace of the stirring action visible.",
+          "The camera pans right, capturing the smooth motion across the countertop, passing over the pot's black exterior and reflecting light from the overhead kitchen fixture as it moves toward the original scene.",
+          "The camera completes its rightward pan, re-centering on the stainless steel pot where the hand resumes stirring the creamy, bubbly mixture, the spoon creating swirling patterns in the froth under consistent kitchen lighting."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00165_00152",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00165_00152.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful balls roll down a wooden track with curved grooves, bouncing and shifting positions as they move forward, guided by the track's contours.",
+          "The camera arcs clockwise, following the vibrant motion of colorful balls as they roll through the wooden track’s curved grooves, their glossy surfaces reflecting soft overhead light.",
+          "The camera continues its clockwise arc, revealing a minimalist white tabletop and distant wooden furniture, with the track now fully displaced from view.",
+          "The camera arcs counterclockwise, sweeping past the edge of the white table and catching glimpses of warm-toned cabinetry in the background.",
+          "The camera completes its counterclockwise return, recentering on the wooden track where the colorful balls continue their rhythmic descent along the grooved path."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00174_00077",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00174_00077.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand presses down on a transparent lid of a glass tank filled with water, causing ripples and splashes as the water moves upward and outward, while another hand holds a hose nearby.",
+          "The camera tracks left, following the hand pressing down on the transparent lid of the glass tank as water splashes upward and outward, revealing the textured surface of the black metal frame and the surrounding green grass.",
+          "The camera continues tracking left, moving past the edge of the tank and into a view dominated by tall grasses and a patch of sunlit earth, where only the curved white hose remains visible in the lower right corner, with no trace of the original action area.",
+          "The camera tracks right, gliding over the vibrant blue and pink plastic channels near the base of the setup, capturing the wet stone ground and blurred foliage as it reverses course toward the central scene.",
+          "The camera settles back into position, re-establishing the full view of the glass tank with its rippling water surface, the hand still pressing down on the lid, and the hose coiled beside it, all under natural daylight with the surrounding garden clearly visible."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00172_00462",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00172_00462.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Bricklayer applies mortar to brick with trowel, positions brick on wall, and smooths excess mortar along joint using trowel's edge while aligning with string line.",
+          "The camera arcs counterclockwise, revealing the bricklayer’s hands as they apply mortar to a red brick with a trowel, while the string line guides alignment along the partially built wall.",
+          "The camera continues its counterclockwise arc, shifting focus to the muddy ground beside the drainage grate and exposing stacks of unused bricks in the background, leaving the original masonry work entirely out of frame.",
+          "The camera arcs clockwise, sweeping past the edge of the concrete foundation and briefly capturing the metal grate and scattered debris near the trench before returning toward the construction zone.",
+          "The camera completes its clockwise arc, re-centering on the bricklayer’s hands placing a mortared brick onto the wall, with the string line taut above and fresh mortar smoothing along the joint."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00191_00002",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00191_00002.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Sliced pickled jalapeños and brine are poured from a can into a stainless steel bowl, creating splashes and bubbles as the contents cascade in.",
+          "The camera pans left, revealing the stainless steel countertop and the edge of a large mixing bowl as brine splashes into view, glistening under the bright kitchen lights.",
+          "The camera continues panning left, now showing only the blurred outline of a commercial refrigerator and a stack of yellow-labeled spice containers, with no trace of the jalapeños or bowl in frame.",
+          "The camera pans right, gliding past a chrome sink and a bottle of dish soap, capturing reflections on wet surfaces before nearing the prep area again.",
+          "The camera completes its rightward pan, re-centering on the stainless steel bowl piled high with sliced pickled jalapeños, their golden-green rings glistening with brine under overhead lighting."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00188_00140",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00188_00140.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Person sliding down a blue water slide, feet first, with water splashing around as they descend rapidly toward the pool below.",
+          "The camera orbits counterclockwise, sweeping past the vibrant orange slide adjacent to the blue chute, capturing the glistening water cascading down its smooth surface under bright daylight.",
+          "The camera continues its counterclockwise orbit, now framing a dense cluster of tropical palm trees and distant poolside loungers, with the water slide completely out of sight and the sky filling the upper frame.",
+          "The camera begins a clockwise orbit, gliding over the lush greenery bordering the water park, revealing glimpses of the turquoise pool and yellow floatation devices below as it reverses direction.",
+          "The camera completes its clockwise arc, repositioning directly above the blue water slide’s entrance where the person’s feet are visible at the top, poised for descent, with the splash zone and surrounding pools clearly in view."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00207_00948",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00207_00948.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Almond milk is poured from a carton into a blender jar containing solid ingredients, creating a stream of white liquid that mixes with the contents at the bottom.",
+          "The camera tracks right, following the stream of almond milk as it pours from the carton into the blender jar, capturing the white liquid cascading over solid ingredients like dates and nuts, with the carton’s green and red branding briefly visible against the dark countertop.",
+          "The camera continues tracking right, moving past the blender and revealing a blurred background of kitchen cabinetry and dim lighting, leaving the original action area entirely out of frame, now focusing on an empty stretch of black countertop near a purple box and a small container with a warning label.",
+          "The camera tracks left, gliding smoothly across the dark surface toward the center of the workspace, passing by the edge of the blender base and catching reflections of overhead light on the glossy countertop, with faint outlines of the carton’s corner reappearing in the periphery.",
+          "The camera completes its return track left, re-establishing the full view of the blender jar now filled with creamy white liquid resting atop the blended ingredients, the carton slightly tilted in hand, and the scene illuminated by soft ambient kitchen light."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00195_00136",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00195_00136.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful balls roll down a wooden track, bouncing off each other as they descend, with some falling off the side while others continue along the groove.",
+          "The camera arcs counterclockwise, revealing the smooth wooden groove of the track as colorful balls tumble down, bouncing off one another with bright splashes of blue, purple, and green against the natural grain. The orange support block beneath the ramp stands out sharply under even lighting, while a silver toy truck rests motionless in the background, its reflective surface catching subtle glints.",
+          "The camera continues its counterclockwise arc, now sweeping past the original action area entirely, showing only a plain white tabletop and the edge of a blue plastic base from the structure. The wooden track and rolling balls are no longer visible; instead, the frame captures an empty corner where light reflects softly off a clean surface, emphasizing spatial emptiness after the dynamic motion.",
+          "The camera arcs clockwise, gradually bringing back the scene’s structural elements—first the edge of the blue base, then the orange support column reappearing into view. A faint shadow traces across the table, hinting at the overhead lighting, while the wooden texture of the track begins to re-enter the frame from the right side.",
+          "The camera completes its clockwise arc, re-centering on the wooden track where the final ball rolls toward the end groove, near the silver toy truck still parked beside it. The polished surface of the track gleams under consistent light, and the vibrant colors of the balls contrast vividly with the warm wood tones, restoring the full context of the playful mechanical setup."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00208_02003",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00208_02003.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand lifts the yellow dump bed of a toy truck, tilting it upward to release soil into a dug-out hole below, with the truck positioned on a gray ramp in a dirt-filled outdoor setting.",
+          "The camera tracks right across the dirt patch, following the toy dump truck as it sits on the gray ramp with its yellow bed raised, spilling soil into the dug-out hole below, while tall grasses sway gently in the background under natural daylight.",
+          "The camera continues tracking right beyond the edge of the ramp, revealing only the bare earth and scattered green weeds, with the red flower now visible in the distance and no trace of the toy truck or ramp in frame.",
+          "The camera tracks left past the disturbed soil and grassy border, moving steadily toward the original action zone, capturing the texture of damp earth and a glimpse of the gray ramp’s edge reappearing in the lower corner.",
+          "The camera settles back to the initial position, framing the blue and yellow toy dump truck fully on the gray ramp, its bed tilted upward over the hole, soil still settling into the pit beneath, with sunlight casting soft shadows across the scene."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00208_01445",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00208_01445.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A yellow toy dump truck tilts its bed upward, releasing a pile of brown sand onto the ground. The sand cascades out in a steady flow, creating a small mound as the truck's wheels remain stationary on the sandy surface.",
+          "The camera orbits counterclockwise around the yellow toy dump truck, capturing the cascading flow of brown sand as it spills from the tilted bed onto the textured sandy ground, with small green tufts of grass and a distant mound of dirt visible in the background.",
+          "The camera continues its counterclockwise orbit, moving beyond the original action area to reveal a rocky outcrop and a red construction crane in the midground, while the toy truck and sand pile are no longer in frame, replaced by a wide expanse of dry earth under diffused daylight.",
+          "The camera begins a clockwise orbit, sweeping past the edge of the sandpit where scattered pebbles and sparse vegetation line the perimeter, gradually bringing into view the blurred silhouette of the dump truck’s rear wheels and the remnants of the sand mound.",
+          "The camera completes its clockwise return, re-centering on the yellow toy dump truck now stationary with its bed lowered, the freshly deposited pile of brown sand spread across the foreground, and the original sandy terrain and green tufts clearly visible once more."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00233_00922",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00233_00922.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Flour is being poured from a blue measuring cup into a metal sieve placed over a bowl, with fine particles falling through the mesh and accumulating below.",
+          "The camera orbits clockwise around the sifting setup, capturing the blue measuring cup tipping flour into the metal sieve as fine particles cascade through the mesh and collect in the bowl below, with a stainless steel countertop and scattered kitchen tools visible in the background.",
+          "The camera continues its clockwise orbit, moving beyond the original action area to reveal a clean section of the industrial kitchen counter, where a stack of wooden cutting boards and a yellow-labeled container rest under bright overhead lighting, with no trace of the flour or sieve in frame.",
+          "The camera begins a counterclockwise orbit, gliding past the edge of the stainless steel sink and briefly showing a bottle of olive oil and a cloth-draped utensil rack before gradually shifting back toward the central workspace.",
+          "The camera completes its counterclockwise return, repositioning to show the metal sieve now filled with sifted flour, the blue measuring cup resting nearby, and the same well-lit kitchen environment as the original scene, with the sifting action fully re-established in view."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00257_00420",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00257_00420.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful marbles roll along a curved wooden track supported by blue blocks, navigating bends and passing through green ramps, with motion captured in continuous flow.",
+          "The camera arcs counterclockwise, revealing the curved wooden track supported by blue LEGO blocks and red soda cans in the background, as colorful marbles roll smoothly along the beige surface, passing through bright green ramps with momentum.",
+          "The camera continues its counterclockwise arc, now showing a distant view of the white floor and brown baseboard, where the track and marbles are entirely out of frame, leaving only the edge of a blue LEGO structure and ambient indoor lighting visible.",
+          "The camera begins a clockwise arc, gradually bringing into view the side of a red soda can and the lower portion of the blue support blocks, with soft shadows cast across the white tabletop beneath the structure.",
+          "The camera completes its clockwise arc, repositioning to clearly capture the full curved wooden track with marbles rolling past green ramps and blue LEGO supports, returning to the original scene composition with consistent lighting and spatial depth."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00103_00190",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00103_00190.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person pours a bucket of granular material onto the grassy edge of a pond, causing the contents to spill out and flow into the water, creating ripples and disturbance on the surface.",
+          "The camera tracks right, following the motion of the white bucket as it tilts forward, spilling granular material onto the grassy pond edge; the beige particles cascade into the murky water, creating ripples that spread outward across the surface.",
+          "The camera continues tracking right, moving beyond the spill zone to reveal a patch of dense green vegetation along the bank, with no trace of the bucket or person in frame, only the disturbed water and overhanging branches visible.",
+          "The camera tracks left, gliding past the wet grass and muddy shoreline, passing through the area where the granules once piled up, now partially dissolved into the water’s edge, with faint bubbles still rising near the surface.",
+          "The camera returns to its original position, re-establishing the full view of the pond's edge where the scattered granules rest on the grass and in the shallow water, the disturbed surface gently rippling under natural daylight."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00238_00697",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00238_00697.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful glass marbles roll down a red wooden ramp with raised blocks, bouncing off them and transitioning onto a wavy wooden track below, where they continue rolling through curved grooves.",
+          "The camera tracks right along the red wooden ramp, following the trajectory of the glass marbles as they bounce off the raised wooden blocks and transition onto the wavy track below, revealing the smooth grain of the light-colored wood and the reflective surfaces of the marbles under bright indoor lighting.",
+          "The camera continues tracking right, moving beyond the edge of the wooden structure so that only the white wall and a sliver of the support beam remain visible, with no trace of the marbles or track in frame, emphasizing the clean, minimalist background and the absence of mechanical motion.",
+          "The camera tracks left across the scene, gliding past the empty space where the marble track once dominated, capturing the texture of the wooden supports and the subtle shadows cast by the overhead light as it reapproaches the original setup.",
+          "The camera completes its leftward movement, repositioning to show the full view of the red ramp and wavy wooden track again, with the polished marbles rolling through the grooves and reflecting vibrant colors against the natural wood grain and neutral backdrop."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00238_01058",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00238_01058.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful glass marbles roll rapidly down a wooden spiral track, spinning in concentric circles as they descend toward the center.",
+          "The camera tilts upward, revealing the top edge of the wooden spiral track and the colorful marbles tumbling along the outer curve, their glossy surfaces reflecting the bright overhead light as they navigate the first loop.",
+          "The camera continues its upward tilt, now focusing on the smooth white wall behind the structure, where only a sliver of the teal launcher block remains visible, while the entire spiral track and marbles have moved out of frame.",
+          "The camera tilts downward, gradually bringing into view the textured surface of the wooden table beneath the track, with scattered red and blue support pieces faintly visible in the periphery.",
+          "The camera completes its downward tilt, re-centering on the spiral track’s innermost coils where the final marbles converge toward the central hole, their vibrant colors contrasting against the natural wood grain under consistent studio lighting."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00262_00548",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00262_00548.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Hands place colorful glass marbles one by one into the grooves of a curved wooden track, aligning them in a row along the ridged surface.",
+          "The camera orbits counterclockwise around the wooden track, revealing the smooth grain of the light-colored wood and the reflective surfaces of the colorful glass marbles aligned in the grooves. As it moves, the curvature of the track becomes more pronounced, emphasizing the precision of the ridged design and the way each marble rests snugly in its designated slot.",
+          "The camera continues its counterclockwise orbit, shifting focus away from the marbles and track to expose a plain white surface and the edge of a neutral-toned wall, where no part of the original action remains visible. The texture of the wood is now absent, replaced by clean geometric lines and soft ambient lighting that highlights the emptiness of the space.",
+          "The camera begins a clockwise orbit, gradually reintroducing the scene’s periphery as it sweeps past the white tabletop and the faint shadow cast by the wooden structure, bringing the edge of the curved track back into frame with subtle motion blur indicating re-entry.",
+          "The camera completes its clockwise return, settling on the full view of the wooden track with all five colorful marbles precisely aligned along the ridges, their glossy surfaces catching the light under consistent indoor illumination, restoring the original composition of the action scene."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00257_00492",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00257_00492.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful balls roll down a multi-level wooden track, navigating curves, loops, and ramps, with some bouncing off barriers and others spinning through a rotating wheel mechanism.",
+          "The camera arcs counterclockwise, smoothly gliding away from the wooden track as it captures the vibrant green and blue supports beneath a bright outdoor sky, revealing more of the surrounding concrete patio and grassy edge.",
+          "The camera continues its counterclockwise arc, now fully displaced from the original scene, showing only the distant corner of a park bench and a patch of sunlight-dappled pavement with no trace of the ball track in view.",
+          "The camera begins its clockwise arc, sweeping back toward the play area, passing over the weathered wooden slats of the table and catching glimpses of the orange launch ramp’s curved edge as it reorients.",
+          "The camera completes its clockwise return, settling directly above the intricate wooden ball track where colorful balls roll through loops and spin past the yellow rotating wheel under natural daylight."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00325_00018",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00325_00018.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Milk streaming into a cup of coffee, creating ripples and bubbles on the surface as it mixes with the dark liquid.",
+          "The camera pans left, revealing the smooth cascade of milk as it flows into the rich, amber coffee, creating delicate ripples and tiny bubbles on the surface.",
+          "The camera continues panning left, now capturing only the edge of the cup’s rim and a blurred streak of light reflecting off the ceramic surface, with no trace of the milk or coffee visible.",
+          "The camera pans right, gliding past the warm-toned wooden table and catching a soft shadow cast by the cup's handle before slowly re-entering the frame.",
+          "The camera completes its rightward pan, settling on the full view of the coffee cup where milk has fully blended into the dark liquid, forming a uniform golden swirl with gentle foam at the top."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00327_00364",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00327_00364.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A rally car speeds across a dusty terrain, kicking up a massive cloud of brown dust as it navigates a sharp turn, its body tilting slightly with the motion.",
+          "The camera cranes upward, lifting steadily above the dusty terrain as the rally car’s red-and-blue livery flashes beneath a thick plume of brown dust, its rear tires kicking up debris across the dry, grassy expanse.",
+          "The camera continues its ascent, now soaring high above the landscape where only faint traces of tire tracks remain visible on the sun-baked earth, with distant orange markers and rolling hills filling the frame below.",
+          "The camera begins descending, gliding downward through the hazy air toward the rugged ground, capturing the shifting patterns of shadow and light across the uneven dirt track beneath.",
+          "The camera settles back into its original position, framing the rally car mid-turn as it powers through the dusty course, the vehicle’s sleek form slicing through the air with the same cloud of brown dust trailing behind."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00284_00243",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00284_00243.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person uses a shovel to transfer soil from a red wheelbarrow into metal mesh planters, scooping and lifting the dirt repeatedly with controlled motion.",
+          "The camera arcs counterclockwise, gradually revealing the side of the red wheelbarrow and the edge of a weathered concrete floor, where a pink-labeled paint bucket rests near a metal-framed shelf. The shovel’s wooden handle glints in natural daylight as it lifts soil from the wheelbarrow, while the mesh planters begin to fill with dark earth. The motion sweeps past the person’s bare foot in a yellow flip-flop, emphasizing the manual effort involved.",
+          "The camera continues its counterclockwise arc, now fully displaced from the original scene, showing only the back wall of a gray storage unit and a partially visible corrugated metal door. The wheelbarrow, shovel, and planters are no longer in frame; instead, the focus shifts to scattered debris on the ground and a rusted hose coiled near a drainage grate under dim ambient light.",
+          "The camera arcs clockwise, sweeping across the wet concrete surface where faint water stains reflect overhead light, then passes by the corner of a white-painted wall and a stack of cardboard boxes. A glimpse of the pink paint bucket reappears in the periphery as the movement reverses course, hinting at the return toward the central activity zone.",
+          "The camera completes its clockwise arc, re-establishing the original action area with the red wheelbarrow centered in view, the shovel mid-scoop, and the metal mesh planters now nearly full of rich brown soil. The person’s feet in yellow flip-flops remain visible, grounding the scene in continuity, while sunlight highlights dust particles rising from the freshly moved earth."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00328_01916",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00328_01916.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black and blue race car drifts sharply around a curve, tires screeching as thick white smoke billows from the rear, kicking up dust on the asphalt track.",
+          "The camera pans left, following the trail of white smoke as it drifts across the sunlit asphalt, capturing the blurred edge of the guardrail and a cluster of spectators in the background.",
+          "The camera continues panning left, now showing an open expanse of dry grassland beyond the track boundary, with distant hills under a hazy blue sky—no trace of the drifting car remains in frame.",
+          "The camera pans right, sweeping past a red-and-white traffic cone and a faded blue banner fluttering in the wind, revealing a section of empty tarmac near the curve’s exit.",
+          "The camera completes its pan right, recentering on the black and blue race car as it exits the turn, tires still spewing smoke, with the dusty track and crowd barrier now clearly visible again."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00361_00060",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00361_00060.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person descends a powerful waterfall, arms outstretched, navigating through cascading water and mist, as the force of the falling water surrounds them.",
+          "The camera pans right, revealing the sheer rock face beside the cascading waterfall as mist clings to its surface and sunlight fractures through the spray, illuminating droplets suspended in midair.",
+          "The camera continues panning right, now showing only the turbulent river below where foam churns against dark stones, with no trace of the falling figure or waterfall’s edge remaining in frame.",
+          "The camera pans left, capturing the frothy water's edge where waves lap against moss-covered rocks beneath a dim sky, gradually reintroducing the base of the waterfall into view.",
+          "The camera completes its pan left, re-establishing the full cascade with the churning pool below and the silhouette of the person now submerged in the mist-laden plunge, water roaring around them."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00327_00512",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00327_00512.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Car tire rolls over a row of colorful water-filled balloons, compressing and bursting them sequentially, releasing streams of colored water onto the concrete surface.",
+          "The camera tracks left, following the tire’s forward motion as it rolls over the red water balloon, compressing it and releasing a burst of crimson liquid onto the wet concrete. The silver rim glints under natural daylight, while droplets scatter across the textured pavement.",
+          "The camera continues tracking left, now showing only the damp ground where the balloons once lay, with streaks of orange and yellow residue fading into the grime. A puddle reflects the sky, and no part of the car or balloons remains in frame.",
+          "The camera tracks right, moving past the lingering traces of colored water on the concrete, capturing the edge of the tire’s shadow and the scattered remnants of green and purple balloon fragments. Sunlight hits the wet surface, creating shimmering reflections.",
+          "The camera tracks right to reframe the original scene, revealing the final state: the row of partially burst balloons lying flat, their colors smeared across the concrete, with the tire still resting above the last intact ones."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00370_00918",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00370_00918.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A curler in a red and black uniform crouches low, pushing a curling stone forward with intense focus, while two teammates stand nearby holding brooms, ready to sweep the ice as the stone glides toward the target.",
+          "The camera arcs counterclockwise, gliding smoothly past the red and black curling stones resting near the hog line, capturing the polished ice surface reflecting overhead arena lights as it moves away from the delivery zone.",
+          "The camera continues its counterclockwise arc, now positioned beyond the side boards where the blue padded wall and sponsorship banners for \"Mercure Perth Masters\" dominate the frame, with no trace of the curler or stone visible in the shot.",
+          "The camera begins a clockwise arc, sweeping across the empty spectator seating area lined with dark blue fabric and metal railings, passing by a digital scoreboard showing \"DE CRUZ\" and \"MUIRHEAD\" before turning toward the rink.",
+          "The camera completes its clockwise arc, repositioning to face the center of the ice sheet where the curler in the red and black uniform is now crouched low, releasing the stone with intense focus, while teammates stand ready with brooms near the house."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00442_01043",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00442_01043.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person releases a blue and white bowling ball down the lane, rolling toward the pins at the end. The ball moves smoothly across the polished surface, approaching the arranged pins.",
+          "The camera tracks right along the polished wooden lane, following the blue and white bowling ball as it rolls toward the pins, with the Brunswick branding visible on the pin deck above.",
+          "The camera continues tracking right past the final gutter, revealing the adjacent lane’s empty approach area and the dimly lit back wall where maintenance equipment is stored, leaving the original action entirely out of frame.",
+          "The camera tracks left across the shiny floor, passing the side rail and catching reflections of overhead lights on the glossy surface near the ball return mechanism.",
+          "The camera repositions to the original vantage point, centering the clean white lane with the full set of pins at the end, the Brunswick logo clearly visible above, and the blue and white ball now resting in the gutters after its roll."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00424_00017",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00424_00017.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Marbles roll down a wooden track, colliding and cascading through curved channels, with colors shifting and merging as they move along the path.",
+          "The camera arcs counterclockwise, revealing the smooth wooden track's grain and the glossy marbles rolling through its curved channels, their vibrant colors—emerald green, deep blue, and fiery red—shifting as they collide and cascade along the path.",
+          "The camera continues its counterclockwise arc, now capturing only the white surface beneath the track and a sliver of the wooden support structure, with no marbles or track features visible in the frame.",
+          "The camera begins a clockwise arc, sweeping across the blank white background before gradually uncovering the edge of the wooden track and the faint shadow cast by its elevated supports.",
+          "The camera completes its clockwise arc, recentering on the full length of the wooden track where the remaining marbles—now including translucent yellow and orange ones—rest in the final curves, with the blue marble settled in the leftmost channel."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00450_00266",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00450_00266.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A brush applies a clear, viscous liquid in smooth, overlapping strokes across a rectangular surface, spreading it evenly with slight pooling and glistening reflections.",
+          "The camera tilts down, revealing the glistening surface of the clear liquid spreading across the textured beige mat, where fine streaks reflect overhead light and the brush’s motion leaves faint trails of viscous residue.",
+          "The camera continues tilting downward, shifting focus to a plain wooden workbench edge beneath the mat, now showing only the grainy wood and scattered flour dust with no trace of the liquid application visible.",
+          "The camera tilts up, gradually bringing into view the corner of the translucent mat again, where residual sheen from the liquid catches the ambient light and hints at the earlier brushing action.",
+          "The camera completes its upward tilt, re-centering on the full rectangular mat now uniformly coated with the clear substance, its smooth, reflective surface showcasing even coverage and subtle pooling near the edges."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00389_00171",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00389_00171.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand uses a putty knife to mix and scrape white plaster-like substance in a metal tray, moving the tool back and forth to evenly distribute the material.",
+          "The camera tracks right, following the hand as it lifts the putty knife from the metal tray filled with white plaster-like substance, revealing the textured surface of the workbench beneath and a faint dusting of dry material scattered across its edge.",
+          "The camera continues tracking right, moving beyond the workbench to expose a section of unfinished wall with visible seams and patches, while the metal tray and hand disappear entirely from view, leaving only the bare concrete floor and a distant corner of the room in frame.",
+          "The camera tracks left, gliding past the empty space where the tray once rested, now capturing the worn wooden edge of the bench and a glimpse of the red-handled tool lying still on the surface, with ambient light casting soft shadows across the debris-strewn area.",
+          "The camera completes its return track, re-centering on the metal tray held steady in hand, the putty knife resting atop the smooth, mixed plaster, with the workbench and background wall fully restored to their original framing."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00452_00904",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00452_00904.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Dark liquid pours from a glass measuring cup into a tall glass filled with ice cubes, creating ripples and bubbles as it flows over the ice.",
+          "The camera pans right, revealing a blurred kitchen counter with a red potted plant and soft daylight filtering through a nearby window, while the glass measuring cup now rests on the edge of the counter, its contents nearly emptied.",
+          "The camera continues panning right, shifting focus to a stainless steel sink with water droplets glistening under overhead lighting, where the original glass and ice are no longer visible, replaced by the gleam of wet faucet handles and a dish towel hanging nearby.",
+          "The camera pans left, capturing the edge of a wooden countertop dusted with coffee grounds and a faint steam rising from a distant French press, gradually bringing back the dim outline of the tall glass near the frame’s edge.",
+          "The camera completes its leftward pan, re-centering on the tall glass now filled with dark liquid swirling over ice cubes, the Pyrex measuring cup resting beside it, illuminated by natural light from the window behind."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00450_00932",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00450_00932.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Water flows from a copper pipe into a camera lens held beneath it, creating a stream that fills the lens barrel as the person adjusts its position slightly under the flow.",
+          "The camera cranes upward, revealing the sunlit wooden log structure and the copper pipe’s outlet as water streams down into the camera lens below, with dappled shadows dancing across the weathered wood and surrounding greenery.",
+          "The camera continues its upward crane, now capturing only the upper portion of the split log and a sliver of blue sky above, while the flowing water and lens disappear from view, leaving behind dry grasses and the faint outline of a garden hose in the background.",
+          "The camera begins to descend, gradually repositioning through the air above the rustic wooden setup, bringing into frame the top edge of the log and the rust-colored copper pipe, with sunlight glinting off the metal surface.",
+          "The camera completes its downward crane, settling back onto the original scene where the stream of water flows steadily from the copper pipe into the camera lens held beneath it, with the textured log, wet patches, and surrounding foliage clearly visible once more."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00461_00698",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00461_00698.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A gloved hand guides a chisel against a rapidly spinning wooden blank, shaving off thin curls of wood as the lathe turns, with sawdust flying outward from the point of contact.",
+          "The camera cranes upward, revealing the top edge of the lathe's headstock and the wooden blank spinning with a blur of motion, as fine sawdust scatters across the metal bed beneath. The gloved hand grips the chisel firmly, guiding it along the tapering neck of the piece, while the greenish-yellow stain on the wood’s surface catches the dim workshop light. Behind, a dusty fan grille hums quietly in the background, partially obscured by drifting particles of shavings. The rapid rotation creates a smooth, rounded contour, and the tool’s sharp edge leaves behind delicate curls that spiral away from the contact point.",
+          "The camera continues its upward crane, now showing only the ceiling beams above the workbench, where dust motes float in shafts of natural light filtering through a high window. The lathe and the woodworking action are entirely out of frame, replaced by exposed wooden rafters and a hanging wire for an overhead lamp. Below, the faint outline of a workbench edge remains visible, but no tools or hands appear—only the lingering airborne particles hint at recent activity. The scene is quiet, still, and devoid of motion, emphasizing the contrast between the earlier intensity and this moment of spatial withdrawal.",
+          "The camera begins to crane downward, descending past the rough-hewn beam of the ceiling and re-entering the workshop space, where the lathe’s motor housing comes into view again. The metal casing of the machine is coated with a thin layer of dried resin and wood dust, and the sound of the spinning blank returns faintly. A glimpse of the black tool rest appears at the bottom of the frame, still scattered with curled shavings. As the camera lowers, the ambient lighting shifts slightly, casting deeper shadows across the worn concrete floor, signaling the return toward the original action zone.",
+          "The camera completes its descent, re-establishing the original viewpoint focused on the spinning wooden blank and the gloved hand guiding the chisel with precision. Sawdust flies outward in golden spirals as the tool shapes the tapered end, and the greenish stain on the wood glows under the overhead light. The lathe’s steady hum fills the air, and the metal tool rest supports the chisel firmly. The full context of the woodworking process is restored—the rotating form, the careful hand motion, and the accumulation of shavings on the workbench—all clearly visible once more."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00519_00332",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00519_00332.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand operates an orange toy excavator, lifting its arm and bucket to scoop sand from the ground and transfer it into a yellow toy dump truck beside it.",
+          "The camera orbits clockwise around the toy construction site, capturing the orange excavator’s arm as it lifts sand and deposits it into the yellow dump truck labeled \"Double E Heavy Industry,\" with fine granules of sand scattering across the textured ground under bright daylight.",
+          "The camera continues its clockwise orbit, now showing a distant patch of bare earth and scattered pebbles where the toys once were, with no trace of the excavator or dump truck visible, only the uneven terrain and faint shadows from overhead lighting.",
+          "The camera begins to orbit counterclockwise, gradually revealing the edge of the sandy play area, where a blue toy wheel and part of a gray plastic track emerge into view, hinting at the return toward the original scene.",
+          "The camera completes its counterclockwise arc, recentering on the orange excavator mid-scoop and the yellow dump truck now partially filled with sand, both clearly visible against the sunlit, grainy surface of the sandbox."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00464_01903",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00464_01903.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A dump truck tilts its bed upward, releasing a large load of dark soil and rocks onto the ground. The material slides out in a continuous flow as the truck's rear section elevates, creating a growing pile on the muddy construction site.",
+          "The camera cranes downward, revealing the red cab of the dump truck as its bed tilts upward, releasing a cascade of dark soil and rocks onto the muddy ground below, with tire tracks radiating across the uneven terrain.",
+          "The camera continues to crane down, shifting focus to a distant section of the site where a yellow excavator digs into a pile of earth near a waterlogged area, while a lone worker walks along a dusty path under bright midday sun.",
+          "The camera begins to crane upward, capturing the wide expanse of the construction zone with multiple dump trucks in motion and mounds of gravel stretching toward a line of low-rise buildings on the horizon.",
+          "The camera completes its ascent, re-establishing the original view of the red dump truck now stationary with its bed fully lowered, the remaining soil settled into a new pile beside it, and the surrounding churned earth clearly visible under clear skies."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00528_01131",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00528_01131.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful balls roll down a spiral wooden track, bouncing off each curved level as they descend, creating a cascading motion from top to bottom.",
+          "The camera cranes downward, revealing the wooden base of the spiral track and the colorful balls accumulating on the light-colored platform as they complete their descent, with dappled sunlight filtering through nearby leaves onto the grassy ground.",
+          "The camera continues its downward crane, now showing only the patch of green grass and scattered dry leaves beneath the structure, with the concrete pillar partially visible in the background and no trace of the spiral track or balls remaining in frame.",
+          "The camera begins to crane upward, gradually capturing the lower edge of the wooden base and the vibrant green leaf-shaped tier of the spiral track, while shadows shift across the sunlit grass below.",
+          "The camera completes its upward crane, re-establishing the full view of the colorful spiral track with the balls resting at the bottom of the wooden platform, the concrete pillar standing behind it, and bright daylight illuminating the entire scene."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00464_00063",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00464_00063.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A bulldozer's blade pushes sand and small rocks forward, creating a pile as it moves across the construction site, with visible tracks forming in the soil.",
+          "The camera tracks left across the construction site, revealing the bulldozer’s blade pushing sand and small rocks forward as it moves along the freshly graded terrain. The red frame of the machine dominates the foreground, while tire tracks crisscross the golden-brown soil. In the background, a yellow excavator rests near a modern building with large glass windows, and concrete curbs line the perimeter. A pile of gravel and scattered yellow safety markers are visible on the right, emphasizing ongoing grading work under overcast skies.",
+          "The camera continues tracking left, shifting focus entirely away from the bulldozer's action area to reveal a wide expanse of untouched earth and a distant treeline bordering the site. The red machinery frame remains in view, but the blade is no longer central. Instead, a long stretch of concrete drainage channel runs parallel to the edge, flanked by bare soil and sparse vegetation. A parked white truck appears in the far distance, and the sky remains gray and cloud-covered, indicating consistent weather conditions across the site.",
+          "The camera tracks right, gradually returning toward the center of the construction zone, bringing back into view the disturbed soil and the path of the bulldozer’s earlier movement. The black blade now reappears at the bottom of the frame, partially filled with compacted sand and small stones. To the left, the yellow excavator sits idle near the building’s entrance, and a section of white concrete curb curves into the scene. The ground shows fresh ruts and mounded dirt, evidence of recent grading activity.",
+          "The camera completes its return movement, re-establishing the original viewpoint directly facing the bulldozer’s blade as it pushes a growing mound of sand and rocks forward. The red frame and black blade dominate the foreground, with the soil forming distinct ridges behind the machine. The yellow excavator remains visible on the left, and the curved concrete curbs frame the edges of the site. A small pile of gravel and scattered debris lie ahead, while the overcast sky casts even lighting across the active construction area."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00528_02524",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00528_02524.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A child kneels on the floor and interacts with a yellow spinning toy, pressing its red button to activate it. The toy spins rapidly, wobbling upright on the wooden surface as it rotates.",
+          "The camera pans right, revealing a wooden floor illuminated by soft indoor lighting as the yellow spinning toy wobbles upright near a child’s knees clad in dark purple pants. The red button on the toy's surface glows faintly, and translucent beads inside swirl with motion, while the child’s hand rests gently beside it.",
+          "The camera continues panning right, shifting focus to an empty stretch of polished hardwood flooring where only the edge of a dark curtain and a blurred orange-and-white striped object remain visible—no trace of the toy or child remains in frame.",
+          "The camera pans left, sweeping across the quiet room’s neutral-toned floor, catching the subtle reflection of overhead lights on the smooth surface, until the edge of a navy-blue sleeve reappears near the corner of the frame.",
+          "The camera completes its leftward pan, re-centering on the original scene where the yellow spinning toy now lies still on the wooden floor, its red button dimmed, beside the child’s kneeling form in dark clothing, hands resting calmly."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00557_00097",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00557_00097.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A red circular saw blade rapidly spins and cuts through a light-colored wooden plank, generating fine sawdust as it moves downward in a controlled motion on a miter saw.",
+          "The camera arcs counterclockwise, revealing the yellow and gray DEWALT miter saw mounted on a concrete surface with scattered wood shavings around its base, as the red circular blade spins rapidly through a light-colored wooden plank under bright daylight.",
+          "The camera continues its counterclockwise arc, shifting focus to a patch of green grass beside a weathered wooden fence, where sunlight dapples through leaves and a distant black pickup truck rests in soft shadow, completely removing the saw and wood from view.",
+          "The camera begins a clockwise arc, sweeping past the edge of the miter saw’s metal base and catching glimpses of the operator’s blue jeans and white shirt sleeve as it moves toward the original action zone, with wood dust still clinging to the machine’s housing.",
+          "The camera completes its clockwise arc, recentering on the DEWALT miter saw as the red blade slows to a stop above the freshly cut triangular piece of pine, now resting on the saw’s yellow extension table under clear afternoon light."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00562_00102",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00562_00102.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Raindrops fall into murky water, creating ripples and splashes that spread outward, with droplets bouncing and dispersing in the dimly lit scene.",
+          "The camera arcs counterclockwise, gliding smoothly over the murky surface as raindrops continue to strike the water, sending ripples through the dimly lit expanse; the yellowish hue of the stagnant pool reflects faint ambient light, while droplets scatter in slow motion, their splashes catching the subtle glow from above.",
+          "The camera continues its counterclockwise arc, now revealing a distant shoreline lined with moss-covered rocks and tangled roots beneath a canopy of dense foliage; the original rain-streaked water is no longer visible, replaced by the quiet stillness of the forest’s edge under a soft, diffused twilight.",
+          "The camera begins a clockwise arc, sweeping across the shadowed bank where damp earth meets overgrown reeds, the air thick with mist and the faint sound of distant rain; droplets cling to blades of grass, glistening under the low light as the lens moves steadily back toward the water's edge.",
+          "The camera completes its clockwise arc, returning to the original vantage point above the murky pond, where raindrops once again fall into the rippling surface, creating delicate crown-shaped splashes that shimmer in the dim, golden illumination of the scene."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00533_00678",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00533_00678.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A spinning wooden blank rotates rapidly on a lathe while a chisel held by a gloved hand shapes its surface, shaving off thin curls of wood that fly outward.",
+          "The camera arcs clockwise, gradually shifting focus from the spinning wooden blank to the lathe’s metallic bed and the dust-covered floor beneath, where wood shavings accumulate in a scattered pattern near the base of the machine.",
+          "The camera continues its clockwise arc, now fully revealing the workshop wall with its faded paint and hanging tools, while the lathe and chisel are entirely out of frame, leaving only the edge of the workbench and a shadowed corner visible.",
+          "The camera begins to arc counterclockwise, moving back toward the central workspace, capturing the lathe’s warning label and the black handwheel as they re-enter the frame from the right side, with light reflecting off the polished metal surfaces.",
+          "The camera completes its counterclockwise arc, re-centering on the rapidly spinning wooden blank as it is shaped by the chisel held in the gloved hand, with fine wood curls flying outward and the lathe’s motor humming steadily in the background."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00563_00159",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00563_00159.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Woman dips bubble wand into solution, lifts it, and pulls it forward, creating a large, iridescent bubble that stretches and floats away, reflecting rainbow colors as it drifts through the air.",
+          "The camera pans left, following the trajectory of the iridescent bubble as it drifts away from the woman, capturing the shimmering rainbow hues reflected on its surface against the backdrop of lush green foliage.",
+          "The camera continues panning left, now showing only the dense canopy of leaves and a distant fence line, with the bubble wand and container completely out of frame, emphasizing the serene park environment beyond the original action zone.",
+          "The camera pans right, gradually revealing the edge of the white folding table and the transparent container filled with blue soapy solution, repositioning the scene toward the central activity area.",
+          "The camera completes its rightward pan, re-establishing the full view of the woman in the striped dress standing beside the table, the bubble wand poised mid-air as she prepares for another large bubble formation."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00563_00169",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00563_00169.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A player strikes the cue ball with a pool cue, causing it to collide with the racked balls, scattering them across the table in various directions.",
+          "The camera arcs clockwise, gradually revealing the blue carpeted floor surrounding the pool table as it moves away from the overhead view, shifting focus from the scattered colored balls to the edge of the green felt surface and the metallic corner pockets.",
+          "The camera continues its clockwise arc, now fully displaced beyond the original action area, showing only the empty blue floor and a portion of the adjacent wall, with no trace of the pool table or balls visible in the frame.",
+          "The camera begins an arc counterclockwise, sweeping back toward the playing area, bringing into view the dark wooden legs of the pool table and the edge of the green felt as it reorients toward the central game space.",
+          "The camera completes its counterclockwise arc, returning to the original overhead position, clearly capturing the final arrangement of the scattered billiard balls on the green felt surface, including the black eight ball near the bottom cushion and the cue ball resting near the top right corner pocket."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00589_01392",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00589_01392.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Metal tongs lift a golden-brown breaded item from bubbling hot oil, causing splashes and steam, then submerge it back into the vigorously frying oil.",
+          "The camera cranes upward, revealing the stainless steel fryer's rim and the steam rising from the bubbling golden oil as the tongs lift a breaded item, its surface glistening with hot grease.",
+          "The camera continues to crane up, now showing only the upper edge of the deep fryer and the kitchen’s overhead ventilation system, with no trace of the frying food or oil visible in the frame.",
+          "The camera begins to crane downward, gradually bringing into view the metallic sheen of the fryer’s interior and the swirling motion of the hot oil as it bubbles vigorously around submerged items.",
+          "The camera completes its descent, re-establishing the full scene of the deep fryer with the tongs submerging the golden-brown breaded piece back into the sizzling oil, steam curling upward from the surface."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00606_00626",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00606_00626.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A red polka-dotted ball rolls along a wooden track with curved grooves, transitions onto a smooth surface, and continues rolling toward a logo on a blue and white background.",
+          "The camera pans right, following the red polka-dotted ball as it rolls along the wooden track’s curved grooves, capturing the natural grain of the light oak surface and the dappled sunlight filtering through nearby foliage.",
+          "The camera continues panning right, now showing only the blue-and-white checkered border of the game board and the edge of the GOZER GAME logo, with the wooden track entirely out of frame and the ball no longer visible.",
+          "The camera pans left, revealing the smooth white surface where the ball has come to rest near the bold red and blue GOZER GAME emblem, illuminated by a bright overhead light reflecting off the glossy finish.",
+          "The camera completes its leftward pan, re-establishing the original view of the wooden track with the red polka-dotted ball stationary on the smooth surface beside the logo, framed by the green base and outdoor brick background."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00595_00224",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00595_00224.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Person wearing gloves uses a hammer to tap a small object near a floor vent, adjusting its position while kneeling on a blue mat with tools nearby.",
+          "The camera arcs clockwise, shifting focus from the worker’s gloved hands tapping a small object near the floor vent to reveal more of the surrounding bathroom space, including the exposed plumbing and stained subfloor beneath the new laminate planks.",
+          "The camera continues its clockwise arc, now capturing only the upper portion of the wall and the baseboard, with the blue kneel pad and tools completely out of frame, leaving the original action area fully displaced.",
+          "The camera begins to arc counterclockwise, gradually revealing the edge of the blue mat and the corner of the triangular ruler as it moves back toward the center of the renovation site.",
+          "The camera completes its counterclockwise arc, re-establishing the original view of the worker’s hands using the hammer near the floor vent, with the wooden plank, measuring tape, and tool kit clearly visible in the frame."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00606_01009",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00606_01009.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colored balls roll down wooden tracks, bouncing off obstacles and transitioning between elevated sections supported by Coca-Cola cans.",
+          "The camera orbits clockwise around the wooden track structure, revealing the red Coca-Cola cans supporting the elevated sections and the smooth grain of the light wood rails as a yellow ball rolls down the initial slope.",
+          "The camera continues its clockwise orbit, moving beyond the original setup to capture the textured white wall and the shadowed edge of the table, with no trace of the ball tracks or soda cans visible in the frame.",
+          "The camera begins its counterclockwise orbit, sweeping past the corner of the tabletop where the red border of the track is briefly glimpsed before shifting focus toward the base of the wooden ramp resting on a can.",
+          "The camera completes its counterclockwise arc, repositioning directly above the central junction of the wooden rails, clearly showing the blue and red balls navigating the curved path supported by the Coca-Cola cans."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00606_00994",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00606_00994.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand removes a wooden block, releasing colorful balls that roll out and scatter across the surface, while blue and black balls continue moving along a curved track.",
+          "The camera tilts down, revealing the smooth wooden track with its undulating grooves and the glossy black and blue balls rolling along the curved path, while scattered colorful spheres—green, gold, and pink—bounce across the white surface in disarray.",
+          "The camera continues tilting downward, now capturing only the edge of the white table and a glimpse of the wooden block’s corner, with no trace of the ball track or colorful spheres visible, leaving the frame dominated by empty space and soft shadows.",
+          "The camera tilts up, gradually bringing into view the top surface of the wooden structure and the faint outline of the groove's curve, as light reflects off the polished wood and the scattered remnants of motion remain just out of focus.",
+          "The camera completes its upward tilt, re-establishing the full scene with the wooden track clearly visible, the black and blue balls still in motion along the wavy channel, and the colorful spheres dispersed across the bright white surface beneath even lighting."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00620_00582",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00620_00582.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand swings an axe downward, striking a piece of wood placed on a log, causing splinters to fly as the blade splits the wood with force.",
+          "The camera tracks right, following the motion of the axe as it arcs downward, capturing the sharp edge slicing through the wood grain and sending splinters flying into the sunlit air above the weathered log surface.",
+          "The camera continues tracking right, now revealing a patch of dry grass and distant shrubs beyond the original chopping area, with only the faint shadow of the log visible at the far left edge of the frame.",
+          "The camera tracks left, gliding past the charred bark of a nearby stump and catching the dappled sunlight filtering through overhead leaves, gradually reorienting toward the central clearing.",
+          "The camera settles back to the original position, framing the split wood resting on the log, the axe held mid-swing in the hand, and the surrounding field bathed in bright daylight under a clear blue sky."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00607_02300",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00607_02300.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "An axe repeatedly strikes a log, splitting off thin wooden shavings with each forceful downward motion, creating a growing pile of splinters on the bark surface.",
+          "The camera tilts upward, revealing the forest canopy above as dappled sunlight filters through the dense tree cover, casting shifting patterns on the mossy ground where scattered logs lie in disarray.",
+          "The camera continues its upward tilt, now focusing entirely on the treetops and the overcast sky, with no trace of the log or axe visible, only the rustling leaves and distant bird calls hinting at the woodland setting below.",
+          "The camera tilts downward, gradually bringing into view the damp earth littered with pine needles and bark fragments, while the edge of a dark rubber boot reappears near the base of a felled trunk.",
+          "The camera completes its descent, settling back onto the original scene where the axe rests atop the freshly split log, wood shavings piled neatly beside it, and the rhythmic motion of chopping resumes under the soft natural light."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00626_00327",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00626_00327.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skateboarder rides down a street, loses balance, and falls backward onto the pavement, arms flailing, as the board slides away.",
+          "The camera arcs clockwise, following the skateboarder’s descent as he loses balance and tumbles backward onto the sun-baked asphalt, his arms flailing mid-air while the green-decked board slides away from his grip toward the curb.",
+          "The camera continues its clockwise arc, now capturing a wide stretch of empty street lined with dry palm fronds and a weathered chain-link fence, where the fallen skater and board are no longer in frame, replaced by the shadowed edge of a concrete sidewalk and a distant parked van under bright daylight.",
+          "The camera arcs counterclockwise, sweeping past a rusted metal gate and a faded “No Parking” sign on a cracked sidewalk, gradually bringing back into view the dusty road surface and scattered debris near the curb.",
+          "The camera completes its counterclockwise arc, re-centering on the asphalt where the skateboarder lies motionless, limbs splayed, and the green board rests nearby, framed by the same red-curbed sidewalk and sunlit palm trees as before."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00610_01067",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00610_01067.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A red toy excavator digs sand with its black bucket, moving it over a silver pipe partially buried in the sand. The arm extends and retracts repeatedly, scooping and depositing sand around the pipe.",
+          "The camera cranes downward, following the red excavator’s arm as it scoops sand near the silver pipe embedded in the granular terrain. The black bucket lifts and deposits material with precise motion, revealing ripples in the beige sand around the metallic conduit. The toy machine’s tracks leave faint impressions, and a hand steadies the cab from above, guiding its operation. Sunlight casts sharp shadows, emphasizing the texture of the sand and the glossy finish of the excavator’s body.",
+          "The camera continues craning down, shifting focus away from the excavation site to reveal a broader expanse of undisturbed sand stretching toward a distant edge of the play area. The red excavator and silver pipe are no longer visible, replaced by smooth, wind-swept dunes and scattered pebbles under consistent daylight. A faint line of footprints marks the boundary of prior activity, but the scene now emphasizes emptiness and stillness beyond the original action zone.",
+          "The camera begins craning upward, slowly ascending from the sandy surface to capture a wider view of the surrounding environment. As it rises, the horizon becomes more defined, showing a pale sky above the textured landscape. The edges of the sandbox emerge into frame, framed by soft light reflecting off the fine grains of sand. No machinery is yet visible, but the movement suggests a return toward the initial focal point.",
+          "The camera completes its upward crane, re-establishing the original action area where the red toy excavator rests beside the partially buried silver pipe. The black bucket hovers mid-air after a scoop, sand cascading from its lip onto the mound nearby. The hand remains on the cab, guiding control, while sunlight highlights the contrast between the bright red body and the golden sand. The scene returns fully to the excavation task, capturing both the machine and its immediate surroundings in clear detail."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00642_00587",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00642_00587.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful marbles roll down a wooden spiral track, bouncing between steps and moving smoothly along the curved path.",
+          "The camera arcs counterclockwise, smoothly sweeping past the wooden spiral track’s polished grain and rounded steps, capturing the vibrant marbles as they tumble down the curved path with a gentle bounce between each level.",
+          "The camera continues its counterclockwise arc, moving beyond the track’s structure into an empty expanse of white wall and floor, where only the soft shadow of the wooden frame remains visible in the corner of the frame.",
+          "The camera begins a clockwise arc, gliding back through the minimalist space, revealing the edge of the wooden support beam and the faint reflection of light on the smooth surface beneath the track.",
+          "The camera completes its clockwise return, recentering on the full spiral track as colorful marbles roll downward once more, their motion framed by the natural wood texture and clean white background."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00626_00478",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00626_00478.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Person uses hammer to tap metal pry bar into floor gap, pushing it deeper while holding bar steady with gloved hand, near wall base and exposed subfloor.",
+          "The camera tracks right along the edge of the dark wood flooring, revealing more of the worn blue wall and peeling baseboard as it moves, with the metal pry bar and yellow-headed hammer now positioned near the corner where the subfloor is exposed.",
+          "The camera continues tracking right past the original work area, showing only the bare concrete floor and a section of the deteriorated wall base, leaving the hammer, pry bar, and flooring gap entirely out of frame.",
+          "The camera tracks left across the textured gray flooring, passing over the edge of the cut-out panel and approaching the wall’s base, where patches of old adhesive and discoloration are visible on the subfloor.",
+          "The camera settles back into the initial position, framing the metal pry bar embedded in the floor gap, the gloved hand gripping it firmly, and the yellow-headed hammer resting nearby, with the full action scene clearly re-established."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00642_00854",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00642_00854.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful balls roll down a wooden ramp, bouncing and tumbling across multiple levels, creating a cascading motion as they descend from top to bottom.",
+          "The camera tracks right along the wooden ramp’s length, following the cascading motion of colorful balls as they tumble down each tier, their glossy surfaces reflecting the bright overhead lighting.",
+          "The camera continues tracking right past the final level of the ramp, now capturing only the red plastic supports and the white wall behind, with no trace of the rolling balls or wooden structure visible.",
+          "The camera tracks left across the smooth white floor, passing the edge of the red frame and revealing a glimpse of the adjacent empty space beside the play structure.",
+          "The camera tracks left until it re-frames the full wooden ramp, where the last few balls are still rolling down the lower tiers, bouncing off the polished wood under consistent indoor lighting."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00642_01299",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00642_01299.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful translucent balls roll down parallel wooden tracks, bouncing and shifting positions as they move toward curved exits at the end of the ramp.",
+          "The camera orbits clockwise around the wooden track, revealing the smooth grain of the light pine planks and the vibrant reflections on the translucent red and yellow balls as they roll down the parallel grooves.",
+          "The camera continues its clockwise orbit, now capturing only the curved exit ramp and the white wall behind it, with the colorful balls no longer in frame and the original action area fully displaced from view.",
+          "The camera begins a counterclockwise orbit, gliding past the edge of the wooden structure where faint shadows fall across the polished surface, gradually bringing the curved track back into alignment.",
+          "The camera completes its counterclockwise return, re-establishing the full view of the parallel wooden tracks with the green and orange balls rolling toward the exit, their glossy surfaces catching the soft overhead light."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00642_01963",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00642_01963.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful balls are released one by one into a wooden track, rolling down parallel grooves at varying speeds, creating a cascading motion as they travel toward the bottom.",
+          "The camera tracks left along the wooden track, following the red ball as it rolls down the top groove, its polished surface catching the bright overhead light, while the parallel grooves reveal the smooth grain of the light-colored wood and the dark-stained supports at the edges.",
+          "The camera continues tracking left past the end of the structure, now showing only a plain white wall and the edge of a blue tape mark on the floor, with no trace of the balls or track visible, leaving the scene empty and minimalistic under even lighting.",
+          "The camera tracks right across the blank wall, gradually revealing the corner of the wooden frame and the faint shadow cast by the structure, hinting at the return toward the original setup with consistent ambient illumination.",
+          "The camera completes its rightward movement, repositioning to capture the full wooden track again, where the colorful balls—red, yellow, and blue—are now settled in their final positions within the grooves, the natural wood texture and metallic screw fittings clearly visible under steady lighting."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00669_00292",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00669_00292.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Car tire rolls forward, crushing colorful gel beads in paper cups, causing them to burst and scatter across the asphalt surface.",
+          "The camera tilts downward, following the tire’s descent as it crushes the first paper cup filled with bright green gel beads, scattering them across the rough asphalt speckled with tiny stones.",
+          "The camera continues its downward tilt, now focusing on the wet, multicolored residue of burst beads spreading across the pavement, with the crushed cups and tire completely out of frame, leaving only a trail of vibrant liquid droplets glistening under daylight.",
+          "The camera begins to tilt upward, revealing the edge of the car tire rolling away from the scene, while the scattered gel beads shimmer in the sunlight against the gray asphalt.",
+          "The camera completes its upward tilt, re-centering on the original action area where the flattened paper cups lie amidst a rainbow splash of gel beads, the tire now paused just beyond the remnants of the colorful mess."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00670_01404",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00670_01404.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Man swings sword at purple foam figure, striking it forcefully, causing limbs to detach and fly outward as he follows through with motion.",
+          "The camera cranes down, revealing the grassy field beneath the man’s feet as he swings the sword toward the purple foam figure, its limbs beginning to detach with each impact.",
+          "The camera continues craning down, now focusing on the dappled sunlight filtering through the trees and illuminating patches of wildflowers in the foreground, while the man and foam figure are no longer visible.",
+          "The camera cranes up, ascending past the dense green canopy of the forest, capturing the shifting light patterns on the treetops above the clearing.",
+          "The camera completes its upward crane and returns to a level vantage point, showing the man standing over the dismembered purple foam figure, sword in hand, with scattered limbs lying across the sunlit grass."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00655_00572",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00655_00572.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A large mechanical structure descends vertically into a desert landscape, its base making contact with the ground and kicking up dust as it stabilizes, revealing intricate metallic components and a suspended figure.",
+          "The camera pans left, revealing the rusted metallic lattice of the descending structure as it casts long shadows across the sun-baked desert floor, its intricate framework glinting under the harsh golden light.",
+          "The camera continues panning left, now showing only the endless dunes and scattered shrubs under a hazy sky, with no trace of the mechanical apparatus or the dusty impact zone visible in the frame.",
+          "The camera pans right, sweeping over the arid terrain dotted with dark patches of dry vegetation, gradually bringing back into view the towering base of the mechanical structure anchored in the sand.",
+          "The camera completes its rightward pan, recentering on the stabilized mechanical tower with its suspended figure swaying gently, the dust settling around its base beneath the relentless desert sun."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00671_00789",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00671_00789.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Gloved hands press and squeeze crumbly brown mixture in a glass bowl, breaking it apart and lifting portions to reveal its texture, with small particles scattering slightly on the blue surface.",
+          "The camera pans left, revealing the edge of the glass bowl and the blue surface beneath as gloved hands continue to press and break apart the crumbly brown mixture, with fine particles scattering slightly toward the frame’s left side.",
+          "The camera continues panning left, shifting focus entirely away from the bowl to show only the textured blue work surface, where a few stray crumbs remain near the edge of the frame, now isolated from any hands or mixing action.",
+          "The camera pans right, gradually bringing back the corner of the glass bowl into view while capturing the faint outline of the crumbly mixture and the lingering dust on the blue surface as it moves toward re-centering.",
+          "The camera completes its pan right, re-establishing the full view of the glass bowl filled with the crumbly brown mixture, now slightly disturbed, with gloved hands poised above it, ready to resume manipulation."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00685_00148",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00685_00148.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand pours a cloudy liquid from one glass jar into another, while a red sponge is held above the jar with tongs. The liquid flows steadily into the second jar.",
+          "The camera tilts down, revealing the countertop beneath the glass jar as the cloudy liquid flows steadily into the second container, with the red sponge still suspended above the first jar by tongs and a lemon partially visible in the foreground.",
+          "The camera continues its downward tilt, now focusing on the wooden surface and the base of the jars, where the labels are no longer visible and the action of pouring is completely out of frame, leaving only the blurred edges of kitchen appliances in the background.",
+          "The camera tilts up, gradually bringing the upper portion of the glass jar back into view, with the yellow label catching light and the red sponge reappearing at the rim held by metallic tongs against a soft kitchen backdrop.",
+          "The camera completes its upward tilt, re-establishing the original scene with the hand holding the jar, the cloudy liquid mid-pour, and the red sponge hovering above the opening, all clearly framed under warm overhead lighting."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00676_00096",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00676_00096.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A toy motorcycle with a rider accelerates down an orange slide, its wheels spinning rapidly as it descends the curved surface, navigating the slope with momentum and speed.",
+          "The camera tilts down smoothly, following the toy motorcycle as it accelerates along the curved orange slide, capturing the spinning wheels and rider’s black-and-orange suit against the bright plastic surface.",
+          "The camera continues its downward tilt, shifting focus to the blue stairwell railing and beige wall beside the slide, leaving the motorcycle and slide entirely out of frame, now showing only the empty hallway floor and distant windows.",
+          "The camera begins to tilt upward, revealing the upper section of the staircase and the white handrail, with light streaming through the window above, gradually reorienting toward the slide’s origin point.",
+          "The camera completes its upward tilt, re-establishing the full view of the orange slide and the toy motorcycle at the top, ready to descend again, with the rider's \"02\" jersey clearly visible under the natural daylight from the adjacent window."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00703_00193",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00703_00193.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person in a red shirt juggles three white balls on dry grass below, viewed from above as they toss and catch the balls in rhythmic motion, while another individual stands nearby observing.",
+          "The camera tilts downward, revealing the white railing of the elevated walkway and the dry, brown grass below where a person in a red shirt juggles three white balls. Sunlight casts sharp shadows across the concrete path beside the lawn, and a dark sedan is parked near the edge of the plaza. The modern, curved architecture of the building looms in the background under a clear blue sky.",
+          "The camera continues its downward tilt, now focusing entirely on the paved sidewalk and adjacent drainage grates, with the juggling figure no longer visible. A lone observer stands motionless near the curb, their shadow stretching long in the bright sunlight. The smooth gray concrete dominates the frame, marked by faint chalk arrows and text, while the white railing curves out of view at the top edge.",
+          "The camera begins to tilt upward, shifting from the ground-level pavement back toward the elevated walkway, capturing the clean lines of the white handrails and the angular geometry of the surrounding structure. The sunlit plaza reappears, and the distant water glints under the sky as the camera ascends through the open space.",
+          "The camera completes its upward tilt, re-establishing the original vantage point overlooking the dry grass where the person in the red shirt continues juggling three white balls. The black sedan remains parked nearby, and the modern white building with its sweeping curves stands prominently against the blue sky, fully framing the scene once again."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00695_00925",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00695_00925.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful balls roll down a wooden track beneath a yellow funnel, bouncing and scattering across the ground as they exit the final curve.",
+          "The camera arcs clockwise, lifting slightly to reveal the textured concrete surface scattered with bright green and yellow balls, while the wooden track beneath the yellow funnel remains centered in the frame.",
+          "The camera continues its clockwise arc, moving beyond the edge of the wooden structure and focusing on a patch of dry leaves and twigs near a tree trunk, where no part of the ball track or funnel is visible.",
+          "The camera arcs counterclockwise, gliding smoothly past the base of the tree and catching glimpses of fallen foliage and a distant white building before beginning to reframe the scene.",
+          "The camera completes its counterclockwise arc, settling back onto the original view of the yellow funnel and wooden track, where colorful balls are now rolling down the final curve and bouncing across the ground."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00742_00223",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00742_00223.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A green ball rolls down a yellow spiral track and enters a pink curved ramp, bouncing slightly before continuing along the path.",
+          "The camera cranes upward, revealing the bright yellow spiral track curving above the pink ramp as the green ball descends into view, its glossy surface catching the warm indoor lighting.",
+          "The camera continues craning up, shifting focus to the ceiling where a white vent and wooden beam are now visible, the colorful toy structure entirely out of frame beneath.",
+          "The camera cranes downward, gliding past a blurred edge of a blue baseplate and the polished hardwood floor, bringing back the lower section of the playset into soft focus.",
+          "The camera settles fully down, re-centering on the pink curved ramp with the green ball resting at its end, the yellow spiral track looping overhead in sharp detail under consistent room lighting."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00764_02393",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00764_02393.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Water splashes into a container with a mesh net, creating ripples and bubbles as it mixes with the contents. Wooden sticks rest on the surface of wriggling eels in shallow water.",
+          "The camera cranes downward, revealing the murky surface of the water as it splashes into the yellow mesh net, sending ripples across the dark liquid and scattering bubbles around the edges of the container.",
+          "The camera continues its descent, now focusing on a dimly lit concrete floor beneath the container, where scattered droplets glisten under overhead lighting, and the wooden sticks rest motionless near a drainage grate—no trace of the eels or splashing remains in view.",
+          "The camera begins to crane upward, passing over the edge of the container’s rim, capturing the textured yellow mesh and the faint reflections of artificial light shimmering on the wet surface above the waterline.",
+          "The camera completes its upward movement, repositioning directly above the shallow water where countless wriggling eels twist beneath the surface, wooden sticks resting diagonally across the frame, and the splash from earlier still echoing in the disturbed water."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00742_01016",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00742_01016.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful balls roll down a wooden and plastic track, bouncing off red, yellow, and blue blocks, then descending a green wavy slide supported by blue and orange blocks.",
+          "The camera pans leftward along the track’s edge, capturing the vibrant green wavy slide as it curves over blue and orange support blocks, with colorful balls tumbling down the wooden ramp and bouncing off red, yellow, and blue half-cylinder obstacles.",
+          "The camera continues panning left beyond the structure, revealing only a plain white wall and the top edge of a blue block, leaving the entire ball track and action area completely out of frame.",
+          "The camera reverses direction, gliding rightward across the same wall surface, gradually uncovering the corner where the wooden track meets the purple side rails and the bright yellow semicircular bumper.",
+          "The camera completes its return, settling back to the original viewpoint showing the full ball track, including the green wavy slide, blue supports, and the colorful balls rolling through the curved wooden path."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00742_01453",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00742_01453.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful balls roll along a wooden track, descending through a green tree-shaped structure and spiraling down yellow ramps, with multiple balls moving simultaneously in a continuous motion.",
+          "The camera arcs counterclockwise, revealing the vibrant green tree-shaped structure and the wooden track above it as colorful balls roll along the elevated path. The smooth motion captures the bright orange supports and blue block pillars anchoring the setup, while the yellow spiral ramp below begins to come into view, emphasizing the dynamic flow of motion.",
+          "The camera continues its counterclockwise arc, moving fully away from the original scene so that the wooden track and ball pathway are no longer visible. Instead, the frame now shows a plain white surface with scattered blue building blocks in the distance, and a portion of a red-orange support piece near the edge, indicating the transition beyond the primary action zone.",
+          "The camera begins to arc clockwise, gradually shifting focus back toward the central play area, passing over a section of the white tabletop where a few loose blue blocks lie. A sliver of the yellow spiral ramp reappears at the bottom right, hinting at the return to the main structure.",
+          "The camera completes its clockwise arc, re-establishing the full view of the wooden ball track with its green tree-shaped feature and yellow spiral ramps. Colorful balls continue their descent through the structure, supported by blue and orange blocks, under consistent bright lighting that highlights every detail of the playful setup."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00785_00984",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00785_00984.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blacksmith's hammer strikes a glowing orange-hot metal piece on an anvil, sending small sparks flying as the metal deforms under repeated blows.",
+          "The camera tilts down, revealing the dark, soot-streaked surface of the anvil beneath the glowing metal, with faint embers drifting upward from the heated iron as the hammer continues its rhythmic strikes.",
+          "The camera continues tilting downward, now capturing only the rough stone floor of the forge, scattered with cold ash and discarded metal shavings, while the bright glow of the fire in the background fades into a distant blur.",
+          "The camera tilts up, slowly repositioning to reveal the edge of the anvil again, where sparks still linger in the air and the dim outline of the blacksmith’s hand grips the hammer handle.",
+          "The camera completes its upward tilt, centering once more on the glowing orange-hot metal resting on the anvil, the hammer poised mid-air above it, ready for another strike as flames flicker in the background."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00769_00680",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00769_00680.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Waves crash against jagged rocks, creating white foam that spreads across the dark green water, with continuous splashes and churning motion along the shoreline.",
+          "The camera cranes upward, revealing the jagged edges of dark basalt rocks meeting the churning emerald-green sea below, where white foam spirals in chaotic patterns as waves relentlessly crash against the shoreline.",
+          "The camera continues its ascent, now capturing a vast expanse of open ocean with distant cloud shadows drifting over the water’s surface, while the rocky coast vanishes beneath the frame, leaving only the endless motion of swells and wind-swept spray.",
+          "The camera begins to descend, gliding smoothly downward toward the turbulent interface between deep green waters and the sunlit, fractured cliffs, where the rhythm of crashing waves grows audible in the visual return.",
+          "The camera settles back into the original overhead position, framing the same jagged rocks and frothing surf as waves continue to break with force, sending plumes of white foam across the dark, swirling water."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00786_00033",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00786_00033.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Cue strikes white ball, sending it rolling toward orange ball near pocket; balls collide, white ball rebounds slightly, orange ball remains near pocket edge.",
+          "The camera pans left, following the cue stick’s motion as it strikes the white ball near the edge of the pocket, with the textured gray felt and dark corner rail sharply defined in the frame.",
+          "The camera continues panning left, revealing a section of the pool table’s side wall and the blurred outline of a red-and-white scorecard taped to the frame, while the original action area is now entirely out of view.",
+          "The camera pans right, gliding past the shadowed edge of the table rail and catching the faint reflection of overhead lighting on the smooth surface of the felt.",
+          "The camera completes its rightward pan, re-centering on the pocket where the white ball has rebounded slightly and the orange ball remains perched at the edge, both clearly visible against the darkened background."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00786_00469",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00786_00469.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Player in red shirt lunges forward to return a fast-paced shot, then quickly retreats as opponent in black shirt advances and strikes the ball with a powerful forehand, causing both players to shift rapidly across the table.",
+          "The camera tracks right, following the player in red as he lunges forward to return a fast-paced shot, capturing the blur of his motion against the vibrant red floor and the blue JOOLA table with its crisp white lines.",
+          "The camera continues tracking right, now showing only the empty side of the court near the blue TMS International banner, where the edge of the table is barely visible and the players have fully exited the frame.",
+          "The camera tracks left, re-entering the scene from the opposite side, revealing the black-shirted player mid-forehand swing with the ball suspended in air above the net and the red mat stretching beneath him.",
+          "The camera settles back into the original position, framing both players again as the red-shirted player retreats and the black-shirted player follows through on his powerful stroke, with the full table and surrounding branding clearly visible."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00787_00142",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00787_00142.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Person in black leggings and orange cleats dribbles a white soccer ball on grass, using alternating feet to push the ball forward while maintaining close control.",
+          "The camera cranes downward, following the motion of the soccer ball rolling across the vibrant green grass as the player’s orange cleats tap it rhythmically. The close-up reveals the texture of the worn white ball and the crisp lines of the black leggings with a neon green stripe along the side. Sunlight filters through scattered clouds, casting soft shadows that shift with each foot movement.",
+          "The camera continues its descent, now fully focused on the dew-kissed blades of grass where the ball once rolled, leaving only faint imprints in the soil. A distant tree line and the edge of a wooden fence appear at the horizon, with no trace of the player or ball remaining. The lighting remains consistent, but the scene has shifted entirely to an empty expanse of field under overcast skies.",
+          "The camera begins to crane upward, rising steadily from the ground-level view of the damp grass toward the open sky. As it ascends, the blurred outlines of the field’s perimeter come into focus—yellow boundary markers and a weathered goalpost frame the edges. The light brightens slightly, revealing patches of sunlight breaking through the cloud cover above.",
+          "The camera completes its upward motion and stabilizes at a mid-height angle, re-establishing the original action area with the player in black leggings and orange cleats dribbling the white soccer ball across the grassy field. The ball rolls smoothly beneath their feet, and the surrounding environment—green turf, distant trees, and soft daylight—is clearly visible once again."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00816_01530",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00816_01530.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Hands adjust wooden track pieces, connecting a curved ramp section to support blocks on a white surface.",
+          "The camera cranes upward, revealing more of the white tabletop and the textured beige wall above, as hands adjust a wooden track piece with grooved curves, connecting it to support blocks beneath.",
+          "The camera continues its upward crane, now showing only the upper portion of the wall and a sliver of the table's edge, with the wooden track and hands entirely out of frame, leaving a blank expanse of wall and surface.",
+          "The camera begins descending slowly, gliding downward past the pale wall and catching glimpses of the table’s corner and the light wood grain near the edge, preparing to reframe the scene.",
+          "The camera completes its descent, returning to the original height and angle, now clearly capturing the fully assembled wooden track with hands securing the curved ramp section atop support blocks on the white surface."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00726_00866",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00726_00866.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A roller coaster train ascends a curved track, tilting upward as it approaches the peak of a loop, with riders visible in white cars secured by restraints.",
+          "The camera pans left, revealing the intricate black steel framework of the roller coaster's loop as it curves upward into the sky, with the white cars of the train now ascending the track and riders leaning back in their seats. Sunlight glints off the polished metal supports, while green foliage frames the lower left edge of the shot, and the red \"Metro Rail\" sign remains visible on the station platform to the far left.",
+          "The camera continues panning left, shifting focus entirely away from the roller coaster structure and now capturing a wide expanse of lush green trees under a bright blue sky dotted with fluffy clouds. A distant lamppost with a red-topped lantern stands near a blue banner marked “IRON,” and the concrete support columns of a nearby bridge come into view, but no trace of the roller coaster or its riders remains in frame.",
+          "The camera pans right, moving steadily across the park landscape, bringing into view the curved silhouette of the roller coaster’s track again, now seen from a slightly lower angle. The white cars are visible mid-loop, tilted upward as they crest the arc, with passengers' arms raised against the backdrop of dense treetops and a pale sky. The red lettering of the ride’s name is partially visible atop the structure.",
+          "The camera completes its pan right, re-establishing the original scene with the full spiral loop of the roller coaster centered in frame, the white train now nearing the top of the curve with riders secured by black restraints. The surrounding greenery, concrete supports, and red \"Metro Rail\" signage are all clearly visible once more, anchoring the action within the familiar amusement park environment."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00800_00743",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00800_00743.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person uses an orange leaf blower to blow dry leaves off white steps with green treads, moving the blower back and forth across each step.",
+          "The camera pans right, revealing more of the white-painted staircase with green treads as the orange leaf blower sweeps across the lower steps, sending dry brown leaves skittering into the sunlight. The person’s gloved hand grips the blower firmly, their dark jacket contrasting against the bright autumn light reflecting off the clean surface of the steps. A coiled green power cord snakes upward along the stairs, anchored near a white planter at the top landing.",
+          "The camera continues panning right, moving beyond the staircase to show a patch of grass and a section of lattice fencing under dappled shade, where the leaf blower and its operator are now completely out of frame. Sunlight filters through bare tree branches, casting long shadows on the ground, while fallen leaves scatter across the lawn. The scene is quiet, devoid of mechanical hum or human presence, focusing instead on the stillness of the yard's edge.",
+          "The camera pans left, gliding past the lattice fence and returning toward the house, capturing the sunlit corner of the porch where the green hose lies coiled near the base of the steps. A few stray leaves drift in the breeze, and the white railing begins to reappear in the periphery, signaling the approach back to the original action area.",
+          "The camera completes its pan left, re-establishing the full view of the white staircase with green treads, now mostly cleared of leaves except for scattered patches. The orange leaf blower rests on the third step, its nozzle pointed downward, while the operator stands nearby, adjusting the cord. Bright sunlight illuminates the cleaned steps, highlighting the contrast between the tidy surface and the remaining debris at the bottom."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00820_00450",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00820_00450.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black race car with \"VIAGRA\" branding speeds along a curved track, navigating a turn while maintaining high velocity, its tires gripping the asphalt as it leans into the bend.",
+          "The camera tracks left along the outer edge of the racetrack, following the black race car as it leans into the turn with its tires gripping the asphalt; the yellow safety barriers and red-and-white curbing come into sharp focus beneath a bright midday sun.",
+          "The camera continues tracking left past the final curve, now showing only the empty stretch of gray pavement and the metal fencing beyond, with no trace of the race car visible—only distant grandstands and a lone track worker in high-visibility gear near the pit lane entrance remain in frame.",
+          "The camera begins tracking right across the infield, passing over the concrete apron and chain-link fence, capturing the shadowed underside of the elevated bridge structure and the blurred motion of a maintenance vehicle below.",
+          "The camera completes its return movement, tracking right to reframe the curved section of the track where the black \"VIAGRA\" race car reappears, speeding through the bend with its rear spoiler flaring in the wind, the white line on the asphalt glowing under direct sunlight."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00817_01487",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00817_01487.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A fishing line with a white disc lure is pulled through clear, shallow water over a rocky, algae-covered riverbed, creating ripples and disturbances as it moves.",
+          "The camera tilts upward, revealing the sunlit surface of the water where ripples distort the reflection of surrounding foliage, while the white disc lure glints briefly before disappearing beneath the shimmering green layer.",
+          "The camera continues its upward tilt, now capturing only the dappled canopy above and the bright sky through the trees, with the riverbed and fishing line entirely out of frame, replaced by a mosaic of sunlight and leaf shadows.",
+          "The camera begins to tilt downward, descending past the dense tree branches into the dimmer underlayer of the forest, where glimpses of moss-covered rocks and trickling water hint at the return to the aquatic scene below.",
+          "The camera completes its downward tilt, re-establishing the clear, shallow riverbed beneath the surface, where the white disc lure rests gently on the algae-dotted stones, still tethered to the fishing line and surrounded by swirling ripples."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00836_00096",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00836_00096.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Car tire rolls forward, crushing colorful balls one by one, flattening them under pressure as it moves across the concrete surface.",
+          "The camera arcs clockwise, gradually shifting focus from the tire's tread pattern to the cracked concrete surface beneath, where fragments of flattened pink and green balls lie scattered near the wheel’s edge.",
+          "The camera continues its clockwise arc, now capturing only the expanse of weathered pavement and a distant white wall, with no trace of the car or crushed toys remaining in frame.",
+          "The camera begins an arcing counterclockwise motion, sweeping past the gray concrete floor and revealing a glimpse of the vehicle’s undercarriage before slowly reorienting toward the original scene.",
+          "The camera completes its counterclockwise arc, settling back on the tire resting atop the remnants of the colorful balls, with the flattened pink and green pieces clearly visible against the stained concrete."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00820_02717",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00820_02717.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Race cars navigate a sweeping right-hand turn on an asphalt track, closely following each other with visible tire marks and blue-and-yellow curbs along the edge.",
+          "The camera tracks left along the outer edge of the track, following the sweeping curve as the race cars navigate the right-hand turn with tires gripping the asphalt; blue-and-yellow curbs line the edge, and tire marks streak across the surface under bright sunlight.",
+          "The camera continues tracking left, moving beyond the final bend into a wide grassy embankment where only the distant guardrails and a red advertising banner remain visible, the racing action now entirely out of frame.",
+          "The camera begins tracking right, gliding over the dry, sunlit infield toward the track’s inner apron, passing a stack of black tire barriers and a partially shaded section of asphalt near the pit lane entrance.",
+          "The camera completes its return motion, re-establishing the original viewpoint overlooking the sweeping right-hand turn where the race cars reappear in formation, their rear spoilers slicing through the air as they follow the curving asphalt lined with blue-and-yellow curbs."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00873_01419",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00873_01419.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Hands rub together, releasing a cloud of fine golden dust into the air, particles swirling upward in slow motion against a blurred earthy background.",
+          "The camera tilts upward, following the golden dust particles as they rise into the warm sunlight, revealing a faint shimmer against the dry, cracked earth below.",
+          "The camera continues its upward tilt, now framing only the hazy sky and distant horizon where the dust has fully dispersed, leaving no trace of the hands or ground beneath.",
+          "The camera begins to tilt downward, capturing the soft glow of late afternoon light filtering through drifting dust motes above a barren field.",
+          "The camera completes its descent, repositioning to show the hands once again cupped together, dust swirling between them against the blurred earthy terrain."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00820_02171",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00820_02171.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A rally car speeds around a curved asphalt road, its rear tires kicking up dust as it navigates the turn with precision, showcasing dynamic motion and high-speed handling.",
+          "The camera orbits clockwise, smoothly tracking the rally car as it powers through the sweeping curve of the asphalt road, its rear tires sending up a plume of dust that catches the golden afternoon light. The rugged terrain surrounding the track—dry grasses, scattered shrubs, and distant trees—frames the dynamic motion of the Ford Fiesta WRC with Red Bull livery, emphasizing the contrast between the engineered precision of the vehicle and the untamed landscape.",
+          "The camera continues its clockwise orbit, now fully displaced from the original action area, revealing a wide expanse of sun-baked fields and low hills where the road vanishes into the horizon. A lone red-berried bush stands in sharp relief against the muted earth tones, and the absence of any vehicle highlights the serene stillness of the rural setting, untouched by the earlier high-speed drama.",
+          "The camera begins to orbit counterclockwise, gradually shifting focus back toward the winding road, capturing the edge of the asphalt as it curves gently through the dry meadow under soft sunlight. The white lane markings reappear in the frame, leading the eye toward the approaching bend where the natural contours of the land meet the engineered path.",
+          "The camera completes its counterclockwise orbit, re-establishing the original viewpoint with the rally car now visible again as it enters the curve at speed, its rear spoiler flaring in the breeze and kicking up dust along the roadside verge. The familiar scene—the curved road, the green-and-brown scrubland, and the distant treeline—is restored, framing the car’s powerful motion once more."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00863_00430",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00863_00430.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Yellow star-patterned marbles roll down a curved wooden ramp and scatter across a white surface, colliding with other marbles in a dynamic cascade of motion.",
+          "The camera tracks right, following the trajectory of a yellow star-patterned marble as it rolls down the curved wooden ramp and joins the cluster on the white surface, where reflections shimmer under bright lighting.",
+          "The camera continues tracking right, moving beyond the wooden structure and revealing only the edge of the white surface and a row of light wood blocks, with no marbles or ramp visible in the frame.",
+          "The camera tracks left, passing over the smooth grain of the wooden ramp’s side and briefly capturing the corner where the ramp meets the base, now illuminated by soft overhead light.",
+          "The camera completes its return track to the left, repositioning over the original action area where yellow star-patterned marbles continue to scatter across the white surface, colliding dynamically beneath consistent lighting."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00910_00102",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00910_00102.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A scooter rider approaches a ramp, attempts a trick mid-air, loses balance, and falls forward onto the ramp surface, sliding down while the scooter tumbles beside him.",
+          "The camera orbits clockwise around the ramp, capturing the scooter rider’s approach and mid-air attempt as the brown surface of the Skatelite ramp curves sharply beneath him, with the waterway and distant buildings reflecting under overcast skies.",
+          "The camera continues its clockwise orbit, moving beyond the edge of the ramp to reveal the adjacent dock area where a green cooler sits beside a white railing, while the original action zone disappears from view, replaced by the calm water and a passing boat.",
+          "The camera begins its counterclockwise orbit, sweeping past the metal railings and sponsor banners displaying \"James Henley\" and \"R&W,\" now showing the opposite side of the ramp structure with the sky’s muted clouds stretching above.",
+          "The camera completes its counterclockwise arc, repositioning to show the full ramp again, including the fallen rider lying motionless on the smooth brown surface with his scooter nearby, the water and distant skyline framing the scene once more."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00910_00383",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00910_00383.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A man runs toward a concrete ledge, leaps onto it, balances briefly, then jumps off while extending his arms and legs dynamically, landing smoothly on the ground in a controlled motion.",
+          "The camera tilts upward, following the man’s leap onto the concrete ledge, capturing the expanse of the overcast sky and power lines above as he extends his arms mid-air.",
+          "The camera continues its upward tilt, now framing only the pale sky and distant treetops beyond the park fence, with the skatepark entirely displaced from view.",
+          "The camera tilts downward, revealing the sloped edge of the concrete structure and the wet pavement below, where the man lands with controlled momentum.",
+          "The camera completes its downward tilt, re-establishing the full skatepark scene with the man standing on the ground, the metal fence, and scattered park-goers visible in the background."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00910_00856",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00910_00856.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skateboarder rides along a ledge, crouches low, then pops the board upward to launch off the edge, extending arms for balance as they descend toward a lower level.",
+          "The camera pans left, following the skateboarder as they ride along the concrete ledge beside the beige wall with horizontal vents and a \"No Skateboarding\" sign, capturing the moment they crouch low before launching off the edge.",
+          "The camera continues panning left, now showing only the yellow dumpster marked \"ULTRA 109\" and the metal railing of the lower level, with no trace of the original ledge or skater in frame.",
+          "The camera pans right, gliding past the dumpster’s rusted edges and the cracked asphalt parking lot, revealing the base of the ramp where the skater lands, their board’s pink wheels visible against the dark pavement.",
+          "The camera completes its pan right, repositioning to show the full view of the ledge, the warning sign, and the skater riding smoothly away from the drop-off point, the scene restored to its initial spatial context."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168",
+    "video_path": "videos/mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a group of students in school uniforms performing on stage. The students, all wearing white collared shirts, dark blue vests with white buttons, and red and white striped ties, are playing black and silver clarinet instruments. The camera initially focuses on a close-up of several students, capturing their facial expressions and the details of their instruments as they play. As the video progresses, the camera zooms out to reveal the full stage, where the entire band is arranged in formation under colorful stage lighting. A large screen in the background displays Japanese text and cartoonish illustrations, adding to the vibrant atmosphere of the performance. The audience is visible in the foreground, seated and watching the performance attentively."
+        ],
+        "level_2": [
+          "The video begins with a close-up shot of students in school uniforms playing clarinets. The students have long dark hair and are dressed in white collared shirts, dark blue vests with white buttons, and red and white striped ties. The camera focuses on their hands and faces as they skillfully play their black and silver clarinet instruments. As the scene transitions, the camera slowly zooms out, revealing more of the stage and additional students joining in the performance. The full band is now visible, arranged in a semi-circle formation, with the conductor standing at the center. The background features a large screen displaying colorful Japanese text and cartoonish designs, enhancing the lively ambiance of the event.",
+          "Continuing from the previous scene, the camera maintains its focus on the students playing clarinets, capturing their synchronized movements and concentration. The students' uniforms and instruments remain consistent, with the dark blue vests and red ties clearly visible. The camera then pans slightly to the right, showing more students joining the performance, each holding their clarinets with precision. The stage is brightly lit, and the colorful backdrop with Japanese text and illustrations adds a festive touch to the setting. The audience is partially visible, seated in rows, watching the performance unfold.",
+          "Finally, the camera zooms out further to provide a wide shot of the entire stage. The students are now seen in their full formation, with the clarinet players in the front row and other band members behind them, including those playing brass instruments. The conductor stands at the center, leading the ensemble with confident gestures. The large screen in the background displays the event's title in Japanese, surrounded by playful cartoon characters and bright colors. The audience fills the theater, creating a lively and engaging atmosphere. The video concludes with a sweeping view of the stage, emphasizing the unity and coordination of the student performers."
+        ],
+        "level_3": [
+          "The video opens with a close-up of students in school uniforms, focusing on their upper bodies as they play clarinets. The students have long dark hair and are dressed in white collared shirts, dark blue vests with white buttons, and red and white striped ties. Their hands move rhythmically over the black and silver clarinet instruments, and their facial expressions convey concentration and enjoyment. The camera captures the intricate details of their uniforms and the gleam of their instruments under the stage lights.",
+          "As the scene progresses, the camera slowly pans to the right, revealing more students joining the performance. Each student holds their clarinet with precision, their fingers deftly pressing the keys. The background remains consistent, with the colorful stage decorations and the large screen displaying Japanese text and illustrations. The students' synchronized movements and the harmonious sound of their instruments create a captivating visual and auditory experience.",
+          "The camera continues to pan, showing the full extent of the stage and the arrangement of the band. The students are now seen in their complete formation, with the clarinet players in the front row and other band members behind them. The conductor stands at the center, guiding the ensemble with clear and expressive gestures. The stage is brightly lit, and the colorful backdrop enhances the festive atmosphere. The audience is visible in the foreground, seated and watching the performance with interest.",
+          "The video then zooms out further, providing a wider view of the stage and the audience. The students' uniforms and instruments remain consistent, with the dark blue vests and red ties standing out against the bright stage lighting. The large screen in the background displays the event's title in Japanese, surrounded by playful cartoon characters and vibrant colors. The students' coordinated movements and the harmonious music create a sense of unity and excitement.",
+          "Finally, the camera captures a sweeping view of the entire stage, emphasizing the scale and grandeur of the performance. The students are seen in their full formation, with the clarinet players in the front row and other band members behind them. The conductor leads the ensemble with confidence, and the audience fills the theater, creating a lively and engaging atmosphere. The video concludes with a final shot of the stage, highlighting the students' dedication and the festive spirit of the event."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_openhumanvid_624afc154dfb1dd55409d8cec4cc3435f0a00bacb0dfd05fe151dac12b936f66",
+    "video_path": "videos/mem_openhumanvid_624afc154dfb1dd55409d8cec4cc3435f0a00bacb0dfd05fe151dac12b936f66.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In a dimly lit, traditional East Asian setting with wooden lattice windows and flickering candlelight, an elderly man and woman share an intimate moment. The man, with a long gray beard and hair tied back, wears a light-colored robe adorned with gold embroidery. The woman, with long gray braided hair, wears a dark black robe featuring intricate patterns and a headpiece with ornate golden decorations. They embrace closely, the woman resting her head on the man's shoulder as he gently holds her. The camera slowly pans around them, capturing their serene expressions and the subtle movements of their heads as they remain in this tender pose."
+        ],
+        "level_2": [
+          "The video opens with a close-up of an elderly couple in a traditional East Asian room, illuminated by soft candlelight. The man, distinguished by his long gray beard and hair tied back, wears a light-colored robe with gold embroidery. Beside him, the woman, with long gray braided hair, is dressed in a dark black robe with intricate patterns and a golden headpiece. They begin to embrace, the woman leaning into the man as he gently places his hand on her shoulder. The camera follows their movement, focusing on their faces as they close their eyes, sharing a moment of quiet connection.",
+          "As the scene continues, the couple remains locked in their embrace. The man's expression is calm and composed, while the woman appears to be in a state of peaceful contentment, her head resting against his shoulder. The background remains consistent, with wooden lattice windows allowing faint light to filter through, and the flickering candles casting a warm glow. The camera subtly shifts, maintaining focus on their faces and the gentle sway of their bodies as they stand together.",
+          "In the final part of the sequence, the man slightly turns his head, his gaze soft and reflective, while the woman keeps her eyes closed, her face relaxed. The camera pulls back slightly, revealing more of their surroundings, including the ornate details of the room and the steady flame of the candles. The couple remains in their embrace, their identities and positions consistent, as the scene concludes with a lingering shot of their serene interaction."
+        ],
+        "level_3": [
+          "The video begins with a close-up shot of an elderly couple in a dimly lit, traditional East Asian room. The man, with a long gray beard and hair tied back, wears a light-colored robe with gold embroidery. The woman, with long gray braided hair, is dressed in a dark black robe with intricate patterns and a golden headpiece. They are positioned near a wooden lattice window, with flickering candlelight illuminating their faces. The man gently places his hand on the woman's shoulder as she leans into him, their expressions conveying a sense of deep connection.",
+          "Continuing from the previous scene, the couple remains in their embrace. The woman rests her head on the man's shoulder, her eyes closed in a state of peaceful contentment. The man's expression is calm and composed, his gaze directed slightly downward. The camera slowly pans around them, capturing the subtle movements of their heads and the gentle sway of their bodies. The background remains consistent, with the wooden lattice window and the flickering candles providing a warm, ambient light.",
+          "As the scene progresses, the man slightly turns his head, his expression softening further as he looks at the woman. The woman keeps her eyes closed, her face relaxed and serene. The camera maintains its focus on their faces, highlighting the intricate details of their clothing and the ornate decorations on the woman's headpiece. The background elements, including the wooden lattice and the candles, remain unchanged, reinforcing the intimate and timeless atmosphere of the moment.",
+          "In the next segment, the couple continues to stand close together, their embrace unwavering. The man's hand remains gently placed on the woman's shoulder, and her head stays resting on his shoulder. The camera subtly shifts, capturing the slight changes in their facial expressions and the gentle movement of their hair. The warm candlelight continues to cast a soft glow on their faces, enhancing the sense of tranquility and intimacy.",
+          "Finally, the video concludes with a lingering shot of the couple in their embrace. The man's head is slightly turned, his expression reflecting a mix of serenity and contemplation. The woman keeps her eyes closed, her face relaxed and content. The camera slowly pulls back, revealing more of the room's details, including the ornate decorations and the steady flame of the candles. The scene ends with the couple still holding each other, their identities and positions consistent throughout, leaving a lasting impression of their tender connection."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_openhumanvid_852002d435de2eb08124f2db92b982743836a02733476284f3befcc4563f1a6c",
+    "video_path": "videos/mem_openhumanvid_852002d435de2eb08124f2db92b982743836a02733476284f3befcc4563f1a6c.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens in a workshop or office setting where a man with short black hair, wearing glasses with dark frames, a light blue short-sleeved button-up shirt, and black trousers stands near a desk covered with blueprints, a triangular ruler, and a green desk lamp. He appears to be observing the room before turning his body and walking across the space. As he moves, the camera follows him, revealing more of the room, which includes other individuals seated at wooden desks working on blueprints. The walls are adorned with large charts, diagrams, and Chinese calligraphy posters. The lighting is natural, coming from windows on the right side of the room, casting soft shadows."
+        ],
+        "level_2": [
+          "The video begins with the man standing near a cluttered desk filled with blueprints, a triangular ruler, and a green desk lamp. He is wearing a light blue short-sleeved shirt, black trousers, and glasses. He looks around the room, then turns and starts walking away from the desk. As he moves, the camera pans to follow him, showing more of the workshop environment. Other individuals are seated at wooden desks, focused on their work. The background features large charts and Chinese calligraphy posters on the walls.",
+          "Continuing from the previous scene, the man walks further into the room, passing by other workers who are seated at wooden desks, diligently working on blueprints under the light from large windows. The camera follows his movement, maintaining focus on him as he moves through the space. The room is well-lit, with natural light streaming in, highlighting the details of the workspace and the concentration of the workers.",
+          "Finally, the man continues walking towards the front of the room, where more individuals are seated at desks, working on blueprints. The camera captures his steady pace as he moves through the room, with the background remaining consistent, featuring wooden desks, large windows, and various charts and posters on the walls. Another man in a dark shirt briefly enters the frame, leaning over a desk to assist one of the workers."
+        ],
+        "level_3": [
+          "The video opens with a medium shot of the man standing near a desk filled with blueprints, a triangular ruler, and a green desk lamp. He is wearing a light blue short-sleeved shirt, black trousers, and glasses. He looks around the room, seemingly assessing the situation, before turning and beginning to walk away from the desk.",
+          "As the man walks away from the initial desk, the camera pans to follow his movement. He passes by other individuals seated at wooden desks, who are focused on their work. The room is decorated with large charts and Chinese calligraphy posters on the walls, and the natural light from the windows illuminates the space.",
+          "The man continues walking deeper into the room, moving past more workers who are seated at desks, engrossed in their tasks. The camera maintains a steady follow shot, capturing his progression through the workspace. The background remains consistent, with wooden desks, large windows, and various charts and posters visible.",
+          "The man approaches the front of the room, where additional workers are seated at desks, working on blueprints. The camera continues to follow him, keeping him centered in the frame. The natural light from the windows highlights the details of the workspace and the concentration of the workers.",
+          "Finally, the man reaches the front of the room, continuing his walk past more individuals who are seated at desks. Another man in a dark shirt briefly enters the frame, leaning over a desk to assist one of the workers. The camera captures this interaction as the man in the light blue shirt continues his steady pace through the room."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_egoschema_98716ade815283408a38fc2da088e7b670b0bafeec408a2281b078ba38495bb0",
+    "video_path": "videos/mem_egoschema_98716ade815283408a38fc2da088e7b670b0bafeec408a2281b078ba38495bb0.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video follows a first-person perspective of someone shopping in a clothing store, focusing on a bright red plastic shopping basket that contains various items, including a white fluffy object. The shopper navigates through different sections of the store, examining accessories like belts and ties displayed on a marble table, browsing through racks of clothes near large windows, and interacting with mannequins dressed in stylish outfits. The camera captures close-ups of the shopping basket from multiple angles as it moves through the store, highlighting its consistent presence throughout the shopping experience."
+        ],
+        "level_2": [
+          "The video begins with a view of a red shopping basket being carried past a display of belts and ties on a marble table, with mannequins dressed in fashionable attire visible in the background. The shopper then moves towards a section with hanging clothes, passing by a mirror and racks filled with shirts and jackets. The scene transitions to the shopper browsing through more clothing racks near large windows, with another person visible in the background organizing items.",
+          "Continuing from the previous scene, the shopper is seen walking through the store, passing by a display of jeans and other garments on slatted walls. The camera focuses on a gray long-sleeve shirt and a pair of jeans, with the red shopping basket still in view. The shopper then moves towards a section with a mannequin wearing a maroon outfit and a sign advertising a 'Flash Sale' with 25% off.",
+          "Finally, the shopper examines a maroon knitted hat on a mannequin, picking it up and inspecting it closely. The camera then pans back to the red shopping basket, now containing the hat, as the shopper continues to navigate through the store, passing by the initial display of belts and ties. The video concludes with the shopper moving towards the exit, with the red basket still prominently featured."
+        ],
+        "level_3": [
+          "The video opens with a first-person view of a red shopping basket being carried through a clothing store. The basket contains a white fluffy object, and the camera focuses on a display of black belts and blue ties on a marble table, with mannequins dressed in stylish outfits in the background. The shopper walks past this display, entering a section with hanging clothes near large windows.",
+          "As the shopper moves through the store, the camera captures a close-up of the red shopping basket, showing its handle and contents. The shopper passes by a mirror and racks filled with various shirts and jackets, with another person visible in the background organizing items. The camera then shifts to a section with jeans and other garments on slatted walls, focusing on a gray long-sleeve shirt and a pair of jeans.",
+          "The shopper continues to browse through the store, approaching a display of a maroon knitted hat on a mannequin. The camera zooms in on the hat as the shopper picks it up and inspects it closely. The shopper then moves towards a section with a sign advertising a 'Flash Sale' with 25% off, passing by a mannequin dressed in a maroon outfit.",
+          "The shopper examines the maroon knitted hat more closely, turning it around to check its details. The camera then pans back to the red shopping basket, now containing the hat, as the shopper continues to walk through the store. The camera captures a brief view of the initial display of belts and ties before the shopper moves towards the exit.",
+          "The video concludes with the shopper carrying the red shopping basket, now containing the maroon knitted hat, as they approach the exit of the store. The camera captures the final view of the basket and the surrounding store environment, with the shopper preparing to leave after their shopping experience."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_openhumanvid_e5642679730817cfe6c3e15a3c61975ccfa96da65b26bbdef38218edf68b504d",
+    "video_path": "videos/mem_openhumanvid_e5642679730817cfe6c3e15a3c61975ccfa96da65b26bbdef38218edf68b504d.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens with two men standing at the back of a silver pickup truck in an outdoor setting surrounded by green trees. The man on the left, with dark hair and a short beard, is wearing a light gray and dark gray horizontally striped polo shirt, dark pants, and a black belt. The man on the right, who has white/gray hair, is dressed in a blue and white checkered long-sleeve shirt, blue jeans, and a brown belt, and he is holding a pink object in his left hand. They turn to face each other, exchange a few words, and then shake hands. Following the handshake, they share a warm embrace before stepping back slightly, maintaining their positions near the truck. The camera remains steady throughout, focusing on their interaction."
+        ],
+        "level_2": [
+          "The video begins with two men standing at the back of a silver pickup truck, surrounded by lush green trees. The man on the left, with dark hair and a short beard, wears a light gray and dark gray striped polo shirt, dark pants, and a black belt. The man on the right, with white/gray hair, is dressed in a blue and white checkered long-sleeve shirt, blue jeans, and a brown belt, and holds a pink object in his left hand. They turn to face each other, engaging in a brief conversation while standing near the truck bed. The scene transitions as they shake hands, followed by a heartfelt embrace, showing a moment of camaraderie or reconciliation.",
+          "Continuing from the previous scene, the two men remain near the back of the silver pickup truck, still surrounded by greenery. After shaking hands, they share a warm embrace, indicating a strong bond or mutual respect. The man on the right, holding the pink object, leans into the hug, while the man on the left reciprocates the gesture. As they separate slightly, they maintain eye contact, suggesting a meaningful connection. The background remains consistent, with the truck and trees framing their interaction.",
+          "Finally, the two men step back from their embrace, still standing near the rear of the silver pickup truck. The man on the left, with dark hair and a striped polo shirt, turns slightly toward the camera, while the man on the right, in the checkered shirt, holds onto the pink object. They appear to be concluding their interaction, possibly exchanging a few more words or nods. The camera remains focused on them, capturing the emotional weight of their farewell as they stand apart but still connected by the shared moment."
+        ],
+        "level_3": [
+          "The video opens with two men positioned at the back of a silver pickup truck, set against a backdrop of green trees. The man on the left, sporting dark hair and a short beard, is dressed in a light gray and dark gray horizontally striped polo shirt, dark pants, and a black belt. The man on the right, with white/gray hair, wears a blue and white checkered long-sleeve shirt, blue jeans, and a brown belt, and holds a pink object in his left hand. Both men are initially facing away from the camera, then turn to face each other, beginning a conversation.",
+          "As the scene progresses, the two men continue their interaction near the truck. The man on the left places his hand on his hip while listening to the other man speak. The man on the right gestures slightly with his free hand, emphasizing his words. Their body language suggests a friendly and relaxed exchange, with both men smiling and nodding occasionally.",
+          "The interaction evolves as the two men shake hands, symbolizing agreement or friendship. Following the handshake, they share a warm embrace, indicating a deeper emotional connection. The man on the right, still holding the pink object, leans into the hug, while the man on the left reciprocates the gesture, showing mutual respect and affection.",
+          "After the embrace, the two men step back slightly, maintaining their positions near the truck. The man on the left turns slightly toward the camera, while the man on the right continues to hold the pink object. They appear to be concluding their interaction, possibly exchanging a few more words or nods, signifying the end of their meeting.",
+          "Finally, the two men stand apart but still connected by the shared moment. The man on the left looks at the camera briefly, while the man on the right maintains his stance near the truck. The background remains consistent, with the silver pickup truck and green trees framing their interaction, capturing the emotional weight of their farewell."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_openhumanvid_04d78dbd04b80da31ab5534936f52686a7ffa2af9997c7999496ef4aae1dbf41",
+    "video_path": "videos/mem_openhumanvid_04d78dbd04b80da31ab5534936f52686a7ffa2af9997c7999496ef4aae1dbf41.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A man and a woman walk down a narrow, overgrown alleyway with rough stone walls. The man, wearing a white and pink jacket, black pants, glasses, and a black backpack, leads the way while the woman, dressed in a black leather jacket over a blue top, black pants, and with her hair in a ponytail, follows closely behind. As they move forward, the man turns around to face the woman, and they engage in a conversation, both looking at each other attentively. The alley is dimly lit, with sunlight filtering through the foliage above, casting dappled shadows on the ground."
+        ],
+        "level_2": [
+          "The video begins with a man and a woman walking down a narrow, overgrown alleyway. The man, wearing a white and pink jacket, black pants, glasses, and a black backpack, walks ahead while the woman, dressed in a black leather jacket over a blue top, black pants, and with her hair in a ponytail, follows behind. The alley is flanked by rough stone walls with vines and plants growing along them, and sunlight filters through the foliage above. As they continue walking, the man turns around to face the woman, and they begin to converse, both looking at each other.",
+          "Continuing from the previous scene, the man and woman are now standing in the alleyway, facing each other. The man, still wearing his white and pink jacket, black pants, glasses, and backpack, gestures slightly as he speaks. The woman, in her black leather jacket, blue top, and black pants, listens attentively, occasionally nodding. The background remains consistent, with the rough stone walls and overgrown vegetation framing the scene. The lighting continues to be dim, with dappled sunlight illuminating parts of the alley.",
+          "Finally, the man and woman remain engaged in their conversation in the alleyway. The man, with his white and pink jacket, black pants, glasses, and backpack, continues to speak, his expression serious. The woman, in her black leather jacket, blue top, and black pants, responds, her posture relaxed but attentive. The rough stone walls and overgrown vegetation are still visible in the background, and the dappled sunlight continues to filter through the foliage above, maintaining the atmospheric setting of the scene."
+        ],
+        "level_3": [
+          "The video opens with a man and a woman walking down a narrow, overgrown alleyway. The man, wearing a white and pink jacket, black pants, glasses, and a black backpack, leads the way, while the woman, dressed in a black leather jacket over a blue top, black pants, and with her hair in a ponytail, follows closely behind. The alley is flanked by rough stone walls with vines and plants growing along them, and sunlight filters through the foliage above, casting dappled shadows on the ground.",
+          "As they continue walking, the man turns around to face the woman, who has stopped beside him. Both individuals are now standing in the alleyway, facing each other. The man, still wearing his white and pink jacket, black pants, glasses, and backpack, begins to speak, gesturing slightly with his hands. The woman, in her black leather jacket, blue top, and black pants, listens attentively, her posture relaxed but focused.",
+          "The conversation between the man and woman continues as they stand in the alleyway. The man, with his white and pink jacket, black pants, glasses, and backpack, maintains eye contact with the woman, his expression serious as he speaks. The woman, in her black leather jacket, blue top, and black pants, nods occasionally, indicating her engagement in the conversation. The rough stone walls and overgrown vegetation remain prominent in the background, with dappled sunlight continuing to illuminate the scene.",
+          "The man and woman remain in the same position, deeply engrossed in their conversation. The man, still wearing his white and pink jacket, black pants, glasses, and backpack, continues to speak, his tone suggesting a serious discussion. The woman, in her black leather jacket, blue top, and black pants, responds, her body language indicating attentiveness and interest. The alleyway's rough stone walls and overgrown vegetation provide a consistent backdrop, with sunlight filtering through the foliage above.",
+          "In the final moments of the video, the man and woman are still standing in the alleyway, engaged in their conversation. The man, with his white and pink jacket, black pants, glasses, and backpack, appears to be concluding his point, while the woman, in her black leather jacket, blue top, and black pants, listens intently. The rough stone walls and overgrown vegetation remain unchanged, and the dappled sunlight continues to cast shadows on the ground, maintaining the atmospheric setting of the scene."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_dl3dv_40ad4e9eb1e46501d03cdcbbe29dabbef4b908b2f5ea97f347664a6246cc1c18",
+    "video_path": "videos/mem_dl3dv_40ad4e9eb1e46501d03cdcbbe29dabbef4b908b2f5ea97f347664a6246cc1c18.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, slow-rotating shot of a cozy living room centered on a black office chair with a decorative patterned pillow resting on its back. The carpeted floor is light beige and covers the entire room. A yellow leather sofa wraps around the space, adorned with a patterned throw blanket and matching pillows. On the wall behind the sofa, multiple framed pictures are mounted in an artistic arrangement. To the left, a large flat-screen TV displays a vibrant cityscape, mounted on a sleek black TV stand; the lower portion of this stand is visible with a white circular object (possibly a speaker or decor) placed beside it. A tall floor lamp stands near the sofa, casting soft ambient light. As the camera rotates clockwise, a red gaming chair appears briefly in the background near the TV area. The central black office chair remains the focal point throughout, with its mesh back, armrests, and five-point caster base clearly visible. The camera continues to circle, capturing different angles: from the front showing the full view of the chair with pillow, to low-angle shots emphasizing the base of the office chair with casters, then tilting up to reveal the intricate floral patterns on the pillow and the surrounding environment. The movement is smooth and deliberate, ensuring all mandatory landmarks — including the wall-mounted framed pictures, the TV on black stand, the floor lamp near sofa, the patterned throw blanket on sofa, the red gaming chair, and the base of the office chair with casters — are captured in context. Finally, the camera completes its rotation and ends with a slightly elevated frontal view of the chair, reinforcing the symmetry and layout of the room."
+        ],
+        "level_2": [
+          "The video begins with a wide, rotating shot of a well-lit living room centered on a black office chair draped with a decorative patterned pillow. The carpeted floor is beige and extends across the entire space. In the background, a curved yellow leather sofa is visible, covered partially by a patterned throw blanket and accented with coordinating pillows. Above the sofa, multiple framed pictures hang on the wall in a curated display. To the left, a large TV on a black stand shows a dynamic cityscape; the lower portion of the TV stand is visible, with a white circular object resting beside it. A tall floor lamp stands near the sofa, contributing to the ambient lighting. The camera slowly rotates clockwise, keeping the central black office chair as the main subject while revealing glimpses of a red gaming chair positioned near the TV area. The full view of the chair with pillow is maintained as the camera circles, establishing spatial relationships between furniture and décor.",
+          "Continuing from the initial rotation, the camera moves closer to the black office chair, focusing on its ergonomic design — mesh back, padded armrests, and adjustable height lever. The patterned pillow features colorful floral motifs and rests securely against the chair’s backrest. The camera pans downward to highlight the base of the office chair with its five black casters rolling smoothly over the carpeted floor. As the rotation proceeds, the yellow leather sofa reappears, now viewed from the side, emphasizing the throw blanket’s leafy pattern and the plushness of the cushions. The wall-mounted framed pictures remain visible in the background, adding texture and personality to the space. The TV continues to display the cityscape, and the black TV stand anchors the entertainment zone. The red gaming chair is briefly seen again, contrasting with the more formal office chair. The camera maintains a steady, fluid motion, ensuring each element remains visually connected and coherent.",
+          "Finally, the camera completes its 360-degree rotation, returning to a frontal perspective of the central black office chair with the patterned pillow. It then tilts down for a close-up of the chair’s base and casters, before rising again to capture the full view of the chair and its surroundings. The yellow leather sofa, patterned throw blanket, wall-mounted framed pictures, and floor lamp near the sofa are all reintegrated into the frame, reinforcing the room’s cohesive aesthetic. The TV on the black stand continues to show the cityscape, and the lower portion of the stand remains visible with the white circular object still in place. The red gaming chair makes one last appearance in the background, subtly balancing the room’s functional zones. The video ends with a slight upward tilt, framing the chair’s backrest and pillow against the backdrop of the living room, leaving a lasting impression of comfort, style, and thoughtful arrangement."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a wide-angle shot of a living room centered on a black office chair with a patterned pillow. The beige carpet covers the floor. Behind the chair, a yellow leather sofa is visible with a patterned throw blanket and matching pillows. Wall-mounted framed pictures decorate the wall above the sofa. To the left, a TV on a black stand displays a cityscape; the lower portion of the stand and a white circular object beside it are visible. A floor lamp stands near the sofa. The camera begins a slow clockwise rotation, maintaining focus on the central chair.",
+          "20-40%: As the rotation continues, the camera reveals more of the yellow leather sofa and the leafy design of the throw blanket. The red gaming chair becomes visible in the background near the TV area. The camera angle shifts slightly lower, offering a clearer view of the base of the office chair with its five black casters on the carpet. The patterned pillow’s vibrant floral motifs remain prominent. The wall-mounted framed pictures and TV displaying the cityscape stay in context as the smooth clockwise motion proceeds.",
+          "40-60%: The camera now views the scene from the side, capturing the full black office chair with the pillow, the curved yellow leather sofa with plush cushions and throw blanket, and the warm glow of the floor lamp. The TV on the black stand remains anchored in the entertainment zone. The camera tilts downward to focus on the chair’s base and casters rolling over the carpet, with the mesh back and armrests visible above. The red gaming chair is briefly prominent before the rotation continues steadily.",
+          "60-80%: The camera rises again, framing the upper portion of the black office chair and highlighting the detailed floral patterns on the pillow. The TV on the black stand, still showing the cityscape, reappears to the left, along with the lower portion of the stand and the white circular object. The red gaming chair reenters the background momentarily. The rotation brings the camera back toward the front of the room, capturing the central chair from a slightly elevated angle, with the yellow sofa, throw blanket, framed pictures, and floor lamp all reintegrated into the composition.",
+          "80-100%: Finally, the camera completes its rotation, ending with a frontal view of the black office chair with the patterned pillow. It tilts down briefly to emphasize the base and casters, then rises to frame the chair’s backrest against the backdrop of the living room. All key elements—the yellow leather sofa, patterned throw blanket, wall-mounted framed pictures, floor lamp, TV on black stand with white circular object, and red gaming chair—are integrated into the final shot, creating a harmonious and complete visual summary of the space."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a wide-angle shot of a living room centered on a black office chair with a patterned pillow. The carpeted floor is beige. Behind the chair, a yellow leather sofa is visible with a patterned throw blanket. Wall-mounted framed pictures decorate the wall above the sofa. To the left, a TV on a black stand displays a cityscape. A floor lamp stands near the sofa. The camera begins a slow clockwise rotation.",
+          "Part 2/8: Continuing the rotation, the camera reveals more of the yellow leather sofa and the throw blanket’s leafy design. The TV on the black stand remains in view, showing the cityscape. The lower portion of the TV stand is visible, including a white circular object beside it. The black office chair with the patterned pillow stays centered as the camera moves, maintaining focus on its structure and position.",
+          "Part 3/8: The camera angle shifts slightly lower, offering a clearer view of the base of the office chair with its five black casters on the carpeted floor. The red gaming chair becomes visible in the background near the TV area. The wall-mounted framed pictures are still present above the sofa. The patterned pillow on the office chair features vibrant floral designs. The camera continues its smooth clockwise motion.",
+          "Part 4/8: Now viewing the scene from the side, the camera captures the full view of the black office chair with the pillow. The yellow leather sofa curves into the frame, displaying its plush cushions and throw blanket. The floor lamp near the sofa casts a warm glow. The TV continues to display the cityscape, anchored by the black TV stand. The red gaming chair is momentarily prominent before the camera rotates further.",
+          "Part 5/8: The camera tilts downward, focusing on the base of the office chair and its casters rolling over the beige carpet. The black mesh back and armrests of the chair are visible above. The patterned pillow remains securely in place. The yellow leather sofa and wall-mounted framed pictures are still in the background, though partially obscured by the chair’s structure. The rotation continues steadily.",
+          "Part 6/8: As the camera rises again, it frames the upper portion of the black office chair, highlighting the detailed floral patterns on the pillow. The TV on the black stand is visible to the left, still displaying the cityscape. The lower portion of the TV stand and the white circular object beside it come into view once more. The red gaming chair reappears briefly in the background. The camera maintains its clockwise path.",
+          "Part 7/8: The rotation brings the camera back toward the front of the room, capturing the central black office chair from a slightly elevated angle. The yellow leather sofa, patterned throw blanket, and wall-mounted framed pictures are all visible again. The floor lamp near the sofa adds depth to the composition. The TV continues to play the cityscape, and the black TV stand grounds the visual field. The camera movement remains fluid and continuous.",
+          "Part 8/8: Finally, the camera completes its rotation, ending with a frontal view of the black office chair with the patterned pillow. It tilts down briefly to emphasize the base and casters, then rises to frame the chair’s backrest against the backdrop of the living room. The yellow leather sofa, throw blanket, framed pictures, floor lamp, TV on black stand, and red gaming chair are all integrated into the final shot, creating a harmonious and complete visual summary of the space."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_openhumanvid_6b9b1a8e216fab48de8cd19e4dc64623938d6ba960de15aa358d749b58cf4ad1",
+    "video_path": "videos/mem_openhumanvid_6b9b1a8e216fab48de8cd19e4dc64623938d6ba960de15aa358d749b58cf4ad1.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In a dimly lit, vintage-style room adorned with framed artwork and traditional decor, a woman with dark brown hair pulled back sits at a wooden table across from a man. The woman wears a white short-sleeved blouse with small black dot patterns and blue patterned long sleeves underneath, accessorized with a watch on her left wrist. She speaks earnestly, gesturing with her hands as she engages in a conversation with the man, who listens intently while resting his arms on the table. A white teapot sits between them, and the background features a bed with floral bedding, a side table with a lamp, and shelves displaying various household items. The camera slowly pulls back to reveal more of the room's ambiance."
+        ],
+        "level_2": [
+          "The video opens with a close-up of the woman, highlighting her dark brown hair pulled back and her white blouse with black dot patterns and blue patterned sleeves. She begins speaking, her expression serious, as the man opposite her listens attentively. The camera gradually zooms out, revealing the man wearing a light-colored shirt, seated with his arms crossed on the wooden table. The setting is a cozy, vintage room with floral wallpaper, framed pictures, and a bed in the background. As the conversation continues, the woman gestures with her hands while the man maintains eye contact, occasionally responding.",
+          "The scene transitions to a medium shot of both individuals seated at the wooden table. The woman, still wearing her distinctive blouse and watch, continues to speak animatedly, using hand gestures for emphasis. The man, dressed in a light-colored shirt, listens closely, his posture relaxed but attentive. The background remains consistent, showcasing the room's vintage charm with its floral bedding, side table lamp, and shelves filled with decorative items. The camera angle shifts slightly to capture their interaction more fully.",
+          "In the final segment, the woman picks up a glass of water and takes a sip while continuing the conversation. The man responds, his expression reflecting engagement in the dialogue. The camera focuses on their faces, capturing the nuances of their interaction. The room's details, including the white teapot on the table and the framed artwork on the walls, remain visible, maintaining the spatial consistency of the setting."
+        ],
+        "level_3": [
+          "The video begins with a close-up of the woman, her dark brown hair neatly pulled back and her white blouse with black dot patterns and blue patterned sleeves clearly visible. She appears to be speaking, her expression conveying a sense of earnestness. The man, partially visible on the left, is seated across from her, listening intently. The background hints at a vintage room with dark curtains and a shelf holding various items.",
+          "As the camera slowly zooms out, the full view of the man becomes apparent. He is wearing a light-colored shirt and has his arms crossed on the wooden table. The woman continues to speak, gesturing with her hands to emphasize her points. The room's details become more evident, including a bed with floral bedding, a side table with a lamp, and shelves displaying decorative objects. The interaction between the two remains the focal point, with the woman leading the conversation.",
+          "The camera angle shifts slightly, providing a clearer view of the woman's face and upper body. She continues to engage in the conversation, her expressions and gestures indicating her involvement. The man listens attentively, occasionally nodding or responding. The background remains consistent, with the floral wallpaper, framed pictures, and vintage decor contributing to the room's ambiance.",
+          "The woman picks up a glass of water from the table and takes a sip, her actions adding a natural rhythm to the conversation. The man responds, his expression reflecting his engagement in the dialogue. The camera captures their interaction from a slightly different angle, emphasizing their facial expressions and the dynamics of their conversation. The room's details, including the white teapot on the table and the framed artwork on the walls, remain visible.",
+          "Finally, the woman places the glass back on the table, her hands clasped together as she continues to speak. The man listens, his posture relaxed but attentive. The camera maintains a steady focus on their interaction, capturing the nuances of their conversation. The room's vintage charm, with its floral bedding, side table lamp, and shelves filled with decorative items, provides a consistent backdrop throughout the scene."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_dl3dv_873c89398b526c56b09d5bc6ca701a2ed2d7a3785f2fd546f30ee4adcc5c4c2f",
+    "video_path": "videos/mem_dl3dv_873c89398b526c56b09d5bc6ca701a2ed2d7a3785f2fd546f30ee4adcc5c4c2f.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of a brightly lit furniture showroom featuring multiple bedroom sets. The camera slowly pans right, revealing a central white dresser with an arched mirror on top, flanked by two matching white table lamps with textured bases and white drum shades. Reflected beds and lamps are visible in the mirror’s surface, including a bed with a tufted headboard and blue painted walls in the background. Overhead fluorescent lighting illuminates the entire space, casting soft shadows. As the camera moves closer to the dresser, it circles around its right side, highlighting ornate drawer pulls and paneling details. Continuing from this angle, the camera tilts upward to focus on the lamps and mirror frame, then pans left to reveal another white dresser with identical lamps and mirror setup. In the reflection, a bed with a tufted headboard and blue wall is again visible. The camera then pulls back slightly and tracks leftward, showing the full length of the aisle with multiple beds and dressers arranged symmetrically under the same overhead fluorescent lighting. Finally, the camera zooms in again on the original dresser, focusing on the texture of the lamp bases and the mirrored reflections before pulling out to a medium shot that captures the entire display ensemble, including the blue painted walls in the background and reflected beds and lamps."
+        ],
+        "level_2": [
+          "The video opens with a wide shot of a well-lit furniture store displaying multiple bedroom sets. The camera pans right to focus on a white dresser with an arched mirror and two white table lamps on top. Reflected beds and lamps appear clearly in the mirror, including a bed with a tufted headboard and blue painted walls behind it. Overhead fluorescent lighting evenly illuminates the scene as the camera begins circling the dresser’s right side, emphasizing its ornate handles and paneling.",
+          "Continuing from the previous segment, the camera tilts up to highlight the lamp bases and mirror frame, then pans left to show a second identical white dresser with two lamps and a mirror. Reflections in this mirror also reveal a bed with a tufted headboard and blue painted walls. The camera then pulls back slightly and begins tracking left along the aisle, revealing more beds and dressers under consistent overhead fluorescent lighting, maintaining visual continuity with the first segment.",
+          "Finally, the camera zooms back in on the original white dresser, focusing on the textured lamp bases and mirrored reflections of surrounding beds and lamps. It then pulls out to a medium shot that encompasses the entire display area, including the blue painted walls in the background, the symmetrical arrangement of bedroom sets, and the bright overhead fluorescent lighting, concluding the full sequence with a comprehensive view of the showroom."
+        ],
+        "level_3": [
+          "0-20%: The video starts with a wide-angle shot of a brightly lit furniture showroom under overhead fluorescent lighting, featuring multiple bedroom sets arranged along aisles. The camera begins panning right toward a central white dresser with an arched mirror and two white table lamps on top; reflected beds and lamps—including a bed with a tufted headboard and blue painted walls—are visible in the mirror’s surface.",
+          "20-40%: The camera continues its slow pan right, fully framing the white dresser with mirror and lamps, then begins a gentle circular movement around its right side. As it circles, the ornate drawer pulls, paneling details, and textured lamp bases become more visible. The camera tilts upward slightly to emphasize the curvature of the mirror frame and lamp bases, while reflections of the tufted headboard bed and blue walls remain consistently visible in the mirror.",
+          "40-60%: After completing the circle around the first dresser, the camera pans left to reveal a second identical white dresser with two matching lamps and an arched mirror. Reflections in this mirror again show the bed with a tufted headboard and blue painted walls, reinforcing symmetry. The camera holds this composition briefly before pulling back slightly and beginning a leftward track along the main aisle, revealing additional coordinated bedroom sets under consistent overhead fluorescent lighting.",
+          "60-80%: Continuing its leftward tracking, the camera reveals the full length of the showroom aisle, showing multiple beds with tufted headboards positioned against blue painted walls, and evenly spaced white dressers with mirrors and lamps. Their reflections capture surrounding displays, and the uniform overhead fluorescent lighting ensures clarity and brightness across all surfaces. The camera then slows and begins zooming back in on the original white dresser, focusing on the textured lamp bases and the sharp clarity of the mirror’s reflection—again showing the tufted bed and blue walls.",
+          "80-100%: The camera pulls out to a medium shot encompassing the original dresser, its arched mirror, and both lamps. The reflection still includes the bed with the tufted headboard and blue painted walls. The broader showroom context is now fully visible: symmetrical arrangements of bedroom sets, multiple beds, consistent overhead fluorescent lighting, and blue painted walls in the background, concluding the video with a balanced, comprehensive view of the entire display ensemble."
+        ],
+        "level_4": [
+          "The video starts with a wide-angle shot of a furniture showroom under bright overhead fluorescent lighting. Multiple beds and dressers are arranged along aisles. The camera begins panning right toward a central white dresser with an arched mirror and two white table lamps. Reflected beds and lamps are visible in the mirror, including a bed with a tufted headboard and blue painted walls in the background.",
+          "The camera continues its slow pan right, now fully framing the white dresser with mirror and lamps. The reflection shows more detail: the tufted headboard bed, blue painted walls, and additional lamps. The dresser’s ornate drawer pulls and paneling become more visible as the camera begins a gentle circular movement around its right side.",
+          "As the camera circles the right side of the white dresser, it tilts slightly upward to emphasize the texture of the lamp bases and the curvature of the mirror frame. The reflected beds and lamps remain visible, reinforcing the depth of the showroom. Blue painted walls continue to appear in the mirror’s reflection, and overhead fluorescent lighting casts even illumination across all surfaces.",
+          "The camera completes its circle around the dresser and begins panning left, revealing a second identical white dresser with two lamps and a mirror. The reflection in this mirror again includes a bed with a tufted headboard and blue painted walls. The camera holds this composition briefly, showcasing symmetry between the two displays under the same overhead fluorescent lighting.",
+          "The camera pulls back slightly from the second dresser and begins tracking left along the main aisle. More bedroom sets come into view, including beds with tufted headboards and matching dressers. The blue painted walls line the back of the showroom, and overhead fluorescent lighting remains consistent, illuminating the entire space uniformly.",
+          "Continuing its leftward track, the camera reveals the full length of the showroom aisle, showing multiple coordinated bedroom sets. Beds with tufted headboards are positioned against blue painted walls. White dressers with mirrors and lamps are spaced evenly, their reflections capturing the surrounding environment. Overhead fluorescent lighting ensures clarity and brightness throughout.",
+          "The camera slows its movement and begins zooming back in on the original white dresser with mirror and lamps. Focus shifts to the textured bases of the lamps and the clarity of the mirror’s reflection, which once again shows the bed with a tufted headboard and blue painted walls. The overhead fluorescent lighting highlights every detail without creating glare.",
+          "Finally, the camera pulls out to a medium shot encompassing the original dresser, its mirror, and both lamps. The reflection still includes the bed with the tufted headboard and blue painted walls. The broader context of the showroom is visible — symmetrical arrangements, multiple beds, and consistent overhead fluorescent lighting — concluding the video with a balanced, comprehensive view of the entire display."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_openhumanvid_d7ec31e6ab235b2d6efcc5342395ff3195a4a0e059021112a46d19491ef0e529",
+    "video_path": "videos/mem_openhumanvid_d7ec31e6ab235b2d6efcc5342395ff3195a4a0e059021112a46d19491ef0e529.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In a dimly lit office environment with a cool blue tone, a woman with short brown hair and a man in a black jacket stand facing each other. The woman is dressed in a formal black suit with a white shirt, while the man wears a dark jacket over a collared shirt, both with lanyards around their necks. They appear to be engaged in a serious conversation, with subtle shifts in their facial expressions and body language. As the scene progresses, the man reaches into his pocket and pulls out a disposable coffee cup, which he holds while continuing the discussion."
+        ],
+        "level_2": [
+          "The scene opens with the woman and man standing close to each other in a modern office setting. The woman, with her short brown hair neatly styled, maintains a composed demeanor, occasionally turning her head slightly as she speaks. The man, with his short dark hair and serious expression, listens intently, his posture steady. In the background, a screen displays a logo, adding to the professional atmosphere. The lighting remains consistent, casting soft shadows on their faces.",
+          "As the conversation continues, the woman's expression becomes more animated, suggesting she is making an important point. The man nods subtly, indicating his engagement in the dialogue. The camera remains focused on their upper bodies, capturing the nuances of their interaction. The office environment remains unchanged, with the blue-toned lighting enhancing the sense of formality.",
+          "The man reaches into his jacket pocket and retrieves a disposable coffee cup, holding it in his hand. He brings it up slightly, perhaps to emphasize a point or take a sip. The woman watches him briefly before returning her gaze to his face, her expression thoughtful. The overall mood remains serious, with the addition of the coffee cup introducing a small element of casualness to the otherwise formal setting."
+        ],
+        "level_3": [
+          "The video begins with the woman and man standing in a dimly lit office, both dressed in formal attire. The woman, with her short brown hair, is wearing a black suit and white shirt, while the man is in a black jacket over a collared shirt. They are positioned close to each other, facing one another, with the woman slightly turned towards the man. The background features a screen displaying a logo, and the cool blue lighting sets a professional tone. Their body language suggests they are engaged in a serious conversation.",
+          "As the conversation progresses, the woman's facial expressions become more animated, indicating she is actively speaking. She turns her head slightly, emphasizing her points, while the man listens attentively, nodding occasionally. The camera remains steady, focusing on their upper bodies and capturing the subtle shifts in their expressions. The office environment remains consistent, with the blue lighting and background screen providing a stable backdrop.",
+          "The man reaches into his jacket pocket and pulls out a disposable coffee cup, holding it in his hand. He brings it up slightly, possibly to make a point or take a sip. The woman observes him for a moment before refocusing on his face, her expression thoughtful. The overall atmosphere remains serious, but the introduction of the coffee cup adds a touch of casualness to the scene. The camera angle stays the same, maintaining the focus on their interaction.",
+          "The man continues to hold the coffee cup, occasionally shifting his grip as he speaks. The woman listens intently, her head slightly tilted, indicating her engagement in the conversation. The background remains unchanged, with the blue-toned lighting and the screen displaying the logo. The camera captures the subtle movements of their hands and faces, emphasizing the ongoing dialogue.",
+          "In the final moments, the man takes a sip from the coffee cup, his expression remaining serious. The woman nods slightly, acknowledging his words. The scene concludes with both individuals still engaged in their conversation, the office environment and lighting providing a consistent and professional setting. The camera remains focused on their upper bodies, capturing the final exchanges of their dialogue."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_egoschema_1d69e5013813ce3320ac2034795209e67e1c206cd96cd975de42b062baf196f5",
+    "video_path": "videos/mem_egoschema_1d69e5013813ce3320ac2034795209e67e1c206cd96cd975de42b062baf196f5.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A person is ironing a series of white t-shirts on a colorful, owl-patterned ironing board in a well-lit room. The camera provides an overhead, slightly distorted view, focusing on the person's hands as they handle each t-shirt, smoothing it out before using a yellow and white iron to remove wrinkles. The t-shirts feature different designs and text, including logos like 'Fondazione OELLE' and phrases such as 'Art at WORK.' The person repeatedly picks up new t-shirts from a pile beside the ironing board, inspects them, and lays them flat for ironing. In the background, a white dresser with multiple drawers and a black trash bin are visible, along with various items like water bottles and electronic devices on a nearby surface."
+        ],
+        "level_2": [
+          "The video begins with the person placing a white t-shirt with the 'Fondazione OELLE' logo onto the owl-patterned ironing board. They smooth out the fabric and begin ironing it with a yellow and white iron. After finishing the first side, they flip the t-shirt over to iron the other side. The person then sets the t-shirt aside and picks up a second t-shirt with a different design, featuring the words 'Art at WORK,' which they also prepare and iron. The setting remains consistent, with the white dresser and surrounding items in view.",
+          "In the middle section, the person continues ironing, handling a third t-shirt with a pattern that includes words like 'YUP,' 'SURE,' and 'HAHA.' They meticulously smooth out the fabric and iron it thoroughly. After completing this t-shirt, they place it aside and pick up another one from the pile. The camera maintains its overhead perspective, capturing the repetitive motion of selecting, positioning, and ironing each t-shirt against the backdrop of the organized room.",
+          "The final part shows the person ironing additional t-shirts, each with unique designs and text patterns. They continue the process of laying out the shirts, smoothing them, and using the iron to ensure they are wrinkle-free. The person occasionally adjusts the position of the t-shirts on the ironing board. The video concludes with the person preparing to iron another t-shirt, maintaining the same methodical approach throughout."
+        ],
+        "level_3": [
+          "The video opens with the person placing a white t-shirt featuring the 'Fondazione OELLE' logo onto the owl-patterned ironing board. They carefully smooth out the fabric and begin ironing it with a yellow and white iron. The camera angle provides a clear overhead view, showing the person's hands as they work. The background includes a white dresser with multiple drawers and a black trash bin, along with various items like water bottles and electronic devices on a nearby surface.",
+          "Next, the person flips the 'Fondazione OELLE' t-shirt over to iron the other side, ensuring both sides are smooth. Once done, they set it aside and pick up a second t-shirt with a different design, featuring the words 'Art at WORK.' They lay this new t-shirt on the ironing board, smooth it out, and begin ironing it. The repetitive action of selecting, positioning, and ironing continues, with the person maintaining a consistent pace.",
+          "The person then handles a third t-shirt with a pattern that includes words like 'YUP,' 'SURE,' and 'HAHA.' They meticulously smooth out the fabric and iron it thoroughly, paying attention to all areas. After completing this t-shirt, they place it aside and pick up another one from the pile. The camera captures the methodical process, showing the person's hands as they continue to iron each t-shirt with precision.",
+          "In the following segment, the person continues ironing more t-shirts, each with unique designs and text patterns. They maintain the same routine of laying out the shirts, smoothing them, and using the iron to ensure they are wrinkle-free. The background remains consistent, with the white dresser and surrounding items in view. The person occasionally adjusts the position of the t-shirts on the ironing board to ensure even ironing.",
+          "The video concludes with the person preparing to iron another t-shirt. They pick up a new shirt from the pile, lay it on the ironing board, and begin smoothing it out. The camera captures the final moments of the ironing process, showing the person's hands as they continue their methodical approach. The overall scene remains organized, with the white dresser and various items in the background providing context to the activity."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_dl3dv_4f993c63692760b0b166b0e8693713a7ec00539d7f5650211bbe6397f742cf03",
+    "video_path": "videos/mem_dl3dv_4f993c63692760b0b166b0e8693713a7ec00539d7f5650211bbe6397f742cf03.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of a large, abstract black and white sculpture situated on a vibrant green lawn under an overcast sky. The sculpture has flowing, ribbon-like forms with cutouts, giving it a dynamic sense of motion. The camera slowly circles the sculpture clockwise, revealing its three-dimensional structure and how it interacts with the surrounding space. In the background, trees with autumn foliage—showing yellows and greens—frame the scene. A gravel path curves behind the sculpture, leading toward a modern building with a glass facade visible in the distance. A red vehicle is parked near the building, partially obscured by trees. As the camera continues its orbit, a tall yellow-and-black striped pole appears intermittently on the left side of the frame, standing upright near the edge of the lawn. The sculpture’s base is embedded in a small patch of exposed earth or gravel, contrasting with the manicured grass. The camera movement is smooth and continuous, maintaining a consistent distance from the sculpture while subtly shifting elevation to capture different angles. Continuing from the mid-point, the sculpture rotates into profile, highlighting its layered depth and negative space. The red vehicle reappears more clearly as the camera pans around, now positioned to the right of the sculpture. The modern building’s reflective glass panels catch muted daylight, adding texture to the backdrop. The autumn trees sway gently in the breeze, their leaves rustling softly. The gravel path remains visible throughout, curving gracefully behind the sculpture and guiding the viewer’s eye through the composition. Finally, as the camera completes its circular trajectory, it returns to a frontal view of the sculpture, slightly lower than the starting angle, emphasizing its grounded base and towering presence. The tall yellow-and-black striped pole reenters the frame on the far left, anchoring the composition. The red vehicle, trees with autumn foliage, modern building, and curving gravel path are all visible again in their original spatial relationships, creating a seamless loop of visual exploration. The entire sequence is tranquil, cinematic, and focused on the interplay between art, nature, and architecture."
+        ],
+        "level_2": [
+          "The video opens with a slow, clockwise circling shot around a large black and white abstract sculpture resting on a lush green lawn. The sculpture features undulating, ribbon-like layers with hollowed-out sections, casting subtle shadows on the grass. Behind it, trees with autumn foliage—blending golden yellows and deep greens—line the horizon under a cloudy sky. A gravel path curves behind the sculpture, leading toward a modern building with a glass facade partially visible. A red vehicle is parked in the distance near the building, nestled among the trees. A tall yellow-and-black striped pole stands to the left of the sculpture, occasionally entering the frame as the camera moves. The sculpture’s base is set into a small patch of bare earth, contrasting with the surrounding turf.",
+          "Continuing from the first third, the camera maintains its steady circular motion around the sculpture, now capturing its side profile and revealing the depth of its layered construction. The red vehicle becomes more prominent as the camera pans, appearing clearer against the backdrop of the modern glass building. The autumn trees sway gently, their colors vivid against the gray sky. The gravel path remains visible, winding behind the sculpture and enhancing the sense of depth. The yellow-and-black striped pole reappears briefly on the left as the camera orbits, reinforcing the spatial context. The sculpture’s dynamic form seems to ripple with each new angle, emphasizing its sculptural complexity and interaction with natural light.",
+          "Finally, the camera completes its circular journey, returning to a near-frontal perspective of the black and white abstract sculpture. The base, embedded in a patch of exposed earth, is clearly visible, grounding the artwork in its environment. The tall yellow-and-black striped pole reenters the frame on the far left, providing a vertical counterpoint to the sculpture’s horizontal flow. The red vehicle, modern glass building, and autumn trees are once again visible in their original positions, creating a cohesive and looping visual narrative. The gravel path curves gently behind the sculpture, tying together the elements of landscape, architecture, and art. The entire sequence feels serene and contemplative, with the camera’s smooth motion inviting viewers to appreciate the sculpture from every angle."
+        ],
+        "level_3": [
+          "0-20%: The video begins with a low-angle, wide shot of a black and white abstract sculpture on a green lawn. Trees with autumn foliage frame the background under a cloudy sky. A red vehicle is faintly visible parked in the distance near a modern building with a glass facade. The camera starts a slow clockwise circle around the sculpture, revealing its layered, flowing form. A gravel path curves behind the sculpture, partially visible at the edge of the frame. As the camera continues its circular motion, the sculpture’s intricate cutouts become more apparent, casting shifting shadows on the grass. The tall yellow-and-black striped pole enters the frame on the left, standing upright beside the lawn. The red vehicle remains in the background, now slightly more defined as the camera angle shifts.",
+          "20-40%: The camera moves further along its arc, now capturing the sculpture from its side profile. The depth of its layered design is emphasized, with negative space forming elegant voids. The gravel path behind the sculpture becomes more prominent, curving gently toward the modern building. The autumn trees sway subtly, their colors rich against the gray sky. The red vehicle is still visible but partially obscured by foliage. Midway through the rotation, the camera lowers slightly, offering a closer view of the sculpture’s base, which is set into a patch of exposed earth or gravel. The tall yellow-and-black striped pole exits the frame as the camera continues its orbit. The modern building’s glass panels catch ambient light, creating soft reflections. The red vehicle remains stationary in the distance, serving as a fixed point of reference.",
+          "40-60%: The camera now captures the sculpture from its rear-left angle, showcasing the curvature of its outermost layer. The gravel path winds visibly behind it, leading toward the modern building. Autumn trees continue to frame the scene, their leaves rustling in the breeze. The red vehicle is momentarily hidden by tree branches before reappearing as the camera progresses. As the camera nears the three-quarter mark of its circle, the sculpture’s front-right face comes into view, highlighting its symmetrical yet organic form. The tall yellow-and-black striped pole reenters the frame on the far left, anchoring the composition. The modern building’s glass facade glints softly, and the red vehicle is clearly visible again, parked near the treeline. The gravel path remains a consistent visual guide behind the sculpture.",
+          "60-80%: The camera continues its smooth orbit, now approaching the final quarter of the circle. The sculpture’s layered ribbons appear to ripple with motion due to the changing perspective. The base, embedded in earth, grounds the piece visually. The autumn trees provide a warm-toned backdrop against the cool gray sky. The red vehicle, modern building, and gravel path remain consistently placed, reinforcing spatial continuity. The camera maintains steady circular motion, emphasizing the sculpture’s dynamic form and interaction with natural light. The yellow-and-black striped pole remains visible on the left, contributing vertical contrast to the horizontal flow of the sculpture.",
+          "80-100%: Finally, the camera completes its full 360-degree circle, returning to a frontal, slightly low-angle view of the black and white abstract sculpture. The tall yellow-and-black striped pole stands prominently on the left, balancing the composition. The red vehicle, modern glass building, and autumn trees are all visible in their original positions, creating a seamless visual loop. The gravel path curves gently behind the sculpture, tying together the elements of nature, art, and architecture in a tranquil, cinematic finale. The sculpture’s base, embedded in a patch of exposed earth, is clearly visible, grounding the artwork in its environment. The entire sequence feels serene and contemplative, with the camera’s smooth motion inviting viewers to appreciate the sculpture from every angle."
+        ],
+        "level_4": [
+          "The video begins with a low-angle, wide shot of a black and white abstract sculpture on a green lawn. Trees with autumn foliage frame the background under a cloudy sky. A red vehicle is faintly visible parked in the distance near a modern building with a glass facade. The camera starts a slow clockwise circle around the sculpture, revealing its layered, flowing form. A gravel path curves behind the sculpture, partially visible at the edge of the frame.",
+          "As the camera continues its circular motion, the sculpture’s intricate cutouts become more apparent, casting shifting shadows on the grass. The tall yellow-and-black striped pole enters the frame on the left, standing upright beside the lawn. The red vehicle remains in the background, now slightly more defined as the camera angle shifts. The modern building’s glass facade reflects the overcast sky, adding texture to the distant background.",
+          "The camera moves further along its arc, now capturing the sculpture from its side profile. The depth of its layered design is emphasized, with negative space forming elegant voids. The gravel path behind the sculpture becomes more prominent, curving gently toward the modern building. The autumn trees sway subtly, their colors rich against the gray sky. The red vehicle is still visible but partially obscured by foliage.",
+          "Midway through the rotation, the camera lowers slightly, offering a closer view of the sculpture’s base, which is set into a patch of exposed earth or gravel. The tall yellow-and-black striped pole exits the frame as the camera continues its orbit. The modern building’s glass panels catch ambient light, creating soft reflections. The red vehicle remains stationary in the distance, serving as a fixed point of reference.",
+          "The camera now captures the sculpture from its rear-left angle, showcasing the curvature of its outermost layer. The gravel path winds visibly behind it, leading toward the modern building. Autumn trees continue to frame the scene, their leaves rustling in the breeze. The red vehicle is momentarily hidden by tree branches before reappearing as the camera progresses.",
+          "As the camera nears the three-quarter mark of its circle, the sculpture’s front-right face comes into view, highlighting its symmetrical yet organic form. The tall yellow-and-black striped pole reenters the frame on the far left, anchoring the composition. The modern building’s glass facade glints softly, and the red vehicle is clearly visible again, parked near the treeline. The gravel path remains a consistent visual guide behind the sculpture.",
+          "The camera continues its smooth orbit, now approaching the final quarter of the circle. The sculpture’s layered ribbons appear to ripple with motion due to the changing perspective. The base, embedded in earth, grounds the piece visually. The autumn trees provide a warm-toned backdrop against the cool gray sky. The red vehicle, modern building, and gravel path remain consistently placed, reinforcing spatial continuity.",
+          "Finally, the camera completes its full 360-degree circle, returning to a frontal, slightly low-angle view of the black and white abstract sculpture. The tall yellow-and-black striped pole stands prominently on the left, balancing the composition. The red vehicle, modern glass building, and autumn trees are all visible in their original positions, creating a seamless visual loop. The gravel path curves gently behind the sculpture, tying together the elements of nature, art, and architecture in a tranquil, cinematic finale."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_egoschema_eb6e8c7ae0644030bcd80c015e1f129700278ce8a03cf4f117e12e07c3df13b3",
+    "video_path": "videos/mem_egoschema_eb6e8c7ae0644030bcd80c015e1f129700278ce8a03cf4f117e12e07c3df13b3.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video captures a person organizing and cleaning in a well-lit kitchen. The scene opens with a view of the sink area cluttered with dishes, including a white plate with a blue floral pattern that has food remnants on it. The person retrieves utensils from a drawer, places clean dishes into a cabinet, and washes items at the sink. Throughout the video, the white plate is seen being moved from the sink to the cabinet and back again, indicating its re-entry into the frame. The kitchen features a window with potted plants, various appliances like a pressure cooker, and a wooden cutting board. The person systematically cleans and stores items, ending with a final wipe-down of the sink area."
+        ],
+        "level_2": [
+          "The video begins with a view of a cluttered kitchen sink area, where a white plate with a blue floral pattern sits among other dishes. The person moves around the kitchen, retrieving utensils from a drawer near the stove and placing clean dishes into a cabinet above the counter. The white plate is initially seen in the sink, then placed into the cabinet, and later returned to the sink area. The kitchen is bright, with natural light coming through a window adorned with potted plants, and various kitchen items like a pressure cooker and cutting board are visible.",
+          "In the middle of the video, the person continues organizing the kitchen by washing dishes at the sink. The white plate with the blue floral pattern is washed along with other items such as cups and bowls. The person then places the cleaned plate into the cabinet, alongside other plates and mugs. The surrounding area includes a gas stove, a wooden cutting board, and various kitchen containers. The focus remains on the systematic cleaning and storage process.",
+          "The final part of the video shows the person finishing up the cleaning tasks. After placing the white plate into the cabinet, they proceed to wash additional items at the sink, including a small cup and a spoon. The person then wipes down the sink area with a sponge, ensuring everything is spotless. The video concludes with the person tidying up the sink area, leaving the kitchen organized and clean."
+        ],
+        "level_3": [
+          "The video opens with a close-up of a cluttered kitchen sink area, featuring a white plate with a blue floral pattern that has food remnants on it. The person's hands are seen moving around, picking up items from the sink and starting to organize the space. The background shows a window with potted plants and various kitchen appliances, including a pressure cooker.",
+          "The person retrieves utensils from a drawer near the stove and places them on the counter. They then move to the sink area, washing dishes including the white plate with the blue floral pattern. The person carefully places the cleaned plate into a cabinet above the counter, alongside other plates and mugs. The surrounding area includes a wooden cutting board and various kitchen containers.",
+          "Continuing from the previous scene, the person focuses on washing more dishes at the sink, including a small cup and a spoon. They place these cleaned items into the cabinet, ensuring everything is neatly stored. The kitchen remains well-lit with natural light, and the window with potted plants is still visible in the background.",
+          "The person proceeds to wipe down the sink area with a sponge, ensuring all surfaces are clean. They then rinse the sponge under running water and continue to tidy up the sink area. The white plate with the blue floral pattern is seen being placed back into the cabinet, completing the organization process.",
+          "In the final segment, the person gives the sink area a thorough cleaning, wiping down the stainless steel surface and ensuring all corners are spotless. They rinse the sponge one last time and place it aside. The video ends with the kitchen looking organized and clean, with the white plate with the blue floral pattern neatly stored in the cabinet."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_egoschema_ffbd754abb183449e593a6dadd3fb4dae99ab1e003e0f66a5937514b7d9cbb5d",
+    "video_path": "videos/mem_egoschema_ffbd754abb183449e593a6dadd3fb4dae99ab1e003e0f66a5937514b7d9cbb5d.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video shows a person assembling a white rectangular furniture panel with a grooved design on one side and a smooth surface. The person, wearing a pink watch and with blue nail polish, begins by placing the panel into a partially assembled white cabinet frame. They then attach a smaller white component to the inside of the cabinet, followed by securing the main panel using screws. Throughout the process, the camera captures various angles, including top-down views of the assembly, close-ups of the edges and screw placements, and side views showing the alignment of the panel within the structure. The person frequently refers to an instruction manual lying on the carpeted floor, ensuring accurate placement and secure fastening of all parts."
+        ],
+        "level_2": [
+          "The video begins with a close-up of a person's hand placing a white rectangular furniture panel into a partially assembled cabinet frame. The person, identifiable by their blue nail polish and pink watch, aligns the panel carefully. Next, they attach a smaller white component to the inside of the cabinet, ensuring it fits snugly. The scene transitions to the person picking up screws from a plastic bag on the carpeted floor and beginning to secure the main panel to the frame. The camera captures detailed views of the screwing process from multiple angles, emphasizing the precision required for proper assembly.",
+          "In the middle section, the person continues assembling the furniture by tightening screws into the white panel, which has a small oval cutout near its edge. The camera provides close-up shots of the hands working meticulously, ensuring each screw is properly aligned and secured. The person occasionally refers to the instruction manual on the floor, checking diagrams and steps to ensure accuracy. The focus remains on the interaction between the hands, the tools, and the furniture components, highlighting the step-by-step nature of the assembly process.",
+          "The final part of the video shows the person completing the assembly by attaching the remaining screws and making final adjustments to the white panel. The camera captures the person's hands as they check the stability and alignment of the panel from different perspectives. The instruction manual is still visible on the floor, serving as a reference. The video concludes with a view of the fully assembled cabinet, showcasing the clean lines and precise fit of the white panel within the structure."
+        ],
+        "level_3": [
+          "The video opens with a close-up shot of a person's hand, adorned with blue nail polish and a pink watch, placing a white rectangular furniture panel into a partially assembled cabinet frame. The panel features a grooved design on one side and a smooth surface. The person carefully aligns the panel, ensuring it fits correctly within the frame.",
+          "Next, the person picks up a smaller white component from the carpeted floor and attaches it to the inside of the cabinet. They then proceed to pick up screws from a plastic bag and begin inserting them into pre-drilled holes on the panel. The camera captures detailed close-ups of the screwing process, showing the person's hands working methodically to secure the panel in place.",
+          "As the assembly progresses, the person continues to tighten screws into the white panel, focusing on ensuring each one is properly aligned and securely fastened. The camera angle shifts to provide top-down views of the cabinet, highlighting the precision required for this step. The person occasionally glances at the instruction manual on the floor, following the diagrams and steps closely.",
+          "The video then shows the person making final adjustments to the white panel, checking its stability and alignment from various angles. The camera captures the person's hands as they use a screwdriver to make any necessary tweaks, ensuring the panel is perfectly fitted within the cabinet frame. The instruction manual remains visible, serving as a constant reference throughout the process.",
+          "In the concluding segment, the person completes the assembly by attaching the last few screws and making final checks to ensure everything is secure. The camera provides a comprehensive view of the fully assembled cabinet, showcasing the clean lines and precise fit of the white panel. The video ends with a shot of the completed furniture piece, highlighting the successful assembly process."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_dl3dv_13fdcb2da929d42b26bf66aef281e988a05fb3e2b87232ad13b9bd6b6f552e4e",
+    "video_path": "videos/mem_dl3dv_13fdcb2da929d42b26bf66aef281e988a05fb3e2b87232ad13b9bd6b6f552e4e.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of a distinctive pine tree with layered, horizontally spreading branches, standing prominently in the center of a sunlit lawn. The camera slowly circles around the tree in a clockwise direction, revealing its sculpted form and dense green needles catching the golden hour sunlight. To the left, a white curved pathway winds gently through the manicured grass, bordered by lush background green shrubs and mature trees that create a soft, natural backdrop. As the camera continues its orbit, the sun occasionally flares into frame from behind the tree’s upper branches, casting dappled shadows across the lawn. The tree’s trunk is slender but sturdy, and each tier of branches appears intentionally shaped, almost like a living sculpture. The surrounding landscape includes neatly trimmed hedges and distant foliage that adds depth to the scene. Continuing from the mid-point, the camera tilts slightly upward to emphasize the tree’s height and the intricate texture of its foliage against the clear blue sky. The white curved pathway reappears on the right side as the camera completes its arc, now showing how it leads toward a partially visible house or structure nestled among more greenery. Finally, the camera returns to a frontal view of the tree, completing the full 360-degree rotation, with the sun dipping lower on the horizon, bathing the entire scene in warm, late-afternoon light, highlighting the contrast between the dark green pine and the bright white path, all framed by the serene background of shrubs and trees."
+        ],
+        "level_2": [
+          "The video starts with a slow clockwise camera movement around a distinctive pine tree with layered, horizontally spreading branches, centered on a sunlit lawn. A white curved pathway is visible to the left, winding through the grass, while background green shrubs and trees form a lush, natural border. Sunlight filters through the tree’s upper branches, creating lens flare and casting dynamic shadows on the ground.",
+          "Continuing from the first third, the camera progresses halfway around the tree, now capturing its full sculptural form from a side angle. The layered branches are clearly defined, and the texture of the needles glistens in the golden hour light. The white curved pathway curves behind the tree, leading toward distant foliage, while the background remains rich with green shrubs and trees that enhance the depth of the scene.",
+          "Finally, the camera completes its circular motion, returning to a near-frontal view of the pine tree. The sun dips lower, intensifying the warm lighting and emphasizing the contrast between the dark green foliage and the bright white pathway. Background green shrubs and trees frame the scene as the camera subtly tilts up to capture the tree’s crown against the blue sky, concluding the full rotation with a serene, sun-drenched composition."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a static wide shot of a distinctive pine tree with layered, horizontally spreading branches, standing tall in the center of a sunlit lawn. To the left, a white curved pathway begins to appear, winding gently through the grass, with background green shrubs and trees softly framing the scene under a clear blue sky. The camera begins a slow clockwise pan around the tree; the layered branches become more visible, and sunlight catches the tips of the needles, creating subtle glints. The white curved pathway becomes more prominent, curving behind the tree, while background green shrubs and trees remain steady in the distance.",
+          "20-40%: Continuing the clockwise movement, the camera reveals the left flank of the pine tree. The texture of its foliage is detailed, with individual needle clusters visible. The sun begins to peek through the upper branches, causing gentle lens flare, while the white curved pathway extends further into the background amid green shrubs and trees. Midway through the orbit, the camera captures a side profile of the tree, emphasizing its sculpted, tiered structure. The white curved pathway now curves behind the tree, partially obscured by foliage. Background green shrubs and trees add depth, and the sun casts long shadows across the sunlit lawn.",
+          "40-60%: As the camera moves past the midpoint, it shows the rear-left quadrant of the tree. The layered branches appear denser here, and the sunlight illuminates the underside of the foliage. The white curved pathway emerges again on the far side, leading toward a distant treeline framed by green shrubs and trees. The camera continues its clockwise arc, revealing the right flank of the pine tree. The white curved pathway is now visible on the right side of the frame, snaking away into the background. Sunlight filters through the upper canopy, creating a halo effect around the tree’s crown, with background green shrubs and trees providing a verdant backdrop.",
+          "60-80%: Nearing completion of the circle, the camera shows the front-right view of the tree. The layered branches are fully illuminated by the setting sun, casting dramatic shadows on the lawn. The white curved pathway re-enters the frame prominently on the right, leading toward a glimpse of a structure hidden among background green shrubs and trees. The camera subtly tilts upward to emphasize the tree’s height and the intricate texture of its foliage against the clear blue sky, while the sun dips lower, intensifying the warm lighting and emphasizing contrast between dark green foliage and the bright white path.",
+          "80-100%: Finally, the camera returns to a near-frontal view of the distinctive pine tree, completing the full 360-degree orbit. The sun sits low on the horizon, bathing the entire scene in warm, golden light. The white curved pathway and background green shrubs and trees frame the tree symmetrically, concluding the sequence with a serene, balanced composition. The tree’s trunk remains slender but sturdy, each tier of branches appearing intentionally shaped, and the surrounding landscape includes neatly trimmed hedges and distant foliage that adds depth to the scene."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a static wide shot of a distinctive pine tree with layered, horizontally spreading branches, standing tall in the center of a sunlit lawn. To the left, a white curved pathway begins to appear, winding gently through the grass, with background green shrubs and trees softly framing the scene under a clear blue sky.",
+          "Part 2/8: The camera begins a slow clockwise pan around the tree. The layered branches become more visible, and sunlight catches the tips of the needles, creating subtle glints. The white curved pathway becomes more prominent, curving behind the tree, while background green shrubs and trees remain steady in the distance.",
+          "Part 3/8: Continuing the clockwise movement, the camera reveals the left flank of the pine tree. The texture of its foliage is detailed, with individual needle clusters visible. The sun begins to peek through the upper branches, causing gentle lens flare, while the white curved pathway extends further into the background amid green shrubs and trees.",
+          "Part 4/8: Midway through the orbit, the camera captures a side profile of the tree, emphasizing its sculpted, tiered structure. The white curved pathway now curves behind the tree, partially obscured by foliage. Background green shrubs and trees add depth, and the sun casts long shadows across the sunlit lawn.",
+          "Part 5/8: The camera moves past the midpoint, now showing the rear-left quadrant of the tree. The layered branches appear denser here, and the sunlight illuminates the underside of the foliage. The white curved pathway emerges again on the far side, leading toward a distant treeline framed by green shrubs and trees.",
+          "Part 6/8: As the camera continues its clockwise arc, it reveals the right flank of the pine tree. The white curved pathway is now visible on the right side of the frame, snaking away into the background. Sunlight filters through the upper canopy, creating a halo effect around the tree’s crown, with background green shrubs and trees providing a verdant backdrop.",
+          "Part 7/8: Nearing completion of the circle, the camera shows the front-right view of the tree. The layered branches are fully illuminated by the setting sun, casting dramatic shadows on the lawn. The white curved pathway re-enters the frame prominently on the right, leading toward a glimpse of a structure hidden among background green shrubs and trees.",
+          "Part 8/8: Finally, the camera returns to a near-frontal view of the distinctive pine tree, completing the full 360-degree orbit. The sun sits low on the horizon, bathing the entire scene in warm, golden light. The white curved pathway and background green shrubs and trees frame the tree symmetrically, concluding the sequence with a serene, balanced composition."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_dl3dv_cc40635ee536377bb36fbea01fce5d2cd1c3e3bf56ba8299a84f66a3b9293b7a",
+    "video_path": "videos/mem_dl3dv_cc40635ee536377bb36fbea01fce5d2cd1c3e3bf56ba8299a84f66a3b9293b7a.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of an empty, brightly lit indoor shopping mall corridor. The camera slowly pans right, revealing a central seating area composed of four plush orange armchairs arranged around two round black coffee tables on top of a large rectangular black rug. In the background, the Macy's storefront is prominently visible with its red star logo and illuminated signage. As the camera continues to rotate clockwise, it passes a digital kiosk mounted on a silver pedestal to the left of the seating area. Further along the pan, a Coca-Cola vending machine appears in the distance near a store entrance with yellow trim. The camera then reveals 'The Children’s Place' store sign hanging overhead as it completes its circular motion. The flooring throughout is white tiled with black grout lines. The lighting is uniformly bright from recessed ceiling fixtures. Finally, the camera returns to its starting point, completing a full 360-degree sweep around the seating arrangement, capturing all mandatory landmarks: the orange armchairs, round coffee tables, black rug, Macy’s storefront, digital kiosk, Coca-Cola vending machine, and The Children’s Place store — each appearing in sequence as the camera moves smoothly and steadily around the space."
+        ],
+        "level_2": [
+          "The video starts with a wide shot of a spacious, well-lit mall interior centered on a seating arrangement of four orange armchairs and two round black coffee tables placed atop a black rug. The camera begins a slow clockwise rotation, initially facing the Macy’s storefront with its glowing red star logo. As it pans right, the digital kiosk on a silver pedestal comes into view beside the seating area. The white tiled floor with black grid lines extends throughout, and distant store entrances are visible under bright ceiling lights.",
+          "Continuing from the previous segment, the camera pans further right, now revealing a Coca-Cola vending machine positioned near a store with yellow trim. The movement continues past the vending machine, bringing 'The Children’s Place' store sign into frame overhead. The camera maintains a steady, smooth circular motion around the seating area, keeping the orange armchairs and black coffee tables consistently in the foreground while the background elements shift accordingly.",
+          "Finally, the camera completes its 360-degree rotation, returning to face the Macy’s storefront once more. The full loop captures all mandatory landmarks in sequence: the orange armchairs, round coffee tables, black rug, digital kiosk, Coca-Cola vending machine, and The Children’s Place store. The environment remains consistent — clean, quiet, and brightly lit — with no people present. The video ends exactly where it began, having fully circled the central seating area."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a static wide shot of an empty, brightly lit mall corridor. Centered is a seating area with four orange armchairs and two round black coffee tables on a black rug. Behind them, the Macy’s storefront glows with its red star logo. The white tiled floor with black grout lines extends outward under uniform recessed ceiling lighting. The camera begins a slow clockwise pan, and the silver digital kiosk on a pedestal enters the left edge of the frame while Macy’s remains prominent.",
+          "20-40%: Continuing the clockwise pan, the digital kiosk moves toward center-left as the Macy’s storefront exits the right side of the frame. A distant store entrance with yellow trim becomes visible in the background. The camera proceeds further right, revealing a Coca-Cola vending machine positioned near that yellow-trimmed store entrance. The orange armchairs, black coffee tables, and black rug remain fixed in the foreground throughout this segment.",
+          "40-60%: The Coca-Cola vending machine is now centered in the mid-background as the camera continues its rotation. Above it, the hanging sign for 'The Children’s Place' store comes into view. The lighting remains uniformly bright, and the white tiled floor pattern stays consistent. The foreground elements—orange armchairs, round black coffee tables, and black rug—are still clearly visible and anchored in the composition.",
+          "60-80%: The Children’s Place store sign becomes more prominent as the camera pans past it, and the orange armchairs and black coffee tables continue to rotate with the perspective. The black rug remains sharply defined against the white tiles. As the pan progresses, the digital kiosk reappears on the far left, and the Macy’s storefront begins to re-enter at the far right edge of the frame. The environment remains quiet, clean, and devoid of people.",
+          "80-100%: The camera completes its 360-degree rotation, returning directly to face the Macy’s storefront once more. All mandatory landmarks—the orange armchairs, round coffee tables, black rug, digital kiosk, Coca-Cola vending machine, and The Children’s Place store—have been captured sequentially during the pan. The video ends exactly where it began, with identical framing, lighting, and spatial arrangement, maintaining the sterile, brightly lit atmosphere."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a static wide shot of an empty mall corridor. Centered in the frame is a seating area with four orange armchairs and two round black coffee tables on a black rug. Behind them, the Macy’s storefront glows with its red star logo. The white tiled floor stretches outward under bright overhead lighting.",
+          "Part 2/8: The camera begins a slow clockwise pan. The Macy’s storefront remains prominent as the left edge of the frame reveals a silver digital kiosk standing beside the seating area. The orange armchairs and black coffee tables remain fixed in the center, while the background begins to shift slightly.",
+          "Part 3/8: Continuing the clockwise pan, the digital kiosk moves toward the center-left of the frame. The Macy’s storefront exits the right side of the view. A distant store entrance with yellow trim becomes visible in the background, and the white tiled floor pattern remains consistent.",
+          "Part 4/8: The camera pans further right, now showing a Coca-Cola vending machine in the mid-background near the yellow-trimmed store entrance. The orange armchairs and black coffee tables still dominate the foreground, and the black rug beneath them remains clearly visible.",
+          "Part 5/8: The Coca-Cola vending machine is now centered in the background as the camera continues its rotation. Above it, the sign for 'The Children’s Place' store comes into view, hanging from the ceiling. The lighting remains uniformly bright, and the tiled floor extends continuously.",
+          "Part 6/8: The Children’s Place store sign becomes more prominent as the camera pans past it. The orange armchairs and black coffee tables remain anchored in the foreground, rotating with the camera’s perspective. The black rug beneath them stays clearly defined against the white tiles.",
+          "Part 7/8: The camera continues its clockwise arc, now beginning to reveal the digital kiosk again on the far left. The Macy’s storefront starts to reappear at the far right edge of the frame. The scene remains devoid of people, maintaining a quiet, sterile atmosphere.",
+          "Part 8/8: Finally, the camera completes its 360-degree rotation, returning to face the Macy’s storefront directly. All mandatory landmarks — orange armchairs, round coffee tables, black rug, digital kiosk, Coca-Cola vending machine, and The Children’s Place store — have been captured in sequence during the pan. The video ends precisely where it began, with the same composition and lighting."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_egoschema_47473f9b5638b998bfc9addb37fed7439fca0ebddb667d220b21101d30ecb2c9",
+    "video_path": "videos/mem_egoschema_47473f9b5638b998bfc9addb37fed7439fca0ebddb667d220b21101d30ecb2c9.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video begins with a black screen, transitioning to an outdoor scene where a person is handling blue plastic egg tray holders. The person carries the bright blue rectangular trays, each holding three stacked white egg cartons, and places them on a tiled ground for drying. The camera captures various angles of the process, showing the person moving around the workspace, picking up trays from a metal rack, and placing them down in an organized manner. The blue trays show signs of wear and paint chipping, indicating frequent use. The video concludes with the person returning an empty tray to the rack."
+        ],
+        "level_2": [
+          "The video opens with a black screen, followed by a scene where a person is seen holding a blue plastic egg tray holder with three white egg cartons on it. The person walks towards a tiled outdoor area and places the tray down. The camera then shows the person picking up another tray from a metal rack filled with similar trays. The next part of the video focuses on the person carrying the tray, displaying it from different angles as they move around the workspace. The final part shows the person placing the tray down and returning an empty one to the rack.",
+          "Continuing from the previous scene, the person is actively engaged in the task of handling the blue plastic egg tray holders. The camera captures close-up views of the person's hands as they pick up and place the trays, emphasizing the repetitive nature of the work. The background shows a metal rack loaded with trays, and the tiled ground is visible throughout. The person moves methodically, ensuring each tray is placed neatly for drying.",
+          "Finally, the video shows the person completing the cycle of handling the egg tray holders. The camera follows the person as they return an empty tray to the metal rack. The focus remains on the blue trays and the white egg cartons, highlighting the wear and tear on the trays. The person's movements are deliberate and efficient, showcasing the routine process of organizing the trays for drying in the outdoor workspace."
+        ],
+        "level_3": [
+          "The video starts with a black screen, which quickly transitions to an outdoor setting. A person is seen holding a blue plastic egg tray holder with three white egg cartons on it. The person is wearing dark clothing and sandals, and their hands are visible as they handle the tray. The ground is made of large, square tiles, and the lighting suggests it is daytime with shadows cast on the ground.",
+          "The person walks towards a metal rack filled with similar blue plastic egg tray holders, each containing white egg cartons. The camera angle shifts to show the person picking up another tray from the rack. The focus is on the person's hands and the tray, with the background showing the tiled ground and the metal rack.",
+          "The person carries the tray across the tiled outdoor area, and the camera captures various angles of the tray and the egg cartons. The person places the tray down on the ground, arranging it neatly among other trays already there. The camera provides close-up views of the egg cartons and the blue tray, emphasizing the details of the objects.",
+          "The person continues to handle the trays, picking up another one from the metal rack. The camera follows the person's movements, showing the tray being carried and placed down. The background remains consistent with the tiled ground and the metal rack filled with trays. The person's actions are smooth and practiced, indicating familiarity with the task.",
+          "In the final segment, the person returns an empty blue plastic egg tray holder to the metal rack. The camera captures the person's hands as they place the empty tray back onto the rack. The video concludes with a view of the organized trays on the ground and the metal rack, showcasing the completed cycle of handling the egg tray holders."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_dl3dv_bd3da6c5820ac1c1fcf0149c3e952c04be4d3a23595f19d269df09107ac3a959",
+    "video_path": "videos/mem_dl3dv_bd3da6c5820ac1c1fcf0149c3e952c04be4d3a23595f19d269df09107ac3a959.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a low-angle, upward-looking shot moving slowly through a narrow urban alleyway at night. The camera glides forward beneath a concrete ceiling embedded with recessed lights that cast soft pools of illumination on the gray surfaces below. To the right, a parked white car is visible under the overhang of a modern building, partially illuminated by ambient light. Above, multi-story glass windows are brightly lit from within, revealing interior spaces with warm yellow lighting and occasional silhouettes or furniture. As the camera continues its steady ascent, it tilts slightly upward, capturing more of the vertical architecture — including balconies, metal railings, and structural beams. The illuminated glass windows dominate the upper frame, arranged in grid-like patterns across multiple floors, each pane glowing with interior activity. The camera then briefly pans to the left, revealing a dark brick wall adjacent to the alley, before returning to center and continuing its upward trajectory. At one point, the camera passes directly beneath a large, flat concrete slab overhead, momentarily plunging the frame into near darkness before emerging again into the glow of the upper-level windows. The final moments show the camera still ascending, now focused entirely on the towering facade of illuminated glass windows stretching into the night sky, their reflections shimmering against the dark surroundings, while the concrete ceiling and recessed lights remain faintly visible at the bottom edge of the frame."
+        ],
+        "level_2": [
+          "The video starts with a slow, low-angle tracking shot moving forward through a dimly lit urban alley at night. The camera looks up toward a concrete ceiling lined with recessed lights casting soft illumination. On the right side, a parked white car is partially visible under the overhang of a modern structure. Above, illuminated glass windows glow warmly from within, revealing glimpses of interior spaces. The camera begins its gradual upward tilt as it moves forward, emphasizing the height of the surrounding buildings.",
+          "Continuing from the previous segment, the camera ascends further, now focusing more intently on the vertically stacked illuminated glass windows. Each window pane reveals softly lit interiors with furniture silhouettes and occasional movement. The concrete ceiling with recessed lights remains visible at the bottom of the frame, but the view is increasingly dominated by the architectural grid of glowing windows. Midway, the camera briefly pans left to reveal a dark brick wall running alongside the alley, then returns to center, maintaining its upward trajectory.",
+          "Finally, the camera continues its steady ascent, now fully immersed in the towering facade of illuminated glass windows. The concrete ceiling and recessed lights become peripheral elements at the very bottom of the frame. The windows stretch upward into the night sky, their warm glows contrasting sharply with the surrounding darkness. The camera maintains its slow, deliberate motion, ending with a sustained upward gaze at the luminous grid of windows, creating a sense of vertical grandeur and urban isolation."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle shot moving forward through a narrow alley at night. A concrete ceiling with evenly spaced recessed lights is visible above, casting soft illumination. To the right, a parked white car is partially lit under an overhang. In the distance, illuminated glass windows glow warmly from upper floors. Continuing forward, the camera begins a gentle upward tilt; the concrete ceiling remains prominent with recessed lights creating circular pools of brightness, the parked white car stays visible on the right, and the illuminated glass windows grow larger in the frame, revealing interior details like furniture silhouettes.",
+          "20-40%: The camera ascends further, now focusing more on the illuminated glass windows spanning multiple floors. The concrete ceiling is still present at the bottom edge. The warm interior lighting contrasts with the dark exterior, and the grid-like arrangement of windows becomes more defined. The camera continues its upward motion, now centered on the glowing windows; the parked white car is no longer in view, while the concrete ceiling with recessed lights remains at the lower edge of the frame. The windows reveal more interior detail, including ceiling fixtures and occasional shadows.",
+          "40-60%: The camera briefly pans left, revealing a dark brick wall adjacent to the alley, then returns to center, maintaining its upward trajectory. The illuminated glass windows continue to dominate the upper frame, while the concrete ceiling with recessed lights occupies the lower portion. The camera then passes beneath a large, flat concrete slab, momentarily plunging the scene into near darkness. As it emerges, the illuminated glass windows reappear, glowing even brighter against the night, and the concrete ceiling with recessed lights is once again visible at the bottom.",
+          "60-80%: The camera continues its steady ascent, now almost entirely focused on the vertical array of illuminated glass windows. The concrete ceiling and recessed lights occupy only a thin strip at the bottom of the frame. The windows’ warm glows create a rhythmic pattern against the dark sky. The view is increasingly dominated by the architectural grid of glowing windows, each pane revealing softly lit interiors with furniture silhouettes and occasional movement, while structural elements like balconies, metal railings, and beams become more apparent.",
+          "80-100%: Finally, the camera holds its upward gaze on the towering facade of illuminated glass windows stretching into the night. The concrete ceiling and recessed lights are barely visible at the very bottom. The scene ends with a lingering view of the glowing grid, evoking a sense of urban solitude and architectural scale. The windows stretch upward into the night sky, their reflections shimmering against the dark surroundings, while the warm glows contrast sharply with the surrounding darkness."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle shot moving forward through a narrow alley at night. A concrete ceiling with evenly spaced recessed lights is visible above, casting soft illumination. To the right, a parked white car is partially lit under an overhang. In the distance, illuminated glass windows glow warmly from upper floors.",
+          "Part 2/8: Continuing forward, the camera begins a gentle upward tilt. The concrete ceiling remains prominent, with recessed lights creating circular pools of brightness. The parked white car stays visible on the right, while the illuminated glass windows grow larger in the frame, revealing interior details like furniture silhouettes.",
+          "Part 3/8: The camera ascends further, now focusing more on the illuminated glass windows spanning multiple floors. The concrete ceiling is still present at the bottom edge. The warm interior lighting contrasts with the dark exterior, and the grid-like arrangement of windows becomes more defined.",
+          "Part 4/8: The camera continues its upward motion, now centered on the glowing windows. The parked white car is no longer in view. The concrete ceiling with recessed lights remains at the lower edge of the frame. The windows reveal more interior detail, including ceiling fixtures and occasional shadows.",
+          "Part 5/8: The camera briefly pans left, revealing a dark brick wall adjacent to the alley. It then returns to center, maintaining its upward trajectory. The illuminated glass windows continue to dominate the upper frame, while the concrete ceiling with recessed lights occupies the lower portion.",
+          "Part 6/8: The camera passes beneath a large, flat concrete slab, momentarily plunging the scene into near darkness. As it emerges, the illuminated glass windows reappear, glowing even brighter against the night. The concrete ceiling with recessed lights is once again visible at the bottom.",
+          "Part 7/8: The camera continues its steady ascent, now almost entirely focused on the vertical array of illuminated glass windows. The concrete ceiling and recessed lights occupy only a thin strip at the bottom of the frame. The windows’ warm glows create a rhythmic pattern against the dark sky.",
+          "Part 8/8: Finally, the camera holds its upward gaze on the towering facade of illuminated glass windows stretching into the night. The concrete ceiling and recessed lights are barely visible at the very bottom. The scene ends with a lingering view of the glowing grid, evoking a sense of urban solitude and architectural scale."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1",
+    "video_path": "videos/mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video features a close-up shot of a woman with shoulder-length wavy brown hair and light-colored eyes (possibly green or hazel). She is wearing subtle natural makeup with a hint of eye shadow and a light-colored top, possibly white or off-white. Her expression transitions from a gentle smile to a more thoughtful look as she appears to be speaking or reacting to something. The background is softly lit and neutral, with a warm, dim ambiance that keeps the focus on her face. There are no accessories visible, and the camera remains steady throughout, maintaining a tight framing on her upper face and shoulders."
+        ],
+        "level_2": [
+          "The video opens with a close-up of the woman, highlighting her shoulder-length wavy brown hair and light-colored eyes. She begins with a soft, genuine smile, looking slightly upward as if engaged in a pleasant conversation. As the scene progresses, her expression shifts subtly, becoming more contemplative and focused, suggesting she is listening or thinking deeply. The lighting remains warm and consistent, casting a gentle glow on her face, while the background stays out of focus, ensuring all attention is on her facial expressions and subtle movements.",
+          "Continuing from the previous scene, the woman maintains her thoughtful demeanor. Her eyes remain expressive, shifting slightly as if processing information or responding to an unseen interlocutor. Her mouth moves gently, indicating she is speaking softly or articulating her thoughts. The warm, dim lighting continues to highlight her features, and the background remains unchanged, preserving the intimate and focused atmosphere of the shot.",
+          "In the final portion of the video, the woman's expression softens again into a gentle smile, mirroring her initial reaction. Her eyes convey a sense of warmth and connection, suggesting a positive or reflective conclusion to her interaction. The camera remains fixed, capturing the continuity of her appearance and the consistency of the lighting and background, reinforcing the emotional arc of the scene."
+        ],
+        "level_3": [
+          "The video begins with a close-up of the woman, showcasing her shoulder-length wavy brown hair and light-colored eyes. She starts with a warm, inviting smile, looking slightly upward as if engaged in a pleasant conversation. The soft, warm lighting highlights her natural makeup and the subtle texture of her hair, while the neutral background ensures the focus remains on her face.",
+          "As the scene progresses, the woman's expression shifts to a more contemplative look. Her eyes narrow slightly, and her lips move gently, indicating she is listening intently or reflecting on what is being said. The warm lighting continues to cast a soft glow on her face, emphasizing the subtle changes in her expression.",
+          "Her thoughtful demeanor persists as her eyes shift slightly, conveying a sense of engagement and attentiveness. The lighting remains consistent, maintaining the intimate and focused atmosphere of the shot. The background stays out of focus, ensuring all attention is on her facial expressions and subtle movements.",
+          "The woman's expression softens once more, transitioning into a gentle smile. Her eyes convey warmth and connection, suggesting a positive or reflective conclusion to her interaction. The camera remains steady, capturing the continuity of her appearance and the consistent lighting and background.",
+          "Finally, the woman maintains her gentle smile, her eyes reflecting a sense of contentment and satisfaction. The warm, dim lighting continues to highlight her features, and the background remains unchanged, preserving the intimate and focused atmosphere of the entire video."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06",
+    "video_path": "videos/mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens with two astronauts in white, bulky space suits adorned with red and blue stripes on the arms, American flag patches on the right arm and left shoulder, and mission patches on the left chest area. They are floating outside a spacecraft against the backdrop of the blackness of space, dotted with stars. The astronauts, wearing clear helmet visors that reveal their faces and black gloves with textured grips, begin by maneuvering around the exterior of the spacecraft. As they move, the camera follows them closely, capturing their detailed suits and the intricate machinery of the spacecraft. The scene transitions to show Earth in the background, with its blue oceans and white clouds visible, as the astronauts continue their work on the spacecraft's exterior panels and equipment."
+        ],
+        "level_2": [
+          "The video begins with a close-up view of two astronauts in white space suits, featuring red and blue stripes on the arms, American flag patches on the right arm and left shoulder, and mission patches on the left chest area. They are seen floating in the vastness of space, with the dark expanse and stars surrounding them. The astronauts, wearing clear helmet visors and black gloves, start by moving along the exterior of a spacecraft, inspecting and handling various components. The camera smoothly follows their movements, maintaining focus on their detailed suits and the complex machinery they interact with. As they progress, the backdrop shifts to reveal the stunning view of Earth, with its blue oceans and white clouds, providing a dramatic contrast to the blackness of space.",
+          "Continuing from the previous scene, the astronauts are now shown working on specific sections of the spacecraft's exterior. The camera angle shifts slightly, offering a clearer view of the intricate details of the spacecraft's panels and equipment. The astronauts, still in their white suits with distinctive markings, are seen using tools and manipulating components, their movements precise and deliberate. The Earth remains visible in the background, its vibrant colors and cloud patterns adding depth to the scene. The camera maintains a steady follow, ensuring that the astronauts' actions and the spacecraft's features are captured in detail.",
+          "Finally, the video shows the astronauts continuing their tasks on the spacecraft's exterior, with the camera providing a dynamic perspective that highlights their interactions with the machinery. The astronauts, still wearing their white suits with red and blue stripes, American flag patches, and mission patches, are seen working in tandem, their movements synchronized. The Earth's blue oceans and white clouds remain a constant backdrop, emphasizing the vastness of space. The camera captures the astronauts from various angles, ensuring that their detailed suits and the spacecraft's complex structure are consistently visible, maintaining spatial and visual continuity throughout the sequence."
+        ],
+        "level_3": [
+          "The video opens with a close-up shot of two astronauts in white space suits, featuring red and blue stripes on the arms, American flag patches on the right arm and left shoulder, and mission patches on the left chest area. They are floating in the vastness of space, surrounded by the blackness of the cosmos and scattered stars. The astronauts, wearing clear helmet visors and black gloves, begin by moving along the exterior of a spacecraft, their movements deliberate and focused. The camera follows them closely, capturing the intricate details of their suits and the complex machinery they interact with.",
+          "As the astronauts continue their work, the camera angle shifts slightly, providing a clearer view of the spacecraft's exterior panels and equipment. The astronauts, still in their white suits with distinctive markings, are seen using tools and manipulating components, their actions precise and methodical. The Earth begins to come into view in the background, its blue oceans and white clouds adding a vibrant contrast to the dark expanse of space. The camera maintains a steady follow, ensuring that the astronauts' detailed suits and the spacecraft's features are captured in detail.",
+          "The astronauts then move to a different section of the spacecraft, where they continue their meticulous work on the exterior panels. The camera provides a dynamic perspective, highlighting their interactions with the machinery and the intricate details of the spacecraft's structure. The Earth remains visible in the background, its vibrant colors and cloud patterns adding depth to the scene. The astronauts, still wearing their white suits with red and blue stripes, American flag patches, and mission patches, are seen working in tandem, their movements synchronized and purposeful.",
+          "As the sequence progresses, the camera captures the astronauts from various angles, ensuring that their detailed suits and the spacecraft's complex structure are consistently visible. The Earth's blue oceans and white clouds remain a constant backdrop, emphasizing the vastness of space and the astronauts' isolation. The astronauts continue their tasks with precision, their movements deliberate and focused, as they navigate the intricate machinery of the spacecraft.",
+          "Finally, the video concludes with the astronauts still engaged in their work on the spacecraft's exterior. The camera provides a final, sweeping view of their detailed suits and the complex machinery they interact with, with the Earth's vibrant colors and cloud patterns serving as a stunning backdrop. The astronauts' movements are captured in detail, ensuring that their identity and spatial consistency are maintained throughout the sequence, leaving a lasting impression of their dedication and skill in the vast expanse of space."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d",
+    "video_path": "videos/mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video shows two middle-aged men walking side-by-side at night along a dimly lit path bordered by tall bamboo stalks on the left and a building with windows on the right. The man on the left wears a white collared shirt under a dark V-neck sweater vest and a dark overcoat, while the man on the right is dressed in a black leather jacket over a dark shirt. Both have short dark hair and no visible accessories. The man on the left briefly touches his face with his right hand as they walk. The camera follows them from behind and slightly to the side, maintaining a steady shot that captures their consistent posture and appearance throughout the sequence."
+        ],
+        "level_2": [
+          "The video begins with the two men walking side-by-side at night. The man on the left is wearing a white collared shirt, a dark V-neck sweater vest, and a dark overcoat, while the man on the right is dressed in a black leather jacket over a dark shirt. They are walking along a path with tall bamboo stalks on the left and a building with windows on the right. The lighting is dim, creating a moody atmosphere. As they walk, the man on the left briefly touches his face with his right hand. The camera follows them smoothly, keeping them centered in the frame.",
+          "Continuing from the previous scene, the two men maintain their pace and position as they walk along the same path. The man on the left, in his white collared shirt and dark overcoat, remains composed, while the man on the right, in his black leather jacket, stays in profile view. The background remains consistent with the bamboo stalks and the building's windows. The camera continues to follow them from behind and slightly to the side, ensuring a continuous and stable shot.",
+          "Finally, the two men continue their walk along the path. The man on the left, still in his white collared shirt and dark overcoat, and the man on the right, in his black leather jacket, remain side-by-side. The bamboo stalks and the building with windows provide a consistent backdrop. The camera maintains its following shot, capturing their steady movement and consistent appearance throughout the sequence."
+        ],
+        "level_3": [
+          "The video opens with the two men walking side-by-side at night. The man on the left, wearing a white collared shirt under a dark V-neck sweater vest and a dark overcoat, and the man on the right, dressed in a black leather jacket over a dark shirt, are seen walking along a path lined with tall bamboo stalks on the left and a building with windows on the right. The lighting is dim, creating a subdued atmosphere. The camera follows them from behind and slightly to the side, capturing their initial movement.",
+          "As they continue walking, the man on the left briefly touches his face with his right hand, adjusting his collar. The man on the right remains in profile view, maintaining his pace. The background of bamboo stalks and the building's windows remains consistent. The camera continues to follow them smoothly, keeping them centered in the frame.",
+          "The two men proceed along the path, their pace steady and their positions unchanged. The man on the left, in his white collared shirt and dark overcoat, and the man on the right, in his black leather jacket, continue to walk side-by-side. The bamboo stalks and the building with windows provide a consistent backdrop. The camera maintains its following shot, ensuring a continuous and stable view.",
+          "As they move further along the path, the man on the left adjusts his collar again, while the man on the right remains focused ahead. The background elements, including the bamboo stalks and the building's windows, remain unchanged. The camera continues to follow them from behind and slightly to the side, capturing their steady movement.",
+          "Finally, the two men continue their walk along the path, maintaining their pace and position. The man on the left, in his white collared shirt and dark overcoat, and the man on the right, in his black leather jacket, remain side-by-side. The bamboo stalks and the building with windows provide a consistent backdrop. The camera maintains its following shot, capturing their final moments of the sequence."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_egoschema_c3ec7b6759d93ea72672328422f1f0c0ab27c03beeef370c9ad54809e57f8622",
+    "video_path": "videos/mem_egoschema_c3ec7b6759d93ea72672328422f1f0c0ab27c03beeef370c9ad54809e57f8622.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A nighttime urban scene unfolds as the camera follows a main pedestrian wearing a red shirt and black pants with a visible backpack. The bustling street is lined with brightly lit shops, including a 'Cruz Verde' pharmacy, and filled with pedestrians and parked cars. The camera moves through the crowded sidewalk, capturing the vibrant atmosphere of the city, with tall buildings and streetlights illuminating the area."
+        ],
+        "level_2": [
+          "The journey begins on a lively city street at night, with the main pedestrian in a red shirt leading the way. The camera captures the bustling environment, showcasing various storefronts like a hotel sign and a restaurant with outdoor seating. Pedestrians walk alongside parked cars, and the scene is illuminated by streetlights and neon signs, creating a dynamic and energetic atmosphere.",
+          "As the main pedestrian continues down the sidewalk, the camera reveals more of the urban landscape, including a green trash bin and a motorcycle parked near a shop. The street remains busy with people walking and cars passing by. The camera pans to show a red car parked along the curb and more storefronts, maintaining the vibrant nighttime city vibe.",
+          "The main pedestrian approaches a well-lit 'Cruz Verde' pharmacy, with the camera capturing the entrance and interior. Other pedestrians are seen walking nearby, and the street is still active with traffic and illuminated buildings. The scene transitions smoothly from the sidewalk to the storefront, highlighting the continuity of the urban environment."
+        ],
+        "level_3": [
+          "The video opens with a view of a bustling city street at night, focusing on a main pedestrian in a red shirt and black pants with a backpack. The camera follows this individual as they walk along the sidewalk, passing by various shops and restaurants. The street is lively, with bright lights from storefronts and streetlights creating a vivid atmosphere. People are seen walking, sitting at outdoor tables, and cars are parked along the curb.",
+          "The main pedestrian continues their walk, navigating through the crowded sidewalk. The camera captures close-up views of other pedestrians, including a person in a white shirt and another in a patterned dress. The scene includes a mix of parked cars, motorcycles, and street vendors, all contributing to the busy urban setting. The camera movement is dynamic, reflecting the energy of the city at night.",
+          "As the main pedestrian approaches a 'Cruz Verde' pharmacy, the camera focuses on the storefront, showing its bright interior and signage. The surrounding area remains bustling, with more pedestrians walking by and cars parked along the street. The camera captures the transition from the sidewalk to the storefront, highlighting the continuity of the urban environment and the vibrant nightlife.",
+          "The main pedestrian stands near the entrance of the 'Cruz Verde' pharmacy, with the camera capturing the details of the storefront and the activity inside. Other pedestrians are seen walking past, and the street remains busy with cars and streetlights illuminating the area. The camera angle shifts slightly, providing a broader view of the pharmacy and the surrounding urban landscape.",
+          "The video concludes with a wider shot of the city street at night, showcasing tall buildings, streetlights, and parked cars. The main pedestrian is still visible near the pharmacy, but the focus shifts to the overall urban environment. The camera captures the height of the buildings and the network of power lines against the dark sky, emphasizing the bustling and illuminated nature of the city at night."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_dl3dv_fa290517f6f5102ed0544020b826762485dc7fa96f8b49c408d7d54c96dd1580",
+    "video_path": "videos/mem_dl3dv_fa290517f6f5102ed0544020b826762485dc7fa96f8b49c408d7d54c96dd1580.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, sun-drenched view of a grand public monument situated in a lush green park under a bright blue sky with scattered white clouds. The central statue on pedestal, a towering bronze figure standing atop a multi-tiered stone base adorned with sculpted allegorical figures, dominates the frame. Surrounding the monument is a curved pathway made of light-colored paving stones that gracefully encircles the structure. Lush green lawn and mature trees frame the scene, casting soft shadows. In the background, a majestic neoclassical building with a dome rises behind the monument, its classical architecture contrasting with modern glass skyscrapers visible to the left and right. As the camera begins a slow, continuous circular orbit around the monument, it reveals different perspectives: the modern glass skyscraper glints in the sunlight as the camera pans left; then the neoclassical building reappears behind the monument as the camera moves right. Sun flares occasionally streak across the lens, enhancing the vividness of the day. The camera tilts up to emphasize the height of the central statue against the blue sky, then lowers to capture the intricate details of the sculpted figures at the base — one seated, draped in flowing robes, another gesturing outward. The movement continues seamlessly, alternating between low-angle shots that dramatize the monument’s scale and eye-level views that integrate the surrounding urban landscape. Throughout the sequence, the curved pathway remains visible, guiding the viewer’s eye around the monument, while the green lawn and trees provide a natural buffer between the historic sculpture and the modern cityscape. The video concludes with the camera completing its full 360-degree sweep, returning to the initial framing but now enriched by the full context of the environment — the blue sky with clouds still overhead, the stone base with sculpted figures clearly detailed, the modern glass skyscraper and neoclassical building with dome both visible in their respective positions, and the pathway curving around the monument, all bathed in golden afternoon light."
+        ],
+        "level_2": [
+          "The video opens with a sweeping wide shot of a monumental statue on a stone pedestal, surrounded by green lawn and mature trees under a vibrant blue sky with scattered clouds. A curved paved pathway encircles the monument. Behind it stands a grand neoclassical building with a dome, while modern glass skyscrapers flank the scene on either side. The camera begins a slow, clockwise orbit around the monument, capturing the interplay of sunlight and shadow. As it moves, the modern glass skyscraper becomes more prominent on the left, reflecting the sky, while the neoclassical building remains visible behind the monument. The central statue towers above, and the sculpted figures at the base begin to come into sharper focus.",
+          "Continuing from the previous segment, the camera completes its mid-orbit around the monument, now revealing the back and right-side angles. The stone base with sculpted figures — including a seated robed figure and a gesturing allegorical form — is clearly detailed. The sun flares dramatically as the camera tilts upward toward the central statue against the blue sky. The green lawn stretches out on all sides, bordered by trees that sway gently. The modern glass skyscraper remains visible on the right, while the neoclassical building with the dome reappears as the camera circles back. The curved pathway continues to guide the eye around the monument, emphasizing its centrality in the urban park setting.",
+          "Finally, the camera nears the completion of its full 360-degree rotation, returning to a framing similar to the opening shot but now enriched with the full spatial context. The central statue on pedestal is once again centered, with the stone base and sculpted figures prominently displayed. The curved pathway wraps around the monument, leading the viewer’s gaze through the green lawn and trees. The blue sky with clouds remains overhead, and the modern glass skyscraper and neoclassical building with dome are both visible in their original positions, creating a harmonious blend of historic and contemporary architecture. The camera lingers for a moment, allowing the viewer to absorb the entire scene before the video ends."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a wide-angle shot of a grand stone monument featuring a central bronze statue on a multi-tiered stone pedestal, set within a verdant park under a clear blue sky with scattered white clouds. Green lawn and mature trees surround the structure, and a curved paved pathway encircles the monument. In the background, a neoclassical building with a dome is visible, and to the left, a modern glass skyscraper reflects sunlight. The camera begins a slow clockwise orbit around the monument, bringing the modern glass skyscraper into greater prominence while the neoclassical building remains partially visible behind the monument; details of the stone base—including a seated draped figure—become more discernible, and sun flares appear as the camera tilts slightly upward.",
+          "20-40%: Continuing the orbit, the camera moves to show the monument’s left flank and then its rear. The curved pathway remains clearly visible winding around the base, with trees framing the edges and green lawn extending toward the foreground. The modern glass skyscraper dominates the left background, while the neoclassical building with the dome peeks from behind trees on the right in the earlier part of this segment; by mid-segment, the neoclassical building is temporarily obscured by trees as the central statue appears silhouetted against the bright blue sky. The sculpted allegorical figures on the stone base—including a gesturing form—are shown in profile and then from behind, emphasizing their placement and posture.",
+          "40-60%: The camera progresses to the right side of the monument, beginning to reveal the front again. The green lawn and trees remain consistent in foreground and background, with sunlight casting long shadows that enhance the texture of the stone base and sculpted figures. The neoclassical building with the dome re-emerges in the background, now more centered, while the modern glass skyscraper remains visible on the far right edge of the frame. As the orbit continues, the central statue is framed between the neoclassical building and the modern skyscraper, and the curved pathway curves gracefully around the base, guiding the eye through the landscape; sculpted figures are illuminated by direct sunlight, revealing fine details in drapery and posture.",
+          "60-80%: Approaching the final quarter, the camera tilts upward briefly to emphasize the central statue against the blue sky with clouds, then lowers to capture the full stone base with sculpted figures from a three-quarter angle. The green lawn and trees frame the scene symmetrically. The neoclassical building with the dome is fully visible behind the monument, and the modern glass skyscraper appears on the left, completing the architectural contrast. Sun flares occasionally streak across the lens, and the camera maintains a smooth, continuous motion, alternating between low-angle shots dramatizing scale and eye-level views integrating the urban context.",
+          "80-100%: The camera completes its 360-degree orbit, returning to the initial framing: the central statue on pedestal is centered once again, surrounded by the curved pathway, green lawn, and trees. The blue sky with clouds remains overhead, and both the modern glass skyscraper and the neoclassical building with the dome are visible in their original positions. The stone base with sculpted figures is clearly detailed, and the entire scene is bathed in golden afternoon light. The video ends with a lingering shot that encapsulates the harmony between nature, historic sculpture, and modern cityscape, enriched by the full spatial context gained through the full rotation."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a wide-angle shot of a grand stone monument featuring a central statue on a pedestal, set within a verdant park. Green lawn and tall trees surround the structure under a clear blue sky with wispy clouds. A curved pathway encircles the monument. In the background, a neoclassical building with a dome is visible, and to the left, a modern glass skyscraper reflects the sunlight. The camera begins a slow clockwise pan around the monument.",
+          "Part 2/8: Continuing the orbit, the camera moves slightly left, bringing the modern glass skyscraper into greater prominence while the neoclassical building remains partially visible behind the monument. The central statue looms large against the blue sky. Details of the stone base with sculpted figures — including a seated draped figure — become more discernible. Sunlight creates lens flares as the camera tilts slightly upward, highlighting the monument’s verticality.",
+          "Part 3/8: The camera continues its circular motion, now positioned to show the monument’s left flank. The curved pathway is clearly visible winding around the base. Trees frame the edges of the shot, and the green lawn extends toward the foreground. The modern glass skyscraper dominates the left background, while the neoclassical building with the dome peeks from behind the trees on the right. The sculpted figures on the stone base are shown in profile.",
+          "Part 4/8: Midway through the orbit, the camera focuses on the rear of the monument. The central statue appears silhouetted against the bright blue sky. The stone base’s sculpted figures — including a gesturing allegorical figure — are now seen from behind. The curved pathway continues to curve around the structure. The neoclassical building with the dome is temporarily obscured by trees, while the modern glass skyscraper remains visible to the far left.",
+          "Part 5/8: The camera moves to the right side of the monument, beginning to reveal the front again. The green lawn and trees remain consistent in the foreground and background. The sun casts long shadows, enhancing the texture of the stone base and sculpted figures. The neoclassical building with the dome re-emerges in the background, now more centered. The modern glass skyscraper is still visible on the far right edge of the frame.",
+          "Part 6/8: The camera continues its clockwise arc, now showing the monument’s right flank. The central statue on pedestal is framed between the neoclassical building with the dome and the modern glass skyscraper. The curved pathway curves gracefully around the base, leading the eye through the green lawn. The sculpted figures on the stone base are illuminated by direct sunlight, revealing fine details in their drapery and posture.",
+          "Part 7/8: As the camera approaches the final quarter of its orbit, it tilts upward briefly to emphasize the central statue against the blue sky with clouds. Then it lowers to capture the full stone base with sculpted figures, now viewed from a three-quarter angle. The green lawn and trees frame the scene symmetrically. The neoclassical building with the dome is fully visible behind the monument, and the modern glass skyscraper appears on the left, completing the architectural contrast.",
+          "Part 8/8: The camera completes its 360-degree orbit, returning to the initial framing. The central statue on pedestal is centered once again, surrounded by the curved pathway, green lawn, and trees. The blue sky with clouds remains overhead, and both the modern glass skyscraper and the neoclassical building with the dome are visible in their original positions. The video ends with a lingering shot that encapsulates the harmony between nature, history, and modernity."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_egoschema_75dd2f45336cdc165e62783f0ab5693f62ffac38de9cbb5e50e54b51a0b312bb",
+    "video_path": "videos/mem_egoschema_75dd2f45336cdc165e62783f0ab5693f62ffac38de9cbb5e50e54b51a0b312bb.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video shows a person sanding and painting a light brown wooden handrail attached to stone steps on a spiral staircase. The person, wearing black pants, a black top, and pink sneakers, moves around the staircase, providing various angles of the handrail as they work. The camera follows their movements closely, capturing the smooth surface of the wood and its vertical and horizontal positioning along the steps. The surrounding area includes green plants, a tiled patio, and some scattered items like bags and tools."
+        ],
+        "level_2": [
+          "The video begins with the person sanding the light brown wooden handrail while seated on the stone steps of a spiral staircase. They move around the railing, ensuring all sides are sanded evenly. The camera captures close-up views of their hands working on the smooth surface of the wood. As they continue, the person transitions from sanding to painting the handrail, using a brush to apply paint in even strokes.",
+          "In the middle section, the person continues to paint the wooden handrail, moving methodically along its length. The camera angle shifts slightly, showing more of the surrounding garden area with green plants and a tiled patio. The person adjusts their position on the steps to reach different parts of the railing, ensuring thorough coverage of the paint.",
+          "The final part of the video shows the person finishing the painting process on the handrail. They carefully apply paint to the edges and corners, ensuring a smooth and even finish. The camera captures the completed sections of the handrail, highlighting the contrast between the newly painted areas and the remaining unpainted portions. The person then steps back to assess their work before continuing."
+        ],
+        "level_3": [
+          "The video opens with the person sitting on the stone steps of a spiral staircase, sanding the light brown wooden handrail. They use their hands to smooth the surface, moving along the railing to ensure even sanding. The camera focuses on their actions, capturing the texture of the wood and the details of their movements.",
+          "As the person continues, they transition from sanding to painting the handrail. They pick up a paintbrush and begin applying paint in smooth, even strokes. The camera follows their hands, showing the gradual transformation of the wood as it is coated with paint. The surrounding garden area with green plants becomes more visible as the person moves around the staircase.",
+          "The person meticulously paints the entire length of the handrail, paying attention to the edges and corners. They adjust their position on the steps to reach different sections, ensuring complete coverage. The camera captures the progress, showing the contrast between the painted and unpainted areas of the wood.",
+          "Moving further along the staircase, the person continues painting the handrail, focusing on the lower sections. The camera angle shifts to provide a broader view of the staircase and the garden below. The person's careful application of paint is evident as they work their way down the railing.",
+          "Finally, the person completes the painting process, stepping back to inspect their work. The camera captures the fully painted handrail, showcasing the smooth finish and the enhanced appearance of the wood. The person appears satisfied with the results, having transformed the handrail through their diligent efforts."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_dl3dv_8b2495421084723ea2151e09fbb096adf682f541eb2a42c26ce57578b56d8a97",
+    "video_path": "videos/mem_dl3dv_8b2495421084723ea2151e09fbb096adf682f541eb2a42c26ce57578b56d8a97.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of an urban plaza featuring a black metal bench centered on a red-and-white tiled floor, surrounded by modern glass skyscrapers reflecting the sky and adjacent buildings. The camera slowly pans left, revealing a stone building adorned with majestic stone lion statues guarding its entrance, while a balustrade railing runs along the edge of the elevated plaza. As the camera continues to circle around the bench, it captures reflections in the glass building’s facade, including passing clouds and nearby architecture. A classic streetlamp stands near the railing, adding to the civic aesthetic. The camera then tilts upward slightly to emphasize the towering glass skyscraper before sweeping right to show another angle of the plaza, where additional benches and trash receptacles are visible. Continuing from this vantage point, the camera circles back toward the initial position, capturing the interplay of light and shadow across the geometric tiles and highlighting the contrast between classical stone architecture and sleek modern glass. Finally, the camera zooms in gently on the black metal bench as it completes its circular path, ending with a close-up that emphasizes the bench’s ornate armrests and slatted back, framed against the backdrop of the reflective glass skyscraper and distant stone building with statues."
+        ],
+        "level_2": [
+          "The video opens with a wide shot of a black metal bench situated on a red-and-white tiled plaza floor, flanked by modern glass skyscrapers whose reflective surfaces mirror the surrounding cityscape. The camera begins a slow pan to the left, revealing a grand stone building with imposing stone lion statues at its entrance and a decorative balustrade railing lining the plaza’s perimeter. A streetlamp stands sentinel near the railing, contributing to the urban elegance. The camera movement is smooth and deliberate, establishing the spatial relationship between the bench, the statues, and the reflective glass building.",
+          "Continuing from the previous segment, the camera now sweeps rightward, circling behind the bench to capture the full expanse of the plaza. Reflections in the glass skyscraper shimmer with moving clouds and nearby structures, enhancing the sense of depth and dynamism. Additional benches and public amenities like trash bins appear in the background as the camera glides past them. The stone building with statues remains visible in the distance, anchoring the scene with historical gravitas. The red-and-white tiled pattern beneath the bench becomes more prominent as the camera lowers slightly, emphasizing texture and geometry.",
+          "Finally, the camera completes its circular motion around the black metal bench, returning to a frontal perspective. It tilts upward briefly to re-emphasize the towering glass skyscraper and its mirrored reflections, then gently zooms in for a detailed close-up of the bench’s craftsmanship — its curved armrests and slatted back — set against the backdrop of the stone building with statues and the expansive plaza. The lighting remains bright and natural, suggesting midday, and the entire sequence maintains a serene, almost meditative rhythm, underscoring the harmony between classical and contemporary urban design elements."
+        ],
+        "level_3": [
+          "0-20%: The video starts with a static wide shot of a black metal bench centered on a red-and-white tiled plaza floor. Behind it, a modern glass skyscraper reflects the blue sky and surrounding buildings. To the left, a stone building with large columns and stone lion statues is partially visible. A balustrade railing runs along the edge of the plaza, separating it from the street below. The camera begins a slow leftward pan, bringing the stone lion statues into full view atop their pedestals beside the grand stone building. The balustrade railing extends across the frame, and a classic streetlamp appears near the railing’s corner. The red-and-white tile pattern dominates the foreground, creating strong visual lines that guide the eye toward the architectural elements.",
+          "20-40%: Continuing the leftward pan, the camera reveals more of the stone building’s façade and the full majesty of the lion statues. Reflections in the glass skyscraper shift subtly as the camera moves, showing distorted images of nearby buildings and clouds. The black metal bench remains centered in the lower third of the frame, serving as a visual anchor throughout the movement. The camera now begins to arc around the back of the bench, shifting perspective to reveal the opposite side of the plaza. More benches and trash receptacles come into view, arranged symmetrically along the balustrade. The glass skyscraper looms overhead, its reflective surface capturing dynamic sky patterns. The stone building with statues is now visible in the background, maintaining continuity.",
+          "40-60%: As the camera continues its circular motion, it captures the interplay of light and shadow on the red-and-white tiled floor. The black metal bench is now viewed from behind, its slats and ornate legs clearly visible. Reflections in the glass building become more pronounced, showing the movement of clouds and the silhouette of distant towers. The balustrade railing curves gracefully along the plaza’s edge. The camera sweeps further right, completing more than half its circular path. The stone building with statues reappears in the distance, framed by the glass skyscraper’s reflection. A second streetlamp comes into view near the railing, echoing the first. The red-and-white tile pattern creates rhythmic diagonals across the frame, reinforcing the plaza’s geometric design.",
+          "60-80%: Now nearing the end of its arc, the camera positions itself slightly to the right of the bench’s original front-facing angle. The black metal bench is again central, but now seen from a three-quarter rear perspective. The glass skyscraper fills the upper frame, its reflections shimmering with ambient light. The balustrade railing and stone lion statues remain visible in the periphery, ensuring visual cohesion. The camera tilts upward briefly to re-emphasize the towering glass skyscraper and its mirrored reflections, then begins to move back toward the initial frontal position, maintaining the circular trajectory and highlighting the contrast between classical stone architecture and sleek modern glass.",
+          "80-100%: Finally, the camera gently zooms in on the black metal bench, focusing on its intricate armrests and slatted back. The red-and-white tiled floor stretches out beneath it, while the glass skyscraper and stone building with statues form a layered backdrop. The lighting is bright and even, suggesting midday sun. The video ends with this intimate close-up, leaving the viewer with a sense of quiet urban beauty and architectural harmony."
+        ],
+        "level_4": [
+          "The video starts with a static wide shot of a black metal bench centered on a red-and-white tiled plaza floor. Behind it, a modern glass skyscraper reflects the blue sky and surrounding buildings. To the left, a stone building with large columns and stone lion statues is partially visible. A balustrade railing runs along the edge of the plaza, separating it from the street below.",
+          "The camera begins a slow leftward pan, bringing the stone lion statues into full view atop their pedestals beside the grand stone building. The balustrade railing extends across the frame, and a classic streetlamp appears near the railing’s corner. The red-and-white tile pattern dominates the foreground, creating strong visual lines that guide the eye toward the architectural elements.",
+          "Continuing the leftward pan, the camera reveals more of the stone building’s façade and the full majesty of the lion statues. Reflections in the glass skyscraper shift subtly as the camera moves, showing distorted images of nearby buildings and clouds. The black metal bench remains centered in the lower third of the frame, serving as a visual anchor throughout the movement.",
+          "The camera now begins to arc around the back of the bench, shifting perspective to reveal the opposite side of the plaza. More benches and trash receptacles come into view, arranged symmetrically along the balustrade. The glass skyscraper looms overhead, its reflective surface capturing dynamic sky patterns. The stone building with statues is now visible in the background, maintaining continuity.",
+          "As the camera continues its circular motion, it captures the interplay of light and shadow on the red-and-white tiled floor. The black metal bench is now viewed from behind, its slats and ornate legs clearly visible. Reflections in the glass building become more pronounced, showing the movement of clouds and the silhouette of distant towers. The balustrade railing curves gracefully along the plaza’s edge.",
+          "The camera sweeps further right, completing more than half its circular path. The stone building with statues reappears in the distance, framed by the glass skyscraper’s reflection. A second streetlamp comes into view near the railing, echoing the first. The red-and-white tile pattern creates rhythmic diagonals across the frame, reinforcing the plaza’s geometric design.",
+          "Now nearing the end of its arc, the camera positions itself slightly to the right of the bench’s original front-facing angle. The black metal bench is again central, but now seen from a three-quarter rear perspective. The glass skyscraper fills the upper frame, its reflections shimmering with ambient light. The balustrade railing and stone lion statues remain visible in the periphery, ensuring visual cohesion.",
+          "Finally, the camera gently zooms in on the black metal bench, focusing on its intricate armrests and slatted back. The red-and-white tiled floor stretches out beneath it, while the glass skyscraper and stone building with statues form a layered backdrop. The lighting is bright and even, suggesting midday sun. The video ends with this intimate close-up, leaving the viewer with a sense of quiet urban beauty and architectural harmony."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_egoschema_1061d6b7f9596d5964e7d99b069c4aef787f1e8d7e4c47bfb8f61eb4d429f1a8",
+    "video_path": "videos/mem_egoschema_1061d6b7f9596d5964e7d99b069c4aef787f1e8d7e4c47bfb8f61eb4d429f1a8.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video shows a close-up view of a client's left hand with orange nail polish, resting palm-down on a white towel. A manicurist, wearing a red bracelet, meticulously works on each nail using a small tool and a blue-handled device. The camera angle shifts slightly throughout, providing different perspectives of the hand as the manicurist cleans, shapes, and polishes each nail, ensuring precision and even application. The background includes a blue basket with various nail care products and a tiled floor."
+        ],
+        "level_2": [
+          "The video begins with a top-down view of the client's left hand, featuring long, almond-shaped nails painted in bright orange. The manicurist, identifiable by a red bracelet, starts by cleaning the nails with a small tool while holding the hand steady with the other hand. The camera angle remains mostly consistent but shifts slightly to provide a better view of the process. The manicurist then uses a blue-handled device, possibly a buffer or file, to shape the nails, moving from one finger to the next.",
+          "Continuing from the previous scene, the manicurist focuses on the middle section of the hand, carefully working on each nail. The camera provides a closer view, highlighting the detailed work being done. The client's hand remains steady on the white towel, and the background shows a blue basket filled with nail care products. The manicurist uses a combination of tools, including a small brush and a blue-handled device, to ensure each nail is perfectly shaped and polished.",
+          "In the final part of the video, the manicurist continues to refine the client's nails, paying close attention to the edges and tips. The camera angle shifts again, offering a side view that captures the meticulous movements of the manicurist's hands. The client's hand, still adorned with vibrant orange polish, is held securely as the manicurist uses a small brush to clean any excess polish and a blue-handled tool to perfect the shape. The video concludes with the manicurist making final adjustments to ensure a flawless finish."
+        ],
+        "level_3": [
+          "The video opens with a top-down view of the client's left hand, showcasing long, almond-shaped nails painted in bright orange. The manicurist, wearing a red bracelet, begins by cleaning the nails with a small tool, holding the hand steady with the other hand. The client's hand rests on a white towel, and the background includes a blue basket with various nail care products. The camera angle is slightly adjusted to provide a clearer view of the manicurist's precise movements.",
+          "As the video progresses, the manicurist focuses on shaping the nails using a blue-handled device, likely a buffer or file. The camera shifts to a closer perspective, highlighting the detailed work being done on each nail. The client's hand remains steady on the white towel, and the background shows the blue basket with nail care products. The manicurist moves methodically from one finger to the next, ensuring each nail is perfectly shaped.",
+          "The manicurist then uses a small brush to clean the edges of the nails, removing any excess polish. The camera angle changes to provide a side view, capturing the careful and precise movements of the manicurist's hands. The client's hand, still with vibrant orange polish, is held securely as the manicurist ensures each nail is clean and polished. The background remains consistent with the blue basket and tiled floor visible.",
+          "Continuing from the previous scene, the manicurist refines the nails further, focusing on the tips and edges. The camera angle shifts slightly, offering a top-down view that emphasizes the meticulous work being done. The client's hand remains on the white towel, and the background includes the blue basket with nail care products. The manicurist uses a combination of tools to perfect the shape and polish of each nail.",
+          "In the final segment, the manicurist makes final adjustments to the client's nails, ensuring a flawless finish. The camera provides a close-up view, capturing the detailed work being done on each nail. The client's hand, still adorned with vibrant orange polish, is held securely as the manicurist uses a small brush to clean any remaining excess polish. The video concludes with the manicurist making sure each nail is perfectly shaped and polished, with the client's hand resting on the white towel."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_openhumanvid_ef35121e8c5639c183dfe54ae49a58ddf0d2f96fa015b354ba57352b531a1f6d",
+    "video_path": "videos/mem_openhumanvid_ef35121e8c5639c183dfe54ae49a58ddf0d2f96fa015b354ba57352b531a1f6d.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens on a bright, sunny day aboard a ship with a clear blue sky in the background. Two men stand side by side on the deck. On the left, a man with dark hair tied back by a white headband wears a black robe and a gray scarf around his neck. He remains relatively still, looking forward with a serious expression. To his right stands a much larger man with a distinctive purple mohawk hairstyle, painted face featuring red markings, and wearing a brown leather-like vest adorned with silver studs. This man makes various facial expressions, including slight head movements and hand gestures, while maintaining his position next to the first man. The camera remains steady, focusing on the two figures against the backdrop of the ship's sail and other crew members visible in the distance."
+        ],
+        "level_2": [
+          "The video begins with a wide shot of two men standing on a ship's deck under a clear blue sky. The man on the left has dark hair secured with a white headband and is dressed in a black robe with a gray scarf, standing calmly and looking ahead. Beside him, the man on the right is significantly larger, sporting a purple mohawk, red face paint, and a studded brown vest. He starts by making subtle facial expressions and slight head turns, occasionally gesturing with his hands. The background shows the ship's sail and other crew members, adding depth to the scene. The camera remains focused on the two main figures, capturing their contrasting appearances and the dynamic between them.",
+          "Continuing from the initial scene, the man on the right becomes more animated, displaying a range of facial expressions such as furrowed brows and raised eyebrows, accompanied by small hand movements. His body language suggests he is reacting to something off-screen. Meanwhile, the man on the left maintains his composed stance, his gaze fixed forward, seemingly unaffected by the other man's actions. The ship's sail and distant crew members remain visible, providing a consistent backdrop. The camera angle stays steady, emphasizing the contrast between the two men's demeanor.",
+          "In the final part of the video, the man on the right continues to express himself through varied facial movements and occasional hand gestures, his energy contrasting with the stillness of the man on the left. The man on the left remains largely unchanged, his posture and expression unwavering. The background elements, including the ship's sail and the crew, stay consistent, reinforcing the setting. The camera maintains its focus on the two men, ensuring their identities and spatial relationship are preserved throughout the clip."
+        ],
+        "level_3": [
+          "The video opens with a static shot of two men on a ship's deck under a bright blue sky. The man on the left, with dark hair tied by a white headband, wears a black robe and gray scarf, standing still with a serious expression. To his right, a larger man with a purple mohawk, red face paint, and a studded brown vest begins to make subtle facial expressions and slight head movements, hinting at an internal reaction or conversation.",
+          "As the scene progresses, the man on the right becomes more expressive, his face contorting into various emotions—furrowed brows, raised eyebrows, and slight smiles—as he gestures subtly with his hands. His body language suggests engagement with something unseen, possibly reacting to an event or dialogue. The man on the left remains completely still, his gaze fixed forward, creating a stark contrast in their demeanor.",
+          "The man on the right continues his animated display, now incorporating more pronounced hand gestures and head tilts, further emphasizing his dynamic presence. His facial expressions shift rapidly, conveying a range of emotions. Meanwhile, the man on the left remains unchanging, his posture and expression frozen, highlighting the tension between their contrasting states.",
+          "The interaction between the two men unfolds as the man on the right maintains his expressive behavior, his movements becoming slightly more exaggerated. His red face paint and purple mohawk stand out vividly against the backdrop of the ship's sail and crew. The man on the left, however, remains steadfast, his stillness serving as a counterpoint to the other man's liveliness.",
+          "Finally, the video concludes with the man on the right continuing his animated expressions and gestures, his energy undiminished. The man on the left remains completely motionless, his identity and appearance consistent throughout. The ship's sail and distant crew members provide a stable background, ensuring the focus remains on the two central figures and their contrasting dynamics."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_dl3dv_03b2e3fb03fd24c0aff0c5f90b57cb735d3ff9637aa549a2dc2f7bcdad5a040d",
+    "video_path": "videos/mem_dl3dv_03b2e3fb03fd24c0aff0c5f90b57cb735d3ff9637aa549a2dc2f7bcdad5a040d.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle shot of a cozy, well-lit living room featuring a white metal ironing board positioned centrally in the frame, covered with a floral-patterned fabric. The camera slowly pans clockwise around the ironing board, revealing a beige sectional sofa adorned with a patterned blanket and multiple throw pillows to the left. Behind the sofa, a large flat-screen TV mounted on a black TV stand displays a vibrant cityscape scene. To the right, a matching beige armchair holds an orange pillow and sits beside a tall floor lamp near a window draped with sheer curtains. As the camera continues its circular motion, the kitchen counter becomes visible in the background through an open-plan layout, showing bar stools and modern appliances. On the wall above the sofa, several framed photos are neatly arranged. The camera tilts slightly upward and downward during the pan, emphasizing the ironing board’s structure and the decorative patterns on its cover. The movement is smooth and continuous, ensuring every landmark is captured: the TV displaying cityscape, black TV stand, beige sofa with patterned blanket, kitchen counter visible in background, armchair with orange pillow, wall-mounted framed photos, ironing board center frame, floor lamp near window, beige sectional sofa, and ironing board with floral-patterned cover. Finally, the camera completes its 360-degree orbit, returning to the initial angle, reinforcing the spatial relationships and symmetry of the room while maintaining consistent lighting and depth throughout."
+        ],
+        "level_2": [
+          "The video begins with a slow clockwise pan around a central white metal ironing board covered with a floral-patterned fabric. In the first third, the camera reveals a beige sectional sofa with a patterned blanket and throw pillows to the left, while a large flat-screen TV on a black TV stand displays a cityscape behind it. A floor lamp stands near a window with sheer curtains to the far right, and wall-mounted framed photos line the wall above the sofa. The camera smoothly transitions, capturing the ironing board's position as the focal point while introducing the armchair with an orange pillow entering the frame from the right.",
+          "Continuing from the previous segment, the camera pans further clockwise, bringing the beige armchair with the orange pillow into full view alongside the floor lamp near the window. The kitchen counter becomes visible in the background through the open-plan layout, showing bar stools and modern appliances. The ironing board remains centered, its floral cover and structural legs clearly visible. The camera tilts slightly to emphasize the height and texture of the ironing board while maintaining visibility of the TV displaying the cityscape and the black TV stand beneath it. The beige sectional sofa remains partially in view on the left, anchoring the scene’s continuity.",
+          "Finally, the camera completes its circular motion, returning to the initial framing. The ironing board with its floral-patterned cover remains the centerpiece, now viewed from the opposite side. The beige sectional sofa reappears prominently on the left, its patterned blanket and pillows fully visible. The TV still displays the cityscape atop the black TV stand, and the wall-mounted framed photos remain in place above the sofa. The armchair with the orange pillow and the floor lamp near the window are now seen from behind, completing the spatial loop. The kitchen counter in the background is briefly revisited as the camera tilts slightly downward before stabilizing, ensuring all mandatory landmarks have been visually reinforced in their spatial context."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle shot focused on a white metal ironing board centered in the frame, covered with a floral-patterned fabric. To the left, a beige sectional sofa with a patterned blanket and throw pillows is partially visible. Behind it, a large flat-screen TV on a black TV stand displays a cityscape, and wall-mounted framed photos appear above the sofa. The camera begins a slow clockwise pan, tilting slightly upward to capture the top edge of the ironing board and the framed photos more clearly.",
+          "20-40%: Continuing the pan, the camera reveals more of the beige sectional sofa and the TV displaying the cityscape, with the black TV stand remaining visible beneath. The ironing board stays centered, its legs and floral cover detailed. The camera moves further clockwise, bringing a beige armchair with an orange pillow into view on the right, alongside a tall floor lamp near a window with sheer curtains. The kitchen counter in the background begins to come into view through the open-plan layout.",
+          "40-60%: The pan continues, now fully showcasing the armchair with the orange pillow and the floor lamp near the window; the kitchen counter in the background is clearly visible, showing bar stools and modern appliances. The ironing board remains the visual anchor, with its structure and floral cover prominent. The camera tilts slightly downward to emphasize the base of the ironing board and the carpeted floor. As the motion progresses, the beige sectional sofa reappears on the left, its patterned blanket and pillows visible again, and the TV and black TV stand are seen from a new angle, with the wall-mounted framed photos still in view above the sofa.",
+          "60-80%: The camera continues its circular motion, capturing the ironing board from a rear-three-quarter view. The kitchen counter remains visible in the background, and the armchair with the orange pillow is now seen from behind, while the floor lamp near the window stays in frame. The camera maintains steady focus on the ironing board’s floral cover and metallic legs. The pan nears completion, bringing the front of the ironing board back into view, with the beige sectional sofa dominating the left side of the frame, its patterned blanket and pillows clearly displayed. The TV on the black TV stand continues to show the cityscape, and the wall-mounted framed photos are once again aligned above the sofa.",
+          "80-100%: Finally, the camera returns to the initial starting angle, completing the 360-degree orbit. The ironing board with its floral-patterned cover is centered, flanked by the beige sectional sofa on the left and the armchair with the orange pillow on the right. The TV displaying the cityscape, black TV stand, kitchen counter in the background, floor lamp near the window, and wall-mounted framed photos are all visually reaffirmed in their spatial positions. The camera stabilizes after a slight downward tilt, ensuring full continuity and completeness of the scene with consistent lighting and depth."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle shot focused on a white metal ironing board centered in the frame, covered with a floral-patterned fabric. To the left, a beige sectional sofa with a patterned blanket and throw pillows is partially visible. Behind it, a large flat-screen TV on a black TV stand displays a cityscape. Wall-mounted framed photos appear above the sofa. The camera begins a slow clockwise pan.",
+          "Part 2/8: Continuing the pan, the camera reveals more of the beige sectional sofa and the TV displaying the cityscape. The black TV stand remains visible beneath. The ironing board stays centered, its legs and floral cover detailed. The camera angle tilts slightly upward, capturing the top edge of the ironing board and the framed photos more clearly.",
+          "Part 3/8: The camera moves further clockwise, bringing a beige armchair with an orange pillow into view on the right. A tall floor lamp near a window with sheer curtains appears beside the armchair. The ironing board remains central, its floral pattern prominent. The kitchen counter in the background begins to come into view through the open-plan layout.",
+          "Part 4/8: The pan continues, now fully showcasing the armchair with the orange pillow and the floor lamp near the window. The kitchen counter in the background is clearly visible, showing bar stools and modern appliances. The ironing board’s structure and floral cover remain the visual anchor. The camera tilts slightly down to emphasize the base of the ironing board and the carpeted floor.",
+          "Part 5/8: The camera pans further, now revealing the backside of the ironing board. The beige sectional sofa reappears on the left, its patterned blanket and pillows visible again. The TV displaying the cityscape and the black TV stand are seen from a new angle. The wall-mounted framed photos remain in view above the sofa.",
+          "Part 6/8: Continuing the circular motion, the camera captures the ironing board from a rear-three-quarter view. The kitchen counter is still visible in the background, and the armchair with the orange pillow is now seen from behind. The floor lamp near the window remains in frame. The camera maintains steady focus on the ironing board’s floral cover and metallic legs.",
+          "Part 7/8: The camera nears completion of its 360-degree orbit, bringing the front of the ironing board back into view. The beige sectional sofa dominates the left side of the frame, with its patterned blanket and pillows clearly displayed. The TV on the black TV stand continues to show the cityscape. The wall-mounted framed photos are once again aligned above the sofa.",
+          "Part 8/8: Finally, the camera returns to the initial starting angle, completing the circular pan. The ironing board with its floral-patterned cover is centered, flanked by the beige sectional sofa on the left and the armchair with the orange pillow on the right. The TV displaying the cityscape, black TV stand, kitchen counter in the background, floor lamp near the window, and wall-mounted framed photos are all visually reaffirmed in their spatial positions, ensuring full continuity and completeness of the scene."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_openhumanvid_909850a1b95ce39b4d7b9a0fde693d5aa4c72ea05412eaef5ad854bdcaaa06d5",
+    "video_path": "videos/mem_openhumanvid_909850a1b95ce39b4d7b9a0fde693d5aa4c72ea05412eaef5ad854bdcaaa06d5.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video features a close-up of a man and a woman standing side by side outdoors. The man, on the left, has short dark hair, wears round patterned glasses (black and white frames), a black turtleneck shirt, and a light grey blazer. The woman, on the right, has long dark hair styled with a small braid at the front, and she is wearing a white collared shirt under a light grey blazer. Both individuals are looking off to the right side of the frame, seemingly engaged in observing or reacting to something out of view. The background consists of blurred green foliage, suggesting a garden or park setting. The camera remains steady throughout, maintaining focus on their upper bodies and facial expressions."
+        ],
+        "level_2": [
+          "The video opens with a close-up shot of a man and a woman standing outdoors. The man, positioned on the left, has short dark hair and wears round patterned glasses with black and white frames, a black turtleneck shirt, and a light grey blazer. The woman, on the right, has long dark hair with a small braid at the front and is dressed in a white collared shirt under a light grey blazer. Both are looking off to the right, appearing to be focused on something outside the frame. The background is softly blurred, showing green foliage, likely from trees or bushes. As the scene progresses, the woman begins to smile subtly while continuing to look in the same direction, and the man maintains his attentive gaze.",
+          "Continuing from the previous scene, the man and woman remain in the same position, still looking off to the right. The man's expression shifts slightly as he appears to speak or react verbally, his mouth moving while his eyes stay fixed on the object of their attention. The woman’s smile becomes more pronounced, her head tilting slightly as if amused or intrigued by what they are observing. The background remains consistent, with the blurred greenery providing a natural backdrop.",
+          "In the final part of the video, the interaction between the man and woman continues. The man’s expression softens into a slight smile, indicating a shift from surprise to amusement. The woman, now fully smiling, turns her head slightly toward the camera while still glancing back at the object of their attention. Her demeanor suggests she is enjoying the moment. The camera remains steady, keeping both individuals in focus against the backdrop of green foliage."
+        ],
+        "level_3": [
+          "The video begins with a close-up of a man and a woman standing outdoors. The man, on the left, has short dark hair, wears round patterned glasses (black and white frames), a black turtleneck shirt, and a light grey blazer. The woman, on the right, has long dark hair with a small braid at the front and is wearing a white collared shirt under a light grey blazer. Both are looking off to the right, seemingly focused on something out of frame. The background is blurred green foliage, suggesting a garden or park setting. The camera is steady, capturing their upper bodies and facial expressions.",
+          "As the scene progresses, the man and woman maintain their positions and gazes. The man’s expression changes subtly as he appears to begin speaking or reacting verbally, his mouth moving while his eyes remain fixed on the object of their attention. The woman starts to smile faintly, her head tilting slightly as if she finds the situation amusing or intriguing. The background remains unchanged, with the blurred greenery providing a consistent natural backdrop.",
+          "The interaction continues with the man and woman still looking off to the right. The man’s expression softens further, transitioning into a slight smile as he seems to share in the woman’s amusement. The woman’s smile widens, and she turns her head slightly toward the camera while still glancing back at the object of their attention. Her body language suggests she is enjoying the moment. The camera remains steady, keeping both individuals in focus against the backdrop of green foliage.",
+          "In the next segment, the man and woman continue their interaction. The man’s smile becomes more pronounced, indicating a shared sense of humor or enjoyment. The woman, now fully smiling, turns her head slightly more toward the camera, her eyes sparkling with amusement. She glances back at the object of their attention one last time before fully engaging with the viewer. The background remains consistent, with the blurred greenery providing a natural and serene setting.",
+          "Finally, the man and woman conclude their interaction. The man’s smile softens into a contented expression, and he looks directly at the camera for a brief moment before returning his gaze to the object of their attention. The woman, still smiling broadly, turns her head fully toward the camera, her eyes meeting the viewer’s. Her demeanor suggests she is happy and satisfied with the moment. The camera remains steady, capturing their expressions against the backdrop of blurred green foliage."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_dl3dv_bafe35be4993582f4897ba101902ddf424b3c6c0e2b98d8ca8b40ba2814c535c",
+    "video_path": "videos/mem_dl3dv_bafe35be4993582f4897ba101902ddf424b3c6c0e2b98d8ca8b40ba2814c535c.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a low-angle shot of a black office chair spinning slowly on a beige carpeted floor in a cozy living room. The chair is completely covered by a patterned fabric featuring large circles in shades of purple, beige, and white. As the chair rotates clockwise, the camera follows its motion, revealing more of the room: a beige sectional sofa draped with a gray blanket featuring leaf patterns, a red ergonomic office chair in the background near a window with sheer curtains, and a large flat-screen TV mounted on a black TV stand displaying a bright cityscape. A tall floor lamp stands beside the sofa, casting soft ambient light. The camera continues to orbit around the spinning chair, occasionally tilting upward to show the fabric billowing slightly as it turns, then dipping down to reveal the black five-star base and wheels rolling smoothly over the plush carpet. Continuing from this motion, the camera pans left to capture the full layout — including a small side table next to the sofa, framed pictures on the wall, and the TV stand’s sleek design with visible speakers and media devices. The chair keeps rotating, now offering views of the opposite wall where another armchair and shelving unit are visible. Finally, the camera moves closer, zooming in on the textured fabric as it swirls around the chair’s contours, then pulls back slightly to frame the entire scene once more — the spinning chair at center, surrounded by the warm domestic setting, with the cityscape still glowing on the TV screen and the red office chair and beige sofa anchoring the composition."
+        ],
+        "level_2": [
+          "The video begins with a close-up low-angle view of a black office chair spinning slowly on a beige carpeted floor. The chair is fully enveloped in a colorful patterned fabric with large circular motifs in purple, beige, and white. As the chair rotates clockwise, the camera orbits around it, gradually revealing the surrounding living room: a beige sectional sofa covered with a gray leaf-patterned blanket, a red ergonomic office chair positioned near a window with sheer curtains, and a large TV on a black TV stand displaying a vibrant cityscape. A floor lamp stands beside the sofa, contributing to the room’s warm lighting. The camera movement is smooth and continuous, tracking the chair’s rotation while keeping the background elements consistently in frame.",
+          "Continuing from the previous segment, the camera maintains its orbital path around the spinning chair, now capturing additional details of the environment. The black chair base and its five caster wheels are clearly visible as they glide across the carpet. The camera tilts downward briefly to emphasize the chair’s mechanics before rising again to show the TV screen’s cityscape and the black TV stand beneath it. The beige sectional sofa remains prominent in the background, along with the red ergonomic chair and the floor lamp. Framed artwork on the walls and a small side table next to the sofa become more noticeable as the camera circles. The patterned fabric continues to drape dynamically over the chair, catching light and shadow as it spins.",
+          "Finally, the camera moves in for a tighter shot of the fabric-covered chair as it completes its rotation, highlighting the texture and flow of the material. It then pulls back slightly to reframe the entire scene — the chair centered in the room, surrounded by the beige sectional sofa, the red office chair, and the TV on its black stand still displaying the cityscape. The carpeted flooring extends throughout the space, enhancing the cozy atmosphere. The camera lingers on this final composition, allowing viewers to absorb the full context: the interplay between the moving chair, the static furniture, and the ambient lighting from the floor lamp and TV screen. The video ends with the chair still gently rotating, the fabric softly swaying, and all mandatory landmarks — red office chair, TV displaying cityscape, carpeted floor, black TV stand, beige sofa with patterned blanket, TV on black stand, red ergonomic chair, floor lamp, carpeted flooring, patterned fabric covering chair, beige sectional sofa, black chair base and wheels — clearly present and visually cohesive."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle shot of a black office chair spinning slowly on a beige carpeted floor. The chair is entirely wrapped in a patterned fabric featuring large circles in purple, beige, and white. As the chair rotates clockwise, the camera begins orbiting it, revealing the background: a beige sectional sofa draped with a gray leaf-patterned blanket, a red ergonomic office chair near a window with sheer curtains, and a tall floor lamp beside the sofa casting soft ambient light.",
+          "20-40%: Continuing its orbital path, the camera reveals more of the room: a large flat-screen TV mounted on a black TV stand displaying a bright cityscape. The camera tilts downward to show the black five-star base and caster wheels gliding smoothly over the carpet, then rises again to reframe the TV screen and surrounding furniture. Framed pictures on the wall and a small side table next to the sofa become visible as the camera circles, while the patterned fabric billows slightly with each rotation.",
+          "40-60%: The camera moves closer, zooming in on the texture and flow of the fabric as it wraps around the chair’s contours, highlighting the interplay of colors and shapes. The rotation slows slightly, allowing appreciation of the material’s movement. In the periphery, the red office chair, beige sectional sofa, and floor lamp remain visible, anchoring the scene. The black TV stand with speakers and media devices is also clearly seen as the camera maintains its smooth tracking motion.",
+          "60-80%: Pulling back slightly, the camera captures a wider view of the living room, emphasizing the spatial relationship among the spinning chair, TV on its black stand, sofa, and red office chair. The floor lamp’s warm glow complements the ambient light from the TV screen. The camera then refocuses on the chair’s base and wheels, underscoring their smooth movement across the carpet, while the fabric continues to sway gracefully. Background elements—including the leaf-patterned blanket and framed wall art—remain consistently present.",
+          "80-100%: The camera frames the entire scene one final time: the spinning chair centered in the room, surrounded by the beige sectional sofa with blanket, red ergonomic chair, black TV stand displaying the cityscape, floor lamp, and carpeted flooring. All mandatory landmarks are cohesively integrated: black chair base and wheels, patterned fabric covering the chair, TV on black stand, red office chair, beige sofa, carpeted floor, and ambient lighting. The video ends with the chair still rotating gently and the fabric softly flowing."
+        ],
+        "level_4": [
+          "The video opens with a low-angle shot of a black office chair spinning slowly on a beige carpeted floor. The chair is entirely wrapped in a patterned fabric with large circles in purple, beige, and white. In the background, a beige sectional sofa with a gray leaf-patterned blanket is visible, along with a red ergonomic office chair near a window with sheer curtains. The camera begins to orbit the chair clockwise.",
+          "As the chair continues to rotate, the camera reveals more of the room: a large TV on a black TV stand displaying a bright cityscape. A tall floor lamp stands beside the sofa, illuminating the area. The camera tracks the chair’s motion closely, maintaining focus on the swirling fabric while keeping the red office chair and TV in the background.",
+          "The camera tilts downward, showing the black five-star base and caster wheels of the office chair gliding smoothly over the carpeted flooring. It then rises slightly to capture the TV screen’s cityscape again, emphasizing the contrast between the dynamic chair and the static urban image. The beige sectional sofa and red ergonomic chair remain anchored in the frame.",
+          "Continuing its orbit, the camera pans left to reveal a small side table beside the sofa and framed pictures hanging on the wall. The patterned fabric covering the chair billows slightly with each rotation. The black TV stand and its contents — including speakers and media devices — come into clearer view as the camera circles.",
+          "The camera moves closer to the chair, zooming in on the texture of the fabric as it wraps around the chair’s contours. The rotation slows slightly, allowing the viewer to appreciate the interplay of colors and shapes in the pattern. The red office chair and beige sofa remain visible in the periphery, grounding the scene.",
+          "Pulling back slightly, the camera captures a wider view of the living room, showing the spatial relationship between the spinning chair, the TV on its black stand, and the surrounding furniture. The floor lamp casts a warm glow, complementing the ambient light from the TV screen. The carpeted flooring extends throughout, adding to the room’s comfort.",
+          "The camera now focuses on the chair’s base and wheels again, emphasizing their smooth movement across the carpet. The patterned fabric continues to sway gracefully as the chair rotates. In the background, the red ergonomic chair and beige sectional sofa with its leaf-patterned blanket provide visual balance to the composition.",
+          "Finally, the camera frames the entire scene one last time: the spinning chair at center, the TV displaying the cityscape on its black stand, the beige sofa with blanket, the red office chair, the floor lamp, and the carpeted flooring. The black chair base and wheels are clearly visible, completing the visual narrative. The video ends with the chair still rotating gently, the fabric softly flowing, and all mandatory landmarks cohesively integrated into the frame."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_dl3dv_24a8010495c131df0a5adee79e0a26e7ca8d5782323c270578aa808413427164",
+    "video_path": "videos/mem_dl3dv_24a8010495c131df0a5adee79e0a26e7ca8d5782323c270578aa808413427164.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a close-up, low-angle shot of an ornate brass wall sconce mounted against a textured, muted mauve wall. The sconce features two frosted glass lampshades, each shaped like an inverted bell with a slightly flared rim, glowing softly from within. At the apex of the central column is a leaf-like finial, delicately sculpted and gleaming under ambient light. The camera slowly tilts upward, revealing the full vertical structure of the sconce — its polished brass body adorned with ridged detailing and classical motifs. As the camera pans right, the curved decorative arm connecting the two lampshades comes into view, showcasing intricate horizontal grooves and fluted edges. The camera then circles back left, offering a dynamic perspective that emphasizes the symmetry and craftsmanship of the fixture. Continuing from this motion, the camera tilts downward slightly to reframe the lower portion of the sconce, highlighting the robust mounting plate and the elegant curvature of the arms extending outward. Finally, the camera pulls back slightly while rotating clockwise, capturing both lampshades in full profile as they cast a warm, diffused glow on the surrounding wall, ending with a centered composition that balances the leaf-like finial at the top, the frosted glass lampshades in the middle, and the brass decorative sconce arm anchoring the base — all elements clearly visible and harmoniously framed."
+        ],
+        "level_2": [
+          "The video starts with a low-angle close-up of an ornate brass wall sconce against a textured mauve wall. Two frosted glass lampshades glow softly, each shaped like an inverted bell. At the top of the central column is a leaf-like finial. The camera slowly tilts up, revealing the polished brass body with ridged detailing and classical motifs. The brass decorative sconce arm begins to come into view as the camera pans right.",
+          "Continuing from the previous segment, the camera completes its rightward pan, fully revealing the curved decorative arm connecting the two lampshades, showcasing its intricate horizontal grooves and fluted edges. The camera then begins to circle back left, emphasizing the symmetry of the fixture. It tilts downward slightly to reframe the lower portion, highlighting the robust mounting plate and the elegant curvature of the arms. The brass decorative sconce arm remains prominently featured throughout this motion.",
+          "Finally, the camera pulls back slightly while rotating clockwise, capturing both frosted glass lampshades in full profile as they cast a warm, diffused glow. The leaf-like finial at the top, the glowing lampshades in the center, and the brass decorative sconce arm anchoring the base are all clearly visible and harmoniously framed in the final centered composition, concluding the sequence with a balanced and detailed view of the entire fixture."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle close-up of an ornate brass wall sconce mounted against a textured mauve wall. The two frosted glass lampshades glow softly, shaped like inverted bells with flared rims. The leaf-like finial at the top of the central column is partially visible. The camera slowly tilts upward, bringing the leaf-like finial into full view — delicately sculpted and gleaming — while the polished brass body with ridged detailing becomes more prominent and the upper section of the brass decorative sconce arm begins to appear.",
+          "20-40%: Continuing the upward tilt, the camera reveals the full vertical structure of the sconce. The brass decorative sconce arm curves gracefully between the two lampshades, displaying intricate horizontal grooves and fluted edges. The frosted glass lampshades remain glowing and symmetrical. The camera then pans right, offering a side profile of the sconce; the brass decorative sconce arm is now fully visible, connecting the two lampshades with elegant curvature, and the texture of the mauve wall is subtly illuminated by the soft glow from the frosted glass lampshades.",
+          "40-60%: The camera begins to circle back left, repositioning to emphasize the symmetry of the fixture. The leaf-like finial at the top remains in frame, while the lower portion of the sconce — including the mounting plate and arm curvature — comes into focus. The camera then tilts downward slightly, reframing the lower half of the sconce. The robust mounting plate and the elegant curve of the brass decorative sconce arm are highlighted. The frosted glass lampshades continue to emit a warm, diffused light.",
+          "60-80%: The camera pulls back slightly while rotating clockwise, capturing both frosted glass lampshades in full profile. The leaf-like finial at the top and the brass decorative sconce arm anchoring the base are both clearly visible as the fixture glows warmly against the wall. This motion maintains the dynamic perspective that emphasizes symmetry and craftsmanship, with the glowing lampshades casting a warm, diffused glow on the surrounding wall.",
+          "80-100%: Finally, the camera settles into a centered, balanced composition. The leaf-like finial at the top, the glowing frosted glass lampshades in the middle, and the brass decorative sconce arm at the base are all harmoniously framed, concluding the video with a complete and detailed view of the ornate fixture. All elements — finial, lampshades, and decorative arm — are clearly visible and balanced within the frame."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle close-up of an ornate brass wall sconce mounted against a textured mauve wall. The two frosted glass lampshades glow softly, shaped like inverted bells with flared rims. The leaf-like finial at the top of the central column is partially visible.",
+          "Part 2/8: The camera slowly tilts upward, bringing the leaf-like finial into full view — delicately sculpted and gleaming. The polished brass body with ridged detailing becomes more prominent, and the upper section of the brass decorative sconce arm begins to appear.",
+          "Part 3/8: Continuing the upward tilt, the camera reveals the full vertical structure of the sconce. The brass decorative sconce arm curves gracefully between the two lampshades, displaying intricate horizontal grooves and fluted edges. The frosted glass lampshades remain glowing and symmetrical.",
+          "Part 4/8: The camera pans right, offering a side profile of the sconce. The brass decorative sconce arm is now fully visible, connecting the two lampshades with elegant curvature. The texture of the mauve wall is subtly illuminated by the soft glow from the frosted glass lampshades.",
+          "Part 5/8: The camera begins to circle back left, repositioning to emphasize the symmetry of the fixture. The leaf-like finial at the top remains in frame, while the lower portion of the sconce — including the mounting plate and arm curvature — comes into focus.",
+          "Part 6/8: The camera tilts downward slightly, reframing the lower half of the sconce. The robust mounting plate and the elegant curve of the brass decorative sconce arm are highlighted. The frosted glass lampshades continue to emit a warm, diffused light.",
+          "Part 7/8: The camera pulls back slightly while rotating clockwise, capturing both frosted glass lampshades in full profile. The leaf-like finial at the top and the brass decorative sconce arm anchoring the base are both clearly visible as the fixture glows warmly against the wall.",
+          "Part 8/8: Finally, the camera settles into a centered, balanced composition. The leaf-like finial at the top, the glowing frosted glass lampshades in the middle, and the brass decorative sconce arm at the base are all harmoniously framed, concluding the video with a complete and detailed view of the ornate fixture."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_dl3dv_2bc47d6e9895d593b3537d9b2e7f189b9a8604eda114442b8fab0e6fbbc8856d",
+    "video_path": "videos/mem_dl3dv_2bc47d6e9895d593b3537d9b2e7f189b9a8604eda114442b8fab0e6fbbc8856d.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, low-to-the-ground shot of a cozy living room centered on a white metal ironing board with a laundry basket perched atop it. The camera slowly rotates clockwise around the ironing board, revealing beige leather sofas arranged in a U-shape, each adorned with patterned throw pillows and scattered clothing. In the background, a large flat-screen TV on a black stand displays a bright outdoor scene; to its left sits a blue exercise ball near a black side table. A tall floor lamp stands beside one sofa, casting warm light. Behind the TV, a wall is decorated with multiple framed pictures of varying sizes. To the far right, a curtained window filters daylight into the room. As the camera continues its circular motion, it dips lower, passing under the ironing board’s legs, offering an up-close view of the carpeted floor and the underside of the board. It then rises slightly, capturing the laundry basket swaying gently as the rotation persists. The camera pans upward briefly to show the ceiling before tilting back down to complete the circle, ending with a stable medium shot that frames the entire arrangement: ironing board central, sofas flanking, TV and exercise ball visible, framed wall art above, and curtains softly diffusing light from the window — all while maintaining smooth, continuous motion throughout."
+        ],
+        "level_2": [
+          "The video starts with a low-angle rotating shot around a white ironing board topped with a laundry basket, positioned in the center of a beige-carpeted living room. Beige sofas with decorative pillows and scattered laundry flank the board. In the background, a large TV on a black stand shows a nature scene; nearby, a blue exercise ball rests beside a black side table. A floor lamp illuminates the corner, and a wall covered in framed pictures looms behind the TV. A curtained window allows soft daylight to enter from the right. The camera moves smoothly clockwise, gradually revealing more of the room’s layout and furnishings.",
+          "Continuing from the initial rotation, the camera lowers its angle and passes beneath the ironing board’s legs, showing the textured carpet and structural supports. As it rises again, the laundry basket wobbles slightly due to the movement. The view sweeps past the sofas, catching glimpses of the TV screen, the blue exercise ball, and the black side table. The camera tilts upward momentarily to reveal the ceiling before descending again, keeping the ironing board as the focal point while showcasing the surrounding decor: framed wall art, floor lamp, and curtained window remain consistently visible as the camera completes half its orbit.",
+          "Finally, the camera continues its clockwise rotation, now completing the full circle around the ironing board. The perspective shifts subtly to emphasize the spatial relationship between the central board and the surrounding elements — sofas, TV on black stand, blue exercise ball, black side table, floor lamp, and wall of framed pictures. The curtained window remains visible on the right, contributing ambient lighting. The camera stabilizes at the end, offering a balanced, symmetrical composition that captures the entire scene: ironing board centered, laundry basket atop, furniture arranged neatly, and all mandatory landmarks clearly present in their respective positions, concluding with a steady, immersive view of the living room."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle, wide shot centered on a white ironing board with a laundry basket resting on top, situated in the middle of a beige-carpeted living room. Beige sofas with patterned pillows are visible on either side. In the background, a TV on a black stand displays a nature scene; a blue exercise ball is partially visible next to a black side table. A floor lamp stands near one sofa, and a wall with framed pictures is seen behind the TV. A curtained window allows daylight to filter in from the right. The camera begins a slow clockwise rotation around the ironing board, revealing more of the left sofa and the black side table beside the blue exercise ball, while the TV screen shows changing outdoor scenery and the wall of framed pictures comes into clearer focus.",
+          "20-40%: Continuing the clockwise rotation, the camera now faces the back wall directly: the framed pictures dominate the upper portion of the frame, with the TV on its black stand centered below them; the ironing board and laundry basket remain in the foreground, slightly off-center. The beige sofas curve around the space, and the blue exercise ball is fully visible beside the black side table; the floor lamp casts a gentle glow on the adjacent sofa. As the rotation proceeds, the camera lowers its angle significantly, dipping beneath the ironing board’s legs to capture the texture of the beige carpet and the metallic structure of the board’s support, with the laundry basket hanging above and partially obscuring the view; glimpses of the sofas, TV, and exercise ball appear through gaps between the legs.",
+          "40-60%: Rising slightly from beneath the board, the camera continues its clockwise sweep, capturing the laundry basket swaying gently as it passes over the ironing board’s surface; the view includes the front-facing sofa, the TV on its black stand, and the blue exercise ball beside the black side table. The wall of framed pictures remains visible behind the TV, and the floor lamp’s shade is now in frame, casting a warm pool of light on the adjacent cushion. The curtained window stays visible on the right edge, contributing ambient lighting, while the ironing board remains the visual anchor and the laundry basket appears slightly tilted due to the camera’s motion.",
+          "60-80%: The camera tilts upward briefly, revealing the ceiling and the top edges of the framed pictures, before descending again to resume its circular path. The ironing board remains central, with the laundry basket appearing more stable now; the curtained window reappears prominently on the right, and the arrangement of the beige sofas frames the scene symmetrically. The black side table and blue exercise ball are consistently positioned in the mid-ground, and the floor lamp’s pole and base are visible on the left. The perspective emphasizes the depth of the room, with sunlight streaming through the sheer curtains illuminating the carpet, and the TV screen flickers with motion.",
+          "80-100%: Completing the full rotation, the camera stabilizes into a medium shot that mirrors the opening frame but from a slightly adjusted angle. The ironing board with the laundry basket is centered, surrounded by the beige sofas, TV on black stand, blue exercise ball, black side table, floor lamp, and wall of framed pictures; the curtained window provides soft backlighting. All mandatory landmarks are clearly visible and spatially consistent, concluding the video with a calm, composed view of the entire living room, maintaining smooth, continuous motion throughout."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle, wide shot centered on a white ironing board with a laundry basket resting on top, situated in the middle of a beige-carpeted living room. Beige sofas with patterned pillows are visible on either side. In the background, a TV on a black stand displays a nature scene. A blue exercise ball is partially visible next to a black side table. A floor lamp stands near one sofa, and a wall with framed pictures is seen behind the TV. A curtained window allows daylight to filter in from the right.",
+          "Part 2/8: The camera begins a slow clockwise rotation around the ironing board. As it turns, the view reveals more of the left sofa and the black side table next to the blue exercise ball. The TV screen remains visible, displaying changing outdoor scenery. The floor lamp’s base becomes more prominent, and the wall of framed pictures comes into clearer focus. The curtained window stays in frame on the right edge, maintaining consistent ambient lighting.",
+          "Part 3/8: Continuing its rotation, the camera now faces the back wall directly. The framed pictures dominate the upper portion of the frame, while the TV on its black stand remains centered below them. The ironing board and laundry basket stay in the foreground, slightly off-center. The beige sofas curve around the space, and the blue exercise ball is now fully visible beside the black side table. The floor lamp casts a gentle glow on the adjacent sofa.",
+          "Part 4/8: The camera rotates further, now showing the right-side sofa and the curtained window more prominently. Sunlight streams through the sheer curtains, illuminating the carpet. The ironing board remains central, but the perspective emphasizes the depth of the room. The TV screen flickers with motion, and the laundry basket atop the board appears slightly tilted due to the camera’s motion. The black side table and blue exercise ball are still visible in the mid-ground.",
+          "Part 5/8: The camera lowers its angle significantly, dipping beneath the ironing board’s legs to capture the texture of the beige carpet and the metallic structure of the board’s support. The laundry basket hangs above, partially obscuring the view. Through the gaps between the legs, glimpses of the sofas, TV, and exercise ball can be seen. The floor lamp’s pole and base are visible on the left, while the curtained window glows softly in the background.",
+          "Part 6/8: Rising slightly, the camera continues its clockwise sweep, now capturing the laundry basket swaying gently as it passes over the ironing board’s surface. The view includes the front-facing sofa, the TV on its black stand, and the blue exercise ball beside the black side table. The wall of framed pictures remains visible behind the TV. The floor lamp’s shade is now in frame, casting a warm pool of light on the adjacent cushion.",
+          "Part 7/8: The camera tilts upward briefly, revealing the ceiling and the top edges of the framed pictures, before descending again to resume its circular path. The ironing board remains the visual anchor, with the laundry basket appearing more stable now. The curtained window reappears on the right, and the arrangement of the beige sofas frames the scene symmetrically. The black side table and blue exercise ball are consistently positioned in the mid-ground.",
+          "Part 8/8: Completing the full rotation, the camera stabilizes into a medium shot that mirrors the opening frame but from a slightly adjusted angle. The ironing board with the laundry basket is centered, surrounded by the beige sofas, TV on black stand, blue exercise ball, black side table, floor lamp, and wall of framed pictures. The curtained window provides soft backlighting. All mandatory landmarks are clearly visible and spatially consistent, concluding the video with a calm, composed view of the entire living room."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d",
+    "video_path": "videos/mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens with a woman in a striking red sleeveless dress and short black hair, adorned with a silver bracelet on her left wrist and carrying a beige handbag. She gracefully descends a grand staircase with golden railings, surrounded by elegantly dressed individuals in formal attire, including military uniforms. As she reaches the bottom of the stairs, she turns to face forward, engaging in conversation with a man in a white military uniform and another in a black tuxedo. The background features a framed poster of 'Frederic Zoller' and vibrant red floral arrangements, contributing to the opulent atmosphere of the event."
+        ],
+        "level_2": [
+          "The video begins with the woman in the red dress descending a luxurious staircase, her short black hair styled elegantly and her silver bracelet catching the light as she moves. She is accompanied by others in formal wear, including men in military uniforms and women in glamorous dresses. As she reaches the landing, she turns to face forward, joining a group of well-dressed individuals engaged in conversation. The setting is richly decorated with a framed poster of 'Frederic Zoller' and red flowers, enhancing the sophisticated ambiance.",
+          "Continuing from the previous scene, the woman in the red dress stands among a group of formally dressed people, including a man in a white military uniform and another in a black tuxedo. They are holding glasses of champagne, suggesting a celebratory occasion. The background remains consistent with the framed poster and floral decorations, maintaining the elegant setting. The woman interacts with the man in the tuxedo, her posture and expression indicating an engaging conversation.",
+          "Finally, the woman in the red dress continues her interaction with the man in the black tuxedo, their conversation lively and animated. The camera focuses on their exchange, capturing the details of their attire and the surrounding environment. The background elements, including the 'Frederic Zoller' poster and red flowers, remain prominent, reinforcing the opulent setting. The woman's short black hair and silver bracelet are consistently visible, ensuring identity persistence throughout the scene."
+        ],
+        "level_3": [
+          "The video opens with the woman in the red sleeveless dress and short black hair, her silver bracelet glinting as she gracefully descends the grand staircase with golden railings. She carries a beige handbag and is surrounded by elegantly dressed individuals, including men in military uniforms and women in glamorous attire. The background features a framed poster of 'Frederic Zoller' and vibrant red floral arrangements, setting the stage for an opulent event.",
+          "As the woman reaches the bottom of the stairs, she turns to face forward, joining a group of formally dressed people. The camera follows her movement, capturing the details of her red dress and the interactions around her. The setting remains richly decorated with the 'Frederic Zoller' poster and red flowers, enhancing the sophisticated atmosphere. She engages in conversation with a man in a white military uniform and another in a black tuxedo, both holding glasses of champagne.",
+          "The woman in the red dress continues her conversation with the man in the black tuxedo, their interaction lively and animated. The camera focuses on their exchange, highlighting the details of their attire and the surrounding environment. The background elements, including the 'Frederic Zoller' poster and red flowers, remain prominent, reinforcing the opulent setting. Her short black hair and silver bracelet are consistently visible, ensuring identity persistence.",
+          "The scene transitions smoothly as the woman in the red dress turns slightly, her posture and expression indicating an engaging conversation with the man in the tuxedo. The camera captures the details of their interaction, with the background elements remaining consistent. The 'Frederic Zoller' poster and red flowers continue to enhance the sophisticated ambiance, while the woman's red dress and silver bracelet are clearly visible.",
+          "Finally, the woman in the red dress maintains her position in the group, continuing her conversation with the man in the black tuxedo. The camera focuses on their interaction, capturing the details of their attire and the surrounding environment. The background elements, including the 'Frederic Zoller' poster and red flowers, remain prominent, reinforcing the opulent setting. Her short black hair and silver bracelet are consistently visible, ensuring identity persistence throughout the scene."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_dl3dv_219237c0e9ae17a757ec6c8abc43e5946ba680e534f76477002ba47bd2c314b7",
+    "video_path": "videos/mem_dl3dv_219237c0e9ae17a757ec6c8abc43e5946ba680e534f76477002ba47bd2c314b7.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, slow-panning shot moving clockwise inside a modern, brightly lit exhibition hall or retail space with light wood flooring and recessed ceiling lights. At the center of the room is a large, sculptural white display unit with curved, layered tiers, softly illuminated from below. On top of this central display are several white product boxes and two blue-and-white branded bags resting on the lower tier. The back wall features a large banner with elegant Chinese calligraphy reading '让生活有味' (Let life have flavor), above which hangs a dark wooden sign with gold characters '汇聚千年甲天下'. To the left of the central display, tall wooden shelves mounted against the wall hold neatly arranged framed items or certificates. As the camera continues its smooth circular pan to the right, it reveals more wall displays with posters and product information, including a prominent red and white wall panel featuring a stylized sailboat graphic and vertical Chinese text '自强不息 永不满足' (Self-improvement never ceases, never satisfied). Further along the right wall, additional shelving units display products under warm lighting. The camera then moves toward the far end of the room, revealing glass doors with metal frames leading to another area, flanked by more promotional banners. The camera completes its loop, returning to face the central display from a slightly different angle, showing the full spatial layout once again — including the central white display with blue bags, the wooden shelves on the left wall, the red and white sailboat panel on the right, and the glass doors at the far end — all under consistent bright ambient lighting, creating a clean, professional, and inviting atmosphere."
+        ],
+        "level_2": [
+          "The video begins with a wide, slow clockwise pan inside a spacious, well-lit interior with polished wood floors and recessed ceiling lights. The central focus is a sculptural white multi-tiered display unit, softly lit from beneath, holding white product boxes and two blue-and-white branded bags. Behind it, a large wall banner reads '让生活有味' in elegant script, topped by a wooden sign with gold characters '汇聚千年甲天下'. To the left, tall wooden shelves house framed certificates or awards. The camera begins its arc, revealing part of the right wall with informational posters and the edge of a red and white panel featuring a sailboat graphic.",
+          "Continuing the clockwise pan, the camera now fully reveals the red and white wall panel with the sailboat graphic and vertical Chinese text '自强不息 永不满足'. Adjacent to it are more display shelves filled with products and promotional materials under warm spotlights. The camera glides smoothly past these exhibits, maintaining a steady height and pace, gradually turning toward the far end of the hall. Glass doors with metallic frames come into view, flanked by additional banners and signage. The central white display remains visible in the background as the camera's perspective shifts, emphasizing the depth and symmetry of the space.",
+          "Finally, the camera completes its circular motion, returning to a frontal view of the central white display with the blue bags prominently placed. The wooden shelves on the left wall are once again in frame, along with the full expanse of the back wall banner and overhead sign. The glass doors at the far end are now clearly visible behind the display, anchoring the composition. The lighting remains consistently bright and even throughout, highlighting the clean lines and curated presentation of the space. The entire sequence loops seamlessly, offering a comprehensive 360-degree tour of the exhibition hall’s key visual elements: the central display, the branded banners, the sailboat panel, the wooden shelves, and the exit doors."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a wide shot centered on a modern, white, multi-tiered sculptural display unit illuminated from below, situated in the middle of a spacious room with light wood flooring. Behind it, a large wall banner displays the Chinese phrase '让生活有味' in elegant script, above which hangs a dark wooden sign with gold lettering '汇聚千年甲天下'. To the left, wooden shelves hold framed items. The camera begins a slow clockwise pan, revealing the left side of the room under bright recessed ceiling lights; two blue-and-white branded bags are visible on the lower tier of the central display as the pan progresses.",
+          "20-40%: Continuing the clockwise pan, the camera moves past the left wall’s wooden shelves and fully reveals the right side of the room. The red and white wall panel featuring a stylized sailboat graphic and vertical Chinese text '自强不息 永不满足' comes into full view. Adjacent to it, more wall-mounted displays showcase products under warm accent lighting; the central white display remains partially visible in the foreground. The camera maintains a smooth, steady rotation, exposing additional shelving units filled with neatly arranged products and promotional materials along the right wall.",
+          "40-60%: As the pan progresses further along the right wall, the red and white sailboat panel recedes into the background. The camera turns toward the far end of the hall, where glass doors with metallic frames become clearly visible, flanked by additional banners and informational posters. The central white display is now seen from the side, its illuminated base casting soft shadows on the wood floor, and remains visible in the distant background, framed between the glass doors and the right wall.",
+          "60-80%: The camera continues its rotation past the glass doors and begins to reveal the left wall again. The central white display reappears more prominently in the frame, with the blue-and-white branded bags clearly visible on its lower tier; the wooden shelves on the left wall, previously seen at the start, come back into view. The '让生活有味' banner and overhead sign are once again legible behind the central display, and the red and white sailboat panel is now visible on the far right, reinforcing the circular nature of the movement.",
+          "80-100%: Finally, the camera completes its 360-degree clockwise rotation, returning to a near-identical starting position — facing the central white display with blue bags, the wooden shelves on the left, the red and white sailboat panel on the right, and the glass doors at the far end visible behind the display. The lighting remains consistently bright and even throughout, highlighting the clean lines and curated presentation of the space, creating a seamless loop that emphasizes the professional, inviting atmosphere of the exhibition hall."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a wide shot centered on a modern, white, multi-tiered sculptural display unit illuminated from below, situated in the middle of a spacious room with light wood flooring. Behind it, a large wall banner displays the Chinese phrase '让生活有味' in elegant script, above which hangs a dark wooden sign with gold lettering '汇聚千年甲天下'. To the left, wooden shelves hold framed items. The camera begins a slow clockwise pan, revealing the left side of the room under bright recessed ceiling lights.",
+          "Part 2/8: Continuing the clockwise pan, the camera moves past the left wall’s wooden shelves and begins to reveal the right side of the room. The central white display remains in view, now showing two blue-and-white branded bags resting on its lower tier. The camera’s movement exposes the beginning of a red and white wall panel with a stylized sailboat graphic and partial Chinese text. Additional display panels with product information become visible along the right wall.",
+          "Part 3/8: The camera now fully captures the red and white wall panel featuring the sailboat graphic and vertical Chinese characters '自强不息 永不满足'. Adjacent to it, more wall-mounted displays showcase products under warm accent lighting. The central white display is still partially visible in the foreground, anchoring the scene. The camera continues its smooth, steady rotation, revealing more of the right-side exhibits while maintaining consistent framing and brightness.",
+          "Part 4/8: As the pan progresses, the camera moves further along the right wall, showcasing additional shelving units filled with neatly arranged products and promotional materials. The red and white sailboat panel recedes into the background. The camera begins to turn toward the far end of the room, where glass doors with metallic frames start to appear. The central white display is now seen from the side, with its illuminated base casting soft shadows on the wood floor.",
+          "Part 5/8: The camera focuses on the far end of the hall, revealing the full view of the glass doors with metal frames, flanked by more banners and informational posters. The central white display is now visible in the distant background, framed between the glass doors and the right wall. The camera maintains its steady clockwise motion, capturing the depth of the space and the symmetrical arrangement of displays on both sides.",
+          "Part 6/8: The camera continues its rotation, now moving past the glass doors and beginning to reveal the left wall again. The central white display reappears more prominently in the frame, with the blue-and-white branded bags clearly visible on its lower tier. The wooden shelves on the left wall, previously seen at the start, come back into view, reinforcing the circular nature of the camera movement. Lighting remains consistent and bright throughout.",
+          "Part 7/8: The camera pans further left, bringing the wooden shelves with framed items fully back into view. The central white display is now directly ahead again, with the '让生活有味' banner and overhead sign clearly legible behind it. The red and white sailboat panel is now visible on the far right, completing the spatial loop. The camera’s motion remains smooth and deliberate, maintaining a consistent height and distance from the central display.",
+          "Part 8/8: Finally, the camera completes its 360-degree clockwise rotation, returning to a near-identical starting position — facing the central white display with blue bags, the wooden shelves on the left, the red and white sailboat panel on the right, and the glass doors at the far end visible behind the display. The lighting, composition, and spatial relationships remain unchanged, creating a seamless loop that emphasizes the curated, professional atmosphere of the exhibition space."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c",
+    "video_path": "videos/mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video begins with a close-up shot of a man with dark, slightly messy hair, wearing a yellow short-sleeved shirt and a brown sleeveless vest. He is holding a white flip phone to his right ear with his left hand, which also features a silver bracelet. The man appears to be engaged in a conversation, occasionally adjusting his hair with his right hand while listening intently. The background consists of lush green foliage, softly blurred, suggesting an outdoor setting in natural daylight. The camera remains steady, focusing on the man's face and upper body throughout the sequence."
+        ],
+        "level_2": [
+          "The video opens with a close-up of the man as he holds a white flip phone to his ear, his left hand adorned with a silver bracelet. His dark, slightly messy hair frames his face, and he wears a yellow shirt under a brown sleeveless vest. Initially, he adjusts his hair with his right hand while listening to the call. The background is a soft blur of green foliage, indicating an outdoor environment bathed in natural light. As the scene progresses, the man continues his conversation, his expression shifting subtly as he listens and responds.",
+          "In the middle of the video, the focus remains on the man as he continues his phone conversation. His posture and position stay consistent, with the white flip phone still held to his ear. His facial expressions convey attentiveness and engagement, with slight movements of his head as he speaks or reacts. The background of green foliage remains unchanged, maintaining the serene outdoor atmosphere. The lighting continues to highlight his features, emphasizing the details of his clothing and accessories.",
+          "The final part of the video shows the man still deeply involved in his phone call. His dark hair and casual attire remain prominent, with the silver bracelet on his left wrist catching the light. The white flip phone is consistently positioned against his ear, and his subtle gestures suggest an ongoing dialogue. The background of blurred greenery persists, providing a tranquil backdrop. The camera maintains its steady focus on the man, capturing the continuity of his actions and the consistency of the scene."
+        ],
+        "level_3": [
+          "The video starts with a close-up of the man, highlighting his dark, slightly messy hair and his attire: a yellow short-sleeved shirt layered under a brown sleeveless vest. He holds a white flip phone to his right ear, his left hand featuring a silver bracelet. Initially, he adjusts his hair with his right hand while listening to the call, his expression focused and attentive. The background is a soft blur of green foliage, suggesting an outdoor setting in natural daylight.",
+          "As the video progresses, the man continues his phone conversation, his posture and position remaining consistent. His facial expressions subtly shift, reflecting his engagement in the dialogue. The white flip phone stays firmly against his ear, and his left hand occasionally moves, possibly gesturing as he speaks. The background of green foliage remains unchanged, maintaining the serene outdoor ambiance.",
+          "In the next segment, the man's attention remains fixed on the conversation. His dark hair and casual clothing are still prominent, with the silver bracelet on his left wrist visible. The white flip phone is consistently held to his ear, and his slight head movements indicate active participation in the call. The background of blurred greenery continues to provide a tranquil setting, with no significant changes in the environment.",
+          "The video continues with the man still engaged in his phone call. His facial expressions and body language suggest a dynamic conversation, with occasional adjustments to his hair and phone placement. The background remains a consistent blur of green foliage, reinforcing the outdoor setting. The lighting highlights his features and attire, ensuring visual continuity.",
+          "Finally, the man concludes his phone conversation, his expression reflecting the end of the dialogue. The white flip phone is still held to his ear, and his left hand, with the silver bracelet, remains visible. The background of green foliage persists, maintaining the serene outdoor atmosphere. The camera remains steady, capturing the man's final moments in the scene, ensuring identity and spatial consistency throughout the video."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_egoschema_e19832a424258cf3071bd7f4d89b822586cce68c1de7fd08586d1907ad3abf8d",
+    "video_path": "videos/mem_egoschema_e19832a424258cf3071bd7f4d89b822586cce68c1de7fd08586d1907ad3abf8d.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video begins in a warmly lit bathroom with a white toilet visible near the sink and mirror. The camera moves around, showing the toilet from different angles as it pans across the room. A person briefly appears in the background. The scene transitions to a hallway where the same person is seen walking away from the bathroom. The camera follows them into a bedroom, which is dimly lit and features a bed with colorful bedding. The video then returns to the bathroom, focusing again on the white toilet, before moving back into the bedroom, ending with a close-up of the bed's messy bedding."
+        ],
+        "level_2": [
+          "The video opens in a cozy, yellow-lit bathroom featuring a white toilet next to a sink and mirror. The camera explores the space, capturing the toilet from various perspectives. A person walks through the bathroom and exits into a hallway. The camera follows them into a dimly lit bedroom with a bed covered in colorful, rumpled bedding. After a brief exploration of the bedroom, the video cuts back to the bathroom, focusing once more on the white toilet, and then returns to the bedroom, highlighting the bed's disarray.",
+          "Continuing from the hallway, the camera enters a bedroom with warm lighting and a bed adorned with vibrant, mismatched bedding. The person seen earlier is no longer in frame. The scene shifts back to the bathroom, where the white toilet is shown again, this time from a slightly different angle. The camera then moves back into the bedroom, lingering on the bed's chaotic arrangement of pillows and blankets.",
+          "The final segment focuses on the bedroom, showcasing the bed's colorful and disorganized bedding under the warm yellow light. The camera pans around the bed, capturing details like a plush toy and scattered items. The video ends with a lingering shot of the bed, emphasizing its untidy state, while the background remains softly lit."
+        ],
+        "level_3": [
+          "The video starts in a warmly lit bathroom with a white ceramic toilet visible near the sink and mirror. The camera moves around, capturing the toilet from different angles, including a close-up of the tank and flush mechanism. A person briefly appears in the background, walking towards the door. The scene transitions to a hallway with wooden doors, where the same person is seen walking away from the bathroom.",
+          "The camera follows the person into a dimly lit bedroom with a bed covered in colorful, rumpled bedding. The room has warm lighting and features a few framed pictures on the walls. The camera explores the bedroom briefly before cutting back to the bathroom, focusing again on the white toilet from a slightly different perspective.",
+          "The video returns to the bedroom, where the camera lingers on the bed's messy bedding, capturing details like a plush toy and scattered items. The warm yellow light illuminates the room, highlighting the disarray. The camera pans around the bed, emphasizing its untidy state.",
+          "The scene continues in the bedroom, with the camera moving closer to the bed, showcasing the vibrant and chaotic arrangement of pillows and blankets. The warm lighting casts a cozy glow over the room, while the background remains softly lit. The camera captures various angles of the bed's disarray.",
+          "The video concludes with a close-up of the bed's colorful and rumpled bedding, focusing on details like a plush toy and scattered items. The warm yellow light continues to illuminate the room, creating a cozy atmosphere. The camera lingers on the bed, emphasizing its untidy state, before the video ends."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_egoschema_3533efdc87f08436b79ff62ba8e9277fc497952e4e9157808b21caac2b81d009",
+    "video_path": "videos/mem_egoschema_3533efdc87f08436b79ff62ba8e9277fc497952e4e9157808b21caac2b81d009.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases the intricate process of weaving a partially completed bamboo basket, focusing on the hands of a skilled artisan working in a rustic workshop. The basket features a cylindrical shape with a flared top, constructed from vertical bamboo slats (staves) and horizontally woven lighter and greenish bamboo strips. Throughout the video, the camera captures various angles, including close-ups of the weaving technique, side views highlighting the basket's structure, and overhead shots showing the artisan's precise hand movements. In the background, other individuals are seen engaged in similar craftwork, surrounded by bamboo materials and tools, emphasizing the traditional and communal nature of the activity."
+        ],
+        "level_2": [
+          "The video opens with a close-up view of a partially completed bamboo basket being woven by an artisan. The basket has a cylindrical base with vertical bamboo staves forming the sides and horizontal strips interwoven to create a sturdy pattern. The artisan's hands are shown manipulating the bamboo strips with precision, using a tool to tighten and secure the weave. The camera then shifts to a wider angle, revealing the workshop environment where other baskets are in various stages of completion and additional artisans are working in the background. The scene transitions to a side view of the basket, showcasing its flared top and the ongoing construction process.",
+          "Continuing from the previous scene, the video focuses on the detailed weaving process of the bamboo basket. The artisan's hands are actively weaving the horizontal strips around the vertical staves, ensuring a tight and even pattern. The camera captures close-up shots of the bamboo strips being interlaced, highlighting the texture and color variations of the bamboo. The perspective shifts to an overhead view, providing a comprehensive look at the basket's structure and the artisan's methodical approach. In the background, other individuals continue their craftwork, contributing to the bustling atmosphere of the workshop.",
+          "The final segment of the video provides a dynamic view of the basket-weaving process. The camera captures the artisan's hands as they skillfully manipulate the bamboo strips, occasionally adjusting the basket's position for better access. The video includes a mix of close-up and side views, emphasizing the craftsmanship involved in creating the basket. The background remains consistent, with other artisans working on their projects and bamboo materials scattered around the workshop. The video concludes with a focus on the basket's progress, showcasing the intricate details and the artisan's expertise."
+        ],
+        "level_3": [
+          "The video begins with a close-up shot of a partially completed bamboo basket, highlighting the vertical staves and the initial stages of horizontal weaving. The artisan's hands are seen carefully placing and securing the bamboo strips, using a tool to ensure the weave is tight and even. The camera captures the texture and natural colors of the bamboo, emphasizing the craftsmanship involved. The background reveals a rustic workshop setting with other baskets and materials visible.",
+          "As the video progresses, the camera shifts to a wider angle, showing the basket in a more complete state with a flared top. The artisan continues to weave the horizontal strips around the vertical staves, demonstrating precision and skill. The perspective changes to an overhead view, providing a clear look at the basket's structure and the intricate pattern being formed. In the background, other individuals are seen working on similar craft projects, adding to the communal atmosphere of the workshop.",
+          "The next segment focuses on the detailed weaving process, with the camera capturing close-up shots of the artisan's hands as they meticulously interlace the bamboo strips. The basket's cylindrical shape and flared top become more defined, showcasing the progress made. The camera occasionally shifts to side views, highlighting the basket's form and the artisan's methodical approach. The background remains consistent, with other artisans continuing their work amidst the bamboo materials.",
+          "In this part of the video, the camera provides a dynamic view of the basket-weaving process. The artisan's hands are shown making adjustments to the basket's position, ensuring the weave is even and secure. The video includes a mix of close-up and side views, emphasizing the texture and color variations of the bamboo. The background reveals more of the workshop, with other individuals engaged in similar craftwork, contributing to the overall ambiance of the scene.",
+          "The video concludes with a focus on the basket's near-completion stage. The camera captures the artisan's hands as they make final adjustments to the weave, ensuring the basket is sturdy and well-formed. The video includes a mix of close-up and overhead shots, showcasing the intricate details and the artisan's expertise. The background remains consistent, with other artisans working on their projects and bamboo materials scattered around the workshop, highlighting the traditional and communal nature of the craft."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_openhumanvid_c83b792f5f5f7e9b9a72bc873c8fcd7b6bf3351797df0784323181678f56c8ca",
+    "video_path": "videos/mem_openhumanvid_c83b792f5f5f7e9b9a72bc873c8fcd7b6bf3351797df0784323181678f56c8ca.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A close-up shot of a woman with short black hair, wearing a black top and dangling earrings, as she holds a white flip phone to her ear. Her expression is serious and contemplative, suggesting she is engaged in an important conversation. The background is softly blurred, featuring warm, muted tones of beige and brown, possibly indicating a cozy indoor setting like a living room or office. The lighting is soft and natural, highlighting her features and the details of her attire."
+        ],
+        "level_2": [
+          "The scene opens with a close-up of the woman, focusing on her face as she listens intently to the phone call. Her eyes are slightly narrowed, and her lips are parted as if she is about to speak or reacting to what she hears. The white flip phone is held firmly against her ear, its screen glowing faintly blue. The background remains out of focus, with hints of furniture and warm lighting creating a calm yet tense atmosphere.",
+          "As the conversation continues, the woman's expression shifts subtly. She blinks slowly, her gaze occasionally shifting downward, indicating deep thought or concern. The camera remains steady, maintaining the tight framing on her face, emphasizing her emotional state. The soft lighting continues to cast gentle shadows across her features, enhancing the intimate and focused nature of the scene.",
+          "In the final part of this segment, the woman lowers the phone slightly, her eyes closing for a moment as if processing the information she has just received. Her demeanor suggests a mix of relief and contemplation. The background remains consistent, with the blurred furniture and warm tones providing a stable backdrop to her evolving emotional response."
+        ],
+        "level_3": [
+          "The video begins with a close-up of the woman, her short black hair neatly styled, and her black top complemented by elegant dangling earrings. She holds a white flip phone to her ear, her expression serious and focused. The background is softly blurred, with warm, neutral tones suggesting a comfortable indoor environment. The lighting is soft, highlighting her features and the details of her attire.",
+          "As the phone call progresses, the woman's expression becomes more animated. Her eyes narrow slightly, and her lips move subtly, indicating she is actively listening and responding. The white flip phone remains pressed against her ear, its screen glowing faintly blue. The camera stays fixed on her face, capturing every nuance of her reaction. The background remains out of focus, maintaining the intimate feel of the scene.",
+          "The woman's demeanor shifts as she continues the conversation. Her eyes briefly close, and her head tilts slightly downward, suggesting a moment of reflection or concern. The phone is still held close to her ear, but her grip appears slightly relaxed. The soft lighting continues to illuminate her face, casting gentle shadows that enhance the emotional depth of the scene. The blurred background remains consistent, providing a stable setting.",
+          "In the next phase, the woman's expression softens. Her eyes open wider, and a slight smile plays on her lips, indicating a positive turn in the conversation. The white flip phone is still held to her ear, but her posture relaxes further. The camera maintains its close-up focus, capturing the subtle changes in her expression. The warm, blurred background continues to provide a cozy ambiance.",
+          "The video concludes with the woman lowering the phone slightly, her eyes closing for a moment as if taking a deep breath. Her expression is one of calm reflection, suggesting the conversation has reached a resolution. The white flip phone is no longer the central focus, and her relaxed posture indicates a sense of closure. The soft lighting and blurred background remain consistent, wrapping up the scene with a sense of tranquility."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_dl3dv_8118d776cf7856c5ae92a6f10ec5938e23bfc2867c10a4949b92a660637ef459",
+    "video_path": "videos/mem_dl3dv_8118d776cf7856c5ae92a6f10ec5938e23bfc2867c10a4949b92a660637ef459.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, low-angle shot moving forward along a grassy slope bordered by lush green shrubs and wildflowers. On the left, a large red sandstone wall rises vertically, while ahead, the modern beige facade of the Eiteljorg Museum building comes into view under an overcast sky. A massive black bull statue, mounted on a tiered red sandstone pedestal, dominates the center of the frame as the camera pans right, revealing its muscular form and upward-curving horns. The museum’s name 'Eiteljorg Museum' is clearly visible in dark lettering on the building’s exterior. As the camera continues circling clockwise around the statue, it reveals more of the surrounding urban plaza: paved walkways, manicured lawns, and distant city buildings. At 0:06, the iconic blue Indianapolis Colts skyscraper enters the frame to the right, its vertical white lettering reading 'INDIANAPOLIS COLTS' standing out against the cloudy sky. The camera circles back toward the museum, capturing dynamic angles of the bull statue from multiple perspectives — front, side, rear — emphasizing its imposing scale and artistic texture. Continuing from this arc, the camera moves slightly lower and closer to the base of the statue, then pulls back again to reveal the full context: the museum entrance, the landscaped grounds, and the Colts tower looming in the background. Finally, the video ends with a sweeping pan that re-centers the bull statue framed between the Eiteljorg Museum and the Colts skyscraper, reinforcing their spatial relationship and the harmony of art, architecture, and urban identity in this civic space."
+        ],
+        "level_2": [
+          "The video starts with a slow push-in along a grassy hillside lined with dense green bushes, revealing the Eiteljorg Museum’s angular beige exterior and the towering black bull statue perched on a red stone plinth. The camera pans right, circling the statue to show its detailed musculature and horns against the backdrop of the museum’s entrance and signage. The overcast sky casts soft, even lighting across the scene, highlighting architectural textures and landscaping details.",
+          "Continuing from the first segment, the camera completes its circular path around the bull statue, now revealing the broader urban environment. The blue Indianapolis Colts skyscraper appears prominently on the right, its bold vertical lettering contrasting with the muted tones of the museum and surrounding buildings. The camera tilts up to capture the full height of the skyscraper before panning down to show the plaza’s paved walkways, benches, and adjacent structures, maintaining focus on the statue as the central anchor.",
+          "Finally, the camera reverses direction slightly, moving back toward the museum entrance while keeping the bull statue centered. It captures the interplay of natural and built elements — manicured lawns, shrubbery, stone walls, and modern facades — all under the same gray sky. The Colts tower remains visible in the background as the camera pulls back for a final wide shot that frames the statue symmetrically between the museum and the skyscraper, concluding with a sense of place and civic pride."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle tracking shot moving forward along a grassy slope bordered by thick green shrubbery. To the left, a tall red sandstone wall stands, while ahead, the beige geometric facade of the Eiteljorg Museum begins to emerge under a cloudy sky. A large black bull statue on a red pedestal is partially visible behind foliage. The camera continues forward and pans right, bringing the full form of the black bull statue into view. Its muscular body and upward-pointing horns are emphasized as the camera circles slightly. The Eiteljorg Museum’s entrance and signage become clearer, with windows and overhangs visible beneath the overcast sky.",
+          "20-40%: The camera completes a partial circle around the bull statue, now showing its left flank and rear. The museum’s modern architecture fills the background, with clean lines and recessed entryways. Shrubs and small yellow flowers at the statue’s base add color contrast to the earth-toned materials. The camera continues its arc, now revealing the open plaza behind the statue. Paved walkways, low stone walls, and distant buildings come into view. The sky remains overcast, casting diffuse light that softens shadows and highlights the textures of stone and metal surfaces.",
+          "40-60%: As the camera pans further right, the blue Indianapolis Colts skyscraper suddenly enters the frame, its vertical white text 'INDIANAPOLIS COLTS' standing out sharply. The camera tilts upward briefly to capture the tower’s height, then returns to eye level, framing the bull statue with the skyscraper in the background. The camera circles back toward the museum, now showing the bull statue from a rear-three-quarter angle. The Colts tower remains visible over the statue’s shoulder, creating a visual juxtaposition between the artistic sculpture and corporate architecture. Landscaping elements like trimmed hedges and lawn areas are clearly defined.",
+          "60-80%: The camera lowers slightly and moves closer to the statue’s base, capturing details of the red sandstone pedestal and surrounding ground cover. It then pulls back slowly, re-centering the statue within the wider context of the plaza, museum entrance, and adjacent buildings. The museum’s name 'Eiteljorg Museum' is clearly visible in dark lettering on the building’s exterior, and the urban plaza features paved walkways, manicured lawns, and distant city buildings.",
+          "80-100%: Finally, the camera executes a slow, wide pan that frames the black bull statue perfectly between the Eiteljorg Museum on the left and the Indianapolis Colts skyscraper on the right. The overcast sky provides a neutral backdrop, and the entire scene conveys a sense of civic harmony and urban design integration, concluding with a static, balanced composition."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle tracking shot moving forward along a grassy slope bordered by thick green shrubbery. To the left, a tall red sandstone wall stands, while ahead, the beige geometric facade of the Eiteljorg Museum begins to emerge under a cloudy sky. A large black bull statue on a red pedestal is partially visible behind foliage.",
+          "Part 2/8: The camera continues forward and pans right, bringing the full form of the black bull statue into view. Its muscular body and upward-pointing horns are emphasized as the camera circles slightly. The Eiteljorg Museum’s entrance and signage become clearer, with windows and overhangs visible beneath the overcast sky.",
+          "Part 3/8: The camera completes a partial circle around the bull statue, now showing its left flank and rear. The museum’s modern architecture fills the background, with clean lines and recessed entryways. Shrubs and small yellow flowers at the statue’s base add color contrast to the earth-toned materials.",
+          "Part 4/8: The camera continues its arc, now revealing the open plaza behind the statue. Paved walkways, low stone walls, and distant buildings come into view. The sky remains overcast, casting diffuse light that softens shadows and highlights the textures of stone and metal surfaces.",
+          "Part 5/8: As the camera pans further right, the blue Indianapolis Colts skyscraper suddenly enters the frame, its vertical white text 'INDIANAPOLIS COLTS' standing out sharply. The camera tilts upward briefly to capture the tower’s height, then returns to eye level, framing the bull statue with the skyscraper in the background.",
+          "Part 6/8: The camera circles back toward the museum, now showing the bull statue from a rear-three-quarter angle. The Colts tower remains visible over the statue’s shoulder, creating a visual juxtaposition between the artistic sculpture and corporate architecture. Landscaping elements like trimmed hedges and lawn areas are clearly defined.",
+          "Part 7/8: The camera lowers slightly and moves closer to the statue’s base, capturing details of the red sandstone pedestal and surrounding ground cover. It then pulls back slowly, re-centering the statue within the wider context of the plaza, museum entrance, and adjacent buildings.",
+          "Part 8/8: Finally, the camera executes a slow, wide pan that frames the black bull statue perfectly between the Eiteljorg Museum on the left and the Indianapolis Colts skyscraper on the right. The overcast sky provides a neutral backdrop, and the entire scene conveys a sense of civic harmony and urban design integration, concluding with a static, balanced composition."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_dl3dv_225b22a8c735f5c1ea2bbb806e6d9a1abac0902fd493820f0965c03fd2a413f4",
+    "video_path": "videos/mem_dl3dv_225b22a8c735f5c1ea2bbb806e6d9a1abac0902fd493820f0965c03fd2a413f4.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a low-angle, wide shot of a black rolling cart with three tiers positioned in the center of a cozy living room. The top tier holds two patterned pillows with circular designs in purple, beige, and brown tones. The middle shelf contains a white plastic laundry basket with blue handles, slightly tilted forward. Below it, on the bottom level, rests a small blue plastic step stool. The camera slowly circles clockwise around the cart, revealing a beige sectional sofa in the background with throw pillows and a blanket draped over one armrest. To the left, a large flat-screen TV on a black media stand displays colorful, animated graphics — possibly a game or cartoon. A blue exercise ball sits near the TV stand. Behind the sofa, a tall floor lamp with a curved neck stands next to a framed photo on a side table. As the camera continues its orbit, it dips lower to emphasize the blue step stool, then rises again to capture the full height of the cart and the pillows atop. The lighting is warm and ambient, coming from ceiling fixtures and the lamp. The carpeted floor is light beige, matching the sofa. The camera movement is smooth and continuous, maintaining focus on the cart while revealing different angles of the surrounding furniture and decor. Continuing from this orbit, the camera completes a full 360-degree rotation, passing by a glass sliding door on the far left and returning to the initial viewpoint, where the cart remains centered, the laundry basket visible, the pillows neatly arranged, and the TV still displaying vibrant visuals. Finally, the camera tilts slightly upward as if preparing to end, capturing the top pillows and the ceiling fan above, before gently lowering back to frame the cart’s base and the blue step stool once more, completing the full sequence with all mandatory landmarks present and visually consistent throughout."
+        ],
+        "level_2": [
+          "The video starts with a low-angle, wide shot of a black rolling cart with three tiers centered in a living room. The top tier holds two patterned pillows with circular designs in purple, beige, and brown. The middle shelf contains a white laundry basket with blue handles, and the bottom level has a blue plastic step stool. The camera begins circling clockwise, revealing a beige sectional sofa in the background, a large TV on a stand displaying colorful graphics, and a blue exercise ball nearby. A floor lamp stands behind the sofa. The camera moves smoothly, keeping the cart centered while showcasing the surrounding environment.",
+          "Continuing from the first segment, the camera completes half its orbit around the cart, now showing the opposite side of the room. The beige sectional sofa remains visible, along with the TV still displaying vibrant animations. The blue step stool is clearly seen beneath the laundry basket. The camera dips slightly lower to emphasize the bottom shelf, then rises to show the full cart height again. The patterned pillows remain undisturbed on top. The warm ambient lighting and beige carpeting are consistent. The camera passes by a glass sliding door on the left and prepares to complete its circle.",
+          "Finally, the camera completes its 360-degree orbit around the cart, returning to the starting angle. All mandatory landmarks are visible: the white laundry basket on the middle shelf, the patterned pillows on top, the blue step stool below, the beige sectional sofa in the background, the TV displaying colorful graphics, the blue exercise ball near the TV, and the floor lamp behind the sofa. The camera tilts slightly upward toward the ceiling fan, then lowers again to frame the cart’s base and step stool, concluding the video with a stable, centered view of the cart and its surroundings."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle, wide shot of a black rolling cart with three tiers centered in a cozy living room. The top shelf holds two patterned pillows with circular designs in purple, beige, and brown tones; the middle shelf contains a white plastic laundry basket with blue handles, slightly tilted forward; the bottom level rests a small blue plastic step stool. In the background, a beige sectional sofa is visible with throw pillows and a blanket draped over one armrest, a large flat-screen TV on a black media stand displays colorful animated graphics, and a blue exercise ball sits near the TV stand. A tall floor lamp with a curved neck stands behind the sofa next to a framed photo on a side table. The camera begins a smooth clockwise orbit around the cart.",
+          "20-40%: Continuing the clockwise orbit, the camera reveals more of the beige sectional sofa and the floor lamp behind it, while keeping the cart centered. The white laundry basket remains prominent on the middle shelf, the patterned pillows stay undisturbed on top, and the blue step stool is clearly visible beneath. The TV continues displaying vibrant animations. The camera dips slightly lower to emphasize the blue step stool and the cart’s base, then rises again to capture the full height of the cart, including the pillows and ceiling fan above. The warm ambient lighting and light beige carpet remain consistent.",
+          "40-60%: As the camera progresses past the halfway point of its orbit, it shows the side of the cart with the TV and blue exercise ball more centrally framed, and the glass sliding door becomes visible on the far left. The beige sectional sofa curves into the background, and the white laundry basket and blue step stool remain consistently in view. The camera maintains a low angle, emphasizing the cart’s structure and contents, then shifts to show the rear of the cart—where the patterned pillows are still neatly placed, the laundry basket is visible from behind, and the sofa and lamp are partially obscured but present.",
+          "60-80%: The camera continues its orbit, approaching the front-left side again; the blue exercise ball near the TV becomes more prominent, and the beige sectional sofa and floor lamp reappear fully. The white laundry basket and blue step stool remain clearly visible. The camera tilts up slightly to capture the full height of the cart and the patterned pillows on top. Nearing completion of the 360-degree rotation, the cart is shown from an angle nearly identical to the start, with all core elements—the pillows, basket, step stool, sofa, TV, exercise ball, and lamp—in place and unchanged. The camera begins a slight upward tilt toward the ceiling fan.",
+          "80-100%: Finally, the camera completes its full 360-degree orbit and returns to the initial centered framing of the black rolling cart. The white laundry basket sits on the middle shelf, the patterned pillows rest neatly on top, and the blue step stool remains on the bottom level. All mandatory landmarks are present and visually consistent: the beige sectional sofa, the TV with colorful graphics, the blue exercise ball, and the floor lamp. The camera tilts up briefly toward the ceiling fan, then gently lowers to rest on the cart’s base and the blue step stool, concluding the video with a stable, centered view of the cart and its surroundings."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle, wide shot focused on a black rolling cart with three tiers. The top shelf holds two patterned pillows with circular motifs in purple, beige, and brown. The middle shelf features a white laundry basket with blue handles, slightly tilted. The bottom shelf has a blue plastic step stool. In the background, a beige sectional sofa is visible, along with a large TV on a stand displaying colorful graphics. A blue exercise ball rests near the TV. The camera begins a slow clockwise orbit.",
+          "Part 2/8: Continuing from the previous shot, the camera moves slightly right, revealing more of the beige sectional sofa and a floor lamp behind it. The white laundry basket remains prominent on the middle shelf. The patterned pillows on top are steady. The TV continues to display vivid animations. The blue step stool is visible beneath the basket. The carpet is beige, and ambient lighting fills the room.",
+          "Part 3/8: The camera continues its clockwise rotation, now showing the side of the cart with the TV and blue exercise ball more centrally framed. The white laundry basket and blue step stool remain in view. The beige sectional sofa curves into the background. The patterned pillows on top are unchanged. The camera maintains a low angle, emphasizing the cart’s structure and contents.",
+          "Part 4/8: As the camera progresses halfway around the cart, it reveals a glass sliding door on the left side of the room. The TV screen remains active with colorful graphics. The beige sectional sofa extends across the background. The white laundry basket and blue step stool are consistently visible. The camera dips slightly downward, focusing momentarily on the bottom shelf before rising again.",
+          "Part 5/8: The camera continues its orbit, now showing the rear of the cart. The patterned pillows on top are still neatly placed. The white laundry basket is visible from the back angle. The beige sectional sofa and floor lamp are partially obscured but still present. The blue step stool remains on the bottom level. The TV’s colorful display is still visible to the right.",
+          "Part 6/8: The camera moves further around, approaching the front-left side of the cart again. The blue exercise ball near the TV becomes more prominent. The white laundry basket and blue step stool are clearly in view. The beige sectional sofa and floor lamp reappear more fully. The camera tilts up slightly to capture the full height of the cart and the patterned pillows on top.",
+          "Part 7/8: Nearing completion of the 360-degree orbit, the camera shows the cart from a nearly identical angle to the start. The white laundry basket, blue step stool, and patterned pillows are all in place. The TV continues to display colorful graphics. The beige sectional sofa and floor lamp are fully visible. The camera begins to tilt upward slightly, hinting at the ceiling fan above.",
+          "Part 8/8: Finally, the camera completes its orbit and returns to the initial framing. The black rolling cart is centered, with the white laundry basket on the middle shelf, the patterned pillows on top, and the blue step stool below. The beige sectional sofa, TV with colorful graphics, blue exercise ball, and floor lamp are all present in the background. The camera tilts up briefly toward the ceiling fan, then lowers to rest on the cart’s base and step stool, concluding the video with a stable, centered view."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_egoschema_688765b9178f4166e2a67f1f775eff23bde7ed9f78be3174db04d52355c5afbe",
+    "video_path": "videos/mem_egoschema_688765b9178f4166e2a67f1f775eff23bde7ed9f78be3174db04d52355c5afbe.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video shows a person wearing blue gloves and a white lab coat working on a complex industrial machine. The main focus is a cylindrical metallic component with blue seals on both ends, which is part of a larger assembly involving various hoses, wires, and metallic structures. The person manipulates the component, adjusting its position and connections while occasionally using a smartphone to reference settings or data. The camera moves around the machinery, providing close-up views of the component's details, such as the blue seals and attached copper wires, as well as wider shots showing the component's integration into the machine. The environment appears to be a laboratory or industrial workshop with tools, cables, and other equipment visible."
+        ],
+        "level_2": [
+          "The video begins with a close-up view of a person in blue gloves and a white lab coat working on a large industrial machine. The focus is on a cylindrical metallic component with blue seals, which is connected to various hoses and wires. The person adjusts the component, ensuring it is properly aligned within the machine. The camera then shifts to show the person using a smartphone, likely referencing technical information or settings related to the machine. The scene transitions to a wider shot, revealing more of the complex machinery and the person continuing to fine-tune the component's position.",
+          "In the middle section, the person continues to work on the cylindrical metallic component, making precise adjustments to its placement within the machine. The camera provides detailed close-ups of the blue seals and the surrounding area, highlighting the intricate network of hoses and wires. The person uses their hands to manipulate the component, ensuring all connections are secure. The background remains consistent with the industrial workshop setting, filled with various tools and equipment.",
+          "The final part of the video shows the person making final adjustments to the cylindrical component, ensuring it is perfectly aligned and secured within the machine. The camera captures the component from multiple angles, emphasizing the blue seals and the metallic sheen of the cylinder. The person steps back briefly, possibly to assess their work, before returning to make minor tweaks. The video concludes with a close-up of the fully assembled component, showcasing the precision and care taken during the process."
+        ],
+        "level_3": [
+          "The video opens with a close-up shot of a person wearing blue gloves and a white lab coat, working on a large industrial machine. The main object of focus is a cylindrical metallic component with blue seals on both ends, which is part of a complex assembly involving numerous hoses and wires. The person begins by adjusting the component, ensuring it is properly positioned within the machine. The camera angle shifts slightly, providing a broader view of the workspace, which includes various tools and equipment scattered around.",
+          "As the video progresses, the person continues to manipulate the cylindrical component, making precise adjustments to its alignment. The camera zooms in on the blue seals and the attached copper wires, highlighting the intricate details of the component. The person then picks up a smartphone, likely referencing technical specifications or settings related to the machine. The camera captures this action from a slightly different angle, showing the person's hands holding the phone while still working on the component.",
+          "Next, the person focuses on securing the cylindrical component within the machine. The camera provides a close-up view of the component's connection points, showing the person tightening bolts and ensuring all connections are secure. The background remains consistent with the industrial workshop setting, with various hoses and wires visible. The person then steps back to assess their work, making sure everything is properly aligned and functioning correctly.",
+          "The video continues with the person making final adjustments to the cylindrical component. The camera captures the component from multiple angles, emphasizing the blue seals and the metallic sheen of the cylinder. The person uses their hands to ensure all connections are tight and secure, paying close attention to the details. The background remains filled with various tools and equipment, reinforcing the industrial workshop environment.",
+          "In the final segment, the person makes minor tweaks to the cylindrical component, ensuring it is perfectly aligned and secured within the machine. The camera provides a close-up view of the component, showcasing the precision and care taken during the process. The person steps back briefly, possibly to assess their work, before returning to make any necessary final adjustments. The video concludes with a detailed shot of the fully assembled component, highlighting the successful completion of the task."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_openhumanvid_3417154e322ba78411000363b05ee7409b73a31e7af65e5968a1908e1e84537a",
+    "video_path": "videos/mem_openhumanvid_3417154e322ba78411000363b05ee7409b73a31e7af65e5968a1908e1e84537a.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens with a close-up of two women in an indoor setting, likely an office or studio. The primary subject is a woman with long, dark brown/black wavy hair, wearing a white ribbed turtleneck sweater, silver drop earrings, and a nose ring on her left nostril. She has neutral makeup with pink lipstick. Initially, she faces away from the camera, then turns to face another woman who is partially visible, wearing a black jacket with a red collar. The second woman has her dark hair styled in a bun. As the scene progresses, the first woman speaks while turning her head slightly, and the camera follows her movements. The background features modern decor, including a framed abstract painting, patterned wallpaper, and circular ceiling lights. The two women appear to be engaged in a serious conversation, with the camera capturing their expressions and body language."
+        ],
+        "level_2": [
+          "The video begins with a close-up shot of a woman with long, dark brown/black wavy hair, wearing a white ribbed turtleneck sweater, silver drop earrings, and a nose ring on her left nostril. She is facing away from the camera initially, revealing her profile as she turns to engage with another woman who is partially visible, wearing a black jacket with a red collar. The second woman has her hair styled in a neat bun. The setting appears to be a modern indoor space, possibly an office or studio, with patterned wallpaper, a framed abstract painting, and circular ceiling lights in the background. The first woman begins to speak, her facial expressions shifting as she talks, while the camera follows her movements, maintaining focus on her face and upper body.",
+          "Continuing from the previous scene, the camera captures the ongoing interaction between the two women. The woman in the white turtleneck sweater remains the focal point, her long, wavy hair cascading over her shoulders. She continues to speak, her mouth moving as she articulates her words, and her eyes occasionally glancing at the other woman. The second woman, still partially visible, listens intently, her head slightly tilted. The background remains consistent, with the framed abstract painting and patterned wallpaper providing a stable visual context. The camera angle shifts slightly, offering a more frontal view of the first woman as she maintains her position in the frame.",
+          "In the final segment, the camera pulls back to reveal more of the room, showing both women standing side by side. The woman in the white turtleneck sweater has her arms crossed, her expression serious as she continues to speak. The second woman, now fully visible, stands beside her, listening attentively. The background includes a large framed abstract painting on the wall, patterned wallpaper, and a circular ceiling light fixture. The camera remains steady, capturing the full-body posture of both women as they engage in their conversation, emphasizing the spatial relationship between them and the surrounding environment."
+        ],
+        "level_3": [
+          "The video opens with a close-up shot of a woman with long, dark brown/black wavy hair, wearing a white ribbed turtleneck sweater, silver drop earrings, and a nose ring on her left nostril. She is facing away from the camera, revealing her profile as she turns to engage with another woman who is partially visible, wearing a black jacket with a red collar. The second woman has her hair styled in a neat bun. The setting appears to be a modern indoor space, possibly an office or studio, with patterned wallpaper, a framed abstract painting, and circular ceiling lights in the background.",
+          "As the scene progresses, the camera focuses on the woman in the white turtleneck sweater as she begins to speak. Her facial expressions shift subtly, indicating she is engaged in a conversation. The second woman listens intently, her head slightly tilted. The camera angle shifts slightly, offering a more frontal view of the first woman as she maintains her position in the frame, with the background elements remaining consistent.",
+          "The camera continues to follow the woman in the white turtleneck sweater as she speaks, capturing her upper body and face in detail. Her long, wavy hair frames her face, and her neutral makeup with pink lipstick is clearly visible. The second woman remains partially visible, her attention focused on the speaker. The background includes the framed abstract painting and patterned wallpaper, providing a stable visual context for the interaction.",
+          "The camera pulls back to reveal more of the room, showing both women standing side by side. The woman in the white turtleneck sweater has her arms crossed, her expression serious as she continues to speak. The second woman, now fully visible, stands beside her, listening attentively. The background includes a large framed abstract painting on the wall, patterned wallpaper, and a circular ceiling light fixture.",
+          "In the final moments, the camera remains steady, capturing the full-body posture of both women as they engage in their conversation. The woman in the white turtleneck sweater maintains her crossed-arm stance, her expression unwavering, while the second woman stands beside her, her body language suggesting she is listening carefully. The background elements, including the framed abstract painting and patterned wallpaper, remain consistent, providing a cohesive visual narrative throughout the video."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_egoschema_9827146f4dc3fdc6b3940eee5135b8b969cd5f0939e309801722eae85728ab39",
+    "video_path": "videos/mem_egoschema_9827146f4dc3fdc6b3940eee5135b8b969cd5f0939e309801722eae85728ab39.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A person is seen removing a white cabinet door from its hinge using a screwdriver. The door is detached, placed on the floor, and then carried through various parts of a house, including a staircase, a cluttered office area, and a kitchen. The person retrieves the door multiple times, moving it between rooms, and eventually returns it to its original location near the staircase. The video follows the door's journey, highlighting its consistent identity throughout the sequence."
+        ],
+        "level_2": [
+          "The video begins with a close-up of a person using a screwdriver to remove a white cabinet door from its hinge. The door is carefully detached and placed on the carpeted floor. The person then walks through a hallway, passing by a desk with a computer and an office chair, before heading towards a staircase. The scene transitions to the person carrying the door through a cluttered office area filled with tools and equipment.",
+          "In the middle section, the person continues their journey, walking down a staircase and entering a kitchen area. The white cabinet door is carried across the kitchen, past a counter with various items and a washing machine. The person then moves back upstairs, navigating through the hallway and returning to the original location near the staircase where the door was initially removed.",
+          "The final part of the video shows the person placing the white cabinet door back near the staircase. The camera captures the surrounding area, including a small wooden chair and some scattered papers. The person then walks back to the office area, picking up the screwdriver and other tools, and finally returns to the staircase, completing the cycle of the door's movement."
+        ],
+        "level_3": [
+          "The video opens with a close-up shot of a person's hand using a screwdriver to detach a white cabinet door from its hinge. The door is carefully removed and placed on the carpeted floor. The person, wearing a watch with a pink strap, stands up and begins to walk away from the door, moving towards a nearby desk with a computer and an office chair.",
+          "As the person walks through the hallway, the camera follows, capturing glimpses of the cluttered office area with various tools and equipment. The person then descends a staircase, passing by a small wooden chair and a radiator. The scene shifts to a kitchen area where the white cabinet door is carried across the room, past a counter with a coffee maker and a washing machine.",
+          "The person continues their journey, walking back upstairs through the hallway and returning to the original location near the staircase. The camera captures the surrounding area, including a small wooden chair and some scattered papers. The person then places the white cabinet door back near the staircase, standing for a moment to assess the area.",
+          "Next, the person walks back to the office area, picking up the screwdriver and other tools from the desk. The camera follows as they move through the hallway, passing by the staircase and heading towards a storage area filled with boxes and equipment. The person then returns to the staircase, completing the cycle of the door's movement.",
+          "In the final segment, the person is seen walking back to the office area, carrying the white cabinet door. They place the door near the desk and begin to organize the tools and equipment. The camera captures the person's movements as they tidy up the workspace, ensuring everything is in order. The video concludes with the person standing near the desk, having completed the task of moving and organizing the white cabinet door."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212",
+    "video_path": "videos/mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In a rustic, dimly lit room with cracked mud walls, a man lies on a bed, wearing a white shirt with red and blue patterns. He appears to be in distress or deep thought. A woman in a patterned gray dress stands beside him, her expression one of concern. Another man, dressed in a green jacket over a white shirt, holds a red cloth or object, presenting it to the man on the bed. The camera remains steady, focusing on the interaction between the three individuals, capturing their subtle movements and expressions as the man on the bed reacts to the object being shown to him."
+        ],
+        "level_2": [
+          "The scene opens with the man lying on the bed, his face showing signs of discomfort or contemplation. The woman stands close to him, her gaze fixed on his face, reflecting worry. The man in the green jacket holds a red cloth, carefully unfolding it while looking at the man on the bed. The background features a woven basket hanging on the wall, adding to the rustic ambiance. The camera maintains a medium shot, keeping all three characters in frame as they engage in this quiet, tense moment.",
+          "As the sequence progresses, the man on the bed begins to speak, his mouth moving and his eyes shifting slightly, indicating he is responding to the situation. The woman leans forward slightly, her concern intensifying as she listens. The man in the green jacket continues to hold the red cloth, now more prominently displaying it towards the man on the bed. The lighting remains consistent, highlighting the textures of their clothing and the roughness of the room's walls.",
+          "In the final part of this segment, the man on the bed becomes more animated, gesturing with his hand as he speaks, possibly explaining something or expressing urgency. The woman's expression softens slightly, suggesting she is beginning to understand or empathize with his words. The man in the green jacket adjusts the red cloth, preparing to show it more clearly. The camera angle shifts slightly, providing a closer view of their faces and the red cloth, emphasizing the importance of the object in their interaction."
+        ],
+        "level_3": [
+          "The video begins with the man lying on the bed, his white shirt with red and blue patterns visible against the backdrop of the rustic room. His facial features, including his hairline and eyes, are clear, and his body position remains unchanged as he lies down. The woman in the patterned gray dress stands beside him, her expression conveying concern. The man in the green jacket holds a red cloth, presenting it to the man on the bed. The camera is steady, capturing the initial setup of the scene with all three characters in focus.",
+          "As the scene develops, the man on the bed starts to show signs of distress, his mouth moving as if he is speaking or groaning. The woman leans closer, her concern evident in her posture and facial expression. The man in the green jacket continues to hold the red cloth, now slightly adjusting its position to better display it to the man on the bed. The woven basket on the wall behind them adds to the setting's authenticity, and the lighting remains consistent, highlighting the details of their clothing and the room's texture.",
+          "The interaction intensifies as the man on the bed becomes more vocal, gesturing with his hand while speaking. The woman's expression changes subtly, showing a mix of concern and understanding. The man in the green jacket holds the red cloth more prominently, ensuring it is clearly visible to the man on the bed. The camera angle shifts slightly, providing a closer view of their faces and the red cloth, emphasizing the significance of the object in their conversation.",
+          "In the next phase, the man on the bed continues to speak, his gestures becoming more pronounced as he emphasizes his points. The woman's concern deepens, her eyes focused on the man's face, and she leans in slightly, indicating her engagement in the conversation. The man in the green jacket adjusts the red cloth again, holding it up higher for the man on the bed to see. The background remains the same, with the woven basket and the textured walls providing a consistent setting.",
+          "The final part of the sequence shows the man on the bed becoming increasingly animated, his facial expressions and hand gestures conveying urgency or importance. The woman's expression softens, suggesting she is beginning to grasp the situation. The man in the green jacket holds the red cloth steadily, ensuring it remains the focal point of the interaction. The camera maintains a close-up shot, capturing the detailed expressions and the red cloth, highlighting the emotional and narrative weight of the moment."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_dl3dv_ce71acc3017d7df0b85516e8ac7b87ce82a552a4840df3c0bc6d51a5594f3c50",
+    "video_path": "videos/mem_dl3dv_ce71acc3017d7df0b85516e8ac7b87ce82a552a4840df3c0bc6d51a5594f3c50.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a low-angle shot of a black office chair in the center of a cozy, well-lit living room, piled high with stacked patterned pillows — one featuring large circles in purple, beige, and brown tones, another with a white background and floral design. A light blue blanket is draped over the side. The camera slowly rotates clockwise around the chair, revealing a beige leather sofa to the left, adorned with matching patterned throw pillows. In the background, a large flat-screen TV displays a vibrant cityscape with skyscrapers under daylight. To the right of the chair stands a red ergonomic office chair on wheels, positioned near a black media console. As the camera continues its orbit, it tilts slightly upward, capturing wall art — framed photos and prints arranged neatly above the sofa — and a tall floor lamp with a warm glow near the far wall. The carpet texture is plush and cream-colored, covering the entire floor. At 0:06, the camera dips lower, focusing on the black wheeled base of the central office chair as it rolls slightly forward. By 0:10, the view rises again, showing a blue exercise ball tucked beside the beige sofa on the right. A small dark wood side table with a remote control rests beside the sofa. The camera completes its full 360-degree rotation by 0:15, returning to the initial angle but now with subtle movement — the chair has shifted position slightly, indicating motion. Continuing from there, the camera zooms in briefly on the pillow patterns, then pulls back dramatically to show the entire room layout once more, including the second beige armchair opposite the sofa, and the window with sheer curtains behind it. Finally, the camera pans downward toward the base of the chair again, emphasizing the black five-star base rolling across the carpet, before ending with a quick tilt up to reveal the ceiling fan above and the full spatial context — all landmarks present: red office chair, TV displaying cityscape, stacked patterned pillows, blue exercise ball, side table with remote, beige leather sofa, black wheeled base of chair, carpet texture, central office chair with pillows, wall art, and floor lamp — all captured dynamically through continuous rotational and vertical camera movement."
+        ],
+        "level_2": [
+          "The video opens with a low-angle rotating shot around a central black office chair piled with stacked patterned pillows — one with geometric circles in purple and beige, another with a white floral motif — and a light blue blanket draped over its side. To the left, a beige leather sofa with matching throw pillows is visible; behind it, a large TV displays a bright cityscape. A red ergonomic office chair sits nearby on a black media console. Wall art hangs above the sofa, and a tall floor lamp emits warm light. The plush cream carpet covers the floor. The camera rotates clockwise, revealing more of the room’s layout while keeping the chair as the focal point.",
+          "Continuing from the first third, the camera dips lower to focus on the black wheeled base of the central office chair as it rolls subtly forward across the carpet. The perspective shifts to show a blue exercise ball tucked beside the beige sofa on the right, and a small dark wood side table holding a remote control. The camera tilts upward again, capturing the full height of the chair and pillows, then begins to complete its 360-degree rotation, passing the red office chair and TV again. The lighting remains consistent, highlighting the textures of the carpet and the fabric of the pillows. The movement feels smooth and deliberate, maintaining visual continuity with the previous segment.",
+          "Finally, the camera completes its full rotation, returning to the starting viewpoint but now with slight positional changes — the chair has moved forward slightly. It zooms in briefly on the pillow patterns, then pulls back for a wide-angle view of the entire living room, including the second beige armchair, the window with sheer curtains, and the ceiling fan above. The camera pans down again to emphasize the black five-star base rolling across the carpet, before tilting up one last time to frame the entire scene — ensuring all mandatory landmarks are clearly visible: red office chair, TV displaying cityscape, stacked patterned pillows, blue exercise ball, side table with remote, beige leather sofa, black wheeled base of chair, carpet texture, central office chair with pillows, wall art, and floor lamp — all captured in dynamic motion within the final third of the video."
+        ],
+        "level_3": [
+          "0-20%: The video starts with a low-angle shot focused on a black office chair centered in a living room, piled with stacked patterned pillows — one with large purple and beige circles, another with white background and floral design — and a light blue blanket draped over its side. To the left, a beige leather sofa with matching throw pillows is partially visible. The camera begins a slow clockwise rotation, revealing a large flat-screen TV displaying a vibrant cityscape with skyscrapers, a red ergonomic office chair on a black media console behind the TV, wall art (framed photos and prints) above the sofa, and plush cream carpet covering the floor.",
+          "20-40%: Continuing the clockwise orbit, the camera shows a tall floor lamp with a warm glow near the far wall and tilts slightly upward to capture upper wall decor and ceiling area before dipping lower toward the base of the central chair. The camera lowers significantly, focusing on the black wheeled five-star base and casters as the chair rolls slightly forward across the textured cream carpet; the beige sofa and a small dark wood side table with a remote control appear briefly at the frame edge.",
+          "40-60%: Rising again, the camera captures the full height of the central chair with its stacked pillows, now clearly showing a blue exercise ball tucked beside the beige sofa on the right and the side table with the remote control next to the sofa. The camera continues its smooth clockwise rotation, passing the red office chair and TV again, maintaining the central chair as the anchor point while highlighting fabric textures of the pillows and sheen of the leather sofa under consistent lighting.",
+          "60-80%: The camera completes its full 360-degree rotation, returning to the initial viewpoint but with slight positional changes—the chair has moved forward slightly. It zooms in briefly on the pillow patterns, then pulls back for a wide-angle view that includes the second beige armchair opposite the sofa, the window with sheer curtains behind it, and the ceiling fan above, ensuring spatial context and all major landmarks remain visible.",
+          "80-100%: Finally, the camera pans downward toward the black five-star base of the central office chair, emphasizing its movement across the carpet, then tilts up one last time to frame the entire room—ensuring all mandatory landmarks are clearly visible: red office chair, TV displaying cityscape, stacked patterned pillows, blue exercise ball, side table with remote, beige leather sofa, black wheeled base of chair, carpet texture, central office chair with pillows, wall art, and floor lamp—concluding the video with a dynamic, immersive sweep of the space."
+        ],
+        "level_4": [
+          "Part 1/8: The video starts with a low-angle shot focused on a black office chair centered in a living room, piled with stacked patterned pillows — one with large purple and beige circles, another with white background and floral design — and a light blue blanket draped over its side. To the left, a beige leather sofa with matching throw pillows is partially visible. The camera begins a slow clockwise rotation.",
+          "Part 2/8: Continuing the rotation, the camera reveals a large flat-screen TV displaying a vibrant cityscape with skyscrapers. Behind the TV, a red ergonomic office chair is visible on a black media console. The beige leather sofa remains in view, along with wall art — framed photos and prints — hanging above it. The plush cream carpet covers the floor beneath.",
+          "Part 3/8: The camera continues its clockwise orbit, now showing a tall floor lamp with a warm glow near the far wall. The red office chair is more prominently framed. The camera tilts slightly upward, capturing the ceiling and upper wall decor, then begins to dip lower toward the base of the central chair.",
+          "Part 4/8: The camera lowers significantly, focusing on the black wheeled base of the central office chair as it rolls slightly forward across the textured cream carpet. The five-star base and casters are clearly visible. The beige sofa and side table with a remote control appear briefly at the edge of the frame.",
+          "Part 5/8: Rising again, the camera captures the full height of the central chair with its stacked pillows. A blue exercise ball is now visible tucked beside the beige sofa on the right. The side table with the remote control is clearly shown next to the sofa. The camera continues its smooth clockwise rotation.",
+          "Part 6/8: The camera passes the red office chair and TV again, completing nearly half of its 360-degree rotation. The lighting highlights the fabric textures of the pillows and the sheen of the leather sofa. The camera maintains steady motion, keeping the central chair as the anchor point.",
+          "Part 7/8: The camera completes its full rotation, returning to the initial viewpoint but now with slight positional changes — the chair has moved forward slightly. It zooms in briefly on the pillow patterns, then pulls back for a wide-angle view that includes the second beige armchair, the window with sheer curtains, and the ceiling fan above.",
+          "Part 8/8: Finally, the camera pans downward toward the black five-star base of the central office chair, emphasizing its movement across the carpet. It then tilts up one last time to frame the entire room — ensuring all mandatory landmarks are visible: red office chair, TV displaying cityscape, stacked patterned pillows, blue exercise ball, side table with remote, beige leather sofa, black wheeled base of chair, carpet texture, central office chair with pillows, wall art, and floor lamp — concluding the video with a dynamic, immersive sweep of the space."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_egoschema_47935fd69062172c4ef29092c388b9a53956cb694e79fb25eee2db18b6b9fe6c",
+    "video_path": "videos/mem_egoschema_47935fd69062172c4ef29092c388b9a53956cb694e79fb25eee2db18b6b9fe6c.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video shows an artist painting a cloud scene on a canvas using a paintbrush with a green wooden handle, white bristles, and a silver ferrule. The artist, wearing a camouflage shirt and black pants, sits in a chair and works from various angles, sometimes close-up and other times further away, providing different perspectives of the brush and canvas. Throughout the video, the artist frequently references a laptop displaying a reference image of clouds, occasionally pausing to dip the brush into paint or wipe it on a cloth. The setting includes a patterned rug, a wooden floor, and a cluttered table filled with art supplies."
+        ],
+        "level_2": [
+          "The video begins with the artist seated and painting a cloud scene on a canvas using a green-handled paintbrush. The camera captures close-up views of the brush strokes blending blue and pink hues to create soft cloud formations. The artist alternates between painting and glancing at a laptop displaying a reference image of clouds. The surrounding environment includes a patterned rug, a wooden floor, and a nearby table filled with art supplies.",
+          "In the middle section, the artist continues to refine the cloud painting, adding more depth and texture to the sky. The camera angle shifts slightly, offering a broader view of the workspace, including the cluttered table with various brushes, paints, and tools. The artist occasionally pauses to adjust their position or switch brushes, maintaining focus on achieving the desired effect on the canvas.",
+          "The final part of the video shows the artist making detailed adjustments to the cloud painting, using the green-handled brush to add finer details and enhance the overall composition. The camera provides close-up shots of the brushwork, highlighting the blending of colors and the creation of realistic cloud textures. The artist remains engaged with the reference image on the laptop, ensuring accuracy in their painting."
+        ],
+        "level_3": [
+          "The video opens with a close-up view of the artist's hand holding a green-handled paintbrush, applying soft blue and pink strokes to a canvas depicting a cloud-filled sky. The artist, dressed in a camouflage shirt and black pants, is seated on a chair with a patterned rug beneath them. The initial frames focus on the delicate brushwork as the artist begins to form the base of the cloud scene.",
+          "As the video progresses, the artist continues to build upon the cloud painting, adding layers of color and texture. The camera captures the artist's movements as they occasionally glance at a laptop displaying a reference image of clouds. The surrounding area includes a wooden floor and a table cluttered with various art supplies, indicating an active and creative workspace.",
+          "The artist then shifts their focus to adding more depth and dimension to the clouds, using the green-handled brush to blend and layer colors effectively. The camera angle changes to provide a wider view of the workspace, showing the artist's interaction with the reference image on the laptop and their meticulous attention to detail.",
+          "In the next segment, the artist picks up a red-handled brush to add finer details and highlights to the cloud painting. The camera zooms in on the brushwork, capturing the intricate blending of colors and the creation of realistic cloud textures. The artist's movements are deliberate and precise, enhancing the overall composition of the artwork.",
+          "The video concludes with the artist making final adjustments to the cloud painting, using both the green and red-handled brushes to perfect the details. The camera provides close-up shots of the brushwork, emphasizing the artist's skill and dedication to creating a lifelike cloud scene. The surrounding environment remains consistent, with the patterned rug, wooden floor, and cluttered table filled with art supplies visible throughout."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_egoschema_051c290c81ddd213d3964c5b8d93c2afa9757d56039bf913c3fe7f8ce2b04104",
+    "video_path": "videos/mem_egoschema_051c290c81ddd213d3964c5b8d93c2afa9757d56039bf913c3fe7f8ce2b04104.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video shows a mechanic in a workshop, wearing a blue shirt, working on a motorcycle. The mechanic begins by removing the white plastic front fairing panel from the motorcycle frame, which has a curved shape and multiple mounting points. After setting the panel aside, the mechanic retrieves a tool from a nearby workbench cluttered with various tools and parts. The mechanic then uses the tool to unscrew and remove screws from the fairing panel's attachment points. Once all screws are removed, the panel is carefully detached and placed back onto the workbench. The mechanic then reinserts the panel into its original position on the motorcycle, aligning it with the frame and securing it by tightening the screws."
+        ],
+        "level_2": [
+          "The video begins with a mechanic in a workshop, focusing on the front section of a motorcycle. The mechanic, dressed in a blue shirt, starts by removing the white plastic front fairing panel, which is attached to the motorcycle frame with several mounting points. The panel is set aside as the mechanic reaches for a tool from a nearby workbench filled with various tools and parts. The mechanic then proceeds to use the tool to unscrew and remove the screws securing the fairing panel.",
+          "Continuing from the previous scene, the mechanic continues to work on the motorcycle's front fairing panel. After removing all the screws, the mechanic carefully detaches the panel from the motorcycle frame. The panel is then placed back onto the workbench. The mechanic prepares to reinstall the panel by aligning it with the motorcycle frame and beginning to tighten the screws to secure it in place.",
+          "Finally, the mechanic completes the reinstallation of the white plastic front fairing panel onto the motorcycle. The mechanic meticulously tightens each screw, ensuring the panel is securely fastened to the frame. Once all screws are tightened, the mechanic makes final adjustments to the panel, checking its alignment and fit. The video concludes with the mechanic stepping back, having successfully reattached the fairing panel."
+        ],
+        "level_3": [
+          "The video opens with a mechanic in a workshop, wearing a blue shirt, working on a motorcycle. The mechanic focuses on the front section of the motorcycle, specifically the white plastic front fairing panel, which is attached to the frame with multiple mounting points. The mechanic begins by using a tool to loosen and remove the screws securing the panel.",
+          "As the video progresses, the mechanic continues to remove the screws from the fairing panel. The panel is carefully detached from the motorcycle frame and placed on the workbench. The mechanic then retrieves another tool from the workbench, preparing to proceed with the next step in the repair process.",
+          "The mechanic then reinserts the white plastic front fairing panel into its original position on the motorcycle. The panel is aligned with the frame, and the mechanic begins to tighten the screws using the tool. The mechanic ensures that each screw is securely fastened, paying close attention to the alignment and fit of the panel.",
+          "In the following segment, the mechanic continues to tighten the screws on the fairing panel, making sure it is firmly attached to the motorcycle frame. The mechanic checks the alignment of the panel, making minor adjustments as needed. The workbench in the background remains cluttered with various tools and parts.",
+          "The video concludes with the mechanic making final adjustments to the white plastic front fairing panel, ensuring it is perfectly aligned and securely fastened. The mechanic steps back, inspecting the work to confirm that the panel is properly installed. The video ends with the mechanic standing beside the motorcycle, having completed the repair task."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_egoschema_c880cea11b7c826d8c29b8313f391036d4ff335c583f12d7896e8365b8c3f328",
+    "video_path": "videos/mem_egoschema_c880cea11b7c826d8c29b8313f391036d4ff335c583f12d7896e8365b8c3f328.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video shows a person working on a silver metallic metal pipe with a 90-degree elbow bend, which is partially wrapped in plastic and positioned horizontally on a wooden block. The person, wearing ripped blue jeans and a white long-sleeve shirt, uses an angle grinder to smooth and polish the curved section of the pipe. Throughout the video, the camera shifts between various angles—above, side, and near the feet—capturing the detailed grinding process. After completing the work on one pipe, the person places it aside and picks up another similar pipe to repeat the process."
+        ],
+        "level_2": [
+          "The video begins with a close-up view of a person handling a silver metallic pipe with a 90-degree bend, which is resting on a wooden block. The person, dressed in ripped jeans and a white shirt, starts using an angle grinder to polish the curved part of the pipe. The camera captures this from different perspectives, including a top-down view and a side view showing the person's hands and the tool in action. In the background, several other pipes are visible, along with a pair of black flip-flops on a tiled floor.",
+          "Continuing from the initial scene, the person continues to grind the metal pipe, rotating it to ensure even polishing around the 90-degree bend. The camera angle shifts slightly, providing a closer view of the grinding wheel making contact with the pipe's surface. Sparks are not visible, suggesting a focus on smoothing rather than cutting. The person occasionally adjusts their grip on the pipe and the angle grinder to maintain precision.",
+          "In the final part of the video, the person finishes grinding the first pipe and sets it aside among the others. They then pick up a second similar pipe and begin the same grinding process. The camera captures the repetitive nature of the task, emphasizing the methodical rotation of the pipe and the steady hand of the worker. The video concludes with the person still engaged in the grinding process, indicating the continuation of the task."
+        ],
+        "level_3": [
+          "The video opens with a person holding a silver metallic pipe with a 90-degree bend, which is partially covered in plastic wrap. The pipe is placed horizontally on a wooden block for stability. The person, wearing ripped blue jeans and a white long-sleeve shirt, prepares to use an angle grinder. The camera provides a close-up view from above, showing the person's hands as they position the grinder against the curved section of the pipe.",
+          "As the person starts the angle grinder, the camera shifts to a side view, capturing the motion of the grinding wheel as it makes contact with the pipe. The person rotates the pipe slowly to ensure an even polish around the entire bend. The background reveals a tiled floor with a pair of black flip-flops and several other pipes lying nearby. The camera angle changes frequently, offering different perspectives of the grinding process.",
+          "The person continues to grind the pipe, adjusting their grip and the angle of the grinder to achieve a smooth finish. The camera captures the detailed work, focusing on the interaction between the grinding wheel and the metal surface. The person occasionally pauses to inspect the pipe, ensuring the desired level of polish is achieved. The surrounding area remains consistent, with the wooden block supporting the pipe and the other materials in the background.",
+          "After completing the grinding on the first pipe, the person places it aside and picks up a second similar pipe. The camera follows the movement, showing the person positioning the new pipe on the wooden block. The grinding process is repeated with the same meticulous attention to detail, as the person rotates the pipe and operates the angle grinder. The camera angle shifts to provide a clear view of the ongoing work.",
+          "The video concludes with the person still grinding the second pipe, demonstrating the repetitive and precise nature of the task. The camera captures the continuous motion of the grinding wheel and the careful handling of the pipe. The person's hands, adorned with a chain bracelet, are prominently featured as they complete the polishing process. The video ends with the person focused on the task, highlighting the dedication and skill involved in metalworking."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_egoschema_22c7af9a857cdb269ebc9b5dc0366fed446de39752b38e6aa8c5ee595476ba6d",
+    "video_path": "videos/mem_egoschema_22c7af9a857cdb269ebc9b5dc0366fed446de39752b38e6aa8c5ee595476ba6d.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video shows a person applying plaster to a ceiling using a metal putty knife with a wooden handle, viewed from a first-person perspective with a fisheye lens. The person moves along a narrow hallway, scooping plaster from a rectangular metal container and applying it smoothly to the textured ceiling. The camera captures the changing angles and positions of the putty knife as it spreads the plaster, highlighting its metallic blade and wooden handle. The environment is an unfinished room with partially painted walls, visible windows, and construction materials scattered around. At one point, another person briefly walks through the background."
+        ],
+        "level_2": [
+          "The video begins with the person holding a metal putty knife and a container of plaster, standing in a narrow hallway. They scoop plaster from the container and apply it to the ceiling, moving methodically along the wall. The fisheye lens distorts the view, making the putty knife appear larger and closer at times. The person continues to apply plaster, occasionally stepping back to assess their work. The hallway has unfinished walls with patches of paint, and a window is visible in the background.",
+          "In the middle section, the person continues to apply plaster to the ceiling, focusing on different sections. The camera angle shifts slightly, showing more of the hallway and the partially painted walls. The person uses the putty knife to spread the plaster evenly, occasionally pausing to scrape excess material from the knife. The fisheye effect continues to alter the perceived size and shape of the putty knife and the surrounding environment.",
+          "The final part of the video shows the person nearing the end of the hallway, continuing to apply plaster to the ceiling. The camera captures the person's movements as they reach higher sections of the ceiling, ensuring even coverage. The fisheye lens provides a distorted view of the surroundings, including a white door and a window. The person occasionally steps down to reload the putty knife with more plaster from the container."
+        ],
+        "level_3": [
+          "The video opens with the person holding a metal putty knife with a wooden handle and a rectangular metal container filled with plaster. They are standing in a narrow hallway with unfinished walls, some of which have patches of blue and yellow paint. The fisheye lens creates a distorted view, making the putty knife appear larger and closer. The person scoops plaster from the container and begins applying it to the textured ceiling, moving along the hallway.",
+          "As the person continues, they move further down the hallway, applying plaster to different sections of the ceiling. The camera angle shifts slightly, revealing more of the hallway and the partially painted walls. The person uses the putty knife to spread the plaster evenly, occasionally pausing to scrape excess material from the knife. The fisheye effect continues to alter the perceived size and shape of the putty knife and the surrounding environment.",
+          "The person progresses further down the hallway, focusing on reaching higher sections of the ceiling. The camera captures their movements as they apply plaster to the textured surface, ensuring even coverage. The fisheye lens distorts the view, making the putty knife appear larger and closer. The hallway has a white door and a window visible in the background.",
+          "In this segment, the person continues to apply plaster to the ceiling, moving towards the end of the hallway. The camera angle shifts to show more of the hallway and the partially painted walls. The person uses the putty knife to spread the plaster evenly, occasionally pausing to scrape excess material from the knife. The fisheye effect continues to alter the perceived size and shape of the putty knife and the surrounding environment.",
+          "The video concludes with the person nearing the end of the hallway, continuing to apply plaster to the ceiling. The camera captures their movements as they reach higher sections of the ceiling, ensuring even coverage. The fisheye lens provides a distorted view of the surroundings, including a white door and a window. The person occasionally steps down to reload the putty knife with more plaster from the container."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_egoschema_a99f6b126a508cb70d4d4fbc99e5d4eeb021140ea58af7811e0f591f1a1dcc1c",
+    "video_path": "videos/mem_egoschema_a99f6b126a508cb70d4d4fbc99e5d4eeb021140ea58af7811e0f591f1a1dcc1c.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video shows a person整理 books on the floor in a cluttered room. The person picks up a blue hardcover book titled 'Britannica World & Europe,' which has a colorful globe image on the front and gold lettering for the title. They open the book, revealing white pages, and wipe it with a pink cloth. The person then places the book down and picks up another book titled 'Mysteries Unexplained,' which has a purple cover with yellow text. They open this book as well, showing its white pages, and clean it with the same pink cloth before setting it aside. Throughout the video, the camera angle shifts to provide different views of the books, including front covers, open pages, and spines."
+        ],
+        "level_2": [
+          "The video begins with the person整理 books on the wooden floor, surrounded by various items like clothes and bottles. They pick up a blue hardcover book titled 'Britannica World & Europe,' showing its front cover with a globe image and gold lettering. The person opens the book, displaying its white pages, and wipes it with a pink cloth. Next, they place the Britannica book down and pick up another book titled 'Mysteries Unexplained,' which has a purple cover with yellow text. They open this book, revealing its white pages, and clean it with the pink cloth before setting it aside.",
+          "Continuing from the previous scene, the person continues整理 books on the floor. They focus on the 'Britannica World & Europe' book, opening it to show the inside pages and wiping it with a pink cloth. After placing it down, they pick up the 'Mysteries Unexplained' book, open it to display the white pages, and clean it with the same pink cloth. The camera captures these actions from various angles, emphasizing the details of the books and the person's movements.",
+          "Finally, the person picks up another book, this one with a beige cover and visible text on the spine. They open it, showing the inside pages, and wipe it with the pink cloth. The video concludes with the person整理 the books on the floor, ensuring each is cleaned and ready for storage. The camera provides close-up views of the books' covers, spines, and pages throughout the process."
+        ],
+        "level_3": [
+          "The video starts with the person整理 books on the wooden floor in a cluttered room. They pick up a blue hardcover book titled 'Britannica World & Europe,' which features a colorful globe image on the front and gold lettering for the title. The person opens the book, revealing its white pages, and wipes it with a pink cloth.",
+          "Next, the person places the 'Britannica World & Europe' book down and picks up another book titled 'Mysteries Unexplained.' This book has a purple cover with yellow text. They open it, showing its white pages, and clean it with the pink cloth.",
+          "The person then picks up a third book with a beige cover and visible text on the spine. They open it, displaying the inside pages, and wipe it with the pink cloth. The camera captures these actions from various angles, focusing on the details of the books.",
+          "Continuing, the person closes the beige-covered book and places it down. They then pick up the 'Britannica World & Europe' book again, open it once more to show the inside pages, and wipe it with the pink cloth. The camera provides close-up views of the book's pages and the cleaning process.",
+          "Finally, the person picks up the 'Mysteries Unexplained' book one last time, opens it to display the white pages, and cleans it with the pink cloth. They then place all the books down on the floor,整理 them neatly before the video ends."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_dl3dv_994729a47e8c422960439771fbe1d8521844636ffd23c39802813d9b967c4068",
+    "video_path": "videos/mem_dl3dv_994729a47e8c422960439771fbe1d8521844636ffd23c39802813d9b967c4068.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of an elegantly appointed dining room featuring a large round wooden dining table with a glossy black rotating center, surrounded by twelve high-backed chairs upholstered in gray and white damask-patterned fabric covers. Above the table hangs a grand crystal chandelier with multiple tiers of lights and dangling prisms, casting a warm ambient glow. The ceiling is recessed with layered geometric panels and embedded spotlights. To the left, a white textured wall features a horizontal yellow accent panel; to the right, floor-to-ceiling beige curtains drape over large windows or openings. The camera slowly pans clockwise around the table, revealing place settings with white plates, silverware, and folded napkins on each seat. As the pan continues, the perspective shifts to show more of the white wall with the yellow accent, then moves toward the opposite side where dark wood paneling frames doorways and the beige curtains dominate the background. The camera then circles back toward the starting point, offering a dynamic 360-degree tour that emphasizes the symmetry, luxury, and meticulous arrangement of the space — including the gleaming tiled floor, the polished wood grain of the table, and the intricate patterns on the chair covers. Continuing from this orbit, the camera subtly zooms in and out to highlight different angles — capturing the shimmer of the chandelier crystals, the texture of the curtain fabric, and the contrast between the dark table surface and light-colored surroundings. Finally, the camera completes its circular motion and pulls back slightly to frame the entire ensemble once more: the chandelier centered above the round table, the patterned chairs encircling it, the white wall with yellow accent visible on one side, and the beige curtains flowing down the other — all under soft, evenly distributed lighting that enhances the room’s opulent yet welcoming atmosphere."
+        ],
+        "level_2": [
+          "The video starts with a wide shot of a luxurious dining room centered around a large round wooden table with a black rotating center, surrounded by twelve chairs covered in gray-and-white damask-patterned fabric. A grand crystal chandelier hangs above, illuminating the space with warm light. On the left wall, a white textured surface features a bold horizontal yellow accent panel. Beige curtains drape along the right wall. The camera begins a slow clockwise pan, revealing neatly arranged place settings on the table while keeping the chandelier and patterned chairs in focus. The movement gradually reveals more of the white wall with the yellow accent as the camera orbits around the table’s left flank.",
+          "Continuing from the previous segment, the camera now moves along the rear of the dining area, showing the full expanse of the beige curtains on the right wall and the dark wood trim framing doorways in the background. The chandelier remains visible overhead, its crystals catching the light as the camera glides past the patterned chair covers. The camera continues its smooth clockwise arc, bringing the opposite side of the table into view — highlighting the symmetry of the place settings and the contrast between the dark table surface and the light walls. The camera angle tilts slightly upward to emphasize the layered ceiling design and recessed lighting before beginning to swing back toward the initial viewpoint.",
+          "Finally, the camera completes its circular journey around the dining table, returning to a position that mirrors the opening shot but from a slightly adjusted angle. It captures the full composition: the chandelier centered above, the round table with its black rotating core, the twelve patterned chairs, the white wall with the yellow accent on the left, and the beige curtains on the right. The camera subtly zooms out to encompass the entire scene, reinforcing the room’s balanced elegance. Lighting remains consistent — warm and diffused — enhancing the textures of the chair covers, the sheen of the table, and the soft folds of the curtains. The video ends with a lingering, stable wide shot that encapsulates the refined ambiance and meticulous design of the dining space."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a wide, static shot of a luxurious dining room centered on a large round wooden table with a glossy black rotating surface, surrounded by twelve high-backed chairs covered in gray-and-white damask-patterned fabric. Above hangs a grand multi-tiered crystal chandelier emitting warm light. To the left, a white textured wall features a horizontal yellow accent panel; to the right, floor-to-ceiling beige curtains drape the wall. The camera begins a slow clockwise pan, keeping the table and chandelier centered while revealing place settings—white plates, silverware, and folded napkins—and the recessed layered ceiling with embedded spotlights.",
+          "20-40%: Continuing the clockwise pan, the camera reveals more of the white wall with the yellow accent panel as it moves along the left flank of the table; the patterned chair covers remain prominent in the foreground. The view transitions to the rear-left quadrant, where the white wall recedes and a dark wood-framed doorway behind the table becomes visible. The beige curtains on the right come into fuller view, and the chandelier’s crystals glint softly under consistent lighting, maintaining visual continuity and symmetry of the dining setup.",
+          "40-60%: At the midpoint of the pan, the camera faces the far side of the room dominated by the beige curtains and dark wood trim. The chandelier remains overhead, casting reflections on the black table surface. The camera angle tilts slightly upward to emphasize the ceiling’s geometric recessed panels and embedded spotlights. As the pan continues toward the rear-right quadrant, the beige curtains fill much of the background while the edge of the white wall with the yellow accent begins to reappear on the left; the table’s rotating black center and place settings stay consistently framed.",
+          "60-80%: Moving into the final third, the camera reveals the right-front portion of the room: the beige curtains still dominate the backdrop, but the white wall with the yellow accent is now clearly visible again on the left. The patterned chair covers are seen from a slightly elevated angle, highlighting their tailored fit and ornate motifs; the camera subtly zooms in to emphasize the wood grain texture and glossiness of the table’s black center. The camera then continues its clockwise sweep, nearing the starting point, with the white wall and yellow accent fully in view on the left, mirroring the opening composition.",
+          "80-100%: The camera completes its circular motion and settles into a stable wide shot that mirrors the initial framing: the round table with its black rotating center sits perfectly centered beneath the grand chandelier, encircled symmetrically by the twelve patterned chair covers. The white wall with the yellow accent is visible on the left, and the beige curtains flow down the right wall. Lighting remains soft and evenly distributed, enhancing the luxurious textures—the chair fabric, table sheen, curtain folds, and polished floor tiles—all captured in crisp detail. The video ends with this serene, fully composed view of the elegant dining room."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a wide, static shot of a luxurious dining room. At the center is a large round wooden table with a glossy black rotating surface, surrounded by twelve high-backed chairs covered in gray-and-white damask-patterned fabric. Above, a grand multi-tiered crystal chandelier emits warm light. To the left, a white textured wall features a horizontal yellow accent panel. To the right, beige curtains hang from floor to ceiling. The camera begins a slow clockwise pan, keeping the table and chandelier centered.",
+          "Part 2/8: Continuing from the first segment, the camera pans further clockwise, revealing more of the white wall with the yellow accent panel. The patterned chair covers remain prominent in the foreground. The place settings — white plates, silverware, and folded napkins — are clearly visible on the table. The chandelier’s crystals glint softly as the camera moves, and the recessed ceiling lights become more noticeable against the layered architectural details.",
+          "Part 3/8: The camera continues its clockwise orbit, now showing the rear-left quadrant of the room. The white wall with the yellow accent recedes slightly as the camera reveals more of the dark wood-framed doorway behind the table. The beige curtains on the right wall come into fuller view. The patterned chair covers maintain visual continuity as the camera glides smoothly, preserving the elegant symmetry of the dining setup.",
+          "Part 4/8: Now at the midpoint of the pan, the camera faces the far side of the room, dominated by the beige curtains and dark wood trim. The chandelier remains visible overhead, casting reflections on the black table surface. The camera angle tilts slightly upward, emphasizing the ceiling’s geometric recessed panels and embedded spotlights. The patterned chair covers continue to frame the shot, their ornate designs contrasting with the minimalist walls.",
+          "Part 5/8: The camera continues its clockwise movement, now transitioning toward the rear-right quadrant. The beige curtains fill much of the background, while the edge of the white wall with the yellow accent begins to reappear on the left. The camera maintains a steady height, ensuring the table’s rotating black center and the place settings remain consistently framed. The chandelier’s sparkle becomes more pronounced as the camera angle catches its crystals from a new perspective.",
+          "Part 6/8: Moving into the final third of the pan, the camera reveals the right-front portion of the room. The beige curtains still dominate the backdrop, but the white wall with the yellow accent is now clearly visible again on the left. The patterned chair covers are seen from a slightly elevated angle, highlighting their tailored fit and decorative motifs. The camera subtly zooms in to emphasize the texture of the table’s wood grain and the glossiness of its black center.",
+          "Part 7/8: The camera continues its clockwise sweep, nearing the starting point. The white wall with the yellow accent panel is now fully in view on the left, mirroring the opening shot. The chandelier hangs centrally above the table, its crystals refracting light across the room. The camera begins to pull back slightly, preparing for a wider framing. The patterned chair covers, place settings, and polished floor tiles are all captured in crisp detail, reinforcing the room’s cohesive aesthetic.",
+          "Part 8/8: Finally, the camera completes its circular motion and settles into a stable wide shot that mirrors the initial composition. The round table with its black rotating center sits perfectly centered beneath the grand chandelier. The twelve patterned chair covers encircle the table symmetrically. The white wall with the yellow accent is visible on the left, and the beige curtains flow down the right wall. The lighting remains soft and even, enhancing the luxurious textures and colors. The video ends with this serene, fully composed view of the elegant dining room."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_openhumanvid_989d76420e9f2b2445c65bc49854a7061552e401437784233ed7d8d19bb3d0b8",
+    "video_path": "videos/mem_openhumanvid_989d76420e9f2b2445c65bc49854a7061552e401437784233ed7d8d19bb3d0b8.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "An older man wearing a light-colored cowboy hat and a greenish-brown jacket stands in a vast outdoor landscape. The camera focuses on the side profile of his face, highlighting his weathered skin, wrinkles, and defined facial features. The background consists of distant mountains under a soft, diffused sky, with subtle variations in lighting suggesting either sunrise or sunset. As the video progresses, the man slowly turns his head slightly, revealing more of his profile before eventually turning away from the camera, showing the back of his hat and shoulders. The scene maintains a calm, contemplative mood throughout."
+        ],
+        "level_2": [
+          "The video opens with a close-up side profile of an older man wearing a light-colored cowboy hat and a greenish-brown jacket. His face is illuminated by warm, natural light, emphasizing his textured skin and deep-set wrinkles. The background features a serene mountain range under a soft, cloudy sky. The man remains mostly still, with only slight movements of his head as he gazes into the distance. The lighting subtly shifts, indicating the passage of time, possibly during sunrise or sunset.",
+          "As the video continues, the man's head turns slightly more to the right, offering a fuller view of his profile. The lighting remains consistent, casting gentle shadows that accentuate the contours of his face. The distant mountains in the background remain a constant, tranquil element. The man's expression is pensive, and his posture suggests a moment of quiet reflection.",
+          "In the final third of the video, the man turns his head further away from the camera, now showing the back of his cowboy hat and shoulders. The camera angle adjusts slightly to follow his movement, maintaining focus on him while the background remains softly blurred. The overall atmosphere remains peaceful, with the man appearing to be lost in thought as he gazes out at the expansive landscape."
+        ],
+        "level_3": [
+          "The video begins with a close-up shot of an older man in profile, wearing a light-colored cowboy hat and a greenish-brown jacket. His face is detailed, with visible wrinkles and a rugged texture, suggesting a life spent outdoors. The background features a soft, hazy sky with distant mountains, creating a sense of depth and tranquility. The lighting is warm and natural, likely from the early morning or late afternoon sun, casting gentle highlights on his face and hat.",
+          "As the scene progresses, the man's head moves slightly, turning a bit more towards the right. This subtle motion reveals more of his facial features, including his strong jawline and the lines etched into his skin. The lighting remains consistent, with the sun continuing to illuminate his face from the same angle. The mountains in the background remain a static, majestic presence, adding to the serene atmosphere.",
+          "The man continues to turn his head, now facing almost directly away from the camera. The focus shifts to the back of his cowboy hat and the nape of his neck, which is also textured and weathered. The lighting begins to soften slightly, suggesting the sun is moving lower in the sky. The distant mountains are still visible but appear slightly darker, indicating the changing light conditions.",
+          "The camera follows the man as he completes his turn, now fully facing away from the viewer. The shot captures the back of his hat and shoulders, with the greenish-brown jacket blending into the natural surroundings. The lighting has dimmed further, casting longer shadows and giving the scene a more subdued tone. The mountains in the background are now more silhouetted against the sky, enhancing the sense of depth and vastness.",
+          "In the final moments, the man stands still, gazing out at the expansive landscape. The camera holds steady, focusing on the back of his hat and the quiet, reflective mood of the scene. The lighting is now quite soft, with the sky taking on a deeper blue hue, suggesting the approach of evening. The overall atmosphere is one of peaceful contemplation, with the man seemingly absorbed in the beauty of the natural world around him."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_dl3dv_3566f129daa17ed5e4dc2b67773765d9805e563794dbdf6cd17ac3f8edf8b61b",
+    "video_path": "videos/mem_dl3dv_3566f129daa17ed5e4dc2b67773765d9805e563794dbdf6cd17ac3f8edf8b61b.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, low-to-the-ground shot of a cozy living room featuring a beige sectional sofa arranged in an L-shape, adorned with patterned throw pillows and blankets. The carpeted floor is light gray and plush, stretching across the entire room. A white metal ironing board stands prominently in the center, topped with a large decorative pillow featuring circular patterns in purple, orange, and cream. Behind the sofa, a wall displays multiple framed pictures arranged neatly in rows. To the left, a large flat-screen TV mounted on a black media console shows a vibrant city skyline at dusk, with illuminated skyscrapers against a blue-purple sky. As the camera slowly rotates clockwise around the ironing board, it reveals more of the room: a tall floor lamp near the window, sheer white curtains diffusing natural daylight, and a small side table beside the sofa. The camera then tilts upward slightly, bringing into view the ceiling light fixture — a simple modern design with frosted glass shades — before continuing its rotation to show the underside of the ironing board mesh, which appears as a crisscross grid of white fabric stretched over the frame. The camera continues circling, capturing reflections on the TV screen and the texture of the carpet underfoot, while maintaining focus on the central ironing board and its patterned pillow. Finally, the camera completes its full 360-degree orbit, returning to the original angle but now from a slightly lower vantage point, emphasizing the ironing board’s legs and the shadow they cast on the carpeted floor, with the TV still displaying the city skyline and the beige sectional sofa framing the background."
+        ],
+        "level_2": [
+          "The video starts with a wide-angle, low-to-the-ground shot of a cozy living room featuring a beige sectional sofa arranged in an L-shape, adorned with patterned throw pillows and blankets. The carpeted floor is light gray and plush, stretching across the entire room. A white metal ironing board stands prominently in the center, topped with a large decorative pillow featuring circular patterns in purple, orange, and cream. Behind the sofa, a wall displays multiple framed pictures arranged neatly in rows. To the left, a large flat-screen TV mounted on a black media console shows a vibrant city skyline at dusk, with illuminated skyscrapers against a blue-purple sky. As the camera slowly rotates clockwise around the ironing board, it reveals more of the room: a tall floor lamp near the window, sheer white curtains diffusing natural daylight, and a small side table beside the sofa.",
+          "Continuing from the initial rotation, the camera tilts upward slightly, bringing into view the ceiling light fixture — a simple modern design with frosted glass shades — before continuing its rotation to show the underside of the ironing board mesh, which appears as a crisscross grid of white fabric stretched over the frame. The camera continues circling, capturing reflections on the TV screen and the texture of the carpet underfoot, while maintaining focus on the central ironing board and its patterned pillow. The beige sectional sofa remains visible in the background, framing the scene as the camera moves past the TV and toward the far corner of the room.",
+          "Finally, the camera completes its full 360-degree orbit, returning to the original angle but now from a slightly lower vantage point, emphasizing the ironing board’s legs and the shadow they cast on the carpeted floor. The TV still displays the city skyline, glowing softly in the ambient light. The beige sectional sofa frames the background once again, with its patterned pillows and blankets undisturbed. The wall with framed pictures remains visible behind the sofa, and the ceiling light fixture hovers overhead as the camera holds steady, concluding the continuous loop with the same elements in place: carpeted floor, ironing board with patterned pillow, TV displaying city skyline, and the surrounding furniture and decor."
+        ],
+        "level_3": [
+          "0-20%: The video begins with a low-angle wide shot of a living room featuring a beige sectional sofa with patterned pillows, a light gray carpeted floor, and a white ironing board centered in the frame, topped with a colorful circular-patterned pillow. In the background, a wall displays framed pictures, and to the left, a large TV screen shows a city skyline at dusk. The camera begins a slow clockwise rotation around the ironing board, revealing more of the beige sectional sofa’s curve and a side table beside it. The TV screen remains visible, displaying the glowing city skyline, while the carpeted floor extends beneath all furniture, showing subtle texture under ambient lighting.",
+          "20-40%: As the rotation continues, the camera captures a tall floor lamp near a window with sheer white curtains, allowing soft daylight to filter in. The ironing board remains the focal point, its white metal legs casting faint shadows on the plush carpeted floor, while the wall of framed pictures stays visible behind the sofa. The camera then tilts slightly upward, revealing the ceiling light fixture — a modern design with frosted glass shades — positioned directly above the ironing board. The underside of the ironing board mesh becomes visible, showing its crisscross white fabric structure, while the TV screen reflects ambient light from the room.",
+          "40-60%: Continuing the clockwise rotation, the camera pans past the TV, capturing its full display of the city skyline with illuminated skyscrapers. The beige sectional sofa curves into the frame on the right, with its patterned pillows and blankets undisturbed, while the carpeted floor stretches continuously beneath all objects. The camera moves further around the ironing board, now capturing the back of the sofa and the wall of framed pictures from a different angle. The ironing board’s legs are clearly visible, casting defined shadows on the carpeted floor, while the TV screen glows softly in the background.",
+          "60-80%: As the camera approaches the final quarter of its rotation, it lowers slightly, emphasizing the texture of the carpeted floor and the base of the ironing board’s legs. The TV still displays the city skyline, and the beige sectional sofa frames the right side of the shot, maintaining visual continuity with earlier frames. Reflections on the TV screen and the texture of the carpet underfoot are captured, while the central ironing board and its patterned pillow remain in focus.",
+          "80-100%: Finally, the camera completes its 360-degree orbit, returning to the starting position but from a slightly lower angle, focusing on the ironing board’s legs and their shadows on the carpeted floor. The TV continues to display the city skyline, the beige sectional sofa frames the background, and the ceiling light fixture remains visible overhead — completing the seamless loop with all mandatory landmarks intact: carpeted floor, ironing board with patterned pillow, TV displaying city skyline, and the surrounding furniture and decor."
+        ],
+        "level_4": [
+          "The video begins with a low-angle wide shot of a living room featuring a beige sectional sofa with patterned pillows, a light gray carpeted floor, and a white ironing board centered in the frame, topped with a colorful circular-patterned pillow. In the background, a wall displays framed pictures, and to the left, a large TV screen shows a city skyline at dusk.",
+          "The camera begins a slow clockwise rotation around the ironing board, revealing more of the beige sectional sofa’s curve and a side table beside it. The TV screen remains visible, displaying the glowing city skyline, while the carpeted floor extends beneath all furniture, showing subtle texture under ambient lighting.",
+          "As the rotation continues, the camera captures a tall floor lamp near a window with sheer white curtains, allowing soft daylight to filter in. The ironing board remains the focal point, its white metal legs casting faint shadows on the plush carpeted floor, while the wall of framed pictures stays visible behind the sofa.",
+          "The camera tilts slightly upward, revealing the ceiling light fixture — a modern design with frosted glass shades — positioned directly above the ironing board. The underside of the ironing board mesh becomes visible, showing its crisscross white fabric structure, while the TV screen reflects ambient light from the room.",
+          "Continuing the clockwise rotation, the camera pans past the TV, capturing its full display of the city skyline with illuminated skyscrapers. The beige sectional sofa curves into the frame on the right, with its patterned pillows and blankets undisturbed, while the carpeted floor stretches continuously beneath all objects.",
+          "The camera moves further around the ironing board, now capturing the back of the sofa and the wall of framed pictures from a different angle. The ironing board’s legs are clearly visible, casting defined shadows on the carpeted floor, while the TV screen glows softly in the background.",
+          "As the camera approaches the final quarter of its rotation, it lowers slightly, emphasizing the texture of the carpeted floor and the base of the ironing board’s legs. The TV still displays the city skyline, and the beige sectional sofa frames the right side of the shot, maintaining visual continuity with earlier frames.",
+          "Finally, the camera completes its 360-degree orbit, returning to the starting position but from a slightly lower angle, focusing on the ironing board’s legs and their shadows on the carpeted floor. The TV continues to display the city skyline, the beige sectional sofa frames the background, and the ceiling light fixture remains visible overhead — completing the seamless loop with all mandatory landmarks intact."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_egoschema_73af1cc3ad4f46e3d206882d0fa4424e7ba9e03e61c57e938738fc117989da52",
+    "video_path": "videos/mem_egoschema_73af1cc3ad4f46e3d206882d0fa4424e7ba9e03e61c57e938738fc117989da52.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video begins with a view of a kitchen sink area featuring a blue tiled backsplash and a white countertop. A pair of hands wearing red and yellow rubber gloves is seen cleaning the double stainless steel sink using a yellow sponge. A bright blue plastic bowl is initially placed in the left sink basin. The person picks up the bowl, washes it under running water from the chrome faucet, and places it on the counter. After washing other items like a red container and a small black object, the person opens a dishwasher, loads some items, and closes it. The blue bowl is then returned to the left sink basin. The person continues cleaning the sink area, wiping the countertop, and organizing various containers and kitchen items around the sink. The video concludes with the person spraying a cleaning solution onto the sink and continuing to wipe it down."
+        ],
+        "level_2": [
+          "The video starts with a focus on a kitchen sink where a person in red and yellow rubber gloves is cleaning. The left sink contains a blue plastic bowl, which the person removes, washes under the running water, and places on the counter. The person then cleans other small items in the right sink, including a red container and a black object. Next, they open the dishwasher, load some items, and close it. The blue bowl is then seen back in the left sink basin. The person proceeds to wipe the countertop around the sink, moving various containers and organizing the space.",
+          "Continuing from the previous scene, the person focuses on cleaning the countertop area surrounding the sink. They move several containers, including a green-lidded one and a clear pitcher, to clean underneath them. The blue bowl remains in the left sink. The person then sprays a cleaning solution onto the sink and wipes it down thoroughly. The camera pans slightly to show more of the kitchen, including a dining area in the background.",
+          "In the final part of the video, the person continues to clean the sink area. They spray a cleaning solution from a bottle labeled 'FAIR' onto the sink and wipe it down with a cloth. The blue bowl is still visible in the left sink basin. The person then organizes the countertop, placing lids and containers neatly. The video ends with the person finishing the cleaning process around the sink area."
+        ],
+        "level_3": [
+          "The video opens with a top-down view of a kitchen sink area. A person wearing red and yellow rubber gloves is cleaning the double stainless steel sink. The left sink has a bright blue plastic bowl, which the person picks up and washes under the running water from the chrome faucet. Various kitchen items, including cans and a white spray bottle, are visible on the white countertop against a blue tiled backsplash.",
+          "After washing the blue bowl, the person places it on the counter. They continue cleaning the right sink, washing a red container and a small black object with a yellow sponge. The person then moves to the dishwasher, opens it, loads some items, and closes it. The blue bowl is then seen back in the left sink basin as the person prepares to clean the countertop area.",
+          "The person begins cleaning the countertop around the sink, moving containers such as a green-lidded one and a clear pitcher to clean underneath them. The blue bowl remains in the left sink. The person then sprays a cleaning solution onto the sink and wipes it down thoroughly with a cloth. The camera briefly pans to show a dining area in the background.",
+          "The person continues to clean the sink area, focusing on the right side. They spray a cleaning solution from a bottle labeled 'FAIR' onto the sink and wipe it down meticulously. The blue bowl is still in the left sink basin. The person then organizes the countertop, placing lids and containers neatly next to the sink.",
+          "In the final segment, the person finishes cleaning the sink area. They ensure all surfaces are wiped down and organized. The blue bowl remains in the left sink basin. The video concludes with the person making final adjustments to the countertop items, ensuring everything is tidy and clean."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_egoschema_58abbff1b36e3441e5c584e340b34cdcca820bb4b081c63a8855e8cb8577f4cc",
+    "video_path": "videos/mem_egoschema_58abbff1b36e3441e5c584e340b34cdcca820bb4b081c63a8855e8cb8577f4cc.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video shows a person embroidering a Christmas-themed design on a white fabric, which includes a lantern, a star, and holly. The person, wearing a gray zip-up jacket with red accents, is seated at a table covered with a floral-patterned tablecloth. Throughout the video, they hold the fabric in their left hand and use a needle with thread in their right hand to stitch green holly leaves and red berries into the design. The camera maintains an overhead perspective, capturing the detailed embroidery process as the person occasionally shifts the fabric to work on different parts of the pattern. A cross-stitch pattern guide lies on the table, providing reference for the design being created."
+        ],
+        "level_2": [
+          "The video begins with a close-up view of a person starting to embroider a Christmas design on a white fabric. The design features a lantern, a star, and holly, and the person is carefully stitching green holly leaves and red berries using a needle and thread. The overhead camera angle remains steady, focusing on the hands and the fabric, while the person adjusts the fabric to continue stitching. A cross-stitch pattern guide is visible on the table, serving as a reference for the embroidery.",
+          "In the middle section of the video, the person continues to add details to the Christmas-themed embroidery, focusing on the holly leaves and berries. The fabric is held steadily in the left hand, and the right hand meticulously works on the stitching. The overhead camera captures slight movements as the person repositions the fabric to access different areas of the design. The floral tablecloth and the pattern guide remain in view, providing context to the crafting environment.",
+          "The final part of the video shows the person nearing completion of the embroidery, with the holly and berries nearly finished. The overhead camera continues to focus on the hands and the fabric, capturing the precise stitching actions. The person occasionally refers to the pattern guide on the table, ensuring accuracy in the design. The video concludes with the person finishing the last stitches and preparing to cut the thread."
+        ],
+        "level_3": [
+          "The video opens with a person beginning to embroider a Christmas design on a white fabric. The design includes a lantern, a star, and holly, and the person is seen stitching green holly leaves and red berries. The camera provides an overhead view, focusing on the hands and the fabric, while the person holds the fabric in their left hand and uses a needle with their right hand. A cross-stitch pattern guide is placed on the table, offering a reference for the design.",
+          "As the video progresses, the person continues to add more holly leaves and berries to the embroidery. The overhead camera angle remains consistent, capturing the detailed stitching process. The person occasionally shifts the fabric to work on different sections of the design, ensuring even coverage of the holly pattern. The floral tablecloth and the pattern guide are still visible, providing a stable backdrop for the embroidery activity.",
+          "The person then focuses on refining the holly design, adding finer details to the leaves and berries. The overhead camera captures the meticulous nature of the stitching, with the person's hands moving precisely to create the desired effect. The fabric is adjusted frequently to allow for better access to the embroidery area. The pattern guide remains a constant reference point throughout this segment.",
+          "Moving forward, the person continues to embellish the Christmas-themed embroidery, concentrating on completing the holly section. The overhead camera angle stays fixed, highlighting the intricate stitching work. The person occasionally glances at the pattern guide to ensure the design aligns with the intended pattern. The floral tablecloth and the surrounding crafting tools, such as scissors and additional threads, remain in view.",
+          "In the final segment, the person finishes the embroidery by adding the last touches to the holly design. The overhead camera captures the final stitches, showcasing the completed section of the Christmas-themed fabric. The person then prepares to cut the thread, concluding the embroidery process. The video ends with a clear view of the nearly finished design, with the pattern guide and crafting materials still present on the table."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_dl3dv_22f4385b2f47305c70569783d0383f4bc19c42718f9bfc43b92aedee2626909b",
+    "video_path": "videos/mem_dl3dv_22f4385b2f47305c70569783d0383f4bc19c42718f9bfc43b92aedee2626909b.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, low-to-the-ground shot of a cozy living room centered on a black office chair with a patterned pillow (purple, beige, and brown circles) draped over its back. The camera slowly rotates clockwise around the chair, revealing a beige sectional sofa with a matching patterned blanket to the right, a red leather office chair in the background near a desk, and a large TV displaying a bright cityscape mounted on a black TV stand to the left. As the rotation continues, the camera tilts slightly upward to capture framed pictures on the wall, a floor lamp near a doorway, and ambient lighting reflecting off the carpeted floor. The camera then dips downward, moving underneath the chair to reveal the underside of the seat with visible warning labels affixed to the plastic base, followed by a close-up of the black five-star base with casters rolling slightly on the plush beige carpet. Continuing from this low angle, the camera pans up along the chair’s central column, then circles back around to show the full living room again — including the TV on its black stand, the red leather office chair, and the beige sectional sofa — before finally returning to the initial framing, completing the 360-degree orbit while maintaining smooth motion throughout."
+        ],
+        "level_2": [
+          "The video begins with a low-angle, rotating shot around a black office chair adorned with a patterned pillow (purple, beige, and brown circles). The camera moves clockwise, revealing a beige sectional sofa with a patterned blanket to the right, a red leather office chair in the background, and a TV displaying a cityscape on a black TV stand to the left. The carpeted floor is visible beneath, and ambient light illuminates the room, highlighting framed wall art and a floor lamp near a doorway. The camera maintains steady motion as it captures the full layout of the living room.",
+          "Continuing from the first segment, the camera lowers its angle and glides underneath the office chair, focusing on the underside of the seat where warning labels are clearly visible on the plastic structure. The black five-star base with its casters is shown rolling slightly on the beige carpeted floor. The camera then begins to tilt upward along the chair’s central column, preparing to re-emerge into the wider room view while maintaining smooth, continuous motion.",
+          "Finally, the camera rises and completes its circular orbit around the chair, once again showcasing the TV on its black stand displaying a cityscape, the red leather office chair in the background, and the beige sectional sofa with its patterned blanket. The floor lamp near the doorway and the carpeted flooring remain consistent visual anchors. The video concludes by returning to the original framing, having completed a full 360-degree sweep that emphasizes spatial relationships and object placement within the living room."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle shot focused on a black office chair with a colorful patterned pillow (purple, beige, brown circles) draped over its back. The camera begins a slow clockwise rotation, revealing a beige sectional sofa with a patterned blanket to the right and a TV displaying a cityscape on a black TV stand to the left. The carpeted floor and ambient lighting are visible.",
+          "20-40%: As the camera continues its clockwise rotation, more of the living room comes into view: a red leather office chair positioned near a desk in the background, framed artwork on the walls, and a floor lamp standing near a doorway. The camera movement remains smooth and steady, keeping the office chair centered as the focal point. The rotation progresses further, now showing the opposite side of the room, with the TV on its black stand remaining visible on the left and the beige sectional sofa extending across the right side of the frame.",
+          "40-60%: The camera begins to lower its angle, dipping underneath the office chair; the underside of the seat becomes visible, revealing white warning labels affixed to the plastic base. The black five-star base with its casters is partially visible, resting on the beige carpeted floor. The camera fully descends under the chair, offering a detailed view of the underside of the seat with warning labels clearly legible. The black five-star base is now fully in frame, with each caster making contact with the plush carpet. The camera lingers momentarily to emphasize structural details before beginning to rise again.",
+          "60-80%: The camera tilts upward along the central column of the office chair, transitioning smoothly from the under-chair perspective back toward the room’s mid-level view. The black five-star base recedes from focus as the patterned pillow and upper chair structure come back into prominence. Rising further, the camera resumes its clockwise orbit, now capturing the TV on its black stand displaying a cityscape, the red leather office chair in the background, and the beige sectional sofa with its patterned blanket. The floor lamp near the doorway and the ambient lighting remain consistent visual elements.",
+          "80-100%: The camera completes its 360-degree rotation, returning to the initial framing. The black office chair with the patterned pillow remains centered, surrounded by the familiar elements: the beige sectional sofa, the TV on its black stand, the red leather office chair, and the carpeted floor. The video ends with a stable, wide-angle shot mirroring the opening frame."
+        ],
+        "level_4": [
+          "The video opens with a low-angle shot focused on a black office chair with a colorful patterned pillow (purple, beige, brown circles) draped over its back. The camera begins a slow clockwise rotation, revealing a beige sectional sofa with a patterned blanket to the right and a TV displaying a cityscape on a black TV stand to the left. The carpeted floor and ambient lighting are visible.",
+          "As the camera continues its clockwise rotation, more of the living room comes into view: a red leather office chair positioned near a desk in the background, framed artwork on the walls, and a floor lamp standing near a doorway. The camera movement remains smooth and steady, keeping the office chair centered as the focal point.",
+          "The rotation progresses further, now showing the opposite side of the room. The TV on its black stand remains visible on the left, while the beige sectional sofa extends across the right side of the frame. The patterned blanket on the sofa and the carpeted floor continue to provide texture and context to the environment.",
+          "The camera begins to lower its angle, dipping underneath the office chair. The underside of the seat becomes visible, revealing white warning labels affixed to the plastic base. The black five-star base with its casters is partially visible, resting on the beige carpeted floor.",
+          "The camera fully descends under the chair, offering a detailed view of the underside of the seat with warning labels clearly legible. The black five-star base is now fully in frame, with each caster making contact with the plush carpet. The camera lingers momentarily to emphasize structural details before beginning to rise again.",
+          "The camera tilts upward along the central column of the office chair, transitioning smoothly from the under-chair perspective back toward the room’s mid-level view. The black five-star base recedes from focus as the patterned pillow and upper chair structure come back into prominence.",
+          "Rising further, the camera resumes its clockwise orbit, now capturing the TV on its black stand displaying a cityscape, the red leather office chair in the background, and the beige sectional sofa with its patterned blanket. The floor lamp near the doorway and the ambient lighting remain consistent visual elements.",
+          "The camera completes its 360-degree rotation, returning to the initial framing. The black office chair with the patterned pillow remains centered, surrounded by the familiar elements: the beige sectional sofa, the TV on its black stand, the red leather office chair, and the carpeted floor. The video ends with a stable, wide-angle shot mirroring the opening frame."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_egoschema_fa64a873627f41b6a08cf9da47bbe887483dd9069dd0b8d5b9969647b78ddafc",
+    "video_path": "videos/mem_egoschema_fa64a873627f41b6a08cf9da47bbe887483dd9069dd0b8d5b9969647b78ddafc.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video shows a person working on a rectangular wooden frame outdoors, initially covered with a black tarp. The person uses a tool to secure the tarp around the frame, then removes it partially to reveal rocks underneath. After some time, they return to the frame and reposition the tarp over the same area, smoothing it out. The person is seen walking around the construction site, interacting with various objects like a wooden box near a car, and eventually returns to continue adjusting the tarp. A child briefly appears in the background as the person continues their work."
+        ],
+        "level_2": [
+          "The video begins with a person using a tool to secure a black tarp over a rectangular wooden frame filled with rocks. They remove the tarp partially to expose the rocks beneath. Next, the person walks away from the frame, passing by a wooden box near a car, and interacts with the box before returning to the frame. Upon returning, they reposition and smooth the tarp over the rocks once more.",
+          "Continuing from the previous scene, the person is now seen walking across the construction site, stepping over gravel and passing by a wooden structure. They approach a wooden box near a parked car, open it, and retrieve an object. Afterward, they walk back toward the original frame, where they begin readjusting the black tarp over the rocks.",
+          "Finally, the person kneels down at the wooden frame, carefully smoothing out the black tarp over the rocks. They ensure the tarp is securely in place, making several adjustments. In the background, a child can be seen walking around the area, while the person remains focused on completing the task."
+        ],
+        "level_3": [
+          "The video opens with a close-up view of a person securing a black tarp over a rectangular wooden frame filled with rocks. They use a tool to fasten the tarp along the edges of the frame, ensuring it is tightly wrapped around the structure.",
+          "After securing the tarp, the person removes it partially to reveal the rocks inside the frame. They then step away from the frame, walking across the construction site, which is covered in gravel and surrounded by wooden structures.",
+          "The person approaches a wooden box near a parked car, opens it, and retrieves an object. They examine the object briefly before walking back toward the wooden frame, carrying the item with them.",
+          "Upon returning to the frame, the person kneels down and begins readjusting the black tarp, smoothing it out over the rocks. They make several careful movements to ensure the tarp is properly positioned and secured.",
+          "In the final segment, the person continues to smooth and adjust the tarp, focusing on the edges and corners of the frame. A child is visible in the background, walking around the construction site, while the person remains concentrated on their task."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_egoschema_8b3c4e0f11ea369db0846369c12fc053d6aa45c4eb0106826cb7887fd824ad32",
+    "video_path": "videos/mem_egoschema_8b3c4e0f11ea369db0846369c12fc053d6aa45c4eb0106826cb7887fd824ad32.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video begins with a man in a white t-shirt working in a cluttered workshop, using an orange and silver RIDGID circular saw with a blue light on the base to cut a piece of wood. He then sets the saw aside and assembles a wooden frame using smaller pieces of wood, clamps, and a measuring tape. After securing the frame, he applies glue to one of the wooden pieces and fits it into place. The man continues by cutting another piece of wood with the same circular saw, reusing it after several steps involving other tools and materials. Finally, he uses a pneumatic nail gun to secure the newly cut piece into the frame, completing the assembly."
+        ],
+        "level_2": [
+          "The video opens with a man in a white t-shirt using an orange and silver RIDGID circular saw with a blue light to cut a piece of wood in a cluttered workshop. He then transitions to assembling a wooden frame, measuring and fitting smaller wooden pieces together using clamps and a tape measure. Next, he applies glue to one of the pieces and carefully fits it into the frame. The scene shifts back to the circular saw as he cuts another piece of wood, indicating its reuse after various intermediate steps involving different tools.",
+          "In the middle section, the man continues working on the wooden frame, now focusing on fitting and securing the glued piece. He moves around the workshop, gathering additional tools like a pneumatic nail gun from a nearby shelf. The environment remains cluttered with various tools and materials scattered around. He prepares the frame for the next step by ensuring all pieces are properly aligned and ready for fastening.",
+          "The final part of the video shows the man applying glue to another wooden piece and fitting it into the frame. He then uses the RIDGID circular saw to make precise cuts on additional pieces of wood. After cutting, he returns to the frame and uses a pneumatic nail gun to secure the newly added pieces, completing the assembly process. The workshop setting remains consistent throughout, filled with tools and materials."
+        ],
+        "level_3": [
+          "The video starts with a man in a white t-shirt using an orange and silver RIDGID circular saw with a blue light to cut a piece of wood in a cluttered workshop. The saw is prominently visible with its brand name 'RIDGID' clearly shown. After cutting, he sets the saw down and begins assembling a wooden frame using smaller wooden pieces, clamps, and a tape measure, focusing on precise measurements and alignment.",
+          "Continuing from the previous scene, the man applies glue to one of the wooden pieces and carefully fits it into the frame, ensuring a snug fit. He then moves around the workshop, gathering additional tools such as a pneumatic nail gun from a nearby shelf. The environment is filled with various tools and materials, emphasizing the busy nature of the workspace.",
+          "The man proceeds to apply glue to another wooden piece and fits it into the frame, making sure all components are securely in place. He then returns to the RIDGID circular saw to cut another piece of wood, demonstrating the tool's reuse after several steps involving other materials and tools. The focus remains on the detailed assembly process within the cluttered workshop.",
+          "In the next segment, the man uses the circular saw to make precise cuts on additional pieces of wood, preparing them for the frame. He ensures each cut is accurate before moving on to the next step. The workshop remains filled with tools and materials, highlighting the ongoing construction activity.",
+          "Finally, the man applies glue to the newly cut wooden pieces and fits them into the frame, continuing the assembly process. He then uses a pneumatic nail gun to secure the pieces, completing the frame. The video concludes with a close-up of the finished wooden frame, showcasing the precision and care taken throughout the project."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_egoschema_2ec44997b19ce06ecf8d166765d0eff597461a97e137c93042b7526486efe8e6",
+    "video_path": "videos/mem_egoschema_2ec44997b19ce06ecf8d166765d0eff597461a97e137c93042b7526486efe8e6.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video shows a person crafting a light green paper envelope from a rectangular sheet of smooth, light green paper. The person uses black-handled scissors to trim the edges of the paper and then meticulously folds it into an envelope shape. Throughout the process, the camera captures various angles as the person manipulates the paper, ensuring precise folds. Once the envelope is formed, they place a colorful picture inside, adjusting it to fit neatly within the envelope."
+        ],
+        "level_2": [
+          "The video begins with the person holding a rectangular sheet of light green paper and using scissors to trim its edges. They carefully fold the paper in half lengthwise, creating a crease down the middle. Next, they fold the top corners diagonally inward to form triangular flaps at one end of the paper. The person continues by folding the bottom corners upward to meet the top flaps, forming a pointed end for the envelope.",
+          "In the second segment, the person places a colorful picture on the table and positions it near the partially folded paper. They then fold the paper further, bringing the sides together to create the main body of the envelope. The person smooths out the folds to ensure they are crisp and even. Finally, they open the envelope slightly to insert the picture inside.",
+          "The final segment shows the person completing the envelope by folding the remaining flaps inward and securing them. They adjust the envelope to ensure it is properly sealed and neat. The person then lifts the finished envelope, displaying it briefly before placing it aside. The video concludes with the person preparing to start another envelope."
+        ],
+        "level_3": [
+          "The video opens with a close-up view of a person's hands holding a rectangular sheet of light green paper. They use scissors to trim the edges of the paper, ensuring it is perfectly square. The person then folds the paper in half lengthwise, creating a central crease. Next, they fold the top corners diagonally inward to form triangular flaps at one end of the paper.",
+          "Continuing from the previous scene, the person folds the bottom corners upward to meet the top flaps, forming a pointed end for the envelope. They then fold the paper further, bringing the sides together to create the main body of the envelope. The person smooths out the folds to ensure they are crisp and even. A colorful picture is placed on the table nearby, ready to be inserted into the envelope.",
+          "The person opens the envelope slightly and carefully inserts the colorful picture inside, adjusting it to fit neatly within the envelope. They then fold the remaining flaps inward and secure them, completing the envelope. The person smooths out the envelope to ensure it is properly sealed and neat.",
+          "Next, the person lifts the finished envelope, displaying it briefly to show the completed craft. They then place the envelope aside and begin preparing another sheet of light green paper, repeating the process of trimming, folding, and sealing. The camera captures various angles as they work, highlighting the precision of their movements.",
+          "Finally, the person completes another envelope and places it next to the first one. They smooth out the envelopes and arrange them neatly on the table. The video concludes with the person preparing to start another envelope, continuing the crafting process."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e",
+    "video_path": "videos/mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens with a view through an ornate white metal gate, partially obscuring a warmly lit interior. A man with short dark hair and a gray beard, wearing a dark jacket over a collared shirt with white trim on the collar, enters from behind the gate. He is followed by a woman with short dark hair, dressed in a light pink ribbed sweater. The two walk side by side, moving forward through the space, with the man gesturing as if explaining something. The background features a wooden door with glass panes and decorative wall patterns, while the camera follows their movement, maintaining focus on their interaction."
+        ],
+        "level_2": [
+          "The video begins with a man partially visible behind an ornate white metal gate, which frames the scene. He has short dark hair, a gray beard, and is wearing a dark jacket over a collared shirt with white trim. As he steps forward, his face becomes fully visible, and he appears to be speaking or gesturing. Shortly after, a woman with short dark hair, wearing a light pink ribbed sweater, enters from behind him. She walks alongside him, and they both move forward together through the space. The background includes a wooden door with glass panes and decorative wall patterns, while the camera follows their movement.",
+          "Continuing from the previous scene, the man and woman are now walking side by side, moving deeper into the room. The man continues to gesture with his hands, seemingly engaged in conversation, while the woman listens attentively, occasionally glancing at him. The ornate white metal gate remains in the foreground, framing their movement. The background reveals more of the interior, including a glimpse of a railing and additional decorative elements on the walls. The camera maintains a steady follow shot, keeping both individuals in focus.",
+          "Finally, the man and woman continue their walk through the elegantly decorated room. The man, still wearing his dark jacket and collared shirt, turns slightly towards the woman as they converse. The woman, in her light pink sweater, smiles and responds to him. The ornate white metal gate is still visible in the foreground, but the background now shows more of the room's details, including a brick-patterned section of the wall and a black railing. The camera follows them closely, capturing their interaction and the warm, inviting atmosphere of the space."
+        ],
+        "level_3": [
+          "The video opens with a view through an ornate white metal gate, which frames the entrance to a warmly lit interior. A man with short dark hair and a gray beard, wearing a dark jacket over a collared shirt with white trim, steps forward from behind the gate. His face becomes fully visible as he begins to speak, gesturing with his hands. The background features a wooden door with glass panes and decorative wall patterns, adding to the elegant ambiance of the setting.",
+          "As the man continues to speak, a woman with short dark hair, dressed in a light pink ribbed sweater, enters from behind him. She walks alongside him, her attention focused on him as he gestures and explains something. The ornate white metal gate remains in the foreground, framing their movement as they proceed deeper into the room. The background reveals more of the interior, including a glimpse of a railing and additional decorative elements on the walls.",
+          "The man and woman continue their walk through the elegantly decorated room, moving closer to the camera. The man, still wearing his dark jacket and collared shirt, turns slightly towards the woman as they converse. The woman, in her light pink sweater, smiles and responds to him, her expression indicating engagement in the conversation. The ornate white metal gate is still visible in the foreground, but the background now shows more of the room's details, including a brick-patterned section of the wall and a black railing.",
+          "The couple moves further into the room, their interaction becoming more animated. The man gestures with his hands as he speaks, emphasizing his points, while the woman listens attentively, nodding and smiling. The ornate white metal gate remains in the foreground, but the background reveals more of the room's intricate details, including a black railing and additional decorative elements on the walls. The camera follows them closely, capturing their dynamic interaction.",
+          "In the final moments of the video, the man and woman continue their walk through the elegantly decorated room. The man, still wearing his dark jacket and collared shirt, turns slightly towards the woman as they converse. The woman, in her light pink sweater, smiles and responds to him, her expression indicating engagement in the conversation. The ornate white metal gate is still visible in the foreground, but the background now shows more of the room's details, including a brick-patterned section of the wall and a black railing. The camera maintains a steady follow shot, keeping both individuals in focus as they move through the space."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_dl3dv_d99d4c9126a46474b90ad4b2565d9daaf529387572ccdc388e3883083b66391a",
+    "video_path": "videos/mem_dl3dv_d99d4c9126a46474b90ad4b2565d9daaf529387572ccdc388e3883083b66391a.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a tranquil lakeside park scene, featuring a wooden bench with a black metal frame positioned on a paved walkway that curves gently left along the lake shoreline. Overhanging willow tree branches drape elegantly over the water, casting soft shadows on the grassy bank. The camera slowly pans right, revealing more of the serene lake and the lush greenery surrounding it. As the pan continues, a second identical bench comes into view further down the path, nestled under another large willow tree. A green bucket is visible under this tree, resting near some rocks and partially obscured by low-hanging branches. The paved path continues to wind through the grassy area, bordered by trees and reeds. The camera then circles back slightly, offering a wider perspective that includes both benches, the curving paved walkway, and the shimmering lake surface reflecting the morning light. Continuing from this wide shot, the camera moves forward along the path, passing the first bench again and highlighting the texture of the pavement and scattered leaves. The willow tree’s long, flowing branches sway subtly in the breeze, framing the lake beautifully. Finally, the camera returns to its original position, completing a gentle circular motion that captures the peaceful ambiance of the park, with all mandatory landmarks — willow tree overhanging lake, paved path curving left, benches positioned near water, green bucket under tree, willow tree branches, paved walkway, wooden bench with black metal frame, and lake shoreline — clearly and cohesively integrated throughout the entire sequence."
+        ],
+        "level_2": [
+          "The video opens with a static wide shot of a wooden bench with a black metal frame situated on a paved walkway that curves left along the lake shoreline. Overhanging willow tree branches frame the scene, draping toward the water’s edge. In the background, the calm lake reflects sunlight, while tall reeds and grasses line the shore. The camera begins a slow pan to the right, revealing more of the lake and the continuation of the paved path. A second bench appears in the distance, also placed near the water under another willow tree. The green bucket under the tree becomes visible as the camera moves closer to the second bench, nestled beside rocks and partially hidden by foliage. The paved walkway remains prominent, winding through the grassy terrain.",
+          "Continuing from the previous segment, the camera now focuses on the second bench under the willow tree, capturing the green bucket nearby and the intricate details of the tree’s drooping branches. The camera begins to circle around this bench, showing the paved path extending behind it and the lake shoreline stretching into the distance. The movement reveals the full context of the park: multiple benches spaced along the curving walkway, each positioned for optimal lake views. The camera then transitions smoothly to a forward tracking shot along the paved path, passing the first bench once more. The texture of the stone pavers, scattered dry leaves, and the contrast between the manicured grass and natural shoreline are highlighted. Willow branches continue to sway gently overhead, maintaining the serene atmosphere.",
+          "Finally, the camera completes its circular trajectory by returning to the initial vantage point, offering a familiar yet refreshed view of the first bench and the willow tree overhanging the lake. The paved path curves left as before, leading the eye toward the distant shoreline and the second bench still visible under its own willow canopy. The green bucket remains tucked beneath the tree, a quiet detail anchoring the scene. The camera lingers briefly, allowing the viewer to absorb the full composition: the wooden bench with black metal frame, the paved walkway, the willow tree branches swaying in the breeze, and the tranquil lake shoreline. All mandatory landmarks are present and visually connected, reinforcing the peaceful continuity of the park environment from start to finish."
+        ],
+        "level_3": [
+          "0-20%: The video begins with a medium shot of a wooden bench with a black metal frame positioned on a paved walkway that curves left along the lake shoreline. Overhanging willow tree branches frame the top of the frame, casting shadows on the grass below. The lake glimmers in the background, bordered by reeds and grasses. The camera is stationary but poised to begin a slow pan to the right, then initiates a smooth rightward pan, revealing more of the paved walkway and the continuation of the lake shoreline; the first bench stays in view on the left as the camera uncovers a second bench further down the path, also near the water and under another willow tree, though the green bucket under the second tree is not yet visible.",
+          "20-40%: The pan continues, bringing the second bench fully into view. The green bucket under the tree becomes noticeable, resting near rocks and partially hidden by low-hanging branches. The paved path curves visibly to the left behind the bench, and the lake shoreline extends into the distance. The camera maintains a steady pace, emphasizing the tranquility of the setting. The camera then begins to circle around the second bench, shifting perspective to show the paved walkway extending behind it and the full expanse of the lake shoreline, with willow branches draping gracefully into the frame and the green bucket remaining visible under the tree.",
+          "40-60%: Continuing the circular motion, the camera now faces back toward the first bench, capturing the full length of the paved path that connects both benches. The willow tree overhanging the lake is prominent again, its branches framing the shot. The camera begins a slow forward tracking movement along the paved walkway, passing the first bench once more. As the camera tracks forward, the texture of the stone pavers and scattered dry leaves become more detailed. The grassy bank beside the path is uneven, with patches of dirt and moss. Willow tree branches overhead sway gently, filtering sunlight onto the path, while the lake shoreline remains visible to the right with reeds swaying slightly in the breeze.",
+          "60-80%: The camera continues its forward motion, approaching the end of the paved path near the first bench. It begins to arc back to the left, initiating a return to the original viewpoint. The second bench and the green bucket under the tree come back into view in the distance, framed by the willow branches and the lake beyond. The paved walkway, curving left, remains central to the composition, and the serene ambiance is maintained through subtle movement of foliage and light reflections on the water.",
+          "80-100%: Finally, the camera settles back into its starting position, offering a symmetrical composition of the first bench, the curving paved walkway, and the willow tree overhanging the lake. The green bucket under the distant tree, the wooden bench with black metal frame, the paved walkway, the willow branches, and the lake shoreline are all visible, creating a harmonious and complete visual loop that encapsulates the entire scene. The camera lingers briefly, allowing the viewer to absorb the full composition, with all mandatory landmarks clearly and cohesively integrated."
+        ],
+        "level_4": [
+          "Part 1/8: The video begins with a medium shot of a wooden bench with a black metal frame positioned on a paved walkway that curves left along the lake shoreline. Overhanging willow tree branches frame the top of the frame, casting shadows on the grass below. The lake glimmers in the background, bordered by reeds and grasses. The camera is stationary but poised to begin a slow pan to the right.",
+          "Part 2/8: The camera begins a smooth rightward pan, revealing more of the paved walkway and the continuation of the lake shoreline. The willow tree’s branches remain prominent, gently swaying. The first bench stays in view on the left as the camera uncovers a second bench further down the path, also near the water and under another willow tree. The green bucket under the second tree is not yet visible.",
+          "Part 3/8: The pan continues, bringing the second bench fully into view. The green bucket under the tree becomes noticeable, resting near rocks and partially hidden by low-hanging branches. The paved path curves visibly to the left behind the bench, and the lake shoreline extends into the distance. The camera maintains a steady pace, emphasizing the tranquility of the setting.",
+          "Part 4/8: The camera begins to circle around the second bench, shifting perspective to show the paved walkway extending behind it and the full expanse of the lake shoreline. Willow branches drape gracefully into the frame, enhancing the sense of enclosure and peace. The green bucket remains visible under the tree, adding a subtle human element to the natural scene.",
+          "Part 5/8: Continuing the circular motion, the camera now faces back toward the first bench, capturing the full length of the paved path that connects both benches. The willow tree overhanging the lake is prominent again, its branches framing the shot. The camera begins a slow forward tracking movement along the paved walkway, passing the first bench once more.",
+          "Part 6/8: As the camera tracks forward, the texture of the stone pavers and scattered dry leaves become more detailed. The grassy bank beside the path is uneven, with patches of dirt and moss. The willow tree branches overhead sway gently, filtering sunlight onto the path. The lake shoreline remains visible to the right, with reeds swaying slightly in the breeze.",
+          "Part 7/8: The camera continues its forward motion, approaching the end of the paved path near the first bench. It begins to arc back to the left, initiating a return to the original viewpoint. The second bench and the green bucket under the tree come back into view in the distance, framed by the willow branches and the lake beyond.",
+          "Part 8/8: Finally, the camera settles back into its starting position, offering a symmetrical composition of the first bench, the curving paved walkway, and the willow tree overhanging the lake. The green bucket under the distant tree, the wooden bench with black metal frame, the paved walkway, the willow branches, and the lake shoreline are all visible, creating a harmonious and complete visual loop that encapsulates the entire scene."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_dl3dv_81bf2a03aadbf20bf20aa2feb18ab8b9afbd377b5be45e3792622e6e8d227a02",
+    "video_path": "videos/mem_dl3dv_81bf2a03aadbf20bf20aa2feb18ab8b9afbd377b5be45e3792622e6e8d227a02.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a low-angle shot of a green octagonal picnic table with black metal legs and attached benches, situated on a paved ground composed of light beige square tiles. The camera slowly circles clockwise around the table, revealing its full structure — slatted tabletop, curved bench seating integrated into the frame, and sturdy black support beams. To the right, a red brick wall runs parallel to the table, while in the background, a distant building entrance with white-framed glass doors and steps leading up to it becomes visible as the camera moves. As the camera continues its orbit, the perspective shifts to show the table from multiple angles: side view, front view, and rear view, all while maintaining consistent lighting under an overcast sky. The tiled pavement features subtle variations in shade and occasional darker grout lines, and a narrow strip of gray stone bordering the walkway appears intermittently. The picnic table remains stationary throughout, with no people or movement other than the camera’s smooth, continuous circular motion. Finally, the camera completes its 360-degree sweep, returning to a position similar to the opening shot but slightly elevated, offering a comprehensive view of the entire scene including the brick wall, the distant entrance, and the geometric pattern of the tiled ground surrounding the green picnic table."
+        ],
+        "level_2": [
+          "The video starts with a close-up, low-angle view of a green octagonal picnic table with black legs and attached benches, resting on a paved surface made of square beige tiles. The camera begins a slow clockwise pan around the table, revealing its slatted top and curved bench seating. In the background, a red brick wall is visible on the right, and further back, a distant building entrance with white-framed glass doors can be seen. The camera continues moving, capturing the texture of the tiles and the clean lines of the table’s construction.",
+          "Continuing from the previous segment, the camera now shows the picnic table from its left side and then its rear, emphasizing the symmetrical design of the attached benches and the black metal framework. The brick wall remains visible along the right edge of the frame, while the paved ground extends outward with consistent tile patterns. The distant building entrance comes more clearly into view as the camera circles, showing steps leading up to the doors. The lighting remains even and diffused, suggesting an overcast day, and no objects or people interrupt the scene.",
+          "Finally, the camera completes its circular path around the green picnic table, now approaching from the front-right angle before returning to a near-original position but slightly higher. The full geometry of the table — octagonal top, curved benches, black supports — is again showcased. The brick wall, tiled pavement, and distant building entrance are all present in the frame, reinforcing the spatial context. The camera movement slows as it settles, offering a final, stable view that encapsulates the entire environment without any additional elements entering the scene."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle shot focused on the front-left corner of a green octagonal picnic table with black metal legs, positioned on a paved ground made of square beige tiles. A red brick wall is visible to the right, and in the far background, a distant building entrance with white-framed doors can be faintly seen. The camera begins a slow clockwise rotation around the table, revealing the full left side of the picnic table, highlighting the attached curved bench and the slatted tabletop. The brick wall remains in view on the right, while the paved ground extends forward with uniform square tiles.",
+          "20-40%: Continuing the clockwise pan, the camera captures the rear-left quarter of the picnic table, showing the symmetry of the bench seating and the black support structure underneath. The brick wall still occupies the right edge of the frame, and the tiled pavement continues to stretch outward. The distant building entrance becomes more clearly visible, with steps leading up to the white-framed doors. As the camera moves to the rear of the table, the full backside comes into view, emphasizing the octagonal shape and the integrated bench design. The brick wall is now partially out of frame, replaced by more of the paved ground.",
+          "40-60%: The camera continues its clockwise arc to the rear-right side of the table, showcasing the right bench and the black leg supports. The brick wall reappears on the right edge, and the tiled pavement stretches diagonally toward the foreground. The distant building entrance remains visible in the background, though slightly obscured by the table’s structure. Now capturing the right side of the picnic table, the camera highlights the curvature of the attached bench and the slatted top. The brick wall runs vertically along the right edge, while the paved ground fills the lower portion of the frame.",
+          "60-80%: The camera moves to the front-right angle of the picnic table, offering a view that combines the tabletop, bench, and black support legs. The brick wall is prominent on the right, and the tiled pavement extends forward. The distant building entrance is still visible in the background, now aligned with the center of the table. The lighting remains even and diffused, suggesting an overcast day, and no objects or people interrupt the scene. The full geometry of the table — octagonal top, curved benches, black supports — is showcased from this perspective.",
+          "80-100%: Finally, the camera completes its circular motion, returning to a position similar to the start but slightly elevated, showing the front-left corner of the green picnic table once more. The brick wall, paved ground with square tiles, and distant building entrance are all visible, creating a cohesive and complete environmental shot. The camera slows to a gentle stop, concluding the sequence. The tiled pavement features subtle variations in shade and occasional darker grout lines, and a narrow strip of gray stone bordering the walkway appears intermittently. The picnic table remains stationary throughout, with no people or movement other than the camera’s smooth, continuous circular motion."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle shot focused on the front-left corner of a green octagonal picnic table with black metal legs, positioned on a paved ground made of square beige tiles. A red brick wall is visible to the right, and in the far background, a distant building entrance with white-framed doors can be faintly seen. The camera begins a slow clockwise rotation around the table.",
+          "Part 2/8: Continuing the clockwise pan, the camera now reveals the full left side of the picnic table, highlighting the attached curved bench and the slatted tabletop. The brick wall remains in view on the right, while the paved ground extends forward with uniform square tiles. The distant building entrance becomes slightly more defined as the camera angle shifts.",
+          "Part 3/8: The camera now captures the rear-left quarter of the picnic table, showing the symmetry of the bench seating and the black support structure underneath. The brick wall still occupies the right edge of the frame, and the tiled pavement continues to stretch outward. The distant building entrance is more clearly visible, with steps leading up to the white-framed doors.",
+          "Part 4/8: As the camera moves to the rear of the table, the full backside of the green picnic table comes into view, emphasizing the octagonal shape and the integrated bench design. The brick wall is now partially out of frame, replaced by more of the paved ground. The distant building entrance remains visible in the background, centered in the upper part of the frame.",
+          "Part 5/8: The camera continues its clockwise arc to the rear-right side of the table, showcasing the right bench and the black leg supports. The brick wall reappears on the right edge, and the tiled pavement stretches diagonally toward the foreground. The distant building entrance is still visible, though slightly obscured by the table’s structure.",
+          "Part 6/8: Now capturing the right side of the picnic table, the camera highlights the curvature of the attached bench and the slatted top. The brick wall runs vertically along the right edge, while the paved ground fills the lower portion of the frame. The distant building entrance remains in view, framed between the table and the wall.",
+          "Part 7/8: The camera moves to the front-right angle of the picnic table, offering a view that combines the tabletop, bench, and black support legs. The brick wall is prominent on the right, and the tiled pavement extends forward. The distant building entrance is still visible in the background, now aligned with the center of the table.",
+          "Part 8/8: Finally, the camera completes its circular motion, returning to a position similar to the start but slightly elevated, showing the front-left corner of the green picnic table once more. The brick wall, paved ground with square tiles, and distant building entrance are all visible, creating a cohesive and complete environmental shot. The camera slows to a gentle stop, concluding the sequence."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_egoschema_c29e77914bc59d4173fdf8b1ac20fd381f44dcc6b94e7e6cf7c488bed830cebf",
+    "video_path": "videos/mem_egoschema_c29e77914bc59d4173fdf8b1ac20fd381f44dcc6b94e7e6cf7c488bed830cebf.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video captures a first-person perspective of a baseball practice session on a sunny day at an outdoor field. The camera, likely mounted on the user's head or helmet, pans around the field, showing the expansive dirt infield, green outfield, and surrounding trees under a bright blue sky with scattered clouds. A red, white, and blue baseball bat is prominently featured throughout the video; it is initially seen being held by the user, then placed on the ground near the batter's box, and later picked up again for batting practice. The user swings the bat multiple times, hitting a baseball into the air, while the camera follows the ball's trajectory and occasionally focuses on the bat itself. The scene includes views of the chain-link fence, bleachers, and a small building in the background, all contributing to the authentic feel of a casual baseball practice."
+        ],
+        "level_2": [
+          "The video opens with a sweeping view of a baseball field, showcasing the dirt infield, grassy outfield, and tall light poles against a vibrant blue sky. The camera moves around the field, capturing the chain-link fence and empty bleachers. A red, white, and blue baseball bat is visible, initially held by the user. The perspective shifts to show the bat lying on the ground near home plate, surrounded by the netting of the batting cage. The user then picks up the bat again, preparing for a swing.",
+          "Continuing from the previous scene, the camera focuses on the user swinging the baseball bat, hitting a ball into the air. The ball's flight is tracked as it soars high above the field. The camera briefly shows the bat resting on the ground again before the user retrieves it. The background remains consistent with the sunny day, clear skies, and lush green trees framing the field.",
+          "The final segment shows the user continuing their batting practice. The camera captures the repeated action of swinging the bat and hitting the ball, with the ball often seen flying towards the outfield. The perspective occasionally shifts to focus on the bat, highlighting its design and colors. The video concludes with a wide shot of the entire field, emphasizing the open space and the serene environment."
+        ],
+        "level_3": [
+          "The video begins with a panoramic view of a baseball field, capturing the dirt infield, green outfield, and towering light poles under a clear blue sky. The camera, positioned from the user's point of view, pans around the field, revealing the chain-link fence and empty bleachers. A red, white, and blue baseball bat is introduced, initially held by the user, setting the stage for the upcoming practice.",
+          "As the video progresses, the camera focuses on the user placing the baseball bat on the ground near home plate, within the confines of the batting cage. The user then picks up the bat again, preparing for a swing. The camera captures the motion of the swing, with the ball being hit into the air, showcasing the dynamic action of the practice session.",
+          "The middle portion of the video continues with the user repeatedly swinging the bat, hitting the ball into the air each time. The camera follows the ball's trajectory, providing a sense of the distance and height achieved. The background remains consistent, with the sunny weather and surrounding trees creating a picturesque setting for the practice.",
+          "In the latter part of the video, the camera shifts focus back to the bat, showing it resting on the ground and then being picked up once more. The user continues to engage in batting practice, with the ball frequently seen flying towards the outfield. The camera occasionally captures the user's shadow, adding a personal touch to the footage.",
+          "The video wraps up with a series of wide shots of the baseball field, emphasizing the expansive layout and the serene environment. The user's shadow is visible on the ground, indicating their presence and activity. The final frames show the ball in mid-air, heading towards the outfield, with the camera capturing the full scope of the field and the beautiful sky above."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_openhumanvid_793e3f6a347e2672d701b7ba42d6ee1450191f0fb174156790ee3dd2bdca130d",
+    "video_path": "videos/mem_openhumanvid_793e3f6a347e2672d701b7ba42d6ee1450191f0fb174156790ee3dd2bdca130d.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In a dimly lit room with brick walls and a barred gate in the background, a man dressed in a light pink traditional Chinese outfit with white cuffs and a wide-brimmed hat sits on a wooden chair. He is engaged in a conversation with two other individuals: a woman in an ornate light pink qipao adorned with gold embroidery and jewelry, and another person wearing a brown robe who appears distressed, leaning forward with their head down. The man gestures with his hands while speaking, and the woman occasionally places a comforting hand on his shoulder. The scene maintains a somber and intimate atmosphere throughout."
+        ],
+        "level_2": [
+          "The video opens with a man in a light pink traditional Chinese outfit and a white hat seated on a wooden chair, facing a distressed individual in a brown robe. To his left, a woman in an intricately embroidered light pink qipao, adorned with jewelry, sits quietly. The man begins to speak, gesturing with his hands as he interacts with the distressed person. The woman then reaches out to place a comforting hand on the man's shoulder, showing concern. The background remains consistent with brick walls and a barred gate, emphasizing the confined setting.",
+          "Continuing from the previous scene, the man in the pink outfit continues to engage with the distressed individual, now placing his hands on their shoulders in a gesture of reassurance. The woman in the qipao observes the interaction closely, her expression reflecting empathy. The man adjusts his posture slightly, maintaining eye contact with the distressed person, while the woman remains seated, her hand still resting on the man's shoulder. The barred gate and brick walls remain prominent in the background, reinforcing the setting.",
+          "In the final part of the sequence, the man in the pink outfit continues to comfort the distressed individual, who remains hunched over. The man leans forward, offering further support, while the woman in the qipao watches attentively. The interaction between the three individuals remains the focal point, with the man's gestures and the woman's supportive presence creating a sense of care and concern. The background elements, including the brick walls and barred gate, remain unchanged, maintaining the spatial consistency of the scene."
+        ],
+        "level_3": [
+          "The video begins with a man in a light pink traditional Chinese outfit and a white hat seated on a wooden chair, facing a distressed individual in a brown robe. To his left, a woman in an ornate light pink qipao adorned with gold embroidery and jewelry sits quietly. The man starts to speak, gesturing with his hands as he interacts with the distressed person. The camera focuses on the trio, capturing the subtle movements and expressions that convey the gravity of the situation.",
+          "As the scene progresses, the man in the pink outfit continues to engage with the distressed individual, now placing his hands on their shoulders in a gesture of reassurance. The woman in the qipao observes the interaction closely, her expression reflecting empathy. The man adjusts his posture slightly, maintaining eye contact with the distressed person, while the woman remains seated, her hand still resting on the man's shoulder. The camera subtly shifts to emphasize the emotional connection between the characters.",
+          "The interaction deepens as the man in the pink outfit leans forward, offering further support to the distressed individual, who remains hunched over. The woman in the qipao watches attentively, her gaze fixed on the exchange. The man's gestures become more pronounced, indicating his earnest attempt to comfort the other person. The camera maintains a steady focus on the trio, ensuring that the viewer remains immersed in the emotional dynamics of the scene.",
+          "In the next segment, the man continues to provide comfort to the distressed individual, his hands gently placed on their back. The woman in the qipao remains seated, her expression conveying a mix of concern and compassion. The background, with its brick walls and barred gate, remains constant, reinforcing the confined and intimate nature of the setting. The camera angle subtly changes to capture the evolving interaction from different perspectives.",
+          "Finally, the man in the pink outfit continues to console the distressed individual, who remains in a hunched position. The woman in the qipao watches closely, her hand still resting on the man's shoulder, symbolizing her support. The scene concludes with the trio deeply engaged in their interaction, the man's gestures and the woman's attentive presence highlighting the emotional depth of the moment. The barred gate and brick walls in the background remain unchanged, maintaining the spatial consistency of the scene."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960",
+    "video_path": "videos/mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video features two women standing side by side in a modest indoor setting. The elderly woman, positioned on the left, has gray hair styled in a neat bun and wears small hoop earrings. She is dressed in a dark-colored top with an ornate orange and brown patterned collar. Throughout the video, she turns her head slightly to her right while speaking, her facial expressions changing subtly as she communicates. The younger woman, on the right, has short bobbed brown hair with bangs and wears a light pink collared shirt. She remains mostly still, occasionally shifting her gaze but maintaining a composed demeanor. The background consists of a plain wall with a red-framed alcove or shelf, adding a subtle depth to the scene. The camera remains steady, focusing on the two women and capturing their interaction."
+        ],
+        "level_2": [
+          "The video opens with the two women standing close together. The elderly woman, with her gray hair in a bun and wearing a dark top with an ornate collar, begins to turn her head slightly to her right, indicating she is about to speak. The younger woman, dressed in a light pink collared shirt, stands calmly beside her, her expression neutral. As the elderly woman continues to speak, her facial expressions become more animated, reflecting the tone of her words. The younger woman maintains her position, occasionally glancing toward the elderly woman but mostly looking forward. The background remains consistent, featuring a plain wall and a red-framed alcove.",
+          "Continuing from the previous scene, the elderly woman is now actively speaking, her head turned further to her right. Her facial expressions are more pronounced, suggesting she is emphasizing certain points in her conversation. The younger woman remains mostly stationary, her gaze shifting slightly towards the elderly woman, indicating she is listening attentively. The lighting and background elements, including the red-framed alcove, remain unchanged, providing a stable visual context for the interaction.",
+          "In the final part of the video, the elderly woman continues her conversation, her head still turned to the right. Her expressions remain engaged, showing her active participation in the dialogue. The younger woman maintains her attentive stance, her eyes occasionally meeting the elderly woman's, reinforcing the sense of communication between them. The background, with its plain wall and red-framed alcove, stays consistent, ensuring the focus remains on the two women and their interaction."
+        ],
+        "level_3": [
+          "The video begins with the two women standing side by side. The elderly woman, with her gray hair in a bun and wearing a dark top with an ornate collar, is positioned on the left. The younger woman, with short brown hair and a light pink collared shirt, stands on the right. The background features a plain wall with a red-framed alcove, adding a subtle detail to the setting. The elderly woman starts to turn her head slightly to her right, preparing to speak.",
+          "As the elderly woman continues to turn her head further to the right, her facial expressions begin to change, indicating she is starting to speak. The younger woman remains mostly still, her gaze directed forward but with a slight shift towards the elderly woman, suggesting she is listening. The red-framed alcove in the background remains a constant element, providing a stable backdrop for the scene.",
+          "The elderly woman is now fully engaged in speaking, her head turned more significantly to the right. Her facial expressions are more animated, reflecting the content of her words. The younger woman maintains her attentive posture, her eyes occasionally meeting the elderly woman's, reinforcing the sense of communication. The background, with its plain wall and red-framed alcove, remains unchanged, keeping the focus on the interaction between the two women.",
+          "The elderly woman continues her conversation, her head still turned to the right. Her expressions remain engaged, showing her active participation in the dialogue. The younger woman stays in her attentive stance, her gaze occasionally shifting towards the elderly woman, indicating ongoing listening. The red-framed alcove in the background remains a consistent element, providing a stable visual context.",
+          "In the final moments of the video, the elderly woman is still speaking, her head turned to the right. Her facial expressions continue to convey her engagement in the conversation. The younger woman maintains her attentive posture, her eyes occasionally meeting the elderly woman's, reinforcing the sense of communication. The background, with its plain wall and red-framed alcove, remains consistent, ensuring the focus stays on the two women and their interaction."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5",
+    "video_path": "videos/mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A man in a gray button-up shirt with short dark hair and a mustache stands outside a car on a busy street. He is accompanied by two women, one in a colorful jacket and the other in a black outfit. The man appears to be engaged in a conversation with the woman in the black outfit, who gestures towards him. As the scene progresses, the man turns his attention to the woman in the colorful jacket, and they share an emotional embrace. The background features storefronts, including one with a red circular sign, and the atmosphere suggests a moment of personal significance amidst an urban setting."
+        ],
+        "level_2": [
+          "The man in the gray shirt stands near a car door, facing two women. One woman, dressed in a black outfit, gestures as if explaining something, while the other, in a colorful jacket, listens attentively. The man looks between them, seemingly processing their words. The setting is a bustling street with visible storefronts, including a barbershop and a shop with a red circular sign. The camera remains steady, focusing on the interaction between the three individuals.",
+          "The man in the gray shirt turns his attention from the woman in the black outfit to the woman in the colorful jacket. The woman in the black outfit steps back slightly, allowing the man and the other woman to engage more closely. The man places his hand on the woman's shoulder, and she responds by looking up at him. The background remains consistent with the urban street setting, featuring various shops and signs.",
+          "The man in the gray shirt embraces the woman in the colorful jacket in a heartfelt hug. She leans into him, her face showing emotion, while he holds her tightly. After a moment, they separate slightly, but the man continues to hold her gently. The woman in the black outfit is no longer in the frame, suggesting she has stepped away. The car door remains open, and the background storefronts are still visible."
+        ],
+        "level_3": [
+          "The man in the gray shirt stands outside a car, facing two women. The woman in the black outfit gestures towards him, possibly explaining something, while the woman in the colorful jacket listens. The man appears to be listening intently, his expression serious. The background shows a busy street with storefronts, including a barbershop and a shop with a red circular sign. The camera is focused on the interaction between the three individuals, capturing their body language and facial expressions.",
+          "The man in the gray shirt turns his attention from the woman in the black outfit to the woman in the colorful jacket. The woman in the black outfit steps back slightly, allowing the man and the other woman to engage more closely. The man places his hand on the woman's shoulder, and she responds by looking up at him. The background remains consistent with the urban street setting, featuring various shops and signs. The camera angle shifts slightly to emphasize the growing connection between the man and the woman in the colorful jacket.",
+          "The man in the gray shirt embraces the woman in the colorful jacket in a heartfelt hug. She leans into him, her face showing emotion, while he holds her tightly. After a moment, they separate slightly, but the man continues to hold her gently. The woman in the black outfit is no longer in the frame, suggesting she has stepped away. The car door remains open, and the background storefronts are still visible. The camera captures the emotional intensity of the moment, focusing on the man and the woman in the colorful jacket.",
+          "The man in the gray shirt and the woman in the colorful jacket continue their embrace, their bodies close and their expressions conveying deep emotion. The man gently strokes her hair, offering comfort, while she rests her head on his shoulder. The car door remains open, and the background storefronts are still visible, providing context to the urban setting. The camera maintains a steady focus on the couple, highlighting the intimacy of their interaction.",
+          "The man in the gray shirt and the woman in the colorful jacket slowly separate from their embrace. The man looks down at her with a concerned expression, while she looks up at him, her face still showing emotion. The car door remains open, and the background storefronts are still visible. The camera captures the subtle shift in their interaction, emphasizing the emotional weight of the moment as they prepare to move forward."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_openhumanvid_caa2aee9b61501d66e346b858f008bf700fc70c3b04c2bdb440b9474109c1290",
+    "video_path": "videos/mem_openhumanvid_caa2aee9b61501d66e346b858f008bf700fc70c3b04c2bdb440b9474109c1290.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens in a dimly lit, vintage-style room with a large ornate mirror reflecting the scene. A woman with dark skin, wearing a long-sleeved, green and white vertically striped dress with a fitted waist, stands facing away from the camera. Her hair is styled in a neat bun. She is gently brushing the braided hair of a young girl seated in front of her. The reflection in the mirror shows the woman's focused expression as she tends to the child's hair. In the background, a man in period clothing sits on a chair, partially visible in the mirror's reflection. The lighting is soft and natural, streaming in from a window to the right, creating a serene and intimate atmosphere."
+        ],
+        "level_2": [
+          "The video begins with the woman in the green and white striped dress standing in front of a large, ornate mirror, brushing the braided hair of a young girl seated before her. The woman's dark skin and neatly styled bun are clearly visible, and her dress fits snugly at the waist. The reflection in the mirror reveals her focused expression and the braids of the child. As the scene progresses, the camera subtly shifts, revealing more of the room's vintage decor, including a table with various items and a man in period clothing sitting in the background, his reflection also visible in the mirror.",
+          "Continuing from the previous scene, the woman remains engaged in brushing the child's hair, her movements gentle and deliberate. The reflection in the mirror shows her turning slightly, offering a different angle of her face and the child's braids. The man in the background remains seated, his presence adding depth to the scene. The soft, natural light continues to illuminate the room, highlighting the intricate details of the woman's dress and the texture of the child's braids.",
+          "Finally, the woman completes brushing the child's hair, her attention fully on the task. The reflection in the mirror captures her final strokes and the serene expression on her face. The man in the background remains seated, his reflection still visible. The overall atmosphere remains calm and intimate, with the vintage room setting and soft lighting enhancing the sense of timelessness and care."
+        ],
+        "level_3": [
+          "The video opens with a woman in a green and white striped dress standing in front of a large, ornate mirror, brushing the braided hair of a young girl seated before her. The woman's dark skin and neatly styled bun are prominent, and her dress fits snugly at the waist. The reflection in the mirror shows her focused expression as she gently brushes the child's hair. The room is dimly lit with soft, natural light coming from a window to the right, creating a serene atmosphere. In the background, a man in period clothing is partially visible in the mirror's reflection, seated on a chair.",
+          "As the scene progresses, the woman continues to brush the child's hair, her movements deliberate and gentle. The camera subtly shifts, revealing more of the room's vintage decor, including a table with various items and the man in the background, whose reflection is now more visible. The woman's expression remains focused, and the intricate details of her dress and the texture of the child's braids are highlighted by the soft lighting.",
+          "The woman continues her task, occasionally turning slightly to get a better angle for brushing the child's hair. The reflection in the mirror shows her adjusting her position, maintaining her focus on the child. The man in the background remains seated, his presence adding depth to the scene. The soft, natural light continues to illuminate the room, emphasizing the intimate and caring nature of the moment.",
+          "The woman completes brushing the child's hair, her attention fully on the task. The reflection in the mirror captures her final strokes and the serene expression on her face. The man in the background remains seated, his reflection still visible. The overall atmosphere remains calm and intimate, with the vintage room setting and soft lighting enhancing the sense of timelessness and care.",
+          "In the final moments, the woman finishes brushing the child's hair, her movements gentle and deliberate. The reflection in the mirror shows her turning slightly, offering a different angle of her face and the child's braids. The man in the background remains seated, his reflection still visible. The soft, natural light continues to illuminate the room, creating a peaceful and tender conclusion to the scene."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_egoschema_0e38179170e72cbb4febb9643bea1d5d4fdae80e2d2fe4b2f672af8a0e22e819",
+    "video_path": "videos/mem_egoschema_0e38179170e72cbb4febb9643bea1d5d4fdae80e2d2fe4b2f672af8a0e22e819.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video begins with a person washing a black frying pan with a red interior in a kitchen sink. The pan has a black handle and is made of metallic material. The person uses a blue sponge to scrub the inside and outside of the pan while running water from the faucet. After thoroughly cleaning it, the person rinses the pan under the running water, ensuring all soap is removed. They then place the clean pan on the stovetop before walking to a cabinet to retrieve a yellow plate. The person opens the cabinet door, takes out the plate, and places it on the counter. Finally, they return to the sink area and wipe down the countertop with a blue cloth."
+        ],
+        "level_2": [
+          "The video starts with a person washing a black frying pan with a red interior in a kitchen sink. The pan is metallic with a black handle, and the person uses a blue sponge to scrub both the inside and outside while water runs from the faucet. The surrounding area includes a blue dish rack, green containers, and various cleaning supplies on the white countertop against a blue tiled backsplash. After cleaning, the person rinses the pan thoroughly under the running water.",
+          "Continuing from the previous scene, the person places the now-cleaned black frying pan with a red interior onto the stovetop. They then walk towards a white cabinet located near the microwave and open the door. Inside, they retrieve a yellow plate, which they place on the countertop next to the sink area.",
+          "Finally, the person returns to the sink area and wipes down the countertop using a blue cloth. The sink remains visible, along with the blue dish rack and cleaning supplies. The video concludes with the person tidying up the sink area after completing their tasks."
+        ],
+        "level_3": [
+          "The video opens with a first-person view of a person washing a black frying pan with a red interior in a stainless steel kitchen sink. The pan has a black handle and is metallic. The person uses a blue sponge to scrub the inside and outside of the pan while water flows from the faucet. The countertop around the sink is cluttered with a blue dish rack, green containers holding utensils, and various cleaning products like dish soap and sponges. The backsplash is made of blue tiles.",
+          "After scrubbing the pan, the person continues to rinse it thoroughly under the running water, ensuring all soap residue is washed away. Once clean, they lift the pan from the sink and place it on the stovetop nearby. The camera follows their movement as they walk toward a white cabinet located near the microwave, open the door, and retrieve a yellow plate from inside.",
+          "The person places the yellow plate on the countertop next to the sink. They then return to the sink area and use a blue cloth to wipe down the countertop, cleaning any remaining water or soap. The camera captures the organized yet busy kitchen environment, including the blue dish rack, green containers, and various items on the counter.",
+          "Next, the person moves to a different section of the kitchen, opening a lower cabinet beneath the microwave. Inside, they retrieve a clear glass lid and place it on top of a yellow bowl already on the counter. The camera pans slightly to show more of the kitchen, including a refrigerator and additional storage areas.",
+          "Finally, the person closes the cabinet door and walks back to the sink area. They pick up a blue sponge and begin wiping down the sink basin and surrounding countertop, ensuring everything is clean and tidy. The video ends with the person finishing up the cleanup, leaving the sink area neat and ready for the next use."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0",
+    "video_path": "videos/mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens in an opulent, 18th-century grand staircase adorned with intricate wrought-iron railings and ornate white plasterwork on the walls and ceiling. Three men dressed in period formal attire descend the sweeping staircase together. The man on the left wears a dark coat with light-colored breeches and white stockings, while the middle man dons a similar dark coat with a white cravat and light breeches. The man on the right also wears a dark coat and holds a small book or folder. All three have powdered wigs typical of the era. As they move closer to the camera, their faces and clothing details remain consistent, indicating no identity changes. The background features luxurious red carpeting on the stairs, elegant candelabras on side tables, and plush upholstered chairs with gold trim at the base of the staircase. The camera follows their descent, maintaining a steady focus on the trio as they navigate the grand space."
+        ],
+        "level_2": [
+          "The video begins with a wide shot of a grand, ornate staircase in an 18th-century setting. The staircase is decorated with elaborate wrought-iron railings and detailed white plasterwork on the walls and ceiling. A single figure in period attire descends the stairs, followed by two more individuals joining from a higher landing. The scene transitions to show three men descending together. The man on the left wears a dark coat with light breeches and white stockings, the middle man wears a dark coat with a white cravat and light breeches, and the man on the right wears a dark coat and holds a small book or folder. All three have powdered wigs. The camera pans slightly to follow their movement down the stairs. In the final part of this segment, the men continue their descent, approaching the camera with their faces and clothing details clearly visible against the backdrop of the luxurious interior, including red carpeting, candelabras, and upholstered chairs.",
+          "As the three men continue their descent down the grand staircase, the camera maintains a steady follow shot, capturing their movements in detail. The man on the left, wearing a dark coat with light breeches and white stockings, walks confidently alongside the middle man, who is dressed in a dark coat with a white cravat and light breeches. The man on the right, holding a small book or folder, matches their pace. The ornate wrought-iron railings and the intricate plasterwork on the walls and ceiling remain prominent in the background. The red carpeting on the stairs and the elegant candelabras and upholstered chairs at the base of the staircase are still visible, adding to the opulent atmosphere. The men's powdered wigs and formal attire are consistently detailed as they move closer to the camera.",
+          "In the final part of the video, the three men are now closer to the camera, continuing their descent down the grand staircase. The man on the left, with his dark coat, light breeches, and white stockings, leads slightly ahead, while the middle man, in his dark coat with a white cravat and light breeches, follows closely. The man on the right, holding a small book or folder, completes the trio. Their powdered wigs and formal attire remain consistent, and their faces are clearly visible as they approach. The ornate wrought-iron railings and the detailed plasterwork on the walls and ceiling continue to frame the scene, with the red carpeting, candelabras, and upholstered chairs at the base of the staircase providing a rich backdrop. The camera remains focused on the men, capturing their steady and deliberate movement down the stairs."
+        ],
+        "level_3": [
+          "The video opens with a wide shot of an opulent 18th-century grand staircase, featuring intricate wrought-iron railings and elaborate white plasterwork on the walls and ceiling. The red carpeting on the stairs adds a touch of luxury, and elegant candelabras and upholstered chairs with gold trim are visible at the base of the staircase. A single figure in period attire descends the stairs, followed by two more individuals joining from a higher landing, setting the stage for the main action.",
+          "Continuing from the previous scene, the three men dressed in period formal attire begin their descent down the grand staircase together. The man on the left wears a dark coat with light-colored breeches and white stockings, the middle man dons a similar dark coat with a white cravat and light breeches, and the man on the right wears a dark coat and holds a small book or folder. All three have powdered wigs typical of the era. The camera follows their movement, capturing the ornate details of the staircase and the luxurious surroundings.",
+          "As the men continue their descent, the camera maintains a steady follow shot, keeping them centered in the frame. The man on the left, with his dark coat, light breeches, and white stockings, walks confidently alongside the middle man, who is dressed in a dark coat with a white cravat and light breeches. The man on the right, holding a small book or folder, matches their pace. The ornate wrought-iron railings and the intricate plasterwork on the walls and ceiling remain prominent in the background, enhancing the grandeur of the setting.",
+          "The men are now closer to the camera, continuing their descent down the grand staircase. The man on the left leads slightly ahead, while the middle man follows closely, and the man on the right completes the trio. Their powdered wigs and formal attire are consistently detailed, and their faces are clearly visible as they move. The ornate wrought-iron railings and the detailed plasterwork on the walls and ceiling continue to frame the scene, with the red carpeting, candelabras, and upholstered chairs at the base of the staircase providing a rich backdrop.",
+          "In the final moments of the video, the three men are nearing the bottom of the grand staircase. The man on the left, with his dark coat, light breeches, and white stockings, leads the way, followed by the middle man in his dark coat with a white cravat and light breeches. The man on the right, holding a small book or folder, completes the trio. The camera remains focused on the men, capturing their steady and deliberate movement down the stairs, with the luxurious interior elements providing a consistent and opulent setting throughout."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_egoschema_8b37a20865353e27fbd48d32e33071f6d76850b31281b17436ff944873375ac2",
+    "video_path": "videos/mem_egoschema_8b37a20865353e27fbd48d32e33071f6d76850b31281b17436ff944873375ac2.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video follows a person in a kitchen as they prepare food, starting with them adding ingredients to a pan. A blue plastic container with a teal lid is used to store cooked food on the counter. The person then moves the container out of the frame, walks through the house, and eventually returns to the kitchen area. Afterward, the scene shifts to a bedroom where the person opens a washing machine, places clothes inside, and begins loading more garments from a pile on the floor."
+        ],
+        "level_2": [
+          "The video opens in a kitchen where a person is cooking, using a blue plastic container with a teal lid to store prepared food. They add spices to the pan and later pick up the container before leaving the kitchen. The next scene shows the person walking through a hallway into a bedroom, where they open a washing machine and begin placing clothes inside.",
+          "Continuing from the kitchen, the person carries the blue container with the teal lid out of the frame and walks through a hallway into a bedroom. In the bedroom, they approach a washing machine, open it, and start loading clothes from a pile on the floor.",
+          "In the final part of the video, the person is seen in the bedroom, actively loading various clothes into the washing machine. They sort through the pile of laundry, picking up different garments and placing them inside the machine until it is full."
+        ],
+        "level_3": [
+          "The video begins in a kitchen where a person is cooking a dish in a pan. They use a blue plastic container with a teal lid to store some of the prepared food. The person adds spices to the pan and then picks up the container, moving it out of the frame.",
+          "After leaving the kitchen, the person walks through a hallway and enters a bedroom. In the bedroom, they approach a washing machine, open its lid, and begin placing clothes inside from a pile on the floor.",
+          "The person continues to load the washing machine with various clothes, including shirts and other garments, sorting through the pile and placing each item inside the machine.",
+          "As the person loads more clothes into the washing machine, they organize the garments carefully, ensuring everything fits inside. The camera focuses on their hands as they handle the clothes.",
+          "Finally, the person finishes loading the washing machine with all the clothes from the pile and prepares to close the lid, completing the laundry task."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_egoschema_1147c89022886daf803c41c430dfe731eee63e74cbf95e8ea397989e5c7c1706",
+    "video_path": "videos/mem_egoschema_1147c89022886daf803c41c430dfe731eee63e74cbf95e8ea397989e5c7c1706.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video begins with a person in a blue sweater opening a freezer drawer to retrieve fresh vegetables, including a carrot and a sweet potato. The person then moves to the kitchen counter, where they place the vegetables and select a peeler from a drawer. They proceed to peel the carrot thoroughly, removing its skin in long strips, and gather the peels into a plastic bag. After finishing, they clean up by washing their hands and wiping the counter with a blue cloth."
+        ],
+        "level_2": [
+          "The video opens with a person in a blue sweater opening a freezer drawer, revealing various vegetables like carrots and sweet potatoes. They take out a carrot and an onion, placing them on the countertop. Next, they open a drawer to pick up a vegetable peeler. The scene transitions to the person standing at the counter, holding the carrot and beginning to peel it with the peeler.",
+          "In the middle of the video, the person continues peeling the carrot, carefully removing the skin in continuous strips. The peeled carrot is held in one hand while the other hand operates the peeler. The discarded peels accumulate on the counter as the person works methodically through the carrot.",
+          "The final part of the video shows the person finishing the peeling process, ensuring all the skin is removed. They gather the carrot peels into a plastic bag, clean up the counter, and wash their hands under running water. The video concludes with the person drying their hands with a blue cloth."
+        ],
+        "level_3": [
+          "The video starts with a person in a blue sweater opening a freezer drawer in a kitchen with tiled walls. Inside the drawer, there are various vegetables, including a carrot and a sweet potato. The person takes out the carrot and places it on the white countertop next to an onion.",
+          "Next, the person moves to a nearby drawer and selects a metal vegetable peeler. They return to the countertop, holding the carrot in one hand and the peeler in the other, preparing to begin the peeling process.",
+          "The person starts peeling the carrot, holding it firmly in their right hand and using the peeler in their left hand. As they peel, long strips of orange skin fall onto the counter. The onion and sweet potato remain on the counter as the person focuses on the carrot.",
+          "Continuing the peeling, the person ensures the entire surface of the carrot is free of skin. The pile of peels grows larger on the counter. Once the carrot is fully peeled, they set it down and gather the peels into a plastic bag.",
+          "Finally, the person cleans up the workspace by washing their hands under running water in the stainless steel sink. They dry their hands with a blue cloth and tidy up the counter, completing the task."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_dl3dv_5ae8bcd02acf6cd0b5f65b03d6adbfc55e48b32175bb430cabf2598a503b7f9b",
+    "video_path": "videos/mem_dl3dv_5ae8bcd02acf6cd0b5f65b03d6adbfc55e48b32175bb430cabf2598a503b7f9b.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, low-to-ground tracking shot moving forward across a lush green lawn toward a modern architectural complex. On the left, a curved metallic facade with reflective silver panels dominates the frame, featuring a prominent circular window near its center. The sky above is partly cloudy, and cloud reflections shimmer across the polished metallic surfaces. As the camera glides forward, it reveals a glass-paneled tower on the right with a distinct blue tint, its vertical structure mirroring the sky and surrounding environment. In the distant background to the far left, a red building peeks into view, contrasting with the cool metallic tones of the foreground structures. The camera continues its smooth, steady movement along the grassy expanse, maintaining the green lawn in the foreground while gradually revealing more of the interplay between the curved metallic structure and the glass tower. Reflective metallic panels on both buildings capture shifting light and reflections as the camera pans slightly rightward, emphasizing the curvature and sleekness of the architecture. The video concludes with the camera still moving forward, keeping the green lawn anchored at the bottom of the frame, the curved facade receding slightly to the left, and the glass tower rising prominently on the right — all under a bright sky with dynamic cloud reflections dancing across every surface."
+        ],
+        "level_2": [
+          "The video begins with a low-angle tracking shot advancing across a vibrant green lawn toward a futuristic building complex. On the left stands a curved metallic facade composed of highly reflective silver panels, punctuated by a circular window near its center. Cloud reflections ripple across the shiny surfaces as the camera moves forward. In the far-left background, a distant red building is partially visible, adding color contrast. The green lawn remains dominant in the foreground throughout this segment.",
+          "Continuing from the previous motion, the camera maintains its forward glide, now revealing more of the adjacent glass-paneled tower on the right. This tower features a pronounced blue tint and vertical glass panels that reflect the sky and nearby structures. The curved metallic facade on the left continues to dominate the left side of the frame, its reflective panels capturing shifting light. The green lawn persists in the foreground, anchoring the composition as the camera subtly pans right, aligning the two architectural elements within the same visual plane.",
+          "Finally, the camera proceeds forward with sustained momentum, now fully framing the juxtaposition of the curved metallic facade on the left and the tall glass-paneled tower with blue-tinted windows on the right. Cloud reflections animate both surfaces, creating a dynamic interplay of light and form. The green lawn stretches continuously in the foreground, leading the eye toward the architectural convergence. The distant red building remains faintly visible in the background, completing the scene’s spatial depth before the video ends with the camera still in motion."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle, forward-moving shot across a neatly trimmed green lawn. A curved metallic facade with reflective silver panels appears on the left, featuring a circular window near its center. Clouds are reflected on the glossy surface, and a distant red building is faintly visible on the far left. The sky is partly cloudy, casting soft shadows on the grass. As the camera advances smoothly, reflections of clouds glide across the metallic panels, enhancing the sense of motion and depth.",
+          "20-40%: Continuing forward, the camera maintains focus on the curved metallic facade while bringing the edge of a glass-paneled tower on the right into clearer view. The green lawn remains prominent in the foreground. The glass tower features a pronounced blue tint and vertical glass panels that reflect the sky and surrounding structures. The circular window on the curved facade remains visible, and the reflective metallic panels continue to mirror the moving clouds. The distant red building stays in the background, subtly anchoring the scene’s spatial context.",
+          "40-60%: The camera progresses further, widening the angle slightly to include more of the glass tower’s height. The curved metallic facade on the left curves inward, creating a sense of enclosure. The green lawn fills the lower third of the frame, and cloud reflections remain active on both building surfaces. The camera positions the glass-paneled tower more centrally on the right side of the frame, while the curved metallic facade recedes slightly but remains a strong visual element on the left. The circular window is still visible, and the reflective panels shimmer with cloud movements.",
+          "60-80%: The shot now emphasizes the architectural contrast between the curved metallic structure and the vertical glass tower. The camera subtly pans right, aligning both structures within a balanced composition. The green lawn stretches uninterrupted in the foreground, and cloud reflections animate the entire scene, creating a cohesive visual rhythm. The full verticality of the blue-tinted glass tower becomes apparent alongside the sweeping curve of the metallic facade. The reflective metallic panels continue to capture the sky’s changing patterns, and the distant red building reappears slightly as the perspective shifts.",
+          "80-100%: Finally, the camera continues moving forward, holding the dual-structure composition firmly in view. The curved metallic facade occupies the left third, while the glass tower dominates the right. Cloud reflections dance across both surfaces, and the green lawn remains consistently in the foreground. The distant red building is faintly visible in the background, completing the scene’s spatial depth. The video ends mid-motion, preserving the sense of ongoing exploration and architectural harmony."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle, forward-moving shot across a neatly trimmed green lawn. A curved metallic facade with reflective silver panels appears on the left, featuring a circular window near its center. Clouds are reflected on the glossy surface, and a distant red building is faintly visible on the far left. The sky is partly cloudy, casting soft shadows on the grass.",
+          "Part 2/8: Continuing forward, the camera maintains focus on the curved metallic facade while beginning to reveal the edge of a glass-paneled tower on the right. The green lawn remains prominent in the foreground. Reflections of clouds glide across the metallic panels as the camera advances smoothly, enhancing the sense of motion and depth.",
+          "Part 3/8: The camera progresses further, bringing the glass-paneled tower into clearer view. Its blue-tinted glass reflects the sky and surrounding structures. The circular window on the curved facade remains visible, and the reflective metallic panels continue to mirror the moving clouds. The distant red building stays in the background, subtly anchoring the scene’s spatial context.",
+          "Part 4/8: As the camera moves ahead, the angle widens slightly to include more of the glass tower’s height. The curved metallic facade on the left curves inward, creating a sense of enclosure. The green lawn fills the lower third of the frame, and cloud reflections remain active on both building surfaces, reinforcing the dynamic lighting conditions.",
+          "Part 5/8: The camera continues its steady forward motion, now positioning the glass-paneled tower more centrally on the right side of the frame. The curved metallic facade recedes slightly but remains a strong visual element on the left. The circular window is still visible, and the reflective panels shimmer with cloud movements. The distant red building is less prominent but still present.",
+          "Part 6/8: The shot now emphasizes the architectural contrast between the curved metallic structure and the vertical glass tower. The camera subtly pans right, aligning both structures within a balanced composition. The green lawn stretches uninterrupted in the foreground, and cloud reflections animate the entire scene, creating a cohesive visual rhythm.",
+          "Part 7/8: The camera maintains its forward trajectory, now showing the full verticality of the blue-tinted glass tower alongside the sweeping curve of the metallic facade. The reflective metallic panels continue to capture the sky’s changing patterns. The green lawn anchors the bottom of the frame, and the distant red building reappears slightly as the perspective shifts.",
+          "Part 8/8: Finally, the camera continues moving forward, holding the dual-structure composition firmly in view. The curved metallic facade occupies the left third, while the glass tower dominates the right. Cloud reflections dance across both surfaces, and the green lawn remains consistently in the foreground. The video ends mid-motion, preserving the sense of ongoing exploration and architectural harmony."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_openhumanvid_44d6e3ece41c19334478d27f8e5427e1aab2ccac195026cc492ea47bf6b0cec2",
+    "video_path": "videos/mem_openhumanvid_44d6e3ece41c19334478d27f8e5427e1aab2ccac195026cc492ea47bf6b0cec2.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens with a close-up of Captain Jack Sparrow, showcasing his iconic look: long, dreadlocked blonde hair adorned with beads and trinkets, a brown bandana tied around his forehead, a dark eye patch over his right eye, and a mustache and goatee. He wears layered necklaces with various pendants and a tattered brown pirate coat. As the camera slowly pulls back, Jack turns slightly to his right and begins walking towards the ship's wheel on a wooden deck filled with ropes and rigging. The background reveals other pirates in period attire, some holding weapons, while the ship's mast and sails are visible under a cloudy sky."
+        ],
+        "level_2": [
+          "The video begins with a tight close-up of Captain Jack Sparrow, highlighting his distinctive features: long, dreadlocked blonde hair decorated with beads and trinkets, a brown bandana on his forehead, a dark eye patch over his right eye, and a mustache and goatee. He is dressed in a tattered brown pirate coat and layered necklaces. The camera then starts to pull back as Jack turns slightly to his right and begins walking forward on the wooden deck of a ship. Other pirates in period clothing can be seen in the background, some armed, while the ship's mast and rigging are visible.",
+          "Continuing from the previous scene, Captain Jack Sparrow moves further onto the ship's deck, approaching the large wooden steering wheel. His long dreadlocks sway as he walks, and his layered necklaces catch the light. The camera follows him, revealing more of the bustling ship environment, including other pirates actively moving around and handling ropes. The ship's intricate rigging and masts dominate the background, set against a cloudy sky.",
+          "Finally, the camera pans upward and outward, capturing a wider view of the ship's deck. Captain Jack Sparrow is now positioned near the center, surrounded by his crew who are engaged in various activities such as climbing the rigging and preparing for action. The ship's sails are partially unfurled, and the atmosphere is tense, suggesting an impending adventure or battle. The detailed wooden structure of the ship and the dynamic movements of the crew emphasize the high-stakes setting."
+        ],
+        "level_3": [
+          "The video opens with an intense close-up of Captain Jack Sparrow, focusing on his unique appearance: long, dreadlocked blonde hair embellished with beads and trinkets, a brown bandana wrapped around his forehead, a dark eye patch covering his right eye, and a well-groomed mustache and goatee. He is adorned with multiple layered necklaces featuring various pendants and wears a tattered brown pirate coat. The background hints at a ship's deck with blurred figures of other pirates.",
+          "As the camera begins to pull back, Captain Jack Sparrow turns slightly to his right and starts walking forward across the wooden deck. His dreadlocks flow behind him, and his layered necklaces glint in the light. The surrounding area becomes clearer, revealing other pirates in period attire, some holding weapons, and the ship's intricate rigging and masts in the background.",
+          "Captain Jack Sparrow continues his movement toward the ship's large wooden steering wheel, which dominates the foreground. The camera follows him closely, capturing the details of his tattered coat and the way his dreadlocks sway with each step. The bustling activity of the crew around him becomes more apparent, with some pirates climbing the rigging and others preparing for action.",
+          "The camera angle shifts upward, providing a broader view of the ship's deck. Captain Jack Sparrow is now positioned near the center, with his crew actively engaged in various tasks. Some pirates are climbing the masts, while others handle ropes and prepare for an imminent event. The ship's sails are partially unfurled, and the cloudy sky above adds to the dramatic atmosphere.",
+          "The final segment showcases a wide shot of the ship's deck, with Captain Jack Sparrow standing prominently near the steering wheel. The crew is scattered across the deck, each member focused on their role, contributing to the sense of urgency and anticipation. The ship's intricate rigging and masts are fully visible, and the overall scene conveys a high-stakes maritime adventure."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_egoschema_6b375c3c386cde79052b877b17ce0428d834d0753a8e94bbe737698ea4d1a73c",
+    "video_path": "videos/mem_egoschema_6b375c3c386cde79052b877b17ce0428d834d0753a8e94bbe737698ea4d1a73c.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video follows a person in a kitchen as they handle a freshly baked rectangular pizza. The pizza, with a golden-brown cheese topping and visible pepperoni and sausage pieces, is removed from an oven on a metal baking tray. The person places it on a cooling rack, allows it to cool slightly, and then proceeds to cut it into even slices using a knife, creating a grid pattern. Throughout the process, the camera captures various dynamic angles, focusing on the pizza and the person's actions."
+        ],
+        "level_2": [
+          "The video begins with a person retrieving a freshly baked rectangular pizza from an oven. The pizza, topped with melted cheese and visible pepperoni and sausage, is placed on a metal baking tray. The person moves the tray to a cooling rack, allowing the pizza to rest for a moment. The scene transitions as the person prepares to cut the pizza, setting the stage for the next phase of the process.",
+          "In the middle section, the person starts cutting the rectangular pizza into even slices. Using a knife, they create a grid pattern across the surface of the pizza, ensuring each slice is uniform. The camera captures close-up views of the cutting process, highlighting the texture of the cheese and toppings. The person works methodically, dividing the pizza into multiple portions.",
+          "The final part of the video shows the person continuing to cut the pizza, completing the division into individual slices. The camera focuses on the precise movements of the knife as it slices through the cheese-topped pizza. Once all slices are cut, the person makes final adjustments to ensure each piece is perfectly portioned, ready for serving."
+        ],
+        "level_3": [
+          "The video opens with a person in a kitchen, wearing a white shirt, retrieving a freshly baked rectangular pizza from an oven. The pizza, topped with melted cheese and visible pepperoni and sausage, is placed on a metal baking tray. The person moves the tray to a cooling rack, allowing the pizza to rest for a moment. The camera captures various dynamic angles, focusing on the pizza and the person's actions.",
+          "Continuing from the previous scene, the person begins to cut the rectangular pizza into even slices. Using a knife, they create a grid pattern across the surface of the pizza, ensuring each slice is uniform. The camera captures close-up views of the cutting process, highlighting the texture of the cheese and toppings. The person works methodically, dividing the pizza into multiple portions.",
+          "The person continues to cut the pizza, making precise movements with the knife to ensure each slice is perfectly portioned. The camera focuses on the detailed actions, showing the texture of the cheese and the even distribution of toppings. The person works efficiently, completing the division of the pizza into individual slices.",
+          "As the cutting process nears completion, the person makes final adjustments to the slices, ensuring each piece is evenly sized and ready for serving. The camera captures the final touches, showing the neatly arranged slices on the metal baking tray. The person steps back, presenting the fully prepared pizza.",
+          "Finally, the person makes any last-minute adjustments to the sliced pizza, ensuring each piece is perfectly portioned and ready for serving. The camera focuses on the completed pizza, showcasing the even grid pattern and the appealing appearance of the cheese-topped slices. The person stands by, ready to serve the freshly cut pizza."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_openhumanvid_45633dd44b52667f482c9693f9160021a4a837b55a4b940563d9aeacec01cf15",
+    "video_path": "videos/mem_openhumanvid_45633dd44b52667f482c9693f9160021a4a837b55a4b940563d9aeacec01cf15.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In a snowy outdoor setting, three women embrace warmly in front of a building with a staircase and informational posters. The woman on the left has long black hair, wears a black fur hat with snowflakes, and a black and white fur coat over a dark dress. The woman in the middle has short dark hair under a wide-brimmed dark blue hat, a light-colored coat, a grey scarf, and black gloves. The woman on the right has a short dark bob hairstyle, wears a beige trench coat with a belt, and black gloves. Snow gently falls as they hold each other closely, occasionally shifting positions but maintaining their identities and spatial relationships throughout the scene."
+        ],
+        "level_2": [
+          "The video begins with the three women standing close together in a snowy environment. The woman on the left, with long black hair, wears a black fur hat and a striking black and white fur coat. The woman in the middle, sporting short dark hair under a dark blue hat, is dressed in a light coat, grey scarf, and black gloves. The woman on the right, with a short dark bob, wears a beige trench coat and black gloves. They begin to embrace, with the woman on the left leaning into the center and the woman on the right wrapping her arms around both. As they move, their positions shift slightly, but their distinct clothing and features remain clear.",
+          "Continuing from the previous scene, the women maintain their embrace, with the woman on the left now more prominently visible in her black and white fur coat. The woman in the middle, wearing the dark blue hat and grey scarf, adjusts her stance slightly while still being embraced by the other two. The woman on the right, in her beige trench coat, keeps her arms wrapped around the group. The snowy backdrop and the building with stairs remain consistent, providing a stable spatial reference.",
+          "Finally, the women continue their warm embrace, with subtle movements that highlight their individuality despite the closeness. The woman on the left, with her distinctive fur coat, remains a focal point, while the woman in the middle, with her dark blue hat and grey scarf, shifts slightly to accommodate the movement. The woman on the right, in her beige trench coat, maintains her position, ensuring all three remain connected. The gentle snowfall and the background elements provide a serene and continuous setting."
+        ],
+        "level_3": [
+          "The video opens with the three women standing close together in a snowy outdoor setting. The woman on the left, with long black hair, wears a black fur hat and a black and white fur coat. The woman in the middle, with short dark hair under a dark blue hat, is dressed in a light coat, grey scarf, and black gloves. The woman on the right, with a short dark bob, wears a beige trench coat and black gloves. They are positioned in front of a building with a staircase and informational posters, with snow gently falling around them.",
+          "As the scene progresses, the women begin to embrace, with the woman on the left leaning into the center and the woman on the right wrapping her arms around both. The woman in the middle adjusts her stance slightly, accommodating the movement while maintaining her distinct appearance with the dark blue hat and grey scarf. The snowy environment and the building in the background remain consistent, providing a stable spatial context.",
+          "The embrace continues, with the women shifting positions slightly. The woman on the left, in her black and white fur coat, becomes more prominent as she leans further into the group. The woman in the middle, with her dark blue hat and grey scarf, adjusts her posture, while the woman on the right, in her beige trench coat, keeps her arms wrapped around the group. The gentle snowfall and the building with stairs remain visible, enhancing the serene atmosphere.",
+          "The women maintain their close embrace, with subtle movements that highlight their individuality. The woman on the left, with her distinctive fur coat, remains a focal point, while the woman in the middle, with her dark blue hat and grey scarf, shifts slightly to accommodate the movement. The woman on the right, in her beige trench coat, ensures all three remain connected, with the snowy backdrop and the building providing a continuous and stable setting.",
+          "In the final moments, the women continue their warm embrace, with slight adjustments in their positions. The woman on the left, with her black and white fur coat, remains a central figure, while the woman in the middle, with her dark blue hat and grey scarf, shifts slightly. The woman on the right, in her beige trench coat, maintains her position, ensuring the group remains connected. The gentle snowfall and the building with stairs provide a serene and continuous backdrop, concluding the scene with a sense of warmth and connection."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5",
+    "video_path": "videos/mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In a dimly lit office with wooden paneling and a large map on the wall, two men are present. Man A, wearing a dark blue button-up jacket with visible buttons and sporting short dark hair and a mustache, is initially seated at a desk with a green lamp and papers. Man B, dressed in a brown three-piece suit (jacket, vest, trousers), white shirt, and a striped blue/purple tie, stands beside him. The camera follows as Man A rises from his chair and they both turn to face a window with intricate lattice designs. As they walk toward the window, Man A adjusts his collar while Man B looks out thoughtfully. The background includes a wooden chair, a filing cabinet, and soft lighting from table lamps."
+        ],
+        "level_2": [
+          "The video opens in a formal office setting where Man A, in a dark blue jacket and mustache, is seated at a desk with a green lamp and papers. Man B, in a brown three-piece suit and striped tie, stands nearby. Man A gestures slightly before standing up and turning to face the window. The camera pans to follow their movement as they walk together toward the window, which has decorative lattice panels. Man A adjusts his collar while Man B looks out pensively. The room features wooden paneling, a large map on the wall, and soft lighting from table lamps.",
+          "Continuing from the previous scene, Man A and Man B are now standing side by side near the window. Man A, still in his dark blue jacket, adjusts his collar while looking out the window. Man B, in his brown suit, also gazes outward, appearing contemplative. The camera remains steady, capturing their expressions and the intricate details of the window's lattice design. The background includes a brick column and additional table lamps, maintaining the formal atmosphere of the office.",
+          "Finally, the two men remain by the window, continuing their silent observation. Man A, with his dark blue jacket and mustache, keeps his hand near his collar, occasionally glancing around. Man B, in his brown suit and striped tie, maintains a thoughtful expression, looking out the window. The camera subtly shifts to highlight their profiles against the backdrop of the lattice windows and soft lighting, emphasizing their composed demeanor and the continuity of their interaction."
+        ],
+        "level_3": [
+          "The video begins with Man A, wearing a dark blue button-up jacket and sporting a mustache, seated at a desk in a dimly lit office. A green lamp and papers are on the desk, and a large map hangs on the wall behind him. Man B, dressed in a brown three-piece suit with a striped tie, stands beside him. The camera captures their initial positioning, focusing on the formal setting with wooden paneling and a filing cabinet in the background.",
+          "Man A rises from his chair and turns to face Man B, who remains standing. The camera follows their movement as they begin to walk toward the window. The office environment is detailed with a wooden chair, a green lamp, and soft lighting from table lamps. The transition sets the stage for their shift in focus from the desk to the window.",
+          "As they approach the window, the camera pans to capture their profiles. Man A, in his dark blue jacket, adjusts his collar while looking out the window with a thoughtful expression. Man B, in his brown suit, stands beside him, also gazing outward. The intricate lattice design of the window and the brick column outside become prominent in the frame, adding depth to the scene.",
+          "The camera continues to follow Man A and Man B as they stand by the window. Man A maintains his posture, occasionally adjusting his collar, while Man B looks out pensively. The background includes additional table lamps and the lattice windows, reinforcing the formal and contemplative atmosphere of the office.",
+          "In the final segment, the two men remain by the window, their expressions reflecting a sense of contemplation. Man A, with his dark blue jacket and mustache, keeps his hand near his collar, while Man B, in his brown suit, continues to look out thoughtfully. The camera subtly shifts to emphasize their profiles against the backdrop of the lattice windows and soft lighting, concluding the scene with a sense of quiet reflection."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_dl3dv_79a83bafedafbc6b5985d320fd21c78cd4d946d1b35fe62d5e4e4d9cf8ce8167",
+    "video_path": "videos/mem_dl3dv_79a83bafedafbc6b5985d320fd21c78cd4d946d1b35fe62d5e4e4d9cf8ce8167.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of a serene lakeside scene, featuring a wooden walkway leading to a hexagonal pavilion with a traditional East Asian-style roof adorned with decorative eaves. The walkway is flanked by tall reeds and calm water on both sides, with lush green trees partially framing the shot. In the background, a distant city skyline with modern high-rise buildings is visible under a clear blue sky. The camera slowly moves forward along the wooden walkway, passing beneath the pavilion’s entrance arch, revealing its intricate roof structure supported by thick wooden pillars. As the camera enters the pavilion, it pans upward to showcase the geometric ceiling beams and ornamental trim, then sweeps across the interior, highlighting several simple metal benches arranged around the perimeter. The wooden railings on both sides of the walkway remain consistently visible throughout. Continuing from inside the pavilion, the camera rotates to capture the panoramic view through the open sides — the city skyline framed by the railings, the shimmering lake surface, and surrounding vegetation. The camera then tilts down to show the clean wooden planks of the floor before panning back toward the entrance, exiting the pavilion while maintaining focus on the symmetry of the walkway and the natural scenery. Finally, the camera pulls back slightly as it reaches the end of the walkway, offering one last sweeping view of the entire structure nestled between nature and urban backdrop, emphasizing the peaceful contrast between the tranquil pavilion and the bustling city beyond."
+        ],
+        "level_2": [
+          "The video begins with a slow forward tracking shot along a wooden walkway that leads to a hexagonal pavilion. Tall reeds and calm water flank both sides of the path, while in the distance, a modern city skyline rises above the treeline under a bright blue sky. The camera approaches the pavilion’s entrance, where decorative eaves and sturdy wooden railings frame the view. As the camera enters, it reveals the pavilion’s roof structure — a layered, geometric design with ornamental trim — and pans across the interior, showing empty metal benches placed along the perimeter. The wooden floorboards are clearly visible, and the railings continue seamlessly from the walkway into the pavilion space.",
+          "Continuing from inside the pavilion, the camera pans upward to emphasize the architectural details of the roof, then rotates horizontally to offer a 360-degree view of the surroundings. Through the open sides of the pavilion, the distant city skyline is clearly visible, framed by the wooden railings and lush greenery. The camera tilts down to highlight the polished wooden flooring and the arrangement of benches, then begins to move backward toward the entrance, capturing the symmetry of the walkway and the reflection of sunlight on the water. The reeds sway gently in the breeze, adding movement to the tranquil scene.",
+          "Finally, the camera exits the pavilion and continues moving backward along the wooden walkway, pulling away from the structure to reveal its full context within the landscape. The hexagonal pavilion remains centered in the frame, surrounded by reeds and water, with the city skyline forming a contrasting backdrop. The wooden railings on both sides of the walkway guide the viewer’s eye toward the horizon. The video ends with a wide, static shot that encapsulates the harmony between natural serenity and urban development, leaving the viewer with a sense of peaceful coexistence."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a wide shot of a wooden walkway extending toward a hexagonal pavilion, flanked by tall reeds and calm water. In the background, a distant city skyline with high-rise buildings is visible under a clear blue sky. The camera begins a slow forward movement along the walkway, passing beneath leafy tree branches on the left, and continues approaching the entrance of the pavilion where decorative eaves and sturdy wooden railings become more prominent.",
+          "20-40%: The camera enters the pavilion, revealing its interior: the roof structure with layered beams and ornamental trim is showcased as the camera tilts upward; wooden support pillars frame the view, and metal benches are visible along the inner perimeter. The wooden floor planks appear smooth and well-maintained. The camera then pans slowly to the right, capturing the arrangement of benches and the open views through the railings, with the distant city skyline framed by wooden railings and surrounding greenery.",
+          "40-60%: Inside the pavilion, the camera continues its circular pan, now facing the opposite side, revealing more of the lake and dense reeds bordering the water. The wooden railings remain consistent in design, and the hexagonal shape is emphasized by the symmetrical layout of benches and pillars. Sunlight filters through the roof structure, casting soft shadows on the floor. The camera then tilts downward to focus on the wooden floor before beginning to move backward toward the entrance.",
+          "60-80%: As the camera retreats from the interior, the benches and railings recede into view, maintaining the perspective of the pavilion’s depth and spatial layout; reeds and water on either side come back into frame. Exiting the pavilion, the camera continues to pull back along the wooden walkway, now viewing the hexagonal roof and decorative eaves from behind, with the city skyline once again becoming the dominant background element. The wooden railings guide the eye back toward the starting point of the walkway.",
+          "80-100%: The video concludes with a final wide shot as the camera stops at the end of the walkway; the entire pavilion is centered in the frame, surrounded by natural elements—reeds, water, and trees—and juxtaposed against the distant city skyline. The scene captures the quiet beauty of the structure nestled between nature and urban life, ending on a note of serene balance, with the wooden railings guiding the viewer’s eye toward the horizon and emphasizing the harmony between tranquility and development."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a wide shot of a wooden walkway extending toward a hexagonal pavilion, flanked by tall reeds and calm water. In the background, a distant city skyline with high-rise buildings is visible under a clear blue sky. The camera begins a slow forward movement along the walkway, passing beneath leafy tree branches on the left.",
+          "Part 2/8: Continuing forward, the camera approaches the entrance of the pavilion. The decorative eaves of the hexagonal roof become more prominent, and the wooden railings on both sides of the walkway are clearly defined. Reeds sway gently beside the water, and the city skyline remains visible through gaps in the foliage.",
+          "Part 3/8: The camera enters the pavilion, revealing its interior. The roof structure — with layered beams and ornamental trim — is showcased as the camera tilts upward. Wooden support pillars frame the view, and metal benches are visible along the inner perimeter. The wooden floor planks appear smooth and well-maintained.",
+          "Part 4/8: Inside the pavilion, the camera pans slowly to the right, capturing the arrangement of benches and the open views through the railings. The distant city skyline is framed by the wooden railings and surrounding greenery. Sunlight filters through the roof structure, casting soft shadows on the floor.",
+          "Part 5/8: The camera continues its circular pan, now facing the opposite side of the pavilion. The view reveals more of the lake and the dense reeds bordering the water. The wooden railings remain consistent in design, and the hexagonal shape of the pavilion is emphasized by the symmetrical layout of the benches and pillars.",
+          "Part 6/8: The camera tilts downward to focus on the wooden floor, then begins to move backward toward the entrance. The benches and railings recede into view as the camera retreats, maintaining the perspective of the pavilion’s depth and spatial layout. The reeds and water on either side come back into frame.",
+          "Part 7/8: Exiting the pavilion, the camera continues to pull back along the wooden walkway. The hexagonal roof and decorative eaves are now seen from behind, with the city skyline once again becoming the dominant background element. The wooden railings guide the eye back toward the starting point of the walkway.",
+          "Part 8/8: The video concludes with a final wide shot as the camera stops at the end of the walkway. The entire pavilion is centered in the frame, surrounded by natural elements and juxtaposed against the distant city skyline. The scene captures the quiet beauty of the structure nestled between nature and urban life, ending on a note of serene balance."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_dl3dv_bde60503f811435bd7d0eb9034ea71c30ed56055a881f426fec7b53e07d5bd2b",
+    "video_path": "videos/mem_dl3dv_bde60503f811435bd7d0eb9034ea71c30ed56055a881f426fec7b53e07d5bd2b.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a forward-moving shot along a wooden walkway flanked by grassy slopes and scattered fallen leaves, leading toward a set of wide wooden stairs ascending between tree-lined banks. The camera smoothly approaches the base of the stairs, revealing metal railings on both sides and scattered yellow leaves across the treads. As the camera climbs the stairs, it reveals a paved brick area at the top platform, bordered by black metal railings and framed by tall trees. At the center of this platform stands a circular sculpture mounted on a pedestal, visible through the tree trunks. Continuing from the top, the camera pans slightly to show the sculpture more clearly, then turns around to retrace its path down the stairs, passing again the wooden walkway and grassy slopes. The video ends with a final view looking back up the stairs, capturing the full sequence: the tree-lined path, the wooden stairs with fallen leaves, the circular sculpture at the top platform, the paved brick area, and the black metal railings surrounding the viewing space — all under an overcast sky that casts soft, diffused light across the scene."
+        ],
+        "level_2": [
+          "The video begins with a steady forward movement along a wooden walkway flanked by grassy slopes, leading directly toward a broad set of wooden stairs. The stairs are lined with metal railings on both sides and covered in scattered fallen leaves. Trees frame both sides of the path, creating a natural corridor. The camera ascends the stairs slowly, capturing the texture of the wood and the accumulation of leaves on each tread, while the overcast sky provides even, muted lighting.",
+          "Continuing from the top of the stairs, the camera enters a paved brick area enclosed by black metal railings. In the center of this elevated platform stands a circular sculpture mounted on a pedestal, partially obscured by tree trunks. The camera pans slightly to center the sculpture in view, highlighting its metallic surface and abstract form against the backdrop of green foliage and gray sky. Surrounding trees sway gently, and fallen leaves litter the edges of the platform and pathway.",
+          "Finally, the camera reverses direction, descending the wooden stairs once more, passing the same railings and leaf-strewn steps as before. It continues onto the wooden walkway flanked by grassy slopes, offering a backward perspective of the entire ascent. The video concludes with a rear-facing view of the stairs, reinforcing the spatial relationship between the paved pathway leading to stairs, the tree-lined path, the circular sculpture at the top platform, and the black metal railings that define the space — all captured in continuous motion under consistent overcast conditions."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a forward-moving shot along a straight wooden walkway bordered by grassy slopes on both sides. Fallen leaves scatter lightly across the planks. In the distance, a set of wide wooden stairs rises between tree-lined embankments under an overcast sky. The camera advances closer to the base of the wooden stairs, revealing metal railings on both sides. The stairs are constructed of dark brown composite material, with scattered yellow and brown leaves resting on the treads. Tree trunks flank the entrance, framing the ascent.",
+          "20-40%: The camera begins climbing the stairs, moving steadily upward. Each step is visible, with leaves accumulating in corners and along edges. The black metal railings remain prominent on either side, and the overcast sky is visible above through gaps in the canopy. Reaching the top landing, the camera transitions onto a paved brick area surrounded by black metal railings. A circular sculpture mounted on a low pedestal comes into view, centered within the platform and partially framed by tree trunks. The ground is clean but shows signs of seasonal leaf fall.",
+          "40-60%: The camera pans slightly to the right, bringing the circular sculpture fully into focus. Its metallic, ring-like structure contrasts with the surrounding greenery. Behind it, the open landscape stretches into the distance, with trees and a faint horizon visible under the gray sky. The camera then begins to turn around, pivoting to face back down the stairs. The paved brick area remains in view momentarily, with the sculpture now behind the camera. The black metal railings guide the eye downward as the descent begins.",
+          "60-80%: Descending the wooden stairs, the camera retraces its earlier path. Leaves are still visible on the treads, and the metal railings on both sides frame the descent. The tree-lined path below becomes clearer as the camera lowers in elevation. The camera reaches the bottom of the stairs and continues onto the wooden walkway flanked by grassy slopes, maintaining backward motion.",
+          "80-100%: The camera moves backward slightly, offering a final wide-angle view of the entire sequence: the stairs, the circular sculpture atop the platform, the paved brick area, and the black metal railings — all under the same soft, overcast lighting. This concluding perspective reinforces the spatial relationship between the wooden walkway, grassy slopes, leaf-strewn stairs, elevated platform, and central sculpture, captured in continuous motion."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a forward-moving shot along a straight wooden walkway bordered by grassy slopes on both sides. Fallen leaves scatter lightly across the planks. In the distance, a set of wide wooden stairs rises between tree-lined embankments under an overcast sky.",
+          "Part 2/8: The camera advances closer to the base of the wooden stairs, revealing metal railings on both sides. The stairs are constructed of dark brown composite material, with scattered yellow and brown leaves resting on the treads. Tree trunks flank the entrance, framing the ascent.",
+          "Part 3/8: The camera begins climbing the stairs, moving steadily upward. Each step is visible, with leaves accumulating in corners and along edges. The black metal railings remain prominent on either side, and the overcast sky is visible above through gaps in the canopy.",
+          "Part 4/8: Reaching the top landing, the camera transitions onto a paved brick area surrounded by black metal railings. A circular sculpture mounted on a low pedestal comes into view, centered within the platform and partially framed by tree trunks. The ground is clean but shows signs of seasonal leaf fall.",
+          "Part 5/8: The camera pans slightly to the right, bringing the circular sculpture fully into focus. Its metallic, ring-like structure contrasts with the surrounding greenery. Behind it, the open landscape stretches into the distance, with trees and a faint horizon visible under the gray sky.",
+          "Part 6/8: The camera begins to turn around, pivoting to face back down the stairs. The paved brick area remains in view momentarily, with the sculpture now behind the camera. The black metal railings guide the eye downward as the descent begins.",
+          "Part 7/8: Descending the wooden stairs, the camera retraces its earlier path. Leaves are still visible on the treads, and the metal railings on both sides frame the descent. The tree-lined path below becomes clearer as the camera lowers in elevation.",
+          "Part 8/8: The camera reaches the bottom of the stairs and continues onto the wooden walkway flanked by grassy slopes. It moves backward slightly, offering a final wide-angle view of the entire sequence: the stairs, the circular sculpture atop the platform, the paved brick area, and the black metal railings — all under the same soft, overcast lighting."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_dl3dv_74fba366266060f0b0b4cde61062cfc2c088a4adb4cc3d8c871995a8c71619ee",
+    "video_path": "videos/mem_dl3dv_74fba366266060f0b0b4cde61062cfc2c088a4adb4cc3d8c871995a8c71619ee.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a low-angle shot of a white laundry basket with a floral pattern, perched atop a white metal drying rack in the center of a cozy living room. The basket is overflowing with pillows, including one with bold circular patterns in shades of orange, purple, and beige. The camera slowly rotates clockwise around the basket, revealing a beige leather sofa to the right, draped with a light-colored blanket. In the background, a black TV stand holds a large flat-screen TV displaying the words 'Upper East Side' over an image of a city skyline. The wall behind the TV and extending to the left is decorated with numerous framed pictures of varying sizes and subjects. As the camera continues its orbit, it tilts slightly upward, emphasizing the height of the drying rack and the precarious pile of pillows. The lighting is warm and ambient, coming from a floor lamp near the sofa and natural light filtering through sheer curtains on a window visible in the background. Continuing from the rotation, the camera moves closer to the basket, capturing the texture of the floral fabric and the geometric design of the circular-patterned pillow. The beige sofa remains consistently in frame, anchoring the scene. The TV screen’s content shifts slightly as the camera circles, maintaining visibility of the 'Upper East Side' text. The framed pictures on the wall are clearly visible at multiple angles, showcasing a curated gallery wall. Finally, the camera completes its full 360-degree rotation, returning to a position similar to the start but now from a slightly different elevation, offering a fresh perspective of the entire arrangement: the laundry basket centerpiece, the surrounding furniture, the active TV screen, and the art-filled walls. The motion is smooth and continuous, creating a hypnotic loop that highlights the domestic stillness and the quirky composition of household objects."
+        ],
+        "level_2": [
+          "The video starts with a low-angle view centered on a white laundry basket with a decorative floral pattern, balanced on a white metal drying rack. Inside the basket are several pillows, most notably one with large circular patterns in orange, purple, and beige. The camera begins a slow clockwise rotation. To the right, a beige leather sofa is visible, partially covered by a folded blanket. Behind the basket, a black TV stand supports a large television showing the title 'Upper East Side' over a cityscape. The adjacent wall features a collection of framed pictures arranged in a grid-like fashion. The lighting is soft and warm, enhancing the lived-in feel of the space.",
+          "Continuing from the initial rotation, the camera moves steadily around the laundry basket, now offering a side profile of the beige leather sofa and a clearer view of the TV screen’s content. The circular-patterned pillow becomes more prominent as the camera angle changes. The framed pictures on the wall remain visible throughout, their varied frames and subjects contributing to the room’s personal aesthetic. The camera tilts slightly upward, drawing attention to the height of the drying rack and the stacked pillows. The natural light from the window and the glow of the floor lamp combine to create a balanced illumination across the scene.",
+          "Finally, the camera completes its 360-degree orbit around the laundry basket setup. It returns to a position mirroring the opening shot but from a subtly adjusted angle, providing a refreshed view of the entire living room. The TV still displays 'Upper East Side', the beige sofa retains its blanket, and the wall of framed pictures remains a constant backdrop. The circular-patterned pillow and floral laundry basket continue to dominate the foreground. The movement is fluid and deliberate, emphasizing the spatial relationship between all elements — furniture, decor, and media — while maintaining visual continuity from start to finish."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle shot focused on a white laundry basket adorned with a colorful floral pattern, resting on a white metal drying rack. The basket contains multiple pillows, including one with large, overlapping circular designs in earthy tones (orange, purple, beige). To the right, a beige leather sofa is partially visible, with a light blanket draped over its arm. In the background, a black TV stand supports a television screen displaying the text 'Upper East Side' over a city image. The wall behind the TV is lined with framed pictures of various sizes. The camera begins a slow clockwise rotation, bringing the beige leather sofa more fully into view, revealing its curved shape and plush cushions, while natural light filters in from a window with sheer curtains.",
+          "20-40%: Continuing the rotation, the camera angle shifts to highlight the side of the circular-patterned pillow, emphasizing its vibrant colors and geometric design. The white laundry basket’s floral pattern is now seen from a new perspective. The black TV stand and the displayed text remain visible, though slightly angled. The framed pictures on the wall appear in a diagonal line due to the camera’s motion, adding depth to the scene. The camera tilts slightly upward, bringing the top of the drying rack and the piled pillows into sharper focus. The beige sofa is now seen from behind, with its backrest and armrests framing part of the shot, and ambient lighting from the floor lamp enhances the texture of the sofa and rug.",
+          "40-60%: Midway through the rotation, the camera offers a frontal view of the laundry basket, now centered again but from a slightly elevated angle. The circular-patterned pillow dominates the foreground, its bold design contrasting with the delicate floral pattern of the basket. The beige sofa is visible to the left, and the black TV stand anchors the background. The framed pictures form a vertical array along the wall, each frame distinct yet harmonious. As the rotation progresses, the camera captures the rear of the drying rack and the underside of the laundry basket, revealing its plastic grid structure. The circular-patterned pillow appears from above, its pattern appearing compressed, while the TV screen still displays 'Upper East Side' and the beige sofa is seen from the far side with its cushions and blanket softly lit.",
+          "60-80%: The camera continues its clockwise motion, nearing completion of the 360-degree circle. The white laundry basket reappears from the front, now slightly lower in frame. The circular-patterned pillow remains a focal point, its colors vivid against the neutral tones of the room. The black TV stand and the 'Upper East Side' display are clearly visible, and the beige sofa returns to prominence on the right. The framed pictures on the wall are once again aligned horizontally as the camera approaches its starting orientation. The lighting remains consistent—warm and inviting—and the spatial relationship between furniture, decor, and media is emphasized through the fluid motion.",
+          "80-100%: Finally, the camera completes its full rotation, returning to a position nearly identical to the opening shot but subtly adjusted in height and angle. The white laundry basket with its floral pattern and the circular-patterned pillow are once again central. The beige leather sofa, black TV stand, and wall of framed pictures are all present, maintaining visual continuity. The TV screen still shows 'Upper East Side', and the ambient lighting from the floor lamp and natural light through sheer curtains remains balanced. The smooth, continuous motion creates a seamless loop that encapsulates the entire living room environment, highlighting domestic stillness and the quirky composition of household objects."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle shot focused on a white laundry basket adorned with a colorful floral pattern, resting on a white metal drying rack. The basket contains multiple pillows, including one with large, overlapping circular designs in earthy tones. To the right, a beige leather sofa is partially visible, with a light blanket draped over its arm. In the background, a black TV stand supports a television screen displaying the text 'Upper East Side' over a city image. The wall behind the TV is lined with framed pictures of various sizes.",
+          "Part 2/8: The camera begins a slow clockwise rotation around the laundry basket. The beige leather sofa comes more fully into view, revealing its curved shape and plush cushions. The blanket remains casually placed. The TV screen continues to show 'Upper East Side', and the framed pictures on the wall become more detailed as the camera moves. Natural light filters in from a window with sheer curtains, casting soft shadows across the carpeted floor.",
+          "Part 3/8: Continuing the rotation, the camera angle shifts to highlight the side of the circular-patterned pillow, emphasizing its vibrant colors and geometric design. The white laundry basket’s floral pattern is now seen from a new perspective. The black TV stand and the displayed text remain visible, though slightly angled. The framed pictures on the wall appear in a diagonal line due to the camera’s motion, adding depth to the scene.",
+          "Part 4/8: The camera tilts slightly upward as it rotates, bringing the top of the drying rack and the piled pillows into sharper focus. The beige sofa is now seen from behind, with its backrest and armrests framing part of the shot. The TV screen remains illuminated with 'Upper East Side', and the wall of pictures is now viewed from a lower vantage point, making the upper frames more prominent. The ambient lighting from the floor lamp enhances the texture of the sofa and the rug.",
+          "Part 5/8: Midway through the rotation, the camera offers a frontal view of the laundry basket, now centered again but from a slightly elevated angle. The circular-patterned pillow dominates the foreground, its bold design contrasting with the delicate floral pattern of the basket. The beige sofa is visible to the left, and the black TV stand anchors the background. The framed pictures form a vertical array along the wall, each frame distinct yet harmonious in the overall decor.",
+          "Part 6/8: As the rotation progresses, the camera captures the rear of the drying rack and the underside of the laundry basket, revealing its plastic grid structure. The circular-patterned pillow appears from above, its pattern appearing compressed. The TV screen still displays 'Upper East Side', and the beige sofa is now seen from the far side, with its cushions and blanket softly lit. The framed pictures are viewed from a reverse angle, showcasing their arrangement from a new perspective.",
+          "Part 7/8: The camera continues its clockwise motion, nearing completion of the 360-degree circle. The white laundry basket reappears from the front, now slightly lower in frame. The circular-patterned pillow remains a focal point, its colors vivid against the neutral tones of the room. The black TV stand and the 'Upper East Side' display are clearly visible, and the beige sofa returns to prominence on the right. The framed pictures on the wall are once again aligned horizontally as the camera approaches its starting orientation.",
+          "Part 8/8: Finally, the camera completes its full rotation, returning to a position nearly identical to the opening shot but subtly adjusted in height and angle. The white laundry basket with its floral pattern and the circular-patterned pillow are once again central. The beige leather sofa, black TV stand, and wall of framed pictures are all present, maintaining visual continuity. The lighting remains consistent, warm and inviting, and the TV screen still shows 'Upper East Side'. The smooth, continuous motion creates a seamless loop that encapsulates the entire living room environment."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_openhumanvid_8ae37cf1302690f05069bc82d5cc4d8502f32b3ea4fe097764698fe50147f2be",
+    "video_path": "videos/mem_openhumanvid_8ae37cf1302690f05069bc82d5cc4d8502f32b3ea4fe097764698fe50147f2be.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In an industrial setting with large stainless steel tanks and red piping, two men stand facing each other. The man on the left has dark, slightly curly hair, light stubble, and wears a dark olive-green jacket with visible buttons and pockets. The man on the right is bald, wears glasses, has a goatee, and is dressed in a dark blue or black plaid long-sleeve shirt. He holds a long-handled tool with a mesh-like scoop at the end. Throughout the video, the man on the right manipulates the tool, gesturing with it as he speaks, while the man on the left remains stationary, attentively listening. The background features control panels with illuminated buttons and gauges, and the lighting is dim with a focus on the two figures."
+        ],
+        "level_2": [
+          "The video begins with the two men standing in an industrial environment, characterized by large metallic tanks and red structural elements. The man on the left, with dark curly hair and light stubble, wears a dark olive-green jacket and listens intently. The man on the right, bald with a goatee and wearing glasses and a dark plaid shirt, holds a long-handled tool with a mesh scoop. He starts to gesture with the tool, explaining something as he moves it slightly. The camera remains steady, focusing on their interaction against the backdrop of industrial equipment.",
+          "Continuing from the initial scene, the man on the right becomes more animated with his gestures, using the tool to emphasize his points. The man on the left maintains his position, his expression shifting subtly as he processes the information. The background remains consistent, with the stainless steel tanks and control panels providing context to their discussion. The lighting continues to highlight the two figures, keeping the focus on their interaction.",
+          "In the final part of the sequence, the man on the right continues to use the tool, now pointing it towards the tank behind them, possibly indicating a specific feature or process. The man on the left nods slightly, showing understanding or agreement. The camera angle remains fixed, capturing the detailed expressions and movements of both men, with the industrial setting providing a constant, unchanging backdrop."
+        ],
+        "level_3": [
+          "The video opens with the two men positioned in an industrial facility, surrounded by large stainless steel tanks and red piping. The man on the left, sporting dark curly hair and light stubble, is dressed in a dark olive-green jacket. He stands calmly, facing the man on the right, who is bald, wears glasses, and has a goatee, dressed in a dark plaid shirt. The man on the right holds a long-handled tool with a mesh scoop, beginning to gesture with it as he speaks, drawing the attention of the other man.",
+          "As the scene progresses, the man on the right becomes more expressive with his tool, moving it in various directions to illustrate his points. His facial expressions become more animated, suggesting he is explaining something important. The man on the left remains attentive, his posture steady, occasionally nodding in response. The background, with its industrial equipment and control panels, remains unchanged, maintaining the setting's authenticity.",
+          "The interaction continues with the man on the right using the tool to point towards the large tank behind them, possibly highlighting a specific aspect of their work. His gestures are deliberate, and his tone seems to convey urgency or importance. The man on the left listens intently, his expression reflecting engagement and understanding. The camera stays focused on the two, ensuring their interaction remains the central element of the scene.",
+          "Moving into the next phase, the man on the right shifts the tool's position, now holding it closer to his body while continuing his explanation. His gestures are less expansive but remain purposeful. The man on the left maintains his stance, his gaze fixed on the other man, indicating active participation in the conversation. The industrial setting, with its metallic surfaces and red pipes, provides a consistent and immersive backdrop.",
+          "Finally, the man on the right concludes his explanation, holding the tool still as he looks directly at the man on the left. The man on the left nods slightly, signaling comprehension or agreement. The scene ends with both men standing in the same positions, the industrial environment unchanged, emphasizing the continuity and focus of their interaction throughout the video."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_dl3dv_9f7018c35daf35b3c3c49ba9c99976d06f9dddb0a3093138abcf62f3e7d94b5d",
+    "video_path": "videos/mem_dl3dv_9f7018c35daf35b3c3c49ba9c99976d06f9dddb0a3093138abcf62f3e7d94b5d.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of an outdoor children’s playground centered around a circular rotating ride. The ride features a red circular base with blue metal railings and two small bicycle-shaped seats — one red, one blue — attached to its perimeter. Atop the ride is a statue of a cartoonish character wearing a hat and holding a wand or stick, positioned at the apex of a wireframe dome structure. The camera slowly circles clockwise around the ride, revealing more of the surrounding environment: lush green trees frame the scene, a pink building is visible in the background on the right, and an arched metal gate stands nearby, partially enclosing the play area. As the camera continues its orbit, benches and additional colorful play structures become visible in the distance, including slides and climbing frames. The ground is paved concrete with a slightly raised circular platform supporting the ride. The lighting is soft daylight under overcast skies. Continuing from the mid-point, the camera completes its rotation, offering alternating views of the pink building, the arched gate, and the statue from different angles, while keeping the red circular base and blue bicycle seats consistently in frame. Finally, as the camera returns to its starting orientation, it subtly zooms out slightly, capturing the full context of the ride within the park — emphasizing the contrast between the bright, whimsical ride and the natural, leafy surroundings, with all mandatory landmarks (pink building, arched metal gate, statue on top of ride, blue bicycle seats, red circular ride base) clearly visible throughout the entire sequence."
+        ],
+        "level_2": [
+          "The video begins with a wide shot of a children’s playground featuring a central rotating ride with a red circular base and blue bicycle-shaped seats. Atop the ride sits a statue of a cartoon character with a hat and wand, enclosed by a wireframe dome. The camera starts panning clockwise, revealing a pink building in the background to the right and an arched metal gate beside it. Trees and other playground equipment are visible beyond the ride’s enclosure. The ground is smooth concrete, and the ride is mounted on a raised circular platform.",
+          "Continuing from the first segment, the camera completes half its circular orbit around the ride. The blue bicycle seats remain prominent as the perspective shifts, showing the ride’s structural supports and the surrounding fencing. The pink building remains visible intermittently through the trees, while the arched gate comes into clearer view as the camera moves. Benches and distant play structures like slides appear in the background. The statue atop the ride stays centered in the upper portion of the frame, maintaining visual continuity.",
+          "Finally, the camera finishes its full 360-degree clockwise sweep around the ride, returning to a near-original angle but slightly pulled back. The red circular base and blue bicycle seats are again clearly framed, with the statue still dominant overhead. The pink building and arched gate reappear in their initial positions relative to the ride. The surrounding trees, benches, and play structures complete the scene, reinforcing the playful yet tranquil atmosphere of the park under overcast daylight. All mandatory landmarks are consistently present and visually anchored throughout this final third."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a wide view of a children’s playground centered on a circular rotating ride with a red base, blue bicycle-shaped seats (one red, one blue), and a statue of a cartoon character wearing a hat and holding a wand atop a wireframe dome. The camera begins a slow clockwise pan; in the background, a pink building and an arched metal gate are partially visible among lush green trees. The ride sits on a raised concrete platform surrounded by paved ground.",
+          "20-40%: Continuing the clockwise pan, the pink building becomes more visible behind the ride, and the arched metal gate comes into clearer view. The red circular base and blue bicycle seats remain prominent, with the statue still centered above. Trees and distant playground equipment—including slides and climbing frames—appear in the background. The camera reveals benches and additional play structures as it moves past the left side of the ride; the pink building is temporarily obscured by foliage, but the gate remains visible on the far right.",
+          "40-60%: Midway through the rotation, the camera shows the rear of the ride, with benches and colorful play structures clearly visible behind it. The blue bicycle seats rotate into view from the opposite side, while the wireframe dome and statue remain fixed as central visual anchors. The pink building reappears briefly through gaps in the trees, and the arched metal gate is fully visible again. The concrete platform and surrounding fencing stay consistently in frame.",
+          "60-80%: As the camera continues its arc past the midpoint, the pink building becomes more prominent directly behind the ride, while the arched gate is partially hidden behind trees. Distant slides and climbing frames come into view again. Nearing completion of the circle, the camera shows the ride from a three-quarter rear angle: the statue atop the dome remains visible, the blue bicycle seats are clearly shown, and the red circular base anchors the composition. The pink building and arched gate reappear to the right, framed by trees.",
+          "80-100%: Finally, the camera completes its clockwise orbit, returning close to the starting viewpoint but slightly zoomed out. The red circular base, blue bicycle seats, and statue are all clearly visible. The pink building and arched metal gate are once again in their original positions relative to the ride. The surrounding trees, benches, and playground elements complete the tranquil, overcast-day scene, with all mandatory landmarks consistently present throughout."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a wide view of a children’s playground. Centered is a circular ride with a red base and blue bicycle-shaped seats. A statue of a cartoon character with a hat and wand sits atop a wireframe dome. In the background, a pink building and an arched metal gate are partially visible among trees. The camera begins a slow clockwise pan.",
+          "Part 2/8: Continuing from the start, the camera pans slightly further right, bringing the pink building more into view behind the ride. The arched metal gate becomes more distinct. The red circular base and blue bicycle seats remain in focus, with the statue still visible above. Concrete pavement surrounds the ride’s elevated platform.",
+          "Part 3/8: The camera continues its clockwise movement, now showing more of the left side of the ride. The blue bicycle seat is prominently featured. Trees and distant playground equipment appear in the background. The pink building is temporarily obscured by foliage, but the arched gate remains visible on the far right.",
+          "Part 4/8: Midway through the rotation, the camera reveals benches and additional play structures behind the ride. The red circular base and blue bicycle seats stay in frame. The statue atop the ride remains fixed as the camera orbits. The pink building reappears briefly through gaps in the trees.",
+          "Part 5/8: The camera moves past the midpoint, now showing the rear of the ride. The arched metal gate is fully visible again, and the pink building appears behind it. The blue bicycle seats rotate into view from the opposite side. The wireframe dome and statue remain constant focal points.",
+          "Part 6/8: As the camera continues its arc, the pink building becomes more prominent again, now seen directly behind the ride. The arched gate is partially hidden behind trees. The red circular base and blue bicycle seats maintain their position in the frame. Distant slides and climbing frames come into view.",
+          "Part 7/8: Nearing completion of the circle, the camera shows the ride from a three-quarter rear angle. The statue atop the dome remains visible. The blue bicycle seats are clearly shown, and the red circular base anchors the composition. The pink building and arched gate are once again visible to the right, framed by trees.",
+          "Part 8/8: Finally, the camera completes its clockwise orbit, returning close to the starting viewpoint but slightly zoomed out. The red circular base, blue bicycle seats, and statue are all clearly visible. The pink building and arched metal gate are once again in their original positions relative to the ride. The surrounding trees and playground elements complete the tranquil, overcast-day scene."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_openhumanvid_648172ff667b555bdbe841c37896d863b957129f8ba0f72df65ef44490d1d632",
+    "video_path": "videos/mem_openhumanvid_648172ff667b555bdbe841c37896d863b957129f8ba0f72df65ef44490d1d632.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens with a close-up shot of a woman seated in a dimly lit room, her face softly illuminated by ambient light. She has medium-length dark hair pulled back, revealing her delicate features. She is wearing a light-colored floral short-sleeve dress with a subtle pattern, a thin gold necklace with a small pendant, and a ring on her left ring finger. A beige handbag rests on her lap. Initially, she appears contemplative, looking down at the handbag. She then reaches into the bag and retrieves a smartphone, which she holds in her right hand. The background is blurred, but hints of warm, muted colors suggest a cozy, intimate setting. She brings the phone to her ear and begins a conversation, her expression shifting subtly as she listens and speaks."
+        ],
+        "level_2": [
+          "The video begins with a close-up of a woman seated in a dimly lit room, her face softly illuminated. She has medium-length dark hair pulled back, wearing a light-colored floral short-sleeve dress with a subtle pattern, a thin gold necklace with a small pendant, and a ring on her left ring finger. A beige handbag rests on her lap. She appears contemplative, looking down at the handbag. In the next segment, she reaches into the bag and retrieves a smartphone, holding it in her right hand. The final segment shows her bringing the phone to her ear, beginning a conversation. Her expression changes slightly as she engages in the call, indicating attentiveness and involvement in the conversation."
+        ],
+        "level_3": [
+          "The video opens with a close-up shot of a woman seated in a dimly lit room, her face softly illuminated by ambient light. She has medium-length dark hair pulled back, revealing her delicate features. She is wearing a light-colored floral short-sleeve dress with a subtle pattern, a thin gold necklace with a small pendant, and a ring on her left ring finger. A beige handbag rests on her lap. Initially, she appears contemplative, looking down at the handbag.",
+          "Continuing from the previous scene, the woman reaches into the beige handbag resting on her lap and retrieves a smartphone. She holds the phone in her right hand, examining it briefly before preparing to make a call.",
+          "The woman brings the smartphone to her ear, beginning a conversation. Her expression shifts subtly as she listens and speaks, indicating attentiveness and involvement in the discussion. The background remains blurred, maintaining the intimate atmosphere.",
+          "As the conversation continues, her facial expressions change slightly, reflecting her engagement and emotional response to the dialogue. The lighting remains consistent, highlighting her features and the details of her attire.",
+          "Finally, the woman maintains her focus on the conversation, her posture steady and her expression thoughtful. The beige handbag remains on her lap, and the overall ambiance of the room stays warm and subdued, emphasizing the personal nature of the interaction."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_openhumanvid_e49eaf7fb50ac654a3b5f1f1ec97b36bce3174aa741015475573ce357ca8bb5d",
+    "video_path": "videos/mem_openhumanvid_e49eaf7fb50ac654a3b5f1f1ec97b36bce3174aa741015475573ce357ca8bb5d.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens with a close-up shot of a man in a green pinstripe suit jacket and white shirt, seated on a striped armchair. He has short black hair and wears a silver wristwatch on his left wrist. In his right hand, he holds a silver-colored handgun, which he manipulates while looking down at it. A woman with curly dark hair, wearing a sleeveless pink top, leans closely against him, her head resting near his shoulder as she appears to whisper or speak softly to him. The background features a light-colored wall and the armchair's vertical striped pattern. The camera remains steady, focusing on the interaction between the two individuals and the man's handling of the gun."
+        ],
+        "level_2": [
+          "The video begins with the man in the green pinstripe suit seated on a striped armchair, holding a silver-colored handgun in his right hand. His short black hair and silver wristwatch are clearly visible. The woman in the pink sleeveless top leans into him, her head near his shoulder as if speaking to him. The man looks down at the gun, manipulating it slightly while maintaining a calm expression. The background remains consistent with a light-colored wall and the armchair's vertical stripes. The camera stays focused on the pair, capturing their subtle movements and the tension in the scene.",
+          "Continuing from the previous scene, the man in the green suit continues to hold the handgun, now raising it slightly as if preparing to use it. His gaze shifts from the gun to the woman beside him, who remains close, her head still near his shoulder. The man's expression becomes more serious, and he seems to be communicating with the woman, possibly giving instructions. The camera angle remains steady, emphasizing the interaction between the two and the growing intensity of the situation.",
+          "Finally, the man in the green suit maintains his grip on the handgun, now pointing it slightly forward. The woman in the pink top continues to lean against him, her proximity suggesting a deep connection or dependency. The man's expression is firm, and he appears to be speaking to the woman, who listens intently. The background remains unchanged, with the striped armchair and light-colored wall providing a stable setting. The camera remains focused on the pair, highlighting the final moments of their interaction."
+        ],
+        "level_3": [
+          "The video opens with a close-up of a man in a green pinstripe suit jacket and white shirt, seated on a striped armchair. He has short black hair and wears a silver wristwatch on his left wrist. In his right hand, he holds a silver-colored handgun, which he examines closely. A woman with curly dark hair, wearing a sleeveless pink top, leans against him, her head near his shoulder as if whispering to him. The background features a light-colored wall and the armchair's vertical stripes. The camera remains steady, focusing on the man's hands and the woman's proximity.",
+          "As the scene progresses, the man in the green suit continues to manipulate the handgun in his right hand, his fingers adjusting its position. His gaze remains fixed on the weapon, and his expression is calm but focused. The woman beside him remains close, her head still near his shoulder, suggesting an intimate or tense moment. The camera angle stays consistent, capturing the subtle movements of the man's hands and the woman's slight shifts in posture.",
+          "The man in the green suit raises the handgun slightly, his right hand gripping it firmly. His eyes shift from the gun to the woman beside him, who continues to lean against him. The man's expression becomes more serious, and he appears to be speaking to the woman, possibly giving instructions. The woman listens intently, her head still near his shoulder. The background remains unchanged, with the striped armchair and light-colored wall providing a stable setting.",
+          "The man in the green suit maintains his grip on the handgun, now pointing it slightly forward. His expression is firm, and he continues to communicate with the woman beside him, who remains close, her head near his shoulder. The woman listens attentively, her body language suggesting a deep connection or dependency. The camera remains focused on the pair, emphasizing the intensity of the moment.",
+          "In the final moments of the video, the man in the green suit keeps the handgun pointed slightly forward, his right hand steady. The woman in the pink top continues to lean against him, her head near his shoulder, indicating a sense of trust or reliance. The man's expression remains serious, and he appears to be speaking to the woman, who listens intently. The background remains consistent, with the striped armchair and light-colored wall providing a stable setting. The camera stays focused on the pair, capturing the culmination of their interaction."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_egoschema_eba42f272d07b335611b5a5f8ce09ef4a88aa036322bbf24a5e0e357ed0f59b0",
+    "video_path": "videos/mem_egoschema_eba42f272d07b335611b5a5f8ce09ef4a88aa036322bbf24a5e0e357ed0f59b0.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video follows a person as they walk through a narrow outdoor corridor with beige walls and potted plants, carrying a red broom with a long wooden handle and black grip. The person exits through a gate into a garden area, then returns to the patio where they begin sweeping the tiled floor with the broom. The camera captures the movement of the broom across the patio, around furniture including a glass table with pink plates and chairs, and along the edges near a grassy area."
+        ],
+        "level_2": [
+          "The video begins with a first-person view of someone walking down a narrow, sunlit corridor with beige walls, passing by potted plants and a small gate. The person exits through the gate into a garden area with brick pathways and greenery. They then return to the patio, picking up a red broom with a long wooden handle and black grip from a storage area before starting to sweep the tiled floor.",
+          "Continuing from the previous scene, the person is now on the patio, which features a glass table with pink plates, chairs, and a sliding glass door. The red broom is used to sweep debris from the tiled surface, moving around the furniture and along the edges of the patio near a grassy area.",
+          "Finally, the person continues sweeping the patio, focusing on different areas including near the sliding glass door, around the chairs, and along the border between the tiled patio and the grass. The red broom effectively gathers dirt and debris, leaving the patio clean."
+        ],
+        "level_3": [
+          "The video opens with a first-person perspective of someone walking down a narrow outdoor corridor with beige walls, casting shadows from nearby plants. The person passes by a small gate and enters a garden area with brick pathways and lush greenery.",
+          "After exiting the garden, the person returns to the patio, where they pick up a red broom with a long wooden handle and black grip from a storage area near the house wall.",
+          "The person begins sweeping the tiled patio floor with the red broom, moving around a glass table with pink plates and several chairs. The sweeping motion is methodical, covering the entire patio surface.",
+          "As the person continues sweeping, they focus on different sections of the patio, including near the sliding glass door, around the edges, and along the border with the grassy area. The red broom effectively collects dirt and debris.",
+          "The video concludes with the person sweeping the remaining areas of the patio, ensuring the entire surface is clean. The red broom is seen moving back and forth, gathering all the debris into a pile."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_egoschema_135f9370e5406e825ec0d57c72a8c492c9375fab35e00fa8f14e34c043e3add0",
+    "video_path": "videos/mem_egoschema_135f9370e5406e825ec0d57c72a8c492c9375fab35e00fa8f14e34c043e3add0.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video shows a person wearing black gloves and a tattooed arm working meticulously on a small metallic tool, likely a specialized instrument or screwdriver, on a white paper-covered workbench. The person uses precision tweezers to manipulate the tool, which has a thin, elongated shape with a flat or slightly curved tip. After setting the tool down, they open a red toolbox drawer, search through it, and retrieve the tool again. The workspace is cluttered with various tools, including a spray gun, a yellow cup, a metal bowl, and other instruments. The person then places the tool into a black container filled with liquid, possibly for cleaning or lubrication."
+        ],
+        "level_2": [
+          "The video begins with a close-up of a person's hands, clad in black gloves, holding a small metallic tool on a white paper-covered workbench. The person uses tweezers to carefully adjust the tool, which appears to be a specialized instrument with a thin, elongated shape. The workspace is filled with various items, including a spray gun, a yellow cup, and a metal bowl. The person sets the tool down on the paper and proceeds to open a red toolbox drawer, searching through it before retrieving the tool again.",
+          "Continuing from the previous scene, the person retrieves the metallic tool from the red toolbox drawer and resumes working on it with the tweezers. The workspace remains cluttered with tools and supplies, including a spray gun, a yellow cup, and a metal bowl. The person manipulates the tool with precision, adjusting its position and orientation on the white paper. They then place the tool into a black container filled with liquid, likely for cleaning or lubrication.",
+          "Finally, the person places the metallic tool into a black container filled with liquid, using the tweezers to ensure it is fully submerged. The workspace remains visible, showing the various tools and supplies scattered around, including a spray gun, a yellow cup, and a metal bowl. The person continues to handle the tool with care, ensuring it is properly positioned in the container. The video concludes with the person still working on the tool, indicating an ongoing process of maintenance or preparation."
+        ],
+        "level_3": [
+          "The video opens with a close-up view of a person's hands, wearing black gloves and revealing a tattooed arm, as they hold a small metallic tool on a white paper-covered workbench. The tool, which appears to be a specialized instrument with a thin, elongated shape, is being manipulated with precision tweezers. The workspace is cluttered with various items, including a spray gun, a yellow cup, and a metal bowl, suggesting a detailed and technical task.",
+          "In the next segment, the person sets the metallic tool down on the white paper and reaches for a red toolbox drawer located beneath the workbench. They open the drawer and begin searching through the organized tools inside, eventually retrieving the metallic tool again. The workspace remains in view, with the same array of tools and supplies scattered around, emphasizing the meticulous nature of the task.",
+          "The third segment shows the person resuming their work on the metallic tool, using the tweezers to make precise adjustments. The tool is carefully positioned on the white paper, and the person ensures it is properly aligned. The workspace is still visible, with the spray gun, yellow cup, and metal bowl in the background, reinforcing the setting of a detailed and technical environment.",
+          "Moving forward, the person places the metallic tool into a black container filled with liquid, likely for cleaning or lubrication. They use the tweezers to submerge the tool completely, ensuring it is fully immersed. The workspace remains cluttered with various tools and supplies, including a spray gun, a yellow cup, and a metal bowl, highlighting the ongoing maintenance or preparation process.",
+          "In the final segment, the person continues to handle the metallic tool in the black container, making sure it is properly positioned and submerged. The workspace is still visible, with the same array of tools and supplies scattered around, indicating that the task is part of a larger, detailed process. The video concludes with the person still working on the tool, suggesting that the maintenance or preparation is not yet complete."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_dl3dv_d9be64a8fb23fe52670920fbd06b6e587b4fa8d15cfa1ace227cbd6c199d76ea",
+    "video_path": "videos/mem_dl3dv_d9be64a8fb23fe52670920fbd06b6e587b4fa8d15cfa1ace227cbd6c199d76ea.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a low-angle, wide shot of a modern living room centered on a black office chair with a colorful polka-dot fabric cover (purple, orange, beige circles) and a black five-star base with casters. The camera slowly rotates clockwise around the chair, revealing a beige sectional sofa draped with a patterned blanket to the left, and another beige sofa with matching pillows to the right. In the background, a large flat-screen TV on a black stand displays a bright cityscape with tall buildings. Behind the sofa on the right, a tall floor lamp stands near a wall adorned with multiple framed pictures. As the rotation continues, a brown leather office chair appears briefly in the background near a desk setup. The camera then tilts downward, moving beneath the polka-dot chair to reveal its blue pneumatic lift cylinder and the underside of the seat, before panning up slightly to show the mesh backrest and armrests. Finally, the camera pulls back slightly and completes the circle, ending on a frontal view of the polka-dot chair with the TV and cityscape visible behind it, maintaining consistent lighting and carpeted flooring throughout."
+        ],
+        "level_2": [
+          "The video begins with a wide, low-angle rotating shot centered on a black office chair covered in vibrant polka-dot fabric (purple, orange, beige circles), featuring a black five-star base with casters. As the camera moves clockwise, it reveals a beige sectional sofa with a patterned blanket on the left, and another beige sofa with matching pillows on the right. In the background, a large TV on a black stand displays a vivid cityscape. A floor lamp and wall-mounted framed pictures are visible behind the right sofa. The camera continues rotating to briefly capture a brown leather office chair near a desk area before beginning to tilt downward.",
+          "Continuing from the previous segment, the camera tilts down sharply under the polka-dot-covered office chair, offering a close-up view of its blue pneumatic lift cylinder and the black plastic mechanism connecting to the five-star base. The carpeted floor is clearly visible, as are the wheels of the base. The camera pans slightly upward along the chair’s structure, showing the underside of the seat and the mesh backrest material, while the beige sofas and the TV displaying the cityscape remain partially visible in the periphery. The movement is smooth and deliberate, emphasizing the chair’s construction details.",
+          "Finally, the camera pulls back slightly from underneath the chair and resumes its slow clockwise rotation, completing the full circle. The polka-dot office chair remains centered, now viewed from the front again. The TV on the black stand displaying the cityscape is prominent in the background, flanked by the beige sectional sofa with the patterned blanket on the left and the other beige sofa on the right. The brown leather office chair, floor lamp, and wall-mounted framed pictures reappear as the camera passes them. The video ends with a stable, centered shot of the polka-dot chair, capturing the entire living room environment in soft ambient lighting."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle, wide shot focused on a black office chair covered in colorful polka-dot fabric (purple, orange, beige circles), featuring a black five-star base with casters. To the left, a beige sectional sofa with a patterned blanket is visible. The camera begins a slow clockwise rotation, revealing ambient lighting and carpeted flooring. As the rotation progresses, the right side of the room comes into view — a beige sofa with matching polka-dot pillows, a floor lamp, and wall-mounted framed pictures behind it.",
+          "20-40%: Continuing the clockwise rotation, the TV on a black stand becomes clearer, displaying a bright cityscape with skyscrapers. The polka-dot chair remains centered. On the far left, a brown leather office chair near a desk setup becomes briefly visible. The camera maintains focus on the central chair while revealing more of the living room layout, including the beige sofas framing the scene and consistent warm lighting.",
+          "40-60%: The rotation continues, bringing the brown leather office chair more clearly into view beside a small desk. The camera angle lowers slightly, preparing to tilt down. Then, the camera tilts sharply downward beneath the polka-dot chair, focusing on the blue pneumatic lift cylinder, black plastic mechanism connecting to the five-star base, and the casters rolling on the light-colored carpet. The underside of the seat and mesh backrest are briefly visible.",
+          "60-80%: While still positioned beneath the chair, the camera pans upward slightly, highlighting the mesh texture of the backrest and contours of the armrests. The blue pneumatic cylinder remains prominent, and blurred glimpses of the beige sofas and TV screen appear in the background. The camera then begins to pull back and tilt upward, rising from under the chair, with the polka-dot fabric and black frame returning to full view. The slow clockwise rotation resumes, bringing the TV with the cityscape and wall-mounted framed pictures back into the frame.",
+          "80-100%: The camera completes its full rotation, returning to a frontal view of the polka-dot office chair. The TV on the black stand displaying the cityscape is centered behind it. The beige sectional sofa with the patterned blanket is on the left, and the other beige sofa is on the right. The floor lamp and framed pictures are visible in the background. The video ends on this stable, well-composed shot, maintaining consistent lighting and carpeted flooring throughout."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle, wide shot focused on a black office chair covered in colorful polka-dot fabric (purple, orange, beige circles). The chair has a black five-star base with casters. To the left, a beige sectional sofa with a patterned blanket is visible. The camera begins a slow clockwise rotation. The carpeted floor and ambient lighting are clear.",
+          "Part 2/8: Continuing the rotation, the right side of the room comes into view — a beige sofa with matching polka-dot pillows. Behind it, a floor lamp and wall-mounted framed pictures are visible. The camera maintains focus on the polka-dot chair while revealing more of the living room layout, including a TV on a black stand in the background.",
+          "Part 3/8: The camera continues rotating clockwise, bringing the TV into clearer view. It displays a bright cityscape with skyscrapers. The polka-dot chair remains centered. On the far left, a brown leather office chair near a desk becomes briefly visible. The overall lighting remains consistent and warm.",
+          "Part 4/8: The rotation progresses further, showing the brown leather office chair more clearly next to a small desk. The camera angle begins to lower slightly, preparing to tilt down. The beige sofas and patterned blanket remain visible on either side, framing the central polka-dot chair.",
+          "Part 5/8: The camera tilts sharply downward, moving beneath the polka-dot chair. The blue pneumatic lift cylinder and the black plastic base mechanism become the focal point. The five-star base with casters is clearly shown rolling on the light-colored carpet. The underside of the seat and mesh backrest are briefly visible.",
+          "Part 6/8: The camera pans upward slightly while still positioned beneath the chair, highlighting the mesh texture of the backrest and the contours of the armrests. The blue pneumatic cylinder remains prominent. In the blurred background, glimpses of the beige sofas and the TV screen can be seen.",
+          "Part 7/8: The camera begins to pull back and tilt upward, rising from under the chair. The polka-dot fabric and black frame come back into full view. The camera resumes its slow clockwise rotation, bringing the TV displaying the cityscape and the wall-mounted framed pictures back into the frame.",
+          "Part 8/8: The camera completes its full rotation, returning to a frontal view of the polka-dot office chair. The TV on the black stand with the cityscape display is centered behind it. The beige sectional sofa with the patterned blanket is on the left, and the other beige sofa is on the right. The floor lamp and framed pictures are visible in the background. The video ends on this stable, well-composed shot."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_dl3dv_8879cecf92e13363ba367f06ed1f8ff15152ace4291130f9a4daecd90aace40f",
+    "video_path": "videos/mem_dl3dv_8879cecf92e13363ba367f06ed1f8ff15152ace4291130f9a4daecd90aace40f.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of a cozy, well-lit living room featuring beige carpeting, a large flat-screen TV displaying a vibrant cityscape on the left wall, and a black ergonomic office chair with a floral-patterned pillow centered in the frame. The chair faces the camera and is positioned between two yellow sofas — one to the left draped with a patterned blanket, and another to the right also covered with a similar blanket. Behind the chair, a maroon office chair is visible near a window with sheer curtains. As the camera begins to rotate clockwise around the black office chair, it reveals more of the room’s layout: a floor lamp beside the right sofa, framed pictures on the walls, and a small side table. The rotation continues, offering views of the TV screen still showing the cityscape, the yellow sofa on the left, and glimpses of an adjacent workspace with shelves and equipment. The camera then tilts down to focus on the black five-star base of the chair resting on the beige carpet, capturing its wheels and structure. It moves upward along the chair’s column, revealing the underside mechanism and then the backrest adorned with the floral pillow. A close-up shot highlights the intricate details of the pillow’s red, yellow, green, and gray floral design. The camera pulls back slightly to show the full chair again, now from a slightly elevated angle, emphasizing the contrast between the black mesh chair and the bright pillow. Continuing from this angle, the camera pans around once more, circling the chair while keeping the yellow sofas, TV with cityscape, and maroon chair consistently in view. Finally, the video ends with a slow zoom-in on the floral pillow as the camera tilts up along the chair’s backrest, lingering on the decorative stitching and fabric texture before fading out."
+        ],
+        "level_2": [
+          "The video starts with a wide-angle shot of a modern living room featuring beige carpeting, a large TV displaying a cityscape on the left, and a central black office chair adorned with a floral pillow. To the left is a yellow sofa with a patterned blanket, and to the right, another yellow sofa similarly draped. In the background, a maroon office chair sits near a window. The camera slowly rotates clockwise around the black chair, revealing the full living room layout including framed wall art, a floor lamp, and a side table. The TV screen remains visible throughout, continuously showing the cityscape.",
+          "Continuing from the previous rotation, the camera completes its circle around the black office chair, now focusing downward to capture the black five-star base resting firmly on the beige carpet. Close-ups detail the wheels and structural components of the base. The camera then travels upward along the chair’s central column, revealing mechanical parts under the seat and the floral pillow on the backrest. A detailed close-up highlights the pillow’s colorful floral pattern — red blossoms, yellow accents, green leaves, and gray swirls — stitched onto white fabric. The camera then pulls back slightly to frame the entire chair against the backdrop of the yellow sofas and cityscape-displaying TV.",
+          "Finally, the camera resumes its circular motion around the black office chair, maintaining consistent framing of the surrounding elements: the yellow sofas with blankets, the maroon chair in the background, and the TV screen still showing the cityscape. The movement is smooth and deliberate, reinforcing the spatial relationship between all objects. The video concludes with a slow zoom-in on the floral pillow as the camera tilts upward along the chair’s backrest, emphasizing the texture and craftsmanship of the pillow before gently fading out."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a wide-angle view of a cozy, well-lit living room centered on a black ergonomic office chair with a floral-patterned pillow. To the left is a large flat-screen TV displaying a vibrant cityscape; to the right, a yellow sofa draped with a patterned blanket. In the background, a maroon office chair sits near a window with sheer curtains. Beige carpet covers the floor. The camera begins a slow clockwise rotation around the black chair, revealing a second yellow sofa on the right (also with a patterned blanket), a floor lamp beside it, and framed pictures on the walls. The TV screen remains visible throughout, continuously showing the cityscape.",
+          "20-40%: As the clockwise rotation continues, the camera captures the full living room layout from new angles—highlighting the maroon chair more prominently and revealing shelves with equipment behind it. The black office chair remains the focal point. The camera then tilts downward to focus on the black five-star base of the chair resting on the beige carpet, capturing close-up details of the wheels and structural components. The surrounding environment—yellow sofas, TV, and maroon chair—remains softly blurred in the background, preserving spatial context.",
+          "40-60%: Moving upward from the base, the camera follows the chair’s central column, revealing the underside mechanical parts and the lower portion of the floral pillow. It then shifts to a close-up of the pillow’s intricate pattern: red flowers, yellow accents, green leaves, and gray swirls stitched onto white fabric, with visible decorative stitching. The background remains consistent with the living room setting. The camera pulls back slightly to frame the entire black office chair with the floral pillow from a slightly elevated angle, with the yellow sofas, TV displaying the cityscape, and maroon chair all visible in their respective positions.",
+          "60-80%: The camera begins another slow clockwise rotation around the black office chair, maintaining smooth motion and visual continuity. Midway through this second rotation, it offers a balanced view of the room—the TV on the left, the yellow sofa with blanket on the right, and the maroon chair in the rear—with the black chair and floral pillow centered. Lighting remains consistent, and the beige carpet provides a neutral foundation. The rotation emphasizes the spatial relationships among all key elements: the two yellow sofas, the maroon chair, the TV with cityscape, and the central black office chair.",
+          "80-100%: Finally, the camera slows its rotation and zooms in toward the floral pillow on the backrest of the black office chair. It tilts upward along the chair’s back, highlighting the texture, craftsmanship, and detailed design of the pillow—including the red, yellow, green, and gray floral motifs and stitching. The yellow sofas, TV with cityscape, and maroon chair fade into soft focus as the video gently fades out, concluding the sequence."
+        ],
+        "level_4": [
+          "The video opens with a wide-angle view of a living room centered on a black office chair with a floral pillow. To the left, a large TV displays a cityscape; to the right, a yellow sofa with a patterned blanket. In the background, a maroon office chair is visible near a window. Beige carpet covers the floor. The camera begins a slow clockwise rotation around the chair, keeping all elements in frame.",
+          "Continuing the clockwise rotation, the camera reveals more of the room’s layout: a second yellow sofa on the right, also covered with a patterned blanket, a floor lamp beside it, and framed pictures on the wall. The TV screen continues to display the cityscape. The black office chair remains the focal point, its position unchanged as the camera circles it.",
+          "As the rotation progresses, the camera captures the full living room layout from a new angle — the maroon chair is now more prominent, and shelves with equipment are visible behind it. The TV screen still shows the cityscape. The camera maintains steady motion around the black office chair, ensuring continuity of scene composition and lighting.",
+          "The camera tilts downward, focusing on the black five-star base of the office chair resting on the beige carpet. Close-up shots highlight the wheels and structural design of the base. The surrounding environment — yellow sofas, TV, and maroon chair — remain softly blurred in the background, preserving spatial context.",
+          "Moving upward from the base, the camera follows the chair’s central column, revealing the underside mechanics and the lower part of the floral pillow. The camera then shifts to a close-up of the pillow’s pattern: red flowers, yellow accents, green leaves, and gray swirls on white fabric, with visible stitching details. The background remains consistent with the living room setting.",
+          "Pulling back slightly, the camera frames the entire black office chair with the floral pillow from a slightly elevated angle. The yellow sofas, TV displaying the cityscape, and maroon chair are all visible in their respective positions. The camera begins another slow clockwise rotation around the chair, maintaining smooth motion and visual continuity.",
+          "Midway through the second rotation, the camera offers a balanced view of the room — the TV on the left, the yellow sofa with blanket on the right, and the maroon chair in the rear. The black office chair with its floral pillow remains centered. The lighting is consistent, and the beige carpet provides a neutral foundation for the scene.",
+          "Finally, the camera slows its rotation and zooms in toward the floral pillow on the backrest of the black office chair. It tilts upward along the chair’s back, highlighting the texture and design of the pillow. The yellow sofas, TV with cityscape, and maroon chair fade into soft focus as the video gently fades out, concluding the sequence."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_egoschema_9e47b70f0d0d243a3500d03036d4b50b2dcfa06fdba8301ad9a9cb5287f4ee9e",
+    "video_path": "videos/mem_egoschema_9e47b70f0d0d243a3500d03036d4b50b2dcfa06fdba8301ad9a9cb5287f4ee9e.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video begins with a first-person perspective of someone walking through a cluttered bedroom, focusing on an olive green dresser with gold-colored handles. The person opens one of the drawers and starts organizing clothes inside. A small dog is seen moving around the room, occasionally interacting with the person. The camera pans around the room, showing various items like a guitar case, a lamp, books, and a 'Rio de Janeiro - Brasil' tapestry. The person continues to sort through the drawer, picking up different pieces of clothing and placing them back in an organized manner. The scene transitions to the person packing some of the clothes into a suitcase placed on the floor near the bed. The video concludes with the person folding and arranging more clothes on top of the dresser before returning to the drawer for further organization."
+        ],
+        "level_2": [
+          "The video starts with a view of a cluttered bedroom, highlighting an olive green dresser with gold handles. The person, wearing a red and white striped shirt, opens a drawer and begins sorting through clothes. A small dog wanders around the room, adding a lively element to the scene. The camera moves to show other parts of the bedroom, including a kitchen area and a hallway, before returning to the dresser. The person continues to organize the drawer, picking up and examining various garments.",
+          "In the middle section, the focus remains on the olive green dresser as the person pulls out more clothes from the drawer. The dog is seen lying on the floor near a guitar case and a trash can. The person sorts through the clothes, folding some and placing others aside. The camera captures the details of the room, including a bookshelf filled with books and a lamp on a side table. The person then closes the drawer and moves towards the suitcase on the floor.",
+          "The final part shows the person packing clothes into the suitcase, which is open on the carpeted floor. The camera provides a close-up view of the suitcase's contents as the person carefully arranges the clothes. The person returns to the dresser, opens another drawer, and continues to sort through more clothing items. The video ends with the person holding up a pair of black pants, preparing to pack them."
+        ],
+        "level_3": [
+          "The video opens with a first-person view of a cluttered bedroom. The camera focuses on an olive green dresser with gold handles. The person, dressed in a red and white striped shirt, opens a drawer and begins to organize the clothes inside. A small dog is visible in the background, moving around the room. The camera pans to show other areas of the bedroom, including a kitchenette and a hallway, before returning to the dresser.",
+          "Continuing from the previous scene, the person continues to sort through the clothes in the drawer of the olive green dresser. The dog is seen lying on the floor near a guitar case and a trash can. The person picks up various garments, examining and folding them. The camera captures the details of the room, including a bookshelf filled with books and a lamp on a side table.",
+          "The person then closes the drawer and moves towards the suitcase on the floor. The camera provides a close-up view of the suitcase as the person begins to pack clothes into it. The person folds and arranges the clothes carefully, ensuring they fit neatly. The camera captures the details of the suitcase's contents, showing the organized arrangement of the clothes.",
+          "Next, the person returns to the dresser and opens another drawer. The camera shows a close-up of the drawer as the person continues to sort through more clothes. The dog is seen lying on the floor near the dresser, watching the person. The person picks up various garments, examining and folding them before placing them back in the drawer.",
+          "Finally, the person holds up a pair of black pants, preparing to pack them. The camera captures the details of the pants as the person folds them carefully. The person then places the pants into the suitcase, continuing to organize the contents. The video concludes with the person standing next to the dresser, having sorted through most of the clothes in the drawer."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_dl3dv_80ef1075466e1824929cf6b5f8b77acf2a7a0fdae07792f74e8f9905c6e07807",
+    "video_path": "videos/mem_dl3dv_80ef1075466e1824929cf6b5f8b77acf2a7a0fdae07792f74e8f9905c6e07807.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, low-to-the-ground shot of a cozy, well-lit living room. In the center stands a white metal ironing board with a patterned pillow resting on top — the pillow features large geometric circles in shades of purple, orange, and brown. The camera slowly rotates clockwise around the ironing board, revealing a beige sectional sofa arranged in an L-shape against the walls, adorned with matching patterned throw pillows and a gray-and-white floral blanket draped over one arm. To the left, a large flat-screen TV displays a vibrant cityscape with skyscrapers under a clear blue sky, mounted on a black media console that also holds speakers and decorative items. Behind the TV, a tall window with sheer white curtains lets in natural light. As the camera continues its circular motion, a blue exercise ball is visible near the TV stand, tucked beside a small black side table. On the far wall, a collection of framed pictures — varying in size and subject — are neatly arranged above the sofa. A floor lamp with a warm glow stands near the corner, illuminating part of the sofa. The carpet is plush and light beige, complementing the neutral tones of the room. Continuing from this view, the camera moves closer to the ironing board, tilting upward slightly to emphasize the pillow’s texture and pattern, then pans down along the legs of the ironing board, showing its crisscross metal frame. The camera then sweeps back up and rotates further, capturing the opposite side of the room where another beige armchair with a decorative pillow sits beside a small wooden end table. A red backpack rests on the floor nearby. The camera completes its full 360-degree orbit, returning to the starting position but now zooming in slightly on the ironing board as the final shot, highlighting the pillow’s placement and the subtle shadows cast by the room’s ambient lighting. Finally, the video ends with a slight tilt downward, focusing on the base of the ironing board and the surrounding carpet, leaving the viewer with a sense of spatial harmony and domestic tranquility."
+        ],
+        "level_2": [
+          "The video begins with a wide-angle, low-to-the-ground shot of a cozy living room centered on a white metal ironing board topped with a patterned pillow featuring geometric circles in purple, orange, and brown. The camera rotates clockwise, revealing a beige sectional sofa with matching pillows and a floral blanket. To the left, a large TV displays a cityscape, mounted on a black media console; a blue exercise ball is visible nearby. Framed pictures line the wall above the sofa. The room is warmly lit by natural light through sheer curtains and a standing lamp. The plush beige carpet completes the inviting atmosphere.",
+          "Continuing from the initial rotation, the camera moves closer to the ironing board, tilting upward to highlight the pillow’s texture and pattern, then pans down along the crisscross metal legs. It sweeps back up and rotates further, revealing the opposite side of the room: a beige armchair with a decorative pillow, a small wooden end table, and a red backpack on the floor. The camera maintains smooth, continuous motion, emphasizing spatial relationships between furniture and decor while keeping the ironing board as the central visual anchor.",
+          "Finally, the camera completes its full 360-degree orbit around the ironing board, returning to the starting viewpoint but zooming in slightly to focus on the pillow’s placement and the interplay of light and shadow. The shot subtly tilts downward, ending on the base of the ironing board and the surrounding carpet, reinforcing the room’s harmonious layout and tranquil ambiance. All key landmarks — the blue exercise ball, TV cityscape, ironing board with pillow, framed wall pictures, and beige sectional sofa — are visually anchored throughout the sequence for continuity."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle, wide shot of a living room centered on a white ironing board holding a patterned pillow (purple, orange, brown circles). To the left, a beige sectional sofa with coordinating pillows and a floral blanket is visible. Behind it, a wall displays framed pictures. Natural light filters through sheer curtains near a large TV showing a cityscape. A blue exercise ball sits near the TV stand. The camera begins rotating clockwise around the ironing board, revealing more of the sectional sofa’s L-shape, while maintaining the low angle that emphasizes the plush beige carpet and the ironing board’s metal legs. A floor lamp glows softly in the background.",
+          "20-40%: Continuing the clockwise rotation, the camera passes behind the ironing board, offering a clearer view of the framed picture wall above the sofa; the blue exercise ball is now fully visible beside a black side table, and the TV screen remains bright with the cityscape. The camera then moves past the sofa’s corner, revealing a beige armchair with a decorative pillow and a small wooden end table, with a red backpack resting on the floor nearby. The ironing board’s legs and patterned pillow remain prominent as the camera begins to tilt slightly upward, drawing attention to the pillow’s design.",
+          "40-60%: The camera tilts up further, focusing on the pillow’s texture and pattern, then pans down along the crisscross metal legs of the ironing board. The plush carpet fills the lower frame. The TV and cityscape are still visible in the background, along with the blue exercise ball and framed wall art; lighting remains consistent and warm. The camera sweeps back up and continues its clockwise rotation, now capturing the opposite side of the room where the beige armchair and end table reappear, along with the red backpack. The ironing board remains central, and the movement is smooth, emphasizing spatial continuity.",
+          "60-80%: The camera completes nearly a full 360-degree orbit, returning to the initial viewpoint but now zooming in slightly on the ironing board and pillow; shadows from the room’s lighting accentuate the pillow’s contours. The TV cityscape, blue exercise ball, and framed wall pictures are all visible in the periphery, anchoring the scene. The camera maintains steady motion, keeping the ironing board as the focal point while reinforcing the room’s symmetrical layout and harmonious decor.",
+          "80-100%: Finally, the camera tilts downward, focusing on the base of the ironing board and the surrounding beige carpet. The patterned pillow remains in view at the top of the frame. The video ends with this grounded, intimate shot, reinforcing the room’s calm, cohesive aesthetic and leaving the viewer with a sense of spatial completeness and domestic tranquility."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle, wide shot of a living room centered on a white ironing board holding a patterned pillow (purple, orange, brown circles). To the left, a beige sectional sofa with coordinating pillows and a floral blanket is visible. Behind it, a wall displays framed pictures. Natural light filters through sheer curtains near a large TV showing a cityscape. A blue exercise ball sits near the TV stand.",
+          "Part 2/8: The camera begins rotating clockwise around the ironing board, revealing more of the sectional sofa’s L-shape. The TV remains in view, displaying skyscrapers. The camera angle stays low, emphasizing the plush beige carpet and the ironing board’s metal legs. A floor lamp glows softly in the background, casting warm light on the sofa.",
+          "Part 3/8: Continuing the rotation, the camera passes behind the ironing board, offering a clearer view of the framed picture wall above the sofa. The blue exercise ball is now fully visible beside a black side table. The TV screen remains bright with the cityscape. The camera maintains steady motion, keeping the ironing board centered as the focal point.",
+          "Part 4/8: The camera moves past the sofa’s corner, revealing a beige armchair with a decorative pillow and a small wooden end table. A red backpack rests on the floor nearby. The ironing board’s legs and the patterned pillow remain prominent. The camera begins to tilt slightly upward, drawing attention to the pillow’s design.",
+          "Part 5/8: The camera tilts up further, focusing on the pillow’s texture and pattern, then pans down along the crisscross metal legs of the ironing board. The plush carpet fills the lower frame. The TV and cityscape are still visible in the background, along with the blue exercise ball and framed wall art. Lighting remains consistent and warm.",
+          "Part 6/8: The camera sweeps back up and continues its clockwise rotation, now capturing the opposite side of the room. The beige armchair and end table reappear, along with the red backpack. The ironing board remains central. The camera movement is smooth, maintaining spatial continuity and emphasizing the room’s symmetrical layout.",
+          "Part 7/8: The camera completes nearly a full 360-degree orbit, returning to the initial viewpoint but now zooming in slightly on the ironing board and pillow. Shadows from the room’s lighting accentuate the pillow’s contours. The TV cityscape, blue exercise ball, and framed wall pictures are all visible in the periphery, anchoring the scene.",
+          "Part 8/8: Finally, the camera tilts downward, focusing on the base of the ironing board and the surrounding beige carpet. The patterned pillow remains in view at the top of the frame. The video ends with this grounded, intimate shot, reinforcing the room’s calm, cohesive aesthetic and leaving the viewer with a sense of spatial completeness."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_egoschema_61b6cc3d37d74449639b53de26e8805fefc6dcaab4b1bb1dcf6398a8ca89cf2a",
+    "video_path": "videos/mem_egoschema_61b6cc3d37d74449639b53de26e8805fefc6dcaab4b1bb1dcf6398a8ca89cf2a.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video begins in a cluttered auto repair garage, showing a mechanic wearing a black shirt with green text. The mechanic walks towards a blue toolbox, opens a drawer revealing various tools, and retrieves a wrench. They then move to a vehicle elevated on a lift, focusing on the front suspension. The mechanic works on a black cylindrical tie rod end attached to a rusty suspension component, using the wrench to loosen or tighten it. After stepping away briefly to grab another tool, they return to continue working on the tie rod end, eventually using a different wrench to make further adjustments."
+        ],
+        "level_2": [
+          "The video starts with a view of an auto repair garage, where a mechanic in a black shirt walks towards a blue toolbox. They open a drawer filled with tools and select a wrench. Moving to a vehicle on a lift, the mechanic focuses on the front suspension, specifically a black tie rod end with a metallic clip attached to it. The mechanic uses the wrench to work on the tie rod end, then steps away to retrieve another tool from a nearby red toolbox before returning to continue their work.",
+          "Continuing from the previous scene, the mechanic is seen working on the black tie rod end of the vehicle's suspension. They use a wrench to adjust the tie rod end, which is part of a larger rusty suspension assembly. After making initial adjustments, the mechanic steps away from the vehicle to pick up a second wrench from the red toolbox. The camera follows their movement as they return to the vehicle to continue the repair process.",
+          "In the final segment, the mechanic is focused on the black tie rod end of the vehicle's suspension. Using a second wrench, they make precise adjustments to the tie rod end, ensuring it is properly secured. The mechanic alternates between the two wrenches, tightening and checking the connection. The video concludes with the mechanic finishing the task and stepping back slightly, having completed the necessary adjustments to the tie rod end."
+        ],
+        "level_3": [
+          "The video opens in a busy auto repair garage, showcasing a mechanic wearing a black shirt with green text. The mechanic walks across the concrete floor, passing by various tools and equipment, and approaches a blue toolbox. They open a drawer containing an assortment of tools and select a wrench, preparing for the task ahead.",
+          "Moving to a vehicle elevated on a lift, the mechanic focuses on the front suspension. The camera zooms in on a black cylindrical tie rod end, which has a metallic silver-colored clip attached to one end. The mechanic uses the wrench to begin loosening or tightening the tie rod end, which is connected to a larger rusty suspension component.",
+          "After making initial adjustments, the mechanic steps away from the vehicle to retrieve a second wrench from a nearby red toolbox. The camera follows their movement as they walk back to the vehicle, holding both wrenches. The mechanic returns to the tie rod end, now ready to use the second wrench for further adjustments.",
+          "The mechanic continues working on the tie rod end, alternating between the two wrenches to ensure the connection is secure. They carefully tighten the bolts, making precise adjustments to the tie rod end. The camera captures close-up shots of the mechanic's hands as they work, highlighting the detailed nature of the repair.",
+          "In the final moments, the mechanic completes the adjustments to the tie rod end, using the second wrench to finalize the task. They step back slightly, inspecting their work to ensure everything is properly secured. The video ends with the mechanic standing next to the vehicle, having successfully completed the repair of the tie rod end."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_openhumanvid_e4d23edb0f34bdd2c5f7282819eec3d83ff0a11016abed20074b8dfdd892b67e",
+    "video_path": "videos/mem_openhumanvid_e4d23edb0f34bdd2c5f7282819eec3d83ff0a11016abed20074b8dfdd892b67e.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video depicts two men dressed in traditional attire standing near an old stone well in a courtyard with red walls adorned with intricate gray and gold patterns. Both men have long dark hair tied back. They wear matching blue long-sleeved shirts, dark gray vests, black loose-fitting pants, and black flat shoes. One man wears white cloth gloves on his left hand, while the other holds a small bundle of sticks or twigs. The scene begins with them facing each other, seemingly engaged in conversation. The man holding the bundle gestures slightly as they talk. Eventually, the man without gloves exits the frame to the right, leaving the other man alone. He then sits down on the edge of the well, looking contemplative."
+        ],
+        "level_2": [
+          "The video opens with two men in traditional attire standing near a stone well in a courtyard with red walls featuring ornate gray and gold designs. Both men have long dark hair tied back and are dressed in blue long-sleeved shirts, gray vests, black pants, and black flat shoes. One man wears white gloves on his left hand, while the other holds a small bundle of sticks. They face each other, appearing to converse, with the man holding the bundle gesturing subtly. As the interaction continues, the man without gloves turns and walks out of the frame to the right. The remaining man stands for a moment, then moves to sit on the edge of the well, looking down thoughtfully.",
+          "Continuing from the previous scene, the man who was left alone by the well now sits down on its edge. He is still wearing his blue shirt, gray vest, black pants, and black shoes, with the white glove visible on his left hand. His posture suggests he is reflecting or waiting. The background remains consistent, with the red wall and decorative patterns clearly visible. The camera remains steady, focusing on the man as he settles into a seated position.",
+          "Finally, the man remains seated on the edge of the well, looking down at the ground. His posture is relaxed but thoughtful, with his hands resting on his lap. The white glove on his left hand is still prominent. The surrounding environment, including the stone well and the red wall with intricate designs, remains unchanged. The lighting is natural, suggesting it is daytime, and the overall atmosphere is calm and reflective."
+        ],
+        "level_3": [
+          "The video begins with two men in traditional attire standing near a stone well in a courtyard. The man on the left wears white gloves on his left hand and holds a small bundle of sticks, while the man on the right has no gloves and appears to be listening. Both are dressed in blue shirts, gray vests, black pants, and black shoes. They face each other, seemingly engaged in a quiet conversation. The background features a red wall with ornate gray and gold patterns, and the well is made of weathered stone.",
+          "As the conversation continues, the man without gloves gestures slightly with his free hand while speaking. The man holding the bundle listens attentively, nodding occasionally. The setting remains the same, with the stone well and red wall providing a static backdrop. The camera remains focused on the two men, capturing their subtle movements and expressions.",
+          "The man without gloves then turns and walks out of the frame to the right, leaving the other man alone by the well. The man who remains looks down briefly, then begins to move toward the well's edge. The camera follows his movement slightly, maintaining focus on him as he approaches the well.",
+          "The man sits down on the edge of the well, his posture relaxed but contemplative. He looks down at the ground, his hands resting on his lap. The white glove on his left hand is still visible, and his blue shirt and gray vest remain unchanged. The background, including the red wall and decorative patterns, stays consistent throughout.",
+          "Finally, the man remains seated on the edge of the well, looking down thoughtfully. His body language suggests he is reflecting or waiting. The camera remains steady, capturing the serene and contemplative mood of the scene. The stone well and red wall with intricate designs continue to frame the shot, emphasizing the peaceful atmosphere."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_egoschema_7ea535042c7a214315643063edccbbf3b59e8dfcdffd58a2a88bbea1927c8940",
+    "video_path": "videos/mem_egoschema_7ea535042c7a214315643063edccbbf3b59e8dfcdffd58a2a88bbea1927c8940.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video shows a first-person perspective of a person spinning cotton into yarn. The individual is seated, wearing a green sari with red paisley patterns and an orange fabric draped over their lap. In their hands, they manipulate a white cotton ball using a silver-colored metal spinning tool (charkha). As the video progresses, thin white yarn is steadily spun from the cotton, accumulating on the lap. The background features a colorful circular mat, a wooden chair, and a basket containing additional cotton balls. The camera remains focused on the hands and the spinning process, with slight movements as the person adjusts their position."
+        ],
+        "level_2": [
+          "The video begins with a close-up view of a person's hands as they start spinning cotton using a charkha. The individual, dressed in a green sari with red paisley patterns and an orange fabric over their lap, holds a white cotton ball in one hand and operates the silver-colored spinning tool with the other. Initially, the cotton is loosely wound around the spindle, and the person begins to twist it into yarn. The background includes a colorful circular mat, a wooden chair, and a basket filled with more cotton balls. The camera angle is steady, focusing on the hands and the emerging yarn.",
+          "As the spinning continues, the person skillfully pulls and twists the cotton, forming a continuous thin white yarn. The orange fabric on the lap serves as a surface for the spinning tool and the accumulating yarn. The person occasionally adjusts the tension of the yarn and repositions the cotton ball. The colorful mat and wooden chair remain visible in the background, providing context to the setting. The camera maintains its focus on the hands and the spinning process, capturing the rhythmic motion of the charkha.",
+          "In the final part of the video, the person continues to spin the cotton, with the yarn becoming longer and more defined. The individual's hands move with precision, ensuring the yarn is evenly twisted. The orange fabric on the lap now has a noticeable amount of white yarn laid out on it. The background elements, including the colorful mat, wooden chair, and basket of cotton, remain consistent. The camera angle shifts slightly at times, offering different perspectives of the spinning process while keeping the focus on the hands and the emerging yarn."
+        ],
+        "level_3": [
+          "The video opens with a close-up of a person's hands as they begin to spin cotton using a charkha. The individual is wearing a green sari with red paisley patterns and has an orange fabric draped over their lap. They hold a white cotton ball in one hand and operate the silver-colored spinning tool with the other. The initial stage shows the cotton loosely wound around the spindle, with the person starting to twist it into yarn. The background features a colorful circular mat, a wooden chair, and a basket containing additional cotton balls. The camera focuses on the hands and the spinning tool, capturing the beginning of the yarn-making process.",
+          "As the spinning progresses, the person continues to pull and twist the cotton, forming a continuous thin white yarn. The orange fabric on the lap serves as a surface for the spinning tool and the accumulating yarn. The individual occasionally adjusts the tension of the yarn and repositions the cotton ball. The colorful mat and wooden chair remain visible in the background, providing context to the setting. The camera maintains its focus on the hands and the spinning process, capturing the rhythmic motion of the charkha as the yarn begins to take shape.",
+          "The person continues to spin the cotton, with the yarn becoming longer and more defined. Their hands move with precision, ensuring the yarn is evenly twisted. The orange fabric on the lap now has a noticeable amount of white yarn laid out on it. The background elements, including the colorful mat, wooden chair, and basket of cotton, remain consistent. The camera angle shifts slightly at times, offering different perspectives of the spinning process while keeping the focus on the hands and the emerging yarn.",
+          "In this segment, the person further develops the yarn, pulling and twisting the cotton with practiced ease. The orange fabric on the lap is increasingly covered with the white yarn, indicating progress in the spinning task. The individual occasionally pauses to adjust the cotton ball or the tension of the yarn. The colorful mat, wooden chair, and basket of cotton continue to be visible in the background, maintaining the setting's consistency. The camera remains focused on the hands and the spinning tool, capturing the detailed movements involved in the craft.",
+          "Finally, the person completes the spinning process, with a significant length of white yarn now formed. The orange fabric on the lap is almost entirely covered with the accumulated yarn. The individual makes final adjustments to the yarn, ensuring it is neatly wound and properly tensioned. The background, featuring the colorful mat, wooden chair, and basket of cotton, remains unchanged. The camera captures the completed yarn and the person's hands as they finish the task, providing a clear view of the finished product and the spinning tool."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2",
+    "video_path": "videos/mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens in a bright, modern hallway with white walls and large arched doorways. A group of elegantly dressed individuals is walking towards the camera. In the foreground, a woman in an orange and black vertically striped off-shoulder jumpsuit, paired with black high-heeled sandals and large hoop earrings, turns her back to the camera as she walks. She then stops, turns around to face a man in a pink suit, and they shake hands. Another woman in a leopard print top and white pants stands nearby, observing the interaction. As the scene progresses, more people join the group, including a woman in a black lace dress holding a white folder and a man in a purple outfit. The background features tall black vases and a well-lit interior space with shelves displaying various items."
+        ],
+        "level_2": [
+          "The video begins with a group of people walking down a bright, modern hallway. The focus is on a woman wearing an orange and black vertically striped off-shoulder jumpsuit, black high-heeled sandals, and large hoop earrings. She initially walks away from the camera, then turns around to greet a man in a pink suit. They shake hands as another woman in a leopard print top and white pants stands beside them. The camera follows their movement as they stop and engage in conversation. In the background, other individuals begin to appear, including a woman in a black lace dress holding a white folder and a man in a purple outfit.",
+          "Continuing from the previous scene, the group remains in the same bright hallway. The woman in the orange and black striped jumpsuit continues to interact with the man in the pink suit, gesturing with her hand as they converse. The woman in the leopard print top and white pants remains by their side, observing the exchange. The camera angle shifts slightly to include more of the background, where additional people are entering the scene, including a woman in a black lace dress and a man in a purple outfit. The atmosphere is formal and elegant, with the group appearing to be engaged in a significant discussion.",
+          "Finally, the scene concludes with the group still gathered in the hallway. The woman in the orange and black striped jumpsuit is now facing the camera directly, continuing her conversation with the man in the pink suit. The woman in the leopard print top and white pants stands close by, while the woman in the black lace dress and the man in the purple outfit are positioned further back, observing the interaction. The camera remains steady, capturing the formal and composed demeanor of all individuals. The background remains consistent, with tall black vases and a well-lit interior space visible throughout."
+        ],
+        "level_3": [
+          "The video opens with a group of elegantly dressed individuals walking down a bright, modern hallway. The camera focuses on a woman wearing an orange and black vertically striped off-shoulder jumpsuit, black high-heeled sandals, and large hoop earrings. She walks away from the camera, then turns around to greet a man in a pink suit. The hallway is adorned with tall black vases and features a well-lit interior space with shelves displaying various items in the background.",
+          "As the scene progresses, the woman in the orange and black striped jumpsuit shakes hands with the man in the pink suit. Another woman, dressed in a leopard print top and white pants, stands beside them, observing the interaction. The camera follows their movement, capturing the formal and composed demeanor of the group. In the background, other individuals begin to appear, including a woman in a black lace dress holding a white folder.",
+          "The group continues to gather in the hallway, with the woman in the orange and black striped jumpsuit engaging in conversation with the man in the pink suit. The woman in the leopard print top and white pants remains by their side, while the woman in the black lace dress and the man in the purple outfit are now more prominently visible in the background. The camera angle shifts slightly to include these new arrivals, maintaining the formal and elegant atmosphere of the scene.",
+          "The interaction between the woman in the orange and black striped jumpsuit and the man in the pink suit continues, with the woman gesturing as they converse. The woman in the leopard print top and white pants stands close by, while the woman in the black lace dress and the man in the purple outfit observe the exchange. The background remains consistent, with the tall black vases and well-lit interior space providing a sophisticated setting.",
+          "The scene concludes with the group still gathered in the hallway. The woman in the orange and black striped jumpsuit faces the camera directly, continuing her conversation with the man in the pink suit. The woman in the leopard print top and white pants stands close by, while the woman in the black lace dress and the man in the purple outfit are positioned further back, observing the interaction. The camera remains steady, capturing the formal and composed demeanor of all individuals, with the background elements remaining consistent throughout."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_egoschema_95631f78843ae8063f3ecbbc1b8d5cabc0ef1c880069b6330191a492c65611ac",
+    "video_path": "videos/mem_egoschema_95631f78843ae8063f3ecbbc1b8d5cabc0ef1c880069b6330191a492c65611ac.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video shows a man sitting on a couch in a well-lit living room, wearing sunglasses and a blue shirt, holding and manipulating playing cards. The cards are red, white, and blue with visible suits and numbers. On the glass coffee table in front of him is a stationary 'Sorry!' game box with a colorful logo. The camera moves around to capture different angles of the cards as he shuffles and arranges them, occasionally focusing on the 'Sorry!' box. The background includes a large window with greenery outside, a potted plant, and a TV stand with various items."
+        ],
+        "level_2": [
+          "The video begins with a close-up of the man holding and examining the playing cards, which are red, white, and blue with visible suits and numbers. The 'Sorry!' game box is prominently displayed on the glass coffee table. The camera pans around, showing the man from different angles as he shuffles the cards. The living room setting includes a large window with a view of greenery, a potted plant, and a TV stand with books and other items.",
+          "Continuing from the previous scene, the man continues to manipulate the cards, occasionally placing them on the table. The camera captures his actions from various perspectives, including side views and overhead shots. The 'Sorry!' game box remains stationary on the table, and the background elements such as the window, plant, and TV stand are consistently visible.",
+          "Finally, the man is seen arranging the cards on the table, preparing for a game. The camera focuses on his hands and the cards, with occasional shifts to show the 'Sorry!' box and the surrounding room. The natural light from the window illuminates the scene, highlighting the details of the cards and the game box."
+        ],
+        "level_3": [
+          "The video opens with a close-up of the man holding a deck of red, white, and blue playing cards, examining them closely. He is seated on a couch in a bright living room with large windows showing greenery outside. A 'Sorry!' game box sits on the glass coffee table in front of him, and a potted plant is visible near the TV stand.",
+          "As the video progresses, the man begins to shuffle the cards, with the camera capturing his movements from different angles. He places some cards on the table while continuing to hold others. The 'Sorry!' box remains a focal point on the table, and the background includes the window, plant, and TV stand with various items.",
+          "The man continues to arrange the cards on the table, occasionally looking at the 'Sorry!' box. The camera moves around, providing side views and overhead shots of his actions. The natural light from the window enhances the visibility of the cards and the game box, maintaining a consistent focus on these objects.",
+          "In the next segment, the man is seen placing the cards into a specific order on the table, preparing for the game. The camera captures his focused expression and the detailed movements of his hands. The 'Sorry!' box remains stationary, and the background elements, including the window and plant, are consistently visible.",
+          "The video concludes with the man finalizing the arrangement of the cards on the table, ready to start the game. The camera provides a final overview of the scene, showing the 'Sorry!' box, the arranged cards, and the comfortable living room setting with natural light streaming in."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_dl3dv_6fef07ffa088f12f4094d0fe714b7a4132ee630e62d9b5663577783d1cb493c8",
+    "video_path": "videos/mem_dl3dv_6fef07ffa088f12f4094d0fe714b7a4132ee630e62d9b5663577783d1cb493c8.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of a bronze lion statue resting majestically on a circular mulch base, surrounded by a lush green lawn and low-lying shrubs. Behind the statue, a large leafy tree provides partial shade, its branches swaying gently in the breeze. In the background, a red brick building with white trim lines the left side of the frame, while further in the distance, a modern multi-story building with glass windows and concrete panels rises above the treeline. A paved walkway curves along the edge of the grassy area, leading toward the buildings. The camera slowly pans clockwise around the lion statue, revealing its detailed mane with individually sculpted strands, muscular body, and long tail curling upward at the tip. As the camera moves, the perspective shifts to show the statue from multiple angles — front, side, rear, and three-quarter views — highlighting the texture of the bronze surface and the naturalistic posture of the lion lying down with one paw extended. The grassy mound beneath the mulch base slopes gently into the surrounding lawn. Continuing from the rear view, the camera circles back toward the front, capturing the lion’s serene facial expression and the interplay of light and shadow across its form. Finally, the video ends with a close-up of the lion’s head, emphasizing the intricate details of its mane and eyes, as the background elements — the tree, brick building, modern structure, and paved path — remain consistently visible throughout the entire sequence, maintaining spatial continuity and environmental context."
+        ],
+        "level_2": [
+          "The video begins with a full view of a bronze lion statue lying on a mulch-covered circular base, nestled within a well-maintained green lawn bordered by shrubs. Behind the statue stands a large tree with dense foliage, partially shading the sculpture. To the left, a red brick building with white horizontal accents is visible, while in the far background, a modern multi-story building with glass facades can be seen. A paved walkway runs parallel to the lawn, curving gently away from the camera. The camera initiates a slow clockwise pan, starting from the lion’s right flank, revealing its powerful hindquarters and long, curved tail. The mulch base sits atop a slight grassy mound, blending naturally into the surrounding turf. The lion’s detailed mane flows over its shoulders and chest, with each strand meticulously rendered in bronze. The lighting is soft and diffused, suggesting an overcast day or late afternoon sun.",
+          "Continuing from the rear view of the lion statue, the camera completes its clockwise arc, now focusing on the lion’s left flank and then its front. The detailed mane cascades over the lion’s neck and chest, catching subtle highlights. The camera zooms slightly closer, allowing viewers to appreciate the texture of the bronze and the lifelike musculature of the lion’s limbs. The grassy mound beneath the mulch base remains visible, sloping gently into the surrounding lawn. In the background, the tree continues to provide shade, while the red brick building and modern multi-story structure remain fixed in their positions, anchoring the scene. The paved walkway becomes more prominent as the camera angle shifts, showing its clean lines and integration with the landscape. The lion’s face comes into clearer view, revealing calm, watchful eyes and a composed expression, enhancing the statue’s regal presence.",
+          "Finally, the camera completes its full 360-degree orbit around the lion statue, returning to a frontal view that emphasizes the lion’s majestic head and detailed mane. The camera lingers here, slowly zooming in for a close-up of the lion’s face, capturing the fine sculptural work in its eyes, nose, and whisker pads. The background elements — the tree behind the statue, the red brick building to the left, the distant modern building, and the paved walkway — remain consistently visible, reinforcing the setting’s coherence. The grassy mound and mulch base are still clearly defined beneath the statue, grounding it in its landscaped environment. The overall atmosphere is tranquil and contemplative, with no movement other than the steady, smooth camera motion encircling the lion. The video concludes with this intimate portrait of the lion’s face, leaving the viewer with a lasting impression of its noble and serene demeanor."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a medium shot of a bronze lion statue lying on a mulch base, positioned on a grassy mound. The lion faces right, its tail curled upward. Behind it, a large tree with green leaves provides partial shade. To the left, a red brick building with white trim is visible. The surrounding lawn is vibrant green, edged with low shrubs. A paved walkway curves along the background. The camera begins a slow clockwise pan, revealing the lion’s muscular hindquarters and textured mane. As the camera continues its clockwise movement, the lion’s right flank comes into full view. The detailed mane flows over its shoulder, with individual strands clearly sculpted. The mulch base is circular and contrasts with the green lawn. The grassy mound slopes gently downward. In the distance, the modern multi-story building appears between trees. The paved walkway remains visible along the edge of the frame. The lighting is even, casting soft shadows across the statue and ground.",
+          "20-40%: The camera now captures the rear of the lion statue, emphasizing its powerful haunches and the curve of its tail. The tree behind the statue fills more of the upper frame, its leaves rustling slightly. The red brick building remains on the left, while the modern building is more centered in the background. The paved walkway curves out of view temporarily. The mulch base is fully visible from this angle, showing its neat edges against the grassy mound. Moving to the lion’s left flank, the camera reveals the sculpted musculature of its torso and foreleg. The detailed mane drapes over its chest, catching ambient light. The grassy mound beneath the mulch base slopes gently into the surrounding lawn. The tree’s branches frame the top of the shot. The red brick building is now partially obscured by foliage, while the modern building remains visible in the distance. The paved walkway reappears along the right edge of the frame. The camera maintains a steady pace, preserving the serene mood.",
+          "40-60%: The camera now focuses on the lion’s front-left quarter, bringing its face partially into view. The detailed mane frames its head, with strands flowing downward. The lion’s eyes appear calm and watchful. The mulch base and grassy mound remain consistent in composition. The tree behind the statue still provides shade, while the red brick building and modern structure anchor the background. The paved walkway runs parallel to the lawn. The camera begins a slight zoom-in, preparing for a closer look at the lion’s features. Continuing the clockwise pan, the camera centers on the lion’s face, now fully visible from the front-left angle. The detailed mane surrounds its head, with each strand meticulously rendered. The lion’s expression is serene, with softly modeled eyes and nose. The grassy mound and mulch base are clearly defined beneath the statue. The tree, brick building, and modern structure remain in their respective positions. The paved walkway is visible along the right side. The camera maintains its steady movement, enhancing the sense of reverence for the sculpture.",
+          "60-80%: The camera now moves to a direct frontal view of the lion statue, capturing its full majesty. The detailed mane frames its face symmetrically, and its paws rest calmly on the mulch base. The grassy mound slopes gently outward, blending into the green lawn. The tree behind the statue provides a natural backdrop, while the red brick building and modern multi-story structure remain visible in the background. The paved walkway curves along the edge of the scene. The lighting remains soft and even, highlighting the bronze texture without harsh shadows. The camera continues its smooth, deliberate rotation, completing most of the 360-degree orbit around the lion statue, returning toward a frontal perspective that emphasizes the lion’s majestic head and detailed mane.",
+          "80-100%: Finally, the camera completes its orbit with a close-up of the lion’s face, emphasizing the intricate sculptural details — the furrows of its brow, the curve of its nose, and the depth of its eyes. The mane flows around its head, creating a halo effect. The tree, brick building, modern structure, and paved walkway remain visible in the periphery, maintaining environmental consistency. The grassy mound and mulch base are subtly present beneath the statue. The video ends with this intimate portrait, leaving a lasting impression of the lion’s noble and tranquil presence."
+        ],
+        "level_4": [
+          "The video opens with a medium shot of a bronze lion statue lying on a mulch base, positioned on a grassy mound. The lion faces right, its tail curled upward. Behind it, a large tree with green leaves provides partial shade. To the left, a red brick building with white trim is visible. The surrounding lawn is vibrant green, edged with low shrubs. A paved walkway curves along the background. The camera begins a slow clockwise pan, revealing the lion’s muscular hindquarters and textured mane.",
+          "As the camera continues its clockwise movement, the lion’s right flank comes into full view. The detailed mane flows over its shoulder, with individual strands clearly sculpted. The mulch base is circular and contrasts with the green lawn. The grassy mound slopes gently downward. In the distance, the modern multi-story building appears between trees. The paved walkway remains visible along the edge of the frame. The lighting is even, casting soft shadows across the statue and ground.",
+          "The camera now captures the rear of the lion statue, emphasizing its powerful haunches and the curve of its tail. The tree behind the statue fills more of the upper frame, its leaves rustling slightly. The red brick building remains on the left, while the modern building is more centered in the background. The paved walkway curves out of view temporarily. The mulch base is fully visible from this angle, showing its neat edges against the grassy mound. The camera maintains a steady pace, preserving the serene mood.",
+          "Moving to the lion’s left flank, the camera reveals the sculpted musculature of its torso and foreleg. The detailed mane drapes over its chest, catching ambient light. The grassy mound beneath the mulch base slopes gently into the surrounding lawn. The tree’s branches frame the top of the shot. The red brick building is now partially obscured by foliage, while the modern building remains visible in the distance. The paved walkway reappears along the right edge of the frame. The camera continues its smooth, deliberate rotation.",
+          "The camera now focuses on the lion’s front-left quarter, bringing its face partially into view. The detailed mane frames its head, with strands flowing downward. The lion’s eyes appear calm and watchful. The mulch base and grassy mound remain consistent in composition. The tree behind the statue still provides shade, while the red brick building and modern structure anchor the background. The paved walkway runs parallel to the lawn. The camera begins a slight zoom-in, preparing for a closer look at the lion’s features.",
+          "Continuing the clockwise pan, the camera centers on the lion’s face, now fully visible from the front-left angle. The detailed mane surrounds its head, with each strand meticulously rendered. The lion’s expression is serene, with softly modeled eyes and nose. The grassy mound and mulch base are clearly defined beneath the statue. The tree, brick building, and modern structure remain in their respective positions. The paved walkway is visible along the right side. The camera maintains its steady movement, enhancing the sense of reverence for the sculpture.",
+          "The camera now moves to a direct frontal view of the lion statue, capturing its full majesty. The detailed mane frames its face symmetrically, and its paws rest calmly on the mulch base. The grassy mound slopes gently outward, blending into the green lawn. The tree behind the statue provides a natural backdrop, while the red brick building and modern multi-story structure remain visible in the background. The paved walkway curves along the edge of the scene. The lighting remains soft and even, highlighting the bronze texture without harsh shadows.",
+          "Finally, the camera completes its orbit with a close-up of the lion’s face, emphasizing the intricate sculptural details — the furrows of its brow, the curve of its nose, and the depth of its eyes. The mane flows around its head, creating a halo effect. The tree, brick building, modern structure, and paved walkway remain visible in the periphery, maintaining environmental consistency. The grassy mound and mulch base are subtly present beneath the statue. The video ends with this intimate portrait, leaving a lasting impression of the lion’s noble and tranquil presence."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53",
+    "video_path": "videos/mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In a well-lit indoor setting, an adult male wearing a brown t-shirt and glasses stands observing two children in matching yellow polo shirts. The boy gestures animatedly towards a poster on the wall, engaging in a conversation with the girl beside him. The adult remains attentive, occasionally nodding, while the children appear to be explaining or discussing the content of the poster. The background features a potted plant and hanging bags, adding to the casual, educational atmosphere."
+        ],
+        "level_2": [
+          "The scene opens with the adult male standing to the left, hands clasped, as he looks down at the two children. The boy, positioned in the center, begins to speak and gesture towards the poster, drawing the girl's attention. The girl, on the right, listens intently, her expression focused. The adult maintains his posture, observing the interaction between the children.",
+          "As the boy continues to explain, pointing at specific parts of the poster, the girl turns her head slightly to follow his gestures. The adult shifts his gaze between the children and the poster, showing interest in their discussion. The environment remains consistent, with the posters and decorations providing context to their interaction.",
+          "The boy becomes more animated, using both hands to emphasize his points, while the girl nods subtly, indicating understanding. The adult leans slightly forward, appearing more engaged. The camera remains steady, capturing the dynamic exchange between the three individuals."
+        ],
+        "level_3": [
+          "The video begins with the adult male standing on the left, wearing a brown t-shirt and glasses, hands clasped. To his right are two children in yellow polo shirts. The boy starts speaking and gesturing towards a poster on the wall, while the girl stands beside him, listening attentively. The background includes a potted plant and hanging bags, suggesting a casual, educational setting.",
+          "The boy continues to point at the poster, explaining something to the girl. The girl turns her head to look at the poster as well, her expression showing curiosity. The adult male watches them, occasionally nodding, maintaining a calm and observant demeanor. The lighting is consistent, highlighting the details of their clothing and the poster.",
+          "The boy becomes more expressive, using hand gestures to emphasize his points. The girl listens closely, her head slightly tilted, indicating engagement. The adult male shifts his weight slightly, leaning forward to get a better view of the poster. The camera angle remains fixed, focusing on the interaction between the three.",
+          "The boy continues to gesture towards different parts of the poster, explaining its content to the girl. The girl nods and looks at the poster, absorbing the information. The adult male remains attentive, his gaze alternating between the children and the poster. The background elements, including the plant and bags, remain unchanged.",
+          "The boy concludes his explanation, still pointing at the poster, while the girl looks thoughtful, possibly processing what she has learned. The adult male smiles faintly, showing approval or amusement. The scene ends with the three individuals still engaged in their discussion, the poster serving as the focal point of their interaction."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_egoschema_750b40d7ee2b54068d69de8804298a484f32f8d972c347369a147d02132ce7d8",
+    "video_path": "videos/mem_egoschema_750b40d7ee2b54068d69de8804298a484f32f8d972c347369a147d02132ce7d8.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video begins with a close-up view of an open book resting on someone's lap, displaying cream-colored pages with black printed text and a visible chapter title '190 • Great Divide'. The person is seated in a well-lit living room with a glass coffee table, decorative items, and patterned rugs. As the camera moves erratically, the book disappears from view, revealing a large pile of books scattered across the floor near a white shelf. The person then starts picking up the books one by one and placing them back onto the shelf, occasionally showing the covers of various titles such as 'The Perfect Assassin' and 'American Heritage'. The video concludes with the person continuing to organize the books on the shelf."
+        ],
+        "level_2": [
+          "The video opens with a first-person perspective of someone reading an open book with cream-colored pages and black text, titled '190 • Great Divide', resting on their lap in a cozy living room setting. The scene includes a glass coffee table with decorative items and patterned rugs. The camera then abruptly shifts, moving erratically to show a chaotic pile of books scattered on the floor near a white shelf. The next segment shows the person beginning to pick up the books from the floor and carefully placing them back onto the shelf, revealing various book titles as they do so.",
+          "Continuing from the previous scene, the camera focuses on the person's hands as they methodically sort through the pile of books on the floor, selecting titles like 'The Perfect Assassin' and 'American Heritage' to place on the white shelf. The background remains consistent with the living room setting, featuring the glass coffee table and patterned rugs. The person continues to organize the books, occasionally pausing to arrange them neatly on the shelf.",
+          "In the final segment, the camera captures the ongoing process of the person organizing the books on the white shelf. Various titles are visible as they are placed back onto the shelf, including 'Conquest' and 'Desperate Crusade'. The camera pans around the room, showing the progress made in tidying up the scattered books. The video ends with the person still engaged in arranging the remaining books on the shelf."
+        ],
+        "level_3": [
+          "The video starts with a close-up shot of an open book with cream-colored pages and black text, titled '190 • Great Divide', resting on the viewer's lap. The setting is a cozy living room with a glass coffee table, decorative items, and patterned rugs. The person appears to be relaxing and reading in a comfortable chair.",
+          "As the scene progresses, the camera suddenly moves erratically, shifting focus away from the book and revealing a large pile of books scattered across the floor near a white shelf. The person's hand is briefly visible, indicating they are about to start cleaning up the mess.",
+          "The next part of the video shows the person actively picking up the books from the floor and placing them back onto the white shelf. Various book titles become visible, including 'The Perfect Assassin' and 'American Heritage'. The camera follows the person's hands as they sort through the books, occasionally showing the covers of different titles.",
+          "The person continues to organize the books on the shelf, carefully arranging them in a neat order. The camera captures the process from different angles, highlighting the variety of book covers and titles being placed back onto the shelf. The living room setting remains consistent with the glass coffee table and patterned rugs in the background.",
+          "In the final segment, the camera focuses on the person's hands as they continue to tidy up the remaining books on the floor. The video concludes with the person still engaged in organizing the books, with several titles visible on the shelf, including 'Conquest' and 'Desperate Crusade'. The overall atmosphere remains calm and focused on the task of tidying up."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_openhumanvid_be4fb95cc857fd79d91412b4ec979e8e80042522930bd26b6cb3adccdff3b38f",
+    "video_path": "videos/mem_openhumanvid_be4fb95cc857fd79d91412b4ec979e8e80042522930bd26b6cb3adccdff3b38f.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "Two individuals dressed in flowing white attire stand on a small wooden raft floating serenely on a calm river. The backdrop features lush green trees and towering rocky cliffs, creating a tranquil and picturesque scene. The camera slowly zooms out, revealing more of the expansive natural environment, before transitioning to a close-up shot of one person's foot stepping onto the raft, surrounded by scattered petals."
+        ],
+        "level_2": [
+          "The scene opens with two figures in white garments standing still on a narrow wooden raft in the middle of a still river. The surrounding landscape is rich with dense green foliage and rugged cliffs rising majestically in the background. The water reflects the serene environment, enhancing the peaceful atmosphere. As the camera gradually pulls back, the vastness of the natural setting becomes more apparent.",
+          "The two individuals remain motionless on the raft, their white clothing contrasting with the dark water and vibrant greenery. The camera continues its slow retreat, emphasizing the isolation and harmony of the scene. The reflection of the cliffs and trees in the water adds depth and symmetry to the composition.",
+          "The perspective shifts dramatically as the camera moves closer to the raft, focusing on the details of the environment. The final frame captures a close-up of one individual's foot, clad in a soft, gray boot, gently stepping onto the raft amidst a scattering of delicate petals."
+        ],
+        "level_3": [
+          "The video begins with a wide shot of two people in white robes standing on a small wooden raft centered in a calm river. The river is flanked by dense green trees and backed by imposing rocky cliffs. The water is so still that it mirrors the surrounding scenery perfectly, creating a sense of tranquility and timelessness.",
+          "As the camera slowly zooms out, the full scope of the natural setting is revealed. The lush greenery and towering cliffs dominate the background, while the raft remains the focal point in the center of the frame. The stillness of the water enhances the reflective quality, doubling the beauty of the landscape.",
+          "The camera continues its gradual retreat, further emphasizing the vastness of the environment. The two figures on the raft remain unchanged, their white attire standing out against the darker tones of the water and the greenery. The reflection in the water becomes more prominent, adding a layer of visual complexity.",
+          "The scene transitions smoothly as the camera moves closer to the raft, shifting focus from the broader landscape to the details of the immediate surroundings. The water's surface is now visible, showing subtle ripples and the gentle movement of the raft.",
+          "In the final segment, the camera focuses tightly on one individual's foot, clad in a soft gray boot, as it steps onto the raft. The ground is covered with scattered petals, adding a delicate and ethereal touch to the scene. The close-up shot highlights the texture of the boot and the softness of the petals, concluding the video with a sense of intimacy and detail."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_egoschema_6e6d8ac0bf3645033f8d5d2908cdcf0082be447c49118a75867d4aaf4e018872",
+    "video_path": "videos/mem_egoschema_6e6d8ac0bf3645033f8d5d2908cdcf0082be447c49118a75867d4aaf4e018872.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video shows a person sitting on the floor in a room with a tiled floor, working on assembling a white rectangular wooden piece. The person uses a tool to cut and shape the wood while a Siamese cat wearing a blue collar watches from near a window. The person measures, sands, and manipulates the small white wooden component, occasionally interacting with cardboard tubes arranged nearby. The cat moves around the workspace, sometimes approaching the person or the materials, and at one point, it plays with a cardboard tube. The scene is well-lit by natural light coming through the window, and the overall activity centers around crafting and the playful presence of the cat."
+        ],
+        "level_2": [
+          "The video begins with a person seated on the floor, holding a small white rectangular wooden piece and a tool, preparing to work on it. The person is surrounded by various cardboard tubes and other wooden components. A Siamese cat with a blue collar enters the frame, observing the person from near a window. The person then picks up a measuring tape and begins to measure the wooden piece. The cat continues to watch, moving closer to the workspace.",
+          "In the middle section, the person places the wooden piece down and starts sanding it with a sanding block. The cat remains nearby, occasionally shifting its position but staying within the frame. The person continues to smooth the edges of the wooden piece, ensuring it is ready for assembly. The cat seems curious about the activity, watching intently.",
+          "The final part shows the person picking up the sanded wooden piece again and using the tool to make precise cuts. The cat becomes more active, playing with one of the cardboard tubes and moving around the workspace. The person continues to work on the wooden piece, occasionally glancing at the cat, which adds a playful element to the scene. The video concludes with the person still focused on the task, while the cat explores the area."
+        ],
+        "level_3": [
+          "The video opens with a person sitting cross-legged on a tiled floor, holding a small white rectangular wooden piece and a tool. The person is dressed in an orange towel and a green shirt, with several bracelets on their wrist. Nearby, there are cardboard tubes and other wooden pieces scattered around. A Siamese cat with a blue collar appears from behind a window, watching the person curiously.",
+          "The person begins to measure the white wooden piece using a measuring tape, placing it carefully on the floor. The cat moves closer, sitting near the window and observing the activity. The person then sets the measuring tape aside and picks up a sanding block to smooth the edges of the wooden piece. The cat remains attentive, occasionally shifting its gaze between the person and the materials.",
+          "Next, the person continues to sand the wooden piece, focusing on achieving a smooth finish. The cat moves around the workspace, sometimes getting closer to the person and other times retreating slightly. The person occasionally pauses to adjust the wooden piece or pick up another tool. The cat's curiosity is evident as it watches the person's every move.",
+          "The person then picks up the sanded wooden piece and uses the tool to make precise cuts. The cat becomes more active, playing with one of the cardboard tubes and moving around the area. The person continues to work on the wooden piece, occasionally glancing at the cat, which adds a playful dynamic to the scene. The person adjusts the wooden piece and makes further modifications.",
+          "In the final segment, the person continues to refine the white wooden piece, making final adjustments with the tool. The cat is now more engaged, playing with the cardboard tubes and exploring the workspace. The person remains focused on the task, occasionally interacting with the cat. The video ends with the person still working on the wooden piece, while the cat continues to play nearby."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_dl3dv_2f210d115b5875bd6a921b30137d08f30ef7b8f844b2d82e63ed23171ce9d3bd",
+    "video_path": "videos/mem_dl3dv_2f210d115b5875bd6a921b30137d08f30ef7b8f844b2d82e63ed23171ce9d3bd.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide, slow panning shot moving left to right across an empty airport baggage claim area. The scene is dominated by a long, curved metallic baggage carousel with a polished stainless steel exterior and a black rubber conveyor belt that remains stationary throughout. At the far left end of the carousel, a black curtain hangs vertically at the entrance where luggage would emerge, partially obscuring the dark interior behind it. The surrounding walls are covered in large beige square tiles arranged in a grid pattern, extending from floor to ceiling. The ceiling features recessed circular lighting fixtures evenly spaced along its length, casting soft, even illumination. As the camera pans right, a blue directional sign becomes visible on the far right wall, mounted high above the carousel. The floor is made of light-colored speckled terrazzo tiles, reflecting ambient light. The camera continues its smooth arc around the carousel’s curve, revealing more of the beige tiled wall and the full length of the metallic structure. In the background, glimpses of glass partitions and distant doors can be seen, but no people or luggage are present. The environment feels sterile, quiet, and modern. Finally, the camera completes its sweep back toward the left, returning to frame the black curtain at the carousel entrance, bringing the shot full circle while maintaining consistent framing and lighting throughout."
+        ],
+        "level_2": [
+          "The video begins with a slow left-to-right pan across an empty airport baggage claim area. The focus is on a long, curved metallic baggage carousel with a polished stainless steel surface and a black conveyor belt. On the far left, a black curtain hangs at the carousel’s entrance, partially concealing the dark interior. The walls are clad in beige square tiles, and recessed ceiling lights illuminate the space evenly. The camera movement reveals the curvature of the carousel and the reflective terrazzo floor.",
+          "Continuing from the previous segment, the camera pans further right, showcasing the full length of the metallic baggage carousel. The beige tiled wall continues uninterrupted along the back, and the polished metal reflects the overhead lighting. A blue directional sign appears on the far right wall, positioned above the carousel. No luggage or people are visible; the space remains pristine and unoccupied. The camera maintains a steady, smooth motion as it captures the architectural details and spatial layout.",
+          "Finally, the camera begins to arc back toward the left, completing its panoramic sweep. It passes the blue sign again and gradually returns to the starting point, re-framing the black curtain at the carousel entrance. The metallic surface of the carousel gleams under the consistent lighting, and the beige tiled walls remain prominent. The terrazzo floor reflects the surroundings subtly. The video ends with the camera positioned similarly to the opening shot, creating a seamless loop-like visual narrative without any interruptions or changes in environment."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a slow left-to-right pan across an empty airport baggage claim area. The metallic baggage carousel dominates the foreground, featuring a polished stainless steel exterior and a black rubber conveyor belt. On the far left, a black curtain hangs at the carousel entrance, partially obscuring the dark interior behind it. Beige tiled walls extend into the background under recessed ceiling lights. The camera moves slightly right, revealing more of the curved metallic baggage carousel while the black curtain remains visible on the left edge of the frame. The terrazzo floor reflects ambient light, and the motion is smooth and steady.",
+          "20-40%: Continuing the pan, the camera shows the midsection of the metallic baggage carousel; the black curtain is no longer in view. The beige tiled wall stretches across the entire background, and the polished metal surface reflects the overhead lighting. The environment remains devoid of people or luggage, enhancing the sense of emptiness and sterility. As the pan progresses, the right side of the carousel comes into full view, with the beige tiled wall continuing uninterrupted and the terrazzo floor visible below. The camera motion remains fluid and deliberate.",
+          "40-60%: The camera reaches the far right end of the carousel, where a blue directional sign becomes visible on the wall above. The metallic surface gleams under the lighting, and the beige tiled wall extends beyond the sign. The camera begins to slowly curve back toward the left, initiating the return sweep. Continuing the arc back to the left, the camera now shows the rear portion of the carousel from a slightly different angle. The blue sign remains in view for a moment before exiting the frame. The beige tiled wall and polished metal continue to dominate the scene, with no changes in lighting or occupancy.",
+          "60-80%: The camera pans further left, returning to the central section of the metallic baggage carousel. The curved structure is fully visible, and the beige tiled wall forms a continuous backdrop. The terrazzo floor reflects the surroundings subtly. The smooth, looping motion reinforces the quiet, empty atmosphere of the space. The camera continues its arc, passing the blue sign again (now re-entering briefly) and gradually approaching the left side of the carousel, bringing the curvature back into prominence.",
+          "80-100%: Finally, the camera completes its arc, returning to the initial framing that includes the black curtain at the carousel entrance on the far left. The metallic baggage carousel, beige tiled wall, and ambient lighting remain consistent. The video ends with a stable, symmetrical composition mirroring the opening shot, closing the visual loop. The terrazzo floor reflects the surroundings subtly, and the environment remains pristine, unoccupied, and sterile throughout."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a slow left-to-right pan across an empty airport baggage claim area. The metallic baggage carousel dominates the foreground, featuring a polished stainless steel exterior and a black rubber conveyor belt. On the far left, a black curtain hangs at the carousel entrance, partially obscuring the dark interior behind it. Beige tiled walls extend into the background under recessed ceiling lights.",
+          "Part 2/8: Continuing the pan, the camera moves slightly right, revealing more of the curved metallic baggage carousel. The black curtain remains visible on the left edge of the frame. The beige tiled wall continues along the back, and the terrazzo floor reflects ambient light. The camera maintains a smooth, steady motion, emphasizing the clean, modern architecture.",
+          "Part 3/8: The camera continues its rightward pan, now showing the midsection of the metallic baggage carousel. The black curtain is no longer in view. The beige tiled wall stretches across the entire background, and the polished metal surface reflects the overhead lighting. The environment remains devoid of people or luggage, enhancing the sense of emptiness and sterility.",
+          "Part 4/8: As the pan progresses, the right side of the metallic baggage carousel comes into full view. The beige tiled wall continues uninterrupted, and the terrazzo floor remains visible below. The camera motion is fluid and deliberate, capturing the sleek design of the carousel and the uniformity of the tiled surfaces.",
+          "Part 5/8: The camera reaches the far right end of the carousel, where a blue directional sign becomes visible on the wall above. The metallic surface gleams under the lighting, and the beige tiled wall extends beyond the sign. The camera begins to slowly curve back toward the left, initiating the return sweep.",
+          "Part 6/8: Continuing the arc back to the left, the camera now shows the rear portion of the carousel from a slightly different angle. The blue sign remains in view for a moment before exiting the frame. The beige tiled wall and polished metal continue to dominate the scene, with no changes in lighting or occupancy.",
+          "Part 7/8: The camera pans further left, returning to the central section of the metallic baggage carousel. The curved structure is fully visible, and the beige tiled wall forms a continuous backdrop. The terrazzo floor reflects the surroundings subtly. The smooth, looping motion reinforces the quiet, empty atmosphere of the space.",
+          "Part 8/8: Finally, the camera completes its arc, returning to the initial framing that includes the black curtain at the carousel entrance on the far left. The metallic baggage carousel, beige tiled wall, and ambient lighting remain consistent. The video ends with a stable, symmetrical composition mirroring the opening shot, closing the visual loop."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_dl3dv_5a47c078618098f3299850ad1bbc4f361fc4e6897cc525cf9afac6dc5bc7b4a8",
+    "video_path": "videos/mem_dl3dv_5a47c078618098f3299850ad1bbc4f361fc4e6897cc525cf9afac6dc5bc7b4a8.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of a serene park scene under bright daylight, featuring a stone picnic table surrounded by tree stump seats nestled among lush greenery. Willow trees with cascading branches frame the area, casting dappled shadows on the ground. A purple-painted path winds through the background, curving gently to the left and right, bordered by grassy banks and scattered trees. In the distance, several park benches are visible along the path, some occupied by people relaxing. The camera slowly pans clockwise around the stone picnic table, revealing more of the surrounding landscape including additional willow trees, the purple path extending into the distance, and the gentle slope of the terrain. As the pan continues, the camera tilts slightly upward to capture the canopy of leaves and the clear blue sky peeking through. The movement is smooth and deliberate, emphasizing the tranquility of the setting. Continuing from this motion, the camera completes its arc, returning to face the picnic table from a slightly different angle, now highlighting the contrast between the rustic stone furniture and the vibrant purple path nearby. Finally, the camera subtly zooms out to encompass the entire arrangement — stone table, stump seats, willow trees, distant park benches, and the winding purple path — before holding steady for the last moment, capturing the full harmony of the natural and man-made elements in this peaceful outdoor space."
+        ],
+        "level_2": [
+          "The video starts with a wide shot of a tranquil park setting under sunny skies. A stone picnic table is centered among several tree stump seats, surrounded by willow trees with long, drooping branches. To the left and right, a vivid purple-painted path curves gently through the scene, flanked by grassy areas and scattered trees. In the background, distant park benches are faintly visible along the path. The camera begins a slow clockwise pan, gradually revealing more of the environment while keeping the picnic table and stump seats as the focal point. The lighting is bright and natural, casting soft shadows across the ground.",
+          "Continuing from the initial pan, the camera moves further around the stone picnic table, now showing the backside of the setup with more willow trees and the purple path extending deeper into the park. The distant park benches become more distinct as the camera angle shifts, revealing people seated and walking along the path. The terrain slopes gently upward behind the picnic area, dotted with shrubs and young trees. Sunlight filters through the leaves, creating dynamic patterns of light and shadow. The camera maintains a smooth, continuous motion, enhancing the calm atmosphere of the scene.",
+          "Finally, the camera completes its circular sweep, returning to a frontal view of the stone picnic table and stump seats, now framed differently with the purple path visible on both sides. The willow trees sway gently in a light breeze, their branches brushing against each other. The distant park benches remain in view, reinforcing the sense of depth and scale. The camera subtly pulls back to include the full context — the table, stumps, trees, path, and benches — all harmoniously arranged under the clear blue sky. The video ends with a still, composed shot that encapsulates the peaceful beauty of the park setting."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a wide, sunlit view of a park featuring a stone picnic table surrounded by tree stump seats. Willow trees with long, hanging branches encircle the area. A purple-painted path curves to the left in the background, with distant park benches visible along its edge. Shadows from the trees dapple the ground beneath the table. The camera begins a slow clockwise pan, shifting focus slightly to reveal more of the purple path as it bends to the right. The stone picnic table remains central, but the perspective now includes more of the grassy bank and additional willow trees to the right. Distant park benches are still visible, now appearing slightly closer due to the camera’s movement.",
+          "20-40%: Continuing the pan, the camera reveals the rear side of the picnic table setup. The purple path now stretches farther into the background, winding past a gentle slope covered in grass and small shrubs. More willow trees come into view, their branches swaying lightly. The distant park benches are partially obscured by foliage but still discernible. As the pan progresses, the camera tilts slightly upward, bringing the canopy of willow leaves and the blue sky into greater prominence. The stone picnic table and stump seats are now viewed from a higher angle, emphasizing their placement within the natural setting. The purple path continues to wind through the background, and the distant park benches remain visible at the far end of the curve.",
+          "40-60%: The camera continues its clockwise motion, now capturing the right flank of the picnic area. The purple path curves sharply to the right, leading toward a cluster of trees. The stone table and stump seats are seen from a side angle, with sunlight glinting off the stone surface. The distant park benches are now more clearly visible, with one person sitting on a bench. The camera continues its arc, now showing the picnic table from a three-quarter rear view. The purple path is prominent on the right side of the frame, leading toward a small hill. Willow trees dominate the upper portion of the shot, with their branches creating a natural archway. The distant park benches are still visible, though partially hidden by intervening trees.",
+          "60-80%: The camera nears the completion of its circular pan, now facing the picnic table from a front-left angle. The purple path is visible on both sides of the frame, framing the scene symmetrically. The tree stump seats and stone table are fully illuminated by sunlight. The distant park benches appear smaller but still present, adding depth to the composition. The willow trees sway gently in a light breeze, their branches brushing against each other. The terrain slopes gently upward behind the picnic area, dotted with shrubs and young trees. Sunlight filters through the leaves, creating dynamic patterns of light and shadow. The camera maintains a smooth, continuous motion, enhancing the calm atmosphere of the scene.",
+          "80-100%: Finally, the camera holds steady on a wide, balanced shot of the entire picnic area — stone table, stump seats, willow trees, and the purple-painted path curving gracefully on either side. The distant park benches are visible in the background, completing the tranquil park scene. The lighting remains bright and natural, with shadows gently shifting as the video concludes. The camera subtly zooms out to encompass the full arrangement — stone table, stump seats, willow trees, distant park benches, and the winding purple path — before holding steady for the last moment, capturing the full harmony of the natural and man-made elements in this peaceful outdoor space."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a wide, sunlit view of a park featuring a stone picnic table surrounded by tree stump seats. Willow trees with long, hanging branches encircle the area. A purple-painted path curves to the left in the background, with distant park benches visible along its edge. Shadows from the trees dapple the ground beneath the table.",
+          "Part 2/8: The camera begins a slow clockwise pan, shifting focus slightly to reveal more of the purple path as it bends to the right. The stone picnic table remains central, but the perspective now includes more of the grassy bank and additional willow trees to the right. Distant park benches are still visible, now appearing slightly closer due to the camera’s movement.",
+          "Part 3/8: Continuing the pan, the camera reveals the rear side of the picnic table setup. The purple path now stretches farther into the background, winding past a gentle slope covered in grass and small shrubs. More willow trees come into view, their branches swaying lightly. The distant park benches are partially obscured by foliage but still discernible.",
+          "Part 4/8: The camera continues its clockwise motion, now capturing the right flank of the picnic area. The purple path curves sharply to the right, leading toward a cluster of trees. The stone table and stump seats are seen from a side angle, with sunlight glinting off the stone surface. The distant park benches are now more clearly visible, with one person sitting on a bench.",
+          "Part 5/8: As the pan progresses, the camera tilts slightly upward, bringing the canopy of willow leaves and the blue sky into greater prominence. The stone picnic table and stump seats are now viewed from a higher angle, emphasizing their placement within the natural setting. The purple path continues to wind through the background, and the distant park benches remain visible at the far end of the curve.",
+          "Part 6/8: The camera continues its arc, now showing the picnic table from a three-quarter rear view. The purple path is prominent on the right side of the frame, leading toward a small hill. Willow trees dominate the upper portion of the shot, with their branches creating a natural archway. The distant park benches are still visible, though partially hidden by intervening trees.",
+          "Part 7/8: The camera nears the completion of its circular pan, now facing the picnic table from a front-left angle. The purple path is visible on both sides of the frame, framing the scene symmetrically. The tree stump seats and stone table are fully illuminated by sunlight. The distant park benches appear smaller but still present, adding depth to the composition.",
+          "Part 8/8: Finally, the camera holds steady on a wide, balanced shot of the entire picnic area — stone table, stump seats, willow trees, and the purple-painted path curving gracefully on either side. The distant park benches are visible in the background, completing the tranquil park scene. The lighting remains bright and natural, with shadows gently shifting as the video concludes."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_dl3dv_74bf8aa3d43161b484c5df51374713dff593fc97e801e0de253ef6319be5d75b",
+    "video_path": "videos/mem_dl3dv_74bf8aa3d43161b484c5df51374713dff593fc97e801e0de253ef6319be5d75b.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of an outdoor park-like setting under an overcast sky, featuring two dark bronze ox sculptures resting side by side on a weathered concrete pedestal with visible rust stains along its edges. The camera slowly circles clockwise around the sculpture, revealing a red and white striped pole adorned with hanging spherical lanterns positioned to the left of the frame. Behind the sculpture runs a smooth asphalt road bordered by sparse grass and young trees with thin trunks and green foliage. As the camera continues its circular motion, it reveals more of the surrounding environment: additional trees in the background, patches of dry grass and gravel near the base, and distant structures partially obscured by vegetation. The oxen are depicted lying down, heads raised, horns curving upward, tails extending behind them — one slightly overlapping the other. The camera movement is smooth and steady, maintaining consistent distance from the sculpture while gradually shifting perspective to show all sides. Continuing from the mid-point, the camera completes its arc, returning to a frontal view that mirrors the opening shot but from a slightly altered angle, emphasizing the symmetry of the sculpture against the natural backdrop. Finally, the video ends with a gentle pull-back as the full scene — including the red and white pole, the sculpture, the road, and the encircling trees — comes into balanced composition, reinforcing the tranquil, slightly rustic ambiance of the location."
+        ],
+        "level_2": [
+          "The video starts with a medium-wide shot of two bronze ox sculptures lying side by side on a concrete pedestal with rust stains, set in a grassy, tree-lined area. To the left stands a red and white striped pole decorated with hanging lanterns. Behind the sculpture stretches an asphalt road, flanked by young trees and patches of grass. The camera begins a slow, clockwise orbit around the sculpture, capturing the texture of the bronze, the posture of the oxen (heads up, horns curved), and the surrounding natural elements under diffuse daylight.",
+          "Continuing from the first segment, the camera has moved halfway around the sculpture, now showing its right flank and rear. The red and white pole is no longer in frame, replaced by more trees and open space behind the sculpture. The asphalt road remains visible in the background, curving slightly out of view. The camera maintains steady motion, revealing details like the tail positioning and the slight overlap of the two oxen. The grassy terrain around the pedestal shows signs of wear, with exposed soil and scattered leaves. The overcast sky casts soft, even lighting across the scene.",
+          "Finally, the camera completes its circular path, returning to a frontal view similar to the start but from a subtly different angle. The red and white striped pole reappears on the left, framing the sculpture once again. The asphalt road and surrounding trees form a consistent backdrop. The camera gently pulls back, offering a wider perspective that balances all key elements: the ox sculptures, the pedestal, the pole with lanterns, the road, and the natural surroundings. The video ends with this composed, tranquil scene, emphasizing harmony between art and nature."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a static wide shot of two bronze ox sculptures lying side by side on a concrete pedestal with rust streaks. A red and white striped pole with hanging lanterns stands to the left. Behind the sculpture, an asphalt road runs horizontally, bordered by grass and scattered trees under an overcast sky. The camera begins a slow clockwise pan, moving slightly closer to the sculpture; the front-facing oxen are clearly visible — heads raised, horns curving upward, tails extended — while the red and white pole remains prominent on the left and the road and trees stay in view.",
+          "20-40%: Continuing the clockwise movement, the camera shifts to show the left side of the sculpture, with the red and white pole now partially cut off at the edge of the frame. The texture of the bronze and rust on the pedestal become more detailed. The asphalt road curves gently into the distance, flanked by leafy trees. The camera then reaches the rear-left angle of the sculpture, where the red and white pole is no longer visible; focus shifts to the backs and tails of the oxen, with the road still visible behind, and grass, gravel, and more trees filling the background for depth.",
+          "40-60%: Midway through the orbit, the camera captures the rear-right side of the sculpture, emphasizing the tails and hindquarters of the oxen; the asphalt road remains in the background but becomes less dominant as trees and shrubs fill the frame, with occasional glimpses of distant structures through foliage. The camera then moves to the right flank of the sculpture, showing the profile of the oxen from the side; the rust-stained concrete pedestal is fully visible from this angle, and the road is still present in the background, though surrounding trees and grassy areas take precedence in composition.",
+          "60-80%: Approaching the final quarter of the circle, the camera reveals the front-right angle of the sculpture; the red and white striped pole begins to reappear on the far left edge of the frame. The soft, even lighting highlights the contours of the bronze oxen and the texture of the pedestal. As the camera continues its arc, it transitions toward the frontal view, with the pole becoming increasingly visible again and the road and trees forming a consistent backdrop.",
+          "80-100%: The camera completes its circular motion, returning to a frontal view similar to the opening shot but slightly adjusted. The red and white pole with lanterns is fully back in frame on the left; the asphalt road and surrounding trees create a balanced backdrop. The video ends with a gentle zoom-out, encompassing all key elements — the ox sculptures, the pedestal, the pole with lanterns, the road, and the natural surroundings — in a serene, composed final shot that reinforces the tranquil, rustic ambiance."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a static wide shot of two bronze ox sculptures lying side by side on a concrete pedestal with rust streaks. A red and white striped pole with hanging lanterns stands to the left. Behind the sculpture, an asphalt road runs horizontally, bordered by grass and scattered trees under an overcast sky.",
+          "Part 2/8: The camera begins a slow clockwise pan, moving slightly closer to the sculpture. The front-facing oxen are clearly visible — heads raised, horns curving upward, tails extended. The red and white pole remains prominent on the left, while the asphalt road and trees in the background stay in view.",
+          "Part 3/8: Continuing the clockwise movement, the camera shifts to show the left side of the sculpture. The red and white pole is now partially cut off at the edge of the frame. The texture of the bronze and the rust on the pedestal become more detailed. The asphalt road curves gently into the distance, flanked by leafy trees.",
+          "Part 4/8: The camera reaches the rear-left angle of the sculpture. The red and white pole is no longer visible. The focus is now on the backs and tails of the oxen, with the asphalt road still visible behind. Grass and gravel surround the pedestal, and more trees fill the background, creating depth.",
+          "Part 5/8: Midway through the orbit, the camera captures the rear-right side of the sculpture. The tails and hindquarters of the oxen are emphasized. The asphalt road remains in the background, though less dominant. Trees and shrubs dominate the frame, with occasional glimpses of distant structures through the foliage.",
+          "Part 6/8: The camera moves to the right flank of the sculpture, now showing the profile of the oxen from the side. The rust-stained concrete pedestal is fully visible from this angle. The asphalt road is still present in the background, but the surrounding trees and grassy areas take precedence in the composition.",
+          "Part 7/8: Approaching the final quarter of the circle, the camera reveals the front-right angle of the sculpture. The red and white striped pole begins to reappear on the far left edge of the frame. The lighting remains soft and even, highlighting the contours of the bronze oxen and the texture of the pedestal.",
+          "Part 8/8: The camera completes its circular motion, returning to a frontal view similar to the opening shot but slightly adjusted. The red and white pole with lanterns is fully back in frame on the left. The asphalt road and surrounding trees create a balanced backdrop. The video ends with a gentle zoom-out, encompassing all mandatory landmarks in a serene, composed final shot."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_dl3dv_8093e8ff907550e4a3a9843e6c32ddfd147a58c2ae0213649e54356906c7709c",
+    "video_path": "videos/mem_dl3dv_8093e8ff907550e4a3a9843e6c32ddfd147a58c2ae0213649e54356906c7709c.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a sweeping panoramic view of a spacious, brightly lit modern furniture showroom. The camera glides smoothly from left to right, revealing a white shiplap wall adorned with a large round mirror that reflects the ceiling lights and nearby plants, creating soft, shimmering reflections. Below the mirror sits a wooden console table holding a tall vase with dried branches. As the camera moves forward, it passes a woven armchair draped with a mustard-yellow throw blanket, then pans slightly right to reveal a large potted plant with broad green leaves standing beside a low-profile sofa. Continuing from this point, the camera tracks past a promotional sign reading '20+ fresh tonal shades' mounted on a freestanding white display panel. Beyond the sign, the space opens into a wide aisle flanked by curated furniture vignettes including sofas, side tables, and lamps under recessed spotlights. The camera then turns left, revealing a tall rectangular mirror mounted on a white pillar, reflecting an aisle lined with metal shelving units displaying folded textiles and decorative pillows. The reflection also captures the overhead lighting and distant displays. Moving further, the camera circles back toward the entrance area, passing again by the round mirror on the white wall — now seen from a different angle — which once more shows reflections of ceiling lights and surrounding furniture. Finally, the camera sweeps across the entire showroom floor one last time, capturing the warm wood flooring, high ceilings with exposed beams, and strategically placed indoor trees and mirrors that amplify spatial depth. The sequence ends with a slow pull-back shot that encompasses the full breadth of the showroom, emphasizing its open-plan layout, natural materials, and harmonious color palette."
+        ],
+        "level_2": [
+          "The video starts with a smooth tracking shot moving from left to right through a modern, well-lit furniture showroom. A white shiplap wall features a large round mirror reflecting ceiling lights and nearby plants, creating soft glints. Beneath it stands a wooden console table with a vase holding dried branches. The camera continues forward, passing a woven armchair with a mustard-yellow throw, then reveals a large potted plant with broad green leaves next to a low-profile sofa. The scene is bathed in warm ambient light from recessed ceiling fixtures.",
+          "Continuing from the previous segment, the camera glides past a freestanding white display panel featuring a bold sign reading '20+ fresh tonal shades'. It then enters a wider aisle showcasing multiple furniture arrangements: sofas, side tables, and lamps under spotlights. The camera pans slightly to reveal a tall rectangular mirror mounted on a white pillar, reflecting an adjacent aisle lined with metal shelving units filled with folded textiles and decorative pillows. Reflections of ceiling lights and distant displays are visible in the mirror’s surface, enhancing the sense of depth and openness.",
+          "Finally, the camera turns left and circles back toward the entrance area, offering a new perspective on the round mirror on the white wall — now showing reflections of ceiling lights and surrounding furniture from a different angle. The camera sweeps across the showroom floor, highlighting the warm wood flooring, high ceilings with exposed beams, and strategically placed indoor trees and mirrors. The sequence concludes with a slow pull-back shot encompassing the entire showroom, emphasizing its open-plan layout, natural materials, and harmonious color palette."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a smooth tracking shot moving left to right along a white shiplap wall. A large round mirror mounted on the wall reflects ceiling lights and nearby plants, creating soft shimmering reflections. Below the mirror sits a wooden console table with a tall vase containing dried branches. The camera begins to move forward slowly, revealing polished wood flooring and ambient lighting from recessed ceiling fixtures.",
+          "20-40%: Continuing forward, the camera passes a woven armchair draped with a mustard-yellow throw blanket. To the right, a large potted plant with broad green leaves stands beside a low-profile dark gray sofa. The camera pans slightly right, revealing more of the open-plan showroom layout with multiple furniture vignettes arranged under warm overhead lighting. The camera then glides past a freestanding white display panel featuring a prominent sign reading '20+ fresh tonal shades', with a partial view of a seating area behind it.",
+          "40-60%: The camera moves deeper into the showroom, revealing an expansive aisle flanked by sofas, side tables, and decorative lamps, all illuminated by recessed spotlights. The camera pans slightly left, bringing into frame a tall rectangular mirror mounted on a white pillar. The mirror reflects an adjacent aisle lined with metal shelving units displaying folded textiles and decorative pillows. The reflection captures ceiling lights, distant furniture displays, and the organized shelving, enhancing spatial depth.",
+          "60-80%: Focusing briefly on the tall rectangular mirror to emphasize its layered reflections, the camera then turns left and glides backward slightly, offering a new perspective on the round mirror previously seen at the start. Now viewed from a different angle, the mirror again reflects ceiling lights and surrounding furniture, reinforcing the showroom’s symmetrical design. The wooden console table with the vase remains visible beneath the mirror. The camera sweeps horizontally across the showroom floor, capturing the warm wood flooring, high ceilings with exposed beams, and strategically placed indoor trees and mirrors that amplify openness.",
+          "80-100%: Finally, the camera pulls back slowly, encompassing the entire showroom in a wide-angle shot. The full expanse of the space is revealed—from the entrance area with the round mirror and console table to the farthest furniture vignettes. The warm lighting, natural materials, and balanced color palette culminate in a cohesive, inviting retail environment designed for immersive browsing."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a smooth tracking shot moving left to right along a white shiplap wall. A large round mirror mounted on the wall reflects ceiling lights and nearby plants, creating soft shimmering reflections. Below the mirror sits a wooden console table with a tall vase containing dried branches. The camera begins to move forward slowly, revealing polished wood flooring and ambient lighting from recessed ceiling fixtures.",
+          "Part 2/8: Continuing forward, the camera passes a woven armchair draped with a mustard-yellow throw blanket. To the right, a large potted plant with broad green leaves stands beside a low-profile dark gray sofa. The camera pans slightly right, revealing more of the open-plan showroom layout with multiple furniture vignettes arranged under warm overhead lighting.",
+          "Part 3/8: The camera glides past a freestanding white display panel featuring a prominent sign reading '20+ fresh tonal shades'. Behind the sign, a partial view of a seating area with neutral-toned upholstery and accent pillows is visible. The camera maintains steady forward motion, transitioning into a wider aisle lined with curated furniture displays.",
+          "Part 4/8: The camera moves deeper into the showroom, revealing an expansive aisle flanked by sofas, side tables, and decorative lamps. Recessed spotlights illuminate each vignette. The camera pans slightly left, bringing into frame a tall rectangular mirror mounted on a white pillar. The mirror reflects an adjacent aisle lined with metal shelving units displaying folded textiles and decorative pillows.",
+          "Part 5/8: Focusing on the tall rectangular mirror, the camera holds briefly to emphasize the reflections of ceiling lights, distant furniture displays, and the organized shelving behind. The reflection creates a layered visual effect, adding depth to the scene. The camera then begins to turn left, preparing to circle back toward the entrance area.",
+          "Part 6/8: The camera turns left and glides backward slightly, offering a new perspective on the round mirror previously seen at the start. Now viewed from a different angle, the mirror again reflects ceiling lights and surrounding furniture, reinforcing the showroom’s symmetrical design. The wooden console table with the vase remains visible beneath the mirror.",
+          "Part 7/8: The camera sweeps horizontally across the showroom floor, capturing the warm wood flooring, high ceilings with exposed beams, and strategically placed indoor trees. Mirrors throughout the space reflect light and furniture, enhancing the sense of openness. The camera movement is slow and deliberate, allowing viewers to absorb the curated aesthetic and spatial harmony.",
+          "Part 8/8: Finally, the camera pulls back slowly, encompassing the entire showroom in a wide-angle shot. The full expanse of the space is revealed — from the entrance area with the round mirror and console table to the farthest furniture vignettes. The warm lighting, natural materials, and balanced color palette culminate in a cohesive, inviting retail environment designed for immersive browsing."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_egoschema_2744130b53b06f32d36a6fa01295c2e44f305f7c298b006d46429ef376d73646",
+    "video_path": "videos/mem_egoschema_2744130b53b06f32d36a6fa01295c2e44f305f7c298b006d46429ef376d73646.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video shows a first-person perspective of a person playing a silver clarinet in a bedroom setting. The clarinet has a black mouthpiece and numerous silver keys that reflect light as the player's hands move over them. The player, wearing a light gray long-sleeve shirt, black pants, and white sandals with red stripes, sits cross-legged on the floor. In front of them is a music stand holding sheet music titled 'Concerto in D Major.' To the left, a dark wooden dresser supports a smartphone displaying a music app, which the player occasionally interacts with by tapping or swiping. The background includes a bed with light blue bedding and another wind instrument, possibly a saxophone, leaning against the wall. The camera remains steady, focusing on the hands and the clarinet throughout."
+        ],
+        "level_2": [
+          "The video opens with a close-up view of a person's hands holding a silver clarinet, preparing to play. The clarinet's shiny surface reflects light as the fingers adjust their position on the keys. The player, dressed in a light gray shirt and black pants, sits cross-legged on the floor in a bedroom. A music stand in front displays sheet music for a 'Concerto in D Major,' and to the left, a smartphone on a dresser shows a music app interface. The player taps the phone screen, likely controlling playback, while keeping their focus on the clarinet. The scene is calm, with soft lighting highlighting the metallic sheen of the instrument.",
+          "As the video progresses, the player begins to play the clarinet, their fingers moving rhythmically over the keys. The camera maintains its first-person perspective, capturing the detailed movements of the hands and the instrument. The smartphone on the dresser continues to display the music app, and the player occasionally glances at it, possibly checking the progress or adjusting settings. The background remains consistent, featuring the bed with light blue bedding and the saxophone leaning against the wall. The focus stays on the interaction between the player and the clarinet.",
+          "The final segment shows the player continuing to play the clarinet, their fingers deftly navigating the keys. The camera angle remains unchanged, providing a continuous view of the hands and the instrument. The smartphone on the dresser is still visible, showing the music app, and the player makes a few more interactions with it, such as tapping or swiping. The overall setting remains the same, with the bed, saxophone, and music stand in the background. The video concludes with the player deeply engaged in their performance, the clarinet as the central focus."
+        ],
+        "level_3": [
+          "The video starts with a close-up of the player's hands holding a silver clarinet, positioned horizontally. The clarinet's black mouthpiece and reflective silver keys are prominent. The player, wearing a light gray shirt and black pants, sits cross-legged on the floor. In front of them is a music stand with sheet music for a 'Concerto in D Major.' To the left, a smartphone on a dark wooden dresser displays a music app, which the player taps to control playback. The background includes a bed with light blue bedding and a saxophone leaning against the wall.",
+          "Continuing from the initial setup, the player begins to play the clarinet, their fingers moving over the keys with precision. The camera remains focused on the hands and the instrument, capturing the intricate finger movements. The smartphone on the dresser continues to show the music app, and the player occasionally interacts with it, possibly adjusting the playback or checking the progress. The bed and saxophone remain in the background, providing context to the setting.",
+          "As the video progresses, the player maintains a steady rhythm, their fingers fluidly transitioning between the keys of the clarinet. The camera angle stays consistent, emphasizing the detailed hand movements and the reflective surface of the instrument. The smartphone on the dresser is still visible, displaying the music app, and the player makes a few more taps or swipes on the screen. The background elements, including the bed and saxophone, remain unchanged, reinforcing the intimate and focused nature of the performance.",
+          "The player continues to play the clarinet, their hands moving with practiced ease over the keys. The camera captures the subtle nuances of the performance, highlighting the interaction between the fingers and the instrument. The smartphone on the dresser remains active, showing the music app, and the player occasionally checks or adjusts it. The bed with light blue bedding and the saxophone in the background provide a serene and personal atmosphere to the scene.",
+          "In the final part of the video, the player is fully immersed in playing the clarinet, their fingers moving swiftly and accurately over the keys. The camera maintains its first-person perspective, focusing on the hands and the instrument. The smartphone on the dresser continues to display the music app, and the player makes a final interaction with it before resuming their performance. The video ends with the player deeply engaged in their music, the clarinet as the central element of the scene."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_dl3dv_03cb625088d5ec191ce8667f4f6f34a17900080b36ee4b89c16833e13852f206",
+    "video_path": "videos/mem_dl3dv_03cb625088d5ec191ce8667f4f6f34a17900080b36ee4b89c16833e13852f206.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a low-angle shot of a black office chair with a patterned blanket draped over its back, spinning slowly in the center of a cozy living room. The carpeted floor is light beige and covers the entire space. In the background, two yellow sofas face each other, one adorned with a matching patterned pillow. A red office chair sits to the left near a large TV on a stand displaying a vibrant cityscape. As the camera rotates around the central chair, wall art — framed pictures arranged in a grid — becomes visible along the white walls. An exercise ball rests near one sofa. The camera tilts down to focus on the chair’s base with wheels, then rises again as the blanket billows slightly from the spin. Continuing from this motion, the camera circles upward to reveal the blanket’s full drape and texture — cream-colored with geometric patterns — before dipping again to show the chair’s hydraulic lift mechanism and casters rolling subtly on the carpet. Finally, the camera pans up one last time to capture the full living room: the TVs, sofas, red chair, wall art, and exercise ball all in view, while the central chair completes its rotation, ending in a similar position to where it began, maintaining visual continuity throughout."
+        ],
+        "level_2": [
+          "The video begins with a slow 360-degree rotation around a black office chair positioned centrally on a beige carpeted floor. Draped over the chair is a patterned blanket with circular motifs in muted tones. To the left, a red office chair sits beside a large TV on a stand displaying a bustling cityscape. Two yellow sofas flank the scene, one featuring a matching patterned pillow. Wall art decorates the white walls in an organized grid. The camera tilts downward to highlight the chair’s base with five wheeled casters gliding gently across the carpet.",
+          "Continuing from the previous segment, the camera lifts upward as the chair spins, revealing more of the blanket’s texture and how it folds over the chair’s backrest. The TV continues to display the cityscape, now partially obscured by the rotating chair. The yellow sofas remain visible in the background, along with the red office chair and wall art. An exercise ball appears briefly near the right sofa as the camera circles. The perspective shifts lower again, focusing on the chair’s hydraulic stem and wheelbase, emphasizing its mobility on the plush carpet.",
+          "Finally, the camera rises once more to capture the full living room environment as the chair completes its rotation. The patterned blanket flows with the motion, catching ambient light. The TV on its stand remains prominent, still showing the cityscape. The two yellow sofas, red office chair, wall art, and exercise ball are all visible in their respective positions, creating a balanced composition. The camera ends with a wide-angle view that mirrors the opening shot, ensuring seamless continuity and closure to the full sequence."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle shot centered on a black office chair with a patterned blanket draped over its back, positioned on a beige carpeted floor. In the background, a red office chair and a large TV displaying a cityscape are visible to the left, while a yellow sofa with a matching patterned pillow occupies the right side of the frame. The camera begins a slow clockwise rotation around the chair, revealing the second yellow sofa opposite the first and wall art—framed pictures arranged neatly—on the back wall. The blanket’s geometric pattern is visible under soft indoor lighting.",
+          "20-40%: Continuing the rotation, the camera reveals more of the room’s layout: the TV on its stand remains in view showing the cityscape, and the red office chair is now fully visible beside it. The beige carpet extends uniformly beneath all furniture. The camera tilts down sharply to focus on the chair’s base—the black hydraulic stem and star-shaped base with five wheeled casters rolling slightly on the carpet. The underside of the seat and adjustment lever are momentarily visible, with the yellow sofas and red chair softly blurred in the background due to shallow depth of field.",
+          "40-60%: The camera rises again, capturing the blanket billowing gently as the chair spins; its cream-colored fabric with muted circular patterns catches the light. The TV screen remains active, showing the cityscape, now partially hidden behind the rotating chair. Wall art and both yellow sofas frame the scene symmetrically. As the camera circles further, the exercise ball comes into view near the right yellow sofa, and the blanket’s drape shifts dynamically with the chair’s motion. The camera angle lowers again, refocusing on the chair’s wheelbase and the texture of the carpet beneath.",
+          "60-80%: The camera ascends for a wider perspective, capturing the entire living room: the two yellow sofas facing each other, the red office chair, the TV on its stand with the cityscape, and the wall art. The blanket continues to flow with the chair’s rotation. Ambient lighting highlights the room’s warm, lived-in atmosphere. The camera maintains its orbit, emphasizing the spatial relationships among all key elements—the carpeted floor, the central chair with its patterned blanket, the exercise ball, and the consistent backdrop of furniture and decor.",
+          "80-100%: Finally, the camera completes its orbit, returning to a composition similar to the opening shot. The black office chair, still spinning slowly, centers the frame with the patterned blanket draped over it. All mandatory landmarks—red office chair, TV displaying cityscape, carpeted floor, blanket draped over chair, yellow sofas, chair base with wheels, wall art, exercise ball, TV on stand—are clearly visible in their original spatial relationships, ensuring perfect continuity and closure."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle shot centered on a black office chair with a patterned blanket draped over its back. The chair sits on a beige carpeted floor. In the background, a red office chair and a large TV displaying a cityscape are visible to the left. A yellow sofa with a matching patterned pillow occupies the right side of the frame.",
+          "Part 2/8: The camera begins a slow clockwise rotation around the chair. As it moves, the second yellow sofa comes into view opposite the first. Wall art — framed pictures arranged neatly — appears on the back wall. The blanket drapes loosely over the chair’s backrest, its geometric pattern visible under soft indoor lighting.",
+          "Part 3/8: Continuing the rotation, the camera reveals more of the room’s layout: the TV on its stand remains in view, displaying the cityscape. The red office chair is now fully visible beside the TV. The beige carpet extends uniformly beneath all furniture. The chair’s base with five wheeled casters is briefly glimpsed as the camera dips slightly.",
+          "Part 4/8: The camera tilts down sharply to focus on the chair’s base — the black hydraulic stem and star-shaped base with wheels rolling slightly on the carpet. The underside of the seat and adjustment lever are momentarily visible. The yellow sofas and red chair blur softly in the background due to shallow depth of field.",
+          "Part 5/8: Rising again, the camera captures the blanket billowing gently as the chair spins. Its cream-colored fabric with muted circular patterns catches the light. The TV screen remains active, showing the cityscape, now partially hidden behind the rotating chair. Wall art and both yellow sofas frame the scene symmetrically.",
+          "Part 6/8: The camera circles further, bringing the exercise ball into view near the right yellow sofa. The red office chair remains stationary beside the TV. The blanket’s drape shifts dynamically with the chair’s motion. The camera angle lowers again, refocusing on the chair’s wheelbase and the texture of the carpet beneath.",
+          "Part 7/8: The camera ascends for a wider perspective, capturing the entire living room: the two yellow sofas facing each other, the red office chair, the TV on its stand with the cityscape, and the wall art. The blanket continues to flow with the chair’s rotation. Ambient lighting highlights the room’s warm, lived-in atmosphere.",
+          "Part 8/8: Finally, the camera completes its orbit, returning to a composition similar to the opening shot. The black office chair, still spinning slowly, centers the frame with the patterned blanket draped over it. All mandatory landmarks — red office chair, TV displaying cityscape, carpeted floor, blanket draped over chair, yellow sofas, chair base with wheels, wall art, exercise ball, TV on stand — are clearly visible in their original spatial relationships, ensuring perfect continuity and closure."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_egoschema_3ef5d21a0000261a627f1c637e2a12462d332bfa3eba276c571a79b7ccd706a4",
+    "video_path": "videos/mem_egoschema_3ef5d21a0000261a627f1c637e2a12462d332bfa3eba276c571a79b7ccd706a4.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video begins with a person lying on a brown couch, reading an open book with white pages and black text. The book has a blue sticky note on the left page and colorful sticky notes along the right margin. The person is wearing a dark t-shirt and gray leggings, with a red string bracelet on their wrist. They are holding the book on a patterned pillow in their lap. In the background, there is a black coffee table, a TV on a stand, and a dining area. The person occasionally shifts position, adjusts the book, and uses a smartphone briefly before placing it aside. A white and orange cat enters the scene, walking across the coffee table and eventually sitting on the couch next to the person. The person pets the cat, then picks up a black backpack from the couch, moves it to the floor, and rearranges pillows. The cat jumps onto the couch again, settles down, and the person resumes reading."
+        ],
+        "level_2": [
+          "The video opens with a person relaxing on a couch, engrossed in reading a book with white pages, black text, a blue sticky note on the left page, and colorful sticky notes on the right margin. The person is dressed casually in a dark t-shirt, gray leggings, and a red string bracelet. They are propped up on a patterned pillow, with a smartphone visible nearby. The living room setting includes a coffee table, a TV, and a dining area in the background. The person makes minor adjustments to their position and the book while reading. A white and orange cat appears, walking across the coffee table and later sitting beside the person on the couch. The person interacts with the cat by petting it.",
+          "Continuing from the previous scene, the person places the smartphone on the couch and reaches for a black backpack resting on the couch. They move the backpack to the floor, adjusting the pillows around them. The cat remains on the couch, observing the surroundings. The person then picks up the book again, preparing to continue reading. The camera angle shifts slightly, revealing more of the living room, including a bed and additional seating in the background.",
+          "In the final part of the video, the person continues reading the book while the cat moves around the couch, eventually settling down near the person. The person briefly pets the cat before resuming reading. The camera captures the cozy living room environment, showing the coffee table, TV, and other furniture. The video concludes with the person still engaged in reading, the cat comfortably resting on the couch, and the overall atmosphere remaining calm and relaxed."
+        ],
+        "level_3": [
+          "The video starts with a first-person perspective of someone lying on a brown couch, reading a book. The book has white pages, black text, a blue sticky note on the left page, and colorful sticky notes on the right margin. The person is wearing a dark t-shirt, gray leggings, and a red string bracelet. They are holding the book on a patterned pillow in their lap. In the background, there is a black coffee table, a TV on a stand, and a dining area. The person occasionally shifts their position and adjusts the book while reading.",
+          "As the person continues reading, they make minor adjustments to their posture and the book. The camera angle remains consistent, showing the living room setting. The person briefly uses a smartphone, which is placed on the couch, before putting it aside. A white and orange cat enters the scene, walking across the coffee table and approaching the person on the couch.",
+          "The person interacts with the cat by petting it while continuing to hold the book. The cat sits beside the person on the couch, appearing comfortable. The person then reaches for a black backpack that was on the couch, moves it to the floor, and adjusts the pillows around them. The cat remains on the couch, observing the surroundings.",
+          "The person picks up the book again and resumes reading. The cat moves around the couch, eventually settling down near the person. The camera angle shifts slightly, revealing more of the living room, including a bed and additional seating in the background. The person continues to read, occasionally glancing at the cat.",
+          "In the final segment, the person continues reading the book while the cat moves around the couch, eventually settling down near the person. The camera captures the cozy living room environment, showing the coffee table, TV, and other furniture. The video concludes with the person still engaged in reading, the cat comfortably resting on the couch, and the overall atmosphere remaining calm and relaxed."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_dl3dv_d75f9a607ebfec618e585d62b591fbedf78d7ef3af6126c6f7d582ea03d03336",
+    "video_path": "videos/mem_dl3dv_d75f9a607ebfec618e585d62b591fbedf78d7ef3af6126c6f7d582ea03d03336.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a sweeping view of a clean, modern public restroom featuring gray toilet stalls with white porcelain toilets visible inside. The camera pans right, revealing the full row of stalls and then moves forward into the space between them, showing the speckled gray floor and white walls. As the camera turns left, it captures a long white sink counter with black metal legs, wall-mounted mirrors above each sink, and soap dispensers mounted beside them. A blue bucket is visible under the sink counter. Continuing from this view, the camera moves along the sink area, capturing reflections in the mirrors — including the reflection of a soap dispenser and a toilet stall — while also showing a trash can with a white liner placed near the sinks. The camera then turns back toward the stalls, offering another perspective of the gray partitions and toilets, before panning up to show ceiling-mounted fluorescent lights and air vents. Finally, the camera sweeps across the entire room again, highlighting the symmetry of the stalls, the cleanliness of the sinks, and the organized placement of amenities — including the mirror above the sink, the reflection of the toilet stall, and the consistent presence of the blue bucket under the sink — ending on a wide-angle shot that encompasses all mandatory landmarks: gray toilet stalls, white sink counter, wall-mounted mirrors, mirror above sink, reflection of soap dispenser, reflection of toilet stall, blue bucket under sink, and trash can with white liner."
+        ],
+        "level_2": [
+          "The video opens with a wide-angle view of a modern public restroom, showcasing multiple gray toilet stalls with white porcelain toilets visible inside. The camera pans right along the row of stalls, revealing their uniform design and the speckled gray flooring beneath. It then moves forward between two stalls, giving a closer look at the interior fixtures and the clean, minimalist aesthetic of the space. The camera turns left toward a long white sink counter with black metal legs, where wall-mounted mirrors are positioned above each sink. Soap dispensers are mounted next to the mirrors, and a blue bucket is visible under the sink counter. The scene ends with the camera focusing on the first section of the sink area, preparing to move further down the counter.",
+          "Continuing from the sink counter, the camera slowly moves along the length of the white countertop, capturing reflections in the wall-mounted mirrors — including the reflection of a soap dispenser and a toilet stall. A trash can with a white liner is clearly visible beside the sinks. The camera lingers on the details: the chrome faucets, the clean surfaces, and the organized layout. It then pans upward to reveal ceiling-mounted fluorescent lighting and ventilation grilles, emphasizing the bright, sterile environment. The camera begins to turn back toward the toilet stalls, offering a rear perspective of the gray partitions and the toilets within, while maintaining visual continuity with the previous segment.",
+          "Finally, the camera completes its sweep by returning to a broader view of the restroom. It captures the full alignment of gray toilet stalls on one side and the continuous white sink counter with mirrors on the other. The reflection of the toilet stall in the mirror above the sink is clearly visible, as is the blue bucket tucked neatly under the counter. The trash can with the white liner remains in frame, reinforcing the room’s tidiness. The camera pans upward once more to include the ceiling fixtures, then pulls back for a final wide-angle shot that encompasses all mandatory landmarks: gray toilet stalls, white sink counter, wall-mounted mirrors, mirror above sink, reflection of soap dispenser, reflection of toilet stall, blue bucket under sink, and trash can with white liner — concluding with a comprehensive, static overview of the entire space."
+        ],
+        "level_3": [
+          "0-20%: The video starts with a slow pan across a row of gray toilet stalls in a clean, well-lit public restroom. White porcelain toilets are visible inside each stall, and the speckled gray floor extends throughout the space. The camera moves slightly forward, offering a close-up of the stall doors and hinges, emphasizing their industrial-grade construction and neutral color scheme. It then turns left to reveal a long white sink counter supported by black metal legs, with wall-mounted mirrors above each sink and soap dispensers installed beside them. The camera focuses briefly on the first sink and mirror, capturing the reflection of the soap dispenser in the mirror’s surface.",
+          "20-40%: The camera moves along the sink counter, revealing additional mirrors and sinks. A blue bucket is visible under the counter, tucked neatly beneath the second sink, and the camera angle tilts slightly downward to emphasize the bucket’s placement and the clean lines of the plumbing underneath the counter. As the camera continues its path, it captures the reflection of a toilet stall in the mirror above the third sink, showing the gray partition and part of the white toilet. A trash can with a white liner is positioned beside the sinks, and the camera lingers on it briefly to highlight its presence.",
+          "40-60%: The camera pans upward from the sink area to show ceiling-mounted fluorescent light panels and ventilation grilles. The white walls and clean lines reinforce the sterile, functional aesthetic of the restroom. The camera then begins to turn back toward the toilet stalls, preparing to reframe the space from a different angle. Returning to the toilet stalls, the camera offers a rear-facing view of the gray partitions, showing their alignment and spacing. The white porcelain toilets are visible through the gaps, and the speckled gray floor continues to dominate the lower frame. The camera slowly pans right, maintaining a steady pace to ensure continuity.",
+          "60-80%: The camera now sweeps across the entire restroom, combining views of both the sink counter and the toilet stalls. The mirror above the sink reflects the toilet stall once more, reinforcing the spatial relationship between the two areas. The blue bucket under the sink and the trash can with the white liner remain visible, anchoring the scene’s composition. The camera pans up again to include ceiling fixtures and pulls back slightly, capturing the symmetry of the stalls, the cleanliness of the sinks, and the organized placement of amenities—including the mirror above the sink, the reflection of the soap dispenser, and the consistent presence of the blue bucket under the sink.",
+          "80-100%: Finally, the camera pulls back for a wide-angle shot that encompasses the entire restroom. All mandatory landmarks are clearly visible: gray toilet stalls, white sink counter, wall-mounted mirrors, mirror above sink, reflection of soap dispenser, reflection of toilet stall, blue bucket under sink, and trash can with white liner. The video ends on this comprehensive, static overview, capturing the symmetry, cleanliness, and functional design of the space."
+        ],
+        "level_4": [
+          "The video starts with a slow pan across a row of gray toilet stalls in a clean, well-lit public restroom. White porcelain toilets are visible inside each stall, and the speckled gray floor extends throughout the space. The camera moves slightly forward, offering a close-up of the stall doors and hinges, emphasizing their industrial-grade construction and neutral color scheme.",
+          "Continuing from the stalls, the camera turns left to reveal a long white sink counter supported by black metal legs. Wall-mounted mirrors are positioned above each sink, and soap dispensers are installed beside them. The camera focuses briefly on the first sink and mirror, capturing the reflection of the soap dispenser in the mirror’s surface.",
+          "The camera moves along the sink counter, revealing additional mirrors and sinks. A blue bucket is visible under the counter, tucked neatly beneath the second sink. The camera angle tilts slightly downward to emphasize the bucket’s placement and the clean lines of the plumbing underneath the counter.",
+          "As the camera continues its path, it captures the reflection of a toilet stall in the mirror above the third sink. The reflection shows the gray partition and part of the white toilet, creating a layered visual effect. A trash can with a white liner is positioned beside the sinks, and the camera lingers on it briefly to highlight its presence.",
+          "The camera pans upward from the sink area to show ceiling-mounted fluorescent light panels and ventilation grilles. The white walls and clean lines reinforce the sterile, functional aesthetic of the restroom. The camera then begins to turn back toward the toilet stalls, preparing to reframe the space from a different angle.",
+          "Returning to the toilet stalls, the camera offers a rear-facing view of the gray partitions, showing their alignment and spacing. The white porcelain toilets are visible through the gaps, and the speckled gray floor continues to dominate the lower frame. The camera slowly pans right, maintaining a steady pace to ensure continuity with the prior segments.",
+          "The camera now sweeps across the entire restroom, combining views of both the sink counter and the toilet stalls. The mirror above the sink reflects the toilet stall once more, reinforcing the spatial relationship between the two areas. The blue bucket under the sink and the trash can with the white liner remain visible, anchoring the scene’s composition.",
+          "Finally, the camera pulls back for a wide-angle shot that encompasses the entire restroom. All mandatory landmarks are clearly visible: gray toilet stalls, white sink counter, wall-mounted mirrors, mirror above sink, reflection of soap dispenser, reflection of toilet stall, blue bucket under sink, and trash can with white liner. The video ends on this comprehensive, static overview, capturing the symmetry, cleanliness, and functional design of the space."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_openhumanvid_d5e1d57e200d8bffefcba4adcc12e630e32e76d77bcca75e6df4b07bec375183",
+    "video_path": "videos/mem_openhumanvid_d5e1d57e200d8bffefcba4adcc12e630e32e76d77bcca75e6df4b07bec375183.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens with a close-up of a man's hands as he handles a legal document titled 'AGREEMENT BETWEEN BRISTOL & AVON CONSTABULARY AND CHRISTIAN TAYLOR.' The document is marked 'RESTRICTED' and contains detailed text about an agreement involving cooperation in police investigations. The man, wearing a gray long-sleeved sweatshirt under a blue sleeveless vest, uses a black pen to point at specific sections of the document. As the camera slowly pulls back, his face comes into view; he is wearing a black durag with strings hanging down, has a beard and mustache, and maintains a serious expression while looking directly at the camera. The setting appears to be a sterile, institutional room with light-colored walls, a window, and some posters or notices on the wall in the background."
+        ],
+        "level_2": [
+          "The video begins with a close-up shot of a man's hands holding and pointing to a legal document labeled 'AGREEMENT BETWEEN BRISTOL & AVON CONSTABULARY AND CHRISTIAN TAYLOR.' The document is filled with dense text and marked 'RESTRICTED.' The man, dressed in a gray long-sleeved sweatshirt and a blue sleeveless vest, uses a black pen to highlight specific parts of the agreement. The camera then starts to pull back, revealing more of the man's upper body and eventually his face. He is wearing a black durag with strings hanging down, has a neatly trimmed beard and mustache, and looks directly at the camera with a serious and contemplative expression.",
+          "As the camera continues to pull back, the man's full upper body becomes visible. He is seated in what appears to be an institutional setting, possibly a police station or interrogation room, with light-colored walls, a window, and some posters or notices on the wall in the background. His attire remains consistent: a gray long-sleeved sweatshirt under a blue sleeveless vest, and a black durag with strings hanging down. He holds the black pen in his right hand, resting it on the document, and maintains a focused gaze towards the camera.",
+          "The final segment shows the man from the chest up, with the camera now fully revealing his face. He wears a black durag with strings hanging down, a gray long-sleeved sweatshirt, and a blue sleeveless vest. His facial features, including his beard and mustache, are clearly visible. He looks directly at the camera with a serious expression, occasionally glancing down at the document in front of him. The background remains consistent, showing the institutional setting with light-colored walls, a window, and some posters or notices on the wall."
+        ],
+        "level_3": [
+          "The video opens with a close-up shot of a man's hands as he holds and points to a legal document titled 'AGREEMENT BETWEEN BRISTOL & AVON CONSTABULARY AND CHRISTIAN TAYLOR.' The document is marked 'RESTRICTED' and contains detailed text about an agreement involving cooperation in police investigations. The man, wearing a gray long-sleeved sweatshirt under a blue sleeveless vest, uses a black pen to highlight specific sections of the agreement. The camera is initially focused on the document and his hands, capturing the texture of the paper and the details of the text.",
+          "As the camera begins to pull back, more of the man's upper body becomes visible. He is seated at a table, and his attire is revealed: a gray long-sleeved sweatshirt under a blue sleeveless vest, and a black durag with strings hanging down. His hands continue to hold the document and the black pen, and he appears to be carefully examining the text. The background starts to come into view, showing a light-colored wall with a window and some posters or notices on the wall.",
+          "The camera continues to pull back, revealing the man's full upper body and part of his face. He is seated in what appears to be an institutional setting, possibly a police station or interrogation room, with light-colored walls, a window, and some posters or notices on the wall in the background. His attire remains consistent: a gray long-sleeved sweatshirt under a blue sleeveless vest, and a black durag with strings hanging down. He holds the black pen in his right hand, resting it on the document, and maintains a focused gaze towards the camera.",
+          "The camera now focuses on the man's face as it pulls back further. He is wearing a black durag with strings hanging down, a gray long-sleeved sweatshirt, and a blue sleeveless vest. His facial features, including his beard and mustache, are clearly visible. He looks directly at the camera with a serious expression, occasionally glancing down at the document in front of him. The background remains consistent, showing the institutional setting with light-colored walls, a window, and some posters or notices on the wall.",
+          "In the final segment, the man maintains his serious expression, looking directly at the camera. His attire and accessories remain unchanged: a black durag with strings hanging down, a gray long-sleeved sweatshirt, and a blue sleeveless vest. The camera angle provides a clear view of his face and upper body, with the institutional setting in the background remaining consistent. The lighting is soft, highlighting his facial features and the details of his clothing."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_dl3dv_2e4d41a82a8240c1c0d7205462fa436385760d1cd403d78eae7ae9cb248f9584",
+    "video_path": "videos/mem_dl3dv_2e4d41a82a8240c1c0d7205462fa436385760d1cd403d78eae7ae9cb248f9584.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, smooth circular pan around a modern, curved wooden reception desk with a dark blue countertop. The desk is centrally positioned under a white, circular ceiling canopy fitted with recessed lighting and security cameras. Behind the desk, a glass-walled office with light green tiled walls is visible, containing a black office chair and a computer monitor. As the camera moves clockwise, it reveals an orange wall section to the left, adjacent to a seating area with tables and chairs near large windows allowing natural light. Continuing from this view, the camera pans past two labeled trash bins — one gray for 'LANDFILL' and one blue for 'PLASTIC & METAL' — mounted on the wooden paneling beside the reception desk. An illuminated red EXIT sign is visible above a doorway in the background. The ceiling features exposed ductwork and wooden panels that add warmth to the industrial aesthetic. The floor is a dark speckled material, contrasting with the light wood of the desk and surrounding cabinetry. Finally, as the camera completes its arc, it returns to the front of the reception desk, capturing the full spatial layout: the curved desk, the glass office behind, the trash bins, the orange wall, the seating area, and the EXIT sign — all cohesively framed within the open-plan interior space."
+        ],
+        "level_2": [
+          "The video begins with a wide-angle shot slowly panning clockwise around a curved wooden reception desk with a dark blue countertop. Above it, a white circular ceiling canopy houses recessed lights and security cameras. Behind the desk, a glass-walled office with light green tiled walls contains a black office chair and monitor. To the left, an orange wall section is visible, leading toward a seating area with tables and chairs near large windows. The camera continues to reveal part of the wooden ceiling panels and exposed ductwork overhead.",
+          "Continuing from the previous segment, the camera pans further right, bringing into view two labeled trash bins — a gray 'LANDFILL' bin and a blue 'PLASTIC & METAL' bin — mounted on wooden paneling next to the reception desk. In the background, an illuminated red EXIT sign is visible above a doorway. The flooring is dark speckled, contrasting with the warm wood tones of the desk and surrounding walls. The camera movement remains smooth and steady, maintaining the circular trajectory around the central desk.",
+          "Finally, the camera completes its circular pan, returning to face the front of the curved wooden reception desk. The full spatial context is now visible: the glass-walled office behind the desk, the orange wall section to the left, the seating area with tables, the labeled trash bins, the EXIT sign above the doorway, and the combination of wooden ceiling panels and exposed industrial ductwork. The entire scene is brightly lit, with natural light streaming through windows and artificial lighting accentuating architectural details. The video ends with a stable, centered view of the reception area, emphasizing its modern, functional design."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a close-up of the curved wooden reception desk featuring a dark blue countertop. Above it, a white circular ceiling canopy with recessed lights and security cameras is visible. Behind the desk, a glass-walled office with light green tiled walls contains a black office chair and monitor. The camera begins a slow clockwise pan, revealing the left side of the desk and an orange wall section adjacent to a seating area with tables and chairs near large windows. Wooden ceiling panels and exposed ductwork are visible overhead, contributing to the industrial-modern aesthetic.",
+          "20-40%: As the camera continues its clockwise movement, more of the seating area and the edge of the curved desk come into view. The dark speckled floor contrasts with the light wood of the desk and surrounding cabinetry. The lighting remains consistent, blending natural daylight and artificial ceiling fixtures. The camera then reveals two labeled trash bins mounted on wooden paneling beside the reception desk — a gray bin labeled 'LANDFILL' and a blue bin labeled 'PLASTIC & METAL'. The bins are clearly legible and positioned for easy access.",
+          "40-60%: Continuing the circular motion, the camera pans past the trash bins, bringing into focus an illuminated red EXIT sign above a doorway in the background. The doorway leads to another corridor or room, partially visible through glass. The ceiling’s white canopy and lighting remain prominent overhead. The rear portion of the curved reception desk becomes visible again, with the glass-walled office still behind it; the black office chair and monitor reappear in frame, reinforcing the functional use of the space.",
+          "60-80%: As the camera approaches the final quarter of its rotation, the orange wall section reappears on the left, framing the seating area once more. The combination of wood, glass, and metal materials creates a cohesive, contemporary look throughout the space. The camera maintains its smooth, steady arc, capturing the interplay of architectural elements: the curved desk, glass partitions, warm wood tones, and industrial ceiling features including exposed ductwork and wooden panels.",
+          "80-100%: Finally, the camera completes its full 360-degree circular pan, returning to a centered frontal view of the curved wooden reception desk. All key elements — the blue countertop, glass-walled office, trash bins, EXIT sign, orange wall, seating area, and wooden ceiling panels — are simultaneously visible. The scene is brightly lit, with natural light streaming through windows and artificial lighting accentuating architectural details. The video ends with a stable, comprehensive overview of the modern, functional reception area."
+        ],
+        "level_4": [
+          "The video opens with a close-up of the curved wooden reception desk featuring a dark blue countertop. Above it, a white circular ceiling canopy with recessed lights and security cameras is visible. Behind the desk, a glass-walled office with light green tiled walls contains a black office chair and monitor. The camera begins a slow clockwise pan.",
+          "As the camera continues its clockwise movement, the left side of the reception desk comes into view, revealing an orange wall section adjacent to a seating area with tables and chairs near large windows. Wooden ceiling panels and exposed ductwork are visible overhead, adding texture to the industrial-modern aesthetic.",
+          "The camera pans further right, showing more of the seating area and the edge of the curved desk. The dark speckled floor contrasts with the light wood of the desk and surrounding cabinetry. The lighting remains consistent, blending natural daylight and artificial ceiling fixtures.",
+          "Continuing the circular motion, the camera reveals two labeled trash bins mounted on wooden paneling beside the reception desk — a gray bin labeled 'LANDFILL' and a blue bin labeled 'PLASTIC & METAL'. The bins are clearly legible and positioned for easy access.",
+          "The camera pans past the trash bins, bringing into focus an illuminated red EXIT sign above a doorway in the background. The doorway leads to another corridor or room, partially visible through glass. The ceiling’s white canopy and lighting remain prominent overhead.",
+          "Moving further along the arc, the camera captures the rear portion of the curved reception desk, with the glass-walled office still visible behind it. The black office chair and monitor are again in frame, reinforcing the functional use of the space.",
+          "As the camera approaches the final quarter of its rotation, the orange wall section reappears on the left, framing the seating area once more. The combination of wood, glass, and metal materials creates a cohesive, contemporary look throughout the space.",
+          "Finally, the camera completes its full 360-degree circular pan, returning to a centered frontal view of the curved wooden reception desk. All key elements — the blue countertop, glass-walled office, trash bins, EXIT sign, orange wall, seating area, and wooden ceiling panels — are simultaneously visible, concluding the video with a comprehensive overview of the modern reception area."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_egoschema_55cfab60ec7dc9ad82db3c745d2188c60cdadbf357bb184838bc1f7f555fd2d3",
+    "video_path": "videos/mem_egoschema_55cfab60ec7dc9ad82db3c745d2188c60cdadbf357bb184838bc1f7f555fd2d3.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video begins with a person in a kitchen, where two golden-brown toasted bread slices are placed on a white cutting board. The person removes the bread from an oven using a striped cloth and places it on the counter. They then spread butter on one slice, followed by jam, and finally chocolate spread on the other slice. The bread is arranged neatly on a plate, and the person cleans up by washing the knife and disposing of packaging."
+        ],
+        "level_2": [
+          "The video starts with a view of a kitchen counter filled with various appliances and items. A person takes two golden-brown toasted bread slices out of the oven using a striped cloth and places them on a white cutting board. Next, they spread butter on one slice while the other remains untouched. The scene transitions to the person spreading jam on the buttered slice, preparing it for serving.",
+          "Continuing from the previous scene, the person spreads jam on one slice of toasted bread. They then retrieve a chocolate spread from a cabinet and apply it to the second slice of bread. After both slices are prepared, the person arranges them on a white plate, ready to be served.",
+          "Finally, the person cleans the knife used for spreading by rinsing it under running water in the sink. They dispose of any packaging and return to the counter to make final adjustments to the arrangement of the bread slices on the plate. The video concludes with the person ensuring everything is neatly presented."
+        ],
+        "level_3": [
+          "The video opens with a first-person view of a kitchen counter cluttered with appliances like a coffee maker, kettle, and toaster. Two golden-brown toasted bread slices are visible on a white cutting board. The person reaches into the oven, which is integrated into the wooden countertop, and carefully pulls out the hot bread using a striped cloth.",
+          "After placing the toasted bread slices on the cutting board, the person picks up a stick of butter and spreads it evenly on one of the slices. The camera captures their hands as they work, showing the texture of the butter melting slightly on the warm bread. The other slice remains plain for now.",
+          "Next, the person retrieves a small container of jam from the counter and uses a knife to spread it over the buttered slice. The vibrant red color of the jam contrasts with the golden-brown bread. Meanwhile, the second slice waits to be prepared.",
+          "The person then takes a chocolate spread from a nearby cabinet and applies it to the second slice of bread. They ensure an even layer, making sure the chocolate complements the texture of the toast. Once both slices are fully prepared, they arrange them neatly on a white plate.",
+          "To finish, the person washes the knife under running water in the sink, ensuring it is clean before returning it to its place. They also dispose of any packaging from the spreads. The video ends with the person making final adjustments to the presentation of the bread slices on the plate, completing the preparation process."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_dl3dv_3b066a86b1bddaec0252192b42a09c3c315e3dea22146dc6925eba1e1f7b569f",
+    "video_path": "videos/mem_dl3dv_3b066a86b1bddaec0252192b42a09c3c315e3dea22146dc6925eba1e1f7b569f.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a low-angle nighttime shot of a large, leafy tree dominating the frame, its trunk thick and textured, rising vertically into darkness. Illuminated leaves glow in patches where ambient light catches them, creating a contrast against the deep blue night sky. In the background, faintly visible building windows emit warm yellow glows, suggesting urban residential structures behind the foliage. As the camera slowly tilts upward, it reveals more of the tree’s canopy, where streetlight glare suddenly bursts into view — a bright, overexposed flare that momentarily washes out parts of the frame, highlighting veins on the leaves and casting long shadows. Continuing from this glare, the camera pans slightly to the right, tracking the curvature of branches while maintaining focus on the interplay between shadowed bark and backlit foliage. The streetlight glare fades as the camera moves past it, revealing more illuminated leaves shimmering gently in the breeze. The tree trunk remains partially visible at the lower left edge throughout, grounding the composition. Finally, the camera completes its upward arc, showing the uppermost branches silhouetted against the night sky, with occasional glimpses of distant building windows still glowing softly in the periphery. The entire sequence maintains a slow, deliberate motion, evoking a quiet, contemplative mood under artificial illumination."
+        ],
+        "level_2": [
+          "The video starts with a low-angle nighttime shot focused on the base of a large tree, its thick trunk rising into the frame. Illuminated leaves catch the light near the top of the frame, while background building windows glow softly in the distance. The camera begins a slow upward tilt, revealing more of the tree’s canopy and the dark sky above. Streetlight glare begins to appear as a bright lens flare, partially obscuring the leaves and casting radiant streaks across the frame.",
+          "Continuing from the initial upward tilt, the camera passes through the peak of the streetlight glare, which now dominates the center of the frame with intense brightness. As the glare subsides, the camera pans slightly right, following the natural curve of the branches. Illuminated leaves reappear in detail, their edges glowing against the darker foliage. The tree trunk remains partially visible on the left side, providing visual continuity. Background building windows are intermittently visible through gaps in the leaves, maintaining the urban context.",
+          "Finally, the camera completes its upward movement, focusing on the highest branches silhouetted against the night sky. The streetlight glare has faded completely, leaving only soft ambient lighting on the remaining illuminated leaves. The tree trunk is no longer visible, replaced by the intricate network of thin branches and sparse foliage. Distant building windows continue to twinkle faintly in the background, reinforcing the serene, nocturnal urban setting. The camera holds steady for the final moments, allowing the viewer to absorb the quiet beauty of the scene."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle nighttime shot centered on a large tree’s trunk, which fills the lower third of the frame. Illuminated leaves glow softly near the top, while background building windows emit a gentle yellow light in the distance. The camera begins a slow upward tilt, initiating the journey through the canopy. Continuing the upward tilt, the camera reveals more of the tree’s dense foliage; illuminated leaves become more prominent, catching stray light from an unseen source. The background building windows remain visible but slightly obscured by branches, and the tree trunk continues to anchor the left side of the frame.",
+          "20-40%: The camera ascends further, bringing the upper canopy into view. A sudden burst of streetlight glare appears in the upper right, washing out part of the frame with intense white light; leaves near the glare shimmer with high contrast, their veins and edges sharply defined. The streetlight glare reaches its peak intensity, dominating the center of the frame and temporarily obscuring details of the leaves. The tree trunk is still partially visible on the lower left, and background building windows flicker briefly through gaps in the foliage, maintaining spatial context.",
+          "40-60%: As the camera moves past the glare, the brightness diminishes, revealing detailed illuminated leaves once again. The camera begins a subtle pan to the right, following the curve of a major branch; the tree trunk recedes slightly from view but remains present at the edge. The pan continues, shifting focus toward the right side of the canopy. Illuminated leaves dance gently in the breeze, their textures and shapes clearly visible under ambient lighting. Background building windows peek through the gaps, reinforcing the urban environment.",
+          "60-80%: The camera completes its upward arc, now focusing on the highest branches; the tree trunk is no longer visible, replaced by thin, silhouetted limbs against the dark sky. Illuminated leaves are sparse but still present, glowing softly in pockets of light. The streetlight glare has vanished entirely. The scene transitions to a more elevated perspective where the intricate network of thin branches and sparse foliage dominates the frame, with distant building windows continuing to twinkle faintly in the background.",
+          "80-100%: Finally, the camera holds steady on the uppermost branches, silhouetted against the night sky. Faint background building windows remain visible in the distance, twinkling subtly. The scene is calm and still, concluding the slow, immersive journey through the illuminated tree canopy under urban night lighting. The entire sequence maintains a deliberate, quiet mood, with the final moments emphasizing the serene nocturnal urban setting."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle nighttime shot centered on a large tree’s trunk, which fills the lower third of the frame. Illuminated leaves glow softly near the top, while background building windows emit a gentle yellow light in the distance. The camera begins a slow upward tilt, initiating the journey through the canopy.",
+          "Part 2/8: Continuing the upward tilt, the camera reveals more of the tree’s dense foliage. Illuminated leaves become more prominent, catching stray light from an unseen source. The background building windows remain visible but slightly obscured by branches. The tree trunk continues to anchor the left side of the frame.",
+          "Part 3/8: The camera ascends further, bringing the upper canopy into view. A sudden burst of streetlight glare appears in the upper right, washing out part of the frame with intense white light. Leaves near the glare shimmer with high contrast, their veins and edges sharply defined.",
+          "Part 4/8: The streetlight glare reaches its peak intensity, dominating the center of the frame and temporarily obscuring details of the leaves. The tree trunk is still partially visible on the lower left. Background building windows flicker briefly through gaps in the foliage, maintaining spatial context.",
+          "Part 5/8: As the camera moves past the glare, the brightness diminishes, revealing detailed illuminated leaves once again. The camera begins a subtle pan to the right, following the curve of a major branch. The tree trunk recedes slightly from view but remains present at the edge.",
+          "Part 6/8: The pan continues, shifting focus toward the right side of the canopy. Illuminated leaves dance gently in the breeze, their textures and shapes clearly visible under ambient lighting. Background building windows peek through the gaps, reinforcing the urban environment.",
+          "Part 7/8: The camera completes its upward arc, now focusing on the highest branches. The tree trunk is no longer visible, replaced by thin, silhouetted limbs against the dark sky. Illuminated leaves are sparse but still present, glowing softly in pockets of light. The streetlight glare has vanished entirely.",
+          "Part 8/8: Finally, the camera holds steady on the uppermost branches, silhouetted against the night sky. Faint background building windows remain visible in the distance, twinkling subtly. The scene is calm and still, concluding the slow, immersive journey through the illuminated tree canopy under urban night lighting."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067",
+    "video_path": "videos/mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A man with blonde hair, wearing sunglasses, a yellow Hawaiian shirt over a white 'CHAMPION' t-shirt, blue jeans, and a brown tool belt, walks confidently across a sloped roof. The camera follows him from a high angle, gradually zooming in as he moves towards the edge of the roof near a large, tilted antenna structure. Surrounded by lush green trees and bushes, the bright sunlight casts sharp shadows, highlighting his casual yet purposeful demeanor. As he reaches the antenna, he pauses briefly before removing his shirt, revealing a toned torso."
+        ],
+        "level_2": [
+          "The man begins walking across the roof, moving steadily toward the camera. The roof is covered in light gray shingles, and the background is filled with dense green foliage. The camera maintains a high-angle shot, slowly panning to keep him centered as he approaches the large, metallic antenna structure on the right side of the frame. His attire remains consistent, with the yellow Hawaiian shirt slightly open, revealing the white t-shirt underneath.",
+          "As the man continues walking, the camera zooms in closer, focusing more on his upper body and facial features. He appears relaxed but determined, occasionally glancing around. The antenna structure becomes more prominent in the frame, and the background reveals a distant view of a hazy cityscape or valley. His movements are smooth and deliberate, suggesting familiarity with the environment.",
+          "The man reaches the base of the antenna and stops momentarily, placing one hand on his hip. He adjusts his sunglasses and runs his other hand through his blonde hair. The camera captures this moment in a medium close-up, emphasizing his confident posture and the details of his clothing, including the tool belt around his waist. The surrounding greenery and distant landscape remain visible in the background."
+        ],
+        "level_3": [
+          "The man starts walking across the roof, moving from the left side of the frame toward the center. The camera follows him from a high angle, capturing the texture of the shingles beneath his feet and the dense green foliage in the background. His yellow Hawaiian shirt flutters slightly as he walks, and his sunglasses reflect the bright sunlight. The antenna structure is visible on the right, beginning to come into focus as he approaches it.",
+          "As the man continues his walk, the camera begins to zoom in, transitioning from a wide shot to a medium shot. His facial expression remains neutral, and he occasionally looks around, taking in his surroundings. The details of his clothing become clearer, including the floral patterns on his shirt and the 'CHAMPION' logo on his t-shirt. The antenna structure grows larger in the frame, indicating his proximity to it.",
+          "The man reaches the base of the antenna and comes to a stop. The camera is now in a medium close-up, capturing his upper body and face in detail. He places one hand on his hip and adjusts his sunglasses with the other. The background shows a mix of greenery and a distant, hazy landscape, possibly a city or valley. His posture is relaxed yet assertive, and he seems to be contemplating his next move.",
+          "The man stands near the antenna, his body angled slightly away from the camera. He uses both hands to adjust his hair, running them through his blonde locks. The camera remains focused on him, capturing the movement of his arms and the way his muscles flex under the sunlight. The antenna structure is prominently featured in the foreground, while the greenery and distant landscape provide a serene backdrop.",
+          "Finally, the man removes his yellow Hawaiian shirt, revealing his bare torso. The camera captures the motion in a close-up shot, emphasizing the contrast between his sun-kissed skin and the vibrant colors of his shirt. He tosses the shirt aside, his movements fluid and confident. The antenna structure remains in the foreground, and the background of greenery and distant landscape completes the scene."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_egoschema_3049f2855ee59a9b58db0d795e9a127e7da0c28ee7b582bdaed48b3d8a5be129",
+    "video_path": "videos/mem_egoschema_3049f2855ee59a9b58db0d795e9a127e7da0c28ee7b582bdaed48b3d8a5be129.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video shows a person painting a wooden post on a balcony using a paintbrush with a yellow handle and dark bristles. The person, wearing black pants, white sneakers, and gray gloves with yellow trim, is seen from a first-person perspective. They dip the brush into a black paint can placed on the tiled floor, then apply paint to the post in smooth, vertical strokes. The balcony is surrounded by greenery, including bushes and trees, and a plastic sheet is spread on the floor to protect it from paint. The camera angle shifts frequently as the person moves around the post, capturing different views of the painting process."
+        ],
+        "level_2": [
+          "The video begins with the person starting to paint a wooden post on a balcony. They are holding a yellow-handled paintbrush and dipping it into a black paint can on the tiled floor. The person applies paint in vertical strokes, moving around the post to cover all sides. The surrounding area includes green bushes and trees, and a plastic sheet is laid out on the floor to prevent paint from spilling. The camera provides a first-person view, showing the person's hands and the brush in action.",
+          "In the middle section, the person continues painting the wooden post, focusing on different angles and sections. The camera captures close-up views of the brush applying paint, highlighting the texture of the wood and the smoothness of the strokes. The person occasionally adjusts their position and the plastic sheet on the floor to ensure even coverage. The background remains consistent with lush greenery and a clear view of the outdoor environment.",
+          "The final part of the video shows the person nearing completion of painting the post. They make final touches, ensuring all areas are covered. The camera angle shifts to show the top of the post and the surrounding railing. The person finishes by lifting the brush and stepping back slightly, revealing the freshly painted wooden post against the backdrop of the balcony and greenery."
+        ],
+        "level_3": [
+          "The video opens with the person beginning to paint a wooden post on a balcony. They are holding a yellow-handled paintbrush and dipping it into a black paint can placed on the tiled floor. The person starts applying paint in vertical strokes, moving around the post to cover all sides. The surrounding area includes green bushes and trees, and a plastic sheet is laid out on the floor to protect it from paint.",
+          "As the person continues, they focus on different angles and sections of the wooden post. The camera captures close-up views of the brush applying paint, highlighting the texture of the wood and the smoothness of the strokes. The person occasionally adjusts their position and the plastic sheet on the floor to ensure even coverage. The background remains consistent with lush greenery and a clear view of the outdoor environment.",
+          "The person then moves to the top of the wooden post, making sure to cover all edges and corners. The camera angle shifts to show the top of the post and the surrounding railing. The person continues to apply paint in precise strokes, ensuring complete coverage. The plastic sheet on the floor is adjusted to accommodate the new position.",
+          "In the next segment, the person focuses on the lower sections of the post, making sure no spots are missed. The camera captures the detailed work, showing the brush moving smoothly over the wood. The person occasionally steps back to assess their progress, ensuring an even coat of paint. The background remains the same, with greenery and a clear view of the outdoor setting.",
+          "Finally, the person makes final touches to the wooden post, ensuring all areas are covered. They lift the brush and step back slightly, revealing the freshly painted post. The camera shows the completed work, with the post looking smooth and evenly coated. The person then prepares to move on to the next section or clean up the workspace."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_dl3dv_8682dff2416536005d41c7d6b54cb77f517de695bcf25314f5ce43023a224188",
+    "video_path": "videos/mem_dl3dv_8682dff2416536005d41c7d6b54cb77f517de695bcf25314f5ce43023a224188.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, low-to-the-ground shot of a cozy living room. The camera slowly orbits clockwise around an office chair in the center of the room, which is piled high with pillows and a blanket. The chair has a black mesh back and silver base with wheels. On top of the chair sits a white pillow with red stitching and a sunflower design, then a patterned pillow with multicolored circles, and finally a light blue-gray blanket draped over everything. To the left, a large flat-screen TV on a black stand displays a vibrant cityscape with green trees and skyscrapers. Behind the TV, sheer curtains frame a window. The floor is covered in beige carpeting. As the camera continues its orbit, it reveals a yellow leather sofa against the right wall, adorned with a patterned throw pillow. Further around, another matching yellow leather armchair is visible near a small side table. The walls are decorated with framed pictures and a round wall clock. A tall floor lamp stands near the corner, casting soft ambient light. The camera moves closer to the chair, tilting up to show the texture of the blanket and the layered pillows. Then it dips down for a close-up of the chair’s wheeled base rolling slightly on the carpet, revealing a label on the underside of the seat. Finally, the camera pulls back slightly as the chair rotates gently on its own, completing the full 360-degree view while maintaining focus on the stacked pillows and blanket, with all mandatory landmarks — TV on black stand, yellow leather sofa, TV displaying cityscape, black TV stand, carpeted floor, office chair with stacked pillows, wall-mounted pictures, yellow sofa with patterned pillow, floor lamp, office chair with pillows and blanket — clearly visible throughout."
+        ],
+        "level_2": [
+          "The video opens with a low-angle, wide shot of a living room. The camera begins a slow clockwise orbit around an office chair piled with pillows and a blanket. The chair features a black mesh back and silver five-wheel base. In the background, a large TV on a black stand displays a cityscape with greenery and buildings. To the right, a yellow leather sofa with a patterned pillow is visible. The floor is beige carpet. Wall-mounted pictures line the back wall, and a floor lamp emits warm light. The camera movement reveals more of the room’s layout, including a second yellow armchair and a side table. The scene remains static except for the gentle rotation of the camera around the central chair.",
+          "Continuing from the previous segment, the camera completes its first half-orbit around the office chair. It now focuses more closely on the stacked pillows — one with a sunflower design, another with geometric circles — and the light blue-gray blanket draped over them. The TV still shows the cityscape, and the black TV stand remains visible. The yellow leather sofa appears again, this time from a different angle, emphasizing its texture and the patterned pillow resting on it. The camera tilts downward briefly, capturing the chair’s wheels on the carpet and a glimpse of a label under the seat. The ambient lighting from the floor lamp enhances the cozy atmosphere. The camera maintains smooth motion, preparing to complete the full circle.",
+          "Finally, the camera finishes its 360-degree orbit around the office chair, now showing the rear and side views once more. The blanket and pillows remain undisturbed atop the chair, which subtly rotates on its own. The TV continues to display the cityscape, framed by sheer curtains. The yellow leather sofa and matching armchair are both fully visible, along with the wall-mounted pictures and floor lamp. The beige carpet covers the entire floor, and the black TV stand anchors the left side of the frame. The camera lingers on a final close-up of the chair’s base before pulling back slightly to capture the entire scene in one cohesive, tranquil shot, ensuring all mandatory landmarks are present and clearly depicted."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle, wide shot centered on an office chair piled with pillows and a blanket. The chair has a black mesh back and silver five-wheel base. To the left, a large flat-screen TV on a black stand displays a vibrant cityscape with green trees and skyscrapers. The floor is beige carpet. The camera begins a slow clockwise orbit around the chair, revealing part of a yellow leather sofa to the right with a patterned pillow, wall-mounted pictures behind it, and sheer curtains framing a window behind the TV.",
+          "20-40%: Continuing the orbit, the camera reveals a second yellow leather armchair near a small side table and a tall floor lamp casting soft ambient light in the corner. The beige carpet extends across the entire floor. The office chair remains piled with pillows — one white with red stitching and a sunflower design, another with multicolored circular patterns — and a light blue-gray blanket draped over them. The TV continues to display the cityscape, and the black TV stand remains visible on the left.",
+          "40-60%: Now halfway through the orbit, the camera focuses more closely on the stacked pillows and blanket, tilting upward to show texture details, then dips down for a close-up of the chair’s wheeled base rolling slightly on the carpet. A label is visible on the underside of the seat. The yellow leather sofa and patterned pillow reappear in the background, and the ambient lighting from the floor lamp enhances the cozy atmosphere. The camera maintains smooth motion, preparing to complete the circle.",
+          "60-80%: As the camera continues its clockwise orbit, it captures the rear and side views of the office chair, still laden with pillows and blanket, while the TV screen (displaying the cityscape) comes into view again. Wall-mounted pictures and the floor lamp are visible in the background. The yellow leather sofa and matching armchair are both fully visible, reinforcing the room’s layout and lived-in feel. The camera smoothly transitions toward the final quarter of the orbit.",
+          "80-100%: Finally, the camera completes its 360-degree orbit, returning to a position similar to the start but with a slight upward tilt. The office chair subtly rotates on its own, still piled with pillows and blanket. All mandatory landmarks — TV on black stand, yellow leather sofa with patterned pillow, TV displaying cityscape, black TV stand, beige carpeted floor, office chair with stacked pillows and blanket, wall-mounted pictures, floor lamp, and second yellow armchair — are clearly visible in the final tranquil composition."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle, wide shot centered on an office chair piled with pillows and a blanket. The chair has a black mesh back and silver base with wheels. To the left, a large TV on a black stand displays a cityscape. The floor is beige carpet. The camera begins a slow clockwise orbit around the chair.",
+          "Part 2/8: Continuing the orbit, the camera reveals a yellow leather sofa to the right, adorned with a patterned pillow. Wall-mounted pictures are visible behind the sofa. The TV still shows the cityscape. The camera movement is smooth, maintaining focus on the central chair while gradually exposing more of the room’s layout.",
+          "Part 3/8: The camera moves further around, showing a second yellow leather armchair near a side table. A floor lamp casts soft light in the corner. The beige carpet extends across the entire floor. The office chair remains piled with pillows and a blanket, and the TV continues to display the cityscape on its black stand.",
+          "Part 4/8: Now halfway through the orbit, the camera focuses more closely on the stacked pillows — one with a sunflower motif, another with circular patterns — and the light blue-gray blanket. The TV and black stand remain visible in the background. The camera tilts slightly downward, revealing the chair’s wheels on the carpet.",
+          "Part 5/8: The camera dips lower for a close-up of the chair’s base, showing the silver five-wheel mechanism rolling slightly on the beige carpet. A label is visible on the underside of the seat. The yellow leather sofa and patterned pillow reappear in the background as the camera begins to pull back slightly.",
+          "Part 6/8: As the camera continues its clockwise orbit, it captures the rear view of the office chair, still laden with pillows and blanket. The TV screen, displaying the cityscape, comes into view again. The wall-mounted pictures and floor lamp are visible in the background, reinforcing the cozy, lived-in atmosphere of the room.",
+          "Part 7/8: The camera moves toward the final quarter of the orbit, bringing the yellow leather sofa and patterned pillow back into prominence. The black TV stand and cityscape remain steady in the frame. The camera smoothly transitions, preparing to complete the full 360-degree view while keeping all elements in harmony.",
+          "Part 8/8: Finally, the camera completes its orbit, returning to a position similar to the start but with a slight upward tilt. The office chair, still piled with pillows and blanket, subtly rotates on its own. All mandatory landmarks — TV on black stand, yellow leather sofa, TV displaying cityscape, black TV stand, carpeted floor, office chair with stacked pillows, wall-mounted pictures, yellow sofa with patterned pillow, floor lamp, office chair with pillows and blanket — are clearly visible in the final tranquil composition."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_openhumanvid_123bf0e9ebe6b06efc7a9d81637b6990353e5fc637a15463577b0567bdaad0fd",
+    "video_path": "videos/mem_openhumanvid_123bf0e9ebe6b06efc7a9d81637b6990353e5fc637a15463577b0567bdaad0fd.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In a bustling ancient marketplace, three men in traditional East Asian attire walk through the crowd. The central figure, distinguished by his long dark hair tied in a top knot and ornate white and gray robe with intricate embroidery, holds a piece of food. He is flanked by two other men, one in a blue and gray ensemble with a leather belt and the other in a blue and white outfit with red accents. As they move forward, the camera follows them smoothly, capturing the lively atmosphere of the market with vendors, barrels, and people in various colorful garments. The scene is bathed in warm sunlight, highlighting the detailed textures of their clothing and the vibrant activity around them."
+        ],
+        "level_2": [
+          "The scene opens with the three men walking side by side through a crowded marketplace. The central figure, wearing a white and gray robe with detailed embroidery and holding a piece of food, is the focal point. To his left, a man in a blue and gray outfit with a leather belt walks calmly, while to his right, another man in a blue and white ensemble with red accents gestures subtly. The background is filled with people in traditional attire, wooden stalls, and barrels, all under bright sunlight. The camera maintains a steady follow shot, keeping the trio centered as they navigate the bustling environment.",
+          "As the trio continues their walk, the central figure takes a bite of the food he is holding, savoring it while engaging in conversation with the man on his right. The man on the left remains composed, occasionally glancing at his companions. The market around them is alive with activity; vendors are seen interacting with customers, and the air is filled with the sounds of commerce. The lighting remains consistent, casting soft shadows and emphasizing the rich colors of the scene.",
+          "The group moves deeper into the marketplace, passing by more stalls and interacting briefly with other pedestrians. The central figure continues to enjoy his food, now looking more relaxed and engaged in the conversation. The man on the right smiles and gestures animatedly, while the man on the left maintains a steady pace. The camera angle shifts slightly, revealing more of the market's depth and the variety of goods on display, from fresh produce to woven baskets."
+        ],
+        "level_3": [
+          "The video begins with the three men walking through a lively ancient marketplace. The central figure, dressed in a white and gray robe with intricate embroidery and holding a piece of food, is the main focus. He is accompanied by two men, one in a blue and gray outfit with a leather belt and the other in a blue and white ensemble with red accents. The market is bustling with people in traditional attire, wooden stalls, and barrels, all illuminated by warm sunlight. The camera follows them smoothly, keeping them centered as they move forward.",
+          "As they continue walking, the central figure takes a bite of the food he is holding, savoring it while engaging in conversation with the man on his right. The man on the left remains composed, occasionally glancing at his companions. The background is filled with the vibrant activity of the market, with vendors interacting with customers and the air filled with the sounds of commerce. The lighting remains consistent, highlighting the detailed textures of their clothing and the lively atmosphere.",
+          "The trio navigates further into the marketplace, passing by more stalls and interacting briefly with other pedestrians. The central figure continues to enjoy his food, now looking more relaxed and engaged in the conversation. The man on the right smiles and gestures animatedly, while the man on the left maintains a steady pace. The camera angle shifts slightly, revealing more of the market's depth and the variety of goods on display, from fresh produce to woven baskets.",
+          "The scene transitions to show the group moving past a vendor stall where a woman in a floral robe is seen interacting with a customer. The central figure continues to hold his food, now looking towards the vendor, while the man on the right gestures towards the stall. The man on the left looks ahead, maintaining his calm demeanor. The market remains bustling, with the warm sunlight casting soft shadows and highlighting the rich colors of the scene.",
+          "In the final moments, the trio continues their journey through the marketplace, now passing by a different section with more wooden structures and additional stalls. The central figure takes another bite of his food, still engaged in conversation with the man on his right. The man on the left looks around, observing the surroundings. The camera follows them closely, capturing the dynamic and vibrant atmosphere of the market as they move deeper into the scene."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_openhumanvid_905900711f77b59bbbca83e0d71469a935b4f6d646f82da062039c5454f57287",
+    "video_path": "videos/mem_openhumanvid_905900711f77b59bbbca83e0d71469a935b4f6d646f82da062039c5454f57287.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video features a close-up shot of a man with short dark hair, closely cropped on the sides, wearing a gray pinstripe suit jacket over a white collared shirt. His face shows slight signs of fatigue or stress, with visible sweat or moisture on his forehead and face. He appears to be in a formal setting, possibly a courtroom or auditorium, as there is a blurred audience in the background. The man remains mostly still, with subtle shifts in his gaze and slight movements of his mouth, suggesting he is listening intently or preparing to speak. The lighting is soft and even, highlighting the texture of his suit and the details of his facial features."
+        ],
+        "level_2": [
+          "The video begins with a close-up of a man in a gray pinstripe suit jacket over a white collared shirt, his short dark hair neatly styled. His face shows signs of stress, with visible sweat on his forehead and slight dark circles under his eyes. He is seated in what appears to be a formal setting, with a blurred audience in the background. As the scene progresses, the man subtly shifts his gaze, looking slightly to the left and then back to the center, indicating he is focused on something or someone off-camera. His expression remains serious and contemplative throughout.",
+          "Continuing from the previous scene, the man maintains his position in the formal setting, with the blurred audience still present in the background. His facial expression remains largely unchanged, but there is a slight movement of his lips, suggesting he might be about to speak or reacting to something being said. The lighting continues to highlight the texture of his suit and the details of his face, emphasizing the stress and fatigue evident in his appearance.",
+          "Finally, the man's gaze shifts slightly to the right, and his expression becomes more animated, with his mouth opening as if he is speaking or responding to a question. The background audience remains out of focus, maintaining the sense of depth and context. The camera stays steady, keeping the man's face in sharp focus, capturing the subtle changes in his expression and the slight sheen of sweat on his forehead."
+        ],
+        "level_3": [
+          "The video opens with a close-up of a man in a gray pinstripe suit jacket over a white collared shirt, his short dark hair neatly styled. His face shows signs of stress, with visible sweat on his forehead and slight dark circles under his eyes. He is seated in a formal setting, likely a courtroom or auditorium, with a blurred audience in the background. The lighting is soft, highlighting the texture of his suit and the details of his face.",
+          "As the scene progresses, the man subtly shifts his gaze, looking slightly to the left and then back to the center, indicating he is focused on something or someone off-camera. His expression remains serious and contemplative, with minimal movement, suggesting he is deeply engaged in the situation.",
+          "The man's gaze continues to shift slightly, now looking more directly forward. His lips move subtly, suggesting he might be about to speak or reacting to something being said. The background audience remains out of focus, maintaining the sense of depth and context. The lighting continues to emphasize the texture of his suit and the details of his face.",
+          "The man's expression becomes more animated, with his mouth opening slightly as if he is speaking or responding to a question. His gaze shifts slightly to the right, indicating a change in focus or reaction. The camera remains steady, keeping his face in sharp focus, capturing the subtle changes in his expression and the slight sheen of sweat on his forehead.",
+          "In the final moments, the man's expression remains engaged, with his mouth slightly open as if he is continuing to speak. His gaze is directed slightly to the right, and the background audience is still out of focus. The lighting continues to highlight the texture of his suit and the details of his face, emphasizing the stress and fatigue evident in his appearance."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_egoschema_695418a700aaea62bd90ad615728134fd8be8569db8371a3a2181b33905f7a9d",
+    "video_path": "videos/mem_egoschema_695418a700aaea62bd90ad615728134fd8be8569db8371a3a2181b33905f7a9d.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video shows a person working with a dark brown wooden plank outdoors on a grassy area. The person, wearing a gray t-shirt with a logo and khaki shorts, picks up the rectangular plank, which has a smooth surface and wood grain texture. They move around the plank, repositioning it on a DeWalt miter saw, measuring it with a yellow tape measure, and preparing it for cutting. The camera angle shifts frequently, providing various perspectives of the plank and the person's actions as they handle the wood multiple times throughout the sequence."
+        ],
+        "level_2": [
+          "The video begins with the person picking up a dark brown wooden plank from the grassy ground. They carry the plank to a DeWalt miter saw, positioning it carefully on the saw's base. Next, the person uses a yellow tape measure to measure the length of the plank while holding it steady on the saw. The camera captures these actions from different angles, emphasizing the detailed handling of the wood.",
+          "In the middle section, the person continues to work with the plank on the miter saw. They adjust the position of the plank, ensuring it is aligned correctly for cutting. After making adjustments, they use the tape measure again to double-check the measurements. The person then prepares the miter saw for the cut, moving their hands around the tool and the plank.",
+          "The final part of the video shows the person making the cut on the plank using the miter saw. Once the cut is complete, they remove the freshly cut piece and place it aside. The person then picks up another plank from the ground, repeating the process of measuring and positioning it on the saw. The video ends with the person preparing the next plank for cutting."
+        ],
+        "level_3": [
+          "The video opens with the person standing in a grassy outdoor area, surrounded by various tools and wooden planks. They pick up a dark brown wooden plank, which is rectangular with a smooth surface and visible wood grain. The person carries the plank towards a DeWalt miter saw, positioning it on the saw's base. The camera angle provides a close-up view of the plank and the person's hands as they handle it.",
+          "Next, the person uses a yellow tape measure to measure the length of the plank while it rests on the miter saw. They hold the tape measure firmly against the wood, ensuring an accurate measurement. The camera captures this action from above, showing the person's tattooed arm and the details of the tape measure. After measuring, they adjust the plank on the saw, preparing it for the cut.",
+          "The person then makes the cut on the plank using the miter saw. The saw blade spins rapidly as they guide the plank through the cut. Once the cut is complete, they remove the freshly cut piece and place it aside. The person then picks up another plank from the ground, repeating the process of measuring and positioning it on the saw. The camera follows their movements, capturing the entire sequence from different angles.",
+          "Continuing from the previous scene, the person measures the new plank with the tape measure, ensuring it is the correct length for the project. They adjust the plank on the miter saw, making sure it is properly aligned. The camera angle shifts slightly, providing a broader view of the workspace, which includes various tools and materials scattered around the grassy area.",
+          "Finally, the person makes the cut on the second plank using the miter saw. After completing the cut, they remove the piece and place it with the others. The person then steps back, assessing the progress of their work. The video concludes with them picking up another plank from the ground, ready to continue the task. The camera captures the entire process, highlighting the precision and care taken in handling the wooden planks."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_dl3dv_124fd335d679c1328e7c0cd80ce486d8a62c20afae2b6470c275310b682b8093",
+    "video_path": "videos/mem_dl3dv_124fd335d679c1328e7c0cd80ce486d8a62c20afae2b6470c275310b682b8093.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of a vibrant, abstract sculpture composed of three stylized human figures — one orange, one yellow, and one blue — mounted on a reflective black circular base. The camera slowly pans clockwise around the sculpture, revealing its glossy, smooth surfaces catching sunlight. In the background, a modern glass building with large windows reflects the surrounding urban environment, including distant skyscrapers under a clear blue sky. Metal barricades line the perimeter of the sculpture’s plaza, separating pedestrians from the artwork. As the camera continues circling, the orange figure appears in dynamic motion, arms outstretched, while the yellow figure leans forward as if mid-stride, and the blue figure stands tall with arms raised triumphantly. The camera tilts up slightly to capture the full height of the sculpture against the cityscape, then tilts down to emphasize the reflective black base mirroring the colorful forms above. Continuing from this perspective, the camera moves behind the sculpture, offering views of the interplay between the figures’ poses and the surrounding architecture — including glimpses of street signs, passing cars, and pedestrians walking near the metal barricades. The modern glass building remains visible throughout, its facade occasionally reflecting the sculpture itself. Finally, the camera completes its orbit, returning to the initial frontal angle but now capturing more detail: the texture of the painted metal, the slight imperfections on the base, and the shadows cast by each figure. The video ends with a slow zoom-in on the blue figure’s raised arms, framed by the glass building and city skyline beyond."
+        ],
+        "level_2": [
+          "The video opens with a wide shot of a colorful abstract sculpture featuring three stylized human figures — orange, yellow, and blue — standing atop a reflective black circular base. The camera begins a slow clockwise pan around the sculpture, revealing its glossy finish and dynamic poses. In the background, a modern glass building with expansive windows reflects the bright blue sky and nearby high-rises. Metal barricades enclose the sculpture’s plaza, creating a defined public space. The orange figure is positioned frontally, arms extended, while the yellow and blue figures flank it, appearing to interact through their angled limbs. The camera movement is smooth, maintaining focus on the sculpture while subtly showcasing the urban context — including trees, sidewalks, and distant traffic.",
+          "Continuing from the initial orbit, the camera now reveals the rear and side profiles of the sculpture. The yellow figure leans forward dynamically, its elongated limbs suggesting motion, while the blue figure stands upright with arms raised high, dominating the vertical axis. The reflective black base mirrors the vivid colors and shapes above, enhancing the visual depth. As the camera pans further, the modern glass building remains prominent in the background, its surface reflecting the sculpture and surrounding cityscape. Metal barricades are consistently visible along the edges of the plaza, reinforcing the sculpture’s placement within a controlled public area. Pedestrians briefly pass by in the distance, adding subtle life to the scene without distracting from the central artwork.",
+          "Finally, the camera completes its 360-degree journey around the sculpture, returning to a frontal viewpoint but now with tighter framing and greater detail. The orange figure’s bold curves and outstretched posture are emphasized, while the blue and yellow figures frame it symmetrically. The reflective black base catches the light and reflections of the figures, creating a layered visual effect. The modern glass building looms behind, its clean lines contrasting with the organic forms of the sculpture. Metal barricades remain visible at the periphery, grounding the scene in an urban plaza setting. The camera slowly zooms in on the blue figure’s raised arms, capturing the interplay of color, form, and reflection before fading out with the sculpture centered against the city skyline."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle shot of a colorful abstract sculpture featuring three stylized human figures — orange, yellow, and blue — mounted on a reflective black circular base. The camera begins a slow clockwise pan, revealing the glossy surfaces of the figures under bright daylight. Behind them, a modern glass building with large windows reflects the surrounding cityscape. Metal barricades line the edge of the plaza, defining the sculpture’s space. Continuing the clockwise pan, the camera focuses on the orange figure’s dynamic pose — arms outstretched, legs bent — while the yellow figure appears to lean forward beside it. The reflective black base mirrors the vivid colors above. In the background, the modern glass building remains visible, its facade catching glints of sunlight. Metal barricades continue to frame the scene, separating the sculpture from pedestrian walkways.",
+          "20-40%: The camera now reveals the side profile of the sculpture, emphasizing the blue figure’s towering stance with arms raised high. The yellow figure’s elongated limbs create a sense of motion, interacting visually with the orange figure. The reflective black base enhances depth by mirroring the forms. The modern glass building still dominates the backdrop, reflecting the sculpture and distant skyscrapers. Metal barricades remain visible along the plaza’s perimeter. As the camera continues its orbit, the rear view of the sculpture comes into focus. The blue figure’s back is now visible, its arms still raised, while the orange and yellow figures appear intertwined from this angle. The reflective black base captures distorted reflections of the figures and the sky. The modern glass building remains a constant presence, its windows reflecting the urban environment. Metal barricades are still present, guiding pedestrian flow around the artwork.",
+          "40-60%: The camera now pans past the sculpture’s left flank, offering a new perspective where the yellow figure appears to stride forward, its limbs extending dramatically. The orange figure’s curved torso contrasts with the blue figure’s verticality. The reflective black base continues to mirror the scene. In the background, the modern glass building reflects both the sculpture and the bustling city beyond. Metal barricades remain visible, reinforcing the sculpture’s public placement. Continuing the clockwise movement, the camera captures the sculpture from a three-quarter rear angle. The blue figure’s raised arms dominate the upper frame, while the orange and yellow figures appear to support or react to its posture. The reflective black base catches the shifting light and colors. The modern glass building is still visible behind, its reflective surface adding layers to the composition. Metal barricades line the edge of the plaza, subtly guiding viewer attention toward the sculpture.",
+          "60-80%: The camera now approaches the front again, but from a slightly lower angle, emphasizing the sculpture’s scale and the glossy textures of the orange, yellow, and blue figures. The reflective black base mirrors their forms with crisp clarity. The modern glass building frames the scene behind, its clean lines contrasting with the organic shapes of the sculpture. Metal barricades are still visible at the edges, maintaining spatial boundaries around the artwork. The orange figure appears in dynamic motion, arms outstretched, while the yellow figure leans forward as if mid-stride, and the blue figure stands tall with arms raised triumphantly. The camera tilts up slightly to capture the full height of the sculpture against the cityscape, then tilts down to emphasize the reflective black base mirroring the colorful forms above.",
+          "80-100%: Finally, the camera settles into a frontal close-up, focusing on the blue figure’s raised arms and the interplay between all three figures. The reflective black base mirrors their vibrant colors and dynamic poses. The modern glass building looms behind, reflecting the sculpture and the city skyline. Metal barricades remain visible at the periphery. The camera slowly zooms in on the blue figure’s silhouette against the glass facade, ending the video with a tight, detailed shot that emphasizes color, form, and reflection. The video ends with a slow zoom-in on the blue figure’s raised arms, framed by the glass building and city skyline beyond."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle shot of a colorful abstract sculpture featuring three stylized human figures — orange, yellow, and blue — mounted on a reflective black circular base. The camera begins a slow clockwise pan, revealing the glossy surfaces of the figures under bright daylight. Behind them, a modern glass building with large windows reflects the surrounding cityscape. Metal barricades line the edge of the plaza, defining the sculpture’s space.",
+          "Part 2/8: Continuing the clockwise pan, the camera focuses on the orange figure’s dynamic pose — arms outstretched, legs bent — while the yellow figure appears to lean forward beside it. The reflective black base mirrors the vivid colors above. In the background, the modern glass building remains visible, its facade catching glints of sunlight. Metal barricades continue to frame the scene, separating the sculpture from pedestrian walkways.",
+          "Part 3/8: The camera now reveals the side profile of the sculpture, emphasizing the blue figure’s towering stance with arms raised high. The yellow figure’s elongated limbs create a sense of motion, interacting visually with the orange figure. The reflective black base enhances depth by mirroring the forms. The modern glass building still dominates the backdrop, reflecting the sculpture and distant skyscrapers. Metal barricades remain visible along the plaza’s perimeter.",
+          "Part 4/8: As the camera continues its orbit, the rear view of the sculpture comes into focus. The blue figure’s back is now visible, its arms still raised, while the orange and yellow figures appear intertwined from this angle. The reflective black base captures distorted reflections of the figures and the sky. The modern glass building remains a constant presence, its windows reflecting the urban environment. Metal barricades are still present, guiding pedestrian flow around the artwork.",
+          "Part 5/8: The camera now pans past the sculpture’s left flank, offering a new perspective where the yellow figure appears to stride forward, its limbs extending dramatically. The orange figure’s curved torso contrasts with the blue figure’s verticality. The reflective black base continues to mirror the scene. In the background, the modern glass building reflects both the sculpture and the bustling city beyond. Metal barricades remain visible, reinforcing the sculpture’s public placement.",
+          "Part 6/8: Continuing the clockwise movement, the camera captures the sculpture from a three-quarter rear angle. The blue figure’s raised arms dominate the upper frame, while the orange and yellow figures appear to support or react to its posture. The reflective black base catches the shifting light and colors. The modern glass building is still visible behind, its reflective surface adding layers to the composition. Metal barricades line the edge of the plaza, subtly guiding viewer attention toward the sculpture.",
+          "Part 7/8: The camera now approaches the front again, but from a slightly lower angle, emphasizing the sculpture’s scale and the glossy textures of the orange, yellow, and blue figures. The reflective black base mirrors their forms with crisp clarity. The modern glass building frames the scene behind, its clean lines contrasting with the organic shapes of the sculpture. Metal barricades are still visible at the edges, maintaining spatial boundaries around the artwork.",
+          "Part 8/8: Finally, the camera settles into a frontal close-up, focusing on the blue figure’s raised arms and the interplay between all three figures. The reflective black base mirrors their vibrant colors and dynamic poses. The modern glass building looms behind, reflecting the sculpture and the city skyline. Metal barricades remain visible at the periphery. The camera slowly zooms in on the blue figure’s silhouette against the glass facade, ending the video with a tight, detailed shot that emphasizes color, form, and reflection."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_openhumanvid_079f6efe68b1fb34517ef78bbb7e0bb066477fc1f5eae5cdbcc9b14ba023e2b7",
+    "video_path": "videos/mem_openhumanvid_079f6efe68b1fb34517ef78bbb7e0bb066477fc1f5eae5cdbcc9b14ba023e2b7.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video begins with a close-up profile shot of a man with dark, curly hair and light stubble on his face. He is wearing a light-colored, textured jacket over a collared shirt with thin vertical stripes, the collar of which is visible at the neckline. The man stands still in a dimly lit environment, with a textured wall in the background that appears to be made of rough, uneven material. Soft, shifting light casts dynamic shadows across his face, highlighting his features as the light source moves slightly throughout the scene. The camera remains stationary, focusing on the man's profile, ensuring his identity and appearance remain consistent despite the changing lighting."
+        ],
+        "level_2": [
+          "The video opens with a close-up profile view of a man with dark, curly hair and light stubble. He is dressed in a light-colored, textured jacket layered over a collared shirt with thin vertical stripes, the collar peeking out at the neckline. The setting is a dimly lit room with a rough, textured wall in the background. As the scene progresses, soft, shifting light creates moving shadows across the man's face, subtly altering the contours of his features. The camera remains fixed, maintaining focus on the man's profile, ensuring his appearance and the spatial consistency of the background are preserved.",
+          "Continuing from the previous scene, the man remains in the same position, his profile facing right. The lighting continues to shift, casting new patterns of shadow and light across his face, emphasizing his facial features such as his nose, lips, and the texture of his stubble. His dark, curly hair and the striped collar of his shirt remain clearly visible. The textured wall in the background stays consistent, providing a stable backdrop. The camera remains steady, capturing the subtle interplay of light and shadow without any movement.",
+          "Finally, the man maintains his stationary profile shot, with the shifting light continuing to play across his face. The shadows move gently, highlighting different aspects of his facial structure while his dark, curly hair and light stubble remain unchanged. The textured wall behind him provides a consistent, dimly lit environment. The camera holds its position, ensuring the man's identity and the overall composition of the scene remain intact throughout the final moments of the video."
+        ],
+        "level_3": [
+          "The video starts with a close-up profile shot of a man with dark, curly hair and light stubble. He is wearing a light-colored, textured jacket over a collared shirt with thin vertical stripes, the collar visible at the neckline. The setting is a dimly lit room with a rough, textured wall in the background. Soft, shifting light begins to cast dynamic shadows across his face, creating a subtle interplay of light and shadow that highlights his features. The camera remains stationary, focusing on the man's profile, ensuring his appearance and the spatial consistency of the background are maintained.",
+          "As the scene progresses, the man remains in the same position, his profile facing right. The shifting light continues to create new patterns of shadow and light across his face, emphasizing his nose, lips, and the texture of his stubble. His dark, curly hair and the striped collar of his shirt remain clearly visible. The textured wall in the background stays consistent, providing a stable backdrop. The camera remains fixed, capturing the subtle changes in lighting without any movement.",
+          "The lighting continues to shift, casting new shadows across the man's face, highlighting different aspects of his facial structure. His dark, curly hair and light stubble remain unchanged, and the striped collar of his shirt is still visible. The textured wall in the background provides a consistent, dimly lit environment. The camera remains steady, ensuring the man's identity and the overall composition of the scene are preserved.",
+          "The shifting light continues to play across the man's face, creating a dynamic interplay of shadows and highlights. His dark, curly hair and light stubble remain consistent, and the striped collar of his shirt is still visible. The textured wall in the background remains unchanged, providing a stable backdrop. The camera remains stationary, maintaining focus on the man's profile.",
+          "In the final moments of the video, the man remains in the same position, his profile facing right. The shifting light continues to cast dynamic shadows across his face, emphasizing his features. His dark, curly hair and light stubble remain unchanged, and the striped collar of his shirt is still visible. The textured wall in the background provides a consistent, dimly lit environment. The camera remains steady, ensuring the man's identity and the overall composition of the scene remain intact."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_openhumanvid_6a7d09a3add8ca9b49569c206c1d279510f527b473e6f3b976f41f11271da841",
+    "video_path": "videos/mem_openhumanvid_6a7d09a3add8ca9b49569c206c1d279510f527b473e6f3b976f41f11271da841.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video features a man in a blue military-style uniform with white lace collar and epaulets, adorned with multiple colorful medals on his chest. He has a bald head, a prominent mustache, and wears round gold-rimmed sunglasses. The man is seated and speaks while wearing white gloves. Flanking him are two women: one on the left in a beige and white striped dress with a high collar, pearl necklace, and green trim; the other on the right in a light purple lace dress. The background consists of a traditional folding screen with floral patterns. Throughout the video, the camera maintains a medium shot, focusing on the man as he gestures slightly with his gloved hand, while the women remain still and composed."
+        ],
+        "level_2": [
+          "The video opens with a medium shot of a man in a blue military-style uniform, featuring white lace details on the collar and epaulets, and multiple colorful medals pinned to his chest. He is bald, sports a prominent mustache, and wears round gold-rimmed sunglasses. His white-gloved hand rests near his lap as he begins to speak. To his left stands a woman in a beige and white striped dress with a high collar, pearl necklace, and green trim, while to his right is another woman in a light purple lace dress. The backdrop is a traditional folding screen with floral designs. The camera remains steady, keeping the man centered as he continues to speak.",
+          "As the scene progresses, the man in the blue military-style uniform continues speaking, occasionally gesturing with his gloved hand. His round gold-rimmed sunglasses and prominent mustache remain prominent features. The two women beside him maintain their positions; the woman on the left in the striped dress with pearl accessories and the woman on the right in the purple lace dress. The floral-patterned folding screen in the background remains unchanged, providing a consistent setting. The camera angle stays fixed, ensuring the man remains the focal point.",
+          "In the final part of the video, the man in the blue military-style uniform continues his speech, his expression animated as he speaks. His round gold-rimmed sunglasses and white gloves are still visible, and the colorful medals on his chest add to his distinguished appearance. The two women flanking him remain in place, the woman on the left in her striped dress with pearl accents and the woman on the right in her purple lace dress. The floral folding screen in the background provides a stable and elegant setting. The camera maintains its focus on the man, capturing his continued dialogue."
+        ],
+        "level_3": [
+          "The video begins with a close-up shot of a man in a blue military-style uniform, complete with white lace collar and epaulets, and multiple colorful medals on his chest. He is bald, with a prominent mustache, and wears round gold-rimmed sunglasses. His white-gloved hand is visible as he starts speaking. To his left stands a woman in a beige and white striped dress with a high collar, pearl necklace, and green trim, while to his right is a woman in a light purple lace dress. The background features a traditional folding screen with floral patterns. The camera is steady, focusing on the man as he begins to speak.",
+          "Continuing from the initial scene, the man in the blue military-style uniform remains the central figure, speaking animatedly. His round gold-rimmed sunglasses and white gloves are still prominent, and he makes slight gestures with his gloved hand. The two women beside him remain in their respective positions; the woman on the left in the striped dress with pearl accessories and the woman on the right in the purple lace dress. The floral-patterned folding screen in the background remains unchanged, providing a consistent and elegant setting. The camera angle remains fixed, keeping the man centered.",
+          "As the video progresses, the man in the blue military-style uniform continues his speech, his expression becoming more animated. His round gold-rimmed sunglasses and white gloves are still visible, and the colorful medals on his chest add to his distinguished appearance. The two women flanking him remain in place, the woman on the left in her striped dress with pearl accents and the woman on the right in her purple lace dress. The floral folding screen in the background provides a stable and elegant backdrop. The camera maintains its focus on the man, capturing his continued dialogue.",
+          "The scene transitions smoothly as the man in the blue military-style uniform continues to speak, his gestures becoming more pronounced. His round gold-rimmed sunglasses and white gloves remain a focal point, and the colorful medals on his chest are clearly visible. The two women beside him remain stationary; the woman on the left in the striped dress with pearl accessories and the woman on the right in the purple lace dress. The floral-patterned folding screen in the background remains a constant element, providing a consistent setting. The camera angle stays fixed, ensuring the man remains the primary focus.",
+          "Finally, the man in the blue military-style uniform concludes his speech, his expression remaining animated. His round gold-rimmed sunglasses and white gloves are still prominent, and the colorful medals on his chest add to his distinguished look. The two women flanking him remain in their respective positions; the woman on the left in the striped dress with pearl accessories and the woman on the right in the purple lace dress. The floral folding screen in the background provides a stable and elegant setting. The camera maintains its focus on the man, capturing his final words as the video ends."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_mipnerf360_a8f137cd302ac277409b1dcd26e4c8a03d8600bc4f6a80af40c71a5a980a98c5_object",
+    "video_path": "videos/mem_mipnerf360_a8f137cd302ac277409b1dcd26e4c8a03d8600bc4f6a80af40c71a5a980a98c5.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A pink and white bonsai tree with a dark wooden base sits on a purple knitted cloth-covered table in a room with a red bicycle and a keyboard in the background."
+        ],
+        "level_2": [
+          "A pink and white bonsai tree is centered on a purple knitted cloth-covered table, with a red bicycle partially visible to the left and a keyboard in the background.",
+          "The scene shifts to show more of the room, revealing a window with natural light, a desk with a computer monitor, and a patterned rug beneath the table.",
+          "The camera moves closer to the bonsai tree, highlighting its intricate branches and vibrant flowers, while the background includes a cardboard box and a door."
+        ],
+        "level_3": [
+          "A pink and white bonsai tree with a dark wooden base is placed on a purple knitted cloth-covered table, with a red bicycle leaning against the wall to the left and a keyboard on a stand behind it.",
+          "The camera pans slightly to the right, showing a window with daylight streaming in, a desk with a computer monitor, and a patterned rug on the wooden floor.",
+          "The view shifts to focus more on the bonsai tree, capturing its detailed branches and blossoms, with a cardboard box and a white door visible in the background.",
+          "The camera angle changes to a lower perspective, emphasizing the texture of the purple cloth and the wooden base of the bonsai tree, with the red bicycle wheel in the foreground.",
+          "The final shot shows the bonsai tree from a slightly elevated angle, with the red bicycle fully visible in the background, resting against the wall, and a few magazines lying on the wooden floor nearby."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_mipnerf360_5f84c46d31489bd1a6b57b7c5c8cbc15280e279f8eb03122abd9362ac7333d13_object",
+    "video_path": "videos/mem_mipnerf360_5f84c46d31489bd1a6b57b7c5c8cbc15280e279f8eb03122abd9362ac7333d13.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video captures a cluttered kitchen countertop made of dark granite, showcasing a variety of objects including metallic stainless steel bowls with reflective surfaces, orange and red apples in a wooden bowl, blue silicone oven mitts with embossed patterns, a yellow '12 British' egg carton featuring the Union Jack logo, a wooden rolling pin with visible grain, a clear plastic water pitcher, cans of 'Napoleon Chopped Chestnuts', a loaf of bread in a clear plastic bag, and various spices and condiments with labels. The camera pans and tilts across the scene, offering different perspectives of the same general area. Throughout the video, the objects maintain their identity, geometric integrity, texture fidelity, semantic correctness, and appearance consistency, even when partially occluded or re-entering the frame."
+        ],
+        "level_2": [
+          "At the beginning, the camera focuses on a section of the dark granite countertop, highlighting a metallic stainless steel bowl, a wooden rolling pin, and a cluster of orange and red apples in a wooden bowl. Blue silicone oven mitts are placed nearby, and a clear plastic water pitcher is visible in the background. As the camera pans to the middle third, it reveals more of the countertop, including a yellow '12 British' egg carton, a loaf of bread in a clear plastic bag, and several cans of 'Napoleon Chopped Chestnuts'. Toward the end, the camera tilts and pans back to the initial area, ensuring all objects maintain their consistent appearance, color, and texture throughout the movement."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a close-up view of the dark granite countertop, focusing on a metallic stainless steel bowl, a wooden rolling pin, and a wooden bowl filled with orange and red apples. A pair of blue silicone oven mitts rests beside the bowl, and a clear plastic water pitcher is visible in the background. The lighting highlights the reflective surface of the bowl and the grain of the rolling pin.",
+          "20-40%: The camera begins to pan to the right, revealing additional items on the countertop, including a yellow '12 British' egg carton with the Union Jack logo, a loaf of bread in a clear plastic bag, and several cans of 'Napoleon Chopped Chestnuts'. The blue silicone oven mitts remain in view, and the camera movement ensures that the textures and colors of these objects are consistently captured.",
+          "40-60%: Continuing its pan, the camera shifts focus to the left side of the countertop, bringing into view more of the metallic stainless steel bowls and the clear plastic water pitcher. The wooden rolling pin is still visible, and the camera angle changes slightly to provide a different perspective of the apples in the wooden bowl. The overall composition remains cluttered but organized, with each object maintaining its distinct appearance.",
+          "60-80%: The camera pans back toward the center and right side of the countertop, re-emphasizing the '12 British' egg carton, the loaf of bread, and the cans of chestnuts. The blue silicone oven mitts are once again prominently featured, and the camera movement ensures that the Union Jack logo on the egg carton and the embossed patterns on the mitts are clearly visible. The lighting remains consistent, highlighting the textures and colors of the objects.",
+          "80-100%: In the final segment, the camera tilts and pans back to the initial area, revisiting the metallic stainless steel bowl, the wooden rolling pin, and the wooden bowl of apples. The blue silicone oven mitts and the clear plastic water pitcher are also brought back into focus. The video concludes by ensuring that all objects have been consistently represented throughout the entire sequence, maintaining their identity, geometric integrity, texture fidelity, and semantic correctness."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_mipnerf360_575f06997f088dc5824bec5a960459303edd0154e65b3594e29810380ac7ea50_object",
+    "video_path": "videos/mem_mipnerf360_575f06997f088dc5824bec5a960459303edd0154e65b3594e29810380ac7ea50.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A circular wooden table with radial slats and a central metal ring sits on a hexagonal stone pavement in a lush garden. A rustic vase filled with dried leaves is placed at the center of the table. The camera slowly pans around the table, capturing it from various angles while maintaining focus on the table's design and the surrounding greenery."
+        ],
+        "level_2": [
+          "The scene opens with a view of the circular wooden table from a slightly elevated angle, showcasing its radial slat design and the central vase with dried leaves. The camera begins to pan to the right, revealing more of the garden's background, including brick walls covered in ivy and various plants. The hexagonal stone pavement beneath the table remains consistent as the camera moves.",
+          "As the camera continues its pan, the focus shifts to the left side of the table, providing a closer look at the intricate details of the wooden slats and the central metal ring. The surrounding garden becomes more prominent, with different types of foliage and a glimpse of a house in the distance. The vase with dried leaves remains a central point of interest.",
+          "The camera completes its pan, offering a top-down view of the table. The radial slats are clearly visible, converging towards the central vase. The hexagonal stone pavement is fully in view, and the garden's greenery surrounds the table, creating a serene and natural setting. The dried leaves in the vase add a touch of rustic charm."
+        ],
+        "level_3": [
+          "The video begins with a close-up of the circular wooden table, highlighting its radial slat design and the central metal ring. A rustic vase containing dried leaves sits prominently in the center. The table is placed on a hexagonal stone pavement, surrounded by lush green grass and various plants. The camera starts to pan slowly to the right, revealing a brick wall covered in ivy and a glimpse of a house in the background.",
+          "As the camera continues its pan, it captures the left side of the table, emphasizing the detailed craftsmanship of the wooden slats and the central metal ring. The surrounding garden becomes more visible, with different types of foliage and a small fence in the distance. The vase with dried leaves remains a focal point, adding a natural element to the scene.",
+          "The camera movement progresses, providing a more comprehensive view of the garden. The table's design is showcased from multiple angles, with the radial slats converging towards the central vase. The hexagonal stone pavement beneath the table is fully visible, and the garden's greenery frames the scene beautifully. The dried leaves in the vase continue to add a rustic touch.",
+          "The camera completes its pan, offering a top-down perspective of the table. The radial slats are clearly defined, leading the eye towards the central vase. The hexagonal stone pavement is prominently displayed, and the garden's lush greenery surrounds the table, creating a tranquil and inviting atmosphere. The dried leaves in the vase remain a constant element, enhancing the natural aesthetic.",
+          "The final shot focuses on the table from directly above, capturing the intricate details of the wooden slats and the central metal ring. The vase with dried leaves is centered, and the hexagonal stone pavement is fully in view. The surrounding garden, with its diverse plant life, completes the serene setting. The camera remains steady, allowing the viewer to appreciate the table's design and the peaceful garden environment."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_mipnerf360_5f84c46d31489bd1a6b57b7c5c8cbc15280e279f8eb03122abd9362ac7333d13_spatial",
+    "video_path": "videos/mem_mipnerf360_5f84c46d31489bd1a6b57b7c5c8cbc15280e279f8eb03122abd9362ac7333d13.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video captures a dynamic exploration of a cluttered kitchen countertop, showcasing various food items and appliances such as metal mixing bowls, butternut squash, blue oven mitts, an egg carton, and a blender. The camera performs a horizontal loop-like motion, panning and tilting across the scene while occasionally zooming in and out. As it retraces its path, the video revisits similar areas of the countertop, allowing for consistency checks on object positions and spatial relationships. Background elements, including cabinets and a window view, are intermittently revealed and re-entered as the camera moves, requiring attention to environmental continuity."
+        ],
+        "level_2": [
+          "At the beginning, the camera focuses on the left side of the countertop, highlighting a large metal mixing bowl, butternut squash, and a blue oven mitt. It then pans rightward, revealing more items like an egg carton, a bag of chips, and a blender. In the middle, the camera continues its horizontal movement, exploring the center and right sections of the countertop, including a wooden bowl with fruits and a can of soda. Toward the end, the camera retraces its path, revisiting earlier areas and providing a comprehensive overview of the entire countertop, ensuring spatial and environmental consistency."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a close-up view of the left side of the countertop, focusing on a large metal mixing bowl, several butternut squashes, and a blue oven mitt. The camera begins its horizontal pan to the right, capturing the initial layout of the scene.",
+          "20-40%: As the camera continues its pan, it reveals more items on the countertop, including an egg carton, a bag of chips, and a blender. The focus shifts toward the center of the countertop, showcasing additional objects like a wooden bowl with fruits and a can of soda.",
+          "40-60%: The camera reaches the right side of the countertop, displaying a variety of items such as a loaf of bread in a plastic bag, a knife, and a bag of pasta. It then begins to retrace its path, moving back toward the left side of the countertop.",
+          "60-80%: The camera retraces its earlier path, revisiting the center and left sections of the countertop. It captures the same objects from slightly different angles, emphasizing the consistency of their positions and the overall layout of the scene.",
+          "80-100%: Toward the end, the camera completes its loop by returning to the starting point on the left side of the countertop. It provides a final overview of the entire scene, ensuring that all spatial relationships and background elements remain consistent with the earlier views."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_mipnerf360_a8f137cd302ac277409b1dcd26e4c8a03d8600bc4f6a80af40c71a5a980a98c5_object",
+    "video_path": "videos/mem_mipnerf360_a8f137cd302ac277409b1dcd26e4c8a03d8600bc4f6a80af40c71a5a980a98c5.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A pink and white bonsai tree with a dark wooden base sits on a purple knitted cloth-covered table in a room with a red bicycle and a keyboard in the background."
+        ],
+        "level_2": [
+          "A pink and white bonsai tree is centered on a purple knitted cloth-covered table, with a red bicycle partially visible to the left and a keyboard in the background.",
+          "The scene shifts to show more of the room, revealing a window with natural light, a desk with a computer monitor, and a patterned rug beneath the table.",
+          "The camera moves closer to the bonsai tree, highlighting its intricate branches and vibrant flowers, while the background includes a cardboard box and a door."
+        ],
+        "level_3": [
+          "A pink and white bonsai tree with a dark wooden base is placed on a purple knitted cloth-covered table, with a red bicycle leaning against the wall to the left and a keyboard on a stand behind it.",
+          "The camera pans slightly to the right, showing a window with daylight streaming in, a desk with a computer monitor, and a patterned rug on the wooden floor.",
+          "The view shifts to focus more on the bonsai tree, capturing its detailed branches and blossoms, with a cardboard box and a white door visible in the background.",
+          "The camera angle changes to a lower perspective, emphasizing the texture of the purple cloth and the wooden base of the bonsai tree, with the red bicycle wheel in the foreground.",
+          "The final shot shows the bonsai tree from a slightly elevated angle, with the red bicycle fully visible in the background, resting against the wall, and a few magazines lying on the wooden floor nearby."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_mipnerf360_575f06997f088dc5824bec5a960459303edd0154e65b3594e29810380ac7ea50_object",
+    "video_path": "videos/mem_mipnerf360_575f06997f088dc5824bec5a960459303edd0154e65b3594e29810380ac7ea50.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A circular wooden table with radial slats and a central metal ring sits on a hexagonal stone pavement in a lush garden. A rustic vase filled with dried leaves is placed at the center of the table. The camera slowly pans around the table, capturing it from various angles while maintaining focus on the table's design and the surrounding greenery."
+        ],
+        "level_2": [
+          "The scene opens with a view of the circular wooden table from a slightly elevated angle, showcasing its radial slat design and the central vase with dried leaves. The camera begins to pan to the right, revealing more of the garden's background, including brick walls covered in ivy and various plants. The hexagonal stone pavement beneath the table remains consistent as the camera moves.",
+          "As the camera continues its pan, the focus shifts to the left side of the table, providing a closer look at the intricate details of the wooden slats and the central metal ring. The surrounding garden becomes more prominent, with different types of foliage and a glimpse of a house in the distance. The vase with dried leaves remains a central point of interest.",
+          "The camera completes its pan, offering a top-down view of the table. The radial slats are clearly visible, converging towards the central vase. The hexagonal stone pavement is fully in view, and the garden's greenery surrounds the table, creating a serene and natural setting. The dried leaves in the vase add a touch of rustic charm."
+        ],
+        "level_3": [
+          "The video begins with a close-up of the circular wooden table, highlighting its radial slat design and the central metal ring. A rustic vase containing dried leaves sits prominently in the center. The table is placed on a hexagonal stone pavement, surrounded by lush green grass and various plants. The camera starts to pan slowly to the right, revealing a brick wall covered in ivy and a glimpse of a house in the background.",
+          "As the camera continues its pan, it captures the left side of the table, emphasizing the detailed craftsmanship of the wooden slats and the central metal ring. The surrounding garden becomes more visible, with different types of foliage and a small fence in the distance. The vase with dried leaves remains a focal point, adding a natural element to the scene.",
+          "The camera movement progresses, providing a more comprehensive view of the garden. The table's design is showcased from multiple angles, with the radial slats converging towards the central vase. The hexagonal stone pavement beneath the table is fully visible, and the garden's greenery frames the scene beautifully. The dried leaves in the vase continue to add a rustic touch.",
+          "The camera completes its pan, offering a top-down perspective of the table. The radial slats are clearly defined, leading the eye towards the central vase. The hexagonal stone pavement is prominently displayed, and the garden's lush greenery surrounds the table, creating a tranquil and inviting atmosphere. The dried leaves in the vase remain a constant element, enhancing the natural aesthetic.",
+          "The final shot focuses on the table from directly above, capturing the intricate details of the wooden slats and the central metal ring. The vase with dried leaves is centered, and the hexagonal stone pavement is fully in view. The surrounding garden, with its diverse plant life, completes the serene setting. The camera remains steady, allowing the viewer to appreciate the table's design and the peaceful garden environment."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_tnt_5c230d78880b8c91f83954320759a4299ec025506ae677331c26e6220c455d3f_object",
+    "video_path": "videos/mem_tnt_5c230d78880b8c91f83954320759a4299ec025506ae677331c26e6220c455d3f.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A camera slowly orbits around a bronze family statue situated in a serene campus courtyard. The statue, featuring a kneeling man reaching up to a standing woman holding a child, is crafted with detailed drapery and exhibits a dark bronze color with greenish patina on certain areas. The base of the statue bears inscriptions: 'IN CELEBRATION OF FAMILY' and the names 'Louis and Dorina Bruteau'. As the camera moves, various perspectives highlight the emotional bond depicted in the statue's pose, while the background reveals a well-maintained environment with brick pathways, wooden benches, lush green hedges, palm trees, and distant buildings. Pedestrians occasionally walk by, adding life to the tranquil setting."
+        ],
+        "level_2": [
+          "The video begins with a close-up view of the bronze family statue, focusing on the intricate details of the figures—a kneeling man, a standing woman holding a child, and their expressive poses. The camera starts its orbit from the side, gradually revealing more of the circular courtyard, including wooden benches, manicured hedges, and a tall palm tree. As the camera continues its movement, the full base of the statue comes into view, displaying the inscriptions 'IN CELEBRATION OF FAMILY' and the names 'Louis and Dorina Bruteau'. The middle portion of the video showcases the statue from multiple angles, emphasizing the texture of the bronze and the emotional depth of the scene, with the background transitioning from a building entrance to open green spaces and pathways.",
+          "In the middle section, the camera has completed half of its orbit around the statue, now showing it from the opposite side. The focus remains on the statue's detailed craftsmanship, particularly the flowing robes and the tender interaction between the figures. The background features a mix of architectural elements, including a building with large windows and a red-tiled roof, as well as more greenery and additional benches. The camera continues to move smoothly, maintaining a steady pace that allows viewers to appreciate the statue's form and the surrounding environment. Pedestrians can be seen walking along the pathways in the distance, contributing to the sense of a living, breathing space.",
+          "Toward the end of the video, the camera completes its full orbit, returning to the initial viewpoint near the building entrance. The final perspective offers a comprehensive view of the statue, highlighting both the front and back details, including the inscriptions on the base. The surrounding area is shown in its entirety, with the brick-paved courtyard, benches, and lush landscaping creating a harmonious setting. The video concludes with a lingering shot of the statue, capturing the interplay of light and shadow on its surface, and the peaceful ambiance of the campus environment."
+        ],
+        "level_3": [
+          "The video opens with a close-up of the bronze family statue, capturing the kneeling man, standing woman, and child in a moment of familial connection. The camera begins its slow orbit from the left side, revealing the circular courtyard with wooden benches, a tall palm tree, and neatly trimmed hedges. The initial angle emphasizes the statue's detailed drapery and the greenish patina on the bronze, while the background shows a building entrance with large glass windows.",
+          "As the camera moves to the right, it continues its orbit, showcasing the statue from different angles. The middle section focuses on the base of the statue, where the inscriptions 'IN CELEBRATION OF FAMILY' and 'Louis and Dorina Bruteau' are clearly visible. The background transitions to include more greenery, a pathway, and distant buildings with red-tiled roofs. The smooth camera movement allows for a continuous appreciation of the statue's texture and the serene campus setting.",
+          "The camera continues its orbit, now showing the statue from the rear, highlighting the flowing robes and the tender pose of the figures. The background features a mix of architectural elements, including a building with large windows and a red-tiled roof, as well as more greenery and additional benches. The camera maintains a steady pace, ensuring that the viewer can fully appreciate the statue's form and the surrounding environment.",
+          "As the camera completes its orbit, it returns to the initial viewpoint near the building entrance. The final segment focuses on the front of the statue, capturing the interplay of light and shadow on its surface. The surrounding area is shown in its entirety, with the brick-paved courtyard, benches, and lush landscaping creating a harmonious setting. Pedestrians can be seen walking along the pathways in the distance, adding life to the tranquil scene.",
+          "The video concludes with a lingering shot of the statue, capturing the emotional depth of the scene and the peaceful ambiance of the campus environment. The final perspective offers a comprehensive view of the statue, highlighting both the front and back details, including the inscriptions on the base. The surrounding area is shown in its entirety, with the brick-paved courtyard, benches, and lush landscaping creating a harmonious setting."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_tnt_347b192573971cc541124018fe08d0198d80de2b7133ef1be6bf93a51771450e_object",
+    "video_path": "videos/mem_tnt_347b192573971cc541124018fe08d0198d80de2b7133ef1be6bf93a51771450e.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A dynamic video showcasing a large, dark metallic bronze horse statue in a rearing pose, with its front left leg raised and detailed mane and tail. The statue is mounted on a light beige rectangular pedestal featuring a plaque with text. The camera smoothly orbits around the statue, capturing it from various angles against a backdrop of a well-maintained campus-like setting with green lawns, palm trees, modern buildings, and a visible street with parked cars and pedestrians. The reflective surface of the bronze captures the surrounding environment, emphasizing texture fidelity and geometric integrity as the viewpoint changes."
+        ],
+        "level_2": [
+          "The video opens with a close-up view of the bronze horse statue, highlighting its rearing pose and intricate details such as the flowing mane and muscular anatomy. The camera begins to pan around the statue, revealing the light beige pedestal with a plaque inscribed with text. As the orbit continues, the background comes into view, showcasing a serene campus environment with lush green grass, tall palm trees, and modern architectural buildings. The reflective bronze surface mirrors the surroundings, maintaining consistent identity and texture throughout the movement.",
+          "In the middle section, the camera continues its smooth circular motion around the statue, offering a comprehensive view of its dynamic form from multiple perspectives. The focus remains on the statue's geometric integrity, ensuring that its proportions and shape remain consistent despite the changing angles. The background reveals more of the campus setting, including pathways, additional greenery, and distant buildings, all while the reflective quality of the bronze continues to capture the light and details of the environment.",
+          "Toward the end, the camera completes its orbit, returning to a view similar to the opening shot but from a slightly different angle. The full context of the statue's placement within the campus is now clear, with the street, parked cars, and pedestrians visible in the distance. The video emphasizes the statue's identity persistence, with the reflective surface consistently capturing the vibrant surroundings. The final frames provide a lingering appreciation of the statue's artistry and its harmonious integration into the environment."
+        ],
+        "level_3": [
+          "The video begins with a close-up of the bronze horse statue, focusing on its rearing pose and detailed features like the mane and tail. The camera starts to pan, revealing the light beige pedestal with a plaque. The initial movement sets the stage for the exploration of the statue's reflective surface and the surrounding campus environment, which includes green lawns and palm trees.",
+          "As the camera continues to move, it captures the statue from various angles, emphasizing its geometric integrity and the consistency of its shape. The background becomes more visible, showing modern buildings and pathways within the campus. The reflective bronze surface mirrors the environment, maintaining texture fidelity and providing a dynamic interplay of light and shadow.",
+          "The camera further orbits around the statue, offering a comprehensive view of its form and the surrounding area. The focus remains on the statue's identity persistence, with the reflective surface continuously capturing the details of the environment. The background reveals more of the campus, including additional greenery and distant buildings, enhancing the sense of place.",
+          "In the next phase, the camera completes its circular motion, bringing the viewer closer to the statue once again. The full context of the statue's placement within the campus is now evident, with the street, parked cars, and pedestrians visible in the distance. The reflective quality of the bronze continues to highlight the vibrant surroundings, ensuring a cohesive visual experience.",
+          "The video concludes with a final orbit around the statue, returning to a view similar to the opening shot but from a slightly different angle. The complete appreciation of the statue's artistry and its harmonious integration into the environment is emphasized, with the reflective surface consistently capturing the light and details of the surroundings. The final frames leave a lasting impression of the statue's dynamic presence and the serene campus setting."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_tnt_a4764f2ff7a08c7d8dae83b3891516592f4b7eb732e6e4e645a235b8aa04138f_object",
+    "video_path": "videos/mem_tnt_a4764f2ff7a08c7d8dae83b3891516592f4b7eb732e6e4e645a235b8aa04138f.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a classical-style monument situated in a park setting. The monument features a white marble base with multiple tiers and steps, supporting four fluted columns that form an open-air, columned structure. Within this structure is a bronze seated statue of a figure, centrally positioned. An inscription panel is visible on the front face of the base, and decorative sculptural elements, including a spire and winged figures, adorn the top. The camera moves around the monument, capturing it from various angles and distances, highlighting its geometric integrity and texture fidelity. The surrounding environment includes grassy areas, trees, and pathways, with lighting conditions changing throughout the video, from overcast to sunlit scenes."
+        ],
+        "level_2": [
+          "At the beginning, the video focuses on the lower portion of the monument, revealing its white marble base with tiered steps. The camera slowly tilts upward, unveiling the four fluted columns and the bronze seated statue within the open-air structure. The inscription panel on the base becomes visible as the camera continues to ascend. In the middle, the camera pans around the monument, showing the decorative sculptural elements at the top, including a spire and winged figures. The surrounding park environment, with its green grass, trees, and pathways, is consistently present. Toward the end, the video captures the monument from a higher angle, emphasizing its full height and the interplay of light and shadow on its surface, with the sky transitioning from overcast to clearer, sunlit conditions.",
+          "In the first third, the video begins with a close-up of the monument's base, gradually moving upwards to reveal the intricate details of the white marble structure and the bronze statue. The middle section shows the camera circling the monument, providing a comprehensive view of its design, including the inscription panel and the ornate top decorations. The final third focuses on the upper part of the monument, capturing the spire and winged figures against the sky, with the surrounding park landscape framing the scene. The lighting shifts subtly, enhancing the textures and contours of the monument.",
+          "The video starts by focusing on the lower steps and base of the monument, highlighting the white marble construction and the inscription panel. As the camera moves upward, the four fluted columns and the central bronze statue come into view, showcasing the monument's classical design. The middle part of the video captures the monument from various angles, emphasizing the decorative elements at the top and the surrounding park environment. In the final third, the camera ascends further, presenting a full view of the monument against the sky, with the lighting conditions changing to reflect different times of day."
+        ],
+        "level_3": [
+          "The video opens with a close-up of the monument's base, focusing on the white marble steps and the inscription panel. The camera slowly tilts upward, revealing the four fluted columns and the bronze seated statue within the open-air structure. The initial frames capture the monument from a low angle, emphasizing its grandeur and the detailed craftsmanship of the marble.",
+          "As the video progresses, the camera begins to pan around the monument, providing a 360-degree view of its design. The middle frames highlight the decorative sculptural elements at the top, including the spire and winged figures, while also showcasing the surrounding park environment with its lush greenery and pathways. The lighting remains consistent, with a mix of overcast and sunlit conditions.",
+          "In the next segment, the camera continues to circle the monument, focusing on the upper sections and the intricate details of the sculptures. The frames capture the monument from various angles, emphasizing its geometric integrity and the texture of the marble. The background remains a serene park setting, with trees and pathways visible throughout.",
+          "Toward the end of this segment, the camera ascends to capture the full height of the monument, showcasing the spire and winged figures against the sky. The lighting shifts to a brighter, sunlit condition, highlighting the monument's details and creating dynamic shadows. The surrounding park environment remains a constant backdrop, adding to the overall composition.",
+          "The final segment focuses on the monument from a high angle, capturing the interplay of light and shadow on its surface. The camera then moves to a lower angle, providing a comprehensive view of the entire monument against the sky. The video concludes with a wide shot of the monument in its entirety, framed by the park's greenery and pathways, under varying lighting conditions."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_tnt_244802e503a003b212b2da2e7e2265cc15a97b19ec1933487096f94417132017_object",
+    "video_path": "videos/mem_tnt_244802e503a003b212b2da2e7e2265cc15a97b19ec1933487096f94417132017.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A bronze statue of a seated man reading a book is the central focus of this video. The statue, with a greenish patina in its crevices, depicts a male figure in classical robes, holding an open book on his lap and sitting on a rock-like base. The camera moves around the statue in a continuous orbit, providing various perspectives from front to back and side angles. The statue is located in a circular stone fountain plaza surrounded by lush green grass, mature trees, and vibrant flowering beds. As the camera circles, the lighting highlights the intricate textures of the statue's surface, including the detailed folds of the robes and any inscriptions on the base. The background features a large, elegant building with multiple windows and a tiled roof, partially obscured by the surrounding greenery. The video maintains a consistent focus on the statue, ensuring its identity, geometric integrity, and texture fidelity are preserved throughout the dynamic camera movement."
+        ],
+        "level_2": [
+          "The video opens with a view of a bronze statue of a seated man reading a book, positioned in a circular stone fountain plaza. The statue, characterized by its greenish patina and classical robes, is the focal point as the camera begins to move around it. In the first third, the camera approaches the statue from a frontal perspective, gradually circling to the right, revealing more of the surrounding environment, including the well-manicured lawn, flowering beds, and the large building in the background. The lighting accentuates the statue's textured surface and the details of its attire.",
+          "As the video progresses into the middle third, the camera continues its orbit around the statue, now showing it from the rear and side angles. The statue's geometric integrity is maintained, with no apparent distortion or warping. The viewer can observe the intricate details of the book in the man's hands and the sculpted folds of his robes. The background remains consistent, with the green grass, trees, and flowering beds framing the scene, while the large building provides a stately backdrop. The camera movement is smooth, ensuring a seamless transition between different viewpoints.",
+          "In the final third of the video, the camera completes its orbit around the statue, returning to a frontal view similar to the opening shot. The focus remains on the statue's identity persistence, with all key features—its seated posture, the book on its lap, and the rock-like base—remaining clearly visible. The video concludes with a comprehensive view of the statue, emphasizing its texture fidelity and semantic correctness from all angles. The surrounding environment, including the circular stone plaza, green grass, and flowering beds, remains a constant, enhancing the serene and contemplative atmosphere of the scene."
+        ],
+        "level_3": [
+          "At the beginning of the video, the camera presents a frontal view of the bronze statue of a seated man reading a book. The statue, with its greenish patina and classical robes, is situated in a circular stone fountain plaza. The surrounding area is lush with green grass, mature trees, and colorful flowering beds. The camera starts to move slowly to the right, beginning to reveal the side profile of the statue and the elegant building in the background, which features multiple windows and a tiled roof.",
+          "As the video transitions into the 20-40% segment, the camera continues its smooth orbit around the statue, now showing it from a side angle. The intricate details of the statue's robes and the open book on its lap become more apparent. The background remains consistent, with the green grass, trees, and flowering beds providing a picturesque setting. The camera movement is steady, ensuring that the statue's geometric integrity is preserved, and the viewer can appreciate the fine textures of the bronze material.",
+          "In the 40-60% segment, the camera moves further around the statue, transitioning from the side to the rear view. The statue's back is now visible, showcasing the detailed sculpting of the robes and the overall form of the seated figure. The circular stone fountain plaza is still prominent, and the surrounding greenery continues to frame the scene beautifully. The large building in the background remains partially obscured by the trees, adding depth to the composition. The camera's movement is fluid, maintaining a clear and consistent focus on the statue.",
+          "As the video progresses into the 60-80% segment, the camera begins to move back towards the front of the statue, completing its orbit. The viewer is once again presented with a frontal view of the statue, similar to the opening shot. The intricate details of the statue's face, the book in its hands, and the rock-like base are clearly visible. The surrounding environment, including the circular stone plaza, green grass, and flowering beds, remains unchanged, providing a cohesive and serene setting.",
+          "In the final 80-100% segment, the camera continues its slow orbit around the statue, now focusing on the base and the circular stone fountain plaza. The intricate details of the statue's base, including any inscriptions, are highlighted. The camera then moves slightly closer to the statue, providing a more detailed view of the bronze material and the greenish patina in the crevices. The video concludes with a comprehensive view of the statue, emphasizing its identity persistence, geometric integrity, and texture fidelity from all angles, while the serene garden setting remains a constant backdrop."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_tnt_a5630370d7039c78cc822dbd17a967711be3632bd2cdb43519eab8c2fa876144_spatial",
+    "video_path": "videos/mem_tnt_a5630370d7039c78cc822dbd17a967711be3632bd2cdb43519eab8c2fa876144.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "A camera performs a seamless 360-degree horizontal pan around an elegant, spacious room with intricate architectural details. The room features a patterned carpet, ornate ceiling with geometric designs, dark wood paneling, arched windows with draped curtains, and a prominent fireplace. Throughout the pan, the camera captures various angles of tables, chairs, and decorative elements such as modern spherical pendant lights and golden wall sconces, eventually returning to the original starting point without any drift or misalignment."
+        ],
+        "level_2": [
+          "The camera begins its pan on the left side of the room, showcasing a series of long tables with unique S-shaped tops and high-backed chairs. As it moves, the ornate ceiling with its detailed geometric patterns becomes more visible, along with the large arched windows draped in light-colored curtains. The focus shifts toward the back of the room, revealing the grand fireplace adorned with golden accents.",
+          "Continuing the pan, the camera moves past the fireplace and focuses on the right side of the room, highlighting the dark wood paneling and arched doorways. The middle section of the room is captured, showing round tables with matching chairs and the interplay of light from the windows and modern pendant lights hanging from the ceiling.",
+          "The final part of the pan returns to the left side of the room, capturing the initial tables and chairs once more. The camera completes its 360-degree loop, emphasizing the symmetry and balance of the room's design, with all elements aligning perfectly as it returns to the starting viewpoint."
+        ],
+        "level_3": [
+          "The video opens with a view of the left side of the room, featuring long tables with distinctive S-shaped tops and dark wooden chairs. The camera begins its smooth horizontal pan, moving towards the back of the room and capturing the ornate ceiling with its intricate geometric patterns and modern spherical pendant lights. The large arched windows with light-colored curtains are also visible, allowing natural light to filter into the space.",
+          "As the camera continues its pan, it moves past the fireplace, which is adorned with golden accents and set against the dark wood paneling. The focus shifts to the right side of the room, showcasing the arched doorways and additional seating arrangements, including round tables with matching chairs. The interplay of light from the windows and the pendant lights creates a warm ambiance throughout the room.",
+          "The pan progresses further, capturing the middle section of the room with its symmetrical layout of tables and chairs. The camera then moves towards the far end of the room, highlighting the consistent design elements such as the patterned carpet, dark wood paneling, and arched windows. The focus returns to the left side, bringing the viewer back to the initial tables and chairs.",
+          "The camera continues its seamless loop, moving past the fireplace once again and focusing on the right side of the room. The detailed woodwork and arched doorways are emphasized, along with the decorative elements like the golden wall sconces and modern pendant lights. The pan ensures that all angles of the room are captured, maintaining a smooth and continuous motion.",
+          "In the final segment, the camera completes its 360-degree pan by returning to the original starting point on the left side of the room. The entire sequence showcases the elegance and symmetry of the space, with the camera capturing every detail from multiple perspectives before settling back at the beginning, demonstrating excellent loop memory and alignment."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_tnt_6893f40dcebdc2fdddd025f89a8cfc754e4fbf4ce16d161f17af92a103b60bfc_spatial",
+    "video_path": "videos/mem_tnt_6893f40dcebdc2fdddd025f89a8cfc754e4fbf4ce16d161f17af92a103b60bfc.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "A camera smoothly moves forward along the central aisle of an empty auditorium, showcasing rows of patterned seats and a stage with a large screen. The camera then reverses direction, retracing its path back through the auditorium, re-entering previously viewed areas without any noticeable inconsistencies or distortions."
+        ],
+        "level_2": [
+          "The camera begins by moving forward down the central aisle of the auditorium, revealing rows of beige patterned seats and a stage at the far end with a large screen. As it progresses, the camera captures the symmetrical layout and lighting fixtures on the ceiling. It then reverses direction, smoothly retracing its path back towards the entrance, re-entering the same areas with consistent visual details.",
+          "Continuing from the previous segment, the camera continues its backward journey along the central aisle, passing by the rows of seats and the stage area. The movement is fluid, maintaining a steady pace as it retraces the path taken earlier. The camera captures the same details of the auditorium's interior, including the lighting and seating arrangement, ensuring a seamless transition back to the starting point.",
+          "As the camera completes its backward journey, it re-enters the initial areas of the auditorium, confirming the smoothness of the path retracing. The final part of this segment shows the camera approaching the starting point, with the familiar view of the stage and seating arrangement coming into focus once again. The overall movement remains consistent, providing a cohesive visual experience."
+        ],
+        "level_3": [
+          "The camera starts its journey by moving forward along the central aisle of the auditorium, capturing the rows of beige patterned seats and the stage at the far end. The initial view highlights the symmetrical layout and the lighting fixtures on the ceiling, setting the stage for the exploration of the space.",
+          "As the camera continues its forward movement, it passes by the rows of seats, providing a closer look at the individual chairs and their arrangement. The stage area becomes more prominent, with the large screen and podium visible. The camera's steady pace allows for a detailed observation of the auditorium's interior design and features.",
+          "The camera reaches the stage area, offering a comprehensive view of the front of the auditorium. The large screen and podium are clearly visible, and the camera captures the details of the stage setup. The lighting fixtures on the ceiling are also in focus, emphasizing the well-lit environment of the auditorium.",
+          "Having reached the stage, the camera begins its reverse journey, retracing its path back along the central aisle. The movement is smooth and consistent, capturing the same details of the seating arrangement and lighting fixtures as it moves backward. The stage area is revisited, providing a familiar perspective of the front of the auditorium.",
+          "The camera continues its backward journey, passing by the rows of seats once again. The symmetrical layout and lighting fixtures are captured in detail, ensuring a seamless transition back to the starting point. The final part of this segment shows the camera approaching the entrance, with the familiar view of the stage and seating arrangement coming into focus."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_tnt_88d372e8fdd3bf9ff3f3165e627d8e178998fc2481c48402178bda80a087ad21_object",
+    "video_path": "videos/mem_tnt_88d372e8fdd3bf9ff3f3165e627d8e178998fc2481c48402178bda80a087ad21.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A vibrant yellow Caterpillar 950F wheel loader is showcased in a dry, grassy field under a clear blue sky. The video captures the machine from multiple angles as it slowly turns in place, allowing viewers to see its detailed features. The loader's large front bucket with teeth, massive dual rear tires with deep treads, and Caterpillar-branded cabin with large windows are prominently displayed. The CAT logo and model number '950F' are visible on the side, along with an 'O Nelson & Son Construction' sticker containing contact information. The camera smoothly orbits around the stationary loader, maintaining focus on its consistent identity, geometric integrity, and texture fidelity throughout the sequence."
+        ],
+        "level_2": [
+          "The video opens with a close-up of the yellow Caterpillar 950F wheel loader in a dry, open field surrounded by trees. The camera pans around the machine as it begins to rotate slowly, revealing its side profile. The loader's large front bucket with teeth, dual rear tires with deep treads, and the cabin with large windows come into view. The CAT logo, model number '950F', and the O Nelson & Son Construction sticker are clearly visible on the side. The scene is set under a bright blue sky, emphasizing the machine's vibrant yellow paint and black and red accents.",
+          "As the loader continues its slow rotation, the camera focuses on the rear and side sections, highlighting the massive dual rear tires and the Caterpillar-branded cabin. The large front bucket remains prominent, showcasing its robust construction and teeth. The O Nelson & Son Construction sticker is still visible, providing contact details. The background of dry grass and trees remains consistent, with the clear blue sky overhead. The camera movement is smooth, ensuring all key features of the loader are captured from various angles.",
+          "In the final third of the video, the loader completes its rotation, bringing the front of the machine back into view. The camera captures the front bucket, wheels, and cabin from multiple perspectives, emphasizing the machine's overall design and build quality. The CAT logo and model number '950F' are once again visible, reinforcing the loader's identity. The surrounding environment of dry grass, scattered trees, and a clear blue sky provides a natural backdrop, highlighting the loader's presence in the field."
+        ],
+        "level_3": [
+          "The video begins with a close-up shot of the yellow Caterpillar 950F wheel loader positioned in a dry, grassy field. The camera starts by focusing on the front of the machine, capturing the large bucket with its sharp teeth and the massive front tires. The loader's vibrant yellow paint, accented with black and red, is highlighted against the backdrop of a clear blue sky. The CAT logo and model number '950F' are visible on the side, along with the O Nelson & Son Construction sticker. The loader remains stationary as the camera begins to pan around it.",
+          "As the camera continues to move, it reveals the side profile of the Caterpillar 950F, showcasing the large cabin with its expansive windows and the dual rear tires with deep treads. The smooth panning motion allows for a detailed view of the machine's structure and components. The O Nelson & Son Construction sticker remains in view, providing contact information. The surrounding environment of dry grass and trees is consistently visible, with the clear blue sky overhead. The loader begins a slow rotation, preparing to reveal more of its features.",
+          "The camera now focuses on the rear section of the loader as it continues its rotation. The massive dual rear tires and the Caterpillar-branded cabin are prominently displayed, with the large front bucket still visible from the side. The O Nelson & Son Construction sticker is still present, adding a touch of branding. The loader's slow movement allows for a comprehensive view of its rear and side profiles. The background of dry grass, scattered trees, and a clear blue sky remains consistent, providing a natural setting for the machine.",
+          "As the loader completes its rotation, the camera captures the front of the machine once again, emphasizing the large bucket and the massive front tires. The CAT logo and model number '950F' are clearly visible, reinforcing the loader's identity. The O Nelson & Son Construction sticker is still in view, providing contact details. The surrounding environment of dry grass, scattered trees, and a clear blue sky remains consistent, highlighting the loader's presence in the field. The camera movement is smooth, ensuring all key features are captured from various angles.",
+          "In the final segment, the camera provides a detailed view of the loader's front and side, capturing the intricate details of the bucket, tires, and cabin. The vibrant yellow paint, accented with black and red, is highlighted against the backdrop of a clear blue sky. The CAT logo and model number '950F' are prominently displayed, along with the O Nelson & Son Construction sticker. The loader remains stationary, allowing for a thorough examination of its design and build quality. The surrounding environment of dry grass, scattered trees, and a clear blue sky provides a natural and serene setting for the machine."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_tnt_15d42cee734662bf8471fa3ead0266b2e0ffc015a980be20d4aee17b727c70e0_object",
+    "video_path": "videos/mem_tnt_15d42cee734662bf8471fa3ead0266b2e0ffc015a980be20d4aee17b727c70e0.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video presents a comprehensive exploration of an ornate, historic courtroom interior. The space is characterized by its grand architectural details, including a large, circular stained-glass dome ceiling that bathes the room in colorful light. The walls are adorned with classical-style portraits and framed landscape paintings, while the floor is covered in a rich red patterned carpet. Dark wooden benches and tables line the room, with green upholstered chairs positioned at the front for key participants. American and state flags stand prominently near the judge's bench, which is elevated and features intricate woodwork. The camera moves smoothly throughout the space, capturing various perspectives of the courtroom from different angles, showcasing the consistency of the object's identity, geometric integrity, texture fidelity, and semantic correctness."
+        ],
+        "level_2": [
+          "The video begins with a sweeping view of the courtroom, focusing on the rows of dark wooden benches with green upholstered chairs arranged neatly on the red patterned carpet. The camera pans across the room, revealing the ornate ceiling with elaborate chandeliers and a large, circular stained-glass dome that serves as the centerpiece. As the camera moves, it captures the detailed woodwork of the judge's bench, the American and state flags, and the classical portraits on the walls. The middle section continues to explore the courtroom from various angles, emphasizing the geometric integrity and texture fidelity of the surfaces, such as the polished wood and intricate ceiling designs.",
+          "In the middle portion of the video, the camera focuses on the back of the courtroom, highlighting the rows of empty wooden benches and the red carpet. The movement shifts to the left side of the room, showcasing a wooden display cabinet and a series of windows with white blinds. The camera then ascends to capture the detailed patterns of the stained-glass dome ceiling, emphasizing the vibrant colors and floral motifs. The focus returns to the front of the courtroom, where the judge's bench and the two flags are prominently displayed, maintaining the consistent theme of the courtroom's grandeur and historical significance.",
+          "Toward the end of the video, the camera provides a closer look at the judge's bench and the surrounding area, including the green upholstered chair and the American flag. The perspective shifts to the right side of the courtroom, revealing more of the wooden benches and the red carpet. The camera then moves upward again to capture the stained-glass dome ceiling, highlighting the intricate details and the play of light through the glass. The final scenes return to the front of the courtroom, offering a comprehensive view of the entire space, reinforcing the consistency and coherence of the courtroom's design and features."
+        ],
+        "level_3": [
+          "The video opens with a wide shot of the courtroom, showcasing the rows of dark wooden benches with green upholstered chairs set against the backdrop of a red patterned carpet. The camera pans to the right, revealing the ornate ceiling with elaborate chandeliers and a large, circular stained-glass dome that dominates the space. The initial frames also capture the judge's bench, the American and state flags, and the classical portraits on the walls, setting the stage for the detailed exploration of the courtroom's architecture and furnishings.",
+          "As the video progresses, the camera moves to the left side of the courtroom, focusing on a wooden display cabinet and a series of windows with white blinds. The movement continues upward, capturing the intricate patterns of the stained-glass dome ceiling, emphasizing the vibrant colors and floral motifs. The camera then shifts to the front of the courtroom, providing a closer view of the judge's bench and the two flags, maintaining the consistent theme of the courtroom's grandeur and historical significance.",
+          "In the third segment, the camera explores the back of the courtroom, highlighting the rows of empty wooden benches and the red carpet. The perspective shifts to the left side of the room, showcasing a wooden display cabinet and a series of windows with white blinds. The camera then ascends to capture the detailed patterns of the stained-glass dome ceiling, emphasizing the intricate details and the play of light through the glass. The focus returns to the front of the courtroom, where the judge's bench and the two flags are prominently displayed, reinforcing the consistent theme of the courtroom's design and features.",
+          "The fourth segment continues with a closer look at the judge's bench and the surrounding area, including the green upholstered chair and the American flag. The perspective shifts to the right side of the courtroom, revealing more of the wooden benches and the red carpet. The camera then moves upward again to capture the stained-glass dome ceiling, highlighting the intricate details and the play of light through the glass. The final scenes return to the front of the courtroom, offering a comprehensive view of the entire space, reinforcing the consistency and coherence of the courtroom's design and features.",
+          "In the final segment, the camera provides a sweeping view of the courtroom from different angles, capturing the rows of dark wooden benches with green upholstered chairs arranged neatly on the red patterned carpet. The camera pans across the room, revealing the ornate ceiling with elaborate chandeliers and a large, circular stained-glass dome that serves as the centerpiece. The video concludes with a focus on the judge's bench, the American and state flags, and the classical portraits on the walls, emphasizing the consistent theme of the courtroom's grandeur and historical significance."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_tnt_99869de4c05e3f558d74b51a7ffed9b1aab2f51cfc1e302f4be78756ea77b85b_spatial",
+    "video_path": "videos/mem_tnt_99869de4c05e3f558d74b51a7ffed9b1aab2f51cfc1e302f4be78756ea77b85b.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a full 360-degree horizontal pan around a beige building with a dark gray roof, situated in a park-like setting with green grass, trees, and picnic tables. The camera movement is smooth and continuous, returning to the initial viewpoint at the end, creating a seamless loop with no drift or misalignment in the background objects."
+        ],
+        "level_2": [
+          "The video begins with a view of the side of a beige building with a dark gray roof, featuring a small overhang and a window with green shutters. As the camera pans horizontally, it reveals a gravel area with several concrete picnic tables and a young tree. The surrounding environment includes green grass and trees.",
+          "Continuing the pan, the camera moves around the building, showing a garage door covered by a lattice panel and a brown door adjacent to it. The background remains consistent with greenery and residential houses visible in the distance. The camera maintains a steady pace, ensuring a smooth transition between views.",
+          "The final part of the pan reveals the front of the building, which has an open section displaying two restroom doors with visible signage. The structure is supported by wooden beams under a gabled roof. The camera completes its loop, returning to the starting point with the same initial view of the building's side."
+        ],
+        "level_3": [
+          "The video opens with a side view of a beige building with a dark gray roof, showcasing a small overhang and a window with green shutters. The camera begins its horizontal pan, revealing a gravel area with concrete picnic tables and a young tree, set against a backdrop of green grass and trees.",
+          "As the camera continues its pan, it moves around the building, capturing a garage door covered by a lattice panel and a brown door next to it. The surrounding area includes more greenery and residential houses in the distance, maintaining a consistent park-like atmosphere.",
+          "The pan progresses to show the front of the building, which features an open section with two restroom doors marked by signage. The structure is supported by wooden beams under a gabled roof. The camera smoothly transitions, keeping the background elements aligned and unchanged.",
+          "The camera continues its horizontal loop, moving past the lattice-covered garage door and the brown door, providing a comprehensive view of the building's exterior. The surrounding greenery and distant houses remain visible, contributing to the serene park setting.",
+          "Finally, the camera completes its 360-degree pan, returning to the initial viewpoint of the building's side. The seamless loop ensures that the starting and ending frames are identical, with no noticeable drift or misalignment in the background objects, effectively demonstrating precise camera motion tracking."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_tnt_4917553f77bf46830cbc3ef9a6f6aea706f13c0938c5c828ae6670bf79045857_object",
+    "video_path": "videos/mem_tnt_4917553f77bf46830cbc3ef9a6f6aea706f13c0938c5c828ae6670bf79045857.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases the Santa Cruz Surfing Museum building and its attached lighthouse structure, captured from various angles and distances. The museum is constructed from red brick with white trim around the windows and doors, and features a white lighthouse tower with black railings at the top. An American flag flies on a pole adjacent to the building. The roof of the museum has solar panels installed. Surfboards are displayed near the entrance, which has a sign reading 'Santa Cruz Surfing Museum' above the door. Throughout the video, the camera moves around the object, providing close-ups of the brick texture, the lighthouse details, and wider shots that include the surrounding area, such as a parking lot with cars, a grassy area, and the ocean in the background. The lighting is bright and sunny, with clear blue skies, and the sun occasionally creates lens flares in the footage."
+        ],
+        "level_2": [
+          "The video begins with a wide shot of the Santa Cruz Surfing Museum and its lighthouse, highlighting the red brick construction, white trim, and the American flag. The camera then moves closer to focus on the lighthouse tower, showing its white exterior and black railing. As the video progresses, the camera pans around the building, revealing the solar panels on the roof and the surfboards displayed near the entrance. The middle section includes views of the parking lot filled with cars and the grassy area surrounding the museum. Toward the end, the camera captures the ocean in the background and shows people walking near the building, emphasizing the museum's coastal location.",
+          "In the second third of the video, the focus shifts to different perspectives of the Santa Cruz Surfing Museum. The camera starts by capturing the side of the building, showing the intricate brickwork and the small windows with white frames. It then moves to the front, where the entrance with the 'Santa Cruz Surfing Museum' sign is prominently displayed. The lighthouse tower is shown again, this time from a slightly different angle, emphasizing its height and the railing around the top. The video continues with shots of the parking lot and the ocean, providing context for the museum's location.",
+          "The final third of the video provides a comprehensive view of the Santa Cruz Surfing Museum and its surroundings. The camera captures the building from various angles, including close-ups of the brick walls and the lighthouse tower. The American flag is seen waving in the breeze, and the solar panels on the roof are highlighted. The video concludes with wide shots of the museum, showing the parking lot, the grassy area, and the ocean in the distance. People are seen walking near the building, adding a sense of scale and activity to the scene."
+        ],
+        "level_3": [
+          "The video opens with a panoramic view of the Santa Cruz Surfing Museum and its lighthouse, showcasing the red brick structure with white trim and the American flag flying high. The camera slowly pans around the building, capturing the details of the lighthouse tower and the surfboards displayed near the entrance. The initial shots are taken during bright daylight, with the sun creating lens flares as it shines directly into the camera.",
+          "As the video progresses, the camera moves closer to the museum, focusing on the side of the building and the intricate brickwork. The lighthouse tower is shown from different angles, highlighting its white exterior and the black railing at the top. The camera then pans to the front of the museum, where the entrance with the 'Santa Cruz Surfing Museum' sign is clearly visible. The solar panels on the roof are also captured in detail.",
+          "The middle part of the video transitions to a broader view of the museum's surroundings. The camera captures the parking lot filled with cars and the grassy area adjacent to the building. The ocean is visible in the background, providing a scenic coastal backdrop. The video then focuses on the lighthouse tower once more, showing it from a higher angle and emphasizing its height and prominence.",
+          "In the latter part of the video, the camera moves around the museum, capturing the side and back views. The intricate details of the brick walls and the small windows with white frames are highlighted. The video then shifts to the front of the museum, where people are seen walking near the entrance. The American flag is shown waving in the breeze, and the ocean remains a constant presence in the background.",
+          "The video concludes with a series of wide shots that encompass the entire Santa Cruz Surfing Museum and its surroundings. The camera captures the building from various angles, including the lighthouse tower, the entrance, and the solar panels on the roof. The final shots show the museum in relation to the parking lot, the grassy area, and the ocean, providing a comprehensive view of the location. The American flag continues to wave in the wind, and the sun creates lens flares as it shines brightly in the sky."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_tnt_79b74782cc704f9e6608549e44015e34d5768e8cc047db690a788b827e84f6de_spatial",
+    "video_path": "videos/mem_tnt_79b74782cc704f9e6608549e44015e34d5768e8cc047db690a788b827e84f6de.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "A camera smoothly pans around a playground, capturing various pieces of equipment and the surrounding area. The pan completes a full horizontal loop, returning to the original framing with a seamless transition back to the starting point."
+        ],
+        "level_2": [
+          "The camera begins by panning left, showcasing the initial playground equipment, including slides and climbing structures, set against a backdrop of residential houses and tall trees. As it continues, the view expands to include more of the playground's perimeter and additional seating areas.",
+          "Moving further around the playground, the camera captures the central play structure from different angles, highlighting its multiple slides and interactive elements. The surrounding greenery and benches become more prominent as the pan progresses.",
+          "The final part of the pan reveals the playground's outer edges, including more seating options and a clear view of the adjacent park area. The camera smoothly transitions back to the starting point, completing the loop with a cohesive and continuous shot."
+        ],
+        "level_3": [
+          "The camera starts with a leftward pan, focusing on the initial playground equipment such as slides and climbing frames. Residential houses and tall trees form the background, while a pathway and rocks are visible in the foreground.",
+          "As the pan continues, the camera moves past the central play structure, revealing more of the playground's layout. Additional seating areas and a broader view of the surrounding greenery come into focus.",
+          "The camera then shifts to capture the right side of the playground, showing more benches and a glimpse of the park beyond. The pan begins to curve back towards the starting point, maintaining a smooth and continuous motion.",
+          "Approaching the end of the loop, the camera focuses on the outer edges of the playground, including more seating options and a clear view of the adjacent park area. The transition back to the starting point begins, ensuring a seamless return to the original framing.",
+          "Finally, the camera completes the horizontal pan, returning to the initial framing. The entire sequence showcases the playground from multiple angles, with a smooth and continuous motion that highlights both the equipment and the surrounding environment."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_tnt_1a5e108074f33f006cf0feeaf343ca72253f8fe7be2d43c0a97e7c71026294f1_spatial",
+    "video_path": "videos/mem_tnt_1a5e108074f33f006cf0feeaf343ca72253f8fe7be2d43c0a97e7c71026294f1.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a detailed exploration of a military tank displayed inside a large hangar. The camera moves around the tank, capturing its front, sides, and rear, highlighting features such as the turret, tracks, and various equipment mounted on its body. The tank remains the central focus throughout, with its distinct military design consistently recognizable. The background reveals other tanks and military vehicles, emphasizing the setting as a museum or storage facility for armored vehicles."
+        ],
+        "level_2": [
+          "The video begins with a close-up view of the front of the military tank, focusing on its grille and identification plates. The camera then pans to the right, revealing the side profile of the tank, showcasing its tracks and wheels. As the exploration continues, the rear of the tank is shown, highlighting additional details such as storage compartments and equipment. The setting is a spacious hangar with red structural beams and other tanks visible in the background.",
+          "Moving further along the tank, the camera captures the turret and main gun, providing a detailed look at the weapon system. The middle section of the video focuses on the mid-body of the tank, displaying the intricate details of the armor plating and various hatches. The background remains consistent, showing the hangar environment with other military vehicles and equipment scattered around.",
+          "The final part of the video provides a comprehensive view of the tank from different angles, including close-ups of the tracks and wheels. The camera then returns to the front of the tank, completing the circular tour. The video concludes with a wide shot of the tank within the hangar, surrounded by other military vehicles, reinforcing the setting as a museum or storage facility."
+        ],
+        "level_3": [
+          "The video opens with a close-up of the tank's front, focusing on the grille and identification plates. The camera slowly pans to the right, beginning to reveal the side profile of the tank and its tracks. The initial frames set the stage by establishing the tank as the primary subject within the hangar setting.",
+          "As the camera continues to move, it captures the side of the tank, highlighting the wheels and tracks in detail. The exploration progresses towards the rear of the tank, showcasing additional features such as storage compartments and mounted equipment. The background starts to become more visible, showing other tanks and military vehicles in the hangar.",
+          "The middle segment of the video focuses on the turret and main gun of the tank, providing a detailed view of the weapon system. The camera then moves along the mid-body of the tank, displaying the armor plating and various hatches. The consistent presence of the hangar environment with red beams and other vehicles in the background maintains the context of the setting.",
+          "The latter part of the video captures the rear and side views of the tank, emphasizing the intricate details of the tracks and wheels. The camera then returns to the front of the tank, completing the circular tour. The background remains filled with other military vehicles, reinforcing the museum or storage facility setting.",
+          "The video concludes with a wide shot of the tank within the hangar, surrounded by other military vehicles. The camera provides a final comprehensive view of the tank from different angles, ensuring that all key features are highlighted. The consistent focus on the tank and the detailed exploration of its components effectively convey the main subject's identity and features throughout the video."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_tnt_0b199d304a74f9c3d2003c36f68bbf95fa52d9983fd2275bdae66a61e23d49d5_object",
+    "video_path": "videos/mem_tnt_0b199d304a74f9c3d2003c36f68bbf95fa52d9983fd2275bdae66a61e23d49d5.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a detailed exploration of a camouflaged military tank, specifically a Pz IV Ausf. H variant, marked with the red number '501' and a black cross insignia. The tank is displayed in a large indoor hangar with high ceilings and ample natural light streaming through windows. The camera moves smoothly around the tank, capturing its intricate details from various angles—starting from the side view highlighting the six large road wheels and track system, transitioning to the front to show the hull and turret, then moving to the rear to reveal the engine deck and exhausts. The camouflage paint pattern, consisting of greens, browns, and tans, remains consistent throughout, with fine details like rivets, hatches, antennas, and mounted equipment clearly visible. The video ensures identity persistence, geometric integrity, texture fidelity, semantic correctness, and occlusion recovery as the tank is viewed from all perspectives."
+        ],
+        "level_2": [
+          "The video begins with a side view of the camouflaged Pz IV Ausf. H tank, emphasizing its six large road wheels, track system, and the red number '501' on the turret. The camera slowly pans around the tank, revealing its front hull and turret, showcasing the black cross insignia and various mounted equipment. As the camera continues to move, it captures the rear of the tank, displaying the engine deck and exhaust systems. The indoor hangar setting provides a spacious backdrop with natural light illuminating the tank's intricate details and complex surface textures.",
+          "In the middle portion of the video, the focus shifts to the front and rear views of the tank. The front view highlights the hull's design, the main gun barrel, and the black cross insignia on both the hull and turret. The camera then moves to the rear, showing the engine deck, exhaust pipes, and additional mounted equipment. The consistent camouflage pattern and fine details such as rivets and hatches are maintained throughout, ensuring geometric integrity and texture fidelity. The spacious hangar environment allows for clear visibility of these features.",
+          "Toward the end, the video provides a comprehensive overview of the tank from multiple angles, including close-ups of the side, front, and rear. The side view emphasizes the track system and road wheels, while the front and rear views showcase the hull, turret, and engine deck respectively. The red number '501' and black cross insignia remain prominent, and the camera captures the tank's complex surface textures and mounting details. The video concludes with a final side view, reinforcing the tank's identity and structural consistency within the hangar setting."
+        ],
+        "level_3": [
+          "The video opens with a side view of the camouflaged Pz IV Ausf. H tank, focusing on its six large road wheels and track system. The red number '501' is clearly visible on the turret, and the black cross insignia can be seen on the hull. The camera begins to pan around the tank, gradually revealing more of its structure and details.",
+          "As the camera continues to move, it transitions to the front view of the tank, highlighting the hull's design, the main gun barrel, and the black cross insignia. The intricate details of the mounted equipment and the camouflage pattern are captured in detail. The camera then starts to move toward the rear of the tank, showing the engine deck and exhaust systems.",
+          "The middle section of the video focuses on the rear view of the tank, providing a clear look at the engine deck, exhaust pipes, and additional mounted equipment. The consistent camouflage pattern and fine details such as rivets and hatches are maintained, ensuring geometric integrity and texture fidelity. The spacious hangar environment allows for clear visibility of these features.",
+          "In the latter part of the video, the camera captures close-up views of the tank from the front and rear, emphasizing the hull's design, the main gun barrel, and the engine deck. The red number '501' and black cross insignia remain prominent, and the camera highlights the tank's complex surface textures and mounting details. The video ensures semantic correctness by presenting the tank from all necessary angles.",
+          "The video concludes with a final side view of the tank, reinforcing its identity and structural consistency within the hangar setting. The camera captures the intricate details of the track system and road wheels, ensuring identity persistence and texture fidelity. The spacious hangar environment provides a fitting backdrop for the detailed exploration of this military tank."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_tnt_c377e6c6722ada96fe40ab147f9fee05963e9cc40b9e6cdc51dd48e788f2e0d1_object",
+    "video_path": "videos/mem_tnt_c377e6c6722ada96fe40ab147f9fee05963e9cc40b9e6cdc51dd48e788f2e0d1.mp4",
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "An object-centric video showcasing a vintage blue flatbed truck parked on a city sidewalk. The truck features sky-blue paint with visible rust and chipped areas, wooden slat sides on the flatbed, white-rimmed wheels with black tires, and a logo on the door reading 'SAN PEDRO SQUARE MARKET' with a house graphic. The camera moves around the truck in a continuous orbit, capturing it from various angles—front, side, rear, and three-quarter views—while maintaining focus on the vehicle's details. The background includes urban elements such as trees, street lamps, outdoor seating with yellow umbrellas, and a modern building facade. The lighting is natural daylight, highlighting the textures of the truck's weathered surface."
+        ],
+        "level_2": [
+          "At the beginning, the video presents a side view of the vintage blue flatbed truck, emphasizing its wooden slat sides and rusted blue paint. The camera slowly pans around the truck, revealing the front grille and headlights, which show signs of age-related wear. In the middle section, the focus shifts to the rear of the truck, displaying the tailgate and license plate area, while also capturing the surrounding urban environment with tables and chairs set up for an outdoor café. Toward the end, the camera returns to the front of the truck, providing a detailed look at the 'SAN PEDRO SQUARE MARKET' logo and the overall condition of the vehicle's exterior.",
+          "The video starts with a close-up of the truck's side, highlighting the contrast between the faded blue paint and the dark wooden bed. As the camera moves forward, it captures the front of the truck, focusing on the worn-out grille and headlights. Midway through, the perspective shifts to the rear, showing the tailgate and the license plate, with the background featuring a mix of greenery and urban structures. In the final part, the camera circles back to the front, offering a comprehensive view of the truck's branding and overall aesthetic.",
+          "Initially, the video frames the truck from a slightly elevated angle, showcasing the wooden bed and the side profile. The camera then transitions smoothly to the front, detailing the aged headlights and the iconic 'SAN PEDRO SQUARE MARKET' logo. As the video progresses, the rear of the truck comes into view, with the camera capturing the tail lights and the license plate. Finally, the camera completes its orbit by returning to the front, reinforcing the truck's vintage charm and its placement within the urban setting."
+        ],
+        "level_3": [
+          "The video opens with a side view of the vintage blue flatbed truck, focusing on the wooden slats of the bed and the rusted blue paint. The camera begins its movement by panning left, gradually revealing the front of the truck and its weathered grille. The initial 20% of the video sets the stage by establishing the truck's presence in the urban environment, with trees and outdoor seating visible in the background.",
+          "As the camera continues its orbit, it moves past the front of the truck, capturing the details of the headlights and the 'SAN PEDRO SQUARE MARKET' logo on the door. The next 20% of the video focuses on the transition from the front to the rear, with the camera tilting slightly upward to emphasize the height of the wooden bed. The background remains consistent, featuring the same urban elements but from different angles.",
+          "In the third segment, the camera reaches the rear of the truck, providing a clear view of the tailgate, license plate, and red tail lights. The surrounding area includes a glimpse of the street and additional buildings, adding depth to the scene. The camera then begins its return journey toward the front, maintaining a steady pace and keeping the truck centered in the frame.",
+          "The fourth segment brings the camera back to the front of the truck, where it lingers for a moment to highlight the details of the grille and the overall condition of the vehicle. The camera then pans slightly to the right, offering a three-quarter view that combines both the front and side perspectives. This part of the video reinforces the truck's vintage appeal and its integration into the urban landscape.",
+          "In the final 20%, the camera completes its full orbit around the truck, returning to the initial side view. The video concludes by reiterating the key visual features of the truck, such as the rusted paint, wooden bed, and branding, while also showcasing the consistency of the urban setting throughout the entire sequence."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_tnt_5c230d78880b8c91f83954320759a4299ec025506ae677331c26e6220c455d3f_spatial",
+    "video_path": "videos/mem_tnt_5c230d78880b8c91f83954320759a4299ec025506ae677331c26e6220c455d3f.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a bronze family statue situated in a circular brick plaza, surrounded by wooden benches and palm trees. The camera performs a smooth horizontal pan around the statue, capturing it from various angles while maintaining consistent background elements such as the modern building with glass windows and greenery. As the camera moves, it occasionally zooms in for closer views of the statue's details before returning to wider shots, ensuring spatial coherence and continuity throughout the exploration."
+        ],
+        "level_2": [
+          "At the beginning, the camera focuses on the bronze family statue from a frontal perspective, highlighting its intricate details and the inscription on its base. The surrounding environment includes a circular brick plaza, wooden benches, and a tall palm tree. In the middle, the camera pans horizontally around the statue, offering side and rear views while keeping the background buildings and greenery consistently visible. Toward the end, the camera retraces its path, revisiting earlier angles and zooming in slightly to emphasize specific features of the statue before concluding with a final wide shot."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a frontal view of the bronze family statue, showcasing its detailed craftsmanship and the inscription on its base. The surrounding area features a circular brick plaza, wooden benches, and a prominent palm tree, with a modern building visible in the background.",
+          "20-40%: The camera begins a slow horizontal pan to the right, revealing the side profile of the statue and providing a view of the wooden benches and greenery encircling the plaza. The background remains consistent, with the building and palm tree staying in frame.",
+          "40-60%: Continuing the pan, the camera moves further around the statue, capturing its rear view and emphasizing the flowing drapery of the figures' garments. The plaza's circular design and the evenly spaced benches become more apparent as the camera explores different perspectives.",
+          "60-80%: The camera starts to retrace its path, moving back toward the initial frontal view of the statue. It zooms in slightly to focus on the faces and hands of the figures, highlighting their emotional expressions before pulling back to a wider shot.",
+          "80-100%: In the final segment, the camera completes its near 360-degree loop, revisiting the original framing of the statue. It captures the full composition once more, ensuring that all spatial elements, including the plaza, benches, and background structures, remain visually consistent and coherent."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_tnt_347b192573971cc541124018fe08d0198d80de2b7133ef1be6bf93a51771450e_spatial",
+    "video_path": "videos/mem_tnt_347b192573971cc541124018fe08d0198d80de2b7133ef1be6bf93a51771450e.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a continuous, smooth circular camera movement around a bronze horse statue positioned on a beige pedestal in an outdoor plaza. The statue, depicted mid-rear with dynamic energy, is surrounded by a well-maintained environment featuring green lawns, palm trees, and a mix of modern and traditional buildings in the background. As the camera orbits the statue, various perspectives of the surrounding area are revealed, including a nearby street with moving cars and pedestrians, while maintaining consistent spatial relationships between the foreground statue and the background landmarks. The lighting suggests late afternoon or early evening, with soft shadows enhancing the three-dimensional form of the sculpture."
+        ],
+        "level_2": [
+          "At the beginning, the camera focuses on the front-left side of the bronze horse statue, highlighting its rearing posture and detailed craftsmanship. The background includes a grassy area with young trees and a building with large windows. As the camera moves, it reveals more of the plaza, showing a street with parked cars and pedestrians walking along the sidewalk. In the middle, the view shifts to the rear of the statue, offering a perspective of the modern architecture across the lawn. Toward the end, the camera returns to the initial viewpoint, completing the loop while consistently capturing the interplay of light and shadow on the statue.",
+          "In the first third, the camera captures the left side of the statue, emphasizing its muscular form against the backdrop of a palm tree and a building with arched windows. The middle section shows the statue from behind, with the modern glass-and-concrete structure becoming more prominent. The final third revisits the front-left angle, reinforcing the continuity of the scene as the camera smoothly transitions back to where it started, ensuring all background elements reappear seamlessly.",
+          "The opening segment introduces the statue from a frontal-left angle, with the surrounding greenery and architecture framing the composition. Midway through, the camera pans right, showcasing the rear of the statue and the adjacent street with vehicles and people. By the end, the camera completes its orbit, returning to the original framing, thus creating a cohesive visual journey that highlights both the statue and its environment."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a close-up shot of the bronze horse statue from its front-left side. The statue is captured in a rearing pose, with its front legs lifted and mane flowing backward. The background features a neatly trimmed lawn, several young trees, and a building with a red-tiled roof and large windows. The lighting is soft, suggesting late afternoon, and the camera begins its slow, circular movement around the statue.",
+          "20-40%: As the camera continues its orbit, it moves from the front-left toward the rear of the statue, revealing more of the surrounding plaza. The background now includes a street with parked cars and pedestrians walking along the sidewalk. A tall palm tree becomes visible on the right side of the frame, adding to the tropical ambiance. The camera maintains a steady pace, keeping the statue centered while gradually shifting the viewer's perspective.",
+          "40-60%: The camera reaches the rear of the statue, providing a clear view of its powerful hindquarters and flowing tail. The background now prominently features a modern building with large glass windows and a sloped roof. The transition from the natural elements (trees and grass) to the architectural structures is smooth, with the camera continuing its circular path without abrupt changes in angle or focus.",
+          "60-80%: Moving further around the statue, the camera shifts to the right side, capturing the horse's profile as it faces away from the viewer. The background now includes a streetlamp and a glimpse of the street with moving cars. The camera’s movement remains fluid, maintaining a consistent distance from the statue while gradually revealing new elements of the environment, such as additional palm trees and a parking lot in the distance.",
+          "80-100%: In the final segment, the camera returns to the front-left side of the statue, completing the full circular orbit. The background once again features the building with arched windows and the neatly maintained lawn. The lighting remains consistent, with the soft glow of late afternoon sunlight highlighting the statue's details. The video concludes by reinforcing the spatial continuity established at the beginning, with all key elements reappearing in their expected positions."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_tnt_244802e503a003b212b2da2e7e2265cc15a97b19ec1933487096f94417132017_spatial",
+    "video_path": "videos/mem_tnt_244802e503a003b212b2da2e7e2265cc15a97b19ec1933487096f94417132017.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a bronze statue of a seated man reading, positioned on a circular stone base in a lush garden. The camera performs a continuous horizontal orbit around the statue, capturing it from various angles while maintaining consistent lighting and background elements such as the green lawn, flowerbeds with red and white flowers, and a beige building with arched windows in the distance. As the camera moves, it retraces its path multiple times, revisiting similar viewpoints to emphasize spatial coherence. The statue remains the central focus throughout, with the surrounding environment providing a serene and picturesque backdrop."
+        ],
+        "level_2": [
+          "At the beginning, the camera introduces the bronze statue of a seated man reading, set on a circular stone base amidst a vibrant garden. The initial shots capture the statue from a frontal perspective, highlighting its detailed craftsmanship and the tranquil setting of green grass, colorful flowerbeds, and a distant building with arched windows. In the middle, the camera begins its horizontal orbit, smoothly circling the statue to reveal different angles and perspectives, while consistently showcasing the surrounding landscape. Toward the end, the camera continues its loop-like trajectory, re-exploring previously seen viewpoints and ensuring that all parts of the scene are revisited coherently, maintaining a sense of spatial continuity."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a frontal view of the bronze statue of a seated man reading, situated on a circular stone base. The camera captures the statue's intricate details, with the lush green lawn, vibrant flowerbeds, and a beige building with arched windows forming a picturesque background. The lighting is bright and consistent, emphasizing the serene garden setting.",
+          "20-40%: The camera begins its horizontal orbit around the statue, smoothly transitioning from the frontal view to side angles. As it moves, the statue's back and side profiles become visible, revealing more of its sculptural form. The surrounding garden elements, including the flowerbeds and distant building, remain consistent, providing a stable backdrop for the dynamic camera movement.",
+          "40-60%: Continuing its orbit, the camera captures the statue from various angles, including close-ups of its seated posture and the book it holds. The circular stone base and the shallow pool of water around it are prominently featured. The camera's movement is fluid, maintaining a steady pace as it explores the statue's details while keeping the background elements in view.",
+          "60-80%: The camera completes its first full orbit around the statue, returning to a perspective similar to the initial frontal shot. It then begins to retrace its path, revisiting previously shown angles and viewpoints. This retracing emphasizes the loop-like nature of the camera movement, reinforcing spatial coherence and allowing viewers to recognize familiar elements within the scene.",
+          "80-100%: In the final segment, the camera continues its horizontal exploration, circling the statue once more. It captures the statue from a variety of angles, including close-ups of its facial features and the texture of its clothing. The surrounding garden, with its green lawn, flowerbeds, and distant building, remains a constant presence, providing a cohesive and immersive visual experience."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_tnt_6893f40dcebdc2fdddd025f89a8cfc754e4fbf4ce16d161f17af92a103b60bfc_spatial",
+    "video_path": "videos/mem_tnt_6893f40dcebdc2fdddd025f89a8cfc754e4fbf4ce16d161f17af92a103b60bfc.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "A camera smoothly moves forward along the central aisle of an empty auditorium, showcasing rows of patterned seats and a stage with a large screen. The camera then reverses direction, retracing its path back through the auditorium, re-entering previously viewed areas without any noticeable inconsistencies or distortions."
+        ],
+        "level_2": [
+          "The camera begins by moving forward down the central aisle of the auditorium, revealing rows of beige patterned seats and a stage at the far end with a large screen. As it progresses, the camera captures the symmetrical layout and lighting fixtures on the ceiling. It then reverses direction, smoothly retracing its path back towards the entrance, re-entering the same areas with consistent visual details.",
+          "Continuing from the previous segment, the camera continues its backward journey along the central aisle, passing by the rows of seats and the stage area. The movement is fluid, maintaining a steady pace as it retraces the path taken earlier. The camera captures the same details of the auditorium's interior, including the lighting and seating arrangement, ensuring a seamless transition back to the starting point.",
+          "As the camera completes its backward journey, it re-enters the initial areas of the auditorium, confirming the smoothness of the path retracing. The final part of this segment shows the camera approaching the starting point, with the familiar view of the stage and seating arrangement coming into focus once again. The overall movement remains consistent, providing a cohesive visual experience."
+        ],
+        "level_3": [
+          "The camera starts its journey by moving forward along the central aisle of the auditorium, capturing the rows of beige patterned seats and the stage at the far end. The initial view highlights the symmetrical layout and the lighting fixtures on the ceiling, setting the stage for the exploration of the space.",
+          "As the camera continues its forward movement, it passes by the rows of seats, providing a closer look at the individual chairs and their arrangement. The stage area becomes more prominent, with the large screen and podium visible. The camera's steady pace allows for a detailed observation of the auditorium's interior design and features.",
+          "The camera reaches the stage area, offering a comprehensive view of the front of the auditorium. The large screen and podium are clearly visible, and the camera captures the details of the stage setup. The lighting fixtures on the ceiling are also in focus, emphasizing the well-lit environment of the auditorium.",
+          "Having reached the stage, the camera begins its reverse journey, retracing its path back along the central aisle. The movement is smooth and consistent, capturing the same details of the seating arrangement and lighting fixtures as it moves backward. The stage area is revisited, providing a familiar perspective of the front of the auditorium.",
+          "The camera continues its backward journey, passing by the rows of seats once again. The symmetrical layout and lighting fixtures are captured in detail, ensuring a seamless transition back to the starting point. The final part of this segment shows the camera approaching the entrance, with the familiar view of the stage and seating arrangement coming into focus."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_tnt_a4764f2ff7a08c7d8dae83b3891516592f4b7eb732e6e4e645a235b8aa04138f_spatial",
+    "video_path": "videos/mem_tnt_a4764f2ff7a08c7d8dae83b3891516592f4b7eb732e6e4e645a235b8aa04138f.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video presents a comprehensive exploration of a Victorian-style monument situated in a park, featuring a seated bronze statue within an arched structure atop a multi-tiered stone base. The camera performs a continuous horizontal pan around the monument, capturing it from various angles while maintaining consistent alignment and scale. As the camera moves, it tilts up and down to focus on different parts of the monument, including its base, middle section, and the statues at its apex. Background elements such as tall trees, a modern angular building to the left, and a paved walkway encircling the monument remain consistently visible, re-entering the frame as the camera pans. The lighting and positioning of these elements are preserved when they reappear, ensuring spatial coherence throughout the dynamic camera movements."
+        ],
+        "level_2": [
+          "At the beginning, the video focuses on the base of the Victorian-style monument, showcasing its multi-tiered stone structure and the surrounding green grass with small white flowers. The camera slowly tilts upward, revealing the seated bronze statue within the arched structure. In the middle, the camera continues its horizontal pan around the monument, capturing it from different perspectives while maintaining consistent alignment and scale. The background, including tall trees and a modern angular building to the left, remains visible as the camera moves. Toward the end, the camera tilts up further to focus on the upper portion of the monument, highlighting the statues at its apex, before completing the loop and returning to earlier viewpoints.",
+          "In the first third of the video, the camera starts with a close-up of the monument's base, emphasizing the detailed stonework and the paved walkway around it. As the video progresses into the second third, the camera pans horizontally, offering a full view of the monument from all sides, with the background elements like trees and the modern building consistently framing the scene. In the final third, the camera tilts upward, focusing on the upper sections of the monument, including the statues at the top, while the background remains stable and recognizable.",
+          "The initial segment of the video captures the lower part of the monument, focusing on its stone base and the surrounding park environment. The middle segment involves a continuous horizontal pan around the monument, with the camera tilting to show different angles and details, such as the inscriptions on the base and the seated bronze statue. The latter part of the video features vertical perspective changes, with the camera tilting up to reveal the statues at the top of the monument, while the background elements like trees and the modern building reappear consistently as the camera completes its loop."
+        ],
+        "level_3": [
+          "The video opens with a close-up view of the monument's base, highlighting the intricate stonework and the paved path surrounding it. The camera then begins a slow upward tilt, gradually revealing the seated bronze statue within the arched structure. During this initial phase, the background includes tall trees and a modern angular building to the left, which remain partially visible.",
+          "As the camera continues its movement, it starts a horizontal pan around the monument, capturing it from various angles. The pan is smooth and systematic, ensuring that the monument remains the central focus while the background elements, such as the trees and the modern building, stay consistently framed. The camera maintains a steady pace, allowing viewers to appreciate the monument's details from multiple perspectives.",
+          "During the middle portion of the video, the camera continues its horizontal pan, now focusing more on the middle section of the monument. The seated bronze statue is prominently featured, and the camera occasionally tilts to provide closer views of the inscriptions on the base. The background remains stable, with the trees and modern building consistently visible as the camera moves around the monument.",
+          "In the latter part of the video, the camera begins to tilt upward, focusing on the upper portion of the monument. This shift in perspective reveals the statues at the apex, adding a new layer of detail to the scene. The background elements, including the trees and the modern building, re-enter the frame as the camera completes its loop, maintaining spatial coherence. The lighting and positioning of these elements are preserved, ensuring a seamless transition between different angles.",
+          "Toward the end, the camera continues its horizontal pan, revisiting earlier viewpoints to complete the loop. The focus returns to the base of the monument, with the camera tilting downward to capture the detailed stonework once again. The background elements, such as the trees and the modern building, remain consistently visible, providing a sense of continuity. The video concludes with a final view of the monument from a slightly elevated angle, emphasizing its grandeur and the surrounding park environment."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_tnt_88d372e8fdd3bf9ff3f3165e627d8e178998fc2481c48402178bda80a087ad21_spatial",
+    "video_path": "videos/mem_tnt_88d372e8fdd3bf9ff3f3165e627d8e178998fc2481c48402178bda80a087ad21.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a stationary yellow Caterpillar 950F wheel loader with an LC8V78 bucket, situated in a dry grass field under a clear blue sky. The camera performs a continuous and deliberate exploration around the loader, capturing it from various angles as it moves horizontally in a near-complete orbit, tilts up and down to show different elevations, and zooms in and out for close-ups of specific parts like the bucket and wheels. Background elements such as green trees, a dead tree stump on the right, and distant hills repeatedly enter and exit the frame as the camera orbits, requiring consistent alignment and scale upon revisiting these areas. The video maintains spatial and environmental consistency throughout, ensuring that the loader's appearance, relative positioning, and background re-entry are visually coherent."
+        ],
+        "level_2": [
+          "At the beginning, the camera focuses on the front-left side of the yellow Caterpillar 950F wheel loader, highlighting its large bucket and robust tires against a backdrop of dry grass and green trees. As the video progresses, the camera smoothly transitions into a horizontal orbit around the loader, capturing it from the front, sides, and rear, while occasionally tilting up to show the cab and down to focus on the wheels and bucket. The camera also zooms in for detailed views of the bucket's teeth and the tire treads, before pulling back to reveal the entire machine. Throughout this segment, the dead tree stump and surrounding trees remain visible, entering and exiting the frame as the camera moves.",
+          "In the middle portion, the camera continues its orbit around the loader, now focusing more on the rear and side profiles. The vertical perspective shifts as the camera tilts up to capture the top of the cab and then down to emphasize the large rear tires and the exhaust stack. The zooming in and out becomes more pronounced, with close-ups of the loader's side decals and mechanical components. The background remains consistent, with the green trees and distant hills providing a stable environment as the camera re-enters familiar angles and perspectives.",
+          "Toward the end, the camera completes its orbit by returning to the front-left view of the loader, mirroring the initial shot. The final scenes include a few more zoom-ins on the bucket and wheels, reinforcing the detailed examination of the loader's features. The camera then pulls back to a wide shot, showing the entire machine in the context of the dry field, with the dead tree stump and trees in the background. The video concludes with a steady, comprehensive view of the loader, ensuring all spatial and environmental elements are consistently represented."
+        ],
+        "level_3": [
+          "The video opens with a close-up of the front-left side of the yellow Caterpillar 950F wheel loader, showcasing its large bucket and rugged tires. The camera begins a smooth horizontal movement, starting to circle the loader while maintaining a consistent distance. The initial focus is on the front, gradually transitioning to the side as the camera orbits. The background features dry grass, green trees, and a dead tree stump on the right, which become part of the frame as the camera moves.",
+          "As the camera continues its orbit, it shifts to a higher vertical perspective, capturing the top of the loader's cab and then tilting down to focus on the large rear tires and the exhaust stack. The zooming in and out becomes more noticeable, with the camera moving closer to highlight details like the bucket's teeth and the tire treads. The background elements, including the green trees and distant hills, remain visible, entering and exiting the frame as the camera explores different angles.",
+          "The camera then moves to the rear of the loader, providing a clear view of the side decals and mechanical components. It tilts up to show the top of the cab and then down to emphasize the large rear tires and the exhaust stack. The zooming in and out continues, with close-ups of the loader's side features and the bucket. The background remains consistent, with the green trees and distant hills providing a stable environment as the camera re-enters familiar angles and perspectives.",
+          "In the next segment, the camera completes its orbit by moving back towards the front of the loader, now focusing on the front-right side. The vertical perspective shifts again, with the camera tilting up to capture the top of the cab and then down to emphasize the front tires and the bucket. The zooming in and out becomes more pronounced, with close-ups of the bucket's teeth and the tire treads. The background remains consistent, with the green trees and distant hills providing a stable environment as the camera re-enters familiar angles and perspectives.",
+          "The video concludes with the camera returning to the front-left view of the loader, mirroring the initial shot. The final scenes include a few more zoom-ins on the bucket and wheels, reinforcing the detailed examination of the loader's features. The camera then pulls back to a wide shot, showing the entire machine in the context of the dry field, with the dead tree stump and trees in the background. The video ends with a steady, comprehensive view of the loader, ensuring all spatial and environmental elements are consistently represented."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_tnt_99869de4c05e3f558d74b51a7ffed9b1aab2f51cfc1e302f4be78756ea77b85b_spatial",
+    "video_path": "videos/mem_tnt_99869de4c05e3f558d74b51a7ffed9b1aab2f51cfc1e302f4be78756ea77b85b.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a full 360-degree horizontal pan around a beige building with a dark gray roof, situated in a park-like setting with green grass, trees, and picnic tables. The camera movement is smooth and continuous, returning to the initial viewpoint at the end, creating a seamless loop with no drift or misalignment in the background objects."
+        ],
+        "level_2": [
+          "The video begins with a view of the side of a beige building with a dark gray roof, featuring a small overhang and a window with green shutters. As the camera pans horizontally, it reveals a gravel area with several concrete picnic tables and a young tree. The surrounding environment includes green grass and trees.",
+          "Continuing the pan, the camera moves around the building, showing a garage door covered by a lattice panel and a brown door adjacent to it. The background remains consistent with greenery and residential houses visible in the distance. The camera maintains a steady pace, ensuring a smooth transition between views.",
+          "The final part of the pan reveals the front of the building, which has an open section displaying two restroom doors with visible signage. The structure is supported by wooden beams under a gabled roof. The camera completes its loop, returning to the starting point with the same initial view of the building's side."
+        ],
+        "level_3": [
+          "The video opens with a side view of a beige building with a dark gray roof, showcasing a small overhang and a window with green shutters. The camera begins its horizontal pan, revealing a gravel area with concrete picnic tables and a young tree, set against a backdrop of green grass and trees.",
+          "As the camera continues its pan, it moves around the building, capturing a garage door covered by a lattice panel and a brown door next to it. The surrounding area includes more greenery and residential houses in the distance, maintaining a consistent park-like atmosphere.",
+          "The pan progresses to show the front of the building, which features an open section with two restroom doors marked by signage. The structure is supported by wooden beams under a gabled roof. The camera smoothly transitions, keeping the background elements aligned and unchanged.",
+          "The camera continues its horizontal loop, moving past the lattice-covered garage door and the brown door, providing a comprehensive view of the building's exterior. The surrounding greenery and distant houses remain visible, contributing to the serene park setting.",
+          "Finally, the camera completes its 360-degree pan, returning to the initial viewpoint of the building's side. The seamless loop ensures that the starting and ending frames are identical, with no noticeable drift or misalignment in the background objects, effectively demonstrating precise camera motion tracking."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_tnt_a5630370d7039c78cc822dbd17a967711be3632bd2cdb43519eab8c2fa876144_spatial",
+    "video_path": "videos/mem_tnt_a5630370d7039c78cc822dbd17a967711be3632bd2cdb43519eab8c2fa876144.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "A camera performs a seamless 360-degree horizontal pan around an elegant, spacious room with intricate architectural details. The room features a patterned carpet, ornate ceiling with geometric designs, dark wood paneling, arched windows with draped curtains, and a prominent fireplace. Throughout the pan, the camera captures various angles of tables, chairs, and decorative elements such as modern spherical pendant lights and golden wall sconces, eventually returning to the original starting point without any drift or misalignment."
+        ],
+        "level_2": [
+          "The camera begins its pan on the left side of the room, showcasing a series of long tables with unique S-shaped tops and high-backed chairs. As it moves, the ornate ceiling with its detailed geometric patterns becomes more visible, along with the large arched windows draped in light-colored curtains. The focus shifts toward the back of the room, revealing the grand fireplace adorned with golden accents.",
+          "Continuing the pan, the camera moves past the fireplace and focuses on the right side of the room, highlighting the dark wood paneling and arched doorways. The middle section of the room is captured, showing round tables with matching chairs and the interplay of light from the windows and modern pendant lights hanging from the ceiling.",
+          "The final part of the pan returns to the left side of the room, capturing the initial tables and chairs once more. The camera completes its 360-degree loop, emphasizing the symmetry and balance of the room's design, with all elements aligning perfectly as it returns to the starting viewpoint."
+        ],
+        "level_3": [
+          "The video opens with a view of the left side of the room, featuring long tables with distinctive S-shaped tops and dark wooden chairs. The camera begins its smooth horizontal pan, moving towards the back of the room and capturing the ornate ceiling with its intricate geometric patterns and modern spherical pendant lights. The large arched windows with light-colored curtains are also visible, allowing natural light to filter into the space.",
+          "As the camera continues its pan, it moves past the fireplace, which is adorned with golden accents and set against the dark wood paneling. The focus shifts to the right side of the room, showcasing the arched doorways and additional seating arrangements, including round tables with matching chairs. The interplay of light from the windows and the pendant lights creates a warm ambiance throughout the room.",
+          "The pan progresses further, capturing the middle section of the room with its symmetrical layout of tables and chairs. The camera then moves towards the far end of the room, highlighting the consistent design elements such as the patterned carpet, dark wood paneling, and arched windows. The focus returns to the left side, bringing the viewer back to the initial tables and chairs.",
+          "The camera continues its seamless loop, moving past the fireplace once again and focusing on the right side of the room. The detailed woodwork and arched doorways are emphasized, along with the decorative elements like the golden wall sconces and modern pendant lights. The pan ensures that all angles of the room are captured, maintaining a smooth and continuous motion.",
+          "In the final segment, the camera completes its 360-degree pan by returning to the original starting point on the left side of the room. The entire sequence showcases the elegance and symmetry of the space, with the camera capturing every detail from multiple perspectives before settling back at the beginning, demonstrating excellent loop memory and alignment."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_tnt_15d42cee734662bf8471fa3ead0266b2e0ffc015a980be20d4aee17b727c70e0_spatial",
+    "video_path": "videos/mem_tnt_15d42cee734662bf8471fa3ead0266b2e0ffc015a980be20d4aee17b727c70e0.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video explores the interior of a grand, historic courtroom, focusing on its ornate stained-glass dome ceiling and rich wooden furnishings. The camera moves through the space with smooth pans, tilts, and zooms, capturing the rows of wooden chairs in the audience area, the judge's bench at the front, and the jury box to the side. As the camera retraces its path and loops around the room, it revisits key spatial anchors such as the American flag near the judge's bench, the large windows with blinds, and the detailed ceiling patterns. The video emphasizes the consistent lighting and architectural details, ensuring that repeated views of the same areas maintain visual coherence, particularly when transitioning between vertical perspectives looking up at the dome and down at the courtroom floor."
+        ],
+        "level_2": [
+          "At the beginning, the video introduces the courtroom with a wide shot of the audience seating area, highlighting the red carpet and wooden chairs. The camera then pans across the room, revealing the judge's bench, the jury box, and the prominent stained-glass dome ceiling. In the middle section, the focus shifts to the intricate details of the dome and the chandeliers hanging from it, while also capturing the movement of the camera as it retraces its steps back toward the front of the courtroom. Toward the end, the video returns to the initial perspective of the audience area, reinforcing the spatial consistency by showing familiar elements like the American flag and the portraits on the walls."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a sweeping view of the courtroom's audience area, showcasing the rows of wooden chairs with teal cushions and the red patterned carpet. The camera slowly pans upward, revealing the ornate ceiling with its detailed moldings and the central stained-glass dome. Key spatial anchors include the American flag near the judge's bench and the large windows with blinds along the walls.",
+          "20-40%: The camera continues its exploration by moving closer to the judge's bench and the jury box, capturing the rich woodwork and the formal setup of the courtroom. It then tilts upward to focus on the stained-glass dome, emphasizing its vibrant colors and intricate designs. The camera retraces its path, returning to the audience area and maintaining consistent lighting and object positions.",
+          "40-60%: As the video progresses, the camera moves horizontally around the courtroom, capturing different angles of the wooden furnishings and the architectural details. It revisits the stained-glass dome from various perspectives, highlighting the interplay of light and color. The camera also captures the re-entry of background elements, such as the windows and portraits, ensuring their consistent appearance.",
+          "60-80%: The focus shifts to the vertical perspective changes, with the camera looking directly up at the dome and then tilting down to show the courtroom floor. This transition is smooth, maintaining the spatial coherence of the environment. The video then moves to the side of the courtroom, capturing the jury box and the additional seating areas, before returning to the front of the room.",
+          "80-100%: In the final segment, the camera retraces its earlier paths, revisiting the audience area and the judge's bench. It captures the consistent positioning of the American flag and the portraits on the walls. The video concludes with a final view of the stained-glass dome, emphasizing its beauty and the overall grandeur of the courtroom."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_tnt_4917553f77bf46830cbc3ef9a6f6aea706f13c0938c5c828ae6670bf79045857_spatial",
+    "video_path": "videos/mem_tnt_4917553f77bf46830cbc3ef9a6f6aea706f13c0938c5c828ae6670bf79045857.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video captures a comprehensive exploration of the Santa Cruz Surfing Museum lighthouse building, showcasing its red brick structure, American flag on a pole, and the museum entrance with signage. The camera performs various movements including panning around the circular base of the lighthouse, tilting up to reveal the top lantern room, zooming in on details like solar panels on the roof, and retracing paths to revisit similar angles. The coastal background with the ocean and sky is consistently visible as the camera moves, and foreground elements such as the flagpole, tree, and benches occasionally occlude parts of the view before revealing them again. The video maintains spatial consistency across all shots, ensuring that the relative positions of the lighthouse, flag, and surrounding environment remain coherent throughout."
+        ],
+        "level_2": [
+          "At the beginning, the video introduces the Santa Cruz Surfing Museum lighthouse with a wide shot, highlighting its red brick construction, the American flag, and the museum entrance. The camera pans horizontally around the base of the lighthouse, capturing different angles while maintaining consistent alignment with the flagpole and surrounding benches. In the middle section, the camera tilts upward to focus on the top of the lighthouse, revealing the lantern room and birds perched there, then zooms out to show the entire structure alongside the coastal backdrop. Toward the end, the video revisits earlier perspectives, retraces the camera's path along the side of the building, and concludes with a final panoramic view of the lighthouse against the blue sky and ocean.",
+          "In the first third of the video, the focus is on establishing the setting with a broad view of the Santa Cruz Surfing Museum lighthouse. The camera pans smoothly around the building, emphasizing the architectural details and the presence of the American flag. As the video progresses into the second third, the perspective shifts upward, capturing the intricate design of the lighthouse's top and the solar panels installed on the roof. The final third involves a return to familiar viewpoints, with the camera repositioning itself to offer fresh angles while reinforcing the spatial relationships between the lighthouse, flag, and surrounding environment.",
+          "The initial segment sets the scene by presenting the Santa Cruz Surfing Museum lighthouse from a distance, allowing viewers to absorb the overall composition of the building and its surroundings. Midway through the video, the camera explores the vertical dimensions of the lighthouse, moving from the base to the top and capturing the interplay of light and shadow on the brick surface. In the concluding portion, the video circles back to earlier vantage points, ensuring continuity by confirming that previously seen elements like the flagpole and coastal horizon remain visually aligned and unchanged."
+        ],
+        "level_3": [
+          "The video opens with a static wide shot of the Santa Cruz Surfing Museum lighthouse, showcasing its red brick facade, barred windows, and the American flag prominently displayed on a tall pole. The camera begins a slow horizontal pan to the left, gradually revealing more of the building's side and the adjacent wooden benches. As the pan continues, the flagpole momentarily obstructs the view before clearing, allowing the camera to capture the full height of the lighthouse and its white lantern room at the top.",
+          "Transitioning into the second segment, the camera tilts upward, focusing on the upper portion of the lighthouse to highlight the intricate details of the lantern room and the solar panels mounted on the roof. The American flag flutters in the breeze, adding a dynamic element to the otherwise static shot. After a brief zoom-in on the flag and lantern room, the camera pans downward, retracing its path along the side of the building and passing by the parked cars in the background parking lot.",
+          "In the third segment, the camera returns to the ground level, circling around the base of the lighthouse once more. This time, it focuses on the museum entrance, where a sign reading 'Santa Cruz Surfing Museum' is clearly visible. The camera then pans to the left, revealing a small tree growing against the brick wall and casting shadows on the building. As the pan continues, the viewer is treated to a series of close-up shots of the lighthouse's architectural details, including the barred windows and decorative trim.",
+          "Moving into the fourth segment, the camera shifts its focus to the right side of the lighthouse, capturing the expansive coastal view with the ocean stretching to the horizon. The American flag remains a constant presence, waving gently in the breeze. The camera then tilts downward, following the line of the building's roofline and capturing the solar panels installed on the sloped roof. As the tilt concludes, the camera pans back to the left, returning to the front of the lighthouse and the museum entrance.",
+          "In the final segment, the camera performs a sweeping pan around the entire circumference of the lighthouse, offering a complete 360-degree view of the structure. The sun casts long shadows across the building, emphasizing its texture and depth. The video concludes with a zoomed-out shot that encompasses the entire lighthouse, the American flag, and the surrounding environment, providing a satisfying sense of closure and spatial coherence."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_tnt_1a5e108074f33f006cf0feeaf343ca72253f8fe7be2d43c0a97e7c71026294f1_spatial",
+    "video_path": "videos/mem_tnt_1a5e108074f33f006cf0feeaf343ca72253f8fe7be2d43c0a97e7c71026294f1.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a detailed exploration of a military tank displayed inside a large hangar. The camera moves around the tank, capturing its front, sides, and rear, highlighting features such as the turret, tracks, and various equipment mounted on its body. The tank remains the central focus throughout, with its distinct military design consistently recognizable. The background reveals other tanks and military vehicles, emphasizing the setting as a museum or storage facility for armored vehicles."
+        ],
+        "level_2": [
+          "The video begins with a close-up view of the front of the military tank, focusing on its grille and identification plates. The camera then pans to the right, revealing the side profile of the tank, showcasing its tracks and wheels. As the exploration continues, the rear of the tank is shown, highlighting additional details such as storage compartments and equipment. The setting is a spacious hangar with red structural beams and other tanks visible in the background.",
+          "Moving further along the tank, the camera captures the turret and main gun, providing a detailed look at the weapon system. The middle section of the video focuses on the mid-body of the tank, displaying the intricate details of the armor plating and various hatches. The background remains consistent, showing the hangar environment with other military vehicles and equipment scattered around.",
+          "The final part of the video provides a comprehensive view of the tank from different angles, including close-ups of the tracks and wheels. The camera then returns to the front of the tank, completing the circular tour. The video concludes with a wide shot of the tank within the hangar, surrounded by other military vehicles, reinforcing the setting as a museum or storage facility."
+        ],
+        "level_3": [
+          "The video opens with a close-up of the tank's front, focusing on the grille and identification plates. The camera slowly pans to the right, beginning to reveal the side profile of the tank and its tracks. The initial frames set the stage by establishing the tank as the primary subject within the hangar setting.",
+          "As the camera continues to move, it captures the side of the tank, highlighting the wheels and tracks in detail. The exploration progresses towards the rear of the tank, showcasing additional features such as storage compartments and mounted equipment. The background starts to become more visible, showing other tanks and military vehicles in the hangar.",
+          "The middle segment of the video focuses on the turret and main gun of the tank, providing a detailed view of the weapon system. The camera then moves along the mid-body of the tank, displaying the armor plating and various hatches. The consistent presence of the hangar environment with red beams and other vehicles in the background maintains the context of the setting.",
+          "The latter part of the video captures the rear and side views of the tank, emphasizing the intricate details of the tracks and wheels. The camera then returns to the front of the tank, completing the circular tour. The background remains filled with other military vehicles, reinforcing the museum or storage facility setting.",
+          "The video concludes with a wide shot of the tank within the hangar, surrounded by other military vehicles. The camera provides a final comprehensive view of the tank from different angles, ensuring that all key features are highlighted. The consistent focus on the tank and the detailed exploration of its components effectively convey the main subject's identity and features throughout the video."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_tnt_0b199d304a74f9c3d2003c36f68bbf95fa52d9983fd2275bdae66a61e23d49d5_spatial",
+    "video_path": "videos/mem_tnt_0b199d304a74f9c3d2003c36f68bbf95fa52d9983fd2275bdae66a61e23d49d5.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a detailed exploration of a Panther tank, numbered '501', displayed in an open hangar alongside other military tanks. The camera performs a continuous circular movement around the tank, capturing its camouflage pattern, six road wheels on each side, and various external features such as the turret, tracks, and mounted equipment. As the camera pans horizontally and tilts vertically, it zooms in and out to highlight specific details while maintaining consistent spatial relationships with the tank. The open hangar bay door and surrounding tanks periodically reappear in the background, ensuring environmental continuity. The video concludes with a final panoramic view of the Panther tank from multiple angles."
+        ],
+        "level_2": [
+          "At the beginning, the camera focuses on the Panther tank '501', highlighting its camouflage design and the number '501' on the turret. The camera then starts a horizontal pan around the tank, revealing its side profile and the six road wheels on each side. In the middle, the camera tilts upward to capture the turret and gun barrel, then zooms out to show the tank's overall structure within the hangar setting. Toward the end, the camera retraces its path, revisiting earlier viewpoints and providing a comprehensive overview of the tank from all angles, with the open hangar door and other tanks consistently visible in the background."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a close-up shot of the Panther tank '501', focusing on its front-left side. The camera captures the detailed camouflage pattern, the number '501' on the turret, and the initial road wheels. The open hangar bay door is visible in the background, along with parts of other tanks lined up nearby.",
+          "20-40%: The camera begins a smooth horizontal pan to the right, circling the tank and revealing its side profile. As it moves, the camera tilts slightly upward to focus on the turret and gun barrel, then zooms out to provide a broader view of the tank's length and its position within the hangar. The background remains consistent, showing the open bay door and adjacent tanks.",
+          "40-60%: Continuing its circular motion, the camera moves toward the rear of the Panther tank, capturing the back panel and exhaust pipes. It then tilts downward to focus on the tracks and road wheels, zooming in for a detailed look at these components. The camera retraces part of its earlier path, revisiting the side and front views of the tank while maintaining spatial consistency with the environment.",
+          "60-80%: The camera completes its circle around the tank, returning to the front-left side. It zooms in again on the turret and gun barrel, emphasizing the number '501' and the intricate details of the tank's exterior. The open hangar door and other tanks in the background reappear, reinforcing the spatial context. The camera then begins to pull back, preparing for the final overview.",
+          "80-100%: In the final segment, the camera provides a panoramic view of the Panther tank '501' from multiple angles, summarizing the earlier detailed shots. It pans slowly around the tank once more, ensuring all key features are captured. The video concludes with a wide shot that encompasses the entire tank and its surroundings, leaving a lasting impression of the vehicle's imposing presence in the hangar."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_tnt_79b74782cc704f9e6608549e44015e34d5768e8cc047db690a788b827e84f6de_spatial",
+    "video_path": "videos/mem_tnt_79b74782cc704f9e6608549e44015e34d5768e8cc047db690a788b827e84f6de.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "A camera smoothly pans around a playground, capturing various pieces of equipment and the surrounding area. The pan completes a full horizontal loop, returning to the original framing with a seamless transition back to the starting point."
+        ],
+        "level_2": [
+          "The camera begins by panning left, showcasing the initial playground equipment, including slides and climbing structures, set against a backdrop of residential houses and tall trees. As it continues, the view expands to include more of the playground's perimeter and additional seating areas.",
+          "Moving further around the playground, the camera captures the central play structure from different angles, highlighting its multiple slides and interactive elements. The surrounding greenery and benches become more prominent as the pan progresses.",
+          "The final part of the pan reveals the playground's outer edges, including more seating options and a clear view of the adjacent park area. The camera smoothly transitions back to the starting point, completing the loop with a cohesive and continuous shot."
+        ],
+        "level_3": [
+          "The camera starts with a leftward pan, focusing on the initial playground equipment such as slides and climbing frames. Residential houses and tall trees form the background, while a pathway and rocks are visible in the foreground.",
+          "As the pan continues, the camera moves past the central play structure, revealing more of the playground's layout. Additional seating areas and a broader view of the surrounding greenery come into focus.",
+          "The camera then shifts to capture the right side of the playground, showing more benches and a glimpse of the park beyond. The pan begins to curve back towards the starting point, maintaining a smooth and continuous motion.",
+          "Approaching the end of the loop, the camera focuses on the outer edges of the playground, including more seating options and a clear view of the adjacent park area. The transition back to the starting point begins, ensuring a seamless return to the original framing.",
+          "Finally, the camera completes the horizontal pan, returning to the initial framing. The entire sequence showcases the playground from multiple angles, with a smooth and continuous motion that highlights both the equipment and the surrounding environment."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_tnt_5817f81eddb995fc6004532115c631a2eba651d7af9e085afc3210a19e0e1904_spatial",
+    "video_path": "videos/mem_tnt_5817f81eddb995fc6004532115c631a2eba651d7af9e085afc3210a19e0e1904.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video explores a spacious banquet hall with a wooden truss ceiling featuring exposed beams and elegant chandeliers. The camera moves through the room, capturing rows of green chairs set around tables covered in light purple tablecloths, white pillars with decorative capitals, and glass doors leading to an outdoor terrace named 'Pacific Terrace.' As the camera navigates, it revisits key areas such as the buffet table with silver chafing dishes, the left side near the glass doors, and the central area around the pillars and chandeliers. The video emphasizes spatial consistency by retracing paths and maintaining coherent vertical perspectives, ensuring that background elements like potted plants and distant walls reappear consistently upon re-entry."
+        ],
+        "level_2": [
+          "At the beginning, the video introduces the banquet hall's grand interior, focusing on the wooden ceiling beams and chandeliers while showcasing the neatly arranged tables and chairs. The camera then moves toward the right side of the room, revealing the buffet area with its silver chafing dishes and decorative lanterns. In the middle, the camera retraces its path back to the left side near the glass doors, emphasizing the continuity of spatial features such as the white pillars and potted plants. Toward the end, the camera tilts upward to highlight the intricate details of the ceiling before returning to capture the full expanse of the room once more.",
+          "In the first third of the video, the focus is on the overall layout of the banquet hall, including the wooden ceiling, chandeliers, and the arrangement of tables and chairs. The camera then shifts to explore the right side of the room, highlighting the buffet table and its surroundings. As the video progresses into the second third, the camera retraces its earlier path, revisiting the left side of the room near the glass doors and re-emphasizing the spatial consistency of the environment. In the final third, the camera tilts up to showcase the ceiling's architectural details before panning back down to capture the entire room from a fresh perspective.",
+          "The initial segment of the video sets the scene by capturing the banquet hall's main features: the wooden ceiling with beams and chandeliers, the rows of green chairs, and the tables set for an event. The middle section focuses on the buffet area and the right side of the room, where the camera captures the silver chafing dishes and decorative elements. Toward the end, the video revisits previously seen areas, such as the left side near the glass doors and the central part of the room, ensuring that spatial relationships remain consistent throughout the exploration."
+        ],
+        "level_3": [
+          "The video opens with a sweeping view of the banquet hall, highlighting the wooden truss ceiling with its intricate beams and ornate chandeliers. The camera then moves to the right, revealing the buffet table adorned with silver chafing dishes and decorative lanterns, while also capturing the large windows and glass doors leading to the Pacific Terrace. The scene transitions smoothly as the camera begins to retrace its path, returning to the left side of the room near the glass doors, where the spatial consistency of the white pillars and potted plants is maintained.",
+          "As the video progresses, the camera continues its journey through the banquet hall, focusing on the detailed architecture of the ceiling and the evenly spaced chandeliers. The middle portion of the video revisits the buffet area, emphasizing the decorative elements and the spatial coherence of the environment. The camera then moves back toward the left side of the room, capturing the glass doors and the outdoor terrace, ensuring that the spatial relationships between objects remain consistent.",
+          "In the third segment, the camera tilts upward to showcase the ceiling's wooden beams and the intricate design of the chandeliers, providing a detailed view of the room's upper structure. The video then transitions to a broader perspective, capturing the entire banquet hall from a new angle, highlighting the rows of green chairs and the tables set for an event. The final segment returns to the buffet area, reinforcing the spatial consistency of the environment before concluding with a panoramic view of the entire room.",
+          "The fourth segment of the video focuses on the left side of the banquet hall, near the glass doors leading to the Pacific Terrace. The camera captures the white pillars and potted plants, ensuring that these elements remain consistent with their earlier appearances. The video then moves back toward the center of the room, revisiting the area around the pillars and chandeliers, and finally tilts upward to emphasize the ceiling's architectural details once more.",
+          "Toward the end of the video, the camera pans across the banquet hall, capturing the rows of green chairs and the tables set for an event. The video concludes with a final sweep of the room, highlighting the wooden ceiling beams and chandeliers, and ensuring that all spatial relationships and environmental cues remain consistent throughout the entire exploration."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_tnt_f407eca1d989587c5c350fce42156c235b6e17dedc08c1013fa739d1088d83f2_spatial",
+    "video_path": "videos/mem_tnt_f407eca1d989587c5c350fce42156c235b6e17dedc08c1013fa739d1088d83f2.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video explores the grand interior of a rotunda, beginning with a sweeping horizontal pan around the circular marble columns and mosaic floor patterns. The camera ascends to reveal the intricate stained-glass dome, capturing its vibrant colors and geometric designs from various vertical perspectives. As the journey continues, the viewer is taken back down to the ground level, retracing steps past the historical murals and ornate balcony railings. The sequence loops back to revisit earlier viewpoints, ensuring consistent alignment of architectural elements like the columns, floor mosaics, and wall sconces, while maintaining smooth transitions between elevation changes and background re-entries."
+        ],
+        "level_2": [
+          "At the beginning, the camera pans horizontally around the rotunda's base, showcasing the detailed marble columns and the geometric patterns of the mosaic floor. Moving upward, the focus shifts to the stunning stained-glass dome, highlighting its elaborate designs and the interplay of light. The middle section features a descent back to the ground level, retracing the path past the ornate balcony railings and historical murals, ensuring visual consistency in object placement and lighting. Toward the end, the camera revisits earlier angles, reinforcing the spatial coherence of the rotunda's architecture.",
+          "In the first third, the video captures the rotunda's lower level with a horizontal pan that emphasizes the marble columns and mosaic floor. The ascent to the dome follows, revealing the stained-glass ceiling from multiple vertical perspectives. The middle part involves a return to the ground level, retracing the path past the murals and railings, ensuring consistent alignment of these elements. The final third revisits earlier viewpoints, particularly focusing on the interplay between the dome's patterns and the floor's geometry, while smoothly transitioning between different elevations.",
+          "The initial segment introduces the rotunda's lower level, with a horizontal pan around the marble columns and mosaic floor, setting the stage for the architectural details. The middle portion ascends to explore the stained-glass dome from various angles, capturing its vibrant colors and intricate designs. The latter part retraces the path back to the ground level, revisiting the murals and railings, ensuring consistent spatial relationships and lighting effects. The video concludes by looping back to earlier viewpoints, reinforcing the cohesive exploration of the rotunda's interior."
+        ],
+        "level_3": [
+          "The video opens with a horizontal pan around the rotunda's base, focusing on the marble columns and mosaic floor patterns. The camera begins its ascent, capturing the initial views of the stained-glass dome from a low angle, emphasizing the geometric designs and vibrant colors. As the pan continues, the viewer is introduced to the upper levels, where the ornate balcony railings and wall sconces come into view, setting the stage for the detailed exploration of the dome's architecture.",
+          "In the second segment, the camera continues its upward movement, offering closer views of the stained-glass dome from various vertical perspectives. The intricate patterns and interplay of light become more pronounced as the camera moves higher. The scene transitions back to the ground level, retracing the path past the historical murals and ornate balcony railings, ensuring consistent alignment and orientation of these elements. The segment concludes with a smooth descent, preparing the viewer for the next phase of the exploration.",
+          "The third segment focuses on the detailed examination of the stained-glass dome from multiple angles, highlighting its elaborate designs and vibrant colors. The camera then descends back to the ground level, retracing the path past the murals and railings, ensuring consistent spatial relationships and lighting effects. The segment ends with a loop back to earlier viewpoints, particularly focusing on the interplay between the dome's patterns and the floor's geometry, while smoothly transitioning between different elevations.",
+          "As the video progresses, the camera revisits earlier angles, particularly focusing on the interplay between the dome's patterns and the floor's geometry. The ascent to the dome's upper levels offers new perspectives, capturing the intricate designs and vibrant colors from various vertical angles. The descent back to the ground level retraces the path past the murals and railings, ensuring consistent alignment and orientation of these elements. The segment concludes with a smooth transition back to the initial viewpoints, reinforcing the cohesive exploration of the rotunda's interior.",
+          "The final segment revisits the rotunda's lower level, with a horizontal pan around the marble columns and mosaic floor, reinforcing the spatial coherence established earlier. The camera ascends once more to explore the stained-glass dome from multiple angles, capturing its vibrant colors and intricate designs. The video concludes with a smooth descent back to the ground level, retracing the path past the murals and railings, ensuring consistent alignment and orientation of these elements. The sequence loops back to the starting viewpoint, providing a comprehensive and cohesive exploration of the rotunda's interior architecture."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_tnt_2114a5ba3a1cca5645c63f9019c21558f5c4f2573109913bf20b6c7ea56b1d3d_spatial",
+    "video_path": "videos/mem_tnt_2114a5ba3a1cca5645c63f9019c21558f5c4f2573109913bf20b6c7ea56b1d3d.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video presents a comprehensive exploration of the Herbert Maier Memorial Auditorium, a classical building featuring prominent columns, a grand dome ceiling, and surrounding park elements. The camera moves dynamically around the structure, capturing various perspectives including close-ups of architectural details like the ornate cornices and balustrades, wide shots of the entire building, and views looking up at the dome or down at the steps. As the camera pans horizontally and vertically, it retraces paths multiple times, allowing for direct comparison of previously seen viewpoints. Background elements such as trees, benches, and pathways consistently re-enter the frame, maintaining spatial continuity. The video concludes with a final wide shot that encompasses the full scope of the auditorium and its surroundings."
+        ],
+        "level_2": [
+          "At the beginning, the video focuses on the exterior of the Herbert Maier Memorial Auditorium, highlighting its classical design with a series of tall columns supporting a decorative balustrade. The camera pans left and right, revealing the semi-circular stage area with a detailed dome ceiling. In the middle section, the camera moves closer to capture intricate details of the building's facade, including sculpted decorations above the archway and the texture of the stone columns. It also explores the surrounding park, showing how trees and pathways frame the structure. Toward the end, the video returns to earlier perspectives, emphasizing the symmetry and grandeur of the auditorium while incorporating new angles that showcase the vertical scale of the dome and the horizontal expanse of the colonnade.",
+          "In the first third of the video, the camera starts by focusing on the front entrance of the Herbert Maier Memorial Auditorium, showcasing the imposing columns and the semi-circular stage area with its detailed dome ceiling. The middle portion of the video involves more dynamic camera movements, including tilting upwards to emphasize the height of the dome and panning around the building to reveal additional architectural features such as the balustrades and ornate carvings. The final third revisits earlier viewpoints, reinforcing spatial memory by retracing the camera's path and providing a cohesive narrative of the building's design and its integration into the park setting.",
+          "The initial segment of the video introduces the Herbert Maier Memorial Auditorium from a frontal perspective, emphasizing the symmetrical arrangement of columns and the elegant dome ceiling. As the video progresses into the second third, the camera explores the building from different angles, moving along the colonnade and capturing close-up details of the stonework and decorative elements. The latter part of the video focuses on vertical perspective changes, looking up at the dome and down at the steps leading to the stage, while also revisiting earlier viewpoints to ensure spatial consistency. Throughout, the surrounding park elements remain visible, contributing to the overall environmental context."
+        ],
+        "level_3": [
+          "The video opens with a sweeping view of the Herbert Maier Memorial Auditorium, focusing on the front entrance characterized by a series of tall, evenly spaced columns supporting a decorative balustrade. The camera slowly pans to the left, revealing the semi-circular stage area with its intricately designed dome ceiling. In the background, park elements such as trees and pathways are visible, framing the structure and adding depth to the scene. The lighting is soft, suggesting an overcast day, which enhances the textures of the stone architecture.",
+          "As the camera continues its movement, it shifts focus to the right side of the auditorium, capturing the continuation of the colonnade and the detailed balustrade. The perspective changes slightly, offering a closer look at the ornate carvings above the archway and the robustness of the columns. The camera then tilts upward, emphasizing the grandeur of the dome and the intricate patterns within it. Meanwhile, the park setting remains consistent, with trees and pathways subtly entering and exiting the frame, maintaining spatial continuity.",
+          "The middle section of the video delves deeper into the architectural details of the Herbert Maier Memorial Auditorium. The camera moves along the colonnade, providing close-up views of the columns' capitals and the textured surfaces of the stone. It then transitions to a lower perspective, looking up at the dome and capturing the interplay of light and shadow across its surface. The surrounding park elements, including benches and flowerbeds, are intermittently visible, reinforcing the connection between the building and its environment. The camera then begins to retrace its path, returning to earlier viewpoints to ensure spatial coherence.",
+          "In the fourth segment, the camera retraces its path around the auditorium, revisiting the front entrance and the semi-circular stage area. This time, however, the perspective is slightly altered, offering a fresh angle on the same features. The camera pans back to the left, capturing the colonnade once again and emphasizing the symmetry of the design. The background elements, such as the trees and pathways, reappear in the frame, maintaining the spatial relationship established earlier. The video then shifts focus to the steps leading up to the stage, highlighting their texture and the metal railings that flank them.",
+          "The final segment of the video provides a comprehensive overview of the Herbert Maier Memorial Auditorium, combining all the previously explored perspectives into a cohesive narrative. The camera moves smoothly around the building, capturing the full scope of its design and the surrounding park setting. It concludes with a wide shot that encompasses the entire structure, from the front entrance to the back colonnade, and includes the park elements that frame it. The lighting remains consistent throughout, ensuring a seamless transition between different parts of the video and reinforcing the spatial and environmental continuity."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_tnt_c377e6c6722ada96fe40ab147f9fee05963e9cc40b9e6cdc51dd48e788f2e0d1_spatial",
+    "video_path": "videos/mem_tnt_c377e6c6722ada96fe40ab147f9fee05963e9cc40b9e6cdc51dd48e788f2e0d1.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a vintage turquoise flatbed truck with a wooden bed and metal side rails, parked on a paved sidewalk. The truck features the 'San Pedro Square Market' logo on its side. The camera performs a smooth horizontal orbit around the vehicle, capturing it from various angles including the front, sides, and rear. As the camera moves, background elements such as yellow patio umbrellas, street signs (e.g., 'St John'), trees, and nearby buildings repeatedly enter and exit the frame, requiring consistent visual tracking. The lighting is bright daylight, and the scene includes outdoor seating areas with tables and stools. The video emphasizes spatial consistency by revisiting earlier viewpoints and maintaining alignment with the truck's stationary position throughout."
+        ],
+        "level_2": [
+          "At the beginning, the camera focuses on the rear and side of the turquoise flatbed truck, highlighting its weathered paint and wooden bed. The surrounding environment includes a sidewalk with paving tiles, yellow umbrellas, and a street sign for 'St John.' In the middle, the camera pans around the front of the truck, revealing its classic grille and headlights, while background elements like outdoor seating and trees reappear. Toward the end, the camera completes its orbit, returning to the initial side view of the truck, ensuring a seamless loop-like motion and consistent spatial memory of the scene."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a close-up of the truck's rear, showcasing its wooden bed and turquoise body. The camera begins a slow pan to the left, revealing the side profile of the truck and the 'San Pedro Square Market' logo. Background elements like yellow umbrellas and a street sign for 'St John' are visible.",
+          "20-40%: The camera continues its movement, circling the truck toward the front. The front grille and headlights come into view, while the background shifts to show more of the outdoor seating area and trees. The camera then starts retracing its path back toward the rear of the truck.",
+          "40-60%: As the camera orbits back around the rear of the truck, it captures the same details seen earlier, such as the wooden bed and weathered paint. The background elements, including the yellow umbrellas and street sign, re-enter the frame as the camera moves. The truck remains stationary throughout.",
+          "60-80%: The camera completes its orbit and returns to the front of the truck, providing a clear view of the grille and headlights. The background now includes a mix of the outdoor seating area and the street beyond. The camera then begins to pan back toward the side of the truck.",
+          "80-100%: The final segment shows the camera circling back to the side of the truck, mirroring the opening shot. The video concludes with a full view of the truck's side, emphasizing its vintage design and the surrounding urban environment, including the sidewalk, trees, and nearby buildings."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_tnt_bb7e1def1dc7dfb3ce3a3d0aae0af412104bb820faaf0a5617451bd6d147bf1a_spatial",
+    "video_path": "videos/mem_tnt_bb7e1def1dc7dfb3ce3a3d0aae0af412104bb820faaf0a5617451bd6d147bf1a.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a detailed exploration of a weathered green Western Pacific locomotive, numbered 713, stationed in a railway yard. The camera performs a dynamic circular pan around the locomotive, capturing its front, sides, and rear while highlighting features such as the orange safety railings, steps, and the 'WESTERN PACIFIC' lettering. As the camera moves, it tilts up and down to show both high-angle views of the roof and low-angle perspectives of the wheels and undercarriage. The background includes a hilly green landscape under a clear blue sky, with another blue locomotive visible in the distance and various railway equipment scattered around. The video revisits similar angles multiple times, particularly when circling back to the front and side views, maintaining spatial consistency and coherence throughout."
+        ],
+        "level_2": [
+          "At the beginning, the video focuses on the front of the green Western Pacific locomotive, number 713, with the camera slowly panning to the left to reveal its side profile. The orange safety railings and steps are prominently visible, and the 'WESTERN PACIFIC' lettering is clearly displayed. In the middle, the camera continues its circular movement, tilting upwards to capture the roof and then downwards to focus on the wheels and undercarriage. The background features a hilly green landscape and a clear blue sky, with a blue locomotive and various railway equipment in view. Toward the end, the camera retraces its path, circling back to the front of the locomotive and providing a comprehensive view of its entire structure, maintaining consistent spatial memory and background coherence."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a close-up view of the front of the green Western Pacific locomotive, number 713. The camera slowly pans to the left, revealing the orange safety railings and steps leading up to the locomotive's cabin. The 'WESTERN PACIFIC' lettering is prominently displayed on the side. The background shows a hilly green landscape under a clear blue sky, with a blue locomotive visible in the distance.",
+          "20-40%: As the camera continues its circular movement, it tilts upwards to capture the roof of the locomotive, showcasing its vents and other features. It then tilts downwards to focus on the wheels and undercarriage, highlighting the mechanical details. The camera moves along the side of the locomotive, providing a full view of its length and the surrounding railway yard, which includes various equipment and another blue locomotive in the background.",
+          "40-60%: The camera completes its circle around the locomotive, returning to the front view. It then begins to move towards the rear, capturing the back of the locomotive and the coupling mechanism. The orange traffic cones near the tracks are visible, and the camera continues to tilt and pan, ensuring all angles of the locomotive are shown. The background remains consistent with the hilly landscape and clear sky.",
+          "60-80%: The camera retraces its path along the side of the locomotive, moving back towards the front. It captures the same details as before, including the orange railings, steps, and the 'WESTERN PACIFIC' lettering. The camera then circles back to the front, providing a final comprehensive view of the locomotive from this angle. The background elements, such as the hills and blue sky, re-enter the frame consistently.",
+          "80-100%: In the final segment, the camera continues to explore the locomotive from various angles, focusing on the front and side views. It captures the intricate details of the locomotive's structure, including the wheels, undercarriage, and safety features. The video concludes with a wide shot of the locomotive, emphasizing its position in the railway yard and the surrounding environment, maintaining spatial consistency and coherence throughout."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_tnt_8565d4650361a97103a6970031ff0e8a23c498d1dde1b985a664d1151c99aed0_spatial",
+    "video_path": "videos/mem_tnt_8565d4650361a97103a6970031ff0e8a23c498d1dde1b985a664d1151c99aed0.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video presents a comprehensive exploration of a grand church interior, focusing on the altar area with its golden decorations, ornate ceiling frescoes, and rows of wooden pews. The camera moves dynamically through the space, capturing various perspectives including close-ups of the altar, wide shots of the nave, and detailed views of the arched side walls and doorways. As the camera pans, tilts, and zooms, it retraces paths to previously viewed areas, ensuring consistent lighting and object placement. The vertical perspective is carefully maintained when shifting focus between the ceiling and lower altar area, while background elements like side altars and balconies reappear consistently as the camera explores different parts of the church."
+        ],
+        "level_2": [
+          "At the beginning, the video opens with a sweeping view of the church's main nave, showcasing rows of wooden pews leading towards the elaborately decorated altar. The camera then tilts upward to reveal the intricate ceiling frescoes and chandeliers, emphasizing the verticality and grandeur of the space. In the middle section, the focus shifts to the altar area, providing detailed close-ups of the golden decorations and religious iconography. The camera also explores the arched side walls and doorways, highlighting the symmetry and architectural details. Toward the end, the video revisits earlier scenes, such as the main nave and altar, ensuring spatial consistency and coherence in the depiction of the church's interior."
+        ],
+        "level_3": [
+          "0-20%: The video begins with a panoramic view of the church's main nave, capturing the rows of wooden pews and the ornate altar at the far end. The camera slowly pans across the space, highlighting the arched side walls and doorways adorned with religious paintings and statues. The initial focus is on establishing the overall layout and grandeur of the church interior.",
+          "20-40%: The camera then tilts upward to showcase the intricately painted ceiling frescoes and the elegant chandeliers hanging from the ceiling. This segment emphasizes the vertical perspective and the detailed artwork above. The camera also captures the side altars and balconies, providing a sense of the church's depth and complexity.",
+          "40-60%: Moving forward, the video focuses on the altar area, offering close-up views of the golden decorations, religious icons, and candles. The camera explores the altar from different angles, highlighting the craftsmanship and spiritual significance of the space. The segment also includes a brief return to the main nave, reinforcing the spatial continuity.",
+          "60-80%: The exploration continues with a detailed examination of the arched side walls and doorways, capturing the symmetry and architectural beauty of the church. The camera pans along these walls, revealing additional religious paintings and statues. This segment also includes a revisit to the altar area, ensuring that the viewer has a comprehensive understanding of the space.",
+          "80-100%: Toward the end, the video provides a final overview of the church interior, combining wide shots of the main nave with close-ups of key features like the altar and ceiling frescoes. The camera retraces its path, ensuring that all previously seen elements are depicted consistently. The video concludes with a sweeping view of the entire church, leaving the viewer with a lasting impression of its grandeur and spiritual atmosphere."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "mem_tnt_d44bf0fee21c2dfd0bb99b5c4e938ca645a4153733bb0df1169fa482f41ba0ef_spatial",
+    "video_path": "videos/mem_tnt_d44bf0fee21c2dfd0bb99b5c4e938ca645a4153733bb0df1169fa482f41ba0ef.mp4",
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video captures a sweeping exploration of the Palace of Fine Arts, beginning with a wide shot of its iconic domed structure surrounded by lush greenery and a reflective pond. The camera pans horizontally around the building, circling the central dome and revisiting earlier angles, particularly noticeable as it retraces its path along the edge of the pond. Throughout, the video alternates between wide views showcasing the entire architectural ensemble and close-ups focusing on intricate details like column capitals, sculptural reliefs, and ceiling patterns. Vertical perspective shifts look up at towering columns and down into serene ponds, while zoom transitions maintain consistent scale and proportions. Background elements such as trees, distant structures, and fountain jets frequently re-enter the frame, requiring visual consistency in their positioning and appearance. The journey concludes with a final panoramic view that ties together all previously explored spatial landmarks."
+        ],
+        "level_2": [
+          "At the start, the video presents a broad view of the Palace of Fine Arts, highlighting its domed architecture and surrounding pond. The camera then begins a horizontal pan, circling the structure and revisiting earlier perspectives, particularly along the left side of the building. This segment emphasizes the interplay between the grand architecture and the natural environment, with the pond reflecting the scene and birds gliding over the water. As the pan continues, the focus shifts to closer details of the columns and arches, setting the stage for more intimate explorations in the following segments.",
+          "In the middle portion, the camera retraces its path along the pond's edge, revisiting areas seen earlier, such as the right side of the structure. This section features significant vertical perspective changes, including low-angle shots looking up at the towering columns and high-angle views capturing the ornate ceiling patterns. Zoom transitions alternate between wide shots of the entire building and detailed close-ups of specific architectural elements, maintaining consistent scale and proportion throughout. Fountain jets become visible in the pond, adding dynamic movement to the serene setting.",
+          "Toward the end, the video revisits key landmarks from earlier in the journey, including the central dome and surrounding colonnades. The camera continues its loop-like motion, circling back to previously seen viewpoints while emphasizing the intricate details of the sculptures and decorative motifs. The final scenes capture a comprehensive view of the Palace of Fine Arts, integrating all previously explored spatial elements into a cohesive whole. The video concludes with a panoramic shot that highlights the harmonious blend of architecture and nature."
+        ],
+        "level_3": [
+          "The video opens with a wide shot of the Palace of Fine Arts, showcasing its domed structure and the reflective pond in the foreground. A bird flies across the clear blue sky, adding a sense of tranquility. The camera begins a slow horizontal pan to the right, revealing more of the surrounding greenery and the colonnade extending along the pond. As the pan progresses, the focus remains on the overall composition, with the pond reflecting the building and the sky.",
+          "As the camera continues its pan, it moves further along the pond's edge, capturing the intricate details of the columns and arches. The perspective shifts slightly, offering a closer view of the sculptural reliefs and the texture of the stone. The camera then starts to circle back toward the left side of the structure, maintaining a consistent distance from the building. The background re-enters the frame, with trees and distant structures becoming visible again.",
+          "The camera retraces its path along the pond, revisiting the left side of the Palace of Fine Arts. This segment features a mix of wide shots and close-ups, alternating between the grandeur of the entire structure and the fine details of the architecture. The pond's surface reflects the building, creating a mirror-like effect. Fountain jets appear in the water, adding a dynamic element to the scene. The camera then begins to tilt upward, looking up at the towering columns and the ornate ceiling patterns.",
+          "The video transitions to a series of vertical perspective shifts, with the camera looking up at the towering columns and the intricate ceiling designs. Close-up shots highlight the detailed carvings and sculptures adorning the arches and columns. The camera then pans downward, capturing the base of the columns and the surrounding greenery. The background elements, such as trees and distant buildings, re-enter the frame, maintaining visual consistency. The camera continues to circle the structure, revisiting earlier viewpoints and emphasizing the symmetry and balance of the design.",
+          "In the final segment, the camera completes its loop around the Palace of Fine Arts, returning to the initial viewpoint. The video captures a panoramic view of the entire structure, integrating all previously explored spatial elements. The pond reflects the building, and the surrounding greenery frames the scene beautifully. The video concludes with a wide shot that highlights the harmonious blend of architecture and nature, providing a comprehensive overview of the Palace of Fine Arts."
+        ]
+      }
+    }
+  }
+]
\ No newline at end of file
diff --git a/MBench-V/_legacy/prompts/staging_0422/generation_prompts_new_converted.json b/MBench-V/_legacy/prompts/staging_0422/generation_prompts_new_converted.json
new file mode 100644
index 0000000000000000000000000000000000000000..8a4a2591b53255d08e7477e5b73aef6110ddd25e
--- /dev/null
+++ b/MBench-V/_legacy/prompts/staging_0422/generation_prompts_new_converted.json
@@ -0,0 +1,7522 @@
+[
+  {
+    "instance_id": "mem_openhumanvid_dc1adc693e0ebc27fead7ff9e23c51ff",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/dc1adc693e0ebc27fead7ff9e23c51ff.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young woman with shoulder-length dark brown hair, parted to the side, stands in a dimly lit room, her expression somber. She wears a pink tank top with thin white striped straps and a delicate gold chain necklace. Her fair skin shows faint acne scars. To her left, another woman with light brown tied-back hair is partially visible, facing her. Plastic containers and shelves blur in the background.",
+          "The central woman slowly turns toward the right, stepping forward with quiet intent. Her shoulders shift as she moves past the edge of the frame, her pink tank top catching a soft glimmer from the low light. Her movement is deliberate, her head slightly bowed, as she begins to disappear behind a large concrete pillar that blocks the view.",
+          "The pillar now dominates the frame, casting deep shadows across the worn floor. Behind it, the dim kitchen or basement remains still—shelves lined with plastic bins, a flickering overhead bulb, and scattered household items. No trace of the woman remains; only silence and muted textures fill the space.",
+          "From the other side of the pillar, a sliver of pink fabric emerges, followed by the curve of her shoulder. Her dark hair drapes over the edge as she steps cautiously into view. The gold chain glints faintly in the dim light. She pauses, half-hidden, her silhouette growing clearer against the shadowed backdrop.",
+          "The woman is fully back in frame, standing exactly where she began. Her pink tank top with white striped straps, delicate gold chain, and side-parted dark brown hair are unchanged. Her fair skin bears the same faint blemishes. She stands still, gaze lowered, in the quiet, dim room, completing the return."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hairstyle remain the same throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the tank top worn by the woman?",
+          "options": [
+            "A. Blue",
+            "B. Pink",
+            "C. White",
+            "D. Green"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman wearing any visible jewelry?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "During the blurred segment at 6 seconds-7 seconds, does the woman's face become completely unrecognizable?",
+          "options": [
+            "A. Yes, entirely unrecognizable",
+            "B. No, still recognizable",
+            "C. Partially visible",
+            "D. Not applicable"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the lighting in the scene remain consistently dim throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, both appearing to be young women in their late teens or early twenties. The woman on the right is centered and facing slightly downward, her expression somber. She wears a pink tank top with thin white stripes along the straps, suggesting a casual cotton material. Her dark brown hair is shoulder-length, parted to the side, and loosely framing her face. A delicate gold chain necklace rests around her neck. Her skin is fair with visible blemishes and faint acne scars. The second woman, partially visible on the left, has light brown hair tied back and wears a pale-colored top; her profile is turned toward the central figure. The setting appears to be a dimly lit room, possibly a kitchen or basement, with blurred objects like plastic containers and shelves in the background. Lighting is low, casting soft shadows and emphasizing the intimate, subdued mood of the scene.",
+      "exit_plan": {
+        "exit": "steps behind a large foreground object (pillar, wall, or vehicle) blocking the view entirely",
+        "return": "emerges from the other side of the occluding object"
+      }
+    },
+    "task_id": "mem_openhumanvid_dc1adc693e0ebc27fead7ff9e23c51ff"
+  },
+  {
+    "instance_id": "mem_openhumanvid_4e31ccbc2ba908a5dea3826021605d7b",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/4e31ccbc2ba908a5dea3826021605d7b.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A middle-aged man with short black hair and a neatly trimmed beard stands in a sterile, futuristic room. He wears a vibrant blue Hawaiian shirt adorned with bold red and pink floral patterns, paired with dark pants. His hands rest near his waist as he faces right, illuminated by the cool glow of overhead lights and digital panels lining the metallic walls.",
+          "The man begins to walk steadily toward the left side of the frame, his posture relaxed but purposeful. The bright colors of his shirt contrast sharply with the gray surroundings. As he moves, only his torso and legs remain visible, gradually slipping out of view as he approaches the edge of the frame.",
+          "The room is now empty of human presence. The metallic walls gleam under artificial lighting, reflecting the green digital schematics on the large screen. Ventilation grilles hum softly above the tiled floor, patterned with black diamond shapes. Control panels pulse faintly, maintaining the high-tech ambiance.",
+          "From the right side of the frame, a figure emerges—only the lower half visible at first. Dark pants step forward onto the diamond-patterned floor, followed by the vibrant blue Hawaiian shirt appearing just above the waistline. The man walks slowly, re-entering the scene with deliberate calm.",
+          "The man is now fully back in frame, standing still and facing right. His short black hair and beard are unchanged, the bright blue Hawaiian shirt with its red and pink floral design vivid against the sterile backdrop. He wears dark pants, hands near his waist, exactly as before—his appearance identical to the moment he was first seen."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the yellow jacket maintain the same short dark hair style throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the pants worn by the man in the yellow jacket?",
+          "options": [
+            "A. Blue",
+            "B. Black",
+            "C. Yellow",
+            "D. Green"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man in the yellow jacket wearing a mustache in both the first and last frames of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of jacket does the man in the yellow jacket wear?",
+          "options": [
+            "A. Hoodie",
+            "B. Polo shirt",
+            "C. Long-sleeved pullover",
+            "D. Windbreaker"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man in the yellow jacket's posture change from leaning forward while interacting to standing upright?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Three individuals are present in a futuristic, sterile-looking room with metallic walls and illuminated control panels. On the left, a middle-aged man with short black hair and a beard wears a vibrant blue Hawaiian shirt with red and pink floral patterns, paired with dark pants; he stands slightly bent forward, hands near his waist, facing right. In the center, another man, also middle-aged, with short dark hair, wears a bright yellow tracksuit jacket with navy blue stripes down the sleeves and sides, along with dark pants; he is bending over, gripping the shoulders of a third person. The third individual, partially obscured and crouched, wears a light blue T-shirt with a yellow logo and dark pants, appearing to be subdued. The background features a large screen displaying green digital schematics, ventilation grilles, and a tiled floor with black diamond patterns. The lighting is artificial and evenly distributed, emphasizing the high-tech environment.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_4e31ccbc2ba908a5dea3826021605d7b"
+  },
+  {
+    "instance_id": "mem_openhumanvid_43e5ae6b3d59aea3a81fdaad20d77bb2",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/43e5ae6b3d59aea3a81fdaad20d77bb2.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "In a sun-drenched clearing, two men rest amid lush greenery and wildflowers. The seated man wears a red-and-white checkered short-sleeve shirt over a white undershirt, dark brown trousers, and has short black hair. He sits relaxed on the grass, one foot grounded, gazing upward. The standing man, in an off-white long-sleeve sweatshirt and wide-leg pants, leans slightly forward, his tousled dark hair framing his face as he looks down.",
+          "The standing man begins to move, stepping toward a weathered wooden staircase leading upward. His hands remain loosely at his sides as he ascends, his body tilting forward with each step. Only his lower torso and legs are visible now, disappearing gradually behind the frame’s upper edge.",
+          "The staircase is empty. Sunlight filters through tall trees, casting dappled shadows across the grass. A large tree trunk stands near corrugated metal sheets, and wildflowers sway gently in the breeze. The distant hillside glows softly under clear daylight—no trace of movement or human presence remains.",
+          "From the top of the frame, a figure descends the stairs. First, the tips of dark, tousled hair appear, followed by the shoulders of an off-white sweatshirt. The man steps slowly downward, his wide-leg pants catching light as he moves into view, still partially obscured by the frame’s edge.",
+          "The standing man is fully back in frame, positioned just as before—off-white sweatshirt, matching wide-leg pants, dark hair falling above his ears. He leans slightly forward, hands at his sides, looking down at the seated man. His appearance matches exactly the initial moment—unchanged, still, and rooted in the tranquil outdoor setting."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "After the man and woman embrace, does the man still have short black hair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by the woman before and after the embrace?",
+          "options": [
+            "A. Blue",
+            "B. Red",
+            "C. Green",
+            "D. White"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's beige tracksuit visible and consistent in appearance during the entire sequence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary action performed by the man during the video?",
+          "options": [
+            "A. Sitting down",
+            "B. Standing up and embracing",
+            "C. Walking away",
+            "D. Lying down"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's red plaid shirt appear wrinkled or distorted after the embrace?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two men are present in a sunlit, natural outdoor setting. The man on the left is seated on the grass, wearing a short-sleeved red-and-white checkered shirt over a white undershirt and dark brown trousers; his posture is relaxed, legs bent with one foot resting on the ground, and he looks upward toward the other man. He has short black hair and appears to be in his late twenties or early thirties. The standing man, also appearing to be in his late twenties or early thirties, wears a loose-fitting, off-white long-sleeve sweatshirt and matching wide-leg pants; his hands are loosely at his sides. His dark, slightly tousled hair falls just above his ears. He leans slightly forward, looking down at the seated man. The environment features lush greenery, tall trees, wildflowers, and a distant hillside under soft daylight. A large tree trunk, a log, and corrugated metal sheets are visible nearby, suggesting a rural or semi-rustic location.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_43e5ae6b3d59aea3a81fdaad20d77bb2"
+  },
+  {
+    "instance_id": "mem_openhumanvid_ee253e6b5bb0b16264606c338f5f670f",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/ee253e6b5bb0b16264606c338f5f670f.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young woman in her late teens or early twenties stands centered on a rough, beige earthen wall, rendered in detailed charcoal sketch. Her long, wavy hair cascades past her shoulders, softly shaded to suggest movement. Her face is expressive—eyes wide and thoughtful, nose straight, lips full—her expression neutral yet pensive. No clothing or accessories are visible; only the naturalistic drawing remains, with handwritten script beneath her chin. Bamboo poles form a vertical screen to the right, beyond which lies a dim forest under subdued twilight light.",
+          "The sketched figure begins to move steadily toward the right, stepping forward with quiet purpose. Her silhouette glides across the earthen surface, partially exiting the frame as she passes behind the bamboo poles. Her form remains clear but diminishing, the charcoal lines softening at the edges as she fades into the shadowed forest beyond.",
+          "The wall now holds only the faint traces of the sketch’s outline where she stood. The rough texture of the earthen surface is illuminated by muted twilight, the handwritten script beneath still visible. Bamboo poles stand motionless, framing the darkened forest beyond, where shadows deepen and silence lingers.",
+          "From the left edge of the frame, the figure begins to re-emerge, slowly returning from the unseen space beyond. Her shoulder and part of her face appear first, drawn in the same fine charcoal detail. The wavy strands of her hair catch the dim light, and her expression remains neutral, eyes forward, as she steps back into view.",
+          "The young woman is fully back in frame, standing once again in the center-left position. Her long, wavy hair falls past her shoulders, her face clearly defined with expressive eyes, straight nose, and full lips—expression neutral and pensive. No clothing or accessories are visible, just the naturalistic charcoal rendering, with the same handwritten script below. She stands still, exactly as before."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Is the woman depicted in the sketch identical to the woman shown in the live-action scene?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary condition of the woman's body in the live-action scene?",
+          "options": [
+            "A. Clean and unmarked",
+            "B. Bloodied and bruised",
+            "C. Covered in mud",
+            "D. Wearing full armor"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the woman's hair appear long and dark in both the sketch and the live-action scene?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the woman wearing around her waist in the live-action scene?",
+          "options": [
+            "A. A belt",
+            "B. A sash",
+            "C. Tattered brown pants",
+            "D. Nothing"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the lighting in the live-action scene consistently dim and moody throughout the clip?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image shows a single person, likely a young woman in her late teens or early twenties, depicted as a detailed charcoal sketch on a rough, beige earthen wall. Her facial features are clearly defined with expressive eyes, a straight nose, and full lips; her expression appears neutral to slightly pensive. She has long, wavy hair that falls past her shoulders, drawn with soft shading to suggest volume and movement. No clothing is visible since the figure is rendered as a drawing, but the style of the sketch suggests a naturalistic portrayal without accessories or jewelry. The sketch includes handwritten text beneath her face, possibly in an unfamiliar script, though no props or objects are held. The person’s position is central within the left half of the frame, facing forward. To the right, vertical bamboo poles form a partial screen or fence, separating the wall from a dimly lit forested background. Lighting is subdued, likely natural twilight or overcast daylight, casting soft shadows across the scene.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_ee253e6b5bb0b16264606c338f5f670f"
+  },
+  {
+    "instance_id": "mem_openhumanvid_716ae4bb7a980adf9dd6fcecb4dab499",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/716ae4bb7a980adf9dd6fcecb4dab499.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A single adult male in his late twenties or early thirties stands near a large window, facing slightly left. He has short, dark black hair with a neat side part, an athletic build, and wears a plain white sleeveless cotton tank top with a small rectangular logo on the upper left chest. He holds a smartphone in both hands, fingers typing, illuminated by its soft glow against the dim indoor light.",
+          "The man begins to walk steadily toward the right, still focused on his phone. His shoulders shift forward as he moves, arms bent at the elbows, hands gripping the device. His muscular frame is partially visible as he exits the frame, the city lights behind him blurring into streaks of distant illumination.",
+          "The figure is completely gone from view. Only the dimly lit room remains—soft shadows cast across the floor, the faint glow of ambient light from the phone fading. Outside, the nighttime cityscape stretches into the distance, blurred lights shimmering like scattered stars beneath a dark sky.",
+          "A silhouette emerges from the left edge of the frame, stepping slowly into view. The man’s shoulder and arm appear first, followed by the outline of his head and torso. He walks with purpose, still holding the smartphone, his posture upright yet relaxed, moving steadily toward the center.",
+          "The man is fully back in frame, standing in the same spot as before. He has short, dark black hair styled neatly with a side part, wears the same white sleeveless tank top with the small logo patch, and holds the smartphone in both hands. His athletic build is clear, no accessories visible, face softly lit by the screen’s glow, stationary and composed."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the white tank top maintain the same hairstyle (short black hair) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the color of the logo on the man's tank top?",
+          "options": [
+            "A. Blue",
+            "B. Red",
+            "C. Black",
+            "D. Purple"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man consistently holding the smartphone in his hands throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What action does the man perform after looking up from his phone?",
+          "options": [
+            "A. Looks to his left",
+            "B. Looks to his right",
+            "C. Looks straight ahead",
+            "D. Looks down"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression change from focused on the phone to a more neutral or contemplative look when he looks up?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single adult male, appearing to be in his late twenties or early thirties, stands in the foreground of the frame, facing slightly to the left. He has short, dark black hair styled neatly with a side part. His build is athletic and muscular, particularly noticeable in his arms and shoulders. He wears a plain white sleeveless tank top made of a lightweight cotton-like fabric, featuring a small rectangular logo patch on the upper left chest area. He holds a smartphone in both hands, fingers actively typing or swiping. No visible accessories such as glasses, jewelry, or hats are present. The man’s posture is upright but relaxed, with his head tilted downward toward the phone screen. He is positioned near a large window that reveals a nighttime cityscape with blurred lights from distant buildings. The indoor lighting is dim, casting soft shadows, while the glow from the phone illuminates his face subtly.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_716ae4bb7a980adf9dd6fcecb4dab499"
+  },
+  {
+    "instance_id": "mem_openhumanvid_32622cd22ad48d22d03b983365a1537f",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/32622cd22ad48d22d03b983365a1537f.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Two men stand side by side in a dimly lit traditional Chinese courtyard, their formal attire glowing softly under ambient light. The younger man wears a pale beige tunic with embroidered brown shoulder panels, a white inner collar, and a black pointed hat adorned with a small green circular ornament. He has short dark hair, a trimmed beard, and a faint smile. Beside him, the older man dons a dark ornate robe with silver-blue embroidery, a matching black hat with gold detailing and a green gem, and a full gray beard.",
+          "The younger man begins to turn left, stepping forward with measured grace. His tunic sways slightly as he moves toward a shadowed corner of the courtyard. His face remains partially visible, the green ornament on his hat catching a glimmer of light as he edges out of frame.",
+          "The corner is now empty. Only the wooden lattice doors and weathered stone walls remain, bathed in soft shadows. A faint breeze stirs the air, rustling the edges of a hanging silk banner. The quiet stillness emphasizes the absence of movement, leaving only the echo of footsteps.",
+          "From the same corner, a figure reappears—slowly rounding the bend. The edge of a pale beige tunic emerges first, followed by the silhouette of a black pointed hat with a green ornament. The man steps forward cautiously, his presence returning like a memory recalled.",
+          "The younger man stands fully in frame once more, identical to before. His pale beige tunic, embroidered shoulders, white collar, and black hat with green ornament are unchanged. His short dark hair, trimmed beard, and slight smile match exactly. He faces slightly right, motionless, as if time itself had paused."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When Man 1 turns his back to the camera, does he still have the same short dark beard visible?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main robe worn by Man 1?",
+          "options": [
+            "A. Black",
+            "B. Beige",
+            "C. Red",
+            "D. Silver"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "After turning around, does Man 1's black pointed hat with green ornament remain in the same position on his head?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary pattern on Man 2's robe?",
+          "options": [
+            "A. Floral",
+            "B. Geometric",
+            "C. Animal",
+            "D. Abstract"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the intricate silver and white pattern on Man 2's robe consistent before and after he turns his head slightly to the left?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two adult males, both appearing to be in their 30s to 50s, standing side by side in a dimly lit indoor setting resembling a traditional Chinese courtyard or official residence. The man on the left wears a pale beige tunic with embroidered brown shoulder panels and a white inner collar, paired with a black, pointed hat adorned with a small green circular ornament. He has short dark hair, a trimmed beard, and a slight smile, facing slightly right. The man on the right is older, with a full gray beard, wearing a dark, ornate robe with silver-blue embroidered patterns and a similar black hat with gold detailing and a green gem. Both wear formal attire suggesting historical or official roles. They stand in front of wooden doors with lattice windows, under low ambient lighting that casts soft shadows, enhancing the period atmosphere.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_32622cd22ad48d22d03b983365a1537f"
+  },
+  {
+    "instance_id": "mem_openhumanvid_9027b4e5a55cba1d62077dcf90a4cf13",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/9027b4e5a55cba1d62077dcf90a4cf13.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young man in his late twenties stands centered, arms raised high with fingers pointed upward. He wears a black long-sleeved button-up shirt with red and black striped trim at the collar and cuffs, a silver chain necklace, and ear piercings in both ears. His short dark hair is neatly styled with a slight fade. Eyes closed, mouth slightly open, he appears emotionally expressive. Behind him, a yellow sports car glows softly in a dimly lit garage, overhead lights casting gentle shadows.",
+          "The man begins to walk steadily toward the right side of the frame, arms lowering slowly. His silhouette remains clear as he moves, the red-trimmed cuffs of his shirt catching light. The yellow car stays in focus behind him, while his form gradually shifts out of view, leaving only the edge of his shoulder visible before vanishing.",
+          "The frame now holds only the dimly lit garage space. The yellow sports car dominates the foreground, its sleek curves illuminated by soft overhead lighting. In the blurred background, a red vehicle and structural beams are faintly visible. The air feels still, quiet, with no trace of movement or presence.",
+          "From the left edge of the frame, a figure begins to re-enter. A sliver of black fabric with red and black trim appears first—then the curve of an arm, the gleam of a silver chain. The man’s dark hair and ear piercings come into view as he steps forward, moving steadily into the scene.",
+          "The man is fully back in frame, standing upright with arms raised again, fingers pointed upward. He wears the same black long-sleeved shirt with red and black striped trim, silver chain necklace, and ear piercings. His short dark hair is neatly styled with a slight fade. Eyes closed, mouth slightly open, he remains motionless, centered before the yellow sports car in the dim garage."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hairstyle change from the beginning of the video to after he turns around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the man's shirt?",
+          "options": [
+            "A. Red",
+            "B. Black",
+            "C. White",
+            "D. Blue"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the silver chain necklace visible both when the man is facing the camera and when he turns his back?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What item does the man hold in his right hand after turning around?",
+          "options": [
+            "A. A phone",
+            "B. A wallet",
+            "C. A gold-colored handgun",
+            "D. A bottle"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's beaded bracelet remain visible on his left wrist throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "One young adult male, appearing to be in his late twenties, is centered in the frame, standing upright with arms raised above his head, fingers pointed upward. He wears a black long-sleeved button-up shirt with red and black striped trim at the collar and cuffs, suggesting a tailored or performance-style garment. A silver chain necklace rests around his neck. His dark hair is short and neatly styled, with a slight fade on the sides. He has a slim build and visible ear piercings in both ears. His eyes are closed, mouth slightly open as if singing or expressing emotion. He stands in front of a yellow sports car, partially visible in the foreground, within a dimly lit indoor space resembling a garage or showroom, with overhead lights casting soft illumination and blurred background elements including another red vehicle and structural beams. The lighting emphasizes his face and upper body while keeping the surroundings shadowed.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_9027b4e5a55cba1d62077dcf90a4cf13"
+  },
+  {
+    "instance_id": "mem_openhumanvid_d460fa610a261721e27d6a7dfab4a4f8",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/d460fa610a261721e27d6a7dfab4a4f8.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late 30s stands in the foreground, wearing a rich red traditional Chinese robe adorned with intricate gold embroidery. He has short black hair, a neatly trimmed beard, and a serious expression. His hands rest at his sides, and he faces another man across a sunlit courtyard framed by wooden lattice windows, red banners, and a glowing lantern above.",
+          "The man in the red robe begins to walk slowly away from the camera, stepping deeper into the courtyard toward the traditional building. His back turns gradually, the gold patterns on his robe catching the light as he moves, his silhouette narrowing against the red banners and wooden architecture.",
+          "The man is no longer visible; only the tranquil courtyard remains. Sunlight dapples across the stone path, red lanterns sway gently in the breeze, and the wooden lattice windows cast delicate shadows. The younger soldier stands motionless in the background, the quiet scene untouched by movement.",
+          "From the far end of the courtyard, a figure emerges—barely visible at first—walking steadily toward the camera. The red robe glimmers faintly in the sunlight as the man steps forward, his form growing clearer through the open space beneath the hanging lantern.",
+          "The man stands fully in frame once again, facing forward in his red traditional robe with golden embroidery. His short black hair, trimmed beard, and serious expression are unchanged. He is exactly as he was before, stationary and composed under the natural daylight, the red banners and lantern framing him perfectly."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man on the left maintain his short dark hair and light stubble throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by the man on the left?",
+          "options": [
+            "A. Blue",
+            "B. Red",
+            "C. Green",
+            "D. White"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man on the right consistently wearing a light-colored suit jacket and a dark tie?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the background soldier's uniform?",
+          "options": [
+            "A. Gray",
+            "B. Red",
+            "C. Black",
+            "D. White"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the background soldier remain stationary and unchanged in appearance throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features three men in a historical setting. Two are in the foreground, facing each other, with the third standing slightly behind and to the side. The man on the left appears to be in his late 30s, with short black hair, a trimmed beard, and a serious expression; he wears a red traditional Chinese garment with intricate gold embroidery. The man on the right, likely in his 40s, has neatly combed dark hair with gray streaks, a mustache, and is dressed in a dark gray suit jacket over a white shirt and black tie. In the background, a younger man in a light gray military uniform with red epaulettes and a matching cap stands at attention. The scene takes place outdoors in front of a traditional Chinese building with wooden lattice windows, red banners, and a red lantern hanging above. Natural daylight illuminates the scene, casting soft shadows.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_d460fa610a261721e27d6a7dfab4a4f8"
+  },
+  {
+    "instance_id": "mem_openhumanvid_cbb114deb7a6845bc2abd724d351bbec",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/cbb114deb7a6845bc2abd724d351bbec.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young woman and man ride bicycles side by side on a rural gravel road under an overcast sky. The woman, on the left, wears a blue-and-white checkered button-up blouse, light-colored pants, and has dark hair in a low ponytail. She grips the handlebars of a silver bicycle with a front basket. The man, on the right, wears a white polo shirt with a blue collar, dark trousers, and carries a black shoulder bag. His short dark hair is neatly styled. Both face forward, slightly angled toward each other, riding through green grass and trees with distant power lines visible.",
+          "The woman begins to glide smoothly to the left, her bicycle rolling steadily off the path’s edge. Her checkered blouse flutters gently as she moves, the silver frame of her bike catching faint light. Only her back and part of her left arm remain visible as she exits the frame, her ponytail swaying with motion.",
+          "The gravel road stretches empty now, flanked by tall grass and leafy trees. Distant power lines cut across the gray sky. The silence settles over the countryside, broken only by wind rustling through foliage. No trace of movement or presence remains—just stillness and open space.",
+          "From the right edge of the frame, the woman reappears, pushing her bicycle slowly into view. Her silhouette emerges first, then the silver frame and front basket come into focus. Her checkered blouse catches the soft light as she enters, one foot stepping onto the pedal.",
+          "The woman is fully back in frame, standing beside her bicycle on the gravel road. She wears the same blue-and-white checkered blouse, light-colored pants, and her dark hair remains in a low ponytail. Her silver bike with the front basket rests beside her, just as before. She stands still, facing forward, the quiet countryside surrounding her."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hair remain tied back in a ponytail throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main pattern on the woman's shirt?",
+          "options": [
+            "A. Red",
+            "B. Blue",
+            "C. White",
+            "D. Green"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman's checkered shirt consistently visible and unchanged during the entire sequence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the woman doing with her hands at the beginning of the video?",
+          "options": [
+            "A. Holding the handlebars",
+            "B. Adjusting her hair",
+            "C. Raising her hand",
+            "D. Pointing ahead"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "After retrieving the item from her basket, does the woman turn back to face the man on the bicycle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two individuals, a young woman and a young man, both appearing to be in their late teens or early twenties, are riding bicycles side by side on a rural gravel road. The woman, positioned on the left, wears a short-sleeved, button-up blouse with a blue-and-white checkered pattern, paired with light-colored pants. Her dark hair is pulled back into a low ponytail. She holds the handlebars of her bicycle, which has a silver frame and a front basket. The man, on the right, wears a white short-sleeved polo shirt with a blue collar and dark trousers, with a black shoulder bag slung across his chest. His dark hair is neatly cut and short. Both face forward, slightly angled toward each other, suggesting interaction. They ride along a narrow, unpaved path flanked by green grass and trees under overcast daylight, with distant power lines visible. Their posture is relaxed, indicating casual movement through a quiet countryside setting.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_cbb114deb7a6845bc2abd724d351bbec"
+  },
+  {
+    "instance_id": "mem_openhumanvid_9fdb149c839d7bc6b941dd95c32f0c3c",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/9fdb149c839d7bc6b941dd95c32f0c3c.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman stands in a dim, cave-like space bathed in cool blue light. She wears a flowing, light-colored silk robe adorned with delicate floral patterns in soft pink, green, and blue hues. Her long black hair is styled in an intricate updo with red accents, and a small red mark graces her forehead. She holds a dark, ornate staff with curved elements and rings, her expression urgent, mouth slightly parted.",
+          "The woman begins to walk steadily toward the right side of the frame, her robe swaying gently with each step. The staff moves rhythmically beside her as she exits, her form gradually narrowing into the edge of view. The shadows deepen behind her, and only the lower half of her body remains visible as she slips out of sight.",
+          "The cave remains still and quiet, its rocky textures illuminated by faint bluish light. Cracks in the stone walls reflect subtle glimmers, and dust floats lazily in the air. The atmosphere is heavy with silence, the emptiness emphasizing the absence of movement or presence—only the cold, mystical environment remains.",
+          "From the left edge of the frame, the woman re-emerges, stepping slowly back into view. Her robe’s floral patterns catch the dim light as she enters, one foot forward. The tip of her ornate staff appears first, followed by her waist and then her face, still marked with urgency, her gaze fixed ahead.",
+          "The woman stands fully within the frame, her appearance unchanged—light silk robe with soft floral designs, elaborate black hair adorned with red accents, red mark on her forehead, and the dark, curved staff held firmly in hand. She is stationary, her expression tense yet resolute, exactly as before, rooted in the mysterious cave under the same cool, blue glow."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hairstyle remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the decorative hairpin in the woman's updo?",
+          "options": [
+            "A. Red",
+            "B. Gold",
+            "C. Silver",
+            "D. Black"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the red marking on the woman's forehead visible in every frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What pattern is visible on the woman's robe?",
+          "options": [
+            "A. Floral",
+            "B. Striped",
+            "C. Geometric",
+            "D. Solid"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the ornate staff next to the woman change its appearance or position during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, a woman and a man, both appearing to be in their late twenties to early thirties. The woman, positioned on the left, wears a flowing, light-colored robe with floral patterns in soft hues of pink, green, and blue, likely made of silk or a similar lightweight fabric; her attire suggests traditional East Asian clothing. Her long black hair is styled in an elaborate updo with decorative red accents, and she has a small red mark on her forehead. She holds a large, dark ornate weapon resembling a staff or spear with curved elements and rings, suggesting martial significance. Her expression is one of urgency or concern, mouth slightly open. The man, on the right and slightly blurred, wears a plain white robe with a V-neckline, his long black hair tied back loosely. He appears calm and focused, facing forward. They stand in a dimly lit cave-like setting with rocky textures in the background, illuminated by cool, bluish lighting that casts shadows, creating a mystical atmosphere.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_9fdb149c839d7bc6b941dd95c32f0c3c"
+  },
+  {
+    "instance_id": "mem_openhumanvid_f597a56a57ac95f74397e8faf9b0d8ad",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/f597a56a57ac95f74397e8faf9b0d8ad.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A middle-aged man sits upright at a polished dark wooden desk, wearing a light gray pinstriped suit jacket over a crisp white dress shirt with cuffed sleeves and a dark blue diamond-patterned tie. His clean, well-kept hands hold a folded sheet of paper with handwritten Chinese characters. A red-inked envelope rests before him, and a brass telegraph machine glints in the foreground under soft, diffused lighting.",
+          "The man rises slowly from his chair, straightening his jacket as he turns away from the desk. He walks steadily deeper into the room, moving toward the far background where dark wood paneling recedes into shadow. Only his back and shoulders remain visible as he fades from view.",
+          "The desk remains untouched, the folded paper still held in place by his absence. The red-inked envelope lies open beside the brass telegraph machine, its coiled wire catching faint light. Soft shadows stretch across the polished wood floor, and the quiet study feels suspended in time.",
+          "From the far background, a figure emerges—slowly stepping forward through the dim corridor. The silhouette grows clearer, revealing the familiar shape of a man in a light gray pinstriped jacket. He advances steadily, his posture upright, approaching the desk once more.",
+          "The man stands fully in frame, seated again at the desk, identical to before. He wears the same light gray pinstriped suit jacket, white dress shirt with cuffed sleeves, and dark blue diamond-patterned tie. His hands rest on the folded paper, the red-inked envelope beside it, under the same soft, diffused light—motionless, composed, and unchanged."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hairstyle (short dark hair) remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of eyewear does the man wear?",
+          "options": [
+            "A. Sunglasses",
+            "B. Round-rimmed glasses",
+            "C. Rectangular-rimmed glasses",
+            "D. No glasses"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing the same patterned blue tie throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What color is the vest worn by the man?",
+          "options": [
+            "A. Dark gray",
+            "B. Light blue",
+            "C. White",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "When the second person enters the frame from the right, does the seated man remain in the same position and continue reading?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "One person is visible in the frame, appearing to be a middle-aged man based on hand appearance and attire. He wears a light gray pinstriped suit jacket over a white dress shirt with cuffed sleeves, paired with a dark blue patterned tie featuring diamond motifs. His hands are holding a folded sheet of paper with handwritten Chinese characters, while another envelope with red ink calligraphy lies on the dark wooden desk before him. A brass telegraph machine with a lever and coiled wire is partially visible in the foreground, suggesting a historical or early 20th-century setting. The man’s posture is upright and engaged, leaning slightly forward as he examines the document. His hair is not visible, but his hands appear clean and well-kept, with no visible jewelry. He is seated at a polished wooden desk against a backdrop of dark wood paneling, under soft, diffused lighting that casts gentle shadows, indicating an indoor office or study environment.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_f597a56a57ac95f74397e8faf9b0d8ad"
+  },
+  {
+    "instance_id": "mem_openhumanvid_dc4111517e93f5decf53e2268b80febf",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/dc4111517e93f5decf53e2268b80febf.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "In a dimly lit corridor, an older man with thinning black hair combed back and prominent facial lines stands facing right. He wears oval-rimmed glasses, a dark suit jacket over a crisp white shirt. Beside him, a younger man in his late 20s, with tousled black hair and sharp features, dons a navy suit, white shirt, and dark purple tie. Fluorescent lights hum overhead, casting soft shadows along the hallway.",
+          "The younger man begins to move forward, stepping toward the staircase at the end of the corridor. His posture remains rigid, eyes focused ahead. As he ascends, only his shoulders and head remain visible against the green exit sign glowing above the railing.",
+          "The staircase is now empty. The dim corridor stretches into silence, illuminated by flickering fluorescent lights. Closed doors line the walls, and the green exit sign glows faintly above the stairwell. Shadows pool beneath the railings, and no movement disturbs the stillness.",
+          "A figure descends from the top of the frame, emerging slowly into view. The lower half of a navy suit appears first, followed by the crisp white shirt and dark purple tie. The man’s tousled black hair comes into focus as he steps down, his expression serious and intent.",
+          "The younger man is fully back in frame, standing in the same position as before. His short, tousled black hair, sharp facial features, and navy suit with white shirt and dark purple tie are identical to earlier. He stands still, gaze steady, under the dim glow of the fluorescent lights."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the older man maintain his slicked-back hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of glasses does the older man wear?",
+          "options": [
+            "A. Thick black frames",
+            "B. Thin wire-rimmed frames",
+            "C. No glasses",
+            "D. Sunglasses"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the younger man wearing a purple tie throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the older man's suit jacket?",
+          "options": [
+            "A. Black",
+            "B. Light gray",
+            "C. Dark blue",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the younger man's expression change from serious to smiling at any point in the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two men in a dimly lit indoor corridor. The man on the left is older, approximately 50–60 years old, with a fair complexion, thinning black hair combed back, and prominent facial lines. He wears thin-rimmed oval glasses, a dark suit jacket over a white dress shirt, and appears to be mid-speech. His posture is slightly forward-leaning, facing toward the right of the frame. The younger man on the right, likely in his late 20s or early 30s, has short, tousled black hair, sharp facial features, and a serious expression. He wears a dark navy suit, a crisp white shirt, and a dark purple tie. Both are dressed formally, suggesting a professional setting. The background reveals fluorescent lighting, a green exit sign, and closed doors along a hallway, indicating an office or institutional building. The lighting casts soft shadows, enhancing the tense atmosphere.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_dc4111517e93f5decf53e2268b80febf"
+  },
+  {
+    "instance_id": "mem_openhumanvid_cb075441021eecd283ffe5af68c16a8b",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/cb075441021eecd283ffe5af68c16a8b.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Two young men stand side by side in a dimly lit bedroom bathed in soft blue light. The one on the left wears a light beige long-sleeve shirt, holding a large plush rabbit with gray ears and a red-and-white striped body close to his chest. He has short, dark, neatly styled hair and a slightly surprised expression. The man on the right wears a white t-shirt under a gray zip-up hoodie, with bangs falling over his forehead and a neutral gaze. Behind them, a wooden bookshelf lines the wall, books and trinkets scattered across its shelves, while a bunk bed peeks from the left.",
+          "The man on the left begins to step forward, moving slowly toward the right side of the frame. His hands tighten around the plush rabbit as he shifts weight, his body partially obscured by a tall wooden pillar rising from the floor. His face remains visible, eyes wide, as he moves behind the structure, the blue glow catching the edge of his sleeve.",
+          "The pillar now fully blocks the view. Only the quiet bedroom remains—soft blue lighting casting gentle shadows across the bookshelf, the bunk bed’s upper level faintly visible, and the plush rabbit no longer in sight. The air feels still, the room unchanged except for the absence of movement.",
+          "A figure emerges from behind the pillar on the far right. The man on the left reappears, stepping into frame with cautious motion. His beige shirt and the plush rabbit are just visible, the red-and-white stripes peeking out as he edges forward. His dark hair is still neat, his expression lingering in surprise.",
+          "The man stands fully in frame again, identical to before. He wears the same light beige long-sleeve shirt, clutching the gray-eared, red-and-white striped plush rabbit near his chest. His short, dark hair is perfectly styled, and his startled expression remains unchanged. The man on the right stands beside him, calm in his white t-shirt and gray hoodie, both facing forward in the softly lit room."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the person on the left have dark hair throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by the person on the left?",
+          "options": [
+            "A. Blue",
+            "B. White",
+            "C. Beige",
+            "D. Green"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the plush toy held by the person on the left consistently visible in the same orientation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary object being held by the person on the left?",
+          "options": [
+            "A. A book",
+            "B. A stuffed animal",
+            "C. A bag",
+            "D. A phone"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the person on the right remain completely still throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two young men, appearing to be in their late teens or early twenties, are positioned side by side in a dimly lit bedroom. The individual on the left wears a light beige long-sleeve shirt and holds a large, plush rabbit toy with gray ears and a red-and-white striped body; his hands are clasped around it near his chest. He has short, dark hair styled neatly, with a slightly surprised or startled expression. The person on the right is dressed in a white t-shirt layered under a gray zip-up hoodie, his posture relaxed but attentive. He has short, dark hair with bangs falling over his forehead and a neutral expression. Both face forward, toward the camera. Behind them, a wooden bookshelf filled with books and small items lines the wall, along with a bunk bed partially visible on the left. The room is illuminated by soft blue ambient lighting, suggesting nighttime or low-light conditions.",
+      "exit_plan": {
+        "exit": "steps behind a large foreground object (pillar, wall, or vehicle) blocking the view entirely",
+        "return": "emerges from the other side of the occluding object"
+      }
+    },
+    "task_id": "mem_openhumanvid_cb075441021eecd283ffe5af68c16a8b"
+  },
+  {
+    "instance_id": "mem_openhumanvid_0f361e624377b3b14611e82a695bc9c5",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/0f361e624377b3b14611e82a695bc9c5.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young adult male with shoulder-length dark hair styled in neat side-swept bangs stands in a sterile hospital hallway, wearing thin-framed rectangular glasses. He is dressed in a crisp white lab coat over a light blue pinstriped dress shirt and a dark purple striped tie. His slender frame faces slightly left, engaged in a serious conversation with another person whose back is turned.",
+          "The man begins to turn toward the right, stepping forward with measured purpose. His lab coat sways gently as he moves, his glasses catching the fluorescent light. Only half of his body remains visible as he starts to disappear around the corner, leaving the second figure still facing him.",
+          "The corridor is now empty—white walls stretch into the distance under cool overhead lighting. A red emergency light glows faintly at the far end. The polished floor reflects the sterile glow, and the silence echoes through the quiet medical hallway, untouched by movement or sound.",
+          "From the same corner, a figure begins to emerge—first just the edge of a white lab coat, then the silhouette of a slender build. Dark hair and the gleam of glasses become visible as the man rounds the bend, re-entering the frame slowly, his posture composed and deliberate.",
+          "The man stands fully in view once more, his appearance identical to before: shoulder-length dark hair, side-swept bangs, thin-framed glasses, white lab coat over a light blue pinstriped shirt and dark purple striped tie. He is stationary, facing slightly left, completing the return with precise symmetry to his original position."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hairstyle change at any point during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the tie worn by the man?",
+          "options": [
+            "A. Blue",
+            "B. Purple",
+            "C. Red",
+            "D. Silver"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing glasses throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the man's outer garment?",
+          "options": [
+            "A. Black",
+            "B. White",
+            "C. Gray",
+            "D. Purple"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression change from serious to smiling during the conversation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, one fully visible and the other partially seen from behind. The visible person appears to be a young adult male, approximately 25–35 years old, with dark, shoulder-length hair styled neatly with side-swept bangs. He wears thin-framed rectangular glasses and has a slender build. His attire includes a white lab coat over a light blue pinstriped dress shirt paired with a dark purple striped tie. He stands facing slightly left, engaging in what seems to be a serious conversation with the second individual, whose back is turned to the camera; this person also wears a white lab coat and has medium-length brown hair. The setting is an indoor hospital or medical facility hallway, characterized by fluorescent lighting, white walls, and a distant red emergency light. The lighting is cool and clinical, emphasizing the professional atmosphere.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_0f361e624377b3b14611e82a695bc9c5"
+  },
+  {
+    "instance_id": "mem_openhumanvid_ee552259aaacc00e95f7249dab418047",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/ee552259aaacc00e95f7249dab418047.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A single figure stands in the foreground, arm extended toward a wet stone ledge. They wear a dark formal sleeve with a rich brown cuff, paired with a pristine white glove made of smooth cotton or linen, fitting snugly over the hand. No face or body is visible—only the poised arm and glove. Behind, blurred figures in earth-toned military uniforms stand against aged stonework under dim, overcast light.",
+          "The figure slowly turns their arm inward, retracting from the puddle’s edge. Their movement is deliberate, almost ceremonial, as they begin to pivot away from the camera. The white glove remains sharply defined against the damp cobblestones, while the dark sleeve glides forward into shadow, heading toward a narrow stone corner.",
+          "The person vanishes entirely behind the curved wall, leaving only the rain-slicked ground and ancient stonework in view. Distant figures remain motionless in the background, their uniforms blending into the muted tones of the fortress-like setting. The air feels still, heavy with quiet anticipation.",
+          "From the same corner, a silhouette re-emerges—first the edge of a dark sleeve, then the crisp white glove appearing at the frame’s edge. The hand moves cautiously forward, fingers slightly curled, as if resuming a ritual. The figure steps back into the scene, slow and measured, returning along the same path.",
+          "The person is now fully visible again, standing exactly as before. The dark formal sleeve with its brown cuff rests naturally, and the pristine white glove covers the hand completely, unblemished and perfectly fitted. No other features are seen—just the arm, poised above the puddle, as if time had not passed."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's short dark hair remain visible throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the color of the gloves worn by the man?",
+          "options": [
+            "A. Black",
+            "B. White",
+            "C. Gray",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the red mark on the man's glove visible both in the close-up shot and when his face is shown?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What insignia is visible on the man's epaulets?",
+          "options": [
+            "A. Three stars",
+            "B. Three circles",
+            "C. Three triangles",
+            "D. Three lines"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man maintain a serious facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single person is visible in the foreground, their arm extended toward a wet stone ledge. The individual wears a dark, possibly black, formal sleeve with a brown cuff, paired with a pristine white glove that covers the hand completely. The glove appears made of smooth fabric, likely cotton or linen, and is neatly fitted. No other part of the body or face is visible, so age, gender, hair, or build cannot be determined. The hand is positioned just above a shallow puddle along the edge of a rough-hewn stone wall, suggesting deliberate motion or inspection. In the blurred background, several indistinct figures stand in what appears to be a historical or military setting, wearing period-style uniforms with earthy tones and armor-like elements. The environment is dimly lit, likely overcast or shaded, with damp cobblestone ground and aged stonework indicating an outdoor urban or fortress-like location. The person’s posture implies cautious or ceremonial movement, facing slightly away from the camera toward the wall.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_ee552259aaacc00e95f7249dab418047"
+  },
+  {
+    "instance_id": "mem_openhumanvid_838dce5a9033de45ff32c1ac749a1abb",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/838dce5a9033de45ff32c1ac749a1abb.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man with a full beard and dark, wavy hair styled upward stands in a warmly lit hallway, wearing a brown zip-up sweater with gray trim over a collared shirt and suspenders. His serious expression is framed by the cream-colored walls and arched doorways behind him, while another man in a navy double-breasted uniform holds a tray of pastries nearby.",
+          "The bearded man begins to turn left, stepping forward with purpose toward a corner in the hallway. His body angles away from the camera as he moves, the suspenders shifting slightly with his motion, his face still visible but partially obscured by the curve of the wall ahead.",
+          "The corner now blocks all view of the man; only the cream-colored walls, wooden doors, and blurred figures in the background remain. Warm light spills across the polished floor, and the distant murmur of voices echoes through the quiet corridor.",
+          "From the same corner, the man re-emerges, slowly stepping back into frame. His shoulder and part of his face come into view first, the brown sweater and gray trim catching the light as he rounds the bend, his steady gaze fixed forward.",
+          "The man stands fully in frame once more, his full beard and dark, wavy hair neatly styled, wearing the same brown zip-up sweater with gray trim, collared shirt, and suspenders. He is stationary, facing the camera with a serious expression, exactly as before."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the brown sweater maintain his beard throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the uniform jacket worn by the man on the right?",
+          "options": [
+            "A. Red",
+            "B. Navy blue",
+            "C. Black",
+            "D. Gray"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man in the navy uniform consistently wearing a black tie?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How many gold stripes are visible on the sleeve of the man's uniform jacket?",
+          "options": [
+            "A. One",
+            "B. Two",
+            "C. Three",
+            "D. Four"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man in the brown sweater cross his arms at any point during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two men in the foreground, both appearing to be in their late 30s to early 50s. The man on the left has a full beard and dark, wavy hair styled upward; he wears a brown zip-up sweater with gray trim over a collared shirt and suspenders. He stands slightly angled toward the camera with a serious expression. The man on the right has short, dark hair and a rounder face; he is dressed in a dark navy double-breasted uniform jacket with gold buttons and a black tie, suggesting a formal or maritime role. He holds a tray topped with a silver finial and covered in small pastries. Both men are standing in an indoor hallway with cream-colored walls, arched doorways, and wooden doors in the background. Several other people are visible behind them, blurred, indicating a crowded space. The lighting is warm and diffused, typical of interior scenes.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_838dce5a9033de45ff32c1ac749a1abb"
+  },
+  {
+    "instance_id": "mem_openhumanvid_289e5f62cfea15b7b49bf9cbc90c223d",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/289e5f62cfea15b7b49bf9cbc90c223d.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Two men stand in a minimalist indoor space, softly lit. The man on the left has short, curly dark hair and a full beard, wearing a light gray zip-up jacket over a black and white layered shirt. He faces forward, head turned right. The man on the right has neatly styled medium-length dark hair, a dark gray suit jacket, an unbuttoned white dress shirt, and a thin black choker necklace. They are engaged in quiet conversation.",
+          "The man on the left begins to turn slowly toward the right, stepping away from his companion. His body shifts sideways as he walks toward a corner near the modern metal staircase railing. Only his back and left profile remain visible as he moves out of the frame’s center.",
+          "The corner is now empty. The minimalist interior remains unchanged—light-colored walls, a framed abstract painting, and the sleek metal railing of the staircase. Soft ambient light fills the space. No movement or presence is detectable; the scene is still and quiet.",
+          "A figure emerges from behind the same corner, reappearing gradually into view. The man on the left steps forward, only partially visible—his shoulder and side of his face entering the frame first. His posture suggests he is returning deliberately, moving with calm intent.",
+          "The man is fully back in frame, standing in the same position as before. His short, curly dark hair and full beard are unchanged. He wears the light gray zip-up jacket over the black and white layered shirt. His body faces forward, head turned right, just as in the beginning. He stands still, the scene restored exactly as it was."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does Man 1 (left) maintain his full beard throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by Man 2 (right)?",
+          "options": [
+            "A. Black",
+            "B. White",
+            "C. Blue",
+            "D. Green"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the black choker-style necklace visible on Man 2 (right) throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of jacket is Man 1 (left) wearing?",
+          "options": [
+            "A. Leather",
+            "B. Zip-up",
+            "C. Button-up",
+            "D. Hoodie"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Do both men maintain their respective positions (Man 1 on the left, Man 2 on the right) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two men are present in the frame, both appearing to be in their late twenties to early thirties. The man on the left has short, curly dark hair and a full beard, wearing a light gray zip-up jacket over a black and white layered shirt. He stands slightly angled toward the other man, with his body facing forward but head turned right. The man on the right has medium-length dark hair styled neatly, wearing a dark gray suit jacket over an unbuttoned white dress shirt with a thin black choker necklace. He is standing upright, facing left toward the first man. Both appear engaged in conversation. Behind them, a minimalist interior features a framed abstract painting on a light-colored wall and a modern metal staircase railing to the right. Lighting is soft and even, suggesting indoor ambient illumination. No visible accessories or props are held by either individual.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_289e5f62cfea15b7b49bf9cbc90c223d"
+  },
+  {
+    "instance_id": "mem_openhumanvid_f0faae2b9b81ee428aa8583ba550f92c",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/f0faae2b9b81ee428aa8583ba550f92c.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young male in his late teens to early twenties stands on the right side of the frame, clad in elaborate black armor adorned with intricate silver embroidery and layered textures reminiscent of ancient Chinese fantasy. His high-collared outfit features detailed shoulder pieces, dark gloves, and a sleek cascade of long black hair secured by a small decorative hairpin. A red triangular mark glows faintly on his forehead as he raises one hand, palm open, channeling unseen energy. Dramatic lighting highlights his commanding presence against a swirling backdrop of dark clouds, fiery embers, and abstract mystical patterns.",
+          "The figure begins to ascend a glowing stone staircase that emerges from the shadows, stepping upward with deliberate grace. His silhouette grows smaller as he moves toward the upper edge of the frame, one hand still raised, energy flickering around his palm. Only the lower half of his armored form remains visible, vanishing gradually into the misty heights above.",
+          "The staircase fades into the ethereal void, leaving only the dark, swirling sky filled with crimson flames and floating geometric symbols. Swirling clouds pulse with faint light, and distant embers drift like stars. The scene is still and silent, devoid of any human presence, yet charged with latent power.",
+          "From the top of the frame, a shadow descends slowly—first the gleaming silver shoulder piece, then the curve of the high collar. The figure’s long black hair flows down as he steps back into view, one gloved hand still raised, palm open. The red mark on his forehead pulses softly as he nears the center of the frame.",
+          "The young man is fully back in frame, standing tall and poised on the right side, identical to before. His black armor with silver embroidery, high collar, and detailed shoulder pieces are perfectly intact. His long black hair falls past his shoulders, held by the delicate hairpin, and the red triangular mark glows steadily on his forehead. He stands still, hand raised, facing slightly forward, as the mystical background swirls behind him."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Do the two male characters with elaborate costumes and headpieces remain in the frame throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the face markings on the male characters?",
+          "options": [
+            "A. Red",
+            "B. Gold",
+            "C. Blue",
+            "D. Black"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the ornate headpieces worn by the male characters consistent in design (horns/antlers) across different shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of weapons or props are the male characters holding?",
+          "options": [
+            "A. Swords",
+            "B. Staffs",
+            "C. Axes",
+            "D. No visible weapons"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the costume style of the male characters change from one shot to another within the first 6 seconds?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "One person, a young male in his late teens to early twenties, stands prominently on the right side of the frame. He wears an elaborate black outfit with intricate silver embroidery and layered textures, resembling traditional fantasy or ancient Chinese armor, featuring high collars and detailed shoulder pieces. His long, straight black hair is styled sleekly, falling past his shoulders, with a small decorative hairpin visible at the crown. A red triangular mark adorns his forehead. He wears dark gloves and holds one hand raised upward, palm open, as if channeling energy. His posture is upright and commanding, facing slightly toward the camera. The background is a dark, ethereal scene with swirling clouds, fiery elements, and abstract patterns, suggesting a mystical or otherworldly setting. Lighting focuses on him, casting dramatic shadows and highlighting his features against the moody, fantastical backdrop.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_f0faae2b9b81ee428aa8583ba550f92c"
+  },
+  {
+    "instance_id": "mem_openhumanvid_7dbe82b3856152fb0c0ee99ef4082b0a",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/7dbe82b3856152fb0c0ee99ef4082b0a.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Two young East Asian men stand side by side in a softly lit room with wooden paneling and pale yellow striped wallpaper. Both wear matching gray open-front jackets over cream-colored traditional shirts with buttoned collars. The man on the left has short, neatly side-parted black hair; the one on the right has slightly longer, tousled wavy hair. Neither wears accessories. Their expressions are calm and neutral, framed by a geometric-patterned glass window to the left.",
+          "The man on the right begins to walk slowly backward into the depth of the room, his figure receding toward the far wall. His jacket sways gently with each step, and his tousled hair catches the soft daylight as he moves deeper into the background, still partially visible against the warm wooden panels.",
+          "The room is now empty—no trace of either man remains. Only the quiet stillness lingers. The wooden paneling, striped wallpaper, and geometric window frame remain unchanged under the diffused natural light. A faint shadow stretches across the floor where they once stood, but no movement disturbs the scene.",
+          "From the far end of the room, a figure emerges—first just the edge of a gray jacket, then the silhouette of the man with wavy dark hair. He walks steadily forward, his steps measured and deliberate. As he nears, the cream shirt beneath the jacket becomes visible, and the soft light glints off his tousled locks.",
+          "The man stands fully in frame, centered and still. He wears the same gray open-front jacket over the cream traditional shirt, his wavy dark hair tousled as before. No accessories adorn him. His expression is calm, matching his earlier appearance exactly. The room remains unchanged, bathed in soft daylight."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man on the right maintain the same facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the jacket worn by the man on the right?",
+          "options": [
+            "A. Dark Blue",
+            "B. Light Green",
+            "C. Grey",
+            "D. Beige"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man on the right's curly hair style consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the man on the right turn his head during the video?",
+          "options": [
+            "A. Always facing forward",
+            "B. Turns left, then right, then up",
+            "C. Stays still",
+            "D. Only turns right"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man on the right's facial features (eyes, nose, mouth) change between frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two young East Asian men, both appearing to be in their late teens or early twenties. They are dressed in matching gray, open-front jackets over cream-colored traditional-style shirts with buttoned collars and front closures; the fabric appears lightweight and possibly cotton or linen. Neither man wears any visible accessories such as glasses, jewelry, or hats. The man on the left has short, dark black hair styled neatly with a side part, while the man on the right has slightly longer, wavy dark hair that is tousled. Both have slim builds and neutral complexions. The man on the left stands slightly turned toward the center, looking off-frame to his right with a calm expression, while the man on the right faces forward with an open mouth, suggesting surprise or exclamation. They stand indoors against a backdrop of wooden paneling and pale yellow wallpaper with vertical stripes and subtle patterns. A geometric-patterned glass window with brown framing is visible on the left. The lighting is soft and even, likely natural daylight diffused through windows.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_7dbe82b3856152fb0c0ee99ef4082b0a"
+  },
+  {
+    "instance_id": "mem_openhumanvid_3763e43f45788c935229311ad8a966e1",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/3763e43f45788c935229311ad8a966e1.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman stands in the foreground, framed by soft pink cherry blossoms. She wears a flowing silk qipao in deep crimson with golden embroidery, her long black hair styled in an elegant updo adorned with a delicate jade hairpin. She holds a folded paper fan in one hand, its surface painted with lotus flowers. The ambient glow highlights her poised stillness beneath the classical columns.",
+          "She begins to walk away from the camera, stepping gracefully toward the illuminated doorway in the background. Her qipao sways gently with each step, the fan held loosely at her side. The blossoms frame her silhouette as she moves deeper into the scene, her figure gradually receding into the warm light of the building’s entrance.",
+          "The doorway glows softly, casting a golden hue across the stone steps and columns. Cherry blossoms sway slightly in the night breeze, their petals drifting down like whispers. The wall sconces flicker faintly, illuminating the gold Chinese characters above the door. The scene remains still and serene, untouched by human presence.",
+          "From the far background, a figure emerges slowly from the shadowed doorway. She walks forward, her crimson qipao catching the ambient light as she steps into view. The edge of her sleeve brushes past a branch, stirring a few blossoms. Only part of her form is visible—her face still hidden behind the archway’s glow.",
+          "The woman stands fully in frame, centered beneath the blooming branches. Her crimson silk qipao with golden embroidery is pristine, her black hair neatly pinned with the jade hairpin, and the lotus-painted fan rests lightly in her hand. She is still, composed, and exactly as she was before—unchanged, unbroken, present."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Do both men maintain the same relative positions to each other while walking?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What item does one of the men carry in his left hand?",
+          "options": [
+            "A. A hat",
+            "B. A briefcase",
+            "C. A bag",
+            "D. A cane"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the taller man consistently on the left side of the shorter man throughout their walk?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Do both men's clothing details (color and style) remain unchanged as they walk down the street?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "How many distinct items are visible on the taller man?",
+          "options": [
+            "A. One",
+            "B. Two",
+            "C. Three",
+            "D. None"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "There are no people visible in this frame. The image depicts a nighttime scene of an architectural structure with classical columns and a balcony, partially framed by branches of pink cherry blossoms in full bloom. The building features illuminated wall sconces and a central doorway with a lit interior, suggesting a formal or historical setting. Gold Chinese characters are mounted above the entrance, adding cultural context. The lighting is soft and ambient, emanating from fixtures on the walls and ceiling, casting gentle shadows. The foreground is dominated by delicate pink flowers and dark tree branches, creating a contrast between natural beauty and man-made elegance. The environment appears serene and still, with no signs of human presence or movement.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_3763e43f45788c935229311ad8a966e1"
+  },
+  {
+    "instance_id": "mem_openhumanvid_188a2b7be5c301471e43386cd1414865",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/188a2b7be5c301471e43386cd1414865.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A person stands centered in the frame, framed by sheer white curtains fluttering gently in a soft breeze. They wear a tailored navy-blue coat over a cream turtleneck, dark trousers, and polished black boots. Their short, neatly styled ash-blonde hair catches the diffused daylight. A silver wristwatch glints on their left arm as they hold a vintage leather satchel in their right hand.",
+          "The person begins to walk steadily toward the left edge of the frame, their posture upright and deliberate. The satchel swings slightly with each step, and the hem of their coat brushes against the window sill. Half of their body is now out of view, but their movement remains smooth and unhurried.",
+          "The frame is empty. Only the translucent curtains ripple faintly in the breeze, revealing the blurred outlines of scaffolding and stacked green-marked crates beyond the glass. Sunlight filters through the fabric, casting soft shadows across the windowpane. The urban construction site remains still and silent.",
+          "From the right side of the frame, a glimpse of dark trousers and polished boots appears, followed by the edge of the navy-blue coat. The person steps forward slowly, re-emerging into view. The satchel comes into sight, swinging gently as they continue walking inward.",
+          "The person stands fully within the frame, centered once more. Their ash-blonde hair is neatly styled, the navy-blue coat drapes perfectly over the cream turtleneck, and the silver wristwatch gleams under natural light. They hold the vintage leather satchel in their right hand, standing still and composed, exactly as before."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hair remain tied back in a low ponytail throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of earrings does the woman wear?",
+          "options": [
+            "A. Hoop earrings",
+            "B. Stud earrings",
+            "C. Dangle earrings",
+            "D. No earrings"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman's white lace top consistently visible and unchanged in style during the conversation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the woman's facial expression change during the interaction?",
+          "options": [
+            "A. From neutral to serious",
+            "B. From neutral to smiling",
+            "C. From smiling to neutral",
+            "D. From serious to smiling"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman maintain eye contact with the man throughout the entire conversation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "There are no people visible in this frame. The image shows a close-up view through a window partially covered by sheer, light-colored curtains, with the focus on the glass and fabric rather than any individual. The background reveals an out-of-focus construction site or industrial area, including scaffolding, wooden planks, and stacked materials, possibly crates or containers with green markings. The lighting is diffused and natural, suggesting daytime, but no human figures, clothing, accessories, hair, or physical features can be observed. The scene appears static, with no movement or presence of individuals within the frame. The environment suggests an urban or semi-urban setting undergoing development or renovation, though no specific details about people are discernible.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_188a2b7be5c301471e43386cd1414865"
+  },
+  {
+    "instance_id": "mem_openhumanvid_b9485671363cffdfe3542fea69b00efb",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/b9485671363cffdfe3542fea69b00efb.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man and a woman stand in a softly lit institutional room with barred windows. The man, on the left, wears a light blue long-sleeved work shirt, a white lanyard around his neck, and has short black hair. The woman, in the foreground right, dons a dark gray vest over a white collared shirt, her short dark hair neatly styled, face serious as she gazes off-camera.",
+          "The woman begins to turn slowly toward the left, stepping forward with measured purpose. Her vest shifts slightly as she moves, her expression unchanged. She walks past the man, who remains still, and edges out of frame, her silhouette narrowing as she approaches the corner.",
+          "The corner is now empty. The room remains quiet, bathed in natural daylight filtering through the barred windows. The clinical walls, pale floor, and faint shadows linger—no movement, no sound, just the stillness of an unoccupied space.",
+          "From the same corner, a figure emerges—first a glimpse of dark fabric, then the edge of a navy vest. The woman steps back into view, her posture steady, her gaze fixed ahead. Her white collared shirt and short dark hair become clearer as she advances into the frame.",
+          "The woman stands fully within the frame, identical to before—dark gray vest over a crisp white shirt, short dark hair framing her face, expression serious. The light blue-shirted man remains beside her, unchanged. Both are still, their appearances exactly as they were at the start."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hairstyle remain unchanged as she turns to face the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the lanyard worn by the woman?",
+          "options": [
+            "A. Yellow",
+            "B. Orange",
+            "C. Red",
+            "D. Blue"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman's facial expression consistent before and after she turns to face the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of shirt is the woman wearing?",
+          "options": [
+            "A. Sleeveless top",
+            "B. Collared shirt",
+            "C. Tank top",
+            "D. Hoodie"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the lighting on the woman's face change significantly as she turns to face the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The frame features two individuals, a man and a woman, both appearing to be in their late twenties to early thirties. The man, positioned on the left side of the frame, wears a light blue, long-sleeved work shirt with a visible white lanyard or cord around his neck; his attire suggests a uniform. He has short black hair, a neutral expression, and is standing slightly turned away from the camera, facing left. The woman, in the foreground on the right, wears a dark gray or navy vest over a white collared shirt, also resembling a uniform. Her hair is short, dark, and neatly styled, framing her face. She has a serious, contemplative expression, with her gaze directed slightly off-camera. Both appear slim and composed. The setting is an indoor room with barred windows allowing natural daylight, suggesting a clinical or institutional environment such as a hospital or office. The lighting is soft and even, highlighting their faces without harsh shadows.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_b9485671363cffdfe3542fea69b00efb"
+  },
+  {
+    "instance_id": "mem_openhumanvid_14d97466f9aadcf3095d69c243357aca",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/14d97466f9aadcf3095d69c243357aca.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A person sits cross-legged on a patterned rug in a dimly lit room, facing away from the camera. They wear a flowing cream-colored robe with intricate embroidery along the hem and sleeves, layered over bright yellow satin trousers that catch the soft light. A dark blue cuff adorns one wrist, and long, dark braided hair trails down their back, ending in a small tassel. A thin black cord runs vertically along the robe’s spine. The room glows with warm, low lighting, casting gentle shadows around wooden furniture and ceremonial objects like incense sticks and small flags.",
+          "The person slowly rises from the rug, maintaining a composed posture. Their hands lift gently from their lap as they turn slightly to the left, stepping toward a faintly visible staircase ascending into the upper frame. The cream robe sways softly, revealing more of the yellow trousers beneath. Only the lower half remains fully visible as they begin their ascent.",
+          "The staircase is now empty. The dim room holds stillness—only the patterned rug, wooden furnishings, and ceremonial objects remain under the warm glow. Shadows stretch across the floor, and the faint scent of incense lingers in the air. No movement disturbs the quiet space.",
+          "From the top of the frame, a figure begins to descend. The edge of the cream robe appears first, followed by the yellow satin trousers catching the light. The dark blue cuff and braided hair come into view as the person steps down, moving slowly and deliberately. Only the upper portion of their form is visible as they re-enter the scene.",
+          "The person is fully seated again, cross-legged on the patterned rug, facing away from the camera. They wear the same flowing cream robe with embroidered details, layered over bright yellow satin trousers. The dark blue cuff rests at the wrist, and long, dark braided hair ends in a small tassel. The thin black cord runs down the back of the robe. The room remains unchanged, warm and still, as the person sits motionless, perfectly restored."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hair remain tied back in a braid throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the outer robe worn by the man?",
+          "options": [
+            "A. Red",
+            "B. Yellow",
+            "C. Green",
+            "D. Blue"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing a beard and mustache that appear white or gray?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary material or style of the man's headwear (if any)?",
+          "options": [
+            "A. A hat",
+            "B. A headband",
+            "C. A braid secured with a hairpin",
+            "D. None"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's posture remain seated and still throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "One person is seated cross-legged on a patterned rug in a dimly lit indoor space, likely a traditional or ceremonial room. The individual appears to be an adult of indeterminate gender, with a slender build and posture suggesting stillness or meditation. They wear a flowing, cream-colored robe with intricate embroidered patterns along the hem and sleeves, layered over bright yellow satin trousers that reflect light softly. A dark blue cuff or sleeve cover is visible at the wrist, contrasting with the lighter fabric. Their hair is long, dark, and braided tightly down the back, ending in a small tassel. No jewelry or accessories are visible, but a thin black cord runs vertically along the back of the robe. The person faces away from the camera, angled slightly to the left, with their hands resting gently on their lap. The background includes faint outlines of wooden furniture and ceremonial objects, such as incense sticks or small flags, under warm, low lighting that casts soft shadows across the scene.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_14d97466f9aadcf3095d69c243357aca"
+  },
+  {
+    "instance_id": "mem_openhumanvid_41619371dfb3eec067208f1b4d1a17c2",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/41619371dfb3eec067208f1b4d1a17c2.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late 30s to early 40s sits centered at a cluttered desk, angled slightly left. He wears a dark olive-green button-up jacket over a maroon shirt, both matte with visible stitching. His short, tousled black hair frames his face as he focuses downward, holding a red pen in his right hand. A black-strapped wristwatch rests on his left wrist, while papers, books, and office supplies surround him under soft overhead light.",
+          "The man shifts forward, rising from the chair with deliberate motion. He turns toward the upper left of the frame, lifting his legs as he begins ascending an unseen staircase. His back faces the viewer, the red pen still gripped in his hand, partially obscured by the edge of the desk as he moves upward and out of view.",
+          "The desk remains cluttered beneath dim lighting—papers scattered, a gray pen holder standing upright, a small figurine glinting faintly. The beige wall and dark shelving are still visible, shadows stretching across the surface. No movement or presence; only silence and stillness fill the space where the man once sat.",
+          "From the top of the frame, a figure descends slowly into view. The silhouette of a man’s head and shoulders emerges, stepping down the stairs. His dark olive-green jacket and maroon shirt become visible, along with the red pen now lowered in his hand. His posture is focused, moving steadily toward the desk.",
+          "The man stands fully within the frame, seated again at the cluttered desk. He wears the same dark olive-green jacket over a maroon shirt, both matte with visible stitching. His short, tousled black hair falls just above his ears, and the black-strapped wristwatch remains on his left wrist. He holds the red pen poised over the notebook, eyes focused downward, exactly as before."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's short brown hair appear consistently styled throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the jacket worn by the man in the video?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. Brown",
+            "D. Black"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the black wristwatch visible on the man's left wrist in all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of clothing is the man wearing underneath his green jacket?",
+          "options": [
+            "A. White t-shirt",
+            "B. Brown t-shirt",
+            "C. Gray sweater",
+            "D. No shirt"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man maintain the same seated posture throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "One adult male, appearing to be in his late 30s to early 40s, is seated at a cluttered desk in a dimly lit room. He wears a dark olive-green button-up jacket over a maroon shirt, both made of matte fabric with visible stitching. His short, slightly tousled black hair falls just above his ears, and he has a neutral expression with focused eyes directed downward at an open notebook. He holds a red pen in his right hand, poised over the paper, while his left hand rests near the edge of the page. A wristwatch with a black strap is visible on his left wrist. The man sits centered in the frame, angled slightly toward the viewer’s left, with his torso leaning forward in concentration. The desk is strewn with papers, books, a gray cylindrical container holding pens, a small figurine, and various office supplies. Behind him, a muted beige wall and dark shelving are partially visible, illuminated by soft overhead lighting that casts subtle shadows across his face and surroundings.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_41619371dfb3eec067208f1b4d1a17c2"
+  },
+  {
+    "instance_id": "mem_openhumanvid_ddc4ee429021570696b60649686892d3",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/ddc4ee429021570696b60649686892d3.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late twenties stands upright, clad in a richly embroidered red and gold robe with silver trim, layered over a green vest-like garment. His long black hair is tied back with a decorative hairpin, and he faces slightly right, gazing intently at the seated man. The setting is an opulent room with red lacquered walls and white lattice windows, softly lit to highlight intricate textures.",
+          "The man begins to walk steadily toward the left, his movements deliberate and composed. The hem of his ornate robe sways gently as he moves, the silver trim catching the light. His profile remains visible, the green vest and tied-back hair still prominent as he steps partially out of frame.",
+          "The man has fully exited the scene; no part of him is visible. The room remains still—red lacquered walls, white lattice windows, and the low wooden table with fruit untouched. The soft lighting continues to illuminate the detailed architecture and the quiet elegance of the space.",
+          "From the right side of the frame, the man re-enters, emerging slowly. Only his shoulder and part of his robe are visible at first, the red fabric and gold embroidery glinting subtly. His long black hair, secured with the hairpin, drapes slightly over his shoulder as he steps forward.",
+          "The man is now fully back in frame, standing upright and facing slightly right. He wears the same red and gold embroidered robe with silver trim, the green vest-like overlay, and his long black hair tied back with the decorative hairpin. He is stationary, his gaze fixed on the seated man, the scene unchanged from the beginning."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does Man 1 maintain his long dark hair tied back throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the primary robe worn by Man 2?",
+          "options": [
+            "A. Red",
+            "B. Yellow",
+            "C. Green",
+            "D. Blue"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is Man 2's goatee visible in all frames of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of headwear does Man 1 have?",
+          "options": [
+            "A. A crown",
+            "B. A headband",
+            "C. A hairpin",
+            "D. None"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does Man 2's braided hairstyle change during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two men in a traditional Chinese setting. The man on the left, appearing to be in his late twenties, stands upright and wears an ornate red and gold embroidered robe with silver trim and a green vest-like overlay; he has long black hair tied back with a decorative hairpin. He is slender, facing slightly right, and gazes toward the other man. The man on the right, likely in his forties, sits at a low wooden table, dressed in a yellow silk tunic with intricate geometric patterns on the sleeves and a long braid over his shoulder. He sports a thick mustache and beard and holds a tray with fruit, including apples and bananas. Both are positioned indoors against red lacquered walls with white lattice windows. The lighting is soft and even, highlighting the rich textures of their garments and the detailed architecture surrounding them.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_ddc4ee429021570696b60649686892d3"
+  },
+  {
+    "instance_id": "mem_openhumanvid_817969e50ee353b7ce1f00aac13da122",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/817969e50ee353b7ce1f00aac13da122.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late 30s to early 40s sits in the foreground, facing slightly right. He has short, dark brown hair with a neat tapered cut and a light mustache. His expression is serious, brows furrowed, mouth slightly open. He wears a black zip-up jacket with red accents on the collar and inner lining over an unbuttoned light blue collared shirt. No accessories are visible. His elbows rest forward, posture engaged. The background is softly blurred—warm wooden tones, indistinct chairs, ambient lighting casting soft shadows.",
+          "The man shifts his weight, leaning back slightly before pushing himself up from the surface. He turns toward the left side of the frame, stepping forward with purpose. His jacket moves with him, revealing more of the red lining as he begins to walk past a large stone pillar that starts to block his form.",
+          "The pillar now fully obscures the man. Only the warm, softly lit interior remains—wooden paneling, muted café-style seating, and dim overhead lights casting gentle glows. The space feels quiet, still, untouched by motion. No trace of the man is visible; the environment stands alone in calm stillness.",
+          "From behind the pillar’s right edge, a sliver of black jacket appears, followed by the curve of his shoulder. The red accent along the collar peeks into view. His movement is steady, deliberate. He steps further into frame, half-visible now, the light catching the edge of his dark hair and the faint outline of his mustache.",
+          "The man is fully back in frame, seated again in the same position as before. His short dark brown hair, light mustache, and serious expression remain unchanged. He wears the black zip-up jacket with red accents and the unbuttoned light blue shirt. No accessories. Elbows rest forward, posture engaged. The background remains softly blurred, warm and still. He is stationary, exactly as in the beginning."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When the man turns back to face the camera after walking away, does he still have short dark hair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main body of the jacket worn by the man?",
+          "options": [
+            "A. Black",
+            "B. Red",
+            "C. Orange",
+            "D. Blue"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing white earphones both before and after turning around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the color of the sleeves on the man's jacket?",
+          "options": [
+            "A. Red",
+            "B. Black",
+            "C. White",
+            "D. Gray"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression change from serious to smiling when he turns back to face the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single adult male, appearing to be in his late 30s to early 40s, is seated in the foreground of the frame, facing slightly to the right. He has short, dark brown hair with a neat, tapered cut and a light mustache. His facial expression is serious, with furrowed brows and a slightly open mouth as if mid-speech or contemplation. He wears a black zip-up jacket with red accents along the collar and inner lining, over a light blue collared shirt that remains unbuttoned at the top. No visible accessories such as glasses, jewelry, or hats are present. His posture is leaned forward, elbows resting on an unseen surface, suggesting engagement in conversation or deep thought. The background is softly blurred, indicating an indoor setting with warm wooden tones, possibly a café or office lounge, featuring indistinct chairs and ambient lighting that casts soft shadows across his face.",
+      "exit_plan": {
+        "exit": "steps behind a large foreground object (pillar, wall, or vehicle) blocking the view entirely",
+        "return": "emerges from the other side of the occluding object"
+      }
+    },
+    "task_id": "mem_openhumanvid_817969e50ee353b7ce1f00aac13da122"
+  },
+  {
+    "instance_id": "mem_openhumanvid_27dbb2a1fbe651997d8b80c4f8ba1db8",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/27dbb2a1fbe651997d8b80c4f8ba1db8.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman in her late 40s or early 50s sits centered on a couch, her short dark black bob neatly styled with a straight fringe. She wears a vibrant royal blue long-sleeved sweater with wide sleeves, loose cream-colored pants, and a thin black bracelet on her left wrist. Her hands rest gently around a small white cup in her lap. She gazes off-frame with a contemplative expression, framed by two dark gray pillows and one orange floral throw pillow. Behind her, a modern kitchen glows softly under warm evening light.",
+          "The woman slowly shifts her posture, turning her upper body to the right. Her hands lift the white cup slightly as she rises from the couch. Her movement is deliberate and quiet, her blue sweater draping over her arms as she begins to walk toward the corner of the room. Only her back and part of her profile remain visible as she moves out of frame.",
+          "The couch remains empty, the two dark gray pillows and the patterned orange throw pillow undisturbed. The kitchen behind—wooden cabinets, stainless steel appliances, a toaster, paper bags, and stacked containers—is still bathed in soft, warm light. No motion, no sound. The space feels quiet and expectant.",
+          "A figure emerges from the same corner, rounding into view. The woman’s silhouette appears first, then her royal blue sweater, the wide sleeves catching the light. Her short black hair and straight fringe become visible as she steps forward, her hands once again cradling the small white cup. She walks steadily, partially framed by the edge of the couch.",
+          "The woman is now fully in frame, seated once more on the couch in the exact same position. Her short dark black bob, straight fringe, and relaxed posture are unchanged. She wears the vibrant royal blue sweater, cream pants, and the thin black bracelet on her left wrist. Her hands hold the white cup in her lap, and she faces slightly to her right, gazing off-frame with the same contemplative expression. The scene is still, complete, and identical to the beginning."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman in the blue sweater maintain the same hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the woman's pants?",
+          "options": [
+            "A. Blue",
+            "B. White",
+            "C. Black",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the silver bracelet visible on the woman's left wrist both before and after the man sits down?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What item is the woman holding in her hands?",
+          "options": [
+            "A. A book",
+            "B. A phone",
+            "C. A small white cup",
+            "D. A remote control"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's facial expression remain neutral throughout the interaction with the man?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single adult woman, appearing to be in her late 40s or early 50s, sits centered in the frame on a couch. She has short, dark black hair styled in a neat bob with a straight fringe. Her build is slender and she maintains an upright posture with hands gently clasped around a small white cup held in her lap. She wears a vibrant royal blue long-sleeved sweater with a relaxed fit and wide sleeves, paired with loose-fitting cream-colored pants. No visible jewelry or accessories adorn her, though a thin black bracelet is noticeable on her left wrist. The background reveals a modern kitchen with wooden cabinets, stainless steel appliances, and various items such as a toaster, paper bags, and stacked containers. The lighting is soft and warm, suggesting indoor evening illumination. She faces slightly to her right, gazing off-frame with a contemplative expression, seated between two dark gray pillows and one patterned orange throw pillow featuring floral and paisley designs.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_27dbb2a1fbe651997d8b80c4f8ba1db8"
+  },
+  {
+    "instance_id": "mem_openhumanvid_27a4f86d1261e7f67c5d08604dfc5aa7",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/27a4f86d1261e7f67c5d08604dfc5aa7.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Two women sit on low stone benches in a sunlit garden. The woman on the left, in her late 60s or early 70s, wears a mustard-yellow sleeveless vest with dark trim over a green patterned blouse and a dark gray skirt. Her short, neatly styled gray hair frames her face, and a thin bracelet glints on her left wrist. The woman on the right, in her 40s or 50s, has shoulder-length dark brown hair and is draped in a red-and-brown plaid shawl over a navy blue top and light blue skirt. A silver outdoor faucet blurs in the foreground, while potted plants, a wooden fence, and a green rain barrel form a rustic backdrop under natural daylight.",
+          "The woman on the right slowly rises from her bench, turning toward the right side of the frame. Her plaid shawl drapes over her shoulders as she steps forward, her navy blue top and light blue skirt swaying slightly. She moves past the edge of the frame, her body partially obscured by the stone bench as she begins to exit.",
+          "The garden remains still. The stone benches sit empty beneath dappled sunlight. The silver faucet gleams softly in the foreground, while potted plants sway gently in the breeze. The wooden fence and green rain barrel stand unchanged, framed by lush foliage and warm daylight. No trace of movement remains.",
+          "A figure reappears from the right, rounding the same corner. The woman’s plaid shawl comes into view first, followed by the curve of her shoulder and the navy blue top beneath. Her light blue skirt peeks into the frame as she steps forward, moving steadily back into the scene.",
+          "The woman is now fully visible, seated again on the stone bench. Her shoulder-length dark brown hair falls naturally, the red-and-brown plaid shawl draped over her shoulders, navy blue top and light blue skirt unchanged. She sits slightly turned toward her companion, hands resting calmly. The garden remains serene, bathed in daylight, with no sign of movement—only stillness and continuity."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the elderly woman's hair color remain gray throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the dominant color of the vest worn by the elderly woman?",
+          "options": [
+            "A. Green",
+            "B. Yellow",
+            "C. Red",
+            "D. Blue"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the elderly woman wearing any visible jewelry other than the bracelet on her left wrist?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of pants is the elderly woman wearing?",
+          "options": [
+            "A. Skinny jeans",
+            "B. Wide-leg pants",
+            "C. Shorts",
+            "D. Capris"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the elderly woman maintain a consistent smiling expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two women are seated outdoors in a garden-like setting, engaged in conversation. The woman on the left appears to be in her late 60s or early 70s; she has short, neatly styled gray hair and wears a mustard-yellow sleeveless vest with dark trim over a green patterned blouse and dark gray skirt. Her hands rest on her lap, and she wears a thin bracelet on her left wrist. The woman on the right, likely in her 40s or 50s, has shoulder-length dark brown hair and is draped in a red-and-brown plaid shawl over a navy blue top and light blue skirt. She sits slightly turned toward the other woman. Both are seated on low stone benches. In the foreground, a silver outdoor faucet is visible, partially out of focus. Behind them, a wooden fence, green rain barrel, and potted plants create a rustic backdrop under natural daylight.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_27a4f86d1261e7f67c5d08604dfc5aa7"
+  },
+  {
+    "instance_id": "mem_openhumanvid_f602b4424ba5b3da8a2e62b38655abf1",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/f602b4424ba5b3da8a2e62b38655abf1.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A single adult male, late twenties or early thirties, stands in profile facing left, his medium-length dark brown hair neatly styled with a slight wave. He has a full, well-groomed beard and mustache, olive-toned skin, and a focused expression. Dressed in a dark woolen collared shirt with cream inner lining at the collar and cuffs, he holds a green smartphone to his right ear, illuminated by dim, warm light. Behind him, a green-framed doorway opens into a softly lit interior, flanked by a wooden wall with faint graffiti.",
+          "The man begins to walk steadily toward the right, his body angled slightly forward as he moves out of frame. His right hand remains raised, still holding the phone to his ear, while his dark shirt sways gently with each step. The edge of his shoulder and arm fade from view, leaving only the warmth of the light and the texture of the wooden wall behind.",
+          "The frame is now empty—no trace of the man remains. Only the dimly lit environment persists: the green-framed doorway glows softly, casting subtle shadows across the weathered wooden wall. Faint graffiti lingers in the background, untouched by movement. The warm ambient light pools quietly, filling the space where he once stood.",
+          "From the left side of the frame, the man re-emerges, stepping slowly into view. His dark woolen shirt and cream-lined collar become visible first, followed by the side of his face, still bearing the same intense expression. His right hand lifts the green smartphone to his ear once more, the motion deliberate and familiar.",
+          "The man is fully back in frame, standing in the same position as before—profile facing left, eyes focused, expression unchanged. His dark brown hair, neatly waved, frames his face; his full beard and mustache are pristine. He wears the same dark woolen shirt with cream lining at collar and cuffs, holding the green smartphone to his ear. The scene is identical to the beginning—stationary, complete, and vivid."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's facial hair (beard and mustache) remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the smartphone the man is holding?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. Silver",
+            "D. Black"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's forehead abrasion visible in all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of jacket is the man wearing?",
+          "options": [
+            "A. Leather",
+            "B. Plaid with fleece collar",
+            "C. Denim",
+            "D. Hoodie"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man maintain the same posture and position relative to the camera throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single adult male, appearing to be in his late twenties or early thirties, is captured in profile view, facing left. He has medium-length dark brown hair styled neatly with a slight wave, and a full beard and mustache that are well-groomed. His complexion is olive-toned, and he has a focused, intense expression. He wears a dark-colored, possibly woolen, collared shirt with a light beige or cream inner lining visible at the collar and cuffs, suggesting a layered outfit. He holds a green smartphone to his right ear with his right hand, indicating he is engaged in a phone call. The lighting is dim and warm, casting soft shadows on his face, with a green-framed doorway behind him leading into a softly lit interior space. The background includes a wooden wall with indistinct markings or graffiti, contributing to a rustic, possibly urban environment. He stands close to the frame's right edge, slightly angled toward the viewer, emphasizing his engagement in the conversation.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_f602b4424ba5b3da8a2e62b38655abf1"
+  },
+  {
+    "instance_id": "mem_openhumanvid_0391393396ef5ba1c50fce444003a632",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/0391393396ef5ba1c50fce444003a632.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A dimly lit urban street from the early 20th century unfolds, with brick buildings and awnings casting long shadows. In the foreground, a man stands facing away, wearing a dark gray fedora, a high-collared dark overcoat, and sturdy boots. His posture is upright, exuding authority. To his right, another man in a light gray pinstriped suit, white shirt, dark tie, and matching fedora stares forward with a serious expression.",
+          "The man in the dark overcoat begins to walk steadily toward the left edge of the frame, his shoulders squared and movements deliberate. His fedora casts a shadow over his neck as he moves, the overcoat brushing against his legs. He is partially visible, his form fading into the alley’s gloom as he approaches the edge.",
+          "The figure has fully exited the frame, leaving only the tense atmosphere behind. The vintage black police car remains parked under the streetlamp, its \"POLICE\" insignia faintly glowing. The second man stands motionless, eyes fixed ahead. Brick walls, awnings, and a distant officer near the left edge anchor the scene in quiet suspense.",
+          "From the right side of the frame, a silhouette emerges—dark coat and fedora first, then the steady stride of heavy boots on pavement. The man re-enters slowly, his back still turned, the collar of his overcoat rising slightly in the cool air. Only half of him is visible, but his presence commands attention.",
+          "The man is now fully back in frame, standing upright and stationary. He wears the same dark gray fedora, high-collared dark overcoat, and sturdy boots as before. His posture is firm, his silhouette unchanged. The lighting highlights the texture of his clothing and the sharp lines of his silhouette, confirming every detail matches the initial moment exactly."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When the man in the gray suit turns back to face the camera after walking away, does he still have the same dark mustache?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the fedora hat worn by the main person in the video?",
+          "options": [
+            "A. Black",
+            "B. Dark Brown",
+            "C. Beige",
+            "D. Gray"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's pocket square visible both before and after he turns around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of vehicle is parked in the background behind the man?",
+          "options": [
+            "A. Motorcycle",
+            "B. Vintage car",
+            "C. Truck",
+            "D. Bicycle"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man continue to hold the small dark object in his hand after turning around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two men in a dimly lit urban street scene, likely from the early to mid-20th century. The man in the foreground, seen from behind, is wearing a dark gray fedora and a dark overcoat with a high collar, suggesting a formal or authoritative role. His build appears sturdy, and his posture is upright, facing the second man. The second man, positioned slightly to the right and facing forward, is approximately middle-aged, with short dark hair, a mustache, and a sharp jawline. He wears a light gray pinstriped suit with a white dress shirt, dark tie, and matching fedora, complemented by a pocket square. His expression is serious and observant. In the background, a vintage black police car with \"POLICE\" written on the hood is visible, along with brick buildings, awnings, and another officer in uniform near the left edge. The lighting is subdued, casting shadows and contributing to a tense, cinematic atmosphere.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_0391393396ef5ba1c50fce444003a632"
+  },
+  {
+    "instance_id": "mem_openhumanvid_7c5301bbf87582fa8317efa8de3a3bbb",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/7c5301bbf87582fa8317efa8de3a3bbb.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Five adults stand in a wood-paneled room adorned with framed paintings. On the far left, a woman in a red blazer over a dark top, long straight dark hair, large dangling earrings, and arms crossed faces right. Beside her, a man in a gray suit, white shirt, black tie, short dark hair, and beard stares ahead. In center, a woman in a white collared shirt and black sleeveless vest, long dark hair pulled back, stands upright. To her right, a woman in a yellow top, brown ponytail, gold hoop earrings, holds a black clutch. On the far right, a woman in a bright pink blazer with a gold button, dark hair tied back, pearl-like earrings, grips a dark tablet case. Soft lighting illuminates their faces clearly.",
+          "The woman in the red blazer begins to turn toward the right side of the frame, her arms still crossed. Her long dark hair sways slightly as she pivots, her profile now visible. She steps forward, moving past the man in the gray suit, her body partially obscured by the edge of the frame as she approaches the corner.",
+          "The corner of the wood-paneled room remains empty. Framed paintings hang on the walls, softly lit by ambient light. The polished wooden floor reflects subtle shadows. No movement is visible; the space feels still and quiet, awaiting return.",
+          "A figure emerges from the right corner, stepping slowly into view. The silhouette reveals the red blazer first, then the dark top beneath. Long straight hair flows down her back, and one dangling earring catches the light. Her arms remain crossed as she advances, half-visible, re-entering the scene.",
+          "The woman in the red blazer stands fully in frame, arms crossed, facing right. Her long dark hair is straight, large dangling earrings glint, and her slim build is clear. She wears the same dark top under the red blazer. Her appearance matches exactly as before—no change. She stands still, centered in the elegant room, illuminated by soft, even light."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman in the red blazer have the same hairstyle when she turns back to face the camera after walking away?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the earrings worn by the woman in the red blazer?",
+          "options": [
+            "A. Gold",
+            "B. Silver",
+            "C. Black",
+            "D. Pink"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman in the red blazer wearing the same silver earrings both before and after turning around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the main color of the blazer worn by the woman in focus?",
+          "options": [
+            "A. Blue",
+            "B. Red",
+            "C. Yellow",
+            "D. Pink"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman in the red blazer maintain her crossed-arm posture throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Five individuals are present in the frame, appearing to be adults in their late twenties to forties, with three women and two men. The woman on the far left wears a red blazer over a dark top, her arms crossed, with long, dark hair styled straight and large dangling earrings; she has a slim build and is facing right. Next to her, a man in a gray suit, white shirt, and black tie has short dark hair, a beard, and a serious expression. In the center, a woman in a white collared shirt under a black sleeveless vest has long dark hair pulled back, standing upright. To her right, another woman in a yellow top holds a black clutch, her brown hair in a ponytail, wearing gold hoop earrings. On the far right, a woman in a bright pink blazer with a gold button holds a dark tablet case, her dark hair tied back, wearing pearl-like earrings. They stand in a wood-paneled room with framed paintings, suggesting an elegant or formal interior. Lighting is soft and even, illuminating faces clearly.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_7c5301bbf87582fa8317efa8de3a3bbb"
+  },
+  {
+    "instance_id": "mem_openhumanvid_a2d62d233722f264ccd7762776750def",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/a2d62d233722f264ccd7762776750def.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman with long, straight dark brown hair stands centered in the frame, wearing a coral-colored, long-sleeved button-up jacket over a darker top. She holds a large, light blue cartoon-style watering can with both hands, her posture upright and face lifted upward in a gentle smile. Behind her, a man with short dark hair wears a colorful knit sweater with horizontal bands of gray, blue, green, pink, and red, his left arm resting warmly around her shoulder. They stand against a soft pink backdrop adorned with animated hearts and a partial sun illustration.",
+          "The woman begins to walk steadily toward the left side of the frame, her movements smooth and deliberate. The watering can swings slightly with each step, her coral jacket flowing gently. Her head remains tilted upward, smiling softly, as she moves out of view, leaving only part of her torso and arm visible at the edge of the frame.",
+          "The frame is now empty of people. The soft pink backdrop remains, decorated with floating animated hearts and the half-visible sun illustration. The lighting stays bright and even, highlighting the studio’s clean aesthetic. The space feels still and quiet, awaiting the return of movement.",
+          "From the right side of the frame, the woman re-enters, stepping into view with measured grace. Only her right shoulder and arm are visible at first, the coral jacket catching the light. She carries the same light blue cartoon watering can, its handle appearing as she continues forward, her long dark hair brushing past her shoulders.",
+          "The woman is fully back in frame, standing in the same position as before. Her long, straight dark brown hair flows naturally, the coral-colored jacket neatly buttoned over her darker top. She holds the light blue cartoon watering can with both hands, her gaze lifted upward in a gentle smile. Behind her, the man remains, his arm still around her shoulder, wearing the colorful knit sweater with abstract patterns. The scene is unchanged, complete, and still."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "In the wide group shot, does the man wearing the multicolored sweater maintain the same hairstyle as in the initial close-up?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the sweater worn by the main male figure in both the close-up and group shots?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. Rainbow-striped",
+            "D. White"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman in the orange coat still holding the white watering can prop in the wide group shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How many people are clearly identifiable as the original couple (man in colorful sweater and woman in orange coat) in the wide group shot?",
+          "options": [
+            "A. 0",
+            "B. 1",
+            "C. 2",
+            "D. Cannot be determined"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression remain consistently cheerful across both the close-up and group shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, a woman and a man, both appearing to be in their late 30s to early 40s. The woman has long, straight dark brown hair and is wearing a coral-colored, long-sleeved button-up jacket over a darker top. She holds a large, light blue cartoon-style watering can prop with both hands, positioned slightly in front of her. Her posture is upright, and she is looking upward with a gentle smile. The man stands behind her, slightly to the right, with short dark hair and a warm expression. He wears a colorful knit sweater with horizontal bands of gray, blue, green, pink, and red, featuring abstract shapes. He has his left arm around her shoulder. They are standing against a soft pink backdrop adorned with animated hearts and a partial sun illustration. The lighting is bright and even, suggesting a studio setting. Chinese subtitles appear at the bottom of the frame.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_a2d62d233722f264ccd7762776750def"
+  },
+  {
+    "instance_id": "mem_openhumanvid_50d715c4d908df0d100ed558c05935da",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/50d715c4d908df0d100ed558c05935da.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman in her late twenties or early thirties stands slightly left of center, wearing a dark blue saree adorned with gold polka dots and an intricately embroidered border, draped over a vibrant green short-sleeved blouse. Her long black hair is loosely tied back, framing her face. She wears delicate gold earrings and a thin necklace, standing in soft natural light that filters through an open doorway in a traditional Indian home.",
+          "The woman begins to walk forward, turning slightly toward the right side of the frame as she moves toward a staircase leading upward. Her saree flows gently with each step, catching the sunlight. Her expression remains calm, and only her upper body is visible as she ascends, gradually disappearing from view.",
+          "The staircase now dominates the frame, its wooden steps rising into shadowed silence. Sunlight streams across the polished floor, illuminating patterned curtains and green wooden doors in the background. The room feels still and quiet, bathed in golden light, with no trace of the woman remaining.",
+          "From the top of the frame, a figure descends slowly into view—her silhouette emerging first, then the edge of her dark blue saree with gold polka dots. Her feet appear on the lower steps, followed by her legs and torso, moving steadily downward as she returns to the sunlit space.",
+          "The woman is now fully visible again, standing in the same position as before—dark blue saree with gold polka dots, green blouse, long black hair tied back, gold earrings and delicate necklace gleaming. Her posture is relaxed, facing forward, stationary, and perfectly matched to her original appearance in the scene."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hairstyle (long dark hair tied back) remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the blouse worn by the woman?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. Black",
+            "D. White"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the woman's gold earrings visible in all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What accessory is consistently visible on the woman's left wrist?",
+          "options": [
+            "A. Silver watch",
+            "B. Beaded bracelet",
+            "C. Gold bangle",
+            "D. None of the above"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman maintain eye contact with the man while looking at him?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features three individuals in a domestic interior setting. In the foreground, a woman in her late twenties or early thirties stands slightly left of center, wearing a dark blue saree with gold polka dots and a matching embroidered border, draped over a green short-sleeved blouse. Her hair is long, black, and tied back loosely. She wears gold earrings and a delicate necklace. A man in his late twenties or early thirties stands to her right, facing her, dressed in a plain white long-sleeve kurta with rolled-up sleeves; he has dark hair, a mustache, and wears a wristwatch on his left hand. Behind them, a third person, partially obscured, appears to be an older man in a brown suit walking away. The scene is set in a sunlit room with green wooden doors and patterned curtains, suggesting a traditional Indian home. Natural light filters through an open doorway, illuminating the figures softly.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_50d715c4d908df0d100ed558c05935da"
+  },
+  {
+    "instance_id": "mem_openhumanvid_66df359de69304827ac8c906e3bcd858",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/66df359de69304827ac8c906e3bcd858.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Inside a serene traditional Japanese room with wooden beams and shoji screens, four adults stand in quiet stillness. The man on the far left wears a gray suit jacket over a white shirt, blue patterned tie, and round wire-rimmed glasses; his short black hair grays at the sides. He holds a dark-bound book, eyes focused, posture composed.",
+          "The man begins to move steadily toward the left, stepping forward with deliberate calm. His gray jacket sways slightly as he walks, the book held close to his chest. His glasses catch the soft light as he exits, half his form now obscured by the edge of the frame.",
+          "The room remains still—wooden beams stretch overhead, paper walls glow softly in natural light filtering through the glass door. Shoji screens cast delicate shadows. No figure is visible; only the quiet elegance of the space lingers, untouched and tranquil.",
+          "A faint movement stirs at the right edge of the frame. The man re-enters, emerging slowly from the side. Only his shoulder and part of his gray jacket are visible, the dark-bound book just peeking into view as he steps back into the room.",
+          "The man stands fully in frame once more, exactly as before: gray suit jacket, white shirt, blue patterned tie, round wire-rimmed glasses, short black hair with graying sides. He holds the dark-bound book firmly, posture steady, gaze calm—identical to the first moment, motionless and complete."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the black coat maintain the same hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt visible under the man's black coat?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. White",
+            "D. Gray"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "When the man looks down at 3 seconds, does his face become partially obscured?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How many times does the man in the black coat turn his head during the video?",
+          "options": [
+            "A. Once",
+            "B. Twice",
+            "C. Three times",
+            "D. Four times"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the man in the black coat consistently wearing the same white shirt under his coat throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Four individuals are present in the scene, appearing to be adults in their 40s to 60s, with three men and one woman. The man on the far left wears a gray suit jacket over a white shirt and blue patterned tie, paired with round wire-rimmed glasses; he has short black hair with graying sides and is holding a dark-bound book. Behind him, a second man in a dark coat over a black turtleneck has short dark hair and a serious expression. To his right, a third man in a dark navy coat over a light blue shirt has short black hair and looks upward toward the woman. The woman stands near a glass door, wearing a thick gray knit cardigan with black zigzag patterns, a black scarf, and short dark hair styled neatly. She holds a small object in her hand. They are inside a traditional Japanese-style room with wooden beams, shoji screens, and paper walls. Natural light filters through the glass, illuminating the interior.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_66df359de69304827ac8c906e3bcd858"
+  },
+  {
+    "instance_id": "mem_openhumanvid_578d8af5881bc33062dd34c2f7f163a4",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/578d8af5881bc33062dd34c2f7f163a4.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A middle-aged individual stands near the right side of a quiet suburban street, partially hidden by a white building and wooden gate. They wear a dark short-sleeved shirt, light gray pants, and a beige cap that obscures their hair. A small dark shoulder bag crosses their torso. The person faces slightly away, standing upright on the curb under bright midday sunlight.",
+          "The person begins to move forward, stepping toward the upper edge of the frame. Their posture remains upright as they walk along the sidewalk, passing behind the gate and ascending a gentle ramp. Only their lower body is visible now, with the dark bag shifting slightly as they rise out of view.",
+          "The scene remains still—no trace of the person. The quiet residential street stretches beneath a clear sky, flanked by low-rise houses and greenery. Power lines crisscross above, and the wooden gate stands motionless. Sunlight bathes the pavement evenly, casting soft shadows from the trees lining the sidewalk.",
+          "From the top of the frame, a figure begins to descend. A glimpse of the light-colored cap appears first, followed by the dark shoulder bag and the top of the short-sleeved shirt. The person moves slowly down the ramp, re-entering the frame from above, partially obscured by the building’s edge.",
+          "The person is now fully visible again, standing in the same position as before. They wear the same dark short-sleeved shirt, light gray pants, and beige cap, with the dark shoulder bag slung across their torso. Their hair remains hidden, and they stand upright, facing slightly away from the camera, perfectly matching their earlier appearance."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When the woman turns back to face the camera after walking away, does her hair remain in a low ponytail?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by the main person in the video?",
+          "options": [
+            "A. Black",
+            "B. Dark Blue",
+            "C. Gray",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the dark gray crossbody bag visible on the woman's shoulder both before and after she turns around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What accessory is visible in the woman's left ear?",
+          "options": [
+            "A. Earring",
+            "B. Headband",
+            "C. Hair clip",
+            "D. Sunglasses"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's facial expression change from neutral to smiling when she turns back to face the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single individual, appearing to be a middle-aged adult of indeterminate gender, stands near the right side of a quiet residential street, partially obscured by a white building and a wooden gate. They are dressed in a dark-colored short-sleeved shirt and light gray pants, with no visible patterns or logos. The person wears a light-colored cap, possibly beige or off-white, and carries a small dark shoulder bag slung across their torso. Their hair is not clearly visible due to the cap and angle. They appear to have a medium build and stand upright, facing slightly away from the camera toward the center of the road. The environment is a suburban neighborhood with low-rise houses, greenery along the sidewalks, overhead power lines, and a clear sky suggesting daytime. Lighting is natural and even, indicating midday. The person is positioned near the curb, close to a sidewalk that runs parallel to the asphalt road.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_578d8af5881bc33062dd34c2f7f163a4"
+  },
+  {
+    "instance_id": "mem_openhumanvid_086c90725c554e8b86dcbe57f633a054",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/086c90725c554e8b86dcbe57f633a054.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late 30s to early 40s stands still, facing slightly right but gazing directly at the camera with a serious expression. He has shoulder-length, dark brown hair tousled across his forehead, wearing a light off-white traditional robe of soft cotton or linen with a high collar, loosely draped. The dimly lit room behind him features blurred wooden elements and faint red drapery.",
+          "The man begins to move upward, stepping onto a narrow staircase that ascends from the lower frame toward the top. His body tilts forward slightly as he climbs, one foot after another, his robe flowing gently with each step. Only his torso and legs remain visible as he rises into the upper portion of the frame.",
+          "The staircase is now empty. The dim interior remains unchanged—soft shadows cast across worn wooden steps, faint red drapery hanging in the background, and muted tones dominating the space. A quiet stillness fills the air, with only the lingering impression of movement in the emptiness.",
+          "From the top edge of the frame, a silhouette descends slowly. The man reappears, feet first, descending the same staircase. His robe sways slightly as he moves downward, his form gradually becoming clearer. The upper half of his body emerges, still partially obscured by shadow.",
+          "The man is fully back in frame, standing upright and motionless. He wears the same light off-white traditional robe with a high collar, made of soft cotton or linen. His shoulder-length dark brown hair falls across his forehead, tousled yet neat. No accessories are visible. He looks directly at the viewer with the same intense focus as before."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hair color remain consistently dark throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the robe worn by the man in the video?",
+          "options": [
+            "A. Red",
+            "B. Blue",
+            "C. White",
+            "D. Black"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's facial expression consistent across all frames, showing no significant changes?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the man's gaze change over time in the video?",
+          "options": [
+            "A. He looks directly at the camera throughout",
+            "B. He looks to his left and then back to the center",
+            "C. He looks to his right and then back to the center",
+            "D. His gaze remains unfocused and blurry"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's robe appear to have any visible patterns or logos?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features a single male individual, appearing to be in his late 30s to early 40s, with a medium build and a serious expression. He has shoulder-length, dark brown hair styled in a slightly tousled manner, with strands falling across his forehead. He is wearing a light-colored, possibly off-white or pale gray, traditional-style robe made of a soft, textured fabric that suggests cotton or linen; the garment has a high collar and appears loosely draped. No visible accessories such as jewelry, glasses, or hats are present. His posture is upright, and he is seated or standing close to the camera, facing slightly to the right but looking directly toward the viewer with intense focus. The background is dimly lit and blurred, suggesting an indoor setting with muted tones—possibly a room with wooden elements and faint red drapery. A partial silhouette of another figure is visible in the foreground on the right, out of focus.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_086c90725c554e8b86dcbe57f633a054"
+  },
+  {
+    "instance_id": "mem_openhumanvid_e4c28c91618e764bd2ac38b7660f8755",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/e4c28c91618e764bd2ac38b7660f8755.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A middle-aged man stands centered in a sun-dappled grassy field, his fair complexion framed by light brown hair receding at the temples and a neatly trimmed reddish-brown beard. He wears a dark gray herringbone wool suit jacket over a white dress shirt with fine vertical stripes, a red silk tie with small white geometric patterns, and a black bowler hat tilted forward. His posture is upright, expression serious, facing slightly right.",
+          "The man begins to walk steadily toward the left, his movements deliberate and unhurried. The bowler hat tilts slightly as he moves, the edge of his suit jacket brushing the frame’s boundary. Only half of his form remains visible, his red tie still prominent against the soft green backdrop as he exits.",
+          "The figure is completely gone. The grassy field stretches into the distance, dotted with blurred trees under a pale, late-afternoon sky. Gentle breezes ripple through the tall grass, casting subtle shadows. No trace of the man remains—only nature, still and quiet, bathed in golden light.",
+          "From the right edge of the frame, the man re-emerges, stepping slowly into view. His black bowler hat appears first, followed by the shoulder of the dark gray herringbone jacket. The red silk tie glints faintly in the sunlight as he continues forward, his presence returning with calm certainty.",
+          "The man is now fully in frame, standing upright and motionless. His light brown hair, receding at the temples, frames a face with a neat reddish-brown beard and mustache. He wears the same dark gray herringbone suit, white striped shirt, red patterned tie, and black bowler hat, identical to before. The scene holds still, complete."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's reddish-brown beard remain visible and consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of hat is worn by the main person in the video?",
+          "options": [
+            "A. Fedora",
+            "B. Bowler",
+            "C. Top hat",
+            "D. Trilby"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's red patterned tie consistently visible and unchanged in design throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What color is the man's suit jacket?",
+          "options": [
+            "A. Black",
+            "B. Dark gray",
+            "C. Charcoal",
+            "D. Navy"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man maintain eye contact with the other person (partially visible on the left) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, with one prominently in the foreground and the other partially visible on the left edge. The central figure is a middle-aged man with a fair complexion, light brown hair receding at the temples, and a neatly trimmed reddish-brown beard and mustache. He wears a dark gray herringbone-patterned wool suit jacket over a white dress shirt with fine vertical stripes, paired with a red silk tie adorned with small white geometric patterns. A black bowler hat sits atop his head, slightly tilted forward. His posture is upright, facing slightly to the right of the frame, with a serious expression. The second person, only partially seen, appears to wear a similar dark hat and coat. They stand outdoors in a grassy field with blurred trees and a pale sky in the background, suggesting late afternoon lighting with soft natural illumination.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_e4c28c91618e764bd2ac38b7660f8755"
+  },
+  {
+    "instance_id": "mem_openhumanvid_e5b327777026e9558f364e3e23c4b45e",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/e5b327777026e9558f364e3e23c4b45e.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man and woman lie side by side on a bed with a deep green tufted headboard. The man wears an unbuttoned blue and white vertically striped pajama shirt, soft fabric draping over his chest, a silver button gleaming near the collar. He has short dark brown hair, light stubble, eyes closed in calm repose. The woman rests her head on his chest, blonde hair loosely framing her face, bare shoulders suggesting a nightgown, lips slightly parted in peaceful sleep.",
+          "The man slowly lifts his head, eyes still closed, and begins to sit up. His movements are deliberate, arms rising gently as he shifts weight toward the left side of the frame. The striped pajama shirt sways softly with his motion. His body gradually exits leftward, only his shoulder and arm remaining visible as he slips out of view.",
+          "The bed remains undisturbed, the green tufted headboard prominent under dim ambient light. The white pillow lies untouched beside the empty space where the woman’s head rested. Her blonde hair is no longer visible. The quiet room holds stillness, shadows deepening in the corners, only the soft texture of bedding and fabric catching faint glimmers.",
+          "From the right edge of the frame, a hand reappears—pale, relaxed—followed by the man’s torso as he steps back into view. The blue and white striped pajama shirt comes into focus, its fabric softly creased. His dark brown hair falls slightly forward as he leans forward, one knee bending as he settles back onto the bed.",
+          "The man is fully back in frame, lying on his back again, eyes closed, expression serene. His unbuttoned blue and white striped pajama shirt rests exactly as before, silver button gleaming near the collar. Short dark brown hair, light stubble, and the same relaxed posture match the initial scene perfectly. The woman remains asleep, head on his chest, blonde hair cascading around her shoulders. They are still, together, in quiet intimacy."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hair color remain consistently blonde throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary pattern on the man's pajama shirt?",
+          "options": [
+            "A. Polka dots",
+            "B. Stripes",
+            "C. Floral",
+            "D. Solid color"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the silver circular button visible on the man's pajama shirt throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the woman's facial expression change over time?",
+          "options": [
+            "A. From relaxed to surprised",
+            "B. From neutral to contemplative",
+            "C. From closed eyes to open eyes",
+            "D. From smiling to frowning"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man maintain a consistent sleeping posture throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two people, a man and a woman, both appearing to be in their late 30s to early 40s. The man lies on his back, wearing an unbuttoned blue and white vertically striped pajama shirt made of a soft, lightweight fabric, with a visible silver button near the collar. He has short dark brown hair, a light stubble, and a relaxed facial expression with closed eyes. The woman rests her head on his chest, her blonde hair loosely styled and falling around her shoulders. She is bare-shouldered, suggesting she may be wearing a nightgown or sleepwear not fully visible. Her face shows calmness, with closed eyes and slightly parted lips. They are lying on a large green tufted headboard with deep buttoning, indicating a bed. A white pillow is partially visible behind her. The lighting is soft and dim, suggesting nighttime or low indoor illumination. Both are positioned horizontally across the frame, facing slightly toward each other, conveying intimacy and stillness.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_e5b327777026e9558f364e3e23c4b45e"
+  },
+  {
+    "instance_id": "mem_openhumanvid_64347f1fce75e0878848a5bf4d341e88",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/64347f1fce75e0878848a5bf4d341e88.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late twenties to early thirties sits upright at a polished wooden witness stand in a dimly lit courtroom. He has dark brown, neatly styled hair with a side part and a light beard and mustache. He wears a dark navy suit jacket over a light gray dress shirt and a dark tie with diagonal white stripes. A silver microphone with a black foam cover rests before him. Wood-paneled walls, teal curtains, and a leather chair frame the scene.",
+          "The man rises slowly from the witness stand, turning slightly toward the right as he begins ascending a shallow staircase behind him. His posture remains tense, shoulders squared. Only the lower half of his body is visible as he climbs, the suit jacket draping over his back, the striped tie catching faint light.",
+          "The staircase is now empty. The polished wood floor reflects the soft overhead glow. Behind the stand, the leather chair sits untouched. Teal curtains hang still against the paneled walls. The silver microphone stands alone, silent. No movement, no sound—only the quiet weight of the courtroom’s stillness.",
+          "From the top of the staircase, the man descends into view, feet first. His dark suit jacket and striped tie become visible as he steps down. His silhouette emerges gradually, one foot then the other, moving cautiously. The lower half of his face comes into sight—his jawline defined, beard trimmed, expression serious.",
+          "The man is fully seated again at the witness stand, posture upright and composed. His dark brown hair is neatly parted, light beard and mustache intact. He wears the same dark navy suit jacket, light gray shirt, and diagonally striped tie. The silver microphone rests before him. The courtroom remains unchanged—wood panels, teal curtains, leather chair—quiet and expectant."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hairstyle remain consistent throughout her appearance in the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of earrings does the woman wear?",
+          "options": [
+            "A. Large dangling earrings",
+            "B. Hoop earrings",
+            "C. Stud earrings",
+            "D. No earrings"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman wearing the same dark blazer in both shots where she appears?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the color of the woman's top underneath the blazer?",
+          "options": [
+            "A. White",
+            "B. Gray",
+            "C. Black",
+            "D. Blue"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman maintain a similar facial expression (serious/neutral) throughout her appearances?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "One man, appearing to be in his late twenties to early thirties, is seated at a wooden witness stand in what appears to be a courtroom. He has dark brown, neatly styled hair with a side part and a light beard and mustache. He wears a dark navy or black suit jacket over a light gray dress shirt paired with a dark tie featuring diagonal white stripes. His posture is upright yet slightly tense, suggesting attentiveness or concern. A silver microphone with a black foam cover stands directly before him on the polished wooden surface of the stand. The background includes wood-paneled walls, teal-colored curtains, and a leather chair behind him. The lighting is dim but focused, casting soft shadows and highlighting his facial features. He faces forward, likely addressing someone off-camera, possibly a judge or lawyer. No jewelry or additional accessories are visible.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_64347f1fce75e0878848a5bf4d341e88"
+  },
+  {
+    "instance_id": "mem_openhumanvid_d6027e88232b88b900db1eeddbd34970",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/d6027e88232b88b900db1eeddbd34970.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman with long, straight black hair parted in the middle sits at a dining table, wearing a pale yellow short-sleeved top with a round neckline made of smooth cotton-blend fabric. She wears a thin gold necklace, her hands clasped together on the table. Her expression shows surprise or concern. Red cocktail glasses, a wine bottle, and a white container rest nearby, while a mannequin in pastel clothing stands in the softly lit background.",
+          "The woman begins to rise from her seat, pushing her chair back slowly. She turns slightly toward the left, her pale yellow top catching the light as she moves. Her hands unclasp and lower to her sides, and her long black hair sways gently. The edge of her shoulder and arm remain visible as she steps out of frame.",
+          "The dining table remains in view, now empty of the woman. The red cocktail glasses, wine bottle, and white container sit undisturbed under soft natural light. The mannequin in pastel clothing stands still near the garment rack. The room feels quiet, unchanged, with no movement or presence.",
+          "From the right side of the frame, the woman’s silhouette emerges—first her shoulder, then her arm, clad in the same pale yellow top. Her long black hair falls forward as she steps into view, her gold necklace glinting faintly. She walks steadily, re-entering the scene with purpose.",
+          "The woman is fully back in frame, seated again at the table, her long black hair neatly parted in the middle. She wears the same pale yellow short-sleeved top and thin gold necklace, her hands now clasped once more. Her expression holds a trace of surprise. The setting remains unchanged, the scene complete and still."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hair color remain consistently dark brown throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the woman's top?",
+          "options": [
+            "A. Light green",
+            "B. Light yellow",
+            "C. White",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the silver necklace visible around the woman's neck in all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What object does the woman hold in her hands during the interaction?",
+          "options": [
+            "A. A spoon",
+            "B. A pen",
+            "C. A small white device",
+            "D. A cup"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman maintain the same posture and position at the table throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two people, a woman and a man, seated at a dining table in what appears to be a domestic or restaurant-like setting. The woman, approximately late 20s to early 30s, has long, straight black hair parted in the middle and is wearing a pale yellow short-sleeved top with a round neckline, made of a smooth, possibly cotton-blend fabric. She wears a thin gold necklace and her hands are clasped together on the table. Her expression is one of surprise or concern. The man, visible only from the back and side, has short black hair and wears an orange polo shirt. On the table are red cocktail glasses, a bottle of wine, and a white container. In the background, a mannequin dressed in pastel clothing stands near a rack of garments, suggesting a boutique or home with a fashion-related theme. The lighting is soft and natural, illuminating the scene evenly.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_d6027e88232b88b900db1eeddbd34970"
+  },
+  {
+    "instance_id": "mem_openhumanvid_a915db03b6ce7af6024ab2fbaad04e04",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/a915db03b6ce7af6024ab2fbaad04e04.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A solitary figure stands centered in the dim hall, draped in a long, flowing indigo robe with golden embroidery along the sleeves and hem. Their dark hair is tied back in a neat braid adorned with a silver hairpin shaped like a crescent moon. They wear soft leather sandals and carry a lacquered wooden box clasped tightly in both hands, its surface etched with ancient symbols.",
+          "The figure turns slowly, stepping forward with deliberate grace toward the ascending ramp at the far end of the hall. Their robe sways gently with each movement, the box held close to their chest. As they climb, only their lower body remains visible, silhouetted against the flickering candlelight.",
+          "The ramp leads upward into shadowed darkness; the figure has vanished entirely from view. The hall remains still—candles burn steadily, casting dancing shadows on the polished stone floor. The tapestry above the platform glows faintly, untouched by motion or sound.",
+          "From the top edge of the frame, a silhouette descends slowly. The tip of the indigo robe appears first, then the silver hairpin catching a sliver of light. The figure moves down the ramp with measured steps, the lacquered box now visible again, cradled in their arms.",
+          "The person stands fully within the frame once more, centered and still. Their indigo robe, golden embroidery, silver crescent hairpin, and lacquered box are identical to before—every detail unchanged. They face forward, silent, as the candles continue to glow in the quiet hall."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Is the person's hair consistently tied back throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main robe worn by the person?",
+          "options": [
+            "A. Blue",
+            "B. Olive Green",
+            "C. Red",
+            "D. Black"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the person maintain a supine (lying on their back) position throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the lighting change across the different shots of the person?",
+          "options": [
+            "A. It remains consistently dim with candlelight",
+            "B. It becomes brighter as the camera zooms in",
+            "C. It shifts to include more ambient moonlight",
+            "D. It alternates between candlelight and shadow"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are there any visible accessories or props held by the person while they are lying down?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "There are no visible people in the frame. The scene is a dimly lit, spacious interior resembling a traditional or historical hall, possibly of East Asian origin, with dark wooden architecture and lattice windows. Multiple ornate candelabras with lit candles provide the primary light source, casting soft glows on polished stone floors and rich, heavy drapes. A large, framed tapestry hangs on the far wall above an elevated platform with cushioned seating. The environment features symmetrical placement of furniture and decor, including potted plants and intricate metalwork on candle stands. The atmosphere is quiet and still, with no movement or human presence detected. Lighting is low and moody, emphasizing shadows and creating a sense of solemnity or anticipation.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_a915db03b6ce7af6024ab2fbaad04e04"
+  },
+  {
+    "instance_id": "mem_openhumanvid_9da45b0dda481df321390b359e1a6023",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/9da45b0dda481df321390b359e1a6023.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman stands centered in a sun-dappled garden, wearing a vibrant purple and pink patterned silk robe with a high collar and flowing sleeves. Her dark brown hair is styled in an intricate updo, accented with yellow ribbons, silver star-shaped ornaments, and delicate beads. She wears long star-motif earrings, bright yellow eyeshadow, and defined brows, her expression solemn as she gazes slightly left.",
+          "The woman begins to walk slowly away from the camera, her silhouette receding into the soft greenery. The folds of her silk robe ripple gently with each step, her earrings swaying. Her form grows smaller, partially obscured by foliage, yet her posture remains upright and deliberate as she moves deeper into the background.",
+          "The frame now holds only the tranquil garden—lush green leaves, dappled sunlight filtering through trees, and a faint breeze rustling the plants. The path ahead vanishes into shadowy undergrowth, empty and still, no trace of movement or presence remaining.",
+          "From the far edge of the blurred background, a figure emerges—just the tip of a purple sleeve and a glint of silver catching the light. Slowly, the woman steps forward, her silhouette growing clearer as she walks back toward the camera, the garden framing her return.",
+          "The woman stands fully in frame once more, her vibrant purple and pink patterned silk robe flowing around her, the high collar crisp and elegant. Her dark brown hair remains in its elaborate updo, adorned with yellow ribbons, silver stars, and beads. Her star-shaped earrings dangle, yellow eyeshadow bright, expression steady—identical to before. She stands still, centered, complete."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hairstyle remain the same throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the decorative headband worn by the woman?",
+          "options": [
+            "A. Yellow",
+            "B. Silver",
+            "C. Purple",
+            "D. Gold"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the star-shaped charms on the woman's earrings visible in both frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the woman's top?",
+          "options": [
+            "A. Purple",
+            "B. Pink",
+            "C. White",
+            "D. Blue"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman maintain the same facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two women, both appearing to be in their late twenties or early thirties. The primary subject, positioned centrally, wears a vibrant purple and pink patterned garment with a high collar and flowing fabric, possibly silk, suggesting traditional attire. Her hair is dark brown, styled in an elaborate updo with yellow ribbons and adorned with small silver star-shaped ornaments and beads. She wears long, dangling earrings with star motifs and has bright yellow eyeshadow and defined eyebrows. Her expression is serious, and she faces slightly left, her posture upright. To her right, partially out of focus, another woman is visible, wearing a pink scarf and floral headpiece, facing downward. The background is blurred but suggests an outdoor setting with greenery, likely a garden or forested area, under soft natural lighting.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_9da45b0dda481df321390b359e1a6023"
+  },
+  {
+    "instance_id": "mem_openhumanvid_748077903f9e45d18862c86007a4b65d",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/748077903f9e45d18862c86007a4b65d.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Two women stand side by side in a futuristic setting, bathed in dim red and gray lighting. The woman on the left has fair skin, wavy blonde hair cascading over her shoulders, and wears a deep red, form-fitting dress with long sleeves and a plunging V-neckline. She smiles broadly, wearing bold red lipstick, her right arm raised. The woman on the right has pale, textured skin, dark markings resembling tattoos, elongated cranial horns, and wears a black armored outfit with intricate detailing and raised shoulder pieces. Her left arm is raised, clasping the other’s hand.",
+          "The two women begin to walk slowly backward into the geometrically patterned background, their figures receding deeper into the dimly lit space. The woman in red maintains her smile, her arm still lifted, while the alien-like woman holds her hand tightly. They move steadily, becoming smaller as they retreat toward the shadows.",
+          "The scene is now empty. The red and gray geometric panels dominate the frame, illuminated by faint, pulsing lights. No movement or presence remains—only the quiet, dramatic atmosphere of the futuristic environment echoes in the stillness.",
+          "A faint silhouette emerges from the far background, walking forward through the dim light. The figure grows clearer—two arms raised, one hand grasping the other’s. The woman in red begins to reappear, her flowing blonde hair catching the glow, followed closely by the alien-like woman in black armor.",
+          "The two women are fully back in frame, standing side by side as before. The woman on the left wears the same deep red dress, her blonde curls framing her face, bold red lips smiling, right arm raised. The woman on the right has pale skin, dark markings, cranial horns, and a black armored suit, her left arm linked with the other’s. Both stand still, centered and complete."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the blonde woman maintain her wavy hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the dress worn by the main person in the video?",
+          "options": [
+            "A. Blue",
+            "B. Red",
+            "C. Green",
+            "D. Black"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman's dark red lipstick visible and consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the woman's facial expression change from the beginning to the end of the clip?",
+          "options": [
+            "A. From smiling to serious",
+            "B. From serious to smiling",
+            "C. From neutral to surprised",
+            "D. From happy to angry"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the glowing red diamond pattern in the background remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, both appearing to be adult women. The person on the left has fair skin, blonde wavy hair styled in soft curls around her shoulders, and is wearing a deep red, form-fitting dress with long sleeves and a plunging V-neckline that reveals part of her chest. Her makeup includes bold red lipstick, and she smiles broadly while raising her right arm upward. The person on the right has pale, textured skin with dark markings resembling tattoos or scars, elongated cranial horns, and a distinct alien-like appearance. She wears a black, armored outfit with intricate detailing and raised shoulder pieces, and her left arm is also raised, clasping the other woman’s hand. Both stand side-by-side, facing forward, centered in the frame. The background consists of geometric red and gray panels with dim, dramatic lighting, suggesting a futuristic or theatrical setting.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_748077903f9e45d18862c86007a4b65d"
+  },
+  {
+    "instance_id": "mem_openhumanvid_5612b2e51a7d67f231043ae8676caa42",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/5612b2e51a7d67f231043ae8676caa42.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young woman stands centered in a quiet cemetery, her light reddish-brown hair pulled into a low ponytail secured by a small blue hair tie. She wears a bright turquoise zip-up fleece jacket with yellow trim along the zipper and cuffs, over a red crewneck shirt and a white-and-black grid-patterned top. Her fair skin is dotted with freckles across her nose and cheeks. She is slightly hunched, head bowed, under soft daylight filtering through blurred trees.",
+          "The woman slowly turns and begins walking away from the camera, her steps deliberate and measured. Her turquoise jacket sways gently with each movement as she moves deeper into the rows of weathered gray tombstones. Only her back and shoulders remain visible as she fades into the distance, her silhouette narrowing against the greenery.",
+          "The frame now holds only the stillness of the cemetery—weathered stone markers rise among patches of moss and wild grass. Sunlight dapples the ground through the canopy above, casting long, quiet shadows. No motion, no sound—just the gentle sway of leaves and the lingering presence of emptiness where she once stood.",
+          "From the far background, a faint figure emerges between two tall headstones. It’s the same woman, now approaching slowly toward the camera. Her turquoise jacket becomes distinguishable, followed by the glimpse of her red shirt and grid-patterned top. The blue hair tie catches the light as she draws nearer, barely visible at first.",
+          "The woman stands fully in frame, centered and still, her appearance unchanged. Her light reddish-brown hair is tied back with the small blue hair tie, her turquoise fleece jacket with yellow trim, red crewneck shirt, and white-and-black grid-patterned top all intact. Freckles dot her fair skin as she faces forward, posture slightly hunched, under the soft natural daylight."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the young woman's hair tie appear to be blue throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main jacket worn by the young woman?",
+          "options": [
+            "A. Green",
+            "B. Blue",
+            "C. Yellow",
+            "D. Red"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the yellow stripes on the jacket consistent in their placement and appearance?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What pattern is visible on the shirt underneath the red t-shirt?",
+          "options": [
+            "A. Striped",
+            "B. Checkered",
+            "C. Solid",
+            "D. Polka-dotted"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the young woman maintain a consistent level of emotional expression, appearing sad or distressed throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "One young woman, appearing to be in her late teens or early twenties, is centered in the frame. She has light reddish-brown hair tied back into a low ponytail with a small blue hair tie visible near the base. Her skin is fair with noticeable freckles across her nose and cheeks. She wears a bright turquoise zip-up fleece jacket with yellow trim along the zipper and sleeve cuffs; beneath it, a red crewneck shirt peeks out over a white and black grid-patterned top. No jewelry or accessories are visible. Her posture is slightly hunched forward, head bowed downward, suggesting contemplation or sadness. She stands in an outdoor cemetery, surrounded by weathered gray stone tombstones and greenery under soft natural daylight. Trees form a blurred backdrop, and the lighting indicates daytime with mild shadows.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_5612b2e51a7d67f231043ae8676caa42"
+  },
+  {
+    "instance_id": "mem_openhumanvid_a3a683c98240ee5246b7b22b0e64f180",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/a3a683c98240ee5246b7b22b0e64f180.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman in her late twenties to early thirties stands slightly behind a man in a sunlit garden, her long, wavy chestnut-brown hair cascading over her shoulders. She wears a white, lightweight shawl draped loosely around her, holding it gently with her right hand. Her neutral expression and casual elegance contrast with the man’s formal dark suit, white shirt, and black-rimmed glasses.",
+          "The woman begins to step forward and to the right, moving slowly toward a large stone pillar that looms in the foreground. Her shawl shifts with her motion, catching the light as she glides past the edge of the frame, still partially visible, her silhouette fading behind the pillar’s thick base.",
+          "The pillar now fully blocks the view; no part of the woman is visible. Only the lush green foliage sways gently in the breeze, sunlight filtering through the leaves, casting dappled patterns on the stone path and surrounding garden. The scene remains tranquil and undisturbed.",
+          "From behind the pillar, the woman emerges cautiously, her left shoulder first appearing into frame. The white shawl drapes softly over her arm, her chestnut-brown hair flowing as she steps forward. She moves steadily, her presence returning to the serene garden setting.",
+          "The woman is now fully back in frame, standing in the same position as before. Her long, wavy chestnut-brown hair falls naturally, the white shawl wrapped loosely around her shoulders, held gently by her right hand. She faces forward with a neutral expression, exactly as seen initially—still, composed, and present."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hair color remain consistently brown throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the garment wrapped around the woman's shoulders?",
+          "options": [
+            "A. Black",
+            "B. White",
+            "C. Beige",
+            "D. Gray"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman wearing any visible jewelry on her hands during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the woman doing with her right hand in the video?",
+          "options": [
+            "A. Touching her hair",
+            "B. Holding the shawl",
+            "C. Gesturing while speaking",
+            "D. In her pocket"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman maintain the same facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, a woman and a man, in an outdoor setting. The woman, appearing to be in her late twenties to early thirties, stands slightly behind and to the left of the man, facing forward with a neutral expression. She has long, wavy chestnut-brown hair that falls over her shoulders, and she is wrapped in a white, lightweight fabric—possibly a shawl or robe—draped loosely around her shoulders, which she holds gently with her right hand. Her attire suggests casual elegance. The man, positioned in the foreground and slightly out of focus, appears to be in his forties or fifties, wearing black-rimmed glasses, a dark suit jacket, a crisp white dress shirt, and a dark tie. His posture is upright, and he faces forward, though his gaze is not directly toward the camera. The background consists of lush green foliage and hints of a garden or park environment under natural daylight, suggesting a serene, possibly private outdoor location.",
+      "exit_plan": {
+        "exit": "steps behind a large foreground object (pillar, wall, or vehicle) blocking the view entirely",
+        "return": "emerges from the other side of the occluding object"
+      }
+    },
+    "task_id": "mem_openhumanvid_a3a683c98240ee5246b7b22b0e64f180"
+  },
+  {
+    "instance_id": "mem_openhumanvid_ea1143f4843d5f4dea25e28ed4239023",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/ea1143f4843d5f4dea25e28ed4239023.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A narrow, sterile hallway is illuminated by flat artificial light. On the left, a Black man in his late twenties or early thirties wears a dark zip-up hoodie over a light-colored t-shirt and camouflage-patterned pants. His arms are outstretched, mouth open as if shouting. He has short dark hair and no visible accessories.",
+          "The man begins to walk steadily toward the right side of the frame, his body angled forward with purpose. His arms lower slightly as he moves, his expression tense. The edge of his hoodie and camo pants remain visible as he exits, the motion deliberate and unhurried.",
+          "The hallway stands empty now—no figures in sight. Closed doors line the walls, a wooden handrail runs along one side, and a notice board glows faintly under overhead lights. The air feels still, the silence heavy, as if waiting for movement to return.",
+          "From the left, a figure begins to re-enter the frame. Only part of his dark zip-up hoodie and camo pants are visible, emerging slowly into view. His short dark hair appears first, then his shoulders, as he walks forward with steady intent.",
+          "The man is fully back in frame, standing centered and stationary. He wears the same dark zip-up hoodie over a light t-shirt, camo pants, and has short dark hair. His posture is firm, face neutral, exactly as before—every detail unchanged."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the leather jacket turn his back to the camera at any point during the interaction?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of jacket does the central man wear?",
+          "options": [
+            "A. Hoodie",
+            "B. Leather jacket",
+            "C. Windbreaker",
+            "D. Denim jacket"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's dark curly hair visible both when he faces the camera and when he turns away?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the man wearing underneath his leather jacket?",
+          "options": [
+            "A. A plain t-shirt",
+            "B. A hoodie",
+            "C. A patterned shirt",
+            "D. A sweater vest"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression remain consistently distressed or angry throughout the entire sequence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features three individuals in a narrow indoor hallway. On the left, a Black man in his late twenties or early thirties wears a dark zip-up hoodie over a light-colored t-shirt and camouflage-patterned pants; his arms are outstretched, mouth open as if shouting. In the center, a white man of similar age wears a white-and-black track jacket with a dark shirt underneath and dark pants; he appears agitated, leaning back slightly. On the right, a uniformed officer in a dark peaked cap, black jacket with epaulets, and dark trousers holds the central figure’s arm; a holstered firearm is visible on his hip. All have short hair—dark for the first two, graying for the officer. The setting is a sterile corridor with closed doors, a wooden handrail, and a notice board on the wall; lighting is flat and artificial. The men face forward, engaged in a tense confrontation.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_ea1143f4843d5f4dea25e28ed4239023"
+  },
+  {
+    "instance_id": "mem_openhumanvid_a02790841d79fdbb125fe22f31e07ea2",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/a02790841d79fdbb125fe22f31e07ea2.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman in a rich purple traditional Chinese-style outfit stands beside a man in a lime green tunic with gold floral patterns. Her long black braid drapes over her shoulder, crowned by an elaborate headdress of silver beads, turquoise flowers, and dangling pearls. She wears ornate earrings, pink lipstick, and red-and-white striped collar accents, while the man smiles broadly, his dark hair tied in two braids with blue ribbons.",
+          "The woman begins to turn left, stepping forward with graceful poise, her purple robe flowing slightly. Her headdress sways as she moves toward the stone garden corner, her braid trailing behind. The man remains still, watching her go, his smile softening as she edges out of frame.",
+          "The stone garden path curves gently, flanked by moss-covered walls and lush greenery. Sunlight filters through leaves, casting dappled shadows on the ground. A small stone lantern sits near the bend, untouched. The air is still, quiet—no trace of the figures remains.",
+          "From around the same stone corner, the woman reappears, emerging slowly into view. Only her headdress and shoulder are visible at first, the purple fabric catching the light. Her braid swings forward as she steps back into the frame, the garden’s tranquility returning with her presence.",
+          "The woman stands fully in frame, identical to before—purple traditional outfit with red-and-white striped collar, intricate silver-beaded headdress adorned with turquoise flowers and pearl strands, long black braid over her shoulder, ornate earrings, and soft pink lips. Her posture is calm, her gaze steady, matching the original moment exactly."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's long black hair remain styled in a braid throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main fabric of the woman's traditional outfit?",
+          "options": [
+            "A. Purple",
+            "B. Red",
+            "C. Green",
+            "D. Blue"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the silver embellishments on the woman's headpiece consistent in appearance across all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of earrings does the woman wear?",
+          "options": [
+            "A. Hoop earrings",
+            "B. Dangling earrings",
+            "C. Stud earrings",
+            "D. Clip-on earrings"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's facial expression change from smiling to serious during the interaction?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, a woman on the left and a man on the right, both appearing to be in their late twenties. The woman wears a purple traditional Chinese-style outfit with red and white striped accents at the collar, paired with an elaborate purple headdress adorned with silver beads, turquoise floral embellishments, and dangling pearl-like strands. Her long black hair is styled into a braid draped over her shoulder. She has subtle makeup, including pink lipstick, and wears ornate earrings. The man wears a lime green tunic with gold floral patterns and a matching vest; his dark hair is parted in the middle and tied into two braids with blue ribbons. He has a round face, a wide smile showing teeth, and a slightly chubby build. They stand close together outdoors, facing slightly left, against a backdrop of stone garden structures, greenery, and soft daylight.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_a02790841d79fdbb125fe22f31e07ea2"
+  },
+  {
+    "instance_id": "mem_openhumanvid_58873d90a08168cc1fa4396a2b50ee29",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/58873d90a08168cc1fa4396a2b50ee29.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A person stands in the foreground of the underground parking garage, wearing a navy blue wool coat with brass buttons, dark gray trousers, and black leather boots. Their short, neatly styled brown hair frames a calm face, partially shadowed by a wide-brimmed beige hat. They carry a vintage leather satchel over their right shoulder, its strap worn from use.",
+          "The person turns slowly, stepping forward into the dimly lit corridor between parked cars. Their movements are deliberate as they walk deeper into the background, the red SUV to their left reflecting their silhouette. The satchel swings gently with each step, the hat casting a soft shadow across their face.",
+          "The figure vanishes completely behind a concrete pillar marked \"G,\" leaving only the quiet hum of the garage. The polished floor glints under fluorescent lights, the black sedan’s headlights still glowing faintly. Teal-painted columns stand tall, and directional signs point toward elevators and hotel access.",
+          "From the far end of the corridor, a faint shape emerges—first just the edge of a navy coat and the tip of a beige hat. The person walks steadily toward the camera, the satchel visible again, swinging slightly. The overhead lights catch the brim of the hat as they grow closer.",
+          "The person stands fully in frame, centered and still. They wear the same navy blue wool coat, dark gray trousers, black boots, and wide-brimmed beige hat. The vintage leather satchel rests on their shoulder, and their short brown hair is unchanged. The garage remains silent around them."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman in the passenger seat have short dark hair throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by the person in the passenger seat?",
+          "options": [
+            "A. Red",
+            "B. Blue",
+            "C. Light-colored",
+            "D. Black"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man in the driver's seat wearing a dark jacket over a white collared shirt?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the vehicle the two individuals are in?",
+          "options": [
+            "A. Red",
+            "B. Black",
+            "C. White",
+            "D. Silver"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's facial expression remain neutral throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "There are no people visible in this frame. The image depicts an underground parking garage with several parked cars, including a red SUV in the foreground and a black sedan approaching with headlights on. The environment features concrete pillars painted teal and white with letter markings (e.g., \"G\"), overhead fluorescent lighting, exposed ductwork, and directional signs indicating elevators and hotel access. The floor is polished concrete with reflective surfaces, and the space is moderately lit with artificial lighting. No individuals, clothing, accessories, or physical features can be observed.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_58873d90a08168cc1fa4396a2b50ee29"
+  },
+  {
+    "instance_id": "mem_openhumanvid_dd5f3f2db5d9938113e2041620f611e6",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/dd5f3f2db5d9938113e2041620f611e6.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A person stands centered in a minimalist room, wearing a tailored navy blazer over a crisp white shirt, paired with dark trousers and polished black leather shoes. Their short, neatly styled ash-blonde hair frames a calm face, accessorized with silver-rimmed glasses and a slim wristwatch. They hold a vintage record sleeve in one hand, standing beside a turntable playing a spinning white vinyl.",
+          "The person turns slowly to their right, stepping forward with measured grace toward the corner of the room. The sleeve slips slightly from their grip as they move, their blazer brushing against the wall. Only their back and left profile remain visible as they begin to disappear behind the edge of the frame.",
+          "The corner is now empty. The neutral-toned wall with vertical black paneling stretches into view, softly lit by diffused overhead light. The turntable continues spinning in the foreground, its tonearm still hovering above the white vinyl. No movement, no sound—just quiet stillness and mechanical rhythm.",
+          "From the same corner, a figure begins to emerge. A sliver of navy blazer appears first, followed by the edge of the white shirt and the gleam of silver glasses. The person steps forward cautiously, the record sleeve now held firmly again, re-entering the space with deliberate pace.",
+          "The person is fully visible once more, standing exactly where they began. Their ash-blonde hair is unchanged, the navy blazer neatly buttoned, the silver glasses reflecting the soft light. The wristwatch glints on their left wrist, and the record sleeve rests in their hand. They stand still, composed, as the turntable spins on."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hair appear consistently gray and receding throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the man's goatee beard?",
+          "options": [
+            "A. Black",
+            "B. Gray",
+            "C. White",
+            "D. Brown"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing a gold ring on his left hand visible in both the medium shot and close-up?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of clothing is the man wearing?",
+          "options": [
+            "A. A t-shirt",
+            "B. A sweater",
+            "C. A long-sleeved shirt",
+            "D. A jacket"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression change from neutral to animated while speaking?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "There are no people visible in the frame. The image shows a close-up of a white vinyl record spinning on a turntable, with a tonearm positioned above it. The background consists of a neutral-toned wall with vertical black lines, possibly indicating paneling or structural elements. The lighting is soft and diffused, casting subtle reflections on the record’s surface. No clothing, accessories, hair, or physical features can be observed, as no individuals are present. The turntable occupies the central foreground, with parts of its base and control knobs visible. The scene appears to be indoors, likely in a studio or minimalist room setting, with a clean and modern aesthetic. The focus remains entirely on the mechanical components of the record player, suggesting an emphasis on audio equipment rather than human presence.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_dd5f3f2db5d9938113e2041620f611e6"
+  },
+  {
+    "instance_id": "mem_openhumanvid_92cd0b9310ed70784d1899a123c69892",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/92cd0b9310ed70784d1899a123c69892.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Two Black men stand in a dimly lit record store, fluorescent lights casting cool shadows. The man on the left wears a camouflage jacket over a white hoodie and light gray button-up shirt, a gold chain with a small pendant glinting at his neck. He has a black headband with white logos, medium-length dreadlocks framing his face, and a serious expression. The man on the right, partially cropped, wears a dark green jacket and yellow knitted beanie, long thick dreadlocks draped over his shoulders, a graying beard, and intense eyes gazing off-frame. Vinyl records line shelves behind them.",
+          "The man on the left begins to move slowly toward the left side of the frame, stepping past a tall stack of vinyl racks. His body turns slightly, the camouflage jacket shifting as he walks. One hand brushes against a shelf, briefly obscuring part of his face. The man on the right remains still, eyes fixed beyond the frame, as the first man’s form starts to disappear behind a large wooden pillar.",
+          "The pillar now fully blocks the view. Only the record store remains—shelves packed with albums, a wall lined with vintage cover art, and a distant figure browsing near the back. Fluorescent lighting hums overhead, illuminating dust motes in the air. The space feels quiet, suspended, waiting for movement to return.",
+          "A silhouette emerges from behind the pillar on the left, moving steadily into frame. The outline of a camouflaged jacket appears first, then the edge of a white hoodie and a glimpse of a gold chain. The man steps forward, one foot visible, dreadlocks swaying slightly. He pauses, half-revealed, as the scene holds breath.",
+          "The man is now fully back in frame, standing in the same position as before. He wears the camouflage jacket over a white hoodie and light gray button-up shirt, the gold chain with its small pendant resting against his chest. His black headband with white logos sits snugly, medium-length dreadlocks loosely framing his face. He stands still, expression serious, exactly as he was at the start."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the young man's bandana remain in the same position on his head throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the camouflage pattern on the young man's jacket?",
+          "options": [
+            "A. Green and brown",
+            "B. Green and black",
+            "C. Green and tan",
+            "D. Green and gray"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the gold chain necklace visible at the beginning and end of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the young man's facial expression change over time?",
+          "options": [
+            "A. It becomes more serious",
+            "B. It remains neutral",
+            "C. It turns into a smile",
+            "D. It becomes confused"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the young man turn his head to face the camera directly during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two Black men are present in the frame, both appearing to be in their late twenties to early thirties. The man on the left wears a camouflage-patterned jacket over a white hoodie and a light gray button-up shirt; he has a gold chain necklace with a small pendant. He sports a black headband with white logos and medium-length dreadlocks styled loosely around his face. His expression is serious, and he stands slightly angled toward the camera. The man on the right, partially cropped, wears a dark green jacket and a yellow knitted beanie, with long, thick dreadlocks falling over his shoulders. He has a graying beard and intense eyes, looking off-frame to the left. Both stand in a record store, surrounded by vinyl records displayed on shelves and racks. Fluorescent lighting illuminates the space, casting a cool tone. In the background, another person browses records near a wall lined with album covers.",
+      "exit_plan": {
+        "exit": "steps behind a large foreground object (pillar, wall, or vehicle) blocking the view entirely",
+        "return": "emerges from the other side of the occluding object"
+      }
+    },
+    "task_id": "mem_openhumanvid_92cd0b9310ed70784d1899a123c69892"
+  },
+  {
+    "instance_id": "mem_openhumanvid_d64007a7d3474c945f570ddefd063da2",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/d64007a7d3474c945f570ddefd063da2.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Two adults sit side by side in a red roller coaster car ascending a steep incline, secured by restraints. Both wear dark navy jackets and matching pants, their hair indistinct from distance. No accessories are visible. They face forward, slightly leaning into the climb, framed against a pale blue sky, green trees, and gray metal supports under bright midday light.",
+          "The roller coaster car begins its slow climb upward, moving leftward along the track. The two figures remain seated, still partially visible in the upper right of the frame as they crest the incline. Their dark clothing contrasts with the red rails, and their forward-leaning posture suggests anticipation.",
+          "The roller coaster car rounds a sharp bend and disappears entirely behind the track’s curve. The red rails continue into the distance, flanked by steel supports and leafy green trees. The sky remains clear and pale blue, sunlight casting crisp shadows across the structure—no trace of the riders remains.",
+          "From the same curved section of track, the red roller coaster car emerges again, rounding the bend from the left. The two figures are now partially visible in the upper right, reappearing as the car climbs back into view. Their dark jackets and forward-leaning stance return to focus.",
+          "The roller coaster car fully re-enters the frame, both individuals clearly visible once more. They wear the same dark navy jackets and pants, no accessories or distinct features apparent. Their hair remains indiscernible, and they face forward, secured in place. The scene is unchanged—bright daylight, green trees, and steel supports surround them as they pause at the peak."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hairstyle remain the same (a side ponytail) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by the man walking with the woman?",
+          "options": [
+            "A. Red",
+            "B. Blue",
+            "C. Green",
+            "D. White"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman wearing any visible accessories like a bracelet or necklace?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the woman's top?",
+          "options": [
+            "A. Pink",
+            "B. White",
+            "C. Yellow",
+            "D. Purple"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Do both individuals maintain consistent facial expressions and appearances from start to finish?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two individuals are visible in the upper right portion of the frame, positioned on a red roller coaster track as it ascends a steep incline. They appear to be adults, likely male, though gender is not definitively discernible due to distance and angle. Both are seated in a roller coaster car, wearing dark-colored clothing—possibly black or navy jackets and pants—though specific patterns or materials are indistinct. No accessories such as hats, glasses, or bags are clearly visible. Their hair cannot be determined due to the distance and angle. The individuals are secured in their seats with restraints, leaning slightly forward in anticipation. They are facing forward, aligned with the direction of the ride’s ascent. The scene takes place at an amusement park under clear daylight conditions, with a pale blue sky, green trees to the right, and structural elements of the roller coaster—including gray metal supports and red rails—dominating the background. Lighting is bright and even, suggesting midday sun.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_d64007a7d3474c945f570ddefd063da2"
+  },
+  {
+    "instance_id": "mem_openhumanvid_bc2c5d19a7878ec81bec903d40e6fd77",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/bc2c5d19a7878ec81bec903d40e6fd77.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young woman in her late teens to early twenties sits upright on a porch, her slender frame framed by soft daylight. She wears a bright orange knitted cardigan with a textured pattern over a pale pink turtleneck sweater. Her shoulder-length black hair is styled in a neat bob, parted slightly off-center. She gazes thoughtfully off-camera to the left, her expression one of quiet concern.",
+          "She slowly rises from her seat, turning her body toward the right side of the frame. Her movements are steady and deliberate as she steps forward, the orange cardigan shifting slightly with each motion. Her silhouette begins to fade from view as she walks out of frame, only her arm and part of her torso remaining visible.",
+          "The porch remains still and serene, bathed in natural light. White outdoor furniture sits quietly beside green foliage, and the building’s windows reflect the sky. No movement disturbs the scene—just the gentle sway of leaves in the breeze and the soft shadows cast across the wooden floor.",
+          "From the left edge of the frame, a figure emerges—first just a hint of bright orange fabric, then the curve of her shoulder and the side of her head. Her black bob comes into view as she steps forward, walking steadily back into the scene. The pale pink turtleneck peeks through beneath the cardigan as she continues to enter.",
+          "The woman stands fully within the frame, her posture upright and composed. She wears the same bright orange knitted cardigan over a pale pink turtleneck, her shoulder-length black bob neatly parted off-center. No accessories adorn her—just the same calm, concerned expression as before. She faces slightly right, still and present."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman in the video maintain the same facial expression throughout the clip?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the outer garment worn by the woman?",
+          "options": [
+            "A. Orange",
+            "B. White",
+            "C. Black",
+            "D. Pink"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman's hair style consistent (short and straight) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of neckline does the woman wear under her orange sweater?",
+          "options": [
+            "A. Crew neck",
+            "B. V-neck",
+            "C. Turtleneck",
+            "D. Scoop neck"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman appear to be in the same location (indoor setting) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features one young woman, approximately in her late teens to early twenties, with a slender build and an expression of concern or confusion. She has shoulder-length, straight black hair styled in a neat bob cut, parted slightly off-center. She wears a bright orange knitted cardigan with a textured pattern over a pale pink turtleneck sweater. No visible accessories such as jewelry, glasses, or hats are present. Her posture is upright, and she appears seated, facing slightly to the right of the frame, with her gaze directed off-camera toward the left. The background suggests an outdoor domestic setting, possibly a porch or patio area, with blurred elements including white furniture, greenery, and part of a building with windows. Natural daylight illuminates the scene, casting soft shadows on her face.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_bc2c5d19a7878ec81bec903d40e6fd77"
+  },
+  {
+    "instance_id": "mem_openhumanvid_cf989bab6bd8fb064ebec45974e4483c",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/cf989bab6bd8fb064ebec45974e4483c.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A bald man in his late 40s to early 50s stands center-frame, his smooth skin illuminated by soft lighting. He wears a sleek gray leather blazer with sharp lapels over a plain white crew-neck t-shirt, a thin gold chain resting at his collar. His right hand holds a black handheld microphone close to his chest, posture upright yet relaxed against a dark blue textured backdrop with faint horizontal lines.",
+          "The man begins to ascend a narrow staircase that emerges from the lower frame, moving upward and slightly to the right. His blazer catches the light as he steps, the microphone held steady. Only his torso and legs remain visible as he climbs, his form gradually rising toward the top edge of the frame.",
+          "The staircase disappears into darkness above, leaving only the dimly lit, subtly textured blue backdrop. Faint horizontal lines ripple across the surface, untouched by movement. The space feels still and quiet, the absence of the figure emphasized by the lingering glow of the spotlight’s edge.",
+          "From the top of the frame, the man descends slowly, first revealing the brim of his blazer and the tip of the microphone. His broad shoulders reappear, followed by his neck and the glint of the gold chain. He moves steadily downward, his silhouette returning with purpose against the same dark blue background.",
+          "The man is fully back in frame, standing exactly as before—bald, composed, slightly looking down and to his right. He wears the same gray leather blazer over a white t-shirt, the gold chain visible, the microphone held close. His posture is upright and relaxed, the lighting unchanged, the scene perfectly restored."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's bald head remain visible and unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the man's outer jacket?",
+          "options": [
+            "A. Blue",
+            "B. Black",
+            "C. Gray",
+            "D. Green"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing a gold chain around his neck?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the man holding in his right hand?",
+          "options": [
+            "A. A phone",
+            "B. A water bottle",
+            "C. A microphone",
+            "D. A pen"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single adult male, appearing to be in his late 40s to early 50s, stands center-frame against a dark blue, subtly textured backdrop with faint horizontal lines. He is bald, with smooth skin and a composed facial expression, slightly looking downward and to his right. His build is medium and athletic, with broad shoulders. He wears a sleek, gray leather blazer over a plain white crew-neck t-shirt, the blazer featuring sharp lapels and a matte finish. Around his neck is a thin gold chain necklace. In his right hand, he holds a black handheld microphone close to his chest. His posture is upright but relaxed, suggesting he is mid-performance or speech. The lighting is focused on him, casting soft shadows and highlighting the texture of his jacket. The background remains dimly lit, creating contrast and drawing attention to the subject.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_cf989bab6bd8fb064ebec45974e4483c"
+  },
+  {
+    "instance_id": "mem_openhumanvid_28f8aeb45eaeffc3ba9e6339d14f19cf",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/28f8aeb45eaeffc3ba9e6339d14f19cf.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young man in his late twenties sits poised on a brown leather armchair, wearing a gray military-style uniform with red trim, white gloves, and black boots. Shoulder epaulettes and a cross-body strap accent the outfit. His short, neatly styled dark hair frames a slim face as he gazes upward, one leg crossed over the other, beneath the warm glow of a vintage floor lamp.",
+          "The younger man rises slowly from the armchair, stepping forward with deliberate grace. He moves steadily toward the left side of the frame, his white-gloved hands at his sides, the red trim of his uniform catching the light as he begins to exit, half his form now obscured by the edge of the scene.",
+          "The room remains still—wood paneling gleams softly under the fringed lampshade’s golden light, patterned wallpaper framing the quiet space. The leather armchair stands empty, the cross-body strap dangling slightly. No movement, no sound—only the lingering warmth of memory in the ornate silence.",
+          "From the right edge of the frame, a figure emerges—first the polished black boot, then the hem of the gray uniform with red trim. The white glove appears next, followed by the lower half of the torso. The man steps cautiously into view, his presence returning with measured intent.",
+          "The younger man is fully back in frame, seated again on the brown leather armchair. His gray military-style uniform with red trim, white gloves, black boots, shoulder epaulettes, and cross-body strap are identical to before. His short, neatly styled dark hair and slim build remain unchanged, eyes lifted once more, still and composed."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the gray uniform maintain the same hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the trim on the man's uniform collar?",
+          "options": [
+            "A. Red",
+            "B. White",
+            "C. Blue",
+            "D. Gold"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing white gloves on both hands?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the man holding in his lap?",
+          "options": [
+            "A. A sword",
+            "B. A cane",
+            "C. A rifle",
+            "D. A folded blanket"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression change from serious to smiling during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two men are present in the frame, one appearing to be in his late twenties and the other middle-aged. The younger man, seated on a brown leather armchair, wears a gray military-style uniform with red trim, white gloves, and black boots; the uniform includes shoulder epaulettes and a cross-body strap. He has short, neatly styled dark hair and a slim build, sitting with one leg crossed over the other, looking up at the older man. The older man, standing to the right, is dressed in a dark traditional Chinese robe with intricate patterns, facing left toward the seated man. He has short gray hair and a fuller build. A vintage floor lamp with a fringed shade stands behind them, illuminating the ornate room with wood paneling and patterned wallpaper. The lighting is warm, casting soft shadows, and the scene suggests an indoor setting of historical or dramatic significance.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_28f8aeb45eaeffc3ba9e6339d14f19cf"
+  },
+  {
+    "instance_id": "mem_openhumanvid_cceb59baf0ed770fc33e2a6a513c811d",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/cceb59baf0ed770fc33e2a6a513c811d.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman in her late 50s or early 60s sits softly on a plush golden-yellow sofa, her short, curly dark brown hair neatly framing her face. She wears a soft pink collared shirt made of lightweight cotton-blend fabric with a subtle sheen, no jewelry or glasses visible. Her relaxed posture and warm smile suggest quiet contentment, illuminated by warm, diffused lighting from a nearby lamp.",
+          "She slowly rises from the sofa, turning slightly toward a staircase just beyond the frame. Her movements are gentle and deliberate as she begins to ascend, her pink shirt catching the light. Only her lower half remains visible as she moves upward, disappearing gradually from view.",
+          "The scene now shows only the richly detailed living room—ornate golden-yellow upholstery, wooden paneling, and a softly glowing lamp with a white shade. The air feels still, the warmth lingering, but the space is empty, quiet, and expectant.",
+          "From the top edge of the frame, a figure begins to descend the stairs. The silhouette of her short, curly dark brown hair appears first, followed by the soft pink collar of her shirt peeking into view. Her descent is slow, graceful, re-entering the familiar domestic glow.",
+          "She is fully back in frame, seated again on the plush sofa, her posture relaxed and her warm smile unchanged. Her short, curly dark brown hair is neatly styled, and she wears the same soft pink collared shirt with its subtle sheen. No accessories are visible. The scene is complete, serene, and perfectly restored."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When the woman turns back to face the camera after walking away, does she still have short brown curly hair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the pajama set worn by the main person in the video?",
+          "options": [
+            "A. Green",
+            "B. Pink",
+            "C. Blue",
+            "D. White"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the green bracelet visible on the woman's left wrist both before and after she turns around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the woman holding when she sits down on the sofa?",
+          "options": [
+            "A. A remote control",
+            "B. A book",
+            "C. A phone",
+            "D. Nothing"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's facial expression remain consistently smiling throughout the video segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features one woman, appearing to be in her late 50s or early 60s, with a warm, gentle smile and her gaze directed downward. She has short, curly dark brown hair styled neatly around her face. She is wearing a soft pink collared shirt made of a lightweight, possibly cotton-blend fabric, with a subtle sheen. No visible accessories such as jewelry, glasses, or hats are present. Her posture is relaxed and slightly leaned forward, suggesting engagement in a quiet, intimate moment. She is seated, likely on a plush sofa with ornate golden-yellow upholstery visible behind her. The background includes a softly lit lamp with a white shade, wooden paneling, and hints of decorative elements, indicating an indoor, domestic setting—possibly a living room. The lighting is warm and diffused, casting soft shadows and enhancing the cozy atmosphere. Her facial expression conveys contentment or amusement, with natural lines around her eyes and mouth.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_cceb59baf0ed770fc33e2a6a513c811d"
+  },
+  {
+    "instance_id": "mem_openhumanvid_887135b3f6040e2cbd61ed2cb6fb3a43",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/887135b3f6040e2cbd61ed2cb6fb3a43.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late 40s or early 50s stands close to a woman near a large window, his balding head framed by long dark hair tied into a low ponytail. He wears a dark green leather jacket with a raised collar and visible zipper, his thick beard shadowed by soft, diffused light. His posture is slightly hunched, gaze lowered, expression somber as he leans toward the woman beside him.",
+          "The man begins to walk steadily out of frame to the left, his leather jacket brushing against the edge of the window frame. His movements are slow and deliberate, his silhouette gradually shrinking as he moves away from the woman, who remains still, her back turned to the camera.",
+          "The frame is now empty of human presence. Only the blurred gray apartment building outside the window remains visible, its flat façade stretching across the glass. Soft daylight filters through, casting faint shadows on the worn wooden floor and the baseboard along the wall.",
+          "From the right side of the frame, the man re-enters slowly, his dark leather jacket first appearing at the edge. His long dark ponytail swings gently as he steps forward, one shoulder emerging into view, his beard catching the dim light as he turns slightly toward the center.",
+          "The man is fully back in frame, standing in the same position as before. His balding head, long dark ponytail, thick beard, and dark green leather jacket are identical to the initial moment. He leans slightly forward, gaze downcast, still close to the woman whose blonde hair remains partially obscured. The scene is still, unchanged."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hair remain tied back in a ponytail throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the man's jacket?",
+          "options": [
+            "A. Red",
+            "B. Black",
+            "C. Green",
+            "D. Blue"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing a beard in all frames of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary material of the man's outerwear?",
+          "options": [
+            "A. Cotton",
+            "B. Leather",
+            "C. Denim",
+            "D. Fleece"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man maintain the same posture and gaze direction throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, a man and a woman, positioned closely together. The man appears to be in his late 40s or early 50s, with a balding head, long dark hair tied back into a ponytail, a thick beard, and a somber expression. He wears a dark green or black leather jacket with a visible zipper and collar, suggesting a utilitarian style. His posture is slightly hunched as he leans forward, looking down at the woman beside him. The woman, whose face is not visible, has long, wavy blonde hair and appears to be younger, possibly in her 20s or 30s. She is partially obscured by the man’s body and turned away from the camera. They are standing indoors near a large window, with a blurred view of a gray apartment building outside. The lighting is soft and diffused, casting subtle shadows on their faces, creating a melancholic atmosphere. No accessories or props are clearly visible.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_887135b3f6040e2cbd61ed2cb6fb3a43"
+  },
+  {
+    "instance_id": "mem_openhumanvid_706eb14f9529584488b0c725fae2e5e0",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/706eb14f9529584488b0c725fae2e5e0.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Five men stand in a line within a grand traditional Chinese palace hall, illuminated by soft natural light filtering through sheer curtains. The central figure wears a bright yellow robe with purple sleeves and collar over a magenta undergarment, a red hat adorned with a black feather and small red ornament, and long hair tied back. The others wear matching maroon robes with blue accents, black belts, and red hats topped with gold knobs. All face forward, slightly angled toward the center.",
+          "The central figure begins to step forward, turning slowly to his right, his yellow robe flowing gently with the motion. His red hat tilts slightly as he moves, the black feather swaying. He walks past the edge of the frame, partially obscured now, still visible from the waist up as he proceeds toward the corner.",
+          "The hallway remains empty—ornate blue and gold drapes hang behind wooden furniture, calligraphy scrolls adorn the walls, and patterned wall hangings shimmer in the light. The room is still, quiet, bathed in soft daylight. No movement, no sound—only the lingering presence of tradition and silence.",
+          "A faint rustle draws attention as the central figure reappears around the same corner, emerging gradually into view. Only half of his body is visible—the vibrant yellow robe, one side of the red hat with its black feather, and a glimpse of his long tied-back hair—returning slowly, deliberately, into the frame.",
+          "The man stands fully in frame once more, identical to before: bright yellow robe with purple sleeves and collar, magenta undergarment, red hat with black feather and red ornament, long hair tied back. He faces forward, centered, stationary, as the scene holds steady, unchanged, complete."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the central figure maintain the same facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the robe worn by the central figure?",
+          "options": [
+            "A. Purple",
+            "B. Yellow",
+            "C. Blue",
+            "D. Red"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the red conical hat of the central figure consistently visible and unchanged in appearance?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the inner lining of the central figure's robe?",
+          "options": [
+            "A. Green",
+            "B. Pink",
+            "C. Purple",
+            "D. Orange"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the central figure's hair remain tied back under the hat throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Five men are present in the frame, appearing to be middle-aged or older adults, all male. The central figure wears a bright yellow robe with purple sleeves and collar, over a magenta undergarment, paired with a red hat featuring a black feather and a small red ornament on top; his hair is long and tied back. The other four wear matching dark maroon robes with blue accents and black belts, each adorned with a red hat topped with a gold knob. All hats have a similar design, suggesting official status. Their facial features vary—some have beards, others are clean-shaven. They stand in a line, facing forward, slightly angled toward the center. The setting is an indoor room resembling a traditional Chinese palace hall, with ornate blue and gold drapes, patterned wall hangings, framed calligraphy, and wooden furniture visible in the background. Natural light filters through sheer curtains, illuminating the scene evenly.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_706eb14f9529584488b0c725fae2e5e0"
+  },
+  {
+    "instance_id": "mem_openhumanvid_2c63fd486493484cbe55664f0a841010",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/2c63fd486493484cbe55664f0a841010.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman with long, dark brown hair styled loosely with bangs sits in a softly lit room, her face framed by strands of hair. She wears a cream-colored top with large navy blue polka dots, delicate silver dangling earrings, and looks intently to the right. Beside her, a man in a black shirt is partially visible but blurred, seated at a table against a backdrop of indistinct vertical lines suggesting window frames.",
+          "The woman rises slowly from her seat, turning slightly toward the background as she begins to walk away. Her polka-dotted top sways gently with her movement, and the silver earrings catch the dim light. She moves deeper into the room, her figure narrowing as she retreats into the shadows near the windowed wall.",
+          "The room remains still and quiet, the soft glow of natural light filtering through faint vertical lines on the wall. The table is empty now, the chair slightly askew. No trace of the woman remains—only the muted ambiance of the dimly lit interior, untouched and serene.",
+          "From the far end of the room, a silhouette emerges, walking steadily toward the camera. The outline of a woman becomes clearer—her long dark hair and the familiar shape of her polka-dotted top reappearing gradually as she steps forward from the shadowed background.",
+          "The woman stands fully in frame, her appearance unchanged: long dark brown hair with bangs, cream top with navy blue polka dots, and delicate silver earrings glinting softly. She is stationary, facing slightly to the right, her expression serious, just as before. The scene holds steady, complete."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hair color and style remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What pattern is visible on the woman's top?",
+          "options": [
+            "A. Stripes",
+            "B. Polka dots",
+            "C. Floral",
+            "D. Solid color"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the silver dangling earrings visible on both sides of the woman's face at all times?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the woman's facial expression change during the conversation?",
+          "options": [
+            "A. From serious to smiling",
+            "B. From neutral to concerned",
+            "C. From concerned to contemplative",
+            "D. Remains consistently serious"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman maintain eye contact with the man off-screen throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, a woman and a man, both appearing to be in their late thirties to early forties. The woman, positioned on the left side of the frame, has long, dark brown hair with bangs, styled loosely with some strands framing her face. She wears a cream-colored top with large navy blue polka dots, likely made of a soft fabric such as cotton or jersey. Her accessories include dangling silver earrings with a delicate design. Her expression is serious, mouth slightly open as if speaking, and she is looking toward the right side of the frame. The man, partially visible on the right, has short dark hair, a trimmed beard, and is wearing a black shirt; his face is blurred and out of focus. They appear to be seated indoors, possibly at a table, with a softly lit background featuring indistinct vertical lines—perhaps window frames or architectural details—suggesting a dimly lit room with natural light filtering through.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_2c63fd486493484cbe55664f0a841010"
+  },
+  {
+    "instance_id": "mem_openhumanvid_55bd81eb0a8cba94b80bd32a7b743d0c",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/55bd81eb0a8cba94b80bd32a7b743d0c.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A single middle-aged man stands centered, facing slightly right, his long gray beard and mustache framing a solemn face. He wears a traditional black Chinese official’s hat with a green jade-like ornament, a richly embroidered dark brown silk robe with swirling patterns, wide sleeves, and a high collar over a white inner layer. Behind him, a wooden-framed window with vertical bars and translucent paper panels diffuses soft natural light through light curtains.",
+          "The man begins to walk steadily toward the left, his heavy robe swaying slightly with each deliberate step. His hands remain folded at his sides as he moves, the intricate embroidery catching subtle light. Only half of his figure remains visible as he edges out of frame, the hat's jade ornament glinting faintly in the dim glow.",
+          "The room is now empty. The wooden-framed window with its vertical bars and translucent paper panels remains, softly lit by diffused daylight filtering through light-colored curtains. Shadows stretch gently across the floor, and the silence fills the space where the man once stood.",
+          "From the right side of the frame, the man re-enters, his dark robe and wide sleeves emerging first. The edge of his traditional black hat with its green jade ornament comes into view, followed by the curve of his long gray beard. He steps forward slowly, his presence returning with quiet purpose.",
+          "The man stands fully within the frame, centered and upright, facing slightly right. His long gray beard and mustache are unchanged, his dark hair neatly tucked beneath the black official’s hat adorned with the green jade ornament. He wears the same richly embroidered dark brown silk robe with wide sleeves and high collar over a white inner layer—every detail matching exactly as before. He stands still, solemn and composed."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the older man maintain the same facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main robe worn by the older man?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. Maroon",
+            "D. Black"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the green jewel on the older man's hat consistently visible in all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the older man's posture change during the interaction?",
+          "options": [
+            "A. He remains completely still",
+            "B. He turns his head and body to face the other person",
+            "C. He sits down",
+            "D. He bows deeply"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the intricate pattern on the older man's robe remain consistent when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single middle-aged man, appearing to be in his late 50s or early 60s, stands centered in the frame, facing slightly to the right. He has a full, long gray beard and mustache, with dark hair styled under a traditional black Chinese official’s hat adorned with a green jade-like ornament at the front. His clothing consists of a richly embroidered dark brown robe with intricate swirling patterns in darker thread, suggesting high status; the garment features wide sleeves and a high collar over a white inner layer. The fabric appears heavy and possibly silk. He wears no visible jewelry aside from the hat's ornament. His posture is upright but solemn, hands likely folded or at his sides. He stands indoors, in front of a wooden-framed window with vertical bars and translucent paper panels, partially covered by light-colored curtains. The lighting is soft and natural, diffused through the window, casting subtle shadows.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_55bd81eb0a8cba94b80bd32a7b743d0c"
+  },
+  {
+    "instance_id": "mem_openhumanvid_d97251b642ac468a1ad346fe3ae2dde4",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/d97251b642ac468a1ad346fe3ae2dde4.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A middle-aged man lies reclined on a hospital bed, his short black hair neatly styled, face marked by bruises and a small cut near his lower lip bleeding slightly. He wears a light green t-shirt with a faint white graphic beneath a blue zip-up jacket. His eyes are wide open, gazing upward. Two medical staff in white coats flank the bed, gripping its rails, under cool fluorescent lighting.",
+          "The man slowly sits up, pushing himself forward with deliberate motion, his body swaying slightly as he rises from the bed. He turns away from the camera, stepping toward the far end of the room, his back now visible as he walks deeper into the background, partially obscured by the edge of the frame.",
+          "The hospital room remains still—pale blue walls, teal flooring, and sterile white equipment. The bed is empty, the rails untouched. Fluorescent lights hum softly overhead. No movement, no sound. Only the quiet clinical space persists, devoid of human presence.",
+          "From the distant background, a figure emerges—slowly walking forward, silhouette growing clearer. The man’s dark hair and blue jacket become visible as he steps into the midground, one foot ahead of the other, approaching the camera with steady, measured steps.",
+          "The man stands fully in frame, centered and still. His short black hair is neatly styled, his face bears the same bruises and cut near the lip, blood trickling down. He wears the identical light green t-shirt with a faint white print beneath a blue zip-up jacket. He faces the camera, eyes wide, unchanged from the beginning."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's facial expression change from alert to dazed during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the t-shirt visible under the man's hoodie?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. White",
+            "D. Black"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the red marks on the man's face consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the man wearing on his upper body?",
+          "options": [
+            "A. A white shirt",
+            "B. A blue hoodie over a green t-shirt",
+            "C. A white lab coat",
+            "D. A red sweater"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's hair appear wet or dry throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features three individuals in a hospital setting. The central figure is a middle-aged man lying on a hospital bed, appearing to be in his late 30s or early 40s, with short black hair styled neatly. He has visible injuries—bruises and cuts on his face, including a small wound near his lower lip with blood trickling down. He wears a light green t-shirt with a faint white graphic print underneath a blue zip-up jacket. His posture is reclined, head resting on a white pillow, eyes wide open, facing upward toward the camera. Two medical staff members, partially visible, flank the bed—one on each side—wearing white lab coats and holding the bed’s white plastic railings. The background shows a clinical environment with pale blue walls, a teal floor, and fluorescent lighting casting a cool tone over the scene. No accessories are visible on the central figure.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_d97251b642ac468a1ad346fe3ae2dde4"
+  },
+  {
+    "instance_id": "mem_openhumanvid_21203e720304f439acdd21384f41584f",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/21203e720304f439acdd21384f41584f.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman in her late 30s or early 40s stands closely embraced with a man in a softly lit office. She has shoulder-length dark brown hair, a few strands framing her face, wearing a white blouse with thin black vertical stripes under a dark blazer. Her left wrist displays a sleek black watch with a metallic band, and she holds the blazer tightly around him.",
+          "The woman begins to step away, moving steadily toward the right side of the frame. Her body turns slightly, revealing more of her profile as she glides forward. The blazer drapes over her arm, and the watch catches the light as her hand lifts gently. Only half of her remains visible as she edges out.",
+          "The office space is now empty—bookshelves lined with books and binders stand quietly, a framed abstract painting hangs on the wall, and soft natural light filters through unseen windows. The air feels still, the embrace gone, leaving only the calm, untouched environment behind.",
+          "From the left edge of the frame, the woman re-enters slowly, her silhouette emerging into view. Her dark blazer appears first, followed by the curve of her shoulder and the flash of her watch. Her hair falls gently across her face as she steps forward, partially visible again.",
+          "The woman is fully back in frame, standing centered once more. Her shoulder-length dark brown hair frames her face, the white striped blouse beneath the dark blazer, and the sleek black watch gleams on her left wrist. She is exactly as before—still, poised, and complete."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When the woman turns her back to the camera, does her long dark hair remain visible?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the smartwatch worn by the woman?",
+          "options": [
+            "A. Silver",
+            "B. Black",
+            "C. Gold",
+            "D. Blue"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the white piece of paper still visible in the woman's left hand after she turns around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What pattern is visible on the woman's shirt?",
+          "options": [
+            "A. Polka dots",
+            "B. Stripes",
+            "C. Floral",
+            "D. Solid"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's facial expression remain consistent (showing emotion) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two people, one woman and one man, engaged in an intimate embrace. The woman, appearing to be in her late 30s or early 40s, has shoulder-length dark brown hair styled simply, with a few strands falling across her face. She wears a white blouse with thin black vertical stripes, visible beneath a dark blazer she is holding tightly around the man. Her left wrist bears a sleek black watch with a metallic band. The man, partially obscured, appears to be in his 30s, wearing a crisp white dress shirt and a dark suit jacket. His face is not fully visible. They are positioned centrally in the frame, facing each other closely, with the woman’s eyes closed and her head slightly tilted. The setting is an indoor office or study space, indicated by bookshelves filled with books and binders, a framed abstract artwork on the wall, and soft, natural lighting.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_21203e720304f439acdd21384f41584f"
+  },
+  {
+    "instance_id": "mem_openhumanvid_b2b0ef76cfdccecd40bb341e68450c82",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/b2b0ef76cfdccecd40bb341e68450c82.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman stands at the base of the grand wooden staircase, her long auburn hair cascading over her shoulders. She wears a tailored emerald green dress with lace trim, pearl earrings, and a vintage silver brooch pinned to her collar. Her hands rest gently on the polished railing, one holding a small leather-bound book. The warm light from the chandelier highlights her poised elegance.",
+          "She begins to ascend the staircase, stepping gracefully with each movement. Her dress flows softly against her legs as she climbs, the book held close to her chest. Only her back and upper body remain visible as she moves upward, disappearing slowly into the bright glow near the top window.",
+          "The staircase is now empty. Sunlight filters through the multi-paned window above, casting soft patterns across the teal and white paneling. The chandelier glimmers faintly, and the vintage lamp on the left emits a steady golden warmth. The air feels still, serene, untouched by motion.",
+          "A figure emerges from the top of the frame, descending the stairs. The silhouette reveals the same emerald green dress and flowing auburn hair, now catching the light as she steps down. Her form grows clearer with each step, the leather-bound book still clutched in her hand.",
+          "She reaches the bottom of the staircase, standing still once more. Her emerald green dress, lace trim, pearl earrings, and silver brooch are exactly as before. Her auburn hair falls naturally around her shoulders, and the book rests gently in her hands. She stands centered, composed, under the soft glow of the chandelier."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man maintain the same hairstyle (short dark hair) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the suit worn by the man in the video?",
+          "options": [
+            "A. Blue",
+            "B. Black",
+            "C. Gray",
+            "D. White"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing any visible accessories such as a watch, glasses, or a tie?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the man's posture change as he walks up the stairs?",
+          "options": [
+            "A. He starts upright and leans forward",
+            "B. He starts leaning forward and becomes upright",
+            "C. He maintains a consistent upright posture",
+            "D. He sits down on the stairs"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's clothing (black suit) appear consistent in color and style when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "There are no people visible in this frame. The image depicts an interior space featuring a grand wooden staircase with polished railings, ascending toward a bright, multi-paned window at the top. The walls are adorned with teal and white paneling, and a chandelier hangs above the stairs. A vintage-style table lamp with a cream shade sits on a surface to the left, casting a warm glow. Below the staircase, there is a low white shelf or counter. The lighting is soft and natural, filtering through the windows, creating a calm and elegant atmosphere. No individuals are present, so no details regarding age, gender, clothing, accessories, hair, or physical features can be provided. The environment suggests a stately home or mansion with classic architectural details.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_b2b0ef76cfdccecd40bb341e68450c82"
+  },
+  {
+    "instance_id": "mem_openhumanvid_e7d0455f70845b771957733ad8b9761f",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/e7d0455f70845b771957733ad8b9761f.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his early forties stands centered in a narrow urban alley, wearing a light gray dress shirt, dark trousers, and holding a navy blazer over his left arm. He has short, neatly styled black hair, a slim build, and a composed expression. Behind him, six others in formal attire watch attentively, framed by European-style architecture and parked cars under bright daylight.",
+          "The man begins to walk steadily toward the right side of the frame, his posture upright and purposeful. His navy blazer swings slightly with each step as he moves past the group, now partially obscured by the edge of the doorway. The others remain still, their attention fixed on his departure.",
+          "The man is completely out of view, leaving only the empty metal grate and wooden door in focus. The group remains motionless, silhouetted against the sunlit alley. Parked cars line the street, and the warm daylight casts soft shadows across the cobblestone ground.",
+          "From the left edge of the frame, the man re-enters, stepping into view with measured confidence. Only his torso and face are visible at first, the navy blazer draped over his arm. His short black hair catches the light as he walks forward, approaching the center of the scene.",
+          "The man is fully back in frame, standing exactly where he began. He wears the same light gray dress shirt, dark trousers, and carries the navy blazer. His short black hair is neat, his expression calm. The group behind him watches silently as he stands still, perfectly matching his original appearance."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the light blue shirt have a beard when he turns to face the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by the main person in the video?",
+          "options": [
+            "A. Gray",
+            "B. Blue",
+            "C. Light Blue",
+            "D. White"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man in the light blue shirt wearing glasses both before and after turning around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the hairstyle of the man in the light blue shirt?",
+          "options": [
+            "A. Short and curly",
+            "B. Long and wavy",
+            "C. Short and straight",
+            "D. Braided"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man in the light blue shirt maintain the same facial expression (neutral) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image shows seven individuals standing in an urban outdoor setting, likely a narrow street or alleyway between buildings. Six people are visible outside the doorway, facing inward toward a man entering the frame from the right; one person is partially visible on the left edge of the frame. Ages range from late 30s to early 60s, with mixed genders—four men and three women. The central figure, a man in his 40s, wears a light gray dress shirt, dark trousers, and carries a navy blazer. He has short black hair and a slim build. To his right, a bearded man in a blue suit, white shirt, and sunglasses claps enthusiastically. Others wear formal attire: a woman in a black polka-dot dress, another in a white top with a blue jacket, and two men in suits. Accessories include glasses, a crossbody bag, and a briefcase. Hair colors vary from black to gray, styled neatly. They stand on a metal grate near a wooden door, with European-style architecture and parked cars in the background under daylight.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_e7d0455f70845b771957733ad8b9761f"
+  },
+  {
+    "instance_id": "mem_openhumanvid_a2aa35dcc2c8c3bd5d29bdbaea8e4bf5",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/a2aa35dcc2c8c3bd5d29bdbaea8e4bf5.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A bald Black man in his late 50s to early 60s sits diagonally, facing lower right, wearing thin-rimmed oval glasses with a reflective surface. He’s dressed in a dark charcoal wool suit jacket over a crisp white dress shirt and a subtly shiny gold tie. His posture is forward-leaning, engaged, with defined jawline and calm expression under soft ambient lighting.",
+          "The man slowly rises from his seat, turning slightly toward the background. He walks steadily deeper into the dimly lit space, his silhouette receding as he moves past blurred vertical grates. Only his back and shoulders remain visible, fading into the shadows near the glowing blue-white screen.",
+          "The frame is now empty—no figure in sight. The background remains unchanged: vertical bars softly illuminated, the data feed glowing faintly with indistinct patterns. Shadows stretch across the floor, and the ambient light casts quiet depth, emphasizing stillness and absence.",
+          "From the far edge of the background, a figure emerges—first just a hint of dark fabric, then the gold sheen of a tie catching light. The man walks forward, partially framed, his silhouette growing clearer as he approaches from the depths of the dim corridor.",
+          "The man stands fully in frame, identical to before—bald head, thin-rimmed oval glasses reflecting light, dark suit jacket, crisp white shirt, and gold tie with subtle shine. His posture is slightly leaned forward, face calm and composed, seated once again in the same position, stationary and present."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the bald man maintain his bald head appearance throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the frames of the glasses worn by the man?",
+          "options": [
+            "A. Black",
+            "B. Silver",
+            "C. Brown",
+            "D. Transparent"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's facial expression consistent throughout the video, or does it change?",
+          "options": [
+            "Consistent",
+            "Changes"
+          ],
+          "answer": "Changes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the man's suit jacket?",
+          "options": [
+            "A. Dark gray",
+            "B. Black",
+            "C. Navy blue",
+            "D. Charcoal"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's tie remain visible and unchanged in color and style throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two men, with the primary focus on a bald Black man in his late 50s to early 60s, wearing thin-rimmed oval glasses with a reflective surface. He is dressed in a dark suit jacket, likely black or charcoal wool, over a crisp white dress shirt and a gold-colored tie with a subtle sheen. His posture is slightly leaned forward, suggesting engagement in conversation, and he is seated, facing diagonally toward the lower right of the frame. To his left, partially out of focus, is another man—light-skinned, possibly middle-aged—with short hair, visible only from the side of his face. The background is dimly lit, featuring blurred vertical bars or grates and a glowing screen displaying indistinct blue-white imagery, possibly a map or data feed. Ambient lighting casts soft shadows on the main subject’s face, emphasizing his defined jawline and calm expression.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_a2aa35dcc2c8c3bd5d29bdbaea8e4bf5"
+  },
+  {
+    "instance_id": "mem_openhumanvid_bfcdf8f86553f18373f9e3cd3b641ff8",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/bfcdf8f86553f18373f9e3cd3b641ff8.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman in her late 30s to early 40s stands slightly leaning forward, her shoulder-length dark brown hair softly framing her face. She wears a pale pink sleeveless dress with delicate lace-trimmed short sleeves and two front pockets. Her hands are clasped gently, and she smiles warmly in the brightly lit modern kitchen, where red lanterns hang and potted plants add greenery.",
+          "The woman begins to walk steadily toward the right side of the frame, her pale pink dress swaying slightly with each step. Her smile remains as she moves, her dark brown hair catching the light. Only half of her body is visible now, her form gradually disappearing behind the edge of the frame.",
+          "The kitchen remains still and bright, bathed in natural light streaming through sheer curtains. Red Chinese lanterns dangle above, potted plants thrive on the counter, and bar stools line the island. The framed portrait glows softly, and the yellow handbag rests near the seated woman, who continues to smile at her bowl.",
+          "From the left side of the frame, a figure emerges—just the edge of a pale pink sleeve and a glimpse of dark brown hair. The woman steps slowly into view, her lace-trimmed dress beginning to appear. Her movement is calm and deliberate, returning to the center of the warm, sunlit space.",
+          "The woman is fully back in frame, standing slightly leaned forward with her hands clasped. Her shoulder-length dark brown hair falls naturally, and she wears the same pale pink sleeveless dress with lace-trimmed short sleeves and two front pockets. She smiles warmly, exactly as before, stationary and present in the bright, inviting kitchen."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's red headband remain visible throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the top worn by the main person in the video?",
+          "options": [
+            "A. Blue",
+            "B. Pink",
+            "C. Red",
+            "D. Green"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the green bangle on the woman's left wrist consistently visible in all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of garment is the woman wearing over her blue top?",
+          "options": [
+            "A. Jacket",
+            "B. Cardigan",
+            "C. Vest",
+            "D. Scarf"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's hairstyle (hair tied back) remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Three individuals are present in a brightly lit, modern kitchen or dining area. On the left, a woman in her late 30s to early 40s with shoulder-length dark brown hair wears a pale pink sleeveless dress with lace-trimmed short sleeves and two front pockets; she stands slightly leaning forward, hands clasped, smiling. In the center, a man in his 50s with short black hair wears a dark navy t-shirt and gray pants; he leans over a table, looking down at a bowl. On the right, an older woman in her 60s with dark hair pulled back by a red headband wears a dark blue floral-patterned top under a red vest and a pink collar; she sits at the table, smiling, with a green bracelet on her wrist. She holds a spoon in a white bowl. A yellow handbag rests near the seated woman. The background includes potted plants, red Chinese lantern decorations, a framed portrait of a woman, bar stools, and a countertop with jars and bottles. Natural light streams through curtains.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_bfcdf8f86553f18373f9e3cd3b641ff8"
+  },
+  {
+    "instance_id": "mem_openhumanvid_83b3cedecab05d08da8fb96abf7774a0",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/83b3cedecab05d08da8fb96abf7774a0.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Inside a car with tan leather seats, two young adults sit in the front. The person on the left has dark brown hair in a messy bun, loose strands framing her face, wearing a cream-colored short-sleeved top with faint polka dots. The person on the right, driving, has short dark hair, a \"55\" tattoo on his neck, and wears a muted plaid shirt over a dark undershirt. Rain streaks the windows, soft daylight illuminating the scene.",
+          "The driver slowly lifts his hands from the steering wheel, shifting his body toward the open door. He begins to rise, moving upward and out of frame, his plaid shirt and tattooed neck visible as he ascends a ramp just beyond the car’s edge, partially obscured by rain-blurred glass.",
+          "The car remains still, empty in the front seat. Tan upholstery glistens under natural light. Raindrops trail down the windshield, blurring the green landscape outside. The steering wheel rests untouched. Silence fills the space where the driver once sat, only the steady patter of rain breaking the quiet.",
+          "A figure descends from above, stepping into view from the top of the frame. The lower half of the man's body appears first—his plaid shirt and jeans visible—then his hands return to the steering wheel. His neck tattoo comes into sight as he lowers himself back into the driver’s seat.",
+          "The driver is fully seated again, hands resting on the wheel. His short dark hair, \"55\" tattoo, and layered plaid shirt are clearly visible. The woman beside him remains unchanged—her messy bun, loose strands, and cream polka-dot top exactly as before. Both are still, framed by rain-streaked windows and soft daylight."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hair remain tied in a bun throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the woman's top?",
+          "options": [
+            "A. Blue",
+            "B. Black",
+            "C. White",
+            "D. Gray"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the small hoop earrings visible on the woman's left ear throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the woman's facial expression change over time?",
+          "options": [
+            "A. From smiling to serious",
+            "B. From neutral to distressed",
+            "C. From contemplative to surprised",
+            "D. Remains calm and consistent"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the woman's white top with blue floral patterns visible and unchanged from start to finish?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two individuals are seated inside a vehicle, both appearing to be in their late teens or early twenties. The person on the left, likely female, has dark brown hair tied into a messy bun with loose strands framing her face; she wears a light-colored, possibly cream or off-white, short-sleeved top with small, faint polka dots. Her posture is relaxed, facing slightly forward but looking toward the right side of the frame. The person on the right, likely male, has short dark hair and a visible tattoo of \"55\" on the left side of his neck, along with another small mark beneath it. He wears a long-sleeved plaid shirt in muted tones of beige, blue, and gray, layered over a darker undershirt. His hands rest on the steering wheel, suggesting he is driving. Both are seated in the front seats of a car with tan interior; raindrops streak the windows, blurring the green landscape outside. Natural daylight filters through, creating soft illumination.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_83b3cedecab05d08da8fb96abf7774a0"
+  },
+  {
+    "instance_id": "mem_openhumanvid_598a47450ab89ffa918d5e99a23920f2",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/598a47450ab89ffa918d5e99a23920f2.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman stands center frame, dressed in a tailored crimson silk qipao with intricate gold embroidery along the collar and sleeves. Her long, dark hair is styled in a sleek low bun, adorned with a delicate pearl hairpin. She wears subtle gold earrings and holds a small red clutch with a silver clasp, standing poised before the purple velvet curtain bearing golden Chinese characters.",
+          "The woman begins to walk steadily toward the right side of the frame, her movements graceful and deliberate. The hem of her qipao sways slightly with each step, and the red clutch remains held close to her side as she moves out of view, only her left shoulder and arm visible at the edge of the frame.",
+          "The stage is now empty. The rich purple velvet curtain fills the frame, its diagonal folds catching the light. The golden characters \"盛女作戰自由行\" gleam brightly above the logo \"好華旅行社,\" while the ornate gold trim glints subtly at the edges. The gray curtain to the left remains still, and no movement disturbs the scene.",
+          "From the left edge of the frame, a sliver of crimson silk reappears—first the sleeve of the qipao, then the curve of her shoulder. The red clutch becomes visible as she steps forward, her silhouette emerging slowly into the light, the pearl hairpin catching a glint as she continues to enter.",
+          "The woman stands fully in frame once more, centered and still. Her crimson silk qipao with gold embroidery, sleek low bun with pearl hairpin, gold earrings, and red clutch are exactly as before. She faces forward, composed and poised, against the backdrop of the purple velvet curtain and glowing golden text."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man with glasses maintain his smile throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of eyewear does the main person wear?",
+          "options": [
+            "A. Contact lenses",
+            "B. Sunglasses",
+            "C. Black-rimmed glasses",
+            "D. No glasses"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's dark suit jacket consistently visible as he sits at the table?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What color is the shirt under the man's suit jacket?",
+          "options": [
+            "A. Blue",
+            "B. Red",
+            "C. White",
+            "D. Gray"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's hairstyle change at any point during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "There are no visible people in this frame. The image displays a richly textured purple velvet curtain with diagonal folds, serving as a backdrop for large golden Chinese characters reading \"盛女作戰自由行\" and a logo beneath them that says \"好華旅行社\" (Hao Hua Li Travel Agency Ltd.). The background includes hints of ornate gold trim on the edges and a partially visible gray curtain to the left, suggesting a stage or theatrical setting. The lighting is even and bright, highlighting the texture of the fabric and the reflective quality of the text and logo. No individuals, clothing, accessories, hair, or physical features are present or discernible in this still.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_598a47450ab89ffa918d5e99a23920f2"
+  },
+  {
+    "instance_id": "mem_openhumanvid_995567eab15684b2bc9227f6918c661e",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/995567eab15684b2bc9227f6918c661e.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late thirties to early forties stands close to the camera, filling the frame. He has a light brown complexion, short dark brown hair swept back with a slight side part, and wears thick black-rimmed rectangular glasses resting low on his nose. Dressed in a crisp muted brown collared shirt, he gazes downward with a faint smirk, set against a dimly lit office backdrop featuring a blurred white blueprint pinned to a dark wall.",
+          "The man begins to shift forward, stepping slowly toward the right side of the frame. His body angles slightly as he moves, the edge of his shoulder and collar still visible. His expression remains contemplative, eyes glancing down, while the dim ambient lighting casts soft shadows across his face and shirt.",
+          "The man is now completely obscured by a large, dark pillar that rises from the floor, blocking the entire view. Only the cool-toned office environment remains—dark walls, faint outlines of furniture, and the white blueprint hanging motionless in the hazy background, illuminated by subtle overhead lights.",
+          "From behind the pillar, the man starts to emerge on the left side of the frame. First, the tip of his collar appears, followed by the curve of his shoulder and the edge of his glasses. His movement is deliberate, slow, as he steps into view, the faint smirk returning to his lips.",
+          "The man is fully back in frame, standing in the same position as before. He wears the same muted brown collared shirt, neatly pressed, with the crisp collar visible. His dark brown hair is swept back, and the thick black-rimmed glasses sit low on his nose. His expression holds a subtle smirk, eyes looking down and slightly toward the camera, the dim office backdrop unchanged behind him."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the video maintain the same hairstyle throughout the clip?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the frames of the glasses worn by the man?",
+          "options": [
+            "A. Black",
+            "B. Brown",
+            "C. Silver",
+            "D. Blue"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's facial expression consistently neutral to slightly smiling across all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the color of the man's collared shirt?",
+          "options": [
+            "A. White",
+            "B. Beige",
+            "C. Gray",
+            "D. Tan"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's stubble (chin and cheeks) appear consistently in every frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features one adult male, appearing to be in his late thirties to early forties, with a light brown complexion and a lean facial structure. He wears black-rimmed rectangular glasses with thick frames, which sit slightly low on his nose. His dark brown hair is short, neatly styled, and swept back from the forehead, with a slight side part. He is dressed in a muted brown or beige collared shirt made of a smooth, possibly cotton-blend fabric; the collar is visible and appears crisp. No jewelry or additional accessories are noticeable. His expression is subtle, with a faint smirk and eyes looking downward and slightly toward the camera, suggesting contemplation or mild amusement. He is positioned close to the camera, filling most of the frame, angled slightly from the left side. The background is dimly lit and blurred, showing a dark wall with what appears to be a white diagram or blueprint pinned to it, indicating an indoor setting—possibly an office or workspace—with cool-toned ambient lighting.",
+      "exit_plan": {
+        "exit": "steps behind a large foreground object (pillar, wall, or vehicle) blocking the view entirely",
+        "return": "emerges from the other side of the occluding object"
+      }
+    },
+    "task_id": "mem_openhumanvid_995567eab15684b2bc9227f6918c661e"
+  },
+  {
+    "instance_id": "mem_openhumanvid_89eb24aae5fb32f897ee3c7e82be71bd",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/89eb24aae5fb32f897ee3c7e82be71bd.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young man stands in the foreground, his slender frame draped in a light gray silk robe with a high collar, exuding ancient nobility. His dark hair is slicked back into a precise topknot beneath an ornate silver filigree headdress, accented by a gleaming yellow pin. His expression is serious, eyes fixed to the right, as blurred greenery and stone architecture frame the overcast outdoor terrace.",
+          "The young man turns slowly, stepping away from the camera with measured grace. His robes flow gently as he walks deeper into the background, his silver headdress catching faint light. Only his back and the curve of his shoulders remain visible as he moves toward the distant edge of the terrace.",
+          "The terrace is now empty—only the stone railing, misty green foliage, and soft architectural details remain under the overcast sky. The air feels still, the scene quiet, with no trace of movement or presence, just the lingering atmosphere of a historical moment suspended in time.",
+          "From the far background, a figure begins to emerge—slowly, deliberately. The silhouette of a young man in light gray robes appears at the edge of the frame, his silver headdress glinting as he steps forward. His form grows clearer, approaching steadily from the depth of the terrace.",
+          "The young man stands fully in frame, identical to before—light gray silk robe, high collar, dark topknot secured beneath the intricate silver filigree headdress with its yellow pin. His expression remains serious, gaze steady. He is motionless, perfectly anchored in place, as if time itself has returned him unchanged."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man wearing the golden helmet have the same hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the primary material of the helmet worn by the main subject?",
+          "options": [
+            "A. Gold",
+            "B. Silver",
+            "C. Bronze",
+            "D. Copper"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the black strap visible under the chin of the man in the golden helmet?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the main color of the fur-like lining inside the helmet?",
+          "options": [
+            "A. Brown",
+            "B. Black",
+            "C. Gray",
+            "D. Purple"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man in the golden helmet maintain a consistent facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, with one prominently in the foreground and another partially visible on the right side. The main subject is a young man, approximately 20–25 years old, with a slender build and fair complexion. He wears a traditional Chinese-style headdress adorned with intricate silver filigree and a yellow decorative pin, suggesting a historical or noble role. His dark hair is neatly styled in an ancient topknot, slicked back and secured beneath the headpiece. He is dressed in a light gray garment with a high collar, likely made of silk or fine linen, indicative of period attire. His expression is serious, eyes focused intently to his right. The second person, seen only from the shoulder and reddish-brown hair, appears to be facing him. They are outdoors, possibly on a balcony or terrace, with blurred greenery and architectural elements in the background under overcast lighting.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_89eb24aae5fb32f897ee3c7e82be71bd"
+  },
+  {
+    "instance_id": "mem_openhumanvid_240414c90498f1f8fe1412d2967da618",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/240414c90498f1f8fe1412d2967da618.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young woman lies on her back on a blue and cream floral pillow, her dark shoulder-length hair loosely framing her face. She wears a black satin-like button-down shirt, partially unbuttoned at the top. Two white bandages cover wounds above her right eyebrow and near her left cheekbone, with faint redness and scarring visible. A small cut marks her neck. Her gaze drifts upward and to the right, eyes half-lidded in quiet contemplation.",
+          "Slowly, she lifts her head and pushes herself up from the pillow, her movements deliberate and steady. Her body shifts sideways toward the left edge of the frame, one arm extending forward as she begins to rise. Her silhouette fades slightly into shadow as she moves out of view, only her lower torso and legs still visible.",
+          "The frame is now empty—only the dimly lit background remains. The dark blue fabric with ornate floral patterns stretches across the scene, undisturbed. Soft shadows linger where her body once rested. The floral pillow sits untouched, the cool-toned lighting casting gentle contrasts across the textures.",
+          "From the right side of the frame, a sliver of movement appears—a glimpse of dark hair and the edge of a black satin shirt. She steps cautiously into view, one foot placing down gently on the fabric. Her form grows clearer as she advances, her posture upright but measured, returning slowly to center.",
+          "She stands fully within the frame, facing forward, her appearance identical to before. Dark hair falls loosely over her shoulders, the black satin shirt unbuttoned at the collar. Bandages remain above her right eyebrow and near her left cheekbone, the neck wound still visible. Her gaze is directed upward and to the right, calm and still, as if nothing has changed."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's facial expression remain consistently neutral throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How many adhesive bandages are visible on the woman's face and neck in the video?",
+          "options": [
+            "A. Three",
+            "B. Four",
+            "C. Five",
+            "D. Six"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the red marks on the woman's neck consistent in appearance across all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the woman's shirt?",
+          "options": [
+            "A. White",
+            "B. Black",
+            "C. Blue",
+            "D. Red"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's head position change significantly during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single young woman, appearing to be in her late teens or early twenties, lies on her back on a patterned blue and cream floral pillow. She has dark, shoulder-length hair loosely styled, with some strands falling across her forehead. Her face shows signs of injury: two white adhesive bandages are placed above her right eyebrow and near her left cheekbone, and there is visible redness and minor scarring around the wound sites. A small cut is also noticeable on her neck. She wears a black satin-like shirt with a button-down collar, partially unbuttoned at the top. Her posture is relaxed but passive, suggesting she may be recovering or unconscious. The lighting is dim and cool-toned, casting soft shadows across her face. The background consists of dark blue fabric with ornate floral designs, possibly part of a bed or couch. No accessories or props are visible, and her gaze is directed slightly upward and to the right, indicating awareness or contemplation.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_240414c90498f1f8fe1412d2967da618"
+  },
+  {
+    "instance_id": "mem_openhumanvid_784aff1067931694c7be27bd7b91b733",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/784aff1067931694c7be27bd7b91b733.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman in her late twenties or early thirties stands centered in a dimly lit interior space, her dark shoulder-length hair neatly pulled back from her face. She wears a simple high-necked black blouse, no jewelry, no accessories. Her fair skin is softly illuminated on one side, shadows deepening the other. Her expression is serious, eyes fixed forward, lips slightly parted, conveying quiet intensity.",
+          "She begins to turn slowly to her right, her movement deliberate and measured. The edge of her black blouse brushes against the frame as she pivots away. Her hair shifts subtly with the motion, her gaze still directed forward, unblinking. The light catches the curve of her jaw as she moves toward the corner, partially disappearing from view.",
+          "The corner is now empty. Only the dark, indistinct background remains—shadows pooling in the corners, faint outlines of walls meeting at a sharp angle. The ambient lighting casts a soft glow on the textured surface near the floor, but no trace of the person remains. Silence fills the space.",
+          "From the same corner, a sliver of dark hair emerges, followed by the edge of her black blouse. She rounds the bend slowly, reappearing inch by inch. Her silhouette grows clearer as she steps into the light, her posture upright, her face still obscured by the angle. The scene breathes with anticipation.",
+          "She is fully back in frame, standing exactly where she began. Her dark shoulder-length hair is neatly pulled back, her black high-necked blouse pristine, no accessories visible. Her fair skin glows softly under the directional light, shadows framing one side of her face. Her expression remains serious, eyes steady, lips slightly parted—identical to the moment she first appeared. She stands still, poised."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's eye color appear consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What direction does the woman turn her head during the video?",
+          "options": [
+            "A. Left",
+            "B. Right",
+            "C. Up",
+            "D. Down"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the lighting on the woman's face consistent, highlighting the same areas (forehead and nose) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How would you describe the woman's hairstyle in the video?",
+          "options": [
+            "A. Long and loose",
+            "B. Short and pulled back",
+            "C. Wavy and shoulder-length",
+            "D. Braided"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's facial expression remain neutral and unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features a single individual, a woman appearing to be in her late twenties or early thirties. She has dark, shoulder-length hair styled neatly, pulled back from her face, with no visible accessories such as jewelry or headwear. Her facial features include a straight nose, full lips slightly parted, and expressive dark eyes that are gazing directly forward with a serious, contemplative expression. She appears to have fair skin with subtle natural makeup, emphasizing her eyes. No clothing details are visible due to the close-up framing, which focuses tightly on her face and upper neck. Her posture is upright, suggesting attentiveness or tension. The background is dark and indistinct, likely an interior space with low ambient lighting, creating shadows across one side of her face while the other is softly illuminated, possibly by a directional light source off-camera. The overall atmosphere is somber and intimate, emphasizing her emotional state.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_784aff1067931694c7be27bd7b91b733"
+  },
+  {
+    "instance_id": "mem_openhumanvid_61b0ad2b7871543b8529bfe4e9d62751",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/61b0ad2b7871543b8529bfe4e9d62751.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late twenties, dressed in a richly embroidered red robe with intricate gold patterns and a soft pink inner collar, stands solemnly. His dark hair is neatly pulled back, revealing a somber face streaked with tears. Beside him, a woman rests her head on his shoulder, adorned with an ornate golden hairpin set with blue gemstones, her elaborate black updo signifying noble status. The warm, blurred orange-red background glows like fire, casting emotional light on their intimate sorrow.",
+          "The man slowly turns to the left, his red robe flowing with deliberate grace as he begins to walk out of frame. His tear-streaked face remains visible for a moment, eyes downcast, before only the edge of his sleeve and the curve of his shoulder linger at the left boundary of the shot.",
+          "The frame now holds only the warm, fiery orange-red backdrop, softly blurred and glowing like embers. No figures remain—just the lingering warmth and texture of the scene, untouched by movement, silent and still, evoking absence and quiet tension.",
+          "From the right side of the frame, the edge of a rich red robe reappears, followed by the man’s shoulder and the glint of gold embroidery. He steps forward steadily, his dark hair tied back, the corner of his tear-streaked face emerging into view as he returns from the shadows.",
+          "The man stands fully in frame once more, wearing the same intricately patterned red robe with gold thread and pink inner collar. His dark hair is neatly pulled back, tears still tracing his cheeks, and beside him, the woman rests her head on his shoulder, her golden hairpin with blue gems gleaming. They are still, rooted in the same moment of sorrow under the warm, fiery glow."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the red robe maintain the same hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the robe worn by the man in the video?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. Red",
+            "D. Yellow"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is there a tear visible on the man's face during the entire duration of the clip?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the background behind the man?",
+          "options": [
+            "A. Orange",
+            "B. Yellow",
+            "C. Red",
+            "D. Green"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression remain consistently sad or pained throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, a man and a woman, both appearing to be in their late twenties or early thirties. The man, positioned centrally, wears a richly embroidered red robe with gold patterns and a pink inner collar, suggesting traditional East Asian attire, possibly from a historical drama. His dark hair is styled neatly, pulled back from his face, and he has a somber expression with visible tears streaming down his cheeks. He gazes downward toward the woman beside him, whose head rests gently against his shoulder. She wears an ornate golden hairpin with blue gemstones, indicating a high social status. Her black hair is styled in an elaborate updo typical of ancient Chinese nobility. The background is a warm, blurred orange-red hue, likely representing a fiery scene or dramatic lighting, enhancing the emotional intensity. The lighting highlights the man’s face and the texture of their garments, emphasizing the intimacy and sorrow of the moment.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_61b0ad2b7871543b8529bfe4e9d62751"
+  },
+  {
+    "instance_id": "mem_openhumanvid_d900fb214e8ef58e8218bb594fdf7028",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/d900fb214e8ef58e8218bb594fdf7028.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman with short, dark brown curly hair styled in a vintage fashion, adorned with a delicate hairpin, stands beside a man near a sunlit window. She wears a teal coat over a beige, red, and white striped scarf, pearl earring glinting, bold red lipstick accentuating her lips. The man, in a light gray cardigan over a cream vertically striped shirt, gazes downward as she looks toward him, their closeness suggesting quiet tension.",
+          "The woman begins to turn away, stepping forward toward the staircase behind them. Her teal coat sways slightly as she ascends, one foot rising onto the first step. Her profile remains visible, hair catching the light, while the man stays rooted, his expression unchanged, watching her move out of frame.",
+          "The staircase now empty, sunlight streams through the large window, illuminating the greenery outside. The space where they stood is still, quiet, only the faint echo of movement lingering. The room feels suspended—no figures, no motion, just stillness and natural light filling the interior.",
+          "From the top of the staircase, a figure descends slowly into view. First, the edge of a teal coat appears, then a glimpse of the striped scarf and curling dark hair. The woman’s silhouette grows clearer as she steps down, her presence returning gradually, the scene reawakening with her return.",
+          "The woman stands fully in frame, her appearance unchanged—short curly dark brown hair with a decorative hairpin, teal coat, striped scarf in beige, red, and white, pearl earring, bold red lipstick. She faces the man once more, still and composed, the moment restored exactly as it began."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hairstyle remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the man's outer garment?",
+          "options": [
+            "A. Blue",
+            "B. Gray",
+            "C. White",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman wearing the same earrings throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the man's shirt underneath the cardigan?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. White",
+            "D. Beige"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man maintain the same facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, a woman on the left and a man on the right, both appearing to be in their late 30s to early 40s. The woman has short, dark brown, curly hair styled in a vintage fashion with a decorative hairpin; she wears a teal coat over a striped scarf in beige, red, and white, paired with a pearl earring. Her makeup includes bold red lipstick. The man has short black hair, a neutral expression, and is dressed in a light gray cardigan over a cream-colored, vertically striped dress shirt. He appears slightly heavier set and stands close to the woman. They are positioned indoors near a large window with natural daylight illuminating the scene; greenery is visible outside. The woman looks toward the man, who gazes downward, suggesting a moment of contemplation or tension. No props are held, but their proximity indicates an intimate or serious interaction.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_d900fb214e8ef58e8218bb594fdf7028"
+  },
+  {
+    "instance_id": "mem_openhumanvid_4576a9b26e38a6e01d0ab43a2c804bd7",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/4576a9b26e38a6e01d0ab43a2c804bd7.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late twenties or early thirties sits upright inside a dimly lit vehicle, his short dark hair neatly styled and face clean-shaven. He wears a crisp white shirt beneath a dark jacket, with a large black over-ear headset around his neck, microphone angled toward his mouth. His gaze is fixed downward, focused intently on something out of frame, the ambient blue-gray light casting subtle shadows across his features.",
+          "The man shifts slightly, pushing himself up from the seat and turning toward the right side of the frame. His movements are deliberate and controlled as he rises, the headset remaining securely in place. Only his torso and shoulder remain visible as he steps forward, disappearing gradually behind the edge of the frame.",
+          "The interior of the vehicle remains in view—dashboard illuminated faintly, steering wheel centered, and a blurred figure in similar gear seated in the background. The circular transparent scope in the foreground glows softly under the low light, emphasizing the quiet tension of the scene. No movement, no presence—only stillness and anticipation.",
+          "From the left side of the frame, a dark silhouette emerges, stepping into view with measured precision. The edge of a dark jacket appears first, followed by the sleek outline of the headset and the top of a white shirt. The man continues to walk forward, his form becoming more defined as he re-enters the space.",
+          "The man stands fully within the frame, posture upright and expression focused, just as before. His short dark hair is unchanged, the white shirt crisp under the dark jacket, and the professional-grade headset rests firmly around his neck. He faces forward, motionless, the ambient blue-gray light highlighting every detail exactly as seen at the start."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hairstyle change from short black hair to a different style during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt visible under the jacket?",
+          "options": [
+            "A. Blue",
+            "B. White",
+            "C. Gray",
+            "D. Beige"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing the same orange-brown watch on his left wrist throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of headphones does the man have around his neck?",
+          "options": [
+            "A. In-ear",
+            "B. Over-ear",
+            "C. Bone conduction",
+            "D. Wireless"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression remain consistent while he is on the phone?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single male individual, appearing to be in his late twenties or early thirties, is seated inside a vehicle, likely a car or specialized vehicle given the visible steering wheel and dashboard elements. He has short, dark black hair styled neatly, with a clean-shaven face and a focused expression. He wears a white shirt underneath a dark jacket, though only the upper torso is visible. Around his neck is a large, black over-ear headset with a microphone extending toward his mouth, suggesting communication or monitoring activity. The headset appears professional-grade, possibly used for tactical or operational purposes. His posture is upright, leaning slightly forward as he looks downward, concentrating on something out of frame. The environment is dimly lit, with ambient blue-gray lighting indicating nighttime or low-light conditions. In the foreground, a circular transparent object—possibly a scope or part of equipment—is partially visible, adding to the technical atmosphere. The background is blurred but shows another person wearing similar gear, hinting at a team operation.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_4576a9b26e38a6e01d0ab43a2c804bd7"
+  },
+  {
+    "instance_id": "mem_openhumanvid_7bda0fd8f6ce9ad0df725fb277d41615",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/7bda0fd8f6ce9ad0df725fb277d41615.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman with shoulder-length dark brown hair sits at a wooden kitchen table, wearing a gray long-sleeved V-neck sweater over a black undershirt and blue jeans. Her posture is relaxed yet expressive, hands gesturing mid-conversation. A white mug rests before her, and natural light bathes the room, highlighting white cabinets, a yellow teapot on the stove, and decorative plates on the wall.",
+          "The seated woman rises slowly from the chair, turning to her left as she begins walking out of frame. Her gray sweater sways gently with each step, and her dark hair falls loosely around her shoulders. The background remains still—only her movement draws focus as she exits toward the left edge of the frame.",
+          "The kitchen is now empty of the woman. Sunlight streams through large windows, illuminating the white cabinets, yellow teapot, and patterned plates. The white mug sits untouched on the table, and the younger woman in the pink shirt continues washing dishes at the sink, unaware of the absence.",
+          "A figure re-enters the frame from the right, stepping into view with steady purpose. The gray long-sleeved sweater and dark brown hair are visible first, followed by the blue jeans. She walks calmly toward the center, her presence returning gradually to the warm, sunlit kitchen space.",
+          "The woman stands fully in frame, centered at the table once more. Her shoulder-length dark brown hair frames her face, and she wears the same gray V-neck sweater over a black undershirt and blue jeans. The white mug remains untouched beside her. The kitchen glows with soft daylight, and she stands still, poised and present."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When the woman in the grey sweater stands up and turns away from the camera, does her long brown hair remain visible?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the jeans worn by the woman in the grey sweater?",
+          "options": [
+            "A. Black",
+            "B. Blue",
+            "C. Green",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the woman in the grey sweater still have the same long brown hair when she turns back to face the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What object is the woman in the grey sweater holding before she stands up?",
+          "options": [
+            "A. A book",
+            "B. A phone",
+            "C. A white mug",
+            "D. A remote control"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the woman in the grey sweater wearing the same grey sweater both before and after she stands up?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two women are present in a well-lit kitchen. The foreground woman, approximately 35–40 years old, has shoulder-length dark brown hair and is seated at a table, facing slightly to her right with an expressive gesture. She wears a gray long-sleeved V-neck sweater over a black undershirt and blue jeans. Her posture is relaxed yet animated, suggesting she is mid-conversation. In the background, a younger woman, likely in her late teens or early twenties, stands at the sink, wearing a pink button-up shirt and light beige pants. Her hair is pulled back in a ponytail. The kitchen features white cabinets, a yellow teapot on the stove, decorative plates on the wall, and natural light streaming through large windows. A white mug rests on the table near the seated woman, and various kitchen items like bottles and a cutting board are visible. The lighting is soft and warm, indicating daytime.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_7bda0fd8f6ce9ad0df725fb277d41615"
+  },
+  {
+    "instance_id": "mem_openhumanvid_742495876ba9f32bc0d45179f29107d6",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/742495876ba9f32bc0d45179f29107d6.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young adult male stands in sharp focus, his dark hair neatly tied into a topknot with two braided strands framing his face. He wears a cream tunic beneath a dark green scarf, layered under a grayish-black segmented armor vest with brown leather trim and cross-stitch patterns. A red outer garment drapes over one shoulder. His expression is intense, eyes fixed on the blurred figure before him.",
+          "The man begins to move forward, stepping slowly toward a massive stone pillar that looms in the foreground. His posture remains upright, arms at his sides, as he advances. The edge of his red cloak flutters slightly, revealing more of the armored vest as he moves closer to the occlusion.",
+          "The pillar now fully blocks the view. Only the dimly lit chamber remains visible—muted tones, soft shadows, and indistinct architectural details. The air feels still, the silence heavy. No trace of the man remains; the space behind the pillar is empty, the scene undisturbed.",
+          "From the other side of the pillar, a sliver of movement appears—a flash of red fabric followed by the edge of the grayish-black armor. The man emerges gradually, his braided hair catching the faint light as he steps into frame, half-hidden, still moving forward.",
+          "The man is now fully visible, standing in the same position as before. His dark hair is neatly tied in a topknot, braids framing his face. He wears the cream tunic, dark green scarf, segmented armor vest with leather trim, and red outer garment. His expression remains intense, gaze steady. He stands still, unchanged, anchoring the moment."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Is the man's hairstyle (dark hair tied in a topknot) consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main layer of armor visible on the man's chest?",
+          "options": [
+            "A. Green",
+            "B. Beige",
+            "C. Black",
+            "D. Red"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the man have a mustache in both the initial and final frames shown?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What material or texture appears to be underneath the man's armor?",
+          "options": [
+            "A. Red blanket",
+            "B. White fabric",
+            "C. Tatami mat",
+            "D. Leather"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the man lying down in the same position (on his back) in the final frame as he was in the initial frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, one in sharp focus and the other blurred in the foreground. The focused person appears to be a young adult male, likely in his late twenties, with a slim build and an intense, serious expression. He has dark, neatly styled hair tied into a topknot with two braided strands framing his face. He wears a layered outfit consisting of a cream-colored inner tunic, a dark green scarf or collar, and a grayish-black segmented armor vest with brown leather trim and cross-stitch patterns, suggesting historical or military attire. His red outer garment is partially visible. No accessories or jewelry are apparent. He stands upright, facing slightly left, gazing intently at the blurred figure. The blurred individual, possibly female, has long dark hair and wears a gray mask covering the lower half of their face. The background is dimly lit and indistinct, with muted tones and soft shadows, indicating an indoor setting, perhaps a chamber or hallway.",
+      "exit_plan": {
+        "exit": "steps behind a large foreground object (pillar, wall, or vehicle) blocking the view entirely",
+        "return": "emerges from the other side of the occluding object"
+      }
+    },
+    "task_id": "mem_openhumanvid_742495876ba9f32bc0d45179f29107d6"
+  },
+  {
+    "instance_id": "mem_openhumanvid_00f63be129cb6559870673df562fa626",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/00f63be129cb6559870673df562fa626.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A person stands in the storage area, wearing a navy-blue hoodie with white drawstrings, faded jeans, and worn black sneakers. Their dark hair falls loosely past their shoulders, partially obscuring one ear. They carry a red canvas tote bag slung over one shoulder, its strap slightly frayed. The scene is still, lit evenly by overhead fluorescent lights.",
+          "The person turns slowly to the left, stepping forward toward the corner where tile meets carpet. Their movements are deliberate, the tote bag swinging gently with each step. One foot crosses the threshold of the dark carpet as they begin to disappear behind the wooden shelf’s edge.",
+          "The storage area remains quiet and unchanged. The open box reveals stacked vinyl records labeled \"LETTER SIZE,\" while the pink object glows faintly in another container. The green bin sits motionless on the right, and the white tiles reflect the steady artificial light. No trace of the person remains.",
+          "From the same corner, a figure begins to reappear—first the tip of the navy-blue hoodie, then the edge of the red tote bag. The person emerges cautiously, one foot stepping onto the tile, their silhouette framed by the shadowed curve of the shelf.",
+          "The person stands fully in view again, exactly as before: navy-blue hoodie, white drawstrings, faded jeans, black sneakers, dark hair falling past the shoulders, red tote bag over one shoulder. They pause, motionless, facing forward, the scene identical to the first moment."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's facial expression remain neutral when he turns to face the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the tie worn by the man in the black suit?",
+          "options": [
+            "A. Blue",
+            "B. Yellow",
+            "C. Brown",
+            "D. Green"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman wearing white gloves visible throughout the video after she first appears?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of container does the woman carry in her hands?",
+          "options": [
+            "A. Plastic bag",
+            "B. Wooden box",
+            "C. Metal briefcase",
+            "D. Paper bag"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man’s hairstyle change from short brown hair to any other style during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "There are no people visible in this frame. The image shows a close-up view of a storage area with several dark wooden boxes on a white tiled floor. One box is open, revealing stacked vinyl records and labeled \"LETTER SIZE.\" A pink object, possibly a toy or electronic device, is partially visible in another box. The background includes a section of dark carpet adjacent to the tile, a portion of a wooden cabinet or shelf, and what appears to be a green trash can or bin on the right edge. The lighting is even and artificial, typical of indoor commercial or institutional spaces. No individuals, clothing, accessories, hair, or physical features are present or discernible in this scene.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_00f63be129cb6559870673df562fa626"
+  },
+  {
+    "instance_id": "mem_openhumanvid_448c238250b5172276cf17c2af1100d9",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/448c238250b5172276cf17c2af1100d9.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman stands centered in the frame, wearing a tailored navy-blue wool coat with gold buttons, black leather gloves, and knee-high brown boots. Her shoulder-length dark hair is swept back by a soft breeze, and she wears round silver-rimmed glasses. She holds a vintage leather satchel over her left shoulder, its strap slung diagonally across her torso. The Shanghai skyline looms behind her, muted under an overcast sky.",
+          "She turns slowly to her left, stepping forward with deliberate grace. Her coat flares slightly as she moves, the satchel swaying with her stride. Her boots click softly on the stone pavement. As she walks, her figure begins to fade from view, only her right arm and part of her coat remaining visible at the edge of the frame.",
+          "The frame now shows only the expansive cityscape—tall glass towers reflecting gray clouds, the Huangpu River winding through the foreground with slow-moving boats. Green trees line the riverbanks, and distant cranes rise above construction sites. The air feels still, heavy with quiet anticipation.",
+          "From the right edge of the frame, a glimpse of navy-blue fabric appears—a corner of the coat—and then the woman’s boot steps into view. She re-enters steadily, the satchel swinging gently at her side. Her silhouette grows clearer as she advances, her glasses catching faint light from the overcast sky.",
+          "She stands fully in frame once more, centered and still. Her navy-blue wool coat, black gloves, and brown boots are exactly as before. Her dark hair remains neatly styled, and the silver-rimmed glasses rest on her face. The vintage satchel hangs over her shoulder. The city behind her is unchanged, the moment frozen in time."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the person in the video have short black hair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by the main person in the video?",
+          "options": [
+            "A. Light Blue",
+            "B. Dark Gray",
+            "C. White",
+            "D. Black"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the person wearing any visible accessories such as a watch, glasses, or a bag?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the person doing while standing by the window?",
+          "options": [
+            "A. Leaning forward to look down",
+            "B. Resting hands on the window frame",
+            "C. Walking away from the window",
+            "D. Facing the camera"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the person's hairstyle change at any point during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "There are no people visible in this image. The frame captures a wide-angle view of the Shanghai skyline, featuring prominent skyscrapers such as the Oriental Pearl Tower and the Shanghai Tower, with the Huangpu River flowing in the foreground. The scene is overcast, with diffused lighting due to cloudy weather, lending a muted tone to the cityscape. Buildings vary in architectural style and height, including modern glass towers and lower commercial structures. Greenery lines the riverbanks, and a few boats are visible on the water. No individuals, clothing, accessories, or physical features can be observed, as the focus is entirely on the urban landscape. The camera appears positioned at a high vantage point, offering a panoramic perspective of the city center from across the river.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_448c238250b5172276cf17c2af1100d9"
+  },
+  {
+    "instance_id": "mem_openhumanvid_18cefc3b61eb7b21a6f8c74a319d2eb0",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/18cefc3b61eb7b21a6f8c74a319d2eb0.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late 50s stands at the center of a stone courtyard, wearing a tailored black suit with a high-collared shirt and dark tie. Over it, he dons an ornate gold-trimmed ceremonial coat, holding a polished wooden walking cane. His graying hair is neatly combed, and he wears a black bowler hat slightly tilted forward. The group around him is dressed in formal black attire, standing solemnly before a classical beige building under overcast skies.",
+          "The man begins to walk slowly toward a wide stone staircase ascending behind the group. He moves with deliberate steps, cane tapping gently on the pavement. His gold-trimmed coat sways slightly as he ascends, and only his lower torso and legs remain visible as he climbs higher into the frame’s upper edge.",
+          "The staircase now stands empty, its worn stone steps leading upward into the gray sky. The courtyard remains still, with the others in black attire continuing their quiet conversations. The classical columns and large windows of the building stand tall, bathed in soft, diffused light. No trace of the man remains.",
+          "From the top of the frame, a figure descends the same stone staircase. Only the lower half of the man appears—his black trousers, polished boots, and the tip of his cane visible as he carefully steps down. The gold trim of his coat glints faintly as he approaches the courtyard floor.",
+          "The man is now fully back in frame, standing where he began. He wears the same ornate gold-trimmed ceremonial coat, black bowler hat, high-collared shirt, and dark tie. His graying hair is neatly styled, and he holds his walking cane firmly. The surrounding group remains unchanged, and he stands still, centered and composed."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When the woman turns her back to the camera, does her dark hair remain styled in an updo?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main dress worn by the woman in the video?",
+          "options": [
+            "A. Red",
+            "B. White",
+            "C. Black",
+            "D. Gray"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the woman's black veil remain in place when she turns around to face the camera again?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What accessory is visible on the woman's left hand as she clasps her hands in front?",
+          "options": [
+            "A. A ring",
+            "B. A bracelet",
+            "C. A watch",
+            "D. Nothing"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the woman's standing posture consistent before and after turning around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The scene features approximately twelve individuals, mostly men and a few women, appearing to be in their late 40s to early 70s. They are dressed in formal black attire, including long overcoats, tailored suits, and high-collared shirts with dark ties. Most wear black bowler hats or wide-brimmed top hats, with one man in the center wearing an ornate gold-trimmed ceremonial coat and holding a walking cane. Several women wear modest black dresses with collars, and one wears glasses. Hair is mostly short, dark, or graying, styled conservatively; one woman has her hair pulled back into a bun. All individuals stand on a stone courtyard in front of a classical beige building with large windows and columns. The lighting is natural and diffused, suggesting an overcast day. People are positioned in small clusters, facing each other in conversation, with some turned toward the camera and others with backs visible.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_18cefc3b61eb7b21a6f8c74a319d2eb0"
+  },
+  {
+    "instance_id": "mem_openhumanvid_5ed1a592711f34644eafbea26c90c438",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/5ed1a592711f34644eafbea26c90c438.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late 50s to early 60s stands slightly off-center, facing right with a serious, contemplative expression. He has short, dark hair graying at the temples, neatly combed back, and a thin mustache. Dressed in a dark, high-collared traditional garment made of thick wool or cotton, he is illuminated by soft, warm light from a blurred candle or lantern behind him, casting deep shadows across his weathered face.",
+          "The man begins to walk steadily toward the right side of the frame, his movements deliberate and unhurried. His dark garment sways slightly with each step, and only his upper body remains visible as he moves out of view, the dimly lit wooden background softly glowing around him.",
+          "The frame is now empty—no trace of the man remains. Only the blurred, warm glow of the candlelight lingers, illuminating the wooden beams and indistinct shapes of an old interior space. Shadows stretch quietly across the floor, and the stillness fills the room with a sense of anticipation.",
+          "From the left edge of the frame, the man slowly re-enters, emerging into view. His dark, high-collared garment appears first, followed by the side of his face, still marked by subtle lines and a furrowed brow. The warm light catches the gray at his temples as he steps forward, steady and composed.",
+          "The man is fully back in frame, standing slightly off-center, facing right with his head turned toward the camera. His short, dark hair with gray temples, thin mustache, and dark traditional garment are unchanged—every detail matches exactly as before. He stands still, solemn and present, under the soft glow of the candlelight."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the video have the same mustache throughout the entire clip?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the man's hair?",
+          "options": [
+            "A. Black",
+            "B. Gray",
+            "C. Brown",
+            "D. Red"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing the same shirt/jacket in every frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What emotion does the man appear to be expressing as the video progresses?",
+          "options": [
+            "A. Happiness",
+            "B. Anger",
+            "C. Sadness",
+            "D. Indifference"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features one adult male, approximately in his late 50s to early 60s, with a weathered complexion and visible facial lines, suggesting maturity and experience. He has short, dark hair with subtle graying at the temples, neatly combed back, and a thin mustache above his upper lip. His expression is serious and contemplative, with slightly furrowed brows. He wears a dark, possibly brown or black, traditional-style garment with a high collar, likely made of thick fabric such as wool or cotton, indicating a historical or period setting. No accessories or jewelry are visible. He is positioned slightly off-center in the frame, facing toward the right side of the image, with his head turned slightly toward the camera. The background is dimly lit, blurred, and appears to be an indoor space with wooden elements and a warm, glowing light source—possibly a candle or lantern—creating a soft bokeh effect. The lighting emphasizes his face while casting shadows, adding depth and drama to the scene.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_5ed1a592711f34644eafbea26c90c438"
+  }
+]
\ No newline at end of file
diff --git a/MBench-V/_legacy/prompts/staging_0422/prompts_camera.json b/MBench-V/_legacy/prompts/staging_0422/prompts_camera.json
new file mode 100644
index 0000000000000000000000000000000000000000..9a61c5613c81fe7a74bf8245aff270d29322fdbe
--- /dev/null
+++ b/MBench-V/_legacy/prompts/staging_0422/prompts_camera.json
@@ -0,0 +1,1402 @@
+[
+  {
+    "task_id": "a00787_00493",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person wearing black pants and white sneakers juggles a colorful soccer ball on a concrete patio. They repeatedly kick the ball upward, executing freestyle maneuvers by circling their leg around the ball while maintaining control with their feet.",
+          "The camera tilts downward, and the frame captures the rough texture of the concrete patio as the player's white sneakers slip into the lower edge.",
+          "The camera continues its downward tilt, and the view settles entirely on a cluster of dry leaves and cracked paving stones, leaving the original playing space completely out of sight.",
+          "The camera initiates an upward tilt, and the composition gradually reveals the dark wooden gate and the lower section of the brick wall.",
+          "The camera finishes tilting upward, and the shot fully re-establishes the original patio area where the performer in black pants controls the colorful soccer ball."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00092_00591",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A female tennis player runs across a blue court, swinging her racquet to strike a yellow tennis ball with forehand and backhand strokes.",
+          "The camera orbits counterclockwise along the outer edge of the playing surface, and the frame captures the athlete's rapid footwork alongside a bright yellow tennis ball suspended over the deep blue hardcourt.",
+          "The camera continues its counterclockwise arc toward the spectator stands, and the view reveals only a section of empty stadium seating and a row of sponsor banners while the court remains entirely absent.",
+          "The camera shifts into a clockwise orbital path to sweep back toward the competition zone, and the lens frames the lower tier of concrete bleachers plus the shadowed umpire's chair during the return trajectory.",
+          "The camera completes its clockwise rotation and settles back into the initial vantage point, and the shot clearly shows the female tennis player tracking the bouncing yellow ball near the white baseline to fully restore the original match scene."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00364_01737",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Numerous white, oblong pills fall rapidly onto a dark green surface, tumbling and bouncing off each other as they scatter across the frame.",
+          "The camera begins a deliberate and steady crane up motion, ascending vertically from its original low-angle setup as the motorized rig smoothly elevates the lens higher into the studio ceiling structure, gradually increasing altitude while keeping the optical axis perfectly parallel to the floor below, ensuring the mechanical transition remains fluid and free of sudden jerks or lateral drift; visible within the slowly receding frame are the scattered white oblong pills resting on the dark green acrylic surface, their uniform shapes catching the cool directional lighting as they lie in disorganized clusters across the reflective material, creating a stark visual contrast between the bright medication and the deep emerald background while tiny ambient dust motes drift through the illuminated space, revealing scattered fragments and microscopic imperfections on the glossy tabletop that catch the ambient glow as the perspective shifts upward.",
+          "The camera continues its consistent crane up trajectory, climbing steadily higher as the hydraulic mount extends further into the overhead rigging, maintaining a smooth vertical pace that systematically distances the viewpoint from the initial staging zone while preserving a perfectly level horizon throughout the extended ascent, with the servo motors humming quietly to guarantee a frictionless rise that avoids any rotational sway or focal instability; visible within the completely displaced frame are the upper studio trusses and heavy black lighting grids suspended from the ceiling, their industrial metal frameworks casting long geometric shadows against the matte white backdrop as the lens captures only the elevated architectural elements and distant ventilation ducts, completely excluding the original tabletop area from sight while highlighting the stark contrast between the suspended equipment and the empty atmospheric space above.",
+          "The camera initiates a controlled crane down motion, descending smoothly from its elevated position as the motorized lift lowers the entire optical assembly back toward the primary staging level, gradually reducing altitude while keeping the lens perfectly stabilized to prevent any unwanted oscillation or focal hunting during the vertical drop; visible within the slowly returning frame are the upper edges of the dark green acrylic surface and the blurred periphery of scattered white oblong pills, their matte textures gradually coming back into focus as the descending viewpoint reintroduces the glossy emerald backdrop and catches the cool directional lighting that reflects off the curved pharmaceutical shapes, hinting at the original composition without yet fully revealing the complete arrangement, while faint ambient haze lingers in the air to soften the hard edges of the studio rigging above.",
+          "The camera completes its final crane down movement, settling precisely back into the original low-angle position as the hydraulic system halts the descent, locking the lens securely at the initial focal height to guarantee a seamless visual return that matches the starting composition without any lateral offset or framing drift, with the internal gimbal making micro-adjustments to ensure absolute stillness once the mechanical travel reaches its designated endpoint; visible within the fully re-established frame are the numerous white oblong pills scattered across the dark green polished surface, their matte textures resting in a chaotic yet static arrangement as the overhead studio lights cast soft, elongated shadows across the glossy emerald backdrop, clearly displaying the complete pharmaceutical spread and confirming that the main scene has been successfully restored to its original viewing perspective."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00098_00483",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person tilts a small glass bowl to pour raw egg yolks into a larger clear glass pie dish that already contains cracked eggs on a wooden table.",
+          "The camera pans left across the polished kitchen workspace, deliberately shifting the viewer's perspective toward the adjacent preparation zone while maintaining a steady horizontal trajectory, revealing the textured surface of the light pine countertop where faint traces of scattered flour dust catch the bright overhead lighting, creating soft highlights along the natural wood grain while the edge of the person's dark cotton apron remains partially visible as they continue to stabilize the small glass bowl, and the clean white subway tile backsplash alongside a glimpse of a stainless steel utensil holder gradually comes into view to establish a broader culinary context without interrupting the ongoing egg-yolk transfer process that remains just outside the central focus as the ambient daylight softly illuminates the surrounding cabinets and the smooth ceramic handles reflect the gentle room temperature to add spatial depth to the frame.",
+          "The camera continues to pan left across the organized kitchen environment, steadily carrying the frame away from the central workspace until the original egg-pouring action area is completely displaced from view, revealing a quiet corner of the room where a neatly folded woven checkered towel hangs from a brushed nickel cabinet handle, while soft diffused daylight filters through a nearby window to illuminate a stack of pristine ceramic mixing bowls and a sleek gray marble cutting board resting against the wall, emphasizing the clean minimalist layout of the culinary space as the quiet stillness of this secondary zone contrasts with the active cooking area and the polished stone surfaces reflect the cool morning air to provide a tranquil visual pause that highlights the thoughtful organization of the entire room.",
+          "The camera begins to pan right across the expansive kitchen countertop, deliberately reversing its previous trajectory and initiating a steady horizontal return that gradually retraces the path across the room, revealing the textured edge of the light pine surface where faint traces of scattered flour dust and the person's dark apron sleeve reappear as the lens steadily moves toward the central cooking station, while the consistent overhead lighting casts gentle warm shadows across the white subway tile backsplash and the polished metal faucet alongside a glimpse of a stainless steel sink gradually emerges from the periphery to smoothly reconnect the peripheral preparation zone with the main workspace as the rhythmic shift in perspective restores the spatial continuity of the room and the familiar arrangement of cooking tools slowly regains prominence to bridge the gap between the quiet corner and the bustling preparation zone.",
+          "The camera completes its deliberate pan right across the sturdy wooden table, smoothly finishing the horizontal return movement and successfully re-establishing the original viewpoint with precise framing, revealing the large clear glass pie dish resting centrally on the surface now containing several intact egg whites and freshly poured golden yolks that glisten under the bright overhead kitchen lighting, while the person's hands remain steadily poised above the small glass bowl as they complete the pouring process and the natural wood grain of the table alongside the clean white cabinetry in the background provides a familiar context, firmly locking the frame back onto the primary culinary action to capture the final state of the ingredient preparation with crisp detail as the warm glow of the pendant fixtures enhances the rich amber tones of the eggs and the transparent glass rim catches subtle reflections from the surrounding appliances to anchor the viewer's gaze on the completed step."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00872_01459",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "High-velocity impacts strike a standing concrete block, violently shattering its surface and launching clouds of dust and jagged fragments into the surrounding air.",
+          "The camera initiates a smooth downward tilt that gradually shifts the viewing angle away from the central impact zone while maintaining precise mechanical tracking across the sunlit outdoor testing facility, and the weathered steel support table quickly dominates the lower frame to reveal an accumulation of jagged concrete fragments, fine gray powder, and shattered masonry debris scattered across the bright daylight-bleached surface while distant tree lines remain softly out of focus in the background, with suspended dust particles catching the intense natural illumination to highlight the stark difference between the calm surrounding landscape and the violent fragmentation happening just beyond the upper edge.",
+          "The camera continues its deliberate downward sweep, smoothly lowering the optical axis past the base of the plywood backing until the primary testing platform completely vanishes from the upper boundary, and the ground-level foundation immediately commands the entire visual field to showcase compacted soil, darkened metal crossbeams, and a dense cluster of dried weeds alongside scattered gravel that catch the harsh midday shadows, while bright sunlight filters through overhanging foliage to cast dappled patterns across the uneven terrain, with fine particulate matter occasionally drifting into view to settle quietly on the rough earth below, thereby isolating the viewer from the shattered concrete block.",
+          "The camera reverses its trajectory with a gradual upward tilt, steadily lifting the viewing angle away from the static terrain and beginning its controlled return journey toward the main apparatus, and the weathered plywood backdrop smoothly re-enters the shot to display subtle scuff marks and fresh impact splatters that contrast sharply with the untouched wooden grain while intense sunlight continues to wash over the scene from the upper left, illuminating heavy steel rigging and highlighting the metallic sheen of the mounting brackets that secure the assembly, with lingering clouds of fine gray dust still hanging in the air.",
+          "The camera completes its upward tilt, perfectly realigning with the original vantage point to clearly reveal the aftermath of the high-velocity impact against the standing concrete block, and the central masonry specimen now stands heavily fractured within the re-established frame to show its upper section completely sheared away and jagged concrete edges exposed to the bright outdoor lighting while a thick haze of residual dust continues to billow around the shattered remnants and slowly settles onto the steel table where countless sharp fragments have accumulated, restoring the initial testing configuration."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00403_01394",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Large shards of white glass explode outward and upward from a central filament, scattering through the dark air in slow motion as a lightbulb shatters.",
+          "The camera initiates a deliberate counterclockwise arc that steadily sweeps around the shadowed filming rig, maintaining a consistent lateral velocity as it orbits the central explosion zone while carefully avoiding any sudden jolts or directional shifts, and the frame reveals numerous jagged shards of tempered white glass hanging suspended in the heavy atmosphere, their fractured edges catching the faint studio spill light as they hover directly above the untouched brass socket and dark reflective surface, emphasizing the delicate balance of the debris field while highlighting the stark contrast between the luminous material and the surrounding void, ultimately establishing a dynamic lateral perspective that isolates the shattering sequence against the pitch-black backdrop where the slow rotational drift accentuates the intricate choreography of the airborne fragments, creating a visually striking tableau that underscores the fragility of the transparent medium.",
+          "The camera continues its established counterclockwise arc, maintaining the exact rotational speed and lateral trajectory as it swings fully around the peripheral boundaries of the soundstage without decelerating or altering its horizontal plane, and the composition completely excludes the original shattering zone, replacing the central debris field with a sweeping view of the unlit velvet background curtains, scattered steel rigging cables, and matte black floor panels that line the outer perimeter, where soft ambient reflections dance across the polished studio equipment while distant safety barriers and coiled power lines dominate the frame, establishing a fully displaced perspective that isolates the surrounding infrastructure from the initial explosive event and emphasizes the vast emptiness of the adjacent workspace, revealing the meticulous organization of the production environment beyond the immediate blast radius.",
+          "The camera reverses its previous trajectory by initiating a smooth clockwise arc, matching the original rotational speed as it begins its deliberate return journey across the soundstage floor without introducing any vertical adjustments or lateral drifts, and the frame slowly reintroduces the periphery of the controlled environment, capturing the subtle interplay of studio spill light against the settling debris field as the scattered glass fragments drift downward toward the base, where hints of the fractured white material reappear along the edges of the composition, suspended against the deep shadows, while the dark reflective surface begins to reclaim its presence in the lower quadrant, signaling the approach toward the initial vantage point and reorienting the viewer toward the concentrated cluster of airborne particles, which continue their slow-motion descent through the dimly lit atmosphere without disrupting the steady tracking.",
+          "The camera completes its clockwise arc by decelerating smoothly into the original frontal alignment, locking precisely onto the initial vantage point to restore the established compositional framework without any residual drift or angular deviation, and the shot fully re-establishes the original action area, clearly displaying the shattered glass bulb remnants that have settled across the dark reflective table, alongside the exposed central tungsten filament and sturdy metallic socket base, where lingering fragments of white glass rest motionless against the black surface, catching the focused illumination, while the remaining airborne dust particles slowly dissipate into the surrounding darkness, marking the definitive conclusion of the explosive sequence and returning complete visual focus to the central subject, which now sits quietly amidst the scattered debris under the steady studio lighting conditions."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00207_02059",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A large hydraulic press ram descends rapidly onto a black Nikon camera, violently crushing the device as the metal body buckles, fragments scatter, and the object is compressed flat against the base.",
+          "The camera begins a deliberate crane upward movement, lifting the viewer's perspective away from the immediate contact point to reveal the towering height of the massive hydraulic press as the heavy steel ram descends relentlessly onto the black Nikon camera. The frame encompasses the gritty atmosphere of the industrial workshop, showing the scattered metallic debris from past experiments on the stained workbench and the blurry green machinery in the background marked with yellow high-voltage warnings, while the central focus remains on the structural integrity of the camera body as it begins to buckle under the immense weight, capturing the precise moment before total collapse as dust particles float in the air around the crushing zone, highlighting the violent interaction between the soft plastic and the hard steel.",
+          "The camera continues its upward trajectory, rising higher until the base of the press and the crushed Nikon are entirely excluded from the view, leaving only the upper portion of the polished steel cylinder and the dark, industrial ceiling in frame. This elevated angle highlights the sheer scale of the machinery, capturing the texture of the metal piston and the dim overhead lighting that casts long shadows across the upper workshop area, effectively isolating the mechanism from the destruction below and creating a sense of ominous scale as the action area disappears completely from sight, replaced by the silent, looming presence of the press's upper structure and the distant, shadowy rafters of the factory roof, emphasizing the industrial setting.",
+          "The camera shifts its motion to a steady crane downward, beginning the return journey as it glides past the upper mechanisms of the press and brings the green metal walls of the workshop back into clearer focus. As the view descends, the frame reveals more of the surrounding environment, including the heavy cables and the worn surface of the workbench, slowly guiding the eye back toward the center of action where the aftermath awaits, while the reflection of the workshop lights dances off the smooth, cylindrical surface of the hydraulic ram moving back into position, bridging the gap between the high angle and the ground-level destruction with a smooth, continuous vertical motion that reorients the viewer towards the workbench.",
+          "The camera completes its downward crane to re-establish the original viewpoint, bringing the destroyed Nikon camera and the silver metal base back into full view to showcase the final result of the compression. The frame clearly displays the mangled remains of the black camera body, now flattened into a thin layer of twisted metal, plastic shards, and internal components scattered across the base, with the blue camera strap lying limp amidst the debris, confirming the total annihilation of the object by the powerful hydraulic press in the center of the frame, offering a stark contrast between the pristine machine at the start and the wreckage at the end, illuminated by the harsh workshop lights that glint off the shattered fragments."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00669_00267",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire rolls off a wooden ramp and slowly drives over a halved watermelon, smashing it into red pulp, before continuing forward to crush a second watermelon half.",
+          "The camera initiates a slow pan to the right, gradually shifting the frame away from the immediate destruction of the fruit. As the perspective moves, the rough texture of the gray asphalt dominates the lower foreground, scattered with tiny flecks of red watermelon seeds and juice. The silver alloy wheel and the black rubber tire tread begin to slide toward the left edge, while the wooden ramp with its yellow 'Experiments & Life Hacks' sticker becomes more central, bathed in the bright afternoon sunlight.",
+          "The camera continues its steady pan to the right, pushing the vehicle and the crushed watermelon completely out of the frame. The view is now occupied solely by the empty stretch of road surface, highlighting the contrast between the dark tire tracks and the lighter, sun-bleached patches of the pavement. In the background, the yellow and white curb runs parallel to the road, separating the asphalt from a strip of green grass that glows under the natural lighting, ensuring the original action area is entirely obscured.",
+          "The camera reverses its direction and begins a smooth pan to the left, retracing its path across the scene. The empty road and the distant curb slide out of view to the right, replaced by the encroaching shadow of the vehicle's undercarriage. The dark silhouette of the car's body starts to fill the upper portion of the frame, and the edge of the wooden ramp begins to reappear on the right side, signaling the return to the site of the impact.",
+          "The camera completes its pan to the left, fully re-establishing the original viewpoint of the experiment. The scene is now dominated by the aftermath, where the car tire rests flat on the asphalt, having completely pulverized the green watermelon into a vibrant spread of red pulp and rind fragments. The wooden ramp stands stationary nearby, and the scattered debris from the initial crush is visible around the flattened fruit, confirming the final state of the object after the heavy vehicle passed over it."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00455_00488",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A raw egg is cracked into a small glass bowl, and then a spoon slides underneath the yellow yolk to lift it out, separating it from the clear egg white.",
+          "The camera initiates a slow, deliberate tilt upward, steadily raising its optical axis away from the pristine preparation surface while the metal spoon continues its careful maneuver beneath the fragile yellow center, and the frame smoothly transitions to reveal the upper wooden shelves of the nearby bookcase, where rows of tightly aligned hardcover volumes, a few leaning reference manuals, and a small framed photograph catch the gentle morning sunlight streaming through the sheer white curtains, creating a warm and scholarly atmosphere that gradually fills the visual field as the perspective shifts higher.",
+          "The camera maintains its continuous upward tilt, further elevating the viewing perspective until the original workspace completely vanishes from the lower boundary of the composition, and the frame now exclusively showcases the tall ceiling architecture, featuring ornate plaster crown molding, a vintage brass chandelier with frosted glass shades, and a cluster of recessed lighting fixtures that emit a soft, ambient glow over the quiet interior space, entirely displacing any visual connection to the countertop or culinary ingredients below.",
+          "The camera begins a steady, controlled tilt downward, reversing its previous trajectory and smoothly lowering the line of sight back toward the central workspace while the surrounding architectural elements gradually slide out of the upper frame, and the viewer starts to glimpse the middle section of the room where a polished brass desk lamp, a neat stack of handwritten journals, and a ceramic tea cup come into view under the consistent, even illumination that brightens the domestic setting.",
+          "The camera completes its smooth tilt downward, firmly re-establishing the original eye-level perspective while seamlessly returning the focus to the immediate preparation zone where the separation process has just concluded, and the viewer clearly observes the fluted glass ramekin resting on the clean white table, now holding only the translucent egg white while the separated golden yolk rests securely on the spoon just above the rim, all illuminated by the same crisp directional sunlight that highlights the delicate textures."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00000_00698",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hammer strikes a red ceramic piggy bank, shattering it into large fragments while coins burst outwards and scatter across the reflective surface in slow motion.",
+          "The camera cranes upward slowly, shifting the perspective to show more of the stark white background while the fragmented red ceramic pieces and gleaming coins remain visible on the reflective table.",
+          "The camera continues its upward crane movement until the original action area is fully displaced, leaving only the bright studio ceiling lights and empty white space in the frame.",
+          "The camera cranes downward steadily, returning the view toward the scene as the scattered coins and large ceramic fragments reappear in the lower portion of the shot.",
+          "The camera completes its downward crane motion to re-establish the original viewpoint, clearly showing the destroyed red piggy bank and the hammer resting among the debris on the glossy surface."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00237_00717",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A red and white ceramic object falls onto the rotating metal teeth of a shredder. The blades catch and crush the item, tearing it into small fragments that are pulled downward.",
+          "The camera pans left, and the frame shifts away from the crushing mechanism to capture the sunlit grass and thick oak bark beside the blue housing.",
+          "The camera continues panning left, and the view now displays only the dappled forest floor and scattered leaves while the original shredder area remains completely out of sight.",
+          "The camera pans right, and the scenery returns to show the edge of the bright blue container alongside patches of dry soil and green turf.",
+          "The camera finishes panning right, and the shot re-centers on the open hopper to clearly display the stationary steel teeth and remaining white ceramic fragments inside the blue frame."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00097_00353",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A shovel repeatedly plunges into dark, churning water, striking and shattering the edge of a thick sheet of ice. The tool breaks apart the frozen surface, sending shards into the rippling liquid below.",
+          "The camera initiates a smooth lateral tracking movement to the left, drifting steadily away from the focal point where the dark metal blade of the shovel is repeatedly plunging into the churning liquid to fracture the thick, opaque sheet of ice. As the perspective glides along the frozen perimeter, the view highlights the intricate texture of the solid ice surface, showcasing a network of fine stress cracks radiating from the impact zone and a scattering of sharp, white shards that have been torn loose by the force of the strikes, while the deep blue hue of the open water continues to roil violently against the remaining solid boundary, emphasizing the stark contrast between the fluid motion of the current and the rigid structure of the frozen barrier, with the wooden handle of the tool still visible near the top of the frame as it guides the heavy implement through the resistant slush and displaced chunks of frost.",
+          "The camera continues its consistent tracking trajectory to the left, fully displacing the original scene of the ice-breaking action from the frame and revealing a broader expanse of the frozen shoreline where the water remains calm and unbroken, offering a momentary respite from the mechanical disruption. The lens now focuses on a section of the thick ice sheet that extends uninterrupted toward the edge of the water, displaying a smooth, pale gray surface marred only by subtle ridges and the faint imprint of previous water levels, while the dark liquid is relegated to the periphery of the shot, appearing still and glassy compared to the turbulent area previously observed, and a few dry, leafless branches protrude from the right side of the frame, suggesting the proximity of the riverbank or a vegetated embankment beyond the immediate zone of impact, with the lighting casting long, soft shadows across the uneven texture of the ice that hint at the low angle of the winter sun.",
+          "The camera reverses its direction and begins a steady tracking movement to the right, retracing the path along the ice edge to return toward the source of the disturbance, bringing the smooth, unbroken expanse of the frozen surface back into motion as the lens shifts away from the quiet shoreline. As the frame slides rightward, the pale gray texture of the ice passes by quickly, revealing the gradual transition back toward the area where the water meets the frozen barrier, with the dark liquid beginning to reappear in the lower portion of the shot, its surface still calm but hinting at the proximity of the churning current, and the dry branches that were previously prominent start to drift out of view as the camera anticipates the re-emergence of the main activity, while the natural light reflects off the subtle undulations in the ice, creating a shimmering effect that contrasts with the duller tones of the surrounding environment.",
+          "The camera completes its return trajectory to the right, successfully re-establishing the original viewpoint and bringing the intense action back into clear focus as the dark metal blade of the shovel comes into frame, once again plunging into the turbulent water to shatter the edge of the thick ice sheet with forceful precision. The frame now clearly displays the chaotic interaction between the tool and the frozen barrier, with fresh shards of white ice being driven into the rippling dark liquid, creating splashes and concentric waves that disturb the surface, while the wooden handle of the shovel is visible being manipulated by an unseen operator, and the jagged boundary between the solid and liquid states is highlighted once more, emphasizing the ongoing effort to break through the resilient winter formation, with the deep blue color of the churning water providing a vivid backdrop to the stark white fragments that float amidst the swirling current."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00513_00452",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A head of cabbage resting on a mound of dry earth suddenly detonates, bursting outward in a brilliant flash that shatters the vegetable into flying green fragments and a cloud of dust.",
+          "The camera initiates a steady counterclockwise orbital sweep around the barren terrain, executing a carefully choreographed lateral drift that pushes the viewing angle outward while preserving a consistent focal depth and smooth rotational momentum across the wide-angle lens as it tracks the horizon line, and this sweeping maneuver captures the pristine green cabbage perched precariously on the jagged ridge of desiccated earth just as a sudden luminous flare erupts from its core, illuminating the intricate veining of its outer leaves and scattering crisp geometric shadows across the sun-baked dirt while the endless cerulean backdrop remains completely unbroken, offering a stark contrast to the organic textures below and emphasizing the quiet stillness of the moment before the impending detonation transforms the tranquil agricultural subject into a chaotic spectacle of light and debris.",
+          "The camera continues its uninterrupted counterclockwise trajectory along the elevated ridge, maintaining the established rotational velocity while smoothly transitioning the frame toward the peripheral landscape and deliberately excluding the central explosion zone from the composition through precise gimbal stabilization, and this sustained lateral glide reveals a sweeping panorama of distant wind-sculpted dunes and scattered patches of resilient desert scrub that stretch toward a hazy mountain range, where the harsh midday sunlight bleaches the pale sand and casts long, sharp silhouettes across the undulating terrain, completely isolating the viewer from the originating blast site and emphasizing the vast, silent emptiness of the surrounding wilderness as heat waves shimmer above the rocky outcrops, revealing subtle gradations of ochre and rust in the weathered stone while a lone cirrus cloud drifts lazily across the zenith.",
+          "The camera reverses its rotational direction and initiates a deliberate clockwise orbital return, smoothly decelerating the previous lateral drift while carefully realigning the optical axis toward the original coordinate and re-establishing a convergent tracking path that gradually narrows the field of view, and this corrective sweeping motion brings the turbulent aftermath back into the frame as swirling plumes of pale dust and violently ejected cabbage fragments dominate the foreground, catching the brilliant sunlight and scattering prismatic flares across the lens while the fractured remains of the vegetable tumble through the heated air and settle onto the cracked soil below, where the dry earth absorbs the impact and releases fine particulate matter that drifts lazily upward, creating a hazy veil that softens the harsh contrasts and reveals the intricate fragmentation patterns of the shattered leaves against the relentless blue sky.",
+          "The camera completes its clockwise orbital arc and settles precisely into the initial vantage point, locking the gimbal into a static holding position while perfectly restoring the original framing composition and ensuring the central mound occupies the exact lower-third alignment it held at the beginning of the sequence, and this stabilized perspective clearly displays the fully realized aftermath as the explosive force has completely dismantled the head of cabbage, leaving behind a scattered arrangement of vibrant green shreds and pulverized core material resting atop the disturbed brown soil, with residual dust slowly drifting downward and settling over the jagged terrain under the unchanging clear sky, where the bright illumination accentuates the crisp edges of the torn foliage and highlights the contrast between the fresh organic debris and the ancient, weathered ground."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00318_00064",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A pineapple perched on a dirt mound suddenly detonates, violently launching its yellow chunks, green spiky leaves, and brown rind fragments high into the air amidst a cloud of white smoke and debris.",
+          "The camera initiates a steady lateral tracking right motion along the sun-bleached ridge, and the frame prominently features the sudden violent detonation of the pineapple positioned atop the compacted earthen mound as dense clouds of white vapor erupt alongside scattered yellow fruit chunks, sharp green crown leaves, and torn brown rind fragments that arc high into the brilliant azure sky. Maintaining a consistent horizontal velocity past the dry scrub brush in the foreground, the shot preserves sharp focus on the turbulent debris field so that viewers can clearly observe the chaotic dispersion of organic matter against the pale dirt surface, with the harsh midday illumination casting crisp shadows across the uneven terrain and highlighting the fine particulate matter that drifts steadily through the clear atmospheric conditions, emphasizing the stark contrast between the explosive botanical aftermath and the serene natural backdrop.",
+          "The camera continues its uninterrupted tracking right movement across the arid landscape, and the frame reveals a completely displaced section of the hillside where the original explosion site has fully exited the composition and only distant dry grasses, weathered soil patches, and a fading trail of white smoke drifting along the horizon remain visible. Gliding smoothly past a cluster of brittle desert shrubs that sway gently in the warm breeze, the lens captures the quiet aftermath of the event as scattered yellow debris and torn green foliage begin to settle onto the rugged terrain far behind the current viewpoint, with the bright overhead sunlight illuminating the undulating earth tones and creating soft gradients across the open sky that now dominates the upper portion of the shot without any trace of the initial detonation zone.",
+          "The camera begins a deliberate tracking left movement to reverse its previous trajectory, and the frame gradually reintroduces the outer edges of the impact zone where lingering plumes of white smoke drift downward over the uneven dirt surface and scattered pineapple fragments rest among the dry vegetation. Shifting its lateral path back toward the central ridge, the lens maintains a steady pace that allows the viewer to witness the settling debris field as torn brown rind pieces and yellow fruit chunks become more densely concentrated near the original blast location, with the clear blue atmosphere providing a vivid backdrop that contrasts sharply against the pale earth tones and the remaining airborne particulate matter that continues to drift slowly across the sunlit hillside.",
+          "The camera completes its coordinated tracking left movement to fully recenter the composition, and the frame clearly re-establishes the original action area by revealing the battered dirt mound once again alongside the residual cloud of white smoke and the widely scattered pineapple remnants that now litter the peak and surrounding slopes. Holding its final position with a steady horizontal orientation, the shot captures the quiet aftermath of the detonation as torn green leaves, yellow fruit pulp, and brown rind fragments rest motionless against the reddish-brown soil, with the bright midday sunlight casting defined shadows across the disrupted terrain and illuminating the clear azure sky above the now still hillside that mirrors the initial setup but displays the transformed state of the once intact fruit."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00456_00097",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A gloved hand stabilizes a rough, rectangular block while another hand uses yellow-handled end-cutting pliers to grip, wiggle, and twist a metal loop embedded in the side of the object.",
+          "The camera initiates a steady lateral tracking motion to the left, gliding smoothly along an unseen mechanical path while maintaining a fixed horizontal trajectory that gradually shifts the perspective away from the central point of interest without altering the focal distance; the frame reveals the weathered concrete block sliding toward the right margin, its cracked and dust-covered surface illuminated by a harsh overhead work light that casts long, dramatic shadows across the coarse, grit-laden floor, while the yellow-handled end-cutting pliers maintain their firm mechanical grip on the stubborn metal loop as fine particulate matter settles around the embedded hardware and scattered metallic debris rests quietly in the dimly lit periphery of the industrial workspace, where the ambient atmosphere feels distinctly heavy and the surrounding architecture remains shrouded in deep shadow.",
+          "The camera continues its relentless tracking movement to the left, pushing further across the industrial environment until the original workspace completely exits the visual field and the perspective settles into a quieter, unoccupied zone without any vertical adjustment or focal shift; the frame now captures only a stretch of empty, shadow-drenched concrete flooring marked by faded tire tracks and old oil stains, alongside a distant stack of rusted steel beams that loom silently against the weathered brick wall, with ambient dust motes drifting through the stagnant air under the faint, flickering glow of a secondary safety lamp that barely penetrates the surrounding darkness, revealing only the cold, unfinished architecture of the abandoned storage bay where no tools or workers remain in sight and the silence feels absolute.",
+          "The camera reverses its trajectory and begins a deliberate tracking movement to the right, sliding back along the same horizontal plane to reorient toward the primary work zone while maintaining a consistent pacing that mirrors the initial departure without introducing any vertical adjustment or focal drift; the frame gradually brings the fractured edge of the concrete block back into view, revealing the gritty floor texture and scattered metal shavings as the dim overhead lighting begins to illuminate the workspace once more, while the yellow-handled pliers remain firmly clamped around the twisted metal loop and the heavy-duty gloved hand continues to steady the rough object against the lingering mechanical tension of the extraction process, restoring the familiar workshop atmosphere where the focused task resumes its steady rhythm and the surrounding clutter gradually comes back into focus.",
+          "The camera completes its return tracking movement to the right, smoothly locking back into the original framing position to fully restore the central viewpoint while holding steady on the renewed focal point without any abrupt settling or perspective shift; the frame clearly shows the rough concrete block centered once again, with the embedded metal loop now visibly deformed and partially extracted from the dense cementitious matrix, the yellow-handled pliers still gripping the stubborn hardware, and the heavy-duty gloved hand firmly stabilizing the fractured object under the focused beam of the work light as loose dust and fragmented concrete pieces rest quietly on the coarse floor, marking the successful completion of the extraction phase and highlighting the final state of the manipulated assembly within the illuminated workspace."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00106_00691",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A massive explosion erupts in a forested area, launching a towering column of black smoke and fire. Numerous streams of burning debris shoot outward and upward in a radial pattern, expanding rapidly across the trees and river below.",
+          "The camera initiates a smooth clockwise orbit around the blast zone, and the towering column of black smoke and radiant orange fire continues to erupt violently into the humid evening air while the winding river below reflects the intense thermal glow, allowing countless streams of burning debris to trace bright, arcing trajectories through the dense canopy of tropical palm trees and lush vegetation as the steady rotational motion reveals the surrounding agricultural fields stretching toward the horizon, capturing the stark contrast between the peaceful rural landscape and the chaotic, expanding shockwave of incandescent fragments that rapidly consume the understory, maintaining a consistent aerial altitude that keeps the destructive radial pattern perfectly centered within the widening composition.",
+          "The camera continues its unwavering clockwise orbital trajectory, and the distant, smoke-hazed farmlands along with the serpentine waterway remain clearly visible as the initial eruption site completely vanishes from the frame, leaving the lingering atmospheric haze to diffuse the fading twilight, which casts a muted lavender glow over the untouched rice paddies and dense groves of banana plants that now dominate the visual field while the persistent rotational glide captures the subtle drift of high-altitude ash clouds moving against the wind, revealing a series of rolling hills shrouded in evening mist as the composition fully displaces the original blast coordinates, replacing the chaotic inferno with a tranquil, expansive panorama of rural topography where only the faint, rhythmic pulse of distant thunder hints at the ongoing destruction far behind the lens.",
+          "The camera reverses its rotational direction to execute a precise counterclockwise orbit, and the lingering thermal updrafts continue to stir the scattered remnants of charred foliage across the muddy riverbanks as the lens gradually arcs back toward the source of the disturbance, capturing the gradual return of heavy, soot-laden plumes drifting across the upper frame with their dark silhouettes starkly outlined against the dimming amber sky while the steady lateral rotation brings the edge of the devastated forest back into view, revealing the scorched earth and fallen trunks that line the watercourse as intermittent flashes of residual combustion flicker deep within the smoldering undergrowth, methodically narrowing the visual gap between the serene agricultural outskirts and the turbulent core of the explosion site until the drifting smoke begins to coalesce into a recognizable, concentrated mass once more.",
+          "The camera completes its counterclockwise orbital return, and the massive explosion crater along with its towering column of black smoke are fully re-established at the center of the composition as the rotational motion settles into a stable hover, clearly revealing the ongoing violent eruption with fresh streams of burning debris still shooting outward in a relentless radial pattern across the charred tree line and the sluggish, ash-choked river below while the restored viewpoint captures the intense contrast between the glowing molten fragments and the dense, billowing soot, highlighting the raw destructive power that continues to reshape the landscape as every detail of the initial action becomes vividly present again, from the fiery core at ground level to the expanding shockwave of embers, providing a definitive and unobstructed final perspective of the catastrophic event in its full, unrelenting intensity."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00843_00455",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blue cylindrical firework sitting on dry leaves vigorously shoots a fountain of bright white sparks and smoke straight up into the dark surroundings.",
+          "The camera initiates a deliberate upward crane motion, smoothly elevating the lens above the initial staging area while carefully controlling the vertical ascent speed; the lower section of the frame clearly reveals the blue cylindrical firework sitting securely on a scattered layer of dry brown leaves, vigorously emitting a dense fountain of bright white sparks and swirling gray smoke that cuts sharply through the dark nighttime environment. The intense artificial glare bounces off the surrounding rough soil and fragmented twigs, casting long, dancing shadows that stretch outward across the uneven terrain. The steady mechanical lift gradually alters the parallax relationship between the foreground debris and the distant tree line, enhancing the sense of depth while keeping the energetic pyrotechnic display perfectly centered within the composition. The rising perspective captures the raw kinetic energy of the burning propellant as it forcefully pushes against the cool night air.",
+          "The camera continues its relentless upward crane trajectory, ascending higher into the atmosphere with unwavering precision until the original ground-level setup completely vanishes from sight; the composition becomes entirely dominated by the vast inky expanse of the night sky, punctuated only by a few faintly glowing stars and the dark silhouettes of high tree branches that sway gently in the cool evening breeze. Without the artificial glare of the ground display, the natural darkness of the environment takes over as the primary visual element, creating a profound sense of isolation and quiet stillness. The lingering atmospheric haze drifts slowly across the upper frame, catching the subtle moonlight that filters through the dense canopy overhead. The smooth vertical progression emphasizes the sheer scale of the open space above, leaving the earlier pyrotechnic activity completely behind.",
+          "The camera initiates a controlled downward crane movement, reversing its previous vertical path and steadily descending back toward the earth while carefully modulating the speed of the mechanical drop; the upper canopy gradually recedes from view as the lens navigates through the cool night air, revealing the rough textures of aged bark and the faint outlines of surrounding underbrush that line the perimeter of the clearing. The ambient lighting shifts noticeably from the open sky’s subtle gradients to the deeper, richer tones of the ground-level environment, where earthy smells of damp soil and decomposing vegetation seem to permeate the scene. The steady descent builds a quiet sense of anticipation as the frame prepares to reconnect with the original staging area, moving through layered shadows with precise pacing.",
+          "The camera completes its smooth downward crane maneuver, settling precisely back into the original ground-level vantage point to fully restore the initial framing of the scene; the blue cylindrical firework sits firmly on the familiar patch of scattered dry leaves, its cardboard casing slightly blackened from heat while a gentle plume of residual white smoke continues to drift lazily upward into the dark surroundings. The bright fountain of sparks has now faded into a soft, lingering ember glow, casting a warm amber haze that highlights the intricate details of the fallen foliage and the moist earth beneath. The composition perfectly mirrors the opening perspective, confirming that the pyrotechnic display has reached its quiet conclusion while the surrounding night calmly absorbs the final traces of the energetic performance."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00763_00324",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A watermelon on the far right detonates, violently shattering and spraying a mist of red pulp, seeds, and green rind fragments outward across the table and into the surrounding air.",
+          "The camera arcs clockwise in a steady outward rotation, capturing the immediate aftermath as the far-right watermelon violently detonates and sends a dense radial spray of crimson pulp, dark seeds, and jagged green rind fragments across the white folding table surface while the remaining four intact fruits sit motionless against a backdrop of dense sun-dappled deciduous foliage, with weathered wooden railroad ties behind the table providing a rough textured boundary that contrasts sharply with the sudden violent burst of color and the crisp clean lines of the black metal table legs anchoring the setup in the grassy clearing, where scattered shadows from overhead branches dance across the lawn as the initial shockwave settles into a steady drifting cloud of botanical residue.",
+          "The camera maintains its clockwise arc, sweeping steadily away from the initial impact zone until the original action area is completely excluded from the frame, leaving only the surrounding woodland environment and the peripheral consequences of the detonation in view, as sunlight filters heavily through a thick canopy of maple and oak leaves to cast long shifting patterns across the uneven grassy terrain and illuminate floating particles of red juice that drift like pollen on the gentle breeze, while the focus shifts to a cluster of weathered timber steps and a narrow dirt path winding deeper into the shaded underbrush where scattered fragments of green rind and drops of crimson moisture cling to the broad leaves of nearby ferns, emphasizing the far-reaching dispersion of the explosion while the distant sounds of rustling foliage and chirping insects underscore the quiet isolation of the forest setting.",
+          "The camera initiates its counterclockwise return arc, smoothly reversing its earlier rotational path as it gradually reorients toward the setup while tracking the lingering atmospheric effects of the blast, capturing the slow descent of heavier rind shards and the settling mist of red pulp that now coats the black metal support brackets and splashes against the weathered wooden ties in the background, as the shifting angle reveals patches of disturbed grass and scattered seeds glinting in the dappled sunlight, while the edges of the white plastic tabletop slowly re-enter the lower frame to provide a stark clean geometric contrast to the organic chaos surrounding it, effectively bridging the peripheral woodland scenery with the central event space and highlighting the gradual return to order as airborne debris continues its downward trajectory under the influence of gravity.",
+          "The camera completes its counterclockwise arc to re-establish the original vantage point, firmly locking back onto the central setup where the aftermath of the detonation is now fully visible and settled, as the white folding table dominates the foreground to clearly display the four remaining watermelons on the left side alongside the thoroughly shattered remains of the far-right fruit, which has been reduced to a wet crimson heap of exposed flesh, scattered dark seeds, and torn rind fragments clinging to the plastic surface, while the stack of aged railroad ties and the dense wall of green forest foliage provide a consistent natural backdrop behind the table, and the black metal legs remain firmly planted in the grass to ground the scene, with bright and even lighting highlighting the stark contrast between the intact round fruits and the violently disrupted mass to effectively restore the initial composition while documenting the final state of the explosive event."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00673_00334",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A man fires a large silver handgun at watermelons resting on a white table, causing the fruit to violently explode into a cloud of red mist and flying green rind.",
+          "The camera initiates a smooth and continuous upward crane movement, gradually lifting the viewer's perspective away from the grassy ground level where the intense action is taking place. As the angle ascends, the frame captures the lush, dark green foliage of the dense tree line that serves as the natural backdrop for this outdoor shooting range, highlighting the thick vegetation surrounding the white folding table. The man, still clad in his light grey t-shirt with an American flag patch and a camouflage cap, remains in the lower portion of the shot, his posture steady as he holds the large silver handgun, while the remnants of the red watermelon mist begin to settle on the table surface.",
+          "The camera continues its steady and unrelenting ascent, craning higher into the air until the ground-level activity involving the shooter and the exploding fruit is completely obscured from view. The frame is now dominated entirely by the upper branches of the mature trees, their leaves rustling gently in the breeze against a backdrop of a bright, slightly overcast sky. The white table and the man are no longer visible, replaced by the natural texture of the forest canopy and the dappled sunlight playing across the leaves, creating a serene and quiet visual contrast to the violent explosions that were occurring just moments ago below.",
+          "The camera reverses its trajectory and begins a deliberate and steady crane down, descending from the high vantage point amongst the tree branches back toward the earth. As the lens lowers, the dense green leaves of the canopy slide out of the top of the frame, revealing more of the sky and the upper structure of the surrounding vegetation. The movement is smooth and controlled, signaling a return to the scene of the action, as the camera prepares to re-engage with the shooting range environment and the man waiting below with his weapon.",
+          "The camera completes its downward crane motion, settling back into the original eye-level perspective to fully re-establish the scene of the demonstration. The man in the grey shirt and cap is clearly visible again, standing beside the white folding table which is now heavily coated in a mess of red watermelon pulp and scattered green rind fragments. The large silver handgun is still held firmly in his hands as he surveys the destruction, and the background of green bushes and trees is once again clearly defined, bringing the focus back to the aftermath of the explosive display."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00106_00896",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Massive orange flames and thick smoke erupt violently from the base of a rocket, rapidly expanding outward to engulf the surrounding launch tower structure as the engines ignite with intense power.",
+          "The camera initiates a steady orbit counterclockwise around the launch complex perimeter, smoothly navigating past the outer safety barricades and ground-level monitoring equipment while adjusting its focal length to track the shifting atmospheric conditions; the initial ignition sequence unleashes a catastrophic surge of superheated plasma that rapidly consumes the lower gantry, painting the weathered steel support beams in brilliant shades of amber and crimson as dense particulate smoke begins to spiral upward through the intricate lattice of maintenance walkways and hydraulic clamps that secure the vehicle to the pad, creating an intense thermal distortion that warps the surrounding atmosphere and reflects violently off the polished metallic surfaces of the adjacent fuel transfer lines, which rapidly expand and vibrate continuously under the immense acoustic pressure generating visible shockwaves across the tarmac.",
+          "The camera continues its persistent orbit counterclockwise across the facility grounds, sweeping decisively away from the primary ignition zone while maintaining a consistent altitude above the concrete access roads and service trenches; the towering rocket base and its accompanying fireball vanish completely from the frame, leaving only the stark industrial silhouette of an adjacent crimson-painted service crane, its intersecting metal girders catching the diffuse ambient glow, while a thick curtain of drifting vapor and scattered debris clouds slowly drift across the corrugated exterior walls of a distant equipment bunker and the empty asphalt pathways that lead toward the perimeter security fence, where stationary industrial floodlights remain completely inactive during the active launch sequence casting long, sharp shadows across the reinforced concrete foundations.",
+          "The camera begins a methodical orbit clockwise along the facility boundary, gradually tracing the curved perimeter of the launch pad while compensating for the accumulating atmospheric haze and acoustic vibrations shaking the stabilization rig; the peripheral edge of the blazing exhaust plume reemerges into view, illuminating the scorched concrete surfaces of the flame deflector trench while swirling vortices of black carbon particulates violently interact with the rotating amber warning beacons mounted along the reinforced safety barricades and the heavy steel blast doors that line the restricted zone, casting long, flickering shadows across the moisture-slicked drainage channels that channel excess coolant away from the primary combustion chamber creating a harsh contrast against the rapidly darkening evening sky.",
+          "The camera completes its calculated orbit clockwise to lock back onto the original staging perspective, fully re-establishing the central launch pad while stabilizing its lens assembly against the relentless shockwaves radiating outward from the thrust vectoring nozzles; the massive rocket engines now sustain a continuous, blinding torrent of molten thrust that completely obscures the underlying support structure, sending towering columns of incandescent gas and billowing dark smoke relentlessly upward past the skeletal framework of the service tower and the heavily reinforced concrete blast walls that anchor the entire assembly, washing out the horizon with an overwhelming radiance that temporarily blinds the distant observation cameras forcing automated optical adjustments across the entire monitoring network."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00843_00857",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A ground-based firework fountain erupts, violently shooting a chaotic stream of bright white and gold sparks upwards and outwards into the darkness, accompanied by billowing grey smoke and intermittent flashes of green light.",
+          "The camera executes a smooth crane down motion, steadily lowering its perspective toward the rough terrain while the violent firework fountain remains sharply anchored in the central field of view. A dense cascade of bright white and gold sparks erupts continuously from the smooth red ceramic vessel, scattering across the dark soil as thick clouds of grey smoke drift upward and intermittent flashes of vivid green light momentarily illuminate the surrounding emptiness and scattered fragments of burnt cardboard.",
+          "The camera maintains its downward crane trajectory, descending further until the lens completely abandons the ignition site while the frame becomes entirely consumed by the immediate foreground earth. Only the coarse texture of the dark ground and scattered patches of dry winter grass remain visible, entirely devoid of any luminous discharge or pyrotechnic residue, leaving the viewer suspended in a quiet shadowed expanse far removed from the initial spectacle.",
+          "The camera initiates a controlled crane up motion, gradually elevating the viewpoint back toward the original horizon line while faint traces of the earlier activity begin to reemerge along the lower boundary. Wisps of lingering grey smoke drift lazily across the composition, catching the faint afterglow of scattered embers that still smolder among the dark soil, signaling a quiet return to the primary performance zone.",
+          "The camera completes its upward crane adjustment, restoring the initial eye-level perspective while the full pyrotechnic setup reappears firmly centered within the composition. The red ceramic fountain now sits quietly amidst a settling haze of grey smoke, its surface still dotted with fading green reflections and a few stray gold sparks that continue to skitter weakly across the darkened ground."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00563_01026",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire rolls forward on wet concrete, crushing a cluster of green, red, and pink water balloons that burst under the pressure, splashing water and leaving behind rubber scraps.",
+          "The camera tilts downward, revealing the heavy black tire tread as it begins to compress the cluster of green, red, and pink water balloons on the damp concrete surface.",
+          "The camera continues its steady downward tilt, shifting the frame entirely away from the tire and balloons to capture only the shallow rainwater puddles and weathered gray pavement streaked with reflected sunlight.",
+          "The camera begins tilting upward, gradually bringing the glistening wet ground back into view alongside the scattered fragments of yellow and blue rubber scraps left behind by the popped balloons.",
+          "The camera completes its upward tilt, re-establishing the original viewpoint to clearly display the car tire resting past the crushed water balloons and the water-splashed concrete littered with colorful deflated remnants."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00565_01236",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand holds a small glass jar filled with red and black beads, shaking it slightly before tilting it to pour the beads onto the sand in front of a pink toy house.",
+          "The camera cranes up in a smooth, continuous vertical ascent that gradually elevates the optical axis while maintaining a fixed horizontal orientation across the miniature playset, and this deliberate upward trajectory steadily reveals the weathered white concrete wall serving as the backdrop behind the bright pink brick-patterned toy house alongside the neatly aligned orange wooden picket fence that stretches horizontally across the granular sand bed, where the soft afternoon sunlight casts gentle shadows across the textured terrain and highlights the smooth glass surface of the container resting near the arched entryways, creating a gradual expansion of the visible environment that emphasizes the spatial relationship between the foreground play area and the surrounding structural boundaries.",
+          "The camera continues its uninterrupted vertical crane movement that climbs steadily higher without any lateral drifting or rotational adjustments, and this sustained upward displacement completely removes the hand holding the jar and the scattered bead trail from the lower frame while prominently showcasing the crisp geometric lines of the blue circular window detail near the roofline and the distant patches of dry vegetation bordering the perimeter of the setup, leaving only the upper architectural elements and the bright sky reflection visible against the weathered stucco surface, effectively isolating the structural backdrop from the ground-level activity and ensuring the original action zone remains entirely outside the visible composition.",
+          "The camera initiates a controlled downward crane movement that smoothly reverses the previous vertical trajectory while gradually lowering the optical axis back toward the ground-level environment, and this deliberate descent slowly reintroduces the granular texture of the loose sand into the central viewing zone as the familiar orange wooden fence and the vibrant pink architectural elements gradually slide back into the midground under consistent daylight conditions, bringing the curved doorways and the scattered bead distribution back into partial focus while maintaining a steady optical path toward the original composition and preparing the frame for a complete visual restoration.",
+          "The camera completes its steady downward crane motion that seamlessly restores the original ground-level framing while centering the familiar sandbox arrangement within a balanced composition, and this final vertical adjustment precisely re-centers the pink brick-patterned toy house and the tilted glass container as the hand finishes pouring the remaining red and black beads onto the textured sand surface under clear natural illumination, allowing the viewer to observe the completed trail and the subtle indentations left by the rolling spheres, fully re-establishing the initial scene with absolute spatial clarity and confirming the final state of the poured contents."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00138_00729",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire rolls forward, crushing a plastic container filled with layered slime and colorful water beads. The container bursts under the pressure, scattering the beads and spilling the orange slime onto the asphalt.",
+          "The camera arcs clockwise around the impact zone, and the flattened plastic tub, vibrant green and yellow water beads scattered across the rough asphalt, and a thick ribbon of orange slime pressed against the tire tread come into view.",
+          "The camera continues to arc clockwise away from the crush site, and a quiet stretch of empty pavement bordered by a weathered concrete curb and dappled afternoon sunlight fills the frame.",
+          "The camera begins to arc counterclockwise back toward the impact zone, and the scattered multicolored gel spheres along with the black rubber sidewall of the vehicle gradually enter the peripheral view.",
+          "The camera completes its arc counterclockwise to the initial vantage point, and the crushed container, the spilled orange slime pooling on the dark asphalt, and the stationary car tire resting beside the debris are clearly visible again."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00563_00367",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person strikes the white cue ball with a pool cue, sending it speeding across the table to collide forcefully with a racked triangle of colored balls, causing them to scatter and roll in various directions.",
+          "The camera initiates a deliberate vertical ascent, smoothly craning upwards to elevate the perspective away from the immediate action on the billiards table while maintaining a steady pace. As the lens climbs, the viewer retains a clear view of the smooth grey felt surface where the white cue ball has just shattered the tight triangular rack, sending the vibrant red, yellow, purple, and black balls scattering energetically toward the black rails and corner pockets, while the player's blue shirt sleeve and the slender shaft of the cue stick remain visible at the top right corner, anchoring the scene before the view shifts entirely upward.",
+          "The camera continues its steady upward climb, rising further into the room's atmosphere until the grey playing surface and the scattered pool balls slide completely out of the frame at the bottom edge. The view is now exclusively filled with the expansive deep blue carpet that surrounds the table, along with the dark, heavy frame of the billiards table adorned with small white diamond markers, creating an abstract composition of texture and color that signifies the camera has moved far beyond the original gaming area to a high vantage point near the ceiling lights.",
+          "The camera begins its return journey, craning downwards with a controlled, smooth motion that mirrors the initial departure but reverses the direction to bring the viewer back. As the lens descends, the frame is initially filled with the rich texture of the blue carpet and the sturdy black rails of the table frame, which serve as visual guides leading the eye back toward the center, anticipating the reappearance of the gaming surface while maintaining the high-angle perspective that emphasizes the layout of the room and the ambient lighting reflecting off the polished wood.",
+          "The camera completes its descent, settling back into the original high-angle overhead shot that fully re-establishes the pool table as the central subject of the video. The grey felt surface is once again clearly visible, displaying the new, randomized positions of the colored balls scattered across the table after the break, with the black eight-ball resting near the center diamond, while the player's arm and cue stick are seen resting at the right edge, confirming that the action has paused and the scene has returned to its initial state of observation."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00677_00528",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A large green tank crashes through a brick building, sending clouds of dust and scattered debris flying as its tracks crush wooden beams and rubble while pushing forward through the collapsing structure.",
+          "The camera arcs counterclockwise along the debris field, revealing the armored green vehicle as its metal treads crush through splintered pine beams and fractured red bricks while thick gray dust plumes upward.",
+          "The camera continues arcing counterclockwise away from the breach, exposing a quiet adjacent alleyway where weathered wooden fences, scattered terracotta pots, and dappled sunlight filter through a canopy of mature oak trees.",
+          "The camera arcs clockwise toward the collapsing structure, presenting a dense cloud of pulverized mortar and floating ash that drifts past a leaning steel support column near the ruined perimeter.",
+          "The camera completes its clockwise rotation to reframe the impact zone, displaying the green tank as it drives through the shattered masonry with its tracks churning over broken bricks and settling dust under bright daylight."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00138_00800",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire rolls forward over a green watermelon resting on the asphalt. As the wheel applies pressure, the fruit bursts open, violently scattering red pulp and chunks of green rind across the pavement.",
+          "The camera executes a controlled downward crane movement, steadily descending through the bright outdoor lighting while maintaining its optical focus on the ground level, and the expanding visual field gradually reveals the massive Bridgestone tire resting heavily against the custom wooden support ramp, the perfectly spherical green watermelon positioned directly in its crushing path, the scattered crimson pulp fragments already staining the rough asphalt surface, and the sharp yellow warning decals on the wooden block that catch the midday sun, all of which establish a tense anticipation for the imminent structural failure and explosive fruit dispersion that will soon transform the quiet roadside scene into a chaotic display of red juice and shattered rind, accompanied by the subtle heat haze rising from the sun-warmed pavement.",
+          "The camera continues its uninterrupted downward crane trajectory, deliberately lowering its optical axis well below the original ground level to completely remove the vehicle wheel and fruit debris from the visual field, and the newly established vantage point exclusively frames a distant lower section of the asphalt lot where faded white parking lines intersect with deeply cracked concrete seams, scattered dry autumn leaves, and faint metallic oil residues that shimmer under the harsh overhead sunlight, entirely isolating this empty stretch of weathered pavement from the previous mechanical interaction while highlighting the rough granular texture of the road surface, the elongated shadows cast by nearby foliage, the subtle gradient of daylight fading toward the horizon, and the quiet atmospheric stillness that persists entirely apart from the violent crushing sequence happening just beyond the bottom edge of the frame, leaving only the undisturbed gray aggregate to dominate.",
+          "The camera initiates a controlled upward crane movement, steadily ascending through the bright outdoor atmosphere to reverse the previous descent and realign with the initial ground level, and the rising optical axis gradually brings back into view the chaotic scattering of crimson fruit pulp and jagged green rind fragments that now plaster the coarse asphalt, alongside the deep tread impressions left by the heavy Bridgestone tire, the glistening red juice trails soaking into the porous pavement, and the displaced wooden support block that remains slightly askew near the impact zone, collectively signaling a deliberate visual return toward the original crushing area while establishing the fragmented aftermath that precedes the full reconstitution of the primary scene, with the sunlight catching the wet sheen of the spilled contents and emphasizing the stark contrast between the destroyed organic matter and the rigid mechanical components.",
+          "The camera completes its steady upward crane trajectory, fully restoring the original high-angle perspective to precisely lock back onto the exact location of the mechanical impact, and the stabilized composition clearly displays the completely destroyed watermelon in its definitive final state, with the thick green rind split into multiple jagged sections, the vibrant crimson flesh thoroughly mashed into a wet pulpy slurry that spreads across the coarse asphalt, the heavy Bridgestone tire resting motionless on the angled wooden block, and the scattered fruit fragments forming a vivid radial pattern that thoroughly documents the successful completion of the crushing experiment under the bright natural daylight, while the sharp shadows and glistening juice trails emphasize the stark transformation from intact spherical fruit to flattened organic debris across the sunlit pavement."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00776_00048",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A doll's legs are shown jumping up and down on a small pink trampoline. The doll repeatedly bounces, lifting its feet off the white mesh surface and landing back down.",
+          "The camera tracks right across the smooth marble surface, gradually shifting the viewpoint while the doll's legs continue their rapid bouncing rhythm on the small pink trampoline with its clear white mesh netting.",
+          "The camera continues tracking right until the jumping figure completely exits the frame, leaving only a folded pink exercise mat, a metallic green sphere, and the light wooden wall panels in view.",
+          "The camera tracks left along the empty play area, steadily sweeping back toward the center as the bright pink frame of the trampoline reappears beside the scattered yellow and pink hoop rings.",
+          "The camera finishes tracking left and locks onto the original composition, fully restoring the view of the doll's feet repeatedly striking the white mesh surface of the pink trampoline."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00237_00609",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand places wooden dominoes in a curved line, then a blue marble rolls down a multi-level wooden block structure and hits the first domino.",
+          "The camera arcs clockwise to shift its viewing angle, revealing the smooth white floor and the curved line of light wooden dominoes standing upright beside the block tower.",
+          "The camera continues to arc clockwise until the original setup is completely excluded, capturing only the blank expanse of the white table surface and the soft ambient reflections on the polished mat.",
+          "The camera arcs counterclockwise to start the return sequence, showing the empty workspace where gentle shadows stretch across the background and the far end of the domino path reappears on the right.",
+          "The camera finishes its counterclockwise arc to lock back onto the starting position, displaying the multi-level wooden block structure and the fully toppled domino chain resting on the white surface after the marble trigger."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00447_00070",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A metal can sitting on a black table violently explodes, ejecting a massive spray of white foam and debris high into the air and scattering it across the gravel.",
+          "The camera begins a smooth, deliberate upward crane movement, slowly lifting the viewer's perspective away from the ground level to expand the vertical field of view. As the lens ascends, the black folding table remains anchored in the center of the frame, still coated in the sticky remnants of the white foam explosion, while the scattered chunks of yellow pineapple on the gray gravel become more clearly defined. The weathered, dark wooden retaining wall in the background stretches across the shot, its rough, rotting texture contrasting with the bright, harsh sunlight of the day. The rising motion gradually reveals more of the forest backdrop, bringing the leafless deciduous trees and the evergreen foliage on the right into sharper focus, expanding the scene while keeping the chaotic aftermath of the can explosion centrally framed.",
+          "The camera continues its steady vertical ascent, climbing higher into the air with a consistent speed that pushes the ground-level action further down and out of sight. Eventually, the black table, the gravel pit, and the wooden wall slide completely out of the bottom of the frame, leaving the original action area fully displaced and unseen. The view is now entirely dominated by the upper canopy of the forest, where a complex network of thin, gray branches interlaces against a clear, bright sky. Sunlight filters through the swaying boughs of a large evergreen tree on the right, creating dappled patterns of light and shadow. This high vantage point offers a serene contrast to the violence below, focusing solely on the natural environment and the quiet movement of the treetops in the breeze.",
+          "The camera reverses its trajectory, initiating a controlled and smooth descent downwards from the high canopy to return the viewer to the experiment site. As the lens lowers, the upper branches of the pine trees and the bare limbs of the hardwoods begin to slide upward and out of the frame, slowly revealing the man-made structures beneath. The dark, horizontal lines of the massive wooden retaining wall start to re-emerge in the lower portion of the shot, providing a solid visual anchor as the view returns to earth. The downward motion brings the texture of the weathered timber back into sharp focus, hinting at the destruction waiting just below the frame. The lighting remains consistent, casting strong shadows as the camera seeks to re-orient itself with the setup.",
+          "The camera completes its downward crane movement, settling back into the original wide framing to re-establish the scene and clearly display the results of the event. The black folding table comes back into full view, showing the aftermath of the violent explosion, with the table surface littered in white foam residue and the single metal can standing amidst the mess. The gray gravel ground is fully visible again, dotted with the yellow remains of the pineapples that were scattered across the area during the blast. The camera holds steady on this restored perspective, capturing the full context of the outdoor setup, with the wooden wall serving as a sturdy background and the bright sunlight illuminating the debris field in sharp, high-contrast detail."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00043_00428",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person pours a steady stream of white granular substance, resembling rice or sugar, from a wide metal tray into a large stainless steel bowl resting on a dark surface.",
+          "The camera pans right, and the frame reveals the rough texture of the reddish-brown stone wall and a weathered wooden post standing near the edge of the paved area, while the bright sunlight highlights the dust on the ground.",
+          "The camera continues panning right, and the view shows only the uneven concrete ground and the lower section of the stone wall where shadows stretch across the surface, completely excluding the bowl and the person from the shot.",
+          "The camera pans left, and the scene captures the sunlit stone paving and the wooden support post coming back into view, guiding the eye toward the dark platform where the activity is centered.",
+          "The camera pans left, and the shot re-establishes the original scene by centering the large stainless steel bowl filled with a mound of white granules on the dark surface, with the person's legs visible standing next to it."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00112_00847",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "An off-road vehicle moves rapidly along a dry dirt track while attached to a taut yellow tow strap, generating a thick, billowing cloud of brown dust that expands quickly.",
+          "The camera executes a deliberate vertical crane ascent, steadily elevating its mounting platform along a precisely guided mechanical trajectory that lifts the viewpoint higher above the uneven ground through a series of smooth, incremental adjustments, while the expanding visual field captures the sun-scorched earth stretching toward distant basalt cliffs, the rigid yellow tow strap vibrating under tension as it disappears into a turbulent cloud of pulverized soil that scatters across the dry riverbed, and the surrounding arid vegetation casting long, sharp shadows across the landscape as the lens continues its upward migration toward the cloudless azure canopy above, with the intense midday sunlight reflecting off the loose sediment and illuminating every swirling particle within the atmospheric haze.",
+          "The camera maintains its uninterrupted vertical crane trajectory, continuing to lift smoothly along the same calibrated axis until the original ground-level tracking zone vanishes completely from the lower edge of the composition, while the elevated perspective exclusively frames the sweeping panorama of the high desert plateau, revealing wind-swept sagebrush covering the rocky slopes, scattered dry washes carving through the pale soil, and the brilliant sun flaring gently near the top of the frame as the lens settles into a high-angle observational position, completely excluding the dirt track and the vehicle from view, emphasizing the vast isolation of the remote wilderness environment and the stark geological formations that dominate the horizon line, with the cool blue tones of the sky contrasting against the warm ochre hues of the exposed terrain.",
+          "The camera initiates a controlled vertical crane descent, steadily lowering its optical axis along the exact inverse mechanical path used during the ascent, while the descending viewpoint gradually reintroduces the lower terrain into the frame, showcasing the textured surface of the parched earth, the distant ridgeline beginning to anchor the upper portion of the composition, and the faint atmospheric haze lingering above the dry grassland as the lens methodically bridges the gap between the high aerial perspective and the ground level, with scattered juniper shrubs and weathered limestone outcrops slowly rising into view beneath the falling camera trajectory, capturing the shifting interplay of light and shadow across the undulating topography as the downward motion accelerates slightly toward the target zone, preparing the viewer for the imminent return to the primary focal point as the descent continues.",
+          "The camera completes its vertical crane descent, smoothly returning its mounting apparatus to the original ground-level elevation while stabilizing the optical axis to match the initial tracking alignment, while the restored perspective immediately recaptures the off-road vehicle speeding along the dusty trail, the taut yellow strap cutting through the thick brown dust cloud that continues to billow outward with relentless force, and the surrounding dry vegetation whipping past as the machine kicks up a fresh surge of soil under the bright sky, with the familiar rutted path and distant mountain backdrop perfectly realigned in the composition as the motion concludes, re-establishing the dynamic energy of the scene as the lens locks onto the rapidly advancing chassis, ensuring that every detail of the rugged machinery and the swirling particulate matter is sharply defined once again."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00043_01032",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand pours a brown powder from a small jar into a metal bowl of flour, then uses fingers to mix and toss the ingredients together.",
+          "The camera tracks smoothly to the right, shifting the view away from the center of the metal bowl to reveal the clean, light-colored wooden surface of the table adjacent to the preparation area.",
+          "The camera continues its rightward movement until the bowl is completely out of frame, leaving only the empty expanse of the wood-grain countertop and the edge of a dark mat visible.",
+          "The camera reverses direction and tracks to the left, moving back across the wooden surface as the silver rim of the mixing bowl begins to slide back into the frame.",
+          "The camera settles back into the original top-down position, fully framing the stainless steel bowl where a hand is vigorously tossing the white flour and brown yeast powder together."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00233_00090",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person wearing blue gloves pours white flour from a large white scoop into a shiny metal mixing bowl, creating a growing mound of powder.",
+          "The camera begins a smooth counterclockwise arc across the preparation surface, capturing the steady cascade of finely milled white flour pouring from a broad plastic scoop into a gleaming stainless steel mixing bowl while the bright blue nitrile gloves maintain a firm grip on the handle, and this shifting perspective highlights the warm natural daylight streaming through the nearby window to illuminate the growing mound of powder that forms delicate ridges inside the reflective interior alongside faint images of overhead wooden cabinetry shimmering along the curved metallic rim above a clean quartz countertop.",
+          "The camera continues its deliberate counterclockwise rotation away from the workstation, completely removing the mixing bowl and pouring action from view as the frame transitions to showcase the surrounding culinary environment bathed in soft morning illumination, and this new angle reveals pale wooden upper cabinets with minimalist hardware alongside a neatly organized open shelving unit displaying ceramic canisters beneath a large window dressed with sheer linen curtains that diffuse the incoming sunlight across matte white backsplash tiles and highlight the subtle grain of hardwood flooring.",
+          "The camera initiates a matching clockwise arc to reverse the previous trajectory, gradually sweeping back through the illuminated space while bringing the polished edge of the metal mixing bowl and a partial view of the blue-gloved hand back into the frame, and this returning perspective slowly reconstructs the culinary workspace by revealing the pristine quartz countertop surface alongside scattered stray flour particles near the container base and the curved silhouette of the white plastic scoop hovering above the rim under directional sunlight.",
+          "The camera completes its clockwise repositioning and settles back into the original vantage point, clearly framing the active preparation scene where a steady pour of white flour continues building a substantial textured mound inside the highly polished stainless steel vessel, and this restored composition displays the gloved hands maintaining a controlled tilt on the large white scoop to ensure a consistent flow of fine particulate that settles into soft peaks under bright natural lighting while secondary storage containers and subtle window reflections fully re-center attention on the process."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00581_00452",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A dark, inclined conveyor belt continuously transports scattered clumps of brown earth and debris upwards towards a processing area near large white silos.",
+          "The camera begins a steady downward crane motion, shifting the frame to capture the rugged concrete foundations and heavy steel supports while the inclined belt remains partially visible in the upper corner.",
+          "The camera continues its controlled downward crane descent, moving entirely past the machinery base until the conveyor and its earthen cargo disappear from sight and only the shadowed dirt floor and scattered rocks remain.",
+          "The camera initiates a deliberate upward crane reversal, rising smoothly away from the ground level to bring the lower structural beams back into view as the focus gradually returns to the mid-height framework.",
+          "The camera completes its upward crane ascent, locking back onto the initial composition to fully restore the view of the dark inclined belt hauling brown soil clumps toward the large white silos under clear skies."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00814_00048",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A vertical bandsaw blade steadily cuts through a thick, curved piece of lumber, following a blue marker line while sawdust accumulates on the black work surface.",
+          "The camera executes a steady, continuous pan to the left, deliberately shifting the lens away from the central workstation while maintaining a smooth horizontal velocity across the shop floor. This controlled movement reveals the adjacent wall-mounted storage racks packed with neatly organized hand tools, the faint reflection of overhead fluorescent lighting glinting off polished steel clamps, and the trailing edge of the black metal bandsaw table where a fresh crescent of pale yellow sawdust has just begun to settle, exposing how the natural grain of the surrounding pine shelving contrasts sharply with the industrial finish of the heavy machinery, all while the ambient hum of the workshop remains constant in the background.",
+          "The camera maintains its unbroken leftward pan, sweeping further across the room until the original cutting zone and the thick curved timber have completely vanished beyond the right frame boundary. The new composition exclusively highlights a large industrial dust collection unit mounted against the far concrete wall, its transparent plastic hose coiled neatly beside a heavy-duty rolling tool cabinet scarred with years of daily use, while natural daylight filters through a high transom window to cast long, soft shadows across a secondary workbench cluttered with measuring squares and grit sheets, confirming a full spatial displacement from the active machining area to a quiet storage corner.",
+          "The camera initiates a matching pan to the right, smoothly reversing its trajectory to begin the return sequence toward the primary cutting station. This deliberate horizontal shift gradually brings the wall-mounted hand tool racks back into view, captures the polished steel clamps once again catching the overhead fluorescent glow, and allows the trailing edge of the black metal bandsaw table to re-enter from the left side of the frame, while a fresh scattering of pale yellow sawdust becomes visible along the floorboards to trace the machine's recent path, methodically bridging the visual gap between the peripheral storage zone and the central workspace.",
+          "The camera completes its steady pan to the right, finally locking back onto the initial viewpoint to restore the original framing around the active bandsaw setup. The vertical cutting blade is now clearly positioned as it finishes its precise pass along the blue marker line, leaving a clean separation through the dense wood grain while a substantial mound of pale yellow sawdust rests undisturbed on the black work surface below, successfully re-establishing the primary woodworking scene with the cut segment slightly offset from the main block under bright workshop illumination that highlights the freshly exposed timber fibers."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00923_00451",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blacksmith uses tongs and a metal bar to bend and separate the glowing red, heated arms of a metal workpiece resting on an anvil.",
+          "The camera cranes down from its initial height, framing the soot-stained iron anvil and scattered charcoal dust around its base.",
+          "The camera continues to crane down toward the workshop floor, showing only the cracked concrete ground and a pile of discarded scrap metal resting nearby.",
+          "The camera begins to crane up from the ground level, capturing the blacksmith's heavy leather apron and the worn wooden handle of a nearby hammer.",
+          "The camera cranes up to re-establish the original workspace, clearly showing the glowing red junction of the bent metal piece resting on the anvil as the blacksmith manipulates it with tongs."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00132_00608",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A heavy mechanical press descends rapidly onto a glowing orange metal bar, forcefully crushing and flattening the hot steel against the lower die while debris scatters.",
+          "The camera initiates a smooth tracking motion to the right, gradually shifting the perspective away from the central forging station while maintaining a steady lateral pace across the industrial floor; the frame reveals the intense thermal radiation emanating from the freshly heated orange steel bar that continues to glow fiercely beneath the descending upper die of the heavy mechanical press, while small flakes of oxidized scale and scattered metallic debris accumulate on the worn lower die surface, all set against the dimly lit, soot-stained interior of the workshop where ambient heat shimmer distorts the surrounding air and heavy steel support columns anchor the massive hydraulic equipment to the reinforced concrete foundation.",
+          "The camera continues its uninterrupted tracking motion to the right, pushing the lateral displacement further until the central forging zone completely exits the frame and the original crushing action disappears from view entirely; the composition captures a cluttered row of heavy-duty storage racks filled with raw ingot blanks and coiled steel rods alongside a secondary grinding station equipped with abrasive wheels and coolant reservoirs, while stray sparks from distant welding operations illuminate the darkened periphery of the expansive manufacturing facility and dust particles drift slowly through the stagnant air near the concrete loading bays.",
+          "The camera initiates a deliberate tracking motion to the left, reversing the previous trajectory and beginning the paired return sequence that slowly guides the perspective back toward the central work zone; the lens captures the re-emerging edges of the massive press housing and heavy cast-iron guide columns while stray fragments of cooled slag and scattered metal shavings become visible on the workshop floor, all set against the backdrop of returning industrial elements like suspended cable reels and ventilation exhaust grates that gradually come back into alignment with the primary forging station.",
+          "The camera completes its smooth tracking motion to the left, fully restoring the original framing and re-establishing the central viewpoint that clearly displays the completed forging operation; the stabilized composition reveals the flattened and still-glowing orange steel bar resting securely on the lower die with its once-cylindrical shape now compressed into a broad rectangular plate, while the heavy upper press head remains fully descended and scattered flakes of dark oxidized scale lie strewn across the metallic work surface, all illuminated by the persistent radiant heat that continues to shimmer in the air around the freshly deformed workpiece."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00785_00180",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hammer strikes a glowing orange metal rod placed on an anvil, repeatedly pounding the heated metal to flatten and elongate it.",
+          "The camera tilts upward away from the rough, pitted surface of the anvil, slowly revealing the blacksmith's hand gripping the long iron tongs while the glowing orange tip of the metal rod remains visible near the center of the frame.",
+          "The camera continues to tilt upward until the anvil and the heated metal rod are completely out of view, exposing the dark, soot-covered brick walls of the workshop and a faint, flickering light source from a forge in the background.",
+          "The camera tilts downward, moving past the heavy chains hanging from the ceiling and the blacksmith's leather apron, guiding the viewer's gaze back toward the workbench area where the metalworking is taking place.",
+          "The camera completes its downward tilt to re-establish the original action area, bringing the heavy steel anvil and the elongated, slightly cooling metal rod back into sharp focus as the hammering process is ready to resume."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00550_00137",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blacksmith repeatedly strikes a glowing orange metal bar resting on an anvil with a hammer, shaping the heated material while sparks scatter upon impact.",
+          "The camera pans left across the workshop floor, and the frame captures a stack of weathered wooden planks and a rusted metal bucket resting near the tool rack.",
+          "The camera continues panning left, and the view shifts entirely to a shadowed storage corner lined with hanging leather aprons and a rack of cold steel chisels, leaving the anvil and glowing metal completely out of sight.",
+          "The camera begins panning right, and the frame sweeps past scattered iron filings and a sturdy workbench cluttered with heavy tongs and brass measuring gauges.",
+          "The camera completes its rightward pan to re-center the composition, and the original forging area returns into view with the heavy anvil and the intensely glowing orange metal bar clearly illuminated under the overhead lights."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00106_01537",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A rocket engine ignites on a test stand, transitioning from billowing white vapor to a massive, expanding plume of bright orange fire and exhaust gases erupting downward.",
+          "The camera initiates a steady, mechanical tilt downward, gradually shifting the optical axis away from the elevated support structure and tracking the initial phases of the propulsion sequence as the viewpoint migrates toward the launch pad infrastructure, revealing the thick, billowing white vapor that violently erupts from the circular nozzle assembly, capturing the dense, turbulent clouds as they swirl outward and temporarily obscure the intricate steel framework of the test stand while highlighting the stark visual contrast between the pristine industrial machinery, the reinforced concrete drainage trenches, and the raw, uncontrolled thermal energy being released during the critical static fire test.",
+          "The camera maintains its relentless downward tilt, carrying the viewer's perspective completely past the ignition zone and the surrounding support apparatus until the rocket engine and its fiery exhaust are entirely eliminated from the visual field, presenting a fully displaced composition now dominated by the rugged, water-stained concrete pad and the expansive network of drainage trenches that crisscross the test site, revealing scattered thermal debris, heat-discoloration patterns on the pavement, and the distant perimeter fencing that marks the secure boundary of the launch facility while establishing a grounded, terrestrial context far removed from the mechanical drama occurring just outside the shot.",
+          "The camera begins a controlled upward tilt, reversing its previous trajectory and gradually lifting the frame away from the desolate concrete pad and drainage infrastructure that had dominated the lower perspective, sweeping back across the heat-scorched ground surface and the shadowed contours of the test site while slowly recovering the structural elements of the launch mount as the bright, incandescent glow of the burning propellant starts to bleed into the lower edges of the composition and the intense orange flames begin to illuminate the surrounding steel framework with a fierce, pulsating radiance.",
+          "The camera completes its upward tilt, seamlessly restoring the original overhead perspective and bringing the rocket engine, its massive support truss, and the violently expanding plume of bright orange fire back into sharp, centralized focus, once again capturing the full spectacle of the static test as the circular nozzle assembly channels a tremendous, roaring torrent of superheated exhaust gases directly into the reinforced deflector pit below while revealing the intricate lattice of steel beams, the billowing white and orange vapor clouds, and the stark industrial geometry of the test stand against the dusty terrain."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00843_00563",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A small rectangular object on the ground violently erupts, shooting a dense fountain of bright orange sparks and intermittent white flashes into the darkness while releasing clouds of smoke.",
+          "The camera tilts downward, and the coarse, dry earth immediately surrounding the ignition site fills the lower frame as the initial spray of golden embers scatters across the dirt.",
+          "The camera continues its steady downward tilt, and only the shadowed, uneven soil and scattered pebbles beneath the blast zone remain in view while the eruption stays completely out of sight.",
+          "The camera initiates a smooth upward tilt, and the lower perimeter of the testing ground reappears where faint, drifting tendrils of gray smoke hover just above the darkened terrain.",
+          "The camera completes its upward return motion, and the original blast zone re-centers in the frame to clearly show the small rectangular casing still violently ejecting a dense fountain of bright orange sparks and thick white smoke into the night."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00107_00694",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A gloved hand presses a metal chisel against a rapidly spinning wooden block mounted on a lathe, carving away material and sending a spray of wood shavings into the air as the surface is smoothed.",
+          "The camera arcs smoothly clockwise around the workshop setup, shifting the perspective to capture the lateral view of the lathe while the gloved operator continues to apply the metal chisel to the rapidly spinning wooden block. As the lens rotates, the frame highlights the dynamic spray of wood shavings being ejected from the contact point, emphasizing the texture of the accumulating sawdust on the metal tool rest and the subtle vibration of the machine components under the pressure of the carving process. The motion maintains a steady pace, keeping the interaction between the tool and the wood as the focal point while gradually introducing the cluttered background of the workbench filled with various woodworking accessories, such as small bottles of glue and discarded metal fragments, which sit coated in a layer of fine dust. The clockwise movement enhances the sense of three-dimensionality, revealing the curvature of the wooden piece as it rotates and the way the light catches the swirling patterns in the wood grain.",
+          "The camera continues its clockwise arc past the active carving station, sweeping the view away from the spinning wood and chisel until the lathe mechanism disappears entirely from the frame. This displacement reveals the broader context of the dusty workshop floor, focusing instead on a pile of raw timber logs and a heavy wooden stump resting near the periphery of the workspace. The rotation brings into view the scattered debris of previous projects, including small plastic containers and metal scraps resting on a secondary workbench, while the lighting shifts to catch the dust motes floating in the air near the edge of the room. The original action of smoothing the wooden block is completely obscured, replaced by the static stillness of the stored materials and the textured surface of the sawdust-covered ground. The lens lingers momentarily on a weathered wooden block with a central hole, emphasizing the rustic and utilitarian nature of the environment before the view becomes fully detached from the immediate activity of the lathe.",
+          "The camera initiates a counterclockwise arc to reverse the previous trajectory, swinging back from the area of stored timber logs toward the central workspace. As the lens pivots, the frame tracks across the rough, dust-laden concrete floor, catching glimpses of the heavy wooden stump and the scattered metal tools that mark the path back to the lathe. The motion is deliberate and mirrored, retracing the environmental context established during the departure phase while the ambient workshop sounds of the machinery become more distinct as the viewpoint approaches the source. The rotation gradually aligns the perspective with the direction of the machine, preparing to reintroduce the active carving scene by sweeping past the secondary workbench cluttered with adhesive bottles and small hardware items. The counterclockwise movement smoothly transitions the focus from the static background elements back toward the dynamic center of the room, anticipating the return of the spinning wood and the operator's steady hand.",
+          "The camera completes the counterclockwise arc and settles back into the original close-up position, fully re-establishing the view of the lathe where the gloved hand is firmly pressing the metal chisel against the now-smoothed wooden block. The spinning wood fills the frame once more, displaying the refined surface texture achieved through the carving process, while a continuous stream of fine wood shavings sprays outward from the contact point. The focus sharpens on the interaction between the tool and the material, highlighting the precision of the operator's grip and the rhythmic removal of material as the lathe rotates at high speed. This return to the initial viewpoint confirms the continuity of the action, showcasing the progress made on the wooden object amidst the chaotic yet controlled environment of the woodworking station. The camera stabilizes, allowing the viewer to observe the final stages of shaping the bowl, with the dust-covered gloves and the gleaming metal of the chisel contrasting against the warm tones of the turning timber."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00550_00045",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blacksmith repeatedly strikes a glowing orange rectangular metal billet held by tongs on an anvil with a heavy hammer, deforming the hot steel as small sparks scatter with each impact.",
+          "The camera begins a steady pan left, and the frame reveals a stack of cooling metal tongs resting against a rough brick wall in the shadowed corner of the forge.",
+          "The camera continues the leftward pan, and the original action area disappears from view, leaving only a dusty shelf lined with iron files and a dim blue work light visible in the shot.",
+          "The camera reverses direction and starts a pan right, and the view captures a cluttered background where leather aprons hang from wooden hooks before the soot-stained anvil reappears at the edge.",
+          "The camera completes the pan right, and the original forging scene returns to focus, clearly displaying the blacksmith's hammer striking the glowing orange billet on the anvil with sparks scattering across the dark surface."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00270_00023",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "An Uzbekistan Airways airplane lands on a wet runway, creating a large rooster tail of water spray as its wheels make contact and spoilers deploy on the wings.",
+          "The camera tilts upward as the aircraft makes initial contact with the ground; the frame captures the blue and white Uzbekistan Airways fuselage gliding just above the rain-slicked tarmac with a sudden burst of spray from the main landing gear.",
+          "The camera continues tilting upward until the landing strip completely vanishes from view; the shot displays only the dense overcast sky and the rusted upper sections of distant perimeter lighting towers against the heavy gray clouds.",
+          "The camera tilts downward to initiate the return sweep; the view reveals the dark boundary treeline and the amber glow of the approach path indicators emerging from the lower edge of the frame.",
+          "The camera completes its downward tilt to restore the original perspective; the frame clearly shows the Boeing 767-300ER rolling down the wet runway with its wing spoilers fully deployed and a massive rooster tail of water erupting behind the tires."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00743_01705",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person throws a yellow disc that flies high through the air, gliding past green trees toward a metal disc golf basket with hanging chains.",
+          "The camera initiates a smooth pan to the left, keeping the yellow disc soaring through the air and the metal basket with hanging chains visible in the foreground as the perspective shifts slightly away from the center of action.",
+          "The camera continues the leftward pan, sweeping past the throwing zone until the player and the disc golf target are completely absent, revealing only a dense cluster of sunlit underbrush and a fallen log covered in moss.",
+          "The camera changes direction and begins a deliberate pan to the right, gliding back over the blurred greenery and the rough texture of a nearby tree trunk, preparing to reframe the original setting.",
+          "The camera finalizes the return pan to the right, re-establishing the original viewpoint where the metal disc golf basket with its silver chains is clearly visible again, centered in the frame as the yellow disc completes its approach."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00815_00446",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skateboarder in a white shirt grinds along a metal railing, loses balance while dismounting, and falls hard onto the concrete pavement, sliding on his back.",
+          "The camera begins a steady counterclockwise orbit around the plaza, tracking the skateboarder in the white graphic tee as he grinds his trucks along the silver metal railing, capturing the tension in his posture against the backdrop of passing vehicles and the urban street environment.",
+          "The camera continues its counterclockwise sweep, panning away from the rail to focus entirely on the adjacent street corner where a silver hatchback is parked near a thick tree trunk, effectively removing the skateboarder and the initial obstacle from the frame to highlight the empty space he is about to occupy.",
+          "The camera reverses direction with a smooth clockwise orbit, swinging back past the textured bark of the plane tree and the grey concrete pavers, gradually revealing the chaotic energy of the street as the view shifts from the static parked cars back toward the area where the skater landed.",
+          "The camera completes its clockwise return to the original vantage point, firmly re-establishing the scene to show the skateboarder sprawled on his back on the pavement, sliding to a rest near the tree base with his board lying detached nearby, marking the conclusion of the failed trick."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00815_00919",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skateboarder with long hair rides toward a metal rail, jumps onto it to attempt a grind, loses balance, and falls off onto the concrete pavement, sliding along the ground.",
+          "The camera initiates a steady downward tilt, revealing the sun-bleached concrete pavement and the vertical support posts of the metal rail.",
+          "The camera continues its smooth downward tilt, filling the frame with a patch of dry grass and a weathered red curb while the original skating zone remains completely hidden.",
+          "The camera begins a controlled upward tilt, bringing the shadowed trunk of a large oak tree and the adjacent green lawn into view.",
+          "The camera completes the upward tilt, restoring the original plaza scene where the long-haired skateboarder slides across the sunlit concrete near his overturned board."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00903_00080",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A BMX rider launches off a high concrete ledge, soaring through the air before crashing hard onto the pavement, causing the bike and rider to tumble and roll across the ground.",
+          "The camera tilts upward, tracking the BMX rider as he propels himself off the high concrete ledge, revealing the expansive gray stone cladding of the building and the vertical lines of the window frames that dominate the background.",
+          "The camera continues its upward tilt, moving past the rider's initial launch point to focus exclusively on the upper levels of the modern structure, framing the blank concrete surfaces and distant foliage while the street and the crashing rider are completely excluded from the shot.",
+          "The camera begins a smooth downward tilt, descending from the upper architectural details and sweeping back toward the ground, guiding the viewer's attention away from the sky and back toward the urban plaza where the event took place.",
+          "The camera completes its downward tilt to restore the original perspective, bringing the paved plaza back into full view where the rider lies curled on the ground next to his bicycle, with the base of the stairs and nearby parked cars clearly visible again."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00786_02269",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A bowler releases a black ball down a wooden lane. The ball rolls rapidly toward the white pins with red stripes, striking the formation and sending the pins scattering and tumbling across the deck.",
+          "The camera begins a smooth pan left, and the frame captures the gleaming black bowling ball as it accelerates down the polished maple lane toward the waiting white pins.",
+          "The camera continues the leftward pan, and the view shifts entirely to a dimly lit service corridor where the bowling lane and pins are completely absent from the shot.",
+          "The camera initiates a steady pan right, and the shot sweeps past the darkened side walls to gradually bring the glossy wooden gutters and pin deck back into focus.",
+          "The camera completes the rightward pan, and the perspective re-centers on the alley to clearly display the scattered white pins with red stripes tumbling across the dark sweep area after the impact."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00629_00640",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hockey player in a black jersey skates with the puck while being pursued by an opponent. He loses his balance, falls to the ice, and slides forcefully into the boards.",
+          "The camera initiates a deliberate crane down motion, steadily lowering its elevated broadcast perspective toward the frozen playing surface while maintaining a smooth vertical trajectory; as the optical axis descends, the frame clearly captures the black-jerseyed forward gliding across the freshly resurfaced ice with precise stick control as his white-clad defender aggressively closes the distance along the adjacent hash marks, all illuminated by the harsh overhead arena lights that cast sharp reflections across the cold expanse and highlight the vibrant advertising graphics mounted along the perimeter boards, effectively setting the stage for the impending physical engagement near the defensive zone where the players' blades continue to carve intricate patterns into the compacted snow, creating a dynamic visual contrast between the swift athletic movement and the rigid, frozen environment that demands constant balance and precision.",
+          "The camera continues its steady crane down trajectory, pushing the optical viewpoint further toward the rink floor until the initial skating zone completely disappears from the frame; as the descent reaches its lowest point, the lens now frames only the textured grooves and snow spray accumulating along the yellow kickplate at the base of the dasher boards, where the harsh overhead spotlights cast long, distorted shadows across the damp rubber matting and reveal the intricate network of skate marks etched into the cold, hard surface beneath the protective glass, completely isolating the foundational elements of the arena infrastructure while the dynamic player movement vanishes entirely from sight, leaving only the stark, unyielding materials of the rink's lower boundary in full view, where the accumulated ice shavings and moisture create a gritty, textured landscape that emphasizes the mechanical durability required for professional competition.",
+          "The camera begins a controlled crane up maneuver, gradually elevating its position away from the floor-level perspective and reclaiming the vertical space above the ice; as the ascent progresses, the frame slowly reintroduces the lower sections of the transparent acrylic barrier along with the metallic stanchions that secure the rink glass, allowing the ambient arena atmosphere to filter back into view through the subtle reflections on the curved safety panels and the distant blur of spectator seating that begins to emerge in the upper periphery, effectively bridging the gap between the grounded structural details and the broader competitive environment that awaits reentry into the composition, gradually restoring the spatial context necessary to understand the full scope of the game while the rising perspective reveals the interplay of artificial illumination and translucent materials that define the modern hockey arena experience.",
+          "The camera completes its steady crane up sequence, restoring the original broadcast elevation and aligning the optical axis back toward the center of the playing surface; as the viewpoint stabilizes, the frame clearly reveals the fallen athlete in the black jersey sliding to a halt against the padded boards while his stick lies discarded on the frosty expanse, surrounded by the scattered markings of the defensive zone and the crisp boundary lines that frame the intense physical confrontation now fully visible once more, successfully returning the audience to the primary point of interest where the impact and subsequent recovery unfold under the bright stadium illumination, re-centering the narrative on the critical moment of athletic collision and ensuring that the viewer's attention is firmly anchored to the original action zone as the sequence reaches its conclusive visual resolution."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00204_01516",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Two players in yellow shirts vigorously sweep the ice with brooms in front of a sliding yellow curling stone, guiding its path down the rink towards the target circle.",
+          "The camera tracks right, shifting the view along the polished white ice to reveal the blue sideboards and the red and blue \"World Curling\" logos as the sweepers continue their motion.",
+          "The camera continues tracking right, panning completely away from the athletes until the yellow shirts and the sliding stone are no longer visible, leaving only the empty ice sheet and the green \"Arla\" logo in the frame.",
+          "The camera tracks left, reversing direction along the rink boundary to bring the blue \"Swedish Winter Sports Research Centre\" advertisement back into view as the lens moves toward the active play area.",
+          "The camera tracks left to re-establish the original viewpoint, centering the frame once more on the two players in yellow shirts vigorously sweeping the ice in front of the yellow stone as it sits within the blue target circle."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00206_00877",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Large chunks of white ice are dropped into a clear glass resting on a white surface, landing at the bottom one by one.",
+          "The camera begins panning right, shifting the clear glass and its smooth white countertop toward the left edge of the frame while maintaining a steady overhead perspective.",
+          "The camera continues panning right, revealing only an unmarked expanse of the bright white surface and soft ambient lighting while the original drinking setup remains completely out of sight.",
+          "The camera starts panning left, sweeping across the pristine table area to bring the workspace edge and subtle shadow gradients into view as it retraces its previous trajectory.",
+          "The camera completes panning left, re-centering the frame to clearly show the clear glass on the white surface, now holding the accumulated ice chunks under steady lighting."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00903_00032",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person wearing a purple hat rides a blue BMX bike toward a low metal rail, attempts to grind along it, slips off the bike mid-trick, and tumbles onto the sidewalk.",
+          "The camera initiates a smooth lateral track to the left, steadily advancing along the quiet residential street while revealing a green municipal trash bin positioned beside a weathered wooden fence that borders the front lawn. The overcast daylight softly illuminates the damp asphalt roadway, highlighting faded white lane markings and a row of parked vehicles that includes a bright red hatchback alongside a dark gray sedan stationed near the curb, as the tracking movement continues at a consistent pace to capture the textured brick facade of a nearby house and the neatly trimmed grass verges shifting toward the right edge of the composition.",
+          "The camera persists in its uninterrupted leftward tracking motion, deliberately sweeping past the initial stunt zone to frame a tall corrugated metal gate marked with faded white graffiti tags alongside a narrow paved driveway that leads toward a secondary brick residence. Leafless spring trees sway gently against a muted gray sky, their bare branches contrasting with a series of identical utility boxes and concrete drainage grates that line the edge of the empty roadway, while the continuous lateral glide leaves the original riding location completely behind to present only distant parked cars and residential fencing within the newly established viewpoint.",
+          "The camera reverses its trajectory with a controlled rightward tracking sequence, smoothly gliding back toward the initial performance area while gradually reintroducing familiar streetscape elements into the composition. As the lens moves past the same concrete drainage grates and residential boundary structures, the damp asphalt and neatly trimmed grass verges reappear under the flat overcast lighting, while the distant silhouette of a brick house slowly emerges on the right side of the frame to allow parked vehicles and weathered wooden fences to slide back into view as the perspective steadily converges toward the original riding corridor.",
+          "The camera completes its synchronized rightward tracking maneuver, settling precisely into the original vantage point to clearly reframe the aftermath of the failed trick on the concrete curb. The blue BMX bicycle rests upside down against the low metal rail, its thick tires pointing skyward while the fallen rider sits slumped on the gray pavement, adjusting his purple beanie and brushing dirt from his black jacket, as surrounding details like the chipped white door of the adjacent house and scattered green grass patches remain sharply in focus under the flat daylight to fully restore the initial action zone and capture the exhausted posture of the cyclist exactly where the sequence began."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00280_00363",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skier descends rapidly down a steep, snow-covered mountain slope, navigating around scattered dark rocks while kicking up a large spray of white powder with each turn.",
+          "The camera begins a steady clockwise orbit around the mountain face, capturing the sunlit granite boulders and the trailing plume of fresh powder as the skier carves downward.",
+          "The camera continues the same clockwise arc, shifting the frame entirely away from the descent to reveal a distant, shadowed ridge line draped in wind-swept snowdrifts.",
+          "The camera initiates a counterclockwise orbit to reverse the trajectory, panning back across frost-covered scree fields and catching the sharp glint of sunlight on exposed rock faces.",
+          "The camera completes the counterclockwise return swing, realigning with the initial perspective to bring the steep snowy slope back into view where the skier navigates past scattered dark boulders."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00238_00133",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Glass marbles roll along carved wooden tracks, dropping into curved channels and striking a pivoting wooden hammer that swings back and forth.",
+          "The camera smoothly cranes downward while maintaining a perfectly level horizon, gradually shifting the visual focus away from the upper rolling assembly toward the foundational timber supports of the marble run; this deliberate vertical descent reveals the intricate joinery of the light-colored pine base where polished glass marbles with swirling blue and green cores rest momentarily in carved wooden recesses before continuing their kinetic journey under soft diffused daylight that highlights subtle grain patterns and precise router marks along every track edge while emphasizing the careful craftsmanship involved in constructing this mechanical toy that rests securely upon the slatted workbench, where the natural amber tones of the hardwood provide a warm contrast to the cool translucence of the rolling spheres as they navigate the carefully calibrated slopes designed to maintain consistent velocity throughout the entire course.",
+          "The camera continues its controlled crane down motion, steadily descending past the midpoint of the support structure until the upper marble tracks and swinging hammer mechanism completely disappear beyond the top edge of the frame; this fully displaced viewpoint isolates the interlocking wooden blocks that form the stable foundation along with scattered wood shavings and fine sawdust resting on the warm-toned slatted surface while natural ambient light casts soft shadows across the dovetail-style connections to reveal the precise alignment of vertical posts and horizontal rails that quietly distribute the structural load, creating a grounded composition that emphasizes the raw materiality and unadorned beauty of the construction process without any distracting kinetic elements to draw the eye away from the sturdy craftsmanship.",
+          "The camera reverses its trajectory with a smooth crane up motion, steadily rising from the foundational base toward the midsection of the wooden apparatus while keeping the lens perfectly level; this initial phase of the return movement gradually brings back into view the lower curved transition channels and the precisely routed grooves where the glass marbles accelerate before launching toward the impact zone under consistent overhead lighting that accentuates the clean geometric lines of the vertical support columns and the metallic pivot pin embedded in the swinging hammer arm, reorienting the viewer toward the central mechanism while carefully tracing the path of the marbles as they prepare to trigger the next cycle of kinetic energy transfer through the handcrafted assembly.",
+          "The camera completes its upward crane motion, returning to the exact original elevation and perfectly re-establishing the full operational view of the marble run system; this final shot restores the complete kinetic scene where the carved wooden tracks guide the translucent blue and green glass marbles into the curved catch basin to precisely strike the pivoting wooden hammer and set it into a rhythmic back-and-forth swing under bright natural illumination that emphasizes the smooth finish of the router-cut channels and the subtle wear marks on the impact block, clearly displaying the harmonious interaction between the rolling spheres and the handcrafted wooden mechanism exactly as it appeared before the camera departure while the surrounding slatted background remains softly out of focus."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00783_00136",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A shirtless man in green shorts runs across a wooden platform and leaps off the edge, falling through the air before splashing heavily into the murky water below.",
+          "The camera initiates a smooth downward tilt, tracking the shirtless man in green shorts as he sprints across the weathered wooden planks of the elevated platform structure.",
+          "The camera maintains the downward tilt, shifting the frame entirely away from the high deck to capture the murky brown water and the large concrete alligator sculpture on the shore.",
+          "The camera begins a steady upward tilt, rising from the chaotic splash zone to reveal the dark, rippling surface of the pond and the nearby floating plywood dock.",
+          "The camera completes the upward tilt, bringing the wooden railing and the tattered black flags back into the frame to re-establish the original launching point of the jump."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00651_01301",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Turbulent white foam churns and bubbles vigorously across the surface of dark green water, creating a splashing wake that continuously expands and mixes with the surrounding ripples.",
+          "The camera initiates a steady clockwise orbital sweep along the water's edge, and the vigorous churn of turbulent white foam fractures into bubbled clusters across the dark green surface.",
+          "The camera continues its uninterrupted clockwise rotation away from the disturbance, and a calm expanse of undisturbed dark green water marked by faint concentric ripples and scattered sunlight glints fills the frame.",
+          "The camera begins a deliberate counterclockwise orbital trajectory back toward the source, and the trailing edge of the expanding froth merges with fresh bubbles across the darker liquid.",
+          "The camera completes its counterclockwise orbital return to the starting position, and the turbulent white foam vigorously churns and splashes across the dark green water exactly as before."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00561_00108",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand dangles a crawfish just above the calm water surface until a large fish suddenly lunges upward, snatching the bait in its mouth and creating a violent splash as it thrashes back down.",
+          "The camera initiates a smooth counterclockwise orbital trajectory along the water's edge, gradually shifting its perspective away from the initial strike zone while maintaining a steady horizontal plane; as the lens continues its deliberate rotation, the frame captures the dark glassy surface of the pond reflecting the overhanging green willow branches alongside the lingering concentric ripples that slowly expand outward from where the predatory fish violently thrashed moments before, with faint sunlight glinting off the disturbed droplets suspended in the humid air and the muddy shoreline vegetation gently swaying in the quiet breeze, framing a tranquil natural setting.",
+          "The camera maintains its continuous counterclockwise orbital path, sweeping further along the perimeter to completely abandon the original feeding location while tracking the natural curvature of the embankment; in this fully displaced perspective, the viewer observes a dense thicket of cattails and submerged aquatic weeds dominating the foreground as their rustling leaves catch the dappled sunlight while the calm water stretches toward a weathered wooden dock in the distance, shifting the visual focus entirely to a quiet cove where dragonflies hover above the reeds and smooth river stones line the shallow bank.",
+          "The camera reverses its directional momentum and begins a deliberate clockwise orbital sweep, steadily guiding the viewpoint back toward the central aquatic stage while compensating for the earlier lateral displacement; through the shifting aperture, the frame gradually reintroduces the familiar shoreline contours and the glossy water surface where scattered patches of floating duckweed drift lazily in the gentle current and the damp earth of the bank glistens under the steady afternoon illumination, marking a steady navigational return as distant bird calls echo across the still air and cumulus clouds reflect on the liquid mirror.",
+          "The camera completes its clockwise orbital rotation and locks back onto the original strike zone, perfectly realigning the optical axis to restore the initial compositional framing while stabilizing all lateral drift; within the re-established view, the turbulent water surface continues to settle into expanding rings as the dark silhouette of the submerged predator remains faintly visible beneath the murk and the overhanging willow branches once again drape into the upper frame, documenting the settling aftermath as residual bubbles pop near the muddy bottom and the discarded crawfish shell drifts through the sunlit water."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00102_01345",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A mesh strainer filters a translucent pink liquid into a dark bowl, with thin streams dripping down to create ripples and clusters of bubbles on the surface of the red juice.",
+          "The camera tracks right to reveal the wooden table surface surrounding the dark bowl, while the mesh strainer remains positioned above the vibrant red liquid as fresh pink streams continue to drip and disturb the glossy surface with expanding bubbles.",
+          "The camera continues tracking right, shifting the frame completely away from the bowl and strainer to focus on the adjacent section of the rustic wooden worktable, where soft natural light highlights the grain of the timber and a blurred glass jar sitting in the background.",
+          "The camera tracks left to begin the return movement, bringing the edge of the dark ceramic bowl back into view while the surrounding wooden surface slides past, suggesting the approach to the juice preparation area where the pink liquid is being collected.",
+          "The camera completes its track left to re-establish the original viewpoint, centering the dark bowl once again as the mesh strainer filters translucent pink streams into the red juice, causing new clusters of bubbles to form and ripple across the shiny surface."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00503_01377",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person directs a high-pressure water spray from a nozzle along a dirty stone window sill and brick wall, washing away grime and debris as the stream moves back and forth across the surface.",
+          "The camera initiates a steady lateral pan left, smoothly tracking along the exterior brickwork while the high-pressure spray continues its rhythmic sweeping motion across the weathered stone ledge, revealing the stark contrast between the freshly rinsed surface and the accumulated layers of stubborn grime that cling to the lower masonry, with bright afternoon sunlight catching the fine mist as it drifts downward onto the damp soil and tangled green foliage below, highlighting the intricate texture of the wet bricks and the deliberate, methodical progress of the cleaning operation as the nozzle steadily advances toward the shadowed corner of the garden bed, where dense mature climbing vines cast dappled patterns across the dampened wall surface while the operator maintains a firm grip on the heavy hose assembly to ensure consistent water pressure throughout the entire washing sequence without interrupting the smooth visual transition across the residential facade and surrounding landscaping elements.",
+          "The camera continues its uninterrupted lateral pan left, drifting past the original cleaning zone until the window sill and active spray are completely excluded from the frame, showcasing a broader section of the red brick exterior wall that is heavily shaded by overhanging tree branches, where scattered leaves rest against the mortar lines and a narrow drainage channel runs parallel to the foundation, illuminated by filtered daylight that emphasizes the rough texture of the aged masonry and the quiet stillness of this untouched garden corner, far removed from the initial washing activity, while the lens steadily captures the intricate patterns of creeping ivy that climb vertically up the dampened surfaces, highlighting how natural vegetation gradually integrates with the architectural stonework over many seasons of exposure to rainfall, creating a serene botanical tableau that stands in quiet contrast to the maintenance task.",
+          "The camera initiates a deliberate lateral pan right, smoothly retracing its previous path along the brick facade while the frame gradually reveals a cluster of leafy shrubs growing near the base of the wall, where droplets of residual moisture cling to the vibrant green foliage and cast reflections under the bright sun, emphasizing the lush vitality of the garden planting and the boundary between the cultivated vegetation and the structural masonry, as the steady movement begins to pull the viewer back toward the focal point of the cleaning sequence, while the shifting perspective slowly brings the white painted window frame back into view, revealing how the light catches the dampened stone ledge and highlights the clean streaks left by the water, contrasting with the areas awaiting treatment, restoring the familiar composition for the reestablishment of the washing activity.",
+          "The camera completes its steady lateral pan right, smoothly returning to the initial vantage point while the frame fully captures the freshly cleaned stone window sill and surrounding red brick wall once more, showcasing the transformation achieved by the high-pressure spray as water continues to sheet off the masonry, with sunlight gleaming off the wet surface and illuminating the white window frame that stands out against the saturated bricks, while the operator adjusts the nozzle angle to rinse away the last traces of loosened debris, leaving the feature visibly refreshed and free of accumulated grime, as the mist settles onto the garden bed and allows viewers to appreciate the removal of dirt and the polished appearance of the residential facade under the afternoon sky."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00440_01043",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire rolls over a row of colorful balloons with faces drawn on them, popping them sequentially from right to left and spraying water onto the concrete.",
+          "The camera tilts down from the initial mid-level perspective, shifting the focus toward the ground as the black rubber tire begins to crush the green and blue balloons, highlighting the wet concrete texture and the spray of water escaping the latex.",
+          "The camera continues its downward tilt, completely displacing the original action area from the frame so that the car tire and the row of balloons are no longer visible, leaving only the stained, damp pavement and scattered water droplets in view.",
+          "The camera begins to tilt upward, initiating the return motion as the frame starts to recapture the lower section of the scene, bringing the wet sheen on the concrete and the deflated remnants of the pink balloon back into the bottom of the shot.",
+          "The camera completes the upward tilt to re-establish the original viewpoint, clearly displaying the entire row of popped balloons with their distorted emoji faces lying flat on the wet ground alongside the silver car wheel and tire."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00705_00059",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Popcorn pieces fall into a black pan containing yellow liquid eggs, accumulating on the surface, before a wooden spatula stirs the mixture, blending the white popcorn into the cooking eggs.",
+          "The camera tracks left, sliding the view along the rim of the black pan to reveal the textured inner surface and the wooden spatula tip, while the yellow egg mixture and floating popcorn kernels drift out of the frame toward the right.",
+          "The camera continues its leftward pan, fully displacing the cooking area to focus on the dark stovetop grates and the matte exterior curve of the skillet handle, leaving the bubbling contents completely out of sight in the shadowed background.",
+          "The camera tracks right, reversing direction to sweep back across the dark metallic burner and the skillet's handle, gradually restoring the view of the pan's edge as the lighting catches the sheen of the cookware material.",
+          "The camera finishes its rightward movement to re-establish the center frame on the black pan, showing the wooden spatula mixing the white popcorn into the yellow eggs, with the sizzling liquid and popped kernels clearly visible in their final cooking state."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00787_00007",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blue balloon drops onto a stone floor and bounces, rebounding upwards and falling back down multiple times in a rhythmic motion.",
+          "The camera initiates a steady pan right along the textured floorboards, smoothly tracking past the chipped edges and faded varnish; the frame now captures a neglected storage corner where a row of rusted metal shelves stands against a damp concrete wall, holding fractured glass jars and tangled ropes that catch the ambient glow of a flickering overhead bulb suspended from a blackened ceiling beam, while a stack of mildewed wooden crates marked with faded shipping labels rests near a narrow window sealed with grime that allows only a thin ribbon of grey afternoon light to slice across the accumulated layers of dirt and scattered cobwebs clinging to the rough brickwork, casting deep amber shadows that slowly migrate across the cracked plaster as the mechanical whir of the lens housing underscores the quiet transition away from the central impact zone entirely.",
+          "The camera continues its deliberate pan right across the dimly lit expanse, smoothly gliding past the weathered support pillars and scattered equipment; the view now reveals a completely different section of the warehouse where heavy canvas tarps drape over unidentifiable machinery, illuminated by the harsh glare of a single industrial work lamp mounted on a rolling cart, while the cold stone flooring gives way to compacted earth and scattered gravel that stretches toward a reinforced steel door marked with peeling hazard warnings, ensuring that the initial bouncing zone has disappeared from the frame as the lens sweeps past empty shelving units coated in thick grey dust and a collapsed cardboard box resting near a drainage grate that echoes with the drip of condensation from a leaking overhead pipe, casting elongated silhouettes against the damp masonry walls while the stale air carries the scent of oxidized metal and aged timber throughout the deserted corridor.",
+          "The camera reverses its trajectory with a controlled pan left across the shadowed corridor, steadily retracing its path past the damp masonry walls and oxidized fixtures; the composition now brings the familiar warehouse interior back into view, where the scattered gravel and compacted earth gradually transition back into the original weathered stone tiles, illuminated by the soft ambient glow of distant skylights filtering through accumulated grime, while the heavy canvas tarps and industrial cart slowly slide toward the right edge of the frame, reorienting the viewer toward the central open space where the rhythmic activity originally unfolded, accompanied by the hum of settling infrastructure and the faint rustle of loose papers shifting across the surface as the lens realigns with the primary focal point of the abandoned room, casting diagonal shadows that stretch across the chipped plaster and fractured floorboards while the cool evening breeze drifts through the ventilation shafts, stirring the atmosphere.",
+          "The camera completes its return pan left across the expansive floor, smoothly centering the frame on the familiar stone tiling to fully restore the initial vantage point; the shot now displays the blue balloon continuing its rhythmic bouncing motion against the worn wooden planks, illuminated by the wash of cool artificial lighting that highlights the scuffed surfaces and scattered dust, while the surrounding warehouse architecture remains static in the background, confirming that the primary subject has remained in place throughout the cinematic excursion, with the soft rubber impacts echoing against the cold masonry walls as the lens finally locks onto the repeating vertical trajectory, capturing the deformation of the inflated sphere upon each descent and the sway of its knotted neck against the dimly lit ground, casting elastic shadows that ripple across the cracked grout lines while the temperature drops slightly near the exposed brick columns, grounding the scene in tangible realism."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00447_00579",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A decorated car tire rolls forward over a line of colorful water balloons, sequentially bursting them and spraying water onto the red surface covered in confetti.",
+          "The camera executes a smooth clockwise orbit that steadily pivots around the entire festive arrangement, and the frame reveals how the polished silver alloy wheel embellished with a continuous band of golden rhinestones and cheerful emoji decals gradually advances over the initial yellow and pink water balloons while the untouched green, blue, and magenta spheres still rest in a neat row beneath the heavy black rubber tread, their stretched latex surfaces gleaming under the bright overhead lighting as early sprays of clear liquid erupt and scatter across the deeply textured crimson carpet that is thoroughly littered with iridescent confetti strips and scattered glass beads.",
+          "The camera continues its deliberate clockwise rotation that fully shifts the viewing angle away from the central zone, and the frame displays only the empty expanse of the deep red felt surface stretching toward the periphery where scattered metallic confetti fragments and stray glass beads catch the ambient light while the tire, the wheel decorations, and the entire lineup of water balloons have completely vanished from the composition, leaving behind a quiet stretch of crimson material dotted with abandoned streamers and dried water droplets that glisten faintly under the consistent overhead illumination.",
+          "The camera initiates a controlled counterclockwise orbit that steadily reverses the previous trajectory, and the frame captures the textured crimson carpet gradually sliding back into view as scattered confetti strips and glass beads drift across the lower edge of the composition while the surrounding environment slowly transitions from the empty periphery toward the central staging area, revealing fresh patches of iridescent paper shreds and tiny water droplets that reflect the bright overhead lighting as the lens begins its deliberate arc back toward the original focal point.",
+          "The camera completes its counterclockwise sweep that firmly re-establishes the initial viewpoint, and the frame clearly shows the decorated car tire resting past the flattened remnants of the yellow, pink, green, blue, magenta, and red water balloons while splashes of water thoroughly soak the crimson carpet and scattered confetti pieces cling to the wet rubber tread under the bright overhead lighting, with the rhinestone-trimmed wheel and emoji stickers now stationary amid the colorful debris that marks the final aftermath of the sequential bursting sequence."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00327_00223",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire rolls forward, sequentially crushing a row of colorful balloons lined up underneath the vehicle, causing them to burst and splash water across the pavement.",
+          "The camera tilts downward, shifting the focus from the side of the vehicle to the ground level, clearly framing the row of colorful balloons, specifically the blue and light blue ones, resting on the wet paving stones near the car's rear tire.",
+          "The camera continues its downward tilt, pushing the view further down until the car and the entire line of balloons slide out of the frame, leaving only the textured beige tiles and a patch of green vegetation at the driveway's edge in sight.",
+          "The camera begins to tilt upward, reversing the previous motion to slowly bring the lower section of the car back into the frame, revealing the wet sheen on the pavement where water has started to accumulate.",
+          "The camera completes the upward tilt to re-establish the original viewpoint, clearly showing the aftermath with the car tire now positioned over the popped remnants of the orange, red, and purple balloons scattered across the wet ground."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00563_01823",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire slowly rolls forward over a row of four colorful bottles filled with liquid, crushing them sequentially and causing the plastic containers to rupture and spill their vibrant contents onto the asphalt.",
+          "The camera executes a slow downward tilt, carefully adjusting its vertical axis to shift the perspective closer to the ground while maintaining a steady visual focus; as this motion unfolds, the frame clearly reveals the four brightly colored plastic bottles arranged in a neat row on the coarse gray asphalt, their translucent red, yellow, green, and blue bodies reflecting the overcast sky while a heavy automotive tire rests just behind them, ready to roll forward and crush the liquid-filled containers as a steady hand makes final positioning adjustments.",
+          "The camera continues its uninterrupted downward tilt, maintaining the exact same angular velocity established previously while deliberately pushing the central subject matter toward the upper edge of the frame until it completely disappears; as this displacement progresses, the viewer is presented with an isolated close-up of the rough, granular road surface that now fills the entire view, showcasing tiny embedded stones and faint weathering marks on the dark wet pavement while the crushed bottles and the vehicle tire remain entirely out of sight, emphasizing the stark urban texture beneath the experiment.",
+          "The camera begins a measured upward tilt, smoothly reversing the previous downward trajectory while gradually restoring the original horizontal alignment that was lost during the departure sequence; as the viewing angle ascends, composition slowly brings the aftermath of the crushing event back into sharp, clear sight, displaying the flattened plastic casings and the heavy car tire now resting atop a spreading mixture of vibrant liquid that has pooled across dry, cracked ground, while the withdrawn hand is no longer present in the frame.",
+          "The camera completes its steady upward tilt, finalizing the return movement and locking into the precise initial framing to perfectly re-establish the original action area within the center of the shot; as the perspective stabilizes, the entire scene of the destroyed containers is once again fully visible, showcasing the ruptured red, yellow, green, and blue bottles scattered across the damp asphalt with their colorful contents completely spilled and mixed into a glossy puddle that clings to the tread of the stationary tire under natural light."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00676_01135",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A brown-haired doll sits on a blue swing seat, swinging back and forth in a rhythmic arc. The metal chains sway as the doll oscillates toward and away from the camera.",
+          "The camera initiates a smooth counterclockwise orbit around the playground equipment, shifting the perspective to the right side of the swing set while keeping the brown-haired doll in view as it sits securely on the blue plastic seat, with the rusty metal chains swaying gently against the backdrop of the pink horizontal support bar and the expansive gray gravel surface that covers the ground.",
+          "The camera continues its counterclockwise trajectory, panning further left until the swing set and the oscillating doll slide completely out of the frame to the right, leaving the viewer looking solely at the surrounding park environment which features a weathered wooden fence running along the perimeter, patches of dormant brown grass, and a few scattered fallen red leaves resting on the paved pathway nearby.",
+          "The camera reverses its path and begins a steady clockwise orbit to return to the initial position, sweeping back across the park scenery until the pink vertical support poles of the swing set re-enter the frame from the left, accompanied by the dark, textured rubber safety mats that lie directly beneath the swinging area, grounding the scene in the playground setting.",
+          "The camera completes the clockwise return movement and settles back into the original frontal viewpoint, re-establishing the scene where the brown-haired doll is clearly visible sitting upright on the blue swing seat, dressed in a white shirt with blue stars and a yellow bib, as the swing moves rhythmically back and forth over the black rubber matting, mirroring the initial action perfectly."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00670_00049",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black bucket swing sways back and forth suspended by chains, casting a distinct, oscillating shadow on the bright green playground surface below.",
+          "The camera begins a steady counterclockwise orbit around the support frame, capturing the black rubber bucket seat as it arcs through the air while its metal chains catch the bright afternoon sunlight.",
+          "The camera continues its counterclockwise orbit away from the central fixture, revealing a sun-dappled stretch of artificial turf bordered by a weathered wooden fence and scattered dry leaves while the original swing area completely disappears from view.",
+          "The camera initiates a clockwise orbit to start the return path, sweeping across the textured green safety surfacing and bringing the curved metal edge of a nearby climbing structure into view.",
+          "The camera completes its clockwise orbit to restore the initial viewpoint, clearly framing the empty black bucket swing as it continues its gentle pendulum motion and casts a sharp oscillating shadow across the vibrant green ground cover."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00670_00871",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person swings a long wooden staff, striking the side of a shiny metal helmet that is resting on a block of yellow foam atop a wooden post.",
+          "The camera cranes upward along a steady vertical path, revealing the polished steel helmet, its darkened leather brow band, and the block of pale yellow foam resting securely on the weathered wooden post while the swinging staff slips out of the lower frame.",
+          "The camera continues its uninterrupted crane upward, displaying only the dense canopy of green oak leaves, dappled sunlight filtering through the upper foliage, and the blurred silhouette of a distant fence rail against an overcast sky.",
+          "The camera initiates a smooth crane downward, showcasing the mossy bark of a nearby birch trunk, tangled ivy creeping along the wooden fence line, and the upper corner of the target post as the perspective shifts back toward the impact zone.",
+          "The camera completes its controlled crane downward, presenting the slightly tilted silver helmet resting on the compressed yellow foam, the dangling chainmail skirt catching the ambient daylight, and the wooden staff held steady beside the sturdy post."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00679_00874",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A red toy fire truck is towed out of a dirt ditch by ropes connected to two other vehicles, flipping and rotating onto its wheels as it is pulled up the sandy incline.",
+          "The camera initiates a steady clockwise orbit around the scene, tracking the dynamic interaction between the vehicles. The frame highlights the red and white fire truck trapped upside down in the sandy ditch, connected by thin ropes to the black jeep and blue ATV positioned on the higher ground.",
+          "The camera continues its clockwise trajectory, sweeping past the rescue site to explore the perimeter of the diorama. The original ditch disappears from view entirely, replaced by a detailed shot of the large, textured beige rocks and small green plastic plants that border the upper section of the sandy terrain.",
+          "The camera shifts its motion to a counterclockwise orbit, beginning the return journey toward the central action. Visible in the frame are the rear tires of the black jeep and the blue quad bike digging into the sand, with the tow ropes extending downward toward the area where the fire truck was previously stuck.",
+          "The camera completes its counterclockwise rotation, re-centering on the ditch to show the resolution of the event. The red fire truck is now fully visible again, successfully pulled from the hole and rotated onto its four wheels, resting upright on the incline with the \"FIRE\" decal clearly legible on its side."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00608_00021",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person pours a thick, steady stream of white liquid from a large plastic container into a stainless steel mixing bowl positioned beneath a yellow industrial mixer arm.",
+          "The camera initiates a deliberate and steady downward tilt that gradually shifts the optical axis away from the upper workstation while maintaining a smooth mechanical descent across the brown tiled floor, and as the lens continues its controlled pivot, the frame clearly displays the thick steady cascade of white liquid continuing its uninterrupted journey from the large translucent plastic container gripped firmly by a pair of hands into the wide stainless steel mixing bowl, while the heavy yellow mechanical mixer arm remains suspended just above the turbulent surface, catching the cool ambient overhead lighting that sharply reflects off the curved metallic rim and the rapidly expanding frothy pool accumulating at the bottom of the vessel which glistens under the consistent artificial illumination and highlights the viscous texture of the dairy product as it merges with the existing contents.",
+          "The camera persists in its uninterrupted and increasingly steep downward tilt that drives the field of view completely past the pouring zone and the suspended mixing apparatus until the original workspace vanishes entirely from the frame, and once the downward rotation concludes its full arc, the shot exclusively reveals the dark brown ceramic tiled flooring scattered with damp cardboard protective mats, the sturdy painted base of a bright yellow chemical storage drum, and the textured metallic diamond-plate access ramp leading toward the floor drainage channel, all illuminated by the harsh overhead fluorescent fixtures that cast long stark shadows across the sterile industrial kitchen environment and highlight the accumulated moisture pooling near the heavy equipment support legs which creates a stark contrast against the pale grout lines and emphasizes the utilitarian nature of the food processing facility beneath the main workstation.",
+          "The camera initiates a smooth and highly controlled upward tilt that deliberately reverses the previous vertical displacement and gradually elevates the viewing angle away from the lower floor-level details toward the mid-section of the active processing area, and as the lens ascends along its predetermined mechanical arc, the frame begins to capture the polished stainless steel support legs of the heavy mixing station, the curved edge of a white flexible rubber hose coiled neatly against the pale green industrial wall paneling, and the highly reflective metallic surface of the equipment mounting platform, all bathed in the consistent artificial overhead lighting that steadily starts to reveal the familiar structural contours and operational zones of the food production workspace once again which gradually brings the surrounding machinery and storage shelves back into peripheral focus as the perspective climbs toward the central work zone.",
+          "The camera completes its steady and highly continuous upward tilt that precisely returns the optical axis to the original framing height and smoothly brings the primary processing zone back into clear centered focus within the industrial setting, and as the view finally stabilizes at its intended position, the scene once again fully displays the thick unbroken stream of white liquid steadily flowing from the large translucent plastic container into the wide stainless steel mixing bowl, the prominent yellow industrial mixer arm hovering directly overhead with its heavy black mounting bracket clearly visible, and the rapidly expanding frothy mixture accumulating inside the polished vessel, all sharply defined under the bright overhead workstation lighting that thoroughly illuminates the ongoing culinary production activity and restores the complete visual context of the initial pouring sequence which perfectly captures the viscous fluid dynamics and the precise alignment of the pouring operation as the manufacturing process continues without interruption."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00651_00392",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Turbulent ocean waves crash forcefully over dark rocks, churning the water into thick white foam and spray as the sea surges, swirls, and rolls continuously.",
+          "The camera initiates a steady tracking movement to the right, gliding laterally along the rugged coastline where jagged, sun-drenched dark rocks jut out from the churning sea. As the lens pans across the scene, the frame captures the violent collision of heavy swells against the stone, revealing thick layers of aerated white foam that swirl and boil around the submerged crevices. The motion follows the natural flow of the water, emphasizing the texture of the wet, black basalt slick with seawater and the chaotic patterns of the spray illuminated by the bright daylight. This lateral shift gradually moves the perspective away from the initial impact zone, showcasing the relentless energy of the ocean as it surges forward, while the intricate details of the frothing currents and the sharp, angular edges of the rock formation remain sharply in focus, creating a dynamic sense of continuous lateral displacement.",
+          "The camera continues its unwavering trajectory to the right, carrying the viewer completely away from the original crash site until the familiar dark rocks and primary surge zone vanish from sight. Now fully displaced, the frame is filled with a fresh expanse of turbulent water, where the ocean swells roll over a different section of submerged, moss-covered stones that glisten under the shifting sunlight. The view is dominated by the chaotic dance of thick, rolling white foam that spreads across the surface, obscuring the deeper currents below as the water churns with relentless intensity. This new vantage point highlights the endless repetition of the sea's power, capturing the mesmerizing swirl of aerated bubbles and the rhythmic undulation of the waves as they crash over unseen obstacles, presenting a scene of pure, unadulterated oceanic motion that shares the same ferocity but exists in a distinctly separate location along the shore.",
+          "The camera reverses its direction with a smooth tracking motion to the left, beginning the return journey as the frame starts to sweep back across the frothing surface of the ocean. As the lens glides leftward, the view transitions from the displaced zone of rolling swells back toward the area of high turbulence, revealing the glistening edges of wet rock emerging from the thick, churning white foam. The movement retraces the lateral path, bringing into focus the intricate textures of the water as it boils and crashes, with sunlight catching the spray that erupts from the hidden collisions beneath the surface. This return motion re-introduces the viewer to the escalating energy of the surf, capturing the dynamic swirl of the currents and the sharp contrast between the deep, translucent blue water and the bright, aerated mass that surges forward, signaling the approach of the original dramatic scene where the waves forcefully attack the dark stone.",
+          "The camera completes its return with a final tracking movement to the left, settling back into the original viewpoint to clearly re-establish the dramatic scene where turbulent ocean waves crash forcefully over the jagged dark rocks. The frame is once again filled with the powerful surge of the sea, showcasing the relentless churning of thick white foam that engulfs the submerged stone formations and swirls in chaotic patterns around the crevices. The main action is fully visible, with the heavy swells rolling in and shattering against the unyielding barrier, sending plumes of spray into the air while the water boils and froths with intense energy. This re-established perspective captures the continuous cycle of the ocean's assault on the coast, highlighting the wet, glistening surface of the rocks and the vibrant interplay of light on the aerated water, bringing the viewer back to the heart of the turbulent interaction between the surging sea and the solid earth."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00607_01039",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person swings a hatchet down, striking the top of a vertical piece of split wood on a stump, then places a round log beside it.",
+          "The camera arcs clockwise while steadily shifting its lateral position outward, gradually altering the parallax perspective across the sun-dappled clearing to establish a broader environmental context. This deliberate rotational movement brings the weathered chopping block into clearer relief, revealing the rough bark texture of the upright split timber, the scattered pale wood shavings across the dark stump surface, the curved metal handle of the embedded hatchet resting beside a small patch of bright green foliage, and the blurred outline of a panting dog at the frame’s right edge, all illuminated by soft overhead canopy light that casts long, shifting shadows across the dry soil and scattered pine needles while emphasizing the gritty, earthy tones of the outdoor workshop, where the warm afternoon glow enhances the natural contrast between the pale inner wood and the shadowed ground, creating a visually cohesive transition into the surrounding woodland.",
+          "The camera continues arcing clockwise while maintaining its outward lateral drift, completing the paired departure sequence by fully rotating past the central workspace to survey the surrounding terrain. This sustained rotational sweep leaves the chopping block and timber completely out of frame, instead capturing a quiet stretch of the forest floor dominated by a stack of weathered gray planks, tangled dry roots, and a fallen birch branch resting against a mossy stone, all bathed in the same diffused afternoon sunlight that filters through the dense canopy above and highlights the subtle variations in soil moisture, decaying leaf litter, and the soft green moss clinging to nearby tree bases while emphasizing the tranquil, undisturbed atmosphere of the woodland periphery, where gentle breezes occasionally rustle the underbrush and cast fleeting shadows across the uneven ground.",
+          "The camera arcs counterclockwise while steadily reversing its outward trajectory, initiating the paired return movement by sweeping back toward the central clearing. This corrective rotational path gradually brings the edge of the work zone back into view, revealing scattered fragments of light-colored bark, the worn leather handle of a nearby tool, and the gradual transition from the damp forest soil to the disturbed earth around the stump, all under the consistent natural lighting that maintains visual continuity across the shifting perspective while slowly reintroducing the familiar textures of the outdoor crafting area, including the faint impressions of boot prints, the glint of metal debris half-buried in the dirt, and the soft rustle of leaves stirred by the returning lens, which carefully tracks the subtle changes in ground elevation and the gradual reappearance of the central work zone.",
+          "The camera continues arcing counterclockwise while stabilizing its lateral position, fully re-establishing the original viewpoint to frame the completed chopping sequence. This final rotational adjustment centers the weathered stump once more, clearly displaying the freshly split vertical timber, the heavy hatchet still embedded in the wood, the newly placed round log resting snugly beside it, and the patient dog watching from the right, all captured under the same steady daylight that highlights the clean cut surfaces, scattered wood chips, and the rich grain patterns of the freshly exposed inner wood against the dark, textured bark, while reinforcing the grounded, hands-on atmosphere of the outdoor woodworking task through sharp focus and balanced natural illumination, which perfectly renders the final arrangement of tools and timber in a stable, centered composition."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00386_00350",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hammer repeatedly strikes a small, curved piece of copper metal held against the edge of a steel anvil, delivering forceful blows to shape the material.",
+          "The camera initiates a deliberate counterclockwise arc that smoothly rotates the viewpoint away from the central hammering action, tracking a wide circular trajectory around the massive steel anvil while the artisan’s soot-stained hand maintains a firm grip on the delicate copper strip against the hardened metal surface; this continuous pivoting motion steadily expands the visual field to encompass the surrounding workspace, clearly displaying a heavily marked wooden benchtop covered in fine metallic dust, several lengths of raw copper tubing arranged in loose spirals, a collection of weathered measuring calipers resting beside a rolled blueprint, and the soft, directional wash of a single workshop lamp that paints stark, moving shadows across the worn leather apron, scattered pliers, and various metalworking tools resting in quiet disarray throughout the dimly lit room.",
+          "The camera maintains its steady counterclockwise rotation, carrying the viewpoint further along the circular path until the anvil, hammer, and copper fragment entirely vanish beyond the left edge of the frame; this displaced perspective now captures a quiet storage alcove illuminated by the pale, diffused light of a high factory window, clearly showing a row of rusted metal lockers, a heavy bench vise bolted to a splintered worktable, shelves lined with glass jars containing sorted screws and rivets, and the faint shimmer of airborne dust motes drifting through the cool air above stacked wooden crates and folded canvas tarps, emphasizing the stark contrast between the active forging zone and this dormant section of the facility.",
+          "The camera begins a controlled clockwise arc that reverses the previous trajectory, sweeping back toward the center of the room while the workshop’s ambient lighting shifts subtly across the frame; this returning motion gradually reintroduces the periphery of the active workspace, bringing into view the edge of the oil-stained workbench, a cluster of hardened steel punches laid out in precise order, a worn grinding wheel mounted on the wall, and the warm glow of the pendant lamp that begins to illuminate the craftsman’s forearms as they re-enter the composition from the right side, signaling the imminent return to the primary metalworking station where the rhythmic shaping process is about to resume.",
+          "The camera completes its smooth clockwise return, stabilizing the viewpoint directly over the steel anvil while the original striking zone comes fully back into focus; this re-established perspective clearly frames the craftsman’s steady hands guiding the now-flattened copper piece, the heavy ball-peen hammer poised mid-swing, the bright metallic sheen of the shaped material catching the overhead light, and the scattered copper shavings resting against the dark iron surface, effectively restoring the initial composition and highlighting the precise deformation achieved through the repeated forceful impacts, while the consistent ambient hum of the workshop underscores the meticulous craftsmanship on display."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00786_00064",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A pool player hits the white cue ball, driving it into the black eight-ball. The force sends the eight-ball rolling into the top-left corner pocket while the cue ball deflects toward the bottom rail.",
+          "The camera initiates a steady counterclockwise orbital trajectory above the rectangular playing surface, gradually pivoting the viewpoint along the perimeter rails, while the vibrant blue baize, the scattered assortment of numbered spheres, the player’s gloved hand stabilizing the tapered cue stick, and the crisp white projectile all remain prominently centered in the frame as the impending strike begins to unfold, with the overhead illumination casting soft shadows across the slate bed and highlighting the polished metal corner pockets that await the incoming trajectory, ensuring that every geometric alignment and surface texture stays sharply in focus throughout the lateral sweep, while the surrounding acoustic panels and dark flooring provide a neutral backdrop that keeps visual attention locked on the impending collision, additionally, the subtle reflections on the phenolic resin balls catch the ambient light, creating a dynamic visual rhythm that complements the deliberate pacing of the orbital movement.",
+          "The camera continues its uninterrupted counterclockwise orbital path, sweeping further along the outer boundary, while the central playing zone steadily drifts out of sight, leaving only the peripheral environment in frame, where the heavy carpeted flooring, the reinforced wooden table legs, the adjacent wall-mounted scoreboard, and the diffused ceiling fixtures dominate the composition as the original strike location completely disappears from view, with the shifting perspective emphasizing the structural framework and room architecture rather than the game itself, ensuring that the blue felt and scattered spheres are entirely excluded from the final framing, concurrently, the ambient lighting casts long geometric shadows across the neutral-toned walls, reinforcing the spatial depth of the venue while the mechanical hum of distant ventilation systems subtly underscores the quiet atmosphere of the recreational space, this deliberate displacement isolates the surrounding infrastructure, allowing the viewer to appreciate the venue’s design elements before the perspective inevitably circles back.",
+          "The camera reverses its trajectory to execute a smooth clockwise orbital return, gradually steering the viewpoint back toward the interior zone, while the peripheral architecture slowly recedes, bringing the reinforced table edges, the textured floor mats, the illuminated exit signage, and the suspended lighting array back into transitional focus as the motion steadily realigns with the original playing field, with the rotational shift carefully bridging the gap between the displaced surroundings and the central action area, ensuring that the visual rhythm remains consistent and purposeful throughout the navigational adjustment, while the polished metallic trim along the cushion rails catches the returning light to create subtle gleams that guide the eye inward, establishing a seamless visual pathway that anticipates the forthcoming restoration of the primary scene, all within a single continuous sweep that honors the established spatial geometry and prepares the frame for the imminent return to the central focal point.",
+          "The camera completes its clockwise orbital arc, settling back into the original overhead alignment, while the blue felt, the scattered colored spheres, the player’s retreated stance, and the final resting positions of the white projectile near the bottom rail and the black eight-ball securely nestled within the top-left corner pocket all return to full visibility, effectively restoring the initial compositional balance, with the steady rotational closure bringing every geometric element back into precise registration, ensuring that the post-strike arrangement remains sharply defined under the consistent overhead illumination, while the surrounding frame edges stabilize to match the opening perspective, thereby delivering a coherent visual bookend that captures the resolved state of the table and final trajectory results, furthermore, the crisp contrast between the vibrant baize and the matte finish of the resin balls highlights the successful execution of the shot, providing a clear assessment of the final layout within the recentered view."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00648_00373",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A beat-up white pickup truck rams into the side of a damaged SUV, forcefully pushing it backward into a dirt embankment while kicking up a large cloud of dust.",
+          "The camera tracks left along the arena perimeter, and the frame captures the outer boundary where red safety netting separates the spectator crowd from the active crash zone.",
+          "The camera continues tracking left past the white canopy tents, and the view completely excludes the initial collision site as it settles on the distant green tree line.",
+          "The camera begins tracking right across the barren dirt runoff, and the shot sweeps over scattered tire marks that guide the perspective back toward the main competition grounds.",
+          "The camera finishes tracking right to re-center the viewpoint, and the scene clearly displays the battered white pickup truck and crushed SUV resting against the steep dirt embankment."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00479_00309",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A pool cue strikes the white cue ball, causing it to roll forward and collide with the yellow number one ball, pushing it toward the corner pocket.",
+          "The camera initiates a deliberate clockwise arc, smoothly rotating the viewpoint to the right while maintaining a clear focus on the vibrant blue felt of the pool table, capturing the dynamic interaction as the white cue ball strikes the yellow number one ball, with the surrounding environment including the dark wooden rails and the industrial diamond-plate wall texture coming into sharper relief as the perspective shifts away from the initial head-on angle, allowing the viewer to appreciate the spatial relationship between the stationary orange balls and the moving target as the lighting glints off their polished surfaces.",
+          "The camera continues its steady clockwise rotation, moving further along the perimeter of the table until the primary action area containing the scattering billiard balls and the corner pocket completely exits the frame, resulting in a view dominated by the empty stretch of the blue baize and the metallic sheen of the wall paneling, effectively isolating the scene from the gameplay moment as the lens settles on the peripheral details of the room, where the consistent overhead lighting reveals the subtle texture of the table cloth and the sturdy construction of the rail system.",
+          "The camera executes a return motion by initiating a counterclockwise arc, sweeping the lens back towards the left to gradually reintroduce the gaming surface, where the scattered arrangement of the orange and blue balls begins to reappear within the field of view, accompanied by the re-emergence of the table's corner structure and the ambient lighting reflecting off the smooth, polished surface of the cushions, signaling a transition back towards the central area of interest as the visual narrative prepares to resolve the sequence of the shot.",
+          "The camera completes the counterclockwise trajectory, restoring the original high-angle perspective that clearly displays the aftermath of the shot, with the white cue ball resting near the blue two ball and the yellow number one ball successfully lodged in the corner pocket, thereby re-establishing the complete visual context of the pool game with the black-gloved hand and cue stick visible in the foreground against the backdrop of the patterned wall, confirming the successful execution of the play and the final resting positions of the equipment."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00637_00239",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Players jump and dive across a grid of blue trampolines during a dodgeball game, throwing red balls at opponents while dodging incoming throws by flattening their bodies.",
+          "The camera steadily cranes down from its elevated mount, and the expansive grid of blue trampoline squares bordered by thick orange safety padding fills the frame as the athletes prepare to launch.",
+          "The camera continues to crane down toward the facility floor, and only the dark rubberized maintenance corridors and heavy-duty safety netting at the perimeter remain visible while the central playing court vanishes completely.",
+          "The camera begins to crane up from the lower position, and the industrial floor markings along with the spectator barriers slide out of view as the competition zone gradually returns to sight.",
+          "The camera completes its crane up to the original height, and the full overhead perspective of the dodgeball game reappears where competitors in black numbered jerseys dive across the blue mats to intercept the flying red balls."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00403_01560",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Four soda bottles lined up on a wooden table suddenly burst open in a rapid chain reaction, spraying dark liquid and debris violently into the air and knocking the containers off the surface.",
+          "The camera begins a slow, mechanical crane down movement along the vertical axis, steadily lowering its elevated vantage point while maintaining a rigid horizontal orientation, precise stabilization, and consistent focal parameters to gradually shift the compositional perspective without introducing any lateral drift or rotational adjustment. As the optical apparatus continues its deliberate descent, the frame clearly displays the weathered wooden table situated against a dense wall of vibrant green forest foliage, with four unopened cola bottles standing upright on a surface marked by chipped red and blue paint, their reflective plastic labels catching the diffused daylight while scattered cylindrical debris rests quietly on the rough timber planks, all illuminated by the soft outdoor lighting that highlights the natural textures of the grassy clearing.",
+          "The camera continues its steady crane down movement along the vertical axis, further lowering its perspective while preserving the established horizontal alignment, precise stabilization, and consistent focal parameters to complete the outward departure sequence without deviating from the prescribed downward trajectory. As the optical sensor reaches its lowest position, the frame exclusively captures the damp earth and tangled root systems at the base of the weathered wooden retaining wall, with patches of vibrant green grass, scattered dry leaves, and small weathered stones filling the composition, completely excluding the table and soda bottles from view while emphasizing the natural ground cover and rich soil textures under the same diffused daylight conditions that softly illuminate the quiet forest floor and surrounding vegetation.",
+          "The camera initiates a smooth, controlled crane up movement along the vertical axis, steadily raising its perspective while maintaining the rigid horizontal orientation, precise stabilization, and consistent focal length to begin the paired return sequence without introducing any lateral drift or rotational adjustment. As the optical apparatus ascends along the established trajectory, the frame gradually reveals the lower section of the grassy clearing, with tangled roots, scattered dry leaves, and small weathered stones coming into view alongside the base of the thick wooden retaining wall, all bathed in the same soft daylight that highlights the natural textures of the damp earth before the main table structure begins to reenter the composition from the bottom edge of the frame.",
+          "The camera continues its steady crane up movement along the vertical axis, steadily raising its perspective while preserving the established horizontal alignment, precise stabilization, and consistent focal parameters to complete the return sequence and fully restore the initial elevated viewpoint without deviating from the prescribed upward path. As the optical sensor reaches its original position, the frame clearly displays the chaotic aftermath on the weathered wooden table, with the four cola bottles now lying horizontally amid scattered debris and residual liquid stains, their glossy labels still visible against the chipped red and blue paint while thin wisps of smoke gently dissipate into the surrounding air under the consistent outdoor illumination that reveals every detail of the exploded scene across the timber surface and adjacent ground."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00843_00945",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A small firework box on the ground emits a continuous vertical fountain of bright white sparks and smoke, shooting upwards into the dark night sky.",
+          "The camera pans steadily to the left, shifting the perspective away from the central light source to reveal the dark, reddish gravel of the ground stretching into the shadows.",
+          "The camera continues the leftward pan, leaving the sparking device entirely out of frame to show only the empty, textured earth and the deep blackness of the night sky.",
+          "The camera begins to pan back to the right, sweeping across the dark terrain to capture the drifting white smoke that lingers in the air near the edge of the illuminated area.",
+          "The camera finishes panning to the right, returning to the original position to clearly show the small firework box still erupting with a fountain of bright white sparks and smoke."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00106_00880",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A sudden, violent explosion detonates against the side of a stationary metal structure, unleashing a rapidly expanding fireball and a dense cloud of black smoke that surges upward and outward.",
+          "The camera begins a steady crane up motion, rising gradually above the dirt mound, and the frame captures the violent detonation against the angular metal plates, a rapidly expanding orange fireball, and dense black smoke surging across the dry grassland.",
+          "The camera continues its upward crane trajectory, lifting higher until the blast zone completely disappears, and the view reveals only a pale overcast sky and a distant row of bare trees swaying above the barren testing range.",
+          "The camera initiates a controlled crane down movement, descending back toward the landscape, and the lens focuses on the upper layers of the rising smoke column, scattered metallic fragments, and lingering gray haze drifting over the flattened vegetation.",
+          "The camera completes its downward crane path, lowering precisely onto the original coordinates, and the shot re-establishes the heavily damaged metal structure, smoldering soil, residual flames, and the ongoing billow of black smoke."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00233_00238",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A steady stream of white flour and granulated sugar pours from a tilted metal bowl, cascading down into the basin of a larger stainless steel mixing bowl.",
+          "The camera arcs counterclockwise, sweeping past the reflective curve of the large stainless steel mixing bowl to highlight the gloved hand adjusting the angle of the smaller metal vessel, capturing the moment the mound of fine white flour and granulated sugar shifts and begins to tumble over the edge, where the powder catches the overhead lighting to create a soft, hazy glow as it falls into the dark basin, while the smooth motion of the lens circles around the setup to offer a dynamic perspective of the ingredients transferring from one container to the other, revealing the textured surface of the flour pile against the smooth metal walls.",
+          "The camera continues its counterclockwise arc, rotating further around the periphery of the workspace until the pouring action and the bowls have completely disappeared from the frame, leaving only the sturdy, painted metal base of the stand mixer and a section of the neutral-toned tiled kitchen floor visible in the background, where the ambient light catches the dust particles settling on the countertop edge and highlights the texture of the appliance's housing.",
+          "The camera arcs clockwise, reversing its previous trajectory to sweep back across the surface of the stainless steel kitchen counter, bringing the blurred edges of the mixer's housing back into view while the focus remains soft on the surrounding environment, capturing the glint of a nearby utensil and the texture of the countertop material as the lens begins to realign with the original composition, signaling a return to the culinary preparation area.",
+          "The camera completes its clockwise arc, returning to the original viewpoint to clearly show the gloved hand still tilting the metal bowl as the white flour and sugar continue to pour into the mixing basin, re-establishing the central scene with the cascade of ingredients now forming a growing mound at the bottom of the larger bowl, while the steady stream of powder highlights the texture and volume of the baking components against the metallic interior."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00138_00574",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire rolls over three cans filled with colorful water beads, crushing the metal containers and causing the blue and yellow beads to burst out and scatter across the pavement.",
+          "The camera initiates a deliberate, sweeping arc counterclockwise across the rough asphalt surface, maintaining a constant lateral drift that gradually shifts the optical axis toward the western boundary of the parking area while holding a fixed elevation and carefully managing the rotational speed to ensure stable parallax movement throughout the entire traversal, and the current frame reveals the three cylindrical tin packages still perfectly aligned in their original positions, their glossy printed wrappers catching the bright overhead sunlight, with the vibrant blue and yellow hydrogel pearls neatly packed to the very top edges, while the dark rubber tire of the sedan remains completely stationary in the upper right quadrant and small orange residue spots dot the weathered concrete near the shadowed undercarriage.",
+          "The camera maintains its deliberate counterclockwise trajectory along the outer boundary, increasing the rotational velocity to widen the panoramic sweep while keeping the lens level stable and navigating past the adjacent storage units, and the resulting composition entirely omits the original testing location, instead revealing a stretch of empty asphalt bordered by tall metal fencing, where peeling safety warnings cling to the rusted posts and discarded cardboard boxes accumulate near the storm drain, with harsh shadows cast by nearby utility poles stretching across the dry ground as distant traffic hums faintly in the background under the cloudless sky.",
+          "The camera initiates a smooth clockwise reversal from the distant perimeter, decelerating the lateral drift to gradually realign the optical axis toward the central parking area while holding a consistent elevation and reversing the previous rotational momentum, and the emerging perspective begins to reintroduce familiar structural elements, capturing the edge of the weathered chain-link fence and the cracked concrete surface, with scattered autumn leaves drifting across the frame and distant building facades slowly sliding out of view as the lens steadily tracks back toward the original zone under the unchanging afternoon light.",
+          "The camera completes its deliberate clockwise return toward the primary testing ground, reducing the rotational speed to precisely center the original composition while stabilizing the focal distance and locking onto the initial vantage point, and the final frame clearly displays the aftermath of the crushing sequence, with the three flattened metal containers lying completely destroyed on the pavement, their vibrant blue and yellow water beads scattered extensively across the rough concrete, while the heavy car tire rests directly over the mangled cans and glossy liquid residue glistens under the bright sunlight near the shadowed wheel well."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00561_01358",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "An empty black bucket swing suspended by chains swings forward and backward over white sand, moving from the background towards the foreground in a rhythmic pendulum motion.",
+          "The camera cranes upward with a steady mechanical rhythm, lifting smoothly away from the grainy white sand while maintaining a consistent optical alignment, and the mechanical chains of the empty black bucket swing gradually recede downward as the surrounding park environment unfolds with muted gray-green grass stretching outward across the uneven terrain, the distant line of eucalyptus trees softening into the twilight haze, and the fading natural light casting diffuse shadows across the weathered playground equipment to reveal a broader perspective of the quiet recreational space.",
+          "The camera continues to crane upward along the same vertical axis, climbing higher into the dusky atmosphere until the original sandy pit and the suspended bucket mechanism completely vanish from sight, and the upper framework of weathered wooden beams and corroded metal connectors fills the immediate foreground as the expansive grassy terrain compresses into a distant green mosaic below, with the pale overcast sky stretching across the horizon to create a fully displaced overhead perspective that entirely excludes the previous ground-level activity.",
+          "The camera begins to crane downward along a mirrored vertical path, lowering smoothly through the dimming atmosphere while adjusting its mounting height to track the shifting horizon line, and the high structural elements gradually migrate upward as the broad expanse of mowed grass slowly expands to reclaim the middle ground, the distant tree line sharpens into clearer silhouettes against the cooling sky, and scattered wooden park benches reemerge to reflect the soft ambient light.",
+          "The camera completes its crane downward motion, settling back toward the original vantage point while stabilizing its mechanical base to eliminate residual vertical drift, and the familiar patch of coarse white sand reoccupies the lower foreground as the empty black rubber bucket swing returns to clear view suspended by its heavy metal chains, with the gentle pendulum motion resuming its rhythmic trajectory to restore the exact spatial relationship and visual focus of the opening scene."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00909_00861",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A fielder in a black tracksuit dives across the dirt infield attempting to catch a hit softball, then rolls onto his back laughing and gesturing with his glove.",
+          "The camera pans left across the textured reddish-brown dirt of the infield, tracking past the fielder in the black tracksuit as he dives near the grass line with his glove extended toward the rolling yellow softball.",
+          "The camera continues panning left, moving completely away from the infield action to reveal the outfield perimeter where a chain-link fence stands in front of dense green trees and a building in the background.",
+          "The camera reverses direction and pans right, sweeping back past the green protective padding on the fence and the chain-link mesh, gradually bringing the edge of the dirt infield back into the frame.",
+          "The camera completes its pan right to re-establish the original scene, clearly showing the fielder in the red cap lying on his back in the dirt, laughing heartily and gesturing with his glove after the missed play."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00098_00335",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Hands crack white eggs into a large metal bowl filled with raw yolks. The person taps the shells to break them, releasing the yolk and white to splash into the accumulating mixture of bright orange yolks below.",
+          "The camera begins to arc clockwise away from the central bowl, revealing the edge of the workstation and the rhythmic motion of the hands as they manipulate the white shells. As the lens shifts its orientation, the view encompasses the large stainless steel vessel brimming with vibrant orange yolks while the operator continues to tap the eggs against the rim, causing fresh yolk to splash into the accumulating mixture below. The green plastic crate in the background becomes more prominent, filled with untouched white eggs waiting to be processed, while the lighting reflects off the metallic surface of the bowl and the glossy texture of the raw eggs. The clockwise rotation starts to displace the primary action, moving the focus toward the peripheral equipment and the stack of empty shells gathering near the operator's elbow, maintaining a steady pace that suggests a continuous inspection of the surrounding kitchen environment before fully departing the main subject.",
+          "The camera continues its smooth clockwise arc, carrying the frame completely away from the egg-cracking station until the metal bowl and the operator's hands vanish from sight, leaving the primary action area entirely obscured. Now the view settles on the adjacent section of the kitchen, highlighting a stack of industrial cardboard boxes and a mop bucket tucked against a tiled wall illuminated by cool overhead fluorescent lights. The texture of the worn linoleum flooring is clearly visible, along with the shadow cast by a nearby shelving unit holding large jugs of oil and cleaning supplies. The rotation emphasizes the depth of the workspace, showing the cluttered but functional corner where maintenance tools are stored, completely obscuring the culinary preparation area and leaving only the static background elements and the ambient hum of the facility's ventilation system within the frame, ensuring no part of the original egg-cracking activity remains in view.",
+          "The camera initiates a counterclockwise arc to return to the original position, sweeping back across the kitchen environment and gradually bringing the edge of the green egg crate back into view as the motion reverses the previous departure. As the lens rotates, it captures the operator's tattooed forearm resting near the workspace boundary and the gleaming rim of a stainless steel sink adjacent to the preparation area, reflecting the bright ambient light. The movement reveals the transition from the storage corner back to the active station, highlighting the texture of the wooden cutting board and a few stray droplets of yolk on the counter surface that hint at the ongoing work. The counterclockwise movement smoothly reconnects the viewer with the production line, framing the side profile of the metal bowl and the pile of discarded shells that have accumulated during the process, signaling the approach to the main action without yet fully revealing the cracking hands.",
+          "The camera completes its counterclockwise rotation, re-establishing the original vantage point and centering the frame on the large metal bowl once again so the main action is fully restored. The view clearly shows the operator's hands actively cracking white eggs, with fresh yolks splashing into the dense collection of bright orange spheres already filling the container, matching the initial scene composition. The green crate full of white eggs is visible in the background, providing context for the ongoing task, while the lighting accentuates the glossy sheen of the raw yolk and the frothy texture of the accumulating mixture. The steady return motion locks onto the primary subject, capturing the rhythmic tapping of the shells and the fluid release of the egg contents, restoring the full context of the food preparation scene with the same clarity and focus as the starting perspective, confirming the successful return to the core activity."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00512_00883",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person wearing black gloves pours a large quantity of white flour from a metal container into a large, empty stainless steel mixing bowl, creating a cloud of dust as it falls.",
+          "The camera initiates a deliberate counterclockwise orbit, sweeping smoothly around the curved edge of the heavy-duty preparation table while gradually shifting its lateral position outward from the central workspace to establish a wider peripheral perspective; the frame captures the polished interior of the large stainless steel mixing bowl reflecting the bright overhead kitchen lights while the dense stream of white flour tumbles from the rectangular metal container, partially obscuring the black nitrile gloves that firmly grip the reinforced edges as a soft haze of airborne particles begins to drift across the checkered tile floor beneath the workstation, catching the ambient daylight streaming through the nearby ventilation windows and highlighting the sharp textural contrast between the smooth metal surfaces and the powdery accumulation forming along the basin's rim.",
+          "The camera continues the counterclockwise orbit, pushing further along the peripheral trajectory while maintaining a consistent rotational speed that carries the viewpoint steadily away from the primary work zone to explore the surrounding environment; the frame reveals a long wall of open wooden storage shelves densely packed with stacked ceramic ingredient jars and suspended copper measuring tools that catch the warm glow of pendant fixtures, while the original mixing station and the flour-pouring action remain completely out of view behind the partitioned counter, leaving only the quiet, organized backdrop of the pantry area in sharp focus under the steady artificial illumination that washes over the polished hardwood flooring and highlights the subtle dust motes drifting through the still air.",
+          "The camera begins a clockwise orbit, reversing the previous trajectory while smoothly arcing back toward the central workstation with a controlled rotational pace that gradually narrows the distance to the main preparation area to restore the initial compositional framing; the frame captures the rounded edge of the stainless steel bowl coming back into sight alongside the faint residual haze of white flour dust settling onto the gray tiled floor, with the ambient kitchen lighting now casting softer shadows across the workspace as the lens steadily realigns with the original cooking station, revealing the metallic sheen of the container handles and the scattered powder traces left by the earlier pouring sequence under the consistent overhead illumination that evenly washes over the entire countertop.",
+          "The camera completes the clockwise orbit, settling back into the original frontal viewpoint while stabilizing its position directly in front of the workstation with a precise rotational adjustment that locks the frame onto the central cooking area to finalize the visual sequence; the view clearly displays the large stainless steel mixing bowl once more, now holding a substantial mound of finely sifted white flour, while the black-gloved hands steadily tilt the rectangular metal container to finish the pour, sending a fresh cascade of powder into the basin as the lingering dust cloud slowly dissipates under the bright kitchen lights, restoring the complete action scene with the bowl's polished rim catching the overhead glare."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00843_01092",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Bright white sparks continuously erupt and fountain outward from box-shaped fireworks placed on the dark ground, creating a chaotic spray of light while thick smoke billows upwards into the night air.",
+          "The camera tilts upward, shifting the focus away from the box-shaped fireworks on the ground while bright white sparks continue to fountain outward and thick smoke billows into the night.",
+          "The camera continues to tilt upward until the erupting fireworks are completely out of frame, revealing only the dark night sky, distant streetlights, and the upper drift of the smoke plume.",
+          "The camera tilts downward, sweeping back past the silhouettes of nearby trees and dark surroundings to guide the viewer's eye back toward the illuminated area on the ground.",
+          "The camera completes the downward tilt to re-establish the original viewpoint, clearly showing the box fireworks on the dark pavement once again as they spray chaotic bursts of light."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00138_00190",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A large concrete block drops onto a standing pink tablet, crushing it instantly. The tablet buckles and shatters under the weight, flattening against the metal platform as the block impacts and disintegrates into rubble.",
+          "The camera initiates a steady tracking movement to the left, smoothly gliding across the industrial testing floor, while the bright pink protective casing of the vertically positioned tablet stays clearly visible in the mid-ground, resting securely on its black plastic stand atop the polished metal platform that features prominent yellow and black caution tape along its reinforced edges, all bathed in the harsh, directional beam of two large production lights mounted on heavy rolling tripods, which create a dramatic atmospheric haze and cast deep, elongated shadows over the small wooden spacers scattered nearby, perfectly framing the heavy gray concrete cinder block as it hovers completely motionless in the air, emphasizing the stark material contrast between the delicate electronic glass screen and the massive construction masonry just before gravity finally takes over in this controlled warehouse environment, capturing every subtle reflection on the glossy screen surface while maintaining a crisp depth of field that keeps both the foreground device and background equipment sharply defined throughout the lateral shift.",
+          "The camera continues its deliberate tracking motion to the left, steadily shifting the perspective away from the central testing zone, until the original impact area disappears completely from the frame, revealing instead the expansive, dimly lit periphery of the warehouse studio where heavy-duty equipment cases with reinforced aluminum corners sit stacked against a corrugated metal wall, while tangled black power cables and precise gaffer tape floor markers line the smooth concrete surface, and a distant blue industrial generator labeled with faded white text rests near a set of large ventilation ducts, all illuminated by the faint, diffused spill of the overhead lighting rig that creates a moody, cinematic atmosphere across the empty staging space, completely isolating the viewer from the pending destruction and focusing attention on the quiet, utilitarian backdrop of the professional production environment, which provides a stark, quiet contrast to the violent energy that will soon erupt at the center of the room, reinforcing the isolated nature of this professional filming location.",
+          "The camera begins its paired return tracking movement to the right, smoothly reversing its lateral trajectory across the warehouse floor, as the polished edge of the reflective metal platform gradually slides back into the foreground, bringing with it the scattered wooden support blocks and the distinctive yellow and black hazard striping that clearly marks the designated impact zone, while the heavy-duty lighting stands and their intensely focused beams slowly reappear in the peripheral vision, casting a warm, high-contrast glow over the textured concrete surface and highlighting the pristine, uncracked exterior of the suspended cinder block just as it begins its final, gravity-driven descent, effectively guiding the viewer’s attention back toward the central staging area where the carefully arranged experimental setup quietly awaits the inevitable collision, building a palpable sense of tension in the controlled space as the mechanical rigging creaks faintly under the mounting weight of the suspended masonry.",
+          "The camera completes its tracking return to the right, smoothly settling back into the original centered viewpoint, as the fully crushed pink tablet and the completely shattered remains of the heavy concrete block come sharply into focus on the industrial metal platform, revealing the totally flattened electronic device with its severely buckled glass screen and exposed internal circuitry lying directly beneath a scattered pile of gray masonry rubble and fine white dust particles that still drift lazily in the air, all dramatically illuminated by the two intensely bright studio lamps that cast sharp, directional highlights across the extensive debris field and emphasize the devastating structural aftermath of the high-impact drop test on the clearly marked hazard-striped surface, where the scattered fragments and twisted metal components tell a clear story of overwhelming force, leaving the testing zone permanently altered by the experiment."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00106_00623",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A massive fireball erupts, expanding rapidly into a towering column of orange flames and dark smoke. Numerous pieces of debris and shrapnel are violently ejected outward, scattering through the air against a clear sky.",
+          "The camera initiates a steady pan to the right, shifting the lens across a field of scorched earth and scattered twisted metal that continues to glint under the harsh midday sun while capturing the initial trajectory of ejected fragments.",
+          "The camera continues its uninterrupted rightward drift, framing a calm riverbank and a line of undisturbed green foliage that contrasts with the earlier chaos, ensuring the original detonation zone completely vanishes from the edges of the shot.",
+          "The camera reverses direction and begins a deliberate pan to the left, sweeping back over the open dirt terrain where faint trails of gray smoke and drifting embers signal the approaching impact site and reconnect the peripheral landscape to the main event.",
+          "The camera completes its leftward sweep and firmly re-centers on the original action area, framing the towering column of orange flames and heavy structural debris still raining onto the scorched ground below as the fireball continues to churn against the clear sky."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00744_00415",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire rolls forward over two large clear balloons filled with colorful water beads on wet concrete. As the tire makes contact, it crushes the balloons, causing them to burst and scatter the beads and water across the ground.",
+          "The camera initiates a steady upward tilt at the precise moment the heavy, treaded rubber tire rolls forward to crush the first large, translucent water balloon, causing the thin latex membrane to rupture violently and send a chaotic spray of multicolored hydrogel beads and clear water splashing across the rough, textured concrete surface, which glistens with moisture under the diffuse, overcast daylight while the golden \"D'matches\" lettering on the customized rim catches a brief glint of reflection, simultaneously revealing the lower suspension components and the dark, muddy undercarriage of the vehicle as the perspective begins to shift away from the ground level debris, capturing the dynamic interplay between the mechanical force of the automobile and the fragile, colorful contents of the bursting sphere, where tiny blue, yellow, and red beads scatter like confetti across the damp pavement near the second intact balloon that remains poised for destruction.",
+          "The camera continues its smooth upward trajectory, leaving the crushed remains of the first balloon and the scattered hydrogel beads far below the frame, sweeping up along the curved silver fender and the dark, glossy wheel well of the vehicle to focus on the sleek body panels and the side mirror, which reflects the gray, cloudy sky above, effectively removing the original action area from view entirely and replacing the chaotic ground scene with the static, metallic surfaces of the car's exterior and the muted tones of the surrounding environment, highlighting the contrast between the vibrant, scattered colors on the wet concrete and the clean, polished lines of the automobile's design as the lens captures the upper portion of the door and the window frame against the backdrop of a bright, overcast day, where distant trees and a faint horizon line suggest a suburban setting.",
+          "The camera reverses its previous motion with a deliberate downward tilt, shifting the focus from the upper body panels and the reflective side mirror back towards the wheel assembly, bringing the silver rim and the black tire back into prominence as the frame descends past the dark wheel well, anticipating the return to the scene of the popped balloons where the colorful beads now lie scattered across the wet surface, capturing the texture of the car's paint and the gleam of the chrome accents as the perspective lowers, reorienting the viewer towards the ground level where the aftermath of the bursting spheres awaits rediscovery, with the light catching the water droplets on the vehicle's surface and emphasizing the transition from the static car body back to the dynamic, debris-strewn concrete below, as the golden text on the tire begins to re-enter the frame from the top.",
+          "The camera completes its downward tilt to fully re-establish the original action area, revealing the wet concrete ground once more where the two large water balloons have been completely crushed, leaving behind a vibrant carpet of multicolored hydrogel beads and shattered latex fragments scattered around the base of the tire, which now rests stationary amidst the colorful debris, showcasing the final state of the scene with the golden lettering on the rim clearly visible again and the water-soaked pavement glistening under the natural light, effectively bringing the viewer back to the point of impact where the mechanical force has transformed the intact spheres into a chaotic, beautiful mess of scattered colors, with tiny blue, red, yellow, and green beads embedded in the rough texture of the concrete and pooling in the small puddles of water released from the burst balloons."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00098_01181",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand cracks a brown egg, dropping the yolk and white into a clear glass, then reaches into a carton to grab another egg and cracks it into the glass as well.",
+          "The camera initiates a smooth, steady crane upward motion, gradually elevating its perspective above the workspace; the warm, diffused kitchen lighting catches the glossy sheen of the remaining brown eggs nestled securely within their molded cardboard carton, while stacked recipe cards and scattered parchment papers rest across the aged wooden surface in a cozy, amber-hued glow that emphasizes the domestic tranquility of the morning preparation ritual and establishes a continuous vertical trajectory that begins to shift the focal plane toward the upper regions of the room, effectively expanding the spatial context beyond the initial close-up framing and revealing the subtle texture of the surrounding cabinetry alongside the gentle shadows cast by nearby utensils hanging from a wall-mounted rack, which reflects the soft ambient illumination and reinforces the intimate, lived-in atmosphere of the culinary environment.",
+          "The camera continues its uninterrupted crane upward trajectory, steadily rising past the preparation zone until the original action area completely disappears from view; the muted green wall, the blurred outlines of upper shelving units, and a soft overhead pendant light fixture become the sole focal points, capturing the subtle texture of the painted drywall and the faint dust particles drifting through the ambient illumination to create a quiet, elevated vantage point that momentarily suspends the narrative focus while maintaining the established vertical momentum, thereby framing the architectural details of the ceiling corner and the gentle gradient of shadows that define the upper perimeter of the kitchen space, effectively isolating the structural elements from the culinary activity below, leaving only the serene, unoccupied overhead environment visible within the expanding frame.",
+          "The camera smoothly reverses its vertical trajectory by commencing a controlled crane downward motion, gradually descending from the elevated architectural vantage point; the soft contours of the upper shelving and the warm, amber-toned illumination slowly drift back into the lower periphery, signaling the transition toward the workspace while the blurred edges of recipe binders and the faint silhouette of a hanging utensil rack reorient the viewer’s spatial awareness, setting the stage for a seamless return to the primary subject area without abrupt jumps or disorienting shifts in perspective, as the descending lens carefully navigates through the ambient lighting gradients to restore depth and context, allowing the textured surfaces of the surrounding cabinetry to gradually re-emerge and guide the eye downward.",
+          "The camera completes its deliberate crane downward motion, smoothly re-establishing the original eye-level viewpoint; the cluttered wooden table, the clear glass now holding two cracked eggs with vibrant yellow yolks suspended in translucent whites, and the open cardboard carton return fully into sharp focus, while the steady hand that has just finished pouring the second egg remains positioned above the rim, effectively restoring the intimate framing of the food preparation scene and confirming the continuity of the action within the cozy, amber-lit domestic environment, highlighting the glossy curves of the remaining eggs and the scattered parchment papers that surround the immediate workspace, as the composition settles precisely where it began to anchor the visual narrative back to the central culinary task."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00563_00668",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A pool player thrusts a cue stick forward to strike the white cue ball, which rockets across the table and smashes into the racked colored balls, sending them scattering and bouncing off the cushions.",
+          "The camera initiates a deliberate outward arc counterclockwise, smoothly rotating its elevated vantage point while gradually widening the spatial framing without altering the vertical height; this continuous rotational movement exposes the expansive gray playing surface where the white cue ball continues its rapid trajectory toward the left cushion, simultaneously capturing the scattered rainbow of numbered spheres as they decelerate against the velvet texture and settle near the triangular rack footprint while the overhead studio lighting casts soft shadows across the polished wooden rails and diamond-shaped position markers that line the perimeter of the professional billiard table, emphasizing the contrast between the dark slate bed and the bright polymer coatings of the moving spheres as they roll toward the side pockets, while the discarded chalk residue on the tip of the resting cue stick remains faintly visible near the bottom edge of the frame.",
+          "The camera continues its steady outward arc counterclockwise, maintaining the established rotational velocity while smoothly transitioning the optical axis away from the central play zone without any sudden directional shifts; this persistent displacement gradually reveals the surrounding recreational environment where the vibrant blue commercial carpeting dominates the lower visual field, accompanied by the matte black finish of the table support legs and a nearby equipment storage cabinet that reflects the ambient overhead illumination, completely excluding the original billiard surface from the composition as the perspective migrates toward the peripheral room architecture and stationary furniture pieces positioned along the far wall boundary, showcasing the neutral gray acoustic panels mounted above the baseboards and the subtle grain patterns of the laminate flooring that extends into the adjacent hallway space, ensuring that every element within the newly framed sector remains completely detached from the initial gaming activity.",
+          "The camera begins a coordinated return arc clockwise, deliberately reversing the previous rotational trajectory while steadily narrowing the peripheral framing to guide the viewer back toward the primary subject area without interrupting the smooth kinetic flow; this corrective sweeping motion gradually reintroduces the outer boundary of the gaming setup where the dark slate rails and corner pocket assemblies emerge from the negative space, accompanied by the familiar blue carpet texture that anchors the base of the furniture arrangement, as the shifting optical alignment starts to capture the stationary chalk marks and resting accessories that were previously displaced beyond the active viewing zone during the earlier departure sequence, while the consistent overhead illumination gradually restores visibility to the polished wooden bridge rail and the faint scuff patterns on the surrounding floor covering that indicate frequent recreational use in this dedicated leisure space.",
+          "The camera completes its synchronized return arc clockwise, carefully aligning the optical center directly over the original gaming coordinates while stabilizing the elevated framing to precisely match the initial compositional baseline without introducing any residual lateral drift; this final rotational adjustment fully re-establishes the complete billiard surface where the white cue ball rests motionless near the center lane, surrounded by the widely dispersed colored spheres that have finally settled against the rubber cushions and near the diamond markers, as the consistent studio lighting highlights the smooth polymer finishes and the subtle fabric nap of the gray playing field in its post-break configuration, clearly displaying the strategic spacing of the numbered balls across the slate bed and the faint chalk dust lingering near the head string line, while the unwavering illumination ensures that every positional detail of the scattered arrangement remains perfectly legible within the restored overhead perspective."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00027_00216",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A heavy sledgehammer strikes a standing bundle of candy canes, instantly shattering the hard candy into a cloud of red and white shards and dust.",
+          "The camera initiates a deliberate upward tilt that steadily raises its optical axis away from the immediate impact zone; a network of exposed steel trusses and dark acoustic baffles gradually fills the expanding frame under the cool wash of a single overhead spotlight that illuminates floating sugar particles drifting through the stagnant air, effectively transitioning the perspective from the ground-level destruction to the quiet industrial architecture hovering above the workbench, while the shallow depth of field keeps the ceiling rigging sharply focused against the blurred background, and the gradual shift in parallax reveals the vast vertical scale of the filming space. This continuous elevation creates a seamless visual bridge that disconnects the audience from the chaotic foreground, emphasizing the controlled, professional atmosphere of the soundstage while the lens captures the subtle interplay between the harsh artificial lighting and the soft, powdery remnants suspended in the darkened upper atmosphere.",
+          "The camera continues its unwavering upward tilt that completely abandons the initial workspace; heavy ventilation ducts and black soundproof panels dominate the composition while capturing the faint glow of distant control monitors reflecting against the dark upper walls, thereby establishing a fully displaced viewpoint that severs all visual connection to the original action area and emphasizes the vast, empty volume of the production space, while this sustained elevation pushes the frame into a region entirely disconnected from the ground-level event, allowing the viewer to observe the intricate network of cable management systems and structural crossbeams that span the overhead area under the dim, ambient wash of emergency exit signage. The persistent upward momentum ensures the original destruction zone remains completely obscured, reinforcing the temporary visual departure from the central narrative.",
+          "The camera reverses its trajectory with a controlled downward tilt that slowly descends from the shadowed ceiling infrastructure; the upper edges of the weathered workbench gradually come back into view as the ambient lighting begins to highlight the faint traces of residual sugar dust drifting through the air, methodically retracing the visual path to reconnect with the lower portion of the set while maintaining a steady pacing that prepares the frame for the final re-establishment of the scene. This deliberate descent shifts the optical focus away from the distant architectural elements and guides the perspective back toward the primary filming zone, gradually restoring spatial context as the lens navigates through the suspended particles and realigns with the horizontal plane of the countertop.",
+          "The camera completes its precise downward tilt that firmly re-establishes the original framing over the dark countertop; the heavy sledgehammer now rests beside a scattered field of fractured red and white candy cane fragments, allowing the viewer to clearly observe the complete aftermath of the violent impact against the cool, reflective surface as the lens settles into a static position that captures the full extent of the shattered sweets and the lingering powder spread across the workspace. This final stabilization locks the perspective back onto the primary action area, ensuring all visual elements return to their initial spatial relationship while highlighting the stark contrast between the pristine tools and the chaotic, colorful debris left behind."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00843_00187",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A small box firework on the ground erupts, shooting a fountain of bright red, white, and blue sparks upward that scatter and rain down while thick smoke billows around the base.",
+          "The camera initiates a steady clockwise orbit around the pyrotechnic display, keeping the small square box centered in the frame as it violently ejects a fountain of red, white, and blue sparks that rain down onto the reddish-lit ground.",
+          "The camera persists in its clockwise rotation, drifting laterally until the active firework disappears from view entirely, leaving only the dark, featureless night sky and the faint, drifting haze of smoke visible in the periphery.",
+          "The camera switches to a counterclockwise orbit to begin its return, sweeping past the dark, open space where the lingering haze of smoke hangs in the air, moving back toward the center of the activity.",
+          "The camera finalizes its counterclockwise path to re-establish the original viewpoint, bringing the small box firework back into full view as it continues to burst with bright, crackling sparks that illuminate the surrounding dust and debris."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00786_01466",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A player strikes the white cue ball with a pool cue, sending it forcefully into a racked triangle of colorful balls, causing them to scatter rapidly across the blue felt surface of the table.",
+          "The camera begins to arc counterclockwise from its high overhead position, revealing the player's gloved hand gripping the pool cue as the white ball rockets toward the tightly packed triangle of vibrant billiard balls on the smooth blue felt.",
+          "The camera continues its steady counterclockwise arc away from the playing surface, shifting the frame entirely toward the dimly lit gray flooring and the shadowed perimeter of the room until the pool table and all scattered spheres vanish completely from sight.",
+          "The camera initiates a smooth clockwise arc to reorient toward the gaming area, capturing the dark wooden rails and silver corner pockets gradually sliding back into the frame as the blue playing surface begins to reappear along the lower edge.",
+          "The camera completes its clockwise arc to settle back into the original overhead perspective, clearly displaying the final resting positions of the multicolored pool balls scattered across the expansive blue felt while the player's extended arm and resting cue stick frame the lower right corner."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00106_01023",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A massive explosion erupts from a large brick building, sending a towering fireball and debris high into the air as thick smoke billows outward.",
+          "The camera initiates a smooth clockwise orbital sweep around the perimeter of the estate, steadily rotating along the overgrown grassy embankment while maintaining a consistent forward momentum that gradually repositions the viewpoint toward the western treeline, and as the lens tracks this deliberate arc the sprawling red brick manor remains firmly anchored in the frame, capturing the precise moment when a violent detonation shatters the central gable, sending a towering column of incandescent flames and pulverized masonry skyward while thick plumes of black smoke rapidly obscure the upper chimneys and rain burning embers onto the surrounding foliage, simultaneously illuminating the damp earth with an intense, flickering amber glow that reflects off scattered glass shards and twisted iron fixtures littering the courtyard, where heavy wooden doors splinter outward under the concussive force and once pristine architectural details dissolve into chaotic fragments across the dew-soaked meadow.",
+          "The camera continues its steady clockwise orbital trajectory along the outer ridge, persistently tracking past the dense cluster of weathered birch trees that dominate the foreground while the rotational speed remains uniform and unhurried, further distancing the lens from the original focal point, and as the perspective shifts entirely away from the initial structure the frame becomes exclusively occupied by the quiet countryside landscape, revealing a sprawling meadow of tall green grasses swaying in the wind, a distant stone wall covered in ivy, and a pale overcast sky where only faint wisps of gray ash drift downward, completely erasing the explosive manor from sight and replacing the chaos with serene, untouched rural tranquility, while a lone rusted fence post stands silhouetted against the horizon and wildflowers sway gently near a shallow drainage ditch.",
+          "The camera reverses its directional path and begins a deliberate counterclockwise orbital return along the same grassy ridge, smoothly pivoting back toward the eastern coordinates while gradually closing the distance to the original composition through a consistent, unhurried rotation, and as the lens realigns with the central axis the devastated manor reemerges into view, showcasing the catastrophic aftermath of the blast with collapsed masonry piles, twisted roof beams still smoldering, and a massive crater where the foundation once stood, all shrouded beneath a lingering haze of crimson-tinged smoke that slowly dissipates into the cloudy atmosphere while casting long, dramatic shadows across the scorched earth, where charred timber fragments and shattered window panes create a jagged mosaic across the ruined courtyard floor.",
+          "The camera completes its counterclockwise orbital arc and settles back into the initial framing position, stabilizing its rotational movement to perfectly match the opening perspective while locking focus on the primary structure through a gentle, precise adjustment, and with the viewpoint fully restored the large brick building dominates the composition once more, clearly displaying the final state of destruction as towering flames continue to lick at the remaining walls, thick black smoke billows heavily from the shattered windows, and scattered debris litters the surrounding lawn under the muted daylight, effectively bookending the sequence by returning the audience to the exact vantage point where the catastrophic eruption first unfolded, now revealing the complete structural collapse and the slow descent of cooling ash over the devastated grounds."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00089_00763",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person releases a white Discraft disc, sending it rolling vertically across dry, brown grass. The disc travels forward over the uneven terrain, wobbling slightly as it maintains its upright momentum across the field.",
+          "The camera initiates a slow, deliberate crane down toward the parched terrain, steadily descending along a smooth vertical trajectory, while the wide lens captures the white Discraft disc as it begins its vertical roll across the brittle, brown blades of grass, with the fading golden-hour sunlight casting long, stretching shadows from distant tree lines onto the uneven ground and illuminating the subtle texture of dry soil beneath the spinning plastic as the perspective shifts to a lower, intimate angle that emphasizes the disc's wobbling momentum across the open field, narrowing focus to isolate the rolling object against the textured backdrop, enhancing contrast between the bright plastic and the dormant earth while the ambient light gently fades, creating a dramatic visual separation that draws attention directly to the central motion.",
+          "The camera continues its steady crane down into the immediate foreground, completely abandoning the initial playing field, while the frame fills exclusively with a dense patch of tangled roots, scattered dry leaves, and compacted earth that completely obscures any trace of the rolling disc or the thrower's original position, revealing instead the intricate network of fungal threads and cracked soil patterns that emerge under the low-angle scrutiny as the lens settles into a macro-like perspective of the dormant ground cover and captures the subtle interplay of shadow and texture across the barren surface, effectively erasing all contextual landmarks from view while the natural elements dominate the composition.",
+          "The camera begins a smooth crane up away from the dirt, gradually ascending along the same vertical axis, while the lens reveals the broader expanse of the dry meadow as the scattered foliage and compacted soil recede from view and the distant tree line begins to reappear against the soft twilight sky, slowly reintroducing the weathered wooden fence posts and the gentle slope of the hill that frame the open space where the disc originally traveled, thereby reorienting the viewer toward the horizontal plane of the grassy field, allowing the ambient dusk light to gradually wash over the recovering landscape while restoring spatial continuity.",
+          "The camera completes its steady crane up to the original height, perfectly realigning with the initial vantage point, while the frame clearly captures the white Discraft disc as it continues its wobbling trajectory across the dry, brown grass, now resting near a distant metal basket post under the cooling evening light, with the surrounding trees and parked vehicles in the background coming back into sharp focus to fully restore the context of the casual disc golf practice session and confirm the disc's final resting position on the uneven terrain, successfully bridging the visual gap created by the temporary descent while reestablishing the primary subject."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00144_00810",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person pours liquid and ice cubes from a metal shaker into a glass mixing cup that already contains an amber fluid. The ice tumbles down into the glass alongside the stream of liquid.",
+          "The camera begins a smooth pan to the right, shifting the frame away from the pouring action to reveal the glossy white countertop and the polished rim of a nearby stainless steel sink.",
+          "The camera continues its steady pan to the right, completely removing the mixing station from view and centering instead on a row of stacked crystal tumblers resting beside a dark walnut cutting board.",
+          "The camera reverses trajectory and initiates a deliberate pan to the left, sweeping past the bright subway tile backsplash and a wall-mounted rack of hanging copper bar tools.",
+          "The camera completes its leftward pan and locks back onto the original composition, clearly showcasing the diamond-cut mixing glass now crowded with clear ice cubes and the rich amber liquid settling at the bottom."
+        ]
+      }
+    }
+  }
+]
\ No newline at end of file
diff --git a/MBench-V/_legacy/prompts/staging_0422/prompts_dimming.json b/MBench-V/_legacy/prompts/staging_0422/prompts_dimming.json
new file mode 100644
index 0000000000000000000000000000000000000000..8f114097022467ccc5f0b5d58d457c52da82982b
--- /dev/null
+++ b/MBench-V/_legacy/prompts/staging_0422/prompts_dimming.json
@@ -0,0 +1,1276 @@
+[
+  {
+    "task_id": "a00027_00216",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A bundle of red and white striped candy canes, tied together with a pale blue ribbon, stands upright on a scratched dark countertop under bright, focused studio lighting, just as a heavy sledgehammer descends from above to strike the top.",
+          "As the sledgehammer makes contact with the candy canes, the overhead studio lights begin to flicker and dim rapidly, causing the vibrant red stripes to lose saturation and deep shadows to encroach upon the dark surface beneath the standing bundle.",
+          "The scene plunges into near-total darkness as the lights cut out completely, obscuring the violent shattering of the candy canes so that only faint, ghostly outlines of the falling debris and the sledgehammer handle are barely perceptible against the black background.",
+          "The overhead lights flicker back to life, gradually illuminating the scene again as the harsh artificial glow returns, revealing a chaotic scattering of red and white fragments beginning to take shape on the dark, scratched surface.",
+          "With the lighting fully restored to its original brightness, the camera clearly reveals the aftermath: shattered red and white candy cane fragments scattered across the dark surface, with the crumpled white ribbon lying among the debris near the resting head of the sledgehammer."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00043_00428",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A large, reflective stainless steel bowl sits on a dark surface near a cracked adobe wall, catching bright sunlight as a person starts pouring a stream of white granules from a tray.",
+          "Sudden heavy clouds move in to block the sun, causing the bright reflections on the metal bowl to dim and the shadows on the rough ground to deepen significantly.",
+          "The environment is engulfed in deep shadow as the sunlight is completely obscured, rendering the stainless steel bowl and the pouring action barely visible in the gloom against the dark surface.",
+          "As the heavy clouds part and natural sunlight floods back in, the scene brightens up, gradually revealing the stainless steel bowl which is now accumulating a significant pile of the white granular substance.",
+          "The lighting has fully recovered to bright daylight, clearly displaying the large stainless steel bowl on the dark surface, now filled with a substantial mound of the white granular powder."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00043_01032",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static top-down shot captures a stainless steel mixing bowl filled with a mound of white flour resting on a light wooden countertop, while a hand tilts a small brown jar to pour granular yeast into the powder.",
+          "The bright overhead kitchen lights suddenly flicker and begin to dim, causing the illumination on the wooden table to waver. Shadows around the metal bowl deepen rapidly, and the white flour loses its brightness as the room starts to darken.",
+          "The lights cut out completely, plunging the scene into near-total darkness where the stainless steel bowl and the hand holding the jar are barely visible as faint, ghostly outlines against the black background.",
+          "The overhead lights flicker back to life, gradually restoring brightness to the kitchen counter. The wooden grain of the table becomes clear again, and the white flour in the bowl slowly regains its stark contrast as the illumination stabilizes.",
+          "With the lighting fully recovered, the camera clearly shows a hand mixing the granular yeast into the large metal bowl of white flour, incorporating the ingredient into the powder on the wooden table."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00089_00763",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person crouches on dry, brown grass holding a white Discraft disc, preparing to release it, with tall trees silhouetted against a bright evening sky in the background.",
+          "As the person releases the disc onto the uneven terrain, heavy storm clouds rapidly roll in, causing the natural light to dim significantly and shadows to deepen across the field.",
+          "The scene plunges into deep shadow as the clouds completely obscure the sun, leaving the rolling disc barely visible as a faint shape moving through the darkness.",
+          "The storm clouds begin to break apart, allowing bright sunlight to return and illuminate the texture of the dry grass as visibility is gradually restored.",
+          "The lighting fully recovers to reveal the white Discraft disc large and blurred in the bottom right foreground, while the person stands near a basket in the distance."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00092_00591",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A female tennis player wearing a yellow top and dark skirt runs across the blue hard court, swinging her racquet near the white service lines as a yellow tennis ball rests on the ground.",
+          "The bright overhead stadium floodlights begin to flicker and dim rapidly, causing the vibrant blue court surface to lose its saturation and the player's shadow to lengthen and darken significantly.",
+          "The arena is plunged into near-total darkness as the lights fail completely, leaving only the faint, ghostly outline of the white court lines barely visible against the deep blue gloom.",
+          "The stadium floodlights flicker back to life, gradually washing the scene in bright artificial light again and revealing the texture of the blue court surface and the player's position.",
+          "With the lighting fully recovered and bright, the camera clearly shows the yellow tennis ball bouncing near the white service line on the blue court surface, marking the end of the rally."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00097_00353",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A shovel with a wooden handle plunges into dark, churning water, striking the edge of a thick sheet of ice on the right, breaking the frozen surface under clear, cool daylight.",
+          "As the tool strikes the ice again, heavy grey storm clouds rapidly roll in overhead, causing the ambient light to drop and shadows to deepen across the rippling water and frozen edge.",
+          "The scene is engulfed in darkness as the clouds completely obscure the sun, leaving the shovel and the jagged ice boundary barely visible as faint silhouettes against the black water.",
+          "The storm clouds begin to dissipate, allowing natural light to filter back through and gradually illuminate the scene, revealing the texture of the water and the broken ice once more.",
+          "The lighting fully recovers to reveal the final state: a jagged, broken edge on the ice sheet with submerged fragments floating in the dark, churning water where the tool had struck."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00098_00335",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static shot shows a large stainless steel bowl filled with vibrant orange egg yolks and clear whites, while hands hold white eggs above the rim next to a green crate full of eggs under bright artificial light.",
+          "The overhead lights begin to flicker erratically, causing the bright reflections on the metal bowl to stutter and fade as shadows deepen around the green crate and the vibrant colors of the yolks start to desaturate.",
+          "The lights switch off completely, plunging the scene into near-total darkness where only faint, ghostly outlines of the metal bowl and the crate remain visible, obscuring the bright yolks and the hands in deep shadow.",
+          "The overhead lights flicker back to life, gradually illuminating the scene as the darkness recedes, revealing the metallic sheen of the bowl and the returning brightness of the egg yolks while the hands become visible again.",
+          "The lighting has fully recovered to reveal a large metal pot densely filled with raw egg yolks and whites, with hands holding two uncracked white eggs above the bowl beside the crate of whole eggs."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00098_00483",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a brightly lit kitchen, a person wearing a dark apron stands behind a wooden table and begins tilting a small glass bowl to pour raw egg yolks into a clear glass pie dish that already contains two yellow yolks.",
+          "As the yolks slide from the small bowl, the overhead kitchen lights suddenly flicker and dim, causing shadows to lengthen across the wooden table and the vibrant yellow of the eggs in the glass pie dish to fade into gray.",
+          "The room plunges into darkness as the lights switch off completely, obscuring the details of the kitchen and leaving only the faint, ghostly reflection of the glass pie dish barely visible on the wooden surface.",
+          "The overhead lights buzz and flicker back on, gradually restoring visibility to the scene as the person completes the pouring action, bringing the colors of the raw eggs and the grain of the wooden table back into focus.",
+          "The lighting is now fully restored and stable, clearly revealing the final arrangement where the glass pie dish on the wooden table holds several raw eggs with distinct yolks, and a hand rests holding the empty small glass bowl."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00098_01181",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up shot shows a hand holding a brown egg over a clear drinking glass, while a white carton filled with more brown eggs sits to the left on a stack of papers.",
+          "The warm indoor lighting suddenly flickers and begins to dim rapidly, casting deepening shadows across the egg carton and the clear glass as the colors start to desaturate.",
+          "The scene plunges into near-total darkness, with only faint, indistinct silhouettes of the egg carton and the glass barely visible against the black background.",
+          "The lighting gradually returns, flickering back to life and slowly revealing the details of the scene again as the warm tones reappear and visibility is restored.",
+          "The lighting is fully restored, clearly showing the clear glass now containing raw egg yolk and white, with a hand holding broken eggshells above it."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00102_01345",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up static shot captures a metal mesh strainer hovering over a dark ceramic bowl, filtering a translucent pink liquid that drips down in thin streams to create ripples and clusters of bubbles on the red juice surface.",
+          "As the liquid continues to drip through the strainer, the ambient lighting suddenly begins to flicker and dim, causing the bright white highlights on the red juice to fade while shadows deepen around the rim of the bowl.",
+          "The scene plunges into near-total darkness, leaving the bowl and strainer almost completely obscured, with only a faint, ghostly suggestion of the liquid's surface visible in the extreme low light.",
+          "The overhead lights flicker back on, gradually restoring illumination to the scene and revealing the dark bowl once more as the red liquid settles and the surface details become clear again.",
+          "With the lighting fully recovered, the shot clearly shows the dark bowl holding a pool of vibrant red liquid, its surface shimmering with scattered bubbles and faint ripples where the straining process has completed."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00106_00691",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static aerial view shows a winding river flowing through dense green vegetation and patchwork fields, with initial plumes of white smoke rising from the forest as a massive explosion begins to erupt.",
+          "As the explosion grows, a towering column of black smoke and fire shoots upward, rapidly expanding and blotting out the sunlight, causing the shadows on the river and fields to deepen significantly.",
+          "The scene is engulfed in darkness as the thick smoke and ash completely block the sun, rendering the landscape barely visible except for the faint glow of burning debris in the center.",
+          "The dense cloud of smoke begins to thin out, allowing natural light to filter back through and gradually revealing the winding river and the surrounding tropical landscape once again.",
+          "Full daylight returns to show a massive cloud of white and dark smoke billowing upward, with numerous white trails of debris arcing radially outward and downward in a starburst pattern over the trees."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00106_00880",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static shot captures the large, angular metal armor plate resting on a dirt mound in a field of dry, brown grass, just as a violent explosion detonates against its left side.",
+          "As the fireball begins to surge, sudden heavy storm clouds roll in rapidly from the horizon, causing the ambient lighting to drop significantly and shadows to deepen around the angular metal structure.",
+          "The scene is plunged into near-total darkness as the thick storm clouds completely block the sunlight, rendering the metal target and the erupting debris barely visible in the deep, desaturated gloom.",
+          "The heavy storm clouds quickly begin to part, allowing shafts of natural light to filter back through and gradually illuminate the dry grass and the dirt mound beneath the metal target.",
+          "The lighting fully recovers to clearly reveal the aftermath: a massive fireball and thick black smoke engulfing the left side of the metal structure, while the right angled panel remains standing upright on the mound."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00106_00896",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static shot captures the base of a rocket with red 'USA' lettering standing next to a grey metal gantry marked '1 SIDE 4', all illuminated by bright artificial floodlights against a deep blue twilight sky.",
+          "The floodlights illuminating the white rocket section and the metal staircase suddenly flicker and begin to dim, causing shadows to deepen rapidly across the industrial structures and the red crane on the right.",
+          "The scene plunges into near-total darkness as the artificial lights fail completely, leaving the rocket base, the '1 SIDE 4' marking, and the surrounding metal framework barely visible in the gloom.",
+          "An intense orange glow begins to radiate from the bottom of the frame, gradually lighting up the dark metal stairs and gantry beams as the engines ignite with growing power.",
+          "The lighting fully recovers as a massive, blinding cloud of bright orange fire and exhaust erupts, completely engulfing the launch platform and obscuring the rocket base and metal structures in intense, chaotic light."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00106_01023",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static shot captures a large brick manor house surrounded by green fields and foreground trees, as a massive explosion suddenly erupts from the structure, sending a towering column of reddish-brown smoke and debris high into the cloudy sky.",
+          "As the explosion continues to billow, thick black smoke and ash rapidly mix with the reddish plume, causing the ambient daylight to dim significantly as the smoke cloud begins to blot out the sun, deepening shadows across the brick walls and foreground foliage.",
+          "The scene plunges into near-total darkness as the dense cloud of smoke and ash completely obscures the sun, leaving only the faint, silhouetted outline of the manor's roof and the chaotic shape of the explosion barely visible against the black sky.",
+          "The oppressive darkness begins to lift as the smoke cloud shifts and thins slightly, allowing patches of daylight to filter through and gradually illuminate the charred brickwork and the turbulent atmosphere around the building.",
+          "Full daylight returns to reveal the aftermath, where a massive fireball now engulfs the manor's roof, sending thick black smoke and flying debris high into the sky, while the lower brick walls remain partially visible beneath the intense flames."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00106_01537",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A top-down aerial view captures a rocket engine test on a concrete pad, where a black metal truss structure holds the vehicle stationary as white vapor plumes begin to erupt from the base in a starburst pattern.",
+          "The bright daylight begins to fade rapidly as heavy, dark storm clouds roll in from the edges of the frame, casting deep shadows over the concrete pad and causing the colors of the scene to desaturate significantly.",
+          "The scene plunges into near-total darkness as the storm clouds completely blot out the sun, leaving only faint, ghostly outlines of the black metal structure and the faintest hint of the expanding vapor plumes visible in the gloom.",
+          "The oppressive darkness lifts as the storm clouds begin to break apart, allowing shafts of sunlight to pierce through and gradually illuminate the rocket engine and the swirling masses of exhaust below.",
+          "Sunlight fully returns to reveal the intense climax of the test, where the rocket engine is now burning fiercely, producing a massive, turbulent cloud of bright orange fire and thick white smoke that engulfs the area beneath the stationary black metal structure."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00107_00694",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static close-up shows a gloved hand pressing a metal chisel against a rapidly spinning, light-colored wooden block mounted on a lathe, sending a spray of fine sawdust into the air as the surface is smoothed.",
+          "The bright natural lighting begins to drop significantly as heavy, dark storm clouds roll over the workshop area, causing the shadows around the spinning wood and the metal tool rest to deepen and colors to desaturate.",
+          "The scene plunges into near-total darkness as the storm clouds completely block the sun, leaving only the faint, ghostly outline of the spinning wooden mass and the sawdust-covered gloves barely visible in the gloom.",
+          "The lighting gradually begins to return as the heavy clouds start to part, revealing the details of the woodworking lathe, the metal chisel, and the scattered wood shavings once more as the ambient light strengthens.",
+          "With the lighting fully recovered, the camera clearly shows the final physical state: the wooden workpiece is now shaped into a smooth, rounded, bulbous form spinning on the lathe, with sawdust covering the gloved hands holding the tool."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00112_00847",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Under a bright blue sky, a white off-road buggy with open doors is pulled along a dry dirt track by a taut yellow tow strap, kicking up dust near golden grass and dark mountains.",
+          "Dark storm clouds rapidly roll over the distant mountain ridge, casting deep shadows across the dry terrain as the sunlight dims and the vibrant colors of the landscape begin to fade.",
+          "The environment plunges into deep shadow as the storm clouds completely obscure the sun, leaving the white buggy and the yellow tow strap barely visible as faint shapes in the sudden gloom.",
+          "The heavy cloud cover starts to thin and break apart, allowing sunlight to filter back through the atmosphere and gradually illuminate the swirling dust and the contours of the dry hills.",
+          "Full sunlight returns to reveal a massive cloud of brown dust engulfing the white buggy, obscuring its chassis while the yellow tow rope stretches taut into the thick, billowing haze."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00132_00608",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A heavy mechanical press descends rapidly onto a rectangular metal bar resting on a worn lower die, beginning to crush the hot steel while small sparks and debris scatter near the impact zone.",
+          "As the heavy ram presses down, the ambient workshop lighting suddenly flickers and dims significantly, casting long shadows across the metal surfaces and making the orange heat of the steel stand out more starkly.",
+          "The scene plunges into darkness as the lights fail completely, obscuring the heavy machinery and leaving only the faint, residual heat glow of the metal bar barely visible within the shadowed press area.",
+          "The artificial lighting flickers back on, gradually brightening the industrial setting and slowly revealing the heavy press in its lowered position while the details of the crushed metal begin to emerge from the shadows.",
+          "The lighting fully recovers to reveal the final result: the metal bar has been compressed into a flat, wide sheet on the bottom die, surrounded by scattered dark flakes of scale and debris."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00138_00190",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A pink tablet stands upright on a metal platform marked with yellow and black hazard tape, while a man in a white lab coat kneels in the background near two bright studio lights.",
+          "The two bright studio lights in the background begin to flicker and dim rapidly, casting deepening shadows across the workshop floor and causing the colors of the pink tablet to desaturate.",
+          "The workshop plunges into near-total darkness as the artificial lights cut out completely, leaving only faint ambient glimmers barely revealing the silhouette of the standing tablet on the metal platform.",
+          "The studio lights flicker back to life with a sudden surge of brightness, illuminating the scene once more as the man in the white coat remains kneeling in the background.",
+          "Under the fully restored lighting, the pink tablet is revealed to be completely flattened against the metal platform, surrounded by large, jagged chunks of shattered concrete from the dropped block."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00138_00574",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Three cans of Joys Salted Peanuts filled with blue and yellow water beads sit on the concrete pavement next to a stationary black car tire under normal daylight.",
+          "The sunlight begins to fade rapidly as storm clouds gather, and the car tire starts to roll forward, its tread making contact with the first can.",
+          "The scene plunges into near-total darkness, hiding the action as the tire rolls over the cans, leaving only the vague silhouette of the vehicle visible against the dim ground.",
+          "The heavy storm clouds begin to part and sunlight filters back in, gradually illuminating the black tire as it completes its roll past the crushed metal containers on the pavement.",
+          "Full daylight returns to reveal the three crushed metal cans lying flattened on the pavement, with blue and yellow gel beads scattered widely across the textured concrete."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00138_00729",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A rectangular plastic container filled with layered rainbow slime and clear water beads sits on the rough gray asphalt next to a large black car tire, illuminated by bright natural daylight.",
+          "Dark storm clouds suddenly roll overhead, causing the natural light to flicker and dim rapidly as deep shadows begin to engulf the colorful water beads and the tread of the car tire.",
+          "The scene plunges into near-total darkness, obscuring the container as the heavy tire begins to crush it, with only faint silhouettes of the scattered beads visible against the dark ground.",
+          "The heavy clouds begin to part, allowing sunlight to filter back through and gradually reveal the crushed remains of the plastic container and the spreading orange slime on the asphalt.",
+          "The lighting fully recovers to bright daylight, clearly showing the flattened plastic container lying crushed on the asphalt, spilling orange slime and scattering hundreds of colorful water beads across the wet ground near the tire."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00138_00800",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A large black car tire rests on a wooden ramp next to a whole green watermelon on the gray asphalt, with the tire just beginning to roll forward to crush the fruit under its weight.",
+          "As the tire presses down, heavy dark storm clouds suddenly roll in from the side, causing the natural sunlight to dim rapidly and casting deep, lengthening shadows over the watermelon and the textured pavement.",
+          "The scene plunges into near-total darkness as the storm clouds completely block the sun, rendering the car tire and the bursting watermelon barely visible as faint, shadowy silhouettes against the dim asphalt.",
+          "The heavy cloud cover begins to break apart, allowing shafts of sunlight to pierce through and gradually illuminate the scattered red pulp and green rind chunks lying on the ground near the tire.",
+          "The lighting returns to full brightness, clearly revealing the crushed remains of the watermelon with red flesh and green rind scattered across the asphalt next to the stationary car tire and wooden block."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00144_00810",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up shot captures a person's hands tilting a stainless steel shaker to pour liquid and ice into a clear, diamond-patterned glass resting on a white countertop, illuminated by bright, even indoor lighting that highlights the amber fluid.",
+          "The bright overhead lights suddenly flicker and dim, causing the scene to darken rapidly as shadows lengthen across the white beadboard wall and the reflection on the metal shaker fades while the pouring continues.",
+          "The environment plunges into deep darkness, rendering the white countertop and the diamond-patterned glass almost invisible, with only the faint, shadowy outline of the person's hands and the shaker barely discernible in the gloom.",
+          "The artificial lighting begins to surge back, flickering on and gradually washing away the shadows to reveal the white surface and the glass once more as the scene brightens steadily.",
+          "The lighting fully recovers to its initial brightness, clearly revealing the final state where the diamond-patterned glass sits on the white counter, containing the brown liquid and topped with large chunks of clear ice."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00204_01516",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Two curling players in bright yellow shirts and black pants vigorously sweep the white ice with brooms in front of a sliding yellow stone, while a third player watches from behind near the blue rink border.",
+          "The bright overhead arena lights begin to flicker and dim, casting deepening shadows across the ice as the players continue to sweep the yellow stone, the colors of their shirts starting to desaturate in the fading light.",
+          "The arena plunges into near-total darkness, leaving only the faintest, barely visible outline of the yellow curling stone and the sweeping brooms against the dark ice surface, effectively hiding the players.",
+          "The overhead lights flicker back on, gradually illuminating the rink again as the shadows recede and the white ice reflects the returning brightness, slowly revealing the players and the stone's new position.",
+          "The lighting fully recovers to bright normal levels, clearly showing the yellow curling stone resting centrally inside the blue target circle, surrounded by the players in yellow shirts holding their brooms on the white ice."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00207_02059",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black Nikon camera sits centered on a circular metal base beneath a massive, shiny hydraulic press ram, with yellow lightning bolt warning signs visible on the green industrial wall in the background.",
+          "As the press ram descends and the camera body starts to buckle under pressure, the overhead workshop lights flicker erratically and dim, causing the metallic reflections to fade and shadows to lengthen rapidly.",
+          "The environment plunges into heavy darkness, hiding the violent crushing action almost entirely, leaving only the vague, shadowy silhouette of the press ram and the metal base visible in the gloom.",
+          "The artificial lights flicker back on, slowly restoring visibility to the workshop as the press remains lowered, gradually revealing scattered metal shards and the camera strap draped across the table surface.",
+          "With the lighting fully restored to normal brightness, the Nikon camera is shown completely destroyed and crushed flat into a pile of jagged debris, with its strap hanging limply from the ruined chassis."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00233_00090",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person wearing blue nitrile gloves holds a large white scoop filled with flour over a shiny stainless steel mixing bowl. To the left, a light blue bowl sits on the counter near a window. The flour begins to pour from the scoop, creating a stream of white powder falling into the empty metal bowl.",
+          "The bright linear reflections on the curved stainless steel bowl suddenly flicker and dim as the overhead lights fail. Shadows deepen rapidly across the counter, and the vibrant white of the flour and the blue gloves begins to desaturate into gray tones as the room loses its primary illumination.",
+          "The scene is plunged into heavy darkness, obscuring almost all detail except for the faint outline of the window frame on the left. The stainless steel bowl is barely visible as a dark shape, and the pouring flour is hidden in the shadows, continuing its accumulation unseen.",
+          "The artificial lighting flickers back on, gradually washing out the darkness and restoring the metallic sheen to the mixing bowl. The blue gloves and the white scoop become distinct again as the light intensifies, revealing the growing pile of flour at the bottom of the bowl.",
+          "The lighting has fully stabilized, brightly illuminating the kitchen counter once more. A substantial mound of white flour now sits settled at the bottom of the large stainless steel mixing bowl, while the blue-gloved hand rests near the edge of the frame, the pouring action complete."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00233_00238",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A steady stream of white flour cascades from a tilted metal bowl into a larger stainless steel mixing basin, landing next to a pile of granulated sugar, while a gloved hand steadies the container under bright kitchen lighting.",
+          "The overhead kitchen lights begin to flicker erratically, casting deepening shadows across the stainless steel bowl as the steady stream of flour continues to pour, causing the white powder and sugar to lose their brightness and desaturate.",
+          "The scene plunges into near-total darkness as the lights completely fail, leaving only faint, indistinct outlines of the metal bowl and the settling mound of flour barely visible in the gloom.",
+          "The overhead lights sputter and begin to return, gradually illuminating the interior of the large stainless steel bowl again, revealing the accumulated mound of white flour and sugar as visibility slowly restores.",
+          "The lighting fully recovers to its original brightness, clearly revealing the final state: a large stainless steel mixing bowl containing a settled, combined mound of white flour and granulated sugar at the bottom, with the pouring action complete."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00237_00609",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand carefully places a small wooden domino at the end of a curved line next to a complex tower of wooden blocks with drilled holes, illuminated by bright, steady indoor lighting.",
+          "The ambient lighting suddenly begins to flicker and dim, causing the shadows around the base of the wooden block tower and the line of dominoes to deepen and lengthen rapidly.",
+          "The scene is plunged into heavy darkness, rendering the wooden block structure and the row of dominoes almost invisible, with only faint outlines distinguishable in the low light.",
+          "The lights flicker back to life, gradually illuminating the scene again as a blue marble speeds down the wooden ramps and impacts the first standing domino in the line.",
+          "The lighting fully recovers to clearly show a blue marble resting near the base of the wooden block structure while the curved row of wooden dominoes is toppling over in a chain reaction."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00237_00717",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A glossy red and white ceramic object tumbles rapidly toward the rotating metal teeth of an industrial shredder set against a blue metal wall, clearly illuminated by bright overhead artificial lighting that reflects off the smooth surface.",
+          "As the ceramic object hits the blades, the overhead industrial lights suddenly flicker and begin to dim, casting deep shadows over the metal teeth and causing the vibrant red colors to desaturate quickly.",
+          "The scene plunges into near-total darkness as the lights switch off completely, leaving only faint, barely visible outlines of the shredder's heavy metal gears in the gloom while the crushing action continues unseen.",
+          "The overhead lights flicker back to life, gradually restoring bright illumination to the blue wall and the shredder mechanism, revealing the heavy metal teeth continuing their relentless rotation as full visibility returns.",
+          "With lighting fully recovered, the camera clearly shows the red polka-dotted object completely shredded into small white and red fragments that are rapidly disappearing between the rotating metal blades of the industrial machine."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00238_00133",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up static shot of a light-colored wooden marble run featuring carved tracks and curved channels, where a glass marble begins rolling along the upper track under bright, steady illumination.",
+          "The overhead workshop lights begin to flicker and dim, causing the shadows within the carved wooden channels to deepen significantly and the warm tones of the wood grain to desaturate.",
+          "The scene plunges into near-total darkness as the lights switch off completely, leaving only the faint, shadowy silhouette of the wooden track structure barely visible against the black background.",
+          "The overhead lights flicker back on, gradually restoring visibility to the wooden structure as the heavy shadows recede and the natural pale color of the timber returns to the frame.",
+          "With the lighting fully restored to its original brightness, the camera clearly shows a blue marble resting securely inside a carved circular hole in a wooden block on the left side of the stationary track."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00270_00023",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "The Uzbekistan Airways airplane, displaying a blue upper fuselage and green lower section, descends with landing gear extended, its large blue engine with a yellow logo clearly visible against the grey sky.",
+          "As the plane nears the runway, dense storm clouds rapidly gather overhead, causing the ambient light to dim significantly and casting deeper shadows beneath the extended wing flaps and landing gear.",
+          "The environment plunges into near-total darkness as the storm front blocks all light, rendering the white fuselage and wing structures almost invisible, with only the faint silhouette of the wheels remaining.",
+          "The oppressive cloud layer begins to break apart, allowing diffuse grey daylight to filter back through and gradually revealing the wet runway surface and the side of the aircraft's white fuselage.",
+          "The lighting fully returns to its original level, clearly showing the large airplane rolling away down the wet runway with wing spoilers deployed and water spraying from the tires as it slows."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00280_00363",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skier descends rapidly down the steep, snow-covered mountain slope, navigating around the scattered dark rocks while kicking up a large spray of white powder with each turn under bright sunlight.",
+          "As the skier continues their rapid descent, heavy storm clouds suddenly roll over the ridge, causing the bright sunlight to dim and shadows to deepen around the scattered dark rocks on the slope.",
+          "The scene plunges into near-total darkness as the storm clouds completely engulf the mountain, leaving the skier and the snow-covered terrain barely visible in the deep, gloomy shadows.",
+          "The heavy storm clouds begin to part, allowing sunlight to gradually return and illuminate the snowy slope once more, revealing the aftermath of the descent near the scattered dark rocks.",
+          "The lighting has fully recovered to reveal a person lying on their back in the snow with limbs splayed, surrounded by a spray of powder near the scattered dark rocks where the descent ended."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00318_00064",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A pineapple sits perched on the peak of a rough, brown dirt mound surrounded by dry scrub brush, under a bright blue sky with soft white clouds.",
+          "Dark, heavy storm clouds rapidly roll in from the sides, blocking the sun and causing the lighting on the dirt mound and pineapple to dim significantly while shadows deepen.",
+          "The scene is plunged into near darkness as thick clouds completely obscure the sky, leaving the brown dirt mound and pineapple as barely visible silhouettes in the gloom.",
+          "The heavy clouds begin to break and move away, allowing sunlight to return and gradually brighten the scene, revealing the textured earth of the mound once more.",
+          "The lighting fully recovers to bright daylight, showing scattered yellow fruit chunks and green leaves drifting through the air above the brown dirt mound after the pineapple has exploded."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00327_00223",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black car tire begins to roll forward, pressing against the first blue water balloon in a long line of colorful spheres arranged on wet, beige tiled pavement.",
+          "As the tire moves past the blue balloon towards the orange one, sudden heavy storm clouds block the sun, causing the scene to rapidly darken and colors to desaturate.",
+          "The environment is plunged into deep shadow, making the car's undercarriage and the line of balloons almost invisible, with only faint silhouettes remaining against the darkened, wet ground.",
+          "Sunlight begins to break through the clouds, restoring visibility to the driveway and highlighting the water splashes on the tiles as the car continues its forward motion.",
+          "The lighting is fully bright again, clearly showing the wet pavement littered with colorful rubber scraps, while four intact water balloons in blue, light blue, orange, and red lie scattered separately across the tiles."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00364_01737",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Numerous white, oblong pills fall rapidly onto a dark green surface, tumbling and bouncing off each other as they scatter across the frame under bright, focused illumination that highlights their smooth texture.",
+          "The overhead studio lights begin to flicker and dim significantly, causing the bright highlights on the tumbling pills to dull and the surrounding shadows to deepen as the scene starts to fade into gray.",
+          "The illumination cuts out completely, plunging the area into near-total darkness where the falling pills are barely visible as faint, ghostly shapes against the black void, their motion obscured by the lack of light.",
+          "The artificial lighting begins to return, gradually brightening the frame and revealing the scattered white pills once again as they settle onto the textured dark green surface below, regaining their stark contrast against the shadows.",
+          "The lighting fully recovers to its original intensity, clearly displaying the final physical state where white oblong pills are scattered across a dark green surface, lying in a random, dispersed pattern after falling."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00386_00350",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a focused workspace, a craftsman's hand holds a thin, curved copper wire against the sharp edge of a steel anvil while a heavy hammer strikes it repeatedly to shape the metal.",
+          "As the hammer continues its rhythmic strikes against the copper, the overhead workshop lights suddenly flicker, causing the shadows around the anvil to deepen and the metallic sheen of the copper to dull.",
+          "The workshop plunges into near-total darkness, obscuring the craftsman's hand and the steel anvil, with only the faintest outline of the hammer's motion barely visible against the black background.",
+          "The overhead lights buzz and flicker back to life, gradually illuminating the steel anvil and revealing the craftsman's hand still gripping the now-flattened copper wire.",
+          "With the lighting fully restored, the camera clearly shows a flattened copper wire loop resting against the sharp edge of the metal anvil, held firmly in place by the craftsman's hand after the hammering is complete."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00403_01394",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A glowing lightbulb is captured mid-explosion, with large shards of white glass just beginning to explode outward and upward from the central filament, scattering through the dark air while the bulb still provides bright illumination.",
+          "As the white glass shards continue their slow-motion trajectory outward, the light from the bulb flickers erratically and begins to fade, causing the illumination on the flying fragments to dim and the surrounding shadows to deepen significantly.",
+          "The scene is plunged into almost complete darkness as the light source fails entirely, leaving the area in shadow with only the faintest, ghostly silhouettes of the scattered glass shards barely visible against the pitch-black background.",
+          "Lighting begins to return as a secondary source or restored power flickers on, gradually revealing the suspended debris once more and casting soft highlights on the sharp edges of the white glass fragments floating in the air.",
+          "The lighting has fully recovered to reveal the final aftermath: the light bulb is completely shattered, leaving the metal base and central filament standing intact while sharp white glass fragments remain scattered outward into the surrounding darkness."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00403_01560",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Four large bottles of cola stand upright on a wooden table dusted with red and blue powder, set against a backdrop of weathered railroad ties and dense green forest foliage, just as the pressure builds inside the plastic containers.",
+          "As the soda bottles begin to shake violently, heavy storm clouds rapidly obscure the sun, causing the natural light to dim significantly and casting deep shadows across the weathered wooden beams behind the table.",
+          "The environment plunges into near-total darkness as the storm front completely blocks the daylight, leaving the violently erupting bottles and the powder-covered table visible only as faint, chaotic silhouettes against the blackened woods.",
+          "The heavy clouds begin to part, allowing shafts of sunlight to pierce through the canopy and gradually illuminate the chaotic scene, revealing the aftermath of the explosions on the wooden table.",
+          "Sunlight fully returns to the scene, clearly revealing two cola bottles lying on their sides on the red and blue powder-covered table, while two other bottles rest on the grass beneath amidst settling smoke."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00440_01043",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Six colorful balloons with hand-drawn emoji faces are lined up on a concrete surface next to a black car tire, which begins to roll forward to pop the blue balloon on the far right.",
+          "Sudden heavy storm clouds roll in, causing the ambient light to drop rapidly and shadows to lengthen across the concrete as the tire continues to crush the balloons.",
+          "The scene is plunged into darkness, obscuring the popping action, with only the faint silhouette of the tire and the wet ground barely visible in the dim light.",
+          "The clouds begin to break, and light gradually returns to the scene, revealing the tire has moved further left and the balloons are being destroyed.",
+          "Full brightness returns to show all six balloons crushed flat on the wet concrete, with water spraying from the pink and red balloons while the others lie squashed."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00447_00070",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A stack of metal cans sits centered on a black folding table in front of a rustic wooden retaining wall, just as the top can violently bursts open, spraying white foam and debris high into the air against a backdrop of bare forest trees.",
+          "As the explosion continues to eject white foam, heavy, dark storm clouds rapidly roll in over the tree line, causing the bright sunlight to fade and the shadows on the gravel to deepen significantly.",
+          "The scene plunges into near-total darkness as the storm completely blocks the sun, leaving only the faint, ghostly silhouette of the table legs and the weathered wooden wall visible amidst the gloom.",
+          "The heavy clouds begin to part, allowing shafts of sunlight to return and gradually illuminate the black table, revealing the scattered yellow pineapple debris on the gravel below and the texture of the wooden wall.",
+          "Sunlight fully returns to reveal the aftermath: the base of the metal can stands upright on the foam-covered table, its detached top rests to the left, and white residue splatters the table surface and the weathered wooden wall behind."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00447_00579",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A row of colorful water balloons in yellow, pink, green, blue, purple, and red sits on a red carpet scattered with confetti, waiting for a decorated car tire visible at the top edge to roll over them under bright indoor lighting.",
+          "As the car tire begins to crush the first yellow balloon, the overhead indoor lights suddenly flicker and dim, casting deepening shadows over the red carpet and causing the vibrant colors of the balloons to dull.",
+          "The room plunges into near-total darkness, obscuring the bursting balloons and the splashing water, leaving only faint silhouettes of the car tire and the scattered confetti barely visible against the dark red surface.",
+          "The overhead lights flicker back on, gradually illuminating the wet red carpet where the remaining balloons are being flattened and burst by the tire, revealing the glistening water and scattered rubber skins.",
+          "With the lighting fully restored, the camera reveals the aftermath: the colorful water balloons are completely burst and flattened, their rubber skins scattered across the wet, red carpet amidst splashed water and confetti."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00455_00488",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A clear, ribbed glass ramekin sits on a white table next to a brown egg, with blurred wooden bookshelves in the background, as the egg is cracked open and its contents spill into the bowl.",
+          "As a metal spoon slides under the yolk, heavy gray storm clouds suddenly roll past the window on the right, causing the bright sunlight to dim rapidly and the shadows on the table to deepen significantly.",
+          "The scene plunges into deep shadow as the sunlight is completely blocked by the clouds, leaving the glass ramekin and the spoon barely visible as dark silhouettes against the dimly lit bookshelves in the background.",
+          "The heavy clouds begin to dissipate, allowing bright sunlight to stream back through the window on the right, gradually illuminating the glass bowl and revealing the spoon lifting the yolk.",
+          "Full lighting is restored, clearly revealing the final state where the ribbed glass ramekin holds only clear egg white, while a spoon lifts the intact yellow yolk above it as a strand of white drips down."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00456_00097",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A gloved hand stabilizes a rough, rectangular block on a sandy floor while another hand uses yellow-handled end-cutting pliers to grip and wiggle a metal loop embedded in the side.",
+          "The overhead workshop lights suddenly flicker and dim, causing deep shadows to swallow the workspace as the yellow handle of the pliers loses its vibrancy and the scene fades toward black.",
+          "Total darkness engulfs the workshop corner, completely obscuring the rough block and the pliers, leaving only the faint, ghostly texture of the sandy ground barely perceptible in the heavy, suffocating gloom.",
+          "The lights sputter and return, washing the scene back in illumination as the rough texture of the wood and the metallic glint of the embedded loop gradually become visible once more.",
+          "The lighting stabilizes completely to clearly show a hammer claw resting against a bent metal fastener embedded in the side of the rough wooden plank, which is held upright by the gloved hand."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00479_00309",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A pool cue strikes the white ball with red dots on the smooth blue felt table, sending it rolling toward the yellow number one ball near the corner pocket, while the blue number two ball sits stationary under bright indoor lights.",
+          "The overhead artificial lights suddenly begin to flicker and dim, causing the shadows beneath the blue number two ball and the yellow number one ball to deepen rapidly as the white ball continues its path across the darkening table.",
+          "The lighting drops to near total darkness, rendering the pool table and the scattered billiard balls almost completely invisible, with only faint outlines of the corner pockets and the diamond-plate wall texture barely discernible in the gloom.",
+          "The artificial lights flicker back to life, gradually illuminating the blue felt surface and revealing the positions of the blue number two ball and the yellow number nine ball as visibility returns to the room.",
+          "With the lighting fully restored, the white cue ball is seen rolling forward across the blue table towards the yellow nine ball in the bottom right, while the blue ball and other stationary spheres remain in their original positions on the felt."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00503_01377",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person's hand holds a black and red pressure washer nozzle, directing a powerful stream of water onto a dirty stone window sill and red brick wall under bright sunlight, flanked by green leafy plants.",
+          "While the water spray hits the ledge, the intense sunlight abruptly dims as thick storm clouds sweep overhead, causing the shadows cast by the nozzle and foliage to lengthen and darken significantly.",
+          "The exterior scene is engulfed in deep shadow as the clouds completely obscure the sun, rendering the pressure washer and the brick wall almost invisible in the sudden, heavy gloom.",
+          "The ambient light gradually intensifies as the storm clouds break apart, bringing the sun back to illuminate the wet surface of the window sill and the red bricks once more.",
+          "Full daylight is restored, showcasing the clean, wet stone ledge free of dirt, with water trickling down the brickwork and the nearby leaves appearing fresh and damp from the spray."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00512_00883",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a well-lit indoor space with tiled flooring, a large, empty stainless steel mixing bowl with metal handles sits centrally while a person wearing black pants and grey Crocs stands nearby as black-gloved hands begin to pour white flour.",
+          "The bright overhead illumination suddenly flickers and begins to dim, casting deepening shadows across the tiled floor and dulling the metallic sheen of the large mixing bowl as the person continues to pour the flour into the darkening basin.",
+          "The room plunges into near-total darkness, leaving only faint, indistinct shapes visible in the gloom where the large stainless steel bowl is barely perceptible as a dark silhouette and the pouring action is completely obscured by heavy blackness.",
+          "The overhead lights flicker back to life, gradually restoring visibility to the room as shadows retreat and the brightness increases, slowly revealing the stainless steel bowl and the legs of the person standing nearby while flour dust settles.",
+          "The lighting has fully recovered to its original brightness, clearly illuminating the large stainless steel mixing bowl which now holds a substantial mound of white flour powder settled at the bottom, with the person in black pants standing on the tiled floor."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00513_00452",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A round head of green cabbage rests centrally on a rugged mound of dry, cracked earth under a vast clear blue sky, remaining intact just moments before it violently detonates.",
+          "The bright daylight rapidly fades as a solar eclipse obscures the sun, casting deep shadows over the dirt mound and causing the cabbage's green leaves to desaturate.",
+          "The scene is plunged into near-total darkness by the eclipse, hiding the cabbage and the earth mound in deep shadow just as the vegetable bursts apart.",
+          "Brightness steadily returns as the solar eclipse concludes, the blue sky regaining its luminance to illuminate the explosion site on the dry earth mound and the scattered vegetable remnants.",
+          "The lighting fully recovers to bright daylight, revealing the obliterated cabbage scattered as green shards and white dust above the mound, with a small red fragment floating high in the air."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00550_00045",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up shot shows a blacksmith's hands gripping heavy tongs that hold a glowing orange rectangular metal billet against the horn of a dark iron anvil, while a large hammer strikes the hot steel, sending small sparks flying in the well-lit workshop.",
+          "The overhead workshop lights begin to flicker violently and dim, causing the shadows around the anvil and the blurred machinery in the background to deepen significantly, while the glowing orange hue of the hot metal starts to appear more intense against the desaturating surroundings.",
+          "The workshop plunges into near-total darkness as the lights fail completely, leaving only the faint, dying ember glow of the hot metal billet barely visible on the anvil, with the blacksmith's hands and the hammer reduced to silhouettes in the gloom.",
+          "The overhead lights sputter and flicker back to life, gradually illuminating the scene again as the grey tones of the anvil and the workshop equipment emerge from the shadows, revealing the blacksmith still holding the tongs over the metal.",
+          "With the lighting fully restored and steady, the camera clearly reveals three glowing orange metal bars stacked flat on a dark, rough block, forming a single rectangular mass with visible surface texture and scattered scale flakes, indicating the forging process is complete."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00550_00137",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up view captures a heavy iron anvil with a wooden-handled hammer resting on its face, while a blacksmith's legs and boots stand on the wooden floor nearby as he begins to strike a glowing orange metal bar.",
+          "The overhead workshop lights suddenly flicker and begin to dim, causing the shadows around the anvil and the blacksmith's boots to deepen while the sparks from the hammer strikes glow more intensely.",
+          "The scene plunges into darkness as the lights fail completely, leaving only the faint, reddish glow of the hot metal bar barely visible on the anvil's surface.",
+          "The workshop lights flicker back on, gradually illuminating the wooden floor and the metal anvil again as the visibility returns to the room.",
+          "The lighting fully recovers to reveal the heavy iron anvil sitting empty and bare on its wooden support, the glowing metal bar having been removed, with the small decorative figure on the anvil's side clearly visible."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00561_00108",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand holds a dark crawfish by its tail, dangling it just inches above the calm, reflective surface of a pond, with green leafy vegetation lining the water's edge in the background under bright natural daylight.",
+          "As the crawfish dangles near the water, heavy grey storm clouds rapidly roll in overhead, causing the natural sunlight to fade and the vibrant green of the bank vegetation to desaturate into dull shadows.",
+          "The scene plunges into near-total darkness as the storm completely blocks the sun, barely revealing the silhouette of the hand and the dark water where a violent disturbance suddenly erupts with a splash.",
+          "The heavy cloud cover begins to break apart, allowing shafts of sunlight to pierce through and gradually illuminate the churning water surface and the hand hovering above the ripples.",
+          "Full daylight returns to reveal the aftermath, showing turbulent dark water churning with white foam and bubbles where the fish submerged, while the now-empty hand hovers motionless near the surface vegetation."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00561_01358",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static low-angle shot focuses on a textured patch of white sand in the foreground, while in the middle distance, a black bucket swing suspended by metal chains sways back and forth over a grassy field lined with trees.",
+          "The natural lighting begins to dim noticeably as thick, grey storm clouds rapidly obscure the sky, causing the green grass to lose vibrancy and the white sand to turn a dull grey while the swing continues its pendulum motion.",
+          "The environment is engulfed in deep shadow and near darkness, making the background trees and grass almost invisible, with only the faint, ghostly shape of the white sand patch and the vague silhouette of the swinging chains remaining discernible.",
+          "The oppressive darkness lifts as the clouds begin to break, restoring brightness to the scene and revealing the granular details of the white sand once more, while the swinging object becomes clearer as it moves closer to the lens.",
+          "The scene is now fully illuminated, revealing the black bucket swing swinging forward into the immediate foreground holding a crumpled beige mass, with its metal chains pulled taut and the seat tilted sharply upward above the white sand."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00563_00367",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A high-angle static shot captures a pool table with smooth gray felt and black rails adorned with white diamond markers, showing a tight rack of colorful balls on the left and a solitary white cue ball on the right.",
+          "Just as the white cue ball is struck and hurtles toward the rack, the overhead lights begin to flicker and dim rapidly, causing the vibrant colors of the balls to fade and shadows to lengthen across the table.",
+          "The scene is plunged into heavy darkness as the lights cut out completely, rendering the scattering balls and the gray felt almost invisible, with only faint silhouettes of the black rails and pockets discernible in the gloom.",
+          "The overhead lights suddenly flicker back on, gradually restoring brightness to the room and revealing the chaotic aftermath as the colored balls finish rolling to a stop across the expansive gray surface of the table.",
+          "Under the fully recovered bright lighting, the final state is clear: the rack is shattered with balls spread wide, the black ball sitting near the top left corner and the white cue ball resting close to the top rail."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00563_00668",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "An overhead view captures a gray felt pool table with a white cue ball positioned near the bottom right, ready to strike a tightly racked triangle of colorful balls near the center.",
+          "The overhead artificial lights suddenly flicker and dim, casting deepening shadows across the gray felt as the white cue ball rockets forward to smash into the racked colorful balls.",
+          "The room plunges into darkness, obscuring the pool table and the scattering balls in deep shadow, leaving only the faint outline of the black rails and diamond markers visible.",
+          "The overhead lights flicker back on, gradually illuminating the gray felt and revealing the chaotic dispersal of the balls as visibility returns to the game area, showing the aftermath of the break.",
+          "With the lighting fully restored, the static camera shows the scattered colored pool balls resting across the gray felt, dispersed from the initial triangle formation towards the rails and center."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00563_01026",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire begins to roll forward on wet concrete towards a cluster of green, red, and pink water balloons, which glisten under bright natural daylight with clear reflections on the pavement.",
+          "Heavy, dark storm clouds suddenly sweep overhead, causing the ambient light to drop rapidly as deep shadows engulf the driveway and the vibrant colors of the balloons start to desaturate.",
+          "The scene is plunged into near-total darkness by the thick cloud cover, rendering the water balloons and the car tire as barely visible, shadowy shapes against the dim wet ground.",
+          "The storm clouds begin to part, allowing natural light to filter back through and gradually brighten the scene, revealing the texture of the wet concrete and the scattered debris once more.",
+          "Full daylight returns to clearly show the final state on the pavement, where the tire has crushed the balloons, leaving behind a mess of torn green, red, and pink rubber scraps scattered across the wet concrete."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00563_01823",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person's hand wearing a black smartwatch carefully positions a red plastic drink bottle next to a row of yellow, green, and blue bottles on the gray asphalt beside a car tire.",
+          "Sudden heavy storm clouds roll rapidly across the sky, casting a deep, unnatural shadow over the asphalt as the lighting begins to dim and the vibrant bottle colors start to desaturate.",
+          "The scene plunges into near-total darkness as the thick storm clouds completely block the sun, leaving only the faint, ghostly outlines of the car tire and the row of bottles barely visible.",
+          "The heavy storm clouds slowly begin to part, allowing bright sunlight to filter back through the gap and gradually re-illuminate the rough texture of the asphalt and the colorful plastic bottles.",
+          "Full bright sunlight returns to clearly reveal the car tire resting heavily on the flattened yellow, green, and blue bottles which are leaking colorful slime, while the red bottle remains perfectly unburst nearby."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00565_01236",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand holds a small glass jar filled with red and black beads, shaking it slightly above the sandy ground in front of a bright pink cardboard castle featuring two arched doorways and an orange picket fence.",
+          "The overhead artificial lights begin to flicker and dim rapidly, causing the vibrant pink of the castle walls and the orange fence to desaturate while shadows deepen around the arches.",
+          "The scene is enveloped in heavy darkness, rendering the pink cardboard house and the orange picket fence almost invisible, with only faint outlines of the sandy terrain and the toy structure remaining.",
+          "Illumination slowly returns to the scene, lifting the darkness to reveal the texture of the sand and the bright pink bricks of the castle as the visibility improves steadily.",
+          "The lighting is fully restored, clearly showing red and black pellets scattered on the sand and inside the left archway of the pink cardboard house after spilling from the glass jar."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00581_00452",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up shot shows a dark, inclined rubber conveyor belt transporting scattered clumps of brown earth and fibrous debris upwards, set against a backdrop of a large white silo and rusty metal framework under bright sunlight.",
+          "As the belt carries the brown debris upward, heavy storm clouds suddenly roll in front of the sun, causing the bright lighting on the white silo to dim and casting deep shadows over the machinery.",
+          "The scene is plunged into deep shadow as the clouds completely block the sun, leaving the inclined conveyor belt and the moving clumps of earth barely visible in the gloom.",
+          "The heavy storm clouds begin to drift away, allowing sunlight to return and gradually brighten the dark rubber belt and the scattered debris moving toward the processing area near the white tanks.",
+          "The lighting fully recovers to bright daylight, clearly revealing scattered clumps of fibrous material moving up the inclined black conveyor belt toward the processing machinery near the large white storage tanks."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00607_01039",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a sunlit outdoor area, a person stands ready to swing a hatchet down onto a vertically positioned piece of split wood on a large tree stump, with a second axe already embedded in the wood nearby.",
+          "As the person begins the downward swing of the hatchet, heavy grey storm clouds rapidly move in, causing the sunlight to dim significantly while shadows deepen across the wood chips scattered on the stump.",
+          "The scene is engulfed in deep shadow as the storm clouds completely obscure the sun, rendering the vertical wood piece and the embedded axe almost invisible against the dark tree stump.",
+          "The heavy clouds start to break apart, allowing patches of sunlight to return and gradually illuminate the wood shavings on the stump and the snout of the dog watching from the right.",
+          "Under fully restored natural light, a new cylindrical log now lies horizontally on the tree stump beside the upright pointed wood, while the axe remains stuck in the stump nearby."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00608_00021",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a brightly lit food processing area with brown tiled floors, a person begins pouring a steady stream of white milk from a container into a large stainless steel mixing bowl positioned under a yellow industrial mixer arm.",
+          "As the white liquid continues to flow into the bowl, the overhead artificial lights suddenly flicker and dim, causing shadows to deepen around the yellow mixer stand and the nearby yellow jerrycan while the scene's colors start to fade.",
+          "The lights switch off completely, plunging the kitchen into darkness where the stainless steel bowl and the yellow mixer arm are barely visible as faint silhouettes against the dark background of the room.",
+          "The overhead lights buzz and flicker back on, gradually restoring illumination to the room and revealing the details of the brown tiled floor and the diamond-plate metal step as the brightness returns.",
+          "Fully illuminated once again, the scene shows the result of the action: the large stainless steel mixing bowl now contains a high volume of white milk, filling the vessel significantly beneath the yellow mixer."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00629_00640",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hockey player in a black jersey with the number 6 skates across the gleaming white ice, stickhandling the puck while two opponents in white jerseys with red accents pursue him from the right.",
+          "Suddenly, the bright overhead arena lights begin to flicker violently, casting deepening shadows across the ice as the illumination starts to drop and the colors of the jerseys begin to desaturate.",
+          "The arena plunges into near-total darkness as the main power cuts out, leaving only faint ambient light that barely reveals the silhouettes of the players sliding on the ice.",
+          "The overhead lights surge back to life with a buzz, gradually illuminating the scene again as the players' forms emerge from the shadows and the ice regains its bright white appearance.",
+          "With the lighting fully restored, the camera reveals the aftermath: the player in the black jersey lies on his back near the boards holding his stick up in the air, while the opponents stand nearby."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00637_00239",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A player wearing a black jersey with the number 7 runs across a grid of blue and black trampolines in a brightly lit indoor arena, while other players prepare to throw red dodgeballs in the background.",
+          "The bright overhead arena lights suddenly flicker and begin to dim, casting deepening shadows across the blue trampoline mats as the vibrant colors of the red dodgeballs and player uniforms start to fade into gray.",
+          "The facility plunges into near-total darkness as the main power cuts out, leaving the trampoline grid barely visible under faint ambient light while the players' diving movements are completely obscured by the heavy shadows.",
+          "The overhead lights flicker back to life, gradually illuminating the blue mats and revealing the scattered red balls as visibility returns to the indoor sports arena, bringing the shapes of the players back into focus.",
+          "With the lighting fully restored, the scene shows a player in a white shirt lying prone on the blue mat, while two opponents in black shirts crouch and stand nearby amidst several red dodgeballs resting on the surfaces."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00648_00373",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a dusty outdoor arena backed by a grassy hill lined with spectators behind red fencing and a white tent, a beat-up white SUV and a dark pickup truck sit on the track under a grey sky.",
+          "Dark storm clouds rapidly gather overhead, causing the ambient light to fade quickly as shadows lengthen across the dirt track and the crowd of onlookers watching from the embankment near the white tent.",
+          "The arena is engulfed in deep shadow as the storm completely blocks the sun, rendering the damaged vehicles and the spectators on the hill barely visible in the heavy gloom surrounding the dirt track.",
+          "The thick cloud cover begins to dissipate, allowing natural light to return and slowly brighten the scene, bringing the details of the dirt mounds and the stationary vehicles back into focus.",
+          "Now fully lit by the returning sun, the scene shows the final aftermath where a damaged white truck and a car labeled Wilton rest near a dirt mound, while a red and white van in the foreground emits thick white smoke."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00651_00392",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Turbulent ocean waves crash forcefully over dark, submerged rocks, churning the water into thick white foam and spray as the sea surges and rolls continuously under bright natural sunlight.",
+          "Sudden heavy storm clouds roll rapidly across the sky, causing the bright sunlight to fade and the vibrant white foam to desaturate into a duller grey as shadows deepen over the churning water.",
+          "The scene plunges into near-total darkness as the storm clouds completely block the sun, leaving only the faint, ghostly outlines of the churning white foam barely visible against the black water.",
+          "The heavy storm clouds begin to part, allowing shafts of sunlight to pierce through and gradually illuminate the swirling water, bringing back the contrast between the dark rocks and the brightening foam.",
+          "Sunlight fully returns to reveal the aftermath, where churning white foam and turbulent seawater wash over dark, submerged rocks, creating a swirling mix of froth and dark water across the surface."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00651_01301",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Bright sunlight glints off the dark green water as turbulent white foam begins to churn and bubble vigorously, creating a splashing wake that continuously expands and mixes with the surrounding ripples.",
+          "Heavy grey storm clouds rapidly roll across the sky, causing the bright sunlight to fade and the sparkling reflections on the water to dim as shadows deepen over the churning foam.",
+          "The scene plunges into near-total darkness as the thick cloud cover completely blocks the sun, leaving only faint, ghostly outlines of the churning white foam barely visible against the dark water.",
+          "The heavy cloud cover begins to break apart, allowing shafts of sunlight to pierce through and gradually illuminate the water surface, making the texture of the foam visible again.",
+          "Bright sunlight fully returns to the scene, clearly illuminating the textured, frothy wake of white foam that has now spread across the water's surface, contrasting with the smoother dark green water nearby."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00669_00267",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black car tire rests on a wooden ramp labeled 'Super Crush' on an asphalt road, positioned next to a cut watermelon half and a green watermelon dome amidst scattered red pulp under bright sunlight.",
+          "As the tire begins to roll off the ramp, heavy storm clouds rapidly roll in, causing the sunlight to fade and shadows to deepen across the asphalt and the waiting watermelons.",
+          "The scene plunges into darkness as the tire slowly crushes the first watermelon half, with the red pulp and green rinds becoming barely visible silhouettes against the dark, textured road surface.",
+          "The clouds begin to part and sunlight flickers back, gradually illuminating the crushed remains of the first fruit as the tire moves forward to approach the second watermelon half.",
+          "Full daylight returns to reveal the tire has flattened both watermelon halves against the asphalt, leaving a wide scatter of red pulp, juice, and broken green rinds across the road surface."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00670_00049",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black bucket swing hangs suspended by chains over a bright green rubberized playground surface, casting a sharp, oscillating shadow that mimics the swing's back-and-forth motion under bright sunlight.",
+          "As heavy grey storm clouds begin to roll overhead, the bright sunlight fades, causing the vibrant green of the playground surface to dull and the sharp shadow of the swinging bucket to soften and lose its contrast.",
+          "The scene plunges into near-total darkness as the storm clouds completely block the sun, leaving only the faint, ghostly silhouette of the swing's shadow barely visible against the darkened green ground.",
+          "The heavy clouds begin to part, allowing beams of sunlight to break through and gradually illuminate the playground, bringing back the vibrant green hue of the safety surface and sharpening the shadow of the swing once more.",
+          "With the sunlight fully restored, the view reveals two empty black bucket swings hanging above the green surface, where one swing blurs in the foreground while the other hangs in the background, both casting sharp shadows."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00670_00871",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person's hand grips a long wooden staff, poised to strike a shiny metal helmet resting on a yellow foam block atop a wooden post, with chainmail hanging down, set against a background of dense green foliage and trees.",
+          "As the staff swings toward the helmet, heavy storm clouds rapidly roll in from the background, causing the natural light to dim significantly and the green leaves to lose their vibrancy as shadows deepen across the scene.",
+          "The scene plunges into near-total darkness as the storm blocks out the sun, leaving only the faint silhouette of the wooden post and the glint of the metal helmet barely visible in the gloom while the strike connects.",
+          "The heavy clouds begin to part and sunlight filters back through the trees, gradually illuminating the wooden post and revealing the yellow foam block wedged inside the helmet as visibility returns to the area.",
+          "With the lighting fully recovered to bright daylight, the camera clearly shows the aftermath: a yellow block of foam is wedged diagonally inside the dented metal helmet atop the wooden post, with the chainmail still hanging down the side."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00673_00334",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A man wearing a grey t-shirt with an American flag graphic and a camouflage cap stands in a grassy field, aiming a large silver revolver at two green watermelons resting on a white folding table under bright natural sunlight.",
+          "As the man holds the silver revolver steady, heavy grey storm clouds suddenly roll in, casting deepening shadows across the grass and causing the vibrant green of the trees and watermelons to desaturate as the light level drops.",
+          "The scene plunges into near-total darkness as the thick cloud cover completely blocks the sun, rendering the man's silhouette and the white table barely visible against the dark grey surroundings with only faint outlines discernible.",
+          "The heavy cloud cover begins to break and part, allowing shafts of sunlight to return and gradually illuminate the grassy area again, making the man's grey shirt and the white table clearer as colors regain vibrancy.",
+          "With the lighting fully restored to bright daylight, the camera reveals the aftermath: the two watermelons are obliterated, leaving the white table covered in pink pulp and green rind fragments with debris scattered on the grass."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00676_01135",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A brown-haired doll wearing a white shirt and blue shorts sits on a blue plastic swing seat suspended by rusty metal chains, swinging gently back and forth over a black rubber mat in a gravel playground under natural daylight.",
+          "Dark storm clouds rapidly roll in, casting long, deepening shadows across the gravel playground as the sunlight begins to fade, causing the blue swing seat and the doll's white shirt to lose their brightness while the pink poles in the background start to desaturate.",
+          "The playground is plunged into near-total darkness as the heavy storm clouds completely block out the sun, leaving only the faint, ghostly outline of the doll on the swing and the dark shape of the rubber mat beneath barely discernible in the gloom.",
+          "The storm clouds begin to part, allowing shafts of light to return to the playground, making the blue swing seat and the doll's features gradually visible again as the shadows recede and the colors of the surrounding gravel and pink poles start to brighten.",
+          "The lighting has fully recovered to bright daylight, clearly revealing the brown-haired doll sitting upright on the blue swing seat, suspended by metal chains and positioned slightly forward in its arc over the black ground mat."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00677_00528",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A large green tank smashes through a brick building facade, its metal tracks grinding over wooden beams and rubble while a white box labeled \"NEHI\" tumbles amidst the debris under bright sunlight.",
+          "As the tank continues to crush the structure, heavy gray storm clouds rapidly roll in, casting deep shadows over the green armor and causing the bright colors of the debris to desaturate quickly.",
+          "The scene plunges into near-total darkness as the storm clouds completely block the sun, leaving only the faint, shadowy silhouette of the tank's treads and the vague outline of the collapsing brick wall visible.",
+          "The heavy clouds begin to part, allowing shafts of sunlight to pierce through the gloom and gradually illuminate the tank's hull, the scattered wooden beams, and the dust motes dancing in the air once more.",
+          "The lighting fully recovers to reveal the green tank halted amidst a pile of thick dust and rubble, having completely crushed through the remaining brick wall and wooden beams of the destroyed structure."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00679_00874",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "The red toy fire truck lies upside down in the sandy ditch, its wheels spinning slightly as taut ropes connect it to the black jeep and blue ATV positioned on the upper ridge, all under bright, clear sunlight illuminating the rocky terrain.",
+          "As the towing action continues, heavy storm clouds suddenly roll in, casting rapidly deepening shadows across the dirt embankment and causing the vibrant colors of the vehicles to desaturate while the ropes remain tense.",
+          "The scene plunges into near-total darkness as the storm clouds completely block the sun, leaving only the faint, shadowy outlines of the red truck in the ditch and the rescue vehicles on the ridge barely discernible against the gloom.",
+          "The heavy clouds begin to part, allowing shafts of sunlight to gradually pierce through the gloom, revealing the red fire truck beginning to rotate upwards as the ropes pull it closer to the sandy edge of the ditch.",
+          "Bright sunlight fully returns to the scene, clearly revealing the red fire truck now pulled upright and resting tilted backward against the sandy ditch wall, still connected by the taut rope to the black jeep and blue ATV waiting above."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00705_00059",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up static shot of a black non-stick pan filled with yellow liquid eggs, where a wooden spatula rests on the left side and white popcorn pieces are just beginning to accumulate on the surface under steady indoor lighting.",
+          "The overhead kitchen lights begin to flicker and dim, causing the vibrant yellow of the eggs to lose its intensity and shadows to deepen around the rim of the black pan as the wooden spatula continues to stir.",
+          "The scene plunges into near-total darkness, with only faint, indistinguishable outlines of the pan and the wooden utensil visible in the gloom as the cooking process is momentarily obscured by the lack of light.",
+          "The kitchen lights flicker back on, gradually restoring illumination to the pan and revealing the texture of the mixture as the wooden spatula resumes its stirring motion in the recovering light.",
+          "The lighting has fully recovered to reveal the final state, where fluffy white popcorn is thoroughly scattered throughout the yellow liquid egg mixture inside the black pan, actively being stirred by the wooden spoon."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00743_01705",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a bright forest clearing, a player in a red patterned shirt throws a yellow disc toward a metal basket while a cameraman in blue shorts records the shot on a tripod.",
+          "As the yellow disc arcs through the air, sudden heavy storm clouds roll in overhead, causing the natural light to dim and the green forest colors to desaturate quickly.",
+          "The scene is engulfed in deep shadow as the storm completely blocks the sun, rendering the throwing player and the blue pole of the basket barely visible in the gloom.",
+          "The heavy clouds begin to break apart, letting sunlight filter back through the trees and slowly brightening the scene to reveal the metal chains of the disc golf target.",
+          "The lighting fully recovers to show the yellow disc hovering in mid-air near the top band and chains of the disc golf basket, poised to land against the green forest backdrop."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00744_00415",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Two large clear balloons tied together and filled with vibrant multicolored water beads sit on the wet concrete ground next to a black car tire, poised for the heavy vehicle to roll directly over them.",
+          "The overhead garage lights begin to flicker and dim rapidly, causing the vibrant colors of the water beads to desaturate as shadows deepen and the black tire begins to roll forward over the balloons.",
+          "The lights switch off completely, plunging the area into total darkness where the balloons and tire are barely visible, leaving only the faint, glossy sheen of the wet concrete reflecting the minimal ambient light.",
+          "The overhead lights flicker back on, gradually illuminating the wet surface and revealing the crushed remains of the balloons and the scattered beads spreading across the concrete as visibility returns to the scene.",
+          "The lighting fully recovers to clearly show scattered colorful water beads and shredded pieces of clear balloon rubber covering the wet pavement where the balloons burst near the black tire track."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00763_00324",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Five green striped watermelons sit in a row on a white folding table backed by stacked wooden beams and dense green foliage, with the far right melon showing the first signs of detonation.",
+          "As the rightmost watermelon begins to burst, heavy storm clouds rapidly roll in over the forest canopy, causing the bright sunlight to fade and shadows to deepen across the white table and wooden beams.",
+          "The scene plunges into near-total darkness as the storm completely blocks the sun, obscuring the table and wooden beams while the violent detonation happens unseen in the blackness.",
+          "The heavy clouds begin to part and sunlight returns, gradually illuminating the white table and the wooden beams again as the mist of the explosion starts to become visible in the returning light.",
+          "Full daylight returns to reveal three intact watermelons on the left side of the table, while the two rightmost melons have been obliterated, spraying red flesh and green rind across the white table surface."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00776_00048",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A doll with tan legs rhythmically jumps up and down on a small, round pink trampoline with a white mesh center, situated on a white marble-patterned surface. In the background, pink gym equipment bases and stacked pink and yellow hula hoops sit near a wooden dollhouse structure under bright indoor lighting.",
+          "The overhead indoor lighting begins to flicker and dim significantly, casting deepening shadows across the white surface as the doll continues to bounce on the pink trampoline. The vibrant colors of the pink and yellow hula hoops in the background start to desaturate and lose their brightness.",
+          "The room plunges into near-total darkness, leaving only faint, ghostly outlines of the pink trampoline visible against the darkened surface. The jumping doll is completely obscured by the heavy shadows, and the background toys like the green ball and hula hoops are barely discernible in the gloom.",
+          "The overhead lights flicker back on, gradually illuminating the scene and revealing the white marble surface once more. As the brightness returns, the pink trampoline becomes clearly visible again, but the jumping doll is no longer present on the mesh.",
+          "With the lighting fully restored to its original brightness, the camera clearly shows the small pink trampoline sitting empty on the white surface. The doll has vanished completely, leaving only the stationary pink and yellow hula hoops and the wooden background structure visible in the well-lit room."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00783_00136",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Two shirtless men stand on the high wooden platform of the makeshift pirate ship, one in black shorts and one in green shorts leaning on the railing, under a bright overcast sky with a tattered skull flag hanging from the mast.",
+          "The bright white sky begins to darken rapidly as heavy, ominous storm clouds roll in from the horizon, casting deepening shadows across the wooden railing and the men on the deck.",
+          "The scene is plunged into near-total darkness as the storm clouds completely block out the sunlight, leaving only the faint, shadowy silhouette of the wooden mast and the tattered flag barely visible against the gloom.",
+          "The heavy cloud cover begins to break apart, allowing shafts of daylight to filter back through, gradually illuminating the rough wooden railing and the red-painted base of the platform as the storm passes.",
+          "The lighting fully recovers to normal daylight, revealing the smiling man with wet dark hair submerged up to his shoulders in the murky brown water next to the red-painted wooden base of the platform."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00785_00180",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up static shot focuses on the rough, scarred grey surface of a heavy anvil with a square hardy hole visible on the left, as a hammer begins striking a glowing orange metal rod placed on top.",
+          "The overhead workshop lights suddenly flicker and begin to dim, causing the bright specular highlights on the anvil's scratched top surface to fade while shadows deepen around the hammer and the heating metal.",
+          "The scene plunges into near-total darkness, obscuring the details of the anvil and the hammering action, leaving only a faint, dying orange ember glow from the hot metal rod visible in the blackness.",
+          "The workshop lights buzz and flicker back on, gradually restoring visibility to the scene and revealing the rough texture of the anvil's side and the small decorative metal casting attached near the base.",
+          "With the lighting fully recovered, the camera clearly shows the result of the work: the metal rod now rests on the anvil, flattened at one end into a tapered, leaf-like shape amidst scattered blue scale flakes."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00786_00064",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static top-down shot captures a blue pool table where a hand wearing a black glove aims a wooden cue stick at the white cue ball near the bottom left, surrounded by scattered colored balls.",
+          "The overhead artificial lights suddenly begin to flicker and dim, causing the shadows on the blue felt to deepen and the colors of the pool balls to desaturate as the cue stick strikes forward.",
+          "The scene is plunged into heavy darkness as the lights fail completely, hiding the pool table and the moving balls in deep shadow with only the faint outline of the table frame visible.",
+          "The lighting system sputters back to life, slowly washing over the table and revealing the blue felt once more as the dimness recedes and details of the scattered balls reappear.",
+          "With the lights fully restored, the black eight-ball is visible inside the top-left corner pocket, the white cue ball rests against the bottom-left rail, and the red ball lies near the right cushion."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00786_01466",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static top-down shot captures a blue felt pool table where a player in a blue shirt aims a cue stick at the white ball, preparing to break the racked colorful balls on the left.",
+          "The bright overhead lights begin to flicker and dim rapidly, casting long, deepening shadows across the grey rails and causing the vibrant blue felt to lose its saturation as the scene darkens.",
+          "The lights cut out completely, plunging the pool table into near-total darkness where only the faint, ghostly outline of the scattered balls and the player's arm are barely visible against the black void.",
+          "The overhead lights flicker back to life, gradually illuminating the scene and revealing the colorful balls rapidly scattering across the table as the brightness fully restores the vivid blue surface.",
+          "With the lighting fully recovered, the camera clearly shows the aftermath of the break shot, with colorful billiard balls scattered chaotically across the blue felt and the white cue ball resting near the bottom center."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00786_02269",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a brightly lit indoor bowling arena, a bowler wearing a white jersey with 'Weber Cup' and 'Loba' logos is captured in mid-stride, releasing a black bowling ball down the polished wooden lane while spectators watch from the background stands.",
+          "The bright overhead arena lights suddenly flicker and begin to dim rapidly, casting long, deepening shadows across the wooden lane as the bowler follows through with his release and the black ball gains speed toward the pins.",
+          "The stadium lights cut out completely, plunging the bowling alley into near-total darkness where only the faint, ghostly outlines of the scattering pins and the bowler's silhouette are barely visible against the dark backdrop of the audience area.",
+          "The overhead lights flicker back on with a surge of brightness, gradually illuminating the lane again to reveal the aftermath of the throw as the pins finish tumbling and the scene becomes clear.",
+          "With the lighting fully restored to its original brightness, the camera clearly shows the final result on the wooden lane: most of the white pins with red stripes are scattered in the pit, while a single white pin with red stripes remains standing upright on the far right side."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00787_00007",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blue balloon drops into the frame onto the worn, peeling wooden floorboards, bouncing rhythmically under steady indoor lighting that highlights the rough texture and scuffed surface of the planks.",
+          "The overhead lights begin to flicker erratically, casting deepening shadows across the uneven floorboards as the blue balloon continues to bounce, its vibrant color starting to desaturate in the failing illumination.",
+          "The room plunges into near-total darkness, with only faint, ambient glimmers revealing the vague silhouette of the blue balloon as it barely rebounds against the shadowed, textured floorboards.",
+          "The lights flicker back to life, gradually illuminating the scene again as the blue balloon settles, the details of the peeling paint on the floorboards slowly becoming clear once more.",
+          "Under fully restored, steady lighting, the blue balloon lies completely still on the worn wooden floorboards, resting quietly on the surface with peeling paint where the rhythmic bouncing has finally ceased."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00787_00493",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person wearing black track pants and white sneakers performs freestyle tricks with a black, green, and red patterned soccer ball on a concrete patio bordered by a light brick wall and a brown wooden gate.",
+          "As the person maneuvers their leg around the ball, sudden heavy storm clouds roll overhead, causing the ambient light to drop rapidly and casting deep, dramatic shadows against the light brick wall.",
+          "The scene plunges into deep twilight as the clouds completely obscure the sun, rendering the patio almost black where only the faint outline of the potted rosemary plant and the player's legs are visible.",
+          "The storm clouds begin to break apart, allowing bright natural light to wash back over the scene, slowly illuminating the texture of the concrete ground and the details of the brown wooden gate.",
+          "The lighting returns to full brightness, revealing the final moment where the person balances on their left leg with their right foot extended, having just launched the colorful soccer ball into mid-air above the patio."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00814_00048",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A vertical bandsaw blade steadily cuts through a thick, curved piece of lumber, following a blue marker line while sawdust accumulates on the black work surface under bright workshop lights.",
+          "The overhead fluorescent lights suddenly begin to flicker and dim, causing the shadows around the bandsaw blade and the thick curved lumber to deepen as the scene loses brightness.",
+          "The workshop plunges into near-total darkness, leaving the bandsaw blade and the curved piece of lumber barely visible as faint silhouettes against the black work surface covered in sawdust.",
+          "The artificial lighting flickers back on, gradually revealing the texture of the wood and the scattered sawdust on the black table as the scene emerges from the darkness, restoring visibility to the workshop.",
+          "With the lighting fully recovered, the curved wooden beam stands vertically against the band saw blade, which has sliced along the blue guideline, nearly separating a thin strip of wood amidst scattered sawdust."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00815_00446",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skateboarder wearing a white t-shirt and black pants performs a grind along a metal railing on a city street, with parked cars and storefronts visible in the background under bright natural daylight.",
+          "The natural lighting begins to drop rapidly as heavy grey storm clouds roll in over the street, causing shadows to deepen and the vibrant colors of the parked cars and storefronts to desaturate.",
+          "The scene plunges into near-total darkness as the dense storm clouds completely block the sun, leaving only the faint, ghostly outline of the metal railing and the skateboarder barely visible in the deep gloom.",
+          "The lighting begins to return as the heavy storm clouds start to part, gradually illuminating the street scene again and revealing the skateboarder near the metal railing as the colors of the surroundings start to pop back.",
+          "The lighting has fully recovered to bright daylight, clearly showing the skateboarder lying on the paved ground propping himself up with his hands, while his skateboard rests upside down with wheels facing up near the base of a tree."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00815_00919",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skateboarder with long hair rides toward a metal rail on a concrete pavement, with blue double doors visible in the background under a covered walkway illuminated by bright daylight.",
+          "The bright daylight begins to fade rapidly as heavy storm clouds roll in, deepening the shadows around the metal rail and causing the scene's colors to desaturate.",
+          "The area is plunged into near-total darkness, obscuring the skateboarder's movements and leaving only the faint outlines of the building's structure and the rail visible in the gloom.",
+          "The storm clouds start to break, allowing light to filter back in and gradually revealing the concrete ground and the aftermath of the skateboarder's attempt.",
+          "The lighting returns to full brightness, clearly showing the skateboarder lying on his stomach on the concrete, propping himself up with his hands, while his skateboard rests on its wheels nearby to his left."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00872_01459",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static shot shows a gray concrete block standing upright on a wooden surface against a plywood backdrop, with a pile of rubble to the left, illuminated by bright sunlight.",
+          "Sudden heavy storm clouds roll in, rapidly dimming the sunlight and casting deep shadows over the standing concrete block and the plywood wall as the scene darkens.",
+          "The scene is plunged into near-total darkness by the thick clouds, rendering the violent shattering of the concrete block barely visible as jagged fragments and dust launch into the gloom.",
+          "The storm clouds begin to part, allowing beams of sunlight to gradually return and illuminate the table surface, revealing the settling dust and the damaged block.",
+          "Full sunlight returns to reveal the final state: the concrete block now features a jagged, shattered top edge, surrounded by settling dust clouds and scattered concrete debris fragments across the table surface."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00903_00032",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A young man in a purple beanie and black sweatshirt rides a light blue BMX bike down a paved road towards a low metal rail near a red brick building, preparing to jump.",
+          "As the rider approaches the rail, the natural daylight suddenly dims as heavy grey storm clouds roll in, casting deep shadows and desaturating the colors of the green utility box and the brick wall.",
+          "The scene plunges into near-total darkness, obscuring the rider's attempt to grind the rail; only faint silhouettes of the bike frame and the metal railing are barely visible against the dim surroundings.",
+          "The heavy clouds begin to part and daylight flickers back into the scene, gradually revealing the asphalt street surface and the aftermath of the failed trick near the black trash can.",
+          "With full lighting restored, the rider is seen sitting on the concrete curb beside the road clutching his leg in pain, while his light blue bicycle leans precariously against the metal railing nearby."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00903_00080",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person in a black shirt and white pants stands on a high concrete ledge next to a grey building with horizontal siding and large glass windows, while a camera on a tripod records from the left.",
+          "As the figure prepares to move, heavy storm clouds suddenly roll in, causing the natural sunlight to fade rapidly and shadows to deepen around the grey siding and the tripod standing on the pavement.",
+          "The scene plunges into near-total darkness as the storm clouds completely block the sun, obscuring the action on the ledge and hiding the details of the building's glass windows and the concrete ground in deep shadow.",
+          "The heavy clouds begin to part and sunlight returns, gradually revealing the pavement below the ledge where the rider has landed, bringing the grey wall and the recording equipment back into view.",
+          "With the lighting fully recovered, the camera clearly shows a person lying on the pavement clutching their leg in pain near the base of the ledge, while a bicycle rests on its side on the ground nearby."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00909_00861",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A female pitcher in a white t-shirt and maroon pants throws a yellow softball towards a batter in a black jacket, with a chain-link fence and green padding visible in the background.",
+          "The natural lighting begins to drop significantly as thick storm clouds gather overhead, darkening the dirt infield and causing the figures of the players to lose definition against the fence.",
+          "The scene becomes almost completely dark as the heavy clouds blot out the sun, hiding the chain-link fence and the players in deep shadow, leaving only faint silhouettes visible.",
+          "The lighting starts to return as the cloud cover thins, gradually revealing the texture of the dirt field and the green padded wall behind home plate once more.",
+          "The lighting fully recovers to reveal a young man in a red cap and black hoodie lying on his back on the dirt infield, laughing while clutching a baseball glove to his chest near the green padding."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00923_00451",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blacksmith wearing a thick, dirty quilted jacket and blue pants uses long tongs to hold a glowing red metal piece on an anvil, using a metal bar to bend the heated arms.",
+          "The overhead workshop lights suddenly begin to flicker and dim, causing the shadows around the anvil and the blacksmith's textured jacket to deepen rapidly as the room loses illumination.",
+          "The scene plunges into heavy darkness as the lights fail completely, obscuring the blacksmith's blue pants and leaving only the faint, pulsating glow of the hot metal visible against the dark anvil.",
+          "The artificial lighting sputters and begins to return, casting a growing glow over the workshop debris and gradually revealing the blacksmith's white glove and the metal tools resting nearby.",
+          "The lighting fully recovers to reveal the final result: the red-hot metal piece is now bent into a distinct forked shape with curved prongs, held securely by tongs over the anvil surface."
+        ]
+      }
+    }
+  }
+]
\ No newline at end of file
diff --git a/MBench-V/_legacy/prompts/staging_0422/prompts_occlusion.json b/MBench-V/_legacy/prompts/staging_0422/prompts_occlusion.json
new file mode 100644
index 0000000000000000000000000000000000000000..86f5292f66a7298907fa987a96690a3f81b42d8b
--- /dev/null
+++ b/MBench-V/_legacy/prompts/staging_0422/prompts_occlusion.json
@@ -0,0 +1,1402 @@
+[
+  {
+    "task_id": "a00000_00698",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A bright red ceramic piggy bank sits centered on a glossy black reflective surface against a stark white background, just as a heavy metal hammer swings into the frame from the right, poised to strike the smooth ceramic flank.",
+          "A large, billowing white studio cloth enters rapidly from the left edge of the frame, drifting inward to partially obscure the view of the red piggy bank and the incoming hammer just before impact.",
+          "The white fabric completely fills the frame, hiding the piggy bank and the destructive action entirely, leaving only the soft folds and bright white texture of the cloth visible against the studio lighting.",
+          "The white cloth begins to retract and slide out towards the right side of the frame, revealing glimpses of the aftermath underneath as the fabric clears the central view.",
+          "With the white cloth fully gone, the camera reveals the red piggy bank shattered into large red and white ceramic shards scattered across the reflective surface, with coins spilling out amidst the debris near the resting hammer."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00027_00216",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A bundle of red and white striped candy canes tied with a pale ribbon stands upright on a dark, textured surface, while a sledgehammer descends rapidly from the top edge toward the candy.",
+          "A person wearing a black shirt enters from the left edge, their torso moving steadily across the foreground to partially block the view of the candy canes and the hammer striking down.",
+          "The person's black shirt dominates the entire frame, completely obscuring the candy canes and the table surface, preventing any view of the shattering action happening behind them.",
+          "The person in the black shirt moves toward the right edge, slowly unveiling the scene as the gap widens to show the dark surface beneath.",
+          "The person has fully exited the frame, leaving a clear view of shattered red and white candy cane fragments scattered across the dark surface, with the crumpled ribbon lying near the hammer."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00043_00428",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A large, shiny stainless steel bowl sits centrally on a dark, flat surface, reflecting the bright daylight, while a stream of white granular substance begins to pour into it from the right side, near a person's leg clad in khaki pants.",
+          "A person wearing a dark garment enters from the right edge, moving leftward across the foreground and beginning to block the view of the stainless steel bowl and the stream of white grains.",
+          "The dark garment of the passing person completely fills the frame, obscuring the bowl and the pouring action entirely, with only the rough, reddish wall and wire mesh visible in the upper background above their shoulder.",
+          "The person continues their path to the left, their dark clothing moving out of the frame to reveal the stainless steel bowl again, where the white granular substance is now visibly piling up inside.",
+          "The occluding figure has fully exited to the left, revealing the final state where the large stainless steel bowl rests on the dark surface, now containing a substantial mound of the white granular powder."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00043_01032",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A top-down shot captures a large stainless steel bowl of white flour on a light wood table, where a hand holds a small brown jar and starts pouring granular brown powder into the mound.",
+          "A person wearing a dark blue shirt enters from the left edge, their body moving across the foreground and starting to block the view of the bowl and the pouring hand.",
+          "The person's dark blue shirt completely covers the frame, hiding the bowl and the action entirely, leaving only the fabric and the edge of the wooden table visible at the periphery.",
+          "The person moves further right, and the dark fabric slides away, gradually revealing the metal bowl and the flour mixture underneath as the obstruction clears the scene.",
+          "With the person fully gone, the view returns to the metal bowl on the wooden table, showing a hand mixing the granular yeast into the white flour and tossing the ingredients together."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00089_00763",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A low-angle shot shows a person crouching on the left amidst dry, brown grass, gripping a white Discraft disc, with dark trees and a soft evening sky visible in the background.",
+          "A large dog with dark fur runs into the frame from the left side, its body moving close to the lens and beginning to block the view of the crouching person and the disc.",
+          "The dog's torso and legs completely dominate the foreground, fully obscuring the person and the field behind it, filling the screen with moving fur and paws against the low perspective.",
+          "The dog exits the frame to the right, its tail and hind legs clearing the view, allowing the dry grass field to reappear as the white disc comes into focus rolling forward.",
+          "The scene is clear again, showing the white Discraft disc rolling large and blurred in the bottom right foreground across the dry grass, while the person now stands upright near a basket in the distance."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00092_00591",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "On a bright blue hard court marked with crisp white lines, a female tennis player in a yellow top and dark skirt is captured mid-air, preparing to strike a yellow tennis ball.",
+          "A ball person wearing a dark blue uniform runs into the frame from the left side, their blurred figure beginning to obscure the lower portion of the court and the player's white shoes.",
+          "The ball person completely dominates the foreground, their moving limbs and dark blue clothing filling the entire view and effectively blocking out the tennis player and the bright blue court surface behind them.",
+          "The ball person continues running toward the right edge of the frame, their body sliding out of view to gradually reveal the blue court surface and the distinct white boundary lines underneath once again.",
+          "With the foreground clear again, the camera clearly shows a yellow tennis ball bouncing gently near the white service line on the expansive blue court surface, marking the end of the rally."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00097_00353",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A shovel with a sturdy wooden handle and black metal blade repeatedly plunges into dark, churning water, violently striking the edge of a thick, blue-tinted sheet of ice near a person's beige winter boot visible on the left side.",
+          "A thick, bare tree branch sways down from the upper right corner, partially obscuring the view of the shovel blade and the splashing water as it strikes the frozen surface near the existing thin twigs.",
+          "The gnarled, brown branch swings fully across the center of the frame, completely blocking the view of the dark water, the wooden handle, and the shattering ice edge, dominating the foreground with its textured bark.",
+          "The heavy branch begins to sway back upwards and to the right, revealing glimpses of the disturbed water and scattered ice shards through the widening gap as the obstruction clears the central view.",
+          "With the branch fully gone, the static camera reveals the jagged, broken edge of the ice sheet and submerged fragments floating in the dark, rippling water, marking the irregular boundary where the tool struck the frozen surface."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00098_00335",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a brightly lit kitchen setting, a pair of hands cracks white eggs over a large, stainless steel mixing bowl already brimming with dozens of vibrant orange yolks, while a green plastic crate filled with whole eggs sits nearby on the right.",
+          "As the hands continue to tap and break the shells, a person wearing a white apron enters the frame from the right side, their torso slowly moving across the foreground and beginning to obscure the view of the green crate and the metal bowl.",
+          "The person in the white apron continues walking directly in front of the lens, their clothing completely filling the frame and hiding the bowl of yolks, the cracking hands, and the crate of eggs from view entirely.",
+          "The white fabric of the apron shifts towards the left edge of the frame as the person walks away, gradually revealing the stainless steel bowl and the accumulated mixture of raw eggs underneath.",
+          "Once the person has fully exited the frame to the left, the camera clearly shows the large metal pot filled with raw egg yolks and whites, with hands holding two uncracked white eggs above the bowl beside the crate."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00098_00483",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "On a light wooden butcher block table, a clear glass pie dish holds two raw eggs with bright yellow yolks, while in the background of white kitchen cabinets and a stainless steel sink, a person tilts a small bowl to pour more yolks.",
+          "A person wearing a white shirt enters from the left edge of the frame, their body moving forward to partially block the view of the glass pie dish and the eggs resting on the light wooden table.",
+          "The person in the white shirt stands directly in front of the lens, completely obscuring the wooden table, the glass dish, and the pouring action, filling the frame with their torso while the white kitchen cabinets remain blurred in the background.",
+          "The person in the white shirt walks towards the right side of the frame, gradually revealing the glass pie dish and the wooden surface as the obstruction moves away, allowing light to hit the eggs again.",
+          "Once the person has exited the frame, the glass pie dish is clearly visible on the wooden table, now holding several raw eggs with distinct yellow yolks, while a hand holds the empty small glass bowl nearby."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00098_01181",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a softly lit kitchen setting, a hand holds a brown egg poised over a clear glass, while a white carton brimming with golden eggs rests on a stack of papers to the left.",
+          "A person wearing a dark shirt enters from the right edge, their torso moving into the foreground and starting to block the view of the glass and the hand holding the egg.",
+          "The person's dark clothing completely dominates the frame, fully obscuring the egg carton, the glass, and the hand, so that no part of the kitchen table or the cracking action is visible.",
+          "The person moves further left and begins to exit the frame, creating a widening gap that reveals the stack of papers and the clear glass sitting on the wooden table surface again.",
+          "Once the person has fully left, the clear glass is shown containing raw egg yolk and white, with a hand holding broken brown eggshells just above it, indicating a second egg has been cracked."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00102_01345",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A metal mesh strainer hangs above a dark, rustic bowl, filtering a translucent pink liquid that drips in steady streams, creating expanding ripples and clusters of bubbles on the surface of the red juice resting on a wooden surface.",
+          "A person's arm, covered in a soft beige sleeve, slides into the frame from the left, moving across the foreground and starting to obscure the metal strainer and the pool of red juice below.",
+          "The beige sleeve fills the majority of the view, completely blocking the strainer and the bowl, so that only the blurred fabric texture is visible while the straining action is hidden behind the arm.",
+          "The arm in the beige sleeve shifts towards the right edge, gradually pulling away to reveal the dark bowl and the red liquid underneath as the obstruction clears the central area of the shot.",
+          "Once the arm has fully exited the frame, the camera clearly displays the dark bowl filled with vibrant red liquid, its surface shimmering with scattered bubbles and faint ripples where the straining has concluded."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00106_00623",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A massive fireball erupts in the center of the frame against a clear blue sky, with bright yellow flames and dark smoke expanding rapidly while metal debris flies outward above a distant tree line.",
+          "A large, leafy branch from a foreground tree swings into the frame from the left edge, beginning to obscure the lower portion of the expanding fireball and the flying shrapnel.",
+          "The thick cluster of green leaves and brown twigs completely fills the screen, blocking the view of the explosion entirely as the wind pushes the heavy vegetation across the static lens.",
+          "The leafy branch begins to swing back towards the right edge of the frame, revealing glimpses of the towering smoke column and falling debris through the widening gaps in the foliage.",
+          "The branch has fully exited the frame, revealing the final state where a towering column of orange fire and thick smoke rises upwards while scattered metal fragments rain down against the blue sky."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00106_00691",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "The static aerial view captures a winding river flanked by dense dark green jungle and agricultural plots, where a massive explosion suddenly erupts, launching a towering column of black smoke and fire into the sky.",
+          "A large, dark bird suddenly swoops into the frame from the upper left, its out-of-focus wingspan rapidly expanding to partially block the view of the erupting fire and the winding waterway below.",
+          "The bird's dark, blurry body and fully extended wings dominate the entire foreground, completely obscuring the explosion and the river valley beneath it in a momentary total blackout of the scene.",
+          "The avian intruder continues its trajectory toward the right side of the frame, its trailing feathers dragging across the lens to slowly unveil the devastated landscape and rising smoke once more.",
+          "Once the bird has fully exited the frame, the view is clear again, displaying a massive cloud of white and dark smoke billowing upward while numerous white trails arc radially outward and downward in a starburst pattern."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00106_00880",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "The large, angular metal structure rests on a dirt mound in a field of dry grass under an overcast sky, suddenly struck by a violent explosion on its side.",
+          "A dark green utility truck enters the frame from the left foreground, driving steadily across the bottom edge and beginning to obscure the lower portion of the exploding metal structure.",
+          "The truck continues its path until its large, boxy silhouette completely dominates the foreground, fully blocking the view of the fireball and the metal target behind it against the pale sky.",
+          "The utility truck begins to exit the frame to the right, revealing the chaotic aftermath through the widening gap as the vehicle moves out of the line of sight, exposing the smoke.",
+          "Once the vehicle has fully exited to the right, the scene clearly shows a massive fireball and thick black smoke engulfing the left side, scattering debris, while the right angled panel remains standing on the mound."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00106_00896",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "The black and white rocket with red USA lettering stands on the pad, surrounded by metal gantries and the structure marked 1 SIDE 4, as massive orange flames suddenly erupt from the engine bells at the base.",
+          "A large, yellow industrial service vehicle drives slowly into the frame from the right, its heavy metal body rising to partially block the view of the violent flames expanding around the launch tower legs.",
+          "The yellow service vehicle moves fully across the foreground, completely hiding the rocket base and the spreading fire behind its tall, solid cabin and cargo bed, leaving only the upper rocket section visible.",
+          "The yellow vehicle begins to exit the frame to the left, slowly unveiling the scene as the intense glow of the fire becomes visible again through the gap behind the truck's rear.",
+          "The vehicle has completely left the view, revealing a massive, blinding cloud of bright orange fire and exhaust that now engulfs the entire launch platform and obscures the metal structures in intense light."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00106_01023",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A massive explosion erupts from the large brick manor, sending a towering plume of reddish-brown smoke and debris high into the overcast sky, obscuring the central tower while the lower brick walls remain visible behind the rising dust cloud.",
+          "A large leafy branch from the foreground tree on the left sways violently into the frame, beginning to partially block the view of the rising smoke and the brick building.",
+          "The thick cluster of green leaves and brown twigs fully dominates the center of the frame, completely hiding the burning manor and the billowing smoke behind a dense wall of vegetation.",
+          "The swaying branch begins to retreat back toward the left edge of the frame, revealing glimpses of the dark smoke and the damaged roof structure through the thinning gaps in the leaves.",
+          "The branch has fully exited the frame, revealing the final state where a massive fireball engulfs the manor's roof, sending thick black smoke and flying debris high into the sky above the partially visible lower brick walls."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00106_01537",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "From a high-angle static perspective, a massive black metal truss structure holds a rocket engine centrally, surrounded by billowing white vapor jets against a backdrop of dusty brown earth and concrete pads, with white storage tanks visible on the right edge.",
+          "A large bird with brown and white feathers suddenly swoops down from the top left, its wings spreading wide as it flies extremely close to the lens, beginning to obscure the view of the white vapor and the black truss structure.",
+          "The bird's outstretched wings and body completely fill the frame, blurring into a soft focus of brown and white feathers that entirely blocks the view of the test stand and the ground, hiding the machinery.",
+          "The bird banks away towards the bottom right, its wings receding to reveal widening gaps of the scene, where the initial white vapor has rapidly ignited into a violent eruption of bright orange flames beneath the black truss.",
+          "With the bird fully gone, the camera clearly shows the rocket engine burning intensely, producing a massive, turbulent cloud of bright orange fire and thick white smoke that engulfs the area beneath the stationary black metal structure."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00107_00694",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A gloved hand firmly grips a metal chisel against a rapidly spinning block of light-colored wood mounted on a lathe, sending a spray of fine sawdust into the air near a black collection box filled with shavings.",
+          "From the left side of the frame, the dark, dust-covered torso of a fellow worker walks into view, partially obscuring the spinning wooden workpiece and the gloved hand holding the carving tool.",
+          "The fellow worker's body completely fills the frame, blocking the view of the lathe and the carving process entirely, leaving only the texture of their dark, sawdust-dusted clothing visible in the foreground.",
+          "As the fellow worker continues walking to the right, their body begins to slide out of the frame, revealing the smoothing wooden surface and the metal tool rest underneath once again.",
+          "With the worker fully gone, the camera reveals the large wooden workpiece now shaped into a smooth, rounded, bulbous form spinning on the lathe, with thick layers of sawdust covering the stationary gloved hands."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00112_00847",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Under a bright blue sky with wispy clouds, a white off-road vehicle speeds along a dry dirt track flanked by golden grasses and dark rocky hills, pulling taut on a yellow tow strap that leads toward the camera.",
+          "A large, dry tumbleweed rolls rapidly into the frame from the left edge, its tangled brown branches catching the sunlight as it begins to obscure the lower portion of the speeding vehicle and the dusty trail.",
+          "The massive tumbleweed continues its rapid roll across the foreground, completely filling the lens with its textured, dry vegetation and blocking the view of the white vehicle and the yellow tow strap entirely.",
+          "The tumbleweed rolls toward the right edge of the frame, slowly revealing the scene behind it as gaps in its dry branches allow glimpses of the thickening dust cloud and the taut yellow rope to reappear.",
+          "With the tumbleweed now fully out of frame, the view clears to show the white vehicle almost completely swallowed by a massive cloud of brown dust, the yellow tow rope stretching taut and disappearing into the thick haze."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00132_00608",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A heavy, grey mechanical press descends rapidly toward a glowing orange metal bar resting on a sturdy, dark lower die, preparing to forcefully crush the hot steel against the base.",
+          "A large, dark rectangular metal plate, likely a piece of scrap or a shield moved by a crane, slides into the frame from the left side, beginning to partially block the view of the descending press and glowing bar.",
+          "The massive dark metal plate completely fills the foreground, entirely obscuring the crushing action and the machinery, with only its scratched, matte surface and faint industrial reflections remaining visible in the frame.",
+          "The large dark metal plate begins to slide away towards the right, slowly revealing the aftermath of the crushing process through the widening gap as the heavy grey press remains stationary above the work area.",
+          "The dark metal plate has fully exited the frame to the right, clearly showing the final result where the metal has been compressed into a flat, wide sheet on the bottom die surrounded by scattered dark flakes of scale."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00138_00190",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a brightly lit workshop with corrugated metal walls, a pink tablet stands upright on a silver platform bordered by yellow and black hazard tape, while a heavy concrete block hovers just above it, ready to drop.",
+          "A technician wearing a white shirt walks into the frame from the left, carrying a large, flat metal sheet that begins to obscure the view of the pink tablet and the dropping block.",
+          "The large metal sheet held by the passing technician completely fills the foreground, blocking the view of the crushing action and reflecting the bright studio lights as it moves across the center of the frame.",
+          "As the technician continues walking to the right, the edge of the metal sheet slides out of view, revealing the aftermath of the impact through the widening gap in the foreground.",
+          "With the obstruction fully cleared, the static shot reveals the pink tablet lying completely flattened and crushed on the hazard-striped platform, surrounded by large, jagged chunks of concrete rubble scattered across the metal surface."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00138_00574",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Three metal 'Joys Salted Peanuts' cans sit on rough concrete pavement, filled with bright blue and yellow water beads, positioned directly in the path of a large black car tire visible on the right edge.",
+          "A person's leg, clad in dark denim jeans and a grey sneaker, steps into the frame from the left, partially obscuring the view of the blue-beaded can as the tire begins its forward roll.",
+          "The person's leg and shoe fully dominate the center of the frame, completely blocking the view of the cans and the tire, casting a dark shadow over the concrete while the crushing action continues unseen behind the limb.",
+          "The leg in the grey sneaker lifts and moves toward the right edge of the frame, revealing glimpses of flattened metal and scattered colorful beads on the ground through the widening gap near the car's undercarriage.",
+          "The person's leg has completely exited the frame to the right, revealing the aftermath: three flattened metal cans lying crushed on the concrete, with blue and yellow gel beads scattered widely across the pavement where the containers once stood."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00138_00729",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A rectangular yellow plastic container with bright side latches sits on the rough gray asphalt, filled to the brim with clear water beads atop layers of orange, yellow, green, and blue beads. To the right, the black tread of a large car tire looms close to the container as it begins to roll forward.",
+          "A person wearing blue jeans and a white t-shirt walks into the frame from the left, their body beginning to obscure the yellow container as the car tire presses down on the colorful beads.",
+          "The person's torso and legs completely dominate the center of the frame, fully blocking the view of the container and the tire's interaction, leaving only the gray asphalt and the edge of the tire visible on the far right.",
+          "The person continues walking to the right, their body moving out of the frame to reveal the crushed plastic and scattered beads emerging from behind their legs.",
+          "With the pedestrian fully out of the frame, the camera reveals the flattened remains of the yellow plastic container lying crushed on the asphalt, with orange slime spilling out and hundreds of colorful water beads scattered across the wet ground near the stationary tire."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00138_00800",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black car tire with white 'WHEELER' lettering sits atop a brown wooden ramp labeled 'EXPERIMENTS & LIFE HACKS', positioned directly beside a whole green striped watermelon on the gray asphalt.",
+          "A person wearing blue jeans and white sneakers walks into the frame from the left, their legs partially obscuring the view of the green watermelon and the wooden ramp as the tire begins to roll forward.",
+          "The person's legs and lower torso completely dominate the foreground, fully blocking the view of the car tire, the wooden ramp, and the watermelon as the crushing action happens behind them.",
+          "The person in blue jeans continues walking to the right and begins to exit the frame, slowly revealing the crushed remains of the fruit and the stationary black tire on the pavement.",
+          "Once the person has fully left the frame, the camera clearly shows the destroyed watermelon, with scattered chunks of red flesh and green rind lying on the asphalt near the black tire and wooden ramp."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00144_00810",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up view captures a hand holding a silver metal shaker, pouring a stream of liquid and ice into a clear glass featuring a white diamond lattice pattern that sits on a white counter with amber liquid inside.",
+          "A person wearing a dark garment suddenly walks into the frame from the left edge, their body beginning to block the view of the pouring hand and the etched glass.",
+          "The dark fabric of the passerby's clothing completely dominates the foreground, fully obscuring the glass, the shaker, and the white beadboard background as they move directly across the lens.",
+          "The passerby continues their movement toward the right edge, their dark form sliding away to reveal the white surface and the top rim of the glass re-emerging into view.",
+          "The frame is now clear again, showing the diamond-patterned glass resting on the white table, filled with the mixed brown cocktail and several large, clear ice cubes floating at the top."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00204_01516",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Two curlers in bright yellow jerseys vigorously sweep the white ice with brooms ahead of a sliding yellow stone, while the blue sideboards frame the rink under bright arena lights.",
+          "A person wearing a dark jacket walks closely past the camera lens from the left side, their torso beginning to obscure the view of the sweeping players and the sliding stone.",
+          "The dark fabric of the passerby's jacket completely fills the frame, hiding the curling action entirely and leaving only the texture of the dark clothing visible against the bright background light.",
+          "The person in the dark jacket continues walking to the right, slowly revealing the white ice sheet again as the gap widens to show the yellow stone slowing down near the target area.",
+          "With the obstruction gone, the yellow curling stone rests perfectly in the center of the blue target circle, surrounded by the players in yellow shirts who have stopped sweeping and stand on the ice."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00206_00877",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A clear, empty glass rests on a smooth white surface, illuminated by soft, even lighting. Large chunks of white ice begin to drop into the vessel from above, landing with a sharp clink against the transparent bottom.",
+          "A soft white linen napkin enters the frame from the left side, drifting slowly across the scene. It begins to partially obscure the clear glass and the falling ice chunks, casting a gentle shadow over the pristine white surface.",
+          "The white linen napkin now completely dominates the center of the frame, fully concealing the glass and the ice dropping action. The soft texture of the fabric fills the view, blocking all sight of the countertop and the vessel beneath it.",
+          "The white linen napkin begins to slide away towards the right edge of the frame, gradually revealing the scene underneath. Through the widening gap, the clear glass and the white countertop become visible again as the fabric retreats.",
+          "The white linen napkin has fully exited the frame to the right, leaving the scene unobstructed. The clear glass now sits quietly on the white surface, containing two distinct white ice cubes resting at the bottom under the bright lighting."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00207_02059",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "The large chrome hydraulic press ram begins its rapid descent toward the black Nikon FA camera body centered on the circular metal pedestal, while scattered debris lies on the workbench against a backdrop of green walls with yellow lightning bolt signs.",
+          "A worker wearing a dark grey coverall enters from the left edge of the frame, their torso partially obscuring the view of the descending press and the Nikon camera as they walk across the foreground.",
+          "The worker's dark grey coverall completely fills the frame, blocking the entire view of the hydraulic press and the Nikon camera, with only the texture of the heavy fabric visible as they pass directly in front of the lens.",
+          "The worker in the dark grey coverall continues moving to the right, their body sliding out of the frame to reveal the aftermath of the crushing action underneath the now-stationary press ram.",
+          "With the worker fully out of the frame, the black Nikon camera is revealed completely crushed flat against the metal base, its body destroyed into a pile of debris with metal shards scattered and the strap hanging from the flattened wreckage."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00233_00090",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person wearing blue nitrile gloves holds a large white plastic scoop filled with white flour over a shiny stainless steel mixing bowl, while a blue bowl containing more flour sits on the counter to the left near a sunlit window.",
+          "A person wearing a white apron enters the frame from the right side, their body partially obscuring the view of the gloved hands and the metal bowl as they walk past the workstation.",
+          "The white fabric of the passing person's apron completely fills the camera view, hiding the mixing bowl and the pouring action entirely behind the moving cloth texture.",
+          "The person in the white apron continues walking toward the left edge of the frame, gradually revealing the stainless steel bowl and the countertop underneath as the obstruction clears.",
+          "Once the person has fully exited the frame to the left, the camera clearly shows the shiny metal bowl containing a large mound of white flour at the bottom, with the blue bowl still visible in the background."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00233_00238",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Fine white flour and granulated sugar cascade from a tilted stainless steel bowl into a larger mixing basin, creating a dusty cloud, while a gloved hand grips the rim at the bottom right.",
+          "A chef's arm wearing a white glove enters from the right, sweeping across the foreground and partially blocking the view of the white flour and sugar cascading into the metal bowl.",
+          "The white-gloved arm and sleeve completely cover the center of the shot, obscuring the stainless steel bowl and the falling ingredients, filling the frame with the texture of the white material.",
+          "The arm retracts to the right, widening the view to reveal the stainless steel bowl again, where the stream of flour has ceased and a pile of ingredients is becoming visible.",
+          "The arm has fully left the frame, leaving a clear view of the large stainless steel mixing bowl containing a settled, static mound of white flour and sugar mixture at the bottom."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00237_00609",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand carefully places the final wooden domino at the end of a curved line extending from a tall tower of light brown wooden blocks with carved tracks, set against a white foam mat background.",
+          "An orange tabby cat walks into the frame from the right side, its furry body beginning to obscure the view of the hand and the newly placed domino near the white mat.",
+          "The orange tabby cat completely fills the frame, its thick fur and body hiding the wooden block tower and the domino line, leaving only the cat's moving form visible against the bright lighting.",
+          "The orange tabby cat continues walking toward the left edge, slowly revealing the wooden structure and the dominoes which have started to topple over as a blue marble rests near the base.",
+          "With the cat fully out of the frame, the scene shows a blue marble resting near the base of the wooden block structure while the curved row of wooden dominoes continues toppling over in a chain reaction."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00237_00717",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A glossy red and white ceramic object tumbles rapidly toward the rotating metal teeth of an industrial shredder, set against a backdrop of bright blue painted metal walls.",
+          "A heavy, translucent blue plastic safety flap swings down from the upper right edge of the frame, beginning to obscure the view of the crushing blades and the falling ceramic item.",
+          "The thick blue plastic sheet completely dominates the foreground, rippling slightly as it fully blocks the camera's view of the shredder mechanism and the disintegrating item behind it.",
+          "The heavy blue safety flap slowly lifts and sways back toward the upper frame, gradually revealing the sharp interlocking metal teeth and the scattered remnants of the destruction process underneath.",
+          "The plastic curtain has fully retracted out of view, leaving a clear shot of the shredder blades where the red polka-dotted object has been completely pulverized into small white and red fragments disappearing between the rotating metal teeth."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00238_00133",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Clear glass marbles roll smoothly along the pale pine wood tracks, gathering speed as they descend the parallel grooves toward the intricate pivoting wooden hammer mechanism situated in the foreground.",
+          "A person's arm, clad in a thick white knitted sweater sleeve, enters from the right side of the frame, slowly obscuring the view of the wooden hammer and the rolling marbles.",
+          "The white sweater sleeve completely fills the frame, blocking out the detailed wood grain and the marbles entirely, leaving only the soft texture of the knitted fabric visible against the bright indoor lighting.",
+          "The arm begins to retract back toward the right edge, slowly revealing the stationary wooden tracks and the carved channels underneath as the fabric moves out of the way.",
+          "With the arm fully gone, the camera reveals a single blue marble resting securely inside a carved circular hole in the wooden block on the left, while the rest of the track remains still."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00270_00023",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "The large Uzbekistan Airways jet, featuring a white body with blue and green stripes and a blue engine nacelle, lowers its landing gear against a grey sky as it prepares to touch down on the wet runway.",
+          "A white airport maintenance truck with flashing amber lights enters from the left edge of the static frame, moving rightward and beginning to partially block the view of the aircraft's blue engine and extended landing gear.",
+          "The white maintenance truck continues its path across the foreground, completely filling the frame and fully obscuring the landing aircraft, leaving only the truck's side panels and moving wheels visible against the grey backdrop.",
+          "As the white maintenance truck exits towards the right edge of the frame, the view clears to reveal the airplane again, now firmly on the ground with spoilers deployed and water spraying from the tires.",
+          "The maintenance vehicle has fully left the frame, leaving a clear view of the large airplane rolling away down the wet runway, its wing spoilers fully deployed and tires kicking up a significant rooster tail of water spray."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00280_00363",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skier descends rapidly down the steep, sunlit snow slope, navigating around the scattered dark rocks on the left while kicking up a large spray of white powder with each turn.",
+          "A large bird of prey swoops into the frame from the right edge, its dark wings beginning to obscure the view of the skier carving through the snow near the rocky outcrops.",
+          "The bird's massive wingspan completely fills the foreground, blurring the scene with feathers and blocking the view of the snowy mountain entirely as it passes extremely close to the static camera lens.",
+          "The bird exits the frame to the left, its wings moving out of view to gradually reveal the bright white snow and the dark rocks of the mountain slope as the scene clears.",
+          "The bird is fully gone, revealing a person lying on their back in the snow with limbs splayed, surrounded by a spray of powder near the scattered rocks where the descent ended."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00318_00064",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Under a bright blue sky with wispy clouds, a whole pineapple sits atop a rugged, reddish-brown dirt mound surrounded by dry scrub brush, just as it suddenly bursts apart in a violent explosion of yellow fruit and green leaves.",
+          "As the pineapple detonates, sending debris upward, a large, dark bird swoops extremely close to the camera lens from the left side, its outstretched wing beginning to obscure the rising cloud of smoke and fruit chunks.",
+          "The bird's body and feathers completely fill the frame, blocking out the blue sky and the dirt mound entirely, creating a momentary blur of dark plumage that hides the ongoing explosion.",
+          "The bird continues its flight path across the frame, its tail feathers sliding out of view to the right, gradually revealing the aftermath of the blast on the mound below through the widening gap.",
+          "With the bird fully gone, the camera reveals the scattered yellow fruit chunks and green spiky leaves drifting through the air above the brown dirt mound, suspended in the wake of the explosion."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00327_00223",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black car tire rests on wet stone tiles next to a deep blue water balloon, beginning a slow roll forward over a long line of colorful spheres including orange, yellow, and green that stretch toward the rear wheel.",
+          "Just as the tire begins to compress the first blue balloon, a person wearing blue jeans and white sneakers walks into the frame from the right side, their legs partially blocking the view of the colorful line of balloons extending under the car.",
+          "The person continues walking across the foreground, their legs and lower body now completely obscuring the car tire and the line of balloons, filling the frame with the movement of denim fabric and blocking the view of the crushing action.",
+          "The person's legs move toward the left edge of the frame, gradually revealing the scene underneath the car again as the gap widens, showing glimpses of the wet pavement and the aftermath of the tire's movement over the tiles.",
+          "With the pedestrian fully out of the frame, the camera reveals the wet pavement littered with colorful rubber scraps from the burst balloons, while four intact water balloons in blue, light blue, orange, and red lie scattered separately across the stone tiles."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00364_01737",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Numerous white, oblong pills tumble through the air against a stark black background, beginning to land on a textured dark green surface, illuminated by a soft, dramatic light that highlights their smooth, chalky texture as they bounce.",
+          "As the white pills continue to scatter and bounce across the dark green surface, the bottom rim of a white plastic pill bottle enters from the upper right corner, partially obscuring the falling medication and casting a soft shadow over the tumbling objects.",
+          "The white plastic pill bottle moves fully into the center of the frame, completely blocking the view of the dark green surface and the scattered pills, its smooth, curved white surface reflecting the light and dominating the entire visual field.",
+          "The white plastic pill bottle begins to slide out of the frame towards the top right, revealing the dark green surface underneath and the chaotic arrangement of white oblong pills that have settled into a dispersed pattern.",
+          "With the white plastic pill bottle now completely gone from the view, the camera clearly shows the final state where numerous white oblong pills lie scattered across the dark green surface in a random, dispersed pattern, resting quietly after their rapid descent."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00386_00350",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In the dimly lit workshop, a heavy hammer rhythmically strikes a small, curved piece of reddish copper held against the sharp edge of a steel anvil, the metal gleaming under the focused light as the dirty hand grips it firmly.",
+          "As the hammer continues its work, a heavy, dark leather apron swings into the frame from the left side, its textured surface gradually obscuring the view of the anvil and the copper piece being shaped.",
+          "The thick leather apron completely dominates the foreground, blocking out all visibility of the hammering action and the steel anvil, leaving only the rough, dark texture of the protective gear filling the entire static shot.",
+          "The leather apron begins to swing back out of the frame to the left, slowly revealing glimpses of the steel anvil and the hand underneath as the view of the workspace widens again.",
+          "With the obstruction fully gone, the camera clearly shows the now-flattened copper wire loop resting securely against the sharp edge of the metal anvil, held firmly in place by the worker's hand after the shaping is complete."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00403_01394",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a dimly lit environment with a blurred warm shape in the background, large shards of white glass explode outward and upward from a central filament, scattering through the dark air in slow motion as a lightbulb shatters.",
+          "A person's dark sleeve enters from the left edge of the frame, moving steadily rightward and beginning to partially block the view of the exploding glass shards and the central metallic base.",
+          "The dark fabric of the sleeve completely dominates the frame, fully obscuring the shattering lightbulb and the scattered glass fragments, leaving only the texture of the black material visible against the dark background.",
+          "The dark sleeve continues its movement to the right, slowly retreating from the center and allowing the scattered white glass shards and the standing metal base to reappear through the widening gap.",
+          "With the dark sleeve fully gone from the frame, the scene reveals the aftermath: the metal base and filament stand centrally while sharp white glass fragments lie scattered outward into the surrounding darkness."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00403_01560",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Four large cola bottles stand upright on a weathered wooden table painted with red, white, and blue sections, set against a backdrop of thick timber beams and dense green foliage, when suddenly the bottles begin to violently erupt in a chain reaction.",
+          "As the dark liquid begins to spray violently from the bursting bottles, a person wearing a dark green t-shirt enters from the left edge of the frame, their body partially obscuring the view of the wooden table and the exploding soda.",
+          "The person continues walking across the foreground, their torso and shoulders completely blocking the camera's view of the table, the bursting bottles, and the timber wall behind them, leaving only the blurred outline of their movement visible against the green background.",
+          "The person moves toward the right side of the frame, revealing the aftermath of the explosion through the widening gap as the dark liquid settles and the wooden table painted with red and blue sections comes back into view.",
+          "Once the person has fully exited the frame to the right, the camera reveals the final state where two cola bottles lie on their sides on the powder-covered table, while two other bottles rest on the grass beneath amidst settling smoke."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00440_01043",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Six colorful water balloons with hand-drawn emoji faces—pink, red, orange, yellow, green, and blue—sit in a neat row on a gray concrete surface next to a large black car tire, just as the tire begins to roll forward.",
+          "A person wearing blue jeans walks into the frame from the right edge, their legs partially obscuring the blue and green balloons while the black tire continues to crush the yellow balloon behind them.",
+          "The person stands directly in front of the static camera, their denim-clad legs completely blocking the view of the balloons and the tire, dominating the frame with the dark fabric and the shadow cast on the ground.",
+          "The person begins to walk away to the left, their legs moving out of the shot and revealing the wet concrete and the crushed remains of the balloons through the widening gap in the foreground.",
+          "Once the person has fully exited the frame, the view is clear again, showing all six balloons crushed flat on the wet concrete with water actively spraying from the pink and red remnants while the others lie squashed."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00447_00070",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A stack of metal cans sits on a black folding table in front of a weathered wooden retaining wall, bathed in bright sunlight, just as the can violently explodes and sprays white foam high into the air.",
+          "As the massive spray of white foam ejects upward, a person wearing a dark jacket walks into the frame from the left, their shoulder beginning to block the view of the table and the wooden wall.",
+          "The person continues walking across the foreground, completely obscuring the table and the explosion, their dark clothing dominating the frame and hiding the cans and the scattering debris from view.",
+          "The person moves toward the right edge, their body revealing the scene behind them as the view clears to show the white residue splattered on the black table and the gravel ground below.",
+          "With the person fully gone, the camera clearly shows the aftermath: the can's base stands upright on the foam-covered table, its detached top rests to the left, and white residue splatters the table surface and the wooden wall behind."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00447_00579",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A line of colorful water balloons, including yellow, pink, green, and blue spheres, rests on a red carpet speckled with glitter and sequins, positioned just below a white vehicle bumper.",
+          "A foot wearing a white sneaker enters from the left side, stepping onto the red carpet and partially blocking the view of the yellow and pink balloons as the tire begins to roll.",
+          "The person's leg, clad in blue jeans, moves fully into the center, completely obscuring the green, blue, and purple balloons and the tire's action behind the dark denim fabric.",
+          "The sneaker and denim-clad leg begin to step away toward the right edge, gradually opening up the view to reveal the wet red surface and torn rubber pieces of the balloons.",
+          "The sneaker has fully exited the frame to the right, revealing the colorful water balloons completely burst and flattened, with rubber skins scattered across the wet, red carpet amidst splashed water and confetti."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00455_00488",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "On a sunlit white table with blurred wooden bookshelves in the background, a clear glass ramekin sits next to a brown egg. A hand cracks the egg against the rim, pouring the raw contents into the small bowl.",
+          "From the right side, a sheer white curtain suddenly billows inward on a breeze, drifting into the foreground. The translucent fabric begins to obscure the glass bowl and the cracking egg, partially blocking the view of the table.",
+          "The sheer white curtain fully covers the frame, pressing close to the lens and hiding the table completely. The view is dominated by the rippling folds of the fabric as light filters through, obscuring the egg separation action entirely.",
+          "The breeze shifts, causing the sheer white curtain to slowly recede back toward the right edge of the frame. As the fabric pulls away, the white table and the glass ramekin become visible again through the clearing space.",
+          "With the curtain fully gone, the camera reveals the glass ramekin containing clear egg white. A spoon lifts the intact yellow yolk high above the bowl, separating it as a strand of white drips back down into the glass."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00456_00097",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A gloved hand stabilizes a rough, light-colored block while another hand uses yellow-handled end-cutting pliers to grip and wiggle a metal loop embedded in the side, set on sandy ground with scattered metal debris nearby.",
+          "A large, dark work boot steps into the frame from the left, its dusty leather surface beginning to partially block the view of the pliers twisting the metal loop.",
+          "The heavy work boot completely fills the center of the frame, fully obscuring the rough block and the hands, leaving only the boot's texture and the surrounding sandy floor visible.",
+          "The work boot begins to move away to the right, slowly uncovering the rough block and the gloved hand stabilizing it as the scene re-emerges from behind the footwear.",
+          "Once the boot has fully exited the frame, the camera clearly shows a hammer claw resting against the now-bent metal fastener embedded in the rough wooden plank, which is still held upright by the gloved hand on the sandy ground."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00479_00309",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "On the smooth blue felt of the pool table, a wooden cue stick strikes the white cue ball with red dots, sending it rolling rapidly toward the yellow number one ball positioned near the corner pocket.",
+          "As the white ball moves, a person wearing dark trousers enters from the left edge, their legs partially obstructing the view of the blue rails and the yellow number one ball near the pocket.",
+          "The person's body completely dominates the foreground, fully blocking the view of the pool table, the corner pocket, and the collision happening between the white cue ball and the yellow ball against the diamond-plate metal wall.",
+          "The person continues walking to the right, their dark clothing sliding out of the frame to gradually reveal the blue table surface and the stationary blue two ball near the bottom left corner.",
+          "With the obstruction gone, the white cue ball is seen rolling across the blue felt towards the yellow nine ball in the bottom right, while the blue two ball and other striped balls remain stationary on the table."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00503_01377",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand grips a black and red pressure washer nozzle, directing a high-pressure spray along a dirty, beige stone window sill beneath a white-framed window, washing away grime near the red brick wall.",
+          "A large, leafy branch from the bush on the left swings inward on a breeze, partially obscuring the view of the pressure washer nozzle and the stone sill being cleaned.",
+          "The dense cluster of green leaves and thin brown stems completely fills the frame, effectively hiding the white window frame, the red brick wall, and the cleaning action behind a solid wall of swaying foliage.",
+          "The leafy branch begins to sway back towards the left edge, revealing glimpses of the wet stone surface and the red brickwork underneath as the greenery retreats from the center of the shot.",
+          "With the foliage fully cleared from the view, the scene shows the now clean and wet stone ledge, stripped of dark grime, with water dripping down the red brick wall below."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00512_00883",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a room with beige square tiles, a large, empty stainless steel mixing bowl with side handles sits in the center, while nearby, a person wearing black pants and grey Crocs stands ready as black-gloved hands begin pouring white flour.",
+          "From the right side, a person wearing a white apron walks into the frame, their body beginning to block the view of the shiny metal bowl and the stream of falling flour.",
+          "The person in the white apron completely dominates the foreground, entirely obscuring the mixing bowl and the pouring action, leaving only the texture of the white fabric visible in the center of the shot.",
+          "As the person in the white apron continues walking toward the left, their figure slides out of view, slowly uncovering the stainless steel bowl where the flour has been collecting.",
+          "With the passerby fully gone, the camera clearly shows the large stainless steel mixing bowl now containing a substantial, settled mound of white flour powder at the bottom, resting on the tiled floor."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00513_00452",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A vibrant green head of cabbage rests atop a mound of cracked, dry brown earth under a vast, clear blue sky, suddenly beginning to shudder violently as an internal pressure builds just before it detonates.",
+          "A large, dry, brown leaf tumbles into the frame from the upper left, caught in a sudden gust of wind, and begins to obscure the cabbage just as the vegetable bursts outward in a brilliant flash.",
+          "The crinkled, brown leaf fills the entire center of the frame, completely hiding the exploding cabbage and the mound of earth behind its textured, veined surface as it drifts extremely close to the lens, dominating the view.",
+          "The leaf begins to drift toward the right edge, lifting slightly to reveal glimpses of the green fragments and dust cloud expanding rapidly in the background above the mound of dry earth.",
+          "The leaf exits the frame to the right, leaving a clear view of the obliterated cabbage, which has scattered green shards and white dust in a wide explosion cloud above the dirt mound, with a small red fragment visible high in the debris field."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00550_00045",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a dimly lit workshop, a blacksmith's hand grips heavy tongs holding a glowing orange rectangular metal billet against the rough surface of a dark anvil, while a heavy hammer is poised to strike, sending tiny sparks scattering as the metal begins to deform.",
+          "A fellow worker carrying a large, dark sheet of scrap metal enters from the right edge of the frame, their dark clothing and the metal sheet beginning to obscure the view of the glowing billet and the anvil.",
+          "The large dark metal sheet carried by the passing worker completely fills the foreground, blocking the view of the anvil and the forging process entirely, leaving only the texture of the passing metal visible against the blurred workshop background.",
+          "The worker carrying the dark metal sheet continues moving to the left, gradually revealing the anvil and the work area again as the obstruction slides out of the frame, exposing the glowing metal once more.",
+          "With the foreground now clear, the camera reveals three glowing orange metal bars stacked flat on the dark, rough block, forming a single rectangular mass with visible surface texture and scattered scale flakes where the forging has completed."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00550_00137",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a workshop with scattered metal shavings on the floor, a wooden-handled hammer rests on the flat face of a heavy, worn iron anvil before a blacksmith lifts it to strike a glowing orange metal bar, causing sparks to scatter.",
+          "The blacksmith's dark trousers and heavy work boots step forward from the right edge of the frame, moving across the foreground and beginning to partially block the view of the anvil and the hammering action.",
+          "The blacksmith's body completely dominates the frame, filling the view with dark fabric and the blur of motion, fully hiding the anvil, the glowing metal, and the sparks from the camera.",
+          "The blacksmith steps away to the left, their dark clothing sliding out of the frame to reveal the wooden floorboards and the edge of the anvil reappearing as the view clears.",
+          "The camera now clearly shows the heavy iron anvil sitting empty and bare on its wooden block, the glowing metal bar removed, with the small golden decorative figure still visible on the side of the anvil base."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00561_00108",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A pale arm extends from the left, holding a dark reddish crawfish by its tail just above the glassy surface of a dark pond, framed by green aquatic plants hanging from the top edge.",
+          "A large cluster of green leaves and thin branches sways heavily into the frame from the upper right, beginning to partially block the view of the dangling crawfish and the calm water below.",
+          "The dense foliage of the swaying branch completely fills the view, effectively blocking the hand, the bait, and the water surface from sight as the green leaves dominate the entire foreground.",
+          "The heavy leafy branch begins to sway back out of the frame towards the top edge, gradually revealing glimpses of the disturbed water surface and the hand still hovering near the plants.",
+          "With the vegetation fully cleared from the view, the camera shows turbulent dark water churning with white foam and bubbles where the fish submerged, while the empty hand hovers near the top edge plants."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00561_01358",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "The empty black bucket swing suspended by metal chains swings rhythmically back and forth over the textured white sand, moving from the grassy background toward the foreground near the out-of-focus green support pole on the left.",
+          "A person wearing dark clothing enters from the left edge of the frame, their body gradually moving across the foreground and partially blocking the view of the swinging bucket and the sand.",
+          "The person's dark clothing and body completely dominate the frame, fully obscuring the swing set and the white sand pit from view as they walk directly past the static camera lens.",
+          "The person continues their path to the right, their figure sliding out of the frame to reveal the playground area and the swing moving closer through the widening gap.",
+          "The black bucket swing holding a crumpled beige mass swings forward into the immediate foreground, with its metal chains taut and the seat tilted upward above the white sand."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00563_00367",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static top-down shot captures a gray pool table with black rails and white diamond markers, where a cue stick strikes the white ball on the right, sending it rushing toward the colorful triangle of balls clustered on the left.",
+          "A person wearing a dark blue shirt enters from the bottom edge, their torso rising into the frame to partially block the view of the gray felt and the approaching white cue ball.",
+          "The person's dark blue shirt and back completely dominate the view, fully obscuring the pool table and hiding the moment the white ball smashes into the colorful rack of balls.",
+          "The person walks away toward the top left, their body sliding out of the frame to gradually reveal the gray table surface where the colored balls are now rolling apart.",
+          "The occlusion clears completely to show the aftermath on the gray felt, with the colorful balls scattered widely, the black ball resting near the top left corner and the white cue ball near the top rail."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00563_00668",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A top-down view shows a gray felt pool table with black rails and white diamond markers, where a racked triangle of colorful balls sits on the left and a white cue ball waits near the bottom right before a cue stick strikes it.",
+          "Just as the cue ball accelerates toward the rack, a person's dark pant leg and black shoe step into the frame from the bottom right, moving upward to partially block the view of the table's surface.",
+          "The person's dark trousers and shoe move directly over the static camera lens, completely filling the frame with blurry dark fabric that obscures the pool table, the gray felt, and the action of the scattering balls.",
+          "The dark obstruction begins to slide toward the top left corner, gradually revealing the gray felt and the now-dispersed colored balls as the person continues walking past the camera.",
+          "The person's leg and shoe have fully exited the frame, revealing the final state of the game with the colorful pool balls scattered widely across the gray felt, resting near the black rails and center."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00563_01026",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A cluster of translucent green, bright red, and pink water balloons rests on the wet, reflective concrete pavement as the black rubber tread of a car tire begins to roll forward toward them.",
+          "A person's legs, clad in blue jeans and white sneakers, walk into the frame from the left side, beginning to obscure the view of the colorful balloons and the wet ground.",
+          "The person's legs continue walking across the foreground, completely blocking the camera's view of the water balloons and the car tire with their denim-clad thighs and shoes dominating the entire frame.",
+          "The person's legs move toward the right edge of the frame, gradually revealing the wet concrete surface underneath as they exit the scene and the background comes back into view.",
+          "Once the person has fully passed, the camera reveals the crushed remains of the water balloons, with torn fragments of green, red, and pink rubber scattered across the damp pavement near the tire."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00563_01823",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand wearing a black wristwatch places a row of four colorful plastic bottles—red, yellow, green, and blue—on rough grey asphalt next to a large black car tire that begins to slowly roll forward.",
+          "From the left edge, a person wearing dark blue jeans and grey sneakers walks into the frame, their legs starting to block the view of the hand and the red bottle.",
+          "The person's body completely obstructs the camera view, filling the frame with dark denim fabric and the side of a grey sneaker, hiding the car tire and the bottles entirely from sight.",
+          "The person walks out of the frame to the right, their legs moving away to reveal the asphalt and the car tire which has moved forward over the line of containers.",
+          "The scene is fully visible again, showing the car tire resting on the flattened yellow, green, and blue bottles leaking colorful slime, while the red bottle near the edge remains unburst and upright."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00565_01236",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a sandy area featuring a bright pink cardboard castle with white brick outlines and an orange picket fence, a hand holds a glass jar of red and black beads, shaking it slightly before tilting to pour.",
+          "As the beads begin to fall, a person's leg clad in blue jeans and a white sneaker steps in from the left, partially obscuring the pink castle and the pouring action.",
+          "The leg moves fully across the foreground, completely blocking the view of the pink structure and the sand, leaving only the blue denim fabric and white shoe visible in the frame.",
+          "The leg in blue jeans shifts toward the right edge, gradually revealing the textured sandy ground and the base of the pink castle as the obstruction clears the central area.",
+          "Once the leg has exited, the camera shows the final result: red and black pellets scattered on the sand and collected inside the left archway of the pink cardboard house."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00581_00452",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blue-tinted, inclined conveyor belt continuously transports scattered clumps of brown earth and debris upwards towards a processing area near large white structures, with heavy dark machinery and ropes visible on the left.",
+          "A large, dark, rusted metal pipe swings into the frame from the left edge, partially obscuring the view of the moving conveyor belt and the brown earth clumps traveling upwards.",
+          "The massive dark metal structure completely fills the foreground, blocking the entire view of the conveyor belt and the processing machinery, leaving only the textured surface of the rusted metal visible.",
+          "The large dark metal pipe begins to swing back towards the left edge of the frame, revealing glimpses of the blue-tinted conveyor belt and the scattered debris moving upwards once again.",
+          "With the obstruction fully gone, the camera clearly shows clumps of fibrous material scattered on the inclined black conveyor belt moving upward toward the machinery, situated near the large white storage tanks."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00607_01039",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person in brown trousers stands behind a dark, rough tree stump where a vertical piece of light-colored split wood is being shaped, while a hatchet with a curved handle is embedded nearby and a tan dog watches from the right edge.",
+          "The tan dog suddenly moves closer from the right side, its furry snout and ear entering the frame to partially obscure the view of the vertical wood piece and the embedded hatchet handle as the person prepares to strike.",
+          "The dog's tan fur and flank completely fill the foreground, blocking the view of the stump and the wood-splitting action entirely as the animal passes directly in front of the static camera lens.",
+          "As the dog continues moving to the left, its tan fur and hind legs drift out of the frame, gradually revealing the dark stump surface and the wood pieces underneath through the widening gap.",
+          "With the dog fully gone, the scene reveals a cylindrical log lying horizontally on the tree stump next to the upright, pointed wood piece, while the axe remains embedded in the stump nearby."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00608_00021",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In an industrial kitchen featuring brown tiled flooring and a yellow plastic jerrycan in the background, a large stainless steel mixing bowl sits beneath a heavy yellow mixer arm as a thick stream of white liquid begins pouring into the vessel.",
+          "From the left edge, a worker wearing grey trousers and white sneakers steps into the immediate foreground, their body partially blocking the view of the stainless steel bowl and the pouring action taking place beneath the yellow machinery.",
+          "The worker's grey-clad legs and torso completely dominate the frame, fully obscuring the mixing bowl, the white liquid, and the yellow industrial mixer arm, leaving only the moving fabric of their clothing visible to the static camera.",
+          "As the worker continues walking toward the right, their grey trousers and white shoes slide out of view, gradually revealing the stainless steel bowl and the yellow mixer arm again as the obstruction clears the lens.",
+          "Once the worker has fully exited the frame, the camera clearly shows the large stainless steel mixing bowl containing a high volume of white milk, filling the vessel significantly beneath the stationary yellow mixer arm."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00629_00640",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "On the expansive white ice sheet marked with faint skate grooves, a hockey player in a black jersey bearing the number 6 skates aggressively toward the left, stick in hand, while opponents in white and red uniforms chase him from the right.",
+          "From the right edge, the lower body of a player in white pants with red stripes skates rapidly into the foreground, their black skates blurring slightly as they begin to block the view of the black-jerseyed player losing his footing.",
+          "The foreground player's white uniform completely fills the screen, with the red stripes on the socks and the hem of the jersey obscuring the entire background action, hiding the player in black as he crashes onto the ice surface.",
+          "As the player in the white uniform skates out toward the left edge, the view opens up to reveal the scratched white ice again, showing the player in black lying prone near the boards after his fall.",
+          "With the foreground player fully out of the frame, the camera clearly reveals the player in the black jersey lying on his back on the ice near the boards, his legs bent and his hockey stick held vertically in the air."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00637_00239",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A player in a black jersey with the number 7 sprints across the blue trampoline grid, illuminated by bright overhead lights, while vertical banners reading \"NZONE\" and a Pepsi logo are visible on the dark walls where a person in white stands.",
+          "A large red dodgeball enters rapidly from the right edge, growing larger as it flies toward the lens, partially blocking the view of the running player and the blue mats beneath.",
+          "The textured red surface of the dodgeball completely dominates the frame, acting as a solid barrier that entirely blocks the view of the trampoline court, the players, and the blue mats beneath.",
+          "The red ball shifts downward and to the left, gradually exposing the blue trampoline surfaces and the players as the obstruction moves away from the center of the lens, widening the view.",
+          "The red ball has fully exited the frame, clearly revealing a player in a white shirt lying prone on the mat, while two opponents in black shirts crouch and stand nearby with red dodgeballs resting on the blue and black surfaces."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00648_00373",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A beat-up white pickup truck on the left accelerates across the dirt track towards a damaged SUV, with a crowd of spectators watching from a grassy hill lined with red fencing under an overcast sky.",
+          "A spectator wearing a grey hoodie enters from the left edge of the frame, walking close to the static camera and beginning to block the view of the white truck near the red safety fencing.",
+          "The spectator in the grey hoodie continues walking across the immediate foreground, their torso completely filling the camera view and obscuring the dirt pit and the dusty action taking place just behind them.",
+          "The spectator moves toward the right side of the frame, gradually uncovering the scene as the dusty pit and the grassy hill with spectators become visible again through the widening gap.",
+          "Once the spectator has fully exited the frame, the camera reveals a damaged white truck and a car labeled 'Wilton' resting near the dirt embankment, while a red and white van in the foreground emits thick white smoke."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00651_00392",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Sunlight glints off the turbulent ocean surface as powerful waves crash forcefully over dark, jagged rocks, churning the deep blue water into thick, swirling white foam that surges continuously across the frame.",
+          "A large seagull with white and grey feathers suddenly swoops down from the top left corner, its blurred wings beginning to obscure the view of the churning white foam and dark rocks below.",
+          "The seagull's body and outstretched wings completely fill the frame, blocking the view of the ocean entirely as its textured white feathers and dark wingtips dominate the scene in sharp focus.",
+          "The large seagull flaps its wings vigorously and flies upward toward the top right, gradually revealing the turbulent seawater and dark rocks underneath as the gap in its movement widens.",
+          "With the bird now gone, the camera clearly shows the aftermath of the surge, where churning white foam and turbulent seawater wash over the dark, submerged rocks, creating a swirling mix of froth and dark water across the surface."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00651_01301",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Turbulent white foam churns and bubbles vigorously across the surface of dark green water, creating a splashing wake that continuously expands and mixes with the surrounding ripples under bright sunlight.",
+          "A large seagull swoops into the frame from the right side, its white wings spreading wide to partially block the view of the churning foam and dark green water beneath.",
+          "The seagull flies directly across the static lens, its detailed white and grey feathers filling the entire screen and completely obscuring the bubbling water action below.",
+          "The bird continues its trajectory to the left, gradually moving out of the shot and allowing the dark green water and churning foam to reappear through the widening gap.",
+          "With the bird fully gone, the clear view reveals the turbulent white foam spreading across the water's surface, creating a textured, frothy wake that contrasts with the smoother, dark green water nearby."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00669_00267",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black car tire rests on a brown wooden ramp labeled 'Super Crush' on a gray asphalt road, positioned near a green watermelon half and another showing red flesh, with scattered pulp on the ground.",
+          "A person's legs walk into the frame from the left, moving very close to the lens and beginning to block the view of the black tire and the wooden ramp with the yellow sticker.",
+          "The person's legs fully dominate the foreground, completely hiding the green watermelon rinds and the red pulp, leaving only the blurred texture of the sunlit asphalt and the edge of the ramp visible behind them.",
+          "The person continues walking to the right, their legs moving out of the frame to reveal the silver wheel rim and the tire rolling forward off the brown wooden ramp to crush the fruit.",
+          "With the obstruction gone, the camera clearly shows the tire having rolled completely over the fruit, leaving the red watermelon flesh and green rinds smashed flat against the gray asphalt surface."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00670_00049",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black bucket swing suspended by metal chains sways back and forth, casting a distinct, oscillating shadow on the bright green rubber playground surface below, which is scattered with small debris and dry leaves.",
+          "A child wearing a bright red jacket runs into the frame from the left edge, their moving body beginning to partially block the view of the swaying swing and the green ground.",
+          "The child runs directly across the immediate foreground close to the lens, completely obscuring the black bucket swing and the green surface, filling the entire frame with the motion blur of their red clothing.",
+          "The child moves rapidly towards the right edge and begins to leave the frame, widening the gap to reveal the textured green surface and the dark swing shadows underneath once more.",
+          "Once the child has fully exited, the camera clearly reveals two empty black bucket swings hanging above the green surface, with one blurring in the foreground and the other steady in the background, both casting sharp shadows."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00670_00871",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand grips a rough wooden staff on the left, swinging it towards a shiny metal helmet that sits on a yellow foam block atop a vertical wooden post in a green forest.",
+          "A large bird with dark wings enters from the right edge, flying close to the lens and starting to block the view of the swinging staff and the helmet target.",
+          "The bird's body and spread wings completely dominate the frame, hiding the wooden post and the metal helmet entirely as it passes directly in front of the static camera.",
+          "The bird moves towards the left edge, its tail feathers trailing behind, allowing the wooden post and the struck helmet to slowly become visible again through the widening gap.",
+          "The bird has exited the frame completely, revealing the yellow block wedged diagonally inside the metal helmet atop the wooden post, with a length of chainmail hanging down the side."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00673_00334",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A man wearing a grey t-shirt and camouflage cap aims a large silver handgun with a long barrel at two green watermelons resting on a white folding table in a grassy yard.",
+          "A large leafy branch from a nearby tree sways into the frame from the top right, partially blocking the view of the shooter's hands and the table setup.",
+          "The thick cluster of green leaves completely dominates the foreground, fully obscuring the man and the watermelons from view while the wind rustles the vegetation in front of the lens.",
+          "The swaying branch begins to move back toward the right edge of the frame, slowly revealing the white table and the shooter's position through the thinning gaps in the foliage.",
+          "Once the branch clears the view, the white table is shown covered in pink pulp and shattered green rind fragments where the watermelons used to be, with debris scattered on the grass."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00676_01135",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A brown-haired doll wearing a white shirt with blue stars sits on a blue rubber swing seat, suspended by rusty metal chains, gently oscillating back and forth over the black safety mat in a playground with grey gravel.",
+          "As the doll continues its rhythmic swinging motion, the legs of a person wearing blue jeans and white sneakers enter the frame from the left side, beginning to obscure the view of the rusty swing chains and the doll's left side.",
+          "The person's body completely fills the foreground, blocking the entire view of the swinging doll and the blue seat, with only the texture of the blue denim fabric and the movement of the walking legs visible against the blurred playground background.",
+          "The person in blue jeans continues walking toward the right edge of the frame, gradually revealing the blue swing seat and the doll's brown hair as the obstruction clears the center of the view, showing the grey gravel ground again.",
+          "The person has fully exited the frame to the right, leaving a clear view of the brown-haired doll sitting upright on the blue swing seat, suspended by metal chains and positioned slightly forward in its arc over the black ground mat."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00677_00528",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Under bright sunlight, a large green tank forces its way through a brick building, crushing wooden beams and scattering debris near a white box marked \"NEHI\".",
+          "A large sheet of corrugated metal siding, dislodged by the impact, swings violently into the foreground from the left, partially blocking the view of the tank's tracks.",
+          "The bent metal sheet dominates the entire frame, its grey and rusty surface completely hiding the tank and the collapsing structure behind it.",
+          "The metal debris begins to drop out of the bottom of the frame, widening the view to show the tank emerging through the swirling dust.",
+          "The obstruction is gone, revealing the green tank settled in the rubble, obscured by thick dust after crushing through the remaining brick wall and wooden beams."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00679_00874",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A red toy fire truck with white accents lies overturned in a sandy dirt ditch, tethered by thin ropes to a black off-road jeep and a blue police ATV parked on the ridge near large beige rocks.",
+          "As the thin ropes tighten to pull the vehicle, a large, realistic green leaf blows into the frame from the upper right, partially blocking the view of the blue police ATV and the sandy incline.",
+          "The large green leaf dominates the entire frame, completely obscuring the red truck and the towing operation, showing only the detailed surface of the foliage against the out-of-focus sandy background.",
+          "The large green leaf begins to drift away toward the left side, slowly uncovering the steep sandy wall of the ditch and revealing the red truck as it is pulled closer to an upright position.",
+          "Once the leaf has fully exited, the red fire truck is seen pulled upright, resting tilted backward against the sandy ditch wall, connected by a taut rope to the black jeep and blue ATV above."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00705_00059",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up view captures a black pan filled with yellow liquid eggs as popcorn kernels begin to fall onto the surface near a wooden spatula.",
+          "A person's arm wearing a dark grey sleeve enters from the left edge, partially obscuring the view of the falling popcorn and the yellow eggs.",
+          "The dark grey sleeve completely fills the frame, blocking the view of the pan, the falling popcorn, and the cooking eggs entirely as the arm moves across the foreground.",
+          "The dark grey sleeve begins to retreat towards the left edge, revealing the black pan and the mixture underneath as the gap widens.",
+          "With the arm fully gone, the camera clearly shows fluffy white popcorn pieces scattered throughout the yellow liquid eggs in the black pan, being stirred by the wooden spoon."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00743_01705",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a sunlit forest clearing, a player with long hair wearing a red patterned shirt and black cap throws a yellow disc, while a cameraman in blue shorts stands ready on a tripod.",
+          "A large leafy branch sways down heavily from the top right corner, partially blocking the view of the metal basket chains and the player in the red shirt who is mid-throw.",
+          "The dense cluster of green leaves and rough brown bark from the overhanging branch fully covers the frame, obscuring the thrower and the flying yellow disc completely from the camera's perspective.",
+          "The wind shifts and the large branch sways back upward and to the right, slowly revealing the grassy forest floor and the blue pole of the disc golf basket underneath the foliage.",
+          "As the branch clears the view, the yellow disc is seen hovering in mid-air near the top band and chains of the disc golf basket, set against the green forest."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00744_00415",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Two large, clear balloons filled with multicolored water beads rest on wet, gray concrete near the tread of a black car tire, glistening under natural light as the tire begins to roll forward.",
+          "Just as the tire makes contact, a person wearing dark pants and boots walks into the frame from the left, their legs partially obscuring the view of the balloons and the crushing action.",
+          "The person's lower body completely blocks the camera's view of the ground, filling the frame with dark fabric and wet boots, hiding the bursting balloons entirely from sight.",
+          "The person continues walking to the right, their legs sliding out of the frame to reveal the wet pavement again, offering a glimpse of the scattered debris left behind.",
+          "Once the person has fully exited the frame, the scene clearly shows the aftermath: a mess of scattered colorful water beads and shredded pieces of clear balloon rubber lying on the wet concrete near the tire track."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00763_00324",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Five green watermelons are lined up on a white plastic folding table outdoors, backed by stacked wooden railroad ties and dense green foliage, when the watermelon on the far right begins to bulge and crack under pressure.",
+          "A large, leafy branch sways into the frame from the upper right, driven by a sudden gust of wind, and begins to obscure the view of the two rightmost watermelons just as the explosion initiates.",
+          "The dense cluster of green leaves and thin twigs completely fills the foreground, effectively blocking the entire white table and the exploding watermelons from view, leaving only the swaying vegetation visible against the blurred forest background.",
+          "The heavy leafy branch sways back towards the right edge of the frame, gradually revealing the white folding table and the messy aftermath of the detonation as the foliage moves out of the line of sight.",
+          "With the branch fully gone, the static shot clearly reveals three intact watermelons on the left side of the table, while the two rightmost positions are covered in a violent spray of red pulp, seeds, and shattered green rind fragments."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00776_00048",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A doll with tan legs stands on a small pink trampoline with a white mesh center, repeatedly jumping up and down while pink and yellow hula hoops lie on the white marble surface in the background.",
+          "A human hand enters from the left side of the frame, partially obscuring the view of the doll's tan legs and the pink trampoline as it reaches toward the center of the play area.",
+          "The human hand completely covers the center of the frame, hiding the trampoline and the jumping doll entirely from view while the fingers and palm dominate the foreground against the white surface.",
+          "The human hand begins to retract towards the left edge, slowly revealing the white marble surface and the pink trampoline underneath as the fingers move away from the center of the shot.",
+          "The hand has fully exited the frame, revealing the small pink trampoline sitting empty on the white marble surface with the doll gone and the pink and yellow hula hoops remaining stationary in the distance."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00783_00136",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Two shirtless men stand on a high wooden platform constructed with light-colored lumber, and the man in green shorts begins to run forward to leap, while a tattered black and white flag flutters in the background.",
+          "A large, tattered black and white flag attached to the upper rigging suddenly swings into the foreground from the right side, beginning to obscure the view of the men on the wooden deck.",
+          "The massive, weathered black and white flag completely dominates the frame against the bright sky, fluttering wildly in the wind and entirely blocking the view of the wooden platform where the man was running.",
+          "The heavy, tattered flag begins to swing back toward the right, slowly revealing the reddish-brown painted wooden wall of the structure and the thick ropes hanging down as the scene becomes visible again.",
+          "The flag has fully cleared the frame to the right, revealing a smiling man with wet dark hair submerged up to his shoulders in the murky brown water near the edge of the wooden deck structure."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00785_00180",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static close-up captures the weathered grey top of an iron anvil with a square hole on the left and a decorative metal scroll attached to the side, as hammering begins on a hot rod.",
+          "A heavy, dark brown leather apron swings into the frame from the right edge, partially blocking the view of the anvil's flat top and the glowing workpiece as the smith moves closer.",
+          "The thick, textured leather of the apron completely fills the frame, entirely obscuring the anvil and the metalworking process as the smith stands directly in front of the lens.",
+          "The dark leather material begins to shift away to the right, slowly uncovering the metallic surface of the anvil and allowing the workshop lighting to illuminate the workspace again.",
+          "The apron has fully exited the frame, revealing the final result: a glowing orange metal rod resting on the anvil, flattened into a tapered, leaf-like shape surrounded by blue scale flakes."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00786_00064",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A player's hand in a black glove holds a cue stick aimed at the white cue ball on the vibrant blue felt, surrounded by black rails with white diamond markers and scattered colored balls.",
+          "A person wearing a dark grey shirt walks into the frame from the bottom, their torso rising to partially block the view of the player's arm and the cue ball.",
+          "The person in the dark grey shirt stands directly beneath the camera lens, their back completely obscuring the pool table and hiding the collision between the cue ball and the black eight-ball.",
+          "The person in the dark grey shirt moves away to the right side, slowly uncovering the blue felt and revealing the aftermath of the shot as the obstruction clears.",
+          "The black eight-ball is now pocketed in the top-left corner, the red ball rests near the right cushion, and the white cue ball sits near the bottom-left rail, while the other colored balls remain scattered on the blue felt."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00786_01466",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "From a static overhead perspective, a player in a light blue shirt extends a pool cue towards the white cue ball on the vibrant blue felt, aiming at the tightly racked triangle of multi-colored balls on the left.",
+          "A person wearing a black jacket walks into the frame from the bottom right edge, their body moving closer to the lens and beginning to block the view of the player's aiming arm.",
+          "The person in the black jacket dominates the entire frame, their dark fabric completely hiding the pool table, the player, and the balls, preventing any view of the break shot taking place.",
+          "The person in the black jacket moves out of the way to the left, revealing the blue felt surface where the balls have clearly been struck and are beginning to settle.",
+          "The camera now clearly shows the scattered colorful billiard balls lying across the blue pool table felt, with the white cue ball resting near the bottom center after the break shot."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00786_02269",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Under the bright arena spotlights, a bowler in a white and blue Weber Cup jersey releases a black ball that begins to roll rapidly down the polished wooden lane, with spectators visible in the dark blue background.",
+          "A fellow competitor wearing a bright yellow jersey enters the frame from the right edge, walking closely past the camera lens and beginning to obscure the view of the bowler's follow-through and the rolling ball.",
+          "The bright yellow fabric of the passing player's jersey completely fills the foreground, blocking the entire view of the lane and the bowling action as they walk directly in front of the static camera position.",
+          "The player in the yellow jersey continues walking toward the left edge of the frame, slowly revealing the lane again as the gap between their body and the frame edge widens to show the pins.",
+          "Once the passerby has fully exited the frame, the camera reveals the aftermath on the lane where most pins are scattered in the pit, leaving only a single white pin with red stripes standing upright on the far right."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00787_00007",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blue balloon drops onto the worn wooden floorboards, which are marked by patches of peeling white paint and illuminated by soft light reflecting off the left side, and it begins to bounce rhythmically.",
+          "From the right edge, the dark hem of a long coat and a pair of boots enter the scene, slowly creeping forward to partially obscure the bouncing blue balloon on the distressed surface.",
+          "The heavy fabric of the coat and the walker's legs completely fill the frame, effectively hiding the floor and the blue balloon from view as the dark shapes move directly across the foreground.",
+          "The dark coat and boots begin to slide towards the left edge, gradually revealing the pale, weathered wood underneath as the obstruction moves away and the floor becomes visible once more.",
+          "Once the walker has fully left the frame, the view clearly shows the blue balloon resting on the worn wooden floorboards, having finished bouncing and come to a complete stop near the peeling paint."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00787_00493",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "On a grey concrete patio bordered by a white brick wall and a dark wooden gate, a person in black trousers and white sneakers begins juggling a colorful patterned soccer ball, tapping it rhythmically with their feet.",
+          "Suddenly, a large leafy branch from the potted rosemary bush on the right enters the frame from the edge, blown by a strong gust of wind, and begins partially obscuring the view of the person's legs and the ball.",
+          "The dense green foliage of the swaying branch completely occupies the camera frame, blocking out the white brick wall and the person entirely, leaving only the texture of the rosemary needles visible against the blurred background.",
+          "As the gust of wind subsides, the large branch slowly retreats back towards the right edge of the frame, gradually revealing the grey concrete ground and the person's black trousers once more.",
+          "With the foliage fully returned to the black planter, the camera clearly shows the person balancing on their left leg with their right foot extended forward, while the patterned soccer ball hangs suspended in mid-air above the concrete."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00814_00048",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A thick, curved piece of light-colored lumber is being carefully guided into a vertical bandsaw blade, closely following a blue marker line as fine sawdust piles up on the black metal table.",
+          "A large, flat sheet of plywood carried by a worker enters from the left side of the frame, beginning to obscure the view of the bandsaw blade and the curved lumber.",
+          "The large sheet of plywood completely dominates the foreground, fully blocking the view of the active bandsaw, the curved beam being cut, and the accumulating sawdust on the table below.",
+          "The large sheet of plywood begins to slide out of the frame to the right, gradually revealing the black work surface and the bandsaw setup underneath once again.",
+          "With the obstruction gone, the camera reveals the final state where the curved wooden beam stands vertically against the blade, having been sliced along the blue guideline with a thin strip nearly separated amidst scattered sawdust."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00815_00446",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skateboarder in a white t-shirt grinds along a horizontal metal railing in an urban plaza, with a black SUV and a blue parking sign visible in the background under bright daylight.",
+          "A large white delivery van enters the frame from the left side, its side panel sliding across the foreground and beginning to block the view of the skater performing the trick.",
+          "The white delivery van completely fills the frame, fully obscuring the skater and the railing, leaving only the vehicle's white exterior and windows visible in the static shot.",
+          "The rear of the white delivery van moves toward the right edge, gradually revealing the concrete ground and the metal railing again as the vehicle exits the scene.",
+          "The view is clear again to show the skateboarder lying on the paved ground propping himself up with his hands, while his skateboard rests upside down with wheels facing up near the base of a tree."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00815_00919",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Under bright sunlight, a skateboarder with long hair in a grey shirt and jeans rides across the smooth concrete pavement toward a silver metal handrail situated near large blue double doors.",
+          "As the skateboarder crouches to jump onto the rail, a person wearing a dark jacket enters the frame from the right edge, walking leftward very close to the camera lens and beginning to obscure the view of the skater.",
+          "The person in the dark jacket continues walking across the foreground, completely filling the frame and blocking the view of the skateboarder, the metal rail, and the blue doors behind them, leaving only the passerby's clothing visible.",
+          "The person in the dark jacket moves toward the left edge of the frame, gradually revealing the concrete ground and the metal rail again as the gap widens, showing glimpses of the ground where the action occurred.",
+          "Once the passerby has fully exited the frame to the left, the camera reveals the skateboarder lying on his stomach on the concrete pavement, propping himself up with his hands, with his skateboard resting on its wheels nearby to his left."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00843_00187",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In the pitch-black night, a small dark cube sits on the reddish ground, suddenly erupting with a fountain of bright white sparks that shoot upward toward a glowing red flare while smoke begins to billow around the base.",
+          "A person wearing dark clothing walks into the frame from the right foreground, their silhouette beginning to obscure the lower portion of the sparking firework and the illuminated reddish ground as they pass close to the lens.",
+          "The person continues walking across the foreground, their body completely filling the frame and blocking the view of the firework, leaving only the faint ambient red glow visible behind them in the darkness.",
+          "As the person moves toward the left edge of the frame, their figure slides away to reveal the firework box again, which is still active with sparks trailing downward and smoke drifting in the night air.",
+          "The person has fully exited the frame to the left, revealing the small dark firework box standing upright on the reddish ground, now emitting a steady fountain of bright white sparks and grey smoke into the darkness."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00843_00455",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blue cylindrical firework rests on a carpet of dry brown leaves in the dark, vigorously shooting a fountain of bright white sparks and smoke straight up that casts a harsh glare on the surroundings.",
+          "A sudden gust of wind sweeps a dense cluster of dry leaves from the left edge, partially obscuring the view of the glowing firework and the scattered debris on the ground.",
+          "The swirling mass of brown leaves completely covers the camera view, blocking the sight of the blue canister and the sparks as the wind-driven foliage dominates the entire frame with textured organic shapes.",
+          "The thick cluster of leaves begins to drift away toward the right side, slowly opening up a gap that reveals the blue cylinder and the ongoing pyrotechnic display underneath.",
+          "The wind-blown leaves have fully cleared the view, showing the blue cylindrical canister remaining upright on the leaf-strewn ground while emitting a continuous vertical stream of bright golden sparks and grey smoke into the night."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00843_00563",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In the pitch-black night, a small rectangular firework box sits on the sandy dirt ground, suddenly igniting into a violent fountain of blinding white light and scattered orange sparks that illuminate the immediate area.",
+          "As the pyrotechnic display intensifies with shooting sparks, the dark silhouette of a person walking casually enters the frame from the left side, their body beginning to obscure the lower portion of the bright explosion.",
+          "The walking figure moves directly in front of the lens, their dark clothing and torso completely filling the view and hiding the erupting firework behind a solid wall of shadow, leaving only the edges of the scene visible.",
+          "The person continues their path toward the right edge of the frame, their silhouette sliding away to reveal the chaotic shower of sparks and thick smoke billowing from the ground once again.",
+          "With the obstruction fully gone, the camera captures the small rectangular object sitting on the dirt, continuously erupting in a bright, chaotic shower of orange sparks and thick smoke that scatter outward into the darkness."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00843_00857",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In the pitch-black night, a red pot-shaped firework on the ground erupts, violently shooting a chaotic stream of bright white and gold sparks upwards while billowing grey smoke and green flashes fill the air.",
+          "As the sparks fly, a dark silhouette of a person enters from the left edge, their torso and legs moving across the foreground to partially block the view of the glowing fountain.",
+          "The person's dark form completely covers the center of the frame, hiding the firework entirely, with only the bright edges of the sparks visible around their silhouette as they pass close to the lens.",
+          "The figure continues walking toward the right edge, slowly revealing the scene again as the gap widens to show the lingering grey smoke and the ground where the red pot and scattered orange objects sit.",
+          "Once the person has fully exited the frame, the view is clear again, showing the red pot-shaped firework sitting on the ground emitting sparks, with smoke rising and small orange items lying nearby on the dark surface."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00843_00945",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a dark outdoor setting with textured reddish-brown ground, a small box sits centrally, erupting with a brilliant vertical fountain of white sparks and smoke that brightly illuminates the immediate area against the night sky.",
+          "A dark silhouette of a person walks into the frame from the left side, their body moving close to the camera lens and beginning to obscure the lower portion of the sparkling firework display.",
+          "The person continues walking across the immediate foreground, their dark clothing and body completely filling the frame and blocking the view of the bright sparks and the firework box entirely from sight.",
+          "As the person moves toward the right edge of the frame, their figure shifts away, revealing the glowing light and the continuing stream of sparks from the firework box emerging from behind them.",
+          "With the person fully out of the frame, the camera clearly shows the small firework box on the reddish ground, still actively shooting a fountain of bright sparks and smoke into the night air."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00843_01092",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Bright white sparks continuously erupt and fountain outward from box-shaped fireworks placed on the dark pavement, creating a chaotic spray of light while thick grey smoke billows upwards into the black night air.",
+          "A person wearing dark clothing enters from the right edge of the frame, their silhouette moving slowly inward to partially obscure the bright, spraying sparks and the rising plume of smoke near the ground.",
+          "The person's back completely fills the center of the frame, blocking the view of the erupting fireworks entirely, leaving only the faint peripheral glow of sparks visible around the edges of their dark jacket.",
+          "The individual continues walking steadily toward the left side of the screen, gradually revealing the chaotic fountain of white sparks and the billowing smoke cloud that was previously hidden behind their body.",
+          "With the person now fully out of the frame to the left, the camera clearly shows two rectangular firework boxes sitting on the pavement, continuously erupting with bright white sparks and billowing grey smoke that fills the dark night air."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00872_01459",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Under bright outdoor sunlight, a tall gray concrete block stands vertically against a large plywood sheet, while high-velocity impacts suddenly strike its surface, causing violent shattering and launching dust.",
+          "A large, leafy tree branch sways into the frame from the left, its dark green foliage beginning to overlap and partially hide the shattering concrete block and the sunlit plywood background.",
+          "The dense cluster of leaves and branches completely covers the central view, obscuring the standing block and the explosion of debris, dominating the frame with organic textures and dappled shadows.",
+          "The heavy branch begins to sway out of the frame to the right, slowly opening a gap that reveals the settling dust and the damaged top of the concrete structure.",
+          "As the foliage clears the frame entirely, the final scene is revealed: the standing concrete block features a jagged, shattered top edge, surrounded by settling dust clouds and scattered concrete debris fragments across the table surface."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00903_00032",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A young man wearing a purple beanie and black sweatshirt rides a BMX bike with teal tires along an asphalt road, approaching a low metal rail situated near a red brick building and a green utility box.",
+          "A large white delivery truck enters the frame from the left, its massive side panel sliding across the foreground and beginning to block the view of the rider and the green utility box behind him.",
+          "The side of the white truck completely fills the camera view, blocking out the red brick building and the rider entirely, leaving only the flat, white surface of the vehicle visible in the frame.",
+          "The white truck continues moving to the right, slowly revealing the street scene and the grassy area again as the rear of the vehicle passes, exposing the sidewalk where the action took place.",
+          "Once the truck has fully exited the frame to the right, the rider is seen sitting on the concrete curb beside the road clutching his leg, while his light blue bicycle leans against the metal railing nearby."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00903_00080",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "The video opens on a static shot of a building exterior with grey horizontal siding and large windows framed in white. A person wearing a black shirt and white pants stands on a raised beige stone ledge, while a black tripod stands on the ground to the left.",
+          "A blurry figure enters from the bottom right corner, moving leftward extremely close to the lens. This person, whose dark hair and shoulder are visible, begins to obscure the view of the beige stone ledge and the rider standing near the window.",
+          "The passerby completely dominates the foreground, blocking the entire view of the building and the ledge with their out-of-focus back and dark clothing. The grey siding and the glass windows are no longer visible as the obstruction fills the frame.",
+          "The person continues their path to the left, slowly moving out of the frame and revealing the background again. As the dark obstruction clears, the beige stone ledge and the grey wall of the building come back into view.",
+          "With the obstruction gone, the camera clearly shows the pavement below the ledge where the action has concluded. A person lies on the concrete clutching their leg, while a bicycle lies on its side nearby, indicating a hard crash."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00909_00861",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A female pitcher in a white t-shirt and maroon pants throws a yellow softball, while a fielder in a black tracksuit begins diving across the reddish-brown dirt near the green fence padding.",
+          "A person in a grey jacket enters from the left foreground, walking close to the static camera and partially blocking the view of the fielder diving on the dirt near the chain-link fence.",
+          "The person in the grey jacket continues walking across the lens, completely obscuring the diving fielder and filling the frame with their fabric, temporarily hiding the chain-link fence and green wall padding behind the action.",
+          "The person in the grey jacket moves toward the right edge of the frame, gradually revealing the reddish-brown dirt infield and the green padded wall as the view of the play clears up through the widening gap.",
+          "The person in the grey jacket has fully exited the frame, clearly showing a young man in a red cap and black hoodie lying on his back on the dirt, laughing while clutching a baseball glove to his chest."
+        ]
+      }
+    }
+  },
+  {
+    "task_id": "a00923_00451",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blacksmith in a dirty quilted jacket and blue jeans stands at an anvil, using a white-gloved hand to hold tongs on a glowing red metal piece while a long metal bar presses against it to bend the arms.",
+          "A large, dark, soot-stained leather apron swings into the frame from the left edge, partially obscuring the blacksmith's blue jeans and the lower section of the anvil where the heated workpiece rests.",
+          "The dark, wrinkled texture of the heavy soot-stained leather apron completely dominates the foreground, entirely blocking the view of the glowing red metal, the silver tongs, and the blacksmith's manipulating hands.",
+          "The heavy dark apron begins to move away to the right side, slowly revealing the gray anvil surface and the blacksmith's legs as the workspace becomes visible through the widening gap.",
+          "With the obstruction fully gone, the camera clearly shows the red-hot metal piece now bent into a forked shape with two curved prongs extending outward, held securely by tongs over the anvil."
+        ]
+      }
+    }
+  }
+]
\ No newline at end of file
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+[
+  {
+    "task_id": "a00047_01422_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00047_01422.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Feet in yellow sneakers step forward through tall grass, pushing aside green blades and small plants, with jeans-covered legs moving rhythmically over uneven ground.",
+          "The camera cranes downward, following the yellow sneakers as they step through dense green grass, pressing down blades and scattering small wildflowers underfoot.",
+          "The camera continues its descent, now focused on a patch of dry soil and scattered stones where the grass thins, with no trace of the feet or jeans remaining in view.",
+          "The camera begins to crane upward, revealing a shadowed expanse of overgrown weeds and dappled sunlight filtering through distant tree branches above.",
+          "The camera rises further, repositioning to show the original scene: yellow sneakers stepping forward through tall grass, jeans swaying with each stride, the ground uneven beneath them."
+        ]
+      }
+    },
+    "original_task_id": "a00047_01422",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00043_01144_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00043_01144.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Hands hold a metal sieve over a mixing bowl and shake it, causing white flour to fall through the mesh in a fine, steady stream onto the mixture below.",
+          "The camera pans left, revealing the edge of the stainless steel mixing bowl and the hand holding the sieve as fine flour cascades through the mesh onto the pale beige batter below. The bright kitchen countertop reflects overhead lighting, emphasizing the contrast between the white flour and the textured mixture. A slight blur at the frame’s right edge hints at motion beyond the primary focus.",
+          "The camera continues panning left, shifting entirely away from the mixing bowl to show a clean stretch of white countertop with only faint traces of flour dust near the edge. The metallic sheen of the bowl is now out of sight, replaced by an unbroken expanse of surface under even lighting, suggesting a quiet pause in activity.",
+          "The camera pans right, moving across the smooth countertop toward the re-emerging corner of the mixing bowl. A sliver of the sieve’s handle comes into view, catching light as it hovers above the bowl. The background remains consistent with soft ambient illumination and no visible hands yet.",
+          "The camera completes its rightward pan, centering on the mixing bowl where the flour has fully settled over the batter, creating a soft mound. The sieve rests slightly tilted above, its mesh still holding residual powder. The scene is well-lit, with clear visibility of the ingredients and the hand poised for the next step."
+        ]
+      }
+    },
+    "original_task_id": "a00043_01144",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00045_00071_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00045_00071.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A camouflage tactical vest is being subjected to mechanical stress by two hydraulic cylinders that push and pull on its sides, causing it to twist and deform repeatedly.",
+          "The camera tracks left, revealing the metallic framework of the testing rig and the red hydraulic hoses snaking across the base, while the camouflage tactical vest remains centered under mechanical stress from the silver cylinders.",
+          "The camera continues tracking left, shifting focus to the blank white wall and a coiled black cable near the electrical outlet, with the entire test apparatus now out of frame and only the edge of the aluminum rail visible.",
+          "The camera tracks right, passing over the smooth surface of the gray workbench and catching a glimpse of the hydraulic cylinder's piston rod glinting under overhead fluorescent lighting.",
+          "The camera returns to its original position, re-centering the camouflaged tactical vest as it twists under force from both hydraulic arms, with the full testing setup clearly visible once more."
+        ]
+      }
+    },
+    "original_task_id": "a00045_00071",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00037_00237_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00037_00237.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Car tire rolls over plastic containers filled with colorful water beads, crushing them and scattering the beads across the asphalt surface.",
+          "The camera orbits clockwise around the car tire, gradually revealing the scattered rainbow-colored water beads spreading across the rough asphalt surface as the tire continues its forward motion over the crushed plastic containers.",
+          "The camera completes its clockwise orbit and moves further away, now capturing only the distant edge of the pavement and a patch of green grass beyond, with no trace of the tire or beads visible in the frame.",
+          "The camera begins to orbit counterclockwise, drawing closer to the scene while framing the textured asphalt and the lingering colorful beads that glisten under natural daylight.",
+          "The camera returns to its original position, re-establishing the full view of the car tire resting above the flattened plastic trays and the vibrant water beads spread across the ground."
+        ]
+      }
+    },
+    "original_task_id": "a00037_00237",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00047_02460_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00047_02460.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Feet in dark boots step forward on a leaf-strewn path, crunching dry leaves and grass underfoot, with sunlight filtering through, casting long shadows and illuminating dust particles in the air.",
+          "The camera tilts upward, following the silhouette of legs clad in light gray pants and dark boots as they step forward on a narrow path blanketed with dry, brittle leaves and patches of sunlit grass. Sunlight streams through the trees above, casting long shadows across the ground and illuminating swirling dust particles suspended in the air, creating a hazy golden glow around each footfall.",
+          "The camera continues its upward tilt, revealing only the dappled sunlight filtering through the treetops and the rustling canopy overhead, now completely detached from the ground-level action; the leaf-strewn path and boots are no longer visible, replaced by a serene expanse of green foliage and shimmering light.",
+          "The camera tilts downward, descending past the sun-dappled branches and into the dimming underbrush, where the edge of a shadowed trail emerges beneath scattered oak leaves and tufts of tall grass, still catching the low-angle warmth of the afternoon sun.",
+          "The camera completes its descent, recentering on the same leaf-littered path where the dark boots and light gray pants reappear mid-stride, stepping forward with purpose as sunlight glints off the edges of fallen leaves and dust dances in the air once more."
+        ]
+      }
+    },
+    "original_task_id": "a00047_02460",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00060_01459_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00060_01459.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black deodorant can is placed on a rotating metal shredder, causing it to spin and break apart as the blades crush it, with fragments scattering and smoke rising.",
+          "The camera pans right, revealing the red tarpaulin beside the shredder and the second black AXE deodorant can standing upright, while the shredded fragments of the first can continue to scatter across the rotating metal blades beneath a backdrop of dense green foliage.",
+          "The camera continues panning right, shifting focus entirely to the surrounding garden area where vibrant ivy climbs a weathered wooden fence, leaving the shredder and its contents completely out of frame, with only dappled sunlight filtering through overhead leaves.",
+          "The camera pans left, moving past the edge of the red tarp and the lush shrubs, gradually bringing back into view the blue and yellow hazard-striped shredder housing as it approaches the original vantage point.",
+          "The camera completes its leftward pan, re-centering on the shredder’s metal grating now littered with crushed remnants of the deodorant can, smoke still rising faintly, with the intact second can visible on the red tarp beside it under natural daylight."
+        ]
+      }
+    },
+    "original_task_id": "a00060_01459",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00086_00437_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00086_00437.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Salt and spices are being sprinkled onto a mound of yellowish food in a red bowl, creating a dynamic cascade of white and orange particles settling over the surface.",
+          "The camera pans left, revealing the edge of the red bowl and the textured surface of the yellowish food beneath a cascade of coarse salt and orange spice granules.",
+          "The camera continues panning left, now showing only the blurred rim of the bowl and a section of the wooden countertop, with no trace of the seasoned mound visible.",
+          "The camera pans right, gradually bringing back the corner of the red bowl and the speckled mixture of white salt and reddish-orange spices settling on the food’s surface.",
+          "The camera completes its rightward pan, re-centering on the fully covered mound of yellowish food in the red bowl, now blanketed in a thick layer of salt and spices, with fine particles still gently falling."
+        ]
+      }
+    },
+    "original_task_id": "a00086_00437",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00110_01560_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00110_01560.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Hands attach a metal rod to a spool of white string on a wooden base, then pull the string taut, causing the rod to spin rapidly around the spool.",
+          "The camera tracks left across the bright turquoise surface, following the taut white string as it extends from the spinning spool toward the edge of the frame, revealing more of the smooth wooden base and the metallic rod’s blur in motion.",
+          "The camera continues tracking left, now showing only the empty expanse of the turquoise background with faint traces of string tension lines, the wooden block and spool completely out of sight, leaving behind a clean, uncluttered space under even lighting.",
+          "The camera tracks right, gliding over the same vibrant blue surface, gradually bringing back into view the edge of the wooden base and the trailing end of the white string, hinting at the returning action zone.",
+          "The camera completes its rightward movement, re-centering on the wooden block with the white string spool still rotating rapidly, the metal rod spinning above it, and the original turquoise backdrop fully restored around the dynamic scene."
+        ]
+      }
+    },
+    "original_task_id": "a00110_01560",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00106_00006_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00106_00006.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A massive explosion erupts in an urban area, sending thick black and gray smoke billowing upward and outward. Debris flies through the air as the smoke rapidly expands, obscuring buildings and trees in the foreground.",
+          "The camera tilts upward, revealing the expanding plume of thick black smoke rising against the clear blue sky, with dust clouds swirling around damaged buildings and a partially collapsed structure in the foreground.",
+          "The camera continues tilting upward, now capturing only the upper edges of distant high-rises and the top of the smoke column, while the explosion site and surrounding trees are completely obscured from view.",
+          "The camera begins tilting downward, bringing into frame the tops of green trees and the dusty remnants of the blast zone, with smoke still drifting across the urban landscape below.",
+          "The camera completes its downward tilt, re-establishing the original viewpoint showing the massive smoke cloud dominating the cityscape, debris scattered across rooftops, and the damaged bridge in the foreground under bright daylight."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00006",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00107_01302_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00107_01302.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A spinning wooden blank is being shaped on a lathe, with a gouge removing material and producing fine yellow shavings that fly outward as the tool carves smooth curves into the wood.",
+          "The camera tracks right, following the swirling cascade of yellow wood shavings as they fly off the spinning blank, revealing the dark metal bed of the lathe now coated in fine sawdust and flecks of bright yellow resin.",
+          "The camera continues tracking right, moving past the lathe’s motor housing and into a shadowed corner of the workshop where only scattered wood dust on a concrete floor and a glimpse of a worn tool rack remain visible.",
+          "The camera tracks left, gliding over the edge of the workbench where accumulated shavings form a textured ridge, gradually bringing back the blurred outline of the rotating wooden blank and the gleaming gouge in motion.",
+          "The camera completes its leftward movement, re-centering on the spinning wooden blank with its smooth, curved contours now fully exposed, surrounded by flying shavings and the steady hum of the lathe's motor."
+        ]
+      }
+    },
+    "original_task_id": "a00107_01302",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00117_00065_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00117_00065.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Luggage moves along conveyor belt, with a patterned duffel bag and a wrapped suitcase rolling forward, their positions shifting as the belt transports them through the airport baggage claim area.",
+          "The camera orbits counterclockwise, gliding smoothly along the edge of the conveyor belt as it captures the patterned duffel bag and wrapped suitcase rolling forward under the cool, fluorescent lighting of the baggage claim area. The metallic railings on the left reflect faint glimmers of light, while the green-tinted glass panels on the right create a sleek, modern contrast to the moving luggage. The motion reveals more of the long, narrow conveyor path stretching into the distance, with the black rubber surface showing subtle grooves from continuous use.",
+          "The camera continues its counterclockwise orbit, now fully displaced from the original action zone, revealing a wide expanse of empty conveyor belt flanked by industrial bins and storage crates in the background. The once-visible luggage has vanished from frame, replaced by the dimly lit service corridor where maintenance equipment and trash receptacles line the walls. A faint hum echoes through the space, and the overhead lights cast sharp shadows across the polished floor, emphasizing the absence of travelers and movement.",
+          "The camera begins its clockwise orbit, sweeping back toward the baggage claim area with a steady, deliberate arc that reorients the viewer’s perspective. As it moves, the smooth gray surface of the conveyor belt reappears, now framed by the curved metal railing and the translucent wall paneling. The ambient lighting grows brighter, illuminating dust particles floating in the air and highlighting the texture of the rubberized belt. In the distance, the silhouettes of airport signage become visible, signaling the return to the main terminal flow.",
+          "The camera completes its clockwise orbit, settling into the original vantage point where the patterned duffel bag and wrapped suitcase are clearly visible again, continuing their journey along the conveyor belt. The soft glow of overhead lights reflects off the shiny surface of the luggage, and the rhythmic motion of the belt is uninterrupted. The surrounding environment—metal rails, green glass panels, and distant bins—realigns exactly as before, restoring full continuity to the scene."
+        ]
+      }
+    },
+    "original_task_id": "a00117_00065",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00127_00122_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00127_00122.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black and white tugboat moves steadily across the water, creating ripples and waves as it progresses. Its flags flutter in the wind, and industrial buildings with smokestacks form the backdrop.",
+          "The camera pans right, following the tugboat as it cuts through the dark blue water, its black hull and white superstructure gliding past industrial buildings with towering smokestacks emitting faint plumes of smoke. The German flag flutters atop the mast, catching the sunlight, while cranes and storage tanks line the riverbank under a clear sky.",
+          "The camera continues panning right, revealing a stretch of calm river bordered by green embankments and distant warehouses, with no trace of the tugboat or industrial complex visible—only a quiet dockside path and a lone red buoy bobbing in the foreground under soft afternoon light.",
+          "The camera pans left, sweeping across the tranquil waters toward the cityscape, where a cluster of modern office buildings meets the riverbank, their glass facades reflecting the golden hue of late-day sun; a small ferry approaches from the distance, cutting through gentle ripples.",
+          "The camera completes its pan left, re-centering on the original scene where the tugboat now appears slightly further downstream, its flags still waving, navigating steadily past the same industrial skyline with smoke rising from chimneys and cranes silhouetted against the pale blue sky."
+        ]
+      }
+    },
+    "original_task_id": "a00127_00122",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00121_00337_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00121_00337.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person in boots uses a pressure washer to spray water onto a muddy concrete surface, moving the wand back and forth to clean the area, causing mud and debris to splash and flow away.",
+          "The camera orbits counterclockwise, gradually revealing the wet concrete steps beside the muddy path as the pressure washer’s spray arcs across the ground, dispersing dark sludge and scattered brown leaves under a steady stream of water.",
+          "The camera continues its counterclockwise orbit, now capturing only the edge of the overgrown grassy area and a patch of rain-soaked soil, with the concrete steps and pressure washing activity entirely displaced from view.",
+          "The camera begins a clockwise orbit, slowly drawing back toward the scene, passing by a cluster of damp tree roots and a coiled black hose lying in the mud near the pavement’s edge.",
+          "The camera completes its clockwise orbit, re-centering on the muddy concrete surface where the pressure washer nozzle sprays water across the wet ground, sending ripples through puddles and rinsing away debris near the stone steps."
+        ]
+      }
+    },
+    "original_task_id": "a00121_00337",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00149_00700_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00149_00700.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "water pouring into clear plastic cup from green bottle, creating swirling motion and bubbles as liquid fills bottom of cup",
+          "The camera tilts upward, revealing the edge of a wooden desk and a white keyboard in the background as the green bottle begins to pour water into the clear plastic cup.",
+          "The camera continues its upward tilt, now focusing on the upper portion of the desk where a tangled cable and part of a black speaker are visible, with the original action area completely out of frame.",
+          "The camera tilts downward, bringing back the wooden surface and the clear plastic cup now partially filled with swirling water, capturing the motion of bubbles rising near the bottom.",
+          "The camera completes its downward tilt, re-establishing the full view of the desk scene including the yellow liquid in the beaker, the empty space beside it, and the green bottle still positioned to the right."
+        ]
+      }
+    },
+    "original_task_id": "a00149_00700",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00157_00451_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00157_00451.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Oil is poured into a hot wok, spreading across the surface in a thin stream, creating ripples and expanding outward as it coats the dark, seasoned metal.",
+          "The camera orbits counterclockwise around the wok, capturing the glistening oil as it spreads across the seasoned black surface, reflecting the dim kitchen light and revealing subtle textures in the metal’s patina.",
+          "The camera continues its counterclockwise orbit, now framing the stove’s grates and the blue flame beneath, with the wok fully退出 from view and only the metallic sheen of the burner visible under ambient lighting.",
+          "The camera begins a clockwise orbit, moving past the edge of the stovetop, where the dark cast iron handle of the wok briefly enters frame before gliding toward the surrounding countertop’s speckled granite surface.",
+          "The camera completes its clockwise return, repositioning directly above the wok as the oil settles into a smooth, reflective pool, mirroring the overhead light and the faint outline of the kitchen ceiling."
+        ]
+      }
+    },
+    "original_task_id": "a00157_00451",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00168_00409_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00168_00409.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand stirs a thick, frothy white liquid in a pot with a spoon, creating swirling motion and bubbles on the surface.",
+          "The camera pans left, revealing the edge of the stainless steel pot and the speckled granite countertop beneath it, where a hand holds a spoon stirring a thick, frothy white liquid that bubbles gently on the surface.",
+          "The camera continues panning left, now showing only the dark rim of the pot’s base and the surrounding kitchen environment, including a glimpse of a white appliance and a folded cloth in the background, with no trace of the stirring action visible.",
+          "The camera pans right, capturing the smooth motion across the countertop, passing over the pot's black exterior and reflecting light from the overhead kitchen fixture as it moves toward the original scene.",
+          "The camera completes its rightward pan, re-centering on the stainless steel pot where the hand resumes stirring the creamy, bubbly mixture, the spoon creating swirling patterns in the froth under consistent kitchen lighting."
+        ]
+      }
+    },
+    "original_task_id": "a00168_00409",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00165_00152_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00165_00152.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful balls roll down a wooden track with curved grooves, bouncing and shifting positions as they move forward, guided by the track's contours.",
+          "The camera arcs clockwise, following the vibrant motion of colorful balls as they roll through the wooden track’s curved grooves, their glossy surfaces reflecting soft overhead light.",
+          "The camera continues its clockwise arc, revealing a minimalist white tabletop and distant wooden furniture, with the track now fully displaced from view.",
+          "The camera arcs counterclockwise, sweeping past the edge of the white table and catching glimpses of warm-toned cabinetry in the background.",
+          "The camera completes its counterclockwise return, recentering on the wooden track where the colorful balls continue their rhythmic descent along the grooved path."
+        ]
+      }
+    },
+    "original_task_id": "a00165_00152",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00174_00077_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00174_00077.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand presses down on a transparent lid of a glass tank filled with water, causing ripples and splashes as the water moves upward and outward, while another hand holds a hose nearby.",
+          "The camera tracks left, following the hand pressing down on the transparent lid of the glass tank as water splashes upward and outward, revealing the textured surface of the black metal frame and the surrounding green grass.",
+          "The camera continues tracking left, moving past the edge of the tank and into a view dominated by tall grasses and a patch of sunlit earth, where only the curved white hose remains visible in the lower right corner, with no trace of the original action area.",
+          "The camera tracks right, gliding over the vibrant blue and pink plastic channels near the base of the setup, capturing the wet stone ground and blurred foliage as it reverses course toward the central scene.",
+          "The camera settles back into position, re-establishing the full view of the glass tank with its rippling water surface, the hand still pressing down on the lid, and the hose coiled beside it, all under natural daylight with the surrounding garden clearly visible."
+        ]
+      }
+    },
+    "original_task_id": "a00174_00077",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00172_00462_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00172_00462.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Bricklayer applies mortar to brick with trowel, positions brick on wall, and smooths excess mortar along joint using trowel's edge while aligning with string line.",
+          "The camera arcs counterclockwise, revealing the bricklayer’s hands as they apply mortar to a red brick with a trowel, while the string line guides alignment along the partially built wall.",
+          "The camera continues its counterclockwise arc, shifting focus to the muddy ground beside the drainage grate and exposing stacks of unused bricks in the background, leaving the original masonry work entirely out of frame.",
+          "The camera arcs clockwise, sweeping past the edge of the concrete foundation and briefly capturing the metal grate and scattered debris near the trench before returning toward the construction zone.",
+          "The camera completes its clockwise arc, re-centering on the bricklayer’s hands placing a mortared brick onto the wall, with the string line taut above and fresh mortar smoothing along the joint."
+        ]
+      }
+    },
+    "original_task_id": "a00172_00462",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00191_00002_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00191_00002.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Sliced pickled jalapeños and brine are poured from a can into a stainless steel bowl, creating splashes and bubbles as the contents cascade in.",
+          "The camera pans left, revealing the stainless steel countertop and the edge of a large mixing bowl as brine splashes into view, glistening under the bright kitchen lights.",
+          "The camera continues panning left, now showing only the blurred outline of a commercial refrigerator and a stack of yellow-labeled spice containers, with no trace of the jalapeños or bowl in frame.",
+          "The camera pans right, gliding past a chrome sink and a bottle of dish soap, capturing reflections on wet surfaces before nearing the prep area again.",
+          "The camera completes its rightward pan, re-centering on the stainless steel bowl piled high with sliced pickled jalapeños, their golden-green rings glistening with brine under overhead lighting."
+        ]
+      }
+    },
+    "original_task_id": "a00191_00002",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00188_00140_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00188_00140.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Person sliding down a blue water slide, feet first, with water splashing around as they descend rapidly toward the pool below.",
+          "The camera orbits counterclockwise, sweeping past the vibrant orange slide adjacent to the blue chute, capturing the glistening water cascading down its smooth surface under bright daylight.",
+          "The camera continues its counterclockwise orbit, now framing a dense cluster of tropical palm trees and distant poolside loungers, with the water slide completely out of sight and the sky filling the upper frame.",
+          "The camera begins a clockwise orbit, gliding over the lush greenery bordering the water park, revealing glimpses of the turquoise pool and yellow floatation devices below as it reverses direction.",
+          "The camera completes its clockwise arc, repositioning directly above the blue water slide’s entrance where the person’s feet are visible at the top, poised for descent, with the splash zone and surrounding pools clearly in view."
+        ]
+      }
+    },
+    "original_task_id": "a00188_00140",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00207_00948_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00207_00948.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Almond milk is poured from a carton into a blender jar containing solid ingredients, creating a stream of white liquid that mixes with the contents at the bottom.",
+          "The camera tracks right, following the stream of almond milk as it pours from the carton into the blender jar, capturing the white liquid cascading over solid ingredients like dates and nuts, with the carton’s green and red branding briefly visible against the dark countertop.",
+          "The camera continues tracking right, moving past the blender and revealing a blurred background of kitchen cabinetry and dim lighting, leaving the original action area entirely out of frame, now focusing on an empty stretch of black countertop near a purple box and a small container with a warning label.",
+          "The camera tracks left, gliding smoothly across the dark surface toward the center of the workspace, passing by the edge of the blender base and catching reflections of overhead light on the glossy countertop, with faint outlines of the carton’s corner reappearing in the periphery.",
+          "The camera completes its return track left, re-establishing the full view of the blender jar now filled with creamy white liquid resting atop the blended ingredients, the carton slightly tilted in hand, and the scene illuminated by soft ambient kitchen light."
+        ]
+      }
+    },
+    "original_task_id": "a00207_00948",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00195_00136_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00195_00136.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful balls roll down a wooden track, bouncing off each other as they descend, with some falling off the side while others continue along the groove.",
+          "The camera arcs counterclockwise, revealing the smooth wooden groove of the track as colorful balls tumble down, bouncing off one another with bright splashes of blue, purple, and green against the natural grain. The orange support block beneath the ramp stands out sharply under even lighting, while a silver toy truck rests motionless in the background, its reflective surface catching subtle glints.",
+          "The camera continues its counterclockwise arc, now sweeping past the original action area entirely, showing only a plain white tabletop and the edge of a blue plastic base from the structure. The wooden track and rolling balls are no longer visible; instead, the frame captures an empty corner where light reflects softly off a clean surface, emphasizing spatial emptiness after the dynamic motion.",
+          "The camera arcs clockwise, gradually bringing back the scene’s structural elements—first the edge of the blue base, then the orange support column reappearing into view. A faint shadow traces across the table, hinting at the overhead lighting, while the wooden texture of the track begins to re-enter the frame from the right side.",
+          "The camera completes its clockwise arc, re-centering on the wooden track where the final ball rolls toward the end groove, near the silver toy truck still parked beside it. The polished surface of the track gleams under consistent light, and the vibrant colors of the balls contrast vividly with the warm wood tones, restoring the full context of the playful mechanical setup."
+        ]
+      }
+    },
+    "original_task_id": "a00195_00136",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00208_02003_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00208_02003.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand lifts the yellow dump bed of a toy truck, tilting it upward to release soil into a dug-out hole below, with the truck positioned on a gray ramp in a dirt-filled outdoor setting.",
+          "The camera tracks right across the dirt patch, following the toy dump truck as it sits on the gray ramp with its yellow bed raised, spilling soil into the dug-out hole below, while tall grasses sway gently in the background under natural daylight.",
+          "The camera continues tracking right beyond the edge of the ramp, revealing only the bare earth and scattered green weeds, with the red flower now visible in the distance and no trace of the toy truck or ramp in frame.",
+          "The camera tracks left past the disturbed soil and grassy border, moving steadily toward the original action zone, capturing the texture of damp earth and a glimpse of the gray ramp’s edge reappearing in the lower corner.",
+          "The camera settles back to the initial position, framing the blue and yellow toy dump truck fully on the gray ramp, its bed tilted upward over the hole, soil still settling into the pit beneath, with sunlight casting soft shadows across the scene."
+        ]
+      }
+    },
+    "original_task_id": "a00208_02003",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00208_01445_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00208_01445.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A yellow toy dump truck tilts its bed upward, releasing a pile of brown sand onto the ground. The sand cascades out in a steady flow, creating a small mound as the truck's wheels remain stationary on the sandy surface.",
+          "The camera orbits counterclockwise around the yellow toy dump truck, capturing the cascading flow of brown sand as it spills from the tilted bed onto the textured sandy ground, with small green tufts of grass and a distant mound of dirt visible in the background.",
+          "The camera continues its counterclockwise orbit, moving beyond the original action area to reveal a rocky outcrop and a red construction crane in the midground, while the toy truck and sand pile are no longer in frame, replaced by a wide expanse of dry earth under diffused daylight.",
+          "The camera begins a clockwise orbit, sweeping past the edge of the sandpit where scattered pebbles and sparse vegetation line the perimeter, gradually bringing into view the blurred silhouette of the dump truck’s rear wheels and the remnants of the sand mound.",
+          "The camera completes its clockwise return, re-centering on the yellow toy dump truck now stationary with its bed lowered, the freshly deposited pile of brown sand spread across the foreground, and the original sandy terrain and green tufts clearly visible once more."
+        ]
+      }
+    },
+    "original_task_id": "a00208_01445",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00233_00922_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00233_00922.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Flour is being poured from a blue measuring cup into a metal sieve placed over a bowl, with fine particles falling through the mesh and accumulating below.",
+          "The camera orbits clockwise around the sifting setup, capturing the blue measuring cup tipping flour into the metal sieve as fine particles cascade through the mesh and collect in the bowl below, with a stainless steel countertop and scattered kitchen tools visible in the background.",
+          "The camera continues its clockwise orbit, moving beyond the original action area to reveal a clean section of the industrial kitchen counter, where a stack of wooden cutting boards and a yellow-labeled container rest under bright overhead lighting, with no trace of the flour or sieve in frame.",
+          "The camera begins a counterclockwise orbit, gliding past the edge of the stainless steel sink and briefly showing a bottle of olive oil and a cloth-draped utensil rack before gradually shifting back toward the central workspace.",
+          "The camera completes its counterclockwise return, repositioning to show the metal sieve now filled with sifted flour, the blue measuring cup resting nearby, and the same well-lit kitchen environment as the original scene, with the sifting action fully re-established in view."
+        ]
+      }
+    },
+    "original_task_id": "a00233_00922",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00257_00420_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00257_00420.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful marbles roll along a curved wooden track supported by blue blocks, navigating bends and passing through green ramps, with motion captured in continuous flow.",
+          "The camera arcs counterclockwise, revealing the curved wooden track supported by blue LEGO blocks and red soda cans in the background, as colorful marbles roll smoothly along the beige surface, passing through bright green ramps with momentum.",
+          "The camera continues its counterclockwise arc, now showing a distant view of the white floor and brown baseboard, where the track and marbles are entirely out of frame, leaving only the edge of a blue LEGO structure and ambient indoor lighting visible.",
+          "The camera begins a clockwise arc, gradually bringing into view the side of a red soda can and the lower portion of the blue support blocks, with soft shadows cast across the white tabletop beneath the structure.",
+          "The camera completes its clockwise arc, repositioning to clearly capture the full curved wooden track with marbles rolling past green ramps and blue LEGO supports, returning to the original scene composition with consistent lighting and spatial depth."
+        ]
+      }
+    },
+    "original_task_id": "a00257_00420",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00103_00190_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00103_00190.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person pours a bucket of granular material onto the grassy edge of a pond, causing the contents to spill out and flow into the water, creating ripples and disturbance on the surface.",
+          "The camera tracks right, following the motion of the white bucket as it tilts forward, spilling granular material onto the grassy pond edge; the beige particles cascade into the murky water, creating ripples that spread outward across the surface.",
+          "The camera continues tracking right, moving beyond the spill zone to reveal a patch of dense green vegetation along the bank, with no trace of the bucket or person in frame, only the disturbed water and overhanging branches visible.",
+          "The camera tracks left, gliding past the wet grass and muddy shoreline, passing through the area where the granules once piled up, now partially dissolved into the water’s edge, with faint bubbles still rising near the surface.",
+          "The camera returns to its original position, re-establishing the full view of the pond's edge where the scattered granules rest on the grass and in the shallow water, the disturbed surface gently rippling under natural daylight."
+        ]
+      }
+    },
+    "original_task_id": "a00103_00190",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00238_00697_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00238_00697.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful glass marbles roll down a red wooden ramp with raised blocks, bouncing off them and transitioning onto a wavy wooden track below, where they continue rolling through curved grooves.",
+          "The camera tracks right along the red wooden ramp, following the trajectory of the glass marbles as they bounce off the raised wooden blocks and transition onto the wavy track below, revealing the smooth grain of the light-colored wood and the reflective surfaces of the marbles under bright indoor lighting.",
+          "The camera continues tracking right, moving beyond the edge of the wooden structure so that only the white wall and a sliver of the support beam remain visible, with no trace of the marbles or track in frame, emphasizing the clean, minimalist background and the absence of mechanical motion.",
+          "The camera tracks left across the scene, gliding past the empty space where the marble track once dominated, capturing the texture of the wooden supports and the subtle shadows cast by the overhead light as it reapproaches the original setup.",
+          "The camera completes its leftward movement, repositioning to show the full view of the red ramp and wavy wooden track again, with the polished marbles rolling through the grooves and reflecting vibrant colors against the natural wood grain and neutral backdrop."
+        ]
+      }
+    },
+    "original_task_id": "a00238_00697",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00238_01058_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00238_01058.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful glass marbles roll rapidly down a wooden spiral track, spinning in concentric circles as they descend toward the center.",
+          "The camera tilts upward, revealing the top edge of the wooden spiral track and the colorful marbles tumbling along the outer curve, their glossy surfaces reflecting the bright overhead light as they navigate the first loop.",
+          "The camera continues its upward tilt, now focusing on the smooth white wall behind the structure, where only a sliver of the teal launcher block remains visible, while the entire spiral track and marbles have moved out of frame.",
+          "The camera tilts downward, gradually bringing into view the textured surface of the wooden table beneath the track, with scattered red and blue support pieces faintly visible in the periphery.",
+          "The camera completes its downward tilt, re-centering on the spiral track’s innermost coils where the final marbles converge toward the central hole, their vibrant colors contrasting against the natural wood grain under consistent studio lighting."
+        ]
+      }
+    },
+    "original_task_id": "a00238_01058",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00262_00548_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00262_00548.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Hands place colorful glass marbles one by one into the grooves of a curved wooden track, aligning them in a row along the ridged surface.",
+          "The camera orbits counterclockwise around the wooden track, revealing the smooth grain of the light-colored wood and the reflective surfaces of the colorful glass marbles aligned in the grooves. As it moves, the curvature of the track becomes more pronounced, emphasizing the precision of the ridged design and the way each marble rests snugly in its designated slot.",
+          "The camera continues its counterclockwise orbit, shifting focus away from the marbles and track to expose a plain white surface and the edge of a neutral-toned wall, where no part of the original action remains visible. The texture of the wood is now absent, replaced by clean geometric lines and soft ambient lighting that highlights the emptiness of the space.",
+          "The camera begins a clockwise orbit, gradually reintroducing the scene’s periphery as it sweeps past the white tabletop and the faint shadow cast by the wooden structure, bringing the edge of the curved track back into frame with subtle motion blur indicating re-entry.",
+          "The camera completes its clockwise return, settling on the full view of the wooden track with all five colorful marbles precisely aligned along the ridges, their glossy surfaces catching the light under consistent indoor illumination, restoring the original composition of the action scene."
+        ]
+      }
+    },
+    "original_task_id": "a00262_00548",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00257_00492_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00257_00492.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful balls roll down a multi-level wooden track, navigating curves, loops, and ramps, with some bouncing off barriers and others spinning through a rotating wheel mechanism.",
+          "The camera arcs counterclockwise, smoothly gliding away from the wooden track as it captures the vibrant green and blue supports beneath a bright outdoor sky, revealing more of the surrounding concrete patio and grassy edge.",
+          "The camera continues its counterclockwise arc, now fully displaced from the original scene, showing only the distant corner of a park bench and a patch of sunlight-dappled pavement with no trace of the ball track in view.",
+          "The camera begins its clockwise arc, sweeping back toward the play area, passing over the weathered wooden slats of the table and catching glimpses of the orange launch ramp’s curved edge as it reorients.",
+          "The camera completes its clockwise return, settling directly above the intricate wooden ball track where colorful balls roll through loops and spin past the yellow rotating wheel under natural daylight."
+        ]
+      }
+    },
+    "original_task_id": "a00257_00492",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00325_00018_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00325_00018.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Milk streaming into a cup of coffee, creating ripples and bubbles on the surface as it mixes with the dark liquid.",
+          "The camera pans left, revealing the smooth cascade of milk as it flows into the rich, amber coffee, creating delicate ripples and tiny bubbles on the surface.",
+          "The camera continues panning left, now capturing only the edge of the cup’s rim and a blurred streak of light reflecting off the ceramic surface, with no trace of the milk or coffee visible.",
+          "The camera pans right, gliding past the warm-toned wooden table and catching a soft shadow cast by the cup's handle before slowly re-entering the frame.",
+          "The camera completes its rightward pan, settling on the full view of the coffee cup where milk has fully blended into the dark liquid, forming a uniform golden swirl with gentle foam at the top."
+        ]
+      }
+    },
+    "original_task_id": "a00325_00018",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00327_00364_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00327_00364.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A rally car speeds across a dusty terrain, kicking up a massive cloud of brown dust as it navigates a sharp turn, its body tilting slightly with the motion.",
+          "The camera cranes upward, lifting steadily above the dusty terrain as the rally car’s red-and-blue livery flashes beneath a thick plume of brown dust, its rear tires kicking up debris across the dry, grassy expanse.",
+          "The camera continues its ascent, now soaring high above the landscape where only faint traces of tire tracks remain visible on the sun-baked earth, with distant orange markers and rolling hills filling the frame below.",
+          "The camera begins descending, gliding downward through the hazy air toward the rugged ground, capturing the shifting patterns of shadow and light across the uneven dirt track beneath.",
+          "The camera settles back into its original position, framing the rally car mid-turn as it powers through the dusty course, the vehicle’s sleek form slicing through the air with the same cloud of brown dust trailing behind."
+        ]
+      }
+    },
+    "original_task_id": "a00327_00364",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00284_00243_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00284_00243.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person uses a shovel to transfer soil from a red wheelbarrow into metal mesh planters, scooping and lifting the dirt repeatedly with controlled motion.",
+          "The camera arcs counterclockwise, gradually revealing the side of the red wheelbarrow and the edge of a weathered concrete floor, where a pink-labeled paint bucket rests near a metal-framed shelf. The shovel’s wooden handle glints in natural daylight as it lifts soil from the wheelbarrow, while the mesh planters begin to fill with dark earth. The motion sweeps past the person’s bare foot in a yellow flip-flop, emphasizing the manual effort involved.",
+          "The camera continues its counterclockwise arc, now fully displaced from the original scene, showing only the back wall of a gray storage unit and a partially visible corrugated metal door. The wheelbarrow, shovel, and planters are no longer in frame; instead, the focus shifts to scattered debris on the ground and a rusted hose coiled near a drainage grate under dim ambient light.",
+          "The camera arcs clockwise, sweeping across the wet concrete surface where faint water stains reflect overhead light, then passes by the corner of a white-painted wall and a stack of cardboard boxes. A glimpse of the pink paint bucket reappears in the periphery as the movement reverses course, hinting at the return toward the central activity zone.",
+          "The camera completes its clockwise arc, re-establishing the original action area with the red wheelbarrow centered in view, the shovel mid-scoop, and the metal mesh planters now nearly full of rich brown soil. The person’s feet in yellow flip-flops remain visible, grounding the scene in continuity, while sunlight highlights dust particles rising from the freshly moved earth."
+        ]
+      }
+    },
+    "original_task_id": "a00284_00243",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00328_01916_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00328_01916.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black and blue race car drifts sharply around a curve, tires screeching as thick white smoke billows from the rear, kicking up dust on the asphalt track.",
+          "The camera pans left, following the trail of white smoke as it drifts across the sunlit asphalt, capturing the blurred edge of the guardrail and a cluster of spectators in the background.",
+          "The camera continues panning left, now showing an open expanse of dry grassland beyond the track boundary, with distant hills under a hazy blue sky—no trace of the drifting car remains in frame.",
+          "The camera pans right, sweeping past a red-and-white traffic cone and a faded blue banner fluttering in the wind, revealing a section of empty tarmac near the curve’s exit.",
+          "The camera completes its pan right, recentering on the black and blue race car as it exits the turn, tires still spewing smoke, with the dusty track and crowd barrier now clearly visible again."
+        ]
+      }
+    },
+    "original_task_id": "a00328_01916",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00361_00060_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00361_00060.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person descends a powerful waterfall, arms outstretched, navigating through cascading water and mist, as the force of the falling water surrounds them.",
+          "The camera pans right, revealing the sheer rock face beside the cascading waterfall as mist clings to its surface and sunlight fractures through the spray, illuminating droplets suspended in midair.",
+          "The camera continues panning right, now showing only the turbulent river below where foam churns against dark stones, with no trace of the falling figure or waterfall’s edge remaining in frame.",
+          "The camera pans left, capturing the frothy water's edge where waves lap against moss-covered rocks beneath a dim sky, gradually reintroducing the base of the waterfall into view.",
+          "The camera completes its pan left, re-establishing the full cascade with the churning pool below and the silhouette of the person now submerged in the mist-laden plunge, water roaring around them."
+        ]
+      }
+    },
+    "original_task_id": "a00361_00060",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00327_00512_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00327_00512.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Car tire rolls over a row of colorful water-filled balloons, compressing and bursting them sequentially, releasing streams of colored water onto the concrete surface.",
+          "The camera tracks left, following the tire’s forward motion as it rolls over the red water balloon, compressing it and releasing a burst of crimson liquid onto the wet concrete. The silver rim glints under natural daylight, while droplets scatter across the textured pavement.",
+          "The camera continues tracking left, now showing only the damp ground where the balloons once lay, with streaks of orange and yellow residue fading into the grime. A puddle reflects the sky, and no part of the car or balloons remains in frame.",
+          "The camera tracks right, moving past the lingering traces of colored water on the concrete, capturing the edge of the tire’s shadow and the scattered remnants of green and purple balloon fragments. Sunlight hits the wet surface, creating shimmering reflections.",
+          "The camera tracks right to reframe the original scene, revealing the final state: the row of partially burst balloons lying flat, their colors smeared across the concrete, with the tire still resting above the last intact ones."
+        ]
+      }
+    },
+    "original_task_id": "a00327_00512",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00370_00918_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00370_00918.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A curler in a red and black uniform crouches low, pushing a curling stone forward with intense focus, while two teammates stand nearby holding brooms, ready to sweep the ice as the stone glides toward the target.",
+          "The camera arcs counterclockwise, gliding smoothly past the red and black curling stones resting near the hog line, capturing the polished ice surface reflecting overhead arena lights as it moves away from the delivery zone.",
+          "The camera continues its counterclockwise arc, now positioned beyond the side boards where the blue padded wall and sponsorship banners for \"Mercure Perth Masters\" dominate the frame, with no trace of the curler or stone visible in the shot.",
+          "The camera begins a clockwise arc, sweeping across the empty spectator seating area lined with dark blue fabric and metal railings, passing by a digital scoreboard showing \"DE CRUZ\" and \"MUIRHEAD\" before turning toward the rink.",
+          "The camera completes its clockwise arc, repositioning to face the center of the ice sheet where the curler in the red and black uniform is now crouched low, releasing the stone with intense focus, while teammates stand ready with brooms near the house."
+        ]
+      }
+    },
+    "original_task_id": "a00370_00918",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00442_01043_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00442_01043.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person releases a blue and white bowling ball down the lane, rolling toward the pins at the end. The ball moves smoothly across the polished surface, approaching the arranged pins.",
+          "The camera tracks right along the polished wooden lane, following the blue and white bowling ball as it rolls toward the pins, with the Brunswick branding visible on the pin deck above.",
+          "The camera continues tracking right past the final gutter, revealing the adjacent lane’s empty approach area and the dimly lit back wall where maintenance equipment is stored, leaving the original action entirely out of frame.",
+          "The camera tracks left across the shiny floor, passing the side rail and catching reflections of overhead lights on the glossy surface near the ball return mechanism.",
+          "The camera repositions to the original vantage point, centering the clean white lane with the full set of pins at the end, the Brunswick logo clearly visible above, and the blue and white ball now resting in the gutters after its roll."
+        ]
+      }
+    },
+    "original_task_id": "a00442_01043",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00424_00017_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00424_00017.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Marbles roll down a wooden track, colliding and cascading through curved channels, with colors shifting and merging as they move along the path.",
+          "The camera arcs counterclockwise, revealing the smooth wooden track's grain and the glossy marbles rolling through its curved channels, their vibrant colors—emerald green, deep blue, and fiery red—shifting as they collide and cascade along the path.",
+          "The camera continues its counterclockwise arc, now capturing only the white surface beneath the track and a sliver of the wooden support structure, with no marbles or track features visible in the frame.",
+          "The camera begins a clockwise arc, sweeping across the blank white background before gradually uncovering the edge of the wooden track and the faint shadow cast by its elevated supports.",
+          "The camera completes its clockwise arc, recentering on the full length of the wooden track where the remaining marbles—now including translucent yellow and orange ones—rest in the final curves, with the blue marble settled in the leftmost channel."
+        ]
+      }
+    },
+    "original_task_id": "a00424_00017",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00450_00266_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00450_00266.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A brush applies a clear, viscous liquid in smooth, overlapping strokes across a rectangular surface, spreading it evenly with slight pooling and glistening reflections.",
+          "The camera tilts down, revealing the glistening surface of the clear liquid spreading across the textured beige mat, where fine streaks reflect overhead light and the brush’s motion leaves faint trails of viscous residue.",
+          "The camera continues tilting downward, shifting focus to a plain wooden workbench edge beneath the mat, now showing only the grainy wood and scattered flour dust with no trace of the liquid application visible.",
+          "The camera tilts up, gradually bringing into view the corner of the translucent mat again, where residual sheen from the liquid catches the ambient light and hints at the earlier brushing action.",
+          "The camera completes its upward tilt, re-centering on the full rectangular mat now uniformly coated with the clear substance, its smooth, reflective surface showcasing even coverage and subtle pooling near the edges."
+        ]
+      }
+    },
+    "original_task_id": "a00450_00266",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00389_00171_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00389_00171.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand uses a putty knife to mix and scrape white plaster-like substance in a metal tray, moving the tool back and forth to evenly distribute the material.",
+          "The camera tracks right, following the hand as it lifts the putty knife from the metal tray filled with white plaster-like substance, revealing the textured surface of the workbench beneath and a faint dusting of dry material scattered across its edge.",
+          "The camera continues tracking right, moving beyond the workbench to expose a section of unfinished wall with visible seams and patches, while the metal tray and hand disappear entirely from view, leaving only the bare concrete floor and a distant corner of the room in frame.",
+          "The camera tracks left, gliding past the empty space where the tray once rested, now capturing the worn wooden edge of the bench and a glimpse of the red-handled tool lying still on the surface, with ambient light casting soft shadows across the debris-strewn area.",
+          "The camera completes its return track, re-centering on the metal tray held steady in hand, the putty knife resting atop the smooth, mixed plaster, with the workbench and background wall fully restored to their original framing."
+        ]
+      }
+    },
+    "original_task_id": "a00389_00171",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00452_00904_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00452_00904.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Dark liquid pours from a glass measuring cup into a tall glass filled with ice cubes, creating ripples and bubbles as it flows over the ice.",
+          "The camera pans right, revealing a blurred kitchen counter with a red potted plant and soft daylight filtering through a nearby window, while the glass measuring cup now rests on the edge of the counter, its contents nearly emptied.",
+          "The camera continues panning right, shifting focus to a stainless steel sink with water droplets glistening under overhead lighting, where the original glass and ice are no longer visible, replaced by the gleam of wet faucet handles and a dish towel hanging nearby.",
+          "The camera pans left, capturing the edge of a wooden countertop dusted with coffee grounds and a faint steam rising from a distant French press, gradually bringing back the dim outline of the tall glass near the frame’s edge.",
+          "The camera completes its leftward pan, re-centering on the tall glass now filled with dark liquid swirling over ice cubes, the Pyrex measuring cup resting beside it, illuminated by natural light from the window behind."
+        ]
+      }
+    },
+    "original_task_id": "a00452_00904",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00450_00932_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00450_00932.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Water flows from a copper pipe into a camera lens held beneath it, creating a stream that fills the lens barrel as the person adjusts its position slightly under the flow.",
+          "The camera cranes upward, revealing the sunlit wooden log structure and the copper pipe’s outlet as water streams down into the camera lens below, with dappled shadows dancing across the weathered wood and surrounding greenery.",
+          "The camera continues its upward crane, now capturing only the upper portion of the split log and a sliver of blue sky above, while the flowing water and lens disappear from view, leaving behind dry grasses and the faint outline of a garden hose in the background.",
+          "The camera begins to descend, gradually repositioning through the air above the rustic wooden setup, bringing into frame the top edge of the log and the rust-colored copper pipe, with sunlight glinting off the metal surface.",
+          "The camera completes its downward crane, settling back onto the original scene where the stream of water flows steadily from the copper pipe into the camera lens held beneath it, with the textured log, wet patches, and surrounding foliage clearly visible once more."
+        ]
+      }
+    },
+    "original_task_id": "a00450_00932",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00461_00698_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00461_00698.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A gloved hand guides a chisel against a rapidly spinning wooden blank, shaving off thin curls of wood as the lathe turns, with sawdust flying outward from the point of contact.",
+          "The camera cranes upward, revealing the top edge of the lathe's headstock and the wooden blank spinning with a blur of motion, as fine sawdust scatters across the metal bed beneath. The gloved hand grips the chisel firmly, guiding it along the tapering neck of the piece, while the greenish-yellow stain on the wood’s surface catches the dim workshop light. Behind, a dusty fan grille hums quietly in the background, partially obscured by drifting particles of shavings. The rapid rotation creates a smooth, rounded contour, and the tool’s sharp edge leaves behind delicate curls that spiral away from the contact point.",
+          "The camera continues its upward crane, now showing only the ceiling beams above the workbench, where dust motes float in shafts of natural light filtering through a high window. The lathe and the woodworking action are entirely out of frame, replaced by exposed wooden rafters and a hanging wire for an overhead lamp. Below, the faint outline of a workbench edge remains visible, but no tools or hands appear—only the lingering airborne particles hint at recent activity. The scene is quiet, still, and devoid of motion, emphasizing the contrast between the earlier intensity and this moment of spatial withdrawal.",
+          "The camera begins to crane downward, descending past the rough-hewn beam of the ceiling and re-entering the workshop space, where the lathe’s motor housing comes into view again. The metal casing of the machine is coated with a thin layer of dried resin and wood dust, and the sound of the spinning blank returns faintly. A glimpse of the black tool rest appears at the bottom of the frame, still scattered with curled shavings. As the camera lowers, the ambient lighting shifts slightly, casting deeper shadows across the worn concrete floor, signaling the return toward the original action zone.",
+          "The camera completes its descent, re-establishing the original viewpoint focused on the spinning wooden blank and the gloved hand guiding the chisel with precision. Sawdust flies outward in golden spirals as the tool shapes the tapered end, and the greenish stain on the wood glows under the overhead light. The lathe’s steady hum fills the air, and the metal tool rest supports the chisel firmly. The full context of the woodworking process is restored—the rotating form, the careful hand motion, and the accumulation of shavings on the workbench—all clearly visible once more."
+        ]
+      }
+    },
+    "original_task_id": "a00461_00698",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00519_00332_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00519_00332.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand operates an orange toy excavator, lifting its arm and bucket to scoop sand from the ground and transfer it into a yellow toy dump truck beside it.",
+          "The camera orbits clockwise around the toy construction site, capturing the orange excavator’s arm as it lifts sand and deposits it into the yellow dump truck labeled \"Double E Heavy Industry,\" with fine granules of sand scattering across the textured ground under bright daylight.",
+          "The camera continues its clockwise orbit, now showing a distant patch of bare earth and scattered pebbles where the toys once were, with no trace of the excavator or dump truck visible, only the uneven terrain and faint shadows from overhead lighting.",
+          "The camera begins to orbit counterclockwise, gradually revealing the edge of the sandy play area, where a blue toy wheel and part of a gray plastic track emerge into view, hinting at the return toward the original scene.",
+          "The camera completes its counterclockwise arc, recentering on the orange excavator mid-scoop and the yellow dump truck now partially filled with sand, both clearly visible against the sunlit, grainy surface of the sandbox."
+        ]
+      }
+    },
+    "original_task_id": "a00519_00332",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00464_01903_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00464_01903.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A dump truck tilts its bed upward, releasing a large load of dark soil and rocks onto the ground. The material slides out in a continuous flow as the truck's rear section elevates, creating a growing pile on the muddy construction site.",
+          "The camera cranes downward, revealing the red cab of the dump truck as its bed tilts upward, releasing a cascade of dark soil and rocks onto the muddy ground below, with tire tracks radiating across the uneven terrain.",
+          "The camera continues to crane down, shifting focus to a distant section of the site where a yellow excavator digs into a pile of earth near a waterlogged area, while a lone worker walks along a dusty path under bright midday sun.",
+          "The camera begins to crane upward, capturing the wide expanse of the construction zone with multiple dump trucks in motion and mounds of gravel stretching toward a line of low-rise buildings on the horizon.",
+          "The camera completes its ascent, re-establishing the original view of the red dump truck now stationary with its bed fully lowered, the remaining soil settled into a new pile beside it, and the surrounding churned earth clearly visible under clear skies."
+        ]
+      }
+    },
+    "original_task_id": "a00464_01903",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00528_01131_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00528_01131.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful balls roll down a spiral wooden track, bouncing off each curved level as they descend, creating a cascading motion from top to bottom.",
+          "The camera cranes downward, revealing the wooden base of the spiral track and the colorful balls accumulating on the light-colored platform as they complete their descent, with dappled sunlight filtering through nearby leaves onto the grassy ground.",
+          "The camera continues its downward crane, now showing only the patch of green grass and scattered dry leaves beneath the structure, with the concrete pillar partially visible in the background and no trace of the spiral track or balls remaining in frame.",
+          "The camera begins to crane upward, gradually capturing the lower edge of the wooden base and the vibrant green leaf-shaped tier of the spiral track, while shadows shift across the sunlit grass below.",
+          "The camera completes its upward crane, re-establishing the full view of the colorful spiral track with the balls resting at the bottom of the wooden platform, the concrete pillar standing behind it, and bright daylight illuminating the entire scene."
+        ]
+      }
+    },
+    "original_task_id": "a00528_01131",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00464_00063_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00464_00063.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A bulldozer's blade pushes sand and small rocks forward, creating a pile as it moves across the construction site, with visible tracks forming in the soil.",
+          "The camera tracks left across the construction site, revealing the bulldozer’s blade pushing sand and small rocks forward as it moves along the freshly graded terrain. The red frame of the machine dominates the foreground, while tire tracks crisscross the golden-brown soil. In the background, a yellow excavator rests near a modern building with large glass windows, and concrete curbs line the perimeter. A pile of gravel and scattered yellow safety markers are visible on the right, emphasizing ongoing grading work under overcast skies.",
+          "The camera continues tracking left, shifting focus entirely away from the bulldozer's action area to reveal a wide expanse of untouched earth and a distant treeline bordering the site. The red machinery frame remains in view, but the blade is no longer central. Instead, a long stretch of concrete drainage channel runs parallel to the edge, flanked by bare soil and sparse vegetation. A parked white truck appears in the far distance, and the sky remains gray and cloud-covered, indicating consistent weather conditions across the site.",
+          "The camera tracks right, gradually returning toward the center of the construction zone, bringing back into view the disturbed soil and the path of the bulldozer’s earlier movement. The black blade now reappears at the bottom of the frame, partially filled with compacted sand and small stones. To the left, the yellow excavator sits idle near the building’s entrance, and a section of white concrete curb curves into the scene. The ground shows fresh ruts and mounded dirt, evidence of recent grading activity.",
+          "The camera completes its return movement, re-establishing the original viewpoint directly facing the bulldozer’s blade as it pushes a growing mound of sand and rocks forward. The red frame and black blade dominate the foreground, with the soil forming distinct ridges behind the machine. The yellow excavator remains visible on the left, and the curved concrete curbs frame the edges of the site. A small pile of gravel and scattered debris lie ahead, while the overcast sky casts even lighting across the active construction area."
+        ]
+      }
+    },
+    "original_task_id": "a00464_00063",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00528_02524_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00528_02524.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A child kneels on the floor and interacts with a yellow spinning toy, pressing its red button to activate it. The toy spins rapidly, wobbling upright on the wooden surface as it rotates.",
+          "The camera pans right, revealing a wooden floor illuminated by soft indoor lighting as the yellow spinning toy wobbles upright near a child’s knees clad in dark purple pants. The red button on the toy's surface glows faintly, and translucent beads inside swirl with motion, while the child’s hand rests gently beside it.",
+          "The camera continues panning right, shifting focus to an empty stretch of polished hardwood flooring where only the edge of a dark curtain and a blurred orange-and-white striped object remain visible—no trace of the toy or child remains in frame.",
+          "The camera pans left, sweeping across the quiet room’s neutral-toned floor, catching the subtle reflection of overhead lights on the smooth surface, until the edge of a navy-blue sleeve reappears near the corner of the frame.",
+          "The camera completes its leftward pan, re-centering on the original scene where the yellow spinning toy now lies still on the wooden floor, its red button dimmed, beside the child’s kneeling form in dark clothing, hands resting calmly."
+        ]
+      }
+    },
+    "original_task_id": "a00528_02524",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00557_00097_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00557_00097.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A red circular saw blade rapidly spins and cuts through a light-colored wooden plank, generating fine sawdust as it moves downward in a controlled motion on a miter saw.",
+          "The camera arcs counterclockwise, revealing the yellow and gray DEWALT miter saw mounted on a concrete surface with scattered wood shavings around its base, as the red circular blade spins rapidly through a light-colored wooden plank under bright daylight.",
+          "The camera continues its counterclockwise arc, shifting focus to a patch of green grass beside a weathered wooden fence, where sunlight dapples through leaves and a distant black pickup truck rests in soft shadow, completely removing the saw and wood from view.",
+          "The camera begins a clockwise arc, sweeping past the edge of the miter saw’s metal base and catching glimpses of the operator’s blue jeans and white shirt sleeve as it moves toward the original action zone, with wood dust still clinging to the machine’s housing.",
+          "The camera completes its clockwise arc, recentering on the DEWALT miter saw as the red blade slows to a stop above the freshly cut triangular piece of pine, now resting on the saw’s yellow extension table under clear afternoon light."
+        ]
+      }
+    },
+    "original_task_id": "a00557_00097",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00562_00102_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00562_00102.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Raindrops fall into murky water, creating ripples and splashes that spread outward, with droplets bouncing and dispersing in the dimly lit scene.",
+          "The camera arcs counterclockwise, gliding smoothly over the murky surface as raindrops continue to strike the water, sending ripples through the dimly lit expanse; the yellowish hue of the stagnant pool reflects faint ambient light, while droplets scatter in slow motion, their splashes catching the subtle glow from above.",
+          "The camera continues its counterclockwise arc, now revealing a distant shoreline lined with moss-covered rocks and tangled roots beneath a canopy of dense foliage; the original rain-streaked water is no longer visible, replaced by the quiet stillness of the forest’s edge under a soft, diffused twilight.",
+          "The camera begins a clockwise arc, sweeping across the shadowed bank where damp earth meets overgrown reeds, the air thick with mist and the faint sound of distant rain; droplets cling to blades of grass, glistening under the low light as the lens moves steadily back toward the water's edge.",
+          "The camera completes its clockwise arc, returning to the original vantage point above the murky pond, where raindrops once again fall into the rippling surface, creating delicate crown-shaped splashes that shimmer in the dim, golden illumination of the scene."
+        ]
+      }
+    },
+    "original_task_id": "a00562_00102",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00533_00678_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00533_00678.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A spinning wooden blank rotates rapidly on a lathe while a chisel held by a gloved hand shapes its surface, shaving off thin curls of wood that fly outward.",
+          "The camera arcs clockwise, gradually shifting focus from the spinning wooden blank to the lathe’s metallic bed and the dust-covered floor beneath, where wood shavings accumulate in a scattered pattern near the base of the machine.",
+          "The camera continues its clockwise arc, now fully revealing the workshop wall with its faded paint and hanging tools, while the lathe and chisel are entirely out of frame, leaving only the edge of the workbench and a shadowed corner visible.",
+          "The camera begins to arc counterclockwise, moving back toward the central workspace, capturing the lathe’s warning label and the black handwheel as they re-enter the frame from the right side, with light reflecting off the polished metal surfaces.",
+          "The camera completes its counterclockwise arc, re-centering on the rapidly spinning wooden blank as it is shaped by the chisel held in the gloved hand, with fine wood curls flying outward and the lathe’s motor humming steadily in the background."
+        ]
+      }
+    },
+    "original_task_id": "a00533_00678",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00563_00159_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00563_00159.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Woman dips bubble wand into solution, lifts it, and pulls it forward, creating a large, iridescent bubble that stretches and floats away, reflecting rainbow colors as it drifts through the air.",
+          "The camera pans left, following the trajectory of the iridescent bubble as it drifts away from the woman, capturing the shimmering rainbow hues reflected on its surface against the backdrop of lush green foliage.",
+          "The camera continues panning left, now showing only the dense canopy of leaves and a distant fence line, with the bubble wand and container completely out of frame, emphasizing the serene park environment beyond the original action zone.",
+          "The camera pans right, gradually revealing the edge of the white folding table and the transparent container filled with blue soapy solution, repositioning the scene toward the central activity area.",
+          "The camera completes its rightward pan, re-establishing the full view of the woman in the striped dress standing beside the table, the bubble wand poised mid-air as she prepares for another large bubble formation."
+        ]
+      }
+    },
+    "original_task_id": "a00563_00159",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00563_00169_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00563_00169.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A player strikes the cue ball with a pool cue, causing it to collide with the racked balls, scattering them across the table in various directions.",
+          "The camera arcs clockwise, gradually revealing the blue carpeted floor surrounding the pool table as it moves away from the overhead view, shifting focus from the scattered colored balls to the edge of the green felt surface and the metallic corner pockets.",
+          "The camera continues its clockwise arc, now fully displaced beyond the original action area, showing only the empty blue floor and a portion of the adjacent wall, with no trace of the pool table or balls visible in the frame.",
+          "The camera begins an arc counterclockwise, sweeping back toward the playing area, bringing into view the dark wooden legs of the pool table and the edge of the green felt as it reorients toward the central game space.",
+          "The camera completes its counterclockwise arc, returning to the original overhead position, clearly capturing the final arrangement of the scattered billiard balls on the green felt surface, including the black eight ball near the bottom cushion and the cue ball resting near the top right corner pocket."
+        ]
+      }
+    },
+    "original_task_id": "a00563_00169",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00589_01392_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00589_01392.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Metal tongs lift a golden-brown breaded item from bubbling hot oil, causing splashes and steam, then submerge it back into the vigorously frying oil.",
+          "The camera cranes upward, revealing the stainless steel fryer's rim and the steam rising from the bubbling golden oil as the tongs lift a breaded item, its surface glistening with hot grease.",
+          "The camera continues to crane up, now showing only the upper edge of the deep fryer and the kitchen’s overhead ventilation system, with no trace of the frying food or oil visible in the frame.",
+          "The camera begins to crane downward, gradually bringing into view the metallic sheen of the fryer’s interior and the swirling motion of the hot oil as it bubbles vigorously around submerged items.",
+          "The camera completes its descent, re-establishing the full scene of the deep fryer with the tongs submerging the golden-brown breaded piece back into the sizzling oil, steam curling upward from the surface."
+        ]
+      }
+    },
+    "original_task_id": "a00589_01392",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00606_00626_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00606_00626.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A red polka-dotted ball rolls along a wooden track with curved grooves, transitions onto a smooth surface, and continues rolling toward a logo on a blue and white background.",
+          "The camera pans right, following the red polka-dotted ball as it rolls along the wooden track’s curved grooves, capturing the natural grain of the light oak surface and the dappled sunlight filtering through nearby foliage.",
+          "The camera continues panning right, now showing only the blue-and-white checkered border of the game board and the edge of the GOZER GAME logo, with the wooden track entirely out of frame and the ball no longer visible.",
+          "The camera pans left, revealing the smooth white surface where the ball has come to rest near the bold red and blue GOZER GAME emblem, illuminated by a bright overhead light reflecting off the glossy finish.",
+          "The camera completes its leftward pan, re-establishing the original view of the wooden track with the red polka-dotted ball stationary on the smooth surface beside the logo, framed by the green base and outdoor brick background."
+        ]
+      }
+    },
+    "original_task_id": "a00606_00626",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00595_00224_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00595_00224.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Person wearing gloves uses a hammer to tap a small object near a floor vent, adjusting its position while kneeling on a blue mat with tools nearby.",
+          "The camera arcs clockwise, shifting focus from the worker’s gloved hands tapping a small object near the floor vent to reveal more of the surrounding bathroom space, including the exposed plumbing and stained subfloor beneath the new laminate planks.",
+          "The camera continues its clockwise arc, now capturing only the upper portion of the wall and the baseboard, with the blue kneel pad and tools completely out of frame, leaving the original action area fully displaced.",
+          "The camera begins to arc counterclockwise, gradually revealing the edge of the blue mat and the corner of the triangular ruler as it moves back toward the center of the renovation site.",
+          "The camera completes its counterclockwise arc, re-establishing the original view of the worker’s hands using the hammer near the floor vent, with the wooden plank, measuring tape, and tool kit clearly visible in the frame."
+        ]
+      }
+    },
+    "original_task_id": "a00595_00224",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00606_01009_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00606_01009.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colored balls roll down wooden tracks, bouncing off obstacles and transitioning between elevated sections supported by Coca-Cola cans.",
+          "The camera orbits clockwise around the wooden track structure, revealing the red Coca-Cola cans supporting the elevated sections and the smooth grain of the light wood rails as a yellow ball rolls down the initial slope.",
+          "The camera continues its clockwise orbit, moving beyond the original setup to capture the textured white wall and the shadowed edge of the table, with no trace of the ball tracks or soda cans visible in the frame.",
+          "The camera begins its counterclockwise orbit, sweeping past the corner of the tabletop where the red border of the track is briefly glimpsed before shifting focus toward the base of the wooden ramp resting on a can.",
+          "The camera completes its counterclockwise arc, repositioning directly above the central junction of the wooden rails, clearly showing the blue and red balls navigating the curved path supported by the Coca-Cola cans."
+        ]
+      }
+    },
+    "original_task_id": "a00606_01009",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00606_00994_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00606_00994.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand removes a wooden block, releasing colorful balls that roll out and scatter across the surface, while blue and black balls continue moving along a curved track.",
+          "The camera tilts down, revealing the smooth wooden track with its undulating grooves and the glossy black and blue balls rolling along the curved path, while scattered colorful spheres—green, gold, and pink—bounce across the white surface in disarray.",
+          "The camera continues tilting downward, now capturing only the edge of the white table and a glimpse of the wooden block’s corner, with no trace of the ball track or colorful spheres visible, leaving the frame dominated by empty space and soft shadows.",
+          "The camera tilts up, gradually bringing into view the top surface of the wooden structure and the faint outline of the groove's curve, as light reflects off the polished wood and the scattered remnants of motion remain just out of focus.",
+          "The camera completes its upward tilt, re-establishing the full scene with the wooden track clearly visible, the black and blue balls still in motion along the wavy channel, and the colorful spheres dispersed across the bright white surface beneath even lighting."
+        ]
+      }
+    },
+    "original_task_id": "a00606_00994",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00620_00582_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00620_00582.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand swings an axe downward, striking a piece of wood placed on a log, causing splinters to fly as the blade splits the wood with force.",
+          "The camera tracks right, following the motion of the axe as it arcs downward, capturing the sharp edge slicing through the wood grain and sending splinters flying into the sunlit air above the weathered log surface.",
+          "The camera continues tracking right, now revealing a patch of dry grass and distant shrubs beyond the original chopping area, with only the faint shadow of the log visible at the far left edge of the frame.",
+          "The camera tracks left, gliding past the charred bark of a nearby stump and catching the dappled sunlight filtering through overhead leaves, gradually reorienting toward the central clearing.",
+          "The camera settles back to the original position, framing the split wood resting on the log, the axe held mid-swing in the hand, and the surrounding field bathed in bright daylight under a clear blue sky."
+        ]
+      }
+    },
+    "original_task_id": "a00620_00582",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00607_02300_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00607_02300.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "An axe repeatedly strikes a log, splitting off thin wooden shavings with each forceful downward motion, creating a growing pile of splinters on the bark surface.",
+          "The camera tilts upward, revealing the forest canopy above as dappled sunlight filters through the dense tree cover, casting shifting patterns on the mossy ground where scattered logs lie in disarray.",
+          "The camera continues its upward tilt, now focusing entirely on the treetops and the overcast sky, with no trace of the log or axe visible, only the rustling leaves and distant bird calls hinting at the woodland setting below.",
+          "The camera tilts downward, gradually bringing into view the damp earth littered with pine needles and bark fragments, while the edge of a dark rubber boot reappears near the base of a felled trunk.",
+          "The camera completes its descent, settling back onto the original scene where the axe rests atop the freshly split log, wood shavings piled neatly beside it, and the rhythmic motion of chopping resumes under the soft natural light."
+        ]
+      }
+    },
+    "original_task_id": "a00607_02300",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00626_00327_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00626_00327.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skateboarder rides down a street, loses balance, and falls backward onto the pavement, arms flailing, as the board slides away.",
+          "The camera arcs clockwise, following the skateboarder’s descent as he loses balance and tumbles backward onto the sun-baked asphalt, his arms flailing mid-air while the green-decked board slides away from his grip toward the curb.",
+          "The camera continues its clockwise arc, now capturing a wide stretch of empty street lined with dry palm fronds and a weathered chain-link fence, where the fallen skater and board are no longer in frame, replaced by the shadowed edge of a concrete sidewalk and a distant parked van under bright daylight.",
+          "The camera arcs counterclockwise, sweeping past a rusted metal gate and a faded “No Parking” sign on a cracked sidewalk, gradually bringing back into view the dusty road surface and scattered debris near the curb.",
+          "The camera completes its counterclockwise arc, re-centering on the asphalt where the skateboarder lies motionless, limbs splayed, and the green board rests nearby, framed by the same red-curbed sidewalk and sunlit palm trees as before."
+        ]
+      }
+    },
+    "original_task_id": "a00626_00327",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00610_01067_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00610_01067.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A red toy excavator digs sand with its black bucket, moving it over a silver pipe partially buried in the sand. The arm extends and retracts repeatedly, scooping and depositing sand around the pipe.",
+          "The camera cranes downward, following the red excavator’s arm as it scoops sand near the silver pipe embedded in the granular terrain. The black bucket lifts and deposits material with precise motion, revealing ripples in the beige sand around the metallic conduit. The toy machine’s tracks leave faint impressions, and a hand steadies the cab from above, guiding its operation. Sunlight casts sharp shadows, emphasizing the texture of the sand and the glossy finish of the excavator’s body.",
+          "The camera continues craning down, shifting focus away from the excavation site to reveal a broader expanse of undisturbed sand stretching toward a distant edge of the play area. The red excavator and silver pipe are no longer visible, replaced by smooth, wind-swept dunes and scattered pebbles under consistent daylight. A faint line of footprints marks the boundary of prior activity, but the scene now emphasizes emptiness and stillness beyond the original action zone.",
+          "The camera begins craning upward, slowly ascending from the sandy surface to capture a wider view of the surrounding environment. As it rises, the horizon becomes more defined, showing a pale sky above the textured landscape. The edges of the sandbox emerge into frame, framed by soft light reflecting off the fine grains of sand. No machinery is yet visible, but the movement suggests a return toward the initial focal point.",
+          "The camera completes its upward crane, re-establishing the original action area where the red toy excavator rests beside the partially buried silver pipe. The black bucket hovers mid-air after a scoop, sand cascading from its lip onto the mound nearby. The hand remains on the cab, guiding control, while sunlight highlights the contrast between the bright red body and the golden sand. The scene returns fully to the excavation task, capturing both the machine and its immediate surroundings in clear detail."
+        ]
+      }
+    },
+    "original_task_id": "a00610_01067",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00642_00587_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00642_00587.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful marbles roll down a wooden spiral track, bouncing between steps and moving smoothly along the curved path.",
+          "The camera arcs counterclockwise, smoothly sweeping past the wooden spiral track’s polished grain and rounded steps, capturing the vibrant marbles as they tumble down the curved path with a gentle bounce between each level.",
+          "The camera continues its counterclockwise arc, moving beyond the track’s structure into an empty expanse of white wall and floor, where only the soft shadow of the wooden frame remains visible in the corner of the frame.",
+          "The camera begins a clockwise arc, gliding back through the minimalist space, revealing the edge of the wooden support beam and the faint reflection of light on the smooth surface beneath the track.",
+          "The camera completes its clockwise return, recentering on the full spiral track as colorful marbles roll downward once more, their motion framed by the natural wood texture and clean white background."
+        ]
+      }
+    },
+    "original_task_id": "a00642_00587",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00626_00478_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00626_00478.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Person uses hammer to tap metal pry bar into floor gap, pushing it deeper while holding bar steady with gloved hand, near wall base and exposed subfloor.",
+          "The camera tracks right along the edge of the dark wood flooring, revealing more of the worn blue wall and peeling baseboard as it moves, with the metal pry bar and yellow-headed hammer now positioned near the corner where the subfloor is exposed.",
+          "The camera continues tracking right past the original work area, showing only the bare concrete floor and a section of the deteriorated wall base, leaving the hammer, pry bar, and flooring gap entirely out of frame.",
+          "The camera tracks left across the textured gray flooring, passing over the edge of the cut-out panel and approaching the wall’s base, where patches of old adhesive and discoloration are visible on the subfloor.",
+          "The camera settles back into the initial position, framing the metal pry bar embedded in the floor gap, the gloved hand gripping it firmly, and the yellow-headed hammer resting nearby, with the full action scene clearly re-established."
+        ]
+      }
+    },
+    "original_task_id": "a00626_00478",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00642_00854_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00642_00854.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful balls roll down a wooden ramp, bouncing and tumbling across multiple levels, creating a cascading motion as they descend from top to bottom.",
+          "The camera tracks right along the wooden ramp’s length, following the cascading motion of colorful balls as they tumble down each tier, their glossy surfaces reflecting the bright overhead lighting.",
+          "The camera continues tracking right past the final level of the ramp, now capturing only the red plastic supports and the white wall behind, with no trace of the rolling balls or wooden structure visible.",
+          "The camera tracks left across the smooth white floor, passing the edge of the red frame and revealing a glimpse of the adjacent empty space beside the play structure.",
+          "The camera tracks left until it re-frames the full wooden ramp, where the last few balls are still rolling down the lower tiers, bouncing off the polished wood under consistent indoor lighting."
+        ]
+      }
+    },
+    "original_task_id": "a00642_00854",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00642_01299_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00642_01299.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful translucent balls roll down parallel wooden tracks, bouncing and shifting positions as they move toward curved exits at the end of the ramp.",
+          "The camera orbits clockwise around the wooden track, revealing the smooth grain of the light pine planks and the vibrant reflections on the translucent red and yellow balls as they roll down the parallel grooves.",
+          "The camera continues its clockwise orbit, now capturing only the curved exit ramp and the white wall behind it, with the colorful balls no longer in frame and the original action area fully displaced from view.",
+          "The camera begins a counterclockwise orbit, gliding past the edge of the wooden structure where faint shadows fall across the polished surface, gradually bringing the curved track back into alignment.",
+          "The camera completes its counterclockwise return, re-establishing the full view of the parallel wooden tracks with the green and orange balls rolling toward the exit, their glossy surfaces catching the soft overhead light."
+        ]
+      }
+    },
+    "original_task_id": "a00642_01299",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00642_01963_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00642_01963.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful balls are released one by one into a wooden track, rolling down parallel grooves at varying speeds, creating a cascading motion as they travel toward the bottom.",
+          "The camera tracks left along the wooden track, following the red ball as it rolls down the top groove, its polished surface catching the bright overhead light, while the parallel grooves reveal the smooth grain of the light-colored wood and the dark-stained supports at the edges.",
+          "The camera continues tracking left past the end of the structure, now showing only a plain white wall and the edge of a blue tape mark on the floor, with no trace of the balls or track visible, leaving the scene empty and minimalistic under even lighting.",
+          "The camera tracks right across the blank wall, gradually revealing the corner of the wooden frame and the faint shadow cast by the structure, hinting at the return toward the original setup with consistent ambient illumination.",
+          "The camera completes its rightward movement, repositioning to capture the full wooden track again, where the colorful balls—red, yellow, and blue—are now settled in their final positions within the grooves, the natural wood texture and metallic screw fittings clearly visible under steady lighting."
+        ]
+      }
+    },
+    "original_task_id": "a00642_01963",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00669_00292_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00669_00292.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Car tire rolls forward, crushing colorful gel beads in paper cups, causing them to burst and scatter across the asphalt surface.",
+          "The camera tilts downward, following the tire’s descent as it crushes the first paper cup filled with bright green gel beads, scattering them across the rough asphalt speckled with tiny stones.",
+          "The camera continues its downward tilt, now focusing on the wet, multicolored residue of burst beads spreading across the pavement, with the crushed cups and tire completely out of frame, leaving only a trail of vibrant liquid droplets glistening under daylight.",
+          "The camera begins to tilt upward, revealing the edge of the car tire rolling away from the scene, while the scattered gel beads shimmer in the sunlight against the gray asphalt.",
+          "The camera completes its upward tilt, re-centering on the original action area where the flattened paper cups lie amidst a rainbow splash of gel beads, the tire now paused just beyond the remnants of the colorful mess."
+        ]
+      }
+    },
+    "original_task_id": "a00669_00292",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00670_01404_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00670_01404.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Man swings sword at purple foam figure, striking it forcefully, causing limbs to detach and fly outward as he follows through with motion.",
+          "The camera cranes down, revealing the grassy field beneath the man’s feet as he swings the sword toward the purple foam figure, its limbs beginning to detach with each impact.",
+          "The camera continues craning down, now focusing on the dappled sunlight filtering through the trees and illuminating patches of wildflowers in the foreground, while the man and foam figure are no longer visible.",
+          "The camera cranes up, ascending past the dense green canopy of the forest, capturing the shifting light patterns on the treetops above the clearing.",
+          "The camera completes its upward crane and returns to a level vantage point, showing the man standing over the dismembered purple foam figure, sword in hand, with scattered limbs lying across the sunlit grass."
+        ]
+      }
+    },
+    "original_task_id": "a00670_01404",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00655_00572_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00655_00572.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A large mechanical structure descends vertically into a desert landscape, its base making contact with the ground and kicking up dust as it stabilizes, revealing intricate metallic components and a suspended figure.",
+          "The camera pans left, revealing the rusted metallic lattice of the descending structure as it casts long shadows across the sun-baked desert floor, its intricate framework glinting under the harsh golden light.",
+          "The camera continues panning left, now showing only the endless dunes and scattered shrubs under a hazy sky, with no trace of the mechanical apparatus or the dusty impact zone visible in the frame.",
+          "The camera pans right, sweeping over the arid terrain dotted with dark patches of dry vegetation, gradually bringing back into view the towering base of the mechanical structure anchored in the sand.",
+          "The camera completes its rightward pan, recentering on the stabilized mechanical tower with its suspended figure swaying gently, the dust settling around its base beneath the relentless desert sun."
+        ]
+      }
+    },
+    "original_task_id": "a00655_00572",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00671_00789_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00671_00789.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Gloved hands press and squeeze crumbly brown mixture in a glass bowl, breaking it apart and lifting portions to reveal its texture, with small particles scattering slightly on the blue surface.",
+          "The camera pans left, revealing the edge of the glass bowl and the blue surface beneath as gloved hands continue to press and break apart the crumbly brown mixture, with fine particles scattering slightly toward the frame’s left side.",
+          "The camera continues panning left, shifting focus entirely away from the bowl to show only the textured blue work surface, where a few stray crumbs remain near the edge of the frame, now isolated from any hands or mixing action.",
+          "The camera pans right, gradually bringing back the corner of the glass bowl into view while capturing the faint outline of the crumbly mixture and the lingering dust on the blue surface as it moves toward re-centering.",
+          "The camera completes its pan right, re-establishing the full view of the glass bowl filled with the crumbly brown mixture, now slightly disturbed, with gloved hands poised above it, ready to resume manipulation."
+        ]
+      }
+    },
+    "original_task_id": "a00671_00789",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00685_00148_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00685_00148.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand pours a cloudy liquid from one glass jar into another, while a red sponge is held above the jar with tongs. The liquid flows steadily into the second jar.",
+          "The camera tilts down, revealing the countertop beneath the glass jar as the cloudy liquid flows steadily into the second container, with the red sponge still suspended above the first jar by tongs and a lemon partially visible in the foreground.",
+          "The camera continues its downward tilt, now focusing on the wooden surface and the base of the jars, where the labels are no longer visible and the action of pouring is completely out of frame, leaving only the blurred edges of kitchen appliances in the background.",
+          "The camera tilts up, gradually bringing the upper portion of the glass jar back into view, with the yellow label catching light and the red sponge reappearing at the rim held by metallic tongs against a soft kitchen backdrop.",
+          "The camera completes its upward tilt, re-establishing the original scene with the hand holding the jar, the cloudy liquid mid-pour, and the red sponge hovering above the opening, all clearly framed under warm overhead lighting."
+        ]
+      }
+    },
+    "original_task_id": "a00685_00148",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00676_00096_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00676_00096.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A toy motorcycle with a rider accelerates down an orange slide, its wheels spinning rapidly as it descends the curved surface, navigating the slope with momentum and speed.",
+          "The camera tilts down smoothly, following the toy motorcycle as it accelerates along the curved orange slide, capturing the spinning wheels and rider’s black-and-orange suit against the bright plastic surface.",
+          "The camera continues its downward tilt, shifting focus to the blue stairwell railing and beige wall beside the slide, leaving the motorcycle and slide entirely out of frame, now showing only the empty hallway floor and distant windows.",
+          "The camera begins to tilt upward, revealing the upper section of the staircase and the white handrail, with light streaming through the window above, gradually reorienting toward the slide’s origin point.",
+          "The camera completes its upward tilt, re-establishing the full view of the orange slide and the toy motorcycle at the top, ready to descend again, with the rider's \"02\" jersey clearly visible under the natural daylight from the adjacent window."
+        ]
+      }
+    },
+    "original_task_id": "a00676_00096",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00703_00193_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00703_00193.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person in a red shirt juggles three white balls on dry grass below, viewed from above as they toss and catch the balls in rhythmic motion, while another individual stands nearby observing.",
+          "The camera tilts downward, revealing the white railing of the elevated walkway and the dry, brown grass below where a person in a red shirt juggles three white balls. Sunlight casts sharp shadows across the concrete path beside the lawn, and a dark sedan is parked near the edge of the plaza. The modern, curved architecture of the building looms in the background under a clear blue sky.",
+          "The camera continues its downward tilt, now focusing entirely on the paved sidewalk and adjacent drainage grates, with the juggling figure no longer visible. A lone observer stands motionless near the curb, their shadow stretching long in the bright sunlight. The smooth gray concrete dominates the frame, marked by faint chalk arrows and text, while the white railing curves out of view at the top edge.",
+          "The camera begins to tilt upward, shifting from the ground-level pavement back toward the elevated walkway, capturing the clean lines of the white handrails and the angular geometry of the surrounding structure. The sunlit plaza reappears, and the distant water glints under the sky as the camera ascends through the open space.",
+          "The camera completes its upward tilt, re-establishing the original vantage point overlooking the dry grass where the person in the red shirt continues juggling three white balls. The black sedan remains parked nearby, and the modern white building with its sweeping curves stands prominently against the blue sky, fully framing the scene once again."
+        ]
+      }
+    },
+    "original_task_id": "a00703_00193",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00695_00925_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00695_00925.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful balls roll down a wooden track beneath a yellow funnel, bouncing and scattering across the ground as they exit the final curve.",
+          "The camera arcs clockwise, lifting slightly to reveal the textured concrete surface scattered with bright green and yellow balls, while the wooden track beneath the yellow funnel remains centered in the frame.",
+          "The camera continues its clockwise arc, moving beyond the edge of the wooden structure and focusing on a patch of dry leaves and twigs near a tree trunk, where no part of the ball track or funnel is visible.",
+          "The camera arcs counterclockwise, gliding smoothly past the base of the tree and catching glimpses of fallen foliage and a distant white building before beginning to reframe the scene.",
+          "The camera completes its counterclockwise arc, settling back onto the original view of the yellow funnel and wooden track, where colorful balls are now rolling down the final curve and bouncing across the ground."
+        ]
+      }
+    },
+    "original_task_id": "a00695_00925",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00742_00223_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00742_00223.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A green ball rolls down a yellow spiral track and enters a pink curved ramp, bouncing slightly before continuing along the path.",
+          "The camera cranes upward, revealing the bright yellow spiral track curving above the pink ramp as the green ball descends into view, its glossy surface catching the warm indoor lighting.",
+          "The camera continues craning up, shifting focus to the ceiling where a white vent and wooden beam are now visible, the colorful toy structure entirely out of frame beneath.",
+          "The camera cranes downward, gliding past a blurred edge of a blue baseplate and the polished hardwood floor, bringing back the lower section of the playset into soft focus.",
+          "The camera settles fully down, re-centering on the pink curved ramp with the green ball resting at its end, the yellow spiral track looping overhead in sharp detail under consistent room lighting."
+        ]
+      }
+    },
+    "original_task_id": "a00742_00223",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00764_02393_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00764_02393.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Water splashes into a container with a mesh net, creating ripples and bubbles as it mixes with the contents. Wooden sticks rest on the surface of wriggling eels in shallow water.",
+          "The camera cranes downward, revealing the murky surface of the water as it splashes into the yellow mesh net, sending ripples across the dark liquid and scattering bubbles around the edges of the container.",
+          "The camera continues its descent, now focusing on a dimly lit concrete floor beneath the container, where scattered droplets glisten under overhead lighting, and the wooden sticks rest motionless near a drainage grate—no trace of the eels or splashing remains in view.",
+          "The camera begins to crane upward, passing over the edge of the container’s rim, capturing the textured yellow mesh and the faint reflections of artificial light shimmering on the wet surface above the waterline.",
+          "The camera completes its upward movement, repositioning directly above the shallow water where countless wriggling eels twist beneath the surface, wooden sticks resting diagonally across the frame, and the splash from earlier still echoing in the disturbed water."
+        ]
+      }
+    },
+    "original_task_id": "a00764_02393",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00742_01016_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00742_01016.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful balls roll down a wooden and plastic track, bouncing off red, yellow, and blue blocks, then descending a green wavy slide supported by blue and orange blocks.",
+          "The camera pans leftward along the track’s edge, capturing the vibrant green wavy slide as it curves over blue and orange support blocks, with colorful balls tumbling down the wooden ramp and bouncing off red, yellow, and blue half-cylinder obstacles.",
+          "The camera continues panning left beyond the structure, revealing only a plain white wall and the top edge of a blue block, leaving the entire ball track and action area completely out of frame.",
+          "The camera reverses direction, gliding rightward across the same wall surface, gradually uncovering the corner where the wooden track meets the purple side rails and the bright yellow semicircular bumper.",
+          "The camera completes its return, settling back to the original viewpoint showing the full ball track, including the green wavy slide, blue supports, and the colorful balls rolling through the curved wooden path."
+        ]
+      }
+    },
+    "original_task_id": "a00742_01016",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00742_01453_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00742_01453.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful balls roll along a wooden track, descending through a green tree-shaped structure and spiraling down yellow ramps, with multiple balls moving simultaneously in a continuous motion.",
+          "The camera arcs counterclockwise, revealing the vibrant green tree-shaped structure and the wooden track above it as colorful balls roll along the elevated path. The smooth motion captures the bright orange supports and blue block pillars anchoring the setup, while the yellow spiral ramp below begins to come into view, emphasizing the dynamic flow of motion.",
+          "The camera continues its counterclockwise arc, moving fully away from the original scene so that the wooden track and ball pathway are no longer visible. Instead, the frame now shows a plain white surface with scattered blue building blocks in the distance, and a portion of a red-orange support piece near the edge, indicating the transition beyond the primary action zone.",
+          "The camera begins to arc clockwise, gradually shifting focus back toward the central play area, passing over a section of the white tabletop where a few loose blue blocks lie. A sliver of the yellow spiral ramp reappears at the bottom right, hinting at the return to the main structure.",
+          "The camera completes its clockwise arc, re-establishing the full view of the wooden ball track with its green tree-shaped feature and yellow spiral ramps. Colorful balls continue their descent through the structure, supported by blue and orange blocks, under consistent bright lighting that highlights every detail of the playful setup."
+        ]
+      }
+    },
+    "original_task_id": "a00742_01453",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00785_00984_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00785_00984.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blacksmith's hammer strikes a glowing orange-hot metal piece on an anvil, sending small sparks flying as the metal deforms under repeated blows.",
+          "The camera tilts down, revealing the dark, soot-streaked surface of the anvil beneath the glowing metal, with faint embers drifting upward from the heated iron as the hammer continues its rhythmic strikes.",
+          "The camera continues tilting downward, now capturing only the rough stone floor of the forge, scattered with cold ash and discarded metal shavings, while the bright glow of the fire in the background fades into a distant blur.",
+          "The camera tilts up, slowly repositioning to reveal the edge of the anvil again, where sparks still linger in the air and the dim outline of the blacksmith’s hand grips the hammer handle.",
+          "The camera completes its upward tilt, centering once more on the glowing orange-hot metal resting on the anvil, the hammer poised mid-air above it, ready for another strike as flames flicker in the background."
+        ]
+      }
+    },
+    "original_task_id": "a00785_00984",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00769_00680_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00769_00680.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Waves crash against jagged rocks, creating white foam that spreads across the dark green water, with continuous splashes and churning motion along the shoreline.",
+          "The camera cranes upward, revealing the jagged edges of dark basalt rocks meeting the churning emerald-green sea below, where white foam spirals in chaotic patterns as waves relentlessly crash against the shoreline.",
+          "The camera continues its ascent, now capturing a vast expanse of open ocean with distant cloud shadows drifting over the water’s surface, while the rocky coast vanishes beneath the frame, leaving only the endless motion of swells and wind-swept spray.",
+          "The camera begins to descend, gliding smoothly downward toward the turbulent interface between deep green waters and the sunlit, fractured cliffs, where the rhythm of crashing waves grows audible in the visual return.",
+          "The camera settles back into the original overhead position, framing the same jagged rocks and frothing surf as waves continue to break with force, sending plumes of white foam across the dark, swirling water."
+        ]
+      }
+    },
+    "original_task_id": "a00769_00680",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00786_00033_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00786_00033.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Cue strikes white ball, sending it rolling toward orange ball near pocket; balls collide, white ball rebounds slightly, orange ball remains near pocket edge.",
+          "The camera pans left, following the cue stick’s motion as it strikes the white ball near the edge of the pocket, with the textured gray felt and dark corner rail sharply defined in the frame.",
+          "The camera continues panning left, revealing a section of the pool table’s side wall and the blurred outline of a red-and-white scorecard taped to the frame, while the original action area is now entirely out of view.",
+          "The camera pans right, gliding past the shadowed edge of the table rail and catching the faint reflection of overhead lighting on the smooth surface of the felt.",
+          "The camera completes its rightward pan, re-centering on the pocket where the white ball has rebounded slightly and the orange ball remains perched at the edge, both clearly visible against the darkened background."
+        ]
+      }
+    },
+    "original_task_id": "a00786_00033",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00786_00469_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00786_00469.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Player in red shirt lunges forward to return a fast-paced shot, then quickly retreats as opponent in black shirt advances and strikes the ball with a powerful forehand, causing both players to shift rapidly across the table.",
+          "The camera tracks right, following the player in red as he lunges forward to return a fast-paced shot, capturing the blur of his motion against the vibrant red floor and the blue JOOLA table with its crisp white lines.",
+          "The camera continues tracking right, now showing only the empty side of the court near the blue TMS International banner, where the edge of the table is barely visible and the players have fully exited the frame.",
+          "The camera tracks left, re-entering the scene from the opposite side, revealing the black-shirted player mid-forehand swing with the ball suspended in air above the net and the red mat stretching beneath him.",
+          "The camera settles back into the original position, framing both players again as the red-shirted player retreats and the black-shirted player follows through on his powerful stroke, with the full table and surrounding branding clearly visible."
+        ]
+      }
+    },
+    "original_task_id": "a00786_00469",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00787_00142_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00787_00142.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Person in black leggings and orange cleats dribbles a white soccer ball on grass, using alternating feet to push the ball forward while maintaining close control.",
+          "The camera cranes downward, following the motion of the soccer ball rolling across the vibrant green grass as the player’s orange cleats tap it rhythmically. The close-up reveals the texture of the worn white ball and the crisp lines of the black leggings with a neon green stripe along the side. Sunlight filters through scattered clouds, casting soft shadows that shift with each foot movement.",
+          "The camera continues its descent, now fully focused on the dew-kissed blades of grass where the ball once rolled, leaving only faint imprints in the soil. A distant tree line and the edge of a wooden fence appear at the horizon, with no trace of the player or ball remaining. The lighting remains consistent, but the scene has shifted entirely to an empty expanse of field under overcast skies.",
+          "The camera begins to crane upward, rising steadily from the ground-level view of the damp grass toward the open sky. As it ascends, the blurred outlines of the field’s perimeter come into focus—yellow boundary markers and a weathered goalpost frame the edges. The light brightens slightly, revealing patches of sunlight breaking through the cloud cover above.",
+          "The camera completes its upward motion and stabilizes at a mid-height angle, re-establishing the original action area with the player in black leggings and orange cleats dribbling the white soccer ball across the grassy field. The ball rolls smoothly beneath their feet, and the surrounding environment—green turf, distant trees, and soft daylight—is clearly visible once again."
+        ]
+      }
+    },
+    "original_task_id": "a00787_00142",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00816_01530_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00816_01530.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Hands adjust wooden track pieces, connecting a curved ramp section to support blocks on a white surface.",
+          "The camera cranes upward, revealing more of the white tabletop and the textured beige wall above, as hands adjust a wooden track piece with grooved curves, connecting it to support blocks beneath.",
+          "The camera continues its upward crane, now showing only the upper portion of the wall and a sliver of the table's edge, with the wooden track and hands entirely out of frame, leaving a blank expanse of wall and surface.",
+          "The camera begins descending slowly, gliding downward past the pale wall and catching glimpses of the table’s corner and the light wood grain near the edge, preparing to reframe the scene.",
+          "The camera completes its descent, returning to the original height and angle, now clearly capturing the fully assembled wooden track with hands securing the curved ramp section atop support blocks on the white surface."
+        ]
+      }
+    },
+    "original_task_id": "a00816_01530",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00726_00866_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00726_00866.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A roller coaster train ascends a curved track, tilting upward as it approaches the peak of a loop, with riders visible in white cars secured by restraints.",
+          "The camera pans left, revealing the intricate black steel framework of the roller coaster's loop as it curves upward into the sky, with the white cars of the train now ascending the track and riders leaning back in their seats. Sunlight glints off the polished metal supports, while green foliage frames the lower left edge of the shot, and the red \"Metro Rail\" sign remains visible on the station platform to the far left.",
+          "The camera continues panning left, shifting focus entirely away from the roller coaster structure and now capturing a wide expanse of lush green trees under a bright blue sky dotted with fluffy clouds. A distant lamppost with a red-topped lantern stands near a blue banner marked “IRON,” and the concrete support columns of a nearby bridge come into view, but no trace of the roller coaster or its riders remains in frame.",
+          "The camera pans right, moving steadily across the park landscape, bringing into view the curved silhouette of the roller coaster’s track again, now seen from a slightly lower angle. The white cars are visible mid-loop, tilted upward as they crest the arc, with passengers' arms raised against the backdrop of dense treetops and a pale sky. The red lettering of the ride’s name is partially visible atop the structure.",
+          "The camera completes its pan right, re-establishing the original scene with the full spiral loop of the roller coaster centered in frame, the white train now nearing the top of the curve with riders secured by black restraints. The surrounding greenery, concrete supports, and red \"Metro Rail\" signage are all clearly visible once more, anchoring the action within the familiar amusement park environment."
+        ]
+      }
+    },
+    "original_task_id": "a00726_00866",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00800_00743_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00800_00743.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person uses an orange leaf blower to blow dry leaves off white steps with green treads, moving the blower back and forth across each step.",
+          "The camera pans right, revealing more of the white-painted staircase with green treads as the orange leaf blower sweeps across the lower steps, sending dry brown leaves skittering into the sunlight. The person’s gloved hand grips the blower firmly, their dark jacket contrasting against the bright autumn light reflecting off the clean surface of the steps. A coiled green power cord snakes upward along the stairs, anchored near a white planter at the top landing.",
+          "The camera continues panning right, moving beyond the staircase to show a patch of grass and a section of lattice fencing under dappled shade, where the leaf blower and its operator are now completely out of frame. Sunlight filters through bare tree branches, casting long shadows on the ground, while fallen leaves scatter across the lawn. The scene is quiet, devoid of mechanical hum or human presence, focusing instead on the stillness of the yard's edge.",
+          "The camera pans left, gliding past the lattice fence and returning toward the house, capturing the sunlit corner of the porch where the green hose lies coiled near the base of the steps. A few stray leaves drift in the breeze, and the white railing begins to reappear in the periphery, signaling the approach back to the original action area.",
+          "The camera completes its pan left, re-establishing the full view of the white staircase with green treads, now mostly cleared of leaves except for scattered patches. The orange leaf blower rests on the third step, its nozzle pointed downward, while the operator stands nearby, adjusting the cord. Bright sunlight illuminates the cleaned steps, highlighting the contrast between the tidy surface and the remaining debris at the bottom."
+        ]
+      }
+    },
+    "original_task_id": "a00800_00743",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00820_00450_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00820_00450.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black race car with \"VIAGRA\" branding speeds along a curved track, navigating a turn while maintaining high velocity, its tires gripping the asphalt as it leans into the bend.",
+          "The camera tracks left along the outer edge of the racetrack, following the black race car as it leans into the turn with its tires gripping the asphalt; the yellow safety barriers and red-and-white curbing come into sharp focus beneath a bright midday sun.",
+          "The camera continues tracking left past the final curve, now showing only the empty stretch of gray pavement and the metal fencing beyond, with no trace of the race car visible—only distant grandstands and a lone track worker in high-visibility gear near the pit lane entrance remain in frame.",
+          "The camera begins tracking right across the infield, passing over the concrete apron and chain-link fence, capturing the shadowed underside of the elevated bridge structure and the blurred motion of a maintenance vehicle below.",
+          "The camera completes its return movement, tracking right to reframe the curved section of the track where the black \"VIAGRA\" race car reappears, speeding through the bend with its rear spoiler flaring in the wind, the white line on the asphalt glowing under direct sunlight."
+        ]
+      }
+    },
+    "original_task_id": "a00820_00450",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00817_01487_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00817_01487.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A fishing line with a white disc lure is pulled through clear, shallow water over a rocky, algae-covered riverbed, creating ripples and disturbances as it moves.",
+          "The camera tilts upward, revealing the sunlit surface of the water where ripples distort the reflection of surrounding foliage, while the white disc lure glints briefly before disappearing beneath the shimmering green layer.",
+          "The camera continues its upward tilt, now capturing only the dappled canopy above and the bright sky through the trees, with the riverbed and fishing line entirely out of frame, replaced by a mosaic of sunlight and leaf shadows.",
+          "The camera begins to tilt downward, descending past the dense tree branches into the dimmer underlayer of the forest, where glimpses of moss-covered rocks and trickling water hint at the return to the aquatic scene below.",
+          "The camera completes its downward tilt, re-establishing the clear, shallow riverbed beneath the surface, where the white disc lure rests gently on the algae-dotted stones, still tethered to the fishing line and surrounded by swirling ripples."
+        ]
+      }
+    },
+    "original_task_id": "a00817_01487",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00836_00096_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00836_00096.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Car tire rolls forward, crushing colorful balls one by one, flattening them under pressure as it moves across the concrete surface.",
+          "The camera arcs clockwise, gradually shifting focus from the tire's tread pattern to the cracked concrete surface beneath, where fragments of flattened pink and green balls lie scattered near the wheel’s edge.",
+          "The camera continues its clockwise arc, now capturing only the expanse of weathered pavement and a distant white wall, with no trace of the car or crushed toys remaining in frame.",
+          "The camera begins an arcing counterclockwise motion, sweeping past the gray concrete floor and revealing a glimpse of the vehicle’s undercarriage before slowly reorienting toward the original scene.",
+          "The camera completes its counterclockwise arc, settling back on the tire resting atop the remnants of the colorful balls, with the flattened pink and green pieces clearly visible against the stained concrete."
+        ]
+      }
+    },
+    "original_task_id": "a00836_00096",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00820_02717_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00820_02717.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Race cars navigate a sweeping right-hand turn on an asphalt track, closely following each other with visible tire marks and blue-and-yellow curbs along the edge.",
+          "The camera tracks left along the outer edge of the track, following the sweeping curve as the race cars navigate the right-hand turn with tires gripping the asphalt; blue-and-yellow curbs line the edge, and tire marks streak across the surface under bright sunlight.",
+          "The camera continues tracking left, moving beyond the final bend into a wide grassy embankment where only the distant guardrails and a red advertising banner remain visible, the racing action now entirely out of frame.",
+          "The camera begins tracking right, gliding over the dry, sunlit infield toward the track’s inner apron, passing a stack of black tire barriers and a partially shaded section of asphalt near the pit lane entrance.",
+          "The camera completes its return motion, re-establishing the original viewpoint overlooking the sweeping right-hand turn where the race cars reappear in formation, their rear spoilers slicing through the air as they follow the curving asphalt lined with blue-and-yellow curbs."
+        ]
+      }
+    },
+    "original_task_id": "a00820_02717",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00873_01419_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00873_01419.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Hands rub together, releasing a cloud of fine golden dust into the air, particles swirling upward in slow motion against a blurred earthy background.",
+          "The camera tilts upward, following the golden dust particles as they rise into the warm sunlight, revealing a faint shimmer against the dry, cracked earth below.",
+          "The camera continues its upward tilt, now framing only the hazy sky and distant horizon where the dust has fully dispersed, leaving no trace of the hands or ground beneath.",
+          "The camera begins to tilt downward, capturing the soft glow of late afternoon light filtering through drifting dust motes above a barren field.",
+          "The camera completes its descent, repositioning to show the hands once again cupped together, dust swirling between them against the blurred earthy terrain."
+        ]
+      }
+    },
+    "original_task_id": "a00873_01419",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00820_02171_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00820_02171.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A rally car speeds around a curved asphalt road, its rear tires kicking up dust as it navigates the turn with precision, showcasing dynamic motion and high-speed handling.",
+          "The camera orbits clockwise, smoothly tracking the rally car as it powers through the sweeping curve of the asphalt road, its rear tires sending up a plume of dust that catches the golden afternoon light. The rugged terrain surrounding the track—dry grasses, scattered shrubs, and distant trees—frames the dynamic motion of the Ford Fiesta WRC with Red Bull livery, emphasizing the contrast between the engineered precision of the vehicle and the untamed landscape.",
+          "The camera continues its clockwise orbit, now fully displaced from the original action area, revealing a wide expanse of sun-baked fields and low hills where the road vanishes into the horizon. A lone red-berried bush stands in sharp relief against the muted earth tones, and the absence of any vehicle highlights the serene stillness of the rural setting, untouched by the earlier high-speed drama.",
+          "The camera begins to orbit counterclockwise, gradually shifting focus back toward the winding road, capturing the edge of the asphalt as it curves gently through the dry meadow under soft sunlight. The white lane markings reappear in the frame, leading the eye toward the approaching bend where the natural contours of the land meet the engineered path.",
+          "The camera completes its counterclockwise orbit, re-establishing the original viewpoint with the rally car now visible again as it enters the curve at speed, its rear spoiler flaring in the breeze and kicking up dust along the roadside verge. The familiar scene—the curved road, the green-and-brown scrubland, and the distant treeline—is restored, framing the car’s powerful motion once more."
+        ]
+      }
+    },
+    "original_task_id": "a00820_02171",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00863_00430_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00863_00430.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Yellow star-patterned marbles roll down a curved wooden ramp and scatter across a white surface, colliding with other marbles in a dynamic cascade of motion.",
+          "The camera tracks right, following the trajectory of a yellow star-patterned marble as it rolls down the curved wooden ramp and joins the cluster on the white surface, where reflections shimmer under bright lighting.",
+          "The camera continues tracking right, moving beyond the wooden structure and revealing only the edge of the white surface and a row of light wood blocks, with no marbles or ramp visible in the frame.",
+          "The camera tracks left, passing over the smooth grain of the wooden ramp’s side and briefly capturing the corner where the ramp meets the base, now illuminated by soft overhead light.",
+          "The camera completes its return track to the left, repositioning over the original action area where yellow star-patterned marbles continue to scatter across the white surface, colliding dynamically beneath consistent lighting."
+        ]
+      }
+    },
+    "original_task_id": "a00863_00430",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00910_00102_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00910_00102.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A scooter rider approaches a ramp, attempts a trick mid-air, loses balance, and falls forward onto the ramp surface, sliding down while the scooter tumbles beside him.",
+          "The camera orbits clockwise around the ramp, capturing the scooter rider’s approach and mid-air attempt as the brown surface of the Skatelite ramp curves sharply beneath him, with the waterway and distant buildings reflecting under overcast skies.",
+          "The camera continues its clockwise orbit, moving beyond the edge of the ramp to reveal the adjacent dock area where a green cooler sits beside a white railing, while the original action zone disappears from view, replaced by the calm water and a passing boat.",
+          "The camera begins its counterclockwise orbit, sweeping past the metal railings and sponsor banners displaying \"James Henley\" and \"R&W,\" now showing the opposite side of the ramp structure with the sky’s muted clouds stretching above.",
+          "The camera completes its counterclockwise arc, repositioning to show the full ramp again, including the fallen rider lying motionless on the smooth brown surface with his scooter nearby, the water and distant skyline framing the scene once more."
+        ]
+      }
+    },
+    "original_task_id": "a00910_00102",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00910_00383_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00910_00383.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A man runs toward a concrete ledge, leaps onto it, balances briefly, then jumps off while extending his arms and legs dynamically, landing smoothly on the ground in a controlled motion.",
+          "The camera tilts upward, following the man’s leap onto the concrete ledge, capturing the expanse of the overcast sky and power lines above as he extends his arms mid-air.",
+          "The camera continues its upward tilt, now framing only the pale sky and distant treetops beyond the park fence, with the skatepark entirely displaced from view.",
+          "The camera tilts downward, revealing the sloped edge of the concrete structure and the wet pavement below, where the man lands with controlled momentum.",
+          "The camera completes its downward tilt, re-establishing the full skatepark scene with the man standing on the ground, the metal fence, and scattered park-goers visible in the background."
+        ]
+      }
+    },
+    "original_task_id": "a00910_00383",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00910_00856_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00910_00856.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skateboarder rides along a ledge, crouches low, then pops the board upward to launch off the edge, extending arms for balance as they descend toward a lower level.",
+          "The camera pans left, following the skateboarder as they ride along the concrete ledge beside the beige wall with horizontal vents and a \"No Skateboarding\" sign, capturing the moment they crouch low before launching off the edge.",
+          "The camera continues panning left, now showing only the yellow dumpster marked \"ULTRA 109\" and the metal railing of the lower level, with no trace of the original ledge or skater in frame.",
+          "The camera pans right, gliding past the dumpster’s rusted edges and the cracked asphalt parking lot, revealing the base of the ramp where the skater lands, their board’s pink wheels visible against the dark pavement.",
+          "The camera completes its pan right, repositioning to show the full view of the ledge, the warning sign, and the skater riding smoothly away from the drop-off point, the scene restored to its initial spatial context."
+        ]
+      }
+    },
+    "original_task_id": "a00910_00856",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00787_00493_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person wearing black pants and white sneakers juggles a colorful soccer ball on a concrete patio. They repeatedly kick the ball upward, executing freestyle maneuvers by circling their leg around the ball while maintaining control with their feet.",
+          "The camera tilts downward, and the frame captures the rough texture of the concrete patio as the player's white sneakers slip into the lower edge.",
+          "The camera continues its downward tilt, and the view settles entirely on a cluster of dry leaves and cracked paving stones, leaving the original playing space completely out of sight.",
+          "The camera initiates an upward tilt, and the composition gradually reveals the dark wooden gate and the lower section of the brick wall.",
+          "The camera finishes tilting upward, and the shot fully re-establishes the original patio area where the performer in black pants controls the colorful soccer ball."
+        ]
+      }
+    },
+    "original_task_id": "a00787_00493",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00092_00591_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A female tennis player runs across a blue court, swinging her racquet to strike a yellow tennis ball with forehand and backhand strokes.",
+          "The camera orbits counterclockwise along the outer edge of the playing surface, and the frame captures the athlete's rapid footwork alongside a bright yellow tennis ball suspended over the deep blue hardcourt.",
+          "The camera continues its counterclockwise arc toward the spectator stands, and the view reveals only a section of empty stadium seating and a row of sponsor banners while the court remains entirely absent.",
+          "The camera shifts into a clockwise orbital path to sweep back toward the competition zone, and the lens frames the lower tier of concrete bleachers plus the shadowed umpire's chair during the return trajectory.",
+          "The camera completes its clockwise rotation and settles back into the initial vantage point, and the shot clearly shows the female tennis player tracking the bouncing yellow ball near the white baseline to fully restore the original match scene."
+        ]
+      }
+    },
+    "original_task_id": "a00092_00591",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00364_01737_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Numerous white, oblong pills fall rapidly onto a dark green surface, tumbling and bouncing off each other as they scatter across the frame.",
+          "The camera begins a deliberate and steady crane up motion, ascending vertically from its original low-angle setup as the motorized rig smoothly elevates the lens higher into the studio ceiling structure, gradually increasing altitude while keeping the optical axis perfectly parallel to the floor below, ensuring the mechanical transition remains fluid and free of sudden jerks or lateral drift; visible within the slowly receding frame are the scattered white oblong pills resting on the dark green acrylic surface, their uniform shapes catching the cool directional lighting as they lie in disorganized clusters across the reflective material, creating a stark visual contrast between the bright medication and the deep emerald background while tiny ambient dust motes drift through the illuminated space, revealing scattered fragments and microscopic imperfections on the glossy tabletop that catch the ambient glow as the perspective shifts upward.",
+          "The camera continues its consistent crane up trajectory, climbing steadily higher as the hydraulic mount extends further into the overhead rigging, maintaining a smooth vertical pace that systematically distances the viewpoint from the initial staging zone while preserving a perfectly level horizon throughout the extended ascent, with the servo motors humming quietly to guarantee a frictionless rise that avoids any rotational sway or focal instability; visible within the completely displaced frame are the upper studio trusses and heavy black lighting grids suspended from the ceiling, their industrial metal frameworks casting long geometric shadows against the matte white backdrop as the lens captures only the elevated architectural elements and distant ventilation ducts, completely excluding the original tabletop area from sight while highlighting the stark contrast between the suspended equipment and the empty atmospheric space above.",
+          "The camera initiates a controlled crane down motion, descending smoothly from its elevated position as the motorized lift lowers the entire optical assembly back toward the primary staging level, gradually reducing altitude while keeping the lens perfectly stabilized to prevent any unwanted oscillation or focal hunting during the vertical drop; visible within the slowly returning frame are the upper edges of the dark green acrylic surface and the blurred periphery of scattered white oblong pills, their matte textures gradually coming back into focus as the descending viewpoint reintroduces the glossy emerald backdrop and catches the cool directional lighting that reflects off the curved pharmaceutical shapes, hinting at the original composition without yet fully revealing the complete arrangement, while faint ambient haze lingers in the air to soften the hard edges of the studio rigging above.",
+          "The camera completes its final crane down movement, settling precisely back into the original low-angle position as the hydraulic system halts the descent, locking the lens securely at the initial focal height to guarantee a seamless visual return that matches the starting composition without any lateral offset or framing drift, with the internal gimbal making micro-adjustments to ensure absolute stillness once the mechanical travel reaches its designated endpoint; visible within the fully re-established frame are the numerous white oblong pills scattered across the dark green polished surface, their matte textures resting in a chaotic yet static arrangement as the overhead studio lights cast soft, elongated shadows across the glossy emerald backdrop, clearly displaying the complete pharmaceutical spread and confirming that the main scene has been successfully restored to its original viewing perspective."
+        ]
+      }
+    },
+    "original_task_id": "a00364_01737",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00098_00483_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person tilts a small glass bowl to pour raw egg yolks into a larger clear glass pie dish that already contains cracked eggs on a wooden table.",
+          "The camera pans left across the polished kitchen workspace, deliberately shifting the viewer's perspective toward the adjacent preparation zone while maintaining a steady horizontal trajectory, revealing the textured surface of the light pine countertop where faint traces of scattered flour dust catch the bright overhead lighting, creating soft highlights along the natural wood grain while the edge of the person's dark cotton apron remains partially visible as they continue to stabilize the small glass bowl, and the clean white subway tile backsplash alongside a glimpse of a stainless steel utensil holder gradually comes into view to establish a broader culinary context without interrupting the ongoing egg-yolk transfer process that remains just outside the central focus as the ambient daylight softly illuminates the surrounding cabinets and the smooth ceramic handles reflect the gentle room temperature to add spatial depth to the frame.",
+          "The camera continues to pan left across the organized kitchen environment, steadily carrying the frame away from the central workspace until the original egg-pouring action area is completely displaced from view, revealing a quiet corner of the room where a neatly folded woven checkered towel hangs from a brushed nickel cabinet handle, while soft diffused daylight filters through a nearby window to illuminate a stack of pristine ceramic mixing bowls and a sleek gray marble cutting board resting against the wall, emphasizing the clean minimalist layout of the culinary space as the quiet stillness of this secondary zone contrasts with the active cooking area and the polished stone surfaces reflect the cool morning air to provide a tranquil visual pause that highlights the thoughtful organization of the entire room.",
+          "The camera begins to pan right across the expansive kitchen countertop, deliberately reversing its previous trajectory and initiating a steady horizontal return that gradually retraces the path across the room, revealing the textured edge of the light pine surface where faint traces of scattered flour dust and the person's dark apron sleeve reappear as the lens steadily moves toward the central cooking station, while the consistent overhead lighting casts gentle warm shadows across the white subway tile backsplash and the polished metal faucet alongside a glimpse of a stainless steel sink gradually emerges from the periphery to smoothly reconnect the peripheral preparation zone with the main workspace as the rhythmic shift in perspective restores the spatial continuity of the room and the familiar arrangement of cooking tools slowly regains prominence to bridge the gap between the quiet corner and the bustling preparation zone.",
+          "The camera completes its deliberate pan right across the sturdy wooden table, smoothly finishing the horizontal return movement and successfully re-establishing the original viewpoint with precise framing, revealing the large clear glass pie dish resting centrally on the surface now containing several intact egg whites and freshly poured golden yolks that glisten under the bright overhead kitchen lighting, while the person's hands remain steadily poised above the small glass bowl as they complete the pouring process and the natural wood grain of the table alongside the clean white cabinetry in the background provides a familiar context, firmly locking the frame back onto the primary culinary action to capture the final state of the ingredient preparation with crisp detail as the warm glow of the pendant fixtures enhances the rich amber tones of the eggs and the transparent glass rim catches subtle reflections from the surrounding appliances to anchor the viewer's gaze on the completed step."
+        ]
+      }
+    },
+    "original_task_id": "a00098_00483",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00872_01459_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "High-velocity impacts strike a standing concrete block, violently shattering its surface and launching clouds of dust and jagged fragments into the surrounding air.",
+          "The camera initiates a smooth downward tilt that gradually shifts the viewing angle away from the central impact zone while maintaining precise mechanical tracking across the sunlit outdoor testing facility, and the weathered steel support table quickly dominates the lower frame to reveal an accumulation of jagged concrete fragments, fine gray powder, and shattered masonry debris scattered across the bright daylight-bleached surface while distant tree lines remain softly out of focus in the background, with suspended dust particles catching the intense natural illumination to highlight the stark difference between the calm surrounding landscape and the violent fragmentation happening just beyond the upper edge.",
+          "The camera continues its deliberate downward sweep, smoothly lowering the optical axis past the base of the plywood backing until the primary testing platform completely vanishes from the upper boundary, and the ground-level foundation immediately commands the entire visual field to showcase compacted soil, darkened metal crossbeams, and a dense cluster of dried weeds alongside scattered gravel that catch the harsh midday shadows, while bright sunlight filters through overhanging foliage to cast dappled patterns across the uneven terrain, with fine particulate matter occasionally drifting into view to settle quietly on the rough earth below, thereby isolating the viewer from the shattered concrete block.",
+          "The camera reverses its trajectory with a gradual upward tilt, steadily lifting the viewing angle away from the static terrain and beginning its controlled return journey toward the main apparatus, and the weathered plywood backdrop smoothly re-enters the shot to display subtle scuff marks and fresh impact splatters that contrast sharply with the untouched wooden grain while intense sunlight continues to wash over the scene from the upper left, illuminating heavy steel rigging and highlighting the metallic sheen of the mounting brackets that secure the assembly, with lingering clouds of fine gray dust still hanging in the air.",
+          "The camera completes its upward tilt, perfectly realigning with the original vantage point to clearly reveal the aftermath of the high-velocity impact against the standing concrete block, and the central masonry specimen now stands heavily fractured within the re-established frame to show its upper section completely sheared away and jagged concrete edges exposed to the bright outdoor lighting while a thick haze of residual dust continues to billow around the shattered remnants and slowly settles onto the steel table where countless sharp fragments have accumulated, restoring the initial testing configuration."
+        ]
+      }
+    },
+    "original_task_id": "a00872_01459",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00403_01394_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Large shards of white glass explode outward and upward from a central filament, scattering through the dark air in slow motion as a lightbulb shatters.",
+          "The camera initiates a deliberate counterclockwise arc that steadily sweeps around the shadowed filming rig, maintaining a consistent lateral velocity as it orbits the central explosion zone while carefully avoiding any sudden jolts or directional shifts, and the frame reveals numerous jagged shards of tempered white glass hanging suspended in the heavy atmosphere, their fractured edges catching the faint studio spill light as they hover directly above the untouched brass socket and dark reflective surface, emphasizing the delicate balance of the debris field while highlighting the stark contrast between the luminous material and the surrounding void, ultimately establishing a dynamic lateral perspective that isolates the shattering sequence against the pitch-black backdrop where the slow rotational drift accentuates the intricate choreography of the airborne fragments, creating a visually striking tableau that underscores the fragility of the transparent medium.",
+          "The camera continues its established counterclockwise arc, maintaining the exact rotational speed and lateral trajectory as it swings fully around the peripheral boundaries of the soundstage without decelerating or altering its horizontal plane, and the composition completely excludes the original shattering zone, replacing the central debris field with a sweeping view of the unlit velvet background curtains, scattered steel rigging cables, and matte black floor panels that line the outer perimeter, where soft ambient reflections dance across the polished studio equipment while distant safety barriers and coiled power lines dominate the frame, establishing a fully displaced perspective that isolates the surrounding infrastructure from the initial explosive event and emphasizes the vast emptiness of the adjacent workspace, revealing the meticulous organization of the production environment beyond the immediate blast radius.",
+          "The camera reverses its previous trajectory by initiating a smooth clockwise arc, matching the original rotational speed as it begins its deliberate return journey across the soundstage floor without introducing any vertical adjustments or lateral drifts, and the frame slowly reintroduces the periphery of the controlled environment, capturing the subtle interplay of studio spill light against the settling debris field as the scattered glass fragments drift downward toward the base, where hints of the fractured white material reappear along the edges of the composition, suspended against the deep shadows, while the dark reflective surface begins to reclaim its presence in the lower quadrant, signaling the approach toward the initial vantage point and reorienting the viewer toward the concentrated cluster of airborne particles, which continue their slow-motion descent through the dimly lit atmosphere without disrupting the steady tracking.",
+          "The camera completes its clockwise arc by decelerating smoothly into the original frontal alignment, locking precisely onto the initial vantage point to restore the established compositional framework without any residual drift or angular deviation, and the shot fully re-establishes the original action area, clearly displaying the shattered glass bulb remnants that have settled across the dark reflective table, alongside the exposed central tungsten filament and sturdy metallic socket base, where lingering fragments of white glass rest motionless against the black surface, catching the focused illumination, while the remaining airborne dust particles slowly dissipate into the surrounding darkness, marking the definitive conclusion of the explosive sequence and returning complete visual focus to the central subject, which now sits quietly amidst the scattered debris under the steady studio lighting conditions."
+        ]
+      }
+    },
+    "original_task_id": "a00403_01394",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00207_02059_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A large hydraulic press ram descends rapidly onto a black Nikon camera, violently crushing the device as the metal body buckles, fragments scatter, and the object is compressed flat against the base.",
+          "The camera begins a deliberate crane upward movement, lifting the viewer's perspective away from the immediate contact point to reveal the towering height of the massive hydraulic press as the heavy steel ram descends relentlessly onto the black Nikon camera. The frame encompasses the gritty atmosphere of the industrial workshop, showing the scattered metallic debris from past experiments on the stained workbench and the blurry green machinery in the background marked with yellow high-voltage warnings, while the central focus remains on the structural integrity of the camera body as it begins to buckle under the immense weight, capturing the precise moment before total collapse as dust particles float in the air around the crushing zone, highlighting the violent interaction between the soft plastic and the hard steel.",
+          "The camera continues its upward trajectory, rising higher until the base of the press and the crushed Nikon are entirely excluded from the view, leaving only the upper portion of the polished steel cylinder and the dark, industrial ceiling in frame. This elevated angle highlights the sheer scale of the machinery, capturing the texture of the metal piston and the dim overhead lighting that casts long shadows across the upper workshop area, effectively isolating the mechanism from the destruction below and creating a sense of ominous scale as the action area disappears completely from sight, replaced by the silent, looming presence of the press's upper structure and the distant, shadowy rafters of the factory roof, emphasizing the industrial setting.",
+          "The camera shifts its motion to a steady crane downward, beginning the return journey as it glides past the upper mechanisms of the press and brings the green metal walls of the workshop back into clearer focus. As the view descends, the frame reveals more of the surrounding environment, including the heavy cables and the worn surface of the workbench, slowly guiding the eye back toward the center of action where the aftermath awaits, while the reflection of the workshop lights dances off the smooth, cylindrical surface of the hydraulic ram moving back into position, bridging the gap between the high angle and the ground-level destruction with a smooth, continuous vertical motion that reorients the viewer towards the workbench.",
+          "The camera completes its downward crane to re-establish the original viewpoint, bringing the destroyed Nikon camera and the silver metal base back into full view to showcase the final result of the compression. The frame clearly displays the mangled remains of the black camera body, now flattened into a thin layer of twisted metal, plastic shards, and internal components scattered across the base, with the blue camera strap lying limp amidst the debris, confirming the total annihilation of the object by the powerful hydraulic press in the center of the frame, offering a stark contrast between the pristine machine at the start and the wreckage at the end, illuminated by the harsh workshop lights that glint off the shattered fragments."
+        ]
+      }
+    },
+    "original_task_id": "a00207_02059",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00669_00267_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire rolls off a wooden ramp and slowly drives over a halved watermelon, smashing it into red pulp, before continuing forward to crush a second watermelon half.",
+          "The camera initiates a slow pan to the right, gradually shifting the frame away from the immediate destruction of the fruit. As the perspective moves, the rough texture of the gray asphalt dominates the lower foreground, scattered with tiny flecks of red watermelon seeds and juice. The silver alloy wheel and the black rubber tire tread begin to slide toward the left edge, while the wooden ramp with its yellow 'Experiments & Life Hacks' sticker becomes more central, bathed in the bright afternoon sunlight.",
+          "The camera continues its steady pan to the right, pushing the vehicle and the crushed watermelon completely out of the frame. The view is now occupied solely by the empty stretch of road surface, highlighting the contrast between the dark tire tracks and the lighter, sun-bleached patches of the pavement. In the background, the yellow and white curb runs parallel to the road, separating the asphalt from a strip of green grass that glows under the natural lighting, ensuring the original action area is entirely obscured.",
+          "The camera reverses its direction and begins a smooth pan to the left, retracing its path across the scene. The empty road and the distant curb slide out of view to the right, replaced by the encroaching shadow of the vehicle's undercarriage. The dark silhouette of the car's body starts to fill the upper portion of the frame, and the edge of the wooden ramp begins to reappear on the right side, signaling the return to the site of the impact.",
+          "The camera completes its pan to the left, fully re-establishing the original viewpoint of the experiment. The scene is now dominated by the aftermath, where the car tire rests flat on the asphalt, having completely pulverized the green watermelon into a vibrant spread of red pulp and rind fragments. The wooden ramp stands stationary nearby, and the scattered debris from the initial crush is visible around the flattened fruit, confirming the final state of the object after the heavy vehicle passed over it."
+        ]
+      }
+    },
+    "original_task_id": "a00669_00267",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00455_00488_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A raw egg is cracked into a small glass bowl, and then a spoon slides underneath the yellow yolk to lift it out, separating it from the clear egg white.",
+          "The camera initiates a slow, deliberate tilt upward, steadily raising its optical axis away from the pristine preparation surface while the metal spoon continues its careful maneuver beneath the fragile yellow center, and the frame smoothly transitions to reveal the upper wooden shelves of the nearby bookcase, where rows of tightly aligned hardcover volumes, a few leaning reference manuals, and a small framed photograph catch the gentle morning sunlight streaming through the sheer white curtains, creating a warm and scholarly atmosphere that gradually fills the visual field as the perspective shifts higher.",
+          "The camera maintains its continuous upward tilt, further elevating the viewing perspective until the original workspace completely vanishes from the lower boundary of the composition, and the frame now exclusively showcases the tall ceiling architecture, featuring ornate plaster crown molding, a vintage brass chandelier with frosted glass shades, and a cluster of recessed lighting fixtures that emit a soft, ambient glow over the quiet interior space, entirely displacing any visual connection to the countertop or culinary ingredients below.",
+          "The camera begins a steady, controlled tilt downward, reversing its previous trajectory and smoothly lowering the line of sight back toward the central workspace while the surrounding architectural elements gradually slide out of the upper frame, and the viewer starts to glimpse the middle section of the room where a polished brass desk lamp, a neat stack of handwritten journals, and a ceramic tea cup come into view under the consistent, even illumination that brightens the domestic setting.",
+          "The camera completes its smooth tilt downward, firmly re-establishing the original eye-level perspective while seamlessly returning the focus to the immediate preparation zone where the separation process has just concluded, and the viewer clearly observes the fluted glass ramekin resting on the clean white table, now holding only the translucent egg white while the separated golden yolk rests securely on the spoon just above the rim, all illuminated by the same crisp directional sunlight that highlights the delicate textures."
+        ]
+      }
+    },
+    "original_task_id": "a00455_00488",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00000_00698_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hammer strikes a red ceramic piggy bank, shattering it into large fragments while coins burst outwards and scatter across the reflective surface in slow motion.",
+          "The camera cranes upward slowly, shifting the perspective to show more of the stark white background while the fragmented red ceramic pieces and gleaming coins remain visible on the reflective table.",
+          "The camera continues its upward crane movement until the original action area is fully displaced, leaving only the bright studio ceiling lights and empty white space in the frame.",
+          "The camera cranes downward steadily, returning the view toward the scene as the scattered coins and large ceramic fragments reappear in the lower portion of the shot.",
+          "The camera completes its downward crane motion to re-establish the original viewpoint, clearly showing the destroyed red piggy bank and the hammer resting among the debris on the glossy surface."
+        ]
+      }
+    },
+    "original_task_id": "a00000_00698",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00237_00717_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A red and white ceramic object falls onto the rotating metal teeth of a shredder. The blades catch and crush the item, tearing it into small fragments that are pulled downward.",
+          "The camera pans left, and the frame shifts away from the crushing mechanism to capture the sunlit grass and thick oak bark beside the blue housing.",
+          "The camera continues panning left, and the view now displays only the dappled forest floor and scattered leaves while the original shredder area remains completely out of sight.",
+          "The camera pans right, and the scenery returns to show the edge of the bright blue container alongside patches of dry soil and green turf.",
+          "The camera finishes panning right, and the shot re-centers on the open hopper to clearly display the stationary steel teeth and remaining white ceramic fragments inside the blue frame."
+        ]
+      }
+    },
+    "original_task_id": "a00237_00717",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00097_00353_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A shovel repeatedly plunges into dark, churning water, striking and shattering the edge of a thick sheet of ice. The tool breaks apart the frozen surface, sending shards into the rippling liquid below.",
+          "The camera initiates a smooth lateral tracking movement to the left, drifting steadily away from the focal point where the dark metal blade of the shovel is repeatedly plunging into the churning liquid to fracture the thick, opaque sheet of ice. As the perspective glides along the frozen perimeter, the view highlights the intricate texture of the solid ice surface, showcasing a network of fine stress cracks radiating from the impact zone and a scattering of sharp, white shards that have been torn loose by the force of the strikes, while the deep blue hue of the open water continues to roil violently against the remaining solid boundary, emphasizing the stark contrast between the fluid motion of the current and the rigid structure of the frozen barrier, with the wooden handle of the tool still visible near the top of the frame as it guides the heavy implement through the resistant slush and displaced chunks of frost.",
+          "The camera continues its consistent tracking trajectory to the left, fully displacing the original scene of the ice-breaking action from the frame and revealing a broader expanse of the frozen shoreline where the water remains calm and unbroken, offering a momentary respite from the mechanical disruption. The lens now focuses on a section of the thick ice sheet that extends uninterrupted toward the edge of the water, displaying a smooth, pale gray surface marred only by subtle ridges and the faint imprint of previous water levels, while the dark liquid is relegated to the periphery of the shot, appearing still and glassy compared to the turbulent area previously observed, and a few dry, leafless branches protrude from the right side of the frame, suggesting the proximity of the riverbank or a vegetated embankment beyond the immediate zone of impact, with the lighting casting long, soft shadows across the uneven texture of the ice that hint at the low angle of the winter sun.",
+          "The camera reverses its direction and begins a steady tracking movement to the right, retracing the path along the ice edge to return toward the source of the disturbance, bringing the smooth, unbroken expanse of the frozen surface back into motion as the lens shifts away from the quiet shoreline. As the frame slides rightward, the pale gray texture of the ice passes by quickly, revealing the gradual transition back toward the area where the water meets the frozen barrier, with the dark liquid beginning to reappear in the lower portion of the shot, its surface still calm but hinting at the proximity of the churning current, and the dry branches that were previously prominent start to drift out of view as the camera anticipates the re-emergence of the main activity, while the natural light reflects off the subtle undulations in the ice, creating a shimmering effect that contrasts with the duller tones of the surrounding environment.",
+          "The camera completes its return trajectory to the right, successfully re-establishing the original viewpoint and bringing the intense action back into clear focus as the dark metal blade of the shovel comes into frame, once again plunging into the turbulent water to shatter the edge of the thick ice sheet with forceful precision. The frame now clearly displays the chaotic interaction between the tool and the frozen barrier, with fresh shards of white ice being driven into the rippling dark liquid, creating splashes and concentric waves that disturb the surface, while the wooden handle of the shovel is visible being manipulated by an unseen operator, and the jagged boundary between the solid and liquid states is highlighted once more, emphasizing the ongoing effort to break through the resilient winter formation, with the deep blue color of the churning water providing a vivid backdrop to the stark white fragments that float amidst the swirling current."
+        ]
+      }
+    },
+    "original_task_id": "a00097_00353",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00513_00452_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A head of cabbage resting on a mound of dry earth suddenly detonates, bursting outward in a brilliant flash that shatters the vegetable into flying green fragments and a cloud of dust.",
+          "The camera initiates a steady counterclockwise orbital sweep around the barren terrain, executing a carefully choreographed lateral drift that pushes the viewing angle outward while preserving a consistent focal depth and smooth rotational momentum across the wide-angle lens as it tracks the horizon line, and this sweeping maneuver captures the pristine green cabbage perched precariously on the jagged ridge of desiccated earth just as a sudden luminous flare erupts from its core, illuminating the intricate veining of its outer leaves and scattering crisp geometric shadows across the sun-baked dirt while the endless cerulean backdrop remains completely unbroken, offering a stark contrast to the organic textures below and emphasizing the quiet stillness of the moment before the impending detonation transforms the tranquil agricultural subject into a chaotic spectacle of light and debris.",
+          "The camera continues its uninterrupted counterclockwise trajectory along the elevated ridge, maintaining the established rotational velocity while smoothly transitioning the frame toward the peripheral landscape and deliberately excluding the central explosion zone from the composition through precise gimbal stabilization, and this sustained lateral glide reveals a sweeping panorama of distant wind-sculpted dunes and scattered patches of resilient desert scrub that stretch toward a hazy mountain range, where the harsh midday sunlight bleaches the pale sand and casts long, sharp silhouettes across the undulating terrain, completely isolating the viewer from the originating blast site and emphasizing the vast, silent emptiness of the surrounding wilderness as heat waves shimmer above the rocky outcrops, revealing subtle gradations of ochre and rust in the weathered stone while a lone cirrus cloud drifts lazily across the zenith.",
+          "The camera reverses its rotational direction and initiates a deliberate clockwise orbital return, smoothly decelerating the previous lateral drift while carefully realigning the optical axis toward the original coordinate and re-establishing a convergent tracking path that gradually narrows the field of view, and this corrective sweeping motion brings the turbulent aftermath back into the frame as swirling plumes of pale dust and violently ejected cabbage fragments dominate the foreground, catching the brilliant sunlight and scattering prismatic flares across the lens while the fractured remains of the vegetable tumble through the heated air and settle onto the cracked soil below, where the dry earth absorbs the impact and releases fine particulate matter that drifts lazily upward, creating a hazy veil that softens the harsh contrasts and reveals the intricate fragmentation patterns of the shattered leaves against the relentless blue sky.",
+          "The camera completes its clockwise orbital arc and settles precisely into the initial vantage point, locking the gimbal into a static holding position while perfectly restoring the original framing composition and ensuring the central mound occupies the exact lower-third alignment it held at the beginning of the sequence, and this stabilized perspective clearly displays the fully realized aftermath as the explosive force has completely dismantled the head of cabbage, leaving behind a scattered arrangement of vibrant green shreds and pulverized core material resting atop the disturbed brown soil, with residual dust slowly drifting downward and settling over the jagged terrain under the unchanging clear sky, where the bright illumination accentuates the crisp edges of the torn foliage and highlights the contrast between the fresh organic debris and the ancient, weathered ground."
+        ]
+      }
+    },
+    "original_task_id": "a00513_00452",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00318_00064_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A pineapple perched on a dirt mound suddenly detonates, violently launching its yellow chunks, green spiky leaves, and brown rind fragments high into the air amidst a cloud of white smoke and debris.",
+          "The camera initiates a steady lateral tracking right motion along the sun-bleached ridge, and the frame prominently features the sudden violent detonation of the pineapple positioned atop the compacted earthen mound as dense clouds of white vapor erupt alongside scattered yellow fruit chunks, sharp green crown leaves, and torn brown rind fragments that arc high into the brilliant azure sky. Maintaining a consistent horizontal velocity past the dry scrub brush in the foreground, the shot preserves sharp focus on the turbulent debris field so that viewers can clearly observe the chaotic dispersion of organic matter against the pale dirt surface, with the harsh midday illumination casting crisp shadows across the uneven terrain and highlighting the fine particulate matter that drifts steadily through the clear atmospheric conditions, emphasizing the stark contrast between the explosive botanical aftermath and the serene natural backdrop.",
+          "The camera continues its uninterrupted tracking right movement across the arid landscape, and the frame reveals a completely displaced section of the hillside where the original explosion site has fully exited the composition and only distant dry grasses, weathered soil patches, and a fading trail of white smoke drifting along the horizon remain visible. Gliding smoothly past a cluster of brittle desert shrubs that sway gently in the warm breeze, the lens captures the quiet aftermath of the event as scattered yellow debris and torn green foliage begin to settle onto the rugged terrain far behind the current viewpoint, with the bright overhead sunlight illuminating the undulating earth tones and creating soft gradients across the open sky that now dominates the upper portion of the shot without any trace of the initial detonation zone.",
+          "The camera begins a deliberate tracking left movement to reverse its previous trajectory, and the frame gradually reintroduces the outer edges of the impact zone where lingering plumes of white smoke drift downward over the uneven dirt surface and scattered pineapple fragments rest among the dry vegetation. Shifting its lateral path back toward the central ridge, the lens maintains a steady pace that allows the viewer to witness the settling debris field as torn brown rind pieces and yellow fruit chunks become more densely concentrated near the original blast location, with the clear blue atmosphere providing a vivid backdrop that contrasts sharply against the pale earth tones and the remaining airborne particulate matter that continues to drift slowly across the sunlit hillside.",
+          "The camera completes its coordinated tracking left movement to fully recenter the composition, and the frame clearly re-establishes the original action area by revealing the battered dirt mound once again alongside the residual cloud of white smoke and the widely scattered pineapple remnants that now litter the peak and surrounding slopes. Holding its final position with a steady horizontal orientation, the shot captures the quiet aftermath of the detonation as torn green leaves, yellow fruit pulp, and brown rind fragments rest motionless against the reddish-brown soil, with the bright midday sunlight casting defined shadows across the disrupted terrain and illuminating the clear azure sky above the now still hillside that mirrors the initial setup but displays the transformed state of the once intact fruit."
+        ]
+      }
+    },
+    "original_task_id": "a00318_00064",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00456_00097_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A gloved hand stabilizes a rough, rectangular block while another hand uses yellow-handled end-cutting pliers to grip, wiggle, and twist a metal loop embedded in the side of the object.",
+          "The camera initiates a steady lateral tracking motion to the left, gliding smoothly along an unseen mechanical path while maintaining a fixed horizontal trajectory that gradually shifts the perspective away from the central point of interest without altering the focal distance; the frame reveals the weathered concrete block sliding toward the right margin, its cracked and dust-covered surface illuminated by a harsh overhead work light that casts long, dramatic shadows across the coarse, grit-laden floor, while the yellow-handled end-cutting pliers maintain their firm mechanical grip on the stubborn metal loop as fine particulate matter settles around the embedded hardware and scattered metallic debris rests quietly in the dimly lit periphery of the industrial workspace, where the ambient atmosphere feels distinctly heavy and the surrounding architecture remains shrouded in deep shadow.",
+          "The camera continues its relentless tracking movement to the left, pushing further across the industrial environment until the original workspace completely exits the visual field and the perspective settles into a quieter, unoccupied zone without any vertical adjustment or focal shift; the frame now captures only a stretch of empty, shadow-drenched concrete flooring marked by faded tire tracks and old oil stains, alongside a distant stack of rusted steel beams that loom silently against the weathered brick wall, with ambient dust motes drifting through the stagnant air under the faint, flickering glow of a secondary safety lamp that barely penetrates the surrounding darkness, revealing only the cold, unfinished architecture of the abandoned storage bay where no tools or workers remain in sight and the silence feels absolute.",
+          "The camera reverses its trajectory and begins a deliberate tracking movement to the right, sliding back along the same horizontal plane to reorient toward the primary work zone while maintaining a consistent pacing that mirrors the initial departure without introducing any vertical adjustment or focal drift; the frame gradually brings the fractured edge of the concrete block back into view, revealing the gritty floor texture and scattered metal shavings as the dim overhead lighting begins to illuminate the workspace once more, while the yellow-handled pliers remain firmly clamped around the twisted metal loop and the heavy-duty gloved hand continues to steady the rough object against the lingering mechanical tension of the extraction process, restoring the familiar workshop atmosphere where the focused task resumes its steady rhythm and the surrounding clutter gradually comes back into focus.",
+          "The camera completes its return tracking movement to the right, smoothly locking back into the original framing position to fully restore the central viewpoint while holding steady on the renewed focal point without any abrupt settling or perspective shift; the frame clearly shows the rough concrete block centered once again, with the embedded metal loop now visibly deformed and partially extracted from the dense cementitious matrix, the yellow-handled pliers still gripping the stubborn hardware, and the heavy-duty gloved hand firmly stabilizing the fractured object under the focused beam of the work light as loose dust and fragmented concrete pieces rest quietly on the coarse floor, marking the successful completion of the extraction phase and highlighting the final state of the manipulated assembly within the illuminated workspace."
+        ]
+      }
+    },
+    "original_task_id": "a00456_00097",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_00691_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A massive explosion erupts in a forested area, launching a towering column of black smoke and fire. Numerous streams of burning debris shoot outward and upward in a radial pattern, expanding rapidly across the trees and river below.",
+          "The camera initiates a smooth clockwise orbit around the blast zone, and the towering column of black smoke and radiant orange fire continues to erupt violently into the humid evening air while the winding river below reflects the intense thermal glow, allowing countless streams of burning debris to trace bright, arcing trajectories through the dense canopy of tropical palm trees and lush vegetation as the steady rotational motion reveals the surrounding agricultural fields stretching toward the horizon, capturing the stark contrast between the peaceful rural landscape and the chaotic, expanding shockwave of incandescent fragments that rapidly consume the understory, maintaining a consistent aerial altitude that keeps the destructive radial pattern perfectly centered within the widening composition.",
+          "The camera continues its unwavering clockwise orbital trajectory, and the distant, smoke-hazed farmlands along with the serpentine waterway remain clearly visible as the initial eruption site completely vanishes from the frame, leaving the lingering atmospheric haze to diffuse the fading twilight, which casts a muted lavender glow over the untouched rice paddies and dense groves of banana plants that now dominate the visual field while the persistent rotational glide captures the subtle drift of high-altitude ash clouds moving against the wind, revealing a series of rolling hills shrouded in evening mist as the composition fully displaces the original blast coordinates, replacing the chaotic inferno with a tranquil, expansive panorama of rural topography where only the faint, rhythmic pulse of distant thunder hints at the ongoing destruction far behind the lens.",
+          "The camera reverses its rotational direction to execute a precise counterclockwise orbit, and the lingering thermal updrafts continue to stir the scattered remnants of charred foliage across the muddy riverbanks as the lens gradually arcs back toward the source of the disturbance, capturing the gradual return of heavy, soot-laden plumes drifting across the upper frame with their dark silhouettes starkly outlined against the dimming amber sky while the steady lateral rotation brings the edge of the devastated forest back into view, revealing the scorched earth and fallen trunks that line the watercourse as intermittent flashes of residual combustion flicker deep within the smoldering undergrowth, methodically narrowing the visual gap between the serene agricultural outskirts and the turbulent core of the explosion site until the drifting smoke begins to coalesce into a recognizable, concentrated mass once more.",
+          "The camera completes its counterclockwise orbital return, and the massive explosion crater along with its towering column of black smoke are fully re-established at the center of the composition as the rotational motion settles into a stable hover, clearly revealing the ongoing violent eruption with fresh streams of burning debris still shooting outward in a relentless radial pattern across the charred tree line and the sluggish, ash-choked river below while the restored viewpoint captures the intense contrast between the glowing molten fragments and the dense, billowing soot, highlighting the raw destructive power that continues to reshape the landscape as every detail of the initial action becomes vividly present again, from the fiery core at ground level to the expanding shockwave of embers, providing a definitive and unobstructed final perspective of the catastrophic event in its full, unrelenting intensity."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00691",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_00455_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blue cylindrical firework sitting on dry leaves vigorously shoots a fountain of bright white sparks and smoke straight up into the dark surroundings.",
+          "The camera initiates a deliberate upward crane motion, smoothly elevating the lens above the initial staging area while carefully controlling the vertical ascent speed; the lower section of the frame clearly reveals the blue cylindrical firework sitting securely on a scattered layer of dry brown leaves, vigorously emitting a dense fountain of bright white sparks and swirling gray smoke that cuts sharply through the dark nighttime environment. The intense artificial glare bounces off the surrounding rough soil and fragmented twigs, casting long, dancing shadows that stretch outward across the uneven terrain. The steady mechanical lift gradually alters the parallax relationship between the foreground debris and the distant tree line, enhancing the sense of depth while keeping the energetic pyrotechnic display perfectly centered within the composition. The rising perspective captures the raw kinetic energy of the burning propellant as it forcefully pushes against the cool night air.",
+          "The camera continues its relentless upward crane trajectory, ascending higher into the atmosphere with unwavering precision until the original ground-level setup completely vanishes from sight; the composition becomes entirely dominated by the vast inky expanse of the night sky, punctuated only by a few faintly glowing stars and the dark silhouettes of high tree branches that sway gently in the cool evening breeze. Without the artificial glare of the ground display, the natural darkness of the environment takes over as the primary visual element, creating a profound sense of isolation and quiet stillness. The lingering atmospheric haze drifts slowly across the upper frame, catching the subtle moonlight that filters through the dense canopy overhead. The smooth vertical progression emphasizes the sheer scale of the open space above, leaving the earlier pyrotechnic activity completely behind.",
+          "The camera initiates a controlled downward crane movement, reversing its previous vertical path and steadily descending back toward the earth while carefully modulating the speed of the mechanical drop; the upper canopy gradually recedes from view as the lens navigates through the cool night air, revealing the rough textures of aged bark and the faint outlines of surrounding underbrush that line the perimeter of the clearing. The ambient lighting shifts noticeably from the open sky’s subtle gradients to the deeper, richer tones of the ground-level environment, where earthy smells of damp soil and decomposing vegetation seem to permeate the scene. The steady descent builds a quiet sense of anticipation as the frame prepares to reconnect with the original staging area, moving through layered shadows with precise pacing.",
+          "The camera completes its smooth downward crane maneuver, settling precisely back into the original ground-level vantage point to fully restore the initial framing of the scene; the blue cylindrical firework sits firmly on the familiar patch of scattered dry leaves, its cardboard casing slightly blackened from heat while a gentle plume of residual white smoke continues to drift lazily upward into the dark surroundings. The bright fountain of sparks has now faded into a soft, lingering ember glow, casting a warm amber haze that highlights the intricate details of the fallen foliage and the moist earth beneath. The composition perfectly mirrors the opening perspective, confirming that the pyrotechnic display has reached its quiet conclusion while the surrounding night calmly absorbs the final traces of the energetic performance."
+        ]
+      }
+    },
+    "original_task_id": "a00843_00455",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00763_00324_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A watermelon on the far right detonates, violently shattering and spraying a mist of red pulp, seeds, and green rind fragments outward across the table and into the surrounding air.",
+          "The camera arcs clockwise in a steady outward rotation, capturing the immediate aftermath as the far-right watermelon violently detonates and sends a dense radial spray of crimson pulp, dark seeds, and jagged green rind fragments across the white folding table surface while the remaining four intact fruits sit motionless against a backdrop of dense sun-dappled deciduous foliage, with weathered wooden railroad ties behind the table providing a rough textured boundary that contrasts sharply with the sudden violent burst of color and the crisp clean lines of the black metal table legs anchoring the setup in the grassy clearing, where scattered shadows from overhead branches dance across the lawn as the initial shockwave settles into a steady drifting cloud of botanical residue.",
+          "The camera maintains its clockwise arc, sweeping steadily away from the initial impact zone until the original action area is completely excluded from the frame, leaving only the surrounding woodland environment and the peripheral consequences of the detonation in view, as sunlight filters heavily through a thick canopy of maple and oak leaves to cast long shifting patterns across the uneven grassy terrain and illuminate floating particles of red juice that drift like pollen on the gentle breeze, while the focus shifts to a cluster of weathered timber steps and a narrow dirt path winding deeper into the shaded underbrush where scattered fragments of green rind and drops of crimson moisture cling to the broad leaves of nearby ferns, emphasizing the far-reaching dispersion of the explosion while the distant sounds of rustling foliage and chirping insects underscore the quiet isolation of the forest setting.",
+          "The camera initiates its counterclockwise return arc, smoothly reversing its earlier rotational path as it gradually reorients toward the setup while tracking the lingering atmospheric effects of the blast, capturing the slow descent of heavier rind shards and the settling mist of red pulp that now coats the black metal support brackets and splashes against the weathered wooden ties in the background, as the shifting angle reveals patches of disturbed grass and scattered seeds glinting in the dappled sunlight, while the edges of the white plastic tabletop slowly re-enter the lower frame to provide a stark clean geometric contrast to the organic chaos surrounding it, effectively bridging the peripheral woodland scenery with the central event space and highlighting the gradual return to order as airborne debris continues its downward trajectory under the influence of gravity.",
+          "The camera completes its counterclockwise arc to re-establish the original vantage point, firmly locking back onto the central setup where the aftermath of the detonation is now fully visible and settled, as the white folding table dominates the foreground to clearly display the four remaining watermelons on the left side alongside the thoroughly shattered remains of the far-right fruit, which has been reduced to a wet crimson heap of exposed flesh, scattered dark seeds, and torn rind fragments clinging to the plastic surface, while the stack of aged railroad ties and the dense wall of green forest foliage provide a consistent natural backdrop behind the table, and the black metal legs remain firmly planted in the grass to ground the scene, with bright and even lighting highlighting the stark contrast between the intact round fruits and the violently disrupted mass to effectively restore the initial composition while documenting the final state of the explosive event."
+        ]
+      }
+    },
+    "original_task_id": "a00763_00324",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00673_00334_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A man fires a large silver handgun at watermelons resting on a white table, causing the fruit to violently explode into a cloud of red mist and flying green rind.",
+          "The camera initiates a smooth and continuous upward crane movement, gradually lifting the viewer's perspective away from the grassy ground level where the intense action is taking place. As the angle ascends, the frame captures the lush, dark green foliage of the dense tree line that serves as the natural backdrop for this outdoor shooting range, highlighting the thick vegetation surrounding the white folding table. The man, still clad in his light grey t-shirt with an American flag patch and a camouflage cap, remains in the lower portion of the shot, his posture steady as he holds the large silver handgun, while the remnants of the red watermelon mist begin to settle on the table surface.",
+          "The camera continues its steady and unrelenting ascent, craning higher into the air until the ground-level activity involving the shooter and the exploding fruit is completely obscured from view. The frame is now dominated entirely by the upper branches of the mature trees, their leaves rustling gently in the breeze against a backdrop of a bright, slightly overcast sky. The white table and the man are no longer visible, replaced by the natural texture of the forest canopy and the dappled sunlight playing across the leaves, creating a serene and quiet visual contrast to the violent explosions that were occurring just moments ago below.",
+          "The camera reverses its trajectory and begins a deliberate and steady crane down, descending from the high vantage point amongst the tree branches back toward the earth. As the lens lowers, the dense green leaves of the canopy slide out of the top of the frame, revealing more of the sky and the upper structure of the surrounding vegetation. The movement is smooth and controlled, signaling a return to the scene of the action, as the camera prepares to re-engage with the shooting range environment and the man waiting below with his weapon.",
+          "The camera completes its downward crane motion, settling back into the original eye-level perspective to fully re-establish the scene of the demonstration. The man in the grey shirt and cap is clearly visible again, standing beside the white folding table which is now heavily coated in a mess of red watermelon pulp and scattered green rind fragments. The large silver handgun is still held firmly in his hands as he surveys the destruction, and the background of green bushes and trees is once again clearly defined, bringing the focus back to the aftermath of the explosive display."
+        ]
+      }
+    },
+    "original_task_id": "a00673_00334",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_00896_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Massive orange flames and thick smoke erupt violently from the base of a rocket, rapidly expanding outward to engulf the surrounding launch tower structure as the engines ignite with intense power.",
+          "The camera initiates a steady orbit counterclockwise around the launch complex perimeter, smoothly navigating past the outer safety barricades and ground-level monitoring equipment while adjusting its focal length to track the shifting atmospheric conditions; the initial ignition sequence unleashes a catastrophic surge of superheated plasma that rapidly consumes the lower gantry, painting the weathered steel support beams in brilliant shades of amber and crimson as dense particulate smoke begins to spiral upward through the intricate lattice of maintenance walkways and hydraulic clamps that secure the vehicle to the pad, creating an intense thermal distortion that warps the surrounding atmosphere and reflects violently off the polished metallic surfaces of the adjacent fuel transfer lines, which rapidly expand and vibrate continuously under the immense acoustic pressure generating visible shockwaves across the tarmac.",
+          "The camera continues its persistent orbit counterclockwise across the facility grounds, sweeping decisively away from the primary ignition zone while maintaining a consistent altitude above the concrete access roads and service trenches; the towering rocket base and its accompanying fireball vanish completely from the frame, leaving only the stark industrial silhouette of an adjacent crimson-painted service crane, its intersecting metal girders catching the diffuse ambient glow, while a thick curtain of drifting vapor and scattered debris clouds slowly drift across the corrugated exterior walls of a distant equipment bunker and the empty asphalt pathways that lead toward the perimeter security fence, where stationary industrial floodlights remain completely inactive during the active launch sequence casting long, sharp shadows across the reinforced concrete foundations.",
+          "The camera begins a methodical orbit clockwise along the facility boundary, gradually tracing the curved perimeter of the launch pad while compensating for the accumulating atmospheric haze and acoustic vibrations shaking the stabilization rig; the peripheral edge of the blazing exhaust plume reemerges into view, illuminating the scorched concrete surfaces of the flame deflector trench while swirling vortices of black carbon particulates violently interact with the rotating amber warning beacons mounted along the reinforced safety barricades and the heavy steel blast doors that line the restricted zone, casting long, flickering shadows across the moisture-slicked drainage channels that channel excess coolant away from the primary combustion chamber creating a harsh contrast against the rapidly darkening evening sky.",
+          "The camera completes its calculated orbit clockwise to lock back onto the original staging perspective, fully re-establishing the central launch pad while stabilizing its lens assembly against the relentless shockwaves radiating outward from the thrust vectoring nozzles; the massive rocket engines now sustain a continuous, blinding torrent of molten thrust that completely obscures the underlying support structure, sending towering columns of incandescent gas and billowing dark smoke relentlessly upward past the skeletal framework of the service tower and the heavily reinforced concrete blast walls that anchor the entire assembly, washing out the horizon with an overwhelming radiance that temporarily blinds the distant observation cameras forcing automated optical adjustments across the entire monitoring network."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00896",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_00857_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A ground-based firework fountain erupts, violently shooting a chaotic stream of bright white and gold sparks upwards and outwards into the darkness, accompanied by billowing grey smoke and intermittent flashes of green light.",
+          "The camera executes a smooth crane down motion, steadily lowering its perspective toward the rough terrain while the violent firework fountain remains sharply anchored in the central field of view. A dense cascade of bright white and gold sparks erupts continuously from the smooth red ceramic vessel, scattering across the dark soil as thick clouds of grey smoke drift upward and intermittent flashes of vivid green light momentarily illuminate the surrounding emptiness and scattered fragments of burnt cardboard.",
+          "The camera maintains its downward crane trajectory, descending further until the lens completely abandons the ignition site while the frame becomes entirely consumed by the immediate foreground earth. Only the coarse texture of the dark ground and scattered patches of dry winter grass remain visible, entirely devoid of any luminous discharge or pyrotechnic residue, leaving the viewer suspended in a quiet shadowed expanse far removed from the initial spectacle.",
+          "The camera initiates a controlled crane up motion, gradually elevating the viewpoint back toward the original horizon line while faint traces of the earlier activity begin to reemerge along the lower boundary. Wisps of lingering grey smoke drift lazily across the composition, catching the faint afterglow of scattered embers that still smolder among the dark soil, signaling a quiet return to the primary performance zone.",
+          "The camera completes its upward crane adjustment, restoring the initial eye-level perspective while the full pyrotechnic setup reappears firmly centered within the composition. The red ceramic fountain now sits quietly amidst a settling haze of grey smoke, its surface still dotted with fading green reflections and a few stray gold sparks that continue to skitter weakly across the darkened ground."
+        ]
+      }
+    },
+    "original_task_id": "a00843_00857",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_01026_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire rolls forward on wet concrete, crushing a cluster of green, red, and pink water balloons that burst under the pressure, splashing water and leaving behind rubber scraps.",
+          "The camera tilts downward, revealing the heavy black tire tread as it begins to compress the cluster of green, red, and pink water balloons on the damp concrete surface.",
+          "The camera continues its steady downward tilt, shifting the frame entirely away from the tire and balloons to capture only the shallow rainwater puddles and weathered gray pavement streaked with reflected sunlight.",
+          "The camera begins tilting upward, gradually bringing the glistening wet ground back into view alongside the scattered fragments of yellow and blue rubber scraps left behind by the popped balloons.",
+          "The camera completes its upward tilt, re-establishing the original viewpoint to clearly display the car tire resting past the crushed water balloons and the water-splashed concrete littered with colorful deflated remnants."
+        ]
+      }
+    },
+    "original_task_id": "a00563_01026",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00565_01236_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand holds a small glass jar filled with red and black beads, shaking it slightly before tilting it to pour the beads onto the sand in front of a pink toy house.",
+          "The camera cranes up in a smooth, continuous vertical ascent that gradually elevates the optical axis while maintaining a fixed horizontal orientation across the miniature playset, and this deliberate upward trajectory steadily reveals the weathered white concrete wall serving as the backdrop behind the bright pink brick-patterned toy house alongside the neatly aligned orange wooden picket fence that stretches horizontally across the granular sand bed, where the soft afternoon sunlight casts gentle shadows across the textured terrain and highlights the smooth glass surface of the container resting near the arched entryways, creating a gradual expansion of the visible environment that emphasizes the spatial relationship between the foreground play area and the surrounding structural boundaries.",
+          "The camera continues its uninterrupted vertical crane movement that climbs steadily higher without any lateral drifting or rotational adjustments, and this sustained upward displacement completely removes the hand holding the jar and the scattered bead trail from the lower frame while prominently showcasing the crisp geometric lines of the blue circular window detail near the roofline and the distant patches of dry vegetation bordering the perimeter of the setup, leaving only the upper architectural elements and the bright sky reflection visible against the weathered stucco surface, effectively isolating the structural backdrop from the ground-level activity and ensuring the original action zone remains entirely outside the visible composition.",
+          "The camera initiates a controlled downward crane movement that smoothly reverses the previous vertical trajectory while gradually lowering the optical axis back toward the ground-level environment, and this deliberate descent slowly reintroduces the granular texture of the loose sand into the central viewing zone as the familiar orange wooden fence and the vibrant pink architectural elements gradually slide back into the midground under consistent daylight conditions, bringing the curved doorways and the scattered bead distribution back into partial focus while maintaining a steady optical path toward the original composition and preparing the frame for a complete visual restoration.",
+          "The camera completes its steady downward crane motion that seamlessly restores the original ground-level framing while centering the familiar sandbox arrangement within a balanced composition, and this final vertical adjustment precisely re-centers the pink brick-patterned toy house and the tilted glass container as the hand finishes pouring the remaining red and black beads onto the textured sand surface under clear natural illumination, allowing the viewer to observe the completed trail and the subtle indentations left by the rolling spheres, fully re-establishing the initial scene with absolute spatial clarity and confirming the final state of the poured contents."
+        ]
+      }
+    },
+    "original_task_id": "a00565_01236",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00729_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire rolls forward, crushing a plastic container filled with layered slime and colorful water beads. The container bursts under the pressure, scattering the beads and spilling the orange slime onto the asphalt.",
+          "The camera arcs clockwise around the impact zone, and the flattened plastic tub, vibrant green and yellow water beads scattered across the rough asphalt, and a thick ribbon of orange slime pressed against the tire tread come into view.",
+          "The camera continues to arc clockwise away from the crush site, and a quiet stretch of empty pavement bordered by a weathered concrete curb and dappled afternoon sunlight fills the frame.",
+          "The camera begins to arc counterclockwise back toward the impact zone, and the scattered multicolored gel spheres along with the black rubber sidewall of the vehicle gradually enter the peripheral view.",
+          "The camera completes its arc counterclockwise to the initial vantage point, and the crushed container, the spilled orange slime pooling on the dark asphalt, and the stationary car tire resting beside the debris are clearly visible again."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00729",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_00367_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person strikes the white cue ball with a pool cue, sending it speeding across the table to collide forcefully with a racked triangle of colored balls, causing them to scatter and roll in various directions.",
+          "The camera initiates a deliberate vertical ascent, smoothly craning upwards to elevate the perspective away from the immediate action on the billiards table while maintaining a steady pace. As the lens climbs, the viewer retains a clear view of the smooth grey felt surface where the white cue ball has just shattered the tight triangular rack, sending the vibrant red, yellow, purple, and black balls scattering energetically toward the black rails and corner pockets, while the player's blue shirt sleeve and the slender shaft of the cue stick remain visible at the top right corner, anchoring the scene before the view shifts entirely upward.",
+          "The camera continues its steady upward climb, rising further into the room's atmosphere until the grey playing surface and the scattered pool balls slide completely out of the frame at the bottom edge. The view is now exclusively filled with the expansive deep blue carpet that surrounds the table, along with the dark, heavy frame of the billiards table adorned with small white diamond markers, creating an abstract composition of texture and color that signifies the camera has moved far beyond the original gaming area to a high vantage point near the ceiling lights.",
+          "The camera begins its return journey, craning downwards with a controlled, smooth motion that mirrors the initial departure but reverses the direction to bring the viewer back. As the lens descends, the frame is initially filled with the rich texture of the blue carpet and the sturdy black rails of the table frame, which serve as visual guides leading the eye back toward the center, anticipating the reappearance of the gaming surface while maintaining the high-angle perspective that emphasizes the layout of the room and the ambient lighting reflecting off the polished wood.",
+          "The camera completes its descent, settling back into the original high-angle overhead shot that fully re-establishes the pool table as the central subject of the video. The grey felt surface is once again clearly visible, displaying the new, randomized positions of the colored balls scattered across the table after the break, with the black eight-ball resting near the center diamond, while the player's arm and cue stick are seen resting at the right edge, confirming that the action has paused and the scene has returned to its initial state of observation."
+        ]
+      }
+    },
+    "original_task_id": "a00563_00367",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00677_00528_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A large green tank crashes through a brick building, sending clouds of dust and scattered debris flying as its tracks crush wooden beams and rubble while pushing forward through the collapsing structure.",
+          "The camera arcs counterclockwise along the debris field, revealing the armored green vehicle as its metal treads crush through splintered pine beams and fractured red bricks while thick gray dust plumes upward.",
+          "The camera continues arcing counterclockwise away from the breach, exposing a quiet adjacent alleyway where weathered wooden fences, scattered terracotta pots, and dappled sunlight filter through a canopy of mature oak trees.",
+          "The camera arcs clockwise toward the collapsing structure, presenting a dense cloud of pulverized mortar and floating ash that drifts past a leaning steel support column near the ruined perimeter.",
+          "The camera completes its clockwise rotation to reframe the impact zone, displaying the green tank as it drives through the shattered masonry with its tracks churning over broken bricks and settling dust under bright daylight."
+        ]
+      }
+    },
+    "original_task_id": "a00677_00528",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00800_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire rolls forward over a green watermelon resting on the asphalt. As the wheel applies pressure, the fruit bursts open, violently scattering red pulp and chunks of green rind across the pavement.",
+          "The camera executes a controlled downward crane movement, steadily descending through the bright outdoor lighting while maintaining its optical focus on the ground level, and the expanding visual field gradually reveals the massive Bridgestone tire resting heavily against the custom wooden support ramp, the perfectly spherical green watermelon positioned directly in its crushing path, the scattered crimson pulp fragments already staining the rough asphalt surface, and the sharp yellow warning decals on the wooden block that catch the midday sun, all of which establish a tense anticipation for the imminent structural failure and explosive fruit dispersion that will soon transform the quiet roadside scene into a chaotic display of red juice and shattered rind, accompanied by the subtle heat haze rising from the sun-warmed pavement.",
+          "The camera continues its uninterrupted downward crane trajectory, deliberately lowering its optical axis well below the original ground level to completely remove the vehicle wheel and fruit debris from the visual field, and the newly established vantage point exclusively frames a distant lower section of the asphalt lot where faded white parking lines intersect with deeply cracked concrete seams, scattered dry autumn leaves, and faint metallic oil residues that shimmer under the harsh overhead sunlight, entirely isolating this empty stretch of weathered pavement from the previous mechanical interaction while highlighting the rough granular texture of the road surface, the elongated shadows cast by nearby foliage, the subtle gradient of daylight fading toward the horizon, and the quiet atmospheric stillness that persists entirely apart from the violent crushing sequence happening just beyond the bottom edge of the frame, leaving only the undisturbed gray aggregate to dominate.",
+          "The camera initiates a controlled upward crane movement, steadily ascending through the bright outdoor atmosphere to reverse the previous descent and realign with the initial ground level, and the rising optical axis gradually brings back into view the chaotic scattering of crimson fruit pulp and jagged green rind fragments that now plaster the coarse asphalt, alongside the deep tread impressions left by the heavy Bridgestone tire, the glistening red juice trails soaking into the porous pavement, and the displaced wooden support block that remains slightly askew near the impact zone, collectively signaling a deliberate visual return toward the original crushing area while establishing the fragmented aftermath that precedes the full reconstitution of the primary scene, with the sunlight catching the wet sheen of the spilled contents and emphasizing the stark contrast between the destroyed organic matter and the rigid mechanical components.",
+          "The camera completes its steady upward crane trajectory, fully restoring the original high-angle perspective to precisely lock back onto the exact location of the mechanical impact, and the stabilized composition clearly displays the completely destroyed watermelon in its definitive final state, with the thick green rind split into multiple jagged sections, the vibrant crimson flesh thoroughly mashed into a wet pulpy slurry that spreads across the coarse asphalt, the heavy Bridgestone tire resting motionless on the angled wooden block, and the scattered fruit fragments forming a vivid radial pattern that thoroughly documents the successful completion of the crushing experiment under the bright natural daylight, while the sharp shadows and glistening juice trails emphasize the stark transformation from intact spherical fruit to flattened organic debris across the sunlit pavement."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00800",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00776_00048_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A doll's legs are shown jumping up and down on a small pink trampoline. The doll repeatedly bounces, lifting its feet off the white mesh surface and landing back down.",
+          "The camera tracks right across the smooth marble surface, gradually shifting the viewpoint while the doll's legs continue their rapid bouncing rhythm on the small pink trampoline with its clear white mesh netting.",
+          "The camera continues tracking right until the jumping figure completely exits the frame, leaving only a folded pink exercise mat, a metallic green sphere, and the light wooden wall panels in view.",
+          "The camera tracks left along the empty play area, steadily sweeping back toward the center as the bright pink frame of the trampoline reappears beside the scattered yellow and pink hoop rings.",
+          "The camera finishes tracking left and locks onto the original composition, fully restoring the view of the doll's feet repeatedly striking the white mesh surface of the pink trampoline."
+        ]
+      }
+    },
+    "original_task_id": "a00776_00048",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00237_00609_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand places wooden dominoes in a curved line, then a blue marble rolls down a multi-level wooden block structure and hits the first domino.",
+          "The camera arcs clockwise to shift its viewing angle, revealing the smooth white floor and the curved line of light wooden dominoes standing upright beside the block tower.",
+          "The camera continues to arc clockwise until the original setup is completely excluded, capturing only the blank expanse of the white table surface and the soft ambient reflections on the polished mat.",
+          "The camera arcs counterclockwise to start the return sequence, showing the empty workspace where gentle shadows stretch across the background and the far end of the domino path reappears on the right.",
+          "The camera finishes its counterclockwise arc to lock back onto the starting position, displaying the multi-level wooden block structure and the fully toppled domino chain resting on the white surface after the marble trigger."
+        ]
+      }
+    },
+    "original_task_id": "a00237_00609",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00447_00070_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A metal can sitting on a black table violently explodes, ejecting a massive spray of white foam and debris high into the air and scattering it across the gravel.",
+          "The camera begins a smooth, deliberate upward crane movement, slowly lifting the viewer's perspective away from the ground level to expand the vertical field of view. As the lens ascends, the black folding table remains anchored in the center of the frame, still coated in the sticky remnants of the white foam explosion, while the scattered chunks of yellow pineapple on the gray gravel become more clearly defined. The weathered, dark wooden retaining wall in the background stretches across the shot, its rough, rotting texture contrasting with the bright, harsh sunlight of the day. The rising motion gradually reveals more of the forest backdrop, bringing the leafless deciduous trees and the evergreen foliage on the right into sharper focus, expanding the scene while keeping the chaotic aftermath of the can explosion centrally framed.",
+          "The camera continues its steady vertical ascent, climbing higher into the air with a consistent speed that pushes the ground-level action further down and out of sight. Eventually, the black table, the gravel pit, and the wooden wall slide completely out of the bottom of the frame, leaving the original action area fully displaced and unseen. The view is now entirely dominated by the upper canopy of the forest, where a complex network of thin, gray branches interlaces against a clear, bright sky. Sunlight filters through the swaying boughs of a large evergreen tree on the right, creating dappled patterns of light and shadow. This high vantage point offers a serene contrast to the violence below, focusing solely on the natural environment and the quiet movement of the treetops in the breeze.",
+          "The camera reverses its trajectory, initiating a controlled and smooth descent downwards from the high canopy to return the viewer to the experiment site. As the lens lowers, the upper branches of the pine trees and the bare limbs of the hardwoods begin to slide upward and out of the frame, slowly revealing the man-made structures beneath. The dark, horizontal lines of the massive wooden retaining wall start to re-emerge in the lower portion of the shot, providing a solid visual anchor as the view returns to earth. The downward motion brings the texture of the weathered timber back into sharp focus, hinting at the destruction waiting just below the frame. The lighting remains consistent, casting strong shadows as the camera seeks to re-orient itself with the setup.",
+          "The camera completes its downward crane movement, settling back into the original wide framing to re-establish the scene and clearly display the results of the event. The black folding table comes back into full view, showing the aftermath of the violent explosion, with the table surface littered in white foam residue and the single metal can standing amidst the mess. The gray gravel ground is fully visible again, dotted with the yellow remains of the pineapples that were scattered across the area during the blast. The camera holds steady on this restored perspective, capturing the full context of the outdoor setup, with the wooden wall serving as a sturdy background and the bright sunlight illuminating the debris field in sharp, high-contrast detail."
+        ]
+      }
+    },
+    "original_task_id": "a00447_00070",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00043_00428_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person pours a steady stream of white granular substance, resembling rice or sugar, from a wide metal tray into a large stainless steel bowl resting on a dark surface.",
+          "The camera pans right, and the frame reveals the rough texture of the reddish-brown stone wall and a weathered wooden post standing near the edge of the paved area, while the bright sunlight highlights the dust on the ground.",
+          "The camera continues panning right, and the view shows only the uneven concrete ground and the lower section of the stone wall where shadows stretch across the surface, completely excluding the bowl and the person from the shot.",
+          "The camera pans left, and the scene captures the sunlit stone paving and the wooden support post coming back into view, guiding the eye toward the dark platform where the activity is centered.",
+          "The camera pans left, and the shot re-establishes the original scene by centering the large stainless steel bowl filled with a mound of white granules on the dark surface, with the person's legs visible standing next to it."
+        ]
+      }
+    },
+    "original_task_id": "a00043_00428",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00112_00847_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "An off-road vehicle moves rapidly along a dry dirt track while attached to a taut yellow tow strap, generating a thick, billowing cloud of brown dust that expands quickly.",
+          "The camera executes a deliberate vertical crane ascent, steadily elevating its mounting platform along a precisely guided mechanical trajectory that lifts the viewpoint higher above the uneven ground through a series of smooth, incremental adjustments, while the expanding visual field captures the sun-scorched earth stretching toward distant basalt cliffs, the rigid yellow tow strap vibrating under tension as it disappears into a turbulent cloud of pulverized soil that scatters across the dry riverbed, and the surrounding arid vegetation casting long, sharp shadows across the landscape as the lens continues its upward migration toward the cloudless azure canopy above, with the intense midday sunlight reflecting off the loose sediment and illuminating every swirling particle within the atmospheric haze.",
+          "The camera maintains its uninterrupted vertical crane trajectory, continuing to lift smoothly along the same calibrated axis until the original ground-level tracking zone vanishes completely from the lower edge of the composition, while the elevated perspective exclusively frames the sweeping panorama of the high desert plateau, revealing wind-swept sagebrush covering the rocky slopes, scattered dry washes carving through the pale soil, and the brilliant sun flaring gently near the top of the frame as the lens settles into a high-angle observational position, completely excluding the dirt track and the vehicle from view, emphasizing the vast isolation of the remote wilderness environment and the stark geological formations that dominate the horizon line, with the cool blue tones of the sky contrasting against the warm ochre hues of the exposed terrain.",
+          "The camera initiates a controlled vertical crane descent, steadily lowering its optical axis along the exact inverse mechanical path used during the ascent, while the descending viewpoint gradually reintroduces the lower terrain into the frame, showcasing the textured surface of the parched earth, the distant ridgeline beginning to anchor the upper portion of the composition, and the faint atmospheric haze lingering above the dry grassland as the lens methodically bridges the gap between the high aerial perspective and the ground level, with scattered juniper shrubs and weathered limestone outcrops slowly rising into view beneath the falling camera trajectory, capturing the shifting interplay of light and shadow across the undulating topography as the downward motion accelerates slightly toward the target zone, preparing the viewer for the imminent return to the primary focal point as the descent continues.",
+          "The camera completes its vertical crane descent, smoothly returning its mounting apparatus to the original ground-level elevation while stabilizing the optical axis to match the initial tracking alignment, while the restored perspective immediately recaptures the off-road vehicle speeding along the dusty trail, the taut yellow strap cutting through the thick brown dust cloud that continues to billow outward with relentless force, and the surrounding dry vegetation whipping past as the machine kicks up a fresh surge of soil under the bright sky, with the familiar rutted path and distant mountain backdrop perfectly realigned in the composition as the motion concludes, re-establishing the dynamic energy of the scene as the lens locks onto the rapidly advancing chassis, ensuring that every detail of the rugged machinery and the swirling particulate matter is sharply defined once again."
+        ]
+      }
+    },
+    "original_task_id": "a00112_00847",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00043_01032_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand pours a brown powder from a small jar into a metal bowl of flour, then uses fingers to mix and toss the ingredients together.",
+          "The camera tracks smoothly to the right, shifting the view away from the center of the metal bowl to reveal the clean, light-colored wooden surface of the table adjacent to the preparation area.",
+          "The camera continues its rightward movement until the bowl is completely out of frame, leaving only the empty expanse of the wood-grain countertop and the edge of a dark mat visible.",
+          "The camera reverses direction and tracks to the left, moving back across the wooden surface as the silver rim of the mixing bowl begins to slide back into the frame.",
+          "The camera settles back into the original top-down position, fully framing the stainless steel bowl where a hand is vigorously tossing the white flour and brown yeast powder together."
+        ]
+      }
+    },
+    "original_task_id": "a00043_01032",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00233_00090_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person wearing blue gloves pours white flour from a large white scoop into a shiny metal mixing bowl, creating a growing mound of powder.",
+          "The camera begins a smooth counterclockwise arc across the preparation surface, capturing the steady cascade of finely milled white flour pouring from a broad plastic scoop into a gleaming stainless steel mixing bowl while the bright blue nitrile gloves maintain a firm grip on the handle, and this shifting perspective highlights the warm natural daylight streaming through the nearby window to illuminate the growing mound of powder that forms delicate ridges inside the reflective interior alongside faint images of overhead wooden cabinetry shimmering along the curved metallic rim above a clean quartz countertop.",
+          "The camera continues its deliberate counterclockwise rotation away from the workstation, completely removing the mixing bowl and pouring action from view as the frame transitions to showcase the surrounding culinary environment bathed in soft morning illumination, and this new angle reveals pale wooden upper cabinets with minimalist hardware alongside a neatly organized open shelving unit displaying ceramic canisters beneath a large window dressed with sheer linen curtains that diffuse the incoming sunlight across matte white backsplash tiles and highlight the subtle grain of hardwood flooring.",
+          "The camera initiates a matching clockwise arc to reverse the previous trajectory, gradually sweeping back through the illuminated space while bringing the polished edge of the metal mixing bowl and a partial view of the blue-gloved hand back into the frame, and this returning perspective slowly reconstructs the culinary workspace by revealing the pristine quartz countertop surface alongside scattered stray flour particles near the container base and the curved silhouette of the white plastic scoop hovering above the rim under directional sunlight.",
+          "The camera completes its clockwise repositioning and settles back into the original vantage point, clearly framing the active preparation scene where a steady pour of white flour continues building a substantial textured mound inside the highly polished stainless steel vessel, and this restored composition displays the gloved hands maintaining a controlled tilt on the large white scoop to ensure a consistent flow of fine particulate that settles into soft peaks under bright natural lighting while secondary storage containers and subtle window reflections fully re-center attention on the process."
+        ]
+      }
+    },
+    "original_task_id": "a00233_00090",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00581_00452_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A dark, inclined conveyor belt continuously transports scattered clumps of brown earth and debris upwards towards a processing area near large white silos.",
+          "The camera begins a steady downward crane motion, shifting the frame to capture the rugged concrete foundations and heavy steel supports while the inclined belt remains partially visible in the upper corner.",
+          "The camera continues its controlled downward crane descent, moving entirely past the machinery base until the conveyor and its earthen cargo disappear from sight and only the shadowed dirt floor and scattered rocks remain.",
+          "The camera initiates a deliberate upward crane reversal, rising smoothly away from the ground level to bring the lower structural beams back into view as the focus gradually returns to the mid-height framework.",
+          "The camera completes its upward crane ascent, locking back onto the initial composition to fully restore the view of the dark inclined belt hauling brown soil clumps toward the large white silos under clear skies."
+        ]
+      }
+    },
+    "original_task_id": "a00581_00452",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00814_00048_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A vertical bandsaw blade steadily cuts through a thick, curved piece of lumber, following a blue marker line while sawdust accumulates on the black work surface.",
+          "The camera executes a steady, continuous pan to the left, deliberately shifting the lens away from the central workstation while maintaining a smooth horizontal velocity across the shop floor. This controlled movement reveals the adjacent wall-mounted storage racks packed with neatly organized hand tools, the faint reflection of overhead fluorescent lighting glinting off polished steel clamps, and the trailing edge of the black metal bandsaw table where a fresh crescent of pale yellow sawdust has just begun to settle, exposing how the natural grain of the surrounding pine shelving contrasts sharply with the industrial finish of the heavy machinery, all while the ambient hum of the workshop remains constant in the background.",
+          "The camera maintains its unbroken leftward pan, sweeping further across the room until the original cutting zone and the thick curved timber have completely vanished beyond the right frame boundary. The new composition exclusively highlights a large industrial dust collection unit mounted against the far concrete wall, its transparent plastic hose coiled neatly beside a heavy-duty rolling tool cabinet scarred with years of daily use, while natural daylight filters through a high transom window to cast long, soft shadows across a secondary workbench cluttered with measuring squares and grit sheets, confirming a full spatial displacement from the active machining area to a quiet storage corner.",
+          "The camera initiates a matching pan to the right, smoothly reversing its trajectory to begin the return sequence toward the primary cutting station. This deliberate horizontal shift gradually brings the wall-mounted hand tool racks back into view, captures the polished steel clamps once again catching the overhead fluorescent glow, and allows the trailing edge of the black metal bandsaw table to re-enter from the left side of the frame, while a fresh scattering of pale yellow sawdust becomes visible along the floorboards to trace the machine's recent path, methodically bridging the visual gap between the peripheral storage zone and the central workspace.",
+          "The camera completes its steady pan to the right, finally locking back onto the initial viewpoint to restore the original framing around the active bandsaw setup. The vertical cutting blade is now clearly positioned as it finishes its precise pass along the blue marker line, leaving a clean separation through the dense wood grain while a substantial mound of pale yellow sawdust rests undisturbed on the black work surface below, successfully re-establishing the primary woodworking scene with the cut segment slightly offset from the main block under bright workshop illumination that highlights the freshly exposed timber fibers."
+        ]
+      }
+    },
+    "original_task_id": "a00814_00048",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00923_00451_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blacksmith uses tongs and a metal bar to bend and separate the glowing red, heated arms of a metal workpiece resting on an anvil.",
+          "The camera cranes down from its initial height, framing the soot-stained iron anvil and scattered charcoal dust around its base.",
+          "The camera continues to crane down toward the workshop floor, showing only the cracked concrete ground and a pile of discarded scrap metal resting nearby.",
+          "The camera begins to crane up from the ground level, capturing the blacksmith's heavy leather apron and the worn wooden handle of a nearby hammer.",
+          "The camera cranes up to re-establish the original workspace, clearly showing the glowing red junction of the bent metal piece resting on the anvil as the blacksmith manipulates it with tongs."
+        ]
+      }
+    },
+    "original_task_id": "a00923_00451",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00132_00608_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A heavy mechanical press descends rapidly onto a glowing orange metal bar, forcefully crushing and flattening the hot steel against the lower die while debris scatters.",
+          "The camera initiates a smooth tracking motion to the right, gradually shifting the perspective away from the central forging station while maintaining a steady lateral pace across the industrial floor; the frame reveals the intense thermal radiation emanating from the freshly heated orange steel bar that continues to glow fiercely beneath the descending upper die of the heavy mechanical press, while small flakes of oxidized scale and scattered metallic debris accumulate on the worn lower die surface, all set against the dimly lit, soot-stained interior of the workshop where ambient heat shimmer distorts the surrounding air and heavy steel support columns anchor the massive hydraulic equipment to the reinforced concrete foundation.",
+          "The camera continues its uninterrupted tracking motion to the right, pushing the lateral displacement further until the central forging zone completely exits the frame and the original crushing action disappears from view entirely; the composition captures a cluttered row of heavy-duty storage racks filled with raw ingot blanks and coiled steel rods alongside a secondary grinding station equipped with abrasive wheels and coolant reservoirs, while stray sparks from distant welding operations illuminate the darkened periphery of the expansive manufacturing facility and dust particles drift slowly through the stagnant air near the concrete loading bays.",
+          "The camera initiates a deliberate tracking motion to the left, reversing the previous trajectory and beginning the paired return sequence that slowly guides the perspective back toward the central work zone; the lens captures the re-emerging edges of the massive press housing and heavy cast-iron guide columns while stray fragments of cooled slag and scattered metal shavings become visible on the workshop floor, all set against the backdrop of returning industrial elements like suspended cable reels and ventilation exhaust grates that gradually come back into alignment with the primary forging station.",
+          "The camera completes its smooth tracking motion to the left, fully restoring the original framing and re-establishing the central viewpoint that clearly displays the completed forging operation; the stabilized composition reveals the flattened and still-glowing orange steel bar resting securely on the lower die with its once-cylindrical shape now compressed into a broad rectangular plate, while the heavy upper press head remains fully descended and scattered flakes of dark oxidized scale lie strewn across the metallic work surface, all illuminated by the persistent radiant heat that continues to shimmer in the air around the freshly deformed workpiece."
+        ]
+      }
+    },
+    "original_task_id": "a00132_00608",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00785_00180_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hammer strikes a glowing orange metal rod placed on an anvil, repeatedly pounding the heated metal to flatten and elongate it.",
+          "The camera tilts upward away from the rough, pitted surface of the anvil, slowly revealing the blacksmith's hand gripping the long iron tongs while the glowing orange tip of the metal rod remains visible near the center of the frame.",
+          "The camera continues to tilt upward until the anvil and the heated metal rod are completely out of view, exposing the dark, soot-covered brick walls of the workshop and a faint, flickering light source from a forge in the background.",
+          "The camera tilts downward, moving past the heavy chains hanging from the ceiling and the blacksmith's leather apron, guiding the viewer's gaze back toward the workbench area where the metalworking is taking place.",
+          "The camera completes its downward tilt to re-establish the original action area, bringing the heavy steel anvil and the elongated, slightly cooling metal rod back into sharp focus as the hammering process is ready to resume."
+        ]
+      }
+    },
+    "original_task_id": "a00785_00180",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00550_00137_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blacksmith repeatedly strikes a glowing orange metal bar resting on an anvil with a hammer, shaping the heated material while sparks scatter upon impact.",
+          "The camera pans left across the workshop floor, and the frame captures a stack of weathered wooden planks and a rusted metal bucket resting near the tool rack.",
+          "The camera continues panning left, and the view shifts entirely to a shadowed storage corner lined with hanging leather aprons and a rack of cold steel chisels, leaving the anvil and glowing metal completely out of sight.",
+          "The camera begins panning right, and the frame sweeps past scattered iron filings and a sturdy workbench cluttered with heavy tongs and brass measuring gauges.",
+          "The camera completes its rightward pan to re-center the composition, and the original forging area returns into view with the heavy anvil and the intensely glowing orange metal bar clearly illuminated under the overhead lights."
+        ]
+      }
+    },
+    "original_task_id": "a00550_00137",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_01537_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A rocket engine ignites on a test stand, transitioning from billowing white vapor to a massive, expanding plume of bright orange fire and exhaust gases erupting downward.",
+          "The camera initiates a steady, mechanical tilt downward, gradually shifting the optical axis away from the elevated support structure and tracking the initial phases of the propulsion sequence as the viewpoint migrates toward the launch pad infrastructure, revealing the thick, billowing white vapor that violently erupts from the circular nozzle assembly, capturing the dense, turbulent clouds as they swirl outward and temporarily obscure the intricate steel framework of the test stand while highlighting the stark visual contrast between the pristine industrial machinery, the reinforced concrete drainage trenches, and the raw, uncontrolled thermal energy being released during the critical static fire test.",
+          "The camera maintains its relentless downward tilt, carrying the viewer's perspective completely past the ignition zone and the surrounding support apparatus until the rocket engine and its fiery exhaust are entirely eliminated from the visual field, presenting a fully displaced composition now dominated by the rugged, water-stained concrete pad and the expansive network of drainage trenches that crisscross the test site, revealing scattered thermal debris, heat-discoloration patterns on the pavement, and the distant perimeter fencing that marks the secure boundary of the launch facility while establishing a grounded, terrestrial context far removed from the mechanical drama occurring just outside the shot.",
+          "The camera begins a controlled upward tilt, reversing its previous trajectory and gradually lifting the frame away from the desolate concrete pad and drainage infrastructure that had dominated the lower perspective, sweeping back across the heat-scorched ground surface and the shadowed contours of the test site while slowly recovering the structural elements of the launch mount as the bright, incandescent glow of the burning propellant starts to bleed into the lower edges of the composition and the intense orange flames begin to illuminate the surrounding steel framework with a fierce, pulsating radiance.",
+          "The camera completes its upward tilt, seamlessly restoring the original overhead perspective and bringing the rocket engine, its massive support truss, and the violently expanding plume of bright orange fire back into sharp, centralized focus, once again capturing the full spectacle of the static test as the circular nozzle assembly channels a tremendous, roaring torrent of superheated exhaust gases directly into the reinforced deflector pit below while revealing the intricate lattice of steel beams, the billowing white and orange vapor clouds, and the stark industrial geometry of the test stand against the dusty terrain."
+        ]
+      }
+    },
+    "original_task_id": "a00106_01537",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_00563_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A small rectangular object on the ground violently erupts, shooting a dense fountain of bright orange sparks and intermittent white flashes into the darkness while releasing clouds of smoke.",
+          "The camera tilts downward, and the coarse, dry earth immediately surrounding the ignition site fills the lower frame as the initial spray of golden embers scatters across the dirt.",
+          "The camera continues its steady downward tilt, and only the shadowed, uneven soil and scattered pebbles beneath the blast zone remain in view while the eruption stays completely out of sight.",
+          "The camera initiates a smooth upward tilt, and the lower perimeter of the testing ground reappears where faint, drifting tendrils of gray smoke hover just above the darkened terrain.",
+          "The camera completes its upward return motion, and the original blast zone re-centers in the frame to clearly show the small rectangular casing still violently ejecting a dense fountain of bright orange sparks and thick white smoke into the night."
+        ]
+      }
+    },
+    "original_task_id": "a00843_00563",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00107_00694_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A gloved hand presses a metal chisel against a rapidly spinning wooden block mounted on a lathe, carving away material and sending a spray of wood shavings into the air as the surface is smoothed.",
+          "The camera arcs smoothly clockwise around the workshop setup, shifting the perspective to capture the lateral view of the lathe while the gloved operator continues to apply the metal chisel to the rapidly spinning wooden block. As the lens rotates, the frame highlights the dynamic spray of wood shavings being ejected from the contact point, emphasizing the texture of the accumulating sawdust on the metal tool rest and the subtle vibration of the machine components under the pressure of the carving process. The motion maintains a steady pace, keeping the interaction between the tool and the wood as the focal point while gradually introducing the cluttered background of the workbench filled with various woodworking accessories, such as small bottles of glue and discarded metal fragments, which sit coated in a layer of fine dust. The clockwise movement enhances the sense of three-dimensionality, revealing the curvature of the wooden piece as it rotates and the way the light catches the swirling patterns in the wood grain.",
+          "The camera continues its clockwise arc past the active carving station, sweeping the view away from the spinning wood and chisel until the lathe mechanism disappears entirely from the frame. This displacement reveals the broader context of the dusty workshop floor, focusing instead on a pile of raw timber logs and a heavy wooden stump resting near the periphery of the workspace. The rotation brings into view the scattered debris of previous projects, including small plastic containers and metal scraps resting on a secondary workbench, while the lighting shifts to catch the dust motes floating in the air near the edge of the room. The original action of smoothing the wooden block is completely obscured, replaced by the static stillness of the stored materials and the textured surface of the sawdust-covered ground. The lens lingers momentarily on a weathered wooden block with a central hole, emphasizing the rustic and utilitarian nature of the environment before the view becomes fully detached from the immediate activity of the lathe.",
+          "The camera initiates a counterclockwise arc to reverse the previous trajectory, swinging back from the area of stored timber logs toward the central workspace. As the lens pivots, the frame tracks across the rough, dust-laden concrete floor, catching glimpses of the heavy wooden stump and the scattered metal tools that mark the path back to the lathe. The motion is deliberate and mirrored, retracing the environmental context established during the departure phase while the ambient workshop sounds of the machinery become more distinct as the viewpoint approaches the source. The rotation gradually aligns the perspective with the direction of the machine, preparing to reintroduce the active carving scene by sweeping past the secondary workbench cluttered with adhesive bottles and small hardware items. The counterclockwise movement smoothly transitions the focus from the static background elements back toward the dynamic center of the room, anticipating the return of the spinning wood and the operator's steady hand.",
+          "The camera completes the counterclockwise arc and settles back into the original close-up position, fully re-establishing the view of the lathe where the gloved hand is firmly pressing the metal chisel against the now-smoothed wooden block. The spinning wood fills the frame once more, displaying the refined surface texture achieved through the carving process, while a continuous stream of fine wood shavings sprays outward from the contact point. The focus sharpens on the interaction between the tool and the material, highlighting the precision of the operator's grip and the rhythmic removal of material as the lathe rotates at high speed. This return to the initial viewpoint confirms the continuity of the action, showcasing the progress made on the wooden object amidst the chaotic yet controlled environment of the woodworking station. The camera stabilizes, allowing the viewer to observe the final stages of shaping the bowl, with the dust-covered gloves and the gleaming metal of the chisel contrasting against the warm tones of the turning timber."
+        ]
+      }
+    },
+    "original_task_id": "a00107_00694",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00550_00045_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blacksmith repeatedly strikes a glowing orange rectangular metal billet held by tongs on an anvil with a heavy hammer, deforming the hot steel as small sparks scatter with each impact.",
+          "The camera begins a steady pan left, and the frame reveals a stack of cooling metal tongs resting against a rough brick wall in the shadowed corner of the forge.",
+          "The camera continues the leftward pan, and the original action area disappears from view, leaving only a dusty shelf lined with iron files and a dim blue work light visible in the shot.",
+          "The camera reverses direction and starts a pan right, and the view captures a cluttered background where leather aprons hang from wooden hooks before the soot-stained anvil reappears at the edge.",
+          "The camera completes the pan right, and the original forging scene returns to focus, clearly displaying the blacksmith's hammer striking the glowing orange billet on the anvil with sparks scattering across the dark surface."
+        ]
+      }
+    },
+    "original_task_id": "a00550_00045",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00270_00023_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "An Uzbekistan Airways airplane lands on a wet runway, creating a large rooster tail of water spray as its wheels make contact and spoilers deploy on the wings.",
+          "The camera tilts upward as the aircraft makes initial contact with the ground; the frame captures the blue and white Uzbekistan Airways fuselage gliding just above the rain-slicked tarmac with a sudden burst of spray from the main landing gear.",
+          "The camera continues tilting upward until the landing strip completely vanishes from view; the shot displays only the dense overcast sky and the rusted upper sections of distant perimeter lighting towers against the heavy gray clouds.",
+          "The camera tilts downward to initiate the return sweep; the view reveals the dark boundary treeline and the amber glow of the approach path indicators emerging from the lower edge of the frame.",
+          "The camera completes its downward tilt to restore the original perspective; the frame clearly shows the Boeing 767-300ER rolling down the wet runway with its wing spoilers fully deployed and a massive rooster tail of water erupting behind the tires."
+        ]
+      }
+    },
+    "original_task_id": "a00270_00023",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00743_01705_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person throws a yellow disc that flies high through the air, gliding past green trees toward a metal disc golf basket with hanging chains.",
+          "The camera initiates a smooth pan to the left, keeping the yellow disc soaring through the air and the metal basket with hanging chains visible in the foreground as the perspective shifts slightly away from the center of action.",
+          "The camera continues the leftward pan, sweeping past the throwing zone until the player and the disc golf target are completely absent, revealing only a dense cluster of sunlit underbrush and a fallen log covered in moss.",
+          "The camera changes direction and begins a deliberate pan to the right, gliding back over the blurred greenery and the rough texture of a nearby tree trunk, preparing to reframe the original setting.",
+          "The camera finalizes the return pan to the right, re-establishing the original viewpoint where the metal disc golf basket with its silver chains is clearly visible again, centered in the frame as the yellow disc completes its approach."
+        ]
+      }
+    },
+    "original_task_id": "a00743_01705",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00815_00446_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skateboarder in a white shirt grinds along a metal railing, loses balance while dismounting, and falls hard onto the concrete pavement, sliding on his back.",
+          "The camera begins a steady counterclockwise orbit around the plaza, tracking the skateboarder in the white graphic tee as he grinds his trucks along the silver metal railing, capturing the tension in his posture against the backdrop of passing vehicles and the urban street environment.",
+          "The camera continues its counterclockwise sweep, panning away from the rail to focus entirely on the adjacent street corner where a silver hatchback is parked near a thick tree trunk, effectively removing the skateboarder and the initial obstacle from the frame to highlight the empty space he is about to occupy.",
+          "The camera reverses direction with a smooth clockwise orbit, swinging back past the textured bark of the plane tree and the grey concrete pavers, gradually revealing the chaotic energy of the street as the view shifts from the static parked cars back toward the area where the skater landed.",
+          "The camera completes its clockwise return to the original vantage point, firmly re-establishing the scene to show the skateboarder sprawled on his back on the pavement, sliding to a rest near the tree base with his board lying detached nearby, marking the conclusion of the failed trick."
+        ]
+      }
+    },
+    "original_task_id": "a00815_00446",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00815_00919_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skateboarder with long hair rides toward a metal rail, jumps onto it to attempt a grind, loses balance, and falls off onto the concrete pavement, sliding along the ground.",
+          "The camera initiates a steady downward tilt, revealing the sun-bleached concrete pavement and the vertical support posts of the metal rail.",
+          "The camera continues its smooth downward tilt, filling the frame with a patch of dry grass and a weathered red curb while the original skating zone remains completely hidden.",
+          "The camera begins a controlled upward tilt, bringing the shadowed trunk of a large oak tree and the adjacent green lawn into view.",
+          "The camera completes the upward tilt, restoring the original plaza scene where the long-haired skateboarder slides across the sunlit concrete near his overturned board."
+        ]
+      }
+    },
+    "original_task_id": "a00815_00919",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00903_00080_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A BMX rider launches off a high concrete ledge, soaring through the air before crashing hard onto the pavement, causing the bike and rider to tumble and roll across the ground.",
+          "The camera tilts upward, tracking the BMX rider as he propels himself off the high concrete ledge, revealing the expansive gray stone cladding of the building and the vertical lines of the window frames that dominate the background.",
+          "The camera continues its upward tilt, moving past the rider's initial launch point to focus exclusively on the upper levels of the modern structure, framing the blank concrete surfaces and distant foliage while the street and the crashing rider are completely excluded from the shot.",
+          "The camera begins a smooth downward tilt, descending from the upper architectural details and sweeping back toward the ground, guiding the viewer's attention away from the sky and back toward the urban plaza where the event took place.",
+          "The camera completes its downward tilt to restore the original perspective, bringing the paved plaza back into full view where the rider lies curled on the ground next to his bicycle, with the base of the stairs and nearby parked cars clearly visible again."
+        ]
+      }
+    },
+    "original_task_id": "a00903_00080",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00786_02269_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A bowler releases a black ball down a wooden lane. The ball rolls rapidly toward the white pins with red stripes, striking the formation and sending the pins scattering and tumbling across the deck.",
+          "The camera begins a smooth pan left, and the frame captures the gleaming black bowling ball as it accelerates down the polished maple lane toward the waiting white pins.",
+          "The camera continues the leftward pan, and the view shifts entirely to a dimly lit service corridor where the bowling lane and pins are completely absent from the shot.",
+          "The camera initiates a steady pan right, and the shot sweeps past the darkened side walls to gradually bring the glossy wooden gutters and pin deck back into focus.",
+          "The camera completes the rightward pan, and the perspective re-centers on the alley to clearly display the scattered white pins with red stripes tumbling across the dark sweep area after the impact."
+        ]
+      }
+    },
+    "original_task_id": "a00786_02269",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00629_00640_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hockey player in a black jersey skates with the puck while being pursued by an opponent. He loses his balance, falls to the ice, and slides forcefully into the boards.",
+          "The camera initiates a deliberate crane down motion, steadily lowering its elevated broadcast perspective toward the frozen playing surface while maintaining a smooth vertical trajectory; as the optical axis descends, the frame clearly captures the black-jerseyed forward gliding across the freshly resurfaced ice with precise stick control as his white-clad defender aggressively closes the distance along the adjacent hash marks, all illuminated by the harsh overhead arena lights that cast sharp reflections across the cold expanse and highlight the vibrant advertising graphics mounted along the perimeter boards, effectively setting the stage for the impending physical engagement near the defensive zone where the players' blades continue to carve intricate patterns into the compacted snow, creating a dynamic visual contrast between the swift athletic movement and the rigid, frozen environment that demands constant balance and precision.",
+          "The camera continues its steady crane down trajectory, pushing the optical viewpoint further toward the rink floor until the initial skating zone completely disappears from the frame; as the descent reaches its lowest point, the lens now frames only the textured grooves and snow spray accumulating along the yellow kickplate at the base of the dasher boards, where the harsh overhead spotlights cast long, distorted shadows across the damp rubber matting and reveal the intricate network of skate marks etched into the cold, hard surface beneath the protective glass, completely isolating the foundational elements of the arena infrastructure while the dynamic player movement vanishes entirely from sight, leaving only the stark, unyielding materials of the rink's lower boundary in full view, where the accumulated ice shavings and moisture create a gritty, textured landscape that emphasizes the mechanical durability required for professional competition.",
+          "The camera begins a controlled crane up maneuver, gradually elevating its position away from the floor-level perspective and reclaiming the vertical space above the ice; as the ascent progresses, the frame slowly reintroduces the lower sections of the transparent acrylic barrier along with the metallic stanchions that secure the rink glass, allowing the ambient arena atmosphere to filter back into view through the subtle reflections on the curved safety panels and the distant blur of spectator seating that begins to emerge in the upper periphery, effectively bridging the gap between the grounded structural details and the broader competitive environment that awaits reentry into the composition, gradually restoring the spatial context necessary to understand the full scope of the game while the rising perspective reveals the interplay of artificial illumination and translucent materials that define the modern hockey arena experience.",
+          "The camera completes its steady crane up sequence, restoring the original broadcast elevation and aligning the optical axis back toward the center of the playing surface; as the viewpoint stabilizes, the frame clearly reveals the fallen athlete in the black jersey sliding to a halt against the padded boards while his stick lies discarded on the frosty expanse, surrounded by the scattered markings of the defensive zone and the crisp boundary lines that frame the intense physical confrontation now fully visible once more, successfully returning the audience to the primary point of interest where the impact and subsequent recovery unfold under the bright stadium illumination, re-centering the narrative on the critical moment of athletic collision and ensuring that the viewer's attention is firmly anchored to the original action zone as the sequence reaches its conclusive visual resolution."
+        ]
+      }
+    },
+    "original_task_id": "a00629_00640",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00204_01516_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Two players in yellow shirts vigorously sweep the ice with brooms in front of a sliding yellow curling stone, guiding its path down the rink towards the target circle.",
+          "The camera tracks right, shifting the view along the polished white ice to reveal the blue sideboards and the red and blue \"World Curling\" logos as the sweepers continue their motion.",
+          "The camera continues tracking right, panning completely away from the athletes until the yellow shirts and the sliding stone are no longer visible, leaving only the empty ice sheet and the green \"Arla\" logo in the frame.",
+          "The camera tracks left, reversing direction along the rink boundary to bring the blue \"Swedish Winter Sports Research Centre\" advertisement back into view as the lens moves toward the active play area.",
+          "The camera tracks left to re-establish the original viewpoint, centering the frame once more on the two players in yellow shirts vigorously sweeping the ice in front of the yellow stone as it sits within the blue target circle."
+        ]
+      }
+    },
+    "original_task_id": "a00204_01516",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00206_00877_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Large chunks of white ice are dropped into a clear glass resting on a white surface, landing at the bottom one by one.",
+          "The camera begins panning right, shifting the clear glass and its smooth white countertop toward the left edge of the frame while maintaining a steady overhead perspective.",
+          "The camera continues panning right, revealing only an unmarked expanse of the bright white surface and soft ambient lighting while the original drinking setup remains completely out of sight.",
+          "The camera starts panning left, sweeping across the pristine table area to bring the workspace edge and subtle shadow gradients into view as it retraces its previous trajectory.",
+          "The camera completes panning left, re-centering the frame to clearly show the clear glass on the white surface, now holding the accumulated ice chunks under steady lighting."
+        ]
+      }
+    },
+    "original_task_id": "a00206_00877",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00903_00032_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person wearing a purple hat rides a blue BMX bike toward a low metal rail, attempts to grind along it, slips off the bike mid-trick, and tumbles onto the sidewalk.",
+          "The camera initiates a smooth lateral track to the left, steadily advancing along the quiet residential street while revealing a green municipal trash bin positioned beside a weathered wooden fence that borders the front lawn. The overcast daylight softly illuminates the damp asphalt roadway, highlighting faded white lane markings and a row of parked vehicles that includes a bright red hatchback alongside a dark gray sedan stationed near the curb, as the tracking movement continues at a consistent pace to capture the textured brick facade of a nearby house and the neatly trimmed grass verges shifting toward the right edge of the composition.",
+          "The camera persists in its uninterrupted leftward tracking motion, deliberately sweeping past the initial stunt zone to frame a tall corrugated metal gate marked with faded white graffiti tags alongside a narrow paved driveway that leads toward a secondary brick residence. Leafless spring trees sway gently against a muted gray sky, their bare branches contrasting with a series of identical utility boxes and concrete drainage grates that line the edge of the empty roadway, while the continuous lateral glide leaves the original riding location completely behind to present only distant parked cars and residential fencing within the newly established viewpoint.",
+          "The camera reverses its trajectory with a controlled rightward tracking sequence, smoothly gliding back toward the initial performance area while gradually reintroducing familiar streetscape elements into the composition. As the lens moves past the same concrete drainage grates and residential boundary structures, the damp asphalt and neatly trimmed grass verges reappear under the flat overcast lighting, while the distant silhouette of a brick house slowly emerges on the right side of the frame to allow parked vehicles and weathered wooden fences to slide back into view as the perspective steadily converges toward the original riding corridor.",
+          "The camera completes its synchronized rightward tracking maneuver, settling precisely into the original vantage point to clearly reframe the aftermath of the failed trick on the concrete curb. The blue BMX bicycle rests upside down against the low metal rail, its thick tires pointing skyward while the fallen rider sits slumped on the gray pavement, adjusting his purple beanie and brushing dirt from his black jacket, as surrounding details like the chipped white door of the adjacent house and scattered green grass patches remain sharply in focus under the flat daylight to fully restore the initial action zone and capture the exhausted posture of the cyclist exactly where the sequence began."
+        ]
+      }
+    },
+    "original_task_id": "a00903_00032",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00280_00363_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skier descends rapidly down a steep, snow-covered mountain slope, navigating around scattered dark rocks while kicking up a large spray of white powder with each turn.",
+          "The camera begins a steady clockwise orbit around the mountain face, capturing the sunlit granite boulders and the trailing plume of fresh powder as the skier carves downward.",
+          "The camera continues the same clockwise arc, shifting the frame entirely away from the descent to reveal a distant, shadowed ridge line draped in wind-swept snowdrifts.",
+          "The camera initiates a counterclockwise orbit to reverse the trajectory, panning back across frost-covered scree fields and catching the sharp glint of sunlight on exposed rock faces.",
+          "The camera completes the counterclockwise return swing, realigning with the initial perspective to bring the steep snowy slope back into view where the skier navigates past scattered dark boulders."
+        ]
+      }
+    },
+    "original_task_id": "a00280_00363",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00238_00133_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Glass marbles roll along carved wooden tracks, dropping into curved channels and striking a pivoting wooden hammer that swings back and forth.",
+          "The camera smoothly cranes downward while maintaining a perfectly level horizon, gradually shifting the visual focus away from the upper rolling assembly toward the foundational timber supports of the marble run; this deliberate vertical descent reveals the intricate joinery of the light-colored pine base where polished glass marbles with swirling blue and green cores rest momentarily in carved wooden recesses before continuing their kinetic journey under soft diffused daylight that highlights subtle grain patterns and precise router marks along every track edge while emphasizing the careful craftsmanship involved in constructing this mechanical toy that rests securely upon the slatted workbench, where the natural amber tones of the hardwood provide a warm contrast to the cool translucence of the rolling spheres as they navigate the carefully calibrated slopes designed to maintain consistent velocity throughout the entire course.",
+          "The camera continues its controlled crane down motion, steadily descending past the midpoint of the support structure until the upper marble tracks and swinging hammer mechanism completely disappear beyond the top edge of the frame; this fully displaced viewpoint isolates the interlocking wooden blocks that form the stable foundation along with scattered wood shavings and fine sawdust resting on the warm-toned slatted surface while natural ambient light casts soft shadows across the dovetail-style connections to reveal the precise alignment of vertical posts and horizontal rails that quietly distribute the structural load, creating a grounded composition that emphasizes the raw materiality and unadorned beauty of the construction process without any distracting kinetic elements to draw the eye away from the sturdy craftsmanship.",
+          "The camera reverses its trajectory with a smooth crane up motion, steadily rising from the foundational base toward the midsection of the wooden apparatus while keeping the lens perfectly level; this initial phase of the return movement gradually brings back into view the lower curved transition channels and the precisely routed grooves where the glass marbles accelerate before launching toward the impact zone under consistent overhead lighting that accentuates the clean geometric lines of the vertical support columns and the metallic pivot pin embedded in the swinging hammer arm, reorienting the viewer toward the central mechanism while carefully tracing the path of the marbles as they prepare to trigger the next cycle of kinetic energy transfer through the handcrafted assembly.",
+          "The camera completes its upward crane motion, returning to the exact original elevation and perfectly re-establishing the full operational view of the marble run system; this final shot restores the complete kinetic scene where the carved wooden tracks guide the translucent blue and green glass marbles into the curved catch basin to precisely strike the pivoting wooden hammer and set it into a rhythmic back-and-forth swing under bright natural illumination that emphasizes the smooth finish of the router-cut channels and the subtle wear marks on the impact block, clearly displaying the harmonious interaction between the rolling spheres and the handcrafted wooden mechanism exactly as it appeared before the camera departure while the surrounding slatted background remains softly out of focus."
+        ]
+      }
+    },
+    "original_task_id": "a00238_00133",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00783_00136_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A shirtless man in green shorts runs across a wooden platform and leaps off the edge, falling through the air before splashing heavily into the murky water below.",
+          "The camera initiates a smooth downward tilt, tracking the shirtless man in green shorts as he sprints across the weathered wooden planks of the elevated platform structure.",
+          "The camera maintains the downward tilt, shifting the frame entirely away from the high deck to capture the murky brown water and the large concrete alligator sculpture on the shore.",
+          "The camera begins a steady upward tilt, rising from the chaotic splash zone to reveal the dark, rippling surface of the pond and the nearby floating plywood dock.",
+          "The camera completes the upward tilt, bringing the wooden railing and the tattered black flags back into the frame to re-establish the original launching point of the jump."
+        ]
+      }
+    },
+    "original_task_id": "a00783_00136",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00651_01301_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Turbulent white foam churns and bubbles vigorously across the surface of dark green water, creating a splashing wake that continuously expands and mixes with the surrounding ripples.",
+          "The camera initiates a steady clockwise orbital sweep along the water's edge, and the vigorous churn of turbulent white foam fractures into bubbled clusters across the dark green surface.",
+          "The camera continues its uninterrupted clockwise rotation away from the disturbance, and a calm expanse of undisturbed dark green water marked by faint concentric ripples and scattered sunlight glints fills the frame.",
+          "The camera begins a deliberate counterclockwise orbital trajectory back toward the source, and the trailing edge of the expanding froth merges with fresh bubbles across the darker liquid.",
+          "The camera completes its counterclockwise orbital return to the starting position, and the turbulent white foam vigorously churns and splashes across the dark green water exactly as before."
+        ]
+      }
+    },
+    "original_task_id": "a00651_01301",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00561_00108_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand dangles a crawfish just above the calm water surface until a large fish suddenly lunges upward, snatching the bait in its mouth and creating a violent splash as it thrashes back down.",
+          "The camera initiates a smooth counterclockwise orbital trajectory along the water's edge, gradually shifting its perspective away from the initial strike zone while maintaining a steady horizontal plane; as the lens continues its deliberate rotation, the frame captures the dark glassy surface of the pond reflecting the overhanging green willow branches alongside the lingering concentric ripples that slowly expand outward from where the predatory fish violently thrashed moments before, with faint sunlight glinting off the disturbed droplets suspended in the humid air and the muddy shoreline vegetation gently swaying in the quiet breeze, framing a tranquil natural setting.",
+          "The camera maintains its continuous counterclockwise orbital path, sweeping further along the perimeter to completely abandon the original feeding location while tracking the natural curvature of the embankment; in this fully displaced perspective, the viewer observes a dense thicket of cattails and submerged aquatic weeds dominating the foreground as their rustling leaves catch the dappled sunlight while the calm water stretches toward a weathered wooden dock in the distance, shifting the visual focus entirely to a quiet cove where dragonflies hover above the reeds and smooth river stones line the shallow bank.",
+          "The camera reverses its directional momentum and begins a deliberate clockwise orbital sweep, steadily guiding the viewpoint back toward the central aquatic stage while compensating for the earlier lateral displacement; through the shifting aperture, the frame gradually reintroduces the familiar shoreline contours and the glossy water surface where scattered patches of floating duckweed drift lazily in the gentle current and the damp earth of the bank glistens under the steady afternoon illumination, marking a steady navigational return as distant bird calls echo across the still air and cumulus clouds reflect on the liquid mirror.",
+          "The camera completes its clockwise orbital rotation and locks back onto the original strike zone, perfectly realigning the optical axis to restore the initial compositional framing while stabilizing all lateral drift; within the re-established view, the turbulent water surface continues to settle into expanding rings as the dark silhouette of the submerged predator remains faintly visible beneath the murk and the overhanging willow branches once again drape into the upper frame, documenting the settling aftermath as residual bubbles pop near the muddy bottom and the discarded crawfish shell drifts through the sunlit water."
+        ]
+      }
+    },
+    "original_task_id": "a00561_00108",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00102_01345_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A mesh strainer filters a translucent pink liquid into a dark bowl, with thin streams dripping down to create ripples and clusters of bubbles on the surface of the red juice.",
+          "The camera tracks right to reveal the wooden table surface surrounding the dark bowl, while the mesh strainer remains positioned above the vibrant red liquid as fresh pink streams continue to drip and disturb the glossy surface with expanding bubbles.",
+          "The camera continues tracking right, shifting the frame completely away from the bowl and strainer to focus on the adjacent section of the rustic wooden worktable, where soft natural light highlights the grain of the timber and a blurred glass jar sitting in the background.",
+          "The camera tracks left to begin the return movement, bringing the edge of the dark ceramic bowl back into view while the surrounding wooden surface slides past, suggesting the approach to the juice preparation area where the pink liquid is being collected.",
+          "The camera completes its track left to re-establish the original viewpoint, centering the dark bowl once again as the mesh strainer filters translucent pink streams into the red juice, causing new clusters of bubbles to form and ripple across the shiny surface."
+        ]
+      }
+    },
+    "original_task_id": "a00102_01345",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00503_01377_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person directs a high-pressure water spray from a nozzle along a dirty stone window sill and brick wall, washing away grime and debris as the stream moves back and forth across the surface.",
+          "The camera initiates a steady lateral pan left, smoothly tracking along the exterior brickwork while the high-pressure spray continues its rhythmic sweeping motion across the weathered stone ledge, revealing the stark contrast between the freshly rinsed surface and the accumulated layers of stubborn grime that cling to the lower masonry, with bright afternoon sunlight catching the fine mist as it drifts downward onto the damp soil and tangled green foliage below, highlighting the intricate texture of the wet bricks and the deliberate, methodical progress of the cleaning operation as the nozzle steadily advances toward the shadowed corner of the garden bed, where dense mature climbing vines cast dappled patterns across the dampened wall surface while the operator maintains a firm grip on the heavy hose assembly to ensure consistent water pressure throughout the entire washing sequence without interrupting the smooth visual transition across the residential facade and surrounding landscaping elements.",
+          "The camera continues its uninterrupted lateral pan left, drifting past the original cleaning zone until the window sill and active spray are completely excluded from the frame, showcasing a broader section of the red brick exterior wall that is heavily shaded by overhanging tree branches, where scattered leaves rest against the mortar lines and a narrow drainage channel runs parallel to the foundation, illuminated by filtered daylight that emphasizes the rough texture of the aged masonry and the quiet stillness of this untouched garden corner, far removed from the initial washing activity, while the lens steadily captures the intricate patterns of creeping ivy that climb vertically up the dampened surfaces, highlighting how natural vegetation gradually integrates with the architectural stonework over many seasons of exposure to rainfall, creating a serene botanical tableau that stands in quiet contrast to the maintenance task.",
+          "The camera initiates a deliberate lateral pan right, smoothly retracing its previous path along the brick facade while the frame gradually reveals a cluster of leafy shrubs growing near the base of the wall, where droplets of residual moisture cling to the vibrant green foliage and cast reflections under the bright sun, emphasizing the lush vitality of the garden planting and the boundary between the cultivated vegetation and the structural masonry, as the steady movement begins to pull the viewer back toward the focal point of the cleaning sequence, while the shifting perspective slowly brings the white painted window frame back into view, revealing how the light catches the dampened stone ledge and highlights the clean streaks left by the water, contrasting with the areas awaiting treatment, restoring the familiar composition for the reestablishment of the washing activity.",
+          "The camera completes its steady lateral pan right, smoothly returning to the initial vantage point while the frame fully captures the freshly cleaned stone window sill and surrounding red brick wall once more, showcasing the transformation achieved by the high-pressure spray as water continues to sheet off the masonry, with sunlight gleaming off the wet surface and illuminating the white window frame that stands out against the saturated bricks, while the operator adjusts the nozzle angle to rinse away the last traces of loosened debris, leaving the feature visibly refreshed and free of accumulated grime, as the mist settles onto the garden bed and allows viewers to appreciate the removal of dirt and the polished appearance of the residential facade under the afternoon sky."
+        ]
+      }
+    },
+    "original_task_id": "a00503_01377",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00440_01043_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire rolls over a row of colorful balloons with faces drawn on them, popping them sequentially from right to left and spraying water onto the concrete.",
+          "The camera tilts down from the initial mid-level perspective, shifting the focus toward the ground as the black rubber tire begins to crush the green and blue balloons, highlighting the wet concrete texture and the spray of water escaping the latex.",
+          "The camera continues its downward tilt, completely displacing the original action area from the frame so that the car tire and the row of balloons are no longer visible, leaving only the stained, damp pavement and scattered water droplets in view.",
+          "The camera begins to tilt upward, initiating the return motion as the frame starts to recapture the lower section of the scene, bringing the wet sheen on the concrete and the deflated remnants of the pink balloon back into the bottom of the shot.",
+          "The camera completes the upward tilt to re-establish the original viewpoint, clearly displaying the entire row of popped balloons with their distorted emoji faces lying flat on the wet ground alongside the silver car wheel and tire."
+        ]
+      }
+    },
+    "original_task_id": "a00440_01043",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00705_00059_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Popcorn pieces fall into a black pan containing yellow liquid eggs, accumulating on the surface, before a wooden spatula stirs the mixture, blending the white popcorn into the cooking eggs.",
+          "The camera tracks left, sliding the view along the rim of the black pan to reveal the textured inner surface and the wooden spatula tip, while the yellow egg mixture and floating popcorn kernels drift out of the frame toward the right.",
+          "The camera continues its leftward pan, fully displacing the cooking area to focus on the dark stovetop grates and the matte exterior curve of the skillet handle, leaving the bubbling contents completely out of sight in the shadowed background.",
+          "The camera tracks right, reversing direction to sweep back across the dark metallic burner and the skillet's handle, gradually restoring the view of the pan's edge as the lighting catches the sheen of the cookware material.",
+          "The camera finishes its rightward movement to re-establish the center frame on the black pan, showing the wooden spatula mixing the white popcorn into the yellow eggs, with the sizzling liquid and popped kernels clearly visible in their final cooking state."
+        ]
+      }
+    },
+    "original_task_id": "a00705_00059",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00787_00007_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blue balloon drops onto a stone floor and bounces, rebounding upwards and falling back down multiple times in a rhythmic motion.",
+          "The camera initiates a steady pan right along the textured floorboards, smoothly tracking past the chipped edges and faded varnish; the frame now captures a neglected storage corner where a row of rusted metal shelves stands against a damp concrete wall, holding fractured glass jars and tangled ropes that catch the ambient glow of a flickering overhead bulb suspended from a blackened ceiling beam, while a stack of mildewed wooden crates marked with faded shipping labels rests near a narrow window sealed with grime that allows only a thin ribbon of grey afternoon light to slice across the accumulated layers of dirt and scattered cobwebs clinging to the rough brickwork, casting deep amber shadows that slowly migrate across the cracked plaster as the mechanical whir of the lens housing underscores the quiet transition away from the central impact zone entirely.",
+          "The camera continues its deliberate pan right across the dimly lit expanse, smoothly gliding past the weathered support pillars and scattered equipment; the view now reveals a completely different section of the warehouse where heavy canvas tarps drape over unidentifiable machinery, illuminated by the harsh glare of a single industrial work lamp mounted on a rolling cart, while the cold stone flooring gives way to compacted earth and scattered gravel that stretches toward a reinforced steel door marked with peeling hazard warnings, ensuring that the initial bouncing zone has disappeared from the frame as the lens sweeps past empty shelving units coated in thick grey dust and a collapsed cardboard box resting near a drainage grate that echoes with the drip of condensation from a leaking overhead pipe, casting elongated silhouettes against the damp masonry walls while the stale air carries the scent of oxidized metal and aged timber throughout the deserted corridor.",
+          "The camera reverses its trajectory with a controlled pan left across the shadowed corridor, steadily retracing its path past the damp masonry walls and oxidized fixtures; the composition now brings the familiar warehouse interior back into view, where the scattered gravel and compacted earth gradually transition back into the original weathered stone tiles, illuminated by the soft ambient glow of distant skylights filtering through accumulated grime, while the heavy canvas tarps and industrial cart slowly slide toward the right edge of the frame, reorienting the viewer toward the central open space where the rhythmic activity originally unfolded, accompanied by the hum of settling infrastructure and the faint rustle of loose papers shifting across the surface as the lens realigns with the primary focal point of the abandoned room, casting diagonal shadows that stretch across the chipped plaster and fractured floorboards while the cool evening breeze drifts through the ventilation shafts, stirring the atmosphere.",
+          "The camera completes its return pan left across the expansive floor, smoothly centering the frame on the familiar stone tiling to fully restore the initial vantage point; the shot now displays the blue balloon continuing its rhythmic bouncing motion against the worn wooden planks, illuminated by the wash of cool artificial lighting that highlights the scuffed surfaces and scattered dust, while the surrounding warehouse architecture remains static in the background, confirming that the primary subject has remained in place throughout the cinematic excursion, with the soft rubber impacts echoing against the cold masonry walls as the lens finally locks onto the repeating vertical trajectory, capturing the deformation of the inflated sphere upon each descent and the sway of its knotted neck against the dimly lit ground, casting elastic shadows that ripple across the cracked grout lines while the temperature drops slightly near the exposed brick columns, grounding the scene in tangible realism."
+        ]
+      }
+    },
+    "original_task_id": "a00787_00007",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00447_00579_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A decorated car tire rolls forward over a line of colorful water balloons, sequentially bursting them and spraying water onto the red surface covered in confetti.",
+          "The camera executes a smooth clockwise orbit that steadily pivots around the entire festive arrangement, and the frame reveals how the polished silver alloy wheel embellished with a continuous band of golden rhinestones and cheerful emoji decals gradually advances over the initial yellow and pink water balloons while the untouched green, blue, and magenta spheres still rest in a neat row beneath the heavy black rubber tread, their stretched latex surfaces gleaming under the bright overhead lighting as early sprays of clear liquid erupt and scatter across the deeply textured crimson carpet that is thoroughly littered with iridescent confetti strips and scattered glass beads.",
+          "The camera continues its deliberate clockwise rotation that fully shifts the viewing angle away from the central zone, and the frame displays only the empty expanse of the deep red felt surface stretching toward the periphery where scattered metallic confetti fragments and stray glass beads catch the ambient light while the tire, the wheel decorations, and the entire lineup of water balloons have completely vanished from the composition, leaving behind a quiet stretch of crimson material dotted with abandoned streamers and dried water droplets that glisten faintly under the consistent overhead illumination.",
+          "The camera initiates a controlled counterclockwise orbit that steadily reverses the previous trajectory, and the frame captures the textured crimson carpet gradually sliding back into view as scattered confetti strips and glass beads drift across the lower edge of the composition while the surrounding environment slowly transitions from the empty periphery toward the central staging area, revealing fresh patches of iridescent paper shreds and tiny water droplets that reflect the bright overhead lighting as the lens begins its deliberate arc back toward the original focal point.",
+          "The camera completes its counterclockwise sweep that firmly re-establishes the initial viewpoint, and the frame clearly shows the decorated car tire resting past the flattened remnants of the yellow, pink, green, blue, magenta, and red water balloons while splashes of water thoroughly soak the crimson carpet and scattered confetti pieces cling to the wet rubber tread under the bright overhead lighting, with the rhinestone-trimmed wheel and emoji stickers now stationary amid the colorful debris that marks the final aftermath of the sequential bursting sequence."
+        ]
+      }
+    },
+    "original_task_id": "a00447_00579",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00327_00223_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire rolls forward, sequentially crushing a row of colorful balloons lined up underneath the vehicle, causing them to burst and splash water across the pavement.",
+          "The camera tilts downward, shifting the focus from the side of the vehicle to the ground level, clearly framing the row of colorful balloons, specifically the blue and light blue ones, resting on the wet paving stones near the car's rear tire.",
+          "The camera continues its downward tilt, pushing the view further down until the car and the entire line of balloons slide out of the frame, leaving only the textured beige tiles and a patch of green vegetation at the driveway's edge in sight.",
+          "The camera begins to tilt upward, reversing the previous motion to slowly bring the lower section of the car back into the frame, revealing the wet sheen on the pavement where water has started to accumulate.",
+          "The camera completes the upward tilt to re-establish the original viewpoint, clearly showing the aftermath with the car tire now positioned over the popped remnants of the orange, red, and purple balloons scattered across the wet ground."
+        ]
+      }
+    },
+    "original_task_id": "a00327_00223",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_01823_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire slowly rolls forward over a row of four colorful bottles filled with liquid, crushing them sequentially and causing the plastic containers to rupture and spill their vibrant contents onto the asphalt.",
+          "The camera executes a slow downward tilt, carefully adjusting its vertical axis to shift the perspective closer to the ground while maintaining a steady visual focus; as this motion unfolds, the frame clearly reveals the four brightly colored plastic bottles arranged in a neat row on the coarse gray asphalt, their translucent red, yellow, green, and blue bodies reflecting the overcast sky while a heavy automotive tire rests just behind them, ready to roll forward and crush the liquid-filled containers as a steady hand makes final positioning adjustments.",
+          "The camera continues its uninterrupted downward tilt, maintaining the exact same angular velocity established previously while deliberately pushing the central subject matter toward the upper edge of the frame until it completely disappears; as this displacement progresses, the viewer is presented with an isolated close-up of the rough, granular road surface that now fills the entire view, showcasing tiny embedded stones and faint weathering marks on the dark wet pavement while the crushed bottles and the vehicle tire remain entirely out of sight, emphasizing the stark urban texture beneath the experiment.",
+          "The camera begins a measured upward tilt, smoothly reversing the previous downward trajectory while gradually restoring the original horizontal alignment that was lost during the departure sequence; as the viewing angle ascends, composition slowly brings the aftermath of the crushing event back into sharp, clear sight, displaying the flattened plastic casings and the heavy car tire now resting atop a spreading mixture of vibrant liquid that has pooled across dry, cracked ground, while the withdrawn hand is no longer present in the frame.",
+          "The camera completes its steady upward tilt, finalizing the return movement and locking into the precise initial framing to perfectly re-establish the original action area within the center of the shot; as the perspective stabilizes, the entire scene of the destroyed containers is once again fully visible, showcasing the ruptured red, yellow, green, and blue bottles scattered across the damp asphalt with their colorful contents completely spilled and mixed into a glossy puddle that clings to the tread of the stationary tire under natural light."
+        ]
+      }
+    },
+    "original_task_id": "a00563_01823",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00676_01135_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A brown-haired doll sits on a blue swing seat, swinging back and forth in a rhythmic arc. The metal chains sway as the doll oscillates toward and away from the camera.",
+          "The camera initiates a smooth counterclockwise orbit around the playground equipment, shifting the perspective to the right side of the swing set while keeping the brown-haired doll in view as it sits securely on the blue plastic seat, with the rusty metal chains swaying gently against the backdrop of the pink horizontal support bar and the expansive gray gravel surface that covers the ground.",
+          "The camera continues its counterclockwise trajectory, panning further left until the swing set and the oscillating doll slide completely out of the frame to the right, leaving the viewer looking solely at the surrounding park environment which features a weathered wooden fence running along the perimeter, patches of dormant brown grass, and a few scattered fallen red leaves resting on the paved pathway nearby.",
+          "The camera reverses its path and begins a steady clockwise orbit to return to the initial position, sweeping back across the park scenery until the pink vertical support poles of the swing set re-enter the frame from the left, accompanied by the dark, textured rubber safety mats that lie directly beneath the swinging area, grounding the scene in the playground setting.",
+          "The camera completes the clockwise return movement and settles back into the original frontal viewpoint, re-establishing the scene where the brown-haired doll is clearly visible sitting upright on the blue swing seat, dressed in a white shirt with blue stars and a yellow bib, as the swing moves rhythmically back and forth over the black rubber matting, mirroring the initial action perfectly."
+        ]
+      }
+    },
+    "original_task_id": "a00676_01135",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00670_00049_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black bucket swing sways back and forth suspended by chains, casting a distinct, oscillating shadow on the bright green playground surface below.",
+          "The camera begins a steady counterclockwise orbit around the support frame, capturing the black rubber bucket seat as it arcs through the air while its metal chains catch the bright afternoon sunlight.",
+          "The camera continues its counterclockwise orbit away from the central fixture, revealing a sun-dappled stretch of artificial turf bordered by a weathered wooden fence and scattered dry leaves while the original swing area completely disappears from view.",
+          "The camera initiates a clockwise orbit to start the return path, sweeping across the textured green safety surfacing and bringing the curved metal edge of a nearby climbing structure into view.",
+          "The camera completes its clockwise orbit to restore the initial viewpoint, clearly framing the empty black bucket swing as it continues its gentle pendulum motion and casts a sharp oscillating shadow across the vibrant green ground cover."
+        ]
+      }
+    },
+    "original_task_id": "a00670_00049",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00670_00871_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person swings a long wooden staff, striking the side of a shiny metal helmet that is resting on a block of yellow foam atop a wooden post.",
+          "The camera cranes upward along a steady vertical path, revealing the polished steel helmet, its darkened leather brow band, and the block of pale yellow foam resting securely on the weathered wooden post while the swinging staff slips out of the lower frame.",
+          "The camera continues its uninterrupted crane upward, displaying only the dense canopy of green oak leaves, dappled sunlight filtering through the upper foliage, and the blurred silhouette of a distant fence rail against an overcast sky.",
+          "The camera initiates a smooth crane downward, showcasing the mossy bark of a nearby birch trunk, tangled ivy creeping along the wooden fence line, and the upper corner of the target post as the perspective shifts back toward the impact zone.",
+          "The camera completes its controlled crane downward, presenting the slightly tilted silver helmet resting on the compressed yellow foam, the dangling chainmail skirt catching the ambient daylight, and the wooden staff held steady beside the sturdy post."
+        ]
+      }
+    },
+    "original_task_id": "a00670_00871",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00679_00874_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A red toy fire truck is towed out of a dirt ditch by ropes connected to two other vehicles, flipping and rotating onto its wheels as it is pulled up the sandy incline.",
+          "The camera initiates a steady clockwise orbit around the scene, tracking the dynamic interaction between the vehicles. The frame highlights the red and white fire truck trapped upside down in the sandy ditch, connected by thin ropes to the black jeep and blue ATV positioned on the higher ground.",
+          "The camera continues its clockwise trajectory, sweeping past the rescue site to explore the perimeter of the diorama. The original ditch disappears from view entirely, replaced by a detailed shot of the large, textured beige rocks and small green plastic plants that border the upper section of the sandy terrain.",
+          "The camera shifts its motion to a counterclockwise orbit, beginning the return journey toward the central action. Visible in the frame are the rear tires of the black jeep and the blue quad bike digging into the sand, with the tow ropes extending downward toward the area where the fire truck was previously stuck.",
+          "The camera completes its counterclockwise rotation, re-centering on the ditch to show the resolution of the event. The red fire truck is now fully visible again, successfully pulled from the hole and rotated onto its four wheels, resting upright on the incline with the \"FIRE\" decal clearly legible on its side."
+        ]
+      }
+    },
+    "original_task_id": "a00679_00874",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00608_00021_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person pours a thick, steady stream of white liquid from a large plastic container into a stainless steel mixing bowl positioned beneath a yellow industrial mixer arm.",
+          "The camera initiates a deliberate and steady downward tilt that gradually shifts the optical axis away from the upper workstation while maintaining a smooth mechanical descent across the brown tiled floor, and as the lens continues its controlled pivot, the frame clearly displays the thick steady cascade of white liquid continuing its uninterrupted journey from the large translucent plastic container gripped firmly by a pair of hands into the wide stainless steel mixing bowl, while the heavy yellow mechanical mixer arm remains suspended just above the turbulent surface, catching the cool ambient overhead lighting that sharply reflects off the curved metallic rim and the rapidly expanding frothy pool accumulating at the bottom of the vessel which glistens under the consistent artificial illumination and highlights the viscous texture of the dairy product as it merges with the existing contents.",
+          "The camera persists in its uninterrupted and increasingly steep downward tilt that drives the field of view completely past the pouring zone and the suspended mixing apparatus until the original workspace vanishes entirely from the frame, and once the downward rotation concludes its full arc, the shot exclusively reveals the dark brown ceramic tiled flooring scattered with damp cardboard protective mats, the sturdy painted base of a bright yellow chemical storage drum, and the textured metallic diamond-plate access ramp leading toward the floor drainage channel, all illuminated by the harsh overhead fluorescent fixtures that cast long stark shadows across the sterile industrial kitchen environment and highlight the accumulated moisture pooling near the heavy equipment support legs which creates a stark contrast against the pale grout lines and emphasizes the utilitarian nature of the food processing facility beneath the main workstation.",
+          "The camera initiates a smooth and highly controlled upward tilt that deliberately reverses the previous vertical displacement and gradually elevates the viewing angle away from the lower floor-level details toward the mid-section of the active processing area, and as the lens ascends along its predetermined mechanical arc, the frame begins to capture the polished stainless steel support legs of the heavy mixing station, the curved edge of a white flexible rubber hose coiled neatly against the pale green industrial wall paneling, and the highly reflective metallic surface of the equipment mounting platform, all bathed in the consistent artificial overhead lighting that steadily starts to reveal the familiar structural contours and operational zones of the food production workspace once again which gradually brings the surrounding machinery and storage shelves back into peripheral focus as the perspective climbs toward the central work zone.",
+          "The camera completes its steady and highly continuous upward tilt that precisely returns the optical axis to the original framing height and smoothly brings the primary processing zone back into clear centered focus within the industrial setting, and as the view finally stabilizes at its intended position, the scene once again fully displays the thick unbroken stream of white liquid steadily flowing from the large translucent plastic container into the wide stainless steel mixing bowl, the prominent yellow industrial mixer arm hovering directly overhead with its heavy black mounting bracket clearly visible, and the rapidly expanding frothy mixture accumulating inside the polished vessel, all sharply defined under the bright overhead workstation lighting that thoroughly illuminates the ongoing culinary production activity and restores the complete visual context of the initial pouring sequence which perfectly captures the viscous fluid dynamics and the precise alignment of the pouring operation as the manufacturing process continues without interruption."
+        ]
+      }
+    },
+    "original_task_id": "a00608_00021",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00651_00392_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Turbulent ocean waves crash forcefully over dark rocks, churning the water into thick white foam and spray as the sea surges, swirls, and rolls continuously.",
+          "The camera initiates a steady tracking movement to the right, gliding laterally along the rugged coastline where jagged, sun-drenched dark rocks jut out from the churning sea. As the lens pans across the scene, the frame captures the violent collision of heavy swells against the stone, revealing thick layers of aerated white foam that swirl and boil around the submerged crevices. The motion follows the natural flow of the water, emphasizing the texture of the wet, black basalt slick with seawater and the chaotic patterns of the spray illuminated by the bright daylight. This lateral shift gradually moves the perspective away from the initial impact zone, showcasing the relentless energy of the ocean as it surges forward, while the intricate details of the frothing currents and the sharp, angular edges of the rock formation remain sharply in focus, creating a dynamic sense of continuous lateral displacement.",
+          "The camera continues its unwavering trajectory to the right, carrying the viewer completely away from the original crash site until the familiar dark rocks and primary surge zone vanish from sight. Now fully displaced, the frame is filled with a fresh expanse of turbulent water, where the ocean swells roll over a different section of submerged, moss-covered stones that glisten under the shifting sunlight. The view is dominated by the chaotic dance of thick, rolling white foam that spreads across the surface, obscuring the deeper currents below as the water churns with relentless intensity. This new vantage point highlights the endless repetition of the sea's power, capturing the mesmerizing swirl of aerated bubbles and the rhythmic undulation of the waves as they crash over unseen obstacles, presenting a scene of pure, unadulterated oceanic motion that shares the same ferocity but exists in a distinctly separate location along the shore.",
+          "The camera reverses its direction with a smooth tracking motion to the left, beginning the return journey as the frame starts to sweep back across the frothing surface of the ocean. As the lens glides leftward, the view transitions from the displaced zone of rolling swells back toward the area of high turbulence, revealing the glistening edges of wet rock emerging from the thick, churning white foam. The movement retraces the lateral path, bringing into focus the intricate textures of the water as it boils and crashes, with sunlight catching the spray that erupts from the hidden collisions beneath the surface. This return motion re-introduces the viewer to the escalating energy of the surf, capturing the dynamic swirl of the currents and the sharp contrast between the deep, translucent blue water and the bright, aerated mass that surges forward, signaling the approach of the original dramatic scene where the waves forcefully attack the dark stone.",
+          "The camera completes its return with a final tracking movement to the left, settling back into the original viewpoint to clearly re-establish the dramatic scene where turbulent ocean waves crash forcefully over the jagged dark rocks. The frame is once again filled with the powerful surge of the sea, showcasing the relentless churning of thick white foam that engulfs the submerged stone formations and swirls in chaotic patterns around the crevices. The main action is fully visible, with the heavy swells rolling in and shattering against the unyielding barrier, sending plumes of spray into the air while the water boils and froths with intense energy. This re-established perspective captures the continuous cycle of the ocean's assault on the coast, highlighting the wet, glistening surface of the rocks and the vibrant interplay of light on the aerated water, bringing the viewer back to the heart of the turbulent interaction between the surging sea and the solid earth."
+        ]
+      }
+    },
+    "original_task_id": "a00651_00392",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00607_01039_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person swings a hatchet down, striking the top of a vertical piece of split wood on a stump, then places a round log beside it.",
+          "The camera arcs clockwise while steadily shifting its lateral position outward, gradually altering the parallax perspective across the sun-dappled clearing to establish a broader environmental context. This deliberate rotational movement brings the weathered chopping block into clearer relief, revealing the rough bark texture of the upright split timber, the scattered pale wood shavings across the dark stump surface, the curved metal handle of the embedded hatchet resting beside a small patch of bright green foliage, and the blurred outline of a panting dog at the frame’s right edge, all illuminated by soft overhead canopy light that casts long, shifting shadows across the dry soil and scattered pine needles while emphasizing the gritty, earthy tones of the outdoor workshop, where the warm afternoon glow enhances the natural contrast between the pale inner wood and the shadowed ground, creating a visually cohesive transition into the surrounding woodland.",
+          "The camera continues arcing clockwise while maintaining its outward lateral drift, completing the paired departure sequence by fully rotating past the central workspace to survey the surrounding terrain. This sustained rotational sweep leaves the chopping block and timber completely out of frame, instead capturing a quiet stretch of the forest floor dominated by a stack of weathered gray planks, tangled dry roots, and a fallen birch branch resting against a mossy stone, all bathed in the same diffused afternoon sunlight that filters through the dense canopy above and highlights the subtle variations in soil moisture, decaying leaf litter, and the soft green moss clinging to nearby tree bases while emphasizing the tranquil, undisturbed atmosphere of the woodland periphery, where gentle breezes occasionally rustle the underbrush and cast fleeting shadows across the uneven ground.",
+          "The camera arcs counterclockwise while steadily reversing its outward trajectory, initiating the paired return movement by sweeping back toward the central clearing. This corrective rotational path gradually brings the edge of the work zone back into view, revealing scattered fragments of light-colored bark, the worn leather handle of a nearby tool, and the gradual transition from the damp forest soil to the disturbed earth around the stump, all under the consistent natural lighting that maintains visual continuity across the shifting perspective while slowly reintroducing the familiar textures of the outdoor crafting area, including the faint impressions of boot prints, the glint of metal debris half-buried in the dirt, and the soft rustle of leaves stirred by the returning lens, which carefully tracks the subtle changes in ground elevation and the gradual reappearance of the central work zone.",
+          "The camera continues arcing counterclockwise while stabilizing its lateral position, fully re-establishing the original viewpoint to frame the completed chopping sequence. This final rotational adjustment centers the weathered stump once more, clearly displaying the freshly split vertical timber, the heavy hatchet still embedded in the wood, the newly placed round log resting snugly beside it, and the patient dog watching from the right, all captured under the same steady daylight that highlights the clean cut surfaces, scattered wood chips, and the rich grain patterns of the freshly exposed inner wood against the dark, textured bark, while reinforcing the grounded, hands-on atmosphere of the outdoor woodworking task through sharp focus and balanced natural illumination, which perfectly renders the final arrangement of tools and timber in a stable, centered composition."
+        ]
+      }
+    },
+    "original_task_id": "a00607_01039",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00386_00350_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hammer repeatedly strikes a small, curved piece of copper metal held against the edge of a steel anvil, delivering forceful blows to shape the material.",
+          "The camera initiates a deliberate counterclockwise arc that smoothly rotates the viewpoint away from the central hammering action, tracking a wide circular trajectory around the massive steel anvil while the artisan’s soot-stained hand maintains a firm grip on the delicate copper strip against the hardened metal surface; this continuous pivoting motion steadily expands the visual field to encompass the surrounding workspace, clearly displaying a heavily marked wooden benchtop covered in fine metallic dust, several lengths of raw copper tubing arranged in loose spirals, a collection of weathered measuring calipers resting beside a rolled blueprint, and the soft, directional wash of a single workshop lamp that paints stark, moving shadows across the worn leather apron, scattered pliers, and various metalworking tools resting in quiet disarray throughout the dimly lit room.",
+          "The camera maintains its steady counterclockwise rotation, carrying the viewpoint further along the circular path until the anvil, hammer, and copper fragment entirely vanish beyond the left edge of the frame; this displaced perspective now captures a quiet storage alcove illuminated by the pale, diffused light of a high factory window, clearly showing a row of rusted metal lockers, a heavy bench vise bolted to a splintered worktable, shelves lined with glass jars containing sorted screws and rivets, and the faint shimmer of airborne dust motes drifting through the cool air above stacked wooden crates and folded canvas tarps, emphasizing the stark contrast between the active forging zone and this dormant section of the facility.",
+          "The camera begins a controlled clockwise arc that reverses the previous trajectory, sweeping back toward the center of the room while the workshop’s ambient lighting shifts subtly across the frame; this returning motion gradually reintroduces the periphery of the active workspace, bringing into view the edge of the oil-stained workbench, a cluster of hardened steel punches laid out in precise order, a worn grinding wheel mounted on the wall, and the warm glow of the pendant lamp that begins to illuminate the craftsman’s forearms as they re-enter the composition from the right side, signaling the imminent return to the primary metalworking station where the rhythmic shaping process is about to resume.",
+          "The camera completes its smooth clockwise return, stabilizing the viewpoint directly over the steel anvil while the original striking zone comes fully back into focus; this re-established perspective clearly frames the craftsman’s steady hands guiding the now-flattened copper piece, the heavy ball-peen hammer poised mid-swing, the bright metallic sheen of the shaped material catching the overhead light, and the scattered copper shavings resting against the dark iron surface, effectively restoring the initial composition and highlighting the precise deformation achieved through the repeated forceful impacts, while the consistent ambient hum of the workshop underscores the meticulous craftsmanship on display."
+        ]
+      }
+    },
+    "original_task_id": "a00386_00350",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00786_00064_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A pool player hits the white cue ball, driving it into the black eight-ball. The force sends the eight-ball rolling into the top-left corner pocket while the cue ball deflects toward the bottom rail.",
+          "The camera initiates a steady counterclockwise orbital trajectory above the rectangular playing surface, gradually pivoting the viewpoint along the perimeter rails, while the vibrant blue baize, the scattered assortment of numbered spheres, the player’s gloved hand stabilizing the tapered cue stick, and the crisp white projectile all remain prominently centered in the frame as the impending strike begins to unfold, with the overhead illumination casting soft shadows across the slate bed and highlighting the polished metal corner pockets that await the incoming trajectory, ensuring that every geometric alignment and surface texture stays sharply in focus throughout the lateral sweep, while the surrounding acoustic panels and dark flooring provide a neutral backdrop that keeps visual attention locked on the impending collision, additionally, the subtle reflections on the phenolic resin balls catch the ambient light, creating a dynamic visual rhythm that complements the deliberate pacing of the orbital movement.",
+          "The camera continues its uninterrupted counterclockwise orbital path, sweeping further along the outer boundary, while the central playing zone steadily drifts out of sight, leaving only the peripheral environment in frame, where the heavy carpeted flooring, the reinforced wooden table legs, the adjacent wall-mounted scoreboard, and the diffused ceiling fixtures dominate the composition as the original strike location completely disappears from view, with the shifting perspective emphasizing the structural framework and room architecture rather than the game itself, ensuring that the blue felt and scattered spheres are entirely excluded from the final framing, concurrently, the ambient lighting casts long geometric shadows across the neutral-toned walls, reinforcing the spatial depth of the venue while the mechanical hum of distant ventilation systems subtly underscores the quiet atmosphere of the recreational space, this deliberate displacement isolates the surrounding infrastructure, allowing the viewer to appreciate the venue’s design elements before the perspective inevitably circles back.",
+          "The camera reverses its trajectory to execute a smooth clockwise orbital return, gradually steering the viewpoint back toward the interior zone, while the peripheral architecture slowly recedes, bringing the reinforced table edges, the textured floor mats, the illuminated exit signage, and the suspended lighting array back into transitional focus as the motion steadily realigns with the original playing field, with the rotational shift carefully bridging the gap between the displaced surroundings and the central action area, ensuring that the visual rhythm remains consistent and purposeful throughout the navigational adjustment, while the polished metallic trim along the cushion rails catches the returning light to create subtle gleams that guide the eye inward, establishing a seamless visual pathway that anticipates the forthcoming restoration of the primary scene, all within a single continuous sweep that honors the established spatial geometry and prepares the frame for the imminent return to the central focal point.",
+          "The camera completes its clockwise orbital arc, settling back into the original overhead alignment, while the blue felt, the scattered colored spheres, the player’s retreated stance, and the final resting positions of the white projectile near the bottom rail and the black eight-ball securely nestled within the top-left corner pocket all return to full visibility, effectively restoring the initial compositional balance, with the steady rotational closure bringing every geometric element back into precise registration, ensuring that the post-strike arrangement remains sharply defined under the consistent overhead illumination, while the surrounding frame edges stabilize to match the opening perspective, thereby delivering a coherent visual bookend that captures the resolved state of the table and final trajectory results, furthermore, the crisp contrast between the vibrant baize and the matte finish of the resin balls highlights the successful execution of the shot, providing a clear assessment of the final layout within the recentered view."
+        ]
+      }
+    },
+    "original_task_id": "a00786_00064",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00648_00373_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A beat-up white pickup truck rams into the side of a damaged SUV, forcefully pushing it backward into a dirt embankment while kicking up a large cloud of dust.",
+          "The camera tracks left along the arena perimeter, and the frame captures the outer boundary where red safety netting separates the spectator crowd from the active crash zone.",
+          "The camera continues tracking left past the white canopy tents, and the view completely excludes the initial collision site as it settles on the distant green tree line.",
+          "The camera begins tracking right across the barren dirt runoff, and the shot sweeps over scattered tire marks that guide the perspective back toward the main competition grounds.",
+          "The camera finishes tracking right to re-center the viewpoint, and the scene clearly displays the battered white pickup truck and crushed SUV resting against the steep dirt embankment."
+        ]
+      }
+    },
+    "original_task_id": "a00648_00373",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00479_00309_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A pool cue strikes the white cue ball, causing it to roll forward and collide with the yellow number one ball, pushing it toward the corner pocket.",
+          "The camera initiates a deliberate clockwise arc, smoothly rotating the viewpoint to the right while maintaining a clear focus on the vibrant blue felt of the pool table, capturing the dynamic interaction as the white cue ball strikes the yellow number one ball, with the surrounding environment including the dark wooden rails and the industrial diamond-plate wall texture coming into sharper relief as the perspective shifts away from the initial head-on angle, allowing the viewer to appreciate the spatial relationship between the stationary orange balls and the moving target as the lighting glints off their polished surfaces.",
+          "The camera continues its steady clockwise rotation, moving further along the perimeter of the table until the primary action area containing the scattering billiard balls and the corner pocket completely exits the frame, resulting in a view dominated by the empty stretch of the blue baize and the metallic sheen of the wall paneling, effectively isolating the scene from the gameplay moment as the lens settles on the peripheral details of the room, where the consistent overhead lighting reveals the subtle texture of the table cloth and the sturdy construction of the rail system.",
+          "The camera executes a return motion by initiating a counterclockwise arc, sweeping the lens back towards the left to gradually reintroduce the gaming surface, where the scattered arrangement of the orange and blue balls begins to reappear within the field of view, accompanied by the re-emergence of the table's corner structure and the ambient lighting reflecting off the smooth, polished surface of the cushions, signaling a transition back towards the central area of interest as the visual narrative prepares to resolve the sequence of the shot.",
+          "The camera completes the counterclockwise trajectory, restoring the original high-angle perspective that clearly displays the aftermath of the shot, with the white cue ball resting near the blue two ball and the yellow number one ball successfully lodged in the corner pocket, thereby re-establishing the complete visual context of the pool game with the black-gloved hand and cue stick visible in the foreground against the backdrop of the patterned wall, confirming the successful execution of the play and the final resting positions of the equipment."
+        ]
+      }
+    },
+    "original_task_id": "a00479_00309",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00637_00239_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Players jump and dive across a grid of blue trampolines during a dodgeball game, throwing red balls at opponents while dodging incoming throws by flattening their bodies.",
+          "The camera steadily cranes down from its elevated mount, and the expansive grid of blue trampoline squares bordered by thick orange safety padding fills the frame as the athletes prepare to launch.",
+          "The camera continues to crane down toward the facility floor, and only the dark rubberized maintenance corridors and heavy-duty safety netting at the perimeter remain visible while the central playing court vanishes completely.",
+          "The camera begins to crane up from the lower position, and the industrial floor markings along with the spectator barriers slide out of view as the competition zone gradually returns to sight.",
+          "The camera completes its crane up to the original height, and the full overhead perspective of the dodgeball game reappears where competitors in black numbered jerseys dive across the blue mats to intercept the flying red balls."
+        ]
+      }
+    },
+    "original_task_id": "a00637_00239",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00403_01560_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Four soda bottles lined up on a wooden table suddenly burst open in a rapid chain reaction, spraying dark liquid and debris violently into the air and knocking the containers off the surface.",
+          "The camera begins a slow, mechanical crane down movement along the vertical axis, steadily lowering its elevated vantage point while maintaining a rigid horizontal orientation, precise stabilization, and consistent focal parameters to gradually shift the compositional perspective without introducing any lateral drift or rotational adjustment. As the optical apparatus continues its deliberate descent, the frame clearly displays the weathered wooden table situated against a dense wall of vibrant green forest foliage, with four unopened cola bottles standing upright on a surface marked by chipped red and blue paint, their reflective plastic labels catching the diffused daylight while scattered cylindrical debris rests quietly on the rough timber planks, all illuminated by the soft outdoor lighting that highlights the natural textures of the grassy clearing.",
+          "The camera continues its steady crane down movement along the vertical axis, further lowering its perspective while preserving the established horizontal alignment, precise stabilization, and consistent focal parameters to complete the outward departure sequence without deviating from the prescribed downward trajectory. As the optical sensor reaches its lowest position, the frame exclusively captures the damp earth and tangled root systems at the base of the weathered wooden retaining wall, with patches of vibrant green grass, scattered dry leaves, and small weathered stones filling the composition, completely excluding the table and soda bottles from view while emphasizing the natural ground cover and rich soil textures under the same diffused daylight conditions that softly illuminate the quiet forest floor and surrounding vegetation.",
+          "The camera initiates a smooth, controlled crane up movement along the vertical axis, steadily raising its perspective while maintaining the rigid horizontal orientation, precise stabilization, and consistent focal length to begin the paired return sequence without introducing any lateral drift or rotational adjustment. As the optical apparatus ascends along the established trajectory, the frame gradually reveals the lower section of the grassy clearing, with tangled roots, scattered dry leaves, and small weathered stones coming into view alongside the base of the thick wooden retaining wall, all bathed in the same soft daylight that highlights the natural textures of the damp earth before the main table structure begins to reenter the composition from the bottom edge of the frame.",
+          "The camera continues its steady crane up movement along the vertical axis, steadily raising its perspective while preserving the established horizontal alignment, precise stabilization, and consistent focal parameters to complete the return sequence and fully restore the initial elevated viewpoint without deviating from the prescribed upward path. As the optical sensor reaches its original position, the frame clearly displays the chaotic aftermath on the weathered wooden table, with the four cola bottles now lying horizontally amid scattered debris and residual liquid stains, their glossy labels still visible against the chipped red and blue paint while thin wisps of smoke gently dissipate into the surrounding air under the consistent outdoor illumination that reveals every detail of the exploded scene across the timber surface and adjacent ground."
+        ]
+      }
+    },
+    "original_task_id": "a00403_01560",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_00945_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A small firework box on the ground emits a continuous vertical fountain of bright white sparks and smoke, shooting upwards into the dark night sky.",
+          "The camera pans steadily to the left, shifting the perspective away from the central light source to reveal the dark, reddish gravel of the ground stretching into the shadows.",
+          "The camera continues the leftward pan, leaving the sparking device entirely out of frame to show only the empty, textured earth and the deep blackness of the night sky.",
+          "The camera begins to pan back to the right, sweeping across the dark terrain to capture the drifting white smoke that lingers in the air near the edge of the illuminated area.",
+          "The camera finishes panning to the right, returning to the original position to clearly show the small firework box still erupting with a fountain of bright white sparks and smoke."
+        ]
+      }
+    },
+    "original_task_id": "a00843_00945",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_00880_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A sudden, violent explosion detonates against the side of a stationary metal structure, unleashing a rapidly expanding fireball and a dense cloud of black smoke that surges upward and outward.",
+          "The camera begins a steady crane up motion, rising gradually above the dirt mound, and the frame captures the violent detonation against the angular metal plates, a rapidly expanding orange fireball, and dense black smoke surging across the dry grassland.",
+          "The camera continues its upward crane trajectory, lifting higher until the blast zone completely disappears, and the view reveals only a pale overcast sky and a distant row of bare trees swaying above the barren testing range.",
+          "The camera initiates a controlled crane down movement, descending back toward the landscape, and the lens focuses on the upper layers of the rising smoke column, scattered metallic fragments, and lingering gray haze drifting over the flattened vegetation.",
+          "The camera completes its downward crane path, lowering precisely onto the original coordinates, and the shot re-establishes the heavily damaged metal structure, smoldering soil, residual flames, and the ongoing billow of black smoke."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00880",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00233_00238_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A steady stream of white flour and granulated sugar pours from a tilted metal bowl, cascading down into the basin of a larger stainless steel mixing bowl.",
+          "The camera arcs counterclockwise, sweeping past the reflective curve of the large stainless steel mixing bowl to highlight the gloved hand adjusting the angle of the smaller metal vessel, capturing the moment the mound of fine white flour and granulated sugar shifts and begins to tumble over the edge, where the powder catches the overhead lighting to create a soft, hazy glow as it falls into the dark basin, while the smooth motion of the lens circles around the setup to offer a dynamic perspective of the ingredients transferring from one container to the other, revealing the textured surface of the flour pile against the smooth metal walls.",
+          "The camera continues its counterclockwise arc, rotating further around the periphery of the workspace until the pouring action and the bowls have completely disappeared from the frame, leaving only the sturdy, painted metal base of the stand mixer and a section of the neutral-toned tiled kitchen floor visible in the background, where the ambient light catches the dust particles settling on the countertop edge and highlights the texture of the appliance's housing.",
+          "The camera arcs clockwise, reversing its previous trajectory to sweep back across the surface of the stainless steel kitchen counter, bringing the blurred edges of the mixer's housing back into view while the focus remains soft on the surrounding environment, capturing the glint of a nearby utensil and the texture of the countertop material as the lens begins to realign with the original composition, signaling a return to the culinary preparation area.",
+          "The camera completes its clockwise arc, returning to the original viewpoint to clearly show the gloved hand still tilting the metal bowl as the white flour and sugar continue to pour into the mixing basin, re-establishing the central scene with the cascade of ingredients now forming a growing mound at the bottom of the larger bowl, while the steady stream of powder highlights the texture and volume of the baking components against the metallic interior."
+        ]
+      }
+    },
+    "original_task_id": "a00233_00238",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00574_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire rolls over three cans filled with colorful water beads, crushing the metal containers and causing the blue and yellow beads to burst out and scatter across the pavement.",
+          "The camera initiates a deliberate, sweeping arc counterclockwise across the rough asphalt surface, maintaining a constant lateral drift that gradually shifts the optical axis toward the western boundary of the parking area while holding a fixed elevation and carefully managing the rotational speed to ensure stable parallax movement throughout the entire traversal, and the current frame reveals the three cylindrical tin packages still perfectly aligned in their original positions, their glossy printed wrappers catching the bright overhead sunlight, with the vibrant blue and yellow hydrogel pearls neatly packed to the very top edges, while the dark rubber tire of the sedan remains completely stationary in the upper right quadrant and small orange residue spots dot the weathered concrete near the shadowed undercarriage.",
+          "The camera maintains its deliberate counterclockwise trajectory along the outer boundary, increasing the rotational velocity to widen the panoramic sweep while keeping the lens level stable and navigating past the adjacent storage units, and the resulting composition entirely omits the original testing location, instead revealing a stretch of empty asphalt bordered by tall metal fencing, where peeling safety warnings cling to the rusted posts and discarded cardboard boxes accumulate near the storm drain, with harsh shadows cast by nearby utility poles stretching across the dry ground as distant traffic hums faintly in the background under the cloudless sky.",
+          "The camera initiates a smooth clockwise reversal from the distant perimeter, decelerating the lateral drift to gradually realign the optical axis toward the central parking area while holding a consistent elevation and reversing the previous rotational momentum, and the emerging perspective begins to reintroduce familiar structural elements, capturing the edge of the weathered chain-link fence and the cracked concrete surface, with scattered autumn leaves drifting across the frame and distant building facades slowly sliding out of view as the lens steadily tracks back toward the original zone under the unchanging afternoon light.",
+          "The camera completes its deliberate clockwise return toward the primary testing ground, reducing the rotational speed to precisely center the original composition while stabilizing the focal distance and locking onto the initial vantage point, and the final frame clearly displays the aftermath of the crushing sequence, with the three flattened metal containers lying completely destroyed on the pavement, their vibrant blue and yellow water beads scattered extensively across the rough concrete, while the heavy car tire rests directly over the mangled cans and glossy liquid residue glistens under the bright sunlight near the shadowed wheel well."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00574",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00561_01358_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "An empty black bucket swing suspended by chains swings forward and backward over white sand, moving from the background towards the foreground in a rhythmic pendulum motion.",
+          "The camera cranes upward with a steady mechanical rhythm, lifting smoothly away from the grainy white sand while maintaining a consistent optical alignment, and the mechanical chains of the empty black bucket swing gradually recede downward as the surrounding park environment unfolds with muted gray-green grass stretching outward across the uneven terrain, the distant line of eucalyptus trees softening into the twilight haze, and the fading natural light casting diffuse shadows across the weathered playground equipment to reveal a broader perspective of the quiet recreational space.",
+          "The camera continues to crane upward along the same vertical axis, climbing higher into the dusky atmosphere until the original sandy pit and the suspended bucket mechanism completely vanish from sight, and the upper framework of weathered wooden beams and corroded metal connectors fills the immediate foreground as the expansive grassy terrain compresses into a distant green mosaic below, with the pale overcast sky stretching across the horizon to create a fully displaced overhead perspective that entirely excludes the previous ground-level activity.",
+          "The camera begins to crane downward along a mirrored vertical path, lowering smoothly through the dimming atmosphere while adjusting its mounting height to track the shifting horizon line, and the high structural elements gradually migrate upward as the broad expanse of mowed grass slowly expands to reclaim the middle ground, the distant tree line sharpens into clearer silhouettes against the cooling sky, and scattered wooden park benches reemerge to reflect the soft ambient light.",
+          "The camera completes its crane downward motion, settling back toward the original vantage point while stabilizing its mechanical base to eliminate residual vertical drift, and the familiar patch of coarse white sand reoccupies the lower foreground as the empty black rubber bucket swing returns to clear view suspended by its heavy metal chains, with the gentle pendulum motion resuming its rhythmic trajectory to restore the exact spatial relationship and visual focus of the opening scene."
+        ]
+      }
+    },
+    "original_task_id": "a00561_01358",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00909_00861_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A fielder in a black tracksuit dives across the dirt infield attempting to catch a hit softball, then rolls onto his back laughing and gesturing with his glove.",
+          "The camera pans left across the textured reddish-brown dirt of the infield, tracking past the fielder in the black tracksuit as he dives near the grass line with his glove extended toward the rolling yellow softball.",
+          "The camera continues panning left, moving completely away from the infield action to reveal the outfield perimeter where a chain-link fence stands in front of dense green trees and a building in the background.",
+          "The camera reverses direction and pans right, sweeping back past the green protective padding on the fence and the chain-link mesh, gradually bringing the edge of the dirt infield back into the frame.",
+          "The camera completes its pan right to re-establish the original scene, clearly showing the fielder in the red cap lying on his back in the dirt, laughing heartily and gesturing with his glove after the missed play."
+        ]
+      }
+    },
+    "original_task_id": "a00909_00861",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00098_00335_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Hands crack white eggs into a large metal bowl filled with raw yolks. The person taps the shells to break them, releasing the yolk and white to splash into the accumulating mixture of bright orange yolks below.",
+          "The camera begins to arc clockwise away from the central bowl, revealing the edge of the workstation and the rhythmic motion of the hands as they manipulate the white shells. As the lens shifts its orientation, the view encompasses the large stainless steel vessel brimming with vibrant orange yolks while the operator continues to tap the eggs against the rim, causing fresh yolk to splash into the accumulating mixture below. The green plastic crate in the background becomes more prominent, filled with untouched white eggs waiting to be processed, while the lighting reflects off the metallic surface of the bowl and the glossy texture of the raw eggs. The clockwise rotation starts to displace the primary action, moving the focus toward the peripheral equipment and the stack of empty shells gathering near the operator's elbow, maintaining a steady pace that suggests a continuous inspection of the surrounding kitchen environment before fully departing the main subject.",
+          "The camera continues its smooth clockwise arc, carrying the frame completely away from the egg-cracking station until the metal bowl and the operator's hands vanish from sight, leaving the primary action area entirely obscured. Now the view settles on the adjacent section of the kitchen, highlighting a stack of industrial cardboard boxes and a mop bucket tucked against a tiled wall illuminated by cool overhead fluorescent lights. The texture of the worn linoleum flooring is clearly visible, along with the shadow cast by a nearby shelving unit holding large jugs of oil and cleaning supplies. The rotation emphasizes the depth of the workspace, showing the cluttered but functional corner where maintenance tools are stored, completely obscuring the culinary preparation area and leaving only the static background elements and the ambient hum of the facility's ventilation system within the frame, ensuring no part of the original egg-cracking activity remains in view.",
+          "The camera initiates a counterclockwise arc to return to the original position, sweeping back across the kitchen environment and gradually bringing the edge of the green egg crate back into view as the motion reverses the previous departure. As the lens rotates, it captures the operator's tattooed forearm resting near the workspace boundary and the gleaming rim of a stainless steel sink adjacent to the preparation area, reflecting the bright ambient light. The movement reveals the transition from the storage corner back to the active station, highlighting the texture of the wooden cutting board and a few stray droplets of yolk on the counter surface that hint at the ongoing work. The counterclockwise movement smoothly reconnects the viewer with the production line, framing the side profile of the metal bowl and the pile of discarded shells that have accumulated during the process, signaling the approach to the main action without yet fully revealing the cracking hands.",
+          "The camera completes its counterclockwise rotation, re-establishing the original vantage point and centering the frame on the large metal bowl once again so the main action is fully restored. The view clearly shows the operator's hands actively cracking white eggs, with fresh yolks splashing into the dense collection of bright orange spheres already filling the container, matching the initial scene composition. The green crate full of white eggs is visible in the background, providing context for the ongoing task, while the lighting accentuates the glossy sheen of the raw yolk and the frothy texture of the accumulating mixture. The steady return motion locks onto the primary subject, capturing the rhythmic tapping of the shells and the fluid release of the egg contents, restoring the full context of the food preparation scene with the same clarity and focus as the starting perspective, confirming the successful return to the core activity."
+        ]
+      }
+    },
+    "original_task_id": "a00098_00335",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00512_00883_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person wearing black gloves pours a large quantity of white flour from a metal container into a large, empty stainless steel mixing bowl, creating a cloud of dust as it falls.",
+          "The camera initiates a deliberate counterclockwise orbit, sweeping smoothly around the curved edge of the heavy-duty preparation table while gradually shifting its lateral position outward from the central workspace to establish a wider peripheral perspective; the frame captures the polished interior of the large stainless steel mixing bowl reflecting the bright overhead kitchen lights while the dense stream of white flour tumbles from the rectangular metal container, partially obscuring the black nitrile gloves that firmly grip the reinforced edges as a soft haze of airborne particles begins to drift across the checkered tile floor beneath the workstation, catching the ambient daylight streaming through the nearby ventilation windows and highlighting the sharp textural contrast between the smooth metal surfaces and the powdery accumulation forming along the basin's rim.",
+          "The camera continues the counterclockwise orbit, pushing further along the peripheral trajectory while maintaining a consistent rotational speed that carries the viewpoint steadily away from the primary work zone to explore the surrounding environment; the frame reveals a long wall of open wooden storage shelves densely packed with stacked ceramic ingredient jars and suspended copper measuring tools that catch the warm glow of pendant fixtures, while the original mixing station and the flour-pouring action remain completely out of view behind the partitioned counter, leaving only the quiet, organized backdrop of the pantry area in sharp focus under the steady artificial illumination that washes over the polished hardwood flooring and highlights the subtle dust motes drifting through the still air.",
+          "The camera begins a clockwise orbit, reversing the previous trajectory while smoothly arcing back toward the central workstation with a controlled rotational pace that gradually narrows the distance to the main preparation area to restore the initial compositional framing; the frame captures the rounded edge of the stainless steel bowl coming back into sight alongside the faint residual haze of white flour dust settling onto the gray tiled floor, with the ambient kitchen lighting now casting softer shadows across the workspace as the lens steadily realigns with the original cooking station, revealing the metallic sheen of the container handles and the scattered powder traces left by the earlier pouring sequence under the consistent overhead illumination that evenly washes over the entire countertop.",
+          "The camera completes the clockwise orbit, settling back into the original frontal viewpoint while stabilizing its position directly in front of the workstation with a precise rotational adjustment that locks the frame onto the central cooking area to finalize the visual sequence; the view clearly displays the large stainless steel mixing bowl once more, now holding a substantial mound of finely sifted white flour, while the black-gloved hands steadily tilt the rectangular metal container to finish the pour, sending a fresh cascade of powder into the basin as the lingering dust cloud slowly dissipates under the bright kitchen lights, restoring the complete action scene with the bowl's polished rim catching the overhead glare."
+        ]
+      }
+    },
+    "original_task_id": "a00512_00883",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_01092_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Bright white sparks continuously erupt and fountain outward from box-shaped fireworks placed on the dark ground, creating a chaotic spray of light while thick smoke billows upwards into the night air.",
+          "The camera tilts upward, shifting the focus away from the box-shaped fireworks on the ground while bright white sparks continue to fountain outward and thick smoke billows into the night.",
+          "The camera continues to tilt upward until the erupting fireworks are completely out of frame, revealing only the dark night sky, distant streetlights, and the upper drift of the smoke plume.",
+          "The camera tilts downward, sweeping back past the silhouettes of nearby trees and dark surroundings to guide the viewer's eye back toward the illuminated area on the ground.",
+          "The camera completes the downward tilt to re-establish the original viewpoint, clearly showing the box fireworks on the dark pavement once again as they spray chaotic bursts of light."
+        ]
+      }
+    },
+    "original_task_id": "a00843_01092",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00190_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A large concrete block drops onto a standing pink tablet, crushing it instantly. The tablet buckles and shatters under the weight, flattening against the metal platform as the block impacts and disintegrates into rubble.",
+          "The camera initiates a steady tracking movement to the left, smoothly gliding across the industrial testing floor, while the bright pink protective casing of the vertically positioned tablet stays clearly visible in the mid-ground, resting securely on its black plastic stand atop the polished metal platform that features prominent yellow and black caution tape along its reinforced edges, all bathed in the harsh, directional beam of two large production lights mounted on heavy rolling tripods, which create a dramatic atmospheric haze and cast deep, elongated shadows over the small wooden spacers scattered nearby, perfectly framing the heavy gray concrete cinder block as it hovers completely motionless in the air, emphasizing the stark material contrast between the delicate electronic glass screen and the massive construction masonry just before gravity finally takes over in this controlled warehouse environment, capturing every subtle reflection on the glossy screen surface while maintaining a crisp depth of field that keeps both the foreground device and background equipment sharply defined throughout the lateral shift.",
+          "The camera continues its deliberate tracking motion to the left, steadily shifting the perspective away from the central testing zone, until the original impact area disappears completely from the frame, revealing instead the expansive, dimly lit periphery of the warehouse studio where heavy-duty equipment cases with reinforced aluminum corners sit stacked against a corrugated metal wall, while tangled black power cables and precise gaffer tape floor markers line the smooth concrete surface, and a distant blue industrial generator labeled with faded white text rests near a set of large ventilation ducts, all illuminated by the faint, diffused spill of the overhead lighting rig that creates a moody, cinematic atmosphere across the empty staging space, completely isolating the viewer from the pending destruction and focusing attention on the quiet, utilitarian backdrop of the professional production environment, which provides a stark, quiet contrast to the violent energy that will soon erupt at the center of the room, reinforcing the isolated nature of this professional filming location.",
+          "The camera begins its paired return tracking movement to the right, smoothly reversing its lateral trajectory across the warehouse floor, as the polished edge of the reflective metal platform gradually slides back into the foreground, bringing with it the scattered wooden support blocks and the distinctive yellow and black hazard striping that clearly marks the designated impact zone, while the heavy-duty lighting stands and their intensely focused beams slowly reappear in the peripheral vision, casting a warm, high-contrast glow over the textured concrete surface and highlighting the pristine, uncracked exterior of the suspended cinder block just as it begins its final, gravity-driven descent, effectively guiding the viewer’s attention back toward the central staging area where the carefully arranged experimental setup quietly awaits the inevitable collision, building a palpable sense of tension in the controlled space as the mechanical rigging creaks faintly under the mounting weight of the suspended masonry.",
+          "The camera completes its tracking return to the right, smoothly settling back into the original centered viewpoint, as the fully crushed pink tablet and the completely shattered remains of the heavy concrete block come sharply into focus on the industrial metal platform, revealing the totally flattened electronic device with its severely buckled glass screen and exposed internal circuitry lying directly beneath a scattered pile of gray masonry rubble and fine white dust particles that still drift lazily in the air, all dramatically illuminated by the two intensely bright studio lamps that cast sharp, directional highlights across the extensive debris field and emphasize the devastating structural aftermath of the high-impact drop test on the clearly marked hazard-striped surface, where the scattered fragments and twisted metal components tell a clear story of overwhelming force, leaving the testing zone permanently altered by the experiment."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00190",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_00623_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A massive fireball erupts, expanding rapidly into a towering column of orange flames and dark smoke. Numerous pieces of debris and shrapnel are violently ejected outward, scattering through the air against a clear sky.",
+          "The camera initiates a steady pan to the right, shifting the lens across a field of scorched earth and scattered twisted metal that continues to glint under the harsh midday sun while capturing the initial trajectory of ejected fragments.",
+          "The camera continues its uninterrupted rightward drift, framing a calm riverbank and a line of undisturbed green foliage that contrasts with the earlier chaos, ensuring the original detonation zone completely vanishes from the edges of the shot.",
+          "The camera reverses direction and begins a deliberate pan to the left, sweeping back over the open dirt terrain where faint trails of gray smoke and drifting embers signal the approaching impact site and reconnect the peripheral landscape to the main event.",
+          "The camera completes its leftward sweep and firmly re-centers on the original action area, framing the towering column of orange flames and heavy structural debris still raining onto the scorched ground below as the fireball continues to churn against the clear sky."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00623",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00744_00415_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire rolls forward over two large clear balloons filled with colorful water beads on wet concrete. As the tire makes contact, it crushes the balloons, causing them to burst and scatter the beads and water across the ground.",
+          "The camera initiates a steady upward tilt at the precise moment the heavy, treaded rubber tire rolls forward to crush the first large, translucent water balloon, causing the thin latex membrane to rupture violently and send a chaotic spray of multicolored hydrogel beads and clear water splashing across the rough, textured concrete surface, which glistens with moisture under the diffuse, overcast daylight while the golden \"D'matches\" lettering on the customized rim catches a brief glint of reflection, simultaneously revealing the lower suspension components and the dark, muddy undercarriage of the vehicle as the perspective begins to shift away from the ground level debris, capturing the dynamic interplay between the mechanical force of the automobile and the fragile, colorful contents of the bursting sphere, where tiny blue, yellow, and red beads scatter like confetti across the damp pavement near the second intact balloon that remains poised for destruction.",
+          "The camera continues its smooth upward trajectory, leaving the crushed remains of the first balloon and the scattered hydrogel beads far below the frame, sweeping up along the curved silver fender and the dark, glossy wheel well of the vehicle to focus on the sleek body panels and the side mirror, which reflects the gray, cloudy sky above, effectively removing the original action area from view entirely and replacing the chaotic ground scene with the static, metallic surfaces of the car's exterior and the muted tones of the surrounding environment, highlighting the contrast between the vibrant, scattered colors on the wet concrete and the clean, polished lines of the automobile's design as the lens captures the upper portion of the door and the window frame against the backdrop of a bright, overcast day, where distant trees and a faint horizon line suggest a suburban setting.",
+          "The camera reverses its previous motion with a deliberate downward tilt, shifting the focus from the upper body panels and the reflective side mirror back towards the wheel assembly, bringing the silver rim and the black tire back into prominence as the frame descends past the dark wheel well, anticipating the return to the scene of the popped balloons where the colorful beads now lie scattered across the wet surface, capturing the texture of the car's paint and the gleam of the chrome accents as the perspective lowers, reorienting the viewer towards the ground level where the aftermath of the bursting spheres awaits rediscovery, with the light catching the water droplets on the vehicle's surface and emphasizing the transition from the static car body back to the dynamic, debris-strewn concrete below, as the golden text on the tire begins to re-enter the frame from the top.",
+          "The camera completes its downward tilt to fully re-establish the original action area, revealing the wet concrete ground once more where the two large water balloons have been completely crushed, leaving behind a vibrant carpet of multicolored hydrogel beads and shattered latex fragments scattered around the base of the tire, which now rests stationary amidst the colorful debris, showcasing the final state of the scene with the golden lettering on the rim clearly visible again and the water-soaked pavement glistening under the natural light, effectively bringing the viewer back to the point of impact where the mechanical force has transformed the intact spheres into a chaotic, beautiful mess of scattered colors, with tiny blue, red, yellow, and green beads embedded in the rough texture of the concrete and pooling in the small puddles of water released from the burst balloons."
+        ]
+      }
+    },
+    "original_task_id": "a00744_00415",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00098_01181_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand cracks a brown egg, dropping the yolk and white into a clear glass, then reaches into a carton to grab another egg and cracks it into the glass as well.",
+          "The camera initiates a smooth, steady crane upward motion, gradually elevating its perspective above the workspace; the warm, diffused kitchen lighting catches the glossy sheen of the remaining brown eggs nestled securely within their molded cardboard carton, while stacked recipe cards and scattered parchment papers rest across the aged wooden surface in a cozy, amber-hued glow that emphasizes the domestic tranquility of the morning preparation ritual and establishes a continuous vertical trajectory that begins to shift the focal plane toward the upper regions of the room, effectively expanding the spatial context beyond the initial close-up framing and revealing the subtle texture of the surrounding cabinetry alongside the gentle shadows cast by nearby utensils hanging from a wall-mounted rack, which reflects the soft ambient illumination and reinforces the intimate, lived-in atmosphere of the culinary environment.",
+          "The camera continues its uninterrupted crane upward trajectory, steadily rising past the preparation zone until the original action area completely disappears from view; the muted green wall, the blurred outlines of upper shelving units, and a soft overhead pendant light fixture become the sole focal points, capturing the subtle texture of the painted drywall and the faint dust particles drifting through the ambient illumination to create a quiet, elevated vantage point that momentarily suspends the narrative focus while maintaining the established vertical momentum, thereby framing the architectural details of the ceiling corner and the gentle gradient of shadows that define the upper perimeter of the kitchen space, effectively isolating the structural elements from the culinary activity below, leaving only the serene, unoccupied overhead environment visible within the expanding frame.",
+          "The camera smoothly reverses its vertical trajectory by commencing a controlled crane downward motion, gradually descending from the elevated architectural vantage point; the soft contours of the upper shelving and the warm, amber-toned illumination slowly drift back into the lower periphery, signaling the transition toward the workspace while the blurred edges of recipe binders and the faint silhouette of a hanging utensil rack reorient the viewer’s spatial awareness, setting the stage for a seamless return to the primary subject area without abrupt jumps or disorienting shifts in perspective, as the descending lens carefully navigates through the ambient lighting gradients to restore depth and context, allowing the textured surfaces of the surrounding cabinetry to gradually re-emerge and guide the eye downward.",
+          "The camera completes its deliberate crane downward motion, smoothly re-establishing the original eye-level viewpoint; the cluttered wooden table, the clear glass now holding two cracked eggs with vibrant yellow yolks suspended in translucent whites, and the open cardboard carton return fully into sharp focus, while the steady hand that has just finished pouring the second egg remains positioned above the rim, effectively restoring the intimate framing of the food preparation scene and confirming the continuity of the action within the cozy, amber-lit domestic environment, highlighting the glossy curves of the remaining eggs and the scattered parchment papers that surround the immediate workspace, as the composition settles precisely where it began to anchor the visual narrative back to the central culinary task."
+        ]
+      }
+    },
+    "original_task_id": "a00098_01181",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_00668_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A pool player thrusts a cue stick forward to strike the white cue ball, which rockets across the table and smashes into the racked colored balls, sending them scattering and bouncing off the cushions.",
+          "The camera initiates a deliberate outward arc counterclockwise, smoothly rotating its elevated vantage point while gradually widening the spatial framing without altering the vertical height; this continuous rotational movement exposes the expansive gray playing surface where the white cue ball continues its rapid trajectory toward the left cushion, simultaneously capturing the scattered rainbow of numbered spheres as they decelerate against the velvet texture and settle near the triangular rack footprint while the overhead studio lighting casts soft shadows across the polished wooden rails and diamond-shaped position markers that line the perimeter of the professional billiard table, emphasizing the contrast between the dark slate bed and the bright polymer coatings of the moving spheres as they roll toward the side pockets, while the discarded chalk residue on the tip of the resting cue stick remains faintly visible near the bottom edge of the frame.",
+          "The camera continues its steady outward arc counterclockwise, maintaining the established rotational velocity while smoothly transitioning the optical axis away from the central play zone without any sudden directional shifts; this persistent displacement gradually reveals the surrounding recreational environment where the vibrant blue commercial carpeting dominates the lower visual field, accompanied by the matte black finish of the table support legs and a nearby equipment storage cabinet that reflects the ambient overhead illumination, completely excluding the original billiard surface from the composition as the perspective migrates toward the peripheral room architecture and stationary furniture pieces positioned along the far wall boundary, showcasing the neutral gray acoustic panels mounted above the baseboards and the subtle grain patterns of the laminate flooring that extends into the adjacent hallway space, ensuring that every element within the newly framed sector remains completely detached from the initial gaming activity.",
+          "The camera begins a coordinated return arc clockwise, deliberately reversing the previous rotational trajectory while steadily narrowing the peripheral framing to guide the viewer back toward the primary subject area without interrupting the smooth kinetic flow; this corrective sweeping motion gradually reintroduces the outer boundary of the gaming setup where the dark slate rails and corner pocket assemblies emerge from the negative space, accompanied by the familiar blue carpet texture that anchors the base of the furniture arrangement, as the shifting optical alignment starts to capture the stationary chalk marks and resting accessories that were previously displaced beyond the active viewing zone during the earlier departure sequence, while the consistent overhead illumination gradually restores visibility to the polished wooden bridge rail and the faint scuff patterns on the surrounding floor covering that indicate frequent recreational use in this dedicated leisure space.",
+          "The camera completes its synchronized return arc clockwise, carefully aligning the optical center directly over the original gaming coordinates while stabilizing the elevated framing to precisely match the initial compositional baseline without introducing any residual lateral drift; this final rotational adjustment fully re-establishes the complete billiard surface where the white cue ball rests motionless near the center lane, surrounded by the widely dispersed colored spheres that have finally settled against the rubber cushions and near the diamond markers, as the consistent studio lighting highlights the smooth polymer finishes and the subtle fabric nap of the gray playing field in its post-break configuration, clearly displaying the strategic spacing of the numbered balls across the slate bed and the faint chalk dust lingering near the head string line, while the unwavering illumination ensures that every positional detail of the scattered arrangement remains perfectly legible within the restored overhead perspective."
+        ]
+      }
+    },
+    "original_task_id": "a00563_00668",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00027_00216_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A heavy sledgehammer strikes a standing bundle of candy canes, instantly shattering the hard candy into a cloud of red and white shards and dust.",
+          "The camera initiates a deliberate upward tilt that steadily raises its optical axis away from the immediate impact zone; a network of exposed steel trusses and dark acoustic baffles gradually fills the expanding frame under the cool wash of a single overhead spotlight that illuminates floating sugar particles drifting through the stagnant air, effectively transitioning the perspective from the ground-level destruction to the quiet industrial architecture hovering above the workbench, while the shallow depth of field keeps the ceiling rigging sharply focused against the blurred background, and the gradual shift in parallax reveals the vast vertical scale of the filming space. This continuous elevation creates a seamless visual bridge that disconnects the audience from the chaotic foreground, emphasizing the controlled, professional atmosphere of the soundstage while the lens captures the subtle interplay between the harsh artificial lighting and the soft, powdery remnants suspended in the darkened upper atmosphere.",
+          "The camera continues its unwavering upward tilt that completely abandons the initial workspace; heavy ventilation ducts and black soundproof panels dominate the composition while capturing the faint glow of distant control monitors reflecting against the dark upper walls, thereby establishing a fully displaced viewpoint that severs all visual connection to the original action area and emphasizes the vast, empty volume of the production space, while this sustained elevation pushes the frame into a region entirely disconnected from the ground-level event, allowing the viewer to observe the intricate network of cable management systems and structural crossbeams that span the overhead area under the dim, ambient wash of emergency exit signage. The persistent upward momentum ensures the original destruction zone remains completely obscured, reinforcing the temporary visual departure from the central narrative.",
+          "The camera reverses its trajectory with a controlled downward tilt that slowly descends from the shadowed ceiling infrastructure; the upper edges of the weathered workbench gradually come back into view as the ambient lighting begins to highlight the faint traces of residual sugar dust drifting through the air, methodically retracing the visual path to reconnect with the lower portion of the set while maintaining a steady pacing that prepares the frame for the final re-establishment of the scene. This deliberate descent shifts the optical focus away from the distant architectural elements and guides the perspective back toward the primary filming zone, gradually restoring spatial context as the lens navigates through the suspended particles and realigns with the horizontal plane of the countertop.",
+          "The camera completes its precise downward tilt that firmly re-establishes the original framing over the dark countertop; the heavy sledgehammer now rests beside a scattered field of fractured red and white candy cane fragments, allowing the viewer to clearly observe the complete aftermath of the violent impact against the cool, reflective surface as the lens settles into a static position that captures the full extent of the shattered sweets and the lingering powder spread across the workspace. This final stabilization locks the perspective back onto the primary action area, ensuring all visual elements return to their initial spatial relationship while highlighting the stark contrast between the pristine tools and the chaotic, colorful debris left behind."
+        ]
+      }
+    },
+    "original_task_id": "a00027_00216",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_00187_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A small box firework on the ground erupts, shooting a fountain of bright red, white, and blue sparks upward that scatter and rain down while thick smoke billows around the base.",
+          "The camera initiates a steady clockwise orbit around the pyrotechnic display, keeping the small square box centered in the frame as it violently ejects a fountain of red, white, and blue sparks that rain down onto the reddish-lit ground.",
+          "The camera persists in its clockwise rotation, drifting laterally until the active firework disappears from view entirely, leaving only the dark, featureless night sky and the faint, drifting haze of smoke visible in the periphery.",
+          "The camera switches to a counterclockwise orbit to begin its return, sweeping past the dark, open space where the lingering haze of smoke hangs in the air, moving back toward the center of the activity.",
+          "The camera finalizes its counterclockwise path to re-establish the original viewpoint, bringing the small box firework back into full view as it continues to burst with bright, crackling sparks that illuminate the surrounding dust and debris."
+        ]
+      }
+    },
+    "original_task_id": "a00843_00187",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00786_01466_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A player strikes the white cue ball with a pool cue, sending it forcefully into a racked triangle of colorful balls, causing them to scatter rapidly across the blue felt surface of the table.",
+          "The camera begins to arc counterclockwise from its high overhead position, revealing the player's gloved hand gripping the pool cue as the white ball rockets toward the tightly packed triangle of vibrant billiard balls on the smooth blue felt.",
+          "The camera continues its steady counterclockwise arc away from the playing surface, shifting the frame entirely toward the dimly lit gray flooring and the shadowed perimeter of the room until the pool table and all scattered spheres vanish completely from sight.",
+          "The camera initiates a smooth clockwise arc to reorient toward the gaming area, capturing the dark wooden rails and silver corner pockets gradually sliding back into the frame as the blue playing surface begins to reappear along the lower edge.",
+          "The camera completes its clockwise arc to settle back into the original overhead perspective, clearly displaying the final resting positions of the multicolored pool balls scattered across the expansive blue felt while the player's extended arm and resting cue stick frame the lower right corner."
+        ]
+      }
+    },
+    "original_task_id": "a00786_01466",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_01023_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A massive explosion erupts from a large brick building, sending a towering fireball and debris high into the air as thick smoke billows outward.",
+          "The camera initiates a smooth clockwise orbital sweep around the perimeter of the estate, steadily rotating along the overgrown grassy embankment while maintaining a consistent forward momentum that gradually repositions the viewpoint toward the western treeline, and as the lens tracks this deliberate arc the sprawling red brick manor remains firmly anchored in the frame, capturing the precise moment when a violent detonation shatters the central gable, sending a towering column of incandescent flames and pulverized masonry skyward while thick plumes of black smoke rapidly obscure the upper chimneys and rain burning embers onto the surrounding foliage, simultaneously illuminating the damp earth with an intense, flickering amber glow that reflects off scattered glass shards and twisted iron fixtures littering the courtyard, where heavy wooden doors splinter outward under the concussive force and once pristine architectural details dissolve into chaotic fragments across the dew-soaked meadow.",
+          "The camera continues its steady clockwise orbital trajectory along the outer ridge, persistently tracking past the dense cluster of weathered birch trees that dominate the foreground while the rotational speed remains uniform and unhurried, further distancing the lens from the original focal point, and as the perspective shifts entirely away from the initial structure the frame becomes exclusively occupied by the quiet countryside landscape, revealing a sprawling meadow of tall green grasses swaying in the wind, a distant stone wall covered in ivy, and a pale overcast sky where only faint wisps of gray ash drift downward, completely erasing the explosive manor from sight and replacing the chaos with serene, untouched rural tranquility, while a lone rusted fence post stands silhouetted against the horizon and wildflowers sway gently near a shallow drainage ditch.",
+          "The camera reverses its directional path and begins a deliberate counterclockwise orbital return along the same grassy ridge, smoothly pivoting back toward the eastern coordinates while gradually closing the distance to the original composition through a consistent, unhurried rotation, and as the lens realigns with the central axis the devastated manor reemerges into view, showcasing the catastrophic aftermath of the blast with collapsed masonry piles, twisted roof beams still smoldering, and a massive crater where the foundation once stood, all shrouded beneath a lingering haze of crimson-tinged smoke that slowly dissipates into the cloudy atmosphere while casting long, dramatic shadows across the scorched earth, where charred timber fragments and shattered window panes create a jagged mosaic across the ruined courtyard floor.",
+          "The camera completes its counterclockwise orbital arc and settles back into the initial framing position, stabilizing its rotational movement to perfectly match the opening perspective while locking focus on the primary structure through a gentle, precise adjustment, and with the viewpoint fully restored the large brick building dominates the composition once more, clearly displaying the final state of destruction as towering flames continue to lick at the remaining walls, thick black smoke billows heavily from the shattered windows, and scattered debris litters the surrounding lawn under the muted daylight, effectively bookending the sequence by returning the audience to the exact vantage point where the catastrophic eruption first unfolded, now revealing the complete structural collapse and the slow descent of cooling ash over the devastated grounds."
+        ]
+      }
+    },
+    "original_task_id": "a00106_01023",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00089_00763_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person releases a white Discraft disc, sending it rolling vertically across dry, brown grass. The disc travels forward over the uneven terrain, wobbling slightly as it maintains its upright momentum across the field.",
+          "The camera initiates a slow, deliberate crane down toward the parched terrain, steadily descending along a smooth vertical trajectory, while the wide lens captures the white Discraft disc as it begins its vertical roll across the brittle, brown blades of grass, with the fading golden-hour sunlight casting long, stretching shadows from distant tree lines onto the uneven ground and illuminating the subtle texture of dry soil beneath the spinning plastic as the perspective shifts to a lower, intimate angle that emphasizes the disc's wobbling momentum across the open field, narrowing focus to isolate the rolling object against the textured backdrop, enhancing contrast between the bright plastic and the dormant earth while the ambient light gently fades, creating a dramatic visual separation that draws attention directly to the central motion.",
+          "The camera continues its steady crane down into the immediate foreground, completely abandoning the initial playing field, while the frame fills exclusively with a dense patch of tangled roots, scattered dry leaves, and compacted earth that completely obscures any trace of the rolling disc or the thrower's original position, revealing instead the intricate network of fungal threads and cracked soil patterns that emerge under the low-angle scrutiny as the lens settles into a macro-like perspective of the dormant ground cover and captures the subtle interplay of shadow and texture across the barren surface, effectively erasing all contextual landmarks from view while the natural elements dominate the composition.",
+          "The camera begins a smooth crane up away from the dirt, gradually ascending along the same vertical axis, while the lens reveals the broader expanse of the dry meadow as the scattered foliage and compacted soil recede from view and the distant tree line begins to reappear against the soft twilight sky, slowly reintroducing the weathered wooden fence posts and the gentle slope of the hill that frame the open space where the disc originally traveled, thereby reorienting the viewer toward the horizontal plane of the grassy field, allowing the ambient dusk light to gradually wash over the recovering landscape while restoring spatial continuity.",
+          "The camera completes its steady crane up to the original height, perfectly realigning with the initial vantage point, while the frame clearly captures the white Discraft disc as it continues its wobbling trajectory across the dry, brown grass, now resting near a distant metal basket post under the cooling evening light, with the surrounding trees and parked vehicles in the background coming back into sharp focus to fully restore the context of the casual disc golf practice session and confirm the disc's final resting position on the uneven terrain, successfully bridging the visual gap created by the temporary descent while reestablishing the primary subject."
+        ]
+      }
+    },
+    "original_task_id": "a00089_00763",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00144_00810_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person pours liquid and ice cubes from a metal shaker into a glass mixing cup that already contains an amber fluid. The ice tumbles down into the glass alongside the stream of liquid.",
+          "The camera begins a smooth pan to the right, shifting the frame away from the pouring action to reveal the glossy white countertop and the polished rim of a nearby stainless steel sink.",
+          "The camera continues its steady pan to the right, completely removing the mixing station from view and centering instead on a row of stacked crystal tumblers resting beside a dark walnut cutting board.",
+          "The camera reverses trajectory and initiates a deliberate pan to the left, sweeping past the bright subway tile backsplash and a wall-mounted rack of hanging copper bar tools.",
+          "The camera completes its leftward pan and locks back onto the original composition, clearly showcasing the diamond-cut mixing glass now crowded with clear ice cubes and the rich amber liquid settling at the bottom."
+        ]
+      }
+    },
+    "original_task_id": "a00144_00810",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00027_00216_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A bundle of red and white striped candy canes, tied together with a pale blue ribbon, stands upright on a scratched dark countertop under bright, focused studio lighting, just as a heavy sledgehammer descends from above to strike the top.",
+          "As the sledgehammer makes contact with the candy canes, the overhead studio lights begin to flicker and dim rapidly, causing the vibrant red stripes to lose saturation and deep shadows to encroach upon the dark surface beneath the standing bundle.",
+          "The scene plunges into near-total darkness as the lights cut out completely, obscuring the violent shattering of the candy canes so that only faint, ghostly outlines of the falling debris and the sledgehammer handle are barely perceptible against the black background.",
+          "The overhead lights flicker back to life, gradually illuminating the scene again as the harsh artificial glow returns, revealing a chaotic scattering of red and white fragments beginning to take shape on the dark, scratched surface.",
+          "With the lighting fully restored to its original brightness, the camera clearly reveals the aftermath: shattered red and white candy cane fragments scattered across the dark surface, with the crumpled white ribbon lying among the debris near the resting head of the sledgehammer."
+        ]
+      }
+    },
+    "original_task_id": "a00027_00216",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00043_00428_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A large, reflective stainless steel bowl sits on a dark surface near a cracked adobe wall, catching bright sunlight as a person starts pouring a stream of white granules from a tray.",
+          "Sudden heavy clouds move in to block the sun, causing the bright reflections on the metal bowl to dim and the shadows on the rough ground to deepen significantly.",
+          "The environment is engulfed in deep shadow as the sunlight is completely obscured, rendering the stainless steel bowl and the pouring action barely visible in the gloom against the dark surface.",
+          "As the heavy clouds part and natural sunlight floods back in, the scene brightens up, gradually revealing the stainless steel bowl which is now accumulating a significant pile of the white granular substance.",
+          "The lighting has fully recovered to bright daylight, clearly displaying the large stainless steel bowl on the dark surface, now filled with a substantial mound of the white granular powder."
+        ]
+      }
+    },
+    "original_task_id": "a00043_00428",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00043_01032_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static top-down shot captures a stainless steel mixing bowl filled with a mound of white flour resting on a light wooden countertop, while a hand tilts a small brown jar to pour granular yeast into the powder.",
+          "The bright overhead kitchen lights suddenly flicker and begin to dim, causing the illumination on the wooden table to waver. Shadows around the metal bowl deepen rapidly, and the white flour loses its brightness as the room starts to darken.",
+          "The lights cut out completely, plunging the scene into near-total darkness where the stainless steel bowl and the hand holding the jar are barely visible as faint, ghostly outlines against the black background.",
+          "The overhead lights flicker back to life, gradually restoring brightness to the kitchen counter. The wooden grain of the table becomes clear again, and the white flour in the bowl slowly regains its stark contrast as the illumination stabilizes.",
+          "With the lighting fully recovered, the camera clearly shows a hand mixing the granular yeast into the large metal bowl of white flour, incorporating the ingredient into the powder on the wooden table."
+        ]
+      }
+    },
+    "original_task_id": "a00043_01032",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00089_00763_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person crouches on dry, brown grass holding a white Discraft disc, preparing to release it, with tall trees silhouetted against a bright evening sky in the background.",
+          "As the person releases the disc onto the uneven terrain, heavy storm clouds rapidly roll in, causing the natural light to dim significantly and shadows to deepen across the field.",
+          "The scene plunges into deep shadow as the clouds completely obscure the sun, leaving the rolling disc barely visible as a faint shape moving through the darkness.",
+          "The storm clouds begin to break apart, allowing bright sunlight to return and illuminate the texture of the dry grass as visibility is gradually restored.",
+          "The lighting fully recovers to reveal the white Discraft disc large and blurred in the bottom right foreground, while the person stands near a basket in the distance."
+        ]
+      }
+    },
+    "original_task_id": "a00089_00763",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00092_00591_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A female tennis player wearing a yellow top and dark skirt runs across the blue hard court, swinging her racquet near the white service lines as a yellow tennis ball rests on the ground.",
+          "The bright overhead stadium floodlights begin to flicker and dim rapidly, causing the vibrant blue court surface to lose its saturation and the player's shadow to lengthen and darken significantly.",
+          "The arena is plunged into near-total darkness as the lights fail completely, leaving only the faint, ghostly outline of the white court lines barely visible against the deep blue gloom.",
+          "The stadium floodlights flicker back to life, gradually washing the scene in bright artificial light again and revealing the texture of the blue court surface and the player's position.",
+          "With the lighting fully recovered and bright, the camera clearly shows the yellow tennis ball bouncing near the white service line on the blue court surface, marking the end of the rally."
+        ]
+      }
+    },
+    "original_task_id": "a00092_00591",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00097_00353_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A shovel with a wooden handle plunges into dark, churning water, striking the edge of a thick sheet of ice on the right, breaking the frozen surface under clear, cool daylight.",
+          "As the tool strikes the ice again, heavy grey storm clouds rapidly roll in overhead, causing the ambient light to drop and shadows to deepen across the rippling water and frozen edge.",
+          "The scene is engulfed in darkness as the clouds completely obscure the sun, leaving the shovel and the jagged ice boundary barely visible as faint silhouettes against the black water.",
+          "The storm clouds begin to dissipate, allowing natural light to filter back through and gradually illuminate the scene, revealing the texture of the water and the broken ice once more.",
+          "The lighting fully recovers to reveal the final state: a jagged, broken edge on the ice sheet with submerged fragments floating in the dark, churning water where the tool had struck."
+        ]
+      }
+    },
+    "original_task_id": "a00097_00353",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00098_00335_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static shot shows a large stainless steel bowl filled with vibrant orange egg yolks and clear whites, while hands hold white eggs above the rim next to a green crate full of eggs under bright artificial light.",
+          "The overhead lights begin to flicker erratically, causing the bright reflections on the metal bowl to stutter and fade as shadows deepen around the green crate and the vibrant colors of the yolks start to desaturate.",
+          "The lights switch off completely, plunging the scene into near-total darkness where only faint, ghostly outlines of the metal bowl and the crate remain visible, obscuring the bright yolks and the hands in deep shadow.",
+          "The overhead lights flicker back to life, gradually illuminating the scene as the darkness recedes, revealing the metallic sheen of the bowl and the returning brightness of the egg yolks while the hands become visible again.",
+          "The lighting has fully recovered to reveal a large metal pot densely filled with raw egg yolks and whites, with hands holding two uncracked white eggs above the bowl beside the crate of whole eggs."
+        ]
+      }
+    },
+    "original_task_id": "a00098_00335",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00098_00483_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a brightly lit kitchen, a person wearing a dark apron stands behind a wooden table and begins tilting a small glass bowl to pour raw egg yolks into a clear glass pie dish that already contains two yellow yolks.",
+          "As the yolks slide from the small bowl, the overhead kitchen lights suddenly flicker and dim, causing shadows to lengthen across the wooden table and the vibrant yellow of the eggs in the glass pie dish to fade into gray.",
+          "The room plunges into darkness as the lights switch off completely, obscuring the details of the kitchen and leaving only the faint, ghostly reflection of the glass pie dish barely visible on the wooden surface.",
+          "The overhead lights buzz and flicker back on, gradually restoring visibility to the scene as the person completes the pouring action, bringing the colors of the raw eggs and the grain of the wooden table back into focus.",
+          "The lighting is now fully restored and stable, clearly revealing the final arrangement where the glass pie dish on the wooden table holds several raw eggs with distinct yolks, and a hand rests holding the empty small glass bowl."
+        ]
+      }
+    },
+    "original_task_id": "a00098_00483",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00098_01181_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up shot shows a hand holding a brown egg over a clear drinking glass, while a white carton filled with more brown eggs sits to the left on a stack of papers.",
+          "The warm indoor lighting suddenly flickers and begins to dim rapidly, casting deepening shadows across the egg carton and the clear glass as the colors start to desaturate.",
+          "The scene plunges into near-total darkness, with only faint, indistinct silhouettes of the egg carton and the glass barely visible against the black background.",
+          "The lighting gradually returns, flickering back to life and slowly revealing the details of the scene again as the warm tones reappear and visibility is restored.",
+          "The lighting is fully restored, clearly showing the clear glass now containing raw egg yolk and white, with a hand holding broken eggshells above it."
+        ]
+      }
+    },
+    "original_task_id": "a00098_01181",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00102_01345_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up static shot captures a metal mesh strainer hovering over a dark ceramic bowl, filtering a translucent pink liquid that drips down in thin streams to create ripples and clusters of bubbles on the red juice surface.",
+          "As the liquid continues to drip through the strainer, the ambient lighting suddenly begins to flicker and dim, causing the bright white highlights on the red juice to fade while shadows deepen around the rim of the bowl.",
+          "The scene plunges into near-total darkness, leaving the bowl and strainer almost completely obscured, with only a faint, ghostly suggestion of the liquid's surface visible in the extreme low light.",
+          "The overhead lights flicker back on, gradually restoring illumination to the scene and revealing the dark bowl once more as the red liquid settles and the surface details become clear again.",
+          "With the lighting fully recovered, the shot clearly shows the dark bowl holding a pool of vibrant red liquid, its surface shimmering with scattered bubbles and faint ripples where the straining process has completed."
+        ]
+      }
+    },
+    "original_task_id": "a00102_01345",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_00691_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static aerial view shows a winding river flowing through dense green vegetation and patchwork fields, with initial plumes of white smoke rising from the forest as a massive explosion begins to erupt.",
+          "As the explosion grows, a towering column of black smoke and fire shoots upward, rapidly expanding and blotting out the sunlight, causing the shadows on the river and fields to deepen significantly.",
+          "The scene is engulfed in darkness as the thick smoke and ash completely block the sun, rendering the landscape barely visible except for the faint glow of burning debris in the center.",
+          "The dense cloud of smoke begins to thin out, allowing natural light to filter back through and gradually revealing the winding river and the surrounding tropical landscape once again.",
+          "Full daylight returns to show a massive cloud of white and dark smoke billowing upward, with numerous white trails of debris arcing radially outward and downward in a starburst pattern over the trees."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00691",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_00880_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static shot captures the large, angular metal armor plate resting on a dirt mound in a field of dry, brown grass, just as a violent explosion detonates against its left side.",
+          "As the fireball begins to surge, sudden heavy storm clouds roll in rapidly from the horizon, causing the ambient lighting to drop significantly and shadows to deepen around the angular metal structure.",
+          "The scene is plunged into near-total darkness as the thick storm clouds completely block the sunlight, rendering the metal target and the erupting debris barely visible in the deep, desaturated gloom.",
+          "The heavy storm clouds quickly begin to part, allowing shafts of natural light to filter back through and gradually illuminate the dry grass and the dirt mound beneath the metal target.",
+          "The lighting fully recovers to clearly reveal the aftermath: a massive fireball and thick black smoke engulfing the left side of the metal structure, while the right angled panel remains standing upright on the mound."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00880",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_00896_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static shot captures the base of a rocket with red 'USA' lettering standing next to a grey metal gantry marked '1 SIDE 4', all illuminated by bright artificial floodlights against a deep blue twilight sky.",
+          "The floodlights illuminating the white rocket section and the metal staircase suddenly flicker and begin to dim, causing shadows to deepen rapidly across the industrial structures and the red crane on the right.",
+          "The scene plunges into near-total darkness as the artificial lights fail completely, leaving the rocket base, the '1 SIDE 4' marking, and the surrounding metal framework barely visible in the gloom.",
+          "An intense orange glow begins to radiate from the bottom of the frame, gradually lighting up the dark metal stairs and gantry beams as the engines ignite with growing power.",
+          "The lighting fully recovers as a massive, blinding cloud of bright orange fire and exhaust erupts, completely engulfing the launch platform and obscuring the rocket base and metal structures in intense, chaotic light."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00896",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_01023_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static shot captures a large brick manor house surrounded by green fields and foreground trees, as a massive explosion suddenly erupts from the structure, sending a towering column of reddish-brown smoke and debris high into the cloudy sky.",
+          "As the explosion continues to billow, thick black smoke and ash rapidly mix with the reddish plume, causing the ambient daylight to dim significantly as the smoke cloud begins to blot out the sun, deepening shadows across the brick walls and foreground foliage.",
+          "The scene plunges into near-total darkness as the dense cloud of smoke and ash completely obscures the sun, leaving only the faint, silhouetted outline of the manor's roof and the chaotic shape of the explosion barely visible against the black sky.",
+          "The oppressive darkness begins to lift as the smoke cloud shifts and thins slightly, allowing patches of daylight to filter through and gradually illuminate the charred brickwork and the turbulent atmosphere around the building.",
+          "Full daylight returns to reveal the aftermath, where a massive fireball now engulfs the manor's roof, sending thick black smoke and flying debris high into the sky, while the lower brick walls remain partially visible beneath the intense flames."
+        ]
+      }
+    },
+    "original_task_id": "a00106_01023",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_01537_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A top-down aerial view captures a rocket engine test on a concrete pad, where a black metal truss structure holds the vehicle stationary as white vapor plumes begin to erupt from the base in a starburst pattern.",
+          "The bright daylight begins to fade rapidly as heavy, dark storm clouds roll in from the edges of the frame, casting deep shadows over the concrete pad and causing the colors of the scene to desaturate significantly.",
+          "The scene plunges into near-total darkness as the storm clouds completely blot out the sun, leaving only faint, ghostly outlines of the black metal structure and the faintest hint of the expanding vapor plumes visible in the gloom.",
+          "The oppressive darkness lifts as the storm clouds begin to break apart, allowing shafts of sunlight to pierce through and gradually illuminate the rocket engine and the swirling masses of exhaust below.",
+          "Sunlight fully returns to reveal the intense climax of the test, where the rocket engine is now burning fiercely, producing a massive, turbulent cloud of bright orange fire and thick white smoke that engulfs the area beneath the stationary black metal structure."
+        ]
+      }
+    },
+    "original_task_id": "a00106_01537",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00107_00694_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static close-up shows a gloved hand pressing a metal chisel against a rapidly spinning, light-colored wooden block mounted on a lathe, sending a spray of fine sawdust into the air as the surface is smoothed.",
+          "The bright natural lighting begins to drop significantly as heavy, dark storm clouds roll over the workshop area, causing the shadows around the spinning wood and the metal tool rest to deepen and colors to desaturate.",
+          "The scene plunges into near-total darkness as the storm clouds completely block the sun, leaving only the faint, ghostly outline of the spinning wooden mass and the sawdust-covered gloves barely visible in the gloom.",
+          "The lighting gradually begins to return as the heavy clouds start to part, revealing the details of the woodworking lathe, the metal chisel, and the scattered wood shavings once more as the ambient light strengthens.",
+          "With the lighting fully recovered, the camera clearly shows the final physical state: the wooden workpiece is now shaped into a smooth, rounded, bulbous form spinning on the lathe, with sawdust covering the gloved hands holding the tool."
+        ]
+      }
+    },
+    "original_task_id": "a00107_00694",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00112_00847_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Under a bright blue sky, a white off-road buggy with open doors is pulled along a dry dirt track by a taut yellow tow strap, kicking up dust near golden grass and dark mountains.",
+          "Dark storm clouds rapidly roll over the distant mountain ridge, casting deep shadows across the dry terrain as the sunlight dims and the vibrant colors of the landscape begin to fade.",
+          "The environment plunges into deep shadow as the storm clouds completely obscure the sun, leaving the white buggy and the yellow tow strap barely visible as faint shapes in the sudden gloom.",
+          "The heavy cloud cover starts to thin and break apart, allowing sunlight to filter back through the atmosphere and gradually illuminate the swirling dust and the contours of the dry hills.",
+          "Full sunlight returns to reveal a massive cloud of brown dust engulfing the white buggy, obscuring its chassis while the yellow tow rope stretches taut into the thick, billowing haze."
+        ]
+      }
+    },
+    "original_task_id": "a00112_00847",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00132_00608_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A heavy mechanical press descends rapidly onto a rectangular metal bar resting on a worn lower die, beginning to crush the hot steel while small sparks and debris scatter near the impact zone.",
+          "As the heavy ram presses down, the ambient workshop lighting suddenly flickers and dims significantly, casting long shadows across the metal surfaces and making the orange heat of the steel stand out more starkly.",
+          "The scene plunges into darkness as the lights fail completely, obscuring the heavy machinery and leaving only the faint, residual heat glow of the metal bar barely visible within the shadowed press area.",
+          "The artificial lighting flickers back on, gradually brightening the industrial setting and slowly revealing the heavy press in its lowered position while the details of the crushed metal begin to emerge from the shadows.",
+          "The lighting fully recovers to reveal the final result: the metal bar has been compressed into a flat, wide sheet on the bottom die, surrounded by scattered dark flakes of scale and debris."
+        ]
+      }
+    },
+    "original_task_id": "a00132_00608",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00190_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A pink tablet stands upright on a metal platform marked with yellow and black hazard tape, while a man in a white lab coat kneels in the background near two bright studio lights.",
+          "The two bright studio lights in the background begin to flicker and dim rapidly, casting deepening shadows across the workshop floor and causing the colors of the pink tablet to desaturate.",
+          "The workshop plunges into near-total darkness as the artificial lights cut out completely, leaving only faint ambient glimmers barely revealing the silhouette of the standing tablet on the metal platform.",
+          "The studio lights flicker back to life with a sudden surge of brightness, illuminating the scene once more as the man in the white coat remains kneeling in the background.",
+          "Under the fully restored lighting, the pink tablet is revealed to be completely flattened against the metal platform, surrounded by large, jagged chunks of shattered concrete from the dropped block."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00190",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00574_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Three cans of Joys Salted Peanuts filled with blue and yellow water beads sit on the concrete pavement next to a stationary black car tire under normal daylight.",
+          "The sunlight begins to fade rapidly as storm clouds gather, and the car tire starts to roll forward, its tread making contact with the first can.",
+          "The scene plunges into near-total darkness, hiding the action as the tire rolls over the cans, leaving only the vague silhouette of the vehicle visible against the dim ground.",
+          "The heavy storm clouds begin to part and sunlight filters back in, gradually illuminating the black tire as it completes its roll past the crushed metal containers on the pavement.",
+          "Full daylight returns to reveal the three crushed metal cans lying flattened on the pavement, with blue and yellow gel beads scattered widely across the textured concrete."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00574",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00729_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A rectangular plastic container filled with layered rainbow slime and clear water beads sits on the rough gray asphalt next to a large black car tire, illuminated by bright natural daylight.",
+          "Dark storm clouds suddenly roll overhead, causing the natural light to flicker and dim rapidly as deep shadows begin to engulf the colorful water beads and the tread of the car tire.",
+          "The scene plunges into near-total darkness, obscuring the container as the heavy tire begins to crush it, with only faint silhouettes of the scattered beads visible against the dark ground.",
+          "The heavy clouds begin to part, allowing sunlight to filter back through and gradually reveal the crushed remains of the plastic container and the spreading orange slime on the asphalt.",
+          "The lighting fully recovers to bright daylight, clearly showing the flattened plastic container lying crushed on the asphalt, spilling orange slime and scattering hundreds of colorful water beads across the wet ground near the tire."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00729",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00800_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A large black car tire rests on a wooden ramp next to a whole green watermelon on the gray asphalt, with the tire just beginning to roll forward to crush the fruit under its weight.",
+          "As the tire presses down, heavy dark storm clouds suddenly roll in from the side, causing the natural sunlight to dim rapidly and casting deep, lengthening shadows over the watermelon and the textured pavement.",
+          "The scene plunges into near-total darkness as the storm clouds completely block the sun, rendering the car tire and the bursting watermelon barely visible as faint, shadowy silhouettes against the dim asphalt.",
+          "The heavy cloud cover begins to break apart, allowing shafts of sunlight to pierce through and gradually illuminate the scattered red pulp and green rind chunks lying on the ground near the tire.",
+          "The lighting returns to full brightness, clearly revealing the crushed remains of the watermelon with red flesh and green rind scattered across the asphalt next to the stationary car tire and wooden block."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00800",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00144_00810_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up shot captures a person's hands tilting a stainless steel shaker to pour liquid and ice into a clear, diamond-patterned glass resting on a white countertop, illuminated by bright, even indoor lighting that highlights the amber fluid.",
+          "The bright overhead lights suddenly flicker and dim, causing the scene to darken rapidly as shadows lengthen across the white beadboard wall and the reflection on the metal shaker fades while the pouring continues.",
+          "The environment plunges into deep darkness, rendering the white countertop and the diamond-patterned glass almost invisible, with only the faint, shadowy outline of the person's hands and the shaker barely discernible in the gloom.",
+          "The artificial lighting begins to surge back, flickering on and gradually washing away the shadows to reveal the white surface and the glass once more as the scene brightens steadily.",
+          "The lighting fully recovers to its initial brightness, clearly revealing the final state where the diamond-patterned glass sits on the white counter, containing the brown liquid and topped with large chunks of clear ice."
+        ]
+      }
+    },
+    "original_task_id": "a00144_00810",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00204_01516_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Two curling players in bright yellow shirts and black pants vigorously sweep the white ice with brooms in front of a sliding yellow stone, while a third player watches from behind near the blue rink border.",
+          "The bright overhead arena lights begin to flicker and dim, casting deepening shadows across the ice as the players continue to sweep the yellow stone, the colors of their shirts starting to desaturate in the fading light.",
+          "The arena plunges into near-total darkness, leaving only the faintest, barely visible outline of the yellow curling stone and the sweeping brooms against the dark ice surface, effectively hiding the players.",
+          "The overhead lights flicker back on, gradually illuminating the rink again as the shadows recede and the white ice reflects the returning brightness, slowly revealing the players and the stone's new position.",
+          "The lighting fully recovers to bright normal levels, clearly showing the yellow curling stone resting centrally inside the blue target circle, surrounded by the players in yellow shirts holding their brooms on the white ice."
+        ]
+      }
+    },
+    "original_task_id": "a00204_01516",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00207_02059_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black Nikon camera sits centered on a circular metal base beneath a massive, shiny hydraulic press ram, with yellow lightning bolt warning signs visible on the green industrial wall in the background.",
+          "As the press ram descends and the camera body starts to buckle under pressure, the overhead workshop lights flicker erratically and dim, causing the metallic reflections to fade and shadows to lengthen rapidly.",
+          "The environment plunges into heavy darkness, hiding the violent crushing action almost entirely, leaving only the vague, shadowy silhouette of the press ram and the metal base visible in the gloom.",
+          "The artificial lights flicker back on, slowly restoring visibility to the workshop as the press remains lowered, gradually revealing scattered metal shards and the camera strap draped across the table surface.",
+          "With the lighting fully restored to normal brightness, the Nikon camera is shown completely destroyed and crushed flat into a pile of jagged debris, with its strap hanging limply from the ruined chassis."
+        ]
+      }
+    },
+    "original_task_id": "a00207_02059",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00233_00090_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person wearing blue nitrile gloves holds a large white scoop filled with flour over a shiny stainless steel mixing bowl. To the left, a light blue bowl sits on the counter near a window. The flour begins to pour from the scoop, creating a stream of white powder falling into the empty metal bowl.",
+          "The bright linear reflections on the curved stainless steel bowl suddenly flicker and dim as the overhead lights fail. Shadows deepen rapidly across the counter, and the vibrant white of the flour and the blue gloves begins to desaturate into gray tones as the room loses its primary illumination.",
+          "The scene is plunged into heavy darkness, obscuring almost all detail except for the faint outline of the window frame on the left. The stainless steel bowl is barely visible as a dark shape, and the pouring flour is hidden in the shadows, continuing its accumulation unseen.",
+          "The artificial lighting flickers back on, gradually washing out the darkness and restoring the metallic sheen to the mixing bowl. The blue gloves and the white scoop become distinct again as the light intensifies, revealing the growing pile of flour at the bottom of the bowl.",
+          "The lighting has fully stabilized, brightly illuminating the kitchen counter once more. A substantial mound of white flour now sits settled at the bottom of the large stainless steel mixing bowl, while the blue-gloved hand rests near the edge of the frame, the pouring action complete."
+        ]
+      }
+    },
+    "original_task_id": "a00233_00090",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00233_00238_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A steady stream of white flour cascades from a tilted metal bowl into a larger stainless steel mixing basin, landing next to a pile of granulated sugar, while a gloved hand steadies the container under bright kitchen lighting.",
+          "The overhead kitchen lights begin to flicker erratically, casting deepening shadows across the stainless steel bowl as the steady stream of flour continues to pour, causing the white powder and sugar to lose their brightness and desaturate.",
+          "The scene plunges into near-total darkness as the lights completely fail, leaving only faint, indistinct outlines of the metal bowl and the settling mound of flour barely visible in the gloom.",
+          "The overhead lights sputter and begin to return, gradually illuminating the interior of the large stainless steel bowl again, revealing the accumulated mound of white flour and sugar as visibility slowly restores.",
+          "The lighting fully recovers to its original brightness, clearly revealing the final state: a large stainless steel mixing bowl containing a settled, combined mound of white flour and granulated sugar at the bottom, with the pouring action complete."
+        ]
+      }
+    },
+    "original_task_id": "a00233_00238",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00237_00609_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand carefully places a small wooden domino at the end of a curved line next to a complex tower of wooden blocks with drilled holes, illuminated by bright, steady indoor lighting.",
+          "The ambient lighting suddenly begins to flicker and dim, causing the shadows around the base of the wooden block tower and the line of dominoes to deepen and lengthen rapidly.",
+          "The scene is plunged into heavy darkness, rendering the wooden block structure and the row of dominoes almost invisible, with only faint outlines distinguishable in the low light.",
+          "The lights flicker back to life, gradually illuminating the scene again as a blue marble speeds down the wooden ramps and impacts the first standing domino in the line.",
+          "The lighting fully recovers to clearly show a blue marble resting near the base of the wooden block structure while the curved row of wooden dominoes is toppling over in a chain reaction."
+        ]
+      }
+    },
+    "original_task_id": "a00237_00609",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00237_00717_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A glossy red and white ceramic object tumbles rapidly toward the rotating metal teeth of an industrial shredder set against a blue metal wall, clearly illuminated by bright overhead artificial lighting that reflects off the smooth surface.",
+          "As the ceramic object hits the blades, the overhead industrial lights suddenly flicker and begin to dim, casting deep shadows over the metal teeth and causing the vibrant red colors to desaturate quickly.",
+          "The scene plunges into near-total darkness as the lights switch off completely, leaving only faint, barely visible outlines of the shredder's heavy metal gears in the gloom while the crushing action continues unseen.",
+          "The overhead lights flicker back to life, gradually restoring bright illumination to the blue wall and the shredder mechanism, revealing the heavy metal teeth continuing their relentless rotation as full visibility returns.",
+          "With lighting fully recovered, the camera clearly shows the red polka-dotted object completely shredded into small white and red fragments that are rapidly disappearing between the rotating metal blades of the industrial machine."
+        ]
+      }
+    },
+    "original_task_id": "a00237_00717",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00238_00133_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up static shot of a light-colored wooden marble run featuring carved tracks and curved channels, where a glass marble begins rolling along the upper track under bright, steady illumination.",
+          "The overhead workshop lights begin to flicker and dim, causing the shadows within the carved wooden channels to deepen significantly and the warm tones of the wood grain to desaturate.",
+          "The scene plunges into near-total darkness as the lights switch off completely, leaving only the faint, shadowy silhouette of the wooden track structure barely visible against the black background.",
+          "The overhead lights flicker back on, gradually restoring visibility to the wooden structure as the heavy shadows recede and the natural pale color of the timber returns to the frame.",
+          "With the lighting fully restored to its original brightness, the camera clearly shows a blue marble resting securely inside a carved circular hole in a wooden block on the left side of the stationary track."
+        ]
+      }
+    },
+    "original_task_id": "a00238_00133",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00270_00023_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "The Uzbekistan Airways airplane, displaying a blue upper fuselage and green lower section, descends with landing gear extended, its large blue engine with a yellow logo clearly visible against the grey sky.",
+          "As the plane nears the runway, dense storm clouds rapidly gather overhead, causing the ambient light to dim significantly and casting deeper shadows beneath the extended wing flaps and landing gear.",
+          "The environment plunges into near-total darkness as the storm front blocks all light, rendering the white fuselage and wing structures almost invisible, with only the faint silhouette of the wheels remaining.",
+          "The oppressive cloud layer begins to break apart, allowing diffuse grey daylight to filter back through and gradually revealing the wet runway surface and the side of the aircraft's white fuselage.",
+          "The lighting fully returns to its original level, clearly showing the large airplane rolling away down the wet runway with wing spoilers deployed and water spraying from the tires as it slows."
+        ]
+      }
+    },
+    "original_task_id": "a00270_00023",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00280_00363_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skier descends rapidly down the steep, snow-covered mountain slope, navigating around the scattered dark rocks while kicking up a large spray of white powder with each turn under bright sunlight.",
+          "As the skier continues their rapid descent, heavy storm clouds suddenly roll over the ridge, causing the bright sunlight to dim and shadows to deepen around the scattered dark rocks on the slope.",
+          "The scene plunges into near-total darkness as the storm clouds completely engulf the mountain, leaving the skier and the snow-covered terrain barely visible in the deep, gloomy shadows.",
+          "The heavy storm clouds begin to part, allowing sunlight to gradually return and illuminate the snowy slope once more, revealing the aftermath of the descent near the scattered dark rocks.",
+          "The lighting has fully recovered to reveal a person lying on their back in the snow with limbs splayed, surrounded by a spray of powder near the scattered dark rocks where the descent ended."
+        ]
+      }
+    },
+    "original_task_id": "a00280_00363",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00318_00064_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A pineapple sits perched on the peak of a rough, brown dirt mound surrounded by dry scrub brush, under a bright blue sky with soft white clouds.",
+          "Dark, heavy storm clouds rapidly roll in from the sides, blocking the sun and causing the lighting on the dirt mound and pineapple to dim significantly while shadows deepen.",
+          "The scene is plunged into near darkness as thick clouds completely obscure the sky, leaving the brown dirt mound and pineapple as barely visible silhouettes in the gloom.",
+          "The heavy clouds begin to break and move away, allowing sunlight to return and gradually brighten the scene, revealing the textured earth of the mound once more.",
+          "The lighting fully recovers to bright daylight, showing scattered yellow fruit chunks and green leaves drifting through the air above the brown dirt mound after the pineapple has exploded."
+        ]
+      }
+    },
+    "original_task_id": "a00318_00064",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00327_00223_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black car tire begins to roll forward, pressing against the first blue water balloon in a long line of colorful spheres arranged on wet, beige tiled pavement.",
+          "As the tire moves past the blue balloon towards the orange one, sudden heavy storm clouds block the sun, causing the scene to rapidly darken and colors to desaturate.",
+          "The environment is plunged into deep shadow, making the car's undercarriage and the line of balloons almost invisible, with only faint silhouettes remaining against the darkened, wet ground.",
+          "Sunlight begins to break through the clouds, restoring visibility to the driveway and highlighting the water splashes on the tiles as the car continues its forward motion.",
+          "The lighting is fully bright again, clearly showing the wet pavement littered with colorful rubber scraps, while four intact water balloons in blue, light blue, orange, and red lie scattered separately across the tiles."
+        ]
+      }
+    },
+    "original_task_id": "a00327_00223",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00364_01737_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Numerous white, oblong pills fall rapidly onto a dark green surface, tumbling and bouncing off each other as they scatter across the frame under bright, focused illumination that highlights their smooth texture.",
+          "The overhead studio lights begin to flicker and dim significantly, causing the bright highlights on the tumbling pills to dull and the surrounding shadows to deepen as the scene starts to fade into gray.",
+          "The illumination cuts out completely, plunging the area into near-total darkness where the falling pills are barely visible as faint, ghostly shapes against the black void, their motion obscured by the lack of light.",
+          "The artificial lighting begins to return, gradually brightening the frame and revealing the scattered white pills once again as they settle onto the textured dark green surface below, regaining their stark contrast against the shadows.",
+          "The lighting fully recovers to its original intensity, clearly displaying the final physical state where white oblong pills are scattered across a dark green surface, lying in a random, dispersed pattern after falling."
+        ]
+      }
+    },
+    "original_task_id": "a00364_01737",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00386_00350_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a focused workspace, a craftsman's hand holds a thin, curved copper wire against the sharp edge of a steel anvil while a heavy hammer strikes it repeatedly to shape the metal.",
+          "As the hammer continues its rhythmic strikes against the copper, the overhead workshop lights suddenly flicker, causing the shadows around the anvil to deepen and the metallic sheen of the copper to dull.",
+          "The workshop plunges into near-total darkness, obscuring the craftsman's hand and the steel anvil, with only the faintest outline of the hammer's motion barely visible against the black background.",
+          "The overhead lights buzz and flicker back to life, gradually illuminating the steel anvil and revealing the craftsman's hand still gripping the now-flattened copper wire.",
+          "With the lighting fully restored, the camera clearly shows a flattened copper wire loop resting against the sharp edge of the metal anvil, held firmly in place by the craftsman's hand after the hammering is complete."
+        ]
+      }
+    },
+    "original_task_id": "a00386_00350",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00403_01394_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A glowing lightbulb is captured mid-explosion, with large shards of white glass just beginning to explode outward and upward from the central filament, scattering through the dark air while the bulb still provides bright illumination.",
+          "As the white glass shards continue their slow-motion trajectory outward, the light from the bulb flickers erratically and begins to fade, causing the illumination on the flying fragments to dim and the surrounding shadows to deepen significantly.",
+          "The scene is plunged into almost complete darkness as the light source fails entirely, leaving the area in shadow with only the faintest, ghostly silhouettes of the scattered glass shards barely visible against the pitch-black background.",
+          "Lighting begins to return as a secondary source or restored power flickers on, gradually revealing the suspended debris once more and casting soft highlights on the sharp edges of the white glass fragments floating in the air.",
+          "The lighting has fully recovered to reveal the final aftermath: the light bulb is completely shattered, leaving the metal base and central filament standing intact while sharp white glass fragments remain scattered outward into the surrounding darkness."
+        ]
+      }
+    },
+    "original_task_id": "a00403_01394",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00403_01560_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Four large bottles of cola stand upright on a wooden table dusted with red and blue powder, set against a backdrop of weathered railroad ties and dense green forest foliage, just as the pressure builds inside the plastic containers.",
+          "As the soda bottles begin to shake violently, heavy storm clouds rapidly obscure the sun, causing the natural light to dim significantly and casting deep shadows across the weathered wooden beams behind the table.",
+          "The environment plunges into near-total darkness as the storm front completely blocks the daylight, leaving the violently erupting bottles and the powder-covered table visible only as faint, chaotic silhouettes against the blackened woods.",
+          "The heavy clouds begin to part, allowing shafts of sunlight to pierce through the canopy and gradually illuminate the chaotic scene, revealing the aftermath of the explosions on the wooden table.",
+          "Sunlight fully returns to the scene, clearly revealing two cola bottles lying on their sides on the red and blue powder-covered table, while two other bottles rest on the grass beneath amidst settling smoke."
+        ]
+      }
+    },
+    "original_task_id": "a00403_01560",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00440_01043_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Six colorful balloons with hand-drawn emoji faces are lined up on a concrete surface next to a black car tire, which begins to roll forward to pop the blue balloon on the far right.",
+          "Sudden heavy storm clouds roll in, causing the ambient light to drop rapidly and shadows to lengthen across the concrete as the tire continues to crush the balloons.",
+          "The scene is plunged into darkness, obscuring the popping action, with only the faint silhouette of the tire and the wet ground barely visible in the dim light.",
+          "The clouds begin to break, and light gradually returns to the scene, revealing the tire has moved further left and the balloons are being destroyed.",
+          "Full brightness returns to show all six balloons crushed flat on the wet concrete, with water spraying from the pink and red balloons while the others lie squashed."
+        ]
+      }
+    },
+    "original_task_id": "a00440_01043",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00447_00070_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A stack of metal cans sits centered on a black folding table in front of a rustic wooden retaining wall, just as the top can violently bursts open, spraying white foam and debris high into the air against a backdrop of bare forest trees.",
+          "As the explosion continues to eject white foam, heavy, dark storm clouds rapidly roll in over the tree line, causing the bright sunlight to fade and the shadows on the gravel to deepen significantly.",
+          "The scene plunges into near-total darkness as the storm completely blocks the sun, leaving only the faint, ghostly silhouette of the table legs and the weathered wooden wall visible amidst the gloom.",
+          "The heavy clouds begin to part, allowing shafts of sunlight to return and gradually illuminate the black table, revealing the scattered yellow pineapple debris on the gravel below and the texture of the wooden wall.",
+          "Sunlight fully returns to reveal the aftermath: the base of the metal can stands upright on the foam-covered table, its detached top rests to the left, and white residue splatters the table surface and the weathered wooden wall behind."
+        ]
+      }
+    },
+    "original_task_id": "a00447_00070",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00447_00579_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A row of colorful water balloons in yellow, pink, green, blue, purple, and red sits on a red carpet scattered with confetti, waiting for a decorated car tire visible at the top edge to roll over them under bright indoor lighting.",
+          "As the car tire begins to crush the first yellow balloon, the overhead indoor lights suddenly flicker and dim, casting deepening shadows over the red carpet and causing the vibrant colors of the balloons to dull.",
+          "The room plunges into near-total darkness, obscuring the bursting balloons and the splashing water, leaving only faint silhouettes of the car tire and the scattered confetti barely visible against the dark red surface.",
+          "The overhead lights flicker back on, gradually illuminating the wet red carpet where the remaining balloons are being flattened and burst by the tire, revealing the glistening water and scattered rubber skins.",
+          "With the lighting fully restored, the camera reveals the aftermath: the colorful water balloons are completely burst and flattened, their rubber skins scattered across the wet, red carpet amidst splashed water and confetti."
+        ]
+      }
+    },
+    "original_task_id": "a00447_00579",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00455_00488_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A clear, ribbed glass ramekin sits on a white table next to a brown egg, with blurred wooden bookshelves in the background, as the egg is cracked open and its contents spill into the bowl.",
+          "As a metal spoon slides under the yolk, heavy gray storm clouds suddenly roll past the window on the right, causing the bright sunlight to dim rapidly and the shadows on the table to deepen significantly.",
+          "The scene plunges into deep shadow as the sunlight is completely blocked by the clouds, leaving the glass ramekin and the spoon barely visible as dark silhouettes against the dimly lit bookshelves in the background.",
+          "The heavy clouds begin to dissipate, allowing bright sunlight to stream back through the window on the right, gradually illuminating the glass bowl and revealing the spoon lifting the yolk.",
+          "Full lighting is restored, clearly revealing the final state where the ribbed glass ramekin holds only clear egg white, while a spoon lifts the intact yellow yolk above it as a strand of white drips down."
+        ]
+      }
+    },
+    "original_task_id": "a00455_00488",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00456_00097_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A gloved hand stabilizes a rough, rectangular block on a sandy floor while another hand uses yellow-handled end-cutting pliers to grip and wiggle a metal loop embedded in the side.",
+          "The overhead workshop lights suddenly flicker and dim, causing deep shadows to swallow the workspace as the yellow handle of the pliers loses its vibrancy and the scene fades toward black.",
+          "Total darkness engulfs the workshop corner, completely obscuring the rough block and the pliers, leaving only the faint, ghostly texture of the sandy ground barely perceptible in the heavy, suffocating gloom.",
+          "The lights sputter and return, washing the scene back in illumination as the rough texture of the wood and the metallic glint of the embedded loop gradually become visible once more.",
+          "The lighting stabilizes completely to clearly show a hammer claw resting against a bent metal fastener embedded in the side of the rough wooden plank, which is held upright by the gloved hand."
+        ]
+      }
+    },
+    "original_task_id": "a00456_00097",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00479_00309_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A pool cue strikes the white ball with red dots on the smooth blue felt table, sending it rolling toward the yellow number one ball near the corner pocket, while the blue number two ball sits stationary under bright indoor lights.",
+          "The overhead artificial lights suddenly begin to flicker and dim, causing the shadows beneath the blue number two ball and the yellow number one ball to deepen rapidly as the white ball continues its path across the darkening table.",
+          "The lighting drops to near total darkness, rendering the pool table and the scattered billiard balls almost completely invisible, with only faint outlines of the corner pockets and the diamond-plate wall texture barely discernible in the gloom.",
+          "The artificial lights flicker back to life, gradually illuminating the blue felt surface and revealing the positions of the blue number two ball and the yellow number nine ball as visibility returns to the room.",
+          "With the lighting fully restored, the white cue ball is seen rolling forward across the blue table towards the yellow nine ball in the bottom right, while the blue ball and other stationary spheres remain in their original positions on the felt."
+        ]
+      }
+    },
+    "original_task_id": "a00479_00309",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00503_01377_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person's hand holds a black and red pressure washer nozzle, directing a powerful stream of water onto a dirty stone window sill and red brick wall under bright sunlight, flanked by green leafy plants.",
+          "While the water spray hits the ledge, the intense sunlight abruptly dims as thick storm clouds sweep overhead, causing the shadows cast by the nozzle and foliage to lengthen and darken significantly.",
+          "The exterior scene is engulfed in deep shadow as the clouds completely obscure the sun, rendering the pressure washer and the brick wall almost invisible in the sudden, heavy gloom.",
+          "The ambient light gradually intensifies as the storm clouds break apart, bringing the sun back to illuminate the wet surface of the window sill and the red bricks once more.",
+          "Full daylight is restored, showcasing the clean, wet stone ledge free of dirt, with water trickling down the brickwork and the nearby leaves appearing fresh and damp from the spray."
+        ]
+      }
+    },
+    "original_task_id": "a00503_01377",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00512_00883_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a well-lit indoor space with tiled flooring, a large, empty stainless steel mixing bowl with metal handles sits centrally while a person wearing black pants and grey Crocs stands nearby as black-gloved hands begin to pour white flour.",
+          "The bright overhead illumination suddenly flickers and begins to dim, casting deepening shadows across the tiled floor and dulling the metallic sheen of the large mixing bowl as the person continues to pour the flour into the darkening basin.",
+          "The room plunges into near-total darkness, leaving only faint, indistinct shapes visible in the gloom where the large stainless steel bowl is barely perceptible as a dark silhouette and the pouring action is completely obscured by heavy blackness.",
+          "The overhead lights flicker back to life, gradually restoring visibility to the room as shadows retreat and the brightness increases, slowly revealing the stainless steel bowl and the legs of the person standing nearby while flour dust settles.",
+          "The lighting has fully recovered to its original brightness, clearly illuminating the large stainless steel mixing bowl which now holds a substantial mound of white flour powder settled at the bottom, with the person in black pants standing on the tiled floor."
+        ]
+      }
+    },
+    "original_task_id": "a00512_00883",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00513_00452_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A round head of green cabbage rests centrally on a rugged mound of dry, cracked earth under a vast clear blue sky, remaining intact just moments before it violently detonates.",
+          "The bright daylight rapidly fades as a solar eclipse obscures the sun, casting deep shadows over the dirt mound and causing the cabbage's green leaves to desaturate.",
+          "The scene is plunged into near-total darkness by the eclipse, hiding the cabbage and the earth mound in deep shadow just as the vegetable bursts apart.",
+          "Brightness steadily returns as the solar eclipse concludes, the blue sky regaining its luminance to illuminate the explosion site on the dry earth mound and the scattered vegetable remnants.",
+          "The lighting fully recovers to bright daylight, revealing the obliterated cabbage scattered as green shards and white dust above the mound, with a small red fragment floating high in the air."
+        ]
+      }
+    },
+    "original_task_id": "a00513_00452",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00550_00045_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up shot shows a blacksmith's hands gripping heavy tongs that hold a glowing orange rectangular metal billet against the horn of a dark iron anvil, while a large hammer strikes the hot steel, sending small sparks flying in the well-lit workshop.",
+          "The overhead workshop lights begin to flicker violently and dim, causing the shadows around the anvil and the blurred machinery in the background to deepen significantly, while the glowing orange hue of the hot metal starts to appear more intense against the desaturating surroundings.",
+          "The workshop plunges into near-total darkness as the lights fail completely, leaving only the faint, dying ember glow of the hot metal billet barely visible on the anvil, with the blacksmith's hands and the hammer reduced to silhouettes in the gloom.",
+          "The overhead lights sputter and flicker back to life, gradually illuminating the scene again as the grey tones of the anvil and the workshop equipment emerge from the shadows, revealing the blacksmith still holding the tongs over the metal.",
+          "With the lighting fully restored and steady, the camera clearly reveals three glowing orange metal bars stacked flat on a dark, rough block, forming a single rectangular mass with visible surface texture and scattered scale flakes, indicating the forging process is complete."
+        ]
+      }
+    },
+    "original_task_id": "a00550_00045",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00550_00137_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up view captures a heavy iron anvil with a wooden-handled hammer resting on its face, while a blacksmith's legs and boots stand on the wooden floor nearby as he begins to strike a glowing orange metal bar.",
+          "The overhead workshop lights suddenly flicker and begin to dim, causing the shadows around the anvil and the blacksmith's boots to deepen while the sparks from the hammer strikes glow more intensely.",
+          "The scene plunges into darkness as the lights fail completely, leaving only the faint, reddish glow of the hot metal bar barely visible on the anvil's surface.",
+          "The workshop lights flicker back on, gradually illuminating the wooden floor and the metal anvil again as the visibility returns to the room.",
+          "The lighting fully recovers to reveal the heavy iron anvil sitting empty and bare on its wooden support, the glowing metal bar having been removed, with the small decorative figure on the anvil's side clearly visible."
+        ]
+      }
+    },
+    "original_task_id": "a00550_00137",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00561_00108_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand holds a dark crawfish by its tail, dangling it just inches above the calm, reflective surface of a pond, with green leafy vegetation lining the water's edge in the background under bright natural daylight.",
+          "As the crawfish dangles near the water, heavy grey storm clouds rapidly roll in overhead, causing the natural sunlight to fade and the vibrant green of the bank vegetation to desaturate into dull shadows.",
+          "The scene plunges into near-total darkness as the storm completely blocks the sun, barely revealing the silhouette of the hand and the dark water where a violent disturbance suddenly erupts with a splash.",
+          "The heavy cloud cover begins to break apart, allowing shafts of sunlight to pierce through and gradually illuminate the churning water surface and the hand hovering above the ripples.",
+          "Full daylight returns to reveal the aftermath, showing turbulent dark water churning with white foam and bubbles where the fish submerged, while the now-empty hand hovers motionless near the surface vegetation."
+        ]
+      }
+    },
+    "original_task_id": "a00561_00108",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00561_01358_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static low-angle shot focuses on a textured patch of white sand in the foreground, while in the middle distance, a black bucket swing suspended by metal chains sways back and forth over a grassy field lined with trees.",
+          "The natural lighting begins to dim noticeably as thick, grey storm clouds rapidly obscure the sky, causing the green grass to lose vibrancy and the white sand to turn a dull grey while the swing continues its pendulum motion.",
+          "The environment is engulfed in deep shadow and near darkness, making the background trees and grass almost invisible, with only the faint, ghostly shape of the white sand patch and the vague silhouette of the swinging chains remaining discernible.",
+          "The oppressive darkness lifts as the clouds begin to break, restoring brightness to the scene and revealing the granular details of the white sand once more, while the swinging object becomes clearer as it moves closer to the lens.",
+          "The scene is now fully illuminated, revealing the black bucket swing swinging forward into the immediate foreground holding a crumpled beige mass, with its metal chains pulled taut and the seat tilted sharply upward above the white sand."
+        ]
+      }
+    },
+    "original_task_id": "a00561_01358",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_00367_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A high-angle static shot captures a pool table with smooth gray felt and black rails adorned with white diamond markers, showing a tight rack of colorful balls on the left and a solitary white cue ball on the right.",
+          "Just as the white cue ball is struck and hurtles toward the rack, the overhead lights begin to flicker and dim rapidly, causing the vibrant colors of the balls to fade and shadows to lengthen across the table.",
+          "The scene is plunged into heavy darkness as the lights cut out completely, rendering the scattering balls and the gray felt almost invisible, with only faint silhouettes of the black rails and pockets discernible in the gloom.",
+          "The overhead lights suddenly flicker back on, gradually restoring brightness to the room and revealing the chaotic aftermath as the colored balls finish rolling to a stop across the expansive gray surface of the table.",
+          "Under the fully recovered bright lighting, the final state is clear: the rack is shattered with balls spread wide, the black ball sitting near the top left corner and the white cue ball resting close to the top rail."
+        ]
+      }
+    },
+    "original_task_id": "a00563_00367",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_00668_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "An overhead view captures a gray felt pool table with a white cue ball positioned near the bottom right, ready to strike a tightly racked triangle of colorful balls near the center.",
+          "The overhead artificial lights suddenly flicker and dim, casting deepening shadows across the gray felt as the white cue ball rockets forward to smash into the racked colorful balls.",
+          "The room plunges into darkness, obscuring the pool table and the scattering balls in deep shadow, leaving only the faint outline of the black rails and diamond markers visible.",
+          "The overhead lights flicker back on, gradually illuminating the gray felt and revealing the chaotic dispersal of the balls as visibility returns to the game area, showing the aftermath of the break.",
+          "With the lighting fully restored, the static camera shows the scattered colored pool balls resting across the gray felt, dispersed from the initial triangle formation towards the rails and center."
+        ]
+      }
+    },
+    "original_task_id": "a00563_00668",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_01026_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire begins to roll forward on wet concrete towards a cluster of green, red, and pink water balloons, which glisten under bright natural daylight with clear reflections on the pavement.",
+          "Heavy, dark storm clouds suddenly sweep overhead, causing the ambient light to drop rapidly as deep shadows engulf the driveway and the vibrant colors of the balloons start to desaturate.",
+          "The scene is plunged into near-total darkness by the thick cloud cover, rendering the water balloons and the car tire as barely visible, shadowy shapes against the dim wet ground.",
+          "The storm clouds begin to part, allowing natural light to filter back through and gradually brighten the scene, revealing the texture of the wet concrete and the scattered debris once more.",
+          "Full daylight returns to clearly show the final state on the pavement, where the tire has crushed the balloons, leaving behind a mess of torn green, red, and pink rubber scraps scattered across the wet concrete."
+        ]
+      }
+    },
+    "original_task_id": "a00563_01026",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_01823_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person's hand wearing a black smartwatch carefully positions a red plastic drink bottle next to a row of yellow, green, and blue bottles on the gray asphalt beside a car tire.",
+          "Sudden heavy storm clouds roll rapidly across the sky, casting a deep, unnatural shadow over the asphalt as the lighting begins to dim and the vibrant bottle colors start to desaturate.",
+          "The scene plunges into near-total darkness as the thick storm clouds completely block the sun, leaving only the faint, ghostly outlines of the car tire and the row of bottles barely visible.",
+          "The heavy storm clouds slowly begin to part, allowing bright sunlight to filter back through the gap and gradually re-illuminate the rough texture of the asphalt and the colorful plastic bottles.",
+          "Full bright sunlight returns to clearly reveal the car tire resting heavily on the flattened yellow, green, and blue bottles which are leaking colorful slime, while the red bottle remains perfectly unburst nearby."
+        ]
+      }
+    },
+    "original_task_id": "a00563_01823",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00565_01236_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand holds a small glass jar filled with red and black beads, shaking it slightly above the sandy ground in front of a bright pink cardboard castle featuring two arched doorways and an orange picket fence.",
+          "The overhead artificial lights begin to flicker and dim rapidly, causing the vibrant pink of the castle walls and the orange fence to desaturate while shadows deepen around the arches.",
+          "The scene is enveloped in heavy darkness, rendering the pink cardboard house and the orange picket fence almost invisible, with only faint outlines of the sandy terrain and the toy structure remaining.",
+          "Illumination slowly returns to the scene, lifting the darkness to reveal the texture of the sand and the bright pink bricks of the castle as the visibility improves steadily.",
+          "The lighting is fully restored, clearly showing red and black pellets scattered on the sand and inside the left archway of the pink cardboard house after spilling from the glass jar."
+        ]
+      }
+    },
+    "original_task_id": "a00565_01236",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00581_00452_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up shot shows a dark, inclined rubber conveyor belt transporting scattered clumps of brown earth and fibrous debris upwards, set against a backdrop of a large white silo and rusty metal framework under bright sunlight.",
+          "As the belt carries the brown debris upward, heavy storm clouds suddenly roll in front of the sun, causing the bright lighting on the white silo to dim and casting deep shadows over the machinery.",
+          "The scene is plunged into deep shadow as the clouds completely block the sun, leaving the inclined conveyor belt and the moving clumps of earth barely visible in the gloom.",
+          "The heavy storm clouds begin to drift away, allowing sunlight to return and gradually brighten the dark rubber belt and the scattered debris moving toward the processing area near the white tanks.",
+          "The lighting fully recovers to bright daylight, clearly revealing scattered clumps of fibrous material moving up the inclined black conveyor belt toward the processing machinery near the large white storage tanks."
+        ]
+      }
+    },
+    "original_task_id": "a00581_00452",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00607_01039_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a sunlit outdoor area, a person stands ready to swing a hatchet down onto a vertically positioned piece of split wood on a large tree stump, with a second axe already embedded in the wood nearby.",
+          "As the person begins the downward swing of the hatchet, heavy grey storm clouds rapidly move in, causing the sunlight to dim significantly while shadows deepen across the wood chips scattered on the stump.",
+          "The scene is engulfed in deep shadow as the storm clouds completely obscure the sun, rendering the vertical wood piece and the embedded axe almost invisible against the dark tree stump.",
+          "The heavy clouds start to break apart, allowing patches of sunlight to return and gradually illuminate the wood shavings on the stump and the snout of the dog watching from the right.",
+          "Under fully restored natural light, a new cylindrical log now lies horizontally on the tree stump beside the upright pointed wood, while the axe remains stuck in the stump nearby."
+        ]
+      }
+    },
+    "original_task_id": "a00607_01039",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00608_00021_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a brightly lit food processing area with brown tiled floors, a person begins pouring a steady stream of white milk from a container into a large stainless steel mixing bowl positioned under a yellow industrial mixer arm.",
+          "As the white liquid continues to flow into the bowl, the overhead artificial lights suddenly flicker and dim, causing shadows to deepen around the yellow mixer stand and the nearby yellow jerrycan while the scene's colors start to fade.",
+          "The lights switch off completely, plunging the kitchen into darkness where the stainless steel bowl and the yellow mixer arm are barely visible as faint silhouettes against the dark background of the room.",
+          "The overhead lights buzz and flicker back on, gradually restoring illumination to the room and revealing the details of the brown tiled floor and the diamond-plate metal step as the brightness returns.",
+          "Fully illuminated once again, the scene shows the result of the action: the large stainless steel mixing bowl now contains a high volume of white milk, filling the vessel significantly beneath the yellow mixer."
+        ]
+      }
+    },
+    "original_task_id": "a00608_00021",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00629_00640_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hockey player in a black jersey with the number 6 skates across the gleaming white ice, stickhandling the puck while two opponents in white jerseys with red accents pursue him from the right.",
+          "Suddenly, the bright overhead arena lights begin to flicker violently, casting deepening shadows across the ice as the illumination starts to drop and the colors of the jerseys begin to desaturate.",
+          "The arena plunges into near-total darkness as the main power cuts out, leaving only faint ambient light that barely reveals the silhouettes of the players sliding on the ice.",
+          "The overhead lights surge back to life with a buzz, gradually illuminating the scene again as the players' forms emerge from the shadows and the ice regains its bright white appearance.",
+          "With the lighting fully restored, the camera reveals the aftermath: the player in the black jersey lies on his back near the boards holding his stick up in the air, while the opponents stand nearby."
+        ]
+      }
+    },
+    "original_task_id": "a00629_00640",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00637_00239_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A player wearing a black jersey with the number 7 runs across a grid of blue and black trampolines in a brightly lit indoor arena, while other players prepare to throw red dodgeballs in the background.",
+          "The bright overhead arena lights suddenly flicker and begin to dim, casting deepening shadows across the blue trampoline mats as the vibrant colors of the red dodgeballs and player uniforms start to fade into gray.",
+          "The facility plunges into near-total darkness as the main power cuts out, leaving the trampoline grid barely visible under faint ambient light while the players' diving movements are completely obscured by the heavy shadows.",
+          "The overhead lights flicker back to life, gradually illuminating the blue mats and revealing the scattered red balls as visibility returns to the indoor sports arena, bringing the shapes of the players back into focus.",
+          "With the lighting fully restored, the scene shows a player in a white shirt lying prone on the blue mat, while two opponents in black shirts crouch and stand nearby amidst several red dodgeballs resting on the surfaces."
+        ]
+      }
+    },
+    "original_task_id": "a00637_00239",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00648_00373_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a dusty outdoor arena backed by a grassy hill lined with spectators behind red fencing and a white tent, a beat-up white SUV and a dark pickup truck sit on the track under a grey sky.",
+          "Dark storm clouds rapidly gather overhead, causing the ambient light to fade quickly as shadows lengthen across the dirt track and the crowd of onlookers watching from the embankment near the white tent.",
+          "The arena is engulfed in deep shadow as the storm completely blocks the sun, rendering the damaged vehicles and the spectators on the hill barely visible in the heavy gloom surrounding the dirt track.",
+          "The thick cloud cover begins to dissipate, allowing natural light to return and slowly brighten the scene, bringing the details of the dirt mounds and the stationary vehicles back into focus.",
+          "Now fully lit by the returning sun, the scene shows the final aftermath where a damaged white truck and a car labeled Wilton rest near a dirt mound, while a red and white van in the foreground emits thick white smoke."
+        ]
+      }
+    },
+    "original_task_id": "a00648_00373",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00651_00392_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Turbulent ocean waves crash forcefully over dark, submerged rocks, churning the water into thick white foam and spray as the sea surges and rolls continuously under bright natural sunlight.",
+          "Sudden heavy storm clouds roll rapidly across the sky, causing the bright sunlight to fade and the vibrant white foam to desaturate into a duller grey as shadows deepen over the churning water.",
+          "The scene plunges into near-total darkness as the storm clouds completely block the sun, leaving only the faint, ghostly outlines of the churning white foam barely visible against the black water.",
+          "The heavy storm clouds begin to part, allowing shafts of sunlight to pierce through and gradually illuminate the swirling water, bringing back the contrast between the dark rocks and the brightening foam.",
+          "Sunlight fully returns to reveal the aftermath, where churning white foam and turbulent seawater wash over dark, submerged rocks, creating a swirling mix of froth and dark water across the surface."
+        ]
+      }
+    },
+    "original_task_id": "a00651_00392",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00651_01301_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Bright sunlight glints off the dark green water as turbulent white foam begins to churn and bubble vigorously, creating a splashing wake that continuously expands and mixes with the surrounding ripples.",
+          "Heavy grey storm clouds rapidly roll across the sky, causing the bright sunlight to fade and the sparkling reflections on the water to dim as shadows deepen over the churning foam.",
+          "The scene plunges into near-total darkness as the thick cloud cover completely blocks the sun, leaving only faint, ghostly outlines of the churning white foam barely visible against the dark water.",
+          "The heavy cloud cover begins to break apart, allowing shafts of sunlight to pierce through and gradually illuminate the water surface, making the texture of the foam visible again.",
+          "Bright sunlight fully returns to the scene, clearly illuminating the textured, frothy wake of white foam that has now spread across the water's surface, contrasting with the smoother dark green water nearby."
+        ]
+      }
+    },
+    "original_task_id": "a00651_01301",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00669_00267_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black car tire rests on a wooden ramp labeled 'Super Crush' on an asphalt road, positioned next to a cut watermelon half and a green watermelon dome amidst scattered red pulp under bright sunlight.",
+          "As the tire begins to roll off the ramp, heavy storm clouds rapidly roll in, causing the sunlight to fade and shadows to deepen across the asphalt and the waiting watermelons.",
+          "The scene plunges into darkness as the tire slowly crushes the first watermelon half, with the red pulp and green rinds becoming barely visible silhouettes against the dark, textured road surface.",
+          "The clouds begin to part and sunlight flickers back, gradually illuminating the crushed remains of the first fruit as the tire moves forward to approach the second watermelon half.",
+          "Full daylight returns to reveal the tire has flattened both watermelon halves against the asphalt, leaving a wide scatter of red pulp, juice, and broken green rinds across the road surface."
+        ]
+      }
+    },
+    "original_task_id": "a00669_00267",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00670_00049_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black bucket swing hangs suspended by chains over a bright green rubberized playground surface, casting a sharp, oscillating shadow that mimics the swing's back-and-forth motion under bright sunlight.",
+          "As heavy grey storm clouds begin to roll overhead, the bright sunlight fades, causing the vibrant green of the playground surface to dull and the sharp shadow of the swinging bucket to soften and lose its contrast.",
+          "The scene plunges into near-total darkness as the storm clouds completely block the sun, leaving only the faint, ghostly silhouette of the swing's shadow barely visible against the darkened green ground.",
+          "The heavy clouds begin to part, allowing beams of sunlight to break through and gradually illuminate the playground, bringing back the vibrant green hue of the safety surface and sharpening the shadow of the swing once more.",
+          "With the sunlight fully restored, the view reveals two empty black bucket swings hanging above the green surface, where one swing blurs in the foreground while the other hangs in the background, both casting sharp shadows."
+        ]
+      }
+    },
+    "original_task_id": "a00670_00049",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00670_00871_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person's hand grips a long wooden staff, poised to strike a shiny metal helmet resting on a yellow foam block atop a wooden post, with chainmail hanging down, set against a background of dense green foliage and trees.",
+          "As the staff swings toward the helmet, heavy storm clouds rapidly roll in from the background, causing the natural light to dim significantly and the green leaves to lose their vibrancy as shadows deepen across the scene.",
+          "The scene plunges into near-total darkness as the storm blocks out the sun, leaving only the faint silhouette of the wooden post and the glint of the metal helmet barely visible in the gloom while the strike connects.",
+          "The heavy clouds begin to part and sunlight filters back through the trees, gradually illuminating the wooden post and revealing the yellow foam block wedged inside the helmet as visibility returns to the area.",
+          "With the lighting fully recovered to bright daylight, the camera clearly shows the aftermath: a yellow block of foam is wedged diagonally inside the dented metal helmet atop the wooden post, with the chainmail still hanging down the side."
+        ]
+      }
+    },
+    "original_task_id": "a00670_00871",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00673_00334_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A man wearing a grey t-shirt with an American flag graphic and a camouflage cap stands in a grassy field, aiming a large silver revolver at two green watermelons resting on a white folding table under bright natural sunlight.",
+          "As the man holds the silver revolver steady, heavy grey storm clouds suddenly roll in, casting deepening shadows across the grass and causing the vibrant green of the trees and watermelons to desaturate as the light level drops.",
+          "The scene plunges into near-total darkness as the thick cloud cover completely blocks the sun, rendering the man's silhouette and the white table barely visible against the dark grey surroundings with only faint outlines discernible.",
+          "The heavy cloud cover begins to break and part, allowing shafts of sunlight to return and gradually illuminate the grassy area again, making the man's grey shirt and the white table clearer as colors regain vibrancy.",
+          "With the lighting fully restored to bright daylight, the camera reveals the aftermath: the two watermelons are obliterated, leaving the white table covered in pink pulp and green rind fragments with debris scattered on the grass."
+        ]
+      }
+    },
+    "original_task_id": "a00673_00334",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00676_01135_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A brown-haired doll wearing a white shirt and blue shorts sits on a blue plastic swing seat suspended by rusty metal chains, swinging gently back and forth over a black rubber mat in a gravel playground under natural daylight.",
+          "Dark storm clouds rapidly roll in, casting long, deepening shadows across the gravel playground as the sunlight begins to fade, causing the blue swing seat and the doll's white shirt to lose their brightness while the pink poles in the background start to desaturate.",
+          "The playground is plunged into near-total darkness as the heavy storm clouds completely block out the sun, leaving only the faint, ghostly outline of the doll on the swing and the dark shape of the rubber mat beneath barely discernible in the gloom.",
+          "The storm clouds begin to part, allowing shafts of light to return to the playground, making the blue swing seat and the doll's features gradually visible again as the shadows recede and the colors of the surrounding gravel and pink poles start to brighten.",
+          "The lighting has fully recovered to bright daylight, clearly revealing the brown-haired doll sitting upright on the blue swing seat, suspended by metal chains and positioned slightly forward in its arc over the black ground mat."
+        ]
+      }
+    },
+    "original_task_id": "a00676_01135",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00677_00528_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A large green tank smashes through a brick building facade, its metal tracks grinding over wooden beams and rubble while a white box labeled \"NEHI\" tumbles amidst the debris under bright sunlight.",
+          "As the tank continues to crush the structure, heavy gray storm clouds rapidly roll in, casting deep shadows over the green armor and causing the bright colors of the debris to desaturate quickly.",
+          "The scene plunges into near-total darkness as the storm clouds completely block the sun, leaving only the faint, shadowy silhouette of the tank's treads and the vague outline of the collapsing brick wall visible.",
+          "The heavy clouds begin to part, allowing shafts of sunlight to pierce through the gloom and gradually illuminate the tank's hull, the scattered wooden beams, and the dust motes dancing in the air once more.",
+          "The lighting fully recovers to reveal the green tank halted amidst a pile of thick dust and rubble, having completely crushed through the remaining brick wall and wooden beams of the destroyed structure."
+        ]
+      }
+    },
+    "original_task_id": "a00677_00528",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00679_00874_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "The red toy fire truck lies upside down in the sandy ditch, its wheels spinning slightly as taut ropes connect it to the black jeep and blue ATV positioned on the upper ridge, all under bright, clear sunlight illuminating the rocky terrain.",
+          "As the towing action continues, heavy storm clouds suddenly roll in, casting rapidly deepening shadows across the dirt embankment and causing the vibrant colors of the vehicles to desaturate while the ropes remain tense.",
+          "The scene plunges into near-total darkness as the storm clouds completely block the sun, leaving only the faint, shadowy outlines of the red truck in the ditch and the rescue vehicles on the ridge barely discernible against the gloom.",
+          "The heavy clouds begin to part, allowing shafts of sunlight to gradually pierce through the gloom, revealing the red fire truck beginning to rotate upwards as the ropes pull it closer to the sandy edge of the ditch.",
+          "Bright sunlight fully returns to the scene, clearly revealing the red fire truck now pulled upright and resting tilted backward against the sandy ditch wall, still connected by the taut rope to the black jeep and blue ATV waiting above."
+        ]
+      }
+    },
+    "original_task_id": "a00679_00874",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00705_00059_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up static shot of a black non-stick pan filled with yellow liquid eggs, where a wooden spatula rests on the left side and white popcorn pieces are just beginning to accumulate on the surface under steady indoor lighting.",
+          "The overhead kitchen lights begin to flicker and dim, causing the vibrant yellow of the eggs to lose its intensity and shadows to deepen around the rim of the black pan as the wooden spatula continues to stir.",
+          "The scene plunges into near-total darkness, with only faint, indistinguishable outlines of the pan and the wooden utensil visible in the gloom as the cooking process is momentarily obscured by the lack of light.",
+          "The kitchen lights flicker back on, gradually restoring illumination to the pan and revealing the texture of the mixture as the wooden spatula resumes its stirring motion in the recovering light.",
+          "The lighting has fully recovered to reveal the final state, where fluffy white popcorn is thoroughly scattered throughout the yellow liquid egg mixture inside the black pan, actively being stirred by the wooden spoon."
+        ]
+      }
+    },
+    "original_task_id": "a00705_00059",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00743_01705_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a bright forest clearing, a player in a red patterned shirt throws a yellow disc toward a metal basket while a cameraman in blue shorts records the shot on a tripod.",
+          "As the yellow disc arcs through the air, sudden heavy storm clouds roll in overhead, causing the natural light to dim and the green forest colors to desaturate quickly.",
+          "The scene is engulfed in deep shadow as the storm completely blocks the sun, rendering the throwing player and the blue pole of the basket barely visible in the gloom.",
+          "The heavy clouds begin to break apart, letting sunlight filter back through the trees and slowly brightening the scene to reveal the metal chains of the disc golf target.",
+          "The lighting fully recovers to show the yellow disc hovering in mid-air near the top band and chains of the disc golf basket, poised to land against the green forest backdrop."
+        ]
+      }
+    },
+    "original_task_id": "a00743_01705",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00744_00415_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Two large clear balloons tied together and filled with vibrant multicolored water beads sit on the wet concrete ground next to a black car tire, poised for the heavy vehicle to roll directly over them.",
+          "The overhead garage lights begin to flicker and dim rapidly, causing the vibrant colors of the water beads to desaturate as shadows deepen and the black tire begins to roll forward over the balloons.",
+          "The lights switch off completely, plunging the area into total darkness where the balloons and tire are barely visible, leaving only the faint, glossy sheen of the wet concrete reflecting the minimal ambient light.",
+          "The overhead lights flicker back on, gradually illuminating the wet surface and revealing the crushed remains of the balloons and the scattered beads spreading across the concrete as visibility returns to the scene.",
+          "The lighting fully recovers to clearly show scattered colorful water beads and shredded pieces of clear balloon rubber covering the wet pavement where the balloons burst near the black tire track."
+        ]
+      }
+    },
+    "original_task_id": "a00744_00415",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00763_00324_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Five green striped watermelons sit in a row on a white folding table backed by stacked wooden beams and dense green foliage, with the far right melon showing the first signs of detonation.",
+          "As the rightmost watermelon begins to burst, heavy storm clouds rapidly roll in over the forest canopy, causing the bright sunlight to fade and shadows to deepen across the white table and wooden beams.",
+          "The scene plunges into near-total darkness as the storm completely blocks the sun, obscuring the table and wooden beams while the violent detonation happens unseen in the blackness.",
+          "The heavy clouds begin to part and sunlight returns, gradually illuminating the white table and the wooden beams again as the mist of the explosion starts to become visible in the returning light.",
+          "Full daylight returns to reveal three intact watermelons on the left side of the table, while the two rightmost melons have been obliterated, spraying red flesh and green rind across the white table surface."
+        ]
+      }
+    },
+    "original_task_id": "a00763_00324",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00776_00048_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A doll with tan legs rhythmically jumps up and down on a small, round pink trampoline with a white mesh center, situated on a white marble-patterned surface. In the background, pink gym equipment bases and stacked pink and yellow hula hoops sit near a wooden dollhouse structure under bright indoor lighting.",
+          "The overhead indoor lighting begins to flicker and dim significantly, casting deepening shadows across the white surface as the doll continues to bounce on the pink trampoline. The vibrant colors of the pink and yellow hula hoops in the background start to desaturate and lose their brightness.",
+          "The room plunges into near-total darkness, leaving only faint, ghostly outlines of the pink trampoline visible against the darkened surface. The jumping doll is completely obscured by the heavy shadows, and the background toys like the green ball and hula hoops are barely discernible in the gloom.",
+          "The overhead lights flicker back on, gradually illuminating the scene and revealing the white marble surface once more. As the brightness returns, the pink trampoline becomes clearly visible again, but the jumping doll is no longer present on the mesh.",
+          "With the lighting fully restored to its original brightness, the camera clearly shows the small pink trampoline sitting empty on the white surface. The doll has vanished completely, leaving only the stationary pink and yellow hula hoops and the wooden background structure visible in the well-lit room."
+        ]
+      }
+    },
+    "original_task_id": "a00776_00048",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00783_00136_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Two shirtless men stand on the high wooden platform of the makeshift pirate ship, one in black shorts and one in green shorts leaning on the railing, under a bright overcast sky with a tattered skull flag hanging from the mast.",
+          "The bright white sky begins to darken rapidly as heavy, ominous storm clouds roll in from the horizon, casting deepening shadows across the wooden railing and the men on the deck.",
+          "The scene is plunged into near-total darkness as the storm clouds completely block out the sunlight, leaving only the faint, shadowy silhouette of the wooden mast and the tattered flag barely visible against the gloom.",
+          "The heavy cloud cover begins to break apart, allowing shafts of daylight to filter back through, gradually illuminating the rough wooden railing and the red-painted base of the platform as the storm passes.",
+          "The lighting fully recovers to normal daylight, revealing the smiling man with wet dark hair submerged up to his shoulders in the murky brown water next to the red-painted wooden base of the platform."
+        ]
+      }
+    },
+    "original_task_id": "a00783_00136",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00785_00180_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up static shot focuses on the rough, scarred grey surface of a heavy anvil with a square hardy hole visible on the left, as a hammer begins striking a glowing orange metal rod placed on top.",
+          "The overhead workshop lights suddenly flicker and begin to dim, causing the bright specular highlights on the anvil's scratched top surface to fade while shadows deepen around the hammer and the heating metal.",
+          "The scene plunges into near-total darkness, obscuring the details of the anvil and the hammering action, leaving only a faint, dying orange ember glow from the hot metal rod visible in the blackness.",
+          "The workshop lights buzz and flicker back on, gradually restoring visibility to the scene and revealing the rough texture of the anvil's side and the small decorative metal casting attached near the base.",
+          "With the lighting fully recovered, the camera clearly shows the result of the work: the metal rod now rests on the anvil, flattened at one end into a tapered, leaf-like shape amidst scattered blue scale flakes."
+        ]
+      }
+    },
+    "original_task_id": "a00785_00180",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00786_00064_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static top-down shot captures a blue pool table where a hand wearing a black glove aims a wooden cue stick at the white cue ball near the bottom left, surrounded by scattered colored balls.",
+          "The overhead artificial lights suddenly begin to flicker and dim, causing the shadows on the blue felt to deepen and the colors of the pool balls to desaturate as the cue stick strikes forward.",
+          "The scene is plunged into heavy darkness as the lights fail completely, hiding the pool table and the moving balls in deep shadow with only the faint outline of the table frame visible.",
+          "The lighting system sputters back to life, slowly washing over the table and revealing the blue felt once more as the dimness recedes and details of the scattered balls reappear.",
+          "With the lights fully restored, the black eight-ball is visible inside the top-left corner pocket, the white cue ball rests against the bottom-left rail, and the red ball lies near the right cushion."
+        ]
+      }
+    },
+    "original_task_id": "a00786_00064",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00786_01466_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static top-down shot captures a blue felt pool table where a player in a blue shirt aims a cue stick at the white ball, preparing to break the racked colorful balls on the left.",
+          "The bright overhead lights begin to flicker and dim rapidly, casting long, deepening shadows across the grey rails and causing the vibrant blue felt to lose its saturation as the scene darkens.",
+          "The lights cut out completely, plunging the pool table into near-total darkness where only the faint, ghostly outline of the scattered balls and the player's arm are barely visible against the black void.",
+          "The overhead lights flicker back to life, gradually illuminating the scene and revealing the colorful balls rapidly scattering across the table as the brightness fully restores the vivid blue surface.",
+          "With the lighting fully recovered, the camera clearly shows the aftermath of the break shot, with colorful billiard balls scattered chaotically across the blue felt and the white cue ball resting near the bottom center."
+        ]
+      }
+    },
+    "original_task_id": "a00786_01466",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00786_02269_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a brightly lit indoor bowling arena, a bowler wearing a white jersey with 'Weber Cup' and 'Loba' logos is captured in mid-stride, releasing a black bowling ball down the polished wooden lane while spectators watch from the background stands.",
+          "The bright overhead arena lights suddenly flicker and begin to dim rapidly, casting long, deepening shadows across the wooden lane as the bowler follows through with his release and the black ball gains speed toward the pins.",
+          "The stadium lights cut out completely, plunging the bowling alley into near-total darkness where only the faint, ghostly outlines of the scattering pins and the bowler's silhouette are barely visible against the dark backdrop of the audience area.",
+          "The overhead lights flicker back on with a surge of brightness, gradually illuminating the lane again to reveal the aftermath of the throw as the pins finish tumbling and the scene becomes clear.",
+          "With the lighting fully restored to its original brightness, the camera clearly shows the final result on the wooden lane: most of the white pins with red stripes are scattered in the pit, while a single white pin with red stripes remains standing upright on the far right side."
+        ]
+      }
+    },
+    "original_task_id": "a00786_02269",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00787_00007_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blue balloon drops into the frame onto the worn, peeling wooden floorboards, bouncing rhythmically under steady indoor lighting that highlights the rough texture and scuffed surface of the planks.",
+          "The overhead lights begin to flicker erratically, casting deepening shadows across the uneven floorboards as the blue balloon continues to bounce, its vibrant color starting to desaturate in the failing illumination.",
+          "The room plunges into near-total darkness, with only faint, ambient glimmers revealing the vague silhouette of the blue balloon as it barely rebounds against the shadowed, textured floorboards.",
+          "The lights flicker back to life, gradually illuminating the scene again as the blue balloon settles, the details of the peeling paint on the floorboards slowly becoming clear once more.",
+          "Under fully restored, steady lighting, the blue balloon lies completely still on the worn wooden floorboards, resting quietly on the surface with peeling paint where the rhythmic bouncing has finally ceased."
+        ]
+      }
+    },
+    "original_task_id": "a00787_00007",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00787_00493_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person wearing black track pants and white sneakers performs freestyle tricks with a black, green, and red patterned soccer ball on a concrete patio bordered by a light brick wall and a brown wooden gate.",
+          "As the person maneuvers their leg around the ball, sudden heavy storm clouds roll overhead, causing the ambient light to drop rapidly and casting deep, dramatic shadows against the light brick wall.",
+          "The scene plunges into deep twilight as the clouds completely obscure the sun, rendering the patio almost black where only the faint outline of the potted rosemary plant and the player's legs are visible.",
+          "The storm clouds begin to break apart, allowing bright natural light to wash back over the scene, slowly illuminating the texture of the concrete ground and the details of the brown wooden gate.",
+          "The lighting returns to full brightness, revealing the final moment where the person balances on their left leg with their right foot extended, having just launched the colorful soccer ball into mid-air above the patio."
+        ]
+      }
+    },
+    "original_task_id": "a00787_00493",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00814_00048_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A vertical bandsaw blade steadily cuts through a thick, curved piece of lumber, following a blue marker line while sawdust accumulates on the black work surface under bright workshop lights.",
+          "The overhead fluorescent lights suddenly begin to flicker and dim, causing the shadows around the bandsaw blade and the thick curved lumber to deepen as the scene loses brightness.",
+          "The workshop plunges into near-total darkness, leaving the bandsaw blade and the curved piece of lumber barely visible as faint silhouettes against the black work surface covered in sawdust.",
+          "The artificial lighting flickers back on, gradually revealing the texture of the wood and the scattered sawdust on the black table as the scene emerges from the darkness, restoring visibility to the workshop.",
+          "With the lighting fully recovered, the curved wooden beam stands vertically against the band saw blade, which has sliced along the blue guideline, nearly separating a thin strip of wood amidst scattered sawdust."
+        ]
+      }
+    },
+    "original_task_id": "a00814_00048",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00815_00446_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skateboarder wearing a white t-shirt and black pants performs a grind along a metal railing on a city street, with parked cars and storefronts visible in the background under bright natural daylight.",
+          "The natural lighting begins to drop rapidly as heavy grey storm clouds roll in over the street, causing shadows to deepen and the vibrant colors of the parked cars and storefronts to desaturate.",
+          "The scene plunges into near-total darkness as the dense storm clouds completely block the sun, leaving only the faint, ghostly outline of the metal railing and the skateboarder barely visible in the deep gloom.",
+          "The lighting begins to return as the heavy storm clouds start to part, gradually illuminating the street scene again and revealing the skateboarder near the metal railing as the colors of the surroundings start to pop back.",
+          "The lighting has fully recovered to bright daylight, clearly showing the skateboarder lying on the paved ground propping himself up with his hands, while his skateboard rests upside down with wheels facing up near the base of a tree."
+        ]
+      }
+    },
+    "original_task_id": "a00815_00446",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00815_00919_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skateboarder with long hair rides toward a metal rail on a concrete pavement, with blue double doors visible in the background under a covered walkway illuminated by bright daylight.",
+          "The bright daylight begins to fade rapidly as heavy storm clouds roll in, deepening the shadows around the metal rail and causing the scene's colors to desaturate.",
+          "The area is plunged into near-total darkness, obscuring the skateboarder's movements and leaving only the faint outlines of the building's structure and the rail visible in the gloom.",
+          "The storm clouds start to break, allowing light to filter back in and gradually revealing the concrete ground and the aftermath of the skateboarder's attempt.",
+          "The lighting returns to full brightness, clearly showing the skateboarder lying on his stomach on the concrete, propping himself up with his hands, while his skateboard rests on its wheels nearby to his left."
+        ]
+      }
+    },
+    "original_task_id": "a00815_00919",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00872_01459_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static shot shows a gray concrete block standing upright on a wooden surface against a plywood backdrop, with a pile of rubble to the left, illuminated by bright sunlight.",
+          "Sudden heavy storm clouds roll in, rapidly dimming the sunlight and casting deep shadows over the standing concrete block and the plywood wall as the scene darkens.",
+          "The scene is plunged into near-total darkness by the thick clouds, rendering the violent shattering of the concrete block barely visible as jagged fragments and dust launch into the gloom.",
+          "The storm clouds begin to part, allowing beams of sunlight to gradually return and illuminate the table surface, revealing the settling dust and the damaged block.",
+          "Full sunlight returns to reveal the final state: the concrete block now features a jagged, shattered top edge, surrounded by settling dust clouds and scattered concrete debris fragments across the table surface."
+        ]
+      }
+    },
+    "original_task_id": "a00872_01459",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00903_00032_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A young man in a purple beanie and black sweatshirt rides a light blue BMX bike down a paved road towards a low metal rail near a red brick building, preparing to jump.",
+          "As the rider approaches the rail, the natural daylight suddenly dims as heavy grey storm clouds roll in, casting deep shadows and desaturating the colors of the green utility box and the brick wall.",
+          "The scene plunges into near-total darkness, obscuring the rider's attempt to grind the rail; only faint silhouettes of the bike frame and the metal railing are barely visible against the dim surroundings.",
+          "The heavy clouds begin to part and daylight flickers back into the scene, gradually revealing the asphalt street surface and the aftermath of the failed trick near the black trash can.",
+          "With full lighting restored, the rider is seen sitting on the concrete curb beside the road clutching his leg in pain, while his light blue bicycle leans precariously against the metal railing nearby."
+        ]
+      }
+    },
+    "original_task_id": "a00903_00032",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00903_00080_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person in a black shirt and white pants stands on a high concrete ledge next to a grey building with horizontal siding and large glass windows, while a camera on a tripod records from the left.",
+          "As the figure prepares to move, heavy storm clouds suddenly roll in, causing the natural sunlight to fade rapidly and shadows to deepen around the grey siding and the tripod standing on the pavement.",
+          "The scene plunges into near-total darkness as the storm clouds completely block the sun, obscuring the action on the ledge and hiding the details of the building's glass windows and the concrete ground in deep shadow.",
+          "The heavy clouds begin to part and sunlight returns, gradually revealing the pavement below the ledge where the rider has landed, bringing the grey wall and the recording equipment back into view.",
+          "With the lighting fully recovered, the camera clearly shows a person lying on the pavement clutching their leg in pain near the base of the ledge, while a bicycle rests on its side on the ground nearby."
+        ]
+      }
+    },
+    "original_task_id": "a00903_00080",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00909_00861_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A female pitcher in a white t-shirt and maroon pants throws a yellow softball towards a batter in a black jacket, with a chain-link fence and green padding visible in the background.",
+          "The natural lighting begins to drop significantly as thick storm clouds gather overhead, darkening the dirt infield and causing the figures of the players to lose definition against the fence.",
+          "The scene becomes almost completely dark as the heavy clouds blot out the sun, hiding the chain-link fence and the players in deep shadow, leaving only faint silhouettes visible.",
+          "The lighting starts to return as the cloud cover thins, gradually revealing the texture of the dirt field and the green padded wall behind home plate once more.",
+          "The lighting fully recovers to reveal a young man in a red cap and black hoodie lying on his back on the dirt infield, laughing while clutching a baseball glove to his chest near the green padding."
+        ]
+      }
+    },
+    "original_task_id": "a00909_00861",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00923_00451_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blacksmith wearing a thick, dirty quilted jacket and blue pants uses long tongs to hold a glowing red metal piece on an anvil, using a metal bar to bend the heated arms.",
+          "The overhead workshop lights suddenly begin to flicker and dim, causing the shadows around the anvil and the blacksmith's textured jacket to deepen rapidly as the room loses illumination.",
+          "The scene plunges into heavy darkness as the lights fail completely, obscuring the blacksmith's blue pants and leaving only the faint, pulsating glow of the hot metal visible against the dark anvil.",
+          "The artificial lighting sputters and begins to return, casting a growing glow over the workshop debris and gradually revealing the blacksmith's white glove and the metal tools resting nearby.",
+          "The lighting fully recovers to reveal the final result: the red-hot metal piece is now bent into a distinct forked shape with curved prongs, held securely by tongs over the anvil surface."
+        ]
+      }
+    },
+    "original_task_id": "a00923_00451",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00000_00698_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A bright red ceramic piggy bank sits centered on a glossy black reflective surface against a stark white background, just as a heavy metal hammer swings into the frame from the right, poised to strike the smooth ceramic flank.",
+          "A large, billowing white studio cloth enters rapidly from the left edge of the frame, drifting inward to partially obscure the view of the red piggy bank and the incoming hammer just before impact.",
+          "The white fabric completely fills the frame, hiding the piggy bank and the destructive action entirely, leaving only the soft folds and bright white texture of the cloth visible against the studio lighting.",
+          "The white cloth begins to retract and slide out towards the right side of the frame, revealing glimpses of the aftermath underneath as the fabric clears the central view.",
+          "With the white cloth fully gone, the camera reveals the red piggy bank shattered into large red and white ceramic shards scattered across the reflective surface, with coins spilling out amidst the debris near the resting hammer."
+        ]
+      }
+    },
+    "original_task_id": "a00000_00698",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00027_00216_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A bundle of red and white striped candy canes tied with a pale ribbon stands upright on a dark, textured surface, while a sledgehammer descends rapidly from the top edge toward the candy.",
+          "A person wearing a black shirt enters from the left edge, their torso moving steadily across the foreground to partially block the view of the candy canes and the hammer striking down.",
+          "The person's black shirt dominates the entire frame, completely obscuring the candy canes and the table surface, preventing any view of the shattering action happening behind them.",
+          "The person in the black shirt moves toward the right edge, slowly unveiling the scene as the gap widens to show the dark surface beneath.",
+          "The person has fully exited the frame, leaving a clear view of shattered red and white candy cane fragments scattered across the dark surface, with the crumpled ribbon lying near the hammer."
+        ]
+      }
+    },
+    "original_task_id": "a00027_00216",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00043_00428_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A large, shiny stainless steel bowl sits centrally on a dark, flat surface, reflecting the bright daylight, while a stream of white granular substance begins to pour into it from the right side, near a person's leg clad in khaki pants.",
+          "A person wearing a dark garment enters from the right edge, moving leftward across the foreground and beginning to block the view of the stainless steel bowl and the stream of white grains.",
+          "The dark garment of the passing person completely fills the frame, obscuring the bowl and the pouring action entirely, with only the rough, reddish wall and wire mesh visible in the upper background above their shoulder.",
+          "The person continues their path to the left, their dark clothing moving out of the frame to reveal the stainless steel bowl again, where the white granular substance is now visibly piling up inside.",
+          "The occluding figure has fully exited to the left, revealing the final state where the large stainless steel bowl rests on the dark surface, now containing a substantial mound of the white granular powder."
+        ]
+      }
+    },
+    "original_task_id": "a00043_00428",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00043_01032_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A top-down shot captures a large stainless steel bowl of white flour on a light wood table, where a hand holds a small brown jar and starts pouring granular brown powder into the mound.",
+          "A person wearing a dark blue shirt enters from the left edge, their body moving across the foreground and starting to block the view of the bowl and the pouring hand.",
+          "The person's dark blue shirt completely covers the frame, hiding the bowl and the action entirely, leaving only the fabric and the edge of the wooden table visible at the periphery.",
+          "The person moves further right, and the dark fabric slides away, gradually revealing the metal bowl and the flour mixture underneath as the obstruction clears the scene.",
+          "With the person fully gone, the view returns to the metal bowl on the wooden table, showing a hand mixing the granular yeast into the white flour and tossing the ingredients together."
+        ]
+      }
+    },
+    "original_task_id": "a00043_01032",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00089_00763_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A low-angle shot shows a person crouching on the left amidst dry, brown grass, gripping a white Discraft disc, with dark trees and a soft evening sky visible in the background.",
+          "A large dog with dark fur runs into the frame from the left side, its body moving close to the lens and beginning to block the view of the crouching person and the disc.",
+          "The dog's torso and legs completely dominate the foreground, fully obscuring the person and the field behind it, filling the screen with moving fur and paws against the low perspective.",
+          "The dog exits the frame to the right, its tail and hind legs clearing the view, allowing the dry grass field to reappear as the white disc comes into focus rolling forward.",
+          "The scene is clear again, showing the white Discraft disc rolling large and blurred in the bottom right foreground across the dry grass, while the person now stands upright near a basket in the distance."
+        ]
+      }
+    },
+    "original_task_id": "a00089_00763",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00092_00591_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "On a bright blue hard court marked with crisp white lines, a female tennis player in a yellow top and dark skirt is captured mid-air, preparing to strike a yellow tennis ball.",
+          "A ball person wearing a dark blue uniform runs into the frame from the left side, their blurred figure beginning to obscure the lower portion of the court and the player's white shoes.",
+          "The ball person completely dominates the foreground, their moving limbs and dark blue clothing filling the entire view and effectively blocking out the tennis player and the bright blue court surface behind them.",
+          "The ball person continues running toward the right edge of the frame, their body sliding out of view to gradually reveal the blue court surface and the distinct white boundary lines underneath once again.",
+          "With the foreground clear again, the camera clearly shows a yellow tennis ball bouncing gently near the white service line on the expansive blue court surface, marking the end of the rally."
+        ]
+      }
+    },
+    "original_task_id": "a00092_00591",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00097_00353_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A shovel with a sturdy wooden handle and black metal blade repeatedly plunges into dark, churning water, violently striking the edge of a thick, blue-tinted sheet of ice near a person's beige winter boot visible on the left side.",
+          "A thick, bare tree branch sways down from the upper right corner, partially obscuring the view of the shovel blade and the splashing water as it strikes the frozen surface near the existing thin twigs.",
+          "The gnarled, brown branch swings fully across the center of the frame, completely blocking the view of the dark water, the wooden handle, and the shattering ice edge, dominating the foreground with its textured bark.",
+          "The heavy branch begins to sway back upwards and to the right, revealing glimpses of the disturbed water and scattered ice shards through the widening gap as the obstruction clears the central view.",
+          "With the branch fully gone, the static camera reveals the jagged, broken edge of the ice sheet and submerged fragments floating in the dark, rippling water, marking the irregular boundary where the tool struck the frozen surface."
+        ]
+      }
+    },
+    "original_task_id": "a00097_00353",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00098_00335_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a brightly lit kitchen setting, a pair of hands cracks white eggs over a large, stainless steel mixing bowl already brimming with dozens of vibrant orange yolks, while a green plastic crate filled with whole eggs sits nearby on the right.",
+          "As the hands continue to tap and break the shells, a person wearing a white apron enters the frame from the right side, their torso slowly moving across the foreground and beginning to obscure the view of the green crate and the metal bowl.",
+          "The person in the white apron continues walking directly in front of the lens, their clothing completely filling the frame and hiding the bowl of yolks, the cracking hands, and the crate of eggs from view entirely.",
+          "The white fabric of the apron shifts towards the left edge of the frame as the person walks away, gradually revealing the stainless steel bowl and the accumulated mixture of raw eggs underneath.",
+          "Once the person has fully exited the frame to the left, the camera clearly shows the large metal pot filled with raw egg yolks and whites, with hands holding two uncracked white eggs above the bowl beside the crate."
+        ]
+      }
+    },
+    "original_task_id": "a00098_00335",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00098_00483_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "On a light wooden butcher block table, a clear glass pie dish holds two raw eggs with bright yellow yolks, while in the background of white kitchen cabinets and a stainless steel sink, a person tilts a small bowl to pour more yolks.",
+          "A person wearing a white shirt enters from the left edge of the frame, their body moving forward to partially block the view of the glass pie dish and the eggs resting on the light wooden table.",
+          "The person in the white shirt stands directly in front of the lens, completely obscuring the wooden table, the glass dish, and the pouring action, filling the frame with their torso while the white kitchen cabinets remain blurred in the background.",
+          "The person in the white shirt walks towards the right side of the frame, gradually revealing the glass pie dish and the wooden surface as the obstruction moves away, allowing light to hit the eggs again.",
+          "Once the person has exited the frame, the glass pie dish is clearly visible on the wooden table, now holding several raw eggs with distinct yellow yolks, while a hand holds the empty small glass bowl nearby."
+        ]
+      }
+    },
+    "original_task_id": "a00098_00483",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00098_01181_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a softly lit kitchen setting, a hand holds a brown egg poised over a clear glass, while a white carton brimming with golden eggs rests on a stack of papers to the left.",
+          "A person wearing a dark shirt enters from the right edge, their torso moving into the foreground and starting to block the view of the glass and the hand holding the egg.",
+          "The person's dark clothing completely dominates the frame, fully obscuring the egg carton, the glass, and the hand, so that no part of the kitchen table or the cracking action is visible.",
+          "The person moves further left and begins to exit the frame, creating a widening gap that reveals the stack of papers and the clear glass sitting on the wooden table surface again.",
+          "Once the person has fully left, the clear glass is shown containing raw egg yolk and white, with a hand holding broken brown eggshells just above it, indicating a second egg has been cracked."
+        ]
+      }
+    },
+    "original_task_id": "a00098_01181",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00102_01345_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A metal mesh strainer hangs above a dark, rustic bowl, filtering a translucent pink liquid that drips in steady streams, creating expanding ripples and clusters of bubbles on the surface of the red juice resting on a wooden surface.",
+          "A person's arm, covered in a soft beige sleeve, slides into the frame from the left, moving across the foreground and starting to obscure the metal strainer and the pool of red juice below.",
+          "The beige sleeve fills the majority of the view, completely blocking the strainer and the bowl, so that only the blurred fabric texture is visible while the straining action is hidden behind the arm.",
+          "The arm in the beige sleeve shifts towards the right edge, gradually pulling away to reveal the dark bowl and the red liquid underneath as the obstruction clears the central area of the shot.",
+          "Once the arm has fully exited the frame, the camera clearly displays the dark bowl filled with vibrant red liquid, its surface shimmering with scattered bubbles and faint ripples where the straining has concluded."
+        ]
+      }
+    },
+    "original_task_id": "a00102_01345",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_00623_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A massive fireball erupts in the center of the frame against a clear blue sky, with bright yellow flames and dark smoke expanding rapidly while metal debris flies outward above a distant tree line.",
+          "A large, leafy branch from a foreground tree swings into the frame from the left edge, beginning to obscure the lower portion of the expanding fireball and the flying shrapnel.",
+          "The thick cluster of green leaves and brown twigs completely fills the screen, blocking the view of the explosion entirely as the wind pushes the heavy vegetation across the static lens.",
+          "The leafy branch begins to swing back towards the right edge of the frame, revealing glimpses of the towering smoke column and falling debris through the widening gaps in the foliage.",
+          "The branch has fully exited the frame, revealing the final state where a towering column of orange fire and thick smoke rises upwards while scattered metal fragments rain down against the blue sky."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00623",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_00691_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "The static aerial view captures a winding river flanked by dense dark green jungle and agricultural plots, where a massive explosion suddenly erupts, launching a towering column of black smoke and fire into the sky.",
+          "A large, dark bird suddenly swoops into the frame from the upper left, its out-of-focus wingspan rapidly expanding to partially block the view of the erupting fire and the winding waterway below.",
+          "The bird's dark, blurry body and fully extended wings dominate the entire foreground, completely obscuring the explosion and the river valley beneath it in a momentary total blackout of the scene.",
+          "The avian intruder continues its trajectory toward the right side of the frame, its trailing feathers dragging across the lens to slowly unveil the devastated landscape and rising smoke once more.",
+          "Once the bird has fully exited the frame, the view is clear again, displaying a massive cloud of white and dark smoke billowing upward while numerous white trails arc radially outward and downward in a starburst pattern."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00691",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_00880_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "The large, angular metal structure rests on a dirt mound in a field of dry grass under an overcast sky, suddenly struck by a violent explosion on its side.",
+          "A dark green utility truck enters the frame from the left foreground, driving steadily across the bottom edge and beginning to obscure the lower portion of the exploding metal structure.",
+          "The truck continues its path until its large, boxy silhouette completely dominates the foreground, fully blocking the view of the fireball and the metal target behind it against the pale sky.",
+          "The utility truck begins to exit the frame to the right, revealing the chaotic aftermath through the widening gap as the vehicle moves out of the line of sight, exposing the smoke.",
+          "Once the vehicle has fully exited to the right, the scene clearly shows a massive fireball and thick black smoke engulfing the left side, scattering debris, while the right angled panel remains standing on the mound."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00880",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_00896_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "The black and white rocket with red USA lettering stands on the pad, surrounded by metal gantries and the structure marked 1 SIDE 4, as massive orange flames suddenly erupt from the engine bells at the base.",
+          "A large, yellow industrial service vehicle drives slowly into the frame from the right, its heavy metal body rising to partially block the view of the violent flames expanding around the launch tower legs.",
+          "The yellow service vehicle moves fully across the foreground, completely hiding the rocket base and the spreading fire behind its tall, solid cabin and cargo bed, leaving only the upper rocket section visible.",
+          "The yellow vehicle begins to exit the frame to the left, slowly unveiling the scene as the intense glow of the fire becomes visible again through the gap behind the truck's rear.",
+          "The vehicle has completely left the view, revealing a massive, blinding cloud of bright orange fire and exhaust that now engulfs the entire launch platform and obscures the metal structures in intense light."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00896",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_01023_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A massive explosion erupts from the large brick manor, sending a towering plume of reddish-brown smoke and debris high into the overcast sky, obscuring the central tower while the lower brick walls remain visible behind the rising dust cloud.",
+          "A large leafy branch from the foreground tree on the left sways violently into the frame, beginning to partially block the view of the rising smoke and the brick building.",
+          "The thick cluster of green leaves and brown twigs fully dominates the center of the frame, completely hiding the burning manor and the billowing smoke behind a dense wall of vegetation.",
+          "The swaying branch begins to retreat back toward the left edge of the frame, revealing glimpses of the dark smoke and the damaged roof structure through the thinning gaps in the leaves.",
+          "The branch has fully exited the frame, revealing the final state where a massive fireball engulfs the manor's roof, sending thick black smoke and flying debris high into the sky above the partially visible lower brick walls."
+        ]
+      }
+    },
+    "original_task_id": "a00106_01023",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_01537_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "From a high-angle static perspective, a massive black metal truss structure holds a rocket engine centrally, surrounded by billowing white vapor jets against a backdrop of dusty brown earth and concrete pads, with white storage tanks visible on the right edge.",
+          "A large bird with brown and white feathers suddenly swoops down from the top left, its wings spreading wide as it flies extremely close to the lens, beginning to obscure the view of the white vapor and the black truss structure.",
+          "The bird's outstretched wings and body completely fill the frame, blurring into a soft focus of brown and white feathers that entirely blocks the view of the test stand and the ground, hiding the machinery.",
+          "The bird banks away towards the bottom right, its wings receding to reveal widening gaps of the scene, where the initial white vapor has rapidly ignited into a violent eruption of bright orange flames beneath the black truss.",
+          "With the bird fully gone, the camera clearly shows the rocket engine burning intensely, producing a massive, turbulent cloud of bright orange fire and thick white smoke that engulfs the area beneath the stationary black metal structure."
+        ]
+      }
+    },
+    "original_task_id": "a00106_01537",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00107_00694_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A gloved hand firmly grips a metal chisel against a rapidly spinning block of light-colored wood mounted on a lathe, sending a spray of fine sawdust into the air near a black collection box filled with shavings.",
+          "From the left side of the frame, the dark, dust-covered torso of a fellow worker walks into view, partially obscuring the spinning wooden workpiece and the gloved hand holding the carving tool.",
+          "The fellow worker's body completely fills the frame, blocking the view of the lathe and the carving process entirely, leaving only the texture of their dark, sawdust-dusted clothing visible in the foreground.",
+          "As the fellow worker continues walking to the right, their body begins to slide out of the frame, revealing the smoothing wooden surface and the metal tool rest underneath once again.",
+          "With the worker fully gone, the camera reveals the large wooden workpiece now shaped into a smooth, rounded, bulbous form spinning on the lathe, with thick layers of sawdust covering the stationary gloved hands."
+        ]
+      }
+    },
+    "original_task_id": "a00107_00694",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00112_00847_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Under a bright blue sky with wispy clouds, a white off-road vehicle speeds along a dry dirt track flanked by golden grasses and dark rocky hills, pulling taut on a yellow tow strap that leads toward the camera.",
+          "A large, dry tumbleweed rolls rapidly into the frame from the left edge, its tangled brown branches catching the sunlight as it begins to obscure the lower portion of the speeding vehicle and the dusty trail.",
+          "The massive tumbleweed continues its rapid roll across the foreground, completely filling the lens with its textured, dry vegetation and blocking the view of the white vehicle and the yellow tow strap entirely.",
+          "The tumbleweed rolls toward the right edge of the frame, slowly revealing the scene behind it as gaps in its dry branches allow glimpses of the thickening dust cloud and the taut yellow rope to reappear.",
+          "With the tumbleweed now fully out of frame, the view clears to show the white vehicle almost completely swallowed by a massive cloud of brown dust, the yellow tow rope stretching taut and disappearing into the thick haze."
+        ]
+      }
+    },
+    "original_task_id": "a00112_00847",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00132_00608_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A heavy, grey mechanical press descends rapidly toward a glowing orange metal bar resting on a sturdy, dark lower die, preparing to forcefully crush the hot steel against the base.",
+          "A large, dark rectangular metal plate, likely a piece of scrap or a shield moved by a crane, slides into the frame from the left side, beginning to partially block the view of the descending press and glowing bar.",
+          "The massive dark metal plate completely fills the foreground, entirely obscuring the crushing action and the machinery, with only its scratched, matte surface and faint industrial reflections remaining visible in the frame.",
+          "The large dark metal plate begins to slide away towards the right, slowly revealing the aftermath of the crushing process through the widening gap as the heavy grey press remains stationary above the work area.",
+          "The dark metal plate has fully exited the frame to the right, clearly showing the final result where the metal has been compressed into a flat, wide sheet on the bottom die surrounded by scattered dark flakes of scale."
+        ]
+      }
+    },
+    "original_task_id": "a00132_00608",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00190_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a brightly lit workshop with corrugated metal walls, a pink tablet stands upright on a silver platform bordered by yellow and black hazard tape, while a heavy concrete block hovers just above it, ready to drop.",
+          "A technician wearing a white shirt walks into the frame from the left, carrying a large, flat metal sheet that begins to obscure the view of the pink tablet and the dropping block.",
+          "The large metal sheet held by the passing technician completely fills the foreground, blocking the view of the crushing action and reflecting the bright studio lights as it moves across the center of the frame.",
+          "As the technician continues walking to the right, the edge of the metal sheet slides out of view, revealing the aftermath of the impact through the widening gap in the foreground.",
+          "With the obstruction fully cleared, the static shot reveals the pink tablet lying completely flattened and crushed on the hazard-striped platform, surrounded by large, jagged chunks of concrete rubble scattered across the metal surface."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00190",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00574_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Three metal 'Joys Salted Peanuts' cans sit on rough concrete pavement, filled with bright blue and yellow water beads, positioned directly in the path of a large black car tire visible on the right edge.",
+          "A person's leg, clad in dark denim jeans and a grey sneaker, steps into the frame from the left, partially obscuring the view of the blue-beaded can as the tire begins its forward roll.",
+          "The person's leg and shoe fully dominate the center of the frame, completely blocking the view of the cans and the tire, casting a dark shadow over the concrete while the crushing action continues unseen behind the limb.",
+          "The leg in the grey sneaker lifts and moves toward the right edge of the frame, revealing glimpses of flattened metal and scattered colorful beads on the ground through the widening gap near the car's undercarriage.",
+          "The person's leg has completely exited the frame to the right, revealing the aftermath: three flattened metal cans lying crushed on the concrete, with blue and yellow gel beads scattered widely across the pavement where the containers once stood."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00574",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00729_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A rectangular yellow plastic container with bright side latches sits on the rough gray asphalt, filled to the brim with clear water beads atop layers of orange, yellow, green, and blue beads. To the right, the black tread of a large car tire looms close to the container as it begins to roll forward.",
+          "A person wearing blue jeans and a white t-shirt walks into the frame from the left, their body beginning to obscure the yellow container as the car tire presses down on the colorful beads.",
+          "The person's torso and legs completely dominate the center of the frame, fully blocking the view of the container and the tire's interaction, leaving only the gray asphalt and the edge of the tire visible on the far right.",
+          "The person continues walking to the right, their body moving out of the frame to reveal the crushed plastic and scattered beads emerging from behind their legs.",
+          "With the pedestrian fully out of the frame, the camera reveals the flattened remains of the yellow plastic container lying crushed on the asphalt, with orange slime spilling out and hundreds of colorful water beads scattered across the wet ground near the stationary tire."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00729",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00800_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black car tire with white 'WHEELER' lettering sits atop a brown wooden ramp labeled 'EXPERIMENTS & LIFE HACKS', positioned directly beside a whole green striped watermelon on the gray asphalt.",
+          "A person wearing blue jeans and white sneakers walks into the frame from the left, their legs partially obscuring the view of the green watermelon and the wooden ramp as the tire begins to roll forward.",
+          "The person's legs and lower torso completely dominate the foreground, fully blocking the view of the car tire, the wooden ramp, and the watermelon as the crushing action happens behind them.",
+          "The person in blue jeans continues walking to the right and begins to exit the frame, slowly revealing the crushed remains of the fruit and the stationary black tire on the pavement.",
+          "Once the person has fully left the frame, the camera clearly shows the destroyed watermelon, with scattered chunks of red flesh and green rind lying on the asphalt near the black tire and wooden ramp."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00800",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00144_00810_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up view captures a hand holding a silver metal shaker, pouring a stream of liquid and ice into a clear glass featuring a white diamond lattice pattern that sits on a white counter with amber liquid inside.",
+          "A person wearing a dark garment suddenly walks into the frame from the left edge, their body beginning to block the view of the pouring hand and the etched glass.",
+          "The dark fabric of the passerby's clothing completely dominates the foreground, fully obscuring the glass, the shaker, and the white beadboard background as they move directly across the lens.",
+          "The passerby continues their movement toward the right edge, their dark form sliding away to reveal the white surface and the top rim of the glass re-emerging into view.",
+          "The frame is now clear again, showing the diamond-patterned glass resting on the white table, filled with the mixed brown cocktail and several large, clear ice cubes floating at the top."
+        ]
+      }
+    },
+    "original_task_id": "a00144_00810",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00204_01516_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Two curlers in bright yellow jerseys vigorously sweep the white ice with brooms ahead of a sliding yellow stone, while the blue sideboards frame the rink under bright arena lights.",
+          "A person wearing a dark jacket walks closely past the camera lens from the left side, their torso beginning to obscure the view of the sweeping players and the sliding stone.",
+          "The dark fabric of the passerby's jacket completely fills the frame, hiding the curling action entirely and leaving only the texture of the dark clothing visible against the bright background light.",
+          "The person in the dark jacket continues walking to the right, slowly revealing the white ice sheet again as the gap widens to show the yellow stone slowing down near the target area.",
+          "With the obstruction gone, the yellow curling stone rests perfectly in the center of the blue target circle, surrounded by the players in yellow shirts who have stopped sweeping and stand on the ice."
+        ]
+      }
+    },
+    "original_task_id": "a00204_01516",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00206_00877_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A clear, empty glass rests on a smooth white surface, illuminated by soft, even lighting. Large chunks of white ice begin to drop into the vessel from above, landing with a sharp clink against the transparent bottom.",
+          "A soft white linen napkin enters the frame from the left side, drifting slowly across the scene. It begins to partially obscure the clear glass and the falling ice chunks, casting a gentle shadow over the pristine white surface.",
+          "The white linen napkin now completely dominates the center of the frame, fully concealing the glass and the ice dropping action. The soft texture of the fabric fills the view, blocking all sight of the countertop and the vessel beneath it.",
+          "The white linen napkin begins to slide away towards the right edge of the frame, gradually revealing the scene underneath. Through the widening gap, the clear glass and the white countertop become visible again as the fabric retreats.",
+          "The white linen napkin has fully exited the frame to the right, leaving the scene unobstructed. The clear glass now sits quietly on the white surface, containing two distinct white ice cubes resting at the bottom under the bright lighting."
+        ]
+      }
+    },
+    "original_task_id": "a00206_00877",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00207_02059_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "The large chrome hydraulic press ram begins its rapid descent toward the black Nikon FA camera body centered on the circular metal pedestal, while scattered debris lies on the workbench against a backdrop of green walls with yellow lightning bolt signs.",
+          "A worker wearing a dark grey coverall enters from the left edge of the frame, their torso partially obscuring the view of the descending press and the Nikon camera as they walk across the foreground.",
+          "The worker's dark grey coverall completely fills the frame, blocking the entire view of the hydraulic press and the Nikon camera, with only the texture of the heavy fabric visible as they pass directly in front of the lens.",
+          "The worker in the dark grey coverall continues moving to the right, their body sliding out of the frame to reveal the aftermath of the crushing action underneath the now-stationary press ram.",
+          "With the worker fully out of the frame, the black Nikon camera is revealed completely crushed flat against the metal base, its body destroyed into a pile of debris with metal shards scattered and the strap hanging from the flattened wreckage."
+        ]
+      }
+    },
+    "original_task_id": "a00207_02059",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00233_00090_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person wearing blue nitrile gloves holds a large white plastic scoop filled with white flour over a shiny stainless steel mixing bowl, while a blue bowl containing more flour sits on the counter to the left near a sunlit window.",
+          "A person wearing a white apron enters the frame from the right side, their body partially obscuring the view of the gloved hands and the metal bowl as they walk past the workstation.",
+          "The white fabric of the passing person's apron completely fills the camera view, hiding the mixing bowl and the pouring action entirely behind the moving cloth texture.",
+          "The person in the white apron continues walking toward the left edge of the frame, gradually revealing the stainless steel bowl and the countertop underneath as the obstruction clears.",
+          "Once the person has fully exited the frame to the left, the camera clearly shows the shiny metal bowl containing a large mound of white flour at the bottom, with the blue bowl still visible in the background."
+        ]
+      }
+    },
+    "original_task_id": "a00233_00090",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00233_00238_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Fine white flour and granulated sugar cascade from a tilted stainless steel bowl into a larger mixing basin, creating a dusty cloud, while a gloved hand grips the rim at the bottom right.",
+          "A chef's arm wearing a white glove enters from the right, sweeping across the foreground and partially blocking the view of the white flour and sugar cascading into the metal bowl.",
+          "The white-gloved arm and sleeve completely cover the center of the shot, obscuring the stainless steel bowl and the falling ingredients, filling the frame with the texture of the white material.",
+          "The arm retracts to the right, widening the view to reveal the stainless steel bowl again, where the stream of flour has ceased and a pile of ingredients is becoming visible.",
+          "The arm has fully left the frame, leaving a clear view of the large stainless steel mixing bowl containing a settled, static mound of white flour and sugar mixture at the bottom."
+        ]
+      }
+    },
+    "original_task_id": "a00233_00238",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00237_00609_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand carefully places the final wooden domino at the end of a curved line extending from a tall tower of light brown wooden blocks with carved tracks, set against a white foam mat background.",
+          "An orange tabby cat walks into the frame from the right side, its furry body beginning to obscure the view of the hand and the newly placed domino near the white mat.",
+          "The orange tabby cat completely fills the frame, its thick fur and body hiding the wooden block tower and the domino line, leaving only the cat's moving form visible against the bright lighting.",
+          "The orange tabby cat continues walking toward the left edge, slowly revealing the wooden structure and the dominoes which have started to topple over as a blue marble rests near the base.",
+          "With the cat fully out of the frame, the scene shows a blue marble resting near the base of the wooden block structure while the curved row of wooden dominoes continues toppling over in a chain reaction."
+        ]
+      }
+    },
+    "original_task_id": "a00237_00609",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00237_00717_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A glossy red and white ceramic object tumbles rapidly toward the rotating metal teeth of an industrial shredder, set against a backdrop of bright blue painted metal walls.",
+          "A heavy, translucent blue plastic safety flap swings down from the upper right edge of the frame, beginning to obscure the view of the crushing blades and the falling ceramic item.",
+          "The thick blue plastic sheet completely dominates the foreground, rippling slightly as it fully blocks the camera's view of the shredder mechanism and the disintegrating item behind it.",
+          "The heavy blue safety flap slowly lifts and sways back toward the upper frame, gradually revealing the sharp interlocking metal teeth and the scattered remnants of the destruction process underneath.",
+          "The plastic curtain has fully retracted out of view, leaving a clear shot of the shredder blades where the red polka-dotted object has been completely pulverized into small white and red fragments disappearing between the rotating metal teeth."
+        ]
+      }
+    },
+    "original_task_id": "a00237_00717",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00238_00133_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Clear glass marbles roll smoothly along the pale pine wood tracks, gathering speed as they descend the parallel grooves toward the intricate pivoting wooden hammer mechanism situated in the foreground.",
+          "A person's arm, clad in a thick white knitted sweater sleeve, enters from the right side of the frame, slowly obscuring the view of the wooden hammer and the rolling marbles.",
+          "The white sweater sleeve completely fills the frame, blocking out the detailed wood grain and the marbles entirely, leaving only the soft texture of the knitted fabric visible against the bright indoor lighting.",
+          "The arm begins to retract back toward the right edge, slowly revealing the stationary wooden tracks and the carved channels underneath as the fabric moves out of the way.",
+          "With the arm fully gone, the camera reveals a single blue marble resting securely inside a carved circular hole in the wooden block on the left, while the rest of the track remains still."
+        ]
+      }
+    },
+    "original_task_id": "a00238_00133",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00270_00023_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "The large Uzbekistan Airways jet, featuring a white body with blue and green stripes and a blue engine nacelle, lowers its landing gear against a grey sky as it prepares to touch down on the wet runway.",
+          "A white airport maintenance truck with flashing amber lights enters from the left edge of the static frame, moving rightward and beginning to partially block the view of the aircraft's blue engine and extended landing gear.",
+          "The white maintenance truck continues its path across the foreground, completely filling the frame and fully obscuring the landing aircraft, leaving only the truck's side panels and moving wheels visible against the grey backdrop.",
+          "As the white maintenance truck exits towards the right edge of the frame, the view clears to reveal the airplane again, now firmly on the ground with spoilers deployed and water spraying from the tires.",
+          "The maintenance vehicle has fully left the frame, leaving a clear view of the large airplane rolling away down the wet runway, its wing spoilers fully deployed and tires kicking up a significant rooster tail of water spray."
+        ]
+      }
+    },
+    "original_task_id": "a00270_00023",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00280_00363_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skier descends rapidly down the steep, sunlit snow slope, navigating around the scattered dark rocks on the left while kicking up a large spray of white powder with each turn.",
+          "A large bird of prey swoops into the frame from the right edge, its dark wings beginning to obscure the view of the skier carving through the snow near the rocky outcrops.",
+          "The bird's massive wingspan completely fills the foreground, blurring the scene with feathers and blocking the view of the snowy mountain entirely as it passes extremely close to the static camera lens.",
+          "The bird exits the frame to the left, its wings moving out of view to gradually reveal the bright white snow and the dark rocks of the mountain slope as the scene clears.",
+          "The bird is fully gone, revealing a person lying on their back in the snow with limbs splayed, surrounded by a spray of powder near the scattered rocks where the descent ended."
+        ]
+      }
+    },
+    "original_task_id": "a00280_00363",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00318_00064_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Under a bright blue sky with wispy clouds, a whole pineapple sits atop a rugged, reddish-brown dirt mound surrounded by dry scrub brush, just as it suddenly bursts apart in a violent explosion of yellow fruit and green leaves.",
+          "As the pineapple detonates, sending debris upward, a large, dark bird swoops extremely close to the camera lens from the left side, its outstretched wing beginning to obscure the rising cloud of smoke and fruit chunks.",
+          "The bird's body and feathers completely fill the frame, blocking out the blue sky and the dirt mound entirely, creating a momentary blur of dark plumage that hides the ongoing explosion.",
+          "The bird continues its flight path across the frame, its tail feathers sliding out of view to the right, gradually revealing the aftermath of the blast on the mound below through the widening gap.",
+          "With the bird fully gone, the camera reveals the scattered yellow fruit chunks and green spiky leaves drifting through the air above the brown dirt mound, suspended in the wake of the explosion."
+        ]
+      }
+    },
+    "original_task_id": "a00318_00064",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00327_00223_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black car tire rests on wet stone tiles next to a deep blue water balloon, beginning a slow roll forward over a long line of colorful spheres including orange, yellow, and green that stretch toward the rear wheel.",
+          "Just as the tire begins to compress the first blue balloon, a person wearing blue jeans and white sneakers walks into the frame from the right side, their legs partially blocking the view of the colorful line of balloons extending under the car.",
+          "The person continues walking across the foreground, their legs and lower body now completely obscuring the car tire and the line of balloons, filling the frame with the movement of denim fabric and blocking the view of the crushing action.",
+          "The person's legs move toward the left edge of the frame, gradually revealing the scene underneath the car again as the gap widens, showing glimpses of the wet pavement and the aftermath of the tire's movement over the tiles.",
+          "With the pedestrian fully out of the frame, the camera reveals the wet pavement littered with colorful rubber scraps from the burst balloons, while four intact water balloons in blue, light blue, orange, and red lie scattered separately across the stone tiles."
+        ]
+      }
+    },
+    "original_task_id": "a00327_00223",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00364_01737_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Numerous white, oblong pills tumble through the air against a stark black background, beginning to land on a textured dark green surface, illuminated by a soft, dramatic light that highlights their smooth, chalky texture as they bounce.",
+          "As the white pills continue to scatter and bounce across the dark green surface, the bottom rim of a white plastic pill bottle enters from the upper right corner, partially obscuring the falling medication and casting a soft shadow over the tumbling objects.",
+          "The white plastic pill bottle moves fully into the center of the frame, completely blocking the view of the dark green surface and the scattered pills, its smooth, curved white surface reflecting the light and dominating the entire visual field.",
+          "The white plastic pill bottle begins to slide out of the frame towards the top right, revealing the dark green surface underneath and the chaotic arrangement of white oblong pills that have settled into a dispersed pattern.",
+          "With the white plastic pill bottle now completely gone from the view, the camera clearly shows the final state where numerous white oblong pills lie scattered across the dark green surface in a random, dispersed pattern, resting quietly after their rapid descent."
+        ]
+      }
+    },
+    "original_task_id": "a00364_01737",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00386_00350_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In the dimly lit workshop, a heavy hammer rhythmically strikes a small, curved piece of reddish copper held against the sharp edge of a steel anvil, the metal gleaming under the focused light as the dirty hand grips it firmly.",
+          "As the hammer continues its work, a heavy, dark leather apron swings into the frame from the left side, its textured surface gradually obscuring the view of the anvil and the copper piece being shaped.",
+          "The thick leather apron completely dominates the foreground, blocking out all visibility of the hammering action and the steel anvil, leaving only the rough, dark texture of the protective gear filling the entire static shot.",
+          "The leather apron begins to swing back out of the frame to the left, slowly revealing glimpses of the steel anvil and the hand underneath as the view of the workspace widens again.",
+          "With the obstruction fully gone, the camera clearly shows the now-flattened copper wire loop resting securely against the sharp edge of the metal anvil, held firmly in place by the worker's hand after the shaping is complete."
+        ]
+      }
+    },
+    "original_task_id": "a00386_00350",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00403_01394_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a dimly lit environment with a blurred warm shape in the background, large shards of white glass explode outward and upward from a central filament, scattering through the dark air in slow motion as a lightbulb shatters.",
+          "A person's dark sleeve enters from the left edge of the frame, moving steadily rightward and beginning to partially block the view of the exploding glass shards and the central metallic base.",
+          "The dark fabric of the sleeve completely dominates the frame, fully obscuring the shattering lightbulb and the scattered glass fragments, leaving only the texture of the black material visible against the dark background.",
+          "The dark sleeve continues its movement to the right, slowly retreating from the center and allowing the scattered white glass shards and the standing metal base to reappear through the widening gap.",
+          "With the dark sleeve fully gone from the frame, the scene reveals the aftermath: the metal base and filament stand centrally while sharp white glass fragments lie scattered outward into the surrounding darkness."
+        ]
+      }
+    },
+    "original_task_id": "a00403_01394",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00403_01560_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Four large cola bottles stand upright on a weathered wooden table painted with red, white, and blue sections, set against a backdrop of thick timber beams and dense green foliage, when suddenly the bottles begin to violently erupt in a chain reaction.",
+          "As the dark liquid begins to spray violently from the bursting bottles, a person wearing a dark green t-shirt enters from the left edge of the frame, their body partially obscuring the view of the wooden table and the exploding soda.",
+          "The person continues walking across the foreground, their torso and shoulders completely blocking the camera's view of the table, the bursting bottles, and the timber wall behind them, leaving only the blurred outline of their movement visible against the green background.",
+          "The person moves toward the right side of the frame, revealing the aftermath of the explosion through the widening gap as the dark liquid settles and the wooden table painted with red and blue sections comes back into view.",
+          "Once the person has fully exited the frame to the right, the camera reveals the final state where two cola bottles lie on their sides on the powder-covered table, while two other bottles rest on the grass beneath amidst settling smoke."
+        ]
+      }
+    },
+    "original_task_id": "a00403_01560",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00440_01043_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Six colorful water balloons with hand-drawn emoji faces—pink, red, orange, yellow, green, and blue—sit in a neat row on a gray concrete surface next to a large black car tire, just as the tire begins to roll forward.",
+          "A person wearing blue jeans walks into the frame from the right edge, their legs partially obscuring the blue and green balloons while the black tire continues to crush the yellow balloon behind them.",
+          "The person stands directly in front of the static camera, their denim-clad legs completely blocking the view of the balloons and the tire, dominating the frame with the dark fabric and the shadow cast on the ground.",
+          "The person begins to walk away to the left, their legs moving out of the shot and revealing the wet concrete and the crushed remains of the balloons through the widening gap in the foreground.",
+          "Once the person has fully exited the frame, the view is clear again, showing all six balloons crushed flat on the wet concrete with water actively spraying from the pink and red remnants while the others lie squashed."
+        ]
+      }
+    },
+    "original_task_id": "a00440_01043",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00447_00070_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A stack of metal cans sits on a black folding table in front of a weathered wooden retaining wall, bathed in bright sunlight, just as the can violently explodes and sprays white foam high into the air.",
+          "As the massive spray of white foam ejects upward, a person wearing a dark jacket walks into the frame from the left, their shoulder beginning to block the view of the table and the wooden wall.",
+          "The person continues walking across the foreground, completely obscuring the table and the explosion, their dark clothing dominating the frame and hiding the cans and the scattering debris from view.",
+          "The person moves toward the right edge, their body revealing the scene behind them as the view clears to show the white residue splattered on the black table and the gravel ground below.",
+          "With the person fully gone, the camera clearly shows the aftermath: the can's base stands upright on the foam-covered table, its detached top rests to the left, and white residue splatters the table surface and the wooden wall behind."
+        ]
+      }
+    },
+    "original_task_id": "a00447_00070",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00447_00579_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A line of colorful water balloons, including yellow, pink, green, and blue spheres, rests on a red carpet speckled with glitter and sequins, positioned just below a white vehicle bumper.",
+          "A foot wearing a white sneaker enters from the left side, stepping onto the red carpet and partially blocking the view of the yellow and pink balloons as the tire begins to roll.",
+          "The person's leg, clad in blue jeans, moves fully into the center, completely obscuring the green, blue, and purple balloons and the tire's action behind the dark denim fabric.",
+          "The sneaker and denim-clad leg begin to step away toward the right edge, gradually opening up the view to reveal the wet red surface and torn rubber pieces of the balloons.",
+          "The sneaker has fully exited the frame to the right, revealing the colorful water balloons completely burst and flattened, with rubber skins scattered across the wet, red carpet amidst splashed water and confetti."
+        ]
+      }
+    },
+    "original_task_id": "a00447_00579",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00455_00488_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "On a sunlit white table with blurred wooden bookshelves in the background, a clear glass ramekin sits next to a brown egg. A hand cracks the egg against the rim, pouring the raw contents into the small bowl.",
+          "From the right side, a sheer white curtain suddenly billows inward on a breeze, drifting into the foreground. The translucent fabric begins to obscure the glass bowl and the cracking egg, partially blocking the view of the table.",
+          "The sheer white curtain fully covers the frame, pressing close to the lens and hiding the table completely. The view is dominated by the rippling folds of the fabric as light filters through, obscuring the egg separation action entirely.",
+          "The breeze shifts, causing the sheer white curtain to slowly recede back toward the right edge of the frame. As the fabric pulls away, the white table and the glass ramekin become visible again through the clearing space.",
+          "With the curtain fully gone, the camera reveals the glass ramekin containing clear egg white. A spoon lifts the intact yellow yolk high above the bowl, separating it as a strand of white drips back down into the glass."
+        ]
+      }
+    },
+    "original_task_id": "a00455_00488",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00456_00097_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A gloved hand stabilizes a rough, light-colored block while another hand uses yellow-handled end-cutting pliers to grip and wiggle a metal loop embedded in the side, set on sandy ground with scattered metal debris nearby.",
+          "A large, dark work boot steps into the frame from the left, its dusty leather surface beginning to partially block the view of the pliers twisting the metal loop.",
+          "The heavy work boot completely fills the center of the frame, fully obscuring the rough block and the hands, leaving only the boot's texture and the surrounding sandy floor visible.",
+          "The work boot begins to move away to the right, slowly uncovering the rough block and the gloved hand stabilizing it as the scene re-emerges from behind the footwear.",
+          "Once the boot has fully exited the frame, the camera clearly shows a hammer claw resting against the now-bent metal fastener embedded in the rough wooden plank, which is still held upright by the gloved hand on the sandy ground."
+        ]
+      }
+    },
+    "original_task_id": "a00456_00097",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00479_00309_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "On the smooth blue felt of the pool table, a wooden cue stick strikes the white cue ball with red dots, sending it rolling rapidly toward the yellow number one ball positioned near the corner pocket.",
+          "As the white ball moves, a person wearing dark trousers enters from the left edge, their legs partially obstructing the view of the blue rails and the yellow number one ball near the pocket.",
+          "The person's body completely dominates the foreground, fully blocking the view of the pool table, the corner pocket, and the collision happening between the white cue ball and the yellow ball against the diamond-plate metal wall.",
+          "The person continues walking to the right, their dark clothing sliding out of the frame to gradually reveal the blue table surface and the stationary blue two ball near the bottom left corner.",
+          "With the obstruction gone, the white cue ball is seen rolling across the blue felt towards the yellow nine ball in the bottom right, while the blue two ball and other striped balls remain stationary on the table."
+        ]
+      }
+    },
+    "original_task_id": "a00479_00309",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00503_01377_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand grips a black and red pressure washer nozzle, directing a high-pressure spray along a dirty, beige stone window sill beneath a white-framed window, washing away grime near the red brick wall.",
+          "A large, leafy branch from the bush on the left swings inward on a breeze, partially obscuring the view of the pressure washer nozzle and the stone sill being cleaned.",
+          "The dense cluster of green leaves and thin brown stems completely fills the frame, effectively hiding the white window frame, the red brick wall, and the cleaning action behind a solid wall of swaying foliage.",
+          "The leafy branch begins to sway back towards the left edge, revealing glimpses of the wet stone surface and the red brickwork underneath as the greenery retreats from the center of the shot.",
+          "With the foliage fully cleared from the view, the scene shows the now clean and wet stone ledge, stripped of dark grime, with water dripping down the red brick wall below."
+        ]
+      }
+    },
+    "original_task_id": "a00503_01377",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00512_00883_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a room with beige square tiles, a large, empty stainless steel mixing bowl with side handles sits in the center, while nearby, a person wearing black pants and grey Crocs stands ready as black-gloved hands begin pouring white flour.",
+          "From the right side, a person wearing a white apron walks into the frame, their body beginning to block the view of the shiny metal bowl and the stream of falling flour.",
+          "The person in the white apron completely dominates the foreground, entirely obscuring the mixing bowl and the pouring action, leaving only the texture of the white fabric visible in the center of the shot.",
+          "As the person in the white apron continues walking toward the left, their figure slides out of view, slowly uncovering the stainless steel bowl where the flour has been collecting.",
+          "With the passerby fully gone, the camera clearly shows the large stainless steel mixing bowl now containing a substantial, settled mound of white flour powder at the bottom, resting on the tiled floor."
+        ]
+      }
+    },
+    "original_task_id": "a00512_00883",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00513_00452_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A vibrant green head of cabbage rests atop a mound of cracked, dry brown earth under a vast, clear blue sky, suddenly beginning to shudder violently as an internal pressure builds just before it detonates.",
+          "A large, dry, brown leaf tumbles into the frame from the upper left, caught in a sudden gust of wind, and begins to obscure the cabbage just as the vegetable bursts outward in a brilliant flash.",
+          "The crinkled, brown leaf fills the entire center of the frame, completely hiding the exploding cabbage and the mound of earth behind its textured, veined surface as it drifts extremely close to the lens, dominating the view.",
+          "The leaf begins to drift toward the right edge, lifting slightly to reveal glimpses of the green fragments and dust cloud expanding rapidly in the background above the mound of dry earth.",
+          "The leaf exits the frame to the right, leaving a clear view of the obliterated cabbage, which has scattered green shards and white dust in a wide explosion cloud above the dirt mound, with a small red fragment visible high in the debris field."
+        ]
+      }
+    },
+    "original_task_id": "a00513_00452",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00550_00045_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a dimly lit workshop, a blacksmith's hand grips heavy tongs holding a glowing orange rectangular metal billet against the rough surface of a dark anvil, while a heavy hammer is poised to strike, sending tiny sparks scattering as the metal begins to deform.",
+          "A fellow worker carrying a large, dark sheet of scrap metal enters from the right edge of the frame, their dark clothing and the metal sheet beginning to obscure the view of the glowing billet and the anvil.",
+          "The large dark metal sheet carried by the passing worker completely fills the foreground, blocking the view of the anvil and the forging process entirely, leaving only the texture of the passing metal visible against the blurred workshop background.",
+          "The worker carrying the dark metal sheet continues moving to the left, gradually revealing the anvil and the work area again as the obstruction slides out of the frame, exposing the glowing metal once more.",
+          "With the foreground now clear, the camera reveals three glowing orange metal bars stacked flat on the dark, rough block, forming a single rectangular mass with visible surface texture and scattered scale flakes where the forging has completed."
+        ]
+      }
+    },
+    "original_task_id": "a00550_00045",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00550_00137_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a workshop with scattered metal shavings on the floor, a wooden-handled hammer rests on the flat face of a heavy, worn iron anvil before a blacksmith lifts it to strike a glowing orange metal bar, causing sparks to scatter.",
+          "The blacksmith's dark trousers and heavy work boots step forward from the right edge of the frame, moving across the foreground and beginning to partially block the view of the anvil and the hammering action.",
+          "The blacksmith's body completely dominates the frame, filling the view with dark fabric and the blur of motion, fully hiding the anvil, the glowing metal, and the sparks from the camera.",
+          "The blacksmith steps away to the left, their dark clothing sliding out of the frame to reveal the wooden floorboards and the edge of the anvil reappearing as the view clears.",
+          "The camera now clearly shows the heavy iron anvil sitting empty and bare on its wooden block, the glowing metal bar removed, with the small golden decorative figure still visible on the side of the anvil base."
+        ]
+      }
+    },
+    "original_task_id": "a00550_00137",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00561_00108_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A pale arm extends from the left, holding a dark reddish crawfish by its tail just above the glassy surface of a dark pond, framed by green aquatic plants hanging from the top edge.",
+          "A large cluster of green leaves and thin branches sways heavily into the frame from the upper right, beginning to partially block the view of the dangling crawfish and the calm water below.",
+          "The dense foliage of the swaying branch completely fills the view, effectively blocking the hand, the bait, and the water surface from sight as the green leaves dominate the entire foreground.",
+          "The heavy leafy branch begins to sway back out of the frame towards the top edge, gradually revealing glimpses of the disturbed water surface and the hand still hovering near the plants.",
+          "With the vegetation fully cleared from the view, the camera shows turbulent dark water churning with white foam and bubbles where the fish submerged, while the empty hand hovers near the top edge plants."
+        ]
+      }
+    },
+    "original_task_id": "a00561_00108",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00561_01358_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "The empty black bucket swing suspended by metal chains swings rhythmically back and forth over the textured white sand, moving from the grassy background toward the foreground near the out-of-focus green support pole on the left.",
+          "A person wearing dark clothing enters from the left edge of the frame, their body gradually moving across the foreground and partially blocking the view of the swinging bucket and the sand.",
+          "The person's dark clothing and body completely dominate the frame, fully obscuring the swing set and the white sand pit from view as they walk directly past the static camera lens.",
+          "The person continues their path to the right, their figure sliding out of the frame to reveal the playground area and the swing moving closer through the widening gap.",
+          "The black bucket swing holding a crumpled beige mass swings forward into the immediate foreground, with its metal chains taut and the seat tilted upward above the white sand."
+        ]
+      }
+    },
+    "original_task_id": "a00561_01358",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_00367_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static top-down shot captures a gray pool table with black rails and white diamond markers, where a cue stick strikes the white ball on the right, sending it rushing toward the colorful triangle of balls clustered on the left.",
+          "A person wearing a dark blue shirt enters from the bottom edge, their torso rising into the frame to partially block the view of the gray felt and the approaching white cue ball.",
+          "The person's dark blue shirt and back completely dominate the view, fully obscuring the pool table and hiding the moment the white ball smashes into the colorful rack of balls.",
+          "The person walks away toward the top left, their body sliding out of the frame to gradually reveal the gray table surface where the colored balls are now rolling apart.",
+          "The occlusion clears completely to show the aftermath on the gray felt, with the colorful balls scattered widely, the black ball resting near the top left corner and the white cue ball near the top rail."
+        ]
+      }
+    },
+    "original_task_id": "a00563_00367",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_00668_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A top-down view shows a gray felt pool table with black rails and white diamond markers, where a racked triangle of colorful balls sits on the left and a white cue ball waits near the bottom right before a cue stick strikes it.",
+          "Just as the cue ball accelerates toward the rack, a person's dark pant leg and black shoe step into the frame from the bottom right, moving upward to partially block the view of the table's surface.",
+          "The person's dark trousers and shoe move directly over the static camera lens, completely filling the frame with blurry dark fabric that obscures the pool table, the gray felt, and the action of the scattering balls.",
+          "The dark obstruction begins to slide toward the top left corner, gradually revealing the gray felt and the now-dispersed colored balls as the person continues walking past the camera.",
+          "The person's leg and shoe have fully exited the frame, revealing the final state of the game with the colorful pool balls scattered widely across the gray felt, resting near the black rails and center."
+        ]
+      }
+    },
+    "original_task_id": "a00563_00668",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_01026_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A cluster of translucent green, bright red, and pink water balloons rests on the wet, reflective concrete pavement as the black rubber tread of a car tire begins to roll forward toward them.",
+          "A person's legs, clad in blue jeans and white sneakers, walk into the frame from the left side, beginning to obscure the view of the colorful balloons and the wet ground.",
+          "The person's legs continue walking across the foreground, completely blocking the camera's view of the water balloons and the car tire with their denim-clad thighs and shoes dominating the entire frame.",
+          "The person's legs move toward the right edge of the frame, gradually revealing the wet concrete surface underneath as they exit the scene and the background comes back into view.",
+          "Once the person has fully passed, the camera reveals the crushed remains of the water balloons, with torn fragments of green, red, and pink rubber scattered across the damp pavement near the tire."
+        ]
+      }
+    },
+    "original_task_id": "a00563_01026",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_01823_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand wearing a black wristwatch places a row of four colorful plastic bottles—red, yellow, green, and blue—on rough grey asphalt next to a large black car tire that begins to slowly roll forward.",
+          "From the left edge, a person wearing dark blue jeans and grey sneakers walks into the frame, their legs starting to block the view of the hand and the red bottle.",
+          "The person's body completely obstructs the camera view, filling the frame with dark denim fabric and the side of a grey sneaker, hiding the car tire and the bottles entirely from sight.",
+          "The person walks out of the frame to the right, their legs moving away to reveal the asphalt and the car tire which has moved forward over the line of containers.",
+          "The scene is fully visible again, showing the car tire resting on the flattened yellow, green, and blue bottles leaking colorful slime, while the red bottle near the edge remains unburst and upright."
+        ]
+      }
+    },
+    "original_task_id": "a00563_01823",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00565_01236_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a sandy area featuring a bright pink cardboard castle with white brick outlines and an orange picket fence, a hand holds a glass jar of red and black beads, shaking it slightly before tilting to pour.",
+          "As the beads begin to fall, a person's leg clad in blue jeans and a white sneaker steps in from the left, partially obscuring the pink castle and the pouring action.",
+          "The leg moves fully across the foreground, completely blocking the view of the pink structure and the sand, leaving only the blue denim fabric and white shoe visible in the frame.",
+          "The leg in blue jeans shifts toward the right edge, gradually revealing the textured sandy ground and the base of the pink castle as the obstruction clears the central area.",
+          "Once the leg has exited, the camera shows the final result: red and black pellets scattered on the sand and collected inside the left archway of the pink cardboard house."
+        ]
+      }
+    },
+    "original_task_id": "a00565_01236",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00581_00452_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blue-tinted, inclined conveyor belt continuously transports scattered clumps of brown earth and debris upwards towards a processing area near large white structures, with heavy dark machinery and ropes visible on the left.",
+          "A large, dark, rusted metal pipe swings into the frame from the left edge, partially obscuring the view of the moving conveyor belt and the brown earth clumps traveling upwards.",
+          "The massive dark metal structure completely fills the foreground, blocking the entire view of the conveyor belt and the processing machinery, leaving only the textured surface of the rusted metal visible.",
+          "The large dark metal pipe begins to swing back towards the left edge of the frame, revealing glimpses of the blue-tinted conveyor belt and the scattered debris moving upwards once again.",
+          "With the obstruction fully gone, the camera clearly shows clumps of fibrous material scattered on the inclined black conveyor belt moving upward toward the machinery, situated near the large white storage tanks."
+        ]
+      }
+    },
+    "original_task_id": "a00581_00452",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00607_01039_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person in brown trousers stands behind a dark, rough tree stump where a vertical piece of light-colored split wood is being shaped, while a hatchet with a curved handle is embedded nearby and a tan dog watches from the right edge.",
+          "The tan dog suddenly moves closer from the right side, its furry snout and ear entering the frame to partially obscure the view of the vertical wood piece and the embedded hatchet handle as the person prepares to strike.",
+          "The dog's tan fur and flank completely fill the foreground, blocking the view of the stump and the wood-splitting action entirely as the animal passes directly in front of the static camera lens.",
+          "As the dog continues moving to the left, its tan fur and hind legs drift out of the frame, gradually revealing the dark stump surface and the wood pieces underneath through the widening gap.",
+          "With the dog fully gone, the scene reveals a cylindrical log lying horizontally on the tree stump next to the upright, pointed wood piece, while the axe remains embedded in the stump nearby."
+        ]
+      }
+    },
+    "original_task_id": "a00607_01039",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00608_00021_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In an industrial kitchen featuring brown tiled flooring and a yellow plastic jerrycan in the background, a large stainless steel mixing bowl sits beneath a heavy yellow mixer arm as a thick stream of white liquid begins pouring into the vessel.",
+          "From the left edge, a worker wearing grey trousers and white sneakers steps into the immediate foreground, their body partially blocking the view of the stainless steel bowl and the pouring action taking place beneath the yellow machinery.",
+          "The worker's grey-clad legs and torso completely dominate the frame, fully obscuring the mixing bowl, the white liquid, and the yellow industrial mixer arm, leaving only the moving fabric of their clothing visible to the static camera.",
+          "As the worker continues walking toward the right, their grey trousers and white shoes slide out of view, gradually revealing the stainless steel bowl and the yellow mixer arm again as the obstruction clears the lens.",
+          "Once the worker has fully exited the frame, the camera clearly shows the large stainless steel mixing bowl containing a high volume of white milk, filling the vessel significantly beneath the stationary yellow mixer arm."
+        ]
+      }
+    },
+    "original_task_id": "a00608_00021",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00629_00640_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "On the expansive white ice sheet marked with faint skate grooves, a hockey player in a black jersey bearing the number 6 skates aggressively toward the left, stick in hand, while opponents in white and red uniforms chase him from the right.",
+          "From the right edge, the lower body of a player in white pants with red stripes skates rapidly into the foreground, their black skates blurring slightly as they begin to block the view of the black-jerseyed player losing his footing.",
+          "The foreground player's white uniform completely fills the screen, with the red stripes on the socks and the hem of the jersey obscuring the entire background action, hiding the player in black as he crashes onto the ice surface.",
+          "As the player in the white uniform skates out toward the left edge, the view opens up to reveal the scratched white ice again, showing the player in black lying prone near the boards after his fall.",
+          "With the foreground player fully out of the frame, the camera clearly reveals the player in the black jersey lying on his back on the ice near the boards, his legs bent and his hockey stick held vertically in the air."
+        ]
+      }
+    },
+    "original_task_id": "a00629_00640",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00637_00239_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A player in a black jersey with the number 7 sprints across the blue trampoline grid, illuminated by bright overhead lights, while vertical banners reading \"NZONE\" and a Pepsi logo are visible on the dark walls where a person in white stands.",
+          "A large red dodgeball enters rapidly from the right edge, growing larger as it flies toward the lens, partially blocking the view of the running player and the blue mats beneath.",
+          "The textured red surface of the dodgeball completely dominates the frame, acting as a solid barrier that entirely blocks the view of the trampoline court, the players, and the blue mats beneath.",
+          "The red ball shifts downward and to the left, gradually exposing the blue trampoline surfaces and the players as the obstruction moves away from the center of the lens, widening the view.",
+          "The red ball has fully exited the frame, clearly revealing a player in a white shirt lying prone on the mat, while two opponents in black shirts crouch and stand nearby with red dodgeballs resting on the blue and black surfaces."
+        ]
+      }
+    },
+    "original_task_id": "a00637_00239",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00648_00373_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A beat-up white pickup truck on the left accelerates across the dirt track towards a damaged SUV, with a crowd of spectators watching from a grassy hill lined with red fencing under an overcast sky.",
+          "A spectator wearing a grey hoodie enters from the left edge of the frame, walking close to the static camera and beginning to block the view of the white truck near the red safety fencing.",
+          "The spectator in the grey hoodie continues walking across the immediate foreground, their torso completely filling the camera view and obscuring the dirt pit and the dusty action taking place just behind them.",
+          "The spectator moves toward the right side of the frame, gradually uncovering the scene as the dusty pit and the grassy hill with spectators become visible again through the widening gap.",
+          "Once the spectator has fully exited the frame, the camera reveals a damaged white truck and a car labeled 'Wilton' resting near the dirt embankment, while a red and white van in the foreground emits thick white smoke."
+        ]
+      }
+    },
+    "original_task_id": "a00648_00373",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00651_00392_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Sunlight glints off the turbulent ocean surface as powerful waves crash forcefully over dark, jagged rocks, churning the deep blue water into thick, swirling white foam that surges continuously across the frame.",
+          "A large seagull with white and grey feathers suddenly swoops down from the top left corner, its blurred wings beginning to obscure the view of the churning white foam and dark rocks below.",
+          "The seagull's body and outstretched wings completely fill the frame, blocking the view of the ocean entirely as its textured white feathers and dark wingtips dominate the scene in sharp focus.",
+          "The large seagull flaps its wings vigorously and flies upward toward the top right, gradually revealing the turbulent seawater and dark rocks underneath as the gap in its movement widens.",
+          "With the bird now gone, the camera clearly shows the aftermath of the surge, where churning white foam and turbulent seawater wash over the dark, submerged rocks, creating a swirling mix of froth and dark water across the surface."
+        ]
+      }
+    },
+    "original_task_id": "a00651_00392",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00651_01301_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Turbulent white foam churns and bubbles vigorously across the surface of dark green water, creating a splashing wake that continuously expands and mixes with the surrounding ripples under bright sunlight.",
+          "A large seagull swoops into the frame from the right side, its white wings spreading wide to partially block the view of the churning foam and dark green water beneath.",
+          "The seagull flies directly across the static lens, its detailed white and grey feathers filling the entire screen and completely obscuring the bubbling water action below.",
+          "The bird continues its trajectory to the left, gradually moving out of the shot and allowing the dark green water and churning foam to reappear through the widening gap.",
+          "With the bird fully gone, the clear view reveals the turbulent white foam spreading across the water's surface, creating a textured, frothy wake that contrasts with the smoother, dark green water nearby."
+        ]
+      }
+    },
+    "original_task_id": "a00651_01301",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00669_00267_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black car tire rests on a brown wooden ramp labeled 'Super Crush' on a gray asphalt road, positioned near a green watermelon half and another showing red flesh, with scattered pulp on the ground.",
+          "A person's legs walk into the frame from the left, moving very close to the lens and beginning to block the view of the black tire and the wooden ramp with the yellow sticker.",
+          "The person's legs fully dominate the foreground, completely hiding the green watermelon rinds and the red pulp, leaving only the blurred texture of the sunlit asphalt and the edge of the ramp visible behind them.",
+          "The person continues walking to the right, their legs moving out of the frame to reveal the silver wheel rim and the tire rolling forward off the brown wooden ramp to crush the fruit.",
+          "With the obstruction gone, the camera clearly shows the tire having rolled completely over the fruit, leaving the red watermelon flesh and green rinds smashed flat against the gray asphalt surface."
+        ]
+      }
+    },
+    "original_task_id": "a00669_00267",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00670_00049_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black bucket swing suspended by metal chains sways back and forth, casting a distinct, oscillating shadow on the bright green rubber playground surface below, which is scattered with small debris and dry leaves.",
+          "A child wearing a bright red jacket runs into the frame from the left edge, their moving body beginning to partially block the view of the swaying swing and the green ground.",
+          "The child runs directly across the immediate foreground close to the lens, completely obscuring the black bucket swing and the green surface, filling the entire frame with the motion blur of their red clothing.",
+          "The child moves rapidly towards the right edge and begins to leave the frame, widening the gap to reveal the textured green surface and the dark swing shadows underneath once more.",
+          "Once the child has fully exited, the camera clearly reveals two empty black bucket swings hanging above the green surface, with one blurring in the foreground and the other steady in the background, both casting sharp shadows."
+        ]
+      }
+    },
+    "original_task_id": "a00670_00049",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00670_00871_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand grips a rough wooden staff on the left, swinging it towards a shiny metal helmet that sits on a yellow foam block atop a vertical wooden post in a green forest.",
+          "A large bird with dark wings enters from the right edge, flying close to the lens and starting to block the view of the swinging staff and the helmet target.",
+          "The bird's body and spread wings completely dominate the frame, hiding the wooden post and the metal helmet entirely as it passes directly in front of the static camera.",
+          "The bird moves towards the left edge, its tail feathers trailing behind, allowing the wooden post and the struck helmet to slowly become visible again through the widening gap.",
+          "The bird has exited the frame completely, revealing the yellow block wedged diagonally inside the metal helmet atop the wooden post, with a length of chainmail hanging down the side."
+        ]
+      }
+    },
+    "original_task_id": "a00670_00871",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00673_00334_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A man wearing a grey t-shirt and camouflage cap aims a large silver handgun with a long barrel at two green watermelons resting on a white folding table in a grassy yard.",
+          "A large leafy branch from a nearby tree sways into the frame from the top right, partially blocking the view of the shooter's hands and the table setup.",
+          "The thick cluster of green leaves completely dominates the foreground, fully obscuring the man and the watermelons from view while the wind rustles the vegetation in front of the lens.",
+          "The swaying branch begins to move back toward the right edge of the frame, slowly revealing the white table and the shooter's position through the thinning gaps in the foliage.",
+          "Once the branch clears the view, the white table is shown covered in pink pulp and shattered green rind fragments where the watermelons used to be, with debris scattered on the grass."
+        ]
+      }
+    },
+    "original_task_id": "a00673_00334",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00676_01135_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A brown-haired doll wearing a white shirt with blue stars sits on a blue rubber swing seat, suspended by rusty metal chains, gently oscillating back and forth over the black safety mat in a playground with grey gravel.",
+          "As the doll continues its rhythmic swinging motion, the legs of a person wearing blue jeans and white sneakers enter the frame from the left side, beginning to obscure the view of the rusty swing chains and the doll's left side.",
+          "The person's body completely fills the foreground, blocking the entire view of the swinging doll and the blue seat, with only the texture of the blue denim fabric and the movement of the walking legs visible against the blurred playground background.",
+          "The person in blue jeans continues walking toward the right edge of the frame, gradually revealing the blue swing seat and the doll's brown hair as the obstruction clears the center of the view, showing the grey gravel ground again.",
+          "The person has fully exited the frame to the right, leaving a clear view of the brown-haired doll sitting upright on the blue swing seat, suspended by metal chains and positioned slightly forward in its arc over the black ground mat."
+        ]
+      }
+    },
+    "original_task_id": "a00676_01135",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00677_00528_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Under bright sunlight, a large green tank forces its way through a brick building, crushing wooden beams and scattering debris near a white box marked \"NEHI\".",
+          "A large sheet of corrugated metal siding, dislodged by the impact, swings violently into the foreground from the left, partially blocking the view of the tank's tracks.",
+          "The bent metal sheet dominates the entire frame, its grey and rusty surface completely hiding the tank and the collapsing structure behind it.",
+          "The metal debris begins to drop out of the bottom of the frame, widening the view to show the tank emerging through the swirling dust.",
+          "The obstruction is gone, revealing the green tank settled in the rubble, obscured by thick dust after crushing through the remaining brick wall and wooden beams."
+        ]
+      }
+    },
+    "original_task_id": "a00677_00528",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00679_00874_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A red toy fire truck with white accents lies overturned in a sandy dirt ditch, tethered by thin ropes to a black off-road jeep and a blue police ATV parked on the ridge near large beige rocks.",
+          "As the thin ropes tighten to pull the vehicle, a large, realistic green leaf blows into the frame from the upper right, partially blocking the view of the blue police ATV and the sandy incline.",
+          "The large green leaf dominates the entire frame, completely obscuring the red truck and the towing operation, showing only the detailed surface of the foliage against the out-of-focus sandy background.",
+          "The large green leaf begins to drift away toward the left side, slowly uncovering the steep sandy wall of the ditch and revealing the red truck as it is pulled closer to an upright position.",
+          "Once the leaf has fully exited, the red fire truck is seen pulled upright, resting tilted backward against the sandy ditch wall, connected by a taut rope to the black jeep and blue ATV above."
+        ]
+      }
+    },
+    "original_task_id": "a00679_00874",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00705_00059_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up view captures a black pan filled with yellow liquid eggs as popcorn kernels begin to fall onto the surface near a wooden spatula.",
+          "A person's arm wearing a dark grey sleeve enters from the left edge, partially obscuring the view of the falling popcorn and the yellow eggs.",
+          "The dark grey sleeve completely fills the frame, blocking the view of the pan, the falling popcorn, and the cooking eggs entirely as the arm moves across the foreground.",
+          "The dark grey sleeve begins to retreat towards the left edge, revealing the black pan and the mixture underneath as the gap widens.",
+          "With the arm fully gone, the camera clearly shows fluffy white popcorn pieces scattered throughout the yellow liquid eggs in the black pan, being stirred by the wooden spoon."
+        ]
+      }
+    },
+    "original_task_id": "a00705_00059",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00743_01705_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a sunlit forest clearing, a player with long hair wearing a red patterned shirt and black cap throws a yellow disc, while a cameraman in blue shorts stands ready on a tripod.",
+          "A large leafy branch sways down heavily from the top right corner, partially blocking the view of the metal basket chains and the player in the red shirt who is mid-throw.",
+          "The dense cluster of green leaves and rough brown bark from the overhanging branch fully covers the frame, obscuring the thrower and the flying yellow disc completely from the camera's perspective.",
+          "The wind shifts and the large branch sways back upward and to the right, slowly revealing the grassy forest floor and the blue pole of the disc golf basket underneath the foliage.",
+          "As the branch clears the view, the yellow disc is seen hovering in mid-air near the top band and chains of the disc golf basket, set against the green forest."
+        ]
+      }
+    },
+    "original_task_id": "a00743_01705",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00744_00415_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Two large, clear balloons filled with multicolored water beads rest on wet, gray concrete near the tread of a black car tire, glistening under natural light as the tire begins to roll forward.",
+          "Just as the tire makes contact, a person wearing dark pants and boots walks into the frame from the left, their legs partially obscuring the view of the balloons and the crushing action.",
+          "The person's lower body completely blocks the camera's view of the ground, filling the frame with dark fabric and wet boots, hiding the bursting balloons entirely from sight.",
+          "The person continues walking to the right, their legs sliding out of the frame to reveal the wet pavement again, offering a glimpse of the scattered debris left behind.",
+          "Once the person has fully exited the frame, the scene clearly shows the aftermath: a mess of scattered colorful water beads and shredded pieces of clear balloon rubber lying on the wet concrete near the tire track."
+        ]
+      }
+    },
+    "original_task_id": "a00744_00415",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00763_00324_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Five green watermelons are lined up on a white plastic folding table outdoors, backed by stacked wooden railroad ties and dense green foliage, when the watermelon on the far right begins to bulge and crack under pressure.",
+          "A large, leafy branch sways into the frame from the upper right, driven by a sudden gust of wind, and begins to obscure the view of the two rightmost watermelons just as the explosion initiates.",
+          "The dense cluster of green leaves and thin twigs completely fills the foreground, effectively blocking the entire white table and the exploding watermelons from view, leaving only the swaying vegetation visible against the blurred forest background.",
+          "The heavy leafy branch sways back towards the right edge of the frame, gradually revealing the white folding table and the messy aftermath of the detonation as the foliage moves out of the line of sight.",
+          "With the branch fully gone, the static shot clearly reveals three intact watermelons on the left side of the table, while the two rightmost positions are covered in a violent spray of red pulp, seeds, and shattered green rind fragments."
+        ]
+      }
+    },
+    "original_task_id": "a00763_00324",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00776_00048_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A doll with tan legs stands on a small pink trampoline with a white mesh center, repeatedly jumping up and down while pink and yellow hula hoops lie on the white marble surface in the background.",
+          "A human hand enters from the left side of the frame, partially obscuring the view of the doll's tan legs and the pink trampoline as it reaches toward the center of the play area.",
+          "The human hand completely covers the center of the frame, hiding the trampoline and the jumping doll entirely from view while the fingers and palm dominate the foreground against the white surface.",
+          "The human hand begins to retract towards the left edge, slowly revealing the white marble surface and the pink trampoline underneath as the fingers move away from the center of the shot.",
+          "The hand has fully exited the frame, revealing the small pink trampoline sitting empty on the white marble surface with the doll gone and the pink and yellow hula hoops remaining stationary in the distance."
+        ]
+      }
+    },
+    "original_task_id": "a00776_00048",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00783_00136_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Two shirtless men stand on a high wooden platform constructed with light-colored lumber, and the man in green shorts begins to run forward to leap, while a tattered black and white flag flutters in the background.",
+          "A large, tattered black and white flag attached to the upper rigging suddenly swings into the foreground from the right side, beginning to obscure the view of the men on the wooden deck.",
+          "The massive, weathered black and white flag completely dominates the frame against the bright sky, fluttering wildly in the wind and entirely blocking the view of the wooden platform where the man was running.",
+          "The heavy, tattered flag begins to swing back toward the right, slowly revealing the reddish-brown painted wooden wall of the structure and the thick ropes hanging down as the scene becomes visible again.",
+          "The flag has fully cleared the frame to the right, revealing a smiling man with wet dark hair submerged up to his shoulders in the murky brown water near the edge of the wooden deck structure."
+        ]
+      }
+    },
+    "original_task_id": "a00783_00136",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00785_00180_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static close-up captures the weathered grey top of an iron anvil with a square hole on the left and a decorative metal scroll attached to the side, as hammering begins on a hot rod.",
+          "A heavy, dark brown leather apron swings into the frame from the right edge, partially blocking the view of the anvil's flat top and the glowing workpiece as the smith moves closer.",
+          "The thick, textured leather of the apron completely fills the frame, entirely obscuring the anvil and the metalworking process as the smith stands directly in front of the lens.",
+          "The dark leather material begins to shift away to the right, slowly uncovering the metallic surface of the anvil and allowing the workshop lighting to illuminate the workspace again.",
+          "The apron has fully exited the frame, revealing the final result: a glowing orange metal rod resting on the anvil, flattened into a tapered, leaf-like shape surrounded by blue scale flakes."
+        ]
+      }
+    },
+    "original_task_id": "a00785_00180",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00786_00064_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A player's hand in a black glove holds a cue stick aimed at the white cue ball on the vibrant blue felt, surrounded by black rails with white diamond markers and scattered colored balls.",
+          "A person wearing a dark grey shirt walks into the frame from the bottom, their torso rising to partially block the view of the player's arm and the cue ball.",
+          "The person in the dark grey shirt stands directly beneath the camera lens, their back completely obscuring the pool table and hiding the collision between the cue ball and the black eight-ball.",
+          "The person in the dark grey shirt moves away to the right side, slowly uncovering the blue felt and revealing the aftermath of the shot as the obstruction clears.",
+          "The black eight-ball is now pocketed in the top-left corner, the red ball rests near the right cushion, and the white cue ball sits near the bottom-left rail, while the other colored balls remain scattered on the blue felt."
+        ]
+      }
+    },
+    "original_task_id": "a00786_00064",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00786_01466_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "From a static overhead perspective, a player in a light blue shirt extends a pool cue towards the white cue ball on the vibrant blue felt, aiming at the tightly racked triangle of multi-colored balls on the left.",
+          "A person wearing a black jacket walks into the frame from the bottom right edge, their body moving closer to the lens and beginning to block the view of the player's aiming arm.",
+          "The person in the black jacket dominates the entire frame, their dark fabric completely hiding the pool table, the player, and the balls, preventing any view of the break shot taking place.",
+          "The person in the black jacket moves out of the way to the left, revealing the blue felt surface where the balls have clearly been struck and are beginning to settle.",
+          "The camera now clearly shows the scattered colorful billiard balls lying across the blue pool table felt, with the white cue ball resting near the bottom center after the break shot."
+        ]
+      }
+    },
+    "original_task_id": "a00786_01466",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00786_02269_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Under the bright arena spotlights, a bowler in a white and blue Weber Cup jersey releases a black ball that begins to roll rapidly down the polished wooden lane, with spectators visible in the dark blue background.",
+          "A fellow competitor wearing a bright yellow jersey enters the frame from the right edge, walking closely past the camera lens and beginning to obscure the view of the bowler's follow-through and the rolling ball.",
+          "The bright yellow fabric of the passing player's jersey completely fills the foreground, blocking the entire view of the lane and the bowling action as they walk directly in front of the static camera position.",
+          "The player in the yellow jersey continues walking toward the left edge of the frame, slowly revealing the lane again as the gap between their body and the frame edge widens to show the pins.",
+          "Once the passerby has fully exited the frame, the camera reveals the aftermath on the lane where most pins are scattered in the pit, leaving only a single white pin with red stripes standing upright on the far right."
+        ]
+      }
+    },
+    "original_task_id": "a00786_02269",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00787_00007_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blue balloon drops onto the worn wooden floorboards, which are marked by patches of peeling white paint and illuminated by soft light reflecting off the left side, and it begins to bounce rhythmically.",
+          "From the right edge, the dark hem of a long coat and a pair of boots enter the scene, slowly creeping forward to partially obscure the bouncing blue balloon on the distressed surface.",
+          "The heavy fabric of the coat and the walker's legs completely fill the frame, effectively hiding the floor and the blue balloon from view as the dark shapes move directly across the foreground.",
+          "The dark coat and boots begin to slide towards the left edge, gradually revealing the pale, weathered wood underneath as the obstruction moves away and the floor becomes visible once more.",
+          "Once the walker has fully left the frame, the view clearly shows the blue balloon resting on the worn wooden floorboards, having finished bouncing and come to a complete stop near the peeling paint."
+        ]
+      }
+    },
+    "original_task_id": "a00787_00007",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00787_00493_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "On a grey concrete patio bordered by a white brick wall and a dark wooden gate, a person in black trousers and white sneakers begins juggling a colorful patterned soccer ball, tapping it rhythmically with their feet.",
+          "Suddenly, a large leafy branch from the potted rosemary bush on the right enters the frame from the edge, blown by a strong gust of wind, and begins partially obscuring the view of the person's legs and the ball.",
+          "The dense green foliage of the swaying branch completely occupies the camera frame, blocking out the white brick wall and the person entirely, leaving only the texture of the rosemary needles visible against the blurred background.",
+          "As the gust of wind subsides, the large branch slowly retreats back towards the right edge of the frame, gradually revealing the grey concrete ground and the person's black trousers once more.",
+          "With the foliage fully returned to the black planter, the camera clearly shows the person balancing on their left leg with their right foot extended forward, while the patterned soccer ball hangs suspended in mid-air above the concrete."
+        ]
+      }
+    },
+    "original_task_id": "a00787_00493",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00814_00048_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A thick, curved piece of light-colored lumber is being carefully guided into a vertical bandsaw blade, closely following a blue marker line as fine sawdust piles up on the black metal table.",
+          "A large, flat sheet of plywood carried by a worker enters from the left side of the frame, beginning to obscure the view of the bandsaw blade and the curved lumber.",
+          "The large sheet of plywood completely dominates the foreground, fully blocking the view of the active bandsaw, the curved beam being cut, and the accumulating sawdust on the table below.",
+          "The large sheet of plywood begins to slide out of the frame to the right, gradually revealing the black work surface and the bandsaw setup underneath once again.",
+          "With the obstruction gone, the camera reveals the final state where the curved wooden beam stands vertically against the blade, having been sliced along the blue guideline with a thin strip nearly separated amidst scattered sawdust."
+        ]
+      }
+    },
+    "original_task_id": "a00814_00048",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00815_00446_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skateboarder in a white t-shirt grinds along a horizontal metal railing in an urban plaza, with a black SUV and a blue parking sign visible in the background under bright daylight.",
+          "A large white delivery van enters the frame from the left side, its side panel sliding across the foreground and beginning to block the view of the skater performing the trick.",
+          "The white delivery van completely fills the frame, fully obscuring the skater and the railing, leaving only the vehicle's white exterior and windows visible in the static shot.",
+          "The rear of the white delivery van moves toward the right edge, gradually revealing the concrete ground and the metal railing again as the vehicle exits the scene.",
+          "The view is clear again to show the skateboarder lying on the paved ground propping himself up with his hands, while his skateboard rests upside down with wheels facing up near the base of a tree."
+        ]
+      }
+    },
+    "original_task_id": "a00815_00446",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00815_00919_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Under bright sunlight, a skateboarder with long hair in a grey shirt and jeans rides across the smooth concrete pavement toward a silver metal handrail situated near large blue double doors.",
+          "As the skateboarder crouches to jump onto the rail, a person wearing a dark jacket enters the frame from the right edge, walking leftward very close to the camera lens and beginning to obscure the view of the skater.",
+          "The person in the dark jacket continues walking across the foreground, completely filling the frame and blocking the view of the skateboarder, the metal rail, and the blue doors behind them, leaving only the passerby's clothing visible.",
+          "The person in the dark jacket moves toward the left edge of the frame, gradually revealing the concrete ground and the metal rail again as the gap widens, showing glimpses of the ground where the action occurred.",
+          "Once the passerby has fully exited the frame to the left, the camera reveals the skateboarder lying on his stomach on the concrete pavement, propping himself up with his hands, with his skateboard resting on its wheels nearby to his left."
+        ]
+      }
+    },
+    "original_task_id": "a00815_00919",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_00187_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In the pitch-black night, a small dark cube sits on the reddish ground, suddenly erupting with a fountain of bright white sparks that shoot upward toward a glowing red flare while smoke begins to billow around the base.",
+          "A person wearing dark clothing walks into the frame from the right foreground, their silhouette beginning to obscure the lower portion of the sparking firework and the illuminated reddish ground as they pass close to the lens.",
+          "The person continues walking across the foreground, their body completely filling the frame and blocking the view of the firework, leaving only the faint ambient red glow visible behind them in the darkness.",
+          "As the person moves toward the left edge of the frame, their figure slides away to reveal the firework box again, which is still active with sparks trailing downward and smoke drifting in the night air.",
+          "The person has fully exited the frame to the left, revealing the small dark firework box standing upright on the reddish ground, now emitting a steady fountain of bright white sparks and grey smoke into the darkness."
+        ]
+      }
+    },
+    "original_task_id": "a00843_00187",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_00455_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blue cylindrical firework rests on a carpet of dry brown leaves in the dark, vigorously shooting a fountain of bright white sparks and smoke straight up that casts a harsh glare on the surroundings.",
+          "A sudden gust of wind sweeps a dense cluster of dry leaves from the left edge, partially obscuring the view of the glowing firework and the scattered debris on the ground.",
+          "The swirling mass of brown leaves completely covers the camera view, blocking the sight of the blue canister and the sparks as the wind-driven foliage dominates the entire frame with textured organic shapes.",
+          "The thick cluster of leaves begins to drift away toward the right side, slowly opening up a gap that reveals the blue cylinder and the ongoing pyrotechnic display underneath.",
+          "The wind-blown leaves have fully cleared the view, showing the blue cylindrical canister remaining upright on the leaf-strewn ground while emitting a continuous vertical stream of bright golden sparks and grey smoke into the night."
+        ]
+      }
+    },
+    "original_task_id": "a00843_00455",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_00563_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In the pitch-black night, a small rectangular firework box sits on the sandy dirt ground, suddenly igniting into a violent fountain of blinding white light and scattered orange sparks that illuminate the immediate area.",
+          "As the pyrotechnic display intensifies with shooting sparks, the dark silhouette of a person walking casually enters the frame from the left side, their body beginning to obscure the lower portion of the bright explosion.",
+          "The walking figure moves directly in front of the lens, their dark clothing and torso completely filling the view and hiding the erupting firework behind a solid wall of shadow, leaving only the edges of the scene visible.",
+          "The person continues their path toward the right edge of the frame, their silhouette sliding away to reveal the chaotic shower of sparks and thick smoke billowing from the ground once again.",
+          "With the obstruction fully gone, the camera captures the small rectangular object sitting on the dirt, continuously erupting in a bright, chaotic shower of orange sparks and thick smoke that scatter outward into the darkness."
+        ]
+      }
+    },
+    "original_task_id": "a00843_00563",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_00857_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In the pitch-black night, a red pot-shaped firework on the ground erupts, violently shooting a chaotic stream of bright white and gold sparks upwards while billowing grey smoke and green flashes fill the air.",
+          "As the sparks fly, a dark silhouette of a person enters from the left edge, their torso and legs moving across the foreground to partially block the view of the glowing fountain.",
+          "The person's dark form completely covers the center of the frame, hiding the firework entirely, with only the bright edges of the sparks visible around their silhouette as they pass close to the lens.",
+          "The figure continues walking toward the right edge, slowly revealing the scene again as the gap widens to show the lingering grey smoke and the ground where the red pot and scattered orange objects sit.",
+          "Once the person has fully exited the frame, the view is clear again, showing the red pot-shaped firework sitting on the ground emitting sparks, with smoke rising and small orange items lying nearby on the dark surface."
+        ]
+      }
+    },
+    "original_task_id": "a00843_00857",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_00945_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a dark outdoor setting with textured reddish-brown ground, a small box sits centrally, erupting with a brilliant vertical fountain of white sparks and smoke that brightly illuminates the immediate area against the night sky.",
+          "A dark silhouette of a person walks into the frame from the left side, their body moving close to the camera lens and beginning to obscure the lower portion of the sparkling firework display.",
+          "The person continues walking across the immediate foreground, their dark clothing and body completely filling the frame and blocking the view of the bright sparks and the firework box entirely from sight.",
+          "As the person moves toward the right edge of the frame, their figure shifts away, revealing the glowing light and the continuing stream of sparks from the firework box emerging from behind them.",
+          "With the person fully out of the frame, the camera clearly shows the small firework box on the reddish ground, still actively shooting a fountain of bright sparks and smoke into the night air."
+        ]
+      }
+    },
+    "original_task_id": "a00843_00945",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_01092_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Bright white sparks continuously erupt and fountain outward from box-shaped fireworks placed on the dark pavement, creating a chaotic spray of light while thick grey smoke billows upwards into the black night air.",
+          "A person wearing dark clothing enters from the right edge of the frame, their silhouette moving slowly inward to partially obscure the bright, spraying sparks and the rising plume of smoke near the ground.",
+          "The person's back completely fills the center of the frame, blocking the view of the erupting fireworks entirely, leaving only the faint peripheral glow of sparks visible around the edges of their dark jacket.",
+          "The individual continues walking steadily toward the left side of the screen, gradually revealing the chaotic fountain of white sparks and the billowing smoke cloud that was previously hidden behind their body.",
+          "With the person now fully out of the frame to the left, the camera clearly shows two rectangular firework boxes sitting on the pavement, continuously erupting with bright white sparks and billowing grey smoke that fills the dark night air."
+        ]
+      }
+    },
+    "original_task_id": "a00843_01092",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00872_01459_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Under bright outdoor sunlight, a tall gray concrete block stands vertically against a large plywood sheet, while high-velocity impacts suddenly strike its surface, causing violent shattering and launching dust.",
+          "A large, leafy tree branch sways into the frame from the left, its dark green foliage beginning to overlap and partially hide the shattering concrete block and the sunlit plywood background.",
+          "The dense cluster of leaves and branches completely covers the central view, obscuring the standing block and the explosion of debris, dominating the frame with organic textures and dappled shadows.",
+          "The heavy branch begins to sway out of the frame to the right, slowly opening a gap that reveals the settling dust and the damaged top of the concrete structure.",
+          "As the foliage clears the frame entirely, the final scene is revealed: the standing concrete block features a jagged, shattered top edge, surrounded by settling dust clouds and scattered concrete debris fragments across the table surface."
+        ]
+      }
+    },
+    "original_task_id": "a00872_01459",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00903_00032_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A young man wearing a purple beanie and black sweatshirt rides a BMX bike with teal tires along an asphalt road, approaching a low metal rail situated near a red brick building and a green utility box.",
+          "A large white delivery truck enters the frame from the left, its massive side panel sliding across the foreground and beginning to block the view of the rider and the green utility box behind him.",
+          "The side of the white truck completely fills the camera view, blocking out the red brick building and the rider entirely, leaving only the flat, white surface of the vehicle visible in the frame.",
+          "The white truck continues moving to the right, slowly revealing the street scene and the grassy area again as the rear of the vehicle passes, exposing the sidewalk where the action took place.",
+          "Once the truck has fully exited the frame to the right, the rider is seen sitting on the concrete curb beside the road clutching his leg, while his light blue bicycle leans against the metal railing nearby."
+        ]
+      }
+    },
+    "original_task_id": "a00903_00032",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00903_00080_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "The video opens on a static shot of a building exterior with grey horizontal siding and large windows framed in white. A person wearing a black shirt and white pants stands on a raised beige stone ledge, while a black tripod stands on the ground to the left.",
+          "A blurry figure enters from the bottom right corner, moving leftward extremely close to the lens. This person, whose dark hair and shoulder are visible, begins to obscure the view of the beige stone ledge and the rider standing near the window.",
+          "The passerby completely dominates the foreground, blocking the entire view of the building and the ledge with their out-of-focus back and dark clothing. The grey siding and the glass windows are no longer visible as the obstruction fills the frame.",
+          "The person continues their path to the left, slowly moving out of the frame and revealing the background again. As the dark obstruction clears, the beige stone ledge and the grey wall of the building come back into view.",
+          "With the obstruction gone, the camera clearly shows the pavement below the ledge where the action has concluded. A person lies on the concrete clutching their leg, while a bicycle lies on its side nearby, indicating a hard crash."
+        ]
+      }
+    },
+    "original_task_id": "a00903_00080",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00909_00861_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A female pitcher in a white t-shirt and maroon pants throws a yellow softball, while a fielder in a black tracksuit begins diving across the reddish-brown dirt near the green fence padding.",
+          "A person in a grey jacket enters from the left foreground, walking close to the static camera and partially blocking the view of the fielder diving on the dirt near the chain-link fence.",
+          "The person in the grey jacket continues walking across the lens, completely obscuring the diving fielder and filling the frame with their fabric, temporarily hiding the chain-link fence and green wall padding behind the action.",
+          "The person in the grey jacket moves toward the right edge of the frame, gradually revealing the reddish-brown dirt infield and the green padded wall as the view of the play clears up through the widening gap.",
+          "The person in the grey jacket has fully exited the frame, clearly showing a young man in a red cap and black hoodie lying on his back on the dirt, laughing while clutching a baseball glove to his chest."
+        ]
+      }
+    },
+    "original_task_id": "a00909_00861",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00923_00451_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blacksmith in a dirty quilted jacket and blue jeans stands at an anvil, using a white-gloved hand to hold tongs on a glowing red metal piece while a long metal bar presses against it to bend the arms.",
+          "A large, dark, soot-stained leather apron swings into the frame from the left edge, partially obscuring the blacksmith's blue jeans and the lower section of the anvil where the heated workpiece rests.",
+          "The dark, wrinkled texture of the heavy soot-stained leather apron completely dominates the foreground, entirely blocking the view of the glowing red metal, the silver tongs, and the blacksmith's manipulating hands.",
+          "The heavy dark apron begins to move away to the right side, slowly revealing the gray anvil surface and the blacksmith's legs as the workspace becomes visible through the widening gap.",
+          "With the obstruction fully gone, the camera clearly shows the red-hot metal piece now bent into a forked shape with two curved prongs extending outward, held securely by tongs over the anvil."
+        ]
+      }
+    },
+    "original_task_id": "a00923_00451",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  }
+]
\ No newline at end of file
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@@ -0,0 +1,3 @@
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+[
+  {
+    "task_id": "mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168",
+    "instance_id": "mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168.mp4",
+      "total_frames": 597,
+      "fps": 29.97,
+      "duration_sec": 19.92,
+      "reference_image_path": "inference_img/mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a group of students in school uniforms performing on stage. The students, all wearing white collared shirts, dark blue vests with white buttons, and red and white striped ties, are playing black and silver clarinet instruments. The camera initially focuses on a close-up of several students, capturing their facial expressions and the details of their instruments as they play. As the video progresses, the camera zooms out to reveal the full stage, where the entire band is arranged in formation under colorful stage lighting. A large screen in the background displays Japanese text and cartoonish illustrations, adding to the vibrant atmosphere of the performance. The audience is visible in the foreground, seated and watching the performance attentively."
+        ],
+        "level_2": [
+          "The video begins with a close-up shot of students in school uniforms playing clarinets. The students have long dark hair and are dressed in white collared shirts, dark blue vests with white buttons, and red and white striped ties. The camera focuses on their hands and faces as they skillfully play their black and silver clarinet instruments. As the scene transitions, the camera slowly zooms out, revealing more of the stage and additional students joining in the performance. The full band is now visible, arranged in a semi-circle formation, with the conductor standing at the center. The background features a large screen displaying colorful Japanese text and cartoonish designs, enhancing the lively ambiance of the event.",
+          "Continuing from the previous scene, the camera maintains its focus on the students playing clarinets, capturing their synchronized movements and concentration. The students' uniforms and instruments remain consistent, with the dark blue vests and red ties clearly visible. The camera then pans slightly to the right, showing more students joining the performance, each holding their clarinets with precision. The stage is brightly lit, and the colorful backdrop with Japanese text and illustrations adds a festive touch to the setting. The audience is partially visible, seated in rows, watching the performance unfold.",
+          "Finally, the camera zooms out further to provide a wide shot of the entire stage. The students are now seen in their full formation, with the clarinet players in the front row and other band members behind them, including those playing brass instruments. The conductor stands at the center, leading the ensemble with confident gestures. The large screen in the background displays the event's title in Japanese, surrounded by playful cartoon characters and bright colors. The audience fills the theater, creating a lively and engaging atmosphere. The video concludes with a sweeping view of the stage, emphasizing the unity and coordination of the student performers."
+        ],
+        "level_3": [
+          "The video opens with a close-up of students in school uniforms, focusing on their upper bodies as they play clarinets. The students have long dark hair and are dressed in white collared shirts, dark blue vests with white buttons, and red and white striped ties. Their hands move rhythmically over the black and silver clarinet instruments, and their facial expressions convey concentration and enjoyment. The camera captures the intricate details of their uniforms and the gleam of their instruments under the stage lights.",
+          "As the scene progresses, the camera slowly pans to the right, revealing more students joining the performance. Each student holds their clarinet with precision, their fingers deftly pressing the keys. The background remains consistent, with the colorful stage decorations and the large screen displaying Japanese text and illustrations. The students' synchronized movements and the harmonious sound of their instruments create a captivating visual and auditory experience.",
+          "The camera continues to pan, showing the full extent of the stage and the arrangement of the band. The students are now seen in their complete formation, with the clarinet players in the front row and other band members behind them. The conductor stands at the center, guiding the ensemble with clear and expressive gestures. The stage is brightly lit, and the colorful backdrop enhances the festive atmosphere. The audience is visible in the foreground, seated and watching the performance with interest.",
+          "The video then zooms out further, providing a wider view of the stage and the audience. The students' uniforms and instruments remain consistent, with the dark blue vests and red ties standing out against the bright stage lighting. The large screen in the background displays the event's title in Japanese, surrounded by playful cartoon characters and vibrant colors. The students' coordinated movements and the harmonious music create a sense of unity and excitement.",
+          "Finally, the camera captures a sweeping view of the entire stage, emphasizing the scale and grandeur of the performance. The students are seen in their full formation, with the clarinet players in the front row and other band members behind them. The conductor leads the ensemble with confidence, and the audience fills the theater, creating a lively and engaging atmosphere. The video concludes with a final shot of the stage, highlighting the students' dedication and the festive spirit of the event."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Do all the students shown playing clarinets have long dark hair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the vests worn by the students?",
+          "options": [
+            "A. Red",
+            "B. Blue",
+            "C. Black",
+            "D. White"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the red and white striped tie consistently visible on all students in view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the student in focus maintain the same hairstyle (long dark hair) throughout their appearance in the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Do all students consistently wear red and white striped ties throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:55:36.384613"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "Which clothing item is consistently described across all segments as having white buttons?",
+          "options": [
+            "A. White collared shirt",
+            "B. Dark blue vest",
+            "C. Red and white striped tie",
+            "D. Black clarinet case"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:55:36.384650"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Are the clarinets consistently described as black and silver across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:55:36.384665"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera zoom out progressively from close-up to wide shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:55:36.384683"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Is the large screen with Japanese text and illustrations visible in multiple segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:55:36.384698"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "What is displayed on the background screen?",
+          "options": [
+            "A. English subtitles",
+            "B. Japanese text and cartoon characters",
+            "C. Live audience feed",
+            "D. Musical score"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:55:36.384731"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168"
+  },
+  {
+    "task_id": "mem_openhumanvid_624afc154dfb1dd55409d8cec4cc3435f0a00bacb0dfd05fe151dac12b936f66",
+    "instance_id": "mem_openhumanvid_624afc154dfb1dd55409d8cec4cc3435f0a00bacb0dfd05fe151dac12b936f66",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_624afc154dfb1dd55409d8cec4cc3435f0a00bacb0dfd05fe151dac12b936f66.mp4",
+      "total_frames": 442,
+      "fps": 25.0,
+      "duration_sec": 17.68,
+      "reference_image_path": "inference_img/mem_openhumanvid_624afc154dfb1dd55409d8cec4cc3435f0a00bacb0dfd05fe151dac12b936f66_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In a dimly lit, traditional East Asian setting with wooden lattice windows and flickering candlelight, an elderly man and woman share an intimate moment. The man, with a long gray beard and hair tied back, wears a light-colored robe adorned with gold embroidery. The woman, with long gray braided hair, wears a dark black robe featuring intricate patterns and a headpiece with ornate golden decorations. They embrace closely, the woman resting her head on the man's shoulder as he gently holds her. The camera slowly pans around them, capturing their serene expressions and the subtle movements of their heads as they remain in this tender pose."
+        ],
+        "level_2": [
+          "The video opens with a close-up of an elderly couple in a traditional East Asian room, illuminated by soft candlelight. The man, distinguished by his long gray beard and hair tied back, wears a light-colored robe with gold embroidery. Beside him, the woman, with long gray braided hair, is dressed in a dark black robe with intricate patterns and a golden headpiece. They begin to embrace, the woman leaning into the man as he gently places his hand on her shoulder. The camera follows their movement, focusing on their faces as they close their eyes, sharing a moment of quiet connection.",
+          "As the scene continues, the couple remains locked in their embrace. The man's expression is calm and composed, while the woman appears to be in a state of peaceful contentment, her head resting against his shoulder. The background remains consistent, with wooden lattice windows allowing faint light to filter through, and the flickering candles casting a warm glow. The camera subtly shifts, maintaining focus on their faces and the gentle sway of their bodies as they stand together.",
+          "In the final part of the sequence, the man slightly turns his head, his gaze soft and reflective, while the woman keeps her eyes closed, her face relaxed. The camera pulls back slightly, revealing more of their surroundings, including the ornate details of the room and the steady flame of the candles. The couple remains in their embrace, their identities and positions consistent, as the scene concludes with a lingering shot of their serene interaction."
+        ],
+        "level_3": [
+          "The video begins with a close-up shot of an elderly couple in a dimly lit, traditional East Asian room. The man, with a long gray beard and hair tied back, wears a light-colored robe with gold embroidery. The woman, with long gray braided hair, is dressed in a dark black robe with intricate patterns and a golden headpiece. They are positioned near a wooden lattice window, with flickering candlelight illuminating their faces. The man gently places his hand on the woman's shoulder as she leans into him, their expressions conveying a sense of deep connection.",
+          "Continuing from the previous scene, the couple remains in their embrace. The woman rests her head on the man's shoulder, her eyes closed in a state of peaceful contentment. The man's expression is calm and composed, his gaze directed slightly downward. The camera slowly pans around them, capturing the subtle movements of their heads and the gentle sway of their bodies. The background remains consistent, with the wooden lattice window and the flickering candles providing a warm, ambient light.",
+          "As the scene progresses, the man slightly turns his head, his expression softening further as he looks at the woman. The woman keeps her eyes closed, her face relaxed and serene. The camera maintains its focus on their faces, highlighting the intricate details of their clothing and the ornate decorations on the woman's headpiece. The background elements, including the wooden lattice and the candles, remain unchanged, reinforcing the intimate and timeless atmosphere of the moment.",
+          "In the next segment, the couple continues to stand close together, their embrace unwavering. The man's hand remains gently placed on the woman's shoulder, and her head stays resting on his shoulder. The camera subtly shifts, capturing the slight changes in their facial expressions and the gentle movement of their hair. The warm candlelight continues to cast a soft glow on their faces, enhancing the sense of tranquility and intimacy.",
+          "Finally, the video concludes with a lingering shot of the couple in their embrace. The man's head is slightly turned, his expression reflecting a mix of serenity and contemplation. The woman keeps her eyes closed, her face relaxed and content. The camera slowly pulls back, revealing more of the room's details, including the ornate decorations and the steady flame of the candles. The scene ends with the couple still holding each other, their identities and positions consistent throughout, leaving a lasting impression of their tender connection."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "During the embrace, does the male individual maintain his long gray beard and tied-back hair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the headpiece worn by the female individual?",
+          "options": [
+            "A. Silver",
+            "B. Gold",
+            "C. Black",
+            "D. Red"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "After the embrace, does the female individual still have her long gray hair in a braid?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the female individual's dark black robe with intricate patterns remain visible throughout the interaction?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's long gray beard remain visible throughout all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737002"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Is the woman's face consistently recognizable as the same person across different camera views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737050"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the man’s light-colored robe with gold embroidery remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737094"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is the woman’s golden headpiece visible in all segments where her head is shown?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737102"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Is the woman’s golden headpiece present in every segment where her head is visible?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737132"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "Which element is critical for accessory permanence?",
+          "options": [
+            "A. The candle flame",
+            "B. The headpiece’s golden decoration",
+            "C. The wooden lattice",
+            "D. The camera path"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737145"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the headpiece reflect light consistently across all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737158"
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Are the gold embroidery details visible in both close-up and wide shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737165"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Do the intricate patterns on the woman’s robe remain clear when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737171"
+        },
+        {
+          "question_id": "14",
+          "type": "binary",
+          "question": "Is the texture of the wooden lattice windows preserved throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737189"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation around the couple?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737197"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Is the initial view of the couple replicated at the end of the sequence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737203"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Does the final shot match the opening shot in terms of framing and composition?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737220"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are the wooden lattice windows visible in both the beginning and end of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737227"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the background remain consistent when the camera returns to earlier views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737233"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Is the candlelight pattern consistent across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737250"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the camera zoom out in the final segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737257"
+        },
+        {
+          "question_id": "22",
+          "type": "binary",
+          "question": "Are the proportions of the couple and room consistent when zoomed out?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737263"
+        },
+        {
+          "question_id": "23",
+          "type": "multiple_choice",
+          "question": "Which issue indicates a failure in zoom & scale memory?",
+          "options": [
+            "A. Objects appearing smaller than expected",
+            "B. The couple moving closer together",
+            "C. The candles flickering",
+            "D. The camera panning"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737275"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_624afc154dfb1dd55409d8cec4cc3435f0a00bacb0dfd05fe151dac12b936f66"
+  },
+  {
+    "task_id": "mem_openhumanvid_852002d435de2eb08124f2db92b982743836a02733476284f3befcc4563f1a6c",
+    "instance_id": "mem_openhumanvid_852002d435de2eb08124f2db92b982743836a02733476284f3befcc4563f1a6c",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_852002d435de2eb08124f2db92b982743836a02733476284f3befcc4563f1a6c.mp4",
+      "total_frames": 498,
+      "fps": 25.0,
+      "duration_sec": 19.92,
+      "reference_image_path": "inference_img/mem_openhumanvid_852002d435de2eb08124f2db92b982743836a02733476284f3befcc4563f1a6c_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens in a workshop or office setting where a man with short black hair, wearing glasses with dark frames, a light blue short-sleeved button-up shirt, and black trousers stands near a desk covered with blueprints, a triangular ruler, and a green desk lamp. He appears to be observing the room before turning his body and walking across the space. As he moves, the camera follows him, revealing more of the room, which includes other individuals seated at wooden desks working on blueprints. The walls are adorned with large charts, diagrams, and Chinese calligraphy posters. The lighting is natural, coming from windows on the right side of the room, casting soft shadows."
+        ],
+        "level_2": [
+          "The video begins with the man standing near a cluttered desk filled with blueprints, a triangular ruler, and a green desk lamp. He is wearing a light blue short-sleeved shirt, black trousers, and glasses. He looks around the room, then turns and starts walking away from the desk. As he moves, the camera pans to follow him, showing more of the workshop environment. Other individuals are seated at wooden desks, focused on their work. The background features large charts and Chinese calligraphy posters on the walls.",
+          "Continuing from the previous scene, the man walks further into the room, passing by other workers who are seated at wooden desks, diligently working on blueprints under the light from large windows. The camera follows his movement, maintaining focus on him as he moves through the space. The room is well-lit, with natural light streaming in, highlighting the details of the workspace and the concentration of the workers.",
+          "Finally, the man continues walking towards the front of the room, where more individuals are seated at desks, working on blueprints. The camera captures his steady pace as he moves through the room, with the background remaining consistent, featuring wooden desks, large windows, and various charts and posters on the walls. Another man in a dark shirt briefly enters the frame, leaning over a desk to assist one of the workers."
+        ],
+        "level_3": [
+          "The video opens with a medium shot of the man standing near a desk filled with blueprints, a triangular ruler, and a green desk lamp. He is wearing a light blue short-sleeved shirt, black trousers, and glasses. He looks around the room, seemingly assessing the situation, before turning and beginning to walk away from the desk.",
+          "As the man walks away from the initial desk, the camera pans to follow his movement. He passes by other individuals seated at wooden desks, who are focused on their work. The room is decorated with large charts and Chinese calligraphy posters on the walls, and the natural light from the windows illuminates the space.",
+          "The man continues walking deeper into the room, moving past more workers who are seated at desks, engrossed in their tasks. The camera maintains a steady follow shot, capturing his progression through the workspace. The background remains consistent, with wooden desks, large windows, and various charts and posters visible.",
+          "The man approaches the front of the room, where additional workers are seated at desks, working on blueprints. The camera continues to follow him, keeping him centered in the frame. The natural light from the windows highlights the details of the workspace and the concentration of the workers.",
+          "Finally, the man reaches the front of the room, continuing his walk past more individuals who are seated at desks. Another man in a dark shirt briefly enters the frame, leaning over a desk to assist one of the workers. The camera captures this interaction as the man in the light blue shirt continues his steady pace through the room."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Is the man wearing glasses with dark frames throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What object is visible on the desk in front of the man at the beginning of the video?",
+          "options": [
+            "A. A green lamp",
+            "B. A triangular ruler",
+            "C. A cup of paintbrushes",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the man's facial expression remain neutral throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the camera move back along the same path after following the man?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:55:36.734481"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are background elements like charts and posters visible at multiple points in the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:55:36.734487"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_852002d435de2eb08124f2db92b982743836a02733476284f3befcc4563f1a6c"
+  },
+  {
+    "task_id": "mem_openhumanvid_e5642679730817cfe6c3e15a3c61975ccfa96da65b26bbdef38218edf68b504d",
+    "instance_id": "mem_openhumanvid_e5642679730817cfe6c3e15a3c61975ccfa96da65b26bbdef38218edf68b504d",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_e5642679730817cfe6c3e15a3c61975ccfa96da65b26bbdef38218edf68b504d.mp4",
+      "total_frames": 420,
+      "fps": 23.98,
+      "duration_sec": 17.52,
+      "reference_image_path": "inference_img/mem_openhumanvid_e5642679730817cfe6c3e15a3c61975ccfa96da65b26bbdef38218edf68b504d_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens with two men standing at the back of a silver pickup truck in an outdoor setting surrounded by green trees. The man on the left, with dark hair and a short beard, is wearing a light gray and dark gray horizontally striped polo shirt, dark pants, and a black belt. The man on the right, who has white/gray hair, is dressed in a blue and white checkered long-sleeve shirt, blue jeans, and a brown belt, and he is holding a pink object in his left hand. They turn to face each other, exchange a few words, and then shake hands. Following the handshake, they share a warm embrace before stepping back slightly, maintaining their positions near the truck. The camera remains steady throughout, focusing on their interaction."
+        ],
+        "level_2": [
+          "The video begins with two men standing at the back of a silver pickup truck, surrounded by lush green trees. The man on the left, with dark hair and a short beard, wears a light gray and dark gray striped polo shirt, dark pants, and a black belt. The man on the right, with white/gray hair, is dressed in a blue and white checkered long-sleeve shirt, blue jeans, and a brown belt, and holds a pink object in his left hand. They turn to face each other, engaging in a brief conversation while standing near the truck bed. The scene transitions as they shake hands, followed by a heartfelt embrace, showing a moment of camaraderie or reconciliation.",
+          "Continuing from the previous scene, the two men remain near the back of the silver pickup truck, still surrounded by greenery. After shaking hands, they share a warm embrace, indicating a strong bond or mutual respect. The man on the right, holding the pink object, leans into the hug, while the man on the left reciprocates the gesture. As they separate slightly, they maintain eye contact, suggesting a meaningful connection. The background remains consistent, with the truck and trees framing their interaction.",
+          "Finally, the two men step back from their embrace, still standing near the rear of the silver pickup truck. The man on the left, with dark hair and a striped polo shirt, turns slightly toward the camera, while the man on the right, in the checkered shirt, holds onto the pink object. They appear to be concluding their interaction, possibly exchanging a few more words or nods. The camera remains focused on them, capturing the emotional weight of their farewell as they stand apart but still connected by the shared moment."
+        ],
+        "level_3": [
+          "The video opens with two men positioned at the back of a silver pickup truck, set against a backdrop of green trees. The man on the left, sporting dark hair and a short beard, is dressed in a light gray and dark gray horizontally striped polo shirt, dark pants, and a black belt. The man on the right, with white/gray hair, wears a blue and white checkered long-sleeve shirt, blue jeans, and a brown belt, and holds a pink object in his left hand. Both men are initially facing away from the camera, then turn to face each other, beginning a conversation.",
+          "As the scene progresses, the two men continue their interaction near the truck. The man on the left places his hand on his hip while listening to the other man speak. The man on the right gestures slightly with his free hand, emphasizing his words. Their body language suggests a friendly and relaxed exchange, with both men smiling and nodding occasionally.",
+          "The interaction evolves as the two men shake hands, symbolizing agreement or friendship. Following the handshake, they share a warm embrace, indicating a deeper emotional connection. The man on the right, still holding the pink object, leans into the hug, while the man on the left reciprocates the gesture, showing mutual respect and affection.",
+          "After the embrace, the two men step back slightly, maintaining their positions near the truck. The man on the left turns slightly toward the camera, while the man on the right continues to hold the pink object. They appear to be concluding their interaction, possibly exchanging a few more words or nods, signifying the end of their meeting.",
+          "Finally, the two men stand apart but still connected by the shared moment. The man on the left looks at the camera briefly, while the man on the right maintains his stance near the truck. The background remains consistent, with the silver pickup truck and green trees framing their interaction, capturing the emotional weight of their farewell."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Is the pink object still visible in Man 2's hand after the embrace?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of pants is Man 1 wearing?",
+          "options": [
+            "A. Khakis",
+            "B. Black jeans",
+            "C. Dark dress pants",
+            "D. Cargo shorts"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does Man 2's white/gray hair appear unchanged after the physical interaction?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the man on the right continue to hold the pink object throughout the entire interaction?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393109"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What happens to the pink object during the handshake and embrace?",
+          "options": [
+            "A. It is dropped",
+            "B. It is passed to the other man",
+            "C. It remains in the left hand of the man on the right",
+            "D. It disappears"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393159"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Is the pink object visible in both Segment 1 and Segment 5?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393172"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the pink object's role in the scene?",
+          "options": [
+            "A. A prop that changes color",
+            "B. An accessory that is forgotten",
+            "C. A consistent item held throughout",
+            "D. A symbolic item that is discarded"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393180"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the pink object maintain its identity when the man on the right leans into the hug?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393187"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Are the horizontal stripes on the man’s polo shirt clearly visible in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393202"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Do the two men maintain distinct identities throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393237"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the man on the right retain his white/gray hair in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393249"
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Is there any indication that the two men switch positions during the interaction?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393261"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the man on the left wear the same striped polo shirt in every segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393268"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "What happens to the man on the right’s blue jeans during the embrace?",
+          "options": [
+            "A. They become darker",
+            "B. They remain unchanged",
+            "C. They are replaced with shorts",
+            "D. They disappear"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393274"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Is the black belt worn by the man on the left still visible after the handshake?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393281"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Does the man on the right keep the pink object throughout the entire interaction?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393302"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "What happens to the pink object during the embrace?",
+          "options": [
+            "A. It is dropped",
+            "B. It is hidden behind the back",
+            "C. It remains in the left hand",
+            "D. It is handed over"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393308"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Is the pink object described as being moved or altered during the handshake?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393314"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "Which accessory must remain unchanged to maintain consistency?",
+          "options": [
+            "A. The man’s belt",
+            "B. The pink object",
+            "C. The truck’s wheels",
+            "D. The tree leaves"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393320"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Does the background of green trees remain consistent across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393335"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Is the silver pickup truck visible in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393347"
+        },
+        {
+          "question_id": "22",
+          "type": "binary",
+          "question": "Does the background shift or distort when the men step back?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393359"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the prompt mention any zoom or scale change in the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393366"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "Which aspect of camera motion is relevant for memory consistency?",
+          "options": [
+            "A. Vertical tilt",
+            "B. Horizontal pan",
+            "C. Zoom & scale",
+            "D. Mirror reflection"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393384"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Must the camera return to the initial scale after any zoom?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393390"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_e5642679730817cfe6c3e15a3c61975ccfa96da65b26bbdef38218edf68b504d"
+  },
+  {
+    "task_id": "mem_openhumanvid_04d78dbd04b80da31ab5534936f52686a7ffa2af9997c7999496ef4aae1dbf41",
+    "instance_id": "mem_openhumanvid_04d78dbd04b80da31ab5534936f52686a7ffa2af9997c7999496ef4aae1dbf41",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_04d78dbd04b80da31ab5534936f52686a7ffa2af9997c7999496ef4aae1dbf41.mp4",
+      "total_frames": 437,
+      "fps": 25.0,
+      "duration_sec": 17.48,
+      "reference_image_path": "inference_img/mem_openhumanvid_04d78dbd04b80da31ab5534936f52686a7ffa2af9997c7999496ef4aae1dbf41_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A man and a woman walk down a narrow, overgrown alleyway with rough stone walls. The man, wearing a white and pink jacket, black pants, glasses, and a black backpack, leads the way while the woman, dressed in a black leather jacket over a blue top, black pants, and with her hair in a ponytail, follows closely behind. As they move forward, the man turns around to face the woman, and they engage in a conversation, both looking at each other attentively. The alley is dimly lit, with sunlight filtering through the foliage above, casting dappled shadows on the ground."
+        ],
+        "level_2": [
+          "The video begins with a man and a woman walking down a narrow, overgrown alleyway. The man, wearing a white and pink jacket, black pants, glasses, and a black backpack, walks ahead while the woman, dressed in a black leather jacket over a blue top, black pants, and with her hair in a ponytail, follows behind. The alley is flanked by rough stone walls with vines and plants growing along them, and sunlight filters through the foliage above. As they continue walking, the man turns around to face the woman, and they begin to converse, both looking at each other.",
+          "Continuing from the previous scene, the man and woman are now standing in the alleyway, facing each other. The man, still wearing his white and pink jacket, black pants, glasses, and backpack, gestures slightly as he speaks. The woman, in her black leather jacket, blue top, and black pants, listens attentively, occasionally nodding. The background remains consistent, with the rough stone walls and overgrown vegetation framing the scene. The lighting continues to be dim, with dappled sunlight illuminating parts of the alley.",
+          "Finally, the man and woman remain engaged in their conversation in the alleyway. The man, with his white and pink jacket, black pants, glasses, and backpack, continues to speak, his expression serious. The woman, in her black leather jacket, blue top, and black pants, responds, her posture relaxed but attentive. The rough stone walls and overgrown vegetation are still visible in the background, and the dappled sunlight continues to filter through the foliage above, maintaining the atmospheric setting of the scene."
+        ],
+        "level_3": [
+          "The video opens with a man and a woman walking down a narrow, overgrown alleyway. The man, wearing a white and pink jacket, black pants, glasses, and a black backpack, leads the way, while the woman, dressed in a black leather jacket over a blue top, black pants, and with her hair in a ponytail, follows closely behind. The alley is flanked by rough stone walls with vines and plants growing along them, and sunlight filters through the foliage above, casting dappled shadows on the ground.",
+          "As they continue walking, the man turns around to face the woman, who has stopped beside him. Both individuals are now standing in the alleyway, facing each other. The man, still wearing his white and pink jacket, black pants, glasses, and backpack, begins to speak, gesturing slightly with his hands. The woman, in her black leather jacket, blue top, and black pants, listens attentively, her posture relaxed but focused.",
+          "The conversation between the man and woman continues as they stand in the alleyway. The man, with his white and pink jacket, black pants, glasses, and backpack, maintains eye contact with the woman, his expression serious as he speaks. The woman, in her black leather jacket, blue top, and black pants, nods occasionally, indicating her engagement in the conversation. The rough stone walls and overgrown vegetation remain prominent in the background, with dappled sunlight continuing to illuminate the scene.",
+          "The man and woman remain in the same position, deeply engrossed in their conversation. The man, still wearing his white and pink jacket, black pants, glasses, and backpack, continues to speak, his tone suggesting a serious discussion. The woman, in her black leather jacket, blue top, and black pants, responds, her body language indicating attentiveness and interest. The alleyway's rough stone walls and overgrown vegetation provide a consistent backdrop, with sunlight filtering through the foliage above.",
+          "In the final moments of the video, the man and woman are still standing in the alleyway, engaged in their conversation. The man, with his white and pink jacket, black pants, glasses, and backpack, appears to be concluding his point, while the woman, in her black leather jacket, blue top, and black pants, listens intently. The rough stone walls and overgrown vegetation remain unchanged, and the dappled sunlight continues to cast shadows on the ground, maintaining the atmospheric setting of the scene."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When the man turns back to face the woman after walking away, does he still have glasses on?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main part of the man's jacket?",
+          "options": [
+            "A. Pink",
+            "B. White",
+            "C. Black",
+            "D. Blue"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the man's jacket maintain the same color pattern (white with pink accents) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the woman's identity consistent across all five segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461503"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are both characters consistently present from Segment 1 to Segment 5?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461518"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "What is the primary risk for identity persistence in this video?",
+          "options": [
+            "A. Character fusion due to similar clothing",
+            "B. Loss of identity during conversation transitions",
+            "C. Introduction of a third character",
+            "D. Sudden disappearance of one character"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461525"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the man’s white and pink jacket remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461536"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the woman’s hair remain in a ponytail in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461553"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What is the most likely inconsistency risk regarding apparel?",
+          "options": [
+            "A. The man loses his backpack",
+            "B. The woman changes her top color",
+            "C. The man’s jacket becomes gray",
+            "D. The woman’s pants turn white"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461559"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the man’s black backpack remain visible in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461567"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Are the man’s glasses present in every segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461574"
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Does the alleyway maintain its narrow, overgrown appearance throughout?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461601"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the background remain unchanged from Segment 1 to Segment 5?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461636"
+        },
+        {
+          "question_id": "14",
+          "type": "binary",
+          "question": "Are the stone walls and vines present in every segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461642"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Is the dappled sunlight consistently described in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461655"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Do the characters ever block the view of the background?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461669"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Must the stone walls look the same after being occluded?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461686"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "Which scenario would violate occlusion reveal memory?",
+          "options": [
+            "A. Wall texture changes upon re-emergence",
+            "B. Vegetation grows more dense",
+            "C. Sunlight pattern shifts",
+            "D. All of the above"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461692"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_04d78dbd04b80da31ab5534936f52686a7ffa2af9997c7999496ef4aae1dbf41"
+  },
+  {
+    "task_id": "mem_openhumanvid_6b9b1a8e216fab48de8cd19e4dc64623938d6ba960de15aa358d749b58cf4ad1",
+    "instance_id": "mem_openhumanvid_6b9b1a8e216fab48de8cd19e4dc64623938d6ba960de15aa358d749b58cf4ad1",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_6b9b1a8e216fab48de8cd19e4dc64623938d6ba960de15aa358d749b58cf4ad1.mp4",
+      "total_frames": 501,
+      "fps": 25.0,
+      "duration_sec": 20.04,
+      "reference_image_path": "inference_img/mem_openhumanvid_6b9b1a8e216fab48de8cd19e4dc64623938d6ba960de15aa358d749b58cf4ad1_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In a dimly lit, vintage-style room adorned with framed artwork and traditional decor, a woman with dark brown hair pulled back sits at a wooden table across from a man. The woman wears a white short-sleeved blouse with small black dot patterns and blue patterned long sleeves underneath, accessorized with a watch on her left wrist. She speaks earnestly, gesturing with her hands as she engages in a conversation with the man, who listens intently while resting his arms on the table. A white teapot sits between them, and the background features a bed with floral bedding, a side table with a lamp, and shelves displaying various household items. The camera slowly pulls back to reveal more of the room's ambiance."
+        ],
+        "level_2": [
+          "The video opens with a close-up of the woman, highlighting her dark brown hair pulled back and her white blouse with black dot patterns and blue patterned sleeves. She begins speaking, her expression serious, as the man opposite her listens attentively. The camera gradually zooms out, revealing the man wearing a light-colored shirt, seated with his arms crossed on the wooden table. The setting is a cozy, vintage room with floral wallpaper, framed pictures, and a bed in the background. As the conversation continues, the woman gestures with her hands while the man maintains eye contact, occasionally responding.",
+          "The scene transitions to a medium shot of both individuals seated at the wooden table. The woman, still wearing her distinctive blouse and watch, continues to speak animatedly, using hand gestures for emphasis. The man, dressed in a light-colored shirt, listens closely, his posture relaxed but attentive. The background remains consistent, showcasing the room's vintage charm with its floral bedding, side table lamp, and shelves filled with decorative items. The camera angle shifts slightly to capture their interaction more fully.",
+          "In the final segment, the woman picks up a glass of water and takes a sip while continuing the conversation. The man responds, his expression reflecting engagement in the dialogue. The camera focuses on their faces, capturing the nuances of their interaction. The room's details, including the white teapot on the table and the framed artwork on the walls, remain visible, maintaining the spatial consistency of the setting."
+        ],
+        "level_3": [
+          "The video begins with a close-up of the woman, her dark brown hair neatly pulled back and her white blouse with black dot patterns and blue patterned sleeves clearly visible. She appears to be speaking, her expression conveying a sense of earnestness. The man, partially visible on the left, is seated across from her, listening intently. The background hints at a vintage room with dark curtains and a shelf holding various items.",
+          "As the camera slowly zooms out, the full view of the man becomes apparent. He is wearing a light-colored shirt and has his arms crossed on the wooden table. The woman continues to speak, gesturing with her hands to emphasize her points. The room's details become more evident, including a bed with floral bedding, a side table with a lamp, and shelves displaying decorative objects. The interaction between the two remains the focal point, with the woman leading the conversation.",
+          "The camera angle shifts slightly, providing a clearer view of the woman's face and upper body. She continues to engage in the conversation, her expressions and gestures indicating her involvement. The man listens attentively, occasionally nodding or responding. The background remains consistent, with the floral wallpaper, framed pictures, and vintage decor contributing to the room's ambiance.",
+          "The woman picks up a glass of water from the table and takes a sip, her actions adding a natural rhythm to the conversation. The man responds, his expression reflecting his engagement in the dialogue. The camera captures their interaction from a slightly different angle, emphasizing their facial expressions and the dynamics of their conversation. The room's details, including the white teapot on the table and the framed artwork on the walls, remain visible.",
+          "Finally, the woman places the glass back on the table, her hands clasped together as she continues to speak. The man listens, his posture relaxed but attentive. The camera maintains a steady focus on their interaction, capturing the nuances of their conversation. The room's vintage charm, with its floral bedding, side table lamp, and shelves filled with decorative items, provides a consistent backdrop throughout the scene."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's blouse maintain its white color with black dot patterns throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What accessory is visible on the woman's left wrist?",
+          "options": [
+            "A. A ring",
+            "B. A bracelet",
+            "C. A watch",
+            "D. A necklace"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the woman wear a white blouse with black dots throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124734"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Are the blue patterned sleeves visible in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124782"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "Which garment is worn underneath the white blouse?",
+          "options": [
+            "A. A plain blue shirt",
+            "B. Blue patterned long sleeves",
+            "C. A gray sweater",
+            "D. A red scarf"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124789"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the woman’s clothing change during the conversation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124796"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the woman wear a watch on her left wrist?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124807"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "On which wrist does the woman wear her watch?",
+          "options": [
+            "A. Right wrist",
+            "B. Left wrist",
+            "C. Both wrists",
+            "D. Neither wrist"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124814"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Is the watch visible in Segment 4?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124820"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the watch appear in every segment where the woman’s hand is visible?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124833"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Is there a white teapot on the table?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124841"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "What object is placed between the woman and the man at the beginning?",
+          "options": [
+            "A. A book",
+            "B. A white teapot",
+            "C. A vase",
+            "D. A cup of coffee"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124848"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the teapot remain on the table throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124854"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "When is the teapot first mentioned?",
+          "options": [
+            "A. Segment 1",
+            "B. Segment 2",
+            "C. In the Level 1 prompt",
+            "D. Segment 4"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124861"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Is the teapot visible in Segment 5?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124866"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "Which of the following textures must be preserved across camera angles?",
+          "options": [
+            "A. The floral bedding",
+            "B. The wooden table",
+            "C. The lampshade",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124892"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Does the camera zoom out in Segment 1?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124906"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "What happens to the camera in Segment 1?",
+          "options": [
+            "A. It pans left",
+            "B. It zooms out",
+            "C. It tilts upward",
+            "D. It rotates 360 degrees"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124912"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Is the camera movement consistent with a gradual zoom?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124918"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "Which segment shows the most significant camera movement?",
+          "options": [
+            "A. Segment 1",
+            "B. Segment 2",
+            "C. Segment 3",
+            "D. Segment 4"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124924"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the camera return to a similar scale after zooming out?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124930"
+        },
+        {
+          "question_id": "22",
+          "type": "binary",
+          "question": "Does the background include a bed with floral bedding?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124939"
+        },
+        {
+          "question_id": "23",
+          "type": "multiple_choice",
+          "question": "Which background element appears in all segments?",
+          "options": [
+            "A. A painting",
+            "B. A lamp",
+            "C. Floral bedding",
+            "D. A mirror"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124944"
+        },
+        {
+          "question_id": "24",
+          "type": "binary",
+          "question": "Is the side table with a lamp visible in Segment 4?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124950"
+        },
+        {
+          "question_id": "25",
+          "type": "multiple_choice",
+          "question": "What happens to the background when the camera shifts?",
+          "options": [
+            "A. It changes randomly",
+            "B. It remains consistent",
+            "C. It fades out",
+            "D. It reflects the characters"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124957"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the floral wallpaper remain visible in all wide shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124963"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "What happens to the man’s visibility in Segment 2?",
+          "options": [
+            "A. He disappears",
+            "B. He becomes fully visible",
+            "C. He turns away",
+            "D. He stands up"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124977"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Are background items like the shelves revealed after being occluded?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124983"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "Which background element is revealed as the camera zooms out?",
+          "options": [
+            "A. The bed",
+            "B. The lamp",
+            "C. The shelves",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124989"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Does the room’s layout remain unchanged when occluded areas are revealed?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124995"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_6b9b1a8e216fab48de8cd19e4dc64623938d6ba960de15aa358d749b58cf4ad1"
+  },
+  {
+    "task_id": "mem_openhumanvid_d7ec31e6ab235b2d6efcc5342395ff3195a4a0e059021112a46d19491ef0e529",
+    "instance_id": "mem_openhumanvid_d7ec31e6ab235b2d6efcc5342395ff3195a4a0e059021112a46d19491ef0e529",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_d7ec31e6ab235b2d6efcc5342395ff3195a4a0e059021112a46d19491ef0e529.mp4",
+      "total_frames": 412,
+      "fps": 25.0,
+      "duration_sec": 16.48,
+      "reference_image_path": "inference_img/mem_openhumanvid_d7ec31e6ab235b2d6efcc5342395ff3195a4a0e059021112a46d19491ef0e529_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In a dimly lit office environment with a cool blue tone, a woman with short brown hair and a man in a black jacket stand facing each other. The woman is dressed in a formal black suit with a white shirt, while the man wears a dark jacket over a collared shirt, both with lanyards around their necks. They appear to be engaged in a serious conversation, with subtle shifts in their facial expressions and body language. As the scene progresses, the man reaches into his pocket and pulls out a disposable coffee cup, which he holds while continuing the discussion."
+        ],
+        "level_2": [
+          "The scene opens with the woman and man standing close to each other in a modern office setting. The woman, with her short brown hair neatly styled, maintains a composed demeanor, occasionally turning her head slightly as she speaks. The man, with his short dark hair and serious expression, listens intently, his posture steady. In the background, a screen displays a logo, adding to the professional atmosphere. The lighting remains consistent, casting soft shadows on their faces.",
+          "As the conversation continues, the woman's expression becomes more animated, suggesting she is making an important point. The man nods subtly, indicating his engagement in the dialogue. The camera remains focused on their upper bodies, capturing the nuances of their interaction. The office environment remains unchanged, with the blue-toned lighting enhancing the sense of formality.",
+          "The man reaches into his jacket pocket and retrieves a disposable coffee cup, holding it in his hand. He brings it up slightly, perhaps to emphasize a point or take a sip. The woman watches him briefly before returning her gaze to his face, her expression thoughtful. The overall mood remains serious, with the addition of the coffee cup introducing a small element of casualness to the otherwise formal setting."
+        ],
+        "level_3": [
+          "The video begins with the woman and man standing in a dimly lit office, both dressed in formal attire. The woman, with her short brown hair, is wearing a black suit and white shirt, while the man is in a black jacket over a collared shirt. They are positioned close to each other, facing one another, with the woman slightly turned towards the man. The background features a screen displaying a logo, and the cool blue lighting sets a professional tone. Their body language suggests they are engaged in a serious conversation.",
+          "As the conversation progresses, the woman's facial expressions become more animated, indicating she is actively speaking. She turns her head slightly, emphasizing her points, while the man listens attentively, nodding occasionally. The camera remains steady, focusing on their upper bodies and capturing the subtle shifts in their expressions. The office environment remains consistent, with the blue lighting and background screen providing a stable backdrop.",
+          "The man reaches into his jacket pocket and pulls out a disposable coffee cup, holding it in his hand. He brings it up slightly, possibly to make a point or take a sip. The woman observes him for a moment before refocusing on his face, her expression thoughtful. The overall atmosphere remains serious, but the introduction of the coffee cup adds a touch of casualness to the scene. The camera angle stays the same, maintaining the focus on their interaction.",
+          "The man continues to hold the coffee cup, occasionally shifting his grip as he speaks. The woman listens intently, her head slightly tilted, indicating her engagement in the conversation. The background remains unchanged, with the blue-toned lighting and the screen displaying the logo. The camera captures the subtle movements of their hands and faces, emphasizing the ongoing dialogue.",
+          "In the final moments, the man takes a sip from the coffee cup, his expression remaining serious. The woman nods slightly, acknowledging his words. The scene concludes with both individuals still engaged in their conversation, the office environment and lighting providing a consistent and professional setting. The camera remains focused on their upper bodies, capturing the final exchanges of their dialogue."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's facial appearance remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the man's hairstyle consistent across all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Do both individuals maintain the same body posture throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Are there any noticeable changes in the woman's facial expression that suggest a change in identity?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's clothing appear consistent in terms of color and style?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "openhumanvid_full_regen",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_d7ec31e6ab235b2d6efcc5342395ff3195a4a0e059021112a46d19491ef0e529"
+  },
+  {
+    "task_id": "mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1",
+    "instance_id": "mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1.mp4",
+      "total_frames": 510,
+      "fps": 29.97,
+      "duration_sec": 17.02,
+      "reference_image_path": "inference_img/mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video features a close-up shot of a woman with shoulder-length wavy brown hair and light-colored eyes (possibly green or hazel). She is wearing subtle natural makeup with a hint of eye shadow and a light-colored top, possibly white or off-white. Her expression transitions from a gentle smile to a more thoughtful look as she appears to be speaking or reacting to something. The background is softly lit and neutral, with a warm, dim ambiance that keeps the focus on her face. There are no accessories visible, and the camera remains steady throughout, maintaining a tight framing on her upper face and shoulders."
+        ],
+        "level_2": [
+          "The video opens with a close-up of the woman, highlighting her shoulder-length wavy brown hair and light-colored eyes. She begins with a soft, genuine smile, looking slightly upward as if engaged in a pleasant conversation. As the scene progresses, her expression shifts subtly, becoming more contemplative and focused, suggesting she is listening or thinking deeply. The lighting remains warm and consistent, casting a gentle glow on her face, while the background stays out of focus, ensuring all attention is on her facial expressions and subtle movements.",
+          "Continuing from the previous scene, the woman maintains her thoughtful demeanor. Her eyes remain expressive, shifting slightly as if processing information or responding to an unseen interlocutor. Her mouth moves gently, indicating she is speaking softly or articulating her thoughts. The warm, dim lighting continues to highlight her features, and the background remains unchanged, preserving the intimate and focused atmosphere of the shot.",
+          "In the final portion of the video, the woman's expression softens again into a gentle smile, mirroring her initial reaction. Her eyes convey a sense of warmth and connection, suggesting a positive or reflective conclusion to her interaction. The camera remains fixed, capturing the continuity of her appearance and the consistency of the lighting and background, reinforcing the emotional arc of the scene."
+        ],
+        "level_3": [
+          "The video begins with a close-up of the woman, showcasing her shoulder-length wavy brown hair and light-colored eyes. She starts with a warm, inviting smile, looking slightly upward as if engaged in a pleasant conversation. The soft, warm lighting highlights her natural makeup and the subtle texture of her hair, while the neutral background ensures the focus remains on her face.",
+          "As the scene progresses, the woman's expression shifts to a more contemplative look. Her eyes narrow slightly, and her lips move gently, indicating she is listening intently or reflecting on what is being said. The warm lighting continues to cast a soft glow on her face, emphasizing the subtle changes in her expression.",
+          "Her thoughtful demeanor persists as her eyes shift slightly, conveying a sense of engagement and attentiveness. The lighting remains consistent, maintaining the intimate and focused atmosphere of the shot. The background stays out of focus, ensuring all attention is on her facial expressions and subtle movements.",
+          "The woman's expression softens once more, transitioning into a gentle smile. Her eyes convey warmth and connection, suggesting a positive or reflective conclusion to her interaction. The camera remains steady, capturing the continuity of her appearance and the consistent lighting and background.",
+          "Finally, the woman maintains her gentle smile, her eyes reflecting a sense of contentment and satisfaction. The warm, dim lighting continues to highlight her features, and the background remains unchanged, preserving the intimate and focused atmosphere of the entire video."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hair appear consistently styled throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the woman's eyes?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. Brown",
+            "D. Hazel"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is there any noticeable change in the woman's facial expression from smiling to neutral across the frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary lighting condition affecting the woman's face?",
+          "options": [
+            "A. Direct frontal light",
+            "B. Soft side light from the right",
+            "C. Harsh overhead light",
+            "D. Dim and shadowy"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman maintain consistent eye contact with the camera throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the woman’s facial identity remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:28.113155"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Is the woman wearing the same light-colored top throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:28.113202"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What type of clothing is the woman wearing, and does it change?",
+          "options": [
+            "A. A dark top that changes color in later segments",
+            "B. A light-colored top that remains unchanged",
+            "C. No clothing visible",
+            "D. A patterned top introduced in Segment 3"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:28.113209"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Are any accessories visible on the woman at any point in the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:28.113217"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the background remain consistent across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:28.113233"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the mirror reflection show the woman's shoulder-length wavy brown hair and light-colored eyes when she is facing the mirror?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt describes the woman’s appearance in detail, including her hair and eye color. If a mirror is present, it should reflect these features accurately.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:01.630985"
+          }
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "If a mirror is visible in the scene, what should be reflected in it during Segment 1?",
+          "options": [
+            "A. The woman's back and the neutral background",
+            "B. The woman's face with a gentle smile and warm lighting",
+            "C. A blurred image of the camera operator",
+            "D. A completely dark reflection"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "In Segment 1, the woman is shown with a soft smile and warm lighting. A mirror would reflect her facial expression and the lighting conditions as described.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:01.631045"
+          }
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the reflection in the mirror include the subtle natural makeup and light-colored top worn by the woman?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt specifies the woman’s makeup and clothing. A mirror should reflect these details consistently with the actual environment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:01.631055"
+          }
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "When the woman turns slightly to the side in Segment 2, what should the mirror reflect?",
+          "options": [
+            "A. Her profile view with the same warm lighting",
+            "B. Only her hair and no facial features",
+            "C. The entire room behind her",
+            "D. A distorted version of her front-facing image"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "A mirror reflects the angle at which the subject is viewed. Turning to the side should result in a profile reflection consistent with the lighting and framing described.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:01.631063"
+          }
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Is the reflection in the mirror expected to show the same neutral, softly lit background as seen behind the woman?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The background is described as softly lit and neutral throughout. A mirror reflecting the scene should include this background, maintaining spatial consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:01.631069"
+          }
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "If the mirror appears in Segment 1 and then reappears in Segment 4, does it reflect the same facial expression (gentle smile) as in the beginning?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Segment 1 begins with a gentle smile, and Segment 4 returns to that expression. Temporal consistency requires the mirror to reflect the same emotional state when the scene repeats.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:01.631079"
+          }
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Does the mirror reflection update when the woman transitions from a thoughtful look to a gentle smile in Segment 4?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The transition in expression is explicitly described. The reflection must change accordingly to maintain temporal consistency across time segments.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:01.631099"
+          }
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "If the mirror is visible in both Segment 1 and Segment 5, how should its reflection compare?",
+          "options": [
+            "A. Both reflections show the same gentle smile",
+            "B. Segment 1 shows a smile, Segment 5 shows a more content expression",
+            "C. Segment 5 shows a darker reflection due to dimmer lighting",
+            "D. The reflection is absent in Segment 5"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Both Segment 1 and Segment 5 describe a gentle smile. If the mirror is present in both, the reflection should be consistent with the facial expression at each point in time.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:01.631106"
+          }
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "If the mirror reflects the woman’s face in Segment 2, and then the lighting subtly shifts in Segment 3, does the reflection also reflect this lighting change?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt mentions consistent warm lighting, but any subtle shift should be mirrored in the reflection to preserve temporal fidelity.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:01.631113"
+          }
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "If the camera were to pan slightly to the left, how should the mirror reflection change?",
+          "options": [
+            "A. It should show a wider view of the background",
+            "B. It should reflect the woman’s face from a new angle",
+            "C. It should remain unchanged",
+            "D. It should show the opposite side of the room"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Changing the camera viewpoint alters the angle of reflection. A mirror would show the woman’s face from a shifted perspective, consistent with the new camera position.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:01.631126"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1"
+  },
+  {
+    "task_id": "mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06",
+    "instance_id": "mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06.mp4",
+      "total_frames": 442,
+      "fps": 23.98,
+      "duration_sec": 18.44,
+      "reference_image_path": "inference_img/mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens with two astronauts in white, bulky space suits adorned with red and blue stripes on the arms, American flag patches on the right arm and left shoulder, and mission patches on the left chest area. They are floating outside a spacecraft against the backdrop of the blackness of space, dotted with stars. The astronauts, wearing clear helmet visors that reveal their faces and black gloves with textured grips, begin by maneuvering around the exterior of the spacecraft. As they move, the camera follows them closely, capturing their detailed suits and the intricate machinery of the spacecraft. The scene transitions to show Earth in the background, with its blue oceans and white clouds visible, as the astronauts continue their work on the spacecraft's exterior panels and equipment."
+        ],
+        "level_2": [
+          "The video begins with a close-up view of two astronauts in white space suits, featuring red and blue stripes on the arms, American flag patches on the right arm and left shoulder, and mission patches on the left chest area. They are seen floating in the vastness of space, with the dark expanse and stars surrounding them. The astronauts, wearing clear helmet visors and black gloves, start by moving along the exterior of a spacecraft, inspecting and handling various components. The camera smoothly follows their movements, maintaining focus on their detailed suits and the complex machinery they interact with. As they progress, the backdrop shifts to reveal the stunning view of Earth, with its blue oceans and white clouds, providing a dramatic contrast to the blackness of space.",
+          "Continuing from the previous scene, the astronauts are now shown working on specific sections of the spacecraft's exterior. The camera angle shifts slightly, offering a clearer view of the intricate details of the spacecraft's panels and equipment. The astronauts, still in their white suits with distinctive markings, are seen using tools and manipulating components, their movements precise and deliberate. The Earth remains visible in the background, its vibrant colors and cloud patterns adding depth to the scene. The camera maintains a steady follow, ensuring that the astronauts' actions and the spacecraft's features are captured in detail.",
+          "Finally, the video shows the astronauts continuing their tasks on the spacecraft's exterior, with the camera providing a dynamic perspective that highlights their interactions with the machinery. The astronauts, still wearing their white suits with red and blue stripes, American flag patches, and mission patches, are seen working in tandem, their movements synchronized. The Earth's blue oceans and white clouds remain a constant backdrop, emphasizing the vastness of space. The camera captures the astronauts from various angles, ensuring that their detailed suits and the spacecraft's complex structure are consistently visible, maintaining spatial and visual continuity throughout the sequence."
+        ],
+        "level_3": [
+          "The video opens with a close-up shot of two astronauts in white space suits, featuring red and blue stripes on the arms, American flag patches on the right arm and left shoulder, and mission patches on the left chest area. They are floating in the vastness of space, surrounded by the blackness of the cosmos and scattered stars. The astronauts, wearing clear helmet visors and black gloves, begin by moving along the exterior of a spacecraft, their movements deliberate and focused. The camera follows them closely, capturing the intricate details of their suits and the complex machinery they interact with.",
+          "As the astronauts continue their work, the camera angle shifts slightly, providing a clearer view of the spacecraft's exterior panels and equipment. The astronauts, still in their white suits with distinctive markings, are seen using tools and manipulating components, their actions precise and methodical. The Earth begins to come into view in the background, its blue oceans and white clouds adding a vibrant contrast to the dark expanse of space. The camera maintains a steady follow, ensuring that the astronauts' detailed suits and the spacecraft's features are captured in detail.",
+          "The astronauts then move to a different section of the spacecraft, where they continue their meticulous work on the exterior panels. The camera provides a dynamic perspective, highlighting their interactions with the machinery and the intricate details of the spacecraft's structure. The Earth remains visible in the background, its vibrant colors and cloud patterns adding depth to the scene. The astronauts, still wearing their white suits with red and blue stripes, American flag patches, and mission patches, are seen working in tandem, their movements synchronized and purposeful.",
+          "As the sequence progresses, the camera captures the astronauts from various angles, ensuring that their detailed suits and the spacecraft's complex structure are consistently visible. The Earth's blue oceans and white clouds remain a constant backdrop, emphasizing the vastness of space and the astronauts' isolation. The astronauts continue their tasks with precision, their movements deliberate and focused, as they navigate the intricate machinery of the spacecraft.",
+          "Finally, the video concludes with the astronauts still engaged in their work on the spacecraft's exterior. The camera provides a final, sweeping view of their detailed suits and the complex machinery they interact with, with the Earth's vibrant colors and cloud patterns serving as a stunning backdrop. The astronauts' movements are captured in detail, ensuring that their identity and spatial consistency are maintained throughout the sequence, leaving a lasting impression of their dedication and skill in the vast expanse of space."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the American flag patch on the astronaut's right arm remain visible and unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Do the life support packs on the astronauts' backs appear identical in design and size across all shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Do the astronauts' space suits maintain the same red and blue stripes on the arms throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:38.911589"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Where are the American flag patches located on the astronauts' suits?",
+          "options": [
+            "A. Right arm and left shoulder",
+            "B. Left arm and right shoulder",
+            "C. Both arms",
+            "D. Chest area"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:38.911626"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are the two astronauts distinguishable from each other throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:38.911638"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "What ensures the astronauts' identity persists across different camera angles?",
+          "options": [
+            "A. Their helmet visors reveal their faces",
+            "B. Their suits have identical designs",
+            "C. They wear masks",
+            "D. Only one astronaut is shown"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:38.911645"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the spacecraft's machinery retain its detailed texture when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:38.911653"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "Which aspect of the spacecraft must remain consistent during camera movement?",
+          "options": [
+            "A. Color of the stars",
+            "B. Texture of the panels",
+            "C. Shape of Earth",
+            "D. Size of the astronauts"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:38.911659"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does Earth remain consistently visible in the background across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:38.911668"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "What happens to Earth’s appearance when the camera returns to a prior view?",
+          "options": [
+            "A. It changes color",
+            "B. It remains the same",
+            "C. It disappears",
+            "D. It rotates unnaturally"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:38.911674"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06"
+  },
+  {
+    "task_id": "mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d",
+    "instance_id": "mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d.mp4",
+      "total_frames": 1109,
+      "fps": 60.0,
+      "duration_sec": 18.48,
+      "reference_image_path": "inference_img/mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video shows two middle-aged men walking side-by-side at night along a dimly lit path bordered by tall bamboo stalks on the left and a building with windows on the right. The man on the left wears a white collared shirt under a dark V-neck sweater vest and a dark overcoat, while the man on the right is dressed in a black leather jacket over a dark shirt. Both have short dark hair and no visible accessories. The man on the left briefly touches his face with his right hand as they walk. The camera follows them from behind and slightly to the side, maintaining a steady shot that captures their consistent posture and appearance throughout the sequence."
+        ],
+        "level_2": [
+          "The video begins with the two men walking side-by-side at night. The man on the left is wearing a white collared shirt, a dark V-neck sweater vest, and a dark overcoat, while the man on the right is dressed in a black leather jacket over a dark shirt. They are walking along a path with tall bamboo stalks on the left and a building with windows on the right. The lighting is dim, creating a moody atmosphere. As they walk, the man on the left briefly touches his face with his right hand. The camera follows them smoothly, keeping them centered in the frame.",
+          "Continuing from the previous scene, the two men maintain their pace and position as they walk along the same path. The man on the left, in his white collared shirt and dark overcoat, remains composed, while the man on the right, in his black leather jacket, stays in profile view. The background remains consistent with the bamboo stalks and the building's windows. The camera continues to follow them from behind and slightly to the side, ensuring a continuous and stable shot.",
+          "Finally, the two men continue their walk along the path. The man on the left, still in his white collared shirt and dark overcoat, and the man on the right, in his black leather jacket, remain side-by-side. The bamboo stalks and the building with windows provide a consistent backdrop. The camera maintains its following shot, capturing their steady movement and consistent appearance throughout the sequence."
+        ],
+        "level_3": [
+          "The video opens with the two men walking side-by-side at night. The man on the left, wearing a white collared shirt under a dark V-neck sweater vest and a dark overcoat, and the man on the right, dressed in a black leather jacket over a dark shirt, are seen walking along a path lined with tall bamboo stalks on the left and a building with windows on the right. The lighting is dim, creating a subdued atmosphere. The camera follows them from behind and slightly to the side, capturing their initial movement.",
+          "As they continue walking, the man on the left briefly touches his face with his right hand, adjusting his collar. The man on the right remains in profile view, maintaining his pace. The background of bamboo stalks and the building's windows remains consistent. The camera continues to follow them smoothly, keeping them centered in the frame.",
+          "The two men proceed along the path, their pace steady and their positions unchanged. The man on the left, in his white collared shirt and dark overcoat, and the man on the right, in his black leather jacket, continue to walk side-by-side. The bamboo stalks and the building with windows provide a consistent backdrop. The camera maintains its following shot, ensuring a continuous and stable view.",
+          "As they move further along the path, the man on the left adjusts his collar again, while the man on the right remains focused ahead. The background elements, including the bamboo stalks and the building's windows, remain unchanged. The camera continues to follow them from behind and slightly to the side, capturing their steady movement.",
+          "Finally, the two men continue their walk along the path, maintaining their pace and position. The man on the left, in his white collared shirt and dark overcoat, and the man on the right, in his black leather jacket, remain side-by-side. The bamboo stalks and the building with windows provide a consistent backdrop. The camera maintains its following shot, capturing their final moments of the sequence."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Do both men maintain the same facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Did Man 1 adjust his clothing by touching his face during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the man on the left adjust his collar more than once during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:53.961584"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Do both men have short dark hair and no visible accessories throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:53.961631"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are the bamboo stalks and building with windows present throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:53.961647"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "How is the camera positioned relative to the men?",
+          "options": [
+            "A. Directly in front",
+            "B. From behind and slightly to the side",
+            "C. Above them",
+            "D. To the left only"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:53.961665"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d"
+  },
+  {
+    "task_id": "mem_openhumanvid_ef35121e8c5639c183dfe54ae49a58ddf0d2f96fa015b354ba57352b531a1f6d",
+    "instance_id": "mem_openhumanvid_ef35121e8c5639c183dfe54ae49a58ddf0d2f96fa015b354ba57352b531a1f6d",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_ef35121e8c5639c183dfe54ae49a58ddf0d2f96fa015b354ba57352b531a1f6d.mp4",
+      "total_frames": 458,
+      "fps": 25.0,
+      "duration_sec": 18.32,
+      "reference_image_path": "inference_img/mem_openhumanvid_ef35121e8c5639c183dfe54ae49a58ddf0d2f96fa015b354ba57352b531a1f6d_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens on a bright, sunny day aboard a ship with a clear blue sky in the background. Two men stand side by side on the deck. On the left, a man with dark hair tied back by a white headband wears a black robe and a gray scarf around his neck. He remains relatively still, looking forward with a serious expression. To his right stands a much larger man with a distinctive purple mohawk hairstyle, painted face featuring red markings, and wearing a brown leather-like vest adorned with silver studs. This man makes various facial expressions, including slight head movements and hand gestures, while maintaining his position next to the first man. The camera remains steady, focusing on the two figures against the backdrop of the ship's sail and other crew members visible in the distance."
+        ],
+        "level_2": [
+          "The video begins with a wide shot of two men standing on a ship's deck under a clear blue sky. The man on the left has dark hair secured with a white headband and is dressed in a black robe with a gray scarf, standing calmly and looking ahead. Beside him, the man on the right is significantly larger, sporting a purple mohawk, red face paint, and a studded brown vest. He starts by making subtle facial expressions and slight head turns, occasionally gesturing with his hands. The background shows the ship's sail and other crew members, adding depth to the scene. The camera remains focused on the two main figures, capturing their contrasting appearances and the dynamic between them.",
+          "Continuing from the initial scene, the man on the right becomes more animated, displaying a range of facial expressions such as furrowed brows and raised eyebrows, accompanied by small hand movements. His body language suggests he is reacting to something off-screen. Meanwhile, the man on the left maintains his composed stance, his gaze fixed forward, seemingly unaffected by the other man's actions. The ship's sail and distant crew members remain visible, providing a consistent backdrop. The camera angle stays steady, emphasizing the contrast between the two men's demeanor.",
+          "In the final part of the video, the man on the right continues to express himself through varied facial movements and occasional hand gestures, his energy contrasting with the stillness of the man on the left. The man on the left remains largely unchanged, his posture and expression unwavering. The background elements, including the ship's sail and the crew, stay consistent, reinforcing the setting. The camera maintains its focus on the two men, ensuring their identities and spatial relationship are preserved throughout the clip."
+        ],
+        "level_3": [
+          "The video opens with a static shot of two men on a ship's deck under a bright blue sky. The man on the left, with dark hair tied by a white headband, wears a black robe and gray scarf, standing still with a serious expression. To his right, a larger man with a purple mohawk, red face paint, and a studded brown vest begins to make subtle facial expressions and slight head movements, hinting at an internal reaction or conversation.",
+          "As the scene progresses, the man on the right becomes more expressive, his face contorting into various emotions—furrowed brows, raised eyebrows, and slight smiles—as he gestures subtly with his hands. His body language suggests engagement with something unseen, possibly reacting to an event or dialogue. The man on the left remains completely still, his gaze fixed forward, creating a stark contrast in their demeanor.",
+          "The man on the right continues his animated display, now incorporating more pronounced hand gestures and head tilts, further emphasizing his dynamic presence. His facial expressions shift rapidly, conveying a range of emotions. Meanwhile, the man on the left remains unchanging, his posture and expression frozen, highlighting the tension between their contrasting states.",
+          "The interaction between the two men unfolds as the man on the right maintains his expressive behavior, his movements becoming slightly more exaggerated. His red face paint and purple mohawk stand out vividly against the backdrop of the ship's sail and crew. The man on the left, however, remains steadfast, his stillness serving as a counterpoint to the other man's liveliness.",
+          "Finally, the video concludes with the man on the right continuing his animated expressions and gestures, his energy undiminished. The man on the left remains completely motionless, his identity and appearance consistent throughout. The ship's sail and distant crew members provide a stable background, ensuring the focus remains on the two central figures and their contrasting dynamics."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does Man 1 (left) maintain the same facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the headband worn by Man 1?",
+          "options": [
+            "A. White",
+            "B. Brown",
+            "C. Black",
+            "D. Gray"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is Man 2's purple mohawk hairstyle consistent in appearance throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What material does Man 2's vest appear to be made of?",
+          "options": [
+            "A. Leather",
+            "B. Cotton",
+            "C. Metal",
+            "D. Silk"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man on the left maintain the same identity throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:04:57.072290"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the man on the right wear a studded brown vest throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:04:57.072342"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Is the purple mohawk hairstyle maintained throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:04:57.072359"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Do the background elements like the ship's sail remain visible and consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:04:57.072374"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "Which background element is mentioned in every segment?",
+          "options": [
+            "A. Ocean waves",
+            "B. Ship's sail",
+            "C. Clouds",
+            "D. Flag"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:04:57.072380"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_ef35121e8c5639c183dfe54ae49a58ddf0d2f96fa015b354ba57352b531a1f6d"
+  },
+  {
+    "task_id": "mem_openhumanvid_909850a1b95ce39b4d7b9a0fde693d5aa4c72ea05412eaef5ad854bdcaaa06d5",
+    "instance_id": "mem_openhumanvid_909850a1b95ce39b4d7b9a0fde693d5aa4c72ea05412eaef5ad854bdcaaa06d5",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_909850a1b95ce39b4d7b9a0fde693d5aa4c72ea05412eaef5ad854bdcaaa06d5.mp4",
+      "total_frames": 752,
+      "fps": 50.0,
+      "duration_sec": 15.04,
+      "reference_image_path": "inference_img/mem_openhumanvid_909850a1b95ce39b4d7b9a0fde693d5aa4c72ea05412eaef5ad854bdcaaa06d5_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video features a close-up of a man and a woman standing side by side outdoors. The man, on the left, has short dark hair, wears round patterned glasses (black and white frames), a black turtleneck shirt, and a light grey blazer. The woman, on the right, has long dark hair styled with a small braid at the front, and she is wearing a white collared shirt under a light grey blazer. Both individuals are looking off to the right side of the frame, seemingly engaged in observing or reacting to something out of view. The background consists of blurred green foliage, suggesting a garden or park setting. The camera remains steady throughout, maintaining focus on their upper bodies and facial expressions."
+        ],
+        "level_2": [
+          "The video opens with a close-up shot of a man and a woman standing outdoors. The man, positioned on the left, has short dark hair and wears round patterned glasses with black and white frames, a black turtleneck shirt, and a light grey blazer. The woman, on the right, has long dark hair with a small braid at the front and is dressed in a white collared shirt under a light grey blazer. Both are looking off to the right, appearing to be focused on something outside the frame. The background is softly blurred, showing green foliage, likely from trees or bushes. As the scene progresses, the woman begins to smile subtly while continuing to look in the same direction, and the man maintains his attentive gaze.",
+          "Continuing from the previous scene, the man and woman remain in the same position, still looking off to the right. The man's expression shifts slightly as he appears to speak or react verbally, his mouth moving while his eyes stay fixed on the object of their attention. The woman’s smile becomes more pronounced, her head tilting slightly as if amused or intrigued by what they are observing. The background remains consistent, with the blurred greenery providing a natural backdrop.",
+          "In the final part of the video, the interaction between the man and woman continues. The man’s expression softens into a slight smile, indicating a shift from surprise to amusement. The woman, now fully smiling, turns her head slightly toward the camera while still glancing back at the object of their attention. Her demeanor suggests she is enjoying the moment. The camera remains steady, keeping both individuals in focus against the backdrop of green foliage."
+        ],
+        "level_3": [
+          "The video begins with a close-up of a man and a woman standing outdoors. The man, on the left, has short dark hair, wears round patterned glasses (black and white frames), a black turtleneck shirt, and a light grey blazer. The woman, on the right, has long dark hair with a small braid at the front and is wearing a white collared shirt under a light grey blazer. Both are looking off to the right, seemingly focused on something out of frame. The background is blurred green foliage, suggesting a garden or park setting. The camera is steady, capturing their upper bodies and facial expressions.",
+          "As the scene progresses, the man and woman maintain their positions and gazes. The man’s expression changes subtly as he appears to begin speaking or reacting verbally, his mouth moving while his eyes remain fixed on the object of their attention. The woman starts to smile faintly, her head tilting slightly as if she finds the situation amusing or intriguing. The background remains unchanged, with the blurred greenery providing a consistent natural backdrop.",
+          "The interaction continues with the man and woman still looking off to the right. The man’s expression softens further, transitioning into a slight smile as he seems to share in the woman’s amusement. The woman’s smile widens, and she turns her head slightly toward the camera while still glancing back at the object of their attention. Her body language suggests she is enjoying the moment. The camera remains steady, keeping both individuals in focus against the backdrop of green foliage.",
+          "In the next segment, the man and woman continue their interaction. The man’s smile becomes more pronounced, indicating a shared sense of humor or enjoyment. The woman, now fully smiling, turns her head slightly more toward the camera, her eyes sparkling with amusement. She glances back at the object of their attention one last time before fully engaging with the viewer. The background remains consistent, with the blurred greenery providing a natural and serene setting.",
+          "Finally, the man and woman conclude their interaction. The man’s smile softens into a contented expression, and he looks directly at the camera for a brief moment before returning his gaze to the object of their attention. The woman, still smiling broadly, turns her head fully toward the camera, her eyes meeting the viewer’s. Her demeanor suggests she is happy and satisfied with the moment. The camera remains steady, capturing their expressions against the backdrop of blurred green foliage."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the video maintain his round patterned glasses throughout the entire clip?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the woman's hair consistently styled with a side part throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Do both individuals maintain the same clothing and appearance from start to finish without any noticeable changes?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the man maintain his short dark hair and round patterned glasses throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:30.737062"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Do both individuals continue wearing the same blazers throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:30.737111"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the man’s round patterned glasses remain unchanged in appearance throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:30.737126"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_909850a1b95ce39b4d7b9a0fde693d5aa4c72ea05412eaef5ad854bdcaaa06d5"
+  },
+  {
+    "task_id": "mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d",
+    "instance_id": "mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d.mp4",
+      "total_frames": 438,
+      "fps": 23.98,
+      "duration_sec": 18.27,
+      "reference_image_path": "inference_img/mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens with a woman in a striking red sleeveless dress and short black hair, adorned with a silver bracelet on her left wrist and carrying a beige handbag. She gracefully descends a grand staircase with golden railings, surrounded by elegantly dressed individuals in formal attire, including military uniforms. As she reaches the bottom of the stairs, she turns to face forward, engaging in conversation with a man in a white military uniform and another in a black tuxedo. The background features a framed poster of 'Frederic Zoller' and vibrant red floral arrangements, contributing to the opulent atmosphere of the event."
+        ],
+        "level_2": [
+          "The video begins with the woman in the red dress descending a luxurious staircase, her short black hair styled elegantly and her silver bracelet catching the light as she moves. She is accompanied by others in formal wear, including men in military uniforms and women in glamorous dresses. As she reaches the landing, she turns to face forward, joining a group of well-dressed individuals engaged in conversation. The setting is richly decorated with a framed poster of 'Frederic Zoller' and red flowers, enhancing the sophisticated ambiance.",
+          "Continuing from the previous scene, the woman in the red dress stands among a group of formally dressed people, including a man in a white military uniform and another in a black tuxedo. They are holding glasses of champagne, suggesting a celebratory occasion. The background remains consistent with the framed poster and floral decorations, maintaining the elegant setting. The woman interacts with the man in the tuxedo, her posture and expression indicating an engaging conversation.",
+          "Finally, the woman in the red dress continues her interaction with the man in the black tuxedo, their conversation lively and animated. The camera focuses on their exchange, capturing the details of their attire and the surrounding environment. The background elements, including the 'Frederic Zoller' poster and red flowers, remain prominent, reinforcing the opulent setting. The woman's short black hair and silver bracelet are consistently visible, ensuring identity persistence throughout the scene."
+        ],
+        "level_3": [
+          "The video opens with the woman in the red sleeveless dress and short black hair, her silver bracelet glinting as she gracefully descends the grand staircase with golden railings. She carries a beige handbag and is surrounded by elegantly dressed individuals, including men in military uniforms and women in glamorous attire. The background features a framed poster of 'Frederic Zoller' and vibrant red floral arrangements, setting the stage for an opulent event.",
+          "As the woman reaches the bottom of the stairs, she turns to face forward, joining a group of formally dressed people. The camera follows her movement, capturing the details of her red dress and the interactions around her. The setting remains richly decorated with the 'Frederic Zoller' poster and red flowers, enhancing the sophisticated atmosphere. She engages in conversation with a man in a white military uniform and another in a black tuxedo, both holding glasses of champagne.",
+          "The woman in the red dress continues her conversation with the man in the black tuxedo, their interaction lively and animated. The camera focuses on their exchange, highlighting the details of their attire and the surrounding environment. The background elements, including the 'Frederic Zoller' poster and red flowers, remain prominent, reinforcing the opulent setting. Her short black hair and silver bracelet are consistently visible, ensuring identity persistence.",
+          "The scene transitions smoothly as the woman in the red dress turns slightly, her posture and expression indicating an engaging conversation with the man in the tuxedo. The camera captures the details of their interaction, with the background elements remaining consistent. The 'Frederic Zoller' poster and red flowers continue to enhance the sophisticated ambiance, while the woman's red dress and silver bracelet are clearly visible.",
+          "Finally, the woman in the red dress maintains her position in the group, continuing her conversation with the man in the black tuxedo. The camera focuses on their interaction, capturing the details of their attire and the surrounding environment. The background elements, including the 'Frederic Zoller' poster and red flowers, remain prominent, reinforcing the opulent setting. Her short black hair and silver bracelet are consistently visible, ensuring identity persistence throughout the scene."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When the woman in the red dress turns back to face the camera after walking away, does she still have short black hair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the woman's dress style change from sleeveless to long-sleeved during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the woman’s appearance remain consistent across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:57.507570"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which attribute of the woman is consistently mentioned across all segments?",
+          "options": [
+            "A. Long brown hair",
+            "B. Silver bracelet",
+            "C. Blue dress",
+            "D. Red heels"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:57.507603"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the woman’s red sleeveless dress described in every segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:57.507616"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Is the silver bracelet on the woman’s left wrist mentioned in every segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:57.507631"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which accessory is consistently visible on the woman’s left wrist?",
+          "options": [
+            "A. Gold watch",
+            "B. Silver bracelet",
+            "C. Bracelet with gemstones",
+            "D. Leather band"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:57.507638"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Do the red floral arrangements appear in all five segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:57.507645"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "Which background element is consistently present throughout the video?",
+          "options": [
+            "A. Portrait of a king",
+            "B. 'Frederic Zoller' poster",
+            "C. Blue wall",
+            "D. Green plants"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:57.507651"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the camera follow the woman down the staircase?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:57.507657"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "What action does the camera perform as the woman reaches the bottom of the stairs?",
+          "options": [
+            "A. Zooms in",
+            "B. Pans left",
+            "C. Follows her movement",
+            "D. Stays static"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:57.507663"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d"
+  },
+  {
+    "task_id": "mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c",
+    "instance_id": "mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c.mp4",
+      "total_frames": 530,
+      "fps": 29.97,
+      "duration_sec": 17.68,
+      "reference_image_path": "inference_img/mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video begins with a close-up shot of a man with dark, slightly messy hair, wearing a yellow short-sleeved shirt and a brown sleeveless vest. He is holding a white flip phone to his right ear with his left hand, which also features a silver bracelet. The man appears to be engaged in a conversation, occasionally adjusting his hair with his right hand while listening intently. The background consists of lush green foliage, softly blurred, suggesting an outdoor setting in natural daylight. The camera remains steady, focusing on the man's face and upper body throughout the sequence."
+        ],
+        "level_2": [
+          "The video opens with a close-up of the man as he holds a white flip phone to his ear, his left hand adorned with a silver bracelet. His dark, slightly messy hair frames his face, and he wears a yellow shirt under a brown sleeveless vest. Initially, he adjusts his hair with his right hand while listening to the call. The background is a soft blur of green foliage, indicating an outdoor environment bathed in natural light. As the scene progresses, the man continues his conversation, his expression shifting subtly as he listens and responds.",
+          "In the middle of the video, the focus remains on the man as he continues his phone conversation. His posture and position stay consistent, with the white flip phone still held to his ear. His facial expressions convey attentiveness and engagement, with slight movements of his head as he speaks or reacts. The background of green foliage remains unchanged, maintaining the serene outdoor atmosphere. The lighting continues to highlight his features, emphasizing the details of his clothing and accessories.",
+          "The final part of the video shows the man still deeply involved in his phone call. His dark hair and casual attire remain prominent, with the silver bracelet on his left wrist catching the light. The white flip phone is consistently positioned against his ear, and his subtle gestures suggest an ongoing dialogue. The background of blurred greenery persists, providing a tranquil backdrop. The camera maintains its steady focus on the man, capturing the continuity of his actions and the consistency of the scene."
+        ],
+        "level_3": [
+          "The video starts with a close-up of the man, highlighting his dark, slightly messy hair and his attire: a yellow short-sleeved shirt layered under a brown sleeveless vest. He holds a white flip phone to his right ear, his left hand featuring a silver bracelet. Initially, he adjusts his hair with his right hand while listening to the call, his expression focused and attentive. The background is a soft blur of green foliage, suggesting an outdoor setting in natural daylight.",
+          "As the video progresses, the man continues his phone conversation, his posture and position remaining consistent. His facial expressions subtly shift, reflecting his engagement in the dialogue. The white flip phone stays firmly against his ear, and his left hand occasionally moves, possibly gesturing as he speaks. The background of green foliage remains unchanged, maintaining the serene outdoor ambiance.",
+          "In the next segment, the man's attention remains fixed on the conversation. His dark hair and casual clothing are still prominent, with the silver bracelet on his left wrist visible. The white flip phone is consistently held to his ear, and his slight head movements indicate active participation in the call. The background of blurred greenery continues to provide a tranquil setting, with no significant changes in the environment.",
+          "The video continues with the man still engaged in his phone call. His facial expressions and body language suggest a dynamic conversation, with occasional adjustments to his hair and phone placement. The background remains a consistent blur of green foliage, reinforcing the outdoor setting. The lighting highlights his features and attire, ensuring visual continuity.",
+          "Finally, the man concludes his phone conversation, his expression reflecting the end of the dialogue. The white flip phone is still held to his ear, and his left hand, with the silver bracelet, remains visible. The background of green foliage persists, maintaining the serene outdoor atmosphere. The camera remains steady, capturing the man's final moments in the scene, ensuring identity and spatial consistency throughout the video."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hairstyle appear consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the silver bracelet on the man's left wrist visible in every frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "What type of phone is the man holding to his ear?",
+          "options": [
+            "A. Smartphone",
+            "B. Feature phone",
+            "C. Flip phone",
+            "D. Walkie-talkie"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the man's facial expression change from serious to smiling during the conversation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial identity remain consistent across all five segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:39.688774"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the man’s identity consistency across the video?",
+          "options": [
+            "A. His identity changes subtly between segments",
+            "B. His identity remains stable throughout",
+            "C. He is replaced by another person in later segments",
+            "D. His facial features are inconsistently described"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:39.688807"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Is the man's yellow shirt visible in every segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:39.688820"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What happens to the man’s brown sleeveless vest during the video?",
+          "options": [
+            "A. It disappears in segment 4",
+            "B. It remains worn throughout",
+            "C. It changes color",
+            "D. It is removed in segment 5"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:39.688827"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the silver bracelet remain visible on the man’s left hand throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:39.688835"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c"
+  },
+  {
+    "task_id": "mem_openhumanvid_c83b792f5f5f7e9b9a72bc873c8fcd7b6bf3351797df0784323181678f56c8ca",
+    "instance_id": "mem_openhumanvid_c83b792f5f5f7e9b9a72bc873c8fcd7b6bf3351797df0784323181678f56c8ca",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_c83b792f5f5f7e9b9a72bc873c8fcd7b6bf3351797df0784323181678f56c8ca.mp4",
+      "total_frames": 500,
+      "fps": 25.0,
+      "duration_sec": 20.0,
+      "reference_image_path": "inference_img/mem_openhumanvid_c83b792f5f5f7e9b9a72bc873c8fcd7b6bf3351797df0784323181678f56c8ca_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A close-up shot of a woman with short black hair, wearing a black top and dangling earrings, as she holds a white flip phone to her ear. Her expression is serious and contemplative, suggesting she is engaged in an important conversation. The background is softly blurred, featuring warm, muted tones of beige and brown, possibly indicating a cozy indoor setting like a living room or office. The lighting is soft and natural, highlighting her features and the details of her attire."
+        ],
+        "level_2": [
+          "The scene opens with a close-up of the woman, focusing on her face as she listens intently to the phone call. Her eyes are slightly narrowed, and her lips are parted as if she is about to speak or reacting to what she hears. The white flip phone is held firmly against her ear, its screen glowing faintly blue. The background remains out of focus, with hints of furniture and warm lighting creating a calm yet tense atmosphere.",
+          "As the conversation continues, the woman's expression shifts subtly. She blinks slowly, her gaze occasionally shifting downward, indicating deep thought or concern. The camera remains steady, maintaining the tight framing on her face, emphasizing her emotional state. The soft lighting continues to cast gentle shadows across her features, enhancing the intimate and focused nature of the scene.",
+          "In the final part of this segment, the woman lowers the phone slightly, her eyes closing for a moment as if processing the information she has just received. Her demeanor suggests a mix of relief and contemplation. The background remains consistent, with the blurred furniture and warm tones providing a stable backdrop to her evolving emotional response."
+        ],
+        "level_3": [
+          "The video begins with a close-up of the woman, her short black hair neatly styled, and her black top complemented by elegant dangling earrings. She holds a white flip phone to her ear, her expression serious and focused. The background is softly blurred, with warm, neutral tones suggesting a comfortable indoor environment. The lighting is soft, highlighting her features and the details of her attire.",
+          "As the phone call progresses, the woman's expression becomes more animated. Her eyes narrow slightly, and her lips move subtly, indicating she is actively listening and responding. The white flip phone remains pressed against her ear, its screen glowing faintly blue. The camera stays fixed on her face, capturing every nuance of her reaction. The background remains out of focus, maintaining the intimate feel of the scene.",
+          "The woman's demeanor shifts as she continues the conversation. Her eyes briefly close, and her head tilts slightly downward, suggesting a moment of reflection or concern. The phone is still held close to her ear, but her grip appears slightly relaxed. The soft lighting continues to illuminate her face, casting gentle shadows that enhance the emotional depth of the scene. The blurred background remains consistent, providing a stable setting.",
+          "In the next phase, the woman's expression softens. Her eyes open wider, and a slight smile plays on her lips, indicating a positive turn in the conversation. The white flip phone is still held to her ear, but her posture relaxes further. The camera maintains its close-up focus, capturing the subtle changes in her expression. The warm, blurred background continues to provide a cozy ambiance.",
+          "The video concludes with the woman lowering the phone slightly, her eyes closing for a moment as if taking a deep breath. Her expression is one of calm reflection, suggesting the conversation has reached a resolution. The white flip phone is no longer the central focus, and her relaxed posture indicates a sense of closure. The soft lighting and blurred background remain consistent, wrapping up the scene with a sense of tranquility."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hairstyle remain consistent?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Are the earrings visible and consistent in appearance throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the woman continue to wear the same black top?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the white flip phone consistently held to the woman's ear?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's facial expression change significantly during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "openhumanvid_full_regen",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_c83b792f5f5f7e9b9a72bc873c8fcd7b6bf3351797df0784323181678f56c8ca"
+  },
+  {
+    "task_id": "mem_openhumanvid_3417154e322ba78411000363b05ee7409b73a31e7af65e5968a1908e1e84537a",
+    "instance_id": "mem_openhumanvid_3417154e322ba78411000363b05ee7409b73a31e7af65e5968a1908e1e84537a",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_3417154e322ba78411000363b05ee7409b73a31e7af65e5968a1908e1e84537a.mp4",
+      "total_frames": 393,
+      "fps": 25.0,
+      "duration_sec": 15.72,
+      "reference_image_path": "inference_img/mem_openhumanvid_3417154e322ba78411000363b05ee7409b73a31e7af65e5968a1908e1e84537a_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens with a close-up of two women in an indoor setting, likely an office or studio. The primary subject is a woman with long, dark brown/black wavy hair, wearing a white ribbed turtleneck sweater, silver drop earrings, and a nose ring on her left nostril. She has neutral makeup with pink lipstick. Initially, she faces away from the camera, then turns to face another woman who is partially visible, wearing a black jacket with a red collar. The second woman has her dark hair styled in a bun. As the scene progresses, the first woman speaks while turning her head slightly, and the camera follows her movements. The background features modern decor, including a framed abstract painting, patterned wallpaper, and circular ceiling lights. The two women appear to be engaged in a serious conversation, with the camera capturing their expressions and body language."
+        ],
+        "level_2": [
+          "The video begins with a close-up shot of a woman with long, dark brown/black wavy hair, wearing a white ribbed turtleneck sweater, silver drop earrings, and a nose ring on her left nostril. She is facing away from the camera initially, revealing her profile as she turns to engage with another woman who is partially visible, wearing a black jacket with a red collar. The second woman has her hair styled in a neat bun. The setting appears to be a modern indoor space, possibly an office or studio, with patterned wallpaper, a framed abstract painting, and circular ceiling lights in the background. The first woman begins to speak, her facial expressions shifting as she talks, while the camera follows her movements, maintaining focus on her face and upper body.",
+          "Continuing from the previous scene, the camera captures the ongoing interaction between the two women. The woman in the white turtleneck sweater remains the focal point, her long, wavy hair cascading over her shoulders. She continues to speak, her mouth moving as she articulates her words, and her eyes occasionally glancing at the other woman. The second woman, still partially visible, listens intently, her head slightly tilted. The background remains consistent, with the framed abstract painting and patterned wallpaper providing a stable visual context. The camera angle shifts slightly, offering a more frontal view of the first woman as she maintains her position in the frame.",
+          "In the final segment, the camera pulls back to reveal more of the room, showing both women standing side by side. The woman in the white turtleneck sweater has her arms crossed, her expression serious as she continues to speak. The second woman, now fully visible, stands beside her, listening attentively. The background includes a large framed abstract painting on the wall, patterned wallpaper, and a circular ceiling light fixture. The camera remains steady, capturing the full-body posture of both women as they engage in their conversation, emphasizing the spatial relationship between them and the surrounding environment."
+        ],
+        "level_3": [
+          "The video opens with a close-up shot of a woman with long, dark brown/black wavy hair, wearing a white ribbed turtleneck sweater, silver drop earrings, and a nose ring on her left nostril. She is facing away from the camera, revealing her profile as she turns to engage with another woman who is partially visible, wearing a black jacket with a red collar. The second woman has her hair styled in a neat bun. The setting appears to be a modern indoor space, possibly an office or studio, with patterned wallpaper, a framed abstract painting, and circular ceiling lights in the background.",
+          "As the scene progresses, the camera focuses on the woman in the white turtleneck sweater as she begins to speak. Her facial expressions shift subtly, indicating she is engaged in a conversation. The second woman listens intently, her head slightly tilted. The camera angle shifts slightly, offering a more frontal view of the first woman as she maintains her position in the frame, with the background elements remaining consistent.",
+          "The camera continues to follow the woman in the white turtleneck sweater as she speaks, capturing her upper body and face in detail. Her long, wavy hair frames her face, and her neutral makeup with pink lipstick is clearly visible. The second woman remains partially visible, her attention focused on the speaker. The background includes the framed abstract painting and patterned wallpaper, providing a stable visual context for the interaction.",
+          "The camera pulls back to reveal more of the room, showing both women standing side by side. The woman in the white turtleneck sweater has her arms crossed, her expression serious as she continues to speak. The second woman, now fully visible, stands beside her, listening attentively. The background includes a large framed abstract painting on the wall, patterned wallpaper, and a circular ceiling light fixture.",
+          "In the final moments, the camera remains steady, capturing the full-body posture of both women as they engage in their conversation. The woman in the white turtleneck sweater maintains her crossed-arm stance, her expression unwavering, while the second woman stands beside her, her body language suggesting she is listening carefully. The background elements, including the framed abstract painting and patterned wallpaper, remain consistent, providing a cohesive visual narrative throughout the video."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's nose ring remain visible when she turns her head to the side?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the sweater worn by the woman with long hair?",
+          "options": [
+            "A. Black",
+            "B. White",
+            "C. Gray",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "What is the style of the woman's hair in the video?",
+          "options": [
+            "A. Straight and loose",
+            "B. Wavy and pulled back",
+            "C. Long and wavy",
+            "D. Braided"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the woman in the white turtleneck sweater maintain the same hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:03.724481"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman continue to wear the same white turtleneck sweater in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:03.724533"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "What happens to the woman's sweater when the camera pulls back in Segment 4?",
+          "options": [
+            "A. It changes to a different color",
+            "B. It becomes visible in full length",
+            "C. It disappears",
+            "D. It appears wrinkled in a new way"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:03.724541"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "How is the second woman distinguished from the first?",
+          "options": [
+            "A. By her red collar and bun hairstyle",
+            "B. By her pink lipstick",
+            "C. By her white turtleneck",
+            "D. By her long wavy hair"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:03.724556"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera zoom out in the final segment to show both women?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:03.724564"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What change occurs in the camera perspective between Segment 3 and Segment 4?",
+          "options": [
+            "A. The camera moves closer to the subjects",
+            "B. The camera zooms out to show full bodies",
+            "C. The camera rotates 360 degrees",
+            "D. The camera focuses only on the background"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:03.724570"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Do the background elements remain consistent when the camera pulls back?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:03.724580"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which background element is visible in all segments?",
+          "options": [
+            "A. A green plant",
+            "B. A framed abstract painting",
+            "C. A window",
+            "D. A bookshelf"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:03.724586"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_3417154e322ba78411000363b05ee7409b73a31e7af65e5968a1908e1e84537a"
+  },
+  {
+    "task_id": "mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212",
+    "instance_id": "mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212.mp4",
+      "total_frames": 416,
+      "fps": 25.0,
+      "duration_sec": 16.64,
+      "reference_image_path": "inference_img/mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In a rustic, dimly lit room with cracked mud walls, a man lies on a bed, wearing a white shirt with red and blue patterns. He appears to be in distress or deep thought. A woman in a patterned gray dress stands beside him, her expression one of concern. Another man, dressed in a green jacket over a white shirt, holds a red cloth or object, presenting it to the man on the bed. The camera remains steady, focusing on the interaction between the three individuals, capturing their subtle movements and expressions as the man on the bed reacts to the object being shown to him."
+        ],
+        "level_2": [
+          "The scene opens with the man lying on the bed, his face showing signs of discomfort or contemplation. The woman stands close to him, her gaze fixed on his face, reflecting worry. The man in the green jacket holds a red cloth, carefully unfolding it while looking at the man on the bed. The background features a woven basket hanging on the wall, adding to the rustic ambiance. The camera maintains a medium shot, keeping all three characters in frame as they engage in this quiet, tense moment.",
+          "As the sequence progresses, the man on the bed begins to speak, his mouth moving and his eyes shifting slightly, indicating he is responding to the situation. The woman leans forward slightly, her concern intensifying as she listens. The man in the green jacket continues to hold the red cloth, now more prominently displaying it towards the man on the bed. The lighting remains consistent, highlighting the textures of their clothing and the roughness of the room's walls.",
+          "In the final part of this segment, the man on the bed becomes more animated, gesturing with his hand as he speaks, possibly explaining something or expressing urgency. The woman's expression softens slightly, suggesting she is beginning to understand or empathize with his words. The man in the green jacket adjusts the red cloth, preparing to show it more clearly. The camera angle shifts slightly, providing a closer view of their faces and the red cloth, emphasizing the importance of the object in their interaction."
+        ],
+        "level_3": [
+          "The video begins with the man lying on the bed, his white shirt with red and blue patterns visible against the backdrop of the rustic room. His facial features, including his hairline and eyes, are clear, and his body position remains unchanged as he lies down. The woman in the patterned gray dress stands beside him, her expression conveying concern. The man in the green jacket holds a red cloth, presenting it to the man on the bed. The camera is steady, capturing the initial setup of the scene with all three characters in focus.",
+          "As the scene develops, the man on the bed starts to show signs of distress, his mouth moving as if he is speaking or groaning. The woman leans closer, her concern evident in her posture and facial expression. The man in the green jacket continues to hold the red cloth, now slightly adjusting its position to better display it to the man on the bed. The woven basket on the wall behind them adds to the setting's authenticity, and the lighting remains consistent, highlighting the details of their clothing and the room's texture.",
+          "The interaction intensifies as the man on the bed becomes more vocal, gesturing with his hand while speaking. The woman's expression changes subtly, showing a mix of concern and understanding. The man in the green jacket holds the red cloth more prominently, ensuring it is clearly visible to the man on the bed. The camera angle shifts slightly, providing a closer view of their faces and the red cloth, emphasizing the significance of the object in their conversation.",
+          "In the next phase, the man on the bed continues to speak, his gestures becoming more pronounced as he emphasizes his points. The woman's concern deepens, her eyes focused on the man's face, and she leans in slightly, indicating her engagement in the conversation. The man in the green jacket adjusts the red cloth again, holding it up higher for the man on the bed to see. The background remains the same, with the woven basket and the textured walls providing a consistent setting.",
+          "The final part of the sequence shows the man on the bed becoming increasingly animated, his facial expressions and hand gestures conveying urgency or importance. The woman's expression softens, suggesting she is beginning to grasp the situation. The man in the green jacket holds the red cloth steadily, ensuring it remains the focal point of the interaction. The camera maintains a close-up shot, capturing the detailed expressions and the red cloth, highlighting the emotional and narrative weight of the moment."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man lying on the bed maintain consistent facial features?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the man's body position consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the man's clothing remain unchanged?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "openhumanvid_full_regen",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212"
+  },
+  {
+    "task_id": "mem_openhumanvid_989d76420e9f2b2445c65bc49854a7061552e401437784233ed7d8d19bb3d0b8",
+    "instance_id": "mem_openhumanvid_989d76420e9f2b2445c65bc49854a7061552e401437784233ed7d8d19bb3d0b8",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_989d76420e9f2b2445c65bc49854a7061552e401437784233ed7d8d19bb3d0b8.mp4",
+      "total_frames": 393,
+      "fps": 23.98,
+      "duration_sec": 16.39,
+      "reference_image_path": "inference_img/mem_openhumanvid_989d76420e9f2b2445c65bc49854a7061552e401437784233ed7d8d19bb3d0b8_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "An older man wearing a light-colored cowboy hat and a greenish-brown jacket stands in a vast outdoor landscape. The camera focuses on the side profile of his face, highlighting his weathered skin, wrinkles, and defined facial features. The background consists of distant mountains under a soft, diffused sky, with subtle variations in lighting suggesting either sunrise or sunset. As the video progresses, the man slowly turns his head slightly, revealing more of his profile before eventually turning away from the camera, showing the back of his hat and shoulders. The scene maintains a calm, contemplative mood throughout."
+        ],
+        "level_2": [
+          "The video opens with a close-up side profile of an older man wearing a light-colored cowboy hat and a greenish-brown jacket. His face is illuminated by warm, natural light, emphasizing his textured skin and deep-set wrinkles. The background features a serene mountain range under a soft, cloudy sky. The man remains mostly still, with only slight movements of his head as he gazes into the distance. The lighting subtly shifts, indicating the passage of time, possibly during sunrise or sunset.",
+          "As the video continues, the man's head turns slightly more to the right, offering a fuller view of his profile. The lighting remains consistent, casting gentle shadows that accentuate the contours of his face. The distant mountains in the background remain a constant, tranquil element. The man's expression is pensive, and his posture suggests a moment of quiet reflection.",
+          "In the final third of the video, the man turns his head further away from the camera, now showing the back of his cowboy hat and shoulders. The camera angle adjusts slightly to follow his movement, maintaining focus on him while the background remains softly blurred. The overall atmosphere remains peaceful, with the man appearing to be lost in thought as he gazes out at the expansive landscape."
+        ],
+        "level_3": [
+          "The video begins with a close-up shot of an older man in profile, wearing a light-colored cowboy hat and a greenish-brown jacket. His face is detailed, with visible wrinkles and a rugged texture, suggesting a life spent outdoors. The background features a soft, hazy sky with distant mountains, creating a sense of depth and tranquility. The lighting is warm and natural, likely from the early morning or late afternoon sun, casting gentle highlights on his face and hat.",
+          "As the scene progresses, the man's head moves slightly, turning a bit more towards the right. This subtle motion reveals more of his facial features, including his strong jawline and the lines etched into his skin. The lighting remains consistent, with the sun continuing to illuminate his face from the same angle. The mountains in the background remain a static, majestic presence, adding to the serene atmosphere.",
+          "The man continues to turn his head, now facing almost directly away from the camera. The focus shifts to the back of his cowboy hat and the nape of his neck, which is also textured and weathered. The lighting begins to soften slightly, suggesting the sun is moving lower in the sky. The distant mountains are still visible but appear slightly darker, indicating the changing light conditions.",
+          "The camera follows the man as he completes his turn, now fully facing away from the viewer. The shot captures the back of his hat and shoulders, with the greenish-brown jacket blending into the natural surroundings. The lighting has dimmed further, casting longer shadows and giving the scene a more subdued tone. The mountains in the background are now more silhouetted against the sky, enhancing the sense of depth and vastness.",
+          "In the final moments, the man stands still, gazing out at the expansive landscape. The camera holds steady, focusing on the back of his hat and the quiet, reflective mood of the scene. The lighting is now quite soft, with the sky taking on a deeper blue hue, suggesting the approach of evening. The overall atmosphere is one of peaceful contemplation, with the man seemingly absorbed in the beauty of the natural world around him."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man maintain the same identity across different frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Are there any noticeable changes in the man's age or physical appearance between frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's skin texture consistent across all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the man's hairline remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are there any inconsistencies in the man's facial features that suggest a change in identity?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "openhumanvid_full_regen",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_989d76420e9f2b2445c65bc49854a7061552e401437784233ed7d8d19bb3d0b8"
+  },
+  {
+    "task_id": "mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e",
+    "instance_id": "mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e.mp4",
+      "total_frames": 369,
+      "fps": 24.0,
+      "duration_sec": 15.38,
+      "reference_image_path": "inference_img/mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens with a view through an ornate white metal gate, partially obscuring a warmly lit interior. A man with short dark hair and a gray beard, wearing a dark jacket over a collared shirt with white trim on the collar, enters from behind the gate. He is followed by a woman with short dark hair, dressed in a light pink ribbed sweater. The two walk side by side, moving forward through the space, with the man gesturing as if explaining something. The background features a wooden door with glass panes and decorative wall patterns, while the camera follows their movement, maintaining focus on their interaction."
+        ],
+        "level_2": [
+          "The video begins with a man partially visible behind an ornate white metal gate, which frames the scene. He has short dark hair, a gray beard, and is wearing a dark jacket over a collared shirt with white trim. As he steps forward, his face becomes fully visible, and he appears to be speaking or gesturing. Shortly after, a woman with short dark hair, wearing a light pink ribbed sweater, enters from behind him. She walks alongside him, and they both move forward together through the space. The background includes a wooden door with glass panes and decorative wall patterns, while the camera follows their movement.",
+          "Continuing from the previous scene, the man and woman are now walking side by side, moving deeper into the room. The man continues to gesture with his hands, seemingly engaged in conversation, while the woman listens attentively, occasionally glancing at him. The ornate white metal gate remains in the foreground, framing their movement. The background reveals more of the interior, including a glimpse of a railing and additional decorative elements on the walls. The camera maintains a steady follow shot, keeping both individuals in focus.",
+          "Finally, the man and woman continue their walk through the elegantly decorated room. The man, still wearing his dark jacket and collared shirt, turns slightly towards the woman as they converse. The woman, in her light pink sweater, smiles and responds to him. The ornate white metal gate is still visible in the foreground, but the background now shows more of the room's details, including a brick-patterned section of the wall and a black railing. The camera follows them closely, capturing their interaction and the warm, inviting atmosphere of the space."
+        ],
+        "level_3": [
+          "The video opens with a view through an ornate white metal gate, which frames the entrance to a warmly lit interior. A man with short dark hair and a gray beard, wearing a dark jacket over a collared shirt with white trim, steps forward from behind the gate. His face becomes fully visible as he begins to speak, gesturing with his hands. The background features a wooden door with glass panes and decorative wall patterns, adding to the elegant ambiance of the setting.",
+          "As the man continues to speak, a woman with short dark hair, dressed in a light pink ribbed sweater, enters from behind him. She walks alongside him, her attention focused on him as he gestures and explains something. The ornate white metal gate remains in the foreground, framing their movement as they proceed deeper into the room. The background reveals more of the interior, including a glimpse of a railing and additional decorative elements on the walls.",
+          "The man and woman continue their walk through the elegantly decorated room, moving closer to the camera. The man, still wearing his dark jacket and collared shirt, turns slightly towards the woman as they converse. The woman, in her light pink sweater, smiles and responds to him, her expression indicating engagement in the conversation. The ornate white metal gate is still visible in the foreground, but the background now shows more of the room's details, including a brick-patterned section of the wall and a black railing.",
+          "The couple moves further into the room, their interaction becoming more animated. The man gestures with his hands as he speaks, emphasizing his points, while the woman listens attentively, nodding and smiling. The ornate white metal gate remains in the foreground, but the background reveals more of the room's intricate details, including a black railing and additional decorative elements on the walls. The camera follows them closely, capturing their dynamic interaction.",
+          "In the final moments of the video, the man and woman continue their walk through the elegantly decorated room. The man, still wearing his dark jacket and collared shirt, turns slightly towards the woman as they converse. The woman, in her light pink sweater, smiles and responds to him, her expression indicating engagement in the conversation. The ornate white metal gate is still visible in the foreground, but the background now shows more of the room's details, including a brick-patterned section of the wall and a black railing. The camera maintains a steady follow shot, keeping both individuals in focus as they move through the space."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "multiple_choice",
+          "question": "What color is the man's outer jacket?",
+          "options": [
+            "A. Blue",
+            "B. Black",
+            "C. Dark Gray",
+            "D. Brown"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the woman's hairstyle (short dark hair) consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "What type of garment is the woman wearing?",
+          "options": [
+            "A. Hoodie",
+            "B. Sweater",
+            "C. Blouse",
+            "D. Jacket"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the man's facial appearance change significantly between Segment 1 and Segment 5?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:21.673094"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are new background elements introduced as the characters move forward?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:21.673169"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "Which background feature is first mentioned in Segment 2 and becomes more prominent in later segments?",
+          "options": [
+            "A. A red carpet",
+            "B. A black railing",
+            "C. A chandelier",
+            "D. A painting"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:21.673175"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e"
+  },
+  {
+    "task_id": "mem_openhumanvid_793e3f6a347e2672d701b7ba42d6ee1450191f0fb174156790ee3dd2bdca130d",
+    "instance_id": "mem_openhumanvid_793e3f6a347e2672d701b7ba42d6ee1450191f0fb174156790ee3dd2bdca130d",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_793e3f6a347e2672d701b7ba42d6ee1450191f0fb174156790ee3dd2bdca130d.mp4",
+      "total_frames": 383,
+      "fps": 23.98,
+      "duration_sec": 15.97,
+      "reference_image_path": "inference_img/mem_openhumanvid_793e3f6a347e2672d701b7ba42d6ee1450191f0fb174156790ee3dd2bdca130d_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In a dimly lit room with brick walls and a barred gate in the background, a man dressed in a light pink traditional Chinese outfit with white cuffs and a wide-brimmed hat sits on a wooden chair. He is engaged in a conversation with two other individuals: a woman in an ornate light pink qipao adorned with gold embroidery and jewelry, and another person wearing a brown robe who appears distressed, leaning forward with their head down. The man gestures with his hands while speaking, and the woman occasionally places a comforting hand on his shoulder. The scene maintains a somber and intimate atmosphere throughout."
+        ],
+        "level_2": [
+          "The video opens with a man in a light pink traditional Chinese outfit and a white hat seated on a wooden chair, facing a distressed individual in a brown robe. To his left, a woman in an intricately embroidered light pink qipao, adorned with jewelry, sits quietly. The man begins to speak, gesturing with his hands as he interacts with the distressed person. The woman then reaches out to place a comforting hand on the man's shoulder, showing concern. The background remains consistent with brick walls and a barred gate, emphasizing the confined setting.",
+          "Continuing from the previous scene, the man in the pink outfit continues to engage with the distressed individual, now placing his hands on their shoulders in a gesture of reassurance. The woman in the qipao observes the interaction closely, her expression reflecting empathy. The man adjusts his posture slightly, maintaining eye contact with the distressed person, while the woman remains seated, her hand still resting on the man's shoulder. The barred gate and brick walls remain prominent in the background, reinforcing the setting.",
+          "In the final part of the sequence, the man in the pink outfit continues to comfort the distressed individual, who remains hunched over. The man leans forward, offering further support, while the woman in the qipao watches attentively. The interaction between the three individuals remains the focal point, with the man's gestures and the woman's supportive presence creating a sense of care and concern. The background elements, including the brick walls and barred gate, remain unchanged, maintaining the spatial consistency of the scene."
+        ],
+        "level_3": [
+          "The video begins with a man in a light pink traditional Chinese outfit and a white hat seated on a wooden chair, facing a distressed individual in a brown robe. To his left, a woman in an ornate light pink qipao adorned with gold embroidery and jewelry sits quietly. The man starts to speak, gesturing with his hands as he interacts with the distressed person. The camera focuses on the trio, capturing the subtle movements and expressions that convey the gravity of the situation.",
+          "As the scene progresses, the man in the pink outfit continues to engage with the distressed individual, now placing his hands on their shoulders in a gesture of reassurance. The woman in the qipao observes the interaction closely, her expression reflecting empathy. The man adjusts his posture slightly, maintaining eye contact with the distressed person, while the woman remains seated, her hand still resting on the man's shoulder. The camera subtly shifts to emphasize the emotional connection between the characters.",
+          "The interaction deepens as the man in the pink outfit leans forward, offering further support to the distressed individual, who remains hunched over. The woman in the qipao watches attentively, her gaze fixed on the exchange. The man's gestures become more pronounced, indicating his earnest attempt to comfort the other person. The camera maintains a steady focus on the trio, ensuring that the viewer remains immersed in the emotional dynamics of the scene.",
+          "In the next segment, the man continues to provide comfort to the distressed individual, his hands gently placed on their back. The woman in the qipao remains seated, her expression conveying a mix of concern and compassion. The background, with its brick walls and barred gate, remains constant, reinforcing the confined and intimate nature of the setting. The camera angle subtly changes to capture the evolving interaction from different perspectives.",
+          "Finally, the man in the pink outfit continues to console the distressed individual, who remains in a hunched position. The woman in the qipao watches closely, her hand still resting on the man's shoulder, symbolizing her support. The scene concludes with the trio deeply engaged in their interaction, the man's gestures and the woman's attentive presence highlighting the emotional depth of the moment. The barred gate and brick walls in the background remain unchanged, maintaining the spatial consistency of the scene."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "multiple_choice",
+          "question": "What color is the hat worn by the man in the center?",
+          "options": [
+            "A. Black",
+            "B. White",
+            "C. Beige",
+            "D. Brown"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How does the man's posture change during the interaction?",
+          "options": [
+            "A. He remains still",
+            "B. He leans forward",
+            "C. He turns his head",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the man's white hat remain on his head throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the man in the pink outfit maintain the same appearance throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:12.462061"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "Which individual remains seated throughout all segments?",
+          "options": [
+            "A. The man in the pink outfit",
+            "B. The woman in the qipao",
+            "C. The distressed person in the brown robe",
+            "D. All three"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:12.462094"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the woman’s qipao retain its gold embroidery and jewelry throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:12.462108"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "What detail of the man's outfit is consistently mentioned across all segments?",
+          "options": [
+            "A. His hat color",
+            "B. His white cuffs",
+            "C. His footwear",
+            "D. His facial expression"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:12.462116"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are the three individuals clearly distinguishable by clothing and posture in every segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:12.462136"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "Who is described as hunched over and distressed throughout the sequence?",
+          "options": [
+            "A. The man in pink",
+            "B. The woman in the qipao",
+            "C. The person in the brown robe",
+            "D. None of the above"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:12.462143"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Do the brick walls and barred gate remain visible and unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:12.462151"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "What background feature is consistently referenced across all segments?",
+          "options": [
+            "A. A window",
+            "B. A wooden door",
+            "C. A barred gate",
+            "D. A painting"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:12.462157"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_793e3f6a347e2672d701b7ba42d6ee1450191f0fb174156790ee3dd2bdca130d"
+  },
+  {
+    "task_id": "mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960",
+    "instance_id": "mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960.mp4",
+      "total_frames": 465,
+      "fps": 29.97,
+      "duration_sec": 15.52,
+      "reference_image_path": "inference_img/mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video features two women standing side by side in a modest indoor setting. The elderly woman, positioned on the left, has gray hair styled in a neat bun and wears small hoop earrings. She is dressed in a dark-colored top with an ornate orange and brown patterned collar. Throughout the video, she turns her head slightly to her right while speaking, her facial expressions changing subtly as she communicates. The younger woman, on the right, has short bobbed brown hair with bangs and wears a light pink collared shirt. She remains mostly still, occasionally shifting her gaze but maintaining a composed demeanor. The background consists of a plain wall with a red-framed alcove or shelf, adding a subtle depth to the scene. The camera remains steady, focusing on the two women and capturing their interaction."
+        ],
+        "level_2": [
+          "The video opens with the two women standing close together. The elderly woman, with her gray hair in a bun and wearing a dark top with an ornate collar, begins to turn her head slightly to her right, indicating she is about to speak. The younger woman, dressed in a light pink collared shirt, stands calmly beside her, her expression neutral. As the elderly woman continues to speak, her facial expressions become more animated, reflecting the tone of her words. The younger woman maintains her position, occasionally glancing toward the elderly woman but mostly looking forward. The background remains consistent, featuring a plain wall and a red-framed alcove.",
+          "Continuing from the previous scene, the elderly woman is now actively speaking, her head turned further to her right. Her facial expressions are more pronounced, suggesting she is emphasizing certain points in her conversation. The younger woman remains mostly stationary, her gaze shifting slightly towards the elderly woman, indicating she is listening attentively. The lighting and background elements, including the red-framed alcove, remain unchanged, providing a stable visual context for the interaction.",
+          "In the final part of the video, the elderly woman continues her conversation, her head still turned to the right. Her expressions remain engaged, showing her active participation in the dialogue. The younger woman maintains her attentive stance, her eyes occasionally meeting the elderly woman's, reinforcing the sense of communication between them. The background, with its plain wall and red-framed alcove, stays consistent, ensuring the focus remains on the two women and their interaction."
+        ],
+        "level_3": [
+          "The video begins with the two women standing side by side. The elderly woman, with her gray hair in a bun and wearing a dark top with an ornate collar, is positioned on the left. The younger woman, with short brown hair and a light pink collared shirt, stands on the right. The background features a plain wall with a red-framed alcove, adding a subtle detail to the setting. The elderly woman starts to turn her head slightly to her right, preparing to speak.",
+          "As the elderly woman continues to turn her head further to the right, her facial expressions begin to change, indicating she is starting to speak. The younger woman remains mostly still, her gaze directed forward but with a slight shift towards the elderly woman, suggesting she is listening. The red-framed alcove in the background remains a constant element, providing a stable backdrop for the scene.",
+          "The elderly woman is now fully engaged in speaking, her head turned more significantly to the right. Her facial expressions are more animated, reflecting the content of her words. The younger woman maintains her attentive posture, her eyes occasionally meeting the elderly woman's, reinforcing the sense of communication. The background, with its plain wall and red-framed alcove, remains unchanged, keeping the focus on the interaction between the two women.",
+          "The elderly woman continues her conversation, her head still turned to the right. Her expressions remain engaged, showing her active participation in the dialogue. The younger woman stays in her attentive stance, her gaze occasionally shifting towards the elderly woman, indicating ongoing listening. The red-framed alcove in the background remains a consistent element, providing a stable visual context.",
+          "In the final moments of the video, the elderly woman is still speaking, her head turned to the right. Her facial expressions continue to convey her engagement in the conversation. The younger woman maintains her attentive posture, her eyes occasionally meeting the elderly woman's, reinforcing the sense of communication. The background, with its plain wall and red-framed alcove, remains consistent, ensuring the focus stays on the two women and their interaction."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Is the younger woman's expression consistently serious throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of earrings does the elderly woman wear?",
+          "options": [
+            "A. Hoop",
+            "B. Stud",
+            "C. Dangle",
+            "D. No earrings"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the elderly woman's patterned collar remain visible and unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the elderly woman maintain her gray hair in a bun throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:25.077941"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the consistency of the younger woman’s hairstyle across all segments?",
+          "options": [
+            "A. Changes from bob to long hair",
+            "B. Remains short bobbed brown hair with bangs",
+            "C. Becomes curly",
+            "D. Is partially obscured by an object"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:25.077975"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Is the younger woman's shirt consistently described as light pink and collared in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:25.077988"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "What is the description of the elderly woman's top collar in all segments?",
+          "options": [
+            "A. Plain black",
+            "B. Ornate orange and brown patterned",
+            "C. Blue floral",
+            "D. White lace"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:25.077995"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the red-framed alcove remain visible and unchanged in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:25.078017"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960"
+  },
+  {
+    "task_id": "mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5",
+    "instance_id": "mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5.mp4",
+      "total_frames": 377,
+      "fps": 25.0,
+      "duration_sec": 15.08,
+      "reference_image_path": "inference_img/mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A man in a gray button-up shirt with short dark hair and a mustache stands outside a car on a busy street. He is accompanied by two women, one in a colorful jacket and the other in a black outfit. The man appears to be engaged in a conversation with the woman in the black outfit, who gestures towards him. As the scene progresses, the man turns his attention to the woman in the colorful jacket, and they share an emotional embrace. The background features storefronts, including one with a red circular sign, and the atmosphere suggests a moment of personal significance amidst an urban setting."
+        ],
+        "level_2": [
+          "The man in the gray shirt stands near a car door, facing two women. One woman, dressed in a black outfit, gestures as if explaining something, while the other, in a colorful jacket, listens attentively. The man looks between them, seemingly processing their words. The setting is a bustling street with visible storefronts, including a barbershop and a shop with a red circular sign. The camera remains steady, focusing on the interaction between the three individuals.",
+          "The man in the gray shirt turns his attention from the woman in the black outfit to the woman in the colorful jacket. The woman in the black outfit steps back slightly, allowing the man and the other woman to engage more closely. The man places his hand on the woman's shoulder, and she responds by looking up at him. The background remains consistent with the urban street setting, featuring various shops and signs.",
+          "The man in the gray shirt embraces the woman in the colorful jacket in a heartfelt hug. She leans into him, her face showing emotion, while he holds her tightly. After a moment, they separate slightly, but the man continues to hold her gently. The woman in the black outfit is no longer in the frame, suggesting she has stepped away. The car door remains open, and the background storefronts are still visible."
+        ],
+        "level_3": [
+          "The man in the gray shirt stands outside a car, facing two women. The woman in the black outfit gestures towards him, possibly explaining something, while the woman in the colorful jacket listens. The man appears to be listening intently, his expression serious. The background shows a busy street with storefronts, including a barbershop and a shop with a red circular sign. The camera is focused on the interaction between the three individuals, capturing their body language and facial expressions.",
+          "The man in the gray shirt turns his attention from the woman in the black outfit to the woman in the colorful jacket. The woman in the black outfit steps back slightly, allowing the man and the other woman to engage more closely. The man places his hand on the woman's shoulder, and she responds by looking up at him. The background remains consistent with the urban street setting, featuring various shops and signs. The camera angle shifts slightly to emphasize the growing connection between the man and the woman in the colorful jacket.",
+          "The man in the gray shirt embraces the woman in the colorful jacket in a heartfelt hug. She leans into him, her face showing emotion, while he holds her tightly. After a moment, they separate slightly, but the man continues to hold her gently. The woman in the black outfit is no longer in the frame, suggesting she has stepped away. The car door remains open, and the background storefronts are still visible. The camera captures the emotional intensity of the moment, focusing on the man and the woman in the colorful jacket.",
+          "The man in the gray shirt and the woman in the colorful jacket continue their embrace, their bodies close and their expressions conveying deep emotion. The man gently strokes her hair, offering comfort, while she rests her head on his shoulder. The car door remains open, and the background storefronts are still visible, providing context to the urban setting. The camera maintains a steady focus on the couple, highlighting the intimacy of their interaction.",
+          "The man in the gray shirt and the woman in the colorful jacket slowly separate from their embrace. The man looks down at her with a concerned expression, while she looks up at him, her face still showing emotion. The car door remains open, and the background storefronts are still visible. The camera captures the subtle shift in their interaction, emphasizing the emotional weight of the moment as they prepare to move forward."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Is the man's hairstyle consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the man's facial expression change significantly between frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the visual features of the man (e.g., mustache, nose shape) consistent?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the man maintain the same position relative to the car door?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is there any indication that the man is a different person in any frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "openhumanvid_full_regen",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5"
+  },
+  {
+    "task_id": "mem_openhumanvid_caa2aee9b61501d66e346b858f008bf700fc70c3b04c2bdb440b9474109c1290",
+    "instance_id": "mem_openhumanvid_caa2aee9b61501d66e346b858f008bf700fc70c3b04c2bdb440b9474109c1290",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_caa2aee9b61501d66e346b858f008bf700fc70c3b04c2bdb440b9474109c1290.mp4",
+      "total_frames": 476,
+      "fps": 23.98,
+      "duration_sec": 19.85,
+      "reference_image_path": "inference_img/mem_openhumanvid_caa2aee9b61501d66e346b858f008bf700fc70c3b04c2bdb440b9474109c1290_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens in a dimly lit, vintage-style room with a large ornate mirror reflecting the scene. A woman with dark skin, wearing a long-sleeved, green and white vertically striped dress with a fitted waist, stands facing away from the camera. Her hair is styled in a neat bun. She is gently brushing the braided hair of a young girl seated in front of her. The reflection in the mirror shows the woman's focused expression as she tends to the child's hair. In the background, a man in period clothing sits on a chair, partially visible in the mirror's reflection. The lighting is soft and natural, streaming in from a window to the right, creating a serene and intimate atmosphere."
+        ],
+        "level_2": [
+          "The video begins with the woman in the green and white striped dress standing in front of a large, ornate mirror, brushing the braided hair of a young girl seated before her. The woman's dark skin and neatly styled bun are clearly visible, and her dress fits snugly at the waist. The reflection in the mirror reveals her focused expression and the braids of the child. As the scene progresses, the camera subtly shifts, revealing more of the room's vintage decor, including a table with various items and a man in period clothing sitting in the background, his reflection also visible in the mirror.",
+          "Continuing from the previous scene, the woman remains engaged in brushing the child's hair, her movements gentle and deliberate. The reflection in the mirror shows her turning slightly, offering a different angle of her face and the child's braids. The man in the background remains seated, his presence adding depth to the scene. The soft, natural light continues to illuminate the room, highlighting the intricate details of the woman's dress and the texture of the child's braids.",
+          "Finally, the woman completes brushing the child's hair, her attention fully on the task. The reflection in the mirror captures her final strokes and the serene expression on her face. The man in the background remains seated, his reflection still visible. The overall atmosphere remains calm and intimate, with the vintage room setting and soft lighting enhancing the sense of timelessness and care."
+        ],
+        "level_3": [
+          "The video opens with a woman in a green and white striped dress standing in front of a large, ornate mirror, brushing the braided hair of a young girl seated before her. The woman's dark skin and neatly styled bun are prominent, and her dress fits snugly at the waist. The reflection in the mirror shows her focused expression as she gently brushes the child's hair. The room is dimly lit with soft, natural light coming from a window to the right, creating a serene atmosphere. In the background, a man in period clothing is partially visible in the mirror's reflection, seated on a chair.",
+          "As the scene progresses, the woman continues to brush the child's hair, her movements deliberate and gentle. The camera subtly shifts, revealing more of the room's vintage decor, including a table with various items and the man in the background, whose reflection is now more visible. The woman's expression remains focused, and the intricate details of her dress and the texture of the child's braids are highlighted by the soft lighting.",
+          "The woman continues her task, occasionally turning slightly to get a better angle for brushing the child's hair. The reflection in the mirror shows her adjusting her position, maintaining her focus on the child. The man in the background remains seated, his presence adding depth to the scene. The soft, natural light continues to illuminate the room, emphasizing the intimate and caring nature of the moment.",
+          "The woman completes brushing the child's hair, her attention fully on the task. The reflection in the mirror captures her final strokes and the serene expression on her face. The man in the background remains seated, his reflection still visible. The overall atmosphere remains calm and intimate, with the vintage room setting and soft lighting enhancing the sense of timelessness and care.",
+          "In the final moments, the woman finishes brushing the child's hair, her movements gentle and deliberate. The reflection in the mirror shows her turning slightly, offering a different angle of her face and the child's braids. The man in the background remains seated, his reflection still visible. The soft, natural light continues to illuminate the room, creating a peaceful and tender conclusion to the scene."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hair remain in a bun throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How does the lighting in the room appear to change over time?",
+          "options": [
+            "A. It becomes significantly brighter",
+            "B. It remains consistently dim",
+            "C. It shifts from dim to slightly brighter",
+            "D. It becomes darker"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the woman's identity remain consistent throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:53.879585"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which feature best confirms the woman's identity persistence across segments?",
+          "options": [
+            "A. Her green and white striped dress",
+            "B. Her neatly styled bun",
+            "C. Her dark skin tone",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:53.879622"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the woman's dress consistently described across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:53.879634"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Are the three individuals clearly distinguishable across segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:53.879650"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which individual is most likely to be confused due to visibility constraints?",
+          "options": [
+            "A. The woman",
+            "B. The child",
+            "C. The man in the background",
+            "D. None"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:53.879657"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the mirror reflect the woman's focused expression as she brushes the child's hair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt explicitly states that 'the reflection in the mirror shows the woman's focused expression as she tends to the child's hair,' confirming content consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:15.124093"
+          }
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What should be reflected in the mirror when the woman turns slightly during brushing?",
+          "options": [
+            "A. Only the child’s face",
+            "B. A different angle of the woman’s face and the child’s braids",
+            "C. The entire room including the table",
+            "D. The camera lens"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Segment 3 and Segment 5 describe the woman turning slightly, and the reflection showing 'a different angle of her face and the child's braids.' This matches the expected reflection content based on movement.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:15.124148"
+          }
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "When the video transitions from Segment 1 to Segment 2, does the reflection still show the man in period clothing?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "In both Segment 1 and Segment 2, the man is described as being present and visible in the mirror’s reflection. There is no indication he leaves or changes position, so temporal consistency is maintained.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:15.124164"
+          }
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "How does the reflection of the man change across Segments 1 to 5?",
+          "options": [
+            "A. He disappears from the reflection after Segment 2",
+            "B. His reflection becomes more visible over time",
+            "C. He moves from the left to the right side of the mirror",
+            "D. He stands up in Segment 4"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Segment 1 says the man is 'partially visible,' while Segment 2 notes his reflection is 'now more visible,' indicating gradual increase in visibility without any action change—consistent with camera shift and temporal continuity.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:15.124170"
+          }
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "After the woman completes brushing the child's hair in Segment 4, does the reflection still show her focused expression?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Segment 4 states: 'the reflection in the mirror captures her final strokes and the serene expression on her face.' This implies continued presence of her facial expression in the reflection, maintaining temporal coherence.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:15.124177"
+          }
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Is the reflection of the woman's dress consistently shown as green and white striped throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The description of the dress remains unchanged across all segments, and since the mirror reflects the actual environment, it must also consistently reflect the same striped pattern.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:15.124191"
+          }
+        },
+        {
+          "question_id": "14",
+          "type": "binary",
+          "question": "When the camera shifts subtly in Segment 2, does the reflection update to include more of the room’s vintage decor?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt states that 'the camera subtly shifts, revealing more of the room's vintage decor,' and since the mirror reflects the scene, the reflection should also reflect the expanded view, maintaining viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:15.124199"
+          }
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the reflection correctly update when the woman turns slightly in Segment 3?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt states: 'the reflection in the mirror shows her adjusting her position,' confirming that the mirror updates its view to match her motion, demonstrating correct viewpoint tracking.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:15.124213"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_caa2aee9b61501d66e346b858f008bf700fc70c3b04c2bdb440b9474109c1290"
+  },
+  {
+    "task_id": "mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0",
+    "instance_id": "mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0.mp4",
+      "total_frames": 408,
+      "fps": 25.0,
+      "duration_sec": 16.32,
+      "reference_image_path": "inference_img/mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens in an opulent, 18th-century grand staircase adorned with intricate wrought-iron railings and ornate white plasterwork on the walls and ceiling. Three men dressed in period formal attire descend the sweeping staircase together. The man on the left wears a dark coat with light-colored breeches and white stockings, while the middle man dons a similar dark coat with a white cravat and light breeches. The man on the right also wears a dark coat and holds a small book or folder. All three have powdered wigs typical of the era. As they move closer to the camera, their faces and clothing details remain consistent, indicating no identity changes. The background features luxurious red carpeting on the stairs, elegant candelabras on side tables, and plush upholstered chairs with gold trim at the base of the staircase. The camera follows their descent, maintaining a steady focus on the trio as they navigate the grand space."
+        ],
+        "level_2": [
+          "The video begins with a wide shot of a grand, ornate staircase in an 18th-century setting. The staircase is decorated with elaborate wrought-iron railings and detailed white plasterwork on the walls and ceiling. A single figure in period attire descends the stairs, followed by two more individuals joining from a higher landing. The scene transitions to show three men descending together. The man on the left wears a dark coat with light breeches and white stockings, the middle man wears a dark coat with a white cravat and light breeches, and the man on the right wears a dark coat and holds a small book or folder. All three have powdered wigs. The camera pans slightly to follow their movement down the stairs. In the final part of this segment, the men continue their descent, approaching the camera with their faces and clothing details clearly visible against the backdrop of the luxurious interior, including red carpeting, candelabras, and upholstered chairs.",
+          "As the three men continue their descent down the grand staircase, the camera maintains a steady follow shot, capturing their movements in detail. The man on the left, wearing a dark coat with light breeches and white stockings, walks confidently alongside the middle man, who is dressed in a dark coat with a white cravat and light breeches. The man on the right, holding a small book or folder, matches their pace. The ornate wrought-iron railings and the intricate plasterwork on the walls and ceiling remain prominent in the background. The red carpeting on the stairs and the elegant candelabras and upholstered chairs at the base of the staircase are still visible, adding to the opulent atmosphere. The men's powdered wigs and formal attire are consistently detailed as they move closer to the camera.",
+          "In the final part of the video, the three men are now closer to the camera, continuing their descent down the grand staircase. The man on the left, with his dark coat, light breeches, and white stockings, leads slightly ahead, while the middle man, in his dark coat with a white cravat and light breeches, follows closely. The man on the right, holding a small book or folder, completes the trio. Their powdered wigs and formal attire remain consistent, and their faces are clearly visible as they approach. The ornate wrought-iron railings and the detailed plasterwork on the walls and ceiling continue to frame the scene, with the red carpeting, candelabras, and upholstered chairs at the base of the staircase providing a rich backdrop. The camera remains focused on the men, capturing their steady and deliberate movement down the stairs."
+        ],
+        "level_3": [
+          "The video opens with a wide shot of an opulent 18th-century grand staircase, featuring intricate wrought-iron railings and elaborate white plasterwork on the walls and ceiling. The red carpeting on the stairs adds a touch of luxury, and elegant candelabras and upholstered chairs with gold trim are visible at the base of the staircase. A single figure in period attire descends the stairs, followed by two more individuals joining from a higher landing, setting the stage for the main action.",
+          "Continuing from the previous scene, the three men dressed in period formal attire begin their descent down the grand staircase together. The man on the left wears a dark coat with light-colored breeches and white stockings, the middle man dons a similar dark coat with a white cravat and light breeches, and the man on the right wears a dark coat and holds a small book or folder. All three have powdered wigs typical of the era. The camera follows their movement, capturing the ornate details of the staircase and the luxurious surroundings.",
+          "As the men continue their descent, the camera maintains a steady follow shot, keeping them centered in the frame. The man on the left, with his dark coat, light breeches, and white stockings, walks confidently alongside the middle man, who is dressed in a dark coat with a white cravat and light breeches. The man on the right, holding a small book or folder, matches their pace. The ornate wrought-iron railings and the intricate plasterwork on the walls and ceiling remain prominent in the background, enhancing the grandeur of the setting.",
+          "The men are now closer to the camera, continuing their descent down the grand staircase. The man on the left leads slightly ahead, while the middle man follows closely, and the man on the right completes the trio. Their powdered wigs and formal attire are consistently detailed, and their faces are clearly visible as they move. The ornate wrought-iron railings and the detailed plasterwork on the walls and ceiling continue to frame the scene, with the red carpeting, candelabras, and upholstered chairs at the base of the staircase providing a rich backdrop.",
+          "In the final moments of the video, the three men are nearing the bottom of the grand staircase. The man on the left, with his dark coat, light breeches, and white stockings, leads the way, followed by the middle man in his dark coat with a white cravat and light breeches. The man on the right, holding a small book or folder, completes the trio. The camera remains focused on the men, capturing their steady and deliberate movement down the stairs, with the luxurious interior elements providing a consistent and opulent setting throughout."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Do all three men maintain the same powdered wig style throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of footwear do the men appear to be wearing?",
+          "options": [
+            "A. Boots",
+            "B. Shoes with buckles",
+            "C. Sandals",
+            "D. Slippers"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man holding the book/folder consistently visible and identifiable as the same person throughout the descent?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What color are the breeches worn by the man on the left?",
+          "options": [
+            "A. Black",
+            "B. White",
+            "C. Brown",
+            "D. Gray"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Do the men's coats remain unaltered in style and color as they descend the staircase?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Do all three men maintain the same facial features and powdered wig style throughout the descent?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:17:27.099074"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the man on the right consistently hold the small book or folder throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:17:27.099122"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are the three men consistently positioned left, middle, and right across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:17:27.099139"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "Which detail helps distinguish the man on the right from the others?",
+          "options": [
+            "A. He wears a cravat",
+            "B. He holds a small book or folder",
+            "C. He has a different colored coat",
+            "D. He walks slower"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:17:27.099145"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are the intricate details of the wrought-iron railings visible throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:17:27.099153"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Do the upholstered chairs at the base of the staircase reappear consistently when not occluded?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:17:27.099166"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0"
+  },
+  {
+    "task_id": "mem_openhumanvid_44d6e3ece41c19334478d27f8e5427e1aab2ccac195026cc492ea47bf6b0cec2",
+    "instance_id": "mem_openhumanvid_44d6e3ece41c19334478d27f8e5427e1aab2ccac195026cc492ea47bf6b0cec2",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_44d6e3ece41c19334478d27f8e5427e1aab2ccac195026cc492ea47bf6b0cec2.mp4",
+      "total_frames": 430,
+      "fps": 23.98,
+      "duration_sec": 17.93,
+      "reference_image_path": "inference_img/mem_openhumanvid_44d6e3ece41c19334478d27f8e5427e1aab2ccac195026cc492ea47bf6b0cec2_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens with a close-up of Captain Jack Sparrow, showcasing his iconic look: long, dreadlocked blonde hair adorned with beads and trinkets, a brown bandana tied around his forehead, a dark eye patch over his right eye, and a mustache and goatee. He wears layered necklaces with various pendants and a tattered brown pirate coat. As the camera slowly pulls back, Jack turns slightly to his right and begins walking towards the ship's wheel on a wooden deck filled with ropes and rigging. The background reveals other pirates in period attire, some holding weapons, while the ship's mast and sails are visible under a cloudy sky."
+        ],
+        "level_2": [
+          "The video begins with a tight close-up of Captain Jack Sparrow, highlighting his distinctive features: long, dreadlocked blonde hair decorated with beads and trinkets, a brown bandana on his forehead, a dark eye patch over his right eye, and a mustache and goatee. He is dressed in a tattered brown pirate coat and layered necklaces. The camera then starts to pull back as Jack turns slightly to his right and begins walking forward on the wooden deck of a ship. Other pirates in period clothing can be seen in the background, some armed, while the ship's mast and rigging are visible.",
+          "Continuing from the previous scene, Captain Jack Sparrow moves further onto the ship's deck, approaching the large wooden steering wheel. His long dreadlocks sway as he walks, and his layered necklaces catch the light. The camera follows him, revealing more of the bustling ship environment, including other pirates actively moving around and handling ropes. The ship's intricate rigging and masts dominate the background, set against a cloudy sky.",
+          "Finally, the camera pans upward and outward, capturing a wider view of the ship's deck. Captain Jack Sparrow is now positioned near the center, surrounded by his crew who are engaged in various activities such as climbing the rigging and preparing for action. The ship's sails are partially unfurled, and the atmosphere is tense, suggesting an impending adventure or battle. The detailed wooden structure of the ship and the dynamic movements of the crew emphasize the high-stakes setting."
+        ],
+        "level_3": [
+          "The video opens with an intense close-up of Captain Jack Sparrow, focusing on his unique appearance: long, dreadlocked blonde hair embellished with beads and trinkets, a brown bandana wrapped around his forehead, a dark eye patch covering his right eye, and a well-groomed mustache and goatee. He is adorned with multiple layered necklaces featuring various pendants and wears a tattered brown pirate coat. The background hints at a ship's deck with blurred figures of other pirates.",
+          "As the camera begins to pull back, Captain Jack Sparrow turns slightly to his right and starts walking forward across the wooden deck. His dreadlocks flow behind him, and his layered necklaces glint in the light. The surrounding area becomes clearer, revealing other pirates in period attire, some holding weapons, and the ship's intricate rigging and masts in the background.",
+          "Captain Jack Sparrow continues his movement toward the ship's large wooden steering wheel, which dominates the foreground. The camera follows him closely, capturing the details of his tattered coat and the way his dreadlocks sway with each step. The bustling activity of the crew around him becomes more apparent, with some pirates climbing the rigging and others preparing for action.",
+          "The camera angle shifts upward, providing a broader view of the ship's deck. Captain Jack Sparrow is now positioned near the center, with his crew actively engaged in various tasks. Some pirates are climbing the masts, while others handle ropes and prepare for an imminent event. The ship's sails are partially unfurled, and the cloudy sky above adds to the dramatic atmosphere.",
+          "The final segment showcases a wide shot of the ship's deck, with Captain Jack Sparrow standing prominently near the steering wheel. The crew is scattered across the deck, each member focused on their role, contributing to the sense of urgency and anticipation. The ship's intricate rigging and masts are fully visible, and the overall scene conveys a high-stakes maritime adventure."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does Captain Jack Sparrow maintain his long, dreadlocked hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the bandana tied around Captain Jack Sparrow's forehead?",
+          "options": [
+            "A. Red",
+            "B. Blue",
+            "C. Brown",
+            "D. Green"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the eye patch visible on Captain Jack Sparrow's right eye in both the close-up and wider shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does Captain Jack Sparrow maintain the same facial features throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:21.348781"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does Jack Sparrow’s tattered coat remain consistent in appearance across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:21.348827"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the dark eye patch over Jack Sparrow’s right eye remain present throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:21.348844"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the camera zoom out from a close-up to a wide view of the ship?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:21.348857"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "How does the camera move in the sequence?",
+          "options": [
+            "A. Only horizontal pan",
+            "B. Zoom out, follow, then upward pan",
+            "C. Rapid cuts",
+            "D. Static shots only"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:21.348863"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Are background elements like the ship's rigging and crew consistently revealed as the camera pulls back?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:21.348870"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_44d6e3ece41c19334478d27f8e5427e1aab2ccac195026cc492ea47bf6b0cec2"
+  },
+  {
+    "task_id": "mem_openhumanvid_45633dd44b52667f482c9693f9160021a4a837b55a4b940563d9aeacec01cf15",
+    "instance_id": "mem_openhumanvid_45633dd44b52667f482c9693f9160021a4a837b55a4b940563d9aeacec01cf15",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_45633dd44b52667f482c9693f9160021a4a837b55a4b940563d9aeacec01cf15.mp4",
+      "total_frames": 377,
+      "fps": 25.0,
+      "duration_sec": 15.08,
+      "reference_image_path": "inference_img/mem_openhumanvid_45633dd44b52667f482c9693f9160021a4a837b55a4b940563d9aeacec01cf15_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In a snowy outdoor setting, three women embrace warmly in front of a building with a staircase and informational posters. The woman on the left has long black hair, wears a black fur hat with snowflakes, and a black and white fur coat over a dark dress. The woman in the middle has short dark hair under a wide-brimmed dark blue hat, a light-colored coat, a grey scarf, and black gloves. The woman on the right has a short dark bob hairstyle, wears a beige trench coat with a belt, and black gloves. Snow gently falls as they hold each other closely, occasionally shifting positions but maintaining their identities and spatial relationships throughout the scene."
+        ],
+        "level_2": [
+          "The video begins with the three women standing close together in a snowy environment. The woman on the left, with long black hair, wears a black fur hat and a striking black and white fur coat. The woman in the middle, sporting short dark hair under a dark blue hat, is dressed in a light coat, grey scarf, and black gloves. The woman on the right, with a short dark bob, wears a beige trench coat and black gloves. They begin to embrace, with the woman on the left leaning into the center and the woman on the right wrapping her arms around both. As they move, their positions shift slightly, but their distinct clothing and features remain clear.",
+          "Continuing from the previous scene, the women maintain their embrace, with the woman on the left now more prominently visible in her black and white fur coat. The woman in the middle, wearing the dark blue hat and grey scarf, adjusts her stance slightly while still being embraced by the other two. The woman on the right, in her beige trench coat, keeps her arms wrapped around the group. The snowy backdrop and the building with stairs remain consistent, providing a stable spatial reference.",
+          "Finally, the women continue their warm embrace, with subtle movements that highlight their individuality despite the closeness. The woman on the left, with her distinctive fur coat, remains a focal point, while the woman in the middle, with her dark blue hat and grey scarf, shifts slightly to accommodate the movement. The woman on the right, in her beige trench coat, maintains her position, ensuring all three remain connected. The gentle snowfall and the background elements provide a serene and continuous setting."
+        ],
+        "level_3": [
+          "The video opens with the three women standing close together in a snowy outdoor setting. The woman on the left, with long black hair, wears a black fur hat and a black and white fur coat. The woman in the middle, with short dark hair under a dark blue hat, is dressed in a light coat, grey scarf, and black gloves. The woman on the right, with a short dark bob, wears a beige trench coat and black gloves. They are positioned in front of a building with a staircase and informational posters, with snow gently falling around them.",
+          "As the scene progresses, the women begin to embrace, with the woman on the left leaning into the center and the woman on the right wrapping her arms around both. The woman in the middle adjusts her stance slightly, accommodating the movement while maintaining her distinct appearance with the dark blue hat and grey scarf. The snowy environment and the building in the background remain consistent, providing a stable spatial context.",
+          "The embrace continues, with the women shifting positions slightly. The woman on the left, in her black and white fur coat, becomes more prominent as she leans further into the group. The woman in the middle, with her dark blue hat and grey scarf, adjusts her posture, while the woman on the right, in her beige trench coat, keeps her arms wrapped around the group. The gentle snowfall and the building with stairs remain visible, enhancing the serene atmosphere.",
+          "The women maintain their close embrace, with subtle movements that highlight their individuality. The woman on the left, with her distinctive fur coat, remains a focal point, while the woman in the middle, with her dark blue hat and grey scarf, shifts slightly to accommodate the movement. The woman on the right, in her beige trench coat, ensures all three remain connected, with the snowy backdrop and the building providing a continuous and stable setting.",
+          "In the final moments, the women continue their warm embrace, with slight adjustments in their positions. The woman on the left, with her black and white fur coat, remains a central figure, while the woman in the middle, with her dark blue hat and grey scarf, shifts slightly. The woman on the right, in her beige trench coat, maintains her position, ensuring the group remains connected. The gentle snowfall and the building with stairs provide a serene and continuous backdrop, concluding the scene with a sense of warmth and connection."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "multiple_choice",
+          "question": "What color is the scarf worn by the woman in the middle?",
+          "options": [
+            "A. Red",
+            "B. Grey",
+            "C. Blue",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "After the embrace, is the woman on the right (in the beige coat) still distinguishable by her short dark bob hairstyle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which woman is wearing a wide-brimmed dark blue hat?",
+          "options": [
+            "A. Woman on the left",
+            "B. Woman in the middle",
+            "C. Woman on the right",
+            "D. None of them"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the black glove visible on the left hand of the woman on the right throughout the entire sequence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Do all three women maintain their distinct identities throughout the embrace?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:58.669440"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the woman on the right consistently wear a beige trench coat?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:58.669486"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "What type of coat does the woman in the middle wear?",
+          "options": [
+            "A. Black and white fur coat",
+            "B. Beige trench coat",
+            "C. Light-colored coat",
+            "D. Dark dress"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:58.669493"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "Which woman adjusts her stance slightly while being embraced?",
+          "options": [
+            "A. The woman on the left",
+            "B. The woman in the middle",
+            "C. The woman on the right",
+            "D. All three"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:58.669508"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the building with the staircase remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:58.669517"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_45633dd44b52667f482c9693f9160021a4a837b55a4b940563d9aeacec01cf15"
+  },
+  {
+    "task_id": "mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5",
+    "instance_id": "mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5.mp4",
+      "total_frames": 449,
+      "fps": 25.0,
+      "duration_sec": 17.96,
+      "reference_image_path": "inference_img/mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In a dimly lit office with wooden paneling and a large map on the wall, two men are present. Man A, wearing a dark blue button-up jacket with visible buttons and sporting short dark hair and a mustache, is initially seated at a desk with a green lamp and papers. Man B, dressed in a brown three-piece suit (jacket, vest, trousers), white shirt, and a striped blue/purple tie, stands beside him. The camera follows as Man A rises from his chair and they both turn to face a window with intricate lattice designs. As they walk toward the window, Man A adjusts his collar while Man B looks out thoughtfully. The background includes a wooden chair, a filing cabinet, and soft lighting from table lamps."
+        ],
+        "level_2": [
+          "The video opens in a formal office setting where Man A, in a dark blue jacket and mustache, is seated at a desk with a green lamp and papers. Man B, in a brown three-piece suit and striped tie, stands nearby. Man A gestures slightly before standing up and turning to face the window. The camera pans to follow their movement as they walk together toward the window, which has decorative lattice panels. Man A adjusts his collar while Man B looks out pensively. The room features wooden paneling, a large map on the wall, and soft lighting from table lamps.",
+          "Continuing from the previous scene, Man A and Man B are now standing side by side near the window. Man A, still in his dark blue jacket, adjusts his collar while looking out the window. Man B, in his brown suit, also gazes outward, appearing contemplative. The camera remains steady, capturing their expressions and the intricate details of the window's lattice design. The background includes a brick column and additional table lamps, maintaining the formal atmosphere of the office.",
+          "Finally, the two men remain by the window, continuing their silent observation. Man A, with his dark blue jacket and mustache, keeps his hand near his collar, occasionally glancing around. Man B, in his brown suit and striped tie, maintains a thoughtful expression, looking out the window. The camera subtly shifts to highlight their profiles against the backdrop of the lattice windows and soft lighting, emphasizing their composed demeanor and the continuity of their interaction."
+        ],
+        "level_3": [
+          "The video begins with Man A, wearing a dark blue button-up jacket and sporting a mustache, seated at a desk in a dimly lit office. A green lamp and papers are on the desk, and a large map hangs on the wall behind him. Man B, dressed in a brown three-piece suit with a striped tie, stands beside him. The camera captures their initial positioning, focusing on the formal setting with wooden paneling and a filing cabinet in the background.",
+          "Man A rises from his chair and turns to face Man B, who remains standing. The camera follows their movement as they begin to walk toward the window. The office environment is detailed with a wooden chair, a green lamp, and soft lighting from table lamps. The transition sets the stage for their shift in focus from the desk to the window.",
+          "As they approach the window, the camera pans to capture their profiles. Man A, in his dark blue jacket, adjusts his collar while looking out the window with a thoughtful expression. Man B, in his brown suit, stands beside him, also gazing outward. The intricate lattice design of the window and the brick column outside become prominent in the frame, adding depth to the scene.",
+          "The camera continues to follow Man A and Man B as they stand by the window. Man A maintains his posture, occasionally adjusting his collar, while Man B looks out pensively. The background includes additional table lamps and the lattice windows, reinforcing the formal and contemplative atmosphere of the office.",
+          "In the final segment, the two men remain by the window, their expressions reflecting a sense of contemplation. Man A, with his dark blue jacket and mustache, keeps his hand near his collar, while Man B, in his brown suit, continues to look out thoughtfully. The camera subtly shifts to emphasize their profiles against the backdrop of the lattice windows and soft lighting, concluding the scene with a sense of quiet reflection."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does Man B's tie maintain the same blue/purple striped pattern throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of suit is Man B wearing?",
+          "options": [
+            "A. Two-piece",
+            "B. Three-piece",
+            "C. Four-piece",
+            "D. No suit"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is there any indication that either man changes his clothing or hairstyle during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does Man A wear the same dark blue button-up jacket throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:32.439464"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "Which accessory does Man B consistently wear across all segments?",
+          "options": [
+            "A. Striped blue/purple tie",
+            "B. Red scarf",
+            "C. Glasses",
+            "D. Hat"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:32.439498"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Are Man A and Man B distinguishable by their clothing and features throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:32.439511"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the office setting include a large map on the wall in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:32.439526"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera follow the characters as they move from the desk to the window?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:32.439539"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What kind of camera motion is used during the transition from desk to window?",
+          "options": [
+            "A. Zoom in",
+            "B. Pan",
+            "C. Vertical tilt",
+            "D. Static shot"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:32.439545"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is the striped blue/purple tie of Man B visible in the reflection when he looks out the window?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Man B is described as wearing a striped blue/purple tie, and he is standing close to the window with his face turned outward. The reflection should capture his full upper body, including the tie, as part of the mirrored image of the scene.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:02.271982"
+          }
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "What should be reflected in the window when the camera captures Man A adjusting his collar?",
+          "options": [
+            "A. The wooden paneling and the filing cabinet",
+            "B. The lattice design of the window itself",
+            "C. The soft lighting from the table lamps",
+            "D. The outdoor scenery beyond the window"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The reflection in the window should mirror the indoor environment behind the characters. The wooden paneling and filing cabinet are part of the office setting and would be visible in the reflection, whereas the lattice design is part of the window frame and may appear in the foreground but not as a reflection. The outdoor scenery is visible directly, not reflected.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:02.271989"
+          }
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Does the reflection show the green lamp on the desk when Man A walks toward the window?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "As Man A moves from the desk toward the window, the desk with the green lamp remains in the room. If the window reflects the interior, the lamp should be visible in the reflection when the camera angle allows it, especially during the transition from Segment 1 to Segment 2.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:02.271996"
+          }
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "If the window reflection appears in Segment 3 and again in Segment 5, does it consistently show Man A adjusting his collar?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "In both Segment 3 and Segment 5, Man A is described as keeping his hand near his collar, suggesting continuous action. The reflection should maintain this detail across time, showing consistency in the depicted behavior over the duration of the scene.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:02.272006"
+          }
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "How should the reflection change between Segment 2 and Segment 4 if the camera follows the men to the window?",
+          "options": [
+            "A. It should remain static with no changes",
+            "B. It should reflect the movement of Man A rising and walking",
+            "C. It should only show the lattice pattern",
+            "D. It should show the outdoor view instead of the interior"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "From Segment 2 to Segment 4, the men move from the desk to the window. The reflection in the window should update dynamically to reflect their movement, showing Man A rising and walking toward the window, maintaining temporal coherence with the real-world motion.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:02.272013"
+          }
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the reflection in the window show Man B's contemplative expression consistently across Segments 3 and 4?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Man B is described as looking out thoughtfully in both Segment 3 and Segment 4. Since his facial expression and posture do not change significantly, the reflection should preserve this consistent state over time.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:02.272020"
+          }
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When the camera returns to a similar position in Segment 5 as in Segment 3, does the reflection show the same content?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Since the camera returns to a comparable viewpoint and the characters’ positions and actions have not changed significantly, the reflection should remain consistent with earlier segments, showing the same spatial relationships and visual details.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:02.272033"
+          }
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "When the camera shifts to highlight the profiles of Man A and Man B against the lattice windows, what should the reflection show?",
+          "options": [
+            "A. Their backs facing the camera",
+            "B. Their faces and upper bodies in profile",
+            "C. The exterior brick column",
+            "D. The green lamp on the desk"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The camera focuses on their profiles, meaning the reflection should show their side-facing views. The reflection must match the actual orientation of the characters as seen from the camera’s new angle, capturing their facial expressions and attire correctly.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:02.272046"
+          }
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Does the reflection in the window show the correct orientation of Man B’s striped tie when the camera angle changes to a side view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt specifies that Man B wears a striped blue/purple tie, and the camera shifts to a side view. The reflection should accurately depict the tie’s position and stripe pattern from that angle, maintaining proper viewpoint alignment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:02.272053"
+          }
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "If the camera moves closer to the window in Segment 4, how should the reflection change?",
+          "options": [
+            "A. It should become clearer and show more detail of the interior",
+            "B. It should show less of the room and more of the outdoor scenery",
+            "C. It should disappear entirely",
+            "D. It should reflect only the lattice design"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Moving closer to the window increases the field of view of the reflection. The reflection should show more detailed elements of the interior, such as the map, desk, and clothing textures, due to improved resolution and proximity.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:02.272059"
+          }
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "When the camera returns to a previous position in Segment 5, is the reflection consistent with its earlier appearance in Segment 3?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Since the camera returns to a similar position and the characters remain in the same pose, the reflection should reproduce the same visual content as before, ensuring viewpoint memory consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:02.272065"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5"
+  },
+  {
+    "task_id": "mem_openhumanvid_8ae37cf1302690f05069bc82d5cc4d8502f32b3ea4fe097764698fe50147f2be",
+    "instance_id": "mem_openhumanvid_8ae37cf1302690f05069bc82d5cc4d8502f32b3ea4fe097764698fe50147f2be",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_8ae37cf1302690f05069bc82d5cc4d8502f32b3ea4fe097764698fe50147f2be.mp4",
+      "total_frames": 451,
+      "fps": 23.98,
+      "duration_sec": 18.81,
+      "reference_image_path": "inference_img/mem_openhumanvid_8ae37cf1302690f05069bc82d5cc4d8502f32b3ea4fe097764698fe50147f2be_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In an industrial setting with large stainless steel tanks and red piping, two men stand facing each other. The man on the left has dark, slightly curly hair, light stubble, and wears a dark olive-green jacket with visible buttons and pockets. The man on the right is bald, wears glasses, has a goatee, and is dressed in a dark blue or black plaid long-sleeve shirt. He holds a long-handled tool with a mesh-like scoop at the end. Throughout the video, the man on the right manipulates the tool, gesturing with it as he speaks, while the man on the left remains stationary, attentively listening. The background features control panels with illuminated buttons and gauges, and the lighting is dim with a focus on the two figures."
+        ],
+        "level_2": [
+          "The video begins with the two men standing in an industrial environment, characterized by large metallic tanks and red structural elements. The man on the left, with dark curly hair and light stubble, wears a dark olive-green jacket and listens intently. The man on the right, bald with a goatee and wearing glasses and a dark plaid shirt, holds a long-handled tool with a mesh scoop. He starts to gesture with the tool, explaining something as he moves it slightly. The camera remains steady, focusing on their interaction against the backdrop of industrial equipment.",
+          "Continuing from the initial scene, the man on the right becomes more animated with his gestures, using the tool to emphasize his points. The man on the left maintains his position, his expression shifting subtly as he processes the information. The background remains consistent, with the stainless steel tanks and control panels providing context to their discussion. The lighting continues to highlight the two figures, keeping the focus on their interaction.",
+          "In the final part of the sequence, the man on the right continues to use the tool, now pointing it towards the tank behind them, possibly indicating a specific feature or process. The man on the left nods slightly, showing understanding or agreement. The camera angle remains fixed, capturing the detailed expressions and movements of both men, with the industrial setting providing a constant, unchanging backdrop."
+        ],
+        "level_3": [
+          "The video opens with the two men positioned in an industrial facility, surrounded by large stainless steel tanks and red piping. The man on the left, sporting dark curly hair and light stubble, is dressed in a dark olive-green jacket. He stands calmly, facing the man on the right, who is bald, wears glasses, and has a goatee, dressed in a dark plaid shirt. The man on the right holds a long-handled tool with a mesh scoop, beginning to gesture with it as he speaks, drawing the attention of the other man.",
+          "As the scene progresses, the man on the right becomes more expressive with his tool, moving it in various directions to illustrate his points. His facial expressions become more animated, suggesting he is explaining something important. The man on the left remains attentive, his posture steady, occasionally nodding in response. The background, with its industrial equipment and control panels, remains unchanged, maintaining the setting's authenticity.",
+          "The interaction continues with the man on the right using the tool to point towards the large tank behind them, possibly highlighting a specific aspect of their work. His gestures are deliberate, and his tone seems to convey urgency or importance. The man on the left listens intently, his expression reflecting engagement and understanding. The camera stays focused on the two, ensuring their interaction remains the central element of the scene.",
+          "Moving into the next phase, the man on the right shifts the tool's position, now holding it closer to his body while continuing his explanation. His gestures are less expansive but remain purposeful. The man on the left maintains his stance, his gaze fixed on the other man, indicating active participation in the conversation. The industrial setting, with its metallic surfaces and red pipes, provides a consistent and immersive backdrop.",
+          "Finally, the man on the right concludes his explanation, holding the tool still as he looks directly at the man on the left. The man on the left nods slightly, signaling comprehension or agreement. The scene ends with both men standing in the same positions, the industrial environment unchanged, emphasizing the continuity and focus of their interaction throughout the video."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by the man on the right?",
+          "options": [
+            "A. Red",
+            "B. Blue",
+            "C. Black",
+            "D. Plaid (blue and black)"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the man on the right's bald head and glasses consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the man on the left change his position or orientation relative to the camera during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the man on the left maintain his dark curly hair and light stubble throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:17.978800"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man on the right continue to wear the same dark plaid long-sleeve shirt throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:17.978849"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Is the tool held by the man on the right always described as having a mesh-like scoop at the end?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:17.978864"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "How does the tool's usage change across segments?",
+          "options": [
+            "A. It disappears in Segment 4",
+            "B. It is modified to have a different head",
+            "C. It is consistently used with gestures and pointing",
+            "D. It is dropped and not picked up again"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:17.978870"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_8ae37cf1302690f05069bc82d5cc4d8502f32b3ea4fe097764698fe50147f2be"
+  },
+  {
+    "task_id": "mem_openhumanvid_648172ff667b555bdbe841c37896d863b957129f8ba0f72df65ef44490d1d632",
+    "instance_id": "mem_openhumanvid_648172ff667b555bdbe841c37896d863b957129f8ba0f72df65ef44490d1d632",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_648172ff667b555bdbe841c37896d863b957129f8ba0f72df65ef44490d1d632.mp4",
+      "total_frames": 462,
+      "fps": 25.0,
+      "duration_sec": 18.48,
+      "reference_image_path": "inference_img/mem_openhumanvid_648172ff667b555bdbe841c37896d863b957129f8ba0f72df65ef44490d1d632_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens with a close-up shot of a woman seated in a dimly lit room, her face softly illuminated by ambient light. She has medium-length dark hair pulled back, revealing her delicate features. She is wearing a light-colored floral short-sleeve dress with a subtle pattern, a thin gold necklace with a small pendant, and a ring on her left ring finger. A beige handbag rests on her lap. Initially, she appears contemplative, looking down at the handbag. She then reaches into the bag and retrieves a smartphone, which she holds in her right hand. The background is blurred, but hints of warm, muted colors suggest a cozy, intimate setting. She brings the phone to her ear and begins a conversation, her expression shifting subtly as she listens and speaks."
+        ],
+        "level_2": [
+          "The video begins with a close-up of a woman seated in a dimly lit room, her face softly illuminated. She has medium-length dark hair pulled back, wearing a light-colored floral short-sleeve dress with a subtle pattern, a thin gold necklace with a small pendant, and a ring on her left ring finger. A beige handbag rests on her lap. She appears contemplative, looking down at the handbag. In the next segment, she reaches into the bag and retrieves a smartphone, holding it in her right hand. The final segment shows her bringing the phone to her ear, beginning a conversation. Her expression changes slightly as she engages in the call, indicating attentiveness and involvement in the conversation."
+        ],
+        "level_3": [
+          "The video opens with a close-up shot of a woman seated in a dimly lit room, her face softly illuminated by ambient light. She has medium-length dark hair pulled back, revealing her delicate features. She is wearing a light-colored floral short-sleeve dress with a subtle pattern, a thin gold necklace with a small pendant, and a ring on her left ring finger. A beige handbag rests on her lap. Initially, she appears contemplative, looking down at the handbag.",
+          "Continuing from the previous scene, the woman reaches into the beige handbag resting on her lap and retrieves a smartphone. She holds the phone in her right hand, examining it briefly before preparing to make a call.",
+          "The woman brings the smartphone to her ear, beginning a conversation. Her expression shifts subtly as she listens and speaks, indicating attentiveness and involvement in the discussion. The background remains blurred, maintaining the intimate atmosphere.",
+          "As the conversation continues, her facial expressions change slightly, reflecting her engagement and emotional response to the dialogue. The lighting remains consistent, highlighting her features and the details of her attire.",
+          "Finally, the woman maintains her focus on the conversation, her posture steady and her expression thoughtful. The beige handbag remains on her lap, and the overall ambiance of the room stays warm and subdued, emphasizing the personal nature of the interaction."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman pick up a phone from off-screen to make a call?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the phone the woman uses for the call?",
+          "options": [
+            "A. Silver",
+            "B. Gold",
+            "C. Rose Gold",
+            "D. Black"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the phone visible in the woman's hand throughout the entire call?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which accessory remains consistently visible on the woman's left hand during the call?",
+          "options": [
+            "A. Ring",
+            "B. Bracelet",
+            "C. Watch",
+            "D. Necklace"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman’s floral dress remain visible throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:21:09.859680"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Is the beige handbag present on the woman’s lap in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:21:09.859738"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "What happens to the handbag when the woman reaches into it?",
+          "options": [
+            "A. It disappears from view",
+            "B. It remains on her lap",
+            "C. It changes color",
+            "D. It transforms into another object"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:21:09.859745"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the handbag reappear in its original form after being partially occluded?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:21:09.859754"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the background remain consistent across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:21:09.859768"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_648172ff667b555bdbe841c37896d863b957129f8ba0f72df65ef44490d1d632"
+  },
+  {
+    "task_id": "mem_openhumanvid_e49eaf7fb50ac654a3b5f1f1ec97b36bce3174aa741015475573ce357ca8bb5d",
+    "instance_id": "mem_openhumanvid_e49eaf7fb50ac654a3b5f1f1ec97b36bce3174aa741015475573ce357ca8bb5d",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_e49eaf7fb50ac654a3b5f1f1ec97b36bce3174aa741015475573ce357ca8bb5d.mp4",
+      "total_frames": 386,
+      "fps": 25.0,
+      "duration_sec": 15.44,
+      "reference_image_path": "inference_img/mem_openhumanvid_e49eaf7fb50ac654a3b5f1f1ec97b36bce3174aa741015475573ce357ca8bb5d_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens with a close-up shot of a man in a green pinstripe suit jacket and white shirt, seated on a striped armchair. He has short black hair and wears a silver wristwatch on his left wrist. In his right hand, he holds a silver-colored handgun, which he manipulates while looking down at it. A woman with curly dark hair, wearing a sleeveless pink top, leans closely against him, her head resting near his shoulder as she appears to whisper or speak softly to him. The background features a light-colored wall and the armchair's vertical striped pattern. The camera remains steady, focusing on the interaction between the two individuals and the man's handling of the gun."
+        ],
+        "level_2": [
+          "The video begins with the man in the green pinstripe suit seated on a striped armchair, holding a silver-colored handgun in his right hand. His short black hair and silver wristwatch are clearly visible. The woman in the pink sleeveless top leans into him, her head near his shoulder as if speaking to him. The man looks down at the gun, manipulating it slightly while maintaining a calm expression. The background remains consistent with a light-colored wall and the armchair's vertical stripes. The camera stays focused on the pair, capturing their subtle movements and the tension in the scene.",
+          "Continuing from the previous scene, the man in the green suit continues to hold the handgun, now raising it slightly as if preparing to use it. His gaze shifts from the gun to the woman beside him, who remains close, her head still near his shoulder. The man's expression becomes more serious, and he seems to be communicating with the woman, possibly giving instructions. The camera angle remains steady, emphasizing the interaction between the two and the growing intensity of the situation.",
+          "Finally, the man in the green suit maintains his grip on the handgun, now pointing it slightly forward. The woman in the pink top continues to lean against him, her proximity suggesting a deep connection or dependency. The man's expression is firm, and he appears to be speaking to the woman, who listens intently. The background remains unchanged, with the striped armchair and light-colored wall providing a stable setting. The camera remains focused on the pair, highlighting the final moments of their interaction."
+        ],
+        "level_3": [
+          "The video opens with a close-up of a man in a green pinstripe suit jacket and white shirt, seated on a striped armchair. He has short black hair and wears a silver wristwatch on his left wrist. In his right hand, he holds a silver-colored handgun, which he examines closely. A woman with curly dark hair, wearing a sleeveless pink top, leans against him, her head near his shoulder as if whispering to him. The background features a light-colored wall and the armchair's vertical stripes. The camera remains steady, focusing on the man's hands and the woman's proximity.",
+          "As the scene progresses, the man in the green suit continues to manipulate the handgun in his right hand, his fingers adjusting its position. His gaze remains fixed on the weapon, and his expression is calm but focused. The woman beside him remains close, her head still near his shoulder, suggesting an intimate or tense moment. The camera angle stays consistent, capturing the subtle movements of the man's hands and the woman's slight shifts in posture.",
+          "The man in the green suit raises the handgun slightly, his right hand gripping it firmly. His eyes shift from the gun to the woman beside him, who continues to lean against him. The man's expression becomes more serious, and he appears to be speaking to the woman, possibly giving instructions. The woman listens intently, her head still near his shoulder. The background remains unchanged, with the striped armchair and light-colored wall providing a stable setting.",
+          "The man in the green suit maintains his grip on the handgun, now pointing it slightly forward. His expression is firm, and he continues to communicate with the woman beside him, who remains close, her head near his shoulder. The woman listens attentively, her body language suggesting a deep connection or dependency. The camera remains focused on the pair, emphasizing the intensity of the moment.",
+          "In the final moments of the video, the man in the green suit keeps the handgun pointed slightly forward, his right hand steady. The woman in the pink top continues to lean against him, her head near his shoulder, indicating a sense of trust or reliance. The man's expression remains serious, and he appears to be speaking to the woman, who listens intently. The background remains consistent, with the striped armchair and light-colored wall providing a stable setting. The camera stays focused on the pair, capturing the culmination of their interaction."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man continue to hold the same silver-colored handgun throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the man's left wristwatch visible in all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "How does the man manipulate the handgun?",
+          "options": [
+            "A. He rotates it in his hand",
+            "B. He points it upwards",
+            "C. He adjusts the grip and aims it",
+            "D. He hides it under his jacket"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the man's facial expression change from neutral to serious while handling the gun?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man maintain the same short black hair throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:21:05.625783"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Is the handgun consistently described as silver-colored across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:21:05.625830"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Is the silver wristwatch mentioned in both Level 1 and Level 3 prompts?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:21:05.625845"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the background remain consistent across all five segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:21:05.625860"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_e49eaf7fb50ac654a3b5f1f1ec97b36bce3174aa741015475573ce357ca8bb5d"
+  },
+  {
+    "task_id": "mem_openhumanvid_e4d23edb0f34bdd2c5f7282819eec3d83ff0a11016abed20074b8dfdd892b67e",
+    "instance_id": "mem_openhumanvid_e4d23edb0f34bdd2c5f7282819eec3d83ff0a11016abed20074b8dfdd892b67e",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_e4d23edb0f34bdd2c5f7282819eec3d83ff0a11016abed20074b8dfdd892b67e.mp4",
+      "total_frames": 396,
+      "fps": 25.0,
+      "duration_sec": 15.84,
+      "reference_image_path": "inference_img/mem_openhumanvid_e4d23edb0f34bdd2c5f7282819eec3d83ff0a11016abed20074b8dfdd892b67e_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video depicts two men dressed in traditional attire standing near an old stone well in a courtyard with red walls adorned with intricate gray and gold patterns. Both men have long dark hair tied back. They wear matching blue long-sleeved shirts, dark gray vests, black loose-fitting pants, and black flat shoes. One man wears white cloth gloves on his left hand, while the other holds a small bundle of sticks or twigs. The scene begins with them facing each other, seemingly engaged in conversation. The man holding the bundle gestures slightly as they talk. Eventually, the man without gloves exits the frame to the right, leaving the other man alone. He then sits down on the edge of the well, looking contemplative."
+        ],
+        "level_2": [
+          "The video opens with two men in traditional attire standing near a stone well in a courtyard with red walls featuring ornate gray and gold designs. Both men have long dark hair tied back and are dressed in blue long-sleeved shirts, gray vests, black pants, and black flat shoes. One man wears white gloves on his left hand, while the other holds a small bundle of sticks. They face each other, appearing to converse, with the man holding the bundle gesturing subtly. As the interaction continues, the man without gloves turns and walks out of the frame to the right. The remaining man stands for a moment, then moves to sit on the edge of the well, looking down thoughtfully.",
+          "Continuing from the previous scene, the man who was left alone by the well now sits down on its edge. He is still wearing his blue shirt, gray vest, black pants, and black shoes, with the white glove visible on his left hand. His posture suggests he is reflecting or waiting. The background remains consistent, with the red wall and decorative patterns clearly visible. The camera remains steady, focusing on the man as he settles into a seated position.",
+          "Finally, the man remains seated on the edge of the well, looking down at the ground. His posture is relaxed but thoughtful, with his hands resting on his lap. The white glove on his left hand is still prominent. The surrounding environment, including the stone well and the red wall with intricate designs, remains unchanged. The lighting is natural, suggesting it is daytime, and the overall atmosphere is calm and reflective."
+        ],
+        "level_3": [
+          "The video begins with two men in traditional attire standing near a stone well in a courtyard. The man on the left wears white gloves on his left hand and holds a small bundle of sticks, while the man on the right has no gloves and appears to be listening. Both are dressed in blue shirts, gray vests, black pants, and black shoes. They face each other, seemingly engaged in a quiet conversation. The background features a red wall with ornate gray and gold patterns, and the well is made of weathered stone.",
+          "As the conversation continues, the man without gloves gestures slightly with his free hand while speaking. The man holding the bundle listens attentively, nodding occasionally. The setting remains the same, with the stone well and red wall providing a static backdrop. The camera remains focused on the two men, capturing their subtle movements and expressions.",
+          "The man without gloves then turns and walks out of the frame to the right, leaving the other man alone by the well. The man who remains looks down briefly, then begins to move toward the well's edge. The camera follows his movement slightly, maintaining focus on him as he approaches the well.",
+          "The man sits down on the edge of the well, his posture relaxed but contemplative. He looks down at the ground, his hands resting on his lap. The white glove on his left hand is still visible, and his blue shirt and gray vest remain unchanged. The background, including the red wall and decorative patterns, stays consistent throughout.",
+          "Finally, the man remains seated on the edge of the well, looking down thoughtfully. His body language suggests he is reflecting or waiting. The camera remains steady, capturing the serene and contemplative mood of the scene. The stone well and red wall with intricate designs continue to frame the shot, emphasizing the peaceful atmosphere."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "After the man with the bundle of sticks exits the frame, does the remaining man retain his white glove on his left hand?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the shirts worn by both men?",
+          "options": [
+            "A. Red",
+            "B. Blue",
+            "C. Gray",
+            "D. Black"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the man who sits down on the well's edge still have the same hairstyle as before?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the main accessory visible on one of the men?",
+          "options": [
+            "A. A hat",
+            "B. A watch",
+            "C. White gloves",
+            "D. A necklace"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the bundle of sticks or twigs still visible in the hands of the man who exited the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the man who remains by the well after the other leaves have white gloves on his left hand?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:25.649630"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which man is described as holding a bundle of sticks?",
+          "options": [
+            "A. The man with gloves",
+            "B. The man without gloves",
+            "C. Both men",
+            "D. Neither man"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:25.649664"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the man sitting on the well still wear his blue shirt and gray vest?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:25.649677"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What color are the pants worn by both men?",
+          "options": [
+            "A. Gray",
+            "B. Black",
+            "C. Blue",
+            "D. Brown"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:25.649684"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is the bundle of sticks still held by the man after he exits the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:25.649693"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which accessory is retained by the man who stays at the well?",
+          "options": [
+            "A. Bundle of sticks",
+            "B. White glove",
+            "C. Both",
+            "D. Neither"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:25.649700"
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Does the red wall with ornate patterns remain visible in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:25.649707"
+        },
+        {
+          "question_id": "13",
+          "type": "multiple_choice",
+          "question": "What is the primary material of the well?",
+          "options": [
+            "A. Wood",
+            "B. Metal",
+            "C. Weathered stone",
+            "D. Brick"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:25.649725"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_e4d23edb0f34bdd2c5f7282819eec3d83ff0a11016abed20074b8dfdd892b67e"
+  },
+  {
+    "task_id": "mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2",
+    "instance_id": "mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2.mp4",
+      "total_frames": 365,
+      "fps": 24.0,
+      "duration_sec": 15.21,
+      "reference_image_path": "inference_img/mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens in a bright, modern hallway with white walls and large arched doorways. A group of elegantly dressed individuals is walking towards the camera. In the foreground, a woman in an orange and black vertically striped off-shoulder jumpsuit, paired with black high-heeled sandals and large hoop earrings, turns her back to the camera as she walks. She then stops, turns around to face a man in a pink suit, and they shake hands. Another woman in a leopard print top and white pants stands nearby, observing the interaction. As the scene progresses, more people join the group, including a woman in a black lace dress holding a white folder and a man in a purple outfit. The background features tall black vases and a well-lit interior space with shelves displaying various items."
+        ],
+        "level_2": [
+          "The video begins with a group of people walking down a bright, modern hallway. The focus is on a woman wearing an orange and black vertically striped off-shoulder jumpsuit, black high-heeled sandals, and large hoop earrings. She initially walks away from the camera, then turns around to greet a man in a pink suit. They shake hands as another woman in a leopard print top and white pants stands beside them. The camera follows their movement as they stop and engage in conversation. In the background, other individuals begin to appear, including a woman in a black lace dress holding a white folder and a man in a purple outfit.",
+          "Continuing from the previous scene, the group remains in the same bright hallway. The woman in the orange and black striped jumpsuit continues to interact with the man in the pink suit, gesturing with her hand as they converse. The woman in the leopard print top and white pants remains by their side, observing the exchange. The camera angle shifts slightly to include more of the background, where additional people are entering the scene, including a woman in a black lace dress and a man in a purple outfit. The atmosphere is formal and elegant, with the group appearing to be engaged in a significant discussion.",
+          "Finally, the scene concludes with the group still gathered in the hallway. The woman in the orange and black striped jumpsuit is now facing the camera directly, continuing her conversation with the man in the pink suit. The woman in the leopard print top and white pants stands close by, while the woman in the black lace dress and the man in the purple outfit are positioned further back, observing the interaction. The camera remains steady, capturing the formal and composed demeanor of all individuals. The background remains consistent, with tall black vases and a well-lit interior space visible throughout."
+        ],
+        "level_3": [
+          "The video opens with a group of elegantly dressed individuals walking down a bright, modern hallway. The camera focuses on a woman wearing an orange and black vertically striped off-shoulder jumpsuit, black high-heeled sandals, and large hoop earrings. She walks away from the camera, then turns around to greet a man in a pink suit. The hallway is adorned with tall black vases and features a well-lit interior space with shelves displaying various items in the background.",
+          "As the scene progresses, the woman in the orange and black striped jumpsuit shakes hands with the man in the pink suit. Another woman, dressed in a leopard print top and white pants, stands beside them, observing the interaction. The camera follows their movement, capturing the formal and composed demeanor of the group. In the background, other individuals begin to appear, including a woman in a black lace dress holding a white folder.",
+          "The group continues to gather in the hallway, with the woman in the orange and black striped jumpsuit engaging in conversation with the man in the pink suit. The woman in the leopard print top and white pants remains by their side, while the woman in the black lace dress and the man in the purple outfit are now more prominently visible in the background. The camera angle shifts slightly to include these new arrivals, maintaining the formal and elegant atmosphere of the scene.",
+          "The interaction between the woman in the orange and black striped jumpsuit and the man in the pink suit continues, with the woman gesturing as they converse. The woman in the leopard print top and white pants stands close by, while the woman in the black lace dress and the man in the purple outfit observe the exchange. The background remains consistent, with the tall black vases and well-lit interior space providing a sophisticated setting.",
+          "The scene concludes with the group still gathered in the hallway. The woman in the orange and black striped jumpsuit faces the camera directly, continuing her conversation with the man in the pink suit. The woman in the leopard print top and white pants stands close by, while the woman in the black lace dress and the man in the purple outfit are positioned further back, observing the interaction. The camera remains steady, capturing the formal and composed demeanor of all individuals, with the background elements remaining consistent throughout."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman in the orange and black striped outfit maintain the same hairstyle (long dark hair tied back) before and after turning around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the jumpsuit worn by the main person in the video?",
+          "options": [
+            "A. Orange",
+            "B. Black",
+            "C. White",
+            "D. Pink"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the large hoop earrings visible on the woman's ears both before and after she turns around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of footwear is the woman wearing in the video?",
+          "options": [
+            "A. Sandals",
+            "B. High heels",
+            "C. Sneakers",
+            "D. Flats"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the pattern on the woman's jumpsuit (orange and black stripes) remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the woman in the orange and black striped jumpsuit maintain her identity when she turns to face the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:49.412706"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the challenge in maintaining the woman's identity across segments?",
+          "options": [
+            "A. Her clothing changes color",
+            "B. She disappears and reappears",
+            "C. Her orientation changes significantly",
+            "D. She is replaced by another person"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:49.412751"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the woman in the striped jumpsuit wear the same outfit throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:49.412763"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What aspect of the woman’s attire must remain unchanged for consistency?",
+          "options": [
+            "A. Hair color",
+            "B. Striped pattern and accessories",
+            "C. Shoe brand",
+            "D. Makeup style"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:49.412770"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are the individuals in the group distinguishable by their clothing and positioning?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:49.412786"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which individual is consistently observed standing beside the main pair?",
+          "options": [
+            "A. Woman in black lace dress",
+            "B. Man in purple outfit",
+            "C. Woman in leopard print top",
+            "D. Woman in striped jumpsuit"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:49.412794"
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Do the tall black vases appear in every segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:49.412802"
+        },
+        {
+          "question_id": "13",
+          "type": "multiple_choice",
+          "question": "Which background element must persist across all segments to ensure consistency?",
+          "options": [
+            "A. A moving light source",
+            "B. Tall black vases",
+            "C. Changing wall colors",
+            "D. Animated shelves"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:49.412808"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2"
+  },
+  {
+    "task_id": "mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53",
+    "instance_id": "mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53.mp4",
+      "total_frames": 894,
+      "fps": 50.0,
+      "duration_sec": 17.88,
+      "reference_image_path": "inference_img/mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In a well-lit indoor setting, an adult male wearing a brown t-shirt and glasses stands observing two children in matching yellow polo shirts. The boy gestures animatedly towards a poster on the wall, engaging in a conversation with the girl beside him. The adult remains attentive, occasionally nodding, while the children appear to be explaining or discussing the content of the poster. The background features a potted plant and hanging bags, adding to the casual, educational atmosphere."
+        ],
+        "level_2": [
+          "The scene opens with the adult male standing to the left, hands clasped, as he looks down at the two children. The boy, positioned in the center, begins to speak and gesture towards the poster, drawing the girl's attention. The girl, on the right, listens intently, her expression focused. The adult maintains his posture, observing the interaction between the children.",
+          "As the boy continues to explain, pointing at specific parts of the poster, the girl turns her head slightly to follow his gestures. The adult shifts his gaze between the children and the poster, showing interest in their discussion. The environment remains consistent, with the posters and decorations providing context to their interaction.",
+          "The boy becomes more animated, using both hands to emphasize his points, while the girl nods subtly, indicating understanding. The adult leans slightly forward, appearing more engaged. The camera remains steady, capturing the dynamic exchange between the three individuals."
+        ],
+        "level_3": [
+          "The video begins with the adult male standing on the left, wearing a brown t-shirt and glasses, hands clasped. To his right are two children in yellow polo shirts. The boy starts speaking and gesturing towards a poster on the wall, while the girl stands beside him, listening attentively. The background includes a potted plant and hanging bags, suggesting a casual, educational setting.",
+          "The boy continues to point at the poster, explaining something to the girl. The girl turns her head to look at the poster as well, her expression showing curiosity. The adult male watches them, occasionally nodding, maintaining a calm and observant demeanor. The lighting is consistent, highlighting the details of their clothing and the poster.",
+          "The boy becomes more expressive, using hand gestures to emphasize his points. The girl listens closely, her head slightly tilted, indicating engagement. The adult male shifts his weight slightly, leaning forward to get a better view of the poster. The camera angle remains fixed, focusing on the interaction between the three.",
+          "The boy continues to gesture towards different parts of the poster, explaining its content to the girl. The girl nods and looks at the poster, absorbing the information. The adult male remains attentive, his gaze alternating between the children and the poster. The background elements, including the plant and bags, remain unchanged.",
+          "The boy concludes his explanation, still pointing at the poster, while the girl looks thoughtful, possibly processing what she has learned. The adult male smiles faintly, showing approval or amusement. The scene ends with the three individuals still engaged in their discussion, the poster serving as the focal point of their interaction."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the adult male's hair color remain consistent?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the adult male consistently wearing glasses?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the adult male's t-shirt color remain unchanged?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the watch on the adult male's left wrist consistently visible?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the adult male maintain a similar posture throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "openhumanvid_full_regen",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53"
+  },
+  {
+    "task_id": "mem_openhumanvid_be4fb95cc857fd79d91412b4ec979e8e80042522930bd26b6cb3adccdff3b38f",
+    "instance_id": "mem_openhumanvid_be4fb95cc857fd79d91412b4ec979e8e80042522930bd26b6cb3adccdff3b38f",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_be4fb95cc857fd79d91412b4ec979e8e80042522930bd26b6cb3adccdff3b38f.mp4",
+      "total_frames": 392,
+      "fps": 25.0,
+      "duration_sec": 15.68,
+      "reference_image_path": "inference_img/mem_openhumanvid_be4fb95cc857fd79d91412b4ec979e8e80042522930bd26b6cb3adccdff3b38f_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "Two individuals dressed in flowing white attire stand on a small wooden raft floating serenely on a calm river. The backdrop features lush green trees and towering rocky cliffs, creating a tranquil and picturesque scene. The camera slowly zooms out, revealing more of the expansive natural environment, before transitioning to a close-up shot of one person's foot stepping onto the raft, surrounded by scattered petals."
+        ],
+        "level_2": [
+          "The scene opens with two figures in white garments standing still on a narrow wooden raft in the middle of a still river. The surrounding landscape is rich with dense green foliage and rugged cliffs rising majestically in the background. The water reflects the serene environment, enhancing the peaceful atmosphere. As the camera gradually pulls back, the vastness of the natural setting becomes more apparent.",
+          "The two individuals remain motionless on the raft, their white clothing contrasting with the dark water and vibrant greenery. The camera continues its slow retreat, emphasizing the isolation and harmony of the scene. The reflection of the cliffs and trees in the water adds depth and symmetry to the composition.",
+          "The perspective shifts dramatically as the camera moves closer to the raft, focusing on the details of the environment. The final frame captures a close-up of one individual's foot, clad in a soft, gray boot, gently stepping onto the raft amidst a scattering of delicate petals."
+        ],
+        "level_3": [
+          "The video begins with a wide shot of two people in white robes standing on a small wooden raft centered in a calm river. The river is flanked by dense green trees and backed by imposing rocky cliffs. The water is so still that it mirrors the surrounding scenery perfectly, creating a sense of tranquility and timelessness.",
+          "As the camera slowly zooms out, the full scope of the natural setting is revealed. The lush greenery and towering cliffs dominate the background, while the raft remains the focal point in the center of the frame. The stillness of the water enhances the reflective quality, doubling the beauty of the landscape.",
+          "The camera continues its gradual retreat, further emphasizing the vastness of the environment. The two figures on the raft remain unchanged, their white attire standing out against the darker tones of the water and the greenery. The reflection in the water becomes more prominent, adding a layer of visual complexity.",
+          "The scene transitions smoothly as the camera moves closer to the raft, shifting focus from the broader landscape to the details of the immediate surroundings. The water's surface is now visible, showing subtle ripples and the gentle movement of the raft.",
+          "In the final segment, the camera focuses tightly on one individual's foot, clad in a soft gray boot, as it steps onto the raft. The ground is covered with scattered petals, adding a delicate and ethereal touch to the scene. The close-up shot highlights the texture of the boot and the softness of the petals, concluding the video with a sense of intimacy and detail."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Do the two individuals maintain their positions on the raft across different frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is there any noticeable change in the clothing of the individuals between the initial and subsequent frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Do the individuals appear to be the same people throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Are there any changes in the posture or stance of the individuals that suggest a different person?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Do the visual features of the individuals, such as clothing and position, remain consistent when transitioning from wide shots to close-ups?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "openhumanvid_full_regen",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_be4fb95cc857fd79d91412b4ec979e8e80042522930bd26b6cb3adccdff3b38f"
+  },
+  {
+    "task_id": "mem_openhumanvid_d5e1d57e200d8bffefcba4adcc12e630e32e76d77bcca75e6df4b07bec375183",
+    "instance_id": "mem_openhumanvid_d5e1d57e200d8bffefcba4adcc12e630e32e76d77bcca75e6df4b07bec375183",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_d5e1d57e200d8bffefcba4adcc12e630e32e76d77bcca75e6df4b07bec375183.mp4",
+      "total_frames": 433,
+      "fps": 25.0,
+      "duration_sec": 17.32,
+      "reference_image_path": "inference_img/mem_openhumanvid_d5e1d57e200d8bffefcba4adcc12e630e32e76d77bcca75e6df4b07bec375183_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens with a close-up of a man's hands as he handles a legal document titled 'AGREEMENT BETWEEN BRISTOL & AVON CONSTABULARY AND CHRISTIAN TAYLOR.' The document is marked 'RESTRICTED' and contains detailed text about an agreement involving cooperation in police investigations. The man, wearing a gray long-sleeved sweatshirt under a blue sleeveless vest, uses a black pen to point at specific sections of the document. As the camera slowly pulls back, his face comes into view; he is wearing a black durag with strings hanging down, has a beard and mustache, and maintains a serious expression while looking directly at the camera. The setting appears to be a sterile, institutional room with light-colored walls, a window, and some posters or notices on the wall in the background."
+        ],
+        "level_2": [
+          "The video begins with a close-up shot of a man's hands holding and pointing to a legal document labeled 'AGREEMENT BETWEEN BRISTOL & AVON CONSTABULARY AND CHRISTIAN TAYLOR.' The document is filled with dense text and marked 'RESTRICTED.' The man, dressed in a gray long-sleeved sweatshirt and a blue sleeveless vest, uses a black pen to highlight specific parts of the agreement. The camera then starts to pull back, revealing more of the man's upper body and eventually his face. He is wearing a black durag with strings hanging down, has a neatly trimmed beard and mustache, and looks directly at the camera with a serious and contemplative expression.",
+          "As the camera continues to pull back, the man's full upper body becomes visible. He is seated in what appears to be an institutional setting, possibly a police station or interrogation room, with light-colored walls, a window, and some posters or notices on the wall in the background. His attire remains consistent: a gray long-sleeved sweatshirt under a blue sleeveless vest, and a black durag with strings hanging down. He holds the black pen in his right hand, resting it on the document, and maintains a focused gaze towards the camera.",
+          "The final segment shows the man from the chest up, with the camera now fully revealing his face. He wears a black durag with strings hanging down, a gray long-sleeved sweatshirt, and a blue sleeveless vest. His facial features, including his beard and mustache, are clearly visible. He looks directly at the camera with a serious expression, occasionally glancing down at the document in front of him. The background remains consistent, showing the institutional setting with light-colored walls, a window, and some posters or notices on the wall."
+        ],
+        "level_3": [
+          "The video opens with a close-up shot of a man's hands as he holds and points to a legal document titled 'AGREEMENT BETWEEN BRISTOL & AVON CONSTABULARY AND CHRISTIAN TAYLOR.' The document is marked 'RESTRICTED' and contains detailed text about an agreement involving cooperation in police investigations. The man, wearing a gray long-sleeved sweatshirt under a blue sleeveless vest, uses a black pen to highlight specific sections of the agreement. The camera is initially focused on the document and his hands, capturing the texture of the paper and the details of the text.",
+          "As the camera begins to pull back, more of the man's upper body becomes visible. He is seated at a table, and his attire is revealed: a gray long-sleeved sweatshirt under a blue sleeveless vest, and a black durag with strings hanging down. His hands continue to hold the document and the black pen, and he appears to be carefully examining the text. The background starts to come into view, showing a light-colored wall with a window and some posters or notices on the wall.",
+          "The camera continues to pull back, revealing the man's full upper body and part of his face. He is seated in what appears to be an institutional setting, possibly a police station or interrogation room, with light-colored walls, a window, and some posters or notices on the wall in the background. His attire remains consistent: a gray long-sleeved sweatshirt under a blue sleeveless vest, and a black durag with strings hanging down. He holds the black pen in his right hand, resting it on the document, and maintains a focused gaze towards the camera.",
+          "The camera now focuses on the man's face as it pulls back further. He is wearing a black durag with strings hanging down, a gray long-sleeved sweatshirt, and a blue sleeveless vest. His facial features, including his beard and mustache, are clearly visible. He looks directly at the camera with a serious expression, occasionally glancing down at the document in front of him. The background remains consistent, showing the institutional setting with light-colored walls, a window, and some posters or notices on the wall.",
+          "In the final segment, the man maintains his serious expression, looking directly at the camera. His attire and accessories remain unchanged: a black durag with strings hanging down, a gray long-sleeved sweatshirt, and a blue sleeveless vest. The camera angle provides a clear view of his face and upper body, with the institutional setting in the background remaining consistent. The lighting is soft, highlighting his facial features and the details of his clothing."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man wearing the black durag have the same facial hair (beard and mustache) visible in both the close-up of the document and the full-face shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the vest worn by the main person in the video?",
+          "options": [
+            "A. Gray",
+            "B. Blue",
+            "C. Black",
+            "D. Red"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man holding the same black pen in his right hand throughout the sequence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of headwear does the man wear in the video?",
+          "options": [
+            "A. Baseball cap",
+            "B. Bandana",
+            "C. Durag",
+            "D. Hat"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's clothing (gray sweatshirt under a blue vest) remain unchanged from the moment he is partially shown to when the full-face shot is revealed?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the man’s facial identity remain consistent as the camera pulls back?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:59.658350"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the man’s facial features across all segments?",
+          "options": [
+            "A. Beard and mustache are present throughout",
+            "B. Facial hair changes from segment 1 to 5",
+            "C. He wears glasses in later segments",
+            "D. His beard is trimmed differently in each segment"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:59.658386"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the man’s clothing change between segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:59.658398"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What is the correct combination of clothing items worn by the man?",
+          "options": [
+            "A. Gray shirt and red vest",
+            "B. Blue shirt and gray vest",
+            "C. Gray long-sleeved sweatshirt under a blue sleeveless vest",
+            "D. Black shirt and blue jacket"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:59.658406"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is the black pen visible in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:59.658414"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "What accessory is consistently described on the man’s head?",
+          "options": [
+            "A. Hat",
+            "B. Bandana",
+            "C. Black durag with strings hanging down",
+            "D. Cap"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:59.658421"
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Does the camera perform a continuous zoom-out from close-up to wide shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:59.658429"
+        },
+        {
+          "question_id": "13",
+          "type": "multiple_choice",
+          "question": "How does the camera movement affect the visibility of the man’s face?",
+          "options": [
+            "A. The face is revealed gradually as the camera pulls back",
+            "B. The face appears suddenly in the final segment",
+            "C. The face is hidden throughout",
+            "D. The camera pans left to reveal the face"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:59.658435"
+        },
+        {
+          "question_id": "14",
+          "type": "binary",
+          "question": "Are background elements like the window and posters revealed consistently as the camera pulls back?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:59.658442"
+        },
+        {
+          "question_id": "15",
+          "type": "multiple_choice",
+          "question": "What happens to the background as the camera pulls back?",
+          "options": [
+            "A. It becomes blurry",
+            "B. It remains hidden",
+            "C. It is revealed gradually and consistently",
+            "D. It changes color"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:59.658449"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_d5e1d57e200d8bffefcba4adcc12e630e32e76d77bcca75e6df4b07bec375183"
+  },
+  {
+    "task_id": "mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067",
+    "instance_id": "mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067.mp4",
+      "total_frames": 410,
+      "fps": 23.98,
+      "duration_sec": 17.1,
+      "reference_image_path": "inference_img/mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A man with blonde hair, wearing sunglasses, a yellow Hawaiian shirt over a white 'CHAMPION' t-shirt, blue jeans, and a brown tool belt, walks confidently across a sloped roof. The camera follows him from a high angle, gradually zooming in as he moves towards the edge of the roof near a large, tilted antenna structure. Surrounded by lush green trees and bushes, the bright sunlight casts sharp shadows, highlighting his casual yet purposeful demeanor. As he reaches the antenna, he pauses briefly before removing his shirt, revealing a toned torso."
+        ],
+        "level_2": [
+          "The man begins walking across the roof, moving steadily toward the camera. The roof is covered in light gray shingles, and the background is filled with dense green foliage. The camera maintains a high-angle shot, slowly panning to keep him centered as he approaches the large, metallic antenna structure on the right side of the frame. His attire remains consistent, with the yellow Hawaiian shirt slightly open, revealing the white t-shirt underneath.",
+          "As the man continues walking, the camera zooms in closer, focusing more on his upper body and facial features. He appears relaxed but determined, occasionally glancing around. The antenna structure becomes more prominent in the frame, and the background reveals a distant view of a hazy cityscape or valley. His movements are smooth and deliberate, suggesting familiarity with the environment.",
+          "The man reaches the base of the antenna and stops momentarily, placing one hand on his hip. He adjusts his sunglasses and runs his other hand through his blonde hair. The camera captures this moment in a medium close-up, emphasizing his confident posture and the details of his clothing, including the tool belt around his waist. The surrounding greenery and distant landscape remain visible in the background."
+        ],
+        "level_3": [
+          "The man starts walking across the roof, moving from the left side of the frame toward the center. The camera follows him from a high angle, capturing the texture of the shingles beneath his feet and the dense green foliage in the background. His yellow Hawaiian shirt flutters slightly as he walks, and his sunglasses reflect the bright sunlight. The antenna structure is visible on the right, beginning to come into focus as he approaches it.",
+          "As the man continues his walk, the camera begins to zoom in, transitioning from a wide shot to a medium shot. His facial expression remains neutral, and he occasionally looks around, taking in his surroundings. The details of his clothing become clearer, including the floral patterns on his shirt and the 'CHAMPION' logo on his t-shirt. The antenna structure grows larger in the frame, indicating his proximity to it.",
+          "The man reaches the base of the antenna and comes to a stop. The camera is now in a medium close-up, capturing his upper body and face in detail. He places one hand on his hip and adjusts his sunglasses with the other. The background shows a mix of greenery and a distant, hazy landscape, possibly a city or valley. His posture is relaxed yet assertive, and he seems to be contemplating his next move.",
+          "The man stands near the antenna, his body angled slightly away from the camera. He uses both hands to adjust his hair, running them through his blonde locks. The camera remains focused on him, capturing the movement of his arms and the way his muscles flex under the sunlight. The antenna structure is prominently featured in the foreground, while the greenery and distant landscape provide a serene backdrop.",
+          "Finally, the man removes his yellow Hawaiian shirt, revealing his bare torso. The camera captures the motion in a close-up shot, emphasizing the contrast between his sun-kissed skin and the vibrant colors of his shirt. He tosses the shirt aside, his movements fluid and confident. The antenna structure remains in the foreground, and the background of greenery and distant landscape completes the scene."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the person maintain the same hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Are the sunglasses worn consistently by the person?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the person's clothing (shirt, jeans, tool belt) remain unchanged?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the 'CHAMPION' text on the t-shirt visible and consistent?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the person remove their shirt during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "openhumanvid_full_regen",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067"
+  },
+  {
+    "task_id": "mem_openhumanvid_123bf0e9ebe6b06efc7a9d81637b6990353e5fc637a15463577b0567bdaad0fd",
+    "instance_id": "mem_openhumanvid_123bf0e9ebe6b06efc7a9d81637b6990353e5fc637a15463577b0567bdaad0fd",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_123bf0e9ebe6b06efc7a9d81637b6990353e5fc637a15463577b0567bdaad0fd.mp4",
+      "total_frames": 449,
+      "fps": 25.0,
+      "duration_sec": 17.96,
+      "reference_image_path": "inference_img/mem_openhumanvid_123bf0e9ebe6b06efc7a9d81637b6990353e5fc637a15463577b0567bdaad0fd_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In a bustling ancient marketplace, three men in traditional East Asian attire walk through the crowd. The central figure, distinguished by his long dark hair tied in a top knot and ornate white and gray robe with intricate embroidery, holds a piece of food. He is flanked by two other men, one in a blue and gray ensemble with a leather belt and the other in a blue and white outfit with red accents. As they move forward, the camera follows them smoothly, capturing the lively atmosphere of the market with vendors, barrels, and people in various colorful garments. The scene is bathed in warm sunlight, highlighting the detailed textures of their clothing and the vibrant activity around them."
+        ],
+        "level_2": [
+          "The scene opens with the three men walking side by side through a crowded marketplace. The central figure, wearing a white and gray robe with detailed embroidery and holding a piece of food, is the focal point. To his left, a man in a blue and gray outfit with a leather belt walks calmly, while to his right, another man in a blue and white ensemble with red accents gestures subtly. The background is filled with people in traditional attire, wooden stalls, and barrels, all under bright sunlight. The camera maintains a steady follow shot, keeping the trio centered as they navigate the bustling environment.",
+          "As the trio continues their walk, the central figure takes a bite of the food he is holding, savoring it while engaging in conversation with the man on his right. The man on the left remains composed, occasionally glancing at his companions. The market around them is alive with activity; vendors are seen interacting with customers, and the air is filled with the sounds of commerce. The lighting remains consistent, casting soft shadows and emphasizing the rich colors of the scene.",
+          "The group moves deeper into the marketplace, passing by more stalls and interacting briefly with other pedestrians. The central figure continues to enjoy his food, now looking more relaxed and engaged in the conversation. The man on the right smiles and gestures animatedly, while the man on the left maintains a steady pace. The camera angle shifts slightly, revealing more of the market's depth and the variety of goods on display, from fresh produce to woven baskets."
+        ],
+        "level_3": [
+          "The video begins with the three men walking through a lively ancient marketplace. The central figure, dressed in a white and gray robe with intricate embroidery and holding a piece of food, is the main focus. He is accompanied by two men, one in a blue and gray outfit with a leather belt and the other in a blue and white ensemble with red accents. The market is bustling with people in traditional attire, wooden stalls, and barrels, all illuminated by warm sunlight. The camera follows them smoothly, keeping them centered as they move forward.",
+          "As they continue walking, the central figure takes a bite of the food he is holding, savoring it while engaging in conversation with the man on his right. The man on the left remains composed, occasionally glancing at his companions. The background is filled with the vibrant activity of the market, with vendors interacting with customers and the air filled with the sounds of commerce. The lighting remains consistent, highlighting the detailed textures of their clothing and the lively atmosphere.",
+          "The trio navigates further into the marketplace, passing by more stalls and interacting briefly with other pedestrians. The central figure continues to enjoy his food, now looking more relaxed and engaged in the conversation. The man on the right smiles and gestures animatedly, while the man on the left maintains a steady pace. The camera angle shifts slightly, revealing more of the market's depth and the variety of goods on display, from fresh produce to woven baskets.",
+          "The scene transitions to show the group moving past a vendor stall where a woman in a floral robe is seen interacting with a customer. The central figure continues to hold his food, now looking towards the vendor, while the man on the right gestures towards the stall. The man on the left looks ahead, maintaining his calm demeanor. The market remains bustling, with the warm sunlight casting soft shadows and highlighting the rich colors of the scene.",
+          "In the final moments, the trio continues their journey through the marketplace, now passing by a different section with more wooden structures and additional stalls. The central figure takes another bite of his food, still engaged in conversation with the man on his right. The man on the left looks around, observing the surroundings. The camera follows them closely, capturing the dynamic and vibrant atmosphere of the market as they move deeper into the scene."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the central male figure maintain the same hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the central male figure consistently holding the same piece of food?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the central male figure's clothing remain unchanged in color and design?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Are there any noticeable changes in the central male figure's facial features or expression that suggest a different identity?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the central male figure remain distinguishable from other characters despite the bustling background?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "openhumanvid_full_regen",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_123bf0e9ebe6b06efc7a9d81637b6990353e5fc637a15463577b0567bdaad0fd"
+  },
+  {
+    "task_id": "mem_openhumanvid_905900711f77b59bbbca83e0d71469a935b4f6d646f82da062039c5454f57287",
+    "instance_id": "mem_openhumanvid_905900711f77b59bbbca83e0d71469a935b4f6d646f82da062039c5454f57287",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_905900711f77b59bbbca83e0d71469a935b4f6d646f82da062039c5454f57287.mp4",
+      "total_frames": 484,
+      "fps": 25.0,
+      "duration_sec": 19.36,
+      "reference_image_path": "inference_img/mem_openhumanvid_905900711f77b59bbbca83e0d71469a935b4f6d646f82da062039c5454f57287_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video features a close-up shot of a man with short dark hair, closely cropped on the sides, wearing a gray pinstripe suit jacket over a white collared shirt. His face shows slight signs of fatigue or stress, with visible sweat or moisture on his forehead and face. He appears to be in a formal setting, possibly a courtroom or auditorium, as there is a blurred audience in the background. The man remains mostly still, with subtle shifts in his gaze and slight movements of his mouth, suggesting he is listening intently or preparing to speak. The lighting is soft and even, highlighting the texture of his suit and the details of his facial features."
+        ],
+        "level_2": [
+          "The video begins with a close-up of a man in a gray pinstripe suit jacket over a white collared shirt, his short dark hair neatly styled. His face shows signs of stress, with visible sweat on his forehead and slight dark circles under his eyes. He is seated in what appears to be a formal setting, with a blurred audience in the background. As the scene progresses, the man subtly shifts his gaze, looking slightly to the left and then back to the center, indicating he is focused on something or someone off-camera. His expression remains serious and contemplative throughout.",
+          "Continuing from the previous scene, the man maintains his position in the formal setting, with the blurred audience still present in the background. His facial expression remains largely unchanged, but there is a slight movement of his lips, suggesting he might be about to speak or reacting to something being said. The lighting continues to highlight the texture of his suit and the details of his face, emphasizing the stress and fatigue evident in his appearance.",
+          "Finally, the man's gaze shifts slightly to the right, and his expression becomes more animated, with his mouth opening as if he is speaking or responding to a question. The background audience remains out of focus, maintaining the sense of depth and context. The camera stays steady, keeping the man's face in sharp focus, capturing the subtle changes in his expression and the slight sheen of sweat on his forehead."
+        ],
+        "level_3": [
+          "The video opens with a close-up of a man in a gray pinstripe suit jacket over a white collared shirt, his short dark hair neatly styled. His face shows signs of stress, with visible sweat on his forehead and slight dark circles under his eyes. He is seated in a formal setting, likely a courtroom or auditorium, with a blurred audience in the background. The lighting is soft, highlighting the texture of his suit and the details of his face.",
+          "As the scene progresses, the man subtly shifts his gaze, looking slightly to the left and then back to the center, indicating he is focused on something or someone off-camera. His expression remains serious and contemplative, with minimal movement, suggesting he is deeply engaged in the situation.",
+          "The man's gaze continues to shift slightly, now looking more directly forward. His lips move subtly, suggesting he might be about to speak or reacting to something being said. The background audience remains out of focus, maintaining the sense of depth and context. The lighting continues to emphasize the texture of his suit and the details of his face.",
+          "The man's expression becomes more animated, with his mouth opening slightly as if he is speaking or responding to a question. His gaze shifts slightly to the right, indicating a change in focus or reaction. The camera remains steady, keeping his face in sharp focus, capturing the subtle changes in his expression and the slight sheen of sweat on his forehead.",
+          "In the final moments, the man's expression remains engaged, with his mouth slightly open as if he is continuing to speak. His gaze is directed slightly to the right, and the background audience is still out of focus. The lighting continues to highlight the texture of his suit and the details of his face, emphasizing the stress and fatigue evident in his appearance."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hairstyle change at any point during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the man's suit jacket?",
+          "options": [
+            "A. Blue",
+            "B. Gray",
+            "C. Black",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is there any visible facial hair on the man's face?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the most noticeable physical feature on the man's face besides his hair?",
+          "options": [
+            "A. Prominent nose",
+            "B. Dark circles under eyes",
+            "C. Freckles",
+            "D. Scar"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's expression remain completely neutral throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the man maintain the same facial features throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:31:21.320620"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the man's identity consistency across segments?",
+          "options": [
+            "A. The man’s identity changes subtly with each segment",
+            "B. The man remains the same person with consistent appearance",
+            "C. The man is replaced by a different individual in later segments",
+            "D. The man’s face becomes increasingly distorted over time"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:31:21.320655"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the man consistently wear the same gray pinstripe suit jacket and white collared shirt in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:31:21.320668"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What is the most critical aspect of apparel consistency in this video?",
+          "options": [
+            "A. The color of the shirt changes slightly",
+            "B. The suit’s pinstripe pattern remains visible and consistent",
+            "C. The man removes his jacket in later segments",
+            "D. The collar becomes unbuttoned in Segment 5"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:31:21.320674"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are signs of stress such as sweat and dark circles present consistently across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:31:21.320683"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which of the following best reflects accessory/prop permanence in this context?",
+          "options": [
+            "A. The man’s sweat disappears in Segment 3",
+            "B. Dark circles under the eyes persist throughout the video",
+            "C. A new accessory appears in Segment 4",
+            "D. The man wipes his forehead, removing all sweat"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:31:21.320689"
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Does the blurred audience in the background remain consistent across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:31:21.320698"
+        },
+        {
+          "question_id": "13",
+          "type": "multiple_choice",
+          "question": "What happens to the background audience during the video?",
+          "options": [
+            "A. It changes position or density",
+            "B. It becomes clearer in later segments",
+            "C. It remains out of focus and consistent",
+            "D. It disappears entirely in Segment 5"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:31:21.320703"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_905900711f77b59bbbca83e0d71469a935b4f6d646f82da062039c5454f57287"
+  },
+  {
+    "task_id": "mem_openhumanvid_079f6efe68b1fb34517ef78bbb7e0bb066477fc1f5eae5cdbcc9b14ba023e2b7",
+    "instance_id": "mem_openhumanvid_079f6efe68b1fb34517ef78bbb7e0bb066477fc1f5eae5cdbcc9b14ba023e2b7",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_079f6efe68b1fb34517ef78bbb7e0bb066477fc1f5eae5cdbcc9b14ba023e2b7.mp4",
+      "total_frames": 392,
+      "fps": 24.0,
+      "duration_sec": 16.33,
+      "reference_image_path": "inference_img/mem_openhumanvid_079f6efe68b1fb34517ef78bbb7e0bb066477fc1f5eae5cdbcc9b14ba023e2b7_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video begins with a close-up profile shot of a man with dark, curly hair and light stubble on his face. He is wearing a light-colored, textured jacket over a collared shirt with thin vertical stripes, the collar of which is visible at the neckline. The man stands still in a dimly lit environment, with a textured wall in the background that appears to be made of rough, uneven material. Soft, shifting light casts dynamic shadows across his face, highlighting his features as the light source moves slightly throughout the scene. The camera remains stationary, focusing on the man's profile, ensuring his identity and appearance remain consistent despite the changing lighting."
+        ],
+        "level_2": [
+          "The video opens with a close-up profile view of a man with dark, curly hair and light stubble. He is dressed in a light-colored, textured jacket layered over a collared shirt with thin vertical stripes, the collar peeking out at the neckline. The setting is a dimly lit room with a rough, textured wall in the background. As the scene progresses, soft, shifting light creates moving shadows across the man's face, subtly altering the contours of his features. The camera remains fixed, maintaining focus on the man's profile, ensuring his appearance and the spatial consistency of the background are preserved.",
+          "Continuing from the previous scene, the man remains in the same position, his profile facing right. The lighting continues to shift, casting new patterns of shadow and light across his face, emphasizing his facial features such as his nose, lips, and the texture of his stubble. His dark, curly hair and the striped collar of his shirt remain clearly visible. The textured wall in the background stays consistent, providing a stable backdrop. The camera remains steady, capturing the subtle interplay of light and shadow without any movement.",
+          "Finally, the man maintains his stationary profile shot, with the shifting light continuing to play across his face. The shadows move gently, highlighting different aspects of his facial structure while his dark, curly hair and light stubble remain unchanged. The textured wall behind him provides a consistent, dimly lit environment. The camera holds its position, ensuring the man's identity and the overall composition of the scene remain intact throughout the final moments of the video."
+        ],
+        "level_3": [
+          "The video starts with a close-up profile shot of a man with dark, curly hair and light stubble. He is wearing a light-colored, textured jacket over a collared shirt with thin vertical stripes, the collar visible at the neckline. The setting is a dimly lit room with a rough, textured wall in the background. Soft, shifting light begins to cast dynamic shadows across his face, creating a subtle interplay of light and shadow that highlights his features. The camera remains stationary, focusing on the man's profile, ensuring his appearance and the spatial consistency of the background are maintained.",
+          "As the scene progresses, the man remains in the same position, his profile facing right. The shifting light continues to create new patterns of shadow and light across his face, emphasizing his nose, lips, and the texture of his stubble. His dark, curly hair and the striped collar of his shirt remain clearly visible. The textured wall in the background stays consistent, providing a stable backdrop. The camera remains fixed, capturing the subtle changes in lighting without any movement.",
+          "The lighting continues to shift, casting new shadows across the man's face, highlighting different aspects of his facial structure. His dark, curly hair and light stubble remain unchanged, and the striped collar of his shirt is still visible. The textured wall in the background provides a consistent, dimly lit environment. The camera remains steady, ensuring the man's identity and the overall composition of the scene are preserved.",
+          "The shifting light continues to play across the man's face, creating a dynamic interplay of shadows and highlights. His dark, curly hair and light stubble remain consistent, and the striped collar of his shirt is still visible. The textured wall in the background remains unchanged, providing a stable backdrop. The camera remains stationary, maintaining focus on the man's profile.",
+          "In the final moments of the video, the man remains in the same position, his profile facing right. The shifting light continues to cast dynamic shadows across his face, emphasizing his features. His dark, curly hair and light stubble remain unchanged, and the striped collar of his shirt is still visible. The textured wall in the background provides a consistent, dimly lit environment. The camera remains steady, ensuring the man's identity and the overall composition of the scene remain intact."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's facial hair (stubble) appear consistently throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the jacket the man is wearing?",
+          "options": [
+            "A. Blue",
+            "B. Black",
+            "C. Beige",
+            "D. Red"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's hair style (curly dark hair) consistent from start to finish?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of shirt is visible under the jacket?",
+          "options": [
+            "A. Polo shirt",
+            "B. Button-up shirt with stripes",
+            "C. T-shirt",
+            "D. Sweater"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man turn his head or body during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the man's facial identity remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:25.858357"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which feature is emphasized as unchanged across all segments?",
+          "options": [
+            "A. Hair color",
+            "B. Facial expression",
+            "C. Clothing style",
+            "D. Lighting angle"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:25.858393"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is the striped collar of the shirt consistently visible across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:25.858406"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What type of shirt is worn under the jacket?",
+          "options": [
+            "A. Solid-colored t-shirt",
+            "B. Collared shirt with vertical stripes",
+            "C. Hoodie",
+            "D. Open-collared dress shirt"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:25.858413"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are fine textural details like stubble and wall texture described as consistent?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:25.858421"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which element’s texture is highlighted as important across segments?",
+          "options": [
+            "A. Jacket",
+            "B. Wall",
+            "C. Stubble",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:25.858427"
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Does the background wall remain visually consistent across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:25.858436"
+        },
+        {
+          "question_id": "13",
+          "type": "multiple_choice",
+          "question": "What kind of material is the background wall described as?",
+          "options": [
+            "A. Smooth plaster",
+            "B. Rough, uneven material",
+            "C. Wooden paneling",
+            "D. Brick"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:25.858441"
+        },
+        {
+          "question_id": "14",
+          "type": "binary",
+          "question": "Does the camera zoom in or out during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:25.858448"
+        },
+        {
+          "question_id": "15",
+          "type": "multiple_choice",
+          "question": "What is the state of the camera throughout the video?",
+          "options": [
+            "A. Moving horizontally",
+            "B. Panning vertically",
+            "C. Stationary",
+            "D. Rotating"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:25.858454"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_079f6efe68b1fb34517ef78bbb7e0bb066477fc1f5eae5cdbcc9b14ba023e2b7"
+  },
+  {
+    "task_id": "mem_openhumanvid_6a7d09a3add8ca9b49569c206c1d279510f527b473e6f3b976f41f11271da841",
+    "instance_id": "mem_openhumanvid_6a7d09a3add8ca9b49569c206c1d279510f527b473e6f3b976f41f11271da841",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_6a7d09a3add8ca9b49569c206c1d279510f527b473e6f3b976f41f11271da841.mp4",
+      "total_frames": 397,
+      "fps": 25.0,
+      "duration_sec": 15.88,
+      "reference_image_path": "inference_img/mem_openhumanvid_6a7d09a3add8ca9b49569c206c1d279510f527b473e6f3b976f41f11271da841_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video features a man in a blue military-style uniform with white lace collar and epaulets, adorned with multiple colorful medals on his chest. He has a bald head, a prominent mustache, and wears round gold-rimmed sunglasses. The man is seated and speaks while wearing white gloves. Flanking him are two women: one on the left in a beige and white striped dress with a high collar, pearl necklace, and green trim; the other on the right in a light purple lace dress. The background consists of a traditional folding screen with floral patterns. Throughout the video, the camera maintains a medium shot, focusing on the man as he gestures slightly with his gloved hand, while the women remain still and composed."
+        ],
+        "level_2": [
+          "The video opens with a medium shot of a man in a blue military-style uniform, featuring white lace details on the collar and epaulets, and multiple colorful medals pinned to his chest. He is bald, sports a prominent mustache, and wears round gold-rimmed sunglasses. His white-gloved hand rests near his lap as he begins to speak. To his left stands a woman in a beige and white striped dress with a high collar, pearl necklace, and green trim, while to his right is another woman in a light purple lace dress. The backdrop is a traditional folding screen with floral designs. The camera remains steady, keeping the man centered as he continues to speak.",
+          "As the scene progresses, the man in the blue military-style uniform continues speaking, occasionally gesturing with his gloved hand. His round gold-rimmed sunglasses and prominent mustache remain prominent features. The two women beside him maintain their positions; the woman on the left in the striped dress with pearl accessories and the woman on the right in the purple lace dress. The floral-patterned folding screen in the background remains unchanged, providing a consistent setting. The camera angle stays fixed, ensuring the man remains the focal point.",
+          "In the final part of the video, the man in the blue military-style uniform continues his speech, his expression animated as he speaks. His round gold-rimmed sunglasses and white gloves are still visible, and the colorful medals on his chest add to his distinguished appearance. The two women flanking him remain in place, the woman on the left in her striped dress with pearl accents and the woman on the right in her purple lace dress. The floral folding screen in the background provides a stable and elegant setting. The camera maintains its focus on the man, capturing his continued dialogue."
+        ],
+        "level_3": [
+          "The video begins with a close-up shot of a man in a blue military-style uniform, complete with white lace collar and epaulets, and multiple colorful medals on his chest. He is bald, with a prominent mustache, and wears round gold-rimmed sunglasses. His white-gloved hand is visible as he starts speaking. To his left stands a woman in a beige and white striped dress with a high collar, pearl necklace, and green trim, while to his right is a woman in a light purple lace dress. The background features a traditional folding screen with floral patterns. The camera is steady, focusing on the man as he begins to speak.",
+          "Continuing from the initial scene, the man in the blue military-style uniform remains the central figure, speaking animatedly. His round gold-rimmed sunglasses and white gloves are still prominent, and he makes slight gestures with his gloved hand. The two women beside him remain in their respective positions; the woman on the left in the striped dress with pearl accessories and the woman on the right in the purple lace dress. The floral-patterned folding screen in the background remains unchanged, providing a consistent and elegant setting. The camera angle remains fixed, keeping the man centered.",
+          "As the video progresses, the man in the blue military-style uniform continues his speech, his expression becoming more animated. His round gold-rimmed sunglasses and white gloves are still visible, and the colorful medals on his chest add to his distinguished appearance. The two women flanking him remain in place, the woman on the left in her striped dress with pearl accents and the woman on the right in her purple lace dress. The floral folding screen in the background provides a stable and elegant backdrop. The camera maintains its focus on the man, capturing his continued dialogue.",
+          "The scene transitions smoothly as the man in the blue military-style uniform continues to speak, his gestures becoming more pronounced. His round gold-rimmed sunglasses and white gloves remain a focal point, and the colorful medals on his chest are clearly visible. The two women beside him remain stationary; the woman on the left in the striped dress with pearl accessories and the woman on the right in the purple lace dress. The floral-patterned folding screen in the background remains a constant element, providing a consistent setting. The camera angle stays fixed, ensuring the man remains the primary focus.",
+          "Finally, the man in the blue military-style uniform concludes his speech, his expression remaining animated. His round gold-rimmed sunglasses and white gloves are still prominent, and the colorful medals on his chest add to his distinguished look. The two women flanking him remain in their respective positions; the woman on the left in the striped dress with pearl accessories and the woman on the right in the purple lace dress. The floral folding screen in the background provides a stable and elegant setting. The camera maintains its focus on the man, capturing his final words as the video ends."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's bald head remain visible throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the man's sunglasses?",
+          "options": [
+            "A. Black",
+            "B. Gold",
+            "C. Silver",
+            "D. Blue"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's mustache consistently visible in every frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of uniform does the man wear?",
+          "options": [
+            "A. Civilian suit",
+            "B. Military-style jacket",
+            "C. Casual shirt",
+            "D. Formal tuxedo"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's white glove remain visible on his right hand throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the man’s bald head remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:44.439854"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which feature of the man remains unchanged across all segments?",
+          "options": [
+            "A. His hair color",
+            "B. His mustache",
+            "C. His glasses color",
+            "D. His gloves color"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:44.439890"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the woman on the left wear a pearl necklace throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:44.439903"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What color is the dress worn by the woman on the right?",
+          "options": [
+            "A. Light purple",
+            "B. Beige",
+            "C. White",
+            "D. Green"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:44.439910"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are the two women positioned on opposite sides of the man?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:44.439919"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which woman wears a striped dress?",
+          "options": [
+            "A. The one on the left",
+            "B. The one on the right",
+            "C. Both",
+            "D. Neither"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:44.439926"
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Are the medals on the man’s chest described as colorful?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:44.439933"
+        },
+        {
+          "question_id": "13",
+          "type": "multiple_choice",
+          "question": "Which object has a floral pattern?",
+          "options": [
+            "A. The man's uniform",
+            "B. The folding screen",
+            "C. The woman's dress",
+            "D. The sunglasses"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:44.439939"
+        },
+        {
+          "question_id": "14",
+          "type": "binary",
+          "question": "Does the floral-patterned folding screen remain visible throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:44.439947"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_6a7d09a3add8ca9b49569c206c1d279510f527b473e6f3b976f41f11271da841"
+  },
+  {
+    "instance_id": "mem_openhumanvid_dc1adc693e0ebc27fead7ff9e23c51ff",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/dc1adc693e0ebc27fead7ff9e23c51ff.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young woman with shoulder-length dark brown hair, parted to the side, stands in a dimly lit room, her expression somber. She wears a pink tank top with thin white striped straps and a delicate gold chain necklace. Her fair skin shows faint acne scars. To her left, another woman with light brown tied-back hair is partially visible, facing her. Plastic containers and shelves blur in the background.",
+          "The central woman slowly turns toward the right, stepping forward with quiet intent. Her shoulders shift as she moves past the edge of the frame, her pink tank top catching a soft glimmer from the low light. Her movement is deliberate, her head slightly bowed, as she begins to disappear behind a large concrete pillar that blocks the view.",
+          "The pillar now dominates the frame, casting deep shadows across the worn floor. Behind it, the dim kitchen or basement remains still—shelves lined with plastic bins, a flickering overhead bulb, and scattered household items. No trace of the woman remains; only silence and muted textures fill the space.",
+          "From the other side of the pillar, a sliver of pink fabric emerges, followed by the curve of her shoulder. Her dark hair drapes over the edge as she steps cautiously into view. The gold chain glints faintly in the dim light. She pauses, half-hidden, her silhouette growing clearer against the shadowed backdrop.",
+          "The woman is fully back in frame, standing exactly where she began. Her pink tank top with white striped straps, delicate gold chain, and side-parted dark brown hair are unchanged. Her fair skin bears the same faint blemishes. She stands still, gaze lowered, in the quiet, dim room, completing the return."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hairstyle remain the same throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the tank top worn by the woman?",
+          "options": [
+            "A. Blue",
+            "B. Pink",
+            "C. White",
+            "D. Green"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman wearing any visible jewelry?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "During the blurred segment at 6 seconds-7 seconds, does the woman's face become completely unrecognizable?",
+          "options": [
+            "A. Yes, entirely unrecognizable",
+            "B. No, still recognizable",
+            "C. Partially visible",
+            "D. Not applicable"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the lighting in the scene remain consistently dim throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, both appearing to be young women in their late teens or early twenties. The woman on the right is centered and facing slightly downward, her expression somber. She wears a pink tank top with thin white stripes along the straps, suggesting a casual cotton material. Her dark brown hair is shoulder-length, parted to the side, and loosely framing her face. A delicate gold chain necklace rests around her neck. Her skin is fair with visible blemishes and faint acne scars. The second woman, partially visible on the left, has light brown hair tied back and wears a pale-colored top; her profile is turned toward the central figure. The setting appears to be a dimly lit room, possibly a kitchen or basement, with blurred objects like plastic containers and shelves in the background. Lighting is low, casting soft shadows and emphasizing the intimate, subdued mood of the scene.",
+      "exit_plan": {
+        "exit": "steps behind a large foreground object (pillar, wall, or vehicle) blocking the view entirely",
+        "return": "emerges from the other side of the occluding object"
+      }
+    },
+    "task_id": "mem_openhumanvid_dc1adc693e0ebc27fead7ff9e23c51ff",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_dc1adc693e0ebc27fead7ff9e23c51ff"
+  },
+  {
+    "instance_id": "mem_openhumanvid_4e31ccbc2ba908a5dea3826021605d7b",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/4e31ccbc2ba908a5dea3826021605d7b.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A middle-aged man with short black hair and a neatly trimmed beard stands in a sterile, futuristic room. He wears a vibrant blue Hawaiian shirt adorned with bold red and pink floral patterns, paired with dark pants. His hands rest near his waist as he faces right, illuminated by the cool glow of overhead lights and digital panels lining the metallic walls.",
+          "The man begins to walk steadily toward the left side of the frame, his posture relaxed but purposeful. The bright colors of his shirt contrast sharply with the gray surroundings. As he moves, only his torso and legs remain visible, gradually slipping out of view as he approaches the edge of the frame.",
+          "The room is now empty of human presence. The metallic walls gleam under artificial lighting, reflecting the green digital schematics on the large screen. Ventilation grilles hum softly above the tiled floor, patterned with black diamond shapes. Control panels pulse faintly, maintaining the high-tech ambiance.",
+          "From the right side of the frame, a figure emerges—only the lower half visible at first. Dark pants step forward onto the diamond-patterned floor, followed by the vibrant blue Hawaiian shirt appearing just above the waistline. The man walks slowly, re-entering the scene with deliberate calm.",
+          "The man is now fully back in frame, standing still and facing right. His short black hair and beard are unchanged, the bright blue Hawaiian shirt with its red and pink floral design vivid against the sterile backdrop. He wears dark pants, hands near his waist, exactly as before—his appearance identical to the moment he was first seen."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the yellow jacket maintain the same short dark hair style throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the pants worn by the man in the yellow jacket?",
+          "options": [
+            "A. Blue",
+            "B. Black",
+            "C. Yellow",
+            "D. Green"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man in the yellow jacket wearing a mustache in both the first and last frames of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of jacket does the man in the yellow jacket wear?",
+          "options": [
+            "A. Hoodie",
+            "B. Polo shirt",
+            "C. Long-sleeved pullover",
+            "D. Windbreaker"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man in the yellow jacket's posture change from leaning forward while interacting to standing upright?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Three individuals are present in a futuristic, sterile-looking room with metallic walls and illuminated control panels. On the left, a middle-aged man with short black hair and a beard wears a vibrant blue Hawaiian shirt with red and pink floral patterns, paired with dark pants; he stands slightly bent forward, hands near his waist, facing right. In the center, another man, also middle-aged, with short dark hair, wears a bright yellow tracksuit jacket with navy blue stripes down the sleeves and sides, along with dark pants; he is bending over, gripping the shoulders of a third person. The third individual, partially obscured and crouched, wears a light blue T-shirt with a yellow logo and dark pants, appearing to be subdued. The background features a large screen displaying green digital schematics, ventilation grilles, and a tiled floor with black diamond patterns. The lighting is artificial and evenly distributed, emphasizing the high-tech environment.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_4e31ccbc2ba908a5dea3826021605d7b",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_4e31ccbc2ba908a5dea3826021605d7b"
+  },
+  {
+    "instance_id": "mem_openhumanvid_43e5ae6b3d59aea3a81fdaad20d77bb2",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/43e5ae6b3d59aea3a81fdaad20d77bb2.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "In a sun-drenched clearing, two men rest amid lush greenery and wildflowers. The seated man wears a red-and-white checkered short-sleeve shirt over a white undershirt, dark brown trousers, and has short black hair. He sits relaxed on the grass, one foot grounded, gazing upward. The standing man, in an off-white long-sleeve sweatshirt and wide-leg pants, leans slightly forward, his tousled dark hair framing his face as he looks down.",
+          "The standing man begins to move, stepping toward a weathered wooden staircase leading upward. His hands remain loosely at his sides as he ascends, his body tilting forward with each step. Only his lower torso and legs are visible now, disappearing gradually behind the frame’s upper edge.",
+          "The staircase is empty. Sunlight filters through tall trees, casting dappled shadows across the grass. A large tree trunk stands near corrugated metal sheets, and wildflowers sway gently in the breeze. The distant hillside glows softly under clear daylight—no trace of movement or human presence remains.",
+          "From the top of the frame, a figure descends the stairs. First, the tips of dark, tousled hair appear, followed by the shoulders of an off-white sweatshirt. The man steps slowly downward, his wide-leg pants catching light as he moves into view, still partially obscured by the frame’s edge.",
+          "The standing man is fully back in frame, positioned just as before—off-white sweatshirt, matching wide-leg pants, dark hair falling above his ears. He leans slightly forward, hands at his sides, looking down at the seated man. His appearance matches exactly the initial moment—unchanged, still, and rooted in the tranquil outdoor setting."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "After the man and woman embrace, does the man still have short black hair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by the woman before and after the embrace?",
+          "options": [
+            "A. Blue",
+            "B. Red",
+            "C. Green",
+            "D. White"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's beige tracksuit visible and consistent in appearance during the entire sequence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary action performed by the man during the video?",
+          "options": [
+            "A. Sitting down",
+            "B. Standing up and embracing",
+            "C. Walking away",
+            "D. Lying down"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's red plaid shirt appear wrinkled or distorted after the embrace?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two men are present in a sunlit, natural outdoor setting. The man on the left is seated on the grass, wearing a short-sleeved red-and-white checkered shirt over a white undershirt and dark brown trousers; his posture is relaxed, legs bent with one foot resting on the ground, and he looks upward toward the other man. He has short black hair and appears to be in his late twenties or early thirties. The standing man, also appearing to be in his late twenties or early thirties, wears a loose-fitting, off-white long-sleeve sweatshirt and matching wide-leg pants; his hands are loosely at his sides. His dark, slightly tousled hair falls just above his ears. He leans slightly forward, looking down at the seated man. The environment features lush greenery, tall trees, wildflowers, and a distant hillside under soft daylight. A large tree trunk, a log, and corrugated metal sheets are visible nearby, suggesting a rural or semi-rustic location.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_43e5ae6b3d59aea3a81fdaad20d77bb2",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_43e5ae6b3d59aea3a81fdaad20d77bb2"
+  },
+  {
+    "instance_id": "mem_openhumanvid_ee253e6b5bb0b16264606c338f5f670f",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/ee253e6b5bb0b16264606c338f5f670f.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young woman in her late teens or early twenties stands centered on a rough, beige earthen wall, rendered in detailed charcoal sketch. Her long, wavy hair cascades past her shoulders, softly shaded to suggest movement. Her face is expressive—eyes wide and thoughtful, nose straight, lips full—her expression neutral yet pensive. No clothing or accessories are visible; only the naturalistic drawing remains, with handwritten script beneath her chin. Bamboo poles form a vertical screen to the right, beyond which lies a dim forest under subdued twilight light.",
+          "The sketched figure begins to move steadily toward the right, stepping forward with quiet purpose. Her silhouette glides across the earthen surface, partially exiting the frame as she passes behind the bamboo poles. Her form remains clear but diminishing, the charcoal lines softening at the edges as she fades into the shadowed forest beyond.",
+          "The wall now holds only the faint traces of the sketch’s outline where she stood. The rough texture of the earthen surface is illuminated by muted twilight, the handwritten script beneath still visible. Bamboo poles stand motionless, framing the darkened forest beyond, where shadows deepen and silence lingers.",
+          "From the left edge of the frame, the figure begins to re-emerge, slowly returning from the unseen space beyond. Her shoulder and part of her face appear first, drawn in the same fine charcoal detail. The wavy strands of her hair catch the dim light, and her expression remains neutral, eyes forward, as she steps back into view.",
+          "The young woman is fully back in frame, standing once again in the center-left position. Her long, wavy hair falls past her shoulders, her face clearly defined with expressive eyes, straight nose, and full lips—expression neutral and pensive. No clothing or accessories are visible, just the naturalistic charcoal rendering, with the same handwritten script below. She stands still, exactly as before."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Is the woman depicted in the sketch identical to the woman shown in the live-action scene?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary condition of the woman's body in the live-action scene?",
+          "options": [
+            "A. Clean and unmarked",
+            "B. Bloodied and bruised",
+            "C. Covered in mud",
+            "D. Wearing full armor"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the woman's hair appear long and dark in both the sketch and the live-action scene?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the woman wearing around her waist in the live-action scene?",
+          "options": [
+            "A. A belt",
+            "B. A sash",
+            "C. Tattered brown pants",
+            "D. Nothing"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the lighting in the live-action scene consistently dim and moody throughout the clip?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image shows a single person, likely a young woman in her late teens or early twenties, depicted as a detailed charcoal sketch on a rough, beige earthen wall. Her facial features are clearly defined with expressive eyes, a straight nose, and full lips; her expression appears neutral to slightly pensive. She has long, wavy hair that falls past her shoulders, drawn with soft shading to suggest volume and movement. No clothing is visible since the figure is rendered as a drawing, but the style of the sketch suggests a naturalistic portrayal without accessories or jewelry. The sketch includes handwritten text beneath her face, possibly in an unfamiliar script, though no props or objects are held. The person’s position is central within the left half of the frame, facing forward. To the right, vertical bamboo poles form a partial screen or fence, separating the wall from a dimly lit forested background. Lighting is subdued, likely natural twilight or overcast daylight, casting soft shadows across the scene.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_ee253e6b5bb0b16264606c338f5f670f",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_ee253e6b5bb0b16264606c338f5f670f"
+  },
+  {
+    "instance_id": "mem_openhumanvid_716ae4bb7a980adf9dd6fcecb4dab499",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/716ae4bb7a980adf9dd6fcecb4dab499.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A single adult male in his late twenties or early thirties stands near a large window, facing slightly left. He has short, dark black hair with a neat side part, an athletic build, and wears a plain white sleeveless cotton tank top with a small rectangular logo on the upper left chest. He holds a smartphone in both hands, fingers typing, illuminated by its soft glow against the dim indoor light.",
+          "The man begins to walk steadily toward the right, still focused on his phone. His shoulders shift forward as he moves, arms bent at the elbows, hands gripping the device. His muscular frame is partially visible as he exits the frame, the city lights behind him blurring into streaks of distant illumination.",
+          "The figure is completely gone from view. Only the dimly lit room remains—soft shadows cast across the floor, the faint glow of ambient light from the phone fading. Outside, the nighttime cityscape stretches into the distance, blurred lights shimmering like scattered stars beneath a dark sky.",
+          "A silhouette emerges from the left edge of the frame, stepping slowly into view. The man’s shoulder and arm appear first, followed by the outline of his head and torso. He walks with purpose, still holding the smartphone, his posture upright yet relaxed, moving steadily toward the center.",
+          "The man is fully back in frame, standing in the same spot as before. He has short, dark black hair styled neatly with a side part, wears the same white sleeveless tank top with the small logo patch, and holds the smartphone in both hands. His athletic build is clear, no accessories visible, face softly lit by the screen’s glow, stationary and composed."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the white tank top maintain the same hairstyle (short black hair) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the color of the logo on the man's tank top?",
+          "options": [
+            "A. Blue",
+            "B. Red",
+            "C. Black",
+            "D. Purple"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man consistently holding the smartphone in his hands throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What action does the man perform after looking up from his phone?",
+          "options": [
+            "A. Looks to his left",
+            "B. Looks to his right",
+            "C. Looks straight ahead",
+            "D. Looks down"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression change from focused on the phone to a more neutral or contemplative look when he looks up?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single adult male, appearing to be in his late twenties or early thirties, stands in the foreground of the frame, facing slightly to the left. He has short, dark black hair styled neatly with a side part. His build is athletic and muscular, particularly noticeable in his arms and shoulders. He wears a plain white sleeveless tank top made of a lightweight cotton-like fabric, featuring a small rectangular logo patch on the upper left chest area. He holds a smartphone in both hands, fingers actively typing or swiping. No visible accessories such as glasses, jewelry, or hats are present. The man’s posture is upright but relaxed, with his head tilted downward toward the phone screen. He is positioned near a large window that reveals a nighttime cityscape with blurred lights from distant buildings. The indoor lighting is dim, casting soft shadows, while the glow from the phone illuminates his face subtly.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_716ae4bb7a980adf9dd6fcecb4dab499",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_716ae4bb7a980adf9dd6fcecb4dab499"
+  },
+  {
+    "instance_id": "mem_openhumanvid_32622cd22ad48d22d03b983365a1537f",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/32622cd22ad48d22d03b983365a1537f.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Two men stand side by side in a dimly lit traditional Chinese courtyard, their formal attire glowing softly under ambient light. The younger man wears a pale beige tunic with embroidered brown shoulder panels, a white inner collar, and a black pointed hat adorned with a small green circular ornament. He has short dark hair, a trimmed beard, and a faint smile. Beside him, the older man dons a dark ornate robe with silver-blue embroidery, a matching black hat with gold detailing and a green gem, and a full gray beard.",
+          "The younger man begins to turn left, stepping forward with measured grace. His tunic sways slightly as he moves toward a shadowed corner of the courtyard. His face remains partially visible, the green ornament on his hat catching a glimmer of light as he edges out of frame.",
+          "The corner is now empty. Only the wooden lattice doors and weathered stone walls remain, bathed in soft shadows. A faint breeze stirs the air, rustling the edges of a hanging silk banner. The quiet stillness emphasizes the absence of movement, leaving only the echo of footsteps.",
+          "From the same corner, a figure reappears—slowly rounding the bend. The edge of a pale beige tunic emerges first, followed by the silhouette of a black pointed hat with a green ornament. The man steps forward cautiously, his presence returning like a memory recalled.",
+          "The younger man stands fully in frame once more, identical to before. His pale beige tunic, embroidered shoulders, white collar, and black hat with green ornament are unchanged. His short dark hair, trimmed beard, and slight smile match exactly. He faces slightly right, motionless, as if time itself had paused."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When Man 1 turns his back to the camera, does he still have the same short dark beard visible?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main robe worn by Man 1?",
+          "options": [
+            "A. Black",
+            "B. Beige",
+            "C. Red",
+            "D. Silver"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "After turning around, does Man 1's black pointed hat with green ornament remain in the same position on his head?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary pattern on Man 2's robe?",
+          "options": [
+            "A. Floral",
+            "B. Geometric",
+            "C. Animal",
+            "D. Abstract"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the intricate silver and white pattern on Man 2's robe consistent before and after he turns his head slightly to the left?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two adult males, both appearing to be in their 30s to 50s, standing side by side in a dimly lit indoor setting resembling a traditional Chinese courtyard or official residence. The man on the left wears a pale beige tunic with embroidered brown shoulder panels and a white inner collar, paired with a black, pointed hat adorned with a small green circular ornament. He has short dark hair, a trimmed beard, and a slight smile, facing slightly right. The man on the right is older, with a full gray beard, wearing a dark, ornate robe with silver-blue embroidered patterns and a similar black hat with gold detailing and a green gem. Both wear formal attire suggesting historical or official roles. They stand in front of wooden doors with lattice windows, under low ambient lighting that casts soft shadows, enhancing the period atmosphere.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_32622cd22ad48d22d03b983365a1537f",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_32622cd22ad48d22d03b983365a1537f"
+  },
+  {
+    "instance_id": "mem_openhumanvid_9027b4e5a55cba1d62077dcf90a4cf13",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/9027b4e5a55cba1d62077dcf90a4cf13.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young man in his late twenties stands centered, arms raised high with fingers pointed upward. He wears a black long-sleeved button-up shirt with red and black striped trim at the collar and cuffs, a silver chain necklace, and ear piercings in both ears. His short dark hair is neatly styled with a slight fade. Eyes closed, mouth slightly open, he appears emotionally expressive. Behind him, a yellow sports car glows softly in a dimly lit garage, overhead lights casting gentle shadows.",
+          "The man begins to walk steadily toward the right side of the frame, arms lowering slowly. His silhouette remains clear as he moves, the red-trimmed cuffs of his shirt catching light. The yellow car stays in focus behind him, while his form gradually shifts out of view, leaving only the edge of his shoulder visible before vanishing.",
+          "The frame now holds only the dimly lit garage space. The yellow sports car dominates the foreground, its sleek curves illuminated by soft overhead lighting. In the blurred background, a red vehicle and structural beams are faintly visible. The air feels still, quiet, with no trace of movement or presence.",
+          "From the left edge of the frame, a figure begins to re-enter. A sliver of black fabric with red and black trim appears first—then the curve of an arm, the gleam of a silver chain. The man’s dark hair and ear piercings come into view as he steps forward, moving steadily into the scene.",
+          "The man is fully back in frame, standing upright with arms raised again, fingers pointed upward. He wears the same black long-sleeved shirt with red and black striped trim, silver chain necklace, and ear piercings. His short dark hair is neatly styled with a slight fade. Eyes closed, mouth slightly open, he remains motionless, centered before the yellow sports car in the dim garage."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hairstyle change from the beginning of the video to after he turns around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the man's shirt?",
+          "options": [
+            "A. Red",
+            "B. Black",
+            "C. White",
+            "D. Blue"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the silver chain necklace visible both when the man is facing the camera and when he turns his back?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What item does the man hold in his right hand after turning around?",
+          "options": [
+            "A. A phone",
+            "B. A wallet",
+            "C. A gold-colored handgun",
+            "D. A bottle"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's beaded bracelet remain visible on his left wrist throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "One young adult male, appearing to be in his late twenties, is centered in the frame, standing upright with arms raised above his head, fingers pointed upward. He wears a black long-sleeved button-up shirt with red and black striped trim at the collar and cuffs, suggesting a tailored or performance-style garment. A silver chain necklace rests around his neck. His dark hair is short and neatly styled, with a slight fade on the sides. He has a slim build and visible ear piercings in both ears. His eyes are closed, mouth slightly open as if singing or expressing emotion. He stands in front of a yellow sports car, partially visible in the foreground, within a dimly lit indoor space resembling a garage or showroom, with overhead lights casting soft illumination and blurred background elements including another red vehicle and structural beams. The lighting emphasizes his face and upper body while keeping the surroundings shadowed.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_9027b4e5a55cba1d62077dcf90a4cf13",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_9027b4e5a55cba1d62077dcf90a4cf13"
+  },
+  {
+    "instance_id": "mem_openhumanvid_d460fa610a261721e27d6a7dfab4a4f8",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/d460fa610a261721e27d6a7dfab4a4f8.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late 30s stands in the foreground, wearing a rich red traditional Chinese robe adorned with intricate gold embroidery. He has short black hair, a neatly trimmed beard, and a serious expression. His hands rest at his sides, and he faces another man across a sunlit courtyard framed by wooden lattice windows, red banners, and a glowing lantern above.",
+          "The man in the red robe begins to walk slowly away from the camera, stepping deeper into the courtyard toward the traditional building. His back turns gradually, the gold patterns on his robe catching the light as he moves, his silhouette narrowing against the red banners and wooden architecture.",
+          "The man is no longer visible; only the tranquil courtyard remains. Sunlight dapples across the stone path, red lanterns sway gently in the breeze, and the wooden lattice windows cast delicate shadows. The younger soldier stands motionless in the background, the quiet scene untouched by movement.",
+          "From the far end of the courtyard, a figure emerges—barely visible at first—walking steadily toward the camera. The red robe glimmers faintly in the sunlight as the man steps forward, his form growing clearer through the open space beneath the hanging lantern.",
+          "The man stands fully in frame once again, facing forward in his red traditional robe with golden embroidery. His short black hair, trimmed beard, and serious expression are unchanged. He is exactly as he was before, stationary and composed under the natural daylight, the red banners and lantern framing him perfectly."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man on the left maintain his short dark hair and light stubble throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by the man on the left?",
+          "options": [
+            "A. Blue",
+            "B. Red",
+            "C. Green",
+            "D. White"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man on the right consistently wearing a light-colored suit jacket and a dark tie?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the background soldier's uniform?",
+          "options": [
+            "A. Gray",
+            "B. Red",
+            "C. Black",
+            "D. White"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the background soldier remain stationary and unchanged in appearance throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features three men in a historical setting. Two are in the foreground, facing each other, with the third standing slightly behind and to the side. The man on the left appears to be in his late 30s, with short black hair, a trimmed beard, and a serious expression; he wears a red traditional Chinese garment with intricate gold embroidery. The man on the right, likely in his 40s, has neatly combed dark hair with gray streaks, a mustache, and is dressed in a dark gray suit jacket over a white shirt and black tie. In the background, a younger man in a light gray military uniform with red epaulettes and a matching cap stands at attention. The scene takes place outdoors in front of a traditional Chinese building with wooden lattice windows, red banners, and a red lantern hanging above. Natural daylight illuminates the scene, casting soft shadows.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_d460fa610a261721e27d6a7dfab4a4f8",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_d460fa610a261721e27d6a7dfab4a4f8"
+  },
+  {
+    "instance_id": "mem_openhumanvid_cbb114deb7a6845bc2abd724d351bbec",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/cbb114deb7a6845bc2abd724d351bbec.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young woman and man ride bicycles side by side on a rural gravel road under an overcast sky. The woman, on the left, wears a blue-and-white checkered button-up blouse, light-colored pants, and has dark hair in a low ponytail. She grips the handlebars of a silver bicycle with a front basket. The man, on the right, wears a white polo shirt with a blue collar, dark trousers, and carries a black shoulder bag. His short dark hair is neatly styled. Both face forward, slightly angled toward each other, riding through green grass and trees with distant power lines visible.",
+          "The woman begins to glide smoothly to the left, her bicycle rolling steadily off the path’s edge. Her checkered blouse flutters gently as she moves, the silver frame of her bike catching faint light. Only her back and part of her left arm remain visible as she exits the frame, her ponytail swaying with motion.",
+          "The gravel road stretches empty now, flanked by tall grass and leafy trees. Distant power lines cut across the gray sky. The silence settles over the countryside, broken only by wind rustling through foliage. No trace of movement or presence remains—just stillness and open space.",
+          "From the right edge of the frame, the woman reappears, pushing her bicycle slowly into view. Her silhouette emerges first, then the silver frame and front basket come into focus. Her checkered blouse catches the soft light as she enters, one foot stepping onto the pedal.",
+          "The woman is fully back in frame, standing beside her bicycle on the gravel road. She wears the same blue-and-white checkered blouse, light-colored pants, and her dark hair remains in a low ponytail. Her silver bike with the front basket rests beside her, just as before. She stands still, facing forward, the quiet countryside surrounding her."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hair remain tied back in a ponytail throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main pattern on the woman's shirt?",
+          "options": [
+            "A. Red",
+            "B. Blue",
+            "C. White",
+            "D. Green"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman's checkered shirt consistently visible and unchanged during the entire sequence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the woman doing with her hands at the beginning of the video?",
+          "options": [
+            "A. Holding the handlebars",
+            "B. Adjusting her hair",
+            "C. Raising her hand",
+            "D. Pointing ahead"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "After retrieving the item from her basket, does the woman turn back to face the man on the bicycle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two individuals, a young woman and a young man, both appearing to be in their late teens or early twenties, are riding bicycles side by side on a rural gravel road. The woman, positioned on the left, wears a short-sleeved, button-up blouse with a blue-and-white checkered pattern, paired with light-colored pants. Her dark hair is pulled back into a low ponytail. She holds the handlebars of her bicycle, which has a silver frame and a front basket. The man, on the right, wears a white short-sleeved polo shirt with a blue collar and dark trousers, with a black shoulder bag slung across his chest. His dark hair is neatly cut and short. Both face forward, slightly angled toward each other, suggesting interaction. They ride along a narrow, unpaved path flanked by green grass and trees under overcast daylight, with distant power lines visible. Their posture is relaxed, indicating casual movement through a quiet countryside setting.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_cbb114deb7a6845bc2abd724d351bbec",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_cbb114deb7a6845bc2abd724d351bbec"
+  },
+  {
+    "instance_id": "mem_openhumanvid_9fdb149c839d7bc6b941dd95c32f0c3c",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/9fdb149c839d7bc6b941dd95c32f0c3c.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman stands in a dim, cave-like space bathed in cool blue light. She wears a flowing, light-colored silk robe adorned with delicate floral patterns in soft pink, green, and blue hues. Her long black hair is styled in an intricate updo with red accents, and a small red mark graces her forehead. She holds a dark, ornate staff with curved elements and rings, her expression urgent, mouth slightly parted.",
+          "The woman begins to walk steadily toward the right side of the frame, her robe swaying gently with each step. The staff moves rhythmically beside her as she exits, her form gradually narrowing into the edge of view. The shadows deepen behind her, and only the lower half of her body remains visible as she slips out of sight.",
+          "The cave remains still and quiet, its rocky textures illuminated by faint bluish light. Cracks in the stone walls reflect subtle glimmers, and dust floats lazily in the air. The atmosphere is heavy with silence, the emptiness emphasizing the absence of movement or presence—only the cold, mystical environment remains.",
+          "From the left edge of the frame, the woman re-emerges, stepping slowly back into view. Her robe’s floral patterns catch the dim light as she enters, one foot forward. The tip of her ornate staff appears first, followed by her waist and then her face, still marked with urgency, her gaze fixed ahead.",
+          "The woman stands fully within the frame, her appearance unchanged—light silk robe with soft floral designs, elaborate black hair adorned with red accents, red mark on her forehead, and the dark, curved staff held firmly in hand. She is stationary, her expression tense yet resolute, exactly as before, rooted in the mysterious cave under the same cool, blue glow."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hairstyle remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the decorative hairpin in the woman's updo?",
+          "options": [
+            "A. Red",
+            "B. Gold",
+            "C. Silver",
+            "D. Black"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the red marking on the woman's forehead visible in every frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What pattern is visible on the woman's robe?",
+          "options": [
+            "A. Floral",
+            "B. Striped",
+            "C. Geometric",
+            "D. Solid"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the ornate staff next to the woman change its appearance or position during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, a woman and a man, both appearing to be in their late twenties to early thirties. The woman, positioned on the left, wears a flowing, light-colored robe with floral patterns in soft hues of pink, green, and blue, likely made of silk or a similar lightweight fabric; her attire suggests traditional East Asian clothing. Her long black hair is styled in an elaborate updo with decorative red accents, and she has a small red mark on her forehead. She holds a large, dark ornate weapon resembling a staff or spear with curved elements and rings, suggesting martial significance. Her expression is one of urgency or concern, mouth slightly open. The man, on the right and slightly blurred, wears a plain white robe with a V-neckline, his long black hair tied back loosely. He appears calm and focused, facing forward. They stand in a dimly lit cave-like setting with rocky textures in the background, illuminated by cool, bluish lighting that casts shadows, creating a mystical atmosphere.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_9fdb149c839d7bc6b941dd95c32f0c3c",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_9fdb149c839d7bc6b941dd95c32f0c3c"
+  },
+  {
+    "instance_id": "mem_openhumanvid_f597a56a57ac95f74397e8faf9b0d8ad",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/f597a56a57ac95f74397e8faf9b0d8ad.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A middle-aged man sits upright at a polished dark wooden desk, wearing a light gray pinstriped suit jacket over a crisp white dress shirt with cuffed sleeves and a dark blue diamond-patterned tie. His clean, well-kept hands hold a folded sheet of paper with handwritten Chinese characters. A red-inked envelope rests before him, and a brass telegraph machine glints in the foreground under soft, diffused lighting.",
+          "The man rises slowly from his chair, straightening his jacket as he turns away from the desk. He walks steadily deeper into the room, moving toward the far background where dark wood paneling recedes into shadow. Only his back and shoulders remain visible as he fades from view.",
+          "The desk remains untouched, the folded paper still held in place by his absence. The red-inked envelope lies open beside the brass telegraph machine, its coiled wire catching faint light. Soft shadows stretch across the polished wood floor, and the quiet study feels suspended in time.",
+          "From the far background, a figure emerges—slowly stepping forward through the dim corridor. The silhouette grows clearer, revealing the familiar shape of a man in a light gray pinstriped jacket. He advances steadily, his posture upright, approaching the desk once more.",
+          "The man stands fully in frame, seated again at the desk, identical to before. He wears the same light gray pinstriped suit jacket, white dress shirt with cuffed sleeves, and dark blue diamond-patterned tie. His hands rest on the folded paper, the red-inked envelope beside it, under the same soft, diffused light—motionless, composed, and unchanged."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hairstyle (short dark hair) remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of eyewear does the man wear?",
+          "options": [
+            "A. Sunglasses",
+            "B. Round-rimmed glasses",
+            "C. Rectangular-rimmed glasses",
+            "D. No glasses"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing the same patterned blue tie throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What color is the vest worn by the man?",
+          "options": [
+            "A. Dark gray",
+            "B. Light blue",
+            "C. White",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "When the second person enters the frame from the right, does the seated man remain in the same position and continue reading?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "One person is visible in the frame, appearing to be a middle-aged man based on hand appearance and attire. He wears a light gray pinstriped suit jacket over a white dress shirt with cuffed sleeves, paired with a dark blue patterned tie featuring diamond motifs. His hands are holding a folded sheet of paper with handwritten Chinese characters, while another envelope with red ink calligraphy lies on the dark wooden desk before him. A brass telegraph machine with a lever and coiled wire is partially visible in the foreground, suggesting a historical or early 20th-century setting. The man’s posture is upright and engaged, leaning slightly forward as he examines the document. His hair is not visible, but his hands appear clean and well-kept, with no visible jewelry. He is seated at a polished wooden desk against a backdrop of dark wood paneling, under soft, diffused lighting that casts gentle shadows, indicating an indoor office or study environment.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_f597a56a57ac95f74397e8faf9b0d8ad",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_f597a56a57ac95f74397e8faf9b0d8ad"
+  },
+  {
+    "instance_id": "mem_openhumanvid_dc4111517e93f5decf53e2268b80febf",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/dc4111517e93f5decf53e2268b80febf.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "In a dimly lit corridor, an older man with thinning black hair combed back and prominent facial lines stands facing right. He wears oval-rimmed glasses, a dark suit jacket over a crisp white shirt. Beside him, a younger man in his late 20s, with tousled black hair and sharp features, dons a navy suit, white shirt, and dark purple tie. Fluorescent lights hum overhead, casting soft shadows along the hallway.",
+          "The younger man begins to move forward, stepping toward the staircase at the end of the corridor. His posture remains rigid, eyes focused ahead. As he ascends, only his shoulders and head remain visible against the green exit sign glowing above the railing.",
+          "The staircase is now empty. The dim corridor stretches into silence, illuminated by flickering fluorescent lights. Closed doors line the walls, and the green exit sign glows faintly above the stairwell. Shadows pool beneath the railings, and no movement disturbs the stillness.",
+          "A figure descends from the top of the frame, emerging slowly into view. The lower half of a navy suit appears first, followed by the crisp white shirt and dark purple tie. The man’s tousled black hair comes into focus as he steps down, his expression serious and intent.",
+          "The younger man is fully back in frame, standing in the same position as before. His short, tousled black hair, sharp facial features, and navy suit with white shirt and dark purple tie are identical to earlier. He stands still, gaze steady, under the dim glow of the fluorescent lights."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the older man maintain his slicked-back hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of glasses does the older man wear?",
+          "options": [
+            "A. Thick black frames",
+            "B. Thin wire-rimmed frames",
+            "C. No glasses",
+            "D. Sunglasses"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the younger man wearing a purple tie throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the older man's suit jacket?",
+          "options": [
+            "A. Black",
+            "B. Light gray",
+            "C. Dark blue",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the younger man's expression change from serious to smiling at any point in the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two men in a dimly lit indoor corridor. The man on the left is older, approximately 50–60 years old, with a fair complexion, thinning black hair combed back, and prominent facial lines. He wears thin-rimmed oval glasses, a dark suit jacket over a white dress shirt, and appears to be mid-speech. His posture is slightly forward-leaning, facing toward the right of the frame. The younger man on the right, likely in his late 20s or early 30s, has short, tousled black hair, sharp facial features, and a serious expression. He wears a dark navy suit, a crisp white shirt, and a dark purple tie. Both are dressed formally, suggesting a professional setting. The background reveals fluorescent lighting, a green exit sign, and closed doors along a hallway, indicating an office or institutional building. The lighting casts soft shadows, enhancing the tense atmosphere.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_dc4111517e93f5decf53e2268b80febf",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_dc4111517e93f5decf53e2268b80febf"
+  },
+  {
+    "instance_id": "mem_openhumanvid_cb075441021eecd283ffe5af68c16a8b",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/cb075441021eecd283ffe5af68c16a8b.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Two young men stand side by side in a dimly lit bedroom bathed in soft blue light. The one on the left wears a light beige long-sleeve shirt, holding a large plush rabbit with gray ears and a red-and-white striped body close to his chest. He has short, dark, neatly styled hair and a slightly surprised expression. The man on the right wears a white t-shirt under a gray zip-up hoodie, with bangs falling over his forehead and a neutral gaze. Behind them, a wooden bookshelf lines the wall, books and trinkets scattered across its shelves, while a bunk bed peeks from the left.",
+          "The man on the left begins to step forward, moving slowly toward the right side of the frame. His hands tighten around the plush rabbit as he shifts weight, his body partially obscured by a tall wooden pillar rising from the floor. His face remains visible, eyes wide, as he moves behind the structure, the blue glow catching the edge of his sleeve.",
+          "The pillar now fully blocks the view. Only the quiet bedroom remains—soft blue lighting casting gentle shadows across the bookshelf, the bunk bed’s upper level faintly visible, and the plush rabbit no longer in sight. The air feels still, the room unchanged except for the absence of movement.",
+          "A figure emerges from behind the pillar on the far right. The man on the left reappears, stepping into frame with cautious motion. His beige shirt and the plush rabbit are just visible, the red-and-white stripes peeking out as he edges forward. His dark hair is still neat, his expression lingering in surprise.",
+          "The man stands fully in frame again, identical to before. He wears the same light beige long-sleeve shirt, clutching the gray-eared, red-and-white striped plush rabbit near his chest. His short, dark hair is perfectly styled, and his startled expression remains unchanged. The man on the right stands beside him, calm in his white t-shirt and gray hoodie, both facing forward in the softly lit room."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the person on the left have dark hair throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by the person on the left?",
+          "options": [
+            "A. Blue",
+            "B. White",
+            "C. Beige",
+            "D. Green"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the plush toy held by the person on the left consistently visible in the same orientation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary object being held by the person on the left?",
+          "options": [
+            "A. A book",
+            "B. A stuffed animal",
+            "C. A bag",
+            "D. A phone"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the person on the right remain completely still throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two young men, appearing to be in their late teens or early twenties, are positioned side by side in a dimly lit bedroom. The individual on the left wears a light beige long-sleeve shirt and holds a large, plush rabbit toy with gray ears and a red-and-white striped body; his hands are clasped around it near his chest. He has short, dark hair styled neatly, with a slightly surprised or startled expression. The person on the right is dressed in a white t-shirt layered under a gray zip-up hoodie, his posture relaxed but attentive. He has short, dark hair with bangs falling over his forehead and a neutral expression. Both face forward, toward the camera. Behind them, a wooden bookshelf filled with books and small items lines the wall, along with a bunk bed partially visible on the left. The room is illuminated by soft blue ambient lighting, suggesting nighttime or low-light conditions.",
+      "exit_plan": {
+        "exit": "steps behind a large foreground object (pillar, wall, or vehicle) blocking the view entirely",
+        "return": "emerges from the other side of the occluding object"
+      }
+    },
+    "task_id": "mem_openhumanvid_cb075441021eecd283ffe5af68c16a8b",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_cb075441021eecd283ffe5af68c16a8b"
+  },
+  {
+    "instance_id": "mem_openhumanvid_0f361e624377b3b14611e82a695bc9c5",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/0f361e624377b3b14611e82a695bc9c5.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young adult male with shoulder-length dark hair styled in neat side-swept bangs stands in a sterile hospital hallway, wearing thin-framed rectangular glasses. He is dressed in a crisp white lab coat over a light blue pinstriped dress shirt and a dark purple striped tie. His slender frame faces slightly left, engaged in a serious conversation with another person whose back is turned.",
+          "The man begins to turn toward the right, stepping forward with measured purpose. His lab coat sways gently as he moves, his glasses catching the fluorescent light. Only half of his body remains visible as he starts to disappear around the corner, leaving the second figure still facing him.",
+          "The corridor is now empty—white walls stretch into the distance under cool overhead lighting. A red emergency light glows faintly at the far end. The polished floor reflects the sterile glow, and the silence echoes through the quiet medical hallway, untouched by movement or sound.",
+          "From the same corner, a figure begins to emerge—first just the edge of a white lab coat, then the silhouette of a slender build. Dark hair and the gleam of glasses become visible as the man rounds the bend, re-entering the frame slowly, his posture composed and deliberate.",
+          "The man stands fully in view once more, his appearance identical to before: shoulder-length dark hair, side-swept bangs, thin-framed glasses, white lab coat over a light blue pinstriped shirt and dark purple striped tie. He is stationary, facing slightly left, completing the return with precise symmetry to his original position."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hairstyle change at any point during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the tie worn by the man?",
+          "options": [
+            "A. Blue",
+            "B. Purple",
+            "C. Red",
+            "D. Silver"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing glasses throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the man's outer garment?",
+          "options": [
+            "A. Black",
+            "B. White",
+            "C. Gray",
+            "D. Purple"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression change from serious to smiling during the conversation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, one fully visible and the other partially seen from behind. The visible person appears to be a young adult male, approximately 25–35 years old, with dark, shoulder-length hair styled neatly with side-swept bangs. He wears thin-framed rectangular glasses and has a slender build. His attire includes a white lab coat over a light blue pinstriped dress shirt paired with a dark purple striped tie. He stands facing slightly left, engaging in what seems to be a serious conversation with the second individual, whose back is turned to the camera; this person also wears a white lab coat and has medium-length brown hair. The setting is an indoor hospital or medical facility hallway, characterized by fluorescent lighting, white walls, and a distant red emergency light. The lighting is cool and clinical, emphasizing the professional atmosphere.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_0f361e624377b3b14611e82a695bc9c5",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_0f361e624377b3b14611e82a695bc9c5"
+  },
+  {
+    "instance_id": "mem_openhumanvid_ee552259aaacc00e95f7249dab418047",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/ee552259aaacc00e95f7249dab418047.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A single figure stands in the foreground, arm extended toward a wet stone ledge. They wear a dark formal sleeve with a rich brown cuff, paired with a pristine white glove made of smooth cotton or linen, fitting snugly over the hand. No face or body is visible—only the poised arm and glove. Behind, blurred figures in earth-toned military uniforms stand against aged stonework under dim, overcast light.",
+          "The figure slowly turns their arm inward, retracting from the puddle’s edge. Their movement is deliberate, almost ceremonial, as they begin to pivot away from the camera. The white glove remains sharply defined against the damp cobblestones, while the dark sleeve glides forward into shadow, heading toward a narrow stone corner.",
+          "The person vanishes entirely behind the curved wall, leaving only the rain-slicked ground and ancient stonework in view. Distant figures remain motionless in the background, their uniforms blending into the muted tones of the fortress-like setting. The air feels still, heavy with quiet anticipation.",
+          "From the same corner, a silhouette re-emerges—first the edge of a dark sleeve, then the crisp white glove appearing at the frame’s edge. The hand moves cautiously forward, fingers slightly curled, as if resuming a ritual. The figure steps back into the scene, slow and measured, returning along the same path.",
+          "The person is now fully visible again, standing exactly as before. The dark formal sleeve with its brown cuff rests naturally, and the pristine white glove covers the hand completely, unblemished and perfectly fitted. No other features are seen—just the arm, poised above the puddle, as if time had not passed."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's short dark hair remain visible throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the color of the gloves worn by the man?",
+          "options": [
+            "A. Black",
+            "B. White",
+            "C. Gray",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the red mark on the man's glove visible both in the close-up shot and when his face is shown?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What insignia is visible on the man's epaulets?",
+          "options": [
+            "A. Three stars",
+            "B. Three circles",
+            "C. Three triangles",
+            "D. Three lines"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man maintain a serious facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single person is visible in the foreground, their arm extended toward a wet stone ledge. The individual wears a dark, possibly black, formal sleeve with a brown cuff, paired with a pristine white glove that covers the hand completely. The glove appears made of smooth fabric, likely cotton or linen, and is neatly fitted. No other part of the body or face is visible, so age, gender, hair, or build cannot be determined. The hand is positioned just above a shallow puddle along the edge of a rough-hewn stone wall, suggesting deliberate motion or inspection. In the blurred background, several indistinct figures stand in what appears to be a historical or military setting, wearing period-style uniforms with earthy tones and armor-like elements. The environment is dimly lit, likely overcast or shaded, with damp cobblestone ground and aged stonework indicating an outdoor urban or fortress-like location. The person’s posture implies cautious or ceremonial movement, facing slightly away from the camera toward the wall.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_ee552259aaacc00e95f7249dab418047",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_ee552259aaacc00e95f7249dab418047"
+  },
+  {
+    "instance_id": "mem_openhumanvid_838dce5a9033de45ff32c1ac749a1abb",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/838dce5a9033de45ff32c1ac749a1abb.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man with a full beard and dark, wavy hair styled upward stands in a warmly lit hallway, wearing a brown zip-up sweater with gray trim over a collared shirt and suspenders. His serious expression is framed by the cream-colored walls and arched doorways behind him, while another man in a navy double-breasted uniform holds a tray of pastries nearby.",
+          "The bearded man begins to turn left, stepping forward with purpose toward a corner in the hallway. His body angles away from the camera as he moves, the suspenders shifting slightly with his motion, his face still visible but partially obscured by the curve of the wall ahead.",
+          "The corner now blocks all view of the man; only the cream-colored walls, wooden doors, and blurred figures in the background remain. Warm light spills across the polished floor, and the distant murmur of voices echoes through the quiet corridor.",
+          "From the same corner, the man re-emerges, slowly stepping back into frame. His shoulder and part of his face come into view first, the brown sweater and gray trim catching the light as he rounds the bend, his steady gaze fixed forward.",
+          "The man stands fully in frame once more, his full beard and dark, wavy hair neatly styled, wearing the same brown zip-up sweater with gray trim, collared shirt, and suspenders. He is stationary, facing the camera with a serious expression, exactly as before."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the brown sweater maintain his beard throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the uniform jacket worn by the man on the right?",
+          "options": [
+            "A. Red",
+            "B. Navy blue",
+            "C. Black",
+            "D. Gray"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man in the navy uniform consistently wearing a black tie?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How many gold stripes are visible on the sleeve of the man's uniform jacket?",
+          "options": [
+            "A. One",
+            "B. Two",
+            "C. Three",
+            "D. Four"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man in the brown sweater cross his arms at any point during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two men in the foreground, both appearing to be in their late 30s to early 50s. The man on the left has a full beard and dark, wavy hair styled upward; he wears a brown zip-up sweater with gray trim over a collared shirt and suspenders. He stands slightly angled toward the camera with a serious expression. The man on the right has short, dark hair and a rounder face; he is dressed in a dark navy double-breasted uniform jacket with gold buttons and a black tie, suggesting a formal or maritime role. He holds a tray topped with a silver finial and covered in small pastries. Both men are standing in an indoor hallway with cream-colored walls, arched doorways, and wooden doors in the background. Several other people are visible behind them, blurred, indicating a crowded space. The lighting is warm and diffused, typical of interior scenes.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_838dce5a9033de45ff32c1ac749a1abb",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_838dce5a9033de45ff32c1ac749a1abb"
+  },
+  {
+    "instance_id": "mem_openhumanvid_289e5f62cfea15b7b49bf9cbc90c223d",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/289e5f62cfea15b7b49bf9cbc90c223d.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Two men stand in a minimalist indoor space, softly lit. The man on the left has short, curly dark hair and a full beard, wearing a light gray zip-up jacket over a black and white layered shirt. He faces forward, head turned right. The man on the right has neatly styled medium-length dark hair, a dark gray suit jacket, an unbuttoned white dress shirt, and a thin black choker necklace. They are engaged in quiet conversation.",
+          "The man on the left begins to turn slowly toward the right, stepping away from his companion. His body shifts sideways as he walks toward a corner near the modern metal staircase railing. Only his back and left profile remain visible as he moves out of the frame’s center.",
+          "The corner is now empty. The minimalist interior remains unchanged—light-colored walls, a framed abstract painting, and the sleek metal railing of the staircase. Soft ambient light fills the space. No movement or presence is detectable; the scene is still and quiet.",
+          "A figure emerges from behind the same corner, reappearing gradually into view. The man on the left steps forward, only partially visible—his shoulder and side of his face entering the frame first. His posture suggests he is returning deliberately, moving with calm intent.",
+          "The man is fully back in frame, standing in the same position as before. His short, curly dark hair and full beard are unchanged. He wears the light gray zip-up jacket over the black and white layered shirt. His body faces forward, head turned right, just as in the beginning. He stands still, the scene restored exactly as it was."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does Man 1 (left) maintain his full beard throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by Man 2 (right)?",
+          "options": [
+            "A. Black",
+            "B. White",
+            "C. Blue",
+            "D. Green"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the black choker-style necklace visible on Man 2 (right) throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of jacket is Man 1 (left) wearing?",
+          "options": [
+            "A. Leather",
+            "B. Zip-up",
+            "C. Button-up",
+            "D. Hoodie"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Do both men maintain their respective positions (Man 1 on the left, Man 2 on the right) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two men are present in the frame, both appearing to be in their late twenties to early thirties. The man on the left has short, curly dark hair and a full beard, wearing a light gray zip-up jacket over a black and white layered shirt. He stands slightly angled toward the other man, with his body facing forward but head turned right. The man on the right has medium-length dark hair styled neatly, wearing a dark gray suit jacket over an unbuttoned white dress shirt with a thin black choker necklace. He is standing upright, facing left toward the first man. Both appear engaged in conversation. Behind them, a minimalist interior features a framed abstract painting on a light-colored wall and a modern metal staircase railing to the right. Lighting is soft and even, suggesting indoor ambient illumination. No visible accessories or props are held by either individual.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_289e5f62cfea15b7b49bf9cbc90c223d",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_289e5f62cfea15b7b49bf9cbc90c223d"
+  },
+  {
+    "instance_id": "mem_openhumanvid_f0faae2b9b81ee428aa8583ba550f92c",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/f0faae2b9b81ee428aa8583ba550f92c.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young male in his late teens to early twenties stands on the right side of the frame, clad in elaborate black armor adorned with intricate silver embroidery and layered textures reminiscent of ancient Chinese fantasy. His high-collared outfit features detailed shoulder pieces, dark gloves, and a sleek cascade of long black hair secured by a small decorative hairpin. A red triangular mark glows faintly on his forehead as he raises one hand, palm open, channeling unseen energy. Dramatic lighting highlights his commanding presence against a swirling backdrop of dark clouds, fiery embers, and abstract mystical patterns.",
+          "The figure begins to ascend a glowing stone staircase that emerges from the shadows, stepping upward with deliberate grace. His silhouette grows smaller as he moves toward the upper edge of the frame, one hand still raised, energy flickering around his palm. Only the lower half of his armored form remains visible, vanishing gradually into the misty heights above.",
+          "The staircase fades into the ethereal void, leaving only the dark, swirling sky filled with crimson flames and floating geometric symbols. Swirling clouds pulse with faint light, and distant embers drift like stars. The scene is still and silent, devoid of any human presence, yet charged with latent power.",
+          "From the top of the frame, a shadow descends slowly—first the gleaming silver shoulder piece, then the curve of the high collar. The figure’s long black hair flows down as he steps back into view, one gloved hand still raised, palm open. The red mark on his forehead pulses softly as he nears the center of the frame.",
+          "The young man is fully back in frame, standing tall and poised on the right side, identical to before. His black armor with silver embroidery, high collar, and detailed shoulder pieces are perfectly intact. His long black hair falls past his shoulders, held by the delicate hairpin, and the red triangular mark glows steadily on his forehead. He stands still, hand raised, facing slightly forward, as the mystical background swirls behind him."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Do the two male characters with elaborate costumes and headpieces remain in the frame throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the face markings on the male characters?",
+          "options": [
+            "A. Red",
+            "B. Gold",
+            "C. Blue",
+            "D. Black"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the ornate headpieces worn by the male characters consistent in design (horns/antlers) across different shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of weapons or props are the male characters holding?",
+          "options": [
+            "A. Swords",
+            "B. Staffs",
+            "C. Axes",
+            "D. No visible weapons"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the costume style of the male characters change from one shot to another within the first 6 seconds?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "One person, a young male in his late teens to early twenties, stands prominently on the right side of the frame. He wears an elaborate black outfit with intricate silver embroidery and layered textures, resembling traditional fantasy or ancient Chinese armor, featuring high collars and detailed shoulder pieces. His long, straight black hair is styled sleekly, falling past his shoulders, with a small decorative hairpin visible at the crown. A red triangular mark adorns his forehead. He wears dark gloves and holds one hand raised upward, palm open, as if channeling energy. His posture is upright and commanding, facing slightly toward the camera. The background is a dark, ethereal scene with swirling clouds, fiery elements, and abstract patterns, suggesting a mystical or otherworldly setting. Lighting focuses on him, casting dramatic shadows and highlighting his features against the moody, fantastical backdrop.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_f0faae2b9b81ee428aa8583ba550f92c",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_f0faae2b9b81ee428aa8583ba550f92c"
+  },
+  {
+    "instance_id": "mem_openhumanvid_7dbe82b3856152fb0c0ee99ef4082b0a",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/7dbe82b3856152fb0c0ee99ef4082b0a.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Two young East Asian men stand side by side in a softly lit room with wooden paneling and pale yellow striped wallpaper. Both wear matching gray open-front jackets over cream-colored traditional shirts with buttoned collars. The man on the left has short, neatly side-parted black hair; the one on the right has slightly longer, tousled wavy hair. Neither wears accessories. Their expressions are calm and neutral, framed by a geometric-patterned glass window to the left.",
+          "The man on the right begins to walk slowly backward into the depth of the room, his figure receding toward the far wall. His jacket sways gently with each step, and his tousled hair catches the soft daylight as he moves deeper into the background, still partially visible against the warm wooden panels.",
+          "The room is now empty—no trace of either man remains. Only the quiet stillness lingers. The wooden paneling, striped wallpaper, and geometric window frame remain unchanged under the diffused natural light. A faint shadow stretches across the floor where they once stood, but no movement disturbs the scene.",
+          "From the far end of the room, a figure emerges—first just the edge of a gray jacket, then the silhouette of the man with wavy dark hair. He walks steadily forward, his steps measured and deliberate. As he nears, the cream shirt beneath the jacket becomes visible, and the soft light glints off his tousled locks.",
+          "The man stands fully in frame, centered and still. He wears the same gray open-front jacket over the cream traditional shirt, his wavy dark hair tousled as before. No accessories adorn him. His expression is calm, matching his earlier appearance exactly. The room remains unchanged, bathed in soft daylight."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man on the right maintain the same facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the jacket worn by the man on the right?",
+          "options": [
+            "A. Dark Blue",
+            "B. Light Green",
+            "C. Grey",
+            "D. Beige"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man on the right's curly hair style consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the man on the right turn his head during the video?",
+          "options": [
+            "A. Always facing forward",
+            "B. Turns left, then right, then up",
+            "C. Stays still",
+            "D. Only turns right"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man on the right's facial features (eyes, nose, mouth) change between frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two young East Asian men, both appearing to be in their late teens or early twenties. They are dressed in matching gray, open-front jackets over cream-colored traditional-style shirts with buttoned collars and front closures; the fabric appears lightweight and possibly cotton or linen. Neither man wears any visible accessories such as glasses, jewelry, or hats. The man on the left has short, dark black hair styled neatly with a side part, while the man on the right has slightly longer, wavy dark hair that is tousled. Both have slim builds and neutral complexions. The man on the left stands slightly turned toward the center, looking off-frame to his right with a calm expression, while the man on the right faces forward with an open mouth, suggesting surprise or exclamation. They stand indoors against a backdrop of wooden paneling and pale yellow wallpaper with vertical stripes and subtle patterns. A geometric-patterned glass window with brown framing is visible on the left. The lighting is soft and even, likely natural daylight diffused through windows.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_7dbe82b3856152fb0c0ee99ef4082b0a",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_7dbe82b3856152fb0c0ee99ef4082b0a"
+  },
+  {
+    "instance_id": "mem_openhumanvid_3763e43f45788c935229311ad8a966e1",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/3763e43f45788c935229311ad8a966e1.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman stands in the foreground, framed by soft pink cherry blossoms. She wears a flowing silk qipao in deep crimson with golden embroidery, her long black hair styled in an elegant updo adorned with a delicate jade hairpin. She holds a folded paper fan in one hand, its surface painted with lotus flowers. The ambient glow highlights her poised stillness beneath the classical columns.",
+          "She begins to walk away from the camera, stepping gracefully toward the illuminated doorway in the background. Her qipao sways gently with each step, the fan held loosely at her side. The blossoms frame her silhouette as she moves deeper into the scene, her figure gradually receding into the warm light of the building’s entrance.",
+          "The doorway glows softly, casting a golden hue across the stone steps and columns. Cherry blossoms sway slightly in the night breeze, their petals drifting down like whispers. The wall sconces flicker faintly, illuminating the gold Chinese characters above the door. The scene remains still and serene, untouched by human presence.",
+          "From the far background, a figure emerges slowly from the shadowed doorway. She walks forward, her crimson qipao catching the ambient light as she steps into view. The edge of her sleeve brushes past a branch, stirring a few blossoms. Only part of her form is visible—her face still hidden behind the archway’s glow.",
+          "The woman stands fully in frame, centered beneath the blooming branches. Her crimson silk qipao with golden embroidery is pristine, her black hair neatly pinned with the jade hairpin, and the lotus-painted fan rests lightly in her hand. She is still, composed, and exactly as she was before—unchanged, unbroken, present."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Do both men maintain the same relative positions to each other while walking?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What item does one of the men carry in his left hand?",
+          "options": [
+            "A. A hat",
+            "B. A briefcase",
+            "C. A bag",
+            "D. A cane"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the taller man consistently on the left side of the shorter man throughout their walk?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Do both men's clothing details (color and style) remain unchanged as they walk down the street?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "How many distinct items are visible on the taller man?",
+          "options": [
+            "A. One",
+            "B. Two",
+            "C. Three",
+            "D. None"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "There are no people visible in this frame. The image depicts a nighttime scene of an architectural structure with classical columns and a balcony, partially framed by branches of pink cherry blossoms in full bloom. The building features illuminated wall sconces and a central doorway with a lit interior, suggesting a formal or historical setting. Gold Chinese characters are mounted above the entrance, adding cultural context. The lighting is soft and ambient, emanating from fixtures on the walls and ceiling, casting gentle shadows. The foreground is dominated by delicate pink flowers and dark tree branches, creating a contrast between natural beauty and man-made elegance. The environment appears serene and still, with no signs of human presence or movement.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_3763e43f45788c935229311ad8a966e1",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_3763e43f45788c935229311ad8a966e1"
+  },
+  {
+    "instance_id": "mem_openhumanvid_188a2b7be5c301471e43386cd1414865",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/188a2b7be5c301471e43386cd1414865.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A person stands centered in the frame, framed by sheer white curtains fluttering gently in a soft breeze. They wear a tailored navy-blue coat over a cream turtleneck, dark trousers, and polished black boots. Their short, neatly styled ash-blonde hair catches the diffused daylight. A silver wristwatch glints on their left arm as they hold a vintage leather satchel in their right hand.",
+          "The person begins to walk steadily toward the left edge of the frame, their posture upright and deliberate. The satchel swings slightly with each step, and the hem of their coat brushes against the window sill. Half of their body is now out of view, but their movement remains smooth and unhurried.",
+          "The frame is empty. Only the translucent curtains ripple faintly in the breeze, revealing the blurred outlines of scaffolding and stacked green-marked crates beyond the glass. Sunlight filters through the fabric, casting soft shadows across the windowpane. The urban construction site remains still and silent.",
+          "From the right side of the frame, a glimpse of dark trousers and polished boots appears, followed by the edge of the navy-blue coat. The person steps forward slowly, re-emerging into view. The satchel comes into sight, swinging gently as they continue walking inward.",
+          "The person stands fully within the frame, centered once more. Their ash-blonde hair is neatly styled, the navy-blue coat drapes perfectly over the cream turtleneck, and the silver wristwatch gleams under natural light. They hold the vintage leather satchel in their right hand, standing still and composed, exactly as before."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hair remain tied back in a low ponytail throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of earrings does the woman wear?",
+          "options": [
+            "A. Hoop earrings",
+            "B. Stud earrings",
+            "C. Dangle earrings",
+            "D. No earrings"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman's white lace top consistently visible and unchanged in style during the conversation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the woman's facial expression change during the interaction?",
+          "options": [
+            "A. From neutral to serious",
+            "B. From neutral to smiling",
+            "C. From smiling to neutral",
+            "D. From serious to smiling"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman maintain eye contact with the man throughout the entire conversation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "There are no people visible in this frame. The image shows a close-up view through a window partially covered by sheer, light-colored curtains, with the focus on the glass and fabric rather than any individual. The background reveals an out-of-focus construction site or industrial area, including scaffolding, wooden planks, and stacked materials, possibly crates or containers with green markings. The lighting is diffused and natural, suggesting daytime, but no human figures, clothing, accessories, hair, or physical features can be observed. The scene appears static, with no movement or presence of individuals within the frame. The environment suggests an urban or semi-urban setting undergoing development or renovation, though no specific details about people are discernible.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_188a2b7be5c301471e43386cd1414865",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_188a2b7be5c301471e43386cd1414865"
+  },
+  {
+    "instance_id": "mem_openhumanvid_b9485671363cffdfe3542fea69b00efb",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/b9485671363cffdfe3542fea69b00efb.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man and a woman stand in a softly lit institutional room with barred windows. The man, on the left, wears a light blue long-sleeved work shirt, a white lanyard around his neck, and has short black hair. The woman, in the foreground right, dons a dark gray vest over a white collared shirt, her short dark hair neatly styled, face serious as she gazes off-camera.",
+          "The woman begins to turn slowly toward the left, stepping forward with measured purpose. Her vest shifts slightly as she moves, her expression unchanged. She walks past the man, who remains still, and edges out of frame, her silhouette narrowing as she approaches the corner.",
+          "The corner is now empty. The room remains quiet, bathed in natural daylight filtering through the barred windows. The clinical walls, pale floor, and faint shadows linger—no movement, no sound, just the stillness of an unoccupied space.",
+          "From the same corner, a figure emerges—first a glimpse of dark fabric, then the edge of a navy vest. The woman steps back into view, her posture steady, her gaze fixed ahead. Her white collared shirt and short dark hair become clearer as she advances into the frame.",
+          "The woman stands fully within the frame, identical to before—dark gray vest over a crisp white shirt, short dark hair framing her face, expression serious. The light blue-shirted man remains beside her, unchanged. Both are still, their appearances exactly as they were at the start."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hairstyle remain unchanged as she turns to face the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the lanyard worn by the woman?",
+          "options": [
+            "A. Yellow",
+            "B. Orange",
+            "C. Red",
+            "D. Blue"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman's facial expression consistent before and after she turns to face the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of shirt is the woman wearing?",
+          "options": [
+            "A. Sleeveless top",
+            "B. Collared shirt",
+            "C. Tank top",
+            "D. Hoodie"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the lighting on the woman's face change significantly as she turns to face the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The frame features two individuals, a man and a woman, both appearing to be in their late twenties to early thirties. The man, positioned on the left side of the frame, wears a light blue, long-sleeved work shirt with a visible white lanyard or cord around his neck; his attire suggests a uniform. He has short black hair, a neutral expression, and is standing slightly turned away from the camera, facing left. The woman, in the foreground on the right, wears a dark gray or navy vest over a white collared shirt, also resembling a uniform. Her hair is short, dark, and neatly styled, framing her face. She has a serious, contemplative expression, with her gaze directed slightly off-camera. Both appear slim and composed. The setting is an indoor room with barred windows allowing natural daylight, suggesting a clinical or institutional environment such as a hospital or office. The lighting is soft and even, highlighting their faces without harsh shadows.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_b9485671363cffdfe3542fea69b00efb",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_b9485671363cffdfe3542fea69b00efb"
+  },
+  {
+    "instance_id": "mem_openhumanvid_14d97466f9aadcf3095d69c243357aca",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/14d97466f9aadcf3095d69c243357aca.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A person sits cross-legged on a patterned rug in a dimly lit room, facing away from the camera. They wear a flowing cream-colored robe with intricate embroidery along the hem and sleeves, layered over bright yellow satin trousers that catch the soft light. A dark blue cuff adorns one wrist, and long, dark braided hair trails down their back, ending in a small tassel. A thin black cord runs vertically along the robe’s spine. The room glows with warm, low lighting, casting gentle shadows around wooden furniture and ceremonial objects like incense sticks and small flags.",
+          "The person slowly rises from the rug, maintaining a composed posture. Their hands lift gently from their lap as they turn slightly to the left, stepping toward a faintly visible staircase ascending into the upper frame. The cream robe sways softly, revealing more of the yellow trousers beneath. Only the lower half remains fully visible as they begin their ascent.",
+          "The staircase is now empty. The dim room holds stillness—only the patterned rug, wooden furnishings, and ceremonial objects remain under the warm glow. Shadows stretch across the floor, and the faint scent of incense lingers in the air. No movement disturbs the quiet space.",
+          "From the top of the frame, a figure begins to descend. The edge of the cream robe appears first, followed by the yellow satin trousers catching the light. The dark blue cuff and braided hair come into view as the person steps down, moving slowly and deliberately. Only the upper portion of their form is visible as they re-enter the scene.",
+          "The person is fully seated again, cross-legged on the patterned rug, facing away from the camera. They wear the same flowing cream robe with embroidered details, layered over bright yellow satin trousers. The dark blue cuff rests at the wrist, and long, dark braided hair ends in a small tassel. The thin black cord runs down the back of the robe. The room remains unchanged, warm and still, as the person sits motionless, perfectly restored."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hair remain tied back in a braid throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the outer robe worn by the man?",
+          "options": [
+            "A. Red",
+            "B. Yellow",
+            "C. Green",
+            "D. Blue"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing a beard and mustache that appear white or gray?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary material or style of the man's headwear (if any)?",
+          "options": [
+            "A. A hat",
+            "B. A headband",
+            "C. A braid secured with a hairpin",
+            "D. None"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's posture remain seated and still throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "One person is seated cross-legged on a patterned rug in a dimly lit indoor space, likely a traditional or ceremonial room. The individual appears to be an adult of indeterminate gender, with a slender build and posture suggesting stillness or meditation. They wear a flowing, cream-colored robe with intricate embroidered patterns along the hem and sleeves, layered over bright yellow satin trousers that reflect light softly. A dark blue cuff or sleeve cover is visible at the wrist, contrasting with the lighter fabric. Their hair is long, dark, and braided tightly down the back, ending in a small tassel. No jewelry or accessories are visible, but a thin black cord runs vertically along the back of the robe. The person faces away from the camera, angled slightly to the left, with their hands resting gently on their lap. The background includes faint outlines of wooden furniture and ceremonial objects, such as incense sticks or small flags, under warm, low lighting that casts soft shadows across the scene.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_14d97466f9aadcf3095d69c243357aca",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_14d97466f9aadcf3095d69c243357aca"
+  },
+  {
+    "instance_id": "mem_openhumanvid_41619371dfb3eec067208f1b4d1a17c2",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/41619371dfb3eec067208f1b4d1a17c2.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late 30s to early 40s sits centered at a cluttered desk, angled slightly left. He wears a dark olive-green button-up jacket over a maroon shirt, both matte with visible stitching. His short, tousled black hair frames his face as he focuses downward, holding a red pen in his right hand. A black-strapped wristwatch rests on his left wrist, while papers, books, and office supplies surround him under soft overhead light.",
+          "The man shifts forward, rising from the chair with deliberate motion. He turns toward the upper left of the frame, lifting his legs as he begins ascending an unseen staircase. His back faces the viewer, the red pen still gripped in his hand, partially obscured by the edge of the desk as he moves upward and out of view.",
+          "The desk remains cluttered beneath dim lighting—papers scattered, a gray pen holder standing upright, a small figurine glinting faintly. The beige wall and dark shelving are still visible, shadows stretching across the surface. No movement or presence; only silence and stillness fill the space where the man once sat.",
+          "From the top of the frame, a figure descends slowly into view. The silhouette of a man’s head and shoulders emerges, stepping down the stairs. His dark olive-green jacket and maroon shirt become visible, along with the red pen now lowered in his hand. His posture is focused, moving steadily toward the desk.",
+          "The man stands fully within the frame, seated again at the cluttered desk. He wears the same dark olive-green jacket over a maroon shirt, both matte with visible stitching. His short, tousled black hair falls just above his ears, and the black-strapped wristwatch remains on his left wrist. He holds the red pen poised over the notebook, eyes focused downward, exactly as before."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's short brown hair appear consistently styled throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the jacket worn by the man in the video?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. Brown",
+            "D. Black"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the black wristwatch visible on the man's left wrist in all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of clothing is the man wearing underneath his green jacket?",
+          "options": [
+            "A. White t-shirt",
+            "B. Brown t-shirt",
+            "C. Gray sweater",
+            "D. No shirt"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man maintain the same seated posture throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "One adult male, appearing to be in his late 30s to early 40s, is seated at a cluttered desk in a dimly lit room. He wears a dark olive-green button-up jacket over a maroon shirt, both made of matte fabric with visible stitching. His short, slightly tousled black hair falls just above his ears, and he has a neutral expression with focused eyes directed downward at an open notebook. He holds a red pen in his right hand, poised over the paper, while his left hand rests near the edge of the page. A wristwatch with a black strap is visible on his left wrist. The man sits centered in the frame, angled slightly toward the viewer’s left, with his torso leaning forward in concentration. The desk is strewn with papers, books, a gray cylindrical container holding pens, a small figurine, and various office supplies. Behind him, a muted beige wall and dark shelving are partially visible, illuminated by soft overhead lighting that casts subtle shadows across his face and surroundings.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_41619371dfb3eec067208f1b4d1a17c2",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_41619371dfb3eec067208f1b4d1a17c2"
+  },
+  {
+    "instance_id": "mem_openhumanvid_ddc4ee429021570696b60649686892d3",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/ddc4ee429021570696b60649686892d3.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late twenties stands upright, clad in a richly embroidered red and gold robe with silver trim, layered over a green vest-like garment. His long black hair is tied back with a decorative hairpin, and he faces slightly right, gazing intently at the seated man. The setting is an opulent room with red lacquered walls and white lattice windows, softly lit to highlight intricate textures.",
+          "The man begins to walk steadily toward the left, his movements deliberate and composed. The hem of his ornate robe sways gently as he moves, the silver trim catching the light. His profile remains visible, the green vest and tied-back hair still prominent as he steps partially out of frame.",
+          "The man has fully exited the scene; no part of him is visible. The room remains still—red lacquered walls, white lattice windows, and the low wooden table with fruit untouched. The soft lighting continues to illuminate the detailed architecture and the quiet elegance of the space.",
+          "From the right side of the frame, the man re-enters, emerging slowly. Only his shoulder and part of his robe are visible at first, the red fabric and gold embroidery glinting subtly. His long black hair, secured with the hairpin, drapes slightly over his shoulder as he steps forward.",
+          "The man is now fully back in frame, standing upright and facing slightly right. He wears the same red and gold embroidered robe with silver trim, the green vest-like overlay, and his long black hair tied back with the decorative hairpin. He is stationary, his gaze fixed on the seated man, the scene unchanged from the beginning."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does Man 1 maintain his long dark hair tied back throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the primary robe worn by Man 2?",
+          "options": [
+            "A. Red",
+            "B. Yellow",
+            "C. Green",
+            "D. Blue"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is Man 2's goatee visible in all frames of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of headwear does Man 1 have?",
+          "options": [
+            "A. A crown",
+            "B. A headband",
+            "C. A hairpin",
+            "D. None"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does Man 2's braided hairstyle change during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two men in a traditional Chinese setting. The man on the left, appearing to be in his late twenties, stands upright and wears an ornate red and gold embroidered robe with silver trim and a green vest-like overlay; he has long black hair tied back with a decorative hairpin. He is slender, facing slightly right, and gazes toward the other man. The man on the right, likely in his forties, sits at a low wooden table, dressed in a yellow silk tunic with intricate geometric patterns on the sleeves and a long braid over his shoulder. He sports a thick mustache and beard and holds a tray with fruit, including apples and bananas. Both are positioned indoors against red lacquered walls with white lattice windows. The lighting is soft and even, highlighting the rich textures of their garments and the detailed architecture surrounding them.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_ddc4ee429021570696b60649686892d3",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_ddc4ee429021570696b60649686892d3"
+  },
+  {
+    "instance_id": "mem_openhumanvid_817969e50ee353b7ce1f00aac13da122",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/817969e50ee353b7ce1f00aac13da122.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late 30s to early 40s sits in the foreground, facing slightly right. He has short, dark brown hair with a neat tapered cut and a light mustache. His expression is serious, brows furrowed, mouth slightly open. He wears a black zip-up jacket with red accents on the collar and inner lining over an unbuttoned light blue collared shirt. No accessories are visible. His elbows rest forward, posture engaged. The background is softly blurred—warm wooden tones, indistinct chairs, ambient lighting casting soft shadows.",
+          "The man shifts his weight, leaning back slightly before pushing himself up from the surface. He turns toward the left side of the frame, stepping forward with purpose. His jacket moves with him, revealing more of the red lining as he begins to walk past a large stone pillar that starts to block his form.",
+          "The pillar now fully obscures the man. Only the warm, softly lit interior remains—wooden paneling, muted café-style seating, and dim overhead lights casting gentle glows. The space feels quiet, still, untouched by motion. No trace of the man is visible; the environment stands alone in calm stillness.",
+          "From behind the pillar’s right edge, a sliver of black jacket appears, followed by the curve of his shoulder. The red accent along the collar peeks into view. His movement is steady, deliberate. He steps further into frame, half-visible now, the light catching the edge of his dark hair and the faint outline of his mustache.",
+          "The man is fully back in frame, seated again in the same position as before. His short dark brown hair, light mustache, and serious expression remain unchanged. He wears the black zip-up jacket with red accents and the unbuttoned light blue shirt. No accessories. Elbows rest forward, posture engaged. The background remains softly blurred, warm and still. He is stationary, exactly as in the beginning."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When the man turns back to face the camera after walking away, does he still have short dark hair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main body of the jacket worn by the man?",
+          "options": [
+            "A. Black",
+            "B. Red",
+            "C. Orange",
+            "D. Blue"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing white earphones both before and after turning around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the color of the sleeves on the man's jacket?",
+          "options": [
+            "A. Red",
+            "B. Black",
+            "C. White",
+            "D. Gray"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression change from serious to smiling when he turns back to face the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single adult male, appearing to be in his late 30s to early 40s, is seated in the foreground of the frame, facing slightly to the right. He has short, dark brown hair with a neat, tapered cut and a light mustache. His facial expression is serious, with furrowed brows and a slightly open mouth as if mid-speech or contemplation. He wears a black zip-up jacket with red accents along the collar and inner lining, over a light blue collared shirt that remains unbuttoned at the top. No visible accessories such as glasses, jewelry, or hats are present. His posture is leaned forward, elbows resting on an unseen surface, suggesting engagement in conversation or deep thought. The background is softly blurred, indicating an indoor setting with warm wooden tones, possibly a café or office lounge, featuring indistinct chairs and ambient lighting that casts soft shadows across his face.",
+      "exit_plan": {
+        "exit": "steps behind a large foreground object (pillar, wall, or vehicle) blocking the view entirely",
+        "return": "emerges from the other side of the occluding object"
+      }
+    },
+    "task_id": "mem_openhumanvid_817969e50ee353b7ce1f00aac13da122",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_817969e50ee353b7ce1f00aac13da122"
+  },
+  {
+    "instance_id": "mem_openhumanvid_27dbb2a1fbe651997d8b80c4f8ba1db8",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/27dbb2a1fbe651997d8b80c4f8ba1db8.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman in her late 40s or early 50s sits centered on a couch, her short dark black bob neatly styled with a straight fringe. She wears a vibrant royal blue long-sleeved sweater with wide sleeves, loose cream-colored pants, and a thin black bracelet on her left wrist. Her hands rest gently around a small white cup in her lap. She gazes off-frame with a contemplative expression, framed by two dark gray pillows and one orange floral throw pillow. Behind her, a modern kitchen glows softly under warm evening light.",
+          "The woman slowly shifts her posture, turning her upper body to the right. Her hands lift the white cup slightly as she rises from the couch. Her movement is deliberate and quiet, her blue sweater draping over her arms as she begins to walk toward the corner of the room. Only her back and part of her profile remain visible as she moves out of frame.",
+          "The couch remains empty, the two dark gray pillows and the patterned orange throw pillow undisturbed. The kitchen behind—wooden cabinets, stainless steel appliances, a toaster, paper bags, and stacked containers—is still bathed in soft, warm light. No motion, no sound. The space feels quiet and expectant.",
+          "A figure emerges from the same corner, rounding into view. The woman’s silhouette appears first, then her royal blue sweater, the wide sleeves catching the light. Her short black hair and straight fringe become visible as she steps forward, her hands once again cradling the small white cup. She walks steadily, partially framed by the edge of the couch.",
+          "The woman is now fully in frame, seated once more on the couch in the exact same position. Her short dark black bob, straight fringe, and relaxed posture are unchanged. She wears the vibrant royal blue sweater, cream pants, and the thin black bracelet on her left wrist. Her hands hold the white cup in her lap, and she faces slightly to her right, gazing off-frame with the same contemplative expression. The scene is still, complete, and identical to the beginning."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman in the blue sweater maintain the same hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the woman's pants?",
+          "options": [
+            "A. Blue",
+            "B. White",
+            "C. Black",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the silver bracelet visible on the woman's left wrist both before and after the man sits down?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What item is the woman holding in her hands?",
+          "options": [
+            "A. A book",
+            "B. A phone",
+            "C. A small white cup",
+            "D. A remote control"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's facial expression remain neutral throughout the interaction with the man?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single adult woman, appearing to be in her late 40s or early 50s, sits centered in the frame on a couch. She has short, dark black hair styled in a neat bob with a straight fringe. Her build is slender and she maintains an upright posture with hands gently clasped around a small white cup held in her lap. She wears a vibrant royal blue long-sleeved sweater with a relaxed fit and wide sleeves, paired with loose-fitting cream-colored pants. No visible jewelry or accessories adorn her, though a thin black bracelet is noticeable on her left wrist. The background reveals a modern kitchen with wooden cabinets, stainless steel appliances, and various items such as a toaster, paper bags, and stacked containers. The lighting is soft and warm, suggesting indoor evening illumination. She faces slightly to her right, gazing off-frame with a contemplative expression, seated between two dark gray pillows and one patterned orange throw pillow featuring floral and paisley designs.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_27dbb2a1fbe651997d8b80c4f8ba1db8",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_27dbb2a1fbe651997d8b80c4f8ba1db8"
+  },
+  {
+    "instance_id": "mem_openhumanvid_27a4f86d1261e7f67c5d08604dfc5aa7",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/27a4f86d1261e7f67c5d08604dfc5aa7.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Two women sit on low stone benches in a sunlit garden. The woman on the left, in her late 60s or early 70s, wears a mustard-yellow sleeveless vest with dark trim over a green patterned blouse and a dark gray skirt. Her short, neatly styled gray hair frames her face, and a thin bracelet glints on her left wrist. The woman on the right, in her 40s or 50s, has shoulder-length dark brown hair and is draped in a red-and-brown plaid shawl over a navy blue top and light blue skirt. A silver outdoor faucet blurs in the foreground, while potted plants, a wooden fence, and a green rain barrel form a rustic backdrop under natural daylight.",
+          "The woman on the right slowly rises from her bench, turning toward the right side of the frame. Her plaid shawl drapes over her shoulders as she steps forward, her navy blue top and light blue skirt swaying slightly. She moves past the edge of the frame, her body partially obscured by the stone bench as she begins to exit.",
+          "The garden remains still. The stone benches sit empty beneath dappled sunlight. The silver faucet gleams softly in the foreground, while potted plants sway gently in the breeze. The wooden fence and green rain barrel stand unchanged, framed by lush foliage and warm daylight. No trace of movement remains.",
+          "A figure reappears from the right, rounding the same corner. The woman’s plaid shawl comes into view first, followed by the curve of her shoulder and the navy blue top beneath. Her light blue skirt peeks into the frame as she steps forward, moving steadily back into the scene.",
+          "The woman is now fully visible, seated again on the stone bench. Her shoulder-length dark brown hair falls naturally, the red-and-brown plaid shawl draped over her shoulders, navy blue top and light blue skirt unchanged. She sits slightly turned toward her companion, hands resting calmly. The garden remains serene, bathed in daylight, with no sign of movement—only stillness and continuity."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the elderly woman's hair color remain gray throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the dominant color of the vest worn by the elderly woman?",
+          "options": [
+            "A. Green",
+            "B. Yellow",
+            "C. Red",
+            "D. Blue"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the elderly woman wearing any visible jewelry other than the bracelet on her left wrist?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of pants is the elderly woman wearing?",
+          "options": [
+            "A. Skinny jeans",
+            "B. Wide-leg pants",
+            "C. Shorts",
+            "D. Capris"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the elderly woman maintain a consistent smiling expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two women are seated outdoors in a garden-like setting, engaged in conversation. The woman on the left appears to be in her late 60s or early 70s; she has short, neatly styled gray hair and wears a mustard-yellow sleeveless vest with dark trim over a green patterned blouse and dark gray skirt. Her hands rest on her lap, and she wears a thin bracelet on her left wrist. The woman on the right, likely in her 40s or 50s, has shoulder-length dark brown hair and is draped in a red-and-brown plaid shawl over a navy blue top and light blue skirt. She sits slightly turned toward the other woman. Both are seated on low stone benches. In the foreground, a silver outdoor faucet is visible, partially out of focus. Behind them, a wooden fence, green rain barrel, and potted plants create a rustic backdrop under natural daylight.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_27a4f86d1261e7f67c5d08604dfc5aa7",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_27a4f86d1261e7f67c5d08604dfc5aa7"
+  },
+  {
+    "instance_id": "mem_openhumanvid_f602b4424ba5b3da8a2e62b38655abf1",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/f602b4424ba5b3da8a2e62b38655abf1.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A single adult male, late twenties or early thirties, stands in profile facing left, his medium-length dark brown hair neatly styled with a slight wave. He has a full, well-groomed beard and mustache, olive-toned skin, and a focused expression. Dressed in a dark woolen collared shirt with cream inner lining at the collar and cuffs, he holds a green smartphone to his right ear, illuminated by dim, warm light. Behind him, a green-framed doorway opens into a softly lit interior, flanked by a wooden wall with faint graffiti.",
+          "The man begins to walk steadily toward the right, his body angled slightly forward as he moves out of frame. His right hand remains raised, still holding the phone to his ear, while his dark shirt sways gently with each step. The edge of his shoulder and arm fade from view, leaving only the warmth of the light and the texture of the wooden wall behind.",
+          "The frame is now empty—no trace of the man remains. Only the dimly lit environment persists: the green-framed doorway glows softly, casting subtle shadows across the weathered wooden wall. Faint graffiti lingers in the background, untouched by movement. The warm ambient light pools quietly, filling the space where he once stood.",
+          "From the left side of the frame, the man re-emerges, stepping slowly into view. His dark woolen shirt and cream-lined collar become visible first, followed by the side of his face, still bearing the same intense expression. His right hand lifts the green smartphone to his ear once more, the motion deliberate and familiar.",
+          "The man is fully back in frame, standing in the same position as before—profile facing left, eyes focused, expression unchanged. His dark brown hair, neatly waved, frames his face; his full beard and mustache are pristine. He wears the same dark woolen shirt with cream lining at collar and cuffs, holding the green smartphone to his ear. The scene is identical to the beginning—stationary, complete, and vivid."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's facial hair (beard and mustache) remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the smartphone the man is holding?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. Silver",
+            "D. Black"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's forehead abrasion visible in all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of jacket is the man wearing?",
+          "options": [
+            "A. Leather",
+            "B. Plaid with fleece collar",
+            "C. Denim",
+            "D. Hoodie"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man maintain the same posture and position relative to the camera throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single adult male, appearing to be in his late twenties or early thirties, is captured in profile view, facing left. He has medium-length dark brown hair styled neatly with a slight wave, and a full beard and mustache that are well-groomed. His complexion is olive-toned, and he has a focused, intense expression. He wears a dark-colored, possibly woolen, collared shirt with a light beige or cream inner lining visible at the collar and cuffs, suggesting a layered outfit. He holds a green smartphone to his right ear with his right hand, indicating he is engaged in a phone call. The lighting is dim and warm, casting soft shadows on his face, with a green-framed doorway behind him leading into a softly lit interior space. The background includes a wooden wall with indistinct markings or graffiti, contributing to a rustic, possibly urban environment. He stands close to the frame's right edge, slightly angled toward the viewer, emphasizing his engagement in the conversation.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_f602b4424ba5b3da8a2e62b38655abf1",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_f602b4424ba5b3da8a2e62b38655abf1"
+  },
+  {
+    "instance_id": "mem_openhumanvid_0391393396ef5ba1c50fce444003a632",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/0391393396ef5ba1c50fce444003a632.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A dimly lit urban street from the early 20th century unfolds, with brick buildings and awnings casting long shadows. In the foreground, a man stands facing away, wearing a dark gray fedora, a high-collared dark overcoat, and sturdy boots. His posture is upright, exuding authority. To his right, another man in a light gray pinstriped suit, white shirt, dark tie, and matching fedora stares forward with a serious expression.",
+          "The man in the dark overcoat begins to walk steadily toward the left edge of the frame, his shoulders squared and movements deliberate. His fedora casts a shadow over his neck as he moves, the overcoat brushing against his legs. He is partially visible, his form fading into the alley’s gloom as he approaches the edge.",
+          "The figure has fully exited the frame, leaving only the tense atmosphere behind. The vintage black police car remains parked under the streetlamp, its \"POLICE\" insignia faintly glowing. The second man stands motionless, eyes fixed ahead. Brick walls, awnings, and a distant officer near the left edge anchor the scene in quiet suspense.",
+          "From the right side of the frame, a silhouette emerges—dark coat and fedora first, then the steady stride of heavy boots on pavement. The man re-enters slowly, his back still turned, the collar of his overcoat rising slightly in the cool air. Only half of him is visible, but his presence commands attention.",
+          "The man is now fully back in frame, standing upright and stationary. He wears the same dark gray fedora, high-collared dark overcoat, and sturdy boots as before. His posture is firm, his silhouette unchanged. The lighting highlights the texture of his clothing and the sharp lines of his silhouette, confirming every detail matches the initial moment exactly."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When the man in the gray suit turns back to face the camera after walking away, does he still have the same dark mustache?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the fedora hat worn by the main person in the video?",
+          "options": [
+            "A. Black",
+            "B. Dark Brown",
+            "C. Beige",
+            "D. Gray"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's pocket square visible both before and after he turns around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of vehicle is parked in the background behind the man?",
+          "options": [
+            "A. Motorcycle",
+            "B. Vintage car",
+            "C. Truck",
+            "D. Bicycle"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man continue to hold the small dark object in his hand after turning around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two men in a dimly lit urban street scene, likely from the early to mid-20th century. The man in the foreground, seen from behind, is wearing a dark gray fedora and a dark overcoat with a high collar, suggesting a formal or authoritative role. His build appears sturdy, and his posture is upright, facing the second man. The second man, positioned slightly to the right and facing forward, is approximately middle-aged, with short dark hair, a mustache, and a sharp jawline. He wears a light gray pinstriped suit with a white dress shirt, dark tie, and matching fedora, complemented by a pocket square. His expression is serious and observant. In the background, a vintage black police car with \"POLICE\" written on the hood is visible, along with brick buildings, awnings, and another officer in uniform near the left edge. The lighting is subdued, casting shadows and contributing to a tense, cinematic atmosphere.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_0391393396ef5ba1c50fce444003a632",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_0391393396ef5ba1c50fce444003a632"
+  },
+  {
+    "instance_id": "mem_openhumanvid_7c5301bbf87582fa8317efa8de3a3bbb",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/7c5301bbf87582fa8317efa8de3a3bbb.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Five adults stand in a wood-paneled room adorned with framed paintings. On the far left, a woman in a red blazer over a dark top, long straight dark hair, large dangling earrings, and arms crossed faces right. Beside her, a man in a gray suit, white shirt, black tie, short dark hair, and beard stares ahead. In center, a woman in a white collared shirt and black sleeveless vest, long dark hair pulled back, stands upright. To her right, a woman in a yellow top, brown ponytail, gold hoop earrings, holds a black clutch. On the far right, a woman in a bright pink blazer with a gold button, dark hair tied back, pearl-like earrings, grips a dark tablet case. Soft lighting illuminates their faces clearly.",
+          "The woman in the red blazer begins to turn toward the right side of the frame, her arms still crossed. Her long dark hair sways slightly as she pivots, her profile now visible. She steps forward, moving past the man in the gray suit, her body partially obscured by the edge of the frame as she approaches the corner.",
+          "The corner of the wood-paneled room remains empty. Framed paintings hang on the walls, softly lit by ambient light. The polished wooden floor reflects subtle shadows. No movement is visible; the space feels still and quiet, awaiting return.",
+          "A figure emerges from the right corner, stepping slowly into view. The silhouette reveals the red blazer first, then the dark top beneath. Long straight hair flows down her back, and one dangling earring catches the light. Her arms remain crossed as she advances, half-visible, re-entering the scene.",
+          "The woman in the red blazer stands fully in frame, arms crossed, facing right. Her long dark hair is straight, large dangling earrings glint, and her slim build is clear. She wears the same dark top under the red blazer. Her appearance matches exactly as before—no change. She stands still, centered in the elegant room, illuminated by soft, even light."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman in the red blazer have the same hairstyle when she turns back to face the camera after walking away?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the earrings worn by the woman in the red blazer?",
+          "options": [
+            "A. Gold",
+            "B. Silver",
+            "C. Black",
+            "D. Pink"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman in the red blazer wearing the same silver earrings both before and after turning around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the main color of the blazer worn by the woman in focus?",
+          "options": [
+            "A. Blue",
+            "B. Red",
+            "C. Yellow",
+            "D. Pink"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman in the red blazer maintain her crossed-arm posture throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Five individuals are present in the frame, appearing to be adults in their late twenties to forties, with three women and two men. The woman on the far left wears a red blazer over a dark top, her arms crossed, with long, dark hair styled straight and large dangling earrings; she has a slim build and is facing right. Next to her, a man in a gray suit, white shirt, and black tie has short dark hair, a beard, and a serious expression. In the center, a woman in a white collared shirt under a black sleeveless vest has long dark hair pulled back, standing upright. To her right, another woman in a yellow top holds a black clutch, her brown hair in a ponytail, wearing gold hoop earrings. On the far right, a woman in a bright pink blazer with a gold button holds a dark tablet case, her dark hair tied back, wearing pearl-like earrings. They stand in a wood-paneled room with framed paintings, suggesting an elegant or formal interior. Lighting is soft and even, illuminating faces clearly.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_7c5301bbf87582fa8317efa8de3a3bbb",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_7c5301bbf87582fa8317efa8de3a3bbb"
+  },
+  {
+    "instance_id": "mem_openhumanvid_a2d62d233722f264ccd7762776750def",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/a2d62d233722f264ccd7762776750def.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman with long, straight dark brown hair stands centered in the frame, wearing a coral-colored, long-sleeved button-up jacket over a darker top. She holds a large, light blue cartoon-style watering can with both hands, her posture upright and face lifted upward in a gentle smile. Behind her, a man with short dark hair wears a colorful knit sweater with horizontal bands of gray, blue, green, pink, and red, his left arm resting warmly around her shoulder. They stand against a soft pink backdrop adorned with animated hearts and a partial sun illustration.",
+          "The woman begins to walk steadily toward the left side of the frame, her movements smooth and deliberate. The watering can swings slightly with each step, her coral jacket flowing gently. Her head remains tilted upward, smiling softly, as she moves out of view, leaving only part of her torso and arm visible at the edge of the frame.",
+          "The frame is now empty of people. The soft pink backdrop remains, decorated with floating animated hearts and the half-visible sun illustration. The lighting stays bright and even, highlighting the studio’s clean aesthetic. The space feels still and quiet, awaiting the return of movement.",
+          "From the right side of the frame, the woman re-enters, stepping into view with measured grace. Only her right shoulder and arm are visible at first, the coral jacket catching the light. She carries the same light blue cartoon watering can, its handle appearing as she continues forward, her long dark hair brushing past her shoulders.",
+          "The woman is fully back in frame, standing in the same position as before. Her long, straight dark brown hair flows naturally, the coral-colored jacket neatly buttoned over her darker top. She holds the light blue cartoon watering can with both hands, her gaze lifted upward in a gentle smile. Behind her, the man remains, his arm still around her shoulder, wearing the colorful knit sweater with abstract patterns. The scene is unchanged, complete, and still."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "In the wide group shot, does the man wearing the multicolored sweater maintain the same hairstyle as in the initial close-up?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the sweater worn by the main male figure in both the close-up and group shots?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. Rainbow-striped",
+            "D. White"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman in the orange coat still holding the white watering can prop in the wide group shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How many people are clearly identifiable as the original couple (man in colorful sweater and woman in orange coat) in the wide group shot?",
+          "options": [
+            "A. 0",
+            "B. 1",
+            "C. 2",
+            "D. Cannot be determined"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression remain consistently cheerful across both the close-up and group shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, a woman and a man, both appearing to be in their late 30s to early 40s. The woman has long, straight dark brown hair and is wearing a coral-colored, long-sleeved button-up jacket over a darker top. She holds a large, light blue cartoon-style watering can prop with both hands, positioned slightly in front of her. Her posture is upright, and she is looking upward with a gentle smile. The man stands behind her, slightly to the right, with short dark hair and a warm expression. He wears a colorful knit sweater with horizontal bands of gray, blue, green, pink, and red, featuring abstract shapes. He has his left arm around her shoulder. They are standing against a soft pink backdrop adorned with animated hearts and a partial sun illustration. The lighting is bright and even, suggesting a studio setting. Chinese subtitles appear at the bottom of the frame.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_a2d62d233722f264ccd7762776750def",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_a2d62d233722f264ccd7762776750def"
+  },
+  {
+    "instance_id": "mem_openhumanvid_50d715c4d908df0d100ed558c05935da",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/50d715c4d908df0d100ed558c05935da.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman in her late twenties or early thirties stands slightly left of center, wearing a dark blue saree adorned with gold polka dots and an intricately embroidered border, draped over a vibrant green short-sleeved blouse. Her long black hair is loosely tied back, framing her face. She wears delicate gold earrings and a thin necklace, standing in soft natural light that filters through an open doorway in a traditional Indian home.",
+          "The woman begins to walk forward, turning slightly toward the right side of the frame as she moves toward a staircase leading upward. Her saree flows gently with each step, catching the sunlight. Her expression remains calm, and only her upper body is visible as she ascends, gradually disappearing from view.",
+          "The staircase now dominates the frame, its wooden steps rising into shadowed silence. Sunlight streams across the polished floor, illuminating patterned curtains and green wooden doors in the background. The room feels still and quiet, bathed in golden light, with no trace of the woman remaining.",
+          "From the top of the frame, a figure descends slowly into view—her silhouette emerging first, then the edge of her dark blue saree with gold polka dots. Her feet appear on the lower steps, followed by her legs and torso, moving steadily downward as she returns to the sunlit space.",
+          "The woman is now fully visible again, standing in the same position as before—dark blue saree with gold polka dots, green blouse, long black hair tied back, gold earrings and delicate necklace gleaming. Her posture is relaxed, facing forward, stationary, and perfectly matched to her original appearance in the scene."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hairstyle (long dark hair tied back) remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the blouse worn by the woman?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. Black",
+            "D. White"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the woman's gold earrings visible in all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What accessory is consistently visible on the woman's left wrist?",
+          "options": [
+            "A. Silver watch",
+            "B. Beaded bracelet",
+            "C. Gold bangle",
+            "D. None of the above"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman maintain eye contact with the man while looking at him?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features three individuals in a domestic interior setting. In the foreground, a woman in her late twenties or early thirties stands slightly left of center, wearing a dark blue saree with gold polka dots and a matching embroidered border, draped over a green short-sleeved blouse. Her hair is long, black, and tied back loosely. She wears gold earrings and a delicate necklace. A man in his late twenties or early thirties stands to her right, facing her, dressed in a plain white long-sleeve kurta with rolled-up sleeves; he has dark hair, a mustache, and wears a wristwatch on his left hand. Behind them, a third person, partially obscured, appears to be an older man in a brown suit walking away. The scene is set in a sunlit room with green wooden doors and patterned curtains, suggesting a traditional Indian home. Natural light filters through an open doorway, illuminating the figures softly.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_50d715c4d908df0d100ed558c05935da",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_50d715c4d908df0d100ed558c05935da"
+  },
+  {
+    "instance_id": "mem_openhumanvid_66df359de69304827ac8c906e3bcd858",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/66df359de69304827ac8c906e3bcd858.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Inside a serene traditional Japanese room with wooden beams and shoji screens, four adults stand in quiet stillness. The man on the far left wears a gray suit jacket over a white shirt, blue patterned tie, and round wire-rimmed glasses; his short black hair grays at the sides. He holds a dark-bound book, eyes focused, posture composed.",
+          "The man begins to move steadily toward the left, stepping forward with deliberate calm. His gray jacket sways slightly as he walks, the book held close to his chest. His glasses catch the soft light as he exits, half his form now obscured by the edge of the frame.",
+          "The room remains still—wooden beams stretch overhead, paper walls glow softly in natural light filtering through the glass door. Shoji screens cast delicate shadows. No figure is visible; only the quiet elegance of the space lingers, untouched and tranquil.",
+          "A faint movement stirs at the right edge of the frame. The man re-enters, emerging slowly from the side. Only his shoulder and part of his gray jacket are visible, the dark-bound book just peeking into view as he steps back into the room.",
+          "The man stands fully in frame once more, exactly as before: gray suit jacket, white shirt, blue patterned tie, round wire-rimmed glasses, short black hair with graying sides. He holds the dark-bound book firmly, posture steady, gaze calm—identical to the first moment, motionless and complete."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the black coat maintain the same hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt visible under the man's black coat?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. White",
+            "D. Gray"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "When the man looks down at 3 seconds, does his face become partially obscured?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How many times does the man in the black coat turn his head during the video?",
+          "options": [
+            "A. Once",
+            "B. Twice",
+            "C. Three times",
+            "D. Four times"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the man in the black coat consistently wearing the same white shirt under his coat throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Four individuals are present in the scene, appearing to be adults in their 40s to 60s, with three men and one woman. The man on the far left wears a gray suit jacket over a white shirt and blue patterned tie, paired with round wire-rimmed glasses; he has short black hair with graying sides and is holding a dark-bound book. Behind him, a second man in a dark coat over a black turtleneck has short dark hair and a serious expression. To his right, a third man in a dark navy coat over a light blue shirt has short black hair and looks upward toward the woman. The woman stands near a glass door, wearing a thick gray knit cardigan with black zigzag patterns, a black scarf, and short dark hair styled neatly. She holds a small object in her hand. They are inside a traditional Japanese-style room with wooden beams, shoji screens, and paper walls. Natural light filters through the glass, illuminating the interior.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_66df359de69304827ac8c906e3bcd858",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_66df359de69304827ac8c906e3bcd858"
+  },
+  {
+    "instance_id": "mem_openhumanvid_578d8af5881bc33062dd34c2f7f163a4",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/578d8af5881bc33062dd34c2f7f163a4.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A middle-aged individual stands near the right side of a quiet suburban street, partially hidden by a white building and wooden gate. They wear a dark short-sleeved shirt, light gray pants, and a beige cap that obscures their hair. A small dark shoulder bag crosses their torso. The person faces slightly away, standing upright on the curb under bright midday sunlight.",
+          "The person begins to move forward, stepping toward the upper edge of the frame. Their posture remains upright as they walk along the sidewalk, passing behind the gate and ascending a gentle ramp. Only their lower body is visible now, with the dark bag shifting slightly as they rise out of view.",
+          "The scene remains still—no trace of the person. The quiet residential street stretches beneath a clear sky, flanked by low-rise houses and greenery. Power lines crisscross above, and the wooden gate stands motionless. Sunlight bathes the pavement evenly, casting soft shadows from the trees lining the sidewalk.",
+          "From the top of the frame, a figure begins to descend. A glimpse of the light-colored cap appears first, followed by the dark shoulder bag and the top of the short-sleeved shirt. The person moves slowly down the ramp, re-entering the frame from above, partially obscured by the building’s edge.",
+          "The person is now fully visible again, standing in the same position as before. They wear the same dark short-sleeved shirt, light gray pants, and beige cap, with the dark shoulder bag slung across their torso. Their hair remains hidden, and they stand upright, facing slightly away from the camera, perfectly matching their earlier appearance."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When the woman turns back to face the camera after walking away, does her hair remain in a low ponytail?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by the main person in the video?",
+          "options": [
+            "A. Black",
+            "B. Dark Blue",
+            "C. Gray",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the dark gray crossbody bag visible on the woman's shoulder both before and after she turns around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What accessory is visible in the woman's left ear?",
+          "options": [
+            "A. Earring",
+            "B. Headband",
+            "C. Hair clip",
+            "D. Sunglasses"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's facial expression change from neutral to smiling when she turns back to face the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single individual, appearing to be a middle-aged adult of indeterminate gender, stands near the right side of a quiet residential street, partially obscured by a white building and a wooden gate. They are dressed in a dark-colored short-sleeved shirt and light gray pants, with no visible patterns or logos. The person wears a light-colored cap, possibly beige or off-white, and carries a small dark shoulder bag slung across their torso. Their hair is not clearly visible due to the cap and angle. They appear to have a medium build and stand upright, facing slightly away from the camera toward the center of the road. The environment is a suburban neighborhood with low-rise houses, greenery along the sidewalks, overhead power lines, and a clear sky suggesting daytime. Lighting is natural and even, indicating midday. The person is positioned near the curb, close to a sidewalk that runs parallel to the asphalt road.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_578d8af5881bc33062dd34c2f7f163a4",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_578d8af5881bc33062dd34c2f7f163a4"
+  },
+  {
+    "instance_id": "mem_openhumanvid_086c90725c554e8b86dcbe57f633a054",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/086c90725c554e8b86dcbe57f633a054.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late 30s to early 40s stands still, facing slightly right but gazing directly at the camera with a serious expression. He has shoulder-length, dark brown hair tousled across his forehead, wearing a light off-white traditional robe of soft cotton or linen with a high collar, loosely draped. The dimly lit room behind him features blurred wooden elements and faint red drapery.",
+          "The man begins to move upward, stepping onto a narrow staircase that ascends from the lower frame toward the top. His body tilts forward slightly as he climbs, one foot after another, his robe flowing gently with each step. Only his torso and legs remain visible as he rises into the upper portion of the frame.",
+          "The staircase is now empty. The dim interior remains unchanged—soft shadows cast across worn wooden steps, faint red drapery hanging in the background, and muted tones dominating the space. A quiet stillness fills the air, with only the lingering impression of movement in the emptiness.",
+          "From the top edge of the frame, a silhouette descends slowly. The man reappears, feet first, descending the same staircase. His robe sways slightly as he moves downward, his form gradually becoming clearer. The upper half of his body emerges, still partially obscured by shadow.",
+          "The man is fully back in frame, standing upright and motionless. He wears the same light off-white traditional robe with a high collar, made of soft cotton or linen. His shoulder-length dark brown hair falls across his forehead, tousled yet neat. No accessories are visible. He looks directly at the viewer with the same intense focus as before."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hair color remain consistently dark throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the robe worn by the man in the video?",
+          "options": [
+            "A. Red",
+            "B. Blue",
+            "C. White",
+            "D. Black"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's facial expression consistent across all frames, showing no significant changes?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the man's gaze change over time in the video?",
+          "options": [
+            "A. He looks directly at the camera throughout",
+            "B. He looks to his left and then back to the center",
+            "C. He looks to his right and then back to the center",
+            "D. His gaze remains unfocused and blurry"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's robe appear to have any visible patterns or logos?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features a single male individual, appearing to be in his late 30s to early 40s, with a medium build and a serious expression. He has shoulder-length, dark brown hair styled in a slightly tousled manner, with strands falling across his forehead. He is wearing a light-colored, possibly off-white or pale gray, traditional-style robe made of a soft, textured fabric that suggests cotton or linen; the garment has a high collar and appears loosely draped. No visible accessories such as jewelry, glasses, or hats are present. His posture is upright, and he is seated or standing close to the camera, facing slightly to the right but looking directly toward the viewer with intense focus. The background is dimly lit and blurred, suggesting an indoor setting with muted tones—possibly a room with wooden elements and faint red drapery. A partial silhouette of another figure is visible in the foreground on the right, out of focus.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_086c90725c554e8b86dcbe57f633a054",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_086c90725c554e8b86dcbe57f633a054"
+  },
+  {
+    "instance_id": "mem_openhumanvid_e4c28c91618e764bd2ac38b7660f8755",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/e4c28c91618e764bd2ac38b7660f8755.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A middle-aged man stands centered in a sun-dappled grassy field, his fair complexion framed by light brown hair receding at the temples and a neatly trimmed reddish-brown beard. He wears a dark gray herringbone wool suit jacket over a white dress shirt with fine vertical stripes, a red silk tie with small white geometric patterns, and a black bowler hat tilted forward. His posture is upright, expression serious, facing slightly right.",
+          "The man begins to walk steadily toward the left, his movements deliberate and unhurried. The bowler hat tilts slightly as he moves, the edge of his suit jacket brushing the frame’s boundary. Only half of his form remains visible, his red tie still prominent against the soft green backdrop as he exits.",
+          "The figure is completely gone. The grassy field stretches into the distance, dotted with blurred trees under a pale, late-afternoon sky. Gentle breezes ripple through the tall grass, casting subtle shadows. No trace of the man remains—only nature, still and quiet, bathed in golden light.",
+          "From the right edge of the frame, the man re-emerges, stepping slowly into view. His black bowler hat appears first, followed by the shoulder of the dark gray herringbone jacket. The red silk tie glints faintly in the sunlight as he continues forward, his presence returning with calm certainty.",
+          "The man is now fully in frame, standing upright and motionless. His light brown hair, receding at the temples, frames a face with a neat reddish-brown beard and mustache. He wears the same dark gray herringbone suit, white striped shirt, red patterned tie, and black bowler hat, identical to before. The scene holds still, complete."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's reddish-brown beard remain visible and consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of hat is worn by the main person in the video?",
+          "options": [
+            "A. Fedora",
+            "B. Bowler",
+            "C. Top hat",
+            "D. Trilby"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's red patterned tie consistently visible and unchanged in design throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What color is the man's suit jacket?",
+          "options": [
+            "A. Black",
+            "B. Dark gray",
+            "C. Charcoal",
+            "D. Navy"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man maintain eye contact with the other person (partially visible on the left) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, with one prominently in the foreground and the other partially visible on the left edge. The central figure is a middle-aged man with a fair complexion, light brown hair receding at the temples, and a neatly trimmed reddish-brown beard and mustache. He wears a dark gray herringbone-patterned wool suit jacket over a white dress shirt with fine vertical stripes, paired with a red silk tie adorned with small white geometric patterns. A black bowler hat sits atop his head, slightly tilted forward. His posture is upright, facing slightly to the right of the frame, with a serious expression. The second person, only partially seen, appears to wear a similar dark hat and coat. They stand outdoors in a grassy field with blurred trees and a pale sky in the background, suggesting late afternoon lighting with soft natural illumination.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_e4c28c91618e764bd2ac38b7660f8755",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_e4c28c91618e764bd2ac38b7660f8755"
+  },
+  {
+    "instance_id": "mem_openhumanvid_e5b327777026e9558f364e3e23c4b45e",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/e5b327777026e9558f364e3e23c4b45e.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man and woman lie side by side on a bed with a deep green tufted headboard. The man wears an unbuttoned blue and white vertically striped pajama shirt, soft fabric draping over his chest, a silver button gleaming near the collar. He has short dark brown hair, light stubble, eyes closed in calm repose. The woman rests her head on his chest, blonde hair loosely framing her face, bare shoulders suggesting a nightgown, lips slightly parted in peaceful sleep.",
+          "The man slowly lifts his head, eyes still closed, and begins to sit up. His movements are deliberate, arms rising gently as he shifts weight toward the left side of the frame. The striped pajama shirt sways softly with his motion. His body gradually exits leftward, only his shoulder and arm remaining visible as he slips out of view.",
+          "The bed remains undisturbed, the green tufted headboard prominent under dim ambient light. The white pillow lies untouched beside the empty space where the woman’s head rested. Her blonde hair is no longer visible. The quiet room holds stillness, shadows deepening in the corners, only the soft texture of bedding and fabric catching faint glimmers.",
+          "From the right edge of the frame, a hand reappears—pale, relaxed—followed by the man’s torso as he steps back into view. The blue and white striped pajama shirt comes into focus, its fabric softly creased. His dark brown hair falls slightly forward as he leans forward, one knee bending as he settles back onto the bed.",
+          "The man is fully back in frame, lying on his back again, eyes closed, expression serene. His unbuttoned blue and white striped pajama shirt rests exactly as before, silver button gleaming near the collar. Short dark brown hair, light stubble, and the same relaxed posture match the initial scene perfectly. The woman remains asleep, head on his chest, blonde hair cascading around her shoulders. They are still, together, in quiet intimacy."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hair color remain consistently blonde throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary pattern on the man's pajama shirt?",
+          "options": [
+            "A. Polka dots",
+            "B. Stripes",
+            "C. Floral",
+            "D. Solid color"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the silver circular button visible on the man's pajama shirt throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the woman's facial expression change over time?",
+          "options": [
+            "A. From relaxed to surprised",
+            "B. From neutral to contemplative",
+            "C. From closed eyes to open eyes",
+            "D. From smiling to frowning"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man maintain a consistent sleeping posture throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two people, a man and a woman, both appearing to be in their late 30s to early 40s. The man lies on his back, wearing an unbuttoned blue and white vertically striped pajama shirt made of a soft, lightweight fabric, with a visible silver button near the collar. He has short dark brown hair, a light stubble, and a relaxed facial expression with closed eyes. The woman rests her head on his chest, her blonde hair loosely styled and falling around her shoulders. She is bare-shouldered, suggesting she may be wearing a nightgown or sleepwear not fully visible. Her face shows calmness, with closed eyes and slightly parted lips. They are lying on a large green tufted headboard with deep buttoning, indicating a bed. A white pillow is partially visible behind her. The lighting is soft and dim, suggesting nighttime or low indoor illumination. Both are positioned horizontally across the frame, facing slightly toward each other, conveying intimacy and stillness.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_e5b327777026e9558f364e3e23c4b45e",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_e5b327777026e9558f364e3e23c4b45e"
+  },
+  {
+    "instance_id": "mem_openhumanvid_64347f1fce75e0878848a5bf4d341e88",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/64347f1fce75e0878848a5bf4d341e88.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late twenties to early thirties sits upright at a polished wooden witness stand in a dimly lit courtroom. He has dark brown, neatly styled hair with a side part and a light beard and mustache. He wears a dark navy suit jacket over a light gray dress shirt and a dark tie with diagonal white stripes. A silver microphone with a black foam cover rests before him. Wood-paneled walls, teal curtains, and a leather chair frame the scene.",
+          "The man rises slowly from the witness stand, turning slightly toward the right as he begins ascending a shallow staircase behind him. His posture remains tense, shoulders squared. Only the lower half of his body is visible as he climbs, the suit jacket draping over his back, the striped tie catching faint light.",
+          "The staircase is now empty. The polished wood floor reflects the soft overhead glow. Behind the stand, the leather chair sits untouched. Teal curtains hang still against the paneled walls. The silver microphone stands alone, silent. No movement, no sound—only the quiet weight of the courtroom’s stillness.",
+          "From the top of the staircase, the man descends into view, feet first. His dark suit jacket and striped tie become visible as he steps down. His silhouette emerges gradually, one foot then the other, moving cautiously. The lower half of his face comes into sight—his jawline defined, beard trimmed, expression serious.",
+          "The man is fully seated again at the witness stand, posture upright and composed. His dark brown hair is neatly parted, light beard and mustache intact. He wears the same dark navy suit jacket, light gray shirt, and diagonally striped tie. The silver microphone rests before him. The courtroom remains unchanged—wood panels, teal curtains, leather chair—quiet and expectant."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hairstyle remain consistent throughout her appearance in the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of earrings does the woman wear?",
+          "options": [
+            "A. Large dangling earrings",
+            "B. Hoop earrings",
+            "C. Stud earrings",
+            "D. No earrings"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman wearing the same dark blazer in both shots where she appears?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the color of the woman's top underneath the blazer?",
+          "options": [
+            "A. White",
+            "B. Gray",
+            "C. Black",
+            "D. Blue"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman maintain a similar facial expression (serious/neutral) throughout her appearances?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "One man, appearing to be in his late twenties to early thirties, is seated at a wooden witness stand in what appears to be a courtroom. He has dark brown, neatly styled hair with a side part and a light beard and mustache. He wears a dark navy or black suit jacket over a light gray dress shirt paired with a dark tie featuring diagonal white stripes. His posture is upright yet slightly tense, suggesting attentiveness or concern. A silver microphone with a black foam cover stands directly before him on the polished wooden surface of the stand. The background includes wood-paneled walls, teal-colored curtains, and a leather chair behind him. The lighting is dim but focused, casting soft shadows and highlighting his facial features. He faces forward, likely addressing someone off-camera, possibly a judge or lawyer. No jewelry or additional accessories are visible.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_64347f1fce75e0878848a5bf4d341e88",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_64347f1fce75e0878848a5bf4d341e88"
+  },
+  {
+    "instance_id": "mem_openhumanvid_d6027e88232b88b900db1eeddbd34970",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/d6027e88232b88b900db1eeddbd34970.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman with long, straight black hair parted in the middle sits at a dining table, wearing a pale yellow short-sleeved top with a round neckline made of smooth cotton-blend fabric. She wears a thin gold necklace, her hands clasped together on the table. Her expression shows surprise or concern. Red cocktail glasses, a wine bottle, and a white container rest nearby, while a mannequin in pastel clothing stands in the softly lit background.",
+          "The woman begins to rise from her seat, pushing her chair back slowly. She turns slightly toward the left, her pale yellow top catching the light as she moves. Her hands unclasp and lower to her sides, and her long black hair sways gently. The edge of her shoulder and arm remain visible as she steps out of frame.",
+          "The dining table remains in view, now empty of the woman. The red cocktail glasses, wine bottle, and white container sit undisturbed under soft natural light. The mannequin in pastel clothing stands still near the garment rack. The room feels quiet, unchanged, with no movement or presence.",
+          "From the right side of the frame, the woman’s silhouette emerges—first her shoulder, then her arm, clad in the same pale yellow top. Her long black hair falls forward as she steps into view, her gold necklace glinting faintly. She walks steadily, re-entering the scene with purpose.",
+          "The woman is fully back in frame, seated again at the table, her long black hair neatly parted in the middle. She wears the same pale yellow short-sleeved top and thin gold necklace, her hands now clasped once more. Her expression holds a trace of surprise. The setting remains unchanged, the scene complete and still."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hair color remain consistently dark brown throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the woman's top?",
+          "options": [
+            "A. Light green",
+            "B. Light yellow",
+            "C. White",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the silver necklace visible around the woman's neck in all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What object does the woman hold in her hands during the interaction?",
+          "options": [
+            "A. A spoon",
+            "B. A pen",
+            "C. A small white device",
+            "D. A cup"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman maintain the same posture and position at the table throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two people, a woman and a man, seated at a dining table in what appears to be a domestic or restaurant-like setting. The woman, approximately late 20s to early 30s, has long, straight black hair parted in the middle and is wearing a pale yellow short-sleeved top with a round neckline, made of a smooth, possibly cotton-blend fabric. She wears a thin gold necklace and her hands are clasped together on the table. Her expression is one of surprise or concern. The man, visible only from the back and side, has short black hair and wears an orange polo shirt. On the table are red cocktail glasses, a bottle of wine, and a white container. In the background, a mannequin dressed in pastel clothing stands near a rack of garments, suggesting a boutique or home with a fashion-related theme. The lighting is soft and natural, illuminating the scene evenly.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_d6027e88232b88b900db1eeddbd34970",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_d6027e88232b88b900db1eeddbd34970"
+  },
+  {
+    "instance_id": "mem_openhumanvid_a915db03b6ce7af6024ab2fbaad04e04",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/a915db03b6ce7af6024ab2fbaad04e04.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A solitary figure stands centered in the dim hall, draped in a long, flowing indigo robe with golden embroidery along the sleeves and hem. Their dark hair is tied back in a neat braid adorned with a silver hairpin shaped like a crescent moon. They wear soft leather sandals and carry a lacquered wooden box clasped tightly in both hands, its surface etched with ancient symbols.",
+          "The figure turns slowly, stepping forward with deliberate grace toward the ascending ramp at the far end of the hall. Their robe sways gently with each movement, the box held close to their chest. As they climb, only their lower body remains visible, silhouetted against the flickering candlelight.",
+          "The ramp leads upward into shadowed darkness; the figure has vanished entirely from view. The hall remains still—candles burn steadily, casting dancing shadows on the polished stone floor. The tapestry above the platform glows faintly, untouched by motion or sound.",
+          "From the top edge of the frame, a silhouette descends slowly. The tip of the indigo robe appears first, then the silver hairpin catching a sliver of light. The figure moves down the ramp with measured steps, the lacquered box now visible again, cradled in their arms.",
+          "The person stands fully within the frame once more, centered and still. Their indigo robe, golden embroidery, silver crescent hairpin, and lacquered box are identical to before—every detail unchanged. They face forward, silent, as the candles continue to glow in the quiet hall."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Is the person's hair consistently tied back throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main robe worn by the person?",
+          "options": [
+            "A. Blue",
+            "B. Olive Green",
+            "C. Red",
+            "D. Black"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the person maintain a supine (lying on their back) position throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the lighting change across the different shots of the person?",
+          "options": [
+            "A. It remains consistently dim with candlelight",
+            "B. It becomes brighter as the camera zooms in",
+            "C. It shifts to include more ambient moonlight",
+            "D. It alternates between candlelight and shadow"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are there any visible accessories or props held by the person while they are lying down?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "There are no visible people in the frame. The scene is a dimly lit, spacious interior resembling a traditional or historical hall, possibly of East Asian origin, with dark wooden architecture and lattice windows. Multiple ornate candelabras with lit candles provide the primary light source, casting soft glows on polished stone floors and rich, heavy drapes. A large, framed tapestry hangs on the far wall above an elevated platform with cushioned seating. The environment features symmetrical placement of furniture and decor, including potted plants and intricate metalwork on candle stands. The atmosphere is quiet and still, with no movement or human presence detected. Lighting is low and moody, emphasizing shadows and creating a sense of solemnity or anticipation.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_a915db03b6ce7af6024ab2fbaad04e04",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_a915db03b6ce7af6024ab2fbaad04e04"
+  },
+  {
+    "instance_id": "mem_openhumanvid_9da45b0dda481df321390b359e1a6023",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/9da45b0dda481df321390b359e1a6023.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman stands centered in a sun-dappled garden, wearing a vibrant purple and pink patterned silk robe with a high collar and flowing sleeves. Her dark brown hair is styled in an intricate updo, accented with yellow ribbons, silver star-shaped ornaments, and delicate beads. She wears long star-motif earrings, bright yellow eyeshadow, and defined brows, her expression solemn as she gazes slightly left.",
+          "The woman begins to walk slowly away from the camera, her silhouette receding into the soft greenery. The folds of her silk robe ripple gently with each step, her earrings swaying. Her form grows smaller, partially obscured by foliage, yet her posture remains upright and deliberate as she moves deeper into the background.",
+          "The frame now holds only the tranquil garden—lush green leaves, dappled sunlight filtering through trees, and a faint breeze rustling the plants. The path ahead vanishes into shadowy undergrowth, empty and still, no trace of movement or presence remaining.",
+          "From the far edge of the blurred background, a figure emerges—just the tip of a purple sleeve and a glint of silver catching the light. Slowly, the woman steps forward, her silhouette growing clearer as she walks back toward the camera, the garden framing her return.",
+          "The woman stands fully in frame once more, her vibrant purple and pink patterned silk robe flowing around her, the high collar crisp and elegant. Her dark brown hair remains in its elaborate updo, adorned with yellow ribbons, silver stars, and beads. Her star-shaped earrings dangle, yellow eyeshadow bright, expression steady—identical to before. She stands still, centered, complete."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hairstyle remain the same throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the decorative headband worn by the woman?",
+          "options": [
+            "A. Yellow",
+            "B. Silver",
+            "C. Purple",
+            "D. Gold"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the star-shaped charms on the woman's earrings visible in both frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the woman's top?",
+          "options": [
+            "A. Purple",
+            "B. Pink",
+            "C. White",
+            "D. Blue"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman maintain the same facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two women, both appearing to be in their late twenties or early thirties. The primary subject, positioned centrally, wears a vibrant purple and pink patterned garment with a high collar and flowing fabric, possibly silk, suggesting traditional attire. Her hair is dark brown, styled in an elaborate updo with yellow ribbons and adorned with small silver star-shaped ornaments and beads. She wears long, dangling earrings with star motifs and has bright yellow eyeshadow and defined eyebrows. Her expression is serious, and she faces slightly left, her posture upright. To her right, partially out of focus, another woman is visible, wearing a pink scarf and floral headpiece, facing downward. The background is blurred but suggests an outdoor setting with greenery, likely a garden or forested area, under soft natural lighting.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_9da45b0dda481df321390b359e1a6023",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_9da45b0dda481df321390b359e1a6023"
+  },
+  {
+    "instance_id": "mem_openhumanvid_748077903f9e45d18862c86007a4b65d",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/748077903f9e45d18862c86007a4b65d.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Two women stand side by side in a futuristic setting, bathed in dim red and gray lighting. The woman on the left has fair skin, wavy blonde hair cascading over her shoulders, and wears a deep red, form-fitting dress with long sleeves and a plunging V-neckline. She smiles broadly, wearing bold red lipstick, her right arm raised. The woman on the right has pale, textured skin, dark markings resembling tattoos, elongated cranial horns, and wears a black armored outfit with intricate detailing and raised shoulder pieces. Her left arm is raised, clasping the other’s hand.",
+          "The two women begin to walk slowly backward into the geometrically patterned background, their figures receding deeper into the dimly lit space. The woman in red maintains her smile, her arm still lifted, while the alien-like woman holds her hand tightly. They move steadily, becoming smaller as they retreat toward the shadows.",
+          "The scene is now empty. The red and gray geometric panels dominate the frame, illuminated by faint, pulsing lights. No movement or presence remains—only the quiet, dramatic atmosphere of the futuristic environment echoes in the stillness.",
+          "A faint silhouette emerges from the far background, walking forward through the dim light. The figure grows clearer—two arms raised, one hand grasping the other’s. The woman in red begins to reappear, her flowing blonde hair catching the glow, followed closely by the alien-like woman in black armor.",
+          "The two women are fully back in frame, standing side by side as before. The woman on the left wears the same deep red dress, her blonde curls framing her face, bold red lips smiling, right arm raised. The woman on the right has pale skin, dark markings, cranial horns, and a black armored suit, her left arm linked with the other’s. Both stand still, centered and complete."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the blonde woman maintain her wavy hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the dress worn by the main person in the video?",
+          "options": [
+            "A. Blue",
+            "B. Red",
+            "C. Green",
+            "D. Black"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman's dark red lipstick visible and consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the woman's facial expression change from the beginning to the end of the clip?",
+          "options": [
+            "A. From smiling to serious",
+            "B. From serious to smiling",
+            "C. From neutral to surprised",
+            "D. From happy to angry"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the glowing red diamond pattern in the background remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, both appearing to be adult women. The person on the left has fair skin, blonde wavy hair styled in soft curls around her shoulders, and is wearing a deep red, form-fitting dress with long sleeves and a plunging V-neckline that reveals part of her chest. Her makeup includes bold red lipstick, and she smiles broadly while raising her right arm upward. The person on the right has pale, textured skin with dark markings resembling tattoos or scars, elongated cranial horns, and a distinct alien-like appearance. She wears a black, armored outfit with intricate detailing and raised shoulder pieces, and her left arm is also raised, clasping the other woman’s hand. Both stand side-by-side, facing forward, centered in the frame. The background consists of geometric red and gray panels with dim, dramatic lighting, suggesting a futuristic or theatrical setting.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_748077903f9e45d18862c86007a4b65d",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_748077903f9e45d18862c86007a4b65d"
+  },
+  {
+    "instance_id": "mem_openhumanvid_5612b2e51a7d67f231043ae8676caa42",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/5612b2e51a7d67f231043ae8676caa42.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young woman stands centered in a quiet cemetery, her light reddish-brown hair pulled into a low ponytail secured by a small blue hair tie. She wears a bright turquoise zip-up fleece jacket with yellow trim along the zipper and cuffs, over a red crewneck shirt and a white-and-black grid-patterned top. Her fair skin is dotted with freckles across her nose and cheeks. She is slightly hunched, head bowed, under soft daylight filtering through blurred trees.",
+          "The woman slowly turns and begins walking away from the camera, her steps deliberate and measured. Her turquoise jacket sways gently with each movement as she moves deeper into the rows of weathered gray tombstones. Only her back and shoulders remain visible as she fades into the distance, her silhouette narrowing against the greenery.",
+          "The frame now holds only the stillness of the cemetery—weathered stone markers rise among patches of moss and wild grass. Sunlight dapples the ground through the canopy above, casting long, quiet shadows. No motion, no sound—just the gentle sway of leaves and the lingering presence of emptiness where she once stood.",
+          "From the far background, a faint figure emerges between two tall headstones. It’s the same woman, now approaching slowly toward the camera. Her turquoise jacket becomes distinguishable, followed by the glimpse of her red shirt and grid-patterned top. The blue hair tie catches the light as she draws nearer, barely visible at first.",
+          "The woman stands fully in frame, centered and still, her appearance unchanged. Her light reddish-brown hair is tied back with the small blue hair tie, her turquoise fleece jacket with yellow trim, red crewneck shirt, and white-and-black grid-patterned top all intact. Freckles dot her fair skin as she faces forward, posture slightly hunched, under the soft natural daylight."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the young woman's hair tie appear to be blue throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main jacket worn by the young woman?",
+          "options": [
+            "A. Green",
+            "B. Blue",
+            "C. Yellow",
+            "D. Red"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the yellow stripes on the jacket consistent in their placement and appearance?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What pattern is visible on the shirt underneath the red t-shirt?",
+          "options": [
+            "A. Striped",
+            "B. Checkered",
+            "C. Solid",
+            "D. Polka-dotted"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the young woman maintain a consistent level of emotional expression, appearing sad or distressed throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "One young woman, appearing to be in her late teens or early twenties, is centered in the frame. She has light reddish-brown hair tied back into a low ponytail with a small blue hair tie visible near the base. Her skin is fair with noticeable freckles across her nose and cheeks. She wears a bright turquoise zip-up fleece jacket with yellow trim along the zipper and sleeve cuffs; beneath it, a red crewneck shirt peeks out over a white and black grid-patterned top. No jewelry or accessories are visible. Her posture is slightly hunched forward, head bowed downward, suggesting contemplation or sadness. She stands in an outdoor cemetery, surrounded by weathered gray stone tombstones and greenery under soft natural daylight. Trees form a blurred backdrop, and the lighting indicates daytime with mild shadows.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_5612b2e51a7d67f231043ae8676caa42",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_5612b2e51a7d67f231043ae8676caa42"
+  },
+  {
+    "instance_id": "mem_openhumanvid_a3a683c98240ee5246b7b22b0e64f180",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/a3a683c98240ee5246b7b22b0e64f180.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman in her late twenties to early thirties stands slightly behind a man in a sunlit garden, her long, wavy chestnut-brown hair cascading over her shoulders. She wears a white, lightweight shawl draped loosely around her, holding it gently with her right hand. Her neutral expression and casual elegance contrast with the man’s formal dark suit, white shirt, and black-rimmed glasses.",
+          "The woman begins to step forward and to the right, moving slowly toward a large stone pillar that looms in the foreground. Her shawl shifts with her motion, catching the light as she glides past the edge of the frame, still partially visible, her silhouette fading behind the pillar’s thick base.",
+          "The pillar now fully blocks the view; no part of the woman is visible. Only the lush green foliage sways gently in the breeze, sunlight filtering through the leaves, casting dappled patterns on the stone path and surrounding garden. The scene remains tranquil and undisturbed.",
+          "From behind the pillar, the woman emerges cautiously, her left shoulder first appearing into frame. The white shawl drapes softly over her arm, her chestnut-brown hair flowing as she steps forward. She moves steadily, her presence returning to the serene garden setting.",
+          "The woman is now fully back in frame, standing in the same position as before. Her long, wavy chestnut-brown hair falls naturally, the white shawl wrapped loosely around her shoulders, held gently by her right hand. She faces forward with a neutral expression, exactly as seen initially—still, composed, and present."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hair color remain consistently brown throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the garment wrapped around the woman's shoulders?",
+          "options": [
+            "A. Black",
+            "B. White",
+            "C. Beige",
+            "D. Gray"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman wearing any visible jewelry on her hands during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the woman doing with her right hand in the video?",
+          "options": [
+            "A. Touching her hair",
+            "B. Holding the shawl",
+            "C. Gesturing while speaking",
+            "D. In her pocket"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman maintain the same facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, a woman and a man, in an outdoor setting. The woman, appearing to be in her late twenties to early thirties, stands slightly behind and to the left of the man, facing forward with a neutral expression. She has long, wavy chestnut-brown hair that falls over her shoulders, and she is wrapped in a white, lightweight fabric—possibly a shawl or robe—draped loosely around her shoulders, which she holds gently with her right hand. Her attire suggests casual elegance. The man, positioned in the foreground and slightly out of focus, appears to be in his forties or fifties, wearing black-rimmed glasses, a dark suit jacket, a crisp white dress shirt, and a dark tie. His posture is upright, and he faces forward, though his gaze is not directly toward the camera. The background consists of lush green foliage and hints of a garden or park environment under natural daylight, suggesting a serene, possibly private outdoor location.",
+      "exit_plan": {
+        "exit": "steps behind a large foreground object (pillar, wall, or vehicle) blocking the view entirely",
+        "return": "emerges from the other side of the occluding object"
+      }
+    },
+    "task_id": "mem_openhumanvid_a3a683c98240ee5246b7b22b0e64f180",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_a3a683c98240ee5246b7b22b0e64f180"
+  },
+  {
+    "instance_id": "mem_openhumanvid_ea1143f4843d5f4dea25e28ed4239023",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/ea1143f4843d5f4dea25e28ed4239023.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A narrow, sterile hallway is illuminated by flat artificial light. On the left, a Black man in his late twenties or early thirties wears a dark zip-up hoodie over a light-colored t-shirt and camouflage-patterned pants. His arms are outstretched, mouth open as if shouting. He has short dark hair and no visible accessories.",
+          "The man begins to walk steadily toward the right side of the frame, his body angled forward with purpose. His arms lower slightly as he moves, his expression tense. The edge of his hoodie and camo pants remain visible as he exits, the motion deliberate and unhurried.",
+          "The hallway stands empty now—no figures in sight. Closed doors line the walls, a wooden handrail runs along one side, and a notice board glows faintly under overhead lights. The air feels still, the silence heavy, as if waiting for movement to return.",
+          "From the left, a figure begins to re-enter the frame. Only part of his dark zip-up hoodie and camo pants are visible, emerging slowly into view. His short dark hair appears first, then his shoulders, as he walks forward with steady intent.",
+          "The man is fully back in frame, standing centered and stationary. He wears the same dark zip-up hoodie over a light t-shirt, camo pants, and has short dark hair. His posture is firm, face neutral, exactly as before—every detail unchanged."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the leather jacket turn his back to the camera at any point during the interaction?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of jacket does the central man wear?",
+          "options": [
+            "A. Hoodie",
+            "B. Leather jacket",
+            "C. Windbreaker",
+            "D. Denim jacket"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's dark curly hair visible both when he faces the camera and when he turns away?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the man wearing underneath his leather jacket?",
+          "options": [
+            "A. A plain t-shirt",
+            "B. A hoodie",
+            "C. A patterned shirt",
+            "D. A sweater vest"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression remain consistently distressed or angry throughout the entire sequence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features three individuals in a narrow indoor hallway. On the left, a Black man in his late twenties or early thirties wears a dark zip-up hoodie over a light-colored t-shirt and camouflage-patterned pants; his arms are outstretched, mouth open as if shouting. In the center, a white man of similar age wears a white-and-black track jacket with a dark shirt underneath and dark pants; he appears agitated, leaning back slightly. On the right, a uniformed officer in a dark peaked cap, black jacket with epaulets, and dark trousers holds the central figure’s arm; a holstered firearm is visible on his hip. All have short hair—dark for the first two, graying for the officer. The setting is a sterile corridor with closed doors, a wooden handrail, and a notice board on the wall; lighting is flat and artificial. The men face forward, engaged in a tense confrontation.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_ea1143f4843d5f4dea25e28ed4239023",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_ea1143f4843d5f4dea25e28ed4239023"
+  },
+  {
+    "instance_id": "mem_openhumanvid_a02790841d79fdbb125fe22f31e07ea2",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/a02790841d79fdbb125fe22f31e07ea2.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman in a rich purple traditional Chinese-style outfit stands beside a man in a lime green tunic with gold floral patterns. Her long black braid drapes over her shoulder, crowned by an elaborate headdress of silver beads, turquoise flowers, and dangling pearls. She wears ornate earrings, pink lipstick, and red-and-white striped collar accents, while the man smiles broadly, his dark hair tied in two braids with blue ribbons.",
+          "The woman begins to turn left, stepping forward with graceful poise, her purple robe flowing slightly. Her headdress sways as she moves toward the stone garden corner, her braid trailing behind. The man remains still, watching her go, his smile softening as she edges out of frame.",
+          "The stone garden path curves gently, flanked by moss-covered walls and lush greenery. Sunlight filters through leaves, casting dappled shadows on the ground. A small stone lantern sits near the bend, untouched. The air is still, quiet—no trace of the figures remains.",
+          "From around the same stone corner, the woman reappears, emerging slowly into view. Only her headdress and shoulder are visible at first, the purple fabric catching the light. Her braid swings forward as she steps back into the frame, the garden’s tranquility returning with her presence.",
+          "The woman stands fully in frame, identical to before—purple traditional outfit with red-and-white striped collar, intricate silver-beaded headdress adorned with turquoise flowers and pearl strands, long black braid over her shoulder, ornate earrings, and soft pink lips. Her posture is calm, her gaze steady, matching the original moment exactly."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's long black hair remain styled in a braid throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main fabric of the woman's traditional outfit?",
+          "options": [
+            "A. Purple",
+            "B. Red",
+            "C. Green",
+            "D. Blue"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the silver embellishments on the woman's headpiece consistent in appearance across all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of earrings does the woman wear?",
+          "options": [
+            "A. Hoop earrings",
+            "B. Dangling earrings",
+            "C. Stud earrings",
+            "D. Clip-on earrings"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's facial expression change from smiling to serious during the interaction?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, a woman on the left and a man on the right, both appearing to be in their late twenties. The woman wears a purple traditional Chinese-style outfit with red and white striped accents at the collar, paired with an elaborate purple headdress adorned with silver beads, turquoise floral embellishments, and dangling pearl-like strands. Her long black hair is styled into a braid draped over her shoulder. She has subtle makeup, including pink lipstick, and wears ornate earrings. The man wears a lime green tunic with gold floral patterns and a matching vest; his dark hair is parted in the middle and tied into two braids with blue ribbons. He has a round face, a wide smile showing teeth, and a slightly chubby build. They stand close together outdoors, facing slightly left, against a backdrop of stone garden structures, greenery, and soft daylight.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_a02790841d79fdbb125fe22f31e07ea2",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_a02790841d79fdbb125fe22f31e07ea2"
+  },
+  {
+    "instance_id": "mem_openhumanvid_58873d90a08168cc1fa4396a2b50ee29",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/58873d90a08168cc1fa4396a2b50ee29.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A person stands in the foreground of the underground parking garage, wearing a navy blue wool coat with brass buttons, dark gray trousers, and black leather boots. Their short, neatly styled brown hair frames a calm face, partially shadowed by a wide-brimmed beige hat. They carry a vintage leather satchel over their right shoulder, its strap worn from use.",
+          "The person turns slowly, stepping forward into the dimly lit corridor between parked cars. Their movements are deliberate as they walk deeper into the background, the red SUV to their left reflecting their silhouette. The satchel swings gently with each step, the hat casting a soft shadow across their face.",
+          "The figure vanishes completely behind a concrete pillar marked \"G,\" leaving only the quiet hum of the garage. The polished floor glints under fluorescent lights, the black sedan’s headlights still glowing faintly. Teal-painted columns stand tall, and directional signs point toward elevators and hotel access.",
+          "From the far end of the corridor, a faint shape emerges—first just the edge of a navy coat and the tip of a beige hat. The person walks steadily toward the camera, the satchel visible again, swinging slightly. The overhead lights catch the brim of the hat as they grow closer.",
+          "The person stands fully in frame, centered and still. They wear the same navy blue wool coat, dark gray trousers, black boots, and wide-brimmed beige hat. The vintage leather satchel rests on their shoulder, and their short brown hair is unchanged. The garage remains silent around them."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman in the passenger seat have short dark hair throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by the person in the passenger seat?",
+          "options": [
+            "A. Red",
+            "B. Blue",
+            "C. Light-colored",
+            "D. Black"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man in the driver's seat wearing a dark jacket over a white collared shirt?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the vehicle the two individuals are in?",
+          "options": [
+            "A. Red",
+            "B. Black",
+            "C. White",
+            "D. Silver"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's facial expression remain neutral throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "There are no people visible in this frame. The image depicts an underground parking garage with several parked cars, including a red SUV in the foreground and a black sedan approaching with headlights on. The environment features concrete pillars painted teal and white with letter markings (e.g., \"G\"), overhead fluorescent lighting, exposed ductwork, and directional signs indicating elevators and hotel access. The floor is polished concrete with reflective surfaces, and the space is moderately lit with artificial lighting. No individuals, clothing, accessories, or physical features can be observed.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_58873d90a08168cc1fa4396a2b50ee29",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_58873d90a08168cc1fa4396a2b50ee29"
+  },
+  {
+    "instance_id": "mem_openhumanvid_dd5f3f2db5d9938113e2041620f611e6",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/dd5f3f2db5d9938113e2041620f611e6.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A person stands centered in a minimalist room, wearing a tailored navy blazer over a crisp white shirt, paired with dark trousers and polished black leather shoes. Their short, neatly styled ash-blonde hair frames a calm face, accessorized with silver-rimmed glasses and a slim wristwatch. They hold a vintage record sleeve in one hand, standing beside a turntable playing a spinning white vinyl.",
+          "The person turns slowly to their right, stepping forward with measured grace toward the corner of the room. The sleeve slips slightly from their grip as they move, their blazer brushing against the wall. Only their back and left profile remain visible as they begin to disappear behind the edge of the frame.",
+          "The corner is now empty. The neutral-toned wall with vertical black paneling stretches into view, softly lit by diffused overhead light. The turntable continues spinning in the foreground, its tonearm still hovering above the white vinyl. No movement, no sound—just quiet stillness and mechanical rhythm.",
+          "From the same corner, a figure begins to emerge. A sliver of navy blazer appears first, followed by the edge of the white shirt and the gleam of silver glasses. The person steps forward cautiously, the record sleeve now held firmly again, re-entering the space with deliberate pace.",
+          "The person is fully visible once more, standing exactly where they began. Their ash-blonde hair is unchanged, the navy blazer neatly buttoned, the silver glasses reflecting the soft light. The wristwatch glints on their left wrist, and the record sleeve rests in their hand. They stand still, composed, as the turntable spins on."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hair appear consistently gray and receding throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the man's goatee beard?",
+          "options": [
+            "A. Black",
+            "B. Gray",
+            "C. White",
+            "D. Brown"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing a gold ring on his left hand visible in both the medium shot and close-up?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of clothing is the man wearing?",
+          "options": [
+            "A. A t-shirt",
+            "B. A sweater",
+            "C. A long-sleeved shirt",
+            "D. A jacket"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression change from neutral to animated while speaking?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "There are no people visible in the frame. The image shows a close-up of a white vinyl record spinning on a turntable, with a tonearm positioned above it. The background consists of a neutral-toned wall with vertical black lines, possibly indicating paneling or structural elements. The lighting is soft and diffused, casting subtle reflections on the record’s surface. No clothing, accessories, hair, or physical features can be observed, as no individuals are present. The turntable occupies the central foreground, with parts of its base and control knobs visible. The scene appears to be indoors, likely in a studio or minimalist room setting, with a clean and modern aesthetic. The focus remains entirely on the mechanical components of the record player, suggesting an emphasis on audio equipment rather than human presence.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_dd5f3f2db5d9938113e2041620f611e6",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_dd5f3f2db5d9938113e2041620f611e6"
+  },
+  {
+    "instance_id": "mem_openhumanvid_92cd0b9310ed70784d1899a123c69892",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/92cd0b9310ed70784d1899a123c69892.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Two Black men stand in a dimly lit record store, fluorescent lights casting cool shadows. The man on the left wears a camouflage jacket over a white hoodie and light gray button-up shirt, a gold chain with a small pendant glinting at his neck. He has a black headband with white logos, medium-length dreadlocks framing his face, and a serious expression. The man on the right, partially cropped, wears a dark green jacket and yellow knitted beanie, long thick dreadlocks draped over his shoulders, a graying beard, and intense eyes gazing off-frame. Vinyl records line shelves behind them.",
+          "The man on the left begins to move slowly toward the left side of the frame, stepping past a tall stack of vinyl racks. His body turns slightly, the camouflage jacket shifting as he walks. One hand brushes against a shelf, briefly obscuring part of his face. The man on the right remains still, eyes fixed beyond the frame, as the first man’s form starts to disappear behind a large wooden pillar.",
+          "The pillar now fully blocks the view. Only the record store remains—shelves packed with albums, a wall lined with vintage cover art, and a distant figure browsing near the back. Fluorescent lighting hums overhead, illuminating dust motes in the air. The space feels quiet, suspended, waiting for movement to return.",
+          "A silhouette emerges from behind the pillar on the left, moving steadily into frame. The outline of a camouflaged jacket appears first, then the edge of a white hoodie and a glimpse of a gold chain. The man steps forward, one foot visible, dreadlocks swaying slightly. He pauses, half-revealed, as the scene holds breath.",
+          "The man is now fully back in frame, standing in the same position as before. He wears the camouflage jacket over a white hoodie and light gray button-up shirt, the gold chain with its small pendant resting against his chest. His black headband with white logos sits snugly, medium-length dreadlocks loosely framing his face. He stands still, expression serious, exactly as he was at the start."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the young man's bandana remain in the same position on his head throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the camouflage pattern on the young man's jacket?",
+          "options": [
+            "A. Green and brown",
+            "B. Green and black",
+            "C. Green and tan",
+            "D. Green and gray"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the gold chain necklace visible at the beginning and end of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the young man's facial expression change over time?",
+          "options": [
+            "A. It becomes more serious",
+            "B. It remains neutral",
+            "C. It turns into a smile",
+            "D. It becomes confused"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the young man turn his head to face the camera directly during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two Black men are present in the frame, both appearing to be in their late twenties to early thirties. The man on the left wears a camouflage-patterned jacket over a white hoodie and a light gray button-up shirt; he has a gold chain necklace with a small pendant. He sports a black headband with white logos and medium-length dreadlocks styled loosely around his face. His expression is serious, and he stands slightly angled toward the camera. The man on the right, partially cropped, wears a dark green jacket and a yellow knitted beanie, with long, thick dreadlocks falling over his shoulders. He has a graying beard and intense eyes, looking off-frame to the left. Both stand in a record store, surrounded by vinyl records displayed on shelves and racks. Fluorescent lighting illuminates the space, casting a cool tone. In the background, another person browses records near a wall lined with album covers.",
+      "exit_plan": {
+        "exit": "steps behind a large foreground object (pillar, wall, or vehicle) blocking the view entirely",
+        "return": "emerges from the other side of the occluding object"
+      }
+    },
+    "task_id": "mem_openhumanvid_92cd0b9310ed70784d1899a123c69892",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_92cd0b9310ed70784d1899a123c69892"
+  },
+  {
+    "instance_id": "mem_openhumanvid_d64007a7d3474c945f570ddefd063da2",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/d64007a7d3474c945f570ddefd063da2.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Two adults sit side by side in a red roller coaster car ascending a steep incline, secured by restraints. Both wear dark navy jackets and matching pants, their hair indistinct from distance. No accessories are visible. They face forward, slightly leaning into the climb, framed against a pale blue sky, green trees, and gray metal supports under bright midday light.",
+          "The roller coaster car begins its slow climb upward, moving leftward along the track. The two figures remain seated, still partially visible in the upper right of the frame as they crest the incline. Their dark clothing contrasts with the red rails, and their forward-leaning posture suggests anticipation.",
+          "The roller coaster car rounds a sharp bend and disappears entirely behind the track’s curve. The red rails continue into the distance, flanked by steel supports and leafy green trees. The sky remains clear and pale blue, sunlight casting crisp shadows across the structure—no trace of the riders remains.",
+          "From the same curved section of track, the red roller coaster car emerges again, rounding the bend from the left. The two figures are now partially visible in the upper right, reappearing as the car climbs back into view. Their dark jackets and forward-leaning stance return to focus.",
+          "The roller coaster car fully re-enters the frame, both individuals clearly visible once more. They wear the same dark navy jackets and pants, no accessories or distinct features apparent. Their hair remains indiscernible, and they face forward, secured in place. The scene is unchanged—bright daylight, green trees, and steel supports surround them as they pause at the peak."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hairstyle remain the same (a side ponytail) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by the man walking with the woman?",
+          "options": [
+            "A. Red",
+            "B. Blue",
+            "C. Green",
+            "D. White"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman wearing any visible accessories like a bracelet or necklace?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the woman's top?",
+          "options": [
+            "A. Pink",
+            "B. White",
+            "C. Yellow",
+            "D. Purple"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Do both individuals maintain consistent facial expressions and appearances from start to finish?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two individuals are visible in the upper right portion of the frame, positioned on a red roller coaster track as it ascends a steep incline. They appear to be adults, likely male, though gender is not definitively discernible due to distance and angle. Both are seated in a roller coaster car, wearing dark-colored clothing—possibly black or navy jackets and pants—though specific patterns or materials are indistinct. No accessories such as hats, glasses, or bags are clearly visible. Their hair cannot be determined due to the distance and angle. The individuals are secured in their seats with restraints, leaning slightly forward in anticipation. They are facing forward, aligned with the direction of the ride’s ascent. The scene takes place at an amusement park under clear daylight conditions, with a pale blue sky, green trees to the right, and structural elements of the roller coaster—including gray metal supports and red rails—dominating the background. Lighting is bright and even, suggesting midday sun.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_d64007a7d3474c945f570ddefd063da2",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_d64007a7d3474c945f570ddefd063da2"
+  },
+  {
+    "instance_id": "mem_openhumanvid_bc2c5d19a7878ec81bec903d40e6fd77",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/bc2c5d19a7878ec81bec903d40e6fd77.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young woman in her late teens to early twenties sits upright on a porch, her slender frame framed by soft daylight. She wears a bright orange knitted cardigan with a textured pattern over a pale pink turtleneck sweater. Her shoulder-length black hair is styled in a neat bob, parted slightly off-center. She gazes thoughtfully off-camera to the left, her expression one of quiet concern.",
+          "She slowly rises from her seat, turning her body toward the right side of the frame. Her movements are steady and deliberate as she steps forward, the orange cardigan shifting slightly with each motion. Her silhouette begins to fade from view as she walks out of frame, only her arm and part of her torso remaining visible.",
+          "The porch remains still and serene, bathed in natural light. White outdoor furniture sits quietly beside green foliage, and the building’s windows reflect the sky. No movement disturbs the scene—just the gentle sway of leaves in the breeze and the soft shadows cast across the wooden floor.",
+          "From the left edge of the frame, a figure emerges—first just a hint of bright orange fabric, then the curve of her shoulder and the side of her head. Her black bob comes into view as she steps forward, walking steadily back into the scene. The pale pink turtleneck peeks through beneath the cardigan as she continues to enter.",
+          "The woman stands fully within the frame, her posture upright and composed. She wears the same bright orange knitted cardigan over a pale pink turtleneck, her shoulder-length black bob neatly parted off-center. No accessories adorn her—just the same calm, concerned expression as before. She faces slightly right, still and present."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman in the video maintain the same facial expression throughout the clip?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the outer garment worn by the woman?",
+          "options": [
+            "A. Orange",
+            "B. White",
+            "C. Black",
+            "D. Pink"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman's hair style consistent (short and straight) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of neckline does the woman wear under her orange sweater?",
+          "options": [
+            "A. Crew neck",
+            "B. V-neck",
+            "C. Turtleneck",
+            "D. Scoop neck"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman appear to be in the same location (indoor setting) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features one young woman, approximately in her late teens to early twenties, with a slender build and an expression of concern or confusion. She has shoulder-length, straight black hair styled in a neat bob cut, parted slightly off-center. She wears a bright orange knitted cardigan with a textured pattern over a pale pink turtleneck sweater. No visible accessories such as jewelry, glasses, or hats are present. Her posture is upright, and she appears seated, facing slightly to the right of the frame, with her gaze directed off-camera toward the left. The background suggests an outdoor domestic setting, possibly a porch or patio area, with blurred elements including white furniture, greenery, and part of a building with windows. Natural daylight illuminates the scene, casting soft shadows on her face.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_bc2c5d19a7878ec81bec903d40e6fd77",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_bc2c5d19a7878ec81bec903d40e6fd77"
+  },
+  {
+    "instance_id": "mem_openhumanvid_cf989bab6bd8fb064ebec45974e4483c",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/cf989bab6bd8fb064ebec45974e4483c.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A bald man in his late 40s to early 50s stands center-frame, his smooth skin illuminated by soft lighting. He wears a sleek gray leather blazer with sharp lapels over a plain white crew-neck t-shirt, a thin gold chain resting at his collar. His right hand holds a black handheld microphone close to his chest, posture upright yet relaxed against a dark blue textured backdrop with faint horizontal lines.",
+          "The man begins to ascend a narrow staircase that emerges from the lower frame, moving upward and slightly to the right. His blazer catches the light as he steps, the microphone held steady. Only his torso and legs remain visible as he climbs, his form gradually rising toward the top edge of the frame.",
+          "The staircase disappears into darkness above, leaving only the dimly lit, subtly textured blue backdrop. Faint horizontal lines ripple across the surface, untouched by movement. The space feels still and quiet, the absence of the figure emphasized by the lingering glow of the spotlight’s edge.",
+          "From the top of the frame, the man descends slowly, first revealing the brim of his blazer and the tip of the microphone. His broad shoulders reappear, followed by his neck and the glint of the gold chain. He moves steadily downward, his silhouette returning with purpose against the same dark blue background.",
+          "The man is fully back in frame, standing exactly as before—bald, composed, slightly looking down and to his right. He wears the same gray leather blazer over a white t-shirt, the gold chain visible, the microphone held close. His posture is upright and relaxed, the lighting unchanged, the scene perfectly restored."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's bald head remain visible and unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the man's outer jacket?",
+          "options": [
+            "A. Blue",
+            "B. Black",
+            "C. Gray",
+            "D. Green"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing a gold chain around his neck?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the man holding in his right hand?",
+          "options": [
+            "A. A phone",
+            "B. A water bottle",
+            "C. A microphone",
+            "D. A pen"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single adult male, appearing to be in his late 40s to early 50s, stands center-frame against a dark blue, subtly textured backdrop with faint horizontal lines. He is bald, with smooth skin and a composed facial expression, slightly looking downward and to his right. His build is medium and athletic, with broad shoulders. He wears a sleek, gray leather blazer over a plain white crew-neck t-shirt, the blazer featuring sharp lapels and a matte finish. Around his neck is a thin gold chain necklace. In his right hand, he holds a black handheld microphone close to his chest. His posture is upright but relaxed, suggesting he is mid-performance or speech. The lighting is focused on him, casting soft shadows and highlighting the texture of his jacket. The background remains dimly lit, creating contrast and drawing attention to the subject.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_cf989bab6bd8fb064ebec45974e4483c",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_cf989bab6bd8fb064ebec45974e4483c"
+  },
+  {
+    "instance_id": "mem_openhumanvid_28f8aeb45eaeffc3ba9e6339d14f19cf",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/28f8aeb45eaeffc3ba9e6339d14f19cf.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young man in his late twenties sits poised on a brown leather armchair, wearing a gray military-style uniform with red trim, white gloves, and black boots. Shoulder epaulettes and a cross-body strap accent the outfit. His short, neatly styled dark hair frames a slim face as he gazes upward, one leg crossed over the other, beneath the warm glow of a vintage floor lamp.",
+          "The younger man rises slowly from the armchair, stepping forward with deliberate grace. He moves steadily toward the left side of the frame, his white-gloved hands at his sides, the red trim of his uniform catching the light as he begins to exit, half his form now obscured by the edge of the scene.",
+          "The room remains still—wood paneling gleams softly under the fringed lampshade’s golden light, patterned wallpaper framing the quiet space. The leather armchair stands empty, the cross-body strap dangling slightly. No movement, no sound—only the lingering warmth of memory in the ornate silence.",
+          "From the right edge of the frame, a figure emerges—first the polished black boot, then the hem of the gray uniform with red trim. The white glove appears next, followed by the lower half of the torso. The man steps cautiously into view, his presence returning with measured intent.",
+          "The younger man is fully back in frame, seated again on the brown leather armchair. His gray military-style uniform with red trim, white gloves, black boots, shoulder epaulettes, and cross-body strap are identical to before. His short, neatly styled dark hair and slim build remain unchanged, eyes lifted once more, still and composed."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the gray uniform maintain the same hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the trim on the man's uniform collar?",
+          "options": [
+            "A. Red",
+            "B. White",
+            "C. Blue",
+            "D. Gold"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing white gloves on both hands?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the man holding in his lap?",
+          "options": [
+            "A. A sword",
+            "B. A cane",
+            "C. A rifle",
+            "D. A folded blanket"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression change from serious to smiling during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two men are present in the frame, one appearing to be in his late twenties and the other middle-aged. The younger man, seated on a brown leather armchair, wears a gray military-style uniform with red trim, white gloves, and black boots; the uniform includes shoulder epaulettes and a cross-body strap. He has short, neatly styled dark hair and a slim build, sitting with one leg crossed over the other, looking up at the older man. The older man, standing to the right, is dressed in a dark traditional Chinese robe with intricate patterns, facing left toward the seated man. He has short gray hair and a fuller build. A vintage floor lamp with a fringed shade stands behind them, illuminating the ornate room with wood paneling and patterned wallpaper. The lighting is warm, casting soft shadows, and the scene suggests an indoor setting of historical or dramatic significance.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_28f8aeb45eaeffc3ba9e6339d14f19cf",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_28f8aeb45eaeffc3ba9e6339d14f19cf"
+  },
+  {
+    "instance_id": "mem_openhumanvid_cceb59baf0ed770fc33e2a6a513c811d",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/cceb59baf0ed770fc33e2a6a513c811d.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman in her late 50s or early 60s sits softly on a plush golden-yellow sofa, her short, curly dark brown hair neatly framing her face. She wears a soft pink collared shirt made of lightweight cotton-blend fabric with a subtle sheen, no jewelry or glasses visible. Her relaxed posture and warm smile suggest quiet contentment, illuminated by warm, diffused lighting from a nearby lamp.",
+          "She slowly rises from the sofa, turning slightly toward a staircase just beyond the frame. Her movements are gentle and deliberate as she begins to ascend, her pink shirt catching the light. Only her lower half remains visible as she moves upward, disappearing gradually from view.",
+          "The scene now shows only the richly detailed living room—ornate golden-yellow upholstery, wooden paneling, and a softly glowing lamp with a white shade. The air feels still, the warmth lingering, but the space is empty, quiet, and expectant.",
+          "From the top edge of the frame, a figure begins to descend the stairs. The silhouette of her short, curly dark brown hair appears first, followed by the soft pink collar of her shirt peeking into view. Her descent is slow, graceful, re-entering the familiar domestic glow.",
+          "She is fully back in frame, seated again on the plush sofa, her posture relaxed and her warm smile unchanged. Her short, curly dark brown hair is neatly styled, and she wears the same soft pink collared shirt with its subtle sheen. No accessories are visible. The scene is complete, serene, and perfectly restored."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When the woman turns back to face the camera after walking away, does she still have short brown curly hair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the pajama set worn by the main person in the video?",
+          "options": [
+            "A. Green",
+            "B. Pink",
+            "C. Blue",
+            "D. White"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the green bracelet visible on the woman's left wrist both before and after she turns around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the woman holding when she sits down on the sofa?",
+          "options": [
+            "A. A remote control",
+            "B. A book",
+            "C. A phone",
+            "D. Nothing"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's facial expression remain consistently smiling throughout the video segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features one woman, appearing to be in her late 50s or early 60s, with a warm, gentle smile and her gaze directed downward. She has short, curly dark brown hair styled neatly around her face. She is wearing a soft pink collared shirt made of a lightweight, possibly cotton-blend fabric, with a subtle sheen. No visible accessories such as jewelry, glasses, or hats are present. Her posture is relaxed and slightly leaned forward, suggesting engagement in a quiet, intimate moment. She is seated, likely on a plush sofa with ornate golden-yellow upholstery visible behind her. The background includes a softly lit lamp with a white shade, wooden paneling, and hints of decorative elements, indicating an indoor, domestic setting—possibly a living room. The lighting is warm and diffused, casting soft shadows and enhancing the cozy atmosphere. Her facial expression conveys contentment or amusement, with natural lines around her eyes and mouth.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_cceb59baf0ed770fc33e2a6a513c811d",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_cceb59baf0ed770fc33e2a6a513c811d"
+  },
+  {
+    "instance_id": "mem_openhumanvid_887135b3f6040e2cbd61ed2cb6fb3a43",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/887135b3f6040e2cbd61ed2cb6fb3a43.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late 40s or early 50s stands close to a woman near a large window, his balding head framed by long dark hair tied into a low ponytail. He wears a dark green leather jacket with a raised collar and visible zipper, his thick beard shadowed by soft, diffused light. His posture is slightly hunched, gaze lowered, expression somber as he leans toward the woman beside him.",
+          "The man begins to walk steadily out of frame to the left, his leather jacket brushing against the edge of the window frame. His movements are slow and deliberate, his silhouette gradually shrinking as he moves away from the woman, who remains still, her back turned to the camera.",
+          "The frame is now empty of human presence. Only the blurred gray apartment building outside the window remains visible, its flat façade stretching across the glass. Soft daylight filters through, casting faint shadows on the worn wooden floor and the baseboard along the wall.",
+          "From the right side of the frame, the man re-enters slowly, his dark leather jacket first appearing at the edge. His long dark ponytail swings gently as he steps forward, one shoulder emerging into view, his beard catching the dim light as he turns slightly toward the center.",
+          "The man is fully back in frame, standing in the same position as before. His balding head, long dark ponytail, thick beard, and dark green leather jacket are identical to the initial moment. He leans slightly forward, gaze downcast, still close to the woman whose blonde hair remains partially obscured. The scene is still, unchanged."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hair remain tied back in a ponytail throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the man's jacket?",
+          "options": [
+            "A. Red",
+            "B. Black",
+            "C. Green",
+            "D. Blue"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing a beard in all frames of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary material of the man's outerwear?",
+          "options": [
+            "A. Cotton",
+            "B. Leather",
+            "C. Denim",
+            "D. Fleece"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man maintain the same posture and gaze direction throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, a man and a woman, positioned closely together. The man appears to be in his late 40s or early 50s, with a balding head, long dark hair tied back into a ponytail, a thick beard, and a somber expression. He wears a dark green or black leather jacket with a visible zipper and collar, suggesting a utilitarian style. His posture is slightly hunched as he leans forward, looking down at the woman beside him. The woman, whose face is not visible, has long, wavy blonde hair and appears to be younger, possibly in her 20s or 30s. She is partially obscured by the man’s body and turned away from the camera. They are standing indoors near a large window, with a blurred view of a gray apartment building outside. The lighting is soft and diffused, casting subtle shadows on their faces, creating a melancholic atmosphere. No accessories or props are clearly visible.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_887135b3f6040e2cbd61ed2cb6fb3a43",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_887135b3f6040e2cbd61ed2cb6fb3a43"
+  },
+  {
+    "instance_id": "mem_openhumanvid_706eb14f9529584488b0c725fae2e5e0",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/706eb14f9529584488b0c725fae2e5e0.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Five men stand in a line within a grand traditional Chinese palace hall, illuminated by soft natural light filtering through sheer curtains. The central figure wears a bright yellow robe with purple sleeves and collar over a magenta undergarment, a red hat adorned with a black feather and small red ornament, and long hair tied back. The others wear matching maroon robes with blue accents, black belts, and red hats topped with gold knobs. All face forward, slightly angled toward the center.",
+          "The central figure begins to step forward, turning slowly to his right, his yellow robe flowing gently with the motion. His red hat tilts slightly as he moves, the black feather swaying. He walks past the edge of the frame, partially obscured now, still visible from the waist up as he proceeds toward the corner.",
+          "The hallway remains empty—ornate blue and gold drapes hang behind wooden furniture, calligraphy scrolls adorn the walls, and patterned wall hangings shimmer in the light. The room is still, quiet, bathed in soft daylight. No movement, no sound—only the lingering presence of tradition and silence.",
+          "A faint rustle draws attention as the central figure reappears around the same corner, emerging gradually into view. Only half of his body is visible—the vibrant yellow robe, one side of the red hat with its black feather, and a glimpse of his long tied-back hair—returning slowly, deliberately, into the frame.",
+          "The man stands fully in frame once more, identical to before: bright yellow robe with purple sleeves and collar, magenta undergarment, red hat with black feather and red ornament, long hair tied back. He faces forward, centered, stationary, as the scene holds steady, unchanged, complete."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the central figure maintain the same facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the robe worn by the central figure?",
+          "options": [
+            "A. Purple",
+            "B. Yellow",
+            "C. Blue",
+            "D. Red"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the red conical hat of the central figure consistently visible and unchanged in appearance?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the inner lining of the central figure's robe?",
+          "options": [
+            "A. Green",
+            "B. Pink",
+            "C. Purple",
+            "D. Orange"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the central figure's hair remain tied back under the hat throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Five men are present in the frame, appearing to be middle-aged or older adults, all male. The central figure wears a bright yellow robe with purple sleeves and collar, over a magenta undergarment, paired with a red hat featuring a black feather and a small red ornament on top; his hair is long and tied back. The other four wear matching dark maroon robes with blue accents and black belts, each adorned with a red hat topped with a gold knob. All hats have a similar design, suggesting official status. Their facial features vary—some have beards, others are clean-shaven. They stand in a line, facing forward, slightly angled toward the center. The setting is an indoor room resembling a traditional Chinese palace hall, with ornate blue and gold drapes, patterned wall hangings, framed calligraphy, and wooden furniture visible in the background. Natural light filters through sheer curtains, illuminating the scene evenly.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_706eb14f9529584488b0c725fae2e5e0",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_706eb14f9529584488b0c725fae2e5e0"
+  },
+  {
+    "instance_id": "mem_openhumanvid_2c63fd486493484cbe55664f0a841010",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/2c63fd486493484cbe55664f0a841010.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman with long, dark brown hair styled loosely with bangs sits in a softly lit room, her face framed by strands of hair. She wears a cream-colored top with large navy blue polka dots, delicate silver dangling earrings, and looks intently to the right. Beside her, a man in a black shirt is partially visible but blurred, seated at a table against a backdrop of indistinct vertical lines suggesting window frames.",
+          "The woman rises slowly from her seat, turning slightly toward the background as she begins to walk away. Her polka-dotted top sways gently with her movement, and the silver earrings catch the dim light. She moves deeper into the room, her figure narrowing as she retreats into the shadows near the windowed wall.",
+          "The room remains still and quiet, the soft glow of natural light filtering through faint vertical lines on the wall. The table is empty now, the chair slightly askew. No trace of the woman remains—only the muted ambiance of the dimly lit interior, untouched and serene.",
+          "From the far end of the room, a silhouette emerges, walking steadily toward the camera. The outline of a woman becomes clearer—her long dark hair and the familiar shape of her polka-dotted top reappearing gradually as she steps forward from the shadowed background.",
+          "The woman stands fully in frame, her appearance unchanged: long dark brown hair with bangs, cream top with navy blue polka dots, and delicate silver earrings glinting softly. She is stationary, facing slightly to the right, her expression serious, just as before. The scene holds steady, complete."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hair color and style remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What pattern is visible on the woman's top?",
+          "options": [
+            "A. Stripes",
+            "B. Polka dots",
+            "C. Floral",
+            "D. Solid color"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the silver dangling earrings visible on both sides of the woman's face at all times?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the woman's facial expression change during the conversation?",
+          "options": [
+            "A. From serious to smiling",
+            "B. From neutral to concerned",
+            "C. From concerned to contemplative",
+            "D. Remains consistently serious"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman maintain eye contact with the man off-screen throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, a woman and a man, both appearing to be in their late thirties to early forties. The woman, positioned on the left side of the frame, has long, dark brown hair with bangs, styled loosely with some strands framing her face. She wears a cream-colored top with large navy blue polka dots, likely made of a soft fabric such as cotton or jersey. Her accessories include dangling silver earrings with a delicate design. Her expression is serious, mouth slightly open as if speaking, and she is looking toward the right side of the frame. The man, partially visible on the right, has short dark hair, a trimmed beard, and is wearing a black shirt; his face is blurred and out of focus. They appear to be seated indoors, possibly at a table, with a softly lit background featuring indistinct vertical lines—perhaps window frames or architectural details—suggesting a dimly lit room with natural light filtering through.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_2c63fd486493484cbe55664f0a841010",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_2c63fd486493484cbe55664f0a841010"
+  },
+  {
+    "instance_id": "mem_openhumanvid_55bd81eb0a8cba94b80bd32a7b743d0c",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/55bd81eb0a8cba94b80bd32a7b743d0c.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A single middle-aged man stands centered, facing slightly right, his long gray beard and mustache framing a solemn face. He wears a traditional black Chinese official’s hat with a green jade-like ornament, a richly embroidered dark brown silk robe with swirling patterns, wide sleeves, and a high collar over a white inner layer. Behind him, a wooden-framed window with vertical bars and translucent paper panels diffuses soft natural light through light curtains.",
+          "The man begins to walk steadily toward the left, his heavy robe swaying slightly with each deliberate step. His hands remain folded at his sides as he moves, the intricate embroidery catching subtle light. Only half of his figure remains visible as he edges out of frame, the hat's jade ornament glinting faintly in the dim glow.",
+          "The room is now empty. The wooden-framed window with its vertical bars and translucent paper panels remains, softly lit by diffused daylight filtering through light-colored curtains. Shadows stretch gently across the floor, and the silence fills the space where the man once stood.",
+          "From the right side of the frame, the man re-enters, his dark robe and wide sleeves emerging first. The edge of his traditional black hat with its green jade ornament comes into view, followed by the curve of his long gray beard. He steps forward slowly, his presence returning with quiet purpose.",
+          "The man stands fully within the frame, centered and upright, facing slightly right. His long gray beard and mustache are unchanged, his dark hair neatly tucked beneath the black official’s hat adorned with the green jade ornament. He wears the same richly embroidered dark brown silk robe with wide sleeves and high collar over a white inner layer—every detail matching exactly as before. He stands still, solemn and composed."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the older man maintain the same facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main robe worn by the older man?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. Maroon",
+            "D. Black"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the green jewel on the older man's hat consistently visible in all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the older man's posture change during the interaction?",
+          "options": [
+            "A. He remains completely still",
+            "B. He turns his head and body to face the other person",
+            "C. He sits down",
+            "D. He bows deeply"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the intricate pattern on the older man's robe remain consistent when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single middle-aged man, appearing to be in his late 50s or early 60s, stands centered in the frame, facing slightly to the right. He has a full, long gray beard and mustache, with dark hair styled under a traditional black Chinese official’s hat adorned with a green jade-like ornament at the front. His clothing consists of a richly embroidered dark brown robe with intricate swirling patterns in darker thread, suggesting high status; the garment features wide sleeves and a high collar over a white inner layer. The fabric appears heavy and possibly silk. He wears no visible jewelry aside from the hat's ornament. His posture is upright but solemn, hands likely folded or at his sides. He stands indoors, in front of a wooden-framed window with vertical bars and translucent paper panels, partially covered by light-colored curtains. The lighting is soft and natural, diffused through the window, casting subtle shadows.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_55bd81eb0a8cba94b80bd32a7b743d0c",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_55bd81eb0a8cba94b80bd32a7b743d0c"
+  },
+  {
+    "instance_id": "mem_openhumanvid_d97251b642ac468a1ad346fe3ae2dde4",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/d97251b642ac468a1ad346fe3ae2dde4.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A middle-aged man lies reclined on a hospital bed, his short black hair neatly styled, face marked by bruises and a small cut near his lower lip bleeding slightly. He wears a light green t-shirt with a faint white graphic beneath a blue zip-up jacket. His eyes are wide open, gazing upward. Two medical staff in white coats flank the bed, gripping its rails, under cool fluorescent lighting.",
+          "The man slowly sits up, pushing himself forward with deliberate motion, his body swaying slightly as he rises from the bed. He turns away from the camera, stepping toward the far end of the room, his back now visible as he walks deeper into the background, partially obscured by the edge of the frame.",
+          "The hospital room remains still—pale blue walls, teal flooring, and sterile white equipment. The bed is empty, the rails untouched. Fluorescent lights hum softly overhead. No movement, no sound. Only the quiet clinical space persists, devoid of human presence.",
+          "From the distant background, a figure emerges—slowly walking forward, silhouette growing clearer. The man’s dark hair and blue jacket become visible as he steps into the midground, one foot ahead of the other, approaching the camera with steady, measured steps.",
+          "The man stands fully in frame, centered and still. His short black hair is neatly styled, his face bears the same bruises and cut near the lip, blood trickling down. He wears the identical light green t-shirt with a faint white print beneath a blue zip-up jacket. He faces the camera, eyes wide, unchanged from the beginning."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's facial expression change from alert to dazed during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the t-shirt visible under the man's hoodie?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. White",
+            "D. Black"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the red marks on the man's face consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the man wearing on his upper body?",
+          "options": [
+            "A. A white shirt",
+            "B. A blue hoodie over a green t-shirt",
+            "C. A white lab coat",
+            "D. A red sweater"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's hair appear wet or dry throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features three individuals in a hospital setting. The central figure is a middle-aged man lying on a hospital bed, appearing to be in his late 30s or early 40s, with short black hair styled neatly. He has visible injuries—bruises and cuts on his face, including a small wound near his lower lip with blood trickling down. He wears a light green t-shirt with a faint white graphic print underneath a blue zip-up jacket. His posture is reclined, head resting on a white pillow, eyes wide open, facing upward toward the camera. Two medical staff members, partially visible, flank the bed—one on each side—wearing white lab coats and holding the bed’s white plastic railings. The background shows a clinical environment with pale blue walls, a teal floor, and fluorescent lighting casting a cool tone over the scene. No accessories are visible on the central figure.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_d97251b642ac468a1ad346fe3ae2dde4",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_d97251b642ac468a1ad346fe3ae2dde4"
+  },
+  {
+    "instance_id": "mem_openhumanvid_21203e720304f439acdd21384f41584f",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/21203e720304f439acdd21384f41584f.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman in her late 30s or early 40s stands closely embraced with a man in a softly lit office. She has shoulder-length dark brown hair, a few strands framing her face, wearing a white blouse with thin black vertical stripes under a dark blazer. Her left wrist displays a sleek black watch with a metallic band, and she holds the blazer tightly around him.",
+          "The woman begins to step away, moving steadily toward the right side of the frame. Her body turns slightly, revealing more of her profile as she glides forward. The blazer drapes over her arm, and the watch catches the light as her hand lifts gently. Only half of her remains visible as she edges out.",
+          "The office space is now empty—bookshelves lined with books and binders stand quietly, a framed abstract painting hangs on the wall, and soft natural light filters through unseen windows. The air feels still, the embrace gone, leaving only the calm, untouched environment behind.",
+          "From the left edge of the frame, the woman re-enters slowly, her silhouette emerging into view. Her dark blazer appears first, followed by the curve of her shoulder and the flash of her watch. Her hair falls gently across her face as she steps forward, partially visible again.",
+          "The woman is fully back in frame, standing centered once more. Her shoulder-length dark brown hair frames her face, the white striped blouse beneath the dark blazer, and the sleek black watch gleams on her left wrist. She is exactly as before—still, poised, and complete."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When the woman turns her back to the camera, does her long dark hair remain visible?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the smartwatch worn by the woman?",
+          "options": [
+            "A. Silver",
+            "B. Black",
+            "C. Gold",
+            "D. Blue"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the white piece of paper still visible in the woman's left hand after she turns around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What pattern is visible on the woman's shirt?",
+          "options": [
+            "A. Polka dots",
+            "B. Stripes",
+            "C. Floral",
+            "D. Solid"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's facial expression remain consistent (showing emotion) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two people, one woman and one man, engaged in an intimate embrace. The woman, appearing to be in her late 30s or early 40s, has shoulder-length dark brown hair styled simply, with a few strands falling across her face. She wears a white blouse with thin black vertical stripes, visible beneath a dark blazer she is holding tightly around the man. Her left wrist bears a sleek black watch with a metallic band. The man, partially obscured, appears to be in his 30s, wearing a crisp white dress shirt and a dark suit jacket. His face is not fully visible. They are positioned centrally in the frame, facing each other closely, with the woman’s eyes closed and her head slightly tilted. The setting is an indoor office or study space, indicated by bookshelves filled with books and binders, a framed abstract artwork on the wall, and soft, natural lighting.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_21203e720304f439acdd21384f41584f",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_21203e720304f439acdd21384f41584f"
+  },
+  {
+    "instance_id": "mem_openhumanvid_b2b0ef76cfdccecd40bb341e68450c82",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/b2b0ef76cfdccecd40bb341e68450c82.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman stands at the base of the grand wooden staircase, her long auburn hair cascading over her shoulders. She wears a tailored emerald green dress with lace trim, pearl earrings, and a vintage silver brooch pinned to her collar. Her hands rest gently on the polished railing, one holding a small leather-bound book. The warm light from the chandelier highlights her poised elegance.",
+          "She begins to ascend the staircase, stepping gracefully with each movement. Her dress flows softly against her legs as she climbs, the book held close to her chest. Only her back and upper body remain visible as she moves upward, disappearing slowly into the bright glow near the top window.",
+          "The staircase is now empty. Sunlight filters through the multi-paned window above, casting soft patterns across the teal and white paneling. The chandelier glimmers faintly, and the vintage lamp on the left emits a steady golden warmth. The air feels still, serene, untouched by motion.",
+          "A figure emerges from the top of the frame, descending the stairs. The silhouette reveals the same emerald green dress and flowing auburn hair, now catching the light as she steps down. Her form grows clearer with each step, the leather-bound book still clutched in her hand.",
+          "She reaches the bottom of the staircase, standing still once more. Her emerald green dress, lace trim, pearl earrings, and silver brooch are exactly as before. Her auburn hair falls naturally around her shoulders, and the book rests gently in her hands. She stands centered, composed, under the soft glow of the chandelier."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man maintain the same hairstyle (short dark hair) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the suit worn by the man in the video?",
+          "options": [
+            "A. Blue",
+            "B. Black",
+            "C. Gray",
+            "D. White"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing any visible accessories such as a watch, glasses, or a tie?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the man's posture change as he walks up the stairs?",
+          "options": [
+            "A. He starts upright and leans forward",
+            "B. He starts leaning forward and becomes upright",
+            "C. He maintains a consistent upright posture",
+            "D. He sits down on the stairs"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's clothing (black suit) appear consistent in color and style when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "There are no people visible in this frame. The image depicts an interior space featuring a grand wooden staircase with polished railings, ascending toward a bright, multi-paned window at the top. The walls are adorned with teal and white paneling, and a chandelier hangs above the stairs. A vintage-style table lamp with a cream shade sits on a surface to the left, casting a warm glow. Below the staircase, there is a low white shelf or counter. The lighting is soft and natural, filtering through the windows, creating a calm and elegant atmosphere. No individuals are present, so no details regarding age, gender, clothing, accessories, hair, or physical features can be provided. The environment suggests a stately home or mansion with classic architectural details.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_b2b0ef76cfdccecd40bb341e68450c82",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_b2b0ef76cfdccecd40bb341e68450c82"
+  },
+  {
+    "instance_id": "mem_openhumanvid_e7d0455f70845b771957733ad8b9761f",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/e7d0455f70845b771957733ad8b9761f.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his early forties stands centered in a narrow urban alley, wearing a light gray dress shirt, dark trousers, and holding a navy blazer over his left arm. He has short, neatly styled black hair, a slim build, and a composed expression. Behind him, six others in formal attire watch attentively, framed by European-style architecture and parked cars under bright daylight.",
+          "The man begins to walk steadily toward the right side of the frame, his posture upright and purposeful. His navy blazer swings slightly with each step as he moves past the group, now partially obscured by the edge of the doorway. The others remain still, their attention fixed on his departure.",
+          "The man is completely out of view, leaving only the empty metal grate and wooden door in focus. The group remains motionless, silhouetted against the sunlit alley. Parked cars line the street, and the warm daylight casts soft shadows across the cobblestone ground.",
+          "From the left edge of the frame, the man re-enters, stepping into view with measured confidence. Only his torso and face are visible at first, the navy blazer draped over his arm. His short black hair catches the light as he walks forward, approaching the center of the scene.",
+          "The man is fully back in frame, standing exactly where he began. He wears the same light gray dress shirt, dark trousers, and carries the navy blazer. His short black hair is neat, his expression calm. The group behind him watches silently as he stands still, perfectly matching his original appearance."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the light blue shirt have a beard when he turns to face the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by the main person in the video?",
+          "options": [
+            "A. Gray",
+            "B. Blue",
+            "C. Light Blue",
+            "D. White"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man in the light blue shirt wearing glasses both before and after turning around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the hairstyle of the man in the light blue shirt?",
+          "options": [
+            "A. Short and curly",
+            "B. Long and wavy",
+            "C. Short and straight",
+            "D. Braided"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man in the light blue shirt maintain the same facial expression (neutral) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image shows seven individuals standing in an urban outdoor setting, likely a narrow street or alleyway between buildings. Six people are visible outside the doorway, facing inward toward a man entering the frame from the right; one person is partially visible on the left edge of the frame. Ages range from late 30s to early 60s, with mixed genders—four men and three women. The central figure, a man in his 40s, wears a light gray dress shirt, dark trousers, and carries a navy blazer. He has short black hair and a slim build. To his right, a bearded man in a blue suit, white shirt, and sunglasses claps enthusiastically. Others wear formal attire: a woman in a black polka-dot dress, another in a white top with a blue jacket, and two men in suits. Accessories include glasses, a crossbody bag, and a briefcase. Hair colors vary from black to gray, styled neatly. They stand on a metal grate near a wooden door, with European-style architecture and parked cars in the background under daylight.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_e7d0455f70845b771957733ad8b9761f",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_e7d0455f70845b771957733ad8b9761f"
+  },
+  {
+    "instance_id": "mem_openhumanvid_a2aa35dcc2c8c3bd5d29bdbaea8e4bf5",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/a2aa35dcc2c8c3bd5d29bdbaea8e4bf5.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A bald Black man in his late 50s to early 60s sits diagonally, facing lower right, wearing thin-rimmed oval glasses with a reflective surface. He’s dressed in a dark charcoal wool suit jacket over a crisp white dress shirt and a subtly shiny gold tie. His posture is forward-leaning, engaged, with defined jawline and calm expression under soft ambient lighting.",
+          "The man slowly rises from his seat, turning slightly toward the background. He walks steadily deeper into the dimly lit space, his silhouette receding as he moves past blurred vertical grates. Only his back and shoulders remain visible, fading into the shadows near the glowing blue-white screen.",
+          "The frame is now empty—no figure in sight. The background remains unchanged: vertical bars softly illuminated, the data feed glowing faintly with indistinct patterns. Shadows stretch across the floor, and the ambient light casts quiet depth, emphasizing stillness and absence.",
+          "From the far edge of the background, a figure emerges—first just a hint of dark fabric, then the gold sheen of a tie catching light. The man walks forward, partially framed, his silhouette growing clearer as he approaches from the depths of the dim corridor.",
+          "The man stands fully in frame, identical to before—bald head, thin-rimmed oval glasses reflecting light, dark suit jacket, crisp white shirt, and gold tie with subtle shine. His posture is slightly leaned forward, face calm and composed, seated once again in the same position, stationary and present."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the bald man maintain his bald head appearance throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the frames of the glasses worn by the man?",
+          "options": [
+            "A. Black",
+            "B. Silver",
+            "C. Brown",
+            "D. Transparent"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's facial expression consistent throughout the video, or does it change?",
+          "options": [
+            "Consistent",
+            "Changes"
+          ],
+          "answer": "Changes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the man's suit jacket?",
+          "options": [
+            "A. Dark gray",
+            "B. Black",
+            "C. Navy blue",
+            "D. Charcoal"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's tie remain visible and unchanged in color and style throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two men, with the primary focus on a bald Black man in his late 50s to early 60s, wearing thin-rimmed oval glasses with a reflective surface. He is dressed in a dark suit jacket, likely black or charcoal wool, over a crisp white dress shirt and a gold-colored tie with a subtle sheen. His posture is slightly leaned forward, suggesting engagement in conversation, and he is seated, facing diagonally toward the lower right of the frame. To his left, partially out of focus, is another man—light-skinned, possibly middle-aged—with short hair, visible only from the side of his face. The background is dimly lit, featuring blurred vertical bars or grates and a glowing screen displaying indistinct blue-white imagery, possibly a map or data feed. Ambient lighting casts soft shadows on the main subject’s face, emphasizing his defined jawline and calm expression.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_a2aa35dcc2c8c3bd5d29bdbaea8e4bf5",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_a2aa35dcc2c8c3bd5d29bdbaea8e4bf5"
+  },
+  {
+    "instance_id": "mem_openhumanvid_bfcdf8f86553f18373f9e3cd3b641ff8",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/bfcdf8f86553f18373f9e3cd3b641ff8.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman in her late 30s to early 40s stands slightly leaning forward, her shoulder-length dark brown hair softly framing her face. She wears a pale pink sleeveless dress with delicate lace-trimmed short sleeves and two front pockets. Her hands are clasped gently, and she smiles warmly in the brightly lit modern kitchen, where red lanterns hang and potted plants add greenery.",
+          "The woman begins to walk steadily toward the right side of the frame, her pale pink dress swaying slightly with each step. Her smile remains as she moves, her dark brown hair catching the light. Only half of her body is visible now, her form gradually disappearing behind the edge of the frame.",
+          "The kitchen remains still and bright, bathed in natural light streaming through sheer curtains. Red Chinese lanterns dangle above, potted plants thrive on the counter, and bar stools line the island. The framed portrait glows softly, and the yellow handbag rests near the seated woman, who continues to smile at her bowl.",
+          "From the left side of the frame, a figure emerges—just the edge of a pale pink sleeve and a glimpse of dark brown hair. The woman steps slowly into view, her lace-trimmed dress beginning to appear. Her movement is calm and deliberate, returning to the center of the warm, sunlit space.",
+          "The woman is fully back in frame, standing slightly leaned forward with her hands clasped. Her shoulder-length dark brown hair falls naturally, and she wears the same pale pink sleeveless dress with lace-trimmed short sleeves and two front pockets. She smiles warmly, exactly as before, stationary and present in the bright, inviting kitchen."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's red headband remain visible throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the top worn by the main person in the video?",
+          "options": [
+            "A. Blue",
+            "B. Pink",
+            "C. Red",
+            "D. Green"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the green bangle on the woman's left wrist consistently visible in all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of garment is the woman wearing over her blue top?",
+          "options": [
+            "A. Jacket",
+            "B. Cardigan",
+            "C. Vest",
+            "D. Scarf"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's hairstyle (hair tied back) remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Three individuals are present in a brightly lit, modern kitchen or dining area. On the left, a woman in her late 30s to early 40s with shoulder-length dark brown hair wears a pale pink sleeveless dress with lace-trimmed short sleeves and two front pockets; she stands slightly leaning forward, hands clasped, smiling. In the center, a man in his 50s with short black hair wears a dark navy t-shirt and gray pants; he leans over a table, looking down at a bowl. On the right, an older woman in her 60s with dark hair pulled back by a red headband wears a dark blue floral-patterned top under a red vest and a pink collar; she sits at the table, smiling, with a green bracelet on her wrist. She holds a spoon in a white bowl. A yellow handbag rests near the seated woman. The background includes potted plants, red Chinese lantern decorations, a framed portrait of a woman, bar stools, and a countertop with jars and bottles. Natural light streams through curtains.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_bfcdf8f86553f18373f9e3cd3b641ff8",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_bfcdf8f86553f18373f9e3cd3b641ff8"
+  },
+  {
+    "instance_id": "mem_openhumanvid_83b3cedecab05d08da8fb96abf7774a0",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/83b3cedecab05d08da8fb96abf7774a0.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Inside a car with tan leather seats, two young adults sit in the front. The person on the left has dark brown hair in a messy bun, loose strands framing her face, wearing a cream-colored short-sleeved top with faint polka dots. The person on the right, driving, has short dark hair, a \"55\" tattoo on his neck, and wears a muted plaid shirt over a dark undershirt. Rain streaks the windows, soft daylight illuminating the scene.",
+          "The driver slowly lifts his hands from the steering wheel, shifting his body toward the open door. He begins to rise, moving upward and out of frame, his plaid shirt and tattooed neck visible as he ascends a ramp just beyond the car’s edge, partially obscured by rain-blurred glass.",
+          "The car remains still, empty in the front seat. Tan upholstery glistens under natural light. Raindrops trail down the windshield, blurring the green landscape outside. The steering wheel rests untouched. Silence fills the space where the driver once sat, only the steady patter of rain breaking the quiet.",
+          "A figure descends from above, stepping into view from the top of the frame. The lower half of the man's body appears first—his plaid shirt and jeans visible—then his hands return to the steering wheel. His neck tattoo comes into sight as he lowers himself back into the driver’s seat.",
+          "The driver is fully seated again, hands resting on the wheel. His short dark hair, \"55\" tattoo, and layered plaid shirt are clearly visible. The woman beside him remains unchanged—her messy bun, loose strands, and cream polka-dot top exactly as before. Both are still, framed by rain-streaked windows and soft daylight."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hair remain tied in a bun throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the woman's top?",
+          "options": [
+            "A. Blue",
+            "B. Black",
+            "C. White",
+            "D. Gray"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the small hoop earrings visible on the woman's left ear throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the woman's facial expression change over time?",
+          "options": [
+            "A. From smiling to serious",
+            "B. From neutral to distressed",
+            "C. From contemplative to surprised",
+            "D. Remains calm and consistent"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the woman's white top with blue floral patterns visible and unchanged from start to finish?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two individuals are seated inside a vehicle, both appearing to be in their late teens or early twenties. The person on the left, likely female, has dark brown hair tied into a messy bun with loose strands framing her face; she wears a light-colored, possibly cream or off-white, short-sleeved top with small, faint polka dots. Her posture is relaxed, facing slightly forward but looking toward the right side of the frame. The person on the right, likely male, has short dark hair and a visible tattoo of \"55\" on the left side of his neck, along with another small mark beneath it. He wears a long-sleeved plaid shirt in muted tones of beige, blue, and gray, layered over a darker undershirt. His hands rest on the steering wheel, suggesting he is driving. Both are seated in the front seats of a car with tan interior; raindrops streak the windows, blurring the green landscape outside. Natural daylight filters through, creating soft illumination.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_83b3cedecab05d08da8fb96abf7774a0",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_83b3cedecab05d08da8fb96abf7774a0"
+  },
+  {
+    "instance_id": "mem_openhumanvid_598a47450ab89ffa918d5e99a23920f2",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/598a47450ab89ffa918d5e99a23920f2.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman stands center frame, dressed in a tailored crimson silk qipao with intricate gold embroidery along the collar and sleeves. Her long, dark hair is styled in a sleek low bun, adorned with a delicate pearl hairpin. She wears subtle gold earrings and holds a small red clutch with a silver clasp, standing poised before the purple velvet curtain bearing golden Chinese characters.",
+          "The woman begins to walk steadily toward the right side of the frame, her movements graceful and deliberate. The hem of her qipao sways slightly with each step, and the red clutch remains held close to her side as she moves out of view, only her left shoulder and arm visible at the edge of the frame.",
+          "The stage is now empty. The rich purple velvet curtain fills the frame, its diagonal folds catching the light. The golden characters \"盛女作戰自由行\" gleam brightly above the logo \"好華旅行社,\" while the ornate gold trim glints subtly at the edges. The gray curtain to the left remains still, and no movement disturbs the scene.",
+          "From the left edge of the frame, a sliver of crimson silk reappears—first the sleeve of the qipao, then the curve of her shoulder. The red clutch becomes visible as she steps forward, her silhouette emerging slowly into the light, the pearl hairpin catching a glint as she continues to enter.",
+          "The woman stands fully in frame once more, centered and still. Her crimson silk qipao with gold embroidery, sleek low bun with pearl hairpin, gold earrings, and red clutch are exactly as before. She faces forward, composed and poised, against the backdrop of the purple velvet curtain and glowing golden text."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man with glasses maintain his smile throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of eyewear does the main person wear?",
+          "options": [
+            "A. Contact lenses",
+            "B. Sunglasses",
+            "C. Black-rimmed glasses",
+            "D. No glasses"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's dark suit jacket consistently visible as he sits at the table?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What color is the shirt under the man's suit jacket?",
+          "options": [
+            "A. Blue",
+            "B. Red",
+            "C. White",
+            "D. Gray"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's hairstyle change at any point during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "There are no visible people in this frame. The image displays a richly textured purple velvet curtain with diagonal folds, serving as a backdrop for large golden Chinese characters reading \"盛女作戰自由行\" and a logo beneath them that says \"好華旅行社\" (Hao Hua Li Travel Agency Ltd.). The background includes hints of ornate gold trim on the edges and a partially visible gray curtain to the left, suggesting a stage or theatrical setting. The lighting is even and bright, highlighting the texture of the fabric and the reflective quality of the text and logo. No individuals, clothing, accessories, hair, or physical features are present or discernible in this still.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_598a47450ab89ffa918d5e99a23920f2",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_598a47450ab89ffa918d5e99a23920f2"
+  },
+  {
+    "instance_id": "mem_openhumanvid_995567eab15684b2bc9227f6918c661e",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/995567eab15684b2bc9227f6918c661e.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late thirties to early forties stands close to the camera, filling the frame. He has a light brown complexion, short dark brown hair swept back with a slight side part, and wears thick black-rimmed rectangular glasses resting low on his nose. Dressed in a crisp muted brown collared shirt, he gazes downward with a faint smirk, set against a dimly lit office backdrop featuring a blurred white blueprint pinned to a dark wall.",
+          "The man begins to shift forward, stepping slowly toward the right side of the frame. His body angles slightly as he moves, the edge of his shoulder and collar still visible. His expression remains contemplative, eyes glancing down, while the dim ambient lighting casts soft shadows across his face and shirt.",
+          "The man is now completely obscured by a large, dark pillar that rises from the floor, blocking the entire view. Only the cool-toned office environment remains—dark walls, faint outlines of furniture, and the white blueprint hanging motionless in the hazy background, illuminated by subtle overhead lights.",
+          "From behind the pillar, the man starts to emerge on the left side of the frame. First, the tip of his collar appears, followed by the curve of his shoulder and the edge of his glasses. His movement is deliberate, slow, as he steps into view, the faint smirk returning to his lips.",
+          "The man is fully back in frame, standing in the same position as before. He wears the same muted brown collared shirt, neatly pressed, with the crisp collar visible. His dark brown hair is swept back, and the thick black-rimmed glasses sit low on his nose. His expression holds a subtle smirk, eyes looking down and slightly toward the camera, the dim office backdrop unchanged behind him."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the video maintain the same hairstyle throughout the clip?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the frames of the glasses worn by the man?",
+          "options": [
+            "A. Black",
+            "B. Brown",
+            "C. Silver",
+            "D. Blue"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's facial expression consistently neutral to slightly smiling across all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the color of the man's collared shirt?",
+          "options": [
+            "A. White",
+            "B. Beige",
+            "C. Gray",
+            "D. Tan"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's stubble (chin and cheeks) appear consistently in every frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features one adult male, appearing to be in his late thirties to early forties, with a light brown complexion and a lean facial structure. He wears black-rimmed rectangular glasses with thick frames, which sit slightly low on his nose. His dark brown hair is short, neatly styled, and swept back from the forehead, with a slight side part. He is dressed in a muted brown or beige collared shirt made of a smooth, possibly cotton-blend fabric; the collar is visible and appears crisp. No jewelry or additional accessories are noticeable. His expression is subtle, with a faint smirk and eyes looking downward and slightly toward the camera, suggesting contemplation or mild amusement. He is positioned close to the camera, filling most of the frame, angled slightly from the left side. The background is dimly lit and blurred, showing a dark wall with what appears to be a white diagram or blueprint pinned to it, indicating an indoor setting—possibly an office or workspace—with cool-toned ambient lighting.",
+      "exit_plan": {
+        "exit": "steps behind a large foreground object (pillar, wall, or vehicle) blocking the view entirely",
+        "return": "emerges from the other side of the occluding object"
+      }
+    },
+    "task_id": "mem_openhumanvid_995567eab15684b2bc9227f6918c661e",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_995567eab15684b2bc9227f6918c661e"
+  },
+  {
+    "instance_id": "mem_openhumanvid_89eb24aae5fb32f897ee3c7e82be71bd",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/89eb24aae5fb32f897ee3c7e82be71bd.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young man stands in the foreground, his slender frame draped in a light gray silk robe with a high collar, exuding ancient nobility. His dark hair is slicked back into a precise topknot beneath an ornate silver filigree headdress, accented by a gleaming yellow pin. His expression is serious, eyes fixed to the right, as blurred greenery and stone architecture frame the overcast outdoor terrace.",
+          "The young man turns slowly, stepping away from the camera with measured grace. His robes flow gently as he walks deeper into the background, his silver headdress catching faint light. Only his back and the curve of his shoulders remain visible as he moves toward the distant edge of the terrace.",
+          "The terrace is now empty—only the stone railing, misty green foliage, and soft architectural details remain under the overcast sky. The air feels still, the scene quiet, with no trace of movement or presence, just the lingering atmosphere of a historical moment suspended in time.",
+          "From the far background, a figure begins to emerge—slowly, deliberately. The silhouette of a young man in light gray robes appears at the edge of the frame, his silver headdress glinting as he steps forward. His form grows clearer, approaching steadily from the depth of the terrace.",
+          "The young man stands fully in frame, identical to before—light gray silk robe, high collar, dark topknot secured beneath the intricate silver filigree headdress with its yellow pin. His expression remains serious, gaze steady. He is motionless, perfectly anchored in place, as if time itself has returned him unchanged."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man wearing the golden helmet have the same hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the primary material of the helmet worn by the main subject?",
+          "options": [
+            "A. Gold",
+            "B. Silver",
+            "C. Bronze",
+            "D. Copper"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the black strap visible under the chin of the man in the golden helmet?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the main color of the fur-like lining inside the helmet?",
+          "options": [
+            "A. Brown",
+            "B. Black",
+            "C. Gray",
+            "D. Purple"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man in the golden helmet maintain a consistent facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, with one prominently in the foreground and another partially visible on the right side. The main subject is a young man, approximately 20–25 years old, with a slender build and fair complexion. He wears a traditional Chinese-style headdress adorned with intricate silver filigree and a yellow decorative pin, suggesting a historical or noble role. His dark hair is neatly styled in an ancient topknot, slicked back and secured beneath the headpiece. He is dressed in a light gray garment with a high collar, likely made of silk or fine linen, indicative of period attire. His expression is serious, eyes focused intently to his right. The second person, seen only from the shoulder and reddish-brown hair, appears to be facing him. They are outdoors, possibly on a balcony or terrace, with blurred greenery and architectural elements in the background under overcast lighting.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_89eb24aae5fb32f897ee3c7e82be71bd",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_89eb24aae5fb32f897ee3c7e82be71bd"
+  },
+  {
+    "instance_id": "mem_openhumanvid_240414c90498f1f8fe1412d2967da618",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/240414c90498f1f8fe1412d2967da618.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young woman lies on her back on a blue and cream floral pillow, her dark shoulder-length hair loosely framing her face. She wears a black satin-like button-down shirt, partially unbuttoned at the top. Two white bandages cover wounds above her right eyebrow and near her left cheekbone, with faint redness and scarring visible. A small cut marks her neck. Her gaze drifts upward and to the right, eyes half-lidded in quiet contemplation.",
+          "Slowly, she lifts her head and pushes herself up from the pillow, her movements deliberate and steady. Her body shifts sideways toward the left edge of the frame, one arm extending forward as she begins to rise. Her silhouette fades slightly into shadow as she moves out of view, only her lower torso and legs still visible.",
+          "The frame is now empty—only the dimly lit background remains. The dark blue fabric with ornate floral patterns stretches across the scene, undisturbed. Soft shadows linger where her body once rested. The floral pillow sits untouched, the cool-toned lighting casting gentle contrasts across the textures.",
+          "From the right side of the frame, a sliver of movement appears—a glimpse of dark hair and the edge of a black satin shirt. She steps cautiously into view, one foot placing down gently on the fabric. Her form grows clearer as she advances, her posture upright but measured, returning slowly to center.",
+          "She stands fully within the frame, facing forward, her appearance identical to before. Dark hair falls loosely over her shoulders, the black satin shirt unbuttoned at the collar. Bandages remain above her right eyebrow and near her left cheekbone, the neck wound still visible. Her gaze is directed upward and to the right, calm and still, as if nothing has changed."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's facial expression remain consistently neutral throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How many adhesive bandages are visible on the woman's face and neck in the video?",
+          "options": [
+            "A. Three",
+            "B. Four",
+            "C. Five",
+            "D. Six"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the red marks on the woman's neck consistent in appearance across all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the woman's shirt?",
+          "options": [
+            "A. White",
+            "B. Black",
+            "C. Blue",
+            "D. Red"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's head position change significantly during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single young woman, appearing to be in her late teens or early twenties, lies on her back on a patterned blue and cream floral pillow. She has dark, shoulder-length hair loosely styled, with some strands falling across her forehead. Her face shows signs of injury: two white adhesive bandages are placed above her right eyebrow and near her left cheekbone, and there is visible redness and minor scarring around the wound sites. A small cut is also noticeable on her neck. She wears a black satin-like shirt with a button-down collar, partially unbuttoned at the top. Her posture is relaxed but passive, suggesting she may be recovering or unconscious. The lighting is dim and cool-toned, casting soft shadows across her face. The background consists of dark blue fabric with ornate floral designs, possibly part of a bed or couch. No accessories or props are visible, and her gaze is directed slightly upward and to the right, indicating awareness or contemplation.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_240414c90498f1f8fe1412d2967da618",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_240414c90498f1f8fe1412d2967da618"
+  },
+  {
+    "instance_id": "mem_openhumanvid_784aff1067931694c7be27bd7b91b733",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/784aff1067931694c7be27bd7b91b733.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman in her late twenties or early thirties stands centered in a dimly lit interior space, her dark shoulder-length hair neatly pulled back from her face. She wears a simple high-necked black blouse, no jewelry, no accessories. Her fair skin is softly illuminated on one side, shadows deepening the other. Her expression is serious, eyes fixed forward, lips slightly parted, conveying quiet intensity.",
+          "She begins to turn slowly to her right, her movement deliberate and measured. The edge of her black blouse brushes against the frame as she pivots away. Her hair shifts subtly with the motion, her gaze still directed forward, unblinking. The light catches the curve of her jaw as she moves toward the corner, partially disappearing from view.",
+          "The corner is now empty. Only the dark, indistinct background remains—shadows pooling in the corners, faint outlines of walls meeting at a sharp angle. The ambient lighting casts a soft glow on the textured surface near the floor, but no trace of the person remains. Silence fills the space.",
+          "From the same corner, a sliver of dark hair emerges, followed by the edge of her black blouse. She rounds the bend slowly, reappearing inch by inch. Her silhouette grows clearer as she steps into the light, her posture upright, her face still obscured by the angle. The scene breathes with anticipation.",
+          "She is fully back in frame, standing exactly where she began. Her dark shoulder-length hair is neatly pulled back, her black high-necked blouse pristine, no accessories visible. Her fair skin glows softly under the directional light, shadows framing one side of her face. Her expression remains serious, eyes steady, lips slightly parted—identical to the moment she first appeared. She stands still, poised."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's eye color appear consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What direction does the woman turn her head during the video?",
+          "options": [
+            "A. Left",
+            "B. Right",
+            "C. Up",
+            "D. Down"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the lighting on the woman's face consistent, highlighting the same areas (forehead and nose) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How would you describe the woman's hairstyle in the video?",
+          "options": [
+            "A. Long and loose",
+            "B. Short and pulled back",
+            "C. Wavy and shoulder-length",
+            "D. Braided"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's facial expression remain neutral and unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features a single individual, a woman appearing to be in her late twenties or early thirties. She has dark, shoulder-length hair styled neatly, pulled back from her face, with no visible accessories such as jewelry or headwear. Her facial features include a straight nose, full lips slightly parted, and expressive dark eyes that are gazing directly forward with a serious, contemplative expression. She appears to have fair skin with subtle natural makeup, emphasizing her eyes. No clothing details are visible due to the close-up framing, which focuses tightly on her face and upper neck. Her posture is upright, suggesting attentiveness or tension. The background is dark and indistinct, likely an interior space with low ambient lighting, creating shadows across one side of her face while the other is softly illuminated, possibly by a directional light source off-camera. The overall atmosphere is somber and intimate, emphasizing her emotional state.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_784aff1067931694c7be27bd7b91b733",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_784aff1067931694c7be27bd7b91b733"
+  },
+  {
+    "instance_id": "mem_openhumanvid_61b0ad2b7871543b8529bfe4e9d62751",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/61b0ad2b7871543b8529bfe4e9d62751.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late twenties, dressed in a richly embroidered red robe with intricate gold patterns and a soft pink inner collar, stands solemnly. His dark hair is neatly pulled back, revealing a somber face streaked with tears. Beside him, a woman rests her head on his shoulder, adorned with an ornate golden hairpin set with blue gemstones, her elaborate black updo signifying noble status. The warm, blurred orange-red background glows like fire, casting emotional light on their intimate sorrow.",
+          "The man slowly turns to the left, his red robe flowing with deliberate grace as he begins to walk out of frame. His tear-streaked face remains visible for a moment, eyes downcast, before only the edge of his sleeve and the curve of his shoulder linger at the left boundary of the shot.",
+          "The frame now holds only the warm, fiery orange-red backdrop, softly blurred and glowing like embers. No figures remain—just the lingering warmth and texture of the scene, untouched by movement, silent and still, evoking absence and quiet tension.",
+          "From the right side of the frame, the edge of a rich red robe reappears, followed by the man’s shoulder and the glint of gold embroidery. He steps forward steadily, his dark hair tied back, the corner of his tear-streaked face emerging into view as he returns from the shadows.",
+          "The man stands fully in frame once more, wearing the same intricately patterned red robe with gold thread and pink inner collar. His dark hair is neatly pulled back, tears still tracing his cheeks, and beside him, the woman rests her head on his shoulder, her golden hairpin with blue gems gleaming. They are still, rooted in the same moment of sorrow under the warm, fiery glow."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the red robe maintain the same hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the robe worn by the man in the video?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. Red",
+            "D. Yellow"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is there a tear visible on the man's face during the entire duration of the clip?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the background behind the man?",
+          "options": [
+            "A. Orange",
+            "B. Yellow",
+            "C. Red",
+            "D. Green"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression remain consistently sad or pained throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, a man and a woman, both appearing to be in their late twenties or early thirties. The man, positioned centrally, wears a richly embroidered red robe with gold patterns and a pink inner collar, suggesting traditional East Asian attire, possibly from a historical drama. His dark hair is styled neatly, pulled back from his face, and he has a somber expression with visible tears streaming down his cheeks. He gazes downward toward the woman beside him, whose head rests gently against his shoulder. She wears an ornate golden hairpin with blue gemstones, indicating a high social status. Her black hair is styled in an elaborate updo typical of ancient Chinese nobility. The background is a warm, blurred orange-red hue, likely representing a fiery scene or dramatic lighting, enhancing the emotional intensity. The lighting highlights the man’s face and the texture of their garments, emphasizing the intimacy and sorrow of the moment.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_61b0ad2b7871543b8529bfe4e9d62751",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_61b0ad2b7871543b8529bfe4e9d62751"
+  },
+  {
+    "instance_id": "mem_openhumanvid_d900fb214e8ef58e8218bb594fdf7028",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/d900fb214e8ef58e8218bb594fdf7028.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman with short, dark brown curly hair styled in a vintage fashion, adorned with a delicate hairpin, stands beside a man near a sunlit window. She wears a teal coat over a beige, red, and white striped scarf, pearl earring glinting, bold red lipstick accentuating her lips. The man, in a light gray cardigan over a cream vertically striped shirt, gazes downward as she looks toward him, their closeness suggesting quiet tension.",
+          "The woman begins to turn away, stepping forward toward the staircase behind them. Her teal coat sways slightly as she ascends, one foot rising onto the first step. Her profile remains visible, hair catching the light, while the man stays rooted, his expression unchanged, watching her move out of frame.",
+          "The staircase now empty, sunlight streams through the large window, illuminating the greenery outside. The space where they stood is still, quiet, only the faint echo of movement lingering. The room feels suspended—no figures, no motion, just stillness and natural light filling the interior.",
+          "From the top of the staircase, a figure descends slowly into view. First, the edge of a teal coat appears, then a glimpse of the striped scarf and curling dark hair. The woman’s silhouette grows clearer as she steps down, her presence returning gradually, the scene reawakening with her return.",
+          "The woman stands fully in frame, her appearance unchanged—short curly dark brown hair with a decorative hairpin, teal coat, striped scarf in beige, red, and white, pearl earring, bold red lipstick. She faces the man once more, still and composed, the moment restored exactly as it began."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hairstyle remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the man's outer garment?",
+          "options": [
+            "A. Blue",
+            "B. Gray",
+            "C. White",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman wearing the same earrings throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the man's shirt underneath the cardigan?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. White",
+            "D. Beige"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man maintain the same facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, a woman on the left and a man on the right, both appearing to be in their late 30s to early 40s. The woman has short, dark brown, curly hair styled in a vintage fashion with a decorative hairpin; she wears a teal coat over a striped scarf in beige, red, and white, paired with a pearl earring. Her makeup includes bold red lipstick. The man has short black hair, a neutral expression, and is dressed in a light gray cardigan over a cream-colored, vertically striped dress shirt. He appears slightly heavier set and stands close to the woman. They are positioned indoors near a large window with natural daylight illuminating the scene; greenery is visible outside. The woman looks toward the man, who gazes downward, suggesting a moment of contemplation or tension. No props are held, but their proximity indicates an intimate or serious interaction.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_d900fb214e8ef58e8218bb594fdf7028",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_d900fb214e8ef58e8218bb594fdf7028"
+  },
+  {
+    "instance_id": "mem_openhumanvid_4576a9b26e38a6e01d0ab43a2c804bd7",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/4576a9b26e38a6e01d0ab43a2c804bd7.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late twenties or early thirties sits upright inside a dimly lit vehicle, his short dark hair neatly styled and face clean-shaven. He wears a crisp white shirt beneath a dark jacket, with a large black over-ear headset around his neck, microphone angled toward his mouth. His gaze is fixed downward, focused intently on something out of frame, the ambient blue-gray light casting subtle shadows across his features.",
+          "The man shifts slightly, pushing himself up from the seat and turning toward the right side of the frame. His movements are deliberate and controlled as he rises, the headset remaining securely in place. Only his torso and shoulder remain visible as he steps forward, disappearing gradually behind the edge of the frame.",
+          "The interior of the vehicle remains in view—dashboard illuminated faintly, steering wheel centered, and a blurred figure in similar gear seated in the background. The circular transparent scope in the foreground glows softly under the low light, emphasizing the quiet tension of the scene. No movement, no presence—only stillness and anticipation.",
+          "From the left side of the frame, a dark silhouette emerges, stepping into view with measured precision. The edge of a dark jacket appears first, followed by the sleek outline of the headset and the top of a white shirt. The man continues to walk forward, his form becoming more defined as he re-enters the space.",
+          "The man stands fully within the frame, posture upright and expression focused, just as before. His short dark hair is unchanged, the white shirt crisp under the dark jacket, and the professional-grade headset rests firmly around his neck. He faces forward, motionless, the ambient blue-gray light highlighting every detail exactly as seen at the start."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hairstyle change from short black hair to a different style during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt visible under the jacket?",
+          "options": [
+            "A. Blue",
+            "B. White",
+            "C. Gray",
+            "D. Beige"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing the same orange-brown watch on his left wrist throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of headphones does the man have around his neck?",
+          "options": [
+            "A. In-ear",
+            "B. Over-ear",
+            "C. Bone conduction",
+            "D. Wireless"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression remain consistent while he is on the phone?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single male individual, appearing to be in his late twenties or early thirties, is seated inside a vehicle, likely a car or specialized vehicle given the visible steering wheel and dashboard elements. He has short, dark black hair styled neatly, with a clean-shaven face and a focused expression. He wears a white shirt underneath a dark jacket, though only the upper torso is visible. Around his neck is a large, black over-ear headset with a microphone extending toward his mouth, suggesting communication or monitoring activity. The headset appears professional-grade, possibly used for tactical or operational purposes. His posture is upright, leaning slightly forward as he looks downward, concentrating on something out of frame. The environment is dimly lit, with ambient blue-gray lighting indicating nighttime or low-light conditions. In the foreground, a circular transparent object—possibly a scope or part of equipment—is partially visible, adding to the technical atmosphere. The background is blurred but shows another person wearing similar gear, hinting at a team operation.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_4576a9b26e38a6e01d0ab43a2c804bd7",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_4576a9b26e38a6e01d0ab43a2c804bd7"
+  },
+  {
+    "instance_id": "mem_openhumanvid_7bda0fd8f6ce9ad0df725fb277d41615",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/7bda0fd8f6ce9ad0df725fb277d41615.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman with shoulder-length dark brown hair sits at a wooden kitchen table, wearing a gray long-sleeved V-neck sweater over a black undershirt and blue jeans. Her posture is relaxed yet expressive, hands gesturing mid-conversation. A white mug rests before her, and natural light bathes the room, highlighting white cabinets, a yellow teapot on the stove, and decorative plates on the wall.",
+          "The seated woman rises slowly from the chair, turning to her left as she begins walking out of frame. Her gray sweater sways gently with each step, and her dark hair falls loosely around her shoulders. The background remains still—only her movement draws focus as she exits toward the left edge of the frame.",
+          "The kitchen is now empty of the woman. Sunlight streams through large windows, illuminating the white cabinets, yellow teapot, and patterned plates. The white mug sits untouched on the table, and the younger woman in the pink shirt continues washing dishes at the sink, unaware of the absence.",
+          "A figure re-enters the frame from the right, stepping into view with steady purpose. The gray long-sleeved sweater and dark brown hair are visible first, followed by the blue jeans. She walks calmly toward the center, her presence returning gradually to the warm, sunlit kitchen space.",
+          "The woman stands fully in frame, centered at the table once more. Her shoulder-length dark brown hair frames her face, and she wears the same gray V-neck sweater over a black undershirt and blue jeans. The white mug remains untouched beside her. The kitchen glows with soft daylight, and she stands still, poised and present."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When the woman in the grey sweater stands up and turns away from the camera, does her long brown hair remain visible?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the jeans worn by the woman in the grey sweater?",
+          "options": [
+            "A. Black",
+            "B. Blue",
+            "C. Green",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the woman in the grey sweater still have the same long brown hair when she turns back to face the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What object is the woman in the grey sweater holding before she stands up?",
+          "options": [
+            "A. A book",
+            "B. A phone",
+            "C. A white mug",
+            "D. A remote control"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the woman in the grey sweater wearing the same grey sweater both before and after she stands up?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two women are present in a well-lit kitchen. The foreground woman, approximately 35–40 years old, has shoulder-length dark brown hair and is seated at a table, facing slightly to her right with an expressive gesture. She wears a gray long-sleeved V-neck sweater over a black undershirt and blue jeans. Her posture is relaxed yet animated, suggesting she is mid-conversation. In the background, a younger woman, likely in her late teens or early twenties, stands at the sink, wearing a pink button-up shirt and light beige pants. Her hair is pulled back in a ponytail. The kitchen features white cabinets, a yellow teapot on the stove, decorative plates on the wall, and natural light streaming through large windows. A white mug rests on the table near the seated woman, and various kitchen items like bottles and a cutting board are visible. The lighting is soft and warm, indicating daytime.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_7bda0fd8f6ce9ad0df725fb277d41615",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_7bda0fd8f6ce9ad0df725fb277d41615"
+  },
+  {
+    "instance_id": "mem_openhumanvid_742495876ba9f32bc0d45179f29107d6",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/742495876ba9f32bc0d45179f29107d6.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young adult male stands in sharp focus, his dark hair neatly tied into a topknot with two braided strands framing his face. He wears a cream tunic beneath a dark green scarf, layered under a grayish-black segmented armor vest with brown leather trim and cross-stitch patterns. A red outer garment drapes over one shoulder. His expression is intense, eyes fixed on the blurred figure before him.",
+          "The man begins to move forward, stepping slowly toward a massive stone pillar that looms in the foreground. His posture remains upright, arms at his sides, as he advances. The edge of his red cloak flutters slightly, revealing more of the armored vest as he moves closer to the occlusion.",
+          "The pillar now fully blocks the view. Only the dimly lit chamber remains visible—muted tones, soft shadows, and indistinct architectural details. The air feels still, the silence heavy. No trace of the man remains; the space behind the pillar is empty, the scene undisturbed.",
+          "From the other side of the pillar, a sliver of movement appears—a flash of red fabric followed by the edge of the grayish-black armor. The man emerges gradually, his braided hair catching the faint light as he steps into frame, half-hidden, still moving forward.",
+          "The man is now fully visible, standing in the same position as before. His dark hair is neatly tied in a topknot, braids framing his face. He wears the cream tunic, dark green scarf, segmented armor vest with leather trim, and red outer garment. His expression remains intense, gaze steady. He stands still, unchanged, anchoring the moment."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Is the man's hairstyle (dark hair tied in a topknot) consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main layer of armor visible on the man's chest?",
+          "options": [
+            "A. Green",
+            "B. Beige",
+            "C. Black",
+            "D. Red"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the man have a mustache in both the initial and final frames shown?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What material or texture appears to be underneath the man's armor?",
+          "options": [
+            "A. Red blanket",
+            "B. White fabric",
+            "C. Tatami mat",
+            "D. Leather"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the man lying down in the same position (on his back) in the final frame as he was in the initial frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, one in sharp focus and the other blurred in the foreground. The focused person appears to be a young adult male, likely in his late twenties, with a slim build and an intense, serious expression. He has dark, neatly styled hair tied into a topknot with two braided strands framing his face. He wears a layered outfit consisting of a cream-colored inner tunic, a dark green scarf or collar, and a grayish-black segmented armor vest with brown leather trim and cross-stitch patterns, suggesting historical or military attire. His red outer garment is partially visible. No accessories or jewelry are apparent. He stands upright, facing slightly left, gazing intently at the blurred figure. The blurred individual, possibly female, has long dark hair and wears a gray mask covering the lower half of their face. The background is dimly lit and indistinct, with muted tones and soft shadows, indicating an indoor setting, perhaps a chamber or hallway.",
+      "exit_plan": {
+        "exit": "steps behind a large foreground object (pillar, wall, or vehicle) blocking the view entirely",
+        "return": "emerges from the other side of the occluding object"
+      }
+    },
+    "task_id": "mem_openhumanvid_742495876ba9f32bc0d45179f29107d6",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_742495876ba9f32bc0d45179f29107d6"
+  },
+  {
+    "instance_id": "mem_openhumanvid_00f63be129cb6559870673df562fa626",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/00f63be129cb6559870673df562fa626.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A person stands in the storage area, wearing a navy-blue hoodie with white drawstrings, faded jeans, and worn black sneakers. Their dark hair falls loosely past their shoulders, partially obscuring one ear. They carry a red canvas tote bag slung over one shoulder, its strap slightly frayed. The scene is still, lit evenly by overhead fluorescent lights.",
+          "The person turns slowly to the left, stepping forward toward the corner where tile meets carpet. Their movements are deliberate, the tote bag swinging gently with each step. One foot crosses the threshold of the dark carpet as they begin to disappear behind the wooden shelf’s edge.",
+          "The storage area remains quiet and unchanged. The open box reveals stacked vinyl records labeled \"LETTER SIZE,\" while the pink object glows faintly in another container. The green bin sits motionless on the right, and the white tiles reflect the steady artificial light. No trace of the person remains.",
+          "From the same corner, a figure begins to reappear—first the tip of the navy-blue hoodie, then the edge of the red tote bag. The person emerges cautiously, one foot stepping onto the tile, their silhouette framed by the shadowed curve of the shelf.",
+          "The person stands fully in view again, exactly as before: navy-blue hoodie, white drawstrings, faded jeans, black sneakers, dark hair falling past the shoulders, red tote bag over one shoulder. They pause, motionless, facing forward, the scene identical to the first moment."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's facial expression remain neutral when he turns to face the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the tie worn by the man in the black suit?",
+          "options": [
+            "A. Blue",
+            "B. Yellow",
+            "C. Brown",
+            "D. Green"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman wearing white gloves visible throughout the video after she first appears?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of container does the woman carry in her hands?",
+          "options": [
+            "A. Plastic bag",
+            "B. Wooden box",
+            "C. Metal briefcase",
+            "D. Paper bag"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man’s hairstyle change from short brown hair to any other style during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "There are no people visible in this frame. The image shows a close-up view of a storage area with several dark wooden boxes on a white tiled floor. One box is open, revealing stacked vinyl records and labeled \"LETTER SIZE.\" A pink object, possibly a toy or electronic device, is partially visible in another box. The background includes a section of dark carpet adjacent to the tile, a portion of a wooden cabinet or shelf, and what appears to be a green trash can or bin on the right edge. The lighting is even and artificial, typical of indoor commercial or institutional spaces. No individuals, clothing, accessories, hair, or physical features are present or discernible in this scene.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_00f63be129cb6559870673df562fa626",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_00f63be129cb6559870673df562fa626"
+  },
+  {
+    "instance_id": "mem_openhumanvid_448c238250b5172276cf17c2af1100d9",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/448c238250b5172276cf17c2af1100d9.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman stands centered in the frame, wearing a tailored navy-blue wool coat with gold buttons, black leather gloves, and knee-high brown boots. Her shoulder-length dark hair is swept back by a soft breeze, and she wears round silver-rimmed glasses. She holds a vintage leather satchel over her left shoulder, its strap slung diagonally across her torso. The Shanghai skyline looms behind her, muted under an overcast sky.",
+          "She turns slowly to her left, stepping forward with deliberate grace. Her coat flares slightly as she moves, the satchel swaying with her stride. Her boots click softly on the stone pavement. As she walks, her figure begins to fade from view, only her right arm and part of her coat remaining visible at the edge of the frame.",
+          "The frame now shows only the expansive cityscape—tall glass towers reflecting gray clouds, the Huangpu River winding through the foreground with slow-moving boats. Green trees line the riverbanks, and distant cranes rise above construction sites. The air feels still, heavy with quiet anticipation.",
+          "From the right edge of the frame, a glimpse of navy-blue fabric appears—a corner of the coat—and then the woman’s boot steps into view. She re-enters steadily, the satchel swinging gently at her side. Her silhouette grows clearer as she advances, her glasses catching faint light from the overcast sky.",
+          "She stands fully in frame once more, centered and still. Her navy-blue wool coat, black gloves, and brown boots are exactly as before. Her dark hair remains neatly styled, and the silver-rimmed glasses rest on her face. The vintage satchel hangs over her shoulder. The city behind her is unchanged, the moment frozen in time."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the person in the video have short black hair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by the main person in the video?",
+          "options": [
+            "A. Light Blue",
+            "B. Dark Gray",
+            "C. White",
+            "D. Black"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the person wearing any visible accessories such as a watch, glasses, or a bag?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the person doing while standing by the window?",
+          "options": [
+            "A. Leaning forward to look down",
+            "B. Resting hands on the window frame",
+            "C. Walking away from the window",
+            "D. Facing the camera"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the person's hairstyle change at any point during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "There are no people visible in this image. The frame captures a wide-angle view of the Shanghai skyline, featuring prominent skyscrapers such as the Oriental Pearl Tower and the Shanghai Tower, with the Huangpu River flowing in the foreground. The scene is overcast, with diffused lighting due to cloudy weather, lending a muted tone to the cityscape. Buildings vary in architectural style and height, including modern glass towers and lower commercial structures. Greenery lines the riverbanks, and a few boats are visible on the water. No individuals, clothing, accessories, or physical features can be observed, as the focus is entirely on the urban landscape. The camera appears positioned at a high vantage point, offering a panoramic perspective of the city center from across the river.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_448c238250b5172276cf17c2af1100d9",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_448c238250b5172276cf17c2af1100d9"
+  },
+  {
+    "instance_id": "mem_openhumanvid_18cefc3b61eb7b21a6f8c74a319d2eb0",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/18cefc3b61eb7b21a6f8c74a319d2eb0.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late 50s stands at the center of a stone courtyard, wearing a tailored black suit with a high-collared shirt and dark tie. Over it, he dons an ornate gold-trimmed ceremonial coat, holding a polished wooden walking cane. His graying hair is neatly combed, and he wears a black bowler hat slightly tilted forward. The group around him is dressed in formal black attire, standing solemnly before a classical beige building under overcast skies.",
+          "The man begins to walk slowly toward a wide stone staircase ascending behind the group. He moves with deliberate steps, cane tapping gently on the pavement. His gold-trimmed coat sways slightly as he ascends, and only his lower torso and legs remain visible as he climbs higher into the frame’s upper edge.",
+          "The staircase now stands empty, its worn stone steps leading upward into the gray sky. The courtyard remains still, with the others in black attire continuing their quiet conversations. The classical columns and large windows of the building stand tall, bathed in soft, diffused light. No trace of the man remains.",
+          "From the top of the frame, a figure descends the same stone staircase. Only the lower half of the man appears—his black trousers, polished boots, and the tip of his cane visible as he carefully steps down. The gold trim of his coat glints faintly as he approaches the courtyard floor.",
+          "The man is now fully back in frame, standing where he began. He wears the same ornate gold-trimmed ceremonial coat, black bowler hat, high-collared shirt, and dark tie. His graying hair is neatly styled, and he holds his walking cane firmly. The surrounding group remains unchanged, and he stands still, centered and composed."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When the woman turns her back to the camera, does her dark hair remain styled in an updo?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main dress worn by the woman in the video?",
+          "options": [
+            "A. Red",
+            "B. White",
+            "C. Black",
+            "D. Gray"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the woman's black veil remain in place when she turns around to face the camera again?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What accessory is visible on the woman's left hand as she clasps her hands in front?",
+          "options": [
+            "A. A ring",
+            "B. A bracelet",
+            "C. A watch",
+            "D. Nothing"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the woman's standing posture consistent before and after turning around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The scene features approximately twelve individuals, mostly men and a few women, appearing to be in their late 40s to early 70s. They are dressed in formal black attire, including long overcoats, tailored suits, and high-collared shirts with dark ties. Most wear black bowler hats or wide-brimmed top hats, with one man in the center wearing an ornate gold-trimmed ceremonial coat and holding a walking cane. Several women wear modest black dresses with collars, and one wears glasses. Hair is mostly short, dark, or graying, styled conservatively; one woman has her hair pulled back into a bun. All individuals stand on a stone courtyard in front of a classical beige building with large windows and columns. The lighting is natural and diffused, suggesting an overcast day. People are positioned in small clusters, facing each other in conversation, with some turned toward the camera and others with backs visible.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_18cefc3b61eb7b21a6f8c74a319d2eb0",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_18cefc3b61eb7b21a6f8c74a319d2eb0"
+  },
+  {
+    "instance_id": "mem_openhumanvid_5ed1a592711f34644eafbea26c90c438",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/5ed1a592711f34644eafbea26c90c438.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late 50s to early 60s stands slightly off-center, facing right with a serious, contemplative expression. He has short, dark hair graying at the temples, neatly combed back, and a thin mustache. Dressed in a dark, high-collared traditional garment made of thick wool or cotton, he is illuminated by soft, warm light from a blurred candle or lantern behind him, casting deep shadows across his weathered face.",
+          "The man begins to walk steadily toward the right side of the frame, his movements deliberate and unhurried. His dark garment sways slightly with each step, and only his upper body remains visible as he moves out of view, the dimly lit wooden background softly glowing around him.",
+          "The frame is now empty—no trace of the man remains. Only the blurred, warm glow of the candlelight lingers, illuminating the wooden beams and indistinct shapes of an old interior space. Shadows stretch quietly across the floor, and the stillness fills the room with a sense of anticipation.",
+          "From the left edge of the frame, the man slowly re-enters, emerging into view. His dark, high-collared garment appears first, followed by the side of his face, still marked by subtle lines and a furrowed brow. The warm light catches the gray at his temples as he steps forward, steady and composed.",
+          "The man is fully back in frame, standing slightly off-center, facing right with his head turned toward the camera. His short, dark hair with gray temples, thin mustache, and dark traditional garment are unchanged—every detail matches exactly as before. He stands still, solemn and present, under the soft glow of the candlelight."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the video have the same mustache throughout the entire clip?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the man's hair?",
+          "options": [
+            "A. Black",
+            "B. Gray",
+            "C. Brown",
+            "D. Red"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing the same shirt/jacket in every frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What emotion does the man appear to be expressing as the video progresses?",
+          "options": [
+            "A. Happiness",
+            "B. Anger",
+            "C. Sadness",
+            "D. Indifference"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features one adult male, approximately in his late 50s to early 60s, with a weathered complexion and visible facial lines, suggesting maturity and experience. He has short, dark hair with subtle graying at the temples, neatly combed back, and a thin mustache above his upper lip. His expression is serious and contemplative, with slightly furrowed brows. He wears a dark, possibly brown or black, traditional-style garment with a high collar, likely made of thick fabric such as wool or cotton, indicating a historical or period setting. No accessories or jewelry are visible. He is positioned slightly off-center in the frame, facing toward the right side of the image, with his head turned slightly toward the camera. The background is dimly lit, blurred, and appears to be an indoor space with wooden elements and a warm, glowing light source—possibly a candle or lantern—creating a soft bokeh effect. The lighting emphasizes his face while casting shadows, adding depth and drama to the scene.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_5ed1a592711f34644eafbea26c90c438",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_5ed1a592711f34644eafbea26c90c438"
+  }
+]
\ No newline at end of file
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new file mode 100644
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--- /dev/null
+++ b/MBench-V/longcat/videos/a00000_00698_camera.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2c0185ac91fe5c8ad32eb2d60a3cf462c8eff271a6126b30f804fbc9dea04a47
+size 3122204
diff --git a/MBench-V/longcat/videos/a00000_00698_occlusion.mp4 b/MBench-V/longcat/videos/a00000_00698_occlusion.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..18dfb03c18e5ba48f1e28752ea7bbba83e114270
--- /dev/null
+++ b/MBench-V/longcat/videos/a00000_00698_occlusion.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:977690d6d42181fa6f8c7ac63d0ac29565af77a6042072dfe30ec23f869e3771
+size 2862902
diff --git a/MBench-V/longcat/videos/a00027_00216_camera.mp4 b/MBench-V/longcat/videos/a00027_00216_camera.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..4b5e910f59552cf16aea9071f04f63d8444c653d
--- /dev/null
+++ b/MBench-V/longcat/videos/a00027_00216_camera.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f31136adb3c8121598337fe05f378ba8f59854cbda84713a36d4faf359951201
+size 7723703
diff --git a/MBench-V/longcat/videos/a00027_00216_dimming.mp4 b/MBench-V/longcat/videos/a00027_00216_dimming.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..77896fac86dc60c7e9382cdb81e9116778386609
--- /dev/null
+++ b/MBench-V/longcat/videos/a00027_00216_dimming.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a9dd51f1d6e23a98538c63807b44f20a2e8b556f3e3739627deec16d4a7cf3cf
+size 6457715
diff --git a/MBench-V/longcat/videos/a00027_00216_occlusion.mp4 b/MBench-V/longcat/videos/a00027_00216_occlusion.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..4490ed7b6dd4a27096c9684e0962db07825b90f9
--- /dev/null
+++ b/MBench-V/longcat/videos/a00027_00216_occlusion.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b2f04b468fa1c5958071b22a004973057a7bffdc307dc1475b63f6fd0959f392
+size 2577037
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+[
+  {
+    "task_id": "mem_dl3dv_40ad4e9eb1e46501d03cdcbbe29dabbef4b908b2f5ea97f347664a6246cc1c18",
+    "instance_id": "mem_dl3dv_40ad4e9eb1e46501d03cdcbbe29dabbef4b908b2f5ea97f347664a6246cc1c18",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_40ad4e9eb1e46501d03cdcbbe29dabbef4b908b2f5ea97f347664a6246cc1c18.mp4",
+      "total_frames": 404,
+      "fps": 15.0,
+      "duration_sec": 26.93,
+      "reference_image_path": "inference_img/mem_dl3dv_40ad4e9eb1e46501d03cdcbbe29dabbef4b908b2f5ea97f347664a6246cc1c18_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, slow-rotating shot of a cozy living room centered on a black office chair with a decorative patterned pillow resting on its back. The carpeted floor is light beige and covers the entire room. A yellow leather sofa wraps around the space, adorned with a patterned throw blanket and matching pillows. On the wall behind the sofa, multiple framed pictures are mounted in an artistic arrangement. To the left, a large flat-screen TV displays a vibrant cityscape, mounted on a sleek black TV stand; the lower portion of this stand is visible with a white circular object (possibly a speaker or decor) placed beside it. A tall floor lamp stands near the sofa, casting soft ambient light. As the camera rotates clockwise, a red gaming chair appears briefly in the background near the TV area. The central black office chair remains the focal point throughout, with its mesh back, armrests, and five-point caster base clearly visible. The camera continues to circle, capturing different angles: from the front showing the full view of the chair with pillow, to low-angle shots emphasizing the base of the office chair with casters, then tilting up to reveal the intricate floral patterns on the pillow and the surrounding environment. The movement is smooth and deliberate, ensuring all mandatory landmarks — including the wall-mounted framed pictures, the TV on black stand, the floor lamp near sofa, the patterned throw blanket on sofa, the red gaming chair, and the base of the office chair with casters — are captured in context. Finally, the camera completes its rotation and ends with a slightly elevated frontal view of the chair, reinforcing the symmetry and layout of the room."
+        ],
+        "level_2": [
+          "The video begins with a wide, rotating shot of a well-lit living room centered on a black office chair draped with a decorative patterned pillow. The carpeted floor is beige and extends across the entire space. In the background, a curved yellow leather sofa is visible, covered partially by a patterned throw blanket and accented with coordinating pillows. Above the sofa, multiple framed pictures hang on the wall in a curated display. To the left, a large TV on a black stand shows a dynamic cityscape; the lower portion of the TV stand is visible, with a white circular object resting beside it. A tall floor lamp stands near the sofa, contributing to the ambient lighting. The camera slowly rotates clockwise, keeping the central black office chair as the main subject while revealing glimpses of a red gaming chair positioned near the TV area. The full view of the chair with pillow is maintained as the camera circles, establishing spatial relationships between furniture and décor.",
+          "Continuing from the initial rotation, the camera moves closer to the black office chair, focusing on its ergonomic design — mesh back, padded armrests, and adjustable height lever. The patterned pillow features colorful floral motifs and rests securely against the chair’s backrest. The camera pans downward to highlight the base of the office chair with its five black casters rolling smoothly over the carpeted floor. As the rotation proceeds, the yellow leather sofa reappears, now viewed from the side, emphasizing the throw blanket’s leafy pattern and the plushness of the cushions. The wall-mounted framed pictures remain visible in the background, adding texture and personality to the space. The TV continues to display the cityscape, and the black TV stand anchors the entertainment zone. The red gaming chair is briefly seen again, contrasting with the more formal office chair. The camera maintains a steady, fluid motion, ensuring each element remains visually connected and coherent.",
+          "Finally, the camera completes its 360-degree rotation, returning to a frontal perspective of the central black office chair with the patterned pillow. It then tilts down for a close-up of the chair’s base and casters, before rising again to capture the full view of the chair and its surroundings. The yellow leather sofa, patterned throw blanket, wall-mounted framed pictures, and floor lamp near the sofa are all reintegrated into the frame, reinforcing the room’s cohesive aesthetic. The TV on the black stand continues to show the cityscape, and the lower portion of the stand remains visible with the white circular object still in place. The red gaming chair makes one last appearance in the background, subtly balancing the room’s functional zones. The video ends with a slight upward tilt, framing the chair’s backrest and pillow against the backdrop of the living room, leaving a lasting impression of comfort, style, and thoughtful arrangement."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a wide-angle shot of a living room centered on a black office chair with a patterned pillow. The beige carpet covers the floor. Behind the chair, a yellow leather sofa is visible with a patterned throw blanket and matching pillows. Wall-mounted framed pictures decorate the wall above the sofa. To the left, a TV on a black stand displays a cityscape; the lower portion of the stand and a white circular object beside it are visible. A floor lamp stands near the sofa. The camera begins a slow clockwise rotation, maintaining focus on the central chair.",
+          "20-40%: As the rotation continues, the camera reveals more of the yellow leather sofa and the leafy design of the throw blanket. The red gaming chair becomes visible in the background near the TV area. The camera angle shifts slightly lower, offering a clearer view of the base of the office chair with its five black casters on the carpet. The patterned pillow’s vibrant floral motifs remain prominent. The wall-mounted framed pictures and TV displaying the cityscape stay in context as the smooth clockwise motion proceeds.",
+          "40-60%: The camera now views the scene from the side, capturing the full black office chair with the pillow, the curved yellow leather sofa with plush cushions and throw blanket, and the warm glow of the floor lamp. The TV on the black stand remains anchored in the entertainment zone. The camera tilts downward to focus on the chair’s base and casters rolling over the carpet, with the mesh back and armrests visible above. The red gaming chair is briefly prominent before the rotation continues steadily.",
+          "60-80%: The camera rises again, framing the upper portion of the black office chair and highlighting the detailed floral patterns on the pillow. The TV on the black stand, still showing the cityscape, reappears to the left, along with the lower portion of the stand and the white circular object. The red gaming chair reenters the background momentarily. The rotation brings the camera back toward the front of the room, capturing the central chair from a slightly elevated angle, with the yellow sofa, throw blanket, framed pictures, and floor lamp all reintegrated into the composition.",
+          "80-100%: Finally, the camera completes its rotation, ending with a frontal view of the black office chair with the patterned pillow. It tilts down briefly to emphasize the base and casters, then rises to frame the chair’s backrest against the backdrop of the living room. All key elements—the yellow leather sofa, patterned throw blanket, wall-mounted framed pictures, floor lamp, TV on black stand with white circular object, and red gaming chair—are integrated into the final shot, creating a harmonious and complete visual summary of the space."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a wide-angle shot of a living room centered on a black office chair with a patterned pillow. The carpeted floor is beige. Behind the chair, a yellow leather sofa is visible with a patterned throw blanket. Wall-mounted framed pictures decorate the wall above the sofa. To the left, a TV on a black stand displays a cityscape. A floor lamp stands near the sofa. The camera begins a slow clockwise rotation.",
+          "Part 2/8: Continuing the rotation, the camera reveals more of the yellow leather sofa and the throw blanket’s leafy design. The TV on the black stand remains in view, showing the cityscape. The lower portion of the TV stand is visible, including a white circular object beside it. The black office chair with the patterned pillow stays centered as the camera moves, maintaining focus on its structure and position.",
+          "Part 3/8: The camera angle shifts slightly lower, offering a clearer view of the base of the office chair with its five black casters on the carpeted floor. The red gaming chair becomes visible in the background near the TV area. The wall-mounted framed pictures are still present above the sofa. The patterned pillow on the office chair features vibrant floral designs. The camera continues its smooth clockwise motion.",
+          "Part 4/8: Now viewing the scene from the side, the camera captures the full view of the black office chair with the pillow. The yellow leather sofa curves into the frame, displaying its plush cushions and throw blanket. The floor lamp near the sofa casts a warm glow. The TV continues to display the cityscape, anchored by the black TV stand. The red gaming chair is momentarily prominent before the camera rotates further.",
+          "Part 5/8: The camera tilts downward, focusing on the base of the office chair and its casters rolling over the beige carpet. The black mesh back and armrests of the chair are visible above. The patterned pillow remains securely in place. The yellow leather sofa and wall-mounted framed pictures are still in the background, though partially obscured by the chair’s structure. The rotation continues steadily.",
+          "Part 6/8: As the camera rises again, it frames the upper portion of the black office chair, highlighting the detailed floral patterns on the pillow. The TV on the black stand is visible to the left, still displaying the cityscape. The lower portion of the TV stand and the white circular object beside it come into view once more. The red gaming chair reappears briefly in the background. The camera maintains its clockwise path.",
+          "Part 7/8: The rotation brings the camera back toward the front of the room, capturing the central black office chair from a slightly elevated angle. The yellow leather sofa, patterned throw blanket, and wall-mounted framed pictures are all visible again. The floor lamp near the sofa adds depth to the composition. The TV continues to play the cityscape, and the black TV stand grounds the visual field. The camera movement remains fluid and continuous.",
+          "Part 8/8: Finally, the camera completes its rotation, ending with a frontal view of the black office chair with the patterned pillow. It tilts down briefly to emphasize the base and casters, then rises to frame the chair’s backrest against the backdrop of the living room. The yellow leather sofa, throw blanket, framed pictures, floor lamp, TV on black stand, and red gaming chair are all integrated into the final shot, creating a harmonious and complete visual summary of the space."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the yellow leather sofa visible to the right of the black office chair when the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "ad76315256f4d73709990b57358ae68fdfac7612a352a0f2463e0827be196e91_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "After tilting down to the chair’s base, does the camera return to show the full chair with the decorative pillow?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "ad76315256f4d73709990b57358ae68fdfac7612a352a0f2463e0827be196e91_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "As the camera moves around the room, is the floor lamp consistently visible near the yellow sofa?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "ad76315256f4d73709990b57358ae68fdfac7612a352a0f2463e0827be196e91_2_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the black office chair remain the same object throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:56:48.740194"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "Which object remains the focal point throughout the entire video?",
+          "options": [
+            "A. Yellow leather sofa",
+            "B. Red gaming chair",
+            "C. Black office chair",
+            "D. TV on black stand"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:56:48.740232"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Is the five-point caster base of the office chair visible and consistent in multiple segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:56:48.740244"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "What part of the chair is emphasized in the downward tilt shot?",
+          "options": [
+            "A. Mesh back",
+            "B. Armrests",
+            "C. Base and casters",
+            "D. Pillow design"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:56:48.740251"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are the floral patterns on the pillow described consistently across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:56:48.740258"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the video end with a frontal view of the office chair similar to the opening shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:56:48.740266"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the camera tilt down and then rise again during the rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:56:48.740274"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which background element is visible in both Segment 1 and Segment 7?",
+          "options": [
+            "A. Red gaming chair",
+            "B. Floor lamp near sofa",
+            "C. White circular object",
+            "D. Patterned throw blanket"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:56:48.740283"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_40ad4e9eb1e46501d03cdcbbe29dabbef4b908b2f5ea97f347664a6246cc1c18"
+  },
+  {
+    "task_id": "mem_dl3dv_873c89398b526c56b09d5bc6ca701a2ed2d7a3785f2fd546f30ee4adcc5c4c2f",
+    "instance_id": "mem_dl3dv_873c89398b526c56b09d5bc6ca701a2ed2d7a3785f2fd546f30ee4adcc5c4c2f",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_873c89398b526c56b09d5bc6ca701a2ed2d7a3785f2fd546f30ee4adcc5c4c2f.mp4",
+      "total_frames": 383,
+      "fps": 15.0,
+      "duration_sec": 25.53,
+      "reference_image_path": "inference_img/mem_dl3dv_873c89398b526c56b09d5bc6ca701a2ed2d7a3785f2fd546f30ee4adcc5c4c2f_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of a brightly lit furniture showroom featuring multiple bedroom sets. The camera slowly pans right, revealing a central white dresser with an arched mirror on top, flanked by two matching white table lamps with textured bases and white drum shades. Reflected beds and lamps are visible in the mirror’s surface, including a bed with a tufted headboard and blue painted walls in the background. Overhead fluorescent lighting illuminates the entire space, casting soft shadows. As the camera moves closer to the dresser, it circles around its right side, highlighting ornate drawer pulls and paneling details. Continuing from this angle, the camera tilts upward to focus on the lamps and mirror frame, then pans left to reveal another white dresser with identical lamps and mirror setup. In the reflection, a bed with a tufted headboard and blue wall is again visible. The camera then pulls back slightly and tracks leftward, showing the full length of the aisle with multiple beds and dressers arranged symmetrically under the same overhead fluorescent lighting. Finally, the camera zooms in again on the original dresser, focusing on the texture of the lamp bases and the mirrored reflections before pulling out to a medium shot that captures the entire display ensemble, including the blue painted walls in the background and reflected beds and lamps."
+        ],
+        "level_2": [
+          "The video opens with a wide shot of a well-lit furniture store displaying multiple bedroom sets. The camera pans right to focus on a white dresser with an arched mirror and two white table lamps on top. Reflected beds and lamps appear clearly in the mirror, including a bed with a tufted headboard and blue painted walls behind it. Overhead fluorescent lighting evenly illuminates the scene as the camera begins circling the dresser’s right side, emphasizing its ornate handles and paneling.",
+          "Continuing from the previous segment, the camera tilts up to highlight the lamp bases and mirror frame, then pans left to show a second identical white dresser with two lamps and a mirror. Reflections in this mirror also reveal a bed with a tufted headboard and blue painted walls. The camera then pulls back slightly and begins tracking left along the aisle, revealing more beds and dressers under consistent overhead fluorescent lighting, maintaining visual continuity with the first segment.",
+          "Finally, the camera zooms back in on the original white dresser, focusing on the textured lamp bases and mirrored reflections of surrounding beds and lamps. It then pulls out to a medium shot that encompasses the entire display area, including the blue painted walls in the background, the symmetrical arrangement of bedroom sets, and the bright overhead fluorescent lighting, concluding the full sequence with a comprehensive view of the showroom."
+        ],
+        "level_3": [
+          "0-20%: The video starts with a wide-angle shot of a brightly lit furniture showroom under overhead fluorescent lighting, featuring multiple bedroom sets arranged along aisles. The camera begins panning right toward a central white dresser with an arched mirror and two white table lamps on top; reflected beds and lamps—including a bed with a tufted headboard and blue painted walls—are visible in the mirror’s surface.",
+          "20-40%: The camera continues its slow pan right, fully framing the white dresser with mirror and lamps, then begins a gentle circular movement around its right side. As it circles, the ornate drawer pulls, paneling details, and textured lamp bases become more visible. The camera tilts upward slightly to emphasize the curvature of the mirror frame and lamp bases, while reflections of the tufted headboard bed and blue walls remain consistently visible in the mirror.",
+          "40-60%: After completing the circle around the first dresser, the camera pans left to reveal a second identical white dresser with two matching lamps and an arched mirror. Reflections in this mirror again show the bed with a tufted headboard and blue painted walls, reinforcing symmetry. The camera holds this composition briefly before pulling back slightly and beginning a leftward track along the main aisle, revealing additional coordinated bedroom sets under consistent overhead fluorescent lighting.",
+          "60-80%: Continuing its leftward tracking, the camera reveals the full length of the showroom aisle, showing multiple beds with tufted headboards positioned against blue painted walls, and evenly spaced white dressers with mirrors and lamps. Their reflections capture surrounding displays, and the uniform overhead fluorescent lighting ensures clarity and brightness across all surfaces. The camera then slows and begins zooming back in on the original white dresser, focusing on the textured lamp bases and the sharp clarity of the mirror’s reflection—again showing the tufted bed and blue walls.",
+          "80-100%: The camera pulls out to a medium shot encompassing the original dresser, its arched mirror, and both lamps. The reflection still includes the bed with the tufted headboard and blue painted walls. The broader showroom context is now fully visible: symmetrical arrangements of bedroom sets, multiple beds, consistent overhead fluorescent lighting, and blue painted walls in the background, concluding the video with a balanced, comprehensive view of the entire display ensemble."
+        ],
+        "level_4": [
+          "The video starts with a wide-angle shot of a furniture showroom under bright overhead fluorescent lighting. Multiple beds and dressers are arranged along aisles. The camera begins panning right toward a central white dresser with an arched mirror and two white table lamps. Reflected beds and lamps are visible in the mirror, including a bed with a tufted headboard and blue painted walls in the background.",
+          "The camera continues its slow pan right, now fully framing the white dresser with mirror and lamps. The reflection shows more detail: the tufted headboard bed, blue painted walls, and additional lamps. The dresser’s ornate drawer pulls and paneling become more visible as the camera begins a gentle circular movement around its right side.",
+          "As the camera circles the right side of the white dresser, it tilts slightly upward to emphasize the texture of the lamp bases and the curvature of the mirror frame. The reflected beds and lamps remain visible, reinforcing the depth of the showroom. Blue painted walls continue to appear in the mirror’s reflection, and overhead fluorescent lighting casts even illumination across all surfaces.",
+          "The camera completes its circle around the dresser and begins panning left, revealing a second identical white dresser with two lamps and a mirror. The reflection in this mirror again includes a bed with a tufted headboard and blue painted walls. The camera holds this composition briefly, showcasing symmetry between the two displays under the same overhead fluorescent lighting.",
+          "The camera pulls back slightly from the second dresser and begins tracking left along the main aisle. More bedroom sets come into view, including beds with tufted headboards and matching dressers. The blue painted walls line the back of the showroom, and overhead fluorescent lighting remains consistent, illuminating the entire space uniformly.",
+          "Continuing its leftward track, the camera reveals the full length of the showroom aisle, showing multiple coordinated bedroom sets. Beds with tufted headboards are positioned against blue painted walls. White dressers with mirrors and lamps are spaced evenly, their reflections capturing the surrounding environment. Overhead fluorescent lighting ensures clarity and brightness throughout.",
+          "The camera slows its movement and begins zooming back in on the original white dresser with mirror and lamps. Focus shifts to the textured bases of the lamps and the clarity of the mirror’s reflection, which once again shows the bed with a tufted headboard and blue painted walls. The overhead fluorescent lighting highlights every detail without creating glare.",
+          "Finally, the camera pulls out to a medium shot encompassing the original dresser, its mirror, and both lamps. The reflection still includes the bed with the tufted headboard and blue painted walls. The broader context of the showroom is visible — symmetrical arrangements, multiple beds, and consistent overhead fluorescent lighting — concluding the video with a balanced, comprehensive view of the entire display."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Does the mirror reflect other beds and lamps in the store during the video?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory",
+          "question_id": "e2d2d41584ebc480eb6ae2f9dba47d4ac4bd21d4c23af1f893add12ee8bdb5db_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Is the blue wall visible in the mirror’s reflection at any point?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory",
+          "question_id": "e2d2d41584ebc480eb6ae2f9dba47d4ac4bd21d4c23af1f893add12ee8bdb5db_0_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the original white dresser retain its identity when the camera returns to it in later segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917226"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which object must maintain consistent identity across multiple camera views in the video?",
+          "options": [
+            "A. The blue painted wall",
+            "B. The tufted headboard bed",
+            "C. The original white dresser with mirror",
+            "D. The overhead fluorescent lighting"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917265"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are the textured lamp bases described consistently across multiple camera movements?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917278"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "Which detail is explicitly emphasized for consistency across camera angles?",
+          "options": [
+            "A. Color of the walls",
+            "B. Shape of the mirror",
+            "C. Texture of the lamp bases",
+            "D. Position of the beds"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917287"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Do both mirrors reflect the same bed with a tufted headboard and blue walls?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917295"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What must be consistent between the two mirrors’ reflections?",
+          "options": [
+            "A. Only the color of the walls",
+            "B. The bed and wall details",
+            "C. The number of lamps",
+            "D. The lighting intensity"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917301"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the camera move away from and return to the original dresser?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917308"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "Which camera motion pattern involves returning to a previously visited location?",
+          "options": [
+            "A. Panning right",
+            "B. Tilting up",
+            "C. Tracking left and returning",
+            "D. Zooming in"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917314"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Is the blue painted wall visible in the background when the camera pulls back in later segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917322"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "Which background element must remain consistent when the camera reveals more of the showroom?",
+          "options": [
+            "A. The ceiling lights",
+            "B. The blue painted walls",
+            "C. The floor material",
+            "D. The lamp shades"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917328"
+        },
+        {
+          "question": "Does the mirror reflect other beds and lamps in the store during the video?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory",
+          "question_id": "13",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Is the blue wall visible in the mirror’s reflection at any point?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory",
+          "question_id": "14",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the original white dresser retain its identity when the camera returns to it in later segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917226"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "Which object must maintain consistent identity across multiple camera views in the video?",
+          "options": [
+            "A. The blue painted wall",
+            "B. The tufted headboard bed",
+            "C. The original white dresser with mirror",
+            "D. The overhead fluorescent lighting"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917265"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Are the textured lamp bases described consistently across multiple camera movements?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917278"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "Which detail is explicitly emphasized for consistency across camera angles?",
+          "options": [
+            "A. Color of the walls",
+            "B. Shape of the mirror",
+            "C. Texture of the lamp bases",
+            "D. Position of the beds"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917287"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Do both mirrors reflect the same bed with a tufted headboard and blue walls?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917295"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "What must be consistent between the two mirrors’ reflections?",
+          "options": [
+            "A. Only the color of the walls",
+            "B. The bed and wall details",
+            "C. The number of lamps",
+            "D. The lighting intensity"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917301"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the camera move away from and return to the original dresser?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917308"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which camera motion pattern involves returning to a previously visited location?",
+          "options": [
+            "A. Panning right",
+            "B. Tilting up",
+            "C. Tracking left and returning",
+            "D. Zooming in"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917314"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Is the blue painted wall visible in the background when the camera pulls back in later segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917322"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "Which background element must remain consistent when the camera reveals more of the showroom?",
+          "options": [
+            "A. The ceiling lights",
+            "B. The blue painted walls",
+            "C. The floor material",
+            "D. The lamp shades"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917328"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Does the mirror on the first white dresser reflect a bed with a tufted headboard and blue painted walls?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt explicitly states that the reflection includes a bed with a tufted headboard and blue painted walls, confirming content consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224620"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "Which of the following objects are correctly reflected in the mirror on the central dresser?",
+          "options": [
+            "A. A bed with a tufted headboard and blue walls",
+            "B. A red armchair and wooden floor",
+            "C. A chandelier and green walls",
+            "D. A bookshelf and white ceiling"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt specifies that the reflection shows a bed with a tufted headboard and blue painted walls, making option A correct.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224659"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "Are the two table lamps visible in the mirror’s reflection when the camera is focused on the first dresser?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt mentions 'reflected beds and lamps' in the mirror, indicating that the lamps are part of the reflection content.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224669"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "multiple_choice",
+          "question": "What should be visible in the mirror reflection when the camera is circling the right side of the dresser?",
+          "options": [
+            "A. The back of the dresser and a wall",
+            "B. A bed with a tufted headboard and blue walls",
+            "C. The camera operator",
+            "D. A window with daylight"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt confirms that the reflection consistently includes the bed with a tufted headboard and blue walls throughout the sequence, even during movement around the dresser.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224676"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "binary",
+          "question": "Does the mirror reflect overhead fluorescent lighting as part of the scene?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Although not directly stated, the presence of soft shadows and even illumination suggests the light sources are visible in reflections; the prompt implies consistent lighting across all views, including reflections.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224683"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "When the camera returns to the original dresser at the end of the video, does the mirror still reflect the same bed with a tufted headboard and blue walls?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The final segment reiterates that the reflection again shows the bed with a tufted headboard and blue walls, demonstrating temporal consistency across the entire video.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224692"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "How does the mirror reflection change between Segment 1 and Segment 4?",
+          "options": [
+            "A. It changes from showing a bed to showing a sofa",
+            "B. It remains consistent, showing the same bed and blue walls",
+            "C. It disappears entirely",
+            "D. It reflects the second dresser instead"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Both Segment 1 and Segment 4 describe the mirror reflecting a bed with a tufted headboard and blue walls, indicating no change in reflected content over time.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224699"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Is the reflection in the second dresser's mirror identical in content to the first dresser's mirror?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt states both mirrors show the same bed with a tufted headboard and blue walls, indicating temporal and environmental consistency across similar setups.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224705"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "multiple_choice",
+          "question": "In which segments is the mirror reflection of the tufted headboard bed clearly described?",
+          "options": [
+            "A. Segments 1, 3, 7",
+            "B. Segments 2, 4, 6",
+            "C. Segments 1, 4, 7",
+            "D. Segments 5, 6, 8"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Segments 1 (initial view), 4 (second dresser), and 7 (return to original dresser) all explicitly mention the reflection of the tufted headboard bed, confirming its persistence over time.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224728"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "binary",
+          "question": "Does the reflection update when the camera moves from one dresser to another?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt describes a different mirror setup (second dresser) that also reflects the same environment, implying the reflection updates based on the new viewpoint while maintaining scene consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224736"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "As the camera circles the right side of the dresser, does the mirror reflection update to show a different angle of the showroom?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The camera movement around the dresser changes the viewing angle, and since the reflection must follow the law of reflection, it should show a shifted perspective of the room, consistent with the new camera position.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224749"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "When the camera tilts upward to focus on the lamp bases and mirror frame, what should the reflection show?",
+          "options": [
+            "A. The top of the dresser only",
+            "B. The ceiling and upper part of the room",
+            "C. The camera lens",
+            "D. The floor beneath the dresser"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Tilting upward changes the field of view into the mirror, so the reflection should include higher parts of the room such as the ceiling and upper walls, consistent with physics of reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224757"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "Does the mirror reflection remain static when the camera pans left to reveal the second dresser?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera pans left, the angle relative to the mirror changes, so the reflection must shift accordingly to reflect the new visible portion of the room.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224763"
+          }
+        },
+        {
+          "question_id": "38",
+          "type": "multiple_choice",
+          "question": "Which camera movement would cause the most significant change in the mirror’s reflection?",
+          "options": [
+            "A. A slight zoom on the lamp base",
+            "B. A full circle around the dresser",
+            "C. A slow pan left",
+            "D. A tilt up"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Circling the dresser changes the viewer's angle dramatically, leading to a substantial shift in what is reflected, as opposed to minor adjustments like zoom or tilt.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224770"
+          }
+        },
+        {
+          "question_id": "39",
+          "type": "binary",
+          "question": "When the camera pulls back to a medium shot at the end, does the mirror still reflect the bed with a tufted headboard?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The final segment confirms that the reflection continues to show the bed with a tufted headboard, indicating that even at a wider angle, the reflection maintains spatial accuracy.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224776"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_873c89398b526c56b09d5bc6ca701a2ed2d7a3785f2fd546f30ee4adcc5c4c2f"
+  },
+  {
+    "task_id": "mem_dl3dv_4f993c63692760b0b166b0e8693713a7ec00539d7f5650211bbe6397f742cf03",
+    "instance_id": "mem_dl3dv_4f993c63692760b0b166b0e8693713a7ec00539d7f5650211bbe6397f742cf03",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_4f993c63692760b0b166b0e8693713a7ec00539d7f5650211bbe6397f742cf03.mp4",
+      "total_frames": 363,
+      "fps": 15.0,
+      "duration_sec": 24.2,
+      "reference_image_path": "inference_img/mem_dl3dv_4f993c63692760b0b166b0e8693713a7ec00539d7f5650211bbe6397f742cf03_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of a large, abstract black and white sculpture situated on a vibrant green lawn under an overcast sky. The sculpture has flowing, ribbon-like forms with cutouts, giving it a dynamic sense of motion. The camera slowly circles the sculpture clockwise, revealing its three-dimensional structure and how it interacts with the surrounding space. In the background, trees with autumn foliage—showing yellows and greens—frame the scene. A gravel path curves behind the sculpture, leading toward a modern building with a glass facade visible in the distance. A red vehicle is parked near the building, partially obscured by trees. As the camera continues its orbit, a tall yellow-and-black striped pole appears intermittently on the left side of the frame, standing upright near the edge of the lawn. The sculpture’s base is embedded in a small patch of exposed earth or gravel, contrasting with the manicured grass. The camera movement is smooth and continuous, maintaining a consistent distance from the sculpture while subtly shifting elevation to capture different angles. Continuing from the mid-point, the sculpture rotates into profile, highlighting its layered depth and negative space. The red vehicle reappears more clearly as the camera pans around, now positioned to the right of the sculpture. The modern building’s reflective glass panels catch muted daylight, adding texture to the backdrop. The autumn trees sway gently in the breeze, their leaves rustling softly. The gravel path remains visible throughout, curving gracefully behind the sculpture and guiding the viewer’s eye through the composition. Finally, as the camera completes its circular trajectory, it returns to a frontal view of the sculpture, slightly lower than the starting angle, emphasizing its grounded base and towering presence. The tall yellow-and-black striped pole reenters the frame on the far left, anchoring the composition. The red vehicle, trees with autumn foliage, modern building, and curving gravel path are all visible again in their original spatial relationships, creating a seamless loop of visual exploration. The entire sequence is tranquil, cinematic, and focused on the interplay between art, nature, and architecture."
+        ],
+        "level_2": [
+          "The video opens with a slow, clockwise circling shot around a large black and white abstract sculpture resting on a lush green lawn. The sculpture features undulating, ribbon-like layers with hollowed-out sections, casting subtle shadows on the grass. Behind it, trees with autumn foliage—blending golden yellows and deep greens—line the horizon under a cloudy sky. A gravel path curves behind the sculpture, leading toward a modern building with a glass facade partially visible. A red vehicle is parked in the distance near the building, nestled among the trees. A tall yellow-and-black striped pole stands to the left of the sculpture, occasionally entering the frame as the camera moves. The sculpture’s base is set into a small patch of bare earth, contrasting with the surrounding turf.",
+          "Continuing from the first third, the camera maintains its steady circular motion around the sculpture, now capturing its side profile and revealing the depth of its layered construction. The red vehicle becomes more prominent as the camera pans, appearing clearer against the backdrop of the modern glass building. The autumn trees sway gently, their colors vivid against the gray sky. The gravel path remains visible, winding behind the sculpture and enhancing the sense of depth. The yellow-and-black striped pole reappears briefly on the left as the camera orbits, reinforcing the spatial context. The sculpture’s dynamic form seems to ripple with each new angle, emphasizing its sculptural complexity and interaction with natural light.",
+          "Finally, the camera completes its circular journey, returning to a near-frontal perspective of the black and white abstract sculpture. The base, embedded in a patch of exposed earth, is clearly visible, grounding the artwork in its environment. The tall yellow-and-black striped pole reenters the frame on the far left, providing a vertical counterpoint to the sculpture’s horizontal flow. The red vehicle, modern glass building, and autumn trees are once again visible in their original positions, creating a cohesive and looping visual narrative. The gravel path curves gently behind the sculpture, tying together the elements of landscape, architecture, and art. The entire sequence feels serene and contemplative, with the camera’s smooth motion inviting viewers to appreciate the sculpture from every angle."
+        ],
+        "level_3": [
+          "0-20%: The video begins with a low-angle, wide shot of a black and white abstract sculpture on a green lawn. Trees with autumn foliage frame the background under a cloudy sky. A red vehicle is faintly visible parked in the distance near a modern building with a glass facade. The camera starts a slow clockwise circle around the sculpture, revealing its layered, flowing form. A gravel path curves behind the sculpture, partially visible at the edge of the frame. As the camera continues its circular motion, the sculpture’s intricate cutouts become more apparent, casting shifting shadows on the grass. The tall yellow-and-black striped pole enters the frame on the left, standing upright beside the lawn. The red vehicle remains in the background, now slightly more defined as the camera angle shifts.",
+          "20-40%: The camera moves further along its arc, now capturing the sculpture from its side profile. The depth of its layered design is emphasized, with negative space forming elegant voids. The gravel path behind the sculpture becomes more prominent, curving gently toward the modern building. The autumn trees sway subtly, their colors rich against the gray sky. The red vehicle is still visible but partially obscured by foliage. Midway through the rotation, the camera lowers slightly, offering a closer view of the sculpture’s base, which is set into a patch of exposed earth or gravel. The tall yellow-and-black striped pole exits the frame as the camera continues its orbit. The modern building’s glass panels catch ambient light, creating soft reflections. The red vehicle remains stationary in the distance, serving as a fixed point of reference.",
+          "40-60%: The camera now captures the sculpture from its rear-left angle, showcasing the curvature of its outermost layer. The gravel path winds visibly behind it, leading toward the modern building. Autumn trees continue to frame the scene, their leaves rustling in the breeze. The red vehicle is momentarily hidden by tree branches before reappearing as the camera progresses. As the camera nears the three-quarter mark of its circle, the sculpture’s front-right face comes into view, highlighting its symmetrical yet organic form. The tall yellow-and-black striped pole reenters the frame on the far left, anchoring the composition. The modern building’s glass facade glints softly, and the red vehicle is clearly visible again, parked near the treeline. The gravel path remains a consistent visual guide behind the sculpture.",
+          "60-80%: The camera continues its smooth orbit, now approaching the final quarter of the circle. The sculpture’s layered ribbons appear to ripple with motion due to the changing perspective. The base, embedded in earth, grounds the piece visually. The autumn trees provide a warm-toned backdrop against the cool gray sky. The red vehicle, modern building, and gravel path remain consistently placed, reinforcing spatial continuity. The camera maintains steady circular motion, emphasizing the sculpture’s dynamic form and interaction with natural light. The yellow-and-black striped pole remains visible on the left, contributing vertical contrast to the horizontal flow of the sculpture.",
+          "80-100%: Finally, the camera completes its full 360-degree circle, returning to a frontal, slightly low-angle view of the black and white abstract sculpture. The tall yellow-and-black striped pole stands prominently on the left, balancing the composition. The red vehicle, modern glass building, and autumn trees are all visible in their original positions, creating a seamless visual loop. The gravel path curves gently behind the sculpture, tying together the elements of nature, art, and architecture in a tranquil, cinematic finale. The sculpture’s base, embedded in a patch of exposed earth, is clearly visible, grounding the artwork in its environment. The entire sequence feels serene and contemplative, with the camera’s smooth motion inviting viewers to appreciate the sculpture from every angle."
+        ],
+        "level_4": [
+          "The video begins with a low-angle, wide shot of a black and white abstract sculpture on a green lawn. Trees with autumn foliage frame the background under a cloudy sky. A red vehicle is faintly visible parked in the distance near a modern building with a glass facade. The camera starts a slow clockwise circle around the sculpture, revealing its layered, flowing form. A gravel path curves behind the sculpture, partially visible at the edge of the frame.",
+          "As the camera continues its circular motion, the sculpture’s intricate cutouts become more apparent, casting shifting shadows on the grass. The tall yellow-and-black striped pole enters the frame on the left, standing upright beside the lawn. The red vehicle remains in the background, now slightly more defined as the camera angle shifts. The modern building’s glass facade reflects the overcast sky, adding texture to the distant background.",
+          "The camera moves further along its arc, now capturing the sculpture from its side profile. The depth of its layered design is emphasized, with negative space forming elegant voids. The gravel path behind the sculpture becomes more prominent, curving gently toward the modern building. The autumn trees sway subtly, their colors rich against the gray sky. The red vehicle is still visible but partially obscured by foliage.",
+          "Midway through the rotation, the camera lowers slightly, offering a closer view of the sculpture’s base, which is set into a patch of exposed earth or gravel. The tall yellow-and-black striped pole exits the frame as the camera continues its orbit. The modern building’s glass panels catch ambient light, creating soft reflections. The red vehicle remains stationary in the distance, serving as a fixed point of reference.",
+          "The camera now captures the sculpture from its rear-left angle, showcasing the curvature of its outermost layer. The gravel path winds visibly behind it, leading toward the modern building. Autumn trees continue to frame the scene, their leaves rustling in the breeze. The red vehicle is momentarily hidden by tree branches before reappearing as the camera progresses.",
+          "As the camera nears the three-quarter mark of its circle, the sculpture’s front-right face comes into view, highlighting its symmetrical yet organic form. The tall yellow-and-black striped pole reenters the frame on the far left, anchoring the composition. The modern building’s glass facade glints softly, and the red vehicle is clearly visible again, parked near the treeline. The gravel path remains a consistent visual guide behind the sculpture.",
+          "The camera continues its smooth orbit, now approaching the final quarter of the circle. The sculpture’s layered ribbons appear to ripple with motion due to the changing perspective. The base, embedded in earth, grounds the piece visually. The autumn trees provide a warm-toned backdrop against the cool gray sky. The red vehicle, modern building, and gravel path remain consistently placed, reinforcing spatial continuity.",
+          "Finally, the camera completes its full 360-degree circle, returning to a frontal, slightly low-angle view of the black and white abstract sculpture. The tall yellow-and-black striped pole stands prominently on the left, balancing the composition. The red vehicle, modern glass building, and autumn trees are all visible in their original positions, creating a seamless visual loop. The gravel path curves gently behind the sculpture, tying together the elements of nature, art, and architecture in a tranquil, cinematic finale."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the modern glass building visible again from a similar angle when the camera returns toward the start of the loop?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "e3803f2a156e8f3746d47a451dc905a373025be83a6997a1e5c4e21e8c5a13fc_0_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the red vehicle remain consistently red and parked near the building throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288763"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which object is described as appearing intermittently on the left side of the frame during the camera's orbit?",
+          "options": [
+            "A. Red vehicle",
+            "B. Modern glass building",
+            "C. Yellow-and-black striped pole",
+            "D. Autumn trees"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288798"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the sculpture’s layered structure remain stable and consistent as the camera moves around it?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288811"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What visual characteristic of the sculpture must be preserved across all viewing angles?",
+          "options": [
+            "A. Color variation",
+            "B. Layered depth and negative space",
+            "C. Reflection in the glass building",
+            "D. Size relative to trees"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288818"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "When the red vehicle reappears after being hidden by branches, does it maintain its original appearance?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288826"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which object is explicitly said to exit the frame and then re-enter later?",
+          "options": [
+            "A. Gravel path",
+            "B. Yellow-and-black striped pole",
+            "C. Modern building",
+            "D. Autumn trees"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288832"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation and return to a view similar to the starting angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288840"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What happens to the camera’s perspective at the end of the sequence?",
+          "options": [
+            "A. It zooms in",
+            "B. It tilts upward",
+            "C. It returns to a frontal, slightly low-angle view",
+            "D. It shifts to a top-down angle"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288847"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Do the autumn trees and gravel path appear in the same spatial arrangement at the start and end of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288854"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which background element serves as a consistent visual guide throughout the video?",
+          "options": [
+            "A. Red vehicle",
+            "B. Yellow-and-black striped pole",
+            "C. Gravel path",
+            "D. Sculpture base"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288861"
+        },
+        {
+          "question": "Is the modern glass building visible again from a similar angle when the camera returns toward the start of the loop?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "12",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the red vehicle remain consistently red and parked near the building throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288763"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Which object is described as appearing intermittently on the left side of the frame during the camera's orbit?",
+          "options": [
+            "A. Red vehicle",
+            "B. Modern glass building",
+            "C. Yellow-and-black striped pole",
+            "D. Autumn trees"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288798"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the sculpture’s layered structure remain stable and consistent as the camera moves around it?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288811"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "What visual characteristic of the sculpture must be preserved across all viewing angles?",
+          "options": [
+            "A. Color variation",
+            "B. Layered depth and negative space",
+            "C. Reflection in the glass building",
+            "D. Size relative to trees"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288818"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "When the red vehicle reappears after being hidden by branches, does it maintain its original appearance?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288826"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "Which object is explicitly said to exit the frame and then re-enter later?",
+          "options": [
+            "A. Gravel path",
+            "B. Yellow-and-black striped pole",
+            "C. Modern building",
+            "D. Autumn trees"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288832"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation and return to a view similar to the starting angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288840"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "What happens to the camera’s perspective at the end of the sequence?",
+          "options": [
+            "A. It zooms in",
+            "B. It tilts upward",
+            "C. It returns to a frontal, slightly low-angle view",
+            "D. It shifts to a top-down angle"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288847"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Do the autumn trees and gravel path appear in the same spatial arrangement at the start and end of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288854"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which background element serves as a consistent visual guide throughout the video?",
+          "options": [
+            "A. Red vehicle",
+            "B. Yellow-and-black striped pole",
+            "C. Gravel path",
+            "D. Sculpture base"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288861"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the reflection in the glass facade of the modern building show the red vehicle when it is visible in the scene?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt describes the red vehicle being parked near the building and becoming clearer as the camera pans. Since the building has a reflective glass facade, it should reflect nearby objects like the red vehicle when they are within its field of view.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853718"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "Which of the following objects should be visible in the reflection of the modern building's glass panels during Segment 2?",
+          "options": [
+            "A. The yellow-and-black striped pole",
+            "B. The abstract sculpture’s side profile",
+            "C. The autumn trees with golden foliage",
+            "D. The gravel path curving behind the sculpture"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "During Segment 2, the camera captures the sculpture from the side, and the background includes autumn trees swaying in the breeze. The glass facade reflects ambient daylight and surrounding scenery, so the trees—being prominent in the backdrop—are most likely to appear in the reflection. The pole and gravel path are too distant or off-axis for clear reflection, and the sculpture itself may not be directly reflected due to angle.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853757"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Is the reflection in the glass building consistent with the presence of the overcast sky?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt states that the sky is overcast throughout the video, and the glass facade reflects muted daylight. Therefore, the reflection should include the gray, cloudy sky, matching the actual environment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853767"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "When the camera is positioned at the rear-left angle of the sculpture (Segment 5), what should the reflection in the building’s glass show?",
+          "options": [
+            "A. The front face of the sculpture",
+            "B. The tall yellow-and-black striped pole",
+            "C. The autumn trees and the gravel path",
+            "D. The red vehicle partially obscured by trees"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "At the rear-left angle, the sculpture is viewed from behind, and the background features autumn trees and the gravel path leading toward the building. The glass facade would reflect these elements, which are visible in the environment at that moment. The pole is out of frame, and the sculpture’s front is not visible from this angle, so it wouldn't be reflected.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853776"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "Does the reflection in the glass building accurately depict the position of the red vehicle relative to the trees?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt notes that the red vehicle is 'partially obscured by trees' in multiple segments. If the glass reflects the scene, it must show the vehicle behind or between tree branches, maintaining correct spatial relationships.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853783"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "When the camera returns to the frontal view in Segment 8, does the reflection in the glass building show the same scene as it did in Segment 1?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The sequence is designed to loop seamlessly, returning to the original spatial configuration. Since the environment hasn’t changed and the camera returns to a similar angle, the reflection should be temporally consistent with earlier views.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853794"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "How should the reflection in the glass building change between Segment 4 and Segment 6?",
+          "options": [
+            "A. It remains static because the camera only moves slightly",
+            "B. It shows the red vehicle becoming more visible as the camera orbits",
+            "C. It reflects the yellow-and-black striped pole even though it's not in direct line of sight",
+            "D. It becomes darker as the sky changes color"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "In Segment 4, the red vehicle is still visible but partially obscured; by Segment 6, it is clearly visible again. As the camera moves, the reflection in the glass should update accordingly, showing increased visibility of the vehicle. This reflects temporal consistency in how the mirror updates with environmental changes.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853801"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "If the reflection in the glass building appears unchanged while the camera passes from Segment 3 to Segment 4, is this consistent with the prompt?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The camera moves continuously around the sculpture, changing angles and bringing different elements into view. The reflection should evolve accordingly—e.g., showing more of the gravel path or less of the trees. A static reflection would contradict the dynamic motion described in the prompt.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853807"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "What should happen to the reflection in the glass building when the camera completes its orbit and returns to the starting position?",
+          "options": [
+            "A. It should show a completely new scene due to lighting changes",
+            "B. It should match the initial reflection seen in Segment 1",
+            "C. It should reflect the back of the sculpture instead",
+            "D. It should be blurred due to rain"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt emphasizes a seamless loop, returning to the original composition. Therefore, the reflection in the glass building should also return to its original state, matching the visual context of Segment 1, assuming no external changes.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853813"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Does the reflection in the glass building remain consistent with the gradual appearance of the red vehicle across segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The red vehicle becomes progressively clearer as the camera orbits. The reflection should mirror this progression, showing increasing visibility of the vehicle in the glass, aligning with the temporal development of the scene.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853820"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "As the camera moves from a side profile (Segment 3) to a rear-left angle (Segment 5), does the reflection in the glass building shift to show the corresponding change in perspective?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The camera’s movement alters the viewing angle of the environment, including what is reflected in the glass. The reflection should dynamically update to show the correct portion of the scene based on the camera’s viewpoint, ensuring spatial accuracy.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853828"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "When the camera is at a low angle (Segment 1), what should the reflection in the glass building primarily show?",
+          "options": [
+            "A. The top of the sculpture",
+            "B. The sky and upper portions of the trees",
+            "C. The base of the sculpture and gravel path",
+            "D. The red vehicle at ground level"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "From a low-angle shot, the camera looks up, so the reflection in the glass building will capture higher elements such as the overcast sky and the tops of the autumn trees. Lower objects like the sculpture’s base or vehicle are less likely to be reflected unless the glass is angled downward, which isn't indicated.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853835"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "Does the reflection in the glass building correctly update when the camera lowers slightly in Segment 4?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Lowering the camera changes the field of view and the angle at which light hits the glass. The reflection should adjust accordingly, possibly showing more of the lower parts of the trees or the gravel path, depending on the building’s orientation.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853842"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "When the camera reaches the final frontal view in Segment 8, how should the reflection in the glass building compare to the view in Segment 1?",
+          "options": [
+            "A. It should show the same objects but reversed left-to-right",
+            "B. It should be identical in content and orientation",
+            "C. It should show the opposite side of the sculpture",
+            "D. It should be blank due to glare"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Mirrors and reflective surfaces reverse left and right. Even if the camera returns to a similar position, the reflection will appear mirrored. So while the content (trees, vehicle, sky) matches, the lateral orientation is flipped compared to the real scene.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853848"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "Does the reflection in the glass building show the correct orientation of the yellow-and-black striped pole when it reenters the frame in Segment 6?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The pole is visible on the far left in Segment 6. If reflected in the glass, it should appear on the right side of the reflection (due to mirroring), consistent with its physical position and the camera’s viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853855"
+          }
+        },
+        {
+          "question_id": "38",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes how the reflection in the glass building changes as the camera circles the sculpture?",
+          "options": [
+            "A. It stays constant because reflections don't change with camera movement",
+            "B. It gradually reveals more of the sculpture’s side and then back",
+            "C. It only reflects the sky and never shows ground-level objects",
+            "D. It flickers randomly due to wind"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera moves around the sculpture, the angle of incidence changes, causing the reflection to show different parts of the scene. The reflection should gradually reveal more of the sculpture’s side and then its back, depending on the viewer’s perspective, maintaining viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853883"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_4f993c63692760b0b166b0e8693713a7ec00539d7f5650211bbe6397f742cf03"
+  },
+  {
+    "task_id": "mem_dl3dv_13fdcb2da929d42b26bf66aef281e988a05fb3e2b87232ad13b9bd6b6f552e4e",
+    "instance_id": "mem_dl3dv_13fdcb2da929d42b26bf66aef281e988a05fb3e2b87232ad13b9bd6b6f552e4e",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_13fdcb2da929d42b26bf66aef281e988a05fb3e2b87232ad13b9bd6b6f552e4e.mp4",
+      "total_frames": 318,
+      "fps": 15.0,
+      "duration_sec": 21.2,
+      "reference_image_path": "inference_img/mem_dl3dv_13fdcb2da929d42b26bf66aef281e988a05fb3e2b87232ad13b9bd6b6f552e4e_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of a distinctive pine tree with layered, horizontally spreading branches, standing prominently in the center of a sunlit lawn. The camera slowly circles around the tree in a clockwise direction, revealing its sculpted form and dense green needles catching the golden hour sunlight. To the left, a white curved pathway winds gently through the manicured grass, bordered by lush background green shrubs and mature trees that create a soft, natural backdrop. As the camera continues its orbit, the sun occasionally flares into frame from behind the tree’s upper branches, casting dappled shadows across the lawn. The tree’s trunk is slender but sturdy, and each tier of branches appears intentionally shaped, almost like a living sculpture. The surrounding landscape includes neatly trimmed hedges and distant foliage that adds depth to the scene. Continuing from the mid-point, the camera tilts slightly upward to emphasize the tree’s height and the intricate texture of its foliage against the clear blue sky. The white curved pathway reappears on the right side as the camera completes its arc, now showing how it leads toward a partially visible house or structure nestled among more greenery. Finally, the camera returns to a frontal view of the tree, completing the full 360-degree rotation, with the sun dipping lower on the horizon, bathing the entire scene in warm, late-afternoon light, highlighting the contrast between the dark green pine and the bright white path, all framed by the serene background of shrubs and trees."
+        ],
+        "level_2": [
+          "The video starts with a slow clockwise camera movement around a distinctive pine tree with layered, horizontally spreading branches, centered on a sunlit lawn. A white curved pathway is visible to the left, winding through the grass, while background green shrubs and trees form a lush, natural border. Sunlight filters through the tree’s upper branches, creating lens flare and casting dynamic shadows on the ground.",
+          "Continuing from the first third, the camera progresses halfway around the tree, now capturing its full sculptural form from a side angle. The layered branches are clearly defined, and the texture of the needles glistens in the golden hour light. The white curved pathway curves behind the tree, leading toward distant foliage, while the background remains rich with green shrubs and trees that enhance the depth of the scene.",
+          "Finally, the camera completes its circular motion, returning to a near-frontal view of the pine tree. The sun dips lower, intensifying the warm lighting and emphasizing the contrast between the dark green foliage and the bright white pathway. Background green shrubs and trees frame the scene as the camera subtly tilts up to capture the tree’s crown against the blue sky, concluding the full rotation with a serene, sun-drenched composition."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a static wide shot of a distinctive pine tree with layered, horizontally spreading branches, standing tall in the center of a sunlit lawn. To the left, a white curved pathway begins to appear, winding gently through the grass, with background green shrubs and trees softly framing the scene under a clear blue sky. The camera begins a slow clockwise pan around the tree; the layered branches become more visible, and sunlight catches the tips of the needles, creating subtle glints. The white curved pathway becomes more prominent, curving behind the tree, while background green shrubs and trees remain steady in the distance.",
+          "20-40%: Continuing the clockwise movement, the camera reveals the left flank of the pine tree. The texture of its foliage is detailed, with individual needle clusters visible. The sun begins to peek through the upper branches, causing gentle lens flare, while the white curved pathway extends further into the background amid green shrubs and trees. Midway through the orbit, the camera captures a side profile of the tree, emphasizing its sculpted, tiered structure. The white curved pathway now curves behind the tree, partially obscured by foliage. Background green shrubs and trees add depth, and the sun casts long shadows across the sunlit lawn.",
+          "40-60%: As the camera moves past the midpoint, it shows the rear-left quadrant of the tree. The layered branches appear denser here, and the sunlight illuminates the underside of the foliage. The white curved pathway emerges again on the far side, leading toward a distant treeline framed by green shrubs and trees. The camera continues its clockwise arc, revealing the right flank of the pine tree. The white curved pathway is now visible on the right side of the frame, snaking away into the background. Sunlight filters through the upper canopy, creating a halo effect around the tree’s crown, with background green shrubs and trees providing a verdant backdrop.",
+          "60-80%: Nearing completion of the circle, the camera shows the front-right view of the tree. The layered branches are fully illuminated by the setting sun, casting dramatic shadows on the lawn. The white curved pathway re-enters the frame prominently on the right, leading toward a glimpse of a structure hidden among background green shrubs and trees. The camera subtly tilts upward to emphasize the tree’s height and the intricate texture of its foliage against the clear blue sky, while the sun dips lower, intensifying the warm lighting and emphasizing contrast between dark green foliage and the bright white path.",
+          "80-100%: Finally, the camera returns to a near-frontal view of the distinctive pine tree, completing the full 360-degree orbit. The sun sits low on the horizon, bathing the entire scene in warm, golden light. The white curved pathway and background green shrubs and trees frame the tree symmetrically, concluding the sequence with a serene, balanced composition. The tree’s trunk remains slender but sturdy, each tier of branches appearing intentionally shaped, and the surrounding landscape includes neatly trimmed hedges and distant foliage that adds depth to the scene."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a static wide shot of a distinctive pine tree with layered, horizontally spreading branches, standing tall in the center of a sunlit lawn. To the left, a white curved pathway begins to appear, winding gently through the grass, with background green shrubs and trees softly framing the scene under a clear blue sky.",
+          "Part 2/8: The camera begins a slow clockwise pan around the tree. The layered branches become more visible, and sunlight catches the tips of the needles, creating subtle glints. The white curved pathway becomes more prominent, curving behind the tree, while background green shrubs and trees remain steady in the distance.",
+          "Part 3/8: Continuing the clockwise movement, the camera reveals the left flank of the pine tree. The texture of its foliage is detailed, with individual needle clusters visible. The sun begins to peek through the upper branches, causing gentle lens flare, while the white curved pathway extends further into the background amid green shrubs and trees.",
+          "Part 4/8: Midway through the orbit, the camera captures a side profile of the tree, emphasizing its sculpted, tiered structure. The white curved pathway now curves behind the tree, partially obscured by foliage. Background green shrubs and trees add depth, and the sun casts long shadows across the sunlit lawn.",
+          "Part 5/8: The camera moves past the midpoint, now showing the rear-left quadrant of the tree. The layered branches appear denser here, and the sunlight illuminates the underside of the foliage. The white curved pathway emerges again on the far side, leading toward a distant treeline framed by green shrubs and trees.",
+          "Part 6/8: As the camera continues its clockwise arc, it reveals the right flank of the pine tree. The white curved pathway is now visible on the right side of the frame, snaking away into the background. Sunlight filters through the upper canopy, creating a halo effect around the tree’s crown, with background green shrubs and trees providing a verdant backdrop.",
+          "Part 7/8: Nearing completion of the circle, the camera shows the front-right view of the tree. The layered branches are fully illuminated by the setting sun, casting dramatic shadows on the lawn. The white curved pathway re-enters the frame prominently on the right, leading toward a glimpse of a structure hidden among background green shrubs and trees.",
+          "Part 8/8: Finally, the camera returns to a near-frontal view of the distinctive pine tree, completing the full 360-degree orbit. The sun sits low on the horizon, bathing the entire scene in warm, golden light. The white curved pathway and background green shrubs and trees frame the tree symmetrically, concluding the sequence with a serene, balanced composition."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the sunlit lawn still visible behind the tree after the camera completes its 360-degree rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "d3caed662503d3d54680856eab43da71e46860a45f1b40586bfe5298cf5a3540_0_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the pine tree maintain its identity as a single, distinct tree throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:58:48.651270"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the pine tree's identity consistency across segments?",
+          "options": [
+            "A. The tree changes into a different species during rotation",
+            "B. The tree remains the same throughout all angles and lighting",
+            "C. The tree disappears and reappears with different features",
+            "D. The tree’s branches grow new colors"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:58:48.651306"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Do the layered branches of the pine tree maintain their structural integrity during the camera orbit?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:58:48.651319"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "How should the tree’s layered branches behave during the 360-degree rotation?",
+          "options": [
+            "A. They should collapse inward at certain angles",
+            "B. They should appear differently shaped depending on view",
+            "C. They should retain their original horizontal spread and spacing",
+            "D. They should disappear when occluded"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:58:48.651326"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "When the tree’s trunk reappears after being occluded, does it maintain its original appearance?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:58:48.651333"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "What happens to the tree’s occluded parts when they reappear in the frame?",
+          "options": [
+            "A. They appear distorted or changed",
+            "B. They recover with consistent texture and geometry",
+            "C. They vanish permanently",
+            "D. They become transparent"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:58:48.651339"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation and return to a similar frontal view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:58:48.651347"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What is required for successful horizontal loop memory in this scene?",
+          "options": [
+            "A. The camera stops halfway and reverses direction",
+            "B. The final view matches the initial framing and lighting",
+            "C. The tree vanishes at the end",
+            "D. The path changes color"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:58:48.651353"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the white curved pathway reappear in the same location relative to the tree when viewed from the right side?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:58:48.651361"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which element must remain consistent when the background re-enters the frame?",
+          "options": [
+            "A. The pathway’s curvature and position",
+            "B. The sky turns red",
+            "C. The shrubs grow taller",
+            "D. The tree moves"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:58:48.651367"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_13fdcb2da929d42b26bf66aef281e988a05fb3e2b87232ad13b9bd6b6f552e4e"
+  },
+  {
+    "task_id": "mem_dl3dv_cc40635ee536377bb36fbea01fce5d2cd1c3e3bf56ba8299a84f66a3b9293b7a",
+    "instance_id": "mem_dl3dv_cc40635ee536377bb36fbea01fce5d2cd1c3e3bf56ba8299a84f66a3b9293b7a",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_cc40635ee536377bb36fbea01fce5d2cd1c3e3bf56ba8299a84f66a3b9293b7a.mp4",
+      "total_frames": 313,
+      "fps": 15.0,
+      "duration_sec": 20.87,
+      "reference_image_path": "inference_img/mem_dl3dv_cc40635ee536377bb36fbea01fce5d2cd1c3e3bf56ba8299a84f66a3b9293b7a_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of an empty, brightly lit indoor shopping mall corridor. The camera slowly pans right, revealing a central seating area composed of four plush orange armchairs arranged around two round black coffee tables on top of a large rectangular black rug. In the background, the Macy's storefront is prominently visible with its red star logo and illuminated signage. As the camera continues to rotate clockwise, it passes a digital kiosk mounted on a silver pedestal to the left of the seating area. Further along the pan, a Coca-Cola vending machine appears in the distance near a store entrance with yellow trim. The camera then reveals 'The Children’s Place' store sign hanging overhead as it completes its circular motion. The flooring throughout is white tiled with black grout lines. The lighting is uniformly bright from recessed ceiling fixtures. Finally, the camera returns to its starting point, completing a full 360-degree sweep around the seating arrangement, capturing all mandatory landmarks: the orange armchairs, round coffee tables, black rug, Macy’s storefront, digital kiosk, Coca-Cola vending machine, and The Children’s Place store — each appearing in sequence as the camera moves smoothly and steadily around the space."
+        ],
+        "level_2": [
+          "The video starts with a wide shot of a spacious, well-lit mall interior centered on a seating arrangement of four orange armchairs and two round black coffee tables placed atop a black rug. The camera begins a slow clockwise rotation, initially facing the Macy’s storefront with its glowing red star logo. As it pans right, the digital kiosk on a silver pedestal comes into view beside the seating area. The white tiled floor with black grid lines extends throughout, and distant store entrances are visible under bright ceiling lights.",
+          "Continuing from the previous segment, the camera pans further right, now revealing a Coca-Cola vending machine positioned near a store with yellow trim. The movement continues past the vending machine, bringing 'The Children’s Place' store sign into frame overhead. The camera maintains a steady, smooth circular motion around the seating area, keeping the orange armchairs and black coffee tables consistently in the foreground while the background elements shift accordingly.",
+          "Finally, the camera completes its 360-degree rotation, returning to face the Macy’s storefront once more. The full loop captures all mandatory landmarks in sequence: the orange armchairs, round coffee tables, black rug, digital kiosk, Coca-Cola vending machine, and The Children’s Place store. The environment remains consistent — clean, quiet, and brightly lit — with no people present. The video ends exactly where it began, having fully circled the central seating area."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a static wide shot of an empty, brightly lit mall corridor. Centered is a seating area with four orange armchairs and two round black coffee tables on a black rug. Behind them, the Macy’s storefront glows with its red star logo. The white tiled floor with black grout lines extends outward under uniform recessed ceiling lighting. The camera begins a slow clockwise pan, and the silver digital kiosk on a pedestal enters the left edge of the frame while Macy’s remains prominent.",
+          "20-40%: Continuing the clockwise pan, the digital kiosk moves toward center-left as the Macy’s storefront exits the right side of the frame. A distant store entrance with yellow trim becomes visible in the background. The camera proceeds further right, revealing a Coca-Cola vending machine positioned near that yellow-trimmed store entrance. The orange armchairs, black coffee tables, and black rug remain fixed in the foreground throughout this segment.",
+          "40-60%: The Coca-Cola vending machine is now centered in the mid-background as the camera continues its rotation. Above it, the hanging sign for 'The Children’s Place' store comes into view. The lighting remains uniformly bright, and the white tiled floor pattern stays consistent. The foreground elements—orange armchairs, round black coffee tables, and black rug—are still clearly visible and anchored in the composition.",
+          "60-80%: The Children’s Place store sign becomes more prominent as the camera pans past it, and the orange armchairs and black coffee tables continue to rotate with the perspective. The black rug remains sharply defined against the white tiles. As the pan progresses, the digital kiosk reappears on the far left, and the Macy’s storefront begins to re-enter at the far right edge of the frame. The environment remains quiet, clean, and devoid of people.",
+          "80-100%: The camera completes its 360-degree rotation, returning directly to face the Macy’s storefront once more. All mandatory landmarks—the orange armchairs, round coffee tables, black rug, digital kiosk, Coca-Cola vending machine, and The Children’s Place store—have been captured sequentially during the pan. The video ends exactly where it began, with identical framing, lighting, and spatial arrangement, maintaining the sterile, brightly lit atmosphere."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a static wide shot of an empty mall corridor. Centered in the frame is a seating area with four orange armchairs and two round black coffee tables on a black rug. Behind them, the Macy’s storefront glows with its red star logo. The white tiled floor stretches outward under bright overhead lighting.",
+          "Part 2/8: The camera begins a slow clockwise pan. The Macy’s storefront remains prominent as the left edge of the frame reveals a silver digital kiosk standing beside the seating area. The orange armchairs and black coffee tables remain fixed in the center, while the background begins to shift slightly.",
+          "Part 3/8: Continuing the clockwise pan, the digital kiosk moves toward the center-left of the frame. The Macy’s storefront exits the right side of the view. A distant store entrance with yellow trim becomes visible in the background, and the white tiled floor pattern remains consistent.",
+          "Part 4/8: The camera pans further right, now showing a Coca-Cola vending machine in the mid-background near the yellow-trimmed store entrance. The orange armchairs and black coffee tables still dominate the foreground, and the black rug beneath them remains clearly visible.",
+          "Part 5/8: The Coca-Cola vending machine is now centered in the background as the camera continues its rotation. Above it, the sign for 'The Children’s Place' store comes into view, hanging from the ceiling. The lighting remains uniformly bright, and the tiled floor extends continuously.",
+          "Part 6/8: The Children’s Place store sign becomes more prominent as the camera pans past it. The orange armchairs and black coffee tables remain anchored in the foreground, rotating with the camera’s perspective. The black rug beneath them stays clearly defined against the white tiles.",
+          "Part 7/8: The camera continues its clockwise arc, now beginning to reveal the digital kiosk again on the far left. The Macy’s storefront starts to reappear at the far right edge of the frame. The scene remains devoid of people, maintaining a quiet, sterile atmosphere.",
+          "Part 8/8: Finally, the camera completes its 360-degree rotation, returning to face the Macy’s storefront directly. All mandatory landmarks — orange armchairs, round coffee tables, black rug, digital kiosk, Coca-Cola vending machine, and The Children’s Place store — have been captured in sequence during the pan. The video ends precisely where it began, with the same composition and lighting."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the Macy’s storefront visible again at the end of the video after the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "bd905f2f4c408e46ce582bcc89b08b32793e31766bf826e6c063876d4ebcc7f4_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Is the Coca-Cola vending machine visible during the forward movement before reaching the Children’s Place?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "bd905f2f4c408e46ce582bcc89b08b32793e31766bf826e6c063876d4ebcc7f4_1_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation and return to the exact starting view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:12.436066"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which landmark is visible at both the beginning and end of the video?",
+          "options": [
+            "A. Coca-Cola vending machine",
+            "B. The Children’s Place store sign",
+            "C. Macy’s storefront",
+            "D. Digital kiosk"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:12.436107"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the Macy’s storefront appear again at the end of the video with the same lighting and logo visibility as at the start?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:12.436119"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the starting point, which background element should be fully visible and consistent?",
+          "options": [
+            "A. Coca-Cola vending machine",
+            "B. The Children’s Place store sign",
+            "C. Digital kiosk",
+            "D. Macy’s storefront"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:12.436126"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Is the digital kiosk expected to reappear on the far left after being occluded during the pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:12.436134"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What must remain consistent when the digital kiosk reappears after being occluded?",
+          "options": [
+            "A. Its color and shape",
+            "B. Its lighting intensity",
+            "C. Its brand logo",
+            "D. Its motion speed"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:12.436140"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the Coca-Cola vending machine maintain its branding and red color throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:12.436147"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "Which object must retain its identity and appearance regardless of camera angle?",
+          "options": [
+            "A. Orange armchair",
+            "B. White tile floor",
+            "C. Black rug",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:12.436154"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_cc40635ee536377bb36fbea01fce5d2cd1c3e3bf56ba8299a84f66a3b9293b7a"
+  },
+  {
+    "task_id": "mem_dl3dv_bd3da6c5820ac1c1fcf0149c3e952c04be4d3a23595f19d269df09107ac3a959",
+    "instance_id": "mem_dl3dv_bd3da6c5820ac1c1fcf0149c3e952c04be4d3a23595f19d269df09107ac3a959",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_bd3da6c5820ac1c1fcf0149c3e952c04be4d3a23595f19d269df09107ac3a959.mp4",
+      "total_frames": 309,
+      "fps": 15.0,
+      "duration_sec": 20.6,
+      "reference_image_path": "inference_img/mem_dl3dv_bd3da6c5820ac1c1fcf0149c3e952c04be4d3a23595f19d269df09107ac3a959_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a low-angle, upward-looking shot moving slowly through a narrow urban alleyway at night. The camera glides forward beneath a concrete ceiling embedded with recessed lights that cast soft pools of illumination on the gray surfaces below. To the right, a parked white car is visible under the overhang of a modern building, partially illuminated by ambient light. Above, multi-story glass windows are brightly lit from within, revealing interior spaces with warm yellow lighting and occasional silhouettes or furniture. As the camera continues its steady ascent, it tilts slightly upward, capturing more of the vertical architecture — including balconies, metal railings, and structural beams. The illuminated glass windows dominate the upper frame, arranged in grid-like patterns across multiple floors, each pane glowing with interior activity. The camera then briefly pans to the left, revealing a dark brick wall adjacent to the alley, before returning to center and continuing its upward trajectory. At one point, the camera passes directly beneath a large, flat concrete slab overhead, momentarily plunging the frame into near darkness before emerging again into the glow of the upper-level windows. The final moments show the camera still ascending, now focused entirely on the towering facade of illuminated glass windows stretching into the night sky, their reflections shimmering against the dark surroundings, while the concrete ceiling and recessed lights remain faintly visible at the bottom edge of the frame."
+        ],
+        "level_2": [
+          "The video starts with a slow, low-angle tracking shot moving forward through a dimly lit urban alley at night. The camera looks up toward a concrete ceiling lined with recessed lights casting soft illumination. On the right side, a parked white car is partially visible under the overhang of a modern structure. Above, illuminated glass windows glow warmly from within, revealing glimpses of interior spaces. The camera begins its gradual upward tilt as it moves forward, emphasizing the height of the surrounding buildings.",
+          "Continuing from the previous segment, the camera ascends further, now focusing more intently on the vertically stacked illuminated glass windows. Each window pane reveals softly lit interiors with furniture silhouettes and occasional movement. The concrete ceiling with recessed lights remains visible at the bottom of the frame, but the view is increasingly dominated by the architectural grid of glowing windows. Midway, the camera briefly pans left to reveal a dark brick wall running alongside the alley, then returns to center, maintaining its upward trajectory.",
+          "Finally, the camera continues its steady ascent, now fully immersed in the towering facade of illuminated glass windows. The concrete ceiling and recessed lights become peripheral elements at the very bottom of the frame. The windows stretch upward into the night sky, their warm glows contrasting sharply with the surrounding darkness. The camera maintains its slow, deliberate motion, ending with a sustained upward gaze at the luminous grid of windows, creating a sense of vertical grandeur and urban isolation."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle shot moving forward through a narrow alley at night. A concrete ceiling with evenly spaced recessed lights is visible above, casting soft illumination. To the right, a parked white car is partially lit under an overhang. In the distance, illuminated glass windows glow warmly from upper floors. Continuing forward, the camera begins a gentle upward tilt; the concrete ceiling remains prominent with recessed lights creating circular pools of brightness, the parked white car stays visible on the right, and the illuminated glass windows grow larger in the frame, revealing interior details like furniture silhouettes.",
+          "20-40%: The camera ascends further, now focusing more on the illuminated glass windows spanning multiple floors. The concrete ceiling is still present at the bottom edge. The warm interior lighting contrasts with the dark exterior, and the grid-like arrangement of windows becomes more defined. The camera continues its upward motion, now centered on the glowing windows; the parked white car is no longer in view, while the concrete ceiling with recessed lights remains at the lower edge of the frame. The windows reveal more interior detail, including ceiling fixtures and occasional shadows.",
+          "40-60%: The camera briefly pans left, revealing a dark brick wall adjacent to the alley, then returns to center, maintaining its upward trajectory. The illuminated glass windows continue to dominate the upper frame, while the concrete ceiling with recessed lights occupies the lower portion. The camera then passes beneath a large, flat concrete slab, momentarily plunging the scene into near darkness. As it emerges, the illuminated glass windows reappear, glowing even brighter against the night, and the concrete ceiling with recessed lights is once again visible at the bottom.",
+          "60-80%: The camera continues its steady ascent, now almost entirely focused on the vertical array of illuminated glass windows. The concrete ceiling and recessed lights occupy only a thin strip at the bottom of the frame. The windows’ warm glows create a rhythmic pattern against the dark sky. The view is increasingly dominated by the architectural grid of glowing windows, each pane revealing softly lit interiors with furniture silhouettes and occasional movement, while structural elements like balconies, metal railings, and beams become more apparent.",
+          "80-100%: Finally, the camera holds its upward gaze on the towering facade of illuminated glass windows stretching into the night. The concrete ceiling and recessed lights are barely visible at the very bottom. The scene ends with a lingering view of the glowing grid, evoking a sense of urban solitude and architectural scale. The windows stretch upward into the night sky, their reflections shimmering against the dark surroundings, while the warm glows contrast sharply with the surrounding darkness."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle shot moving forward through a narrow alley at night. A concrete ceiling with evenly spaced recessed lights is visible above, casting soft illumination. To the right, a parked white car is partially lit under an overhang. In the distance, illuminated glass windows glow warmly from upper floors.",
+          "Part 2/8: Continuing forward, the camera begins a gentle upward tilt. The concrete ceiling remains prominent, with recessed lights creating circular pools of brightness. The parked white car stays visible on the right, while the illuminated glass windows grow larger in the frame, revealing interior details like furniture silhouettes.",
+          "Part 3/8: The camera ascends further, now focusing more on the illuminated glass windows spanning multiple floors. The concrete ceiling is still present at the bottom edge. The warm interior lighting contrasts with the dark exterior, and the grid-like arrangement of windows becomes more defined.",
+          "Part 4/8: The camera continues its upward motion, now centered on the glowing windows. The parked white car is no longer in view. The concrete ceiling with recessed lights remains at the lower edge of the frame. The windows reveal more interior detail, including ceiling fixtures and occasional shadows.",
+          "Part 5/8: The camera briefly pans left, revealing a dark brick wall adjacent to the alley. It then returns to center, maintaining its upward trajectory. The illuminated glass windows continue to dominate the upper frame, while the concrete ceiling with recessed lights occupies the lower portion.",
+          "Part 6/8: The camera passes beneath a large, flat concrete slab, momentarily plunging the scene into near darkness. As it emerges, the illuminated glass windows reappear, glowing even brighter against the night. The concrete ceiling with recessed lights is once again visible at the bottom.",
+          "Part 7/8: The camera continues its steady ascent, now almost entirely focused on the vertical array of illuminated glass windows. The concrete ceiling and recessed lights occupy only a thin strip at the bottom of the frame. The windows’ warm glows create a rhythmic pattern against the dark sky.",
+          "Part 8/8: Finally, the camera holds its upward gaze on the towering facade of illuminated glass windows stretching into the night. The concrete ceiling and recessed lights are barely visible at the very bottom. The scene ends with a lingering view of the glowing grid, evoking a sense of urban solitude and architectural scale."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Does the camera return to viewing the parked white car after tilting up and then down?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "cd7d889906d6b22d46283d4722c06623f1d9ac85800d76402189c6d621492228_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the white car visible in the first three segments of Level 3?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818890"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "When does the white car disappear from view in the video sequence?",
+          "options": [
+            "A. After Segment 3",
+            "B. In Segment 4",
+            "C. During the pan to the left",
+            "D. At the end of the video"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818924"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the camera pass under a concrete slab that causes temporary darkness?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818936"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What happens to the illuminated windows when the camera emerges from under the concrete slab?",
+          "options": [
+            "A. They appear dimmer",
+            "B. They glow brighter",
+            "C. They are replaced with different windows",
+            "D. They remain unchanged"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818943"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera maintain a steady upward trajectory throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818952"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "How does the concrete ceiling change in visibility as the camera ascends?",
+          "options": [
+            "A. It becomes larger",
+            "B. It remains constant",
+            "C. It shrinks to a thin strip at the bottom",
+            "D. It disappears completely"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818959"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is the dark brick wall visible only once during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818966"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "After panning left to show the brick wall, what happens to the camera’s focus?",
+          "options": [
+            "A. It stays on the wall",
+            "B. It pans right immediately",
+            "C. It returns to center",
+            "D. It zooms out"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818971"
+        },
+        {
+          "question": "Does the camera return to viewing the parked white car after tilting up and then down?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "10",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Is the white car visible in the first three segments of Level 3?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818890"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When does the white car disappear from view in the video sequence?",
+          "options": [
+            "A. After Segment 3",
+            "B. In Segment 4",
+            "C. During the pan to the left",
+            "D. At the end of the video"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818924"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the camera pass under a concrete slab that causes temporary darkness?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818936"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "What happens to the illuminated windows when the camera emerges from under the concrete slab?",
+          "options": [
+            "A. They appear dimmer",
+            "B. They glow brighter",
+            "C. They are replaced with different windows",
+            "D. They remain unchanged"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818943"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the camera maintain a steady upward trajectory throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818952"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "How does the concrete ceiling change in visibility as the camera ascends?",
+          "options": [
+            "A. It becomes larger",
+            "B. It remains constant",
+            "C. It shrinks to a thin strip at the bottom",
+            "D. It disappears completely"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818959"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Is the dark brick wall visible only once during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818966"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "After panning left to show the brick wall, what happens to the camera’s focus?",
+          "options": [
+            "A. It stays on the wall",
+            "B. It pans right immediately",
+            "C. It returns to center",
+            "D. It zooms out"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818971"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the reflection in the glass windows show the illuminated interiors of the buildings, including furniture silhouettes and ceiling fixtures?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt explicitly states that the illuminated glass windows reveal interior spaces with warm yellow lighting, furniture silhouettes, and occasional movement. Therefore, reflections should show these internal elements.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819624"
+          }
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "Which of the following objects should be visible in the reflection of the glass windows during the final moments of the video?",
+          "options": [
+            "A. The parked white car on the right",
+            "B. The dark brick wall on the left",
+            "C. The concrete ceiling with recessed lights",
+            "D. The night sky and surrounding darkness"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "In the final moments, the camera is focused upward on the illuminated glass windows stretching into the night sky. The reflection would logically include the dark surroundings and night sky, not nearby alley elements like the car or brick wall, which are no longer in direct line of sight from the high-angle view.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819668"
+          }
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Are the reflections in the glass windows consistent with the warm yellow interior lighting described in the prompt?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt specifies that the glass windows are 'brightly lit from within' with 'warm yellow lighting,' so any reflection must accurately convey this color temperature and illumination to maintain content consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819677"
+          }
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "What should be reflected in the glass windows when the camera passes beneath the large concrete slab and emerges back into light?",
+          "options": [
+            "A. The dark underside of the slab",
+            "B. The illuminated upper floors and night sky",
+            "C. The parked white car",
+            "D. The brick wall on the left"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "After emerging from under the slab, the camera resumes its upward trajectory toward the illuminated windows. At this point, the dominant visual is the glowing grid of windows against the night sky, so their reflections should depict the same external environment—darkness and sky—not obscured or low-light elements.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819684"
+          }
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Do the reflections in the glass windows include the concrete ceiling and recessed lights when they are visible at the bottom of the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The concrete ceiling and recessed lights are below the camera’s view and not positioned to reflect into the upper-level glass windows. Reflections in vertical glass surfaces would mirror the sky and surroundings above or around them, not downward-facing structures unless specifically angled.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819691"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "binary",
+          "question": "When the camera returns to a similar position after passing under the concrete slab, do the reflections in the glass windows remain consistent with earlier views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt describes the camera emerging back into the glow of the windows after passing under the slab. Since the environment hasn’t changed (same building facade), the reflections should remain temporally consistent with previous appearances of the windows.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819701"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "multiple_choice",
+          "question": "How should the reflection in the glass windows change between Segment 4 and Segment 7 as the camera ascends?",
+          "options": [
+            "A. The reflections become darker due to increased distance",
+            "B. The reflections shift to show more of the night sky and less of the alley",
+            "C. The reflections show more of the concrete ceiling and recessed lights",
+            "D. The reflections remain unchanged throughout"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "As the camera ascends, the perspective changes: the lower alley elements recede, and the upper portions of the building dominate. Thus, reflections in the glass should adapt to show more of the night sky and less of the ground-level environment, maintaining temporal consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819720"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Is the reflection in the glass windows during the final segment consistent with what was seen in earlier segments when the camera was lower in the alley?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "While the windows themselves are consistent, the reflection content changes over time due to camera elevation. Earlier reflections might include parts of the alley or car, but later ones focus on the sky and upper structures. So, while the physical windows repeat, their reflections evolve—this is expected and valid, meaning inconsistency would only occur if reflections failed to update.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819728"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "If the glass windows appear again after being out of view for a moment (e.g., under the slab), should the reflection still show the same interior details?",
+          "options": [
+            "A. Yes, because the interiors haven't changed",
+            "B. No, because the camera angle has shifted",
+            "C. Yes, but only if the lighting conditions are identical",
+            "D. It depends on the weather"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The interiors are static and continuously lit. Even if the camera briefly loses sight of the windows, upon reappearing, the reflection should still show the same warm-lit rooms with furniture silhouettes, assuming no internal changes occurred. This maintains temporal memory of the scene.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819735"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Do the reflections in the glass windows retain the same warmth and brightness across all segments where they appear?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt consistently describes the windows as 'brightly lit from within' with 'warm yellow lighting.' There's no indication of flickering or dimming, so the reflection's appearance should remain temporally stable unless external factors (like weather) are introduced—which they aren't.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819751"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "binary",
+          "question": "As the camera moves upward through the alley, does the reflection in the glass windows update to show the changing sky and surrounding darkness from each new vantage point?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The camera's ascent alters the viewing angle relative to the windows. Proper viewpoint consistency requires that reflections adjust accordingly—showing more sky as the camera rises, less of the alley floor. This ensures the reflection matches the actual field of view.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819759"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "multiple_choice",
+          "question": "When the camera pans left to reveal the dark brick wall, should the reflection in the adjacent glass windows also show part of that wall?",
+          "options": [
+            "A. Yes, because it's now in the camera's field of view",
+            "B. No, because the glass windows face outward, not inward",
+            "C. Yes, but only if the wall is directly opposite the window",
+            "D. No, because the reflection depends on external lighting"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Reflections depend on the geometry of the surface and surrounding environment. If the brick wall is directly opposite a window, it may reflect into it. However, since the windows are likely facing forward (toward the city), and the wall is lateral, it may not be visible in the reflection unless specifically aligned. But given proximity, some reflection could occur—making C the most accurate answer based on physics.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819766"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "binary",
+          "question": "Does the reflection in the glass windows correctly update when the camera passes under the concrete slab and reemerges?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Passing under the slab temporarily blocks light and view. Upon emergence, the reflection should reset to show the current environment—the night sky and upper buildings—demonstrating correct viewpoint-based updating of the reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819780"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "multiple_choice",
+          "question": "From the final upward-looking perspective, what should the reflection in the glass windows primarily show?",
+          "options": [
+            "A. The concrete ceiling and recessed lights",
+            "B. The alley walls and parked car",
+            "C. The night sky and surrounding darkness",
+            "D. The interior of the building"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "At the highest point, the camera looks up at the windows against the night sky. Glass surfaces reflect their surroundings; thus, the primary reflection should be the dark sky and ambient urban environment, not internal scenes or lower structures.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819786"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "When the camera tilts upward, do the reflections in the glass windows shift to align with the new angle of view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera tilts, the relative orientation to the windows changes. For realistic reflection memory, the mirrored image must rotate or scale appropriately to match the new viewpoint, ensuring spatial coherence between real and reflected worlds.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819793"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_bd3da6c5820ac1c1fcf0149c3e952c04be4d3a23595f19d269df09107ac3a959"
+  },
+  {
+    "task_id": "mem_dl3dv_fa290517f6f5102ed0544020b826762485dc7fa96f8b49c408d7d54c96dd1580",
+    "instance_id": "mem_dl3dv_fa290517f6f5102ed0544020b826762485dc7fa96f8b49c408d7d54c96dd1580",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_fa290517f6f5102ed0544020b826762485dc7fa96f8b49c408d7d54c96dd1580.mp4",
+      "total_frames": 405,
+      "fps": 15.0,
+      "duration_sec": 27.0,
+      "reference_image_path": "inference_img/mem_dl3dv_fa290517f6f5102ed0544020b826762485dc7fa96f8b49c408d7d54c96dd1580_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, sun-drenched view of a grand public monument situated in a lush green park under a bright blue sky with scattered white clouds. The central statue on pedestal, a towering bronze figure standing atop a multi-tiered stone base adorned with sculpted allegorical figures, dominates the frame. Surrounding the monument is a curved pathway made of light-colored paving stones that gracefully encircles the structure. Lush green lawn and mature trees frame the scene, casting soft shadows. In the background, a majestic neoclassical building with a dome rises behind the monument, its classical architecture contrasting with modern glass skyscrapers visible to the left and right. As the camera begins a slow, continuous circular orbit around the monument, it reveals different perspectives: the modern glass skyscraper glints in the sunlight as the camera pans left; then the neoclassical building reappears behind the monument as the camera moves right. Sun flares occasionally streak across the lens, enhancing the vividness of the day. The camera tilts up to emphasize the height of the central statue against the blue sky, then lowers to capture the intricate details of the sculpted figures at the base — one seated, draped in flowing robes, another gesturing outward. The movement continues seamlessly, alternating between low-angle shots that dramatize the monument’s scale and eye-level views that integrate the surrounding urban landscape. Throughout the sequence, the curved pathway remains visible, guiding the viewer’s eye around the monument, while the green lawn and trees provide a natural buffer between the historic sculpture and the modern cityscape. The video concludes with the camera completing its full 360-degree sweep, returning to the initial framing but now enriched by the full context of the environment — the blue sky with clouds still overhead, the stone base with sculpted figures clearly detailed, the modern glass skyscraper and neoclassical building with dome both visible in their respective positions, and the pathway curving around the monument, all bathed in golden afternoon light."
+        ],
+        "level_2": [
+          "The video opens with a sweeping wide shot of a monumental statue on a stone pedestal, surrounded by green lawn and mature trees under a vibrant blue sky with scattered clouds. A curved paved pathway encircles the monument. Behind it stands a grand neoclassical building with a dome, while modern glass skyscrapers flank the scene on either side. The camera begins a slow, clockwise orbit around the monument, capturing the interplay of sunlight and shadow. As it moves, the modern glass skyscraper becomes more prominent on the left, reflecting the sky, while the neoclassical building remains visible behind the monument. The central statue towers above, and the sculpted figures at the base begin to come into sharper focus.",
+          "Continuing from the previous segment, the camera completes its mid-orbit around the monument, now revealing the back and right-side angles. The stone base with sculpted figures — including a seated robed figure and a gesturing allegorical form — is clearly detailed. The sun flares dramatically as the camera tilts upward toward the central statue against the blue sky. The green lawn stretches out on all sides, bordered by trees that sway gently. The modern glass skyscraper remains visible on the right, while the neoclassical building with the dome reappears as the camera circles back. The curved pathway continues to guide the eye around the monument, emphasizing its centrality in the urban park setting.",
+          "Finally, the camera nears the completion of its full 360-degree rotation, returning to a framing similar to the opening shot but now enriched with the full spatial context. The central statue on pedestal is once again centered, with the stone base and sculpted figures prominently displayed. The curved pathway wraps around the monument, leading the viewer’s gaze through the green lawn and trees. The blue sky with clouds remains overhead, and the modern glass skyscraper and neoclassical building with dome are both visible in their original positions, creating a harmonious blend of historic and contemporary architecture. The camera lingers for a moment, allowing the viewer to absorb the entire scene before the video ends."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a wide-angle shot of a grand stone monument featuring a central bronze statue on a multi-tiered stone pedestal, set within a verdant park under a clear blue sky with scattered white clouds. Green lawn and mature trees surround the structure, and a curved paved pathway encircles the monument. In the background, a neoclassical building with a dome is visible, and to the left, a modern glass skyscraper reflects sunlight. The camera begins a slow clockwise orbit around the monument, bringing the modern glass skyscraper into greater prominence while the neoclassical building remains partially visible behind the monument; details of the stone base—including a seated draped figure—become more discernible, and sun flares appear as the camera tilts slightly upward.",
+          "20-40%: Continuing the orbit, the camera moves to show the monument’s left flank and then its rear. The curved pathway remains clearly visible winding around the base, with trees framing the edges and green lawn extending toward the foreground. The modern glass skyscraper dominates the left background, while the neoclassical building with the dome peeks from behind trees on the right in the earlier part of this segment; by mid-segment, the neoclassical building is temporarily obscured by trees as the central statue appears silhouetted against the bright blue sky. The sculpted allegorical figures on the stone base—including a gesturing form—are shown in profile and then from behind, emphasizing their placement and posture.",
+          "40-60%: The camera progresses to the right side of the monument, beginning to reveal the front again. The green lawn and trees remain consistent in foreground and background, with sunlight casting long shadows that enhance the texture of the stone base and sculpted figures. The neoclassical building with the dome re-emerges in the background, now more centered, while the modern glass skyscraper remains visible on the far right edge of the frame. As the orbit continues, the central statue is framed between the neoclassical building and the modern skyscraper, and the curved pathway curves gracefully around the base, guiding the eye through the landscape; sculpted figures are illuminated by direct sunlight, revealing fine details in drapery and posture.",
+          "60-80%: Approaching the final quarter, the camera tilts upward briefly to emphasize the central statue against the blue sky with clouds, then lowers to capture the full stone base with sculpted figures from a three-quarter angle. The green lawn and trees frame the scene symmetrically. The neoclassical building with the dome is fully visible behind the monument, and the modern glass skyscraper appears on the left, completing the architectural contrast. Sun flares occasionally streak across the lens, and the camera maintains a smooth, continuous motion, alternating between low-angle shots dramatizing scale and eye-level views integrating the urban context.",
+          "80-100%: The camera completes its 360-degree orbit, returning to the initial framing: the central statue on pedestal is centered once again, surrounded by the curved pathway, green lawn, and trees. The blue sky with clouds remains overhead, and both the modern glass skyscraper and the neoclassical building with the dome are visible in their original positions. The stone base with sculpted figures is clearly detailed, and the entire scene is bathed in golden afternoon light. The video ends with a lingering shot that encapsulates the harmony between nature, historic sculpture, and modern cityscape, enriched by the full spatial context gained through the full rotation."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a wide-angle shot of a grand stone monument featuring a central statue on a pedestal, set within a verdant park. Green lawn and tall trees surround the structure under a clear blue sky with wispy clouds. A curved pathway encircles the monument. In the background, a neoclassical building with a dome is visible, and to the left, a modern glass skyscraper reflects the sunlight. The camera begins a slow clockwise pan around the monument.",
+          "Part 2/8: Continuing the orbit, the camera moves slightly left, bringing the modern glass skyscraper into greater prominence while the neoclassical building remains partially visible behind the monument. The central statue looms large against the blue sky. Details of the stone base with sculpted figures — including a seated draped figure — become more discernible. Sunlight creates lens flares as the camera tilts slightly upward, highlighting the monument’s verticality.",
+          "Part 3/8: The camera continues its circular motion, now positioned to show the monument’s left flank. The curved pathway is clearly visible winding around the base. Trees frame the edges of the shot, and the green lawn extends toward the foreground. The modern glass skyscraper dominates the left background, while the neoclassical building with the dome peeks from behind the trees on the right. The sculpted figures on the stone base are shown in profile.",
+          "Part 4/8: Midway through the orbit, the camera focuses on the rear of the monument. The central statue appears silhouetted against the bright blue sky. The stone base’s sculpted figures — including a gesturing allegorical figure — are now seen from behind. The curved pathway continues to curve around the structure. The neoclassical building with the dome is temporarily obscured by trees, while the modern glass skyscraper remains visible to the far left.",
+          "Part 5/8: The camera moves to the right side of the monument, beginning to reveal the front again. The green lawn and trees remain consistent in the foreground and background. The sun casts long shadows, enhancing the texture of the stone base and sculpted figures. The neoclassical building with the dome re-emerges in the background, now more centered. The modern glass skyscraper is still visible on the far right edge of the frame.",
+          "Part 6/8: The camera continues its clockwise arc, now showing the monument’s right flank. The central statue on pedestal is framed between the neoclassical building with the dome and the modern glass skyscraper. The curved pathway curves gracefully around the base, leading the eye through the green lawn. The sculpted figures on the stone base are illuminated by direct sunlight, revealing fine details in their drapery and posture.",
+          "Part 7/8: As the camera approaches the final quarter of its orbit, it tilts upward briefly to emphasize the central statue against the blue sky with clouds. Then it lowers to capture the full stone base with sculpted figures, now viewed from a three-quarter angle. The green lawn and trees frame the scene symmetrically. The neoclassical building with the dome is fully visible behind the monument, and the modern glass skyscraper appears on the left, completing the architectural contrast.",
+          "Part 8/8: The camera completes its 360-degree orbit, returning to the initial framing. The central statue on pedestal is centered once again, surrounded by the curved pathway, green lawn, and trees. The blue sky with clouds remains overhead, and both the modern glass skyscraper and the neoclassical building with the dome are visible in their original positions. The video ends with a lingering shot that encapsulates the harmony between nature, history, and modernity."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Does the neoclassical building with the dome reappear in the same relative position after the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "bd21aa13de5a6f5630a835d3f7f10341e17f7d29b1f0bd05aab54fee50e423dc_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the central statue maintain the same identity throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:01:38.250185"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the consistency requirement for the sculpted figures at the base?",
+          "options": [
+            "A. They should appear differently depending on the angle",
+            "B. They must retain their original appearance when revealed again",
+            "C. They can be replaced with new figures during the orbit",
+            "D. Their identities may change based on lighting"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:01:38.250219"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Should the stone base of the monument maintain its structural integrity across all views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:01:38.250232"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What happens to the geometric structure of the monument when viewed from different angles?",
+          "options": [
+            "A. It should appear distorted due to perspective",
+            "B. It should remain structurally consistent",
+            "C. It can change shape slightly to match lighting",
+            "D. It may collapse in certain views"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:01:38.250239"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera return to the exact initial framing after completing the orbit?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:01:38.250248"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which element must remain consistent when the camera completes its loop?",
+          "options": [
+            "A. Only the central statue",
+            "B. The entire environment including buildings and sky",
+            "C. Just the pathway",
+            "D. Only the lighting"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:01:38.250256"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is the neoclassical building with dome visible again after being obscured?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:01:38.250263"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "When the neoclassical building reappears, what must remain unchanged?",
+          "options": [
+            "A. Its color and position",
+            "B. Its size but not shape",
+            "C. Its lighting but not structure",
+            "D. Only its visibility"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:01:38.250269"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the neoclassical building maintain consistent appearance when revealed after occlusion?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:01:38.250277"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "What must happen when the neoclassical building reappears after being blocked?",
+          "options": [
+            "A. It should appear smaller than before",
+            "B. It should have altered textures",
+            "C. It should match previous appearances exactly",
+            "D. It can shift position slightly"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:01:38.250283"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_fa290517f6f5102ed0544020b826762485dc7fa96f8b49c408d7d54c96dd1580"
+  },
+  {
+    "task_id": "mem_dl3dv_8b2495421084723ea2151e09fbb096adf682f541eb2a42c26ce57578b56d8a97",
+    "instance_id": "mem_dl3dv_8b2495421084723ea2151e09fbb096adf682f541eb2a42c26ce57578b56d8a97",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_8b2495421084723ea2151e09fbb096adf682f541eb2a42c26ce57578b56d8a97.mp4",
+      "total_frames": 325,
+      "fps": 15.0,
+      "duration_sec": 21.67,
+      "reference_image_path": "inference_img/mem_dl3dv_8b2495421084723ea2151e09fbb096adf682f541eb2a42c26ce57578b56d8a97_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of an urban plaza featuring a black metal bench centered on a red-and-white tiled floor, surrounded by modern glass skyscrapers reflecting the sky and adjacent buildings. The camera slowly pans left, revealing a stone building adorned with majestic stone lion statues guarding its entrance, while a balustrade railing runs along the edge of the elevated plaza. As the camera continues to circle around the bench, it captures reflections in the glass building’s facade, including passing clouds and nearby architecture. A classic streetlamp stands near the railing, adding to the civic aesthetic. The camera then tilts upward slightly to emphasize the towering glass skyscraper before sweeping right to show another angle of the plaza, where additional benches and trash receptacles are visible. Continuing from this vantage point, the camera circles back toward the initial position, capturing the interplay of light and shadow across the geometric tiles and highlighting the contrast between classical stone architecture and sleek modern glass. Finally, the camera zooms in gently on the black metal bench as it completes its circular path, ending with a close-up that emphasizes the bench’s ornate armrests and slatted back, framed against the backdrop of the reflective glass skyscraper and distant stone building with statues."
+        ],
+        "level_2": [
+          "The video opens with a wide shot of a black metal bench situated on a red-and-white tiled plaza floor, flanked by modern glass skyscrapers whose reflective surfaces mirror the surrounding cityscape. The camera begins a slow pan to the left, revealing a grand stone building with imposing stone lion statues at its entrance and a decorative balustrade railing lining the plaza’s perimeter. A streetlamp stands sentinel near the railing, contributing to the urban elegance. The camera movement is smooth and deliberate, establishing the spatial relationship between the bench, the statues, and the reflective glass building.",
+          "Continuing from the previous segment, the camera now sweeps rightward, circling behind the bench to capture the full expanse of the plaza. Reflections in the glass skyscraper shimmer with moving clouds and nearby structures, enhancing the sense of depth and dynamism. Additional benches and public amenities like trash bins appear in the background as the camera glides past them. The stone building with statues remains visible in the distance, anchoring the scene with historical gravitas. The red-and-white tiled pattern beneath the bench becomes more prominent as the camera lowers slightly, emphasizing texture and geometry.",
+          "Finally, the camera completes its circular motion around the black metal bench, returning to a frontal perspective. It tilts upward briefly to re-emphasize the towering glass skyscraper and its mirrored reflections, then gently zooms in for a detailed close-up of the bench’s craftsmanship — its curved armrests and slatted back — set against the backdrop of the stone building with statues and the expansive plaza. The lighting remains bright and natural, suggesting midday, and the entire sequence maintains a serene, almost meditative rhythm, underscoring the harmony between classical and contemporary urban design elements."
+        ],
+        "level_3": [
+          "0-20%: The video starts with a static wide shot of a black metal bench centered on a red-and-white tiled plaza floor. Behind it, a modern glass skyscraper reflects the blue sky and surrounding buildings. To the left, a stone building with large columns and stone lion statues is partially visible. A balustrade railing runs along the edge of the plaza, separating it from the street below. The camera begins a slow leftward pan, bringing the stone lion statues into full view atop their pedestals beside the grand stone building. The balustrade railing extends across the frame, and a classic streetlamp appears near the railing’s corner. The red-and-white tile pattern dominates the foreground, creating strong visual lines that guide the eye toward the architectural elements.",
+          "20-40%: Continuing the leftward pan, the camera reveals more of the stone building’s façade and the full majesty of the lion statues. Reflections in the glass skyscraper shift subtly as the camera moves, showing distorted images of nearby buildings and clouds. The black metal bench remains centered in the lower third of the frame, serving as a visual anchor throughout the movement. The camera now begins to arc around the back of the bench, shifting perspective to reveal the opposite side of the plaza. More benches and trash receptacles come into view, arranged symmetrically along the balustrade. The glass skyscraper looms overhead, its reflective surface capturing dynamic sky patterns. The stone building with statues is now visible in the background, maintaining continuity.",
+          "40-60%: As the camera continues its circular motion, it captures the interplay of light and shadow on the red-and-white tiled floor. The black metal bench is now viewed from behind, its slats and ornate legs clearly visible. Reflections in the glass building become more pronounced, showing the movement of clouds and the silhouette of distant towers. The balustrade railing curves gracefully along the plaza’s edge. The camera sweeps further right, completing more than half its circular path. The stone building with statues reappears in the distance, framed by the glass skyscraper’s reflection. A second streetlamp comes into view near the railing, echoing the first. The red-and-white tile pattern creates rhythmic diagonals across the frame, reinforcing the plaza’s geometric design.",
+          "60-80%: Now nearing the end of its arc, the camera positions itself slightly to the right of the bench’s original front-facing angle. The black metal bench is again central, but now seen from a three-quarter rear perspective. The glass skyscraper fills the upper frame, its reflections shimmering with ambient light. The balustrade railing and stone lion statues remain visible in the periphery, ensuring visual cohesion. The camera tilts upward briefly to re-emphasize the towering glass skyscraper and its mirrored reflections, then begins to move back toward the initial frontal position, maintaining the circular trajectory and highlighting the contrast between classical stone architecture and sleek modern glass.",
+          "80-100%: Finally, the camera gently zooms in on the black metal bench, focusing on its intricate armrests and slatted back. The red-and-white tiled floor stretches out beneath it, while the glass skyscraper and stone building with statues form a layered backdrop. The lighting is bright and even, suggesting midday sun. The video ends with this intimate close-up, leaving the viewer with a sense of quiet urban beauty and architectural harmony."
+        ],
+        "level_4": [
+          "The video starts with a static wide shot of a black metal bench centered on a red-and-white tiled plaza floor. Behind it, a modern glass skyscraper reflects the blue sky and surrounding buildings. To the left, a stone building with large columns and stone lion statues is partially visible. A balustrade railing runs along the edge of the plaza, separating it from the street below.",
+          "The camera begins a slow leftward pan, bringing the stone lion statues into full view atop their pedestals beside the grand stone building. The balustrade railing extends across the frame, and a classic streetlamp appears near the railing’s corner. The red-and-white tile pattern dominates the foreground, creating strong visual lines that guide the eye toward the architectural elements.",
+          "Continuing the leftward pan, the camera reveals more of the stone building’s façade and the full majesty of the lion statues. Reflections in the glass skyscraper shift subtly as the camera moves, showing distorted images of nearby buildings and clouds. The black metal bench remains centered in the lower third of the frame, serving as a visual anchor throughout the movement.",
+          "The camera now begins to arc around the back of the bench, shifting perspective to reveal the opposite side of the plaza. More benches and trash receptacles come into view, arranged symmetrically along the balustrade. The glass skyscraper looms overhead, its reflective surface capturing dynamic sky patterns. The stone building with statues is now visible in the background, maintaining continuity.",
+          "As the camera continues its circular motion, it captures the interplay of light and shadow on the red-and-white tiled floor. The black metal bench is now viewed from behind, its slats and ornate legs clearly visible. Reflections in the glass building become more pronounced, showing the movement of clouds and the silhouette of distant towers. The balustrade railing curves gracefully along the plaza’s edge.",
+          "The camera sweeps further right, completing more than half its circular path. The stone building with statues reappears in the distance, framed by the glass skyscraper’s reflection. A second streetlamp comes into view near the railing, echoing the first. The red-and-white tile pattern creates rhythmic diagonals across the frame, reinforcing the plaza’s geometric design.",
+          "Now nearing the end of its arc, the camera positions itself slightly to the right of the bench’s original front-facing angle. The black metal bench is again central, but now seen from a three-quarter rear perspective. The glass skyscraper fills the upper frame, its reflections shimmering with ambient light. The balustrade railing and stone lion statues remain visible in the periphery, ensuring visual cohesion.",
+          "Finally, the camera gently zooms in on the black metal bench, focusing on its intricate armrests and slatted back. The red-and-white tiled floor stretches out beneath it, while the glass skyscraper and stone building with statues form a layered backdrop. The lighting is bright and even, suggesting midday sun. The video ends with this intimate close-up, leaving the viewer with a sense of quiet urban beauty and architectural harmony."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the black metal bench still centered in the frame when the camera returns to its starting position?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "bbf8c5ad205b3ac0f25a9da09048b54b1b47a2240e62b9635ac0de5fe7f1b118_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Are the stone lion statues visible to the right of the bench during the camera’s forward movement?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "bbf8c5ad205b3ac0f25a9da09048b54b1b47a2240e62b9635ac0de5fe7f1b118_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the black metal bench remain the same object throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507306"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the bench's role in the video?",
+          "options": [
+            "A. A transient decorative element",
+            "B. A focal point that remains consistent across views",
+            "C. An object that changes form with camera angle",
+            "D. A background element only visible briefly"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507341"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the bench’s shape change when viewed from behind versus the front?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507353"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "What feature of the bench must remain geometrically consistent during the camera arc?",
+          "options": [
+            "A. Its color",
+            "B. Its slatted back and curved armrests",
+            "C. Its position on the floor",
+            "D. Its reflection in glass"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507360"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the camera complete a 360-degree rotation around the bench?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507368"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What must be preserved when the camera returns to the original viewpoint?",
+          "options": [
+            "A. Only the bench’s appearance",
+            "B. The relative positions of the buildings and sky",
+            "C. The lighting direction and shadow patterns",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507375"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Do the reflections in the glass building show the correct surrounding environment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507382"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "Which of the following should appear in the glass building’s reflection when the camera pans left?",
+          "options": [
+            "A. The stone lion statues",
+            "B. The red-and-white tiled floor",
+            "C. The sky and adjacent buildings",
+            "D. The camera itself"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507389"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the stone building with lion statues reappear in the same state when seen again?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507396"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When the stone building reappears after occlusion, what must remain consistent?",
+          "options": [
+            "A. Its color and texture",
+            "B. The number and position of lion statues",
+            "C. Its relative distance from the bench",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507403"
+        },
+        {
+          "question": "Is the black metal bench still centered in the frame when the camera returns to its starting position?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "13",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Are the stone lion statues visible to the right of the bench during the camera’s forward movement?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "14",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the black metal bench remain the same object throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507306"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the bench's role in the video?",
+          "options": [
+            "A. A transient decorative element",
+            "B. A focal point that remains consistent across views",
+            "C. An object that changes form with camera angle",
+            "D. A background element only visible briefly"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507341"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Does the bench’s shape change when viewed from behind versus the front?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507353"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "What feature of the bench must remain geometrically consistent during the camera arc?",
+          "options": [
+            "A. Its color",
+            "B. Its slatted back and curved armrests",
+            "C. Its position on the floor",
+            "D. Its reflection in glass"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507360"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the camera complete a 360-degree rotation around the bench?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507368"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "What must be preserved when the camera returns to the original viewpoint?",
+          "options": [
+            "A. Only the bench’s appearance",
+            "B. The relative positions of the buildings and sky",
+            "C. The lighting direction and shadow patterns",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507375"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Do the reflections in the glass building show the correct surrounding environment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507382"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which of the following should appear in the glass building’s reflection when the camera pans left?",
+          "options": [
+            "A. The stone lion statues",
+            "B. The red-and-white tiled floor",
+            "C. The sky and adjacent buildings",
+            "D. The camera itself"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507389"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the stone building with lion statues reappear in the same state when seen again?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507396"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "When the stone building reappears after occlusion, what must remain consistent?",
+          "options": [
+            "A. Its color and texture",
+            "B. The number and position of lion statues",
+            "C. Its relative distance from the bench",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507403"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Does the reflection in the glass skyscraper show passing clouds and nearby buildings, as described in the prompt?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt explicitly states that reflections in the glass building’s facade include 'passing clouds and nearby architecture,' confirming that the reflected content matches real-world elements.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336768"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "Which of the following objects should be visible in the reflection of the glass skyscraper when the camera is positioned to the left of the bench?",
+          "options": [
+            "A. The black metal bench and the stone lion statues",
+            "B. Only the sky and clouds",
+            "C. The balustrade railing and streetlamp",
+            "D. The red-and-white tiled floor"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "From the left side of the bench, the stone lion statues and the bench itself are prominent in the scene; since the glass skyscraper reflects surrounding architecture, these elements should appear in the reflection. The prompt confirms reflections include nearby buildings and structures.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336807"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "Is the reflection of the stone building with lion statues visible in the glass skyscraper when the camera is on the right side of the bench?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "In Segment 6, the prompt notes that the stone building with statues reappears in the distance, framed by the glass skyscraper’s reflection. This indicates the reflection includes the stone building, matching its actual presence.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336817"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "multiple_choice",
+          "question": "When the camera is behind the bench, what should be reflected in the glass skyscraper?",
+          "options": [
+            "A. The front of the bench and the plaza entrance",
+            "B. The back of the bench and the stone building",
+            "C. The sky and clouds only",
+            "D. The balustrade railing and streetlamp"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The camera position behind the bench (Segment 5) faces toward the stone building and statues. Since the glass skyscraper reflects the environment opposite it, it should reflect the stone building and possibly the back of the bench, maintaining spatial accuracy.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336824"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "binary",
+          "question": "Does the reflection in the glass skyscraper include the classic streetlamp when the camera is near the left edge of the plaza?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The streetlamp appears near the railing during the leftward pan (Segment 2). Given its proximity to the reflective surface, it should be visible in the glass skyscraper’s reflection at that moment, consistent with the environment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336831"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "When the camera returns to a similar position after circling around the bench, does the reflection in the glass skyscraper remain consistent with earlier views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The camera completes a circular path and returns to a frontal perspective (Segment 7), where the same background elements—stone building, statues, and sky—are visible. The reflection must match prior scenes if the environment hasn't changed, ensuring temporal consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336841"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "If the sky changes from clear to cloudy between Segment 3 and Segment 8, how should the reflection in the glass skyscraper change?",
+          "options": [
+            "A. It should show more cloud movement and darker tones",
+            "B. It should remain unchanged as the sky was already cloudy",
+            "C. It should reflect only the bench and not the sky",
+            "D. It should mirror the interior of the building"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt describes moving clouds in the reflection, implying dynamic lighting. If the sky becomes cloudier, the reflection must update accordingly to maintain realism and temporal coherence.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336848"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Does the reflection of the stone lion statues remain visible in the glass skyscraper throughout the entire video sequence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The statues are only visible in certain camera angles (e.g., Segments 2–3 and 6–7). When the camera moves away from their line of sight, they should no longer appear in the reflection. Thus, their presence in the reflection is time-dependent.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336854"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "multiple_choice",
+          "question": "When the camera first sees the stone building with lion statues (Segment 2), and later sees it again in the background (Segment 4), what should be true about the reflection in the glass skyscraper?",
+          "options": [
+            "A. The reflection should show the same architectural details both times",
+            "B. The reflection should only show the bench",
+            "C. The reflection should show the sky but not the building",
+            "D. The reflection should be distorted differently due to camera angle"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The stone building remains structurally unchanged. If the camera returns to a similar viewing angle, the reflection should display consistent architectural features, assuming no environmental changes.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336861"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "binary",
+          "question": "Does the reflection in the glass skyscraper update when the camera moves past the trash receptacles in Segment 4?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "As the camera moves, new objects like trash bins enter the field of view. The reflective surface should incorporate them into the reflection when they come into alignment with the glass's orientation, ensuring temporal updates.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336868"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "As the camera pans left, does the reflection in the glass skyscraper shift to show the stone building and lion statues?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The camera’s leftward movement brings the stone building into view (Segment 2), so the reflection in the glass skyscraper should dynamically adjust to include this structure based on the changing viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336875"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "When the camera is directly behind the bench, which direction should the reflection in the glass skyscraper face?",
+          "options": [
+            "A. Toward the stone building with lion statues",
+            "B. Toward the street below the plaza",
+            "C. Toward the initial camera position",
+            "D. Toward the sky only"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "From behind the bench, the camera looks toward the stone building. The glass skyscraper reflects the environment opposite it, so it should reflect the stone building and its surroundings, aligning with the current viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336881"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "When the camera completes its circular motion and returns to the original position, does the reflection in the glass skyscraper show the same sky and building layout as at the start?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Returning to the initial position (Segment 8) means the same spatial relationship exists. Therefore, the reflection should mirror the original scene, maintaining viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336888"
+          }
+        },
+        {
+          "question_id": "38",
+          "type": "multiple_choice",
+          "question": "As the camera sweeps right from behind the bench, how should the reflection in the glass skyscraper change?",
+          "options": [
+            "A. It should show less of the stone building and more of the sky",
+            "B. It should reflect the bench’s back and the trash bins",
+            "C. It should show the streetlamp and railing clearly",
+            "D. It should remain static regardless of camera movement"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Sweeping right reduces the visibility of the stone building and increases exposure to open sky. The reflection should adapt to this shift in perspective, showing a broader sky view and less of the building.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336894"
+          }
+        },
+        {
+          "question_id": "39",
+          "type": "binary",
+          "question": "Does the reflection in the glass skyscraper show the correct relative position of the black metal bench when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The bench is consistently centered or anchored in the frame across segments. Its reflection in the glass should appear in the correct location relative to the viewer’s position, preserving spatial logic.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336900"
+          }
+        },
+        {
+          "question_id": "40",
+          "type": "multiple_choice",
+          "question": "When the camera is at the far left of the plaza, which part of the environment should be most prominent in the glass skyscraper’s reflection?",
+          "options": [
+            "A. The red-and-white tiled floor",
+            "B. The stone lion statues and building",
+            "C. The sky and clouds only",
+            "D. The back of the bench"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "At the far left, the stone building and lion statues dominate the foreground. Their proximity and visibility mean they should be the most prominent elements in the reflection, reflecting the actual scene accurately.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336906"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_8b2495421084723ea2151e09fbb096adf682f541eb2a42c26ce57578b56d8a97"
+  },
+  {
+    "task_id": "mem_dl3dv_03b2e3fb03fd24c0aff0c5f90b57cb735d3ff9637aa549a2dc2f7bcdad5a040d",
+    "instance_id": "mem_dl3dv_03b2e3fb03fd24c0aff0c5f90b57cb735d3ff9637aa549a2dc2f7bcdad5a040d",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_03b2e3fb03fd24c0aff0c5f90b57cb735d3ff9637aa549a2dc2f7bcdad5a040d.mp4",
+      "total_frames": 350,
+      "fps": 15.0,
+      "duration_sec": 23.33,
+      "reference_image_path": "inference_img/mem_dl3dv_03b2e3fb03fd24c0aff0c5f90b57cb735d3ff9637aa549a2dc2f7bcdad5a040d_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle shot of a cozy, well-lit living room featuring a white metal ironing board positioned centrally in the frame, covered with a floral-patterned fabric. The camera slowly pans clockwise around the ironing board, revealing a beige sectional sofa adorned with a patterned blanket and multiple throw pillows to the left. Behind the sofa, a large flat-screen TV mounted on a black TV stand displays a vibrant cityscape scene. To the right, a matching beige armchair holds an orange pillow and sits beside a tall floor lamp near a window draped with sheer curtains. As the camera continues its circular motion, the kitchen counter becomes visible in the background through an open-plan layout, showing bar stools and modern appliances. On the wall above the sofa, several framed photos are neatly arranged. The camera tilts slightly upward and downward during the pan, emphasizing the ironing board’s structure and the decorative patterns on its cover. The movement is smooth and continuous, ensuring every landmark is captured: the TV displaying cityscape, black TV stand, beige sofa with patterned blanket, kitchen counter visible in background, armchair with orange pillow, wall-mounted framed photos, ironing board center frame, floor lamp near window, beige sectional sofa, and ironing board with floral-patterned cover. Finally, the camera completes its 360-degree orbit, returning to the initial angle, reinforcing the spatial relationships and symmetry of the room while maintaining consistent lighting and depth throughout."
+        ],
+        "level_2": [
+          "The video begins with a slow clockwise pan around a central white metal ironing board covered with a floral-patterned fabric. In the first third, the camera reveals a beige sectional sofa with a patterned blanket and throw pillows to the left, while a large flat-screen TV on a black TV stand displays a cityscape behind it. A floor lamp stands near a window with sheer curtains to the far right, and wall-mounted framed photos line the wall above the sofa. The camera smoothly transitions, capturing the ironing board's position as the focal point while introducing the armchair with an orange pillow entering the frame from the right.",
+          "Continuing from the previous segment, the camera pans further clockwise, bringing the beige armchair with the orange pillow into full view alongside the floor lamp near the window. The kitchen counter becomes visible in the background through the open-plan layout, showing bar stools and modern appliances. The ironing board remains centered, its floral cover and structural legs clearly visible. The camera tilts slightly to emphasize the height and texture of the ironing board while maintaining visibility of the TV displaying the cityscape and the black TV stand beneath it. The beige sectional sofa remains partially in view on the left, anchoring the scene’s continuity.",
+          "Finally, the camera completes its circular motion, returning to the initial framing. The ironing board with its floral-patterned cover remains the centerpiece, now viewed from the opposite side. The beige sectional sofa reappears prominently on the left, its patterned blanket and pillows fully visible. The TV still displays the cityscape atop the black TV stand, and the wall-mounted framed photos remain in place above the sofa. The armchair with the orange pillow and the floor lamp near the window are now seen from behind, completing the spatial loop. The kitchen counter in the background is briefly revisited as the camera tilts slightly downward before stabilizing, ensuring all mandatory landmarks have been visually reinforced in their spatial context."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle shot focused on a white metal ironing board centered in the frame, covered with a floral-patterned fabric. To the left, a beige sectional sofa with a patterned blanket and throw pillows is partially visible. Behind it, a large flat-screen TV on a black TV stand displays a cityscape, and wall-mounted framed photos appear above the sofa. The camera begins a slow clockwise pan, tilting slightly upward to capture the top edge of the ironing board and the framed photos more clearly.",
+          "20-40%: Continuing the pan, the camera reveals more of the beige sectional sofa and the TV displaying the cityscape, with the black TV stand remaining visible beneath. The ironing board stays centered, its legs and floral cover detailed. The camera moves further clockwise, bringing a beige armchair with an orange pillow into view on the right, alongside a tall floor lamp near a window with sheer curtains. The kitchen counter in the background begins to come into view through the open-plan layout.",
+          "40-60%: The pan continues, now fully showcasing the armchair with the orange pillow and the floor lamp near the window; the kitchen counter in the background is clearly visible, showing bar stools and modern appliances. The ironing board remains the visual anchor, with its structure and floral cover prominent. The camera tilts slightly downward to emphasize the base of the ironing board and the carpeted floor. As the motion progresses, the beige sectional sofa reappears on the left, its patterned blanket and pillows visible again, and the TV and black TV stand are seen from a new angle, with the wall-mounted framed photos still in view above the sofa.",
+          "60-80%: The camera continues its circular motion, capturing the ironing board from a rear-three-quarter view. The kitchen counter remains visible in the background, and the armchair with the orange pillow is now seen from behind, while the floor lamp near the window stays in frame. The camera maintains steady focus on the ironing board’s floral cover and metallic legs. The pan nears completion, bringing the front of the ironing board back into view, with the beige sectional sofa dominating the left side of the frame, its patterned blanket and pillows clearly displayed. The TV on the black TV stand continues to show the cityscape, and the wall-mounted framed photos are once again aligned above the sofa.",
+          "80-100%: Finally, the camera returns to the initial starting angle, completing the 360-degree orbit. The ironing board with its floral-patterned cover is centered, flanked by the beige sectional sofa on the left and the armchair with the orange pillow on the right. The TV displaying the cityscape, black TV stand, kitchen counter in the background, floor lamp near the window, and wall-mounted framed photos are all visually reaffirmed in their spatial positions. The camera stabilizes after a slight downward tilt, ensuring full continuity and completeness of the scene with consistent lighting and depth."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle shot focused on a white metal ironing board centered in the frame, covered with a floral-patterned fabric. To the left, a beige sectional sofa with a patterned blanket and throw pillows is partially visible. Behind it, a large flat-screen TV on a black TV stand displays a cityscape. Wall-mounted framed photos appear above the sofa. The camera begins a slow clockwise pan.",
+          "Part 2/8: Continuing the pan, the camera reveals more of the beige sectional sofa and the TV displaying the cityscape. The black TV stand remains visible beneath. The ironing board stays centered, its legs and floral cover detailed. The camera angle tilts slightly upward, capturing the top edge of the ironing board and the framed photos more clearly.",
+          "Part 3/8: The camera moves further clockwise, bringing a beige armchair with an orange pillow into view on the right. A tall floor lamp near a window with sheer curtains appears beside the armchair. The ironing board remains central, its floral pattern prominent. The kitchen counter in the background begins to come into view through the open-plan layout.",
+          "Part 4/8: The pan continues, now fully showcasing the armchair with the orange pillow and the floor lamp near the window. The kitchen counter in the background is clearly visible, showing bar stools and modern appliances. The ironing board’s structure and floral cover remain the visual anchor. The camera tilts slightly down to emphasize the base of the ironing board and the carpeted floor.",
+          "Part 5/8: The camera pans further, now revealing the backside of the ironing board. The beige sectional sofa reappears on the left, its patterned blanket and pillows visible again. The TV displaying the cityscape and the black TV stand are seen from a new angle. The wall-mounted framed photos remain in view above the sofa.",
+          "Part 6/8: Continuing the circular motion, the camera captures the ironing board from a rear-three-quarter view. The kitchen counter is still visible in the background, and the armchair with the orange pillow is now seen from behind. The floor lamp near the window remains in frame. The camera maintains steady focus on the ironing board’s floral cover and metallic legs.",
+          "Part 7/8: The camera nears completion of its 360-degree orbit, bringing the front of the ironing board back into view. The beige sectional sofa dominates the left side of the frame, with its patterned blanket and pillows clearly displayed. The TV on the black TV stand continues to show the cityscape. The wall-mounted framed photos are once again aligned above the sofa.",
+          "Part 8/8: Finally, the camera returns to the initial starting angle, completing the circular pan. The ironing board with its floral-patterned cover is centered, flanked by the beige sectional sofa on the left and the armchair with the orange pillow on the right. The TV displaying the cityscape, black TV stand, kitchen counter in the background, floor lamp near the window, and wall-mounted framed photos are all visually reaffirmed in their spatial positions, ensuring full continuity and completeness of the scene."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the beige sofa with the patterned blanket still visible on the left side when the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "b347867d8528dbf70f534703ef3dbf118d3a315f9396c4b8b41db40136d776c9_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Are the wall-mounted framed photos visible above the sofa throughout the camera’s movement?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "b347867d8528dbf70f534703ef3dbf118d3a315f9396c4b8b41db40136d776c9_1_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the ironing board retain its white metal structure and floral-patterned cover throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:10.613791"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the ironing board's consistency across the video?",
+          "options": [
+            "A. The ironing board changes to wooden in later segments",
+            "B. The ironing board remains consistently white metal with floral cover",
+            "C. The floral pattern disappears in the final segment",
+            "D. The ironing board becomes transparent during the pan"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:10.613827"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the ironing board’s structure (legs, height) consistently depicted across all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:10.613839"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "What happens to the ironing board’s structure when viewed from behind in Part 6/8?",
+          "options": [
+            "A. It appears distorted",
+            "B. Its metallic legs remain visible",
+            "C. It collapses into a flat surface",
+            "D. It vanishes from view"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:10.613846"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the floral-patterned fabric on the ironing board appear consistent in texture and pattern across all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:10.613853"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "How is the ironing board’s cover described in the final segment?",
+          "options": [
+            "A. Plain white",
+            "B. Floral-patterned fabric",
+            "C. Blue checkered",
+            "D. Not visible"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:10.613860"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree pan and return to the initial framing?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:10.613867"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "What must be preserved at the end of the video to satisfy horizontal loop memory?",
+          "options": [
+            "A. Only the ironing board",
+            "B. All landmarks in their original positions",
+            "C. The camera tilt only",
+            "D. The lighting intensity"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:10.613873"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the kitchen counter remain consistent in appearance when revisited in the final segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:10.613880"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the initial view, what should be true about the background?",
+          "options": [
+            "A. It shows new objects not seen before",
+            "B. It matches the original layout",
+            "C. It is darker than before",
+            "D. It is partially obscured"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:10.613887"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_03b2e3fb03fd24c0aff0c5f90b57cb735d3ff9637aa549a2dc2f7bcdad5a040d"
+  },
+  {
+    "task_id": "mem_dl3dv_bafe35be4993582f4897ba101902ddf424b3c6c0e2b98d8ca8b40ba2814c535c",
+    "instance_id": "mem_dl3dv_bafe35be4993582f4897ba101902ddf424b3c6c0e2b98d8ca8b40ba2814c535c",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_bafe35be4993582f4897ba101902ddf424b3c6c0e2b98d8ca8b40ba2814c535c.mp4",
+      "total_frames": 421,
+      "fps": 15.0,
+      "duration_sec": 28.07,
+      "reference_image_path": "inference_img/mem_dl3dv_bafe35be4993582f4897ba101902ddf424b3c6c0e2b98d8ca8b40ba2814c535c_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a low-angle shot of a black office chair spinning slowly on a beige carpeted floor in a cozy living room. The chair is completely covered by a patterned fabric featuring large circles in shades of purple, beige, and white. As the chair rotates clockwise, the camera follows its motion, revealing more of the room: a beige sectional sofa draped with a gray blanket featuring leaf patterns, a red ergonomic office chair in the background near a window with sheer curtains, and a large flat-screen TV mounted on a black TV stand displaying a bright cityscape. A tall floor lamp stands beside the sofa, casting soft ambient light. The camera continues to orbit around the spinning chair, occasionally tilting upward to show the fabric billowing slightly as it turns, then dipping down to reveal the black five-star base and wheels rolling smoothly over the plush carpet. Continuing from this motion, the camera pans left to capture the full layout — including a small side table next to the sofa, framed pictures on the wall, and the TV stand’s sleek design with visible speakers and media devices. The chair keeps rotating, now offering views of the opposite wall where another armchair and shelving unit are visible. Finally, the camera moves closer, zooming in on the textured fabric as it swirls around the chair’s contours, then pulls back slightly to frame the entire scene once more — the spinning chair at center, surrounded by the warm domestic setting, with the cityscape still glowing on the TV screen and the red office chair and beige sofa anchoring the composition."
+        ],
+        "level_2": [
+          "The video begins with a close-up low-angle view of a black office chair spinning slowly on a beige carpeted floor. The chair is fully enveloped in a colorful patterned fabric with large circular motifs in purple, beige, and white. As the chair rotates clockwise, the camera orbits around it, gradually revealing the surrounding living room: a beige sectional sofa covered with a gray leaf-patterned blanket, a red ergonomic office chair positioned near a window with sheer curtains, and a large TV on a black TV stand displaying a vibrant cityscape. A floor lamp stands beside the sofa, contributing to the room’s warm lighting. The camera movement is smooth and continuous, tracking the chair’s rotation while keeping the background elements consistently in frame.",
+          "Continuing from the previous segment, the camera maintains its orbital path around the spinning chair, now capturing additional details of the environment. The black chair base and its five caster wheels are clearly visible as they glide across the carpet. The camera tilts downward briefly to emphasize the chair’s mechanics before rising again to show the TV screen’s cityscape and the black TV stand beneath it. The beige sectional sofa remains prominent in the background, along with the red ergonomic chair and the floor lamp. Framed artwork on the walls and a small side table next to the sofa become more noticeable as the camera circles. The patterned fabric continues to drape dynamically over the chair, catching light and shadow as it spins.",
+          "Finally, the camera moves in for a tighter shot of the fabric-covered chair as it completes its rotation, highlighting the texture and flow of the material. It then pulls back slightly to reframe the entire scene — the chair centered in the room, surrounded by the beige sectional sofa, the red office chair, and the TV on its black stand still displaying the cityscape. The carpeted flooring extends throughout the space, enhancing the cozy atmosphere. The camera lingers on this final composition, allowing viewers to absorb the full context: the interplay between the moving chair, the static furniture, and the ambient lighting from the floor lamp and TV screen. The video ends with the chair still gently rotating, the fabric softly swaying, and all mandatory landmarks — red office chair, TV displaying cityscape, carpeted floor, black TV stand, beige sofa with patterned blanket, TV on black stand, red ergonomic chair, floor lamp, carpeted flooring, patterned fabric covering chair, beige sectional sofa, black chair base and wheels — clearly present and visually cohesive."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle shot of a black office chair spinning slowly on a beige carpeted floor. The chair is entirely wrapped in a patterned fabric featuring large circles in purple, beige, and white. As the chair rotates clockwise, the camera begins orbiting it, revealing the background: a beige sectional sofa draped with a gray leaf-patterned blanket, a red ergonomic office chair near a window with sheer curtains, and a tall floor lamp beside the sofa casting soft ambient light.",
+          "20-40%: Continuing its orbital path, the camera reveals more of the room: a large flat-screen TV mounted on a black TV stand displaying a bright cityscape. The camera tilts downward to show the black five-star base and caster wheels gliding smoothly over the carpet, then rises again to reframe the TV screen and surrounding furniture. Framed pictures on the wall and a small side table next to the sofa become visible as the camera circles, while the patterned fabric billows slightly with each rotation.",
+          "40-60%: The camera moves closer, zooming in on the texture and flow of the fabric as it wraps around the chair’s contours, highlighting the interplay of colors and shapes. The rotation slows slightly, allowing appreciation of the material’s movement. In the periphery, the red office chair, beige sectional sofa, and floor lamp remain visible, anchoring the scene. The black TV stand with speakers and media devices is also clearly seen as the camera maintains its smooth tracking motion.",
+          "60-80%: Pulling back slightly, the camera captures a wider view of the living room, emphasizing the spatial relationship among the spinning chair, TV on its black stand, sofa, and red office chair. The floor lamp’s warm glow complements the ambient light from the TV screen. The camera then refocuses on the chair’s base and wheels, underscoring their smooth movement across the carpet, while the fabric continues to sway gracefully. Background elements—including the leaf-patterned blanket and framed wall art—remain consistently present.",
+          "80-100%: The camera frames the entire scene one final time: the spinning chair centered in the room, surrounded by the beige sectional sofa with blanket, red ergonomic chair, black TV stand displaying the cityscape, floor lamp, and carpeted flooring. All mandatory landmarks are cohesively integrated: black chair base and wheels, patterned fabric covering the chair, TV on black stand, red office chair, beige sofa, carpeted floor, and ambient lighting. The video ends with the chair still rotating gently and the fabric softly flowing."
+        ],
+        "level_4": [
+          "The video opens with a low-angle shot of a black office chair spinning slowly on a beige carpeted floor. The chair is entirely wrapped in a patterned fabric with large circles in purple, beige, and white. In the background, a beige sectional sofa with a gray leaf-patterned blanket is visible, along with a red ergonomic office chair near a window with sheer curtains. The camera begins to orbit the chair clockwise.",
+          "As the chair continues to rotate, the camera reveals more of the room: a large TV on a black TV stand displaying a bright cityscape. A tall floor lamp stands beside the sofa, illuminating the area. The camera tracks the chair’s motion closely, maintaining focus on the swirling fabric while keeping the red office chair and TV in the background.",
+          "The camera tilts downward, showing the black five-star base and caster wheels of the office chair gliding smoothly over the carpeted flooring. It then rises slightly to capture the TV screen’s cityscape again, emphasizing the contrast between the dynamic chair and the static urban image. The beige sectional sofa and red ergonomic chair remain anchored in the frame.",
+          "Continuing its orbit, the camera pans left to reveal a small side table beside the sofa and framed pictures hanging on the wall. The patterned fabric covering the chair billows slightly with each rotation. The black TV stand and its contents — including speakers and media devices — come into clearer view as the camera circles.",
+          "The camera moves closer to the chair, zooming in on the texture of the fabric as it wraps around the chair’s contours. The rotation slows slightly, allowing the viewer to appreciate the interplay of colors and shapes in the pattern. The red office chair and beige sofa remain visible in the periphery, grounding the scene.",
+          "Pulling back slightly, the camera captures a wider view of the living room, showing the spatial relationship between the spinning chair, the TV on its black stand, and the surrounding furniture. The floor lamp casts a warm glow, complementing the ambient light from the TV screen. The carpeted flooring extends throughout, adding to the room’s comfort.",
+          "The camera now focuses on the chair’s base and wheels again, emphasizing their smooth movement across the carpet. The patterned fabric continues to sway gracefully as the chair rotates. In the background, the red ergonomic chair and beige sectional sofa with its leaf-patterned blanket provide visual balance to the composition.",
+          "Finally, the camera frames the entire scene one last time: the spinning chair at center, the TV displaying the cityscape on its black stand, the beige sofa with blanket, the red office chair, the floor lamp, and the carpeted flooring. The black chair base and wheels are clearly visible, completing the visual narrative. The video ends with the chair still rotating gently, the fabric softly flowing, and all mandatory landmarks cohesively integrated into the frame."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "After the camera completes its rotation, is the beige sofa with the patterned blanket still visible in the same relative position to the chair?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "c7b29fb2cb296214d8eff84b56d6af9aa9b46dc382dc18aeaffa8b798a3ce701_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "When the camera tilts back up after focusing on the chair base, does the patterned fabric covering the chair reappear in the frame?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "c7b29fb2cb296214d8eff84b56d6af9aa9b46dc382dc18aeaffa8b798a3ce701_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "As the camera moves around the chair, does the red ergonomic chair remain consistently visible in the background?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "c7b29fb2cb296214d8eff84b56d6af9aa9b46dc382dc18aeaffa8b798a3ce701_2_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Is the floor lamp visible at multiple points during the camera's movement, confirming spatial continuity?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "c7b29fb2cb296214d8eff84b56d6af9aa9b46dc382dc18aeaffa8b798a3ce701_2_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the patterned fabric covering the chair remain consistent in color and design across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:36.373652"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the chair's appearance throughout the video?",
+          "options": [
+            "A. The chair changes color during rotation",
+            "B. The chair loses its fabric in later segments",
+            "C. The chair maintains the same patterned fabric throughout",
+            "D. The chair transforms into a different type of furniture"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:36.373685"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Is the texture of the fabric visible and consistent during close-up shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:36.373697"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What happens to the fabric texture during the zoom-in in Segment 5?",
+          "options": [
+            "A. It becomes pixelated",
+            "B. It shows detailed interplay of colors and shapes",
+            "C. It disappears",
+            "D. It changes pattern"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:36.373704"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree orbit around the chair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:36.373717"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "How does the final frame compare to the initial frame?",
+          "options": [
+            "A. The chair is in a different position",
+            "B. The background elements are rearranged",
+            "C. The scene returns to a similar composition",
+            "D. The lighting changes drastically"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:36.373724"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Do the framed pictures on the wall remain in the same location when the camera pans left?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:36.373732"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the area near the sofa, which element must be consistent?",
+          "options": [
+            "A. The blanket changes pattern",
+            "B. The side table remains in place",
+            "C. The floor lamp disappears",
+            "D. The carpet color shifts"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:36.373738"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_bafe35be4993582f4897ba101902ddf424b3c6c0e2b98d8ca8b40ba2814c535c"
+  },
+  {
+    "task_id": "mem_dl3dv_24a8010495c131df0a5adee79e0a26e7ca8d5782323c270578aa808413427164",
+    "instance_id": "mem_dl3dv_24a8010495c131df0a5adee79e0a26e7ca8d5782323c270578aa808413427164",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_24a8010495c131df0a5adee79e0a26e7ca8d5782323c270578aa808413427164.mp4",
+      "total_frames": 326,
+      "fps": 15.0,
+      "duration_sec": 21.73,
+      "reference_image_path": "inference_img/mem_dl3dv_24a8010495c131df0a5adee79e0a26e7ca8d5782323c270578aa808413427164_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a close-up, low-angle shot of an ornate brass wall sconce mounted against a textured, muted mauve wall. The sconce features two frosted glass lampshades, each shaped like an inverted bell with a slightly flared rim, glowing softly from within. At the apex of the central column is a leaf-like finial, delicately sculpted and gleaming under ambient light. The camera slowly tilts upward, revealing the full vertical structure of the sconce — its polished brass body adorned with ridged detailing and classical motifs. As the camera pans right, the curved decorative arm connecting the two lampshades comes into view, showcasing intricate horizontal grooves and fluted edges. The camera then circles back left, offering a dynamic perspective that emphasizes the symmetry and craftsmanship of the fixture. Continuing from this motion, the camera tilts downward slightly to reframe the lower portion of the sconce, highlighting the robust mounting plate and the elegant curvature of the arms extending outward. Finally, the camera pulls back slightly while rotating clockwise, capturing both lampshades in full profile as they cast a warm, diffused glow on the surrounding wall, ending with a centered composition that balances the leaf-like finial at the top, the frosted glass lampshades in the middle, and the brass decorative sconce arm anchoring the base — all elements clearly visible and harmoniously framed."
+        ],
+        "level_2": [
+          "The video starts with a low-angle close-up of an ornate brass wall sconce against a textured mauve wall. Two frosted glass lampshades glow softly, each shaped like an inverted bell. At the top of the central column is a leaf-like finial. The camera slowly tilts up, revealing the polished brass body with ridged detailing and classical motifs. The brass decorative sconce arm begins to come into view as the camera pans right.",
+          "Continuing from the previous segment, the camera completes its rightward pan, fully revealing the curved decorative arm connecting the two lampshades, showcasing its intricate horizontal grooves and fluted edges. The camera then begins to circle back left, emphasizing the symmetry of the fixture. It tilts downward slightly to reframe the lower portion, highlighting the robust mounting plate and the elegant curvature of the arms. The brass decorative sconce arm remains prominently featured throughout this motion.",
+          "Finally, the camera pulls back slightly while rotating clockwise, capturing both frosted glass lampshades in full profile as they cast a warm, diffused glow. The leaf-like finial at the top, the glowing lampshades in the center, and the brass decorative sconce arm anchoring the base are all clearly visible and harmoniously framed in the final centered composition, concluding the sequence with a balanced and detailed view of the entire fixture."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle close-up of an ornate brass wall sconce mounted against a textured mauve wall. The two frosted glass lampshades glow softly, shaped like inverted bells with flared rims. The leaf-like finial at the top of the central column is partially visible. The camera slowly tilts upward, bringing the leaf-like finial into full view — delicately sculpted and gleaming — while the polished brass body with ridged detailing becomes more prominent and the upper section of the brass decorative sconce arm begins to appear.",
+          "20-40%: Continuing the upward tilt, the camera reveals the full vertical structure of the sconce. The brass decorative sconce arm curves gracefully between the two lampshades, displaying intricate horizontal grooves and fluted edges. The frosted glass lampshades remain glowing and symmetrical. The camera then pans right, offering a side profile of the sconce; the brass decorative sconce arm is now fully visible, connecting the two lampshades with elegant curvature, and the texture of the mauve wall is subtly illuminated by the soft glow from the frosted glass lampshades.",
+          "40-60%: The camera begins to circle back left, repositioning to emphasize the symmetry of the fixture. The leaf-like finial at the top remains in frame, while the lower portion of the sconce — including the mounting plate and arm curvature — comes into focus. The camera then tilts downward slightly, reframing the lower half of the sconce. The robust mounting plate and the elegant curve of the brass decorative sconce arm are highlighted. The frosted glass lampshades continue to emit a warm, diffused light.",
+          "60-80%: The camera pulls back slightly while rotating clockwise, capturing both frosted glass lampshades in full profile. The leaf-like finial at the top and the brass decorative sconce arm anchoring the base are both clearly visible as the fixture glows warmly against the wall. This motion maintains the dynamic perspective that emphasizes symmetry and craftsmanship, with the glowing lampshades casting a warm, diffused glow on the surrounding wall.",
+          "80-100%: Finally, the camera settles into a centered, balanced composition. The leaf-like finial at the top, the glowing frosted glass lampshades in the middle, and the brass decorative sconce arm at the base are all harmoniously framed, concluding the video with a complete and detailed view of the ornate fixture. All elements — finial, lampshades, and decorative arm — are clearly visible and balanced within the frame."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle close-up of an ornate brass wall sconce mounted against a textured mauve wall. The two frosted glass lampshades glow softly, shaped like inverted bells with flared rims. The leaf-like finial at the top of the central column is partially visible.",
+          "Part 2/8: The camera slowly tilts upward, bringing the leaf-like finial into full view — delicately sculpted and gleaming. The polished brass body with ridged detailing becomes more prominent, and the upper section of the brass decorative sconce arm begins to appear.",
+          "Part 3/8: Continuing the upward tilt, the camera reveals the full vertical structure of the sconce. The brass decorative sconce arm curves gracefully between the two lampshades, displaying intricate horizontal grooves and fluted edges. The frosted glass lampshades remain glowing and symmetrical.",
+          "Part 4/8: The camera pans right, offering a side profile of the sconce. The brass decorative sconce arm is now fully visible, connecting the two lampshades with elegant curvature. The texture of the mauve wall is subtly illuminated by the soft glow from the frosted glass lampshades.",
+          "Part 5/8: The camera begins to circle back left, repositioning to emphasize the symmetry of the fixture. The leaf-like finial at the top remains in frame, while the lower portion of the sconce — including the mounting plate and arm curvature — comes into focus.",
+          "Part 6/8: The camera tilts downward slightly, reframing the lower half of the sconce. The robust mounting plate and the elegant curve of the brass decorative sconce arm are highlighted. The frosted glass lampshades continue to emit a warm, diffused light.",
+          "Part 7/8: The camera pulls back slightly while rotating clockwise, capturing both frosted glass lampshades in full profile. The leaf-like finial at the top and the brass decorative sconce arm anchoring the base are both clearly visible as the fixture glows warmly against the wall.",
+          "Part 8/8: Finally, the camera settles into a centered, balanced composition. The leaf-like finial at the top, the glowing frosted glass lampshades in the middle, and the brass decorative sconce arm at the base are all harmoniously framed, concluding the video with a complete and detailed view of the ornate fixture."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Does the leaf-like finial at the top of the sconce reappear in view when the camera tilts back up?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "d29560044b6c223d2fb866505b5be076d0b7c17ef879bc5484bcdae8815af353_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the leaf-like finial remain consistently identified as part of the central column throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:25.684057"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which component is introduced gradually and must be recognized as the same element across segments?",
+          "options": [
+            "A. The textured mauve wall",
+            "B. The leaf-like finial",
+            "C. The camera movement",
+            "D. The ambient lighting"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:25.684093"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the curvature of the decorative arm described consistently across different viewing angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:25.684105"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What aspect of the sconce's design must remain unchanged despite changing camera perspectives?",
+          "options": [
+            "A. The color of the wall",
+            "B. The number of lampshades",
+            "C. The fluted edge pattern",
+            "D. The light intensity"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:25.684112"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Are intricate surface details like horizontal grooves and fluted edges mentioned in multiple segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:25.684120"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which detail is emphasized as a key feature of the sconce’s craftsmanship?",
+          "options": [
+            "A. The warm glow",
+            "B. The brass color",
+            "C. The horizontal grooves",
+            "D. The wall texture"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:25.684126"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera move in a way that requires remembering a previously traversed path?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:25.684133"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "Which motion suggests the need for path retracing memory?",
+          "options": [
+            "A. Tilt up",
+            "B. Pan right",
+            "C. Circle back left",
+            "D. Pull back"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:25.684139"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is the background wall described as consistent across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:25.684147"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "What happens to the background when the camera pulls back in the final segment?",
+          "options": [
+            "A. It changes color",
+            "B. It becomes blurred",
+            "C. It remains textured and muted mauve",
+            "D. It disappears"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:25.684153"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_24a8010495c131df0a5adee79e0a26e7ca8d5782323c270578aa808413427164"
+  },
+  {
+    "task_id": "mem_dl3dv_2bc47d6e9895d593b3537d9b2e7f189b9a8604eda114442b8fab0e6fbbc8856d",
+    "instance_id": "mem_dl3dv_2bc47d6e9895d593b3537d9b2e7f189b9a8604eda114442b8fab0e6fbbc8856d",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_2bc47d6e9895d593b3537d9b2e7f189b9a8604eda114442b8fab0e6fbbc8856d.mp4",
+      "total_frames": 378,
+      "fps": 15.0,
+      "duration_sec": 25.2,
+      "reference_image_path": "inference_img/mem_dl3dv_2bc47d6e9895d593b3537d9b2e7f189b9a8604eda114442b8fab0e6fbbc8856d_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, low-to-the-ground shot of a cozy living room centered on a white metal ironing board with a laundry basket perched atop it. The camera slowly rotates clockwise around the ironing board, revealing beige leather sofas arranged in a U-shape, each adorned with patterned throw pillows and scattered clothing. In the background, a large flat-screen TV on a black stand displays a bright outdoor scene; to its left sits a blue exercise ball near a black side table. A tall floor lamp stands beside one sofa, casting warm light. Behind the TV, a wall is decorated with multiple framed pictures of varying sizes. To the far right, a curtained window filters daylight into the room. As the camera continues its circular motion, it dips lower, passing under the ironing board’s legs, offering an up-close view of the carpeted floor and the underside of the board. It then rises slightly, capturing the laundry basket swaying gently as the rotation persists. The camera pans upward briefly to show the ceiling before tilting back down to complete the circle, ending with a stable medium shot that frames the entire arrangement: ironing board central, sofas flanking, TV and exercise ball visible, framed wall art above, and curtains softly diffusing light from the window — all while maintaining smooth, continuous motion throughout."
+        ],
+        "level_2": [
+          "The video starts with a low-angle rotating shot around a white ironing board topped with a laundry basket, positioned in the center of a beige-carpeted living room. Beige sofas with decorative pillows and scattered laundry flank the board. In the background, a large TV on a black stand shows a nature scene; nearby, a blue exercise ball rests beside a black side table. A floor lamp illuminates the corner, and a wall covered in framed pictures looms behind the TV. A curtained window allows soft daylight to enter from the right. The camera moves smoothly clockwise, gradually revealing more of the room’s layout and furnishings.",
+          "Continuing from the initial rotation, the camera lowers its angle and passes beneath the ironing board’s legs, showing the textured carpet and structural supports. As it rises again, the laundry basket wobbles slightly due to the movement. The view sweeps past the sofas, catching glimpses of the TV screen, the blue exercise ball, and the black side table. The camera tilts upward momentarily to reveal the ceiling before descending again, keeping the ironing board as the focal point while showcasing the surrounding decor: framed wall art, floor lamp, and curtained window remain consistently visible as the camera completes half its orbit.",
+          "Finally, the camera continues its clockwise rotation, now completing the full circle around the ironing board. The perspective shifts subtly to emphasize the spatial relationship between the central board and the surrounding elements — sofas, TV on black stand, blue exercise ball, black side table, floor lamp, and wall of framed pictures. The curtained window remains visible on the right, contributing ambient lighting. The camera stabilizes at the end, offering a balanced, symmetrical composition that captures the entire scene: ironing board centered, laundry basket atop, furniture arranged neatly, and all mandatory landmarks clearly present in their respective positions, concluding with a steady, immersive view of the living room."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle, wide shot centered on a white ironing board with a laundry basket resting on top, situated in the middle of a beige-carpeted living room. Beige sofas with patterned pillows are visible on either side. In the background, a TV on a black stand displays a nature scene; a blue exercise ball is partially visible next to a black side table. A floor lamp stands near one sofa, and a wall with framed pictures is seen behind the TV. A curtained window allows daylight to filter in from the right. The camera begins a slow clockwise rotation around the ironing board, revealing more of the left sofa and the black side table beside the blue exercise ball, while the TV screen shows changing outdoor scenery and the wall of framed pictures comes into clearer focus.",
+          "20-40%: Continuing the clockwise rotation, the camera now faces the back wall directly: the framed pictures dominate the upper portion of the frame, with the TV on its black stand centered below them; the ironing board and laundry basket remain in the foreground, slightly off-center. The beige sofas curve around the space, and the blue exercise ball is fully visible beside the black side table; the floor lamp casts a gentle glow on the adjacent sofa. As the rotation proceeds, the camera lowers its angle significantly, dipping beneath the ironing board’s legs to capture the texture of the beige carpet and the metallic structure of the board’s support, with the laundry basket hanging above and partially obscuring the view; glimpses of the sofas, TV, and exercise ball appear through gaps between the legs.",
+          "40-60%: Rising slightly from beneath the board, the camera continues its clockwise sweep, capturing the laundry basket swaying gently as it passes over the ironing board’s surface; the view includes the front-facing sofa, the TV on its black stand, and the blue exercise ball beside the black side table. The wall of framed pictures remains visible behind the TV, and the floor lamp’s shade is now in frame, casting a warm pool of light on the adjacent cushion. The curtained window stays visible on the right edge, contributing ambient lighting, while the ironing board remains the visual anchor and the laundry basket appears slightly tilted due to the camera’s motion.",
+          "60-80%: The camera tilts upward briefly, revealing the ceiling and the top edges of the framed pictures, before descending again to resume its circular path. The ironing board remains central, with the laundry basket appearing more stable now; the curtained window reappears prominently on the right, and the arrangement of the beige sofas frames the scene symmetrically. The black side table and blue exercise ball are consistently positioned in the mid-ground, and the floor lamp’s pole and base are visible on the left. The perspective emphasizes the depth of the room, with sunlight streaming through the sheer curtains illuminating the carpet, and the TV screen flickers with motion.",
+          "80-100%: Completing the full rotation, the camera stabilizes into a medium shot that mirrors the opening frame but from a slightly adjusted angle. The ironing board with the laundry basket is centered, surrounded by the beige sofas, TV on black stand, blue exercise ball, black side table, floor lamp, and wall of framed pictures; the curtained window provides soft backlighting. All mandatory landmarks are clearly visible and spatially consistent, concluding the video with a calm, composed view of the entire living room, maintaining smooth, continuous motion throughout."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle, wide shot centered on a white ironing board with a laundry basket resting on top, situated in the middle of a beige-carpeted living room. Beige sofas with patterned pillows are visible on either side. In the background, a TV on a black stand displays a nature scene. A blue exercise ball is partially visible next to a black side table. A floor lamp stands near one sofa, and a wall with framed pictures is seen behind the TV. A curtained window allows daylight to filter in from the right.",
+          "Part 2/8: The camera begins a slow clockwise rotation around the ironing board. As it turns, the view reveals more of the left sofa and the black side table next to the blue exercise ball. The TV screen remains visible, displaying changing outdoor scenery. The floor lamp’s base becomes more prominent, and the wall of framed pictures comes into clearer focus. The curtained window stays in frame on the right edge, maintaining consistent ambient lighting.",
+          "Part 3/8: Continuing its rotation, the camera now faces the back wall directly. The framed pictures dominate the upper portion of the frame, while the TV on its black stand remains centered below them. The ironing board and laundry basket stay in the foreground, slightly off-center. The beige sofas curve around the space, and the blue exercise ball is now fully visible beside the black side table. The floor lamp casts a gentle glow on the adjacent sofa.",
+          "Part 4/8: The camera rotates further, now showing the right-side sofa and the curtained window more prominently. Sunlight streams through the sheer curtains, illuminating the carpet. The ironing board remains central, but the perspective emphasizes the depth of the room. The TV screen flickers with motion, and the laundry basket atop the board appears slightly tilted due to the camera’s motion. The black side table and blue exercise ball are still visible in the mid-ground.",
+          "Part 5/8: The camera lowers its angle significantly, dipping beneath the ironing board’s legs to capture the texture of the beige carpet and the metallic structure of the board’s support. The laundry basket hangs above, partially obscuring the view. Through the gaps between the legs, glimpses of the sofas, TV, and exercise ball can be seen. The floor lamp’s pole and base are visible on the left, while the curtained window glows softly in the background.",
+          "Part 6/8: Rising slightly, the camera continues its clockwise sweep, now capturing the laundry basket swaying gently as it passes over the ironing board’s surface. The view includes the front-facing sofa, the TV on its black stand, and the blue exercise ball beside the black side table. The wall of framed pictures remains visible behind the TV. The floor lamp’s shade is now in frame, casting a warm pool of light on the adjacent cushion.",
+          "Part 7/8: The camera tilts upward briefly, revealing the ceiling and the top edges of the framed pictures, before descending again to resume its circular path. The ironing board remains the visual anchor, with the laundry basket appearing more stable now. The curtained window reappears on the right, and the arrangement of the beige sofas frames the scene symmetrically. The black side table and blue exercise ball are consistently positioned in the mid-ground.",
+          "Part 8/8: Completing the full rotation, the camera stabilizes into a medium shot that mirrors the opening frame but from a slightly adjusted angle. The ironing board with the laundry basket is centered, surrounded by the beige sofas, TV on black stand, blue exercise ball, black side table, floor lamp, and wall of framed pictures. The curtained window provides soft backlighting. All mandatory landmarks are clearly visible and spatially consistent, concluding the video with a calm, composed view of the entire living room."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the TV on the black stand visible in the background during both the initial and final frames of the rotational sequence?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "d14257fc3a488653f18f1188bf4153d7e31dcf4abe4393164f2dcfd9f8add41f_0_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the ironing board retain its white metal identity throughout the entire rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.532979"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which object is consistently described as 'blue' and located next to a black side table?",
+          "options": [
+            "A. Exercise ball",
+            "B. Ironing board",
+            "C. Floor lamp",
+            "D. TV stand"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533012"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the ironing board’s metallic frame consistently depicted as stable and structurally coherent during the under-board shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533025"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "When the camera passes under the ironing board, what should be preserved about its structure?",
+          "options": [
+            "A. Color only",
+            "B. Shape and support configuration",
+            "C. Texture alone",
+            "D. Lighting effect"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533032"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "After passing under the ironing board, do the sofas and TV reappear in their original spatial positions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533039"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the video conclude with a view that matches the initial wide-angle setup, albeit slightly adjusted?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533047"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What kind of camera motion is required to complete the scene’s full traversal?",
+          "options": [
+            "A. Linear dolly",
+            "B. 360-degree rotation",
+            "C. Zoom-in",
+            "D. Vertical tilt"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533053"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the camera tilt upward to reveal the ceiling before resuming its circular path?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533060"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "When the camera completes the rotation, do the background elements like the TV and wall art reappear in their original positions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533068"
+        },
+        {
+          "question": "Is the TV on the black stand visible in the background during both the initial and final frames of the rotational sequence?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "11",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Does the ironing board retain its white metal identity throughout the entire rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.532979"
+        },
+        {
+          "question_id": "13",
+          "type": "multiple_choice",
+          "question": "Which object is consistently described as 'blue' and located next to a black side table?",
+          "options": [
+            "A. Exercise ball",
+            "B. Ironing board",
+            "C. Floor lamp",
+            "D. TV stand"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533012"
+        },
+        {
+          "question_id": "14",
+          "type": "binary",
+          "question": "Is the ironing board’s metallic frame consistently depicted as stable and structurally coherent during the under-board shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533025"
+        },
+        {
+          "question_id": "15",
+          "type": "multiple_choice",
+          "question": "When the camera passes under the ironing board, what should be preserved about its structure?",
+          "options": [
+            "A. Color only",
+            "B. Shape and support configuration",
+            "C. Texture alone",
+            "D. Lighting effect"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533032"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "After passing under the ironing board, do the sofas and TV reappear in their original spatial positions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533039"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Does the video conclude with a view that matches the initial wide-angle setup, albeit slightly adjusted?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533047"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "What kind of camera motion is required to complete the scene’s full traversal?",
+          "options": [
+            "A. Linear dolly",
+            "B. 360-degree rotation",
+            "C. Zoom-in",
+            "D. Vertical tilt"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533053"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the camera tilt upward to reveal the ceiling before resuming its circular path?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533060"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "When the camera completes the rotation, do the background elements like the TV and wall art reappear in their original positions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533068"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the reflection in any mirror or reflective surface show the same objects as are present in the actual living room environment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt does not mention any mirror, glass, or reflective surface. Therefore, there is no reflection content to evaluate for consistency with real-world objects.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990246"
+          }
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "If a mirror were present in the scene and reflected the ironing board, which objects should appear in its reflection based on the environment described?",
+          "options": [
+            "A. The blue exercise ball and black side table only",
+            "B. The TV screen showing nature, framed pictures, and the curtained window",
+            "C. The ceiling and floor lamp base",
+            "D. The laundry basket and beige sofas"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Since the ironing board is central and the camera rotates around it, a mirror facing it would reflect nearby objects like the laundry basket and the surrounding sofas. The other options include elements that may not be visible from a direct reflection of the ironing board's position.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990287"
+          }
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Would a reflective surface positioned near the ironing board show the wall of framed pictures behind the TV?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Given that the camera captures the framed pictures clearly from multiple angles, including when facing the back wall, a mirror placed in front of the ironing board could reflect this area if angled correctly. Thus, the content of the reflection would include those pictures.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990298"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "Which object would NOT logically appear in a reflection of the left sofa if the mirror were placed opposite it?",
+          "options": [
+            "A. The blue exercise ball",
+            "B. The black side table",
+            "C. The TV screen",
+            "D. The floor lamp"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The TV is located behind the ironing board and further back in the room; from a mirror placed opposite the left sofa, the TV would likely be out of view or not directly reflected unless the mirror was angled specifically toward it. The other items are adjacent to or near the left sofa and would be more likely to appear.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990305"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "If a mirror reflects the ironing board from a low angle, would it show the underside of the board’s legs?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "A mirror reflecting the ironing board from a low angle would show the top surface and surroundings, not the underside of the legs. The underside is only visible when the camera passes beneath the board, but mirrors reflect what is in front of them, not below.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990312"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "If a mirror appears in Segment 1 and reappears in Segment 5, would it reflect the same room layout as seen earlier?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The environment remains static throughout the video — no changes occur in furniture placement or lighting. Thus, if a mirror were present at both times, its reflection would remain consistent across segments unless the camera or mirror position changed significantly.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990322"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "When the camera returns to a similar position in Segment 8 as in Segment 1, would the reflection in a mirror (if present) show the same spatial arrangement?",
+          "options": [
+            "A. Yes, because the environment hasn't changed",
+            "B. No, because the lighting has shifted",
+            "C. No, because the laundry basket moved",
+            "D. Yes, because the camera angle is identical"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt indicates no environmental changes between the start and end. Lighting is described as consistent (soft daylight), and the laundry basket is said to sway slightly but not move permanently. Therefore, a mirror would reflect the same scene at both points.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990329"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Would the reflection in a mirror change over time if the TV screen displays different outdoor scenes?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The TV screen is described as displaying a 'bright outdoor scene' and later 'changing outdoor scenery'. If a mirror reflects the TV, the reflection would update dynamically to match the changing content, maintaining temporal consistency with the actual display.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990335"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "Suppose a mirror reflects the TV screen during Segment 2. By Segment 6, when the TV still shows motion, would the reflection show updated content?",
+          "options": [
+            "A. No, because mirrors don’t update over time",
+            "B. Yes, because the TV content is dynamic",
+            "C. No, because the camera angle changed",
+            "D. Yes, because the mirror is fixed"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The TV screen is described as showing changing outdoor scenery, meaning it updates over time. A mirror reflecting it would also show these updates, assuming the mirror remains in place and the reflection includes the screen.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990342"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "If a mirror reflects the laundry basket at the beginning and then again after the camera passes under the board, would the reflection show the basket swaying?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt states the basket 'sways gently' during the rotation. If a mirror captures the basket during that motion, the reflection must also depict the movement to maintain temporal consistency with the actual environment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990349"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "binary",
+          "question": "As the camera moves from a low angle under the ironing board to a higher angle above it, would the reflection in a mirror show the correct perspective shift?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "A mirror’s reflection depends on the viewer’s viewpoint. As the camera rises, the mirror would reflect the scene from that new vantage point, showing appropriate changes such as more of the ceiling or less of the floor, maintaining viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990356"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "multiple_choice",
+          "question": "If a mirror is mounted on the wall facing the ironing board, how would its reflection change as the camera circles around the board?",
+          "options": [
+            "A. It would always show the same view regardless of camera position",
+            "B. It would show the ironing board from a fixed angle",
+            "C. It would reflect the moving camera and surrounding environment differently at each point",
+            "D. It would only reflect the TV screen"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Mirrors reflect the scene in front of them. As the camera moves around the ironing board, the relative position of objects in the mirror's field of view changes. Thus, the reflection would update dynamically with the camera's movement, showing different parts of the room depending on the angle.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990363"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "When the camera tilts upward in Segment 7 to show the ceiling, would a mirror on the floor reflect the ceiling as well?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "A mirror placed on the floor would reflect the ceiling if the camera is looking up at it. Since the camera tilts upward, the mirror’s reflection would include the ceiling, matching the actual environment’s vertical orientation.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990369"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "If a mirror reflects the right-side sofa and curtained window during Segment 4, what would it show when the camera reaches Segment 8 and faces the same direction?",
+          "options": [
+            "A. Only the ironing board",
+            "B. The same sofa and window, but with slight lighting differences",
+            "C. The left sofa instead",
+            "D. The ceiling"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Segment 8 mirrors the opening shot with a slightly adjusted angle, but the right-side sofa and window remain visible. A mirror in that location would reflect the same elements, possibly with minor lighting shifts due to ambient light, but overall consistent with prior views.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990375"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "Would a mirror placed beside the ironing board reflect the black side table and blue exercise ball when the camera is on the opposite side of the room?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "If the mirror is positioned to face the side of the room where the black side table and blue exercise ball are located, it would reflect them regardless of the camera’s position, provided the line of sight is unobstructed. The reflection depends on mirror orientation, not camera position.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990381"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_2bc47d6e9895d593b3537d9b2e7f189b9a8604eda114442b8fab0e6fbbc8856d"
+  },
+  {
+    "task_id": "mem_dl3dv_219237c0e9ae17a757ec6c8abc43e5946ba680e534f76477002ba47bd2c314b7",
+    "instance_id": "mem_dl3dv_219237c0e9ae17a757ec6c8abc43e5946ba680e534f76477002ba47bd2c314b7",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_219237c0e9ae17a757ec6c8abc43e5946ba680e534f76477002ba47bd2c314b7.mp4",
+      "total_frames": 325,
+      "fps": 15.0,
+      "duration_sec": 21.67,
+      "reference_image_path": "inference_img/mem_dl3dv_219237c0e9ae17a757ec6c8abc43e5946ba680e534f76477002ba47bd2c314b7_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, slow-panning shot moving clockwise inside a modern, brightly lit exhibition hall or retail space with light wood flooring and recessed ceiling lights. At the center of the room is a large, sculptural white display unit with curved, layered tiers, softly illuminated from below. On top of this central display are several white product boxes and two blue-and-white branded bags resting on the lower tier. The back wall features a large banner with elegant Chinese calligraphy reading '让生活有味' (Let life have flavor), above which hangs a dark wooden sign with gold characters '汇聚千年甲天下'. To the left of the central display, tall wooden shelves mounted against the wall hold neatly arranged framed items or certificates. As the camera continues its smooth circular pan to the right, it reveals more wall displays with posters and product information, including a prominent red and white wall panel featuring a stylized sailboat graphic and vertical Chinese text '自强不息 永不满足' (Self-improvement never ceases, never satisfied). Further along the right wall, additional shelving units display products under warm lighting. The camera then moves toward the far end of the room, revealing glass doors with metal frames leading to another area, flanked by more promotional banners. The camera completes its loop, returning to face the central display from a slightly different angle, showing the full spatial layout once again — including the central white display with blue bags, the wooden shelves on the left wall, the red and white sailboat panel on the right, and the glass doors at the far end — all under consistent bright ambient lighting, creating a clean, professional, and inviting atmosphere."
+        ],
+        "level_2": [
+          "The video begins with a wide, slow clockwise pan inside a spacious, well-lit interior with polished wood floors and recessed ceiling lights. The central focus is a sculptural white multi-tiered display unit, softly lit from beneath, holding white product boxes and two blue-and-white branded bags. Behind it, a large wall banner reads '让生活有味' in elegant script, topped by a wooden sign with gold characters '汇聚千年甲天下'. To the left, tall wooden shelves house framed certificates or awards. The camera begins its arc, revealing part of the right wall with informational posters and the edge of a red and white panel featuring a sailboat graphic.",
+          "Continuing the clockwise pan, the camera now fully reveals the red and white wall panel with the sailboat graphic and vertical Chinese text '自强不息 永不满足'. Adjacent to it are more display shelves filled with products and promotional materials under warm spotlights. The camera glides smoothly past these exhibits, maintaining a steady height and pace, gradually turning toward the far end of the hall. Glass doors with metallic frames come into view, flanked by additional banners and signage. The central white display remains visible in the background as the camera's perspective shifts, emphasizing the depth and symmetry of the space.",
+          "Finally, the camera completes its circular motion, returning to a frontal view of the central white display with the blue bags prominently placed. The wooden shelves on the left wall are once again in frame, along with the full expanse of the back wall banner and overhead sign. The glass doors at the far end are now clearly visible behind the display, anchoring the composition. The lighting remains consistently bright and even throughout, highlighting the clean lines and curated presentation of the space. The entire sequence loops seamlessly, offering a comprehensive 360-degree tour of the exhibition hall’s key visual elements: the central display, the branded banners, the sailboat panel, the wooden shelves, and the exit doors."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a wide shot centered on a modern, white, multi-tiered sculptural display unit illuminated from below, situated in the middle of a spacious room with light wood flooring. Behind it, a large wall banner displays the Chinese phrase '让生活有味' in elegant script, above which hangs a dark wooden sign with gold lettering '汇聚千年甲天下'. To the left, wooden shelves hold framed items. The camera begins a slow clockwise pan, revealing the left side of the room under bright recessed ceiling lights; two blue-and-white branded bags are visible on the lower tier of the central display as the pan progresses.",
+          "20-40%: Continuing the clockwise pan, the camera moves past the left wall’s wooden shelves and fully reveals the right side of the room. The red and white wall panel featuring a stylized sailboat graphic and vertical Chinese text '自强不息 永不满足' comes into full view. Adjacent to it, more wall-mounted displays showcase products under warm accent lighting; the central white display remains partially visible in the foreground. The camera maintains a smooth, steady rotation, exposing additional shelving units filled with neatly arranged products and promotional materials along the right wall.",
+          "40-60%: As the pan progresses further along the right wall, the red and white sailboat panel recedes into the background. The camera turns toward the far end of the hall, where glass doors with metallic frames become clearly visible, flanked by additional banners and informational posters. The central white display is now seen from the side, its illuminated base casting soft shadows on the wood floor, and remains visible in the distant background, framed between the glass doors and the right wall.",
+          "60-80%: The camera continues its rotation past the glass doors and begins to reveal the left wall again. The central white display reappears more prominently in the frame, with the blue-and-white branded bags clearly visible on its lower tier; the wooden shelves on the left wall, previously seen at the start, come back into view. The '让生活有味' banner and overhead sign are once again legible behind the central display, and the red and white sailboat panel is now visible on the far right, reinforcing the circular nature of the movement.",
+          "80-100%: Finally, the camera completes its 360-degree clockwise rotation, returning to a near-identical starting position — facing the central white display with blue bags, the wooden shelves on the left, the red and white sailboat panel on the right, and the glass doors at the far end visible behind the display. The lighting remains consistently bright and even throughout, highlighting the clean lines and curated presentation of the space, creating a seamless loop that emphasizes the professional, inviting atmosphere of the exhibition hall."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a wide shot centered on a modern, white, multi-tiered sculptural display unit illuminated from below, situated in the middle of a spacious room with light wood flooring. Behind it, a large wall banner displays the Chinese phrase '让生活有味' in elegant script, above which hangs a dark wooden sign with gold lettering '汇聚千年甲天下'. To the left, wooden shelves hold framed items. The camera begins a slow clockwise pan, revealing the left side of the room under bright recessed ceiling lights.",
+          "Part 2/8: Continuing the clockwise pan, the camera moves past the left wall’s wooden shelves and begins to reveal the right side of the room. The central white display remains in view, now showing two blue-and-white branded bags resting on its lower tier. The camera’s movement exposes the beginning of a red and white wall panel with a stylized sailboat graphic and partial Chinese text. Additional display panels with product information become visible along the right wall.",
+          "Part 3/8: The camera now fully captures the red and white wall panel featuring the sailboat graphic and vertical Chinese characters '自强不息 永不满足'. Adjacent to it, more wall-mounted displays showcase products under warm accent lighting. The central white display is still partially visible in the foreground, anchoring the scene. The camera continues its smooth, steady rotation, revealing more of the right-side exhibits while maintaining consistent framing and brightness.",
+          "Part 4/8: As the pan progresses, the camera moves further along the right wall, showcasing additional shelving units filled with neatly arranged products and promotional materials. The red and white sailboat panel recedes into the background. The camera begins to turn toward the far end of the room, where glass doors with metallic frames start to appear. The central white display is now seen from the side, with its illuminated base casting soft shadows on the wood floor.",
+          "Part 5/8: The camera focuses on the far end of the hall, revealing the full view of the glass doors with metal frames, flanked by more banners and informational posters. The central white display is now visible in the distant background, framed between the glass doors and the right wall. The camera maintains its steady clockwise motion, capturing the depth of the space and the symmetrical arrangement of displays on both sides.",
+          "Part 6/8: The camera continues its rotation, now moving past the glass doors and beginning to reveal the left wall again. The central white display reappears more prominently in the frame, with the blue-and-white branded bags clearly visible on its lower tier. The wooden shelves on the left wall, previously seen at the start, come back into view, reinforcing the circular nature of the camera movement. Lighting remains consistent and bright throughout.",
+          "Part 7/8: The camera pans further left, bringing the wooden shelves with framed items fully back into view. The central white display is now directly ahead again, with the '让生活有味' banner and overhead sign clearly legible behind it. The red and white sailboat panel is now visible on the far right, completing the spatial loop. The camera’s motion remains smooth and deliberate, maintaining a consistent height and distance from the central display.",
+          "Part 8/8: Finally, the camera completes its 360-degree clockwise rotation, returning to a near-identical starting position — facing the central white display with blue bags, the wooden shelves on the left, the red and white sailboat panel on the right, and the glass doors at the far end visible behind the display. The lighting, composition, and spatial relationships remain unchanged, creating a seamless loop that emphasizes the curated, professional atmosphere of the exhibition space."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the central white display with blue bags still positioned in the middle of the room when the camera returns to its initial viewpoint?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "b685bfdba04b73790af9e5339bb384391847c0ab59d9bd0028077ded5a3061cd_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Does the wall sign reading '让生活有味' remain visible on the back wall after the camera completes its loop?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "b685bfdba04b73790af9e5339bb384391847c0ab59d9bd0028077ded5a3061cd_0_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Is the red and white wall panel with the sailboat graphic visible during the camera’s forward movement?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "b685bfdba04b73790af9e5339bb384391847c0ab59d9bd0028077ded5a3061cd_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Are the glass doors at the far end of the room revealed as the camera moves forward?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "b685bfdba04b73790af9e5339bb384391847c0ab59d9bd0028077ded5a3061cd_1_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the central white display unit retain its shape and color throughout the 360-degree pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:24.465424"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "Which of the following items must remain visually consistent across all camera angles?",
+          "options": [
+            "A. The red sailboat panel's text",
+            "B. The brand logo on the bags",
+            "C. The lighting on the ceiling",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:24.465457"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Is the multi-tiered structure of the central display preserved from all viewing angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:24.465469"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "When the camera views the central display from the side in Segment 4, what should be maintained?",
+          "options": [
+            "A. The number of tiers",
+            "B. The curvature of layers",
+            "C. The illumination pattern",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:24.465476"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the final frame (Segment 8) match the initial frame in terms of composition and object placement?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:24.465484"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "What is required for a successful horizontal loop in this video?",
+          "options": [
+            "A. Consistent lighting",
+            "B. Identical object positions",
+            "C. Matching camera height and angle",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:24.465491"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Do the wooden shelves on the left wall appear unchanged when they re-enter the frame in Segment 6?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:24.465499"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the starting position, which element must be correctly repositioned?",
+          "options": [
+            "A. The central display",
+            "B. The glass doors",
+            "C. The sailboat panel",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:24.465505"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_219237c0e9ae17a757ec6c8abc43e5946ba680e534f76477002ba47bd2c314b7"
+  },
+  {
+    "task_id": "mem_dl3dv_8118d776cf7856c5ae92a6f10ec5938e23bfc2867c10a4949b92a660637ef459",
+    "instance_id": "mem_dl3dv_8118d776cf7856c5ae92a6f10ec5938e23bfc2867c10a4949b92a660637ef459",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_8118d776cf7856c5ae92a6f10ec5938e23bfc2867c10a4949b92a660637ef459.mp4",
+      "total_frames": 413,
+      "fps": 15.0,
+      "duration_sec": 27.53,
+      "reference_image_path": "inference_img/mem_dl3dv_8118d776cf7856c5ae92a6f10ec5938e23bfc2867c10a4949b92a660637ef459_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, low-angle shot moving forward along a grassy slope bordered by lush green shrubs and wildflowers. On the left, a large red sandstone wall rises vertically, while ahead, the modern beige facade of the Eiteljorg Museum building comes into view under an overcast sky. A massive black bull statue, mounted on a tiered red sandstone pedestal, dominates the center of the frame as the camera pans right, revealing its muscular form and upward-curving horns. The museum’s name 'Eiteljorg Museum' is clearly visible in dark lettering on the building’s exterior. As the camera continues circling clockwise around the statue, it reveals more of the surrounding urban plaza: paved walkways, manicured lawns, and distant city buildings. At 0:06, the iconic blue Indianapolis Colts skyscraper enters the frame to the right, its vertical white lettering reading 'INDIANAPOLIS COLTS' standing out against the cloudy sky. The camera circles back toward the museum, capturing dynamic angles of the bull statue from multiple perspectives — front, side, rear — emphasizing its imposing scale and artistic texture. Continuing from this arc, the camera moves slightly lower and closer to the base of the statue, then pulls back again to reveal the full context: the museum entrance, the landscaped grounds, and the Colts tower looming in the background. Finally, the video ends with a sweeping pan that re-centers the bull statue framed between the Eiteljorg Museum and the Colts skyscraper, reinforcing their spatial relationship and the harmony of art, architecture, and urban identity in this civic space."
+        ],
+        "level_2": [
+          "The video starts with a slow push-in along a grassy hillside lined with dense green bushes, revealing the Eiteljorg Museum’s angular beige exterior and the towering black bull statue perched on a red stone plinth. The camera pans right, circling the statue to show its detailed musculature and horns against the backdrop of the museum’s entrance and signage. The overcast sky casts soft, even lighting across the scene, highlighting architectural textures and landscaping details.",
+          "Continuing from the first segment, the camera completes its circular path around the bull statue, now revealing the broader urban environment. The blue Indianapolis Colts skyscraper appears prominently on the right, its bold vertical lettering contrasting with the muted tones of the museum and surrounding buildings. The camera tilts up to capture the full height of the skyscraper before panning down to show the plaza’s paved walkways, benches, and adjacent structures, maintaining focus on the statue as the central anchor.",
+          "Finally, the camera reverses direction slightly, moving back toward the museum entrance while keeping the bull statue centered. It captures the interplay of natural and built elements — manicured lawns, shrubbery, stone walls, and modern facades — all under the same gray sky. The Colts tower remains visible in the background as the camera pulls back for a final wide shot that frames the statue symmetrically between the museum and the skyscraper, concluding with a sense of place and civic pride."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle tracking shot moving forward along a grassy slope bordered by thick green shrubbery. To the left, a tall red sandstone wall stands, while ahead, the beige geometric facade of the Eiteljorg Museum begins to emerge under a cloudy sky. A large black bull statue on a red pedestal is partially visible behind foliage. The camera continues forward and pans right, bringing the full form of the black bull statue into view. Its muscular body and upward-pointing horns are emphasized as the camera circles slightly. The Eiteljorg Museum’s entrance and signage become clearer, with windows and overhangs visible beneath the overcast sky.",
+          "20-40%: The camera completes a partial circle around the bull statue, now showing its left flank and rear. The museum’s modern architecture fills the background, with clean lines and recessed entryways. Shrubs and small yellow flowers at the statue’s base add color contrast to the earth-toned materials. The camera continues its arc, now revealing the open plaza behind the statue. Paved walkways, low stone walls, and distant buildings come into view. The sky remains overcast, casting diffuse light that softens shadows and highlights the textures of stone and metal surfaces.",
+          "40-60%: As the camera pans further right, the blue Indianapolis Colts skyscraper suddenly enters the frame, its vertical white text 'INDIANAPOLIS COLTS' standing out sharply. The camera tilts upward briefly to capture the tower’s height, then returns to eye level, framing the bull statue with the skyscraper in the background. The camera circles back toward the museum, now showing the bull statue from a rear-three-quarter angle. The Colts tower remains visible over the statue’s shoulder, creating a visual juxtaposition between the artistic sculpture and corporate architecture. Landscaping elements like trimmed hedges and lawn areas are clearly defined.",
+          "60-80%: The camera lowers slightly and moves closer to the statue’s base, capturing details of the red sandstone pedestal and surrounding ground cover. It then pulls back slowly, re-centering the statue within the wider context of the plaza, museum entrance, and adjacent buildings. The museum’s name 'Eiteljorg Museum' is clearly visible in dark lettering on the building’s exterior, and the urban plaza features paved walkways, manicured lawns, and distant city buildings.",
+          "80-100%: Finally, the camera executes a slow, wide pan that frames the black bull statue perfectly between the Eiteljorg Museum on the left and the Indianapolis Colts skyscraper on the right. The overcast sky provides a neutral backdrop, and the entire scene conveys a sense of civic harmony and urban design integration, concluding with a static, balanced composition."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle tracking shot moving forward along a grassy slope bordered by thick green shrubbery. To the left, a tall red sandstone wall stands, while ahead, the beige geometric facade of the Eiteljorg Museum begins to emerge under a cloudy sky. A large black bull statue on a red pedestal is partially visible behind foliage.",
+          "Part 2/8: The camera continues forward and pans right, bringing the full form of the black bull statue into view. Its muscular body and upward-pointing horns are emphasized as the camera circles slightly. The Eiteljorg Museum’s entrance and signage become clearer, with windows and overhangs visible beneath the overcast sky.",
+          "Part 3/8: The camera completes a partial circle around the bull statue, now showing its left flank and rear. The museum’s modern architecture fills the background, with clean lines and recessed entryways. Shrubs and small yellow flowers at the statue’s base add color contrast to the earth-toned materials.",
+          "Part 4/8: The camera continues its arc, now revealing the open plaza behind the statue. Paved walkways, low stone walls, and distant buildings come into view. The sky remains overcast, casting diffuse light that softens shadows and highlights the textures of stone and metal surfaces.",
+          "Part 5/8: As the camera pans further right, the blue Indianapolis Colts skyscraper suddenly enters the frame, its vertical white text 'INDIANAPOLIS COLTS' standing out sharply. The camera tilts upward briefly to capture the tower’s height, then returns to eye level, framing the bull statue with the skyscraper in the background.",
+          "Part 6/8: The camera circles back toward the museum, now showing the bull statue from a rear-three-quarter angle. The Colts tower remains visible over the statue’s shoulder, creating a visual juxtaposition between the artistic sculpture and corporate architecture. Landscaping elements like trimmed hedges and lawn areas are clearly defined.",
+          "Part 7/8: The camera lowers slightly and moves closer to the statue’s base, capturing details of the red sandstone pedestal and surrounding ground cover. It then pulls back slowly, re-centering the statue within the wider context of the plaza, museum entrance, and adjacent buildings.",
+          "Part 8/8: Finally, the camera executes a slow, wide pan that frames the black bull statue perfectly between the Eiteljorg Museum on the left and the Indianapolis Colts skyscraper on the right. The overcast sky provides a neutral backdrop, and the entire scene conveys a sense of civic harmony and urban design integration, concluding with a static, balanced composition."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the black bull statue still centered in the frame after the camera completes its circular pan?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "98eb9a222c0280eaf8619e3fba32c0e5daf8da211ca86d4eb15c9464bc9a63fc_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the bull statue maintain the same identity when viewed from the front and rear?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:19.100395"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the bull statue's appearance across segments?",
+          "options": [
+            "A. It changes color depending on lighting",
+            "B. Its horns curve upward consistently",
+            "C. It loses detail when viewed from behind",
+            "D. It appears as a different animal in later frames"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:19.100430"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the bull statue’s body shape remain consistent as the camera circles around it?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:19.100442"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What should be preserved about the bull statue’s geometry during camera movement?",
+          "options": [
+            "A. Its size increases with distance",
+            "B. Its horn curvature stays constant",
+            "C. Its limbs appear shorter when viewed from below",
+            "D. Its texture becomes pixelated at close range"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:19.100449"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Are fine details like the texture of the bull’s surface visible in both close and distant views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:19.100457"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which element is emphasized for texture fidelity in the prompt?",
+          "options": [
+            "A. The grassy slope only",
+            "B. The red sandstone wall and pedestal",
+            "C. The Colts skyscraper glass",
+            "D. The museum’s windows"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:19.100463"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera return to a similar framing of the bull statue at the end as it had at the beginning?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:19.100471"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "How does the camera motion contribute to spatial memory?",
+          "options": [
+            "A. It moves randomly without pattern",
+            "B. It completes a 360-degree arc and returns to a balanced composition",
+            "C. It focuses only on the museum",
+            "D. It avoids showing the skyscraper"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:19.100477"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the Indianapolis Colts skyscraper remain visible in the background after being introduced?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:19.100485"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "When the camera returns toward the museum, what must remain consistent?",
+          "options": [
+            "A. The sky changes to sunny",
+            "B. The museum sign disappears",
+            "C. The Colts tower is still visible",
+            "D. The grass turns brown"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:19.100492"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_8118d776cf7856c5ae92a6f10ec5938e23bfc2867c10a4949b92a660637ef459"
+  },
+  {
+    "task_id": "mem_dl3dv_225b22a8c735f5c1ea2bbb806e6d9a1abac0902fd493820f0965c03fd2a413f4",
+    "instance_id": "mem_dl3dv_225b22a8c735f5c1ea2bbb806e6d9a1abac0902fd493820f0965c03fd2a413f4",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_225b22a8c735f5c1ea2bbb806e6d9a1abac0902fd493820f0965c03fd2a413f4.mp4",
+      "total_frames": 402,
+      "fps": 15.0,
+      "duration_sec": 26.8,
+      "reference_image_path": "inference_img/mem_dl3dv_225b22a8c735f5c1ea2bbb806e6d9a1abac0902fd493820f0965c03fd2a413f4_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a low-angle, wide shot of a black rolling cart with three tiers positioned in the center of a cozy living room. The top tier holds two patterned pillows with circular designs in purple, beige, and brown tones. The middle shelf contains a white plastic laundry basket with blue handles, slightly tilted forward. Below it, on the bottom level, rests a small blue plastic step stool. The camera slowly circles clockwise around the cart, revealing a beige sectional sofa in the background with throw pillows and a blanket draped over one armrest. To the left, a large flat-screen TV on a black media stand displays colorful, animated graphics — possibly a game or cartoon. A blue exercise ball sits near the TV stand. Behind the sofa, a tall floor lamp with a curved neck stands next to a framed photo on a side table. As the camera continues its orbit, it dips lower to emphasize the blue step stool, then rises again to capture the full height of the cart and the pillows atop. The lighting is warm and ambient, coming from ceiling fixtures and the lamp. The carpeted floor is light beige, matching the sofa. The camera movement is smooth and continuous, maintaining focus on the cart while revealing different angles of the surrounding furniture and decor. Continuing from this orbit, the camera completes a full 360-degree rotation, passing by a glass sliding door on the far left and returning to the initial viewpoint, where the cart remains centered, the laundry basket visible, the pillows neatly arranged, and the TV still displaying vibrant visuals. Finally, the camera tilts slightly upward as if preparing to end, capturing the top pillows and the ceiling fan above, before gently lowering back to frame the cart’s base and the blue step stool once more, completing the full sequence with all mandatory landmarks present and visually consistent throughout."
+        ],
+        "level_2": [
+          "The video starts with a low-angle, wide shot of a black rolling cart with three tiers centered in a living room. The top tier holds two patterned pillows with circular designs in purple, beige, and brown. The middle shelf contains a white laundry basket with blue handles, and the bottom level has a blue plastic step stool. The camera begins circling clockwise, revealing a beige sectional sofa in the background, a large TV on a stand displaying colorful graphics, and a blue exercise ball nearby. A floor lamp stands behind the sofa. The camera moves smoothly, keeping the cart centered while showcasing the surrounding environment.",
+          "Continuing from the first segment, the camera completes half its orbit around the cart, now showing the opposite side of the room. The beige sectional sofa remains visible, along with the TV still displaying vibrant animations. The blue step stool is clearly seen beneath the laundry basket. The camera dips slightly lower to emphasize the bottom shelf, then rises to show the full cart height again. The patterned pillows remain undisturbed on top. The warm ambient lighting and beige carpeting are consistent. The camera passes by a glass sliding door on the left and prepares to complete its circle.",
+          "Finally, the camera completes its 360-degree orbit around the cart, returning to the starting angle. All mandatory landmarks are visible: the white laundry basket on the middle shelf, the patterned pillows on top, the blue step stool below, the beige sectional sofa in the background, the TV displaying colorful graphics, the blue exercise ball near the TV, and the floor lamp behind the sofa. The camera tilts slightly upward toward the ceiling fan, then lowers again to frame the cart’s base and step stool, concluding the video with a stable, centered view of the cart and its surroundings."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle, wide shot of a black rolling cart with three tiers centered in a cozy living room. The top shelf holds two patterned pillows with circular designs in purple, beige, and brown tones; the middle shelf contains a white plastic laundry basket with blue handles, slightly tilted forward; the bottom level rests a small blue plastic step stool. In the background, a beige sectional sofa is visible with throw pillows and a blanket draped over one armrest, a large flat-screen TV on a black media stand displays colorful animated graphics, and a blue exercise ball sits near the TV stand. A tall floor lamp with a curved neck stands behind the sofa next to a framed photo on a side table. The camera begins a smooth clockwise orbit around the cart.",
+          "20-40%: Continuing the clockwise orbit, the camera reveals more of the beige sectional sofa and the floor lamp behind it, while keeping the cart centered. The white laundry basket remains prominent on the middle shelf, the patterned pillows stay undisturbed on top, and the blue step stool is clearly visible beneath. The TV continues displaying vibrant animations. The camera dips slightly lower to emphasize the blue step stool and the cart’s base, then rises again to capture the full height of the cart, including the pillows and ceiling fan above. The warm ambient lighting and light beige carpet remain consistent.",
+          "40-60%: As the camera progresses past the halfway point of its orbit, it shows the side of the cart with the TV and blue exercise ball more centrally framed, and the glass sliding door becomes visible on the far left. The beige sectional sofa curves into the background, and the white laundry basket and blue step stool remain consistently in view. The camera maintains a low angle, emphasizing the cart’s structure and contents, then shifts to show the rear of the cart—where the patterned pillows are still neatly placed, the laundry basket is visible from behind, and the sofa and lamp are partially obscured but present.",
+          "60-80%: The camera continues its orbit, approaching the front-left side again; the blue exercise ball near the TV becomes more prominent, and the beige sectional sofa and floor lamp reappear fully. The white laundry basket and blue step stool remain clearly visible. The camera tilts up slightly to capture the full height of the cart and the patterned pillows on top. Nearing completion of the 360-degree rotation, the cart is shown from an angle nearly identical to the start, with all core elements—the pillows, basket, step stool, sofa, TV, exercise ball, and lamp—in place and unchanged. The camera begins a slight upward tilt toward the ceiling fan.",
+          "80-100%: Finally, the camera completes its full 360-degree orbit and returns to the initial centered framing of the black rolling cart. The white laundry basket sits on the middle shelf, the patterned pillows rest neatly on top, and the blue step stool remains on the bottom level. All mandatory landmarks are present and visually consistent: the beige sectional sofa, the TV with colorful graphics, the blue exercise ball, and the floor lamp. The camera tilts up briefly toward the ceiling fan, then gently lowers to rest on the cart’s base and the blue step stool, concluding the video with a stable, centered view of the cart and its surroundings."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle, wide shot focused on a black rolling cart with three tiers. The top shelf holds two patterned pillows with circular motifs in purple, beige, and brown. The middle shelf features a white laundry basket with blue handles, slightly tilted. The bottom shelf has a blue plastic step stool. In the background, a beige sectional sofa is visible, along with a large TV on a stand displaying colorful graphics. A blue exercise ball rests near the TV. The camera begins a slow clockwise orbit.",
+          "Part 2/8: Continuing from the previous shot, the camera moves slightly right, revealing more of the beige sectional sofa and a floor lamp behind it. The white laundry basket remains prominent on the middle shelf. The patterned pillows on top are steady. The TV continues to display vivid animations. The blue step stool is visible beneath the basket. The carpet is beige, and ambient lighting fills the room.",
+          "Part 3/8: The camera continues its clockwise rotation, now showing the side of the cart with the TV and blue exercise ball more centrally framed. The white laundry basket and blue step stool remain in view. The beige sectional sofa curves into the background. The patterned pillows on top are unchanged. The camera maintains a low angle, emphasizing the cart’s structure and contents.",
+          "Part 4/8: As the camera progresses halfway around the cart, it reveals a glass sliding door on the left side of the room. The TV screen remains active with colorful graphics. The beige sectional sofa extends across the background. The white laundry basket and blue step stool are consistently visible. The camera dips slightly downward, focusing momentarily on the bottom shelf before rising again.",
+          "Part 5/8: The camera continues its orbit, now showing the rear of the cart. The patterned pillows on top are still neatly placed. The white laundry basket is visible from the back angle. The beige sectional sofa and floor lamp are partially obscured but still present. The blue step stool remains on the bottom level. The TV’s colorful display is still visible to the right.",
+          "Part 6/8: The camera moves further around, approaching the front-left side of the cart again. The blue exercise ball near the TV becomes more prominent. The white laundry basket and blue step stool are clearly in view. The beige sectional sofa and floor lamp reappear more fully. The camera tilts up slightly to capture the full height of the cart and the patterned pillows on top.",
+          "Part 7/8: Nearing completion of the 360-degree orbit, the camera shows the cart from a nearly identical angle to the start. The white laundry basket, blue step stool, and patterned pillows are all in place. The TV continues to display colorful graphics. The beige sectional sofa and floor lamp are fully visible. The camera begins to tilt upward slightly, hinting at the ceiling fan above.",
+          "Part 8/8: Finally, the camera completes its orbit and returns to the initial framing. The black rolling cart is centered, with the white laundry basket on the middle shelf, the patterned pillows on top, and the blue step stool below. The beige sectional sofa, TV with colorful graphics, blue exercise ball, and floor lamp are all present in the background. The camera tilts up briefly toward the ceiling fan, then lowers to rest on the cart’s base and step stool, concluding the video with a stable, centered view."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "After the full rotation, is the TV still visible on the left side of the frame with colorful graphics displayed?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "9d54ee2753b0e45a3f455a7711bf855687c5d6dccfef463247f613f82192c789_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the white laundry basket with blue handles remain visually consistent across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:09:02.663202"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which object is consistently described as having circular designs in purple, beige, and brown tones?",
+          "options": [
+            "A. The blue step stool",
+            "B. The patterned pillows",
+            "C. The TV screen",
+            "D. The ceiling fan"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:09:02.663237"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the three-tier structure of the rolling cart maintain its shape throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:09:02.663250"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What happens to the blue plastic step stool during the camera's movement?",
+          "options": [
+            "A. It disappears",
+            "B. It changes color",
+            "C. It remains on the bottom shelf",
+            "D. It moves to the top tier"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:09:02.663257"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Are the patterned pillows visible from the rear of the cart in Segment 5?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:09:02.663265"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation and return to the original angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:09:02.663273"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What occurs when the camera completes its orbit?",
+          "options": [
+            "A. The cart is no longer centered",
+            "B. The scene resets to the initial framing",
+            "C. The TV turns off",
+            "D. The lighting dims"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:09:02.663279"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "When the camera returns to the starting point, are all background elements present and unchanged?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:09:02.663286"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_225b22a8c735f5c1ea2bbb806e6d9a1abac0902fd493820f0965c03fd2a413f4"
+  },
+  {
+    "task_id": "mem_dl3dv_ce71acc3017d7df0b85516e8ac7b87ce82a552a4840df3c0bc6d51a5594f3c50",
+    "instance_id": "mem_dl3dv_ce71acc3017d7df0b85516e8ac7b87ce82a552a4840df3c0bc6d51a5594f3c50",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_ce71acc3017d7df0b85516e8ac7b87ce82a552a4840df3c0bc6d51a5594f3c50.mp4",
+      "total_frames": 392,
+      "fps": 15.0,
+      "duration_sec": 26.13,
+      "reference_image_path": "inference_img/mem_dl3dv_ce71acc3017d7df0b85516e8ac7b87ce82a552a4840df3c0bc6d51a5594f3c50_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a low-angle shot of a black office chair in the center of a cozy, well-lit living room, piled high with stacked patterned pillows — one featuring large circles in purple, beige, and brown tones, another with a white background and floral design. A light blue blanket is draped over the side. The camera slowly rotates clockwise around the chair, revealing a beige leather sofa to the left, adorned with matching patterned throw pillows. In the background, a large flat-screen TV displays a vibrant cityscape with skyscrapers under daylight. To the right of the chair stands a red ergonomic office chair on wheels, positioned near a black media console. As the camera continues its orbit, it tilts slightly upward, capturing wall art — framed photos and prints arranged neatly above the sofa — and a tall floor lamp with a warm glow near the far wall. The carpet texture is plush and cream-colored, covering the entire floor. At 0:06, the camera dips lower, focusing on the black wheeled base of the central office chair as it rolls slightly forward. By 0:10, the view rises again, showing a blue exercise ball tucked beside the beige sofa on the right. A small dark wood side table with a remote control rests beside the sofa. The camera completes its full 360-degree rotation by 0:15, returning to the initial angle but now with subtle movement — the chair has shifted position slightly, indicating motion. Continuing from there, the camera zooms in briefly on the pillow patterns, then pulls back dramatically to show the entire room layout once more, including the second beige armchair opposite the sofa, and the window with sheer curtains behind it. Finally, the camera pans downward toward the base of the chair again, emphasizing the black five-star base rolling across the carpet, before ending with a quick tilt up to reveal the ceiling fan above and the full spatial context — all landmarks present: red office chair, TV displaying cityscape, stacked patterned pillows, blue exercise ball, side table with remote, beige leather sofa, black wheeled base of chair, carpet texture, central office chair with pillows, wall art, and floor lamp — all captured dynamically through continuous rotational and vertical camera movement."
+        ],
+        "level_2": [
+          "The video opens with a low-angle rotating shot around a central black office chair piled with stacked patterned pillows — one with geometric circles in purple and beige, another with a white floral motif — and a light blue blanket draped over its side. To the left, a beige leather sofa with matching throw pillows is visible; behind it, a large TV displays a bright cityscape. A red ergonomic office chair sits nearby on a black media console. Wall art hangs above the sofa, and a tall floor lamp emits warm light. The plush cream carpet covers the floor. The camera rotates clockwise, revealing more of the room’s layout while keeping the chair as the focal point.",
+          "Continuing from the first third, the camera dips lower to focus on the black wheeled base of the central office chair as it rolls subtly forward across the carpet. The perspective shifts to show a blue exercise ball tucked beside the beige sofa on the right, and a small dark wood side table holding a remote control. The camera tilts upward again, capturing the full height of the chair and pillows, then begins to complete its 360-degree rotation, passing the red office chair and TV again. The lighting remains consistent, highlighting the textures of the carpet and the fabric of the pillows. The movement feels smooth and deliberate, maintaining visual continuity with the previous segment.",
+          "Finally, the camera completes its full rotation, returning to the starting viewpoint but now with slight positional changes — the chair has moved forward slightly. It zooms in briefly on the pillow patterns, then pulls back for a wide-angle view of the entire living room, including the second beige armchair, the window with sheer curtains, and the ceiling fan above. The camera pans down again to emphasize the black five-star base rolling across the carpet, before tilting up one last time to frame the entire scene — ensuring all mandatory landmarks are clearly visible: red office chair, TV displaying cityscape, stacked patterned pillows, blue exercise ball, side table with remote, beige leather sofa, black wheeled base of chair, carpet texture, central office chair with pillows, wall art, and floor lamp — all captured in dynamic motion within the final third of the video."
+        ],
+        "level_3": [
+          "0-20%: The video starts with a low-angle shot focused on a black office chair centered in a living room, piled with stacked patterned pillows — one with large purple and beige circles, another with white background and floral design — and a light blue blanket draped over its side. To the left, a beige leather sofa with matching throw pillows is partially visible. The camera begins a slow clockwise rotation, revealing a large flat-screen TV displaying a vibrant cityscape with skyscrapers, a red ergonomic office chair on a black media console behind the TV, wall art (framed photos and prints) above the sofa, and plush cream carpet covering the floor.",
+          "20-40%: Continuing the clockwise orbit, the camera shows a tall floor lamp with a warm glow near the far wall and tilts slightly upward to capture upper wall decor and ceiling area before dipping lower toward the base of the central chair. The camera lowers significantly, focusing on the black wheeled five-star base and casters as the chair rolls slightly forward across the textured cream carpet; the beige sofa and a small dark wood side table with a remote control appear briefly at the frame edge.",
+          "40-60%: Rising again, the camera captures the full height of the central chair with its stacked pillows, now clearly showing a blue exercise ball tucked beside the beige sofa on the right and the side table with the remote control next to the sofa. The camera continues its smooth clockwise rotation, passing the red office chair and TV again, maintaining the central chair as the anchor point while highlighting fabric textures of the pillows and sheen of the leather sofa under consistent lighting.",
+          "60-80%: The camera completes its full 360-degree rotation, returning to the initial viewpoint but with slight positional changes—the chair has moved forward slightly. It zooms in briefly on the pillow patterns, then pulls back for a wide-angle view that includes the second beige armchair opposite the sofa, the window with sheer curtains behind it, and the ceiling fan above, ensuring spatial context and all major landmarks remain visible.",
+          "80-100%: Finally, the camera pans downward toward the black five-star base of the central office chair, emphasizing its movement across the carpet, then tilts up one last time to frame the entire room—ensuring all mandatory landmarks are clearly visible: red office chair, TV displaying cityscape, stacked patterned pillows, blue exercise ball, side table with remote, beige leather sofa, black wheeled base of chair, carpet texture, central office chair with pillows, wall art, and floor lamp—concluding the video with a dynamic, immersive sweep of the space."
+        ],
+        "level_4": [
+          "Part 1/8: The video starts with a low-angle shot focused on a black office chair centered in a living room, piled with stacked patterned pillows — one with large purple and beige circles, another with white background and floral design — and a light blue blanket draped over its side. To the left, a beige leather sofa with matching throw pillows is partially visible. The camera begins a slow clockwise rotation.",
+          "Part 2/8: Continuing the rotation, the camera reveals a large flat-screen TV displaying a vibrant cityscape with skyscrapers. Behind the TV, a red ergonomic office chair is visible on a black media console. The beige leather sofa remains in view, along with wall art — framed photos and prints — hanging above it. The plush cream carpet covers the floor beneath.",
+          "Part 3/8: The camera continues its clockwise orbit, now showing a tall floor lamp with a warm glow near the far wall. The red office chair is more prominently framed. The camera tilts slightly upward, capturing the ceiling and upper wall decor, then begins to dip lower toward the base of the central chair.",
+          "Part 4/8: The camera lowers significantly, focusing on the black wheeled base of the central office chair as it rolls slightly forward across the textured cream carpet. The five-star base and casters are clearly visible. The beige sofa and side table with a remote control appear briefly at the edge of the frame.",
+          "Part 5/8: Rising again, the camera captures the full height of the central chair with its stacked pillows. A blue exercise ball is now visible tucked beside the beige sofa on the right. The side table with the remote control is clearly shown next to the sofa. The camera continues its smooth clockwise rotation.",
+          "Part 6/8: The camera passes the red office chair and TV again, completing nearly half of its 360-degree rotation. The lighting highlights the fabric textures of the pillows and the sheen of the leather sofa. The camera maintains steady motion, keeping the central chair as the anchor point.",
+          "Part 7/8: The camera completes its full rotation, returning to the initial viewpoint but now with slight positional changes — the chair has moved forward slightly. It zooms in briefly on the pillow patterns, then pulls back for a wide-angle view that includes the second beige armchair, the window with sheer curtains, and the ceiling fan above.",
+          "Part 8/8: Finally, the camera pans downward toward the black five-star base of the central office chair, emphasizing its movement across the carpet. It then tilts up one last time to frame the entire room — ensuring all mandatory landmarks are visible: red office chair, TV displaying cityscape, stacked patterned pillows, blue exercise ball, side table with remote, beige leather sofa, black wheeled base of chair, carpet texture, central office chair with pillows, wall art, and floor lamp — concluding the video with a dynamic, immersive sweep of the space."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the beige leather sofa still visible on the left side of the frame after the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "d62651109fabc1c1365b0f7d801844f620ee5770c919763b7423098bab4dc5ae_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "After tilting down to the chair’s base, does the camera return to show the full stack of patterned pillows again?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "d62651109fabc1c1365b0f7d801844f620ee5770c919763b7423098bab4dc5ae_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the central black office chair maintain its identity throughout the video despite slight positional changes?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:54.795217"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which object remains consistently referenced as the central focus across all segments?",
+          "options": [
+            "A. Red ergonomic office chair",
+            "B. Beige leather sofa",
+            "C. Central black office chair",
+            "D. Blue exercise ball"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:54.795249"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are the pillow patterns described consistently across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:54.795260"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "Which detail requires high texture fidelity to maintain consistency during close-up shots?",
+          "options": [
+            "A. Color of the TV screen",
+            "B. Pattern on the pillows",
+            "C. Position of the remote control",
+            "D. Shape of the ceiling fan"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:54.795267"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation and return to the starting view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:54.795275"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What kind of camera motion is required to maintain spatial consistency in this scene?",
+          "options": [
+            "A. Random panning",
+            "B. Vertical tilt only",
+            "C. Full horizontal loop",
+            "D. Zoom-in only"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:54.795281"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Are background elements like the TV and wall art visible again when the camera returns to the initial angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:54.795289"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "Which element must remain consistent when the camera completes its rotation and returns to the start?",
+          "options": [
+            "A. The color of the carpet",
+            "B. The position of the blue exercise ball",
+            "C. The content displayed on the TV",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:54.795295"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_ce71acc3017d7df0b85516e8ac7b87ce82a552a4840df3c0bc6d51a5594f3c50"
+  },
+  {
+    "task_id": "mem_dl3dv_994729a47e8c422960439771fbe1d8521844636ffd23c39802813d9b967c4068",
+    "instance_id": "mem_dl3dv_994729a47e8c422960439771fbe1d8521844636ffd23c39802813d9b967c4068",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_994729a47e8c422960439771fbe1d8521844636ffd23c39802813d9b967c4068.mp4",
+      "total_frames": 338,
+      "fps": 15.0,
+      "duration_sec": 22.53,
+      "reference_image_path": "inference_img/mem_dl3dv_994729a47e8c422960439771fbe1d8521844636ffd23c39802813d9b967c4068_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of an elegantly appointed dining room featuring a large round wooden dining table with a glossy black rotating center, surrounded by twelve high-backed chairs upholstered in gray and white damask-patterned fabric covers. Above the table hangs a grand crystal chandelier with multiple tiers of lights and dangling prisms, casting a warm ambient glow. The ceiling is recessed with layered geometric panels and embedded spotlights. To the left, a white textured wall features a horizontal yellow accent panel; to the right, floor-to-ceiling beige curtains drape over large windows or openings. The camera slowly pans clockwise around the table, revealing place settings with white plates, silverware, and folded napkins on each seat. As the pan continues, the perspective shifts to show more of the white wall with the yellow accent, then moves toward the opposite side where dark wood paneling frames doorways and the beige curtains dominate the background. The camera then circles back toward the starting point, offering a dynamic 360-degree tour that emphasizes the symmetry, luxury, and meticulous arrangement of the space — including the gleaming tiled floor, the polished wood grain of the table, and the intricate patterns on the chair covers. Continuing from this orbit, the camera subtly zooms in and out to highlight different angles — capturing the shimmer of the chandelier crystals, the texture of the curtain fabric, and the contrast between the dark table surface and light-colored surroundings. Finally, the camera completes its circular motion and pulls back slightly to frame the entire ensemble once more: the chandelier centered above the round table, the patterned chairs encircling it, the white wall with yellow accent visible on one side, and the beige curtains flowing down the other — all under soft, evenly distributed lighting that enhances the room’s opulent yet welcoming atmosphere."
+        ],
+        "level_2": [
+          "The video starts with a wide shot of a luxurious dining room centered around a large round wooden table with a black rotating center, surrounded by twelve chairs covered in gray-and-white damask-patterned fabric. A grand crystal chandelier hangs above, illuminating the space with warm light. On the left wall, a white textured surface features a bold horizontal yellow accent panel. Beige curtains drape along the right wall. The camera begins a slow clockwise pan, revealing neatly arranged place settings on the table while keeping the chandelier and patterned chairs in focus. The movement gradually reveals more of the white wall with the yellow accent as the camera orbits around the table’s left flank.",
+          "Continuing from the previous segment, the camera now moves along the rear of the dining area, showing the full expanse of the beige curtains on the right wall and the dark wood trim framing doorways in the background. The chandelier remains visible overhead, its crystals catching the light as the camera glides past the patterned chair covers. The camera continues its smooth clockwise arc, bringing the opposite side of the table into view — highlighting the symmetry of the place settings and the contrast between the dark table surface and the light walls. The camera angle tilts slightly upward to emphasize the layered ceiling design and recessed lighting before beginning to swing back toward the initial viewpoint.",
+          "Finally, the camera completes its circular journey around the dining table, returning to a position that mirrors the opening shot but from a slightly adjusted angle. It captures the full composition: the chandelier centered above, the round table with its black rotating core, the twelve patterned chairs, the white wall with the yellow accent on the left, and the beige curtains on the right. The camera subtly zooms out to encompass the entire scene, reinforcing the room’s balanced elegance. Lighting remains consistent — warm and diffused — enhancing the textures of the chair covers, the sheen of the table, and the soft folds of the curtains. The video ends with a lingering, stable wide shot that encapsulates the refined ambiance and meticulous design of the dining space."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a wide, static shot of a luxurious dining room centered on a large round wooden table with a glossy black rotating surface, surrounded by twelve high-backed chairs covered in gray-and-white damask-patterned fabric. Above hangs a grand multi-tiered crystal chandelier emitting warm light. To the left, a white textured wall features a horizontal yellow accent panel; to the right, floor-to-ceiling beige curtains drape the wall. The camera begins a slow clockwise pan, keeping the table and chandelier centered while revealing place settings—white plates, silverware, and folded napkins—and the recessed layered ceiling with embedded spotlights.",
+          "20-40%: Continuing the clockwise pan, the camera reveals more of the white wall with the yellow accent panel as it moves along the left flank of the table; the patterned chair covers remain prominent in the foreground. The view transitions to the rear-left quadrant, where the white wall recedes and a dark wood-framed doorway behind the table becomes visible. The beige curtains on the right come into fuller view, and the chandelier’s crystals glint softly under consistent lighting, maintaining visual continuity and symmetry of the dining setup.",
+          "40-60%: At the midpoint of the pan, the camera faces the far side of the room dominated by the beige curtains and dark wood trim. The chandelier remains overhead, casting reflections on the black table surface. The camera angle tilts slightly upward to emphasize the ceiling’s geometric recessed panels and embedded spotlights. As the pan continues toward the rear-right quadrant, the beige curtains fill much of the background while the edge of the white wall with the yellow accent begins to reappear on the left; the table’s rotating black center and place settings stay consistently framed.",
+          "60-80%: Moving into the final third, the camera reveals the right-front portion of the room: the beige curtains still dominate the backdrop, but the white wall with the yellow accent is now clearly visible again on the left. The patterned chair covers are seen from a slightly elevated angle, highlighting their tailored fit and ornate motifs; the camera subtly zooms in to emphasize the wood grain texture and glossiness of the table’s black center. The camera then continues its clockwise sweep, nearing the starting point, with the white wall and yellow accent fully in view on the left, mirroring the opening composition.",
+          "80-100%: The camera completes its circular motion and settles into a stable wide shot that mirrors the initial framing: the round table with its black rotating center sits perfectly centered beneath the grand chandelier, encircled symmetrically by the twelve patterned chair covers. The white wall with the yellow accent is visible on the left, and the beige curtains flow down the right wall. Lighting remains soft and evenly distributed, enhancing the luxurious textures—the chair fabric, table sheen, curtain folds, and polished floor tiles—all captured in crisp detail. The video ends with this serene, fully composed view of the elegant dining room."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a wide, static shot of a luxurious dining room. At the center is a large round wooden table with a glossy black rotating surface, surrounded by twelve high-backed chairs covered in gray-and-white damask-patterned fabric. Above, a grand multi-tiered crystal chandelier emits warm light. To the left, a white textured wall features a horizontal yellow accent panel. To the right, beige curtains hang from floor to ceiling. The camera begins a slow clockwise pan, keeping the table and chandelier centered.",
+          "Part 2/8: Continuing from the first segment, the camera pans further clockwise, revealing more of the white wall with the yellow accent panel. The patterned chair covers remain prominent in the foreground. The place settings — white plates, silverware, and folded napkins — are clearly visible on the table. The chandelier’s crystals glint softly as the camera moves, and the recessed ceiling lights become more noticeable against the layered architectural details.",
+          "Part 3/8: The camera continues its clockwise orbit, now showing the rear-left quadrant of the room. The white wall with the yellow accent recedes slightly as the camera reveals more of the dark wood-framed doorway behind the table. The beige curtains on the right wall come into fuller view. The patterned chair covers maintain visual continuity as the camera glides smoothly, preserving the elegant symmetry of the dining setup.",
+          "Part 4/8: Now at the midpoint of the pan, the camera faces the far side of the room, dominated by the beige curtains and dark wood trim. The chandelier remains visible overhead, casting reflections on the black table surface. The camera angle tilts slightly upward, emphasizing the ceiling’s geometric recessed panels and embedded spotlights. The patterned chair covers continue to frame the shot, their ornate designs contrasting with the minimalist walls.",
+          "Part 5/8: The camera continues its clockwise movement, now transitioning toward the rear-right quadrant. The beige curtains fill much of the background, while the edge of the white wall with the yellow accent begins to reappear on the left. The camera maintains a steady height, ensuring the table’s rotating black center and the place settings remain consistently framed. The chandelier’s sparkle becomes more pronounced as the camera angle catches its crystals from a new perspective.",
+          "Part 6/8: Moving into the final third of the pan, the camera reveals the right-front portion of the room. The beige curtains still dominate the backdrop, but the white wall with the yellow accent is now clearly visible again on the left. The patterned chair covers are seen from a slightly elevated angle, highlighting their tailored fit and decorative motifs. The camera subtly zooms in to emphasize the texture of the table’s wood grain and the glossiness of its black center.",
+          "Part 7/8: The camera continues its clockwise sweep, nearing the starting point. The white wall with the yellow accent panel is now fully in view on the left, mirroring the opening shot. The chandelier hangs centrally above the table, its crystals refracting light across the room. The camera begins to pull back slightly, preparing for a wider framing. The patterned chair covers, place settings, and polished floor tiles are all captured in crisp detail, reinforcing the room’s cohesive aesthetic.",
+          "Part 8/8: Finally, the camera completes its circular motion and settles into a stable wide shot that mirrors the initial composition. The round table with its black rotating center sits perfectly centered beneath the grand chandelier. The twelve patterned chair covers encircle the table symmetrically. The white wall with the yellow accent is visible on the left, and the beige curtains flow down the right wall. The lighting remains soft and even, enhancing the luxurious textures and colors. The video ends with this serene, fully composed view of the elegant dining room."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the chandelier still centered above the round dining table when the camera completes its loop?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "992b77e6bbbba6b54b795ee7a9ec710c1f12ed7a2e8163cf60207d791a6ab3b6_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the chandelier remain the same object when the camera completes its full rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024295"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which of the following must remain unchanged across all segments to ensure identity persistence?",
+          "options": [
+            "A. The number of chairs",
+            "B. The color of the curtains",
+            "C. The position of the yellow accent panel",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024328"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the dining table consistently depicted as round in all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024339"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What geometric feature must remain constant during the camera's clockwise pan?",
+          "options": [
+            "A. The number of chairs",
+            "B. The circular shape of the table",
+            "C. The height of the chandelier",
+            "D. The symmetry of place settings"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024346"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Are the gray-and-white damask patterns on the chair covers visible and consistent in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024354"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which texture detail is explicitly mentioned as needing consistency across views?",
+          "options": [
+            "A. Wood grain of the table",
+            "B. Sheen of the chandelier crystals",
+            "C. Folded napkins",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024360"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera return to the original wide shot after completing the circular pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024367"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What kind of camera motion is required to test horizontal loop memory?",
+          "options": [
+            "A. Zooming only",
+            "B. Vertical tilt",
+            "C. 360-degree rotation",
+            "D. Linear tracking"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024374"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "When the camera returns to the start, is the yellow accent panel still present on the left wall?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024381"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which background element must reappear consistently when the camera completes its loop?",
+          "options": [
+            "A. The chandelier",
+            "B. The dark wood doorframe",
+            "C. The beige curtains",
+            "D. The recessed ceiling lights"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024388"
+        },
+        {
+          "question": "Is the chandelier still centered above the round dining table when the camera completes its loop?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "12",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the chandelier remain the same object when the camera completes its full rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024295"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Which of the following must remain unchanged across all segments to ensure identity persistence?",
+          "options": [
+            "A. The number of chairs",
+            "B. The color of the curtains",
+            "C. The position of the yellow accent panel",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024328"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Is the dining table consistently depicted as round in all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024339"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "What geometric feature must remain constant during the camera's clockwise pan?",
+          "options": [
+            "A. The number of chairs",
+            "B. The circular shape of the table",
+            "C. The height of the chandelier",
+            "D. The symmetry of place settings"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024346"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Are the gray-and-white damask patterns on the chair covers visible and consistent in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024354"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "Which texture detail is explicitly mentioned as needing consistency across views?",
+          "options": [
+            "A. Wood grain of the table",
+            "B. Sheen of the chandelier crystals",
+            "C. Folded napkins",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024360"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the camera return to the original wide shot after completing the circular pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024367"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "What kind of camera motion is required to test horizontal loop memory?",
+          "options": [
+            "A. Zooming only",
+            "B. Vertical tilt",
+            "C. 360-degree rotation",
+            "D. Linear tracking"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024374"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "When the camera returns to the start, is the yellow accent panel still present on the left wall?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024381"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which background element must reappear consistently when the camera completes its loop?",
+          "options": [
+            "A. The chandelier",
+            "B. The dark wood doorframe",
+            "C. The beige curtains",
+            "D. The recessed ceiling lights"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024388"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the reflection in the black rotating center of the table show the chandelier and surrounding chairs correctly, matching their actual positions in the room?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The glossy black surface of the table's rotating center is described as 'gleaming' and capable of reflecting light and surroundings. Given its central position beneath the chandelier and surrounded by patterned chairs, it should reflect these objects accurately.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038217"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "When the camera pans to the rear-left quadrant, what should be visible in the reflection on the table’s surface?",
+          "options": [
+            "A. The white wall with yellow accent panel",
+            "B. The beige curtains and dark wood trim",
+            "C. The chandelier and part of the ceiling design",
+            "D. The floor tiles and camera lens"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "As the camera moves to the rear-left, the chandelier remains overhead and centrally located above the table. The reflective surface of the table would mirror the chandelier and the layered ceiling panels directly above it, making option C the correct reflection content.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038255"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Is the reflection of the place settings (white plates, silverware, napkins) visible on the table’s black surface consistent with their actual arrangement around the table?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Since the table has a glossy black surface and the place settings are symmetrically arranged, their reflections should appear mirrored and spatially accurate relative to the real setup, maintaining consistency with the environment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038267"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "Which object is most likely to be reflected in the table’s surface when the camera faces the far side of the room (Segment 4)?",
+          "options": [
+            "A. The yellow accent panel",
+            "B. The beige curtains and doorways",
+            "C. The white textured wall",
+            "D. The camera operator"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "In Segment 4, the camera faces the far side dominated by beige curtains and dark wood-framed doorways. Since the table is centered and reflective, the background elements directly behind it—curtains and doorways—would be reflected in the surface, not the walls or camera operator.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038274"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "Does the reflection in the table’s surface include the recessed ceiling lights and geometric panels when the camera tilts upward in Segment 4?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "When the camera tilts upward to emphasize the ceiling, the reflective table surface below would also capture the overhead lighting and architectural details, especially since the chandelier and ceiling are directly above the table.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038281"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "When the camera returns to the starting position in Segment 8, does the reflection on the table match the initial scene from Segment 1?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The video ends with a stable wide shot that mirrors the opening composition. Since no environmental changes occur, the reflection on the table must remain temporally consistent with the initial state.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038291"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "If the camera completes a full orbit and returns to the original viewpoint, how should the reflection on the table change?",
+          "options": [
+            "A. It should show a different angle of the chandelier",
+            "B. It should be identical to the first frame’s reflection",
+            "C. It should fade out due to lighting shift",
+            "D. It should reflect the camera itself"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Because the scene is static and the camera returns to an equivalent position with consistent lighting, the reflection should be identical to the initial view, ensuring temporal consistency across the loop.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038298"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "After the camera moves through multiple segments and returns to the starting point, does the reflection of the chandelier remain consistent in brightness and shape?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The lighting is described as 'soft and evenly distributed' throughout, and the chandelier is always present overhead. Therefore, its reflection should remain consistent over time unless obscured, which it isn't.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038304"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the reflection behavior during the entire sequence?",
+          "options": [
+            "A. The reflection changes randomly based on camera speed",
+            "B. The reflection updates dynamically with each new segment",
+            "C. The reflection remains consistent with the current scene and reverts upon return",
+            "D. The reflection disappears when the camera zooms"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt describes a continuous, smooth pan with consistent lighting and no environmental changes. Thus, the reflection should update with each new perspective but revert to the original when returning, maintaining memory consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038311"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Does the reflection on the table’s surface show the same configuration of chair covers when the camera returns to the starting position?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The chair covers are fixed in place and unchanged throughout the video. When the camera returns to the initial viewpoint, the reflection should show the same arrangement, preserving temporal consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038318"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "As the camera moves clockwise around the table, does the reflection on the table surface shift to show the changing background (e.g., from yellow accent wall to curtains)?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The table is centrally located and reflective. As the camera rotates, the angle of incidence changes, causing the reflection to dynamically update to show the new background elements visible from each position.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038334"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "When the camera is positioned at the rear of the room (Segment 4), what should the reflection on the table show?",
+          "options": [
+            "A. The front wall with the yellow accent",
+            "B. The back wall with curtains and doorways",
+            "C. The ceiling only",
+            "D. The camera lens"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "From the rear-facing position, the background consists of the beige curtains and dark wood-framed doorways. These elements would be reflected in the table's surface due to their direct alignment with the viewing angle.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038342"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "Does the reflection on the table update correctly when the camera moves from the left side to the right side of the room?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera pans from left to right, the visible background shifts from the yellow accent wall to the curtains. The reflective surface should mirror this transition, updating accordingly to maintain viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038348"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "Which direction should the reflection of the chandelier appear to move as the camera orbits clockwise around the table?",
+          "options": [
+            "A. Clockwise",
+            "B. Counterclockwise",
+            "C. Stay stationary",
+            "D. Disappear"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The chandelier is fixed overhead. As the camera moves clockwise, the angle of reflection changes such that the chandelier's image appears to move counterclockwise in the table's surface due to the law of reflection and changing incident angles.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038355"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "When the camera returns to the starting position in Segment 8, is the reflection of the yellow accent panel visible on the left side of the table surface?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The starting position shows the white wall with the yellow accent on the left. Since the reflection must align with the actual environment at that viewpoint, the accent panel should be visible in the reflection when the camera returns.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038361"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_994729a47e8c422960439771fbe1d8521844636ffd23c39802813d9b967c4068"
+  },
+  {
+    "task_id": "mem_dl3dv_3566f129daa17ed5e4dc2b67773765d9805e563794dbdf6cd17ac3f8edf8b61b",
+    "instance_id": "mem_dl3dv_3566f129daa17ed5e4dc2b67773765d9805e563794dbdf6cd17ac3f8edf8b61b",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_3566f129daa17ed5e4dc2b67773765d9805e563794dbdf6cd17ac3f8edf8b61b.mp4",
+      "total_frames": 341,
+      "fps": 15.0,
+      "duration_sec": 22.73,
+      "reference_image_path": "inference_img/mem_dl3dv_3566f129daa17ed5e4dc2b67773765d9805e563794dbdf6cd17ac3f8edf8b61b_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, low-to-the-ground shot of a cozy living room featuring a beige sectional sofa arranged in an L-shape, adorned with patterned throw pillows and blankets. The carpeted floor is light gray and plush, stretching across the entire room. A white metal ironing board stands prominently in the center, topped with a large decorative pillow featuring circular patterns in purple, orange, and cream. Behind the sofa, a wall displays multiple framed pictures arranged neatly in rows. To the left, a large flat-screen TV mounted on a black media console shows a vibrant city skyline at dusk, with illuminated skyscrapers against a blue-purple sky. As the camera slowly rotates clockwise around the ironing board, it reveals more of the room: a tall floor lamp near the window, sheer white curtains diffusing natural daylight, and a small side table beside the sofa. The camera then tilts upward slightly, bringing into view the ceiling light fixture — a simple modern design with frosted glass shades — before continuing its rotation to show the underside of the ironing board mesh, which appears as a crisscross grid of white fabric stretched over the frame. The camera continues circling, capturing reflections on the TV screen and the texture of the carpet underfoot, while maintaining focus on the central ironing board and its patterned pillow. Finally, the camera completes its full 360-degree orbit, returning to the original angle but now from a slightly lower vantage point, emphasizing the ironing board’s legs and the shadow they cast on the carpeted floor, with the TV still displaying the city skyline and the beige sectional sofa framing the background."
+        ],
+        "level_2": [
+          "The video starts with a wide-angle, low-to-the-ground shot of a cozy living room featuring a beige sectional sofa arranged in an L-shape, adorned with patterned throw pillows and blankets. The carpeted floor is light gray and plush, stretching across the entire room. A white metal ironing board stands prominently in the center, topped with a large decorative pillow featuring circular patterns in purple, orange, and cream. Behind the sofa, a wall displays multiple framed pictures arranged neatly in rows. To the left, a large flat-screen TV mounted on a black media console shows a vibrant city skyline at dusk, with illuminated skyscrapers against a blue-purple sky. As the camera slowly rotates clockwise around the ironing board, it reveals more of the room: a tall floor lamp near the window, sheer white curtains diffusing natural daylight, and a small side table beside the sofa.",
+          "Continuing from the initial rotation, the camera tilts upward slightly, bringing into view the ceiling light fixture — a simple modern design with frosted glass shades — before continuing its rotation to show the underside of the ironing board mesh, which appears as a crisscross grid of white fabric stretched over the frame. The camera continues circling, capturing reflections on the TV screen and the texture of the carpet underfoot, while maintaining focus on the central ironing board and its patterned pillow. The beige sectional sofa remains visible in the background, framing the scene as the camera moves past the TV and toward the far corner of the room.",
+          "Finally, the camera completes its full 360-degree orbit, returning to the original angle but now from a slightly lower vantage point, emphasizing the ironing board’s legs and the shadow they cast on the carpeted floor. The TV still displays the city skyline, glowing softly in the ambient light. The beige sectional sofa frames the background once again, with its patterned pillows and blankets undisturbed. The wall with framed pictures remains visible behind the sofa, and the ceiling light fixture hovers overhead as the camera holds steady, concluding the continuous loop with the same elements in place: carpeted floor, ironing board with patterned pillow, TV displaying city skyline, and the surrounding furniture and decor."
+        ],
+        "level_3": [
+          "0-20%: The video begins with a low-angle wide shot of a living room featuring a beige sectional sofa with patterned pillows, a light gray carpeted floor, and a white ironing board centered in the frame, topped with a colorful circular-patterned pillow. In the background, a wall displays framed pictures, and to the left, a large TV screen shows a city skyline at dusk. The camera begins a slow clockwise rotation around the ironing board, revealing more of the beige sectional sofa’s curve and a side table beside it. The TV screen remains visible, displaying the glowing city skyline, while the carpeted floor extends beneath all furniture, showing subtle texture under ambient lighting.",
+          "20-40%: As the rotation continues, the camera captures a tall floor lamp near a window with sheer white curtains, allowing soft daylight to filter in. The ironing board remains the focal point, its white metal legs casting faint shadows on the plush carpeted floor, while the wall of framed pictures stays visible behind the sofa. The camera then tilts slightly upward, revealing the ceiling light fixture — a modern design with frosted glass shades — positioned directly above the ironing board. The underside of the ironing board mesh becomes visible, showing its crisscross white fabric structure, while the TV screen reflects ambient light from the room.",
+          "40-60%: Continuing the clockwise rotation, the camera pans past the TV, capturing its full display of the city skyline with illuminated skyscrapers. The beige sectional sofa curves into the frame on the right, with its patterned pillows and blankets undisturbed, while the carpeted floor stretches continuously beneath all objects. The camera moves further around the ironing board, now capturing the back of the sofa and the wall of framed pictures from a different angle. The ironing board’s legs are clearly visible, casting defined shadows on the carpeted floor, while the TV screen glows softly in the background.",
+          "60-80%: As the camera approaches the final quarter of its rotation, it lowers slightly, emphasizing the texture of the carpeted floor and the base of the ironing board’s legs. The TV still displays the city skyline, and the beige sectional sofa frames the right side of the shot, maintaining visual continuity with earlier frames. Reflections on the TV screen and the texture of the carpet underfoot are captured, while the central ironing board and its patterned pillow remain in focus.",
+          "80-100%: Finally, the camera completes its 360-degree orbit, returning to the starting position but from a slightly lower angle, focusing on the ironing board’s legs and their shadows on the carpeted floor. The TV continues to display the city skyline, the beige sectional sofa frames the background, and the ceiling light fixture remains visible overhead — completing the seamless loop with all mandatory landmarks intact: carpeted floor, ironing board with patterned pillow, TV displaying city skyline, and the surrounding furniture and decor."
+        ],
+        "level_4": [
+          "The video begins with a low-angle wide shot of a living room featuring a beige sectional sofa with patterned pillows, a light gray carpeted floor, and a white ironing board centered in the frame, topped with a colorful circular-patterned pillow. In the background, a wall displays framed pictures, and to the left, a large TV screen shows a city skyline at dusk.",
+          "The camera begins a slow clockwise rotation around the ironing board, revealing more of the beige sectional sofa’s curve and a side table beside it. The TV screen remains visible, displaying the glowing city skyline, while the carpeted floor extends beneath all furniture, showing subtle texture under ambient lighting.",
+          "As the rotation continues, the camera captures a tall floor lamp near a window with sheer white curtains, allowing soft daylight to filter in. The ironing board remains the focal point, its white metal legs casting faint shadows on the plush carpeted floor, while the wall of framed pictures stays visible behind the sofa.",
+          "The camera tilts slightly upward, revealing the ceiling light fixture — a modern design with frosted glass shades — positioned directly above the ironing board. The underside of the ironing board mesh becomes visible, showing its crisscross white fabric structure, while the TV screen reflects ambient light from the room.",
+          "Continuing the clockwise rotation, the camera pans past the TV, capturing its full display of the city skyline with illuminated skyscrapers. The beige sectional sofa curves into the frame on the right, with its patterned pillows and blankets undisturbed, while the carpeted floor stretches continuously beneath all objects.",
+          "The camera moves further around the ironing board, now capturing the back of the sofa and the wall of framed pictures from a different angle. The ironing board’s legs are clearly visible, casting defined shadows on the carpeted floor, while the TV screen glows softly in the background.",
+          "As the camera approaches the final quarter of its rotation, it lowers slightly, emphasizing the texture of the carpeted floor and the base of the ironing board’s legs. The TV still displays the city skyline, and the beige sectional sofa frames the right side of the shot, maintaining visual continuity with earlier frames.",
+          "Finally, the camera completes its 360-degree orbit, returning to the starting position but from a slightly lower angle, focusing on the ironing board’s legs and their shadows on the carpeted floor. The TV continues to display the city skyline, the beige sectional sofa frames the background, and the ceiling light fixture remains visible overhead — completing the seamless loop with all mandatory landmarks intact."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Does the TV displaying the city skyline reappear in the same relative position after the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "d0324368976ff45eb84a7c20f3a9e5d09bca7d99e3568b4a8e60c5b6fcf4e2f0_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the ironing board remain visually consistent throughout the camera's orbit?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595526"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which object is consistently described as being centered in the frame during the entire sequence?",
+          "options": [
+            "A. The TV",
+            "B. The sectional sofa",
+            "C. The ironing board",
+            "D. The floor lamp"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595558"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the ironing board’s crisscross mesh structure visible from multiple angles without deformation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595570"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What structural feature of the ironing board is revealed when the camera tilts upward?",
+          "options": [
+            "A. Its wooden base",
+            "B. Its crisscross mesh underside",
+            "C. Its patterned top cushion",
+            "D. Its electrical cord"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595577"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Are fine textures like the carpet and pillow patterns described consistently across segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595586"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which element is explicitly mentioned to have visible texture under ambient lighting?",
+          "options": [
+            "A. The TV screen",
+            "B. The ironing board legs",
+            "C. The carpeted floor",
+            "D. The framed pictures"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595592"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation and return to the starting view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595599"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "How does the final camera angle differ from the initial one?",
+          "options": [
+            "A. It is higher",
+            "B. It is lower",
+            "C. It is tilted backward",
+            "D. It is zoomed in"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595605"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Do background elements like the framed pictures remain consistent when they reappear during the rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595613"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which background element remains visible throughout the entire rotation and must retain its appearance?",
+          "options": [
+            "A. The side table",
+            "B. The TV displaying the city skyline",
+            "C. The floor lamp",
+            "D. The ironing board"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595620"
+        },
+        {
+          "question": "Does the TV displaying the city skyline reappear in the same relative position after the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "12",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the ironing board remain visually consistent throughout the camera's orbit?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595526"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Which object is consistently described as being centered in the frame during the entire sequence?",
+          "options": [
+            "A. The TV",
+            "B. The sectional sofa",
+            "C. The ironing board",
+            "D. The floor lamp"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595558"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Is the ironing board’s crisscross mesh structure visible from multiple angles without deformation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595570"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "What structural feature of the ironing board is revealed when the camera tilts upward?",
+          "options": [
+            "A. Its wooden base",
+            "B. Its crisscross mesh underside",
+            "C. Its patterned top cushion",
+            "D. Its electrical cord"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595577"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Are fine textures like the carpet and pillow patterns described consistently across segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595586"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "Which element is explicitly mentioned to have visible texture under ambient lighting?",
+          "options": [
+            "A. The TV screen",
+            "B. The ironing board legs",
+            "C. The carpeted floor",
+            "D. The framed pictures"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595592"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation and return to the starting view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595599"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "How does the final camera angle differ from the initial one?",
+          "options": [
+            "A. It is higher",
+            "B. It is lower",
+            "C. It is tilted backward",
+            "D. It is zoomed in"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595605"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Do background elements like the framed pictures remain consistent when they reappear during the rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595613"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which background element remains visible throughout the entire rotation and must retain its appearance?",
+          "options": [
+            "A. The side table",
+            "B. The TV displaying the city skyline",
+            "C. The floor lamp",
+            "D. The ironing board"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595620"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the reflection on the TV screen show the actual room environment, including the ironing board and sofa, as seen from the camera's perspective?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt states that reflections are captured on the TV screen during the camera’s rotation. Since the TV is a reflective surface and the camera captures reflections, it must reflect elements of the room such as the ironing board and sofa, which are visible in the scene.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288430"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "Which objects should be visible in the reflection on the TV screen when the camera is positioned directly opposite the TV?",
+          "options": [
+            "A. The ironing board and its patterned pillow",
+            "B. The ceiling light fixture and framed pictures",
+            "C. The window with sheer curtains and floor lamp",
+            "D. The side table and part of the sectional sofa"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "When the camera is opposite the TV, the ironing board is centrally located and prominent. Therefore, the reflection on the TV screen would logically include the ironing board and its decorative pillow, as they are closest and most central to the viewing angle.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288470"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Is the reflection on the TV screen consistent with the presence of ambient daylight coming through the window?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt mentions sheer white curtains diffusing natural daylight. Since the TV screen reflects ambient light, it should reflect this soft daylight, indicating consistency between the lighting in the room and what appears in the reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288480"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "If the camera is rotating around the ironing board, what should appear in the reflection on the TV screen as the camera passes behind the sofa?",
+          "options": [
+            "A. The back of the sofa and wall of framed pictures",
+            "B. The ceiling light fixture",
+            "C. The ironing board’s underside mesh",
+            "D. The carpet texture underfoot"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "As the camera rotates past the sofa, the back of the sofa and the wall of framed pictures become visible. These elements would be reflected in the TV screen if it is angled appropriately, making them the correct content in the reflection at that moment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288487"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "Does the reflection on the TV screen include the city skyline displayed on the screen itself?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The TV screen displays a city skyline, but the reflection on it should show the room environment, not the content being displayed. The reflection and the display are separate — the reflection shows the physical room, while the screen shows digital content.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288494"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "When the camera returns to the original position after completing the 360-degree orbit, does the reflection on the TV screen remain consistent with the initial frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt describes a seamless loop where all elements return to their original state. Since the TV continues to display the city skyline and the room setup remains unchanged, the reflection on the TV screen should also remain temporally consistent with the initial view.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288504"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "In Segment 2, the camera captures reflections on the TV screen. In Segment 8, the camera returns to a similar position. How should the reflection on the TV screen compare?",
+          "options": [
+            "A. It should be identical in content and lighting",
+            "B. It should show a different angle due to camera movement",
+            "C. It should reflect only the ironing board's legs",
+            "D. It should disappear entirely"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Since the environment is static and the camera returns to a nearly identical position (only slightly lower), the reflection on the TV screen should be temporally consistent, showing the same room elements as before, maintaining continuity across segments.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288510"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Does the reflection on the TV screen change when the camera moves to a new segment, even if the room layout stays the same?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "As the camera moves around the room, the angle relative to the TV changes, so the reflection on the screen must update accordingly. Even if the room doesn’t change, the reflection should dynamically shift to reflect the new viewpoint, ensuring temporal consistency with motion.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288521"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "Which statement best describes the reflection on the TV screen across Segments 4 and 5?",
+          "options": [
+            "A. The reflection remains unchanged because the TV is fixed",
+            "B. The reflection updates to show more of the room as the camera moves",
+            "C. The reflection becomes darker due to changing lighting",
+            "D. The reflection disappears when the camera focuses on the ceiling"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "In Segment 4, the camera tilts up and shows the ceiling and underside of the ironing board. In Segment 5, it pans past the TV, implying a change in angle. Thus, the reflection on the TV screen should update to include new parts of the room, demonstrating temporal consistency with motion.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288528"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "After the camera completes its full orbit and returns to the starting position, does the reflection on the TV screen match the one seen at the beginning of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt specifies a continuous loop with the same elements intact. This implies that the reflection on the TV screen, as part of the visual environment, must return to its original state for the loop to be seamless, ensuring temporal consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288535"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "As the camera rotates clockwise around the ironing board, does the reflection on the TV screen update to show the changing perspective of the room?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The camera’s movement changes the angle relative to the TV screen. For the reflection to be physically accurate, it must update to reflect the current room configuration from that viewpoint, ensuring viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288542"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "When the camera is positioned near the window, what should the reflection on the TV screen primarily show?",
+          "options": [
+            "A. The floor lamp and sheer curtains",
+            "B. The ceiling light fixture",
+            "C. The ironing board’s legs and shadow",
+            "D. The back of the sofa"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "When the camera is near the window, the floor lamp and sheer curtains are prominent. The reflection on the TV screen would capture these nearby elements, especially since they are illuminated by daylight and close to the reflective surface.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288548"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "Does the reflection on the TV screen show the correct orientation of objects based on the camera’s position during the rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The reflection must mirror the real-world spatial relationships. As the camera moves, the reflection should adjust to show objects in the correct orientation relative to the viewer, maintaining viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288555"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "When the camera is directly above the ironing board, what should the reflection on the TV screen include?",
+          "options": [
+            "A. The ceiling light fixture and top of the ironing board",
+            "B. The underside mesh of the ironing board",
+            "C. The TV screen’s own display",
+            "D. The side table and sofa armrest"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "From a top-down view, the ceiling light fixture and the top of the ironing board would be visible. Since the TV screen reflects the overhead environment, it should show these elements, aligning with the camera’s viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288561"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "When the camera returns to the original position after a full rotation, is the reflection on the TV screen consistent with the first frame’s reflection?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt describes a seamless loop with no environmental changes. Returning to the original position means the same spatial relationship exists, so the reflection should be identical, preserving viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288567"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_3566f129daa17ed5e4dc2b67773765d9805e563794dbdf6cd17ac3f8edf8b61b"
+  },
+  {
+    "task_id": "mem_dl3dv_22f4385b2f47305c70569783d0383f4bc19c42718f9bfc43b92aedee2626909b",
+    "instance_id": "mem_dl3dv_22f4385b2f47305c70569783d0383f4bc19c42718f9bfc43b92aedee2626909b",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_22f4385b2f47305c70569783d0383f4bc19c42718f9bfc43b92aedee2626909b.mp4",
+      "total_frames": 404,
+      "fps": 15.0,
+      "duration_sec": 26.93,
+      "reference_image_path": "inference_img/mem_dl3dv_22f4385b2f47305c70569783d0383f4bc19c42718f9bfc43b92aedee2626909b_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, low-to-the-ground shot of a cozy living room centered on a black office chair with a patterned pillow (purple, beige, and brown circles) draped over its back. The camera slowly rotates clockwise around the chair, revealing a beige sectional sofa with a matching patterned blanket to the right, a red leather office chair in the background near a desk, and a large TV displaying a bright cityscape mounted on a black TV stand to the left. As the rotation continues, the camera tilts slightly upward to capture framed pictures on the wall, a floor lamp near a doorway, and ambient lighting reflecting off the carpeted floor. The camera then dips downward, moving underneath the chair to reveal the underside of the seat with visible warning labels affixed to the plastic base, followed by a close-up of the black five-star base with casters rolling slightly on the plush beige carpet. Continuing from this low angle, the camera pans up along the chair’s central column, then circles back around to show the full living room again — including the TV on its black stand, the red leather office chair, and the beige sectional sofa — before finally returning to the initial framing, completing the 360-degree orbit while maintaining smooth motion throughout."
+        ],
+        "level_2": [
+          "The video begins with a low-angle, rotating shot around a black office chair adorned with a patterned pillow (purple, beige, and brown circles). The camera moves clockwise, revealing a beige sectional sofa with a patterned blanket to the right, a red leather office chair in the background, and a TV displaying a cityscape on a black TV stand to the left. The carpeted floor is visible beneath, and ambient light illuminates the room, highlighting framed wall art and a floor lamp near a doorway. The camera maintains steady motion as it captures the full layout of the living room.",
+          "Continuing from the first segment, the camera lowers its angle and glides underneath the office chair, focusing on the underside of the seat where warning labels are clearly visible on the plastic structure. The black five-star base with its casters is shown rolling slightly on the beige carpeted floor. The camera then begins to tilt upward along the chair’s central column, preparing to re-emerge into the wider room view while maintaining smooth, continuous motion.",
+          "Finally, the camera rises and completes its circular orbit around the chair, once again showcasing the TV on its black stand displaying a cityscape, the red leather office chair in the background, and the beige sectional sofa with its patterned blanket. The floor lamp near the doorway and the carpeted flooring remain consistent visual anchors. The video concludes by returning to the original framing, having completed a full 360-degree sweep that emphasizes spatial relationships and object placement within the living room."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle shot focused on a black office chair with a colorful patterned pillow (purple, beige, brown circles) draped over its back. The camera begins a slow clockwise rotation, revealing a beige sectional sofa with a patterned blanket to the right and a TV displaying a cityscape on a black TV stand to the left. The carpeted floor and ambient lighting are visible.",
+          "20-40%: As the camera continues its clockwise rotation, more of the living room comes into view: a red leather office chair positioned near a desk in the background, framed artwork on the walls, and a floor lamp standing near a doorway. The camera movement remains smooth and steady, keeping the office chair centered as the focal point. The rotation progresses further, now showing the opposite side of the room, with the TV on its black stand remaining visible on the left and the beige sectional sofa extending across the right side of the frame.",
+          "40-60%: The camera begins to lower its angle, dipping underneath the office chair; the underside of the seat becomes visible, revealing white warning labels affixed to the plastic base. The black five-star base with its casters is partially visible, resting on the beige carpeted floor. The camera fully descends under the chair, offering a detailed view of the underside of the seat with warning labels clearly legible. The black five-star base is now fully in frame, with each caster making contact with the plush carpet. The camera lingers momentarily to emphasize structural details before beginning to rise again.",
+          "60-80%: The camera tilts upward along the central column of the office chair, transitioning smoothly from the under-chair perspective back toward the room’s mid-level view. The black five-star base recedes from focus as the patterned pillow and upper chair structure come back into prominence. Rising further, the camera resumes its clockwise orbit, now capturing the TV on its black stand displaying a cityscape, the red leather office chair in the background, and the beige sectional sofa with its patterned blanket. The floor lamp near the doorway and the ambient lighting remain consistent visual elements.",
+          "80-100%: The camera completes its 360-degree rotation, returning to the initial framing. The black office chair with the patterned pillow remains centered, surrounded by the familiar elements: the beige sectional sofa, the TV on its black stand, the red leather office chair, and the carpeted floor. The video ends with a stable, wide-angle shot mirroring the opening frame."
+        ],
+        "level_4": [
+          "The video opens with a low-angle shot focused on a black office chair with a colorful patterned pillow (purple, beige, brown circles) draped over its back. The camera begins a slow clockwise rotation, revealing a beige sectional sofa with a patterned blanket to the right and a TV displaying a cityscape on a black TV stand to the left. The carpeted floor and ambient lighting are visible.",
+          "As the camera continues its clockwise rotation, more of the living room comes into view: a red leather office chair positioned near a desk in the background, framed artwork on the walls, and a floor lamp standing near a doorway. The camera movement remains smooth and steady, keeping the office chair centered as the focal point.",
+          "The rotation progresses further, now showing the opposite side of the room. The TV on its black stand remains visible on the left, while the beige sectional sofa extends across the right side of the frame. The patterned blanket on the sofa and the carpeted floor continue to provide texture and context to the environment.",
+          "The camera begins to lower its angle, dipping underneath the office chair. The underside of the seat becomes visible, revealing white warning labels affixed to the plastic base. The black five-star base with its casters is partially visible, resting on the beige carpeted floor.",
+          "The camera fully descends under the chair, offering a detailed view of the underside of the seat with warning labels clearly legible. The black five-star base is now fully in frame, with each caster making contact with the plush carpet. The camera lingers momentarily to emphasize structural details before beginning to rise again.",
+          "The camera tilts upward along the central column of the office chair, transitioning smoothly from the under-chair perspective back toward the room’s mid-level view. The black five-star base recedes from focus as the patterned pillow and upper chair structure come back into prominence.",
+          "Rising further, the camera resumes its clockwise orbit, now capturing the TV on its black stand displaying a cityscape, the red leather office chair in the background, and the beige sectional sofa with its patterned blanket. The floor lamp near the doorway and the ambient lighting remain consistent visual elements.",
+          "The camera completes its 360-degree rotation, returning to the initial framing. The black office chair with the patterned pillow remains centered, surrounded by the familiar elements: the beige sectional sofa, the TV on its black stand, the red leather office chair, and the carpeted floor. The video ends with a stable, wide-angle shot mirroring the opening frame."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the TV displaying a cityscape still visible on the left side of the frame when the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "a31705d74cea69ba6d5b3df8a2586f5da81d6dc5672699ecdd2ef550736f7937_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Are the warning labels on the underside of the chair seat visible during the downward tilt?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "a31705d74cea69ba6d5b3df8a2586f5da81d6dc5672699ecdd2ef550736f7937_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the black office chair retain its identity throughout the entire 360-degree rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843255"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which object remains consistently visible and unchanged in identity across all segments?",
+          "options": [
+            "A. The red leather office chair",
+            "B. The TV displaying a cityscape",
+            "C. The black office chair with the patterned pillow",
+            "D. The floor lamp"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843288"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are the colors and patterns of the pillow consistent when viewed from multiple angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843300"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "Which visual detail must remain consistent under the chair despite changing camera angles?",
+          "options": [
+            "A. The color of the casters",
+            "B. The legibility of the warning labels",
+            "C. The number of casters",
+            "D. The material of the carpet"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843307"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the camera return to the exact initial framing after completing the 360-degree orbit?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843316"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What must be preserved for horizontal loop memory to succeed?",
+          "options": [
+            "A. Camera speed",
+            "B. Object positions relative to the chair",
+            "C. Lighting intensity",
+            "D. Frame rate"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843322"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Do the background elements (TV, sofa, red chair) appear unchanged when the camera returns from under the chair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843329"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "Which element serves as a key anchor for background re-entry consistency?",
+          "options": [
+            "A. The patterned blanket",
+            "B. The black TV stand",
+            "C. The floor lamp near the doorway",
+            "D. The carpeted floor"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843335"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the camera maintain consistent vertical positioning when moving from under the chair back to the room view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843343"
+        },
+        {
+          "question": "Is the TV displaying a cityscape still visible on the left side of the frame when the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "12",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Are the warning labels on the underside of the chair seat visible during the downward tilt?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "13",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "14",
+          "type": "binary",
+          "question": "Does the black office chair retain its identity throughout the entire 360-degree rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843255"
+        },
+        {
+          "question_id": "15",
+          "type": "multiple_choice",
+          "question": "Which object remains consistently visible and unchanged in identity across all segments?",
+          "options": [
+            "A. The red leather office chair",
+            "B. The TV displaying a cityscape",
+            "C. The black office chair with the patterned pillow",
+            "D. The floor lamp"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843288"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Are the colors and patterns of the pillow consistent when viewed from multiple angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843300"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "Which visual detail must remain consistent under the chair despite changing camera angles?",
+          "options": [
+            "A. The color of the casters",
+            "B. The legibility of the warning labels",
+            "C. The number of casters",
+            "D. The material of the carpet"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843307"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Does the camera return to the exact initial framing after completing the 360-degree orbit?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843316"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "What must be preserved for horizontal loop memory to succeed?",
+          "options": [
+            "A. Camera speed",
+            "B. Object positions relative to the chair",
+            "C. Lighting intensity",
+            "D. Frame rate"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843322"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Do the background elements (TV, sofa, red chair) appear unchanged when the camera returns from under the chair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843329"
+        },
+        {
+          "question_id": "21",
+          "type": "multiple_choice",
+          "question": "Which element serves as a key anchor for background re-entry consistency?",
+          "options": [
+            "A. The patterned blanket",
+            "B. The black TV stand",
+            "C. The floor lamp near the doorway",
+            "D. The carpeted floor"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843335"
+        },
+        {
+          "question_id": "22",
+          "type": "binary",
+          "question": "Does the camera maintain consistent vertical positioning when moving from under the chair back to the room view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843343"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the reflection in any mirror or reflective surface show the patterned pillow (purple, beige, and brown circles) on the office chair when the camera is positioned to view it?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt does not mention any mirrors or reflective surfaces, so there is no reflection content to evaluate. Therefore, the reflection cannot show the pillow unless a mirror exists, which is not described.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481269"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "If a mirror were present in the room reflecting the TV displaying a cityscape, what should be visible in the reflection when the camera is facing the TV?",
+          "options": [
+            "A. The cityscape displayed on the TV screen",
+            "B. The back of the red leather office chair",
+            "C. The patterned blanket on the sectional sofa",
+            "D. The underside of the office chair base"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The TV displays a bright cityscape, and if a mirror reflects the TV from the same angle as the camera, it should show the cityscape. This assumes the mirror is positioned to reflect the TV’s front-facing display.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481307"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Would a mirror placed near the floor lamp reflect the framed pictures on the wall if the camera is positioned to see both?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt does not describe any mirrors or reflective surfaces. Without a mirror being mentioned, no reflection can occur, making this question hypothetical but grounded in evaluating what would be expected if a mirror existed.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481316"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "If a glass coffee table were added to the scene and reflected the red leather office chair, what object should appear in the reflection when the camera is directly above the table?",
+          "options": [
+            "A. The black office chair with the patterned pillow",
+            "B. The red leather office chair",
+            "C. The TV stand and cityscape",
+            "D. The floor lamp near the doorway"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "If the glass coffee table is positioned such that the red leather office chair is above it, then its reflection should show the chair. The prompt places the red leather chair in the background near a desk, so it could be reflected if the table is angled appropriately.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481323"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "In a scenario where a mirror is mounted on the wall opposite the TV, would the reflection show the cityscape displayed on the TV screen?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "If the mirror is directly across from the TV and faces it, the reflection would include the TV screen showing the cityscape, assuming no obstructions. This tests whether the reflection content matches the actual environment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481330"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "If a mirror appears in Segment 1 and again in Segment 8, does the reflection show the same objects (e.g., TV, sectional sofa) in both segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Since the room layout remains unchanged throughout the video and the camera returns to the original framing, any mirror in the same position would reflect the same scene at both times, assuming no environmental changes.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481339"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the initial framing in Segment 8 after passing under the chair, how should a mirror's reflection change compared to Segment 1?",
+          "options": [
+            "A. It should show different lighting due to time progression",
+            "B. It should reflect the same objects in the same positions",
+            "C. It should only show the underside of the chair",
+            "D. It should reflect the casters rolling on the carpet"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The environment remains consistent across segments; the camera returns to the original position. Thus, any mirror in the same location would reflect the same objects in the same configuration as in Segment 1.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481347"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "If a mirror was visible during the camera’s rotation in Segment 2 and reappears in Segment 7, does the reflection update to show the new camera angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "As the camera moves around the room, the perspective changes. A mirror would reflect the changing environment accordingly, so the reflection should update to match the current viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481353"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "If a mirror shows the TV and sectional sofa in Segment 3, and the camera later returns to the same position in Segment 7, what should the mirror reflect?",
+          "options": [
+            "A. Only the office chair",
+            "B. The TV and sectional sofa, same as before",
+            "C. The underside of the chair base",
+            "D. The floor lamp and doorway"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The camera returns to a similar position, and the room has not changed. Therefore, the mirror should reflect the same objects—TV and sectional sofa—as in Segment 3, ensuring temporal consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481359"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Does the reflection in a mirror remain consistent when the camera passes under the chair and then returns to the original height?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Even though the camera briefly goes under the chair, upon returning to the original height and orientation, the environment remains unchanged. Thus, the mirror’s reflection should also remain consistent with earlier views.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481366"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "As the camera rotates clockwise around the office chair, does the reflection in a mirror show the correct side of the room based on the camera’s angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The reflection must dynamically update with the camera’s movement. As the camera rotates, the mirror should reflect the corresponding part of the room, maintaining spatial accuracy.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481373"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "When the camera dips underneath the chair and looks up at the central column, what should a mirror mounted on the ceiling reflect?",
+          "options": [
+            "A. The underside of the chair and carpet",
+            "B. The TV and sectional sofa",
+            "C. The patterned pillow on the chair back",
+            "D. The floor lamp near the doorway"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "From a low-angle view under the chair, a ceiling-mounted mirror would reflect the immediate surroundings: the underside of the chair and the carpeted floor. This ensures viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481379"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "When the camera pans upward along the chair’s column from under the chair, does the mirror reflect the rising camera path correctly?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera ascends, a mirror in the scene should reflect the changing perspective, including the upward movement and visibility of the chair’s upper structure. This maintains viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481386"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "If a mirror is placed on the wall behind the TV, what should it reflect when the camera is facing the TV from the left?",
+          "options": [
+            "A. The red leather office chair",
+            "B. The patterned blanket on the sofa",
+            "C. The black office chair with the pillow",
+            "D. The TV and cityscape"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "From the left side of the room, the mirror behind the TV would reflect the office chair with the patterned pillow, as it is located in front of the mirror from that vantage point.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481392"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "When the camera completes its 360-degree orbit and returns to the starting position, does the mirror reflect the same scene as it did at the beginning?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The camera returns to the exact same framing and orientation, and the environment has not changed. Thus, any mirror in the scene should reflect the identical view as in the opening shot, preserving viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481398"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_22f4385b2f47305c70569783d0383f4bc19c42718f9bfc43b92aedee2626909b"
+  },
+  {
+    "task_id": "mem_dl3dv_d99d4c9126a46474b90ad4b2565d9daaf529387572ccdc388e3883083b66391a",
+    "instance_id": "mem_dl3dv_d99d4c9126a46474b90ad4b2565d9daaf529387572ccdc388e3883083b66391a",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_d99d4c9126a46474b90ad4b2565d9daaf529387572ccdc388e3883083b66391a.mp4",
+      "total_frames": 350,
+      "fps": 15.0,
+      "duration_sec": 23.33,
+      "reference_image_path": "inference_img/mem_dl3dv_d99d4c9126a46474b90ad4b2565d9daaf529387572ccdc388e3883083b66391a_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a tranquil lakeside park scene, featuring a wooden bench with a black metal frame positioned on a paved walkway that curves gently left along the lake shoreline. Overhanging willow tree branches drape elegantly over the water, casting soft shadows on the grassy bank. The camera slowly pans right, revealing more of the serene lake and the lush greenery surrounding it. As the pan continues, a second identical bench comes into view further down the path, nestled under another large willow tree. A green bucket is visible under this tree, resting near some rocks and partially obscured by low-hanging branches. The paved path continues to wind through the grassy area, bordered by trees and reeds. The camera then circles back slightly, offering a wider perspective that includes both benches, the curving paved walkway, and the shimmering lake surface reflecting the morning light. Continuing from this wide shot, the camera moves forward along the path, passing the first bench again and highlighting the texture of the pavement and scattered leaves. The willow tree’s long, flowing branches sway subtly in the breeze, framing the lake beautifully. Finally, the camera returns to its original position, completing a gentle circular motion that captures the peaceful ambiance of the park, with all mandatory landmarks — willow tree overhanging lake, paved path curving left, benches positioned near water, green bucket under tree, willow tree branches, paved walkway, wooden bench with black metal frame, and lake shoreline — clearly and cohesively integrated throughout the entire sequence."
+        ],
+        "level_2": [
+          "The video opens with a static wide shot of a wooden bench with a black metal frame situated on a paved walkway that curves left along the lake shoreline. Overhanging willow tree branches frame the scene, draping toward the water’s edge. In the background, the calm lake reflects sunlight, while tall reeds and grasses line the shore. The camera begins a slow pan to the right, revealing more of the lake and the continuation of the paved path. A second bench appears in the distance, also placed near the water under another willow tree. The green bucket under the tree becomes visible as the camera moves closer to the second bench, nestled beside rocks and partially hidden by foliage. The paved walkway remains prominent, winding through the grassy terrain.",
+          "Continuing from the previous segment, the camera now focuses on the second bench under the willow tree, capturing the green bucket nearby and the intricate details of the tree’s drooping branches. The camera begins to circle around this bench, showing the paved path extending behind it and the lake shoreline stretching into the distance. The movement reveals the full context of the park: multiple benches spaced along the curving walkway, each positioned for optimal lake views. The camera then transitions smoothly to a forward tracking shot along the paved path, passing the first bench once more. The texture of the stone pavers, scattered dry leaves, and the contrast between the manicured grass and natural shoreline are highlighted. Willow branches continue to sway gently overhead, maintaining the serene atmosphere.",
+          "Finally, the camera completes its circular trajectory by returning to the initial vantage point, offering a familiar yet refreshed view of the first bench and the willow tree overhanging the lake. The paved path curves left as before, leading the eye toward the distant shoreline and the second bench still visible under its own willow canopy. The green bucket remains tucked beneath the tree, a quiet detail anchoring the scene. The camera lingers briefly, allowing the viewer to absorb the full composition: the wooden bench with black metal frame, the paved walkway, the willow tree branches swaying in the breeze, and the tranquil lake shoreline. All mandatory landmarks are present and visually connected, reinforcing the peaceful continuity of the park environment from start to finish."
+        ],
+        "level_3": [
+          "0-20%: The video begins with a medium shot of a wooden bench with a black metal frame positioned on a paved walkway that curves left along the lake shoreline. Overhanging willow tree branches frame the top of the frame, casting shadows on the grass below. The lake glimmers in the background, bordered by reeds and grasses. The camera is stationary but poised to begin a slow pan to the right, then initiates a smooth rightward pan, revealing more of the paved walkway and the continuation of the lake shoreline; the first bench stays in view on the left as the camera uncovers a second bench further down the path, also near the water and under another willow tree, though the green bucket under the second tree is not yet visible.",
+          "20-40%: The pan continues, bringing the second bench fully into view. The green bucket under the tree becomes noticeable, resting near rocks and partially hidden by low-hanging branches. The paved path curves visibly to the left behind the bench, and the lake shoreline extends into the distance. The camera maintains a steady pace, emphasizing the tranquility of the setting. The camera then begins to circle around the second bench, shifting perspective to show the paved walkway extending behind it and the full expanse of the lake shoreline, with willow branches draping gracefully into the frame and the green bucket remaining visible under the tree.",
+          "40-60%: Continuing the circular motion, the camera now faces back toward the first bench, capturing the full length of the paved path that connects both benches. The willow tree overhanging the lake is prominent again, its branches framing the shot. The camera begins a slow forward tracking movement along the paved walkway, passing the first bench once more. As the camera tracks forward, the texture of the stone pavers and scattered dry leaves become more detailed. The grassy bank beside the path is uneven, with patches of dirt and moss. Willow tree branches overhead sway gently, filtering sunlight onto the path, while the lake shoreline remains visible to the right with reeds swaying slightly in the breeze.",
+          "60-80%: The camera continues its forward motion, approaching the end of the paved path near the first bench. It begins to arc back to the left, initiating a return to the original viewpoint. The second bench and the green bucket under the tree come back into view in the distance, framed by the willow branches and the lake beyond. The paved walkway, curving left, remains central to the composition, and the serene ambiance is maintained through subtle movement of foliage and light reflections on the water.",
+          "80-100%: Finally, the camera settles back into its starting position, offering a symmetrical composition of the first bench, the curving paved walkway, and the willow tree overhanging the lake. The green bucket under the distant tree, the wooden bench with black metal frame, the paved walkway, the willow branches, and the lake shoreline are all visible, creating a harmonious and complete visual loop that encapsulates the entire scene. The camera lingers briefly, allowing the viewer to absorb the full composition, with all mandatory landmarks clearly and cohesively integrated."
+        ],
+        "level_4": [
+          "Part 1/8: The video begins with a medium shot of a wooden bench with a black metal frame positioned on a paved walkway that curves left along the lake shoreline. Overhanging willow tree branches frame the top of the frame, casting shadows on the grass below. The lake glimmers in the background, bordered by reeds and grasses. The camera is stationary but poised to begin a slow pan to the right.",
+          "Part 2/8: The camera begins a smooth rightward pan, revealing more of the paved walkway and the continuation of the lake shoreline. The willow tree’s branches remain prominent, gently swaying. The first bench stays in view on the left as the camera uncovers a second bench further down the path, also near the water and under another willow tree. The green bucket under the second tree is not yet visible.",
+          "Part 3/8: The pan continues, bringing the second bench fully into view. The green bucket under the tree becomes noticeable, resting near rocks and partially hidden by low-hanging branches. The paved path curves visibly to the left behind the bench, and the lake shoreline extends into the distance. The camera maintains a steady pace, emphasizing the tranquility of the setting.",
+          "Part 4/8: The camera begins to circle around the second bench, shifting perspective to show the paved walkway extending behind it and the full expanse of the lake shoreline. Willow branches drape gracefully into the frame, enhancing the sense of enclosure and peace. The green bucket remains visible under the tree, adding a subtle human element to the natural scene.",
+          "Part 5/8: Continuing the circular motion, the camera now faces back toward the first bench, capturing the full length of the paved path that connects both benches. The willow tree overhanging the lake is prominent again, its branches framing the shot. The camera begins a slow forward tracking movement along the paved walkway, passing the first bench once more.",
+          "Part 6/8: As the camera tracks forward, the texture of the stone pavers and scattered dry leaves become more detailed. The grassy bank beside the path is uneven, with patches of dirt and moss. The willow tree branches overhead sway gently, filtering sunlight onto the path. The lake shoreline remains visible to the right, with reeds swaying slightly in the breeze.",
+          "Part 7/8: The camera continues its forward motion, approaching the end of the paved path near the first bench. It begins to arc back to the left, initiating a return to the original viewpoint. The second bench and the green bucket under the tree come back into view in the distance, framed by the willow branches and the lake beyond.",
+          "Part 8/8: Finally, the camera settles back into its starting position, offering a symmetrical composition of the first bench, the curving paved walkway, and the willow tree overhanging the lake. The green bucket under the distant tree, the wooden bench with black metal frame, the paved walkway, the willow branches, and the lake shoreline are all visible, creating a harmonious and complete visual loop that encapsulates the entire scene."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Does the wooden bench reappear in the same position when the camera moves backward?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Path Retracing Memory",
+          "question_id": "caf35e90103817a639c72286755aa7b25718666b337269cf7c577b19722a17df_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Is the green bucket still visible under the tree after the camera retraces its path?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Path Retracing Memory",
+          "question_id": "caf35e90103817a639c72286755aa7b25718666b337269cf7c577b19722a17df_0_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the wooden bench with a black metal frame maintain the same appearance when the camera returns to the starting position?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:39.504167"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the bench’s consistency requirement across camera movements?",
+          "options": [
+            "A. It changes color depending on lighting",
+            "B. It must retain identical material and structure",
+            "C. It disappears in later segments",
+            "D. It transforms into a stone bench"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:39.504203"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the paved walkway consistently curve left along the shoreline in all views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:39.504216"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Is the green bucket visible under the second tree when the camera returns to the initial view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:39.504224"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the camera return to the exact initial vantage point at the end of the sequence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:39.504232"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What must be preserved for successful horizontal loop memory?",
+          "options": [
+            "A. Only the bench's position",
+            "B. The entire scene composition including landmarks",
+            "C. Just the camera speed",
+            "D. Only the lake reflection"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:39.504238"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Are the background elements such as the lake and willow trees consistent when the camera returns to the start?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:39.504259"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "How should the paved walkway appear when the camera retraces its path?",
+          "options": [
+            "A. With different texture details",
+            "B. Identical to the forward pass",
+            "C. Completely changed",
+            "D. Only partially visible"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:39.504267"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_d99d4c9126a46474b90ad4b2565d9daaf529387572ccdc388e3883083b66391a"
+  },
+  {
+    "task_id": "mem_dl3dv_81bf2a03aadbf20bf20aa2feb18ab8b9afbd377b5be45e3792622e6e8d227a02",
+    "instance_id": "mem_dl3dv_81bf2a03aadbf20bf20aa2feb18ab8b9afbd377b5be45e3792622e6e8d227a02",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_81bf2a03aadbf20bf20aa2feb18ab8b9afbd377b5be45e3792622e6e8d227a02.mp4",
+      "total_frames": 321,
+      "fps": 15.0,
+      "duration_sec": 21.4,
+      "reference_image_path": "inference_img/mem_dl3dv_81bf2a03aadbf20bf20aa2feb18ab8b9afbd377b5be45e3792622e6e8d227a02_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a low-angle shot of a green octagonal picnic table with black metal legs and attached benches, situated on a paved ground composed of light beige square tiles. The camera slowly circles clockwise around the table, revealing its full structure — slatted tabletop, curved bench seating integrated into the frame, and sturdy black support beams. To the right, a red brick wall runs parallel to the table, while in the background, a distant building entrance with white-framed glass doors and steps leading up to it becomes visible as the camera moves. As the camera continues its orbit, the perspective shifts to show the table from multiple angles: side view, front view, and rear view, all while maintaining consistent lighting under an overcast sky. The tiled pavement features subtle variations in shade and occasional darker grout lines, and a narrow strip of gray stone bordering the walkway appears intermittently. The picnic table remains stationary throughout, with no people or movement other than the camera’s smooth, continuous circular motion. Finally, the camera completes its 360-degree sweep, returning to a position similar to the opening shot but slightly elevated, offering a comprehensive view of the entire scene including the brick wall, the distant entrance, and the geometric pattern of the tiled ground surrounding the green picnic table."
+        ],
+        "level_2": [
+          "The video starts with a close-up, low-angle view of a green octagonal picnic table with black legs and attached benches, resting on a paved surface made of square beige tiles. The camera begins a slow clockwise pan around the table, revealing its slatted top and curved bench seating. In the background, a red brick wall is visible on the right, and further back, a distant building entrance with white-framed glass doors can be seen. The camera continues moving, capturing the texture of the tiles and the clean lines of the table’s construction.",
+          "Continuing from the previous segment, the camera now shows the picnic table from its left side and then its rear, emphasizing the symmetrical design of the attached benches and the black metal framework. The brick wall remains visible along the right edge of the frame, while the paved ground extends outward with consistent tile patterns. The distant building entrance comes more clearly into view as the camera circles, showing steps leading up to the doors. The lighting remains even and diffused, suggesting an overcast day, and no objects or people interrupt the scene.",
+          "Finally, the camera completes its circular path around the green picnic table, now approaching from the front-right angle before returning to a near-original position but slightly higher. The full geometry of the table — octagonal top, curved benches, black supports — is again showcased. The brick wall, tiled pavement, and distant building entrance are all present in the frame, reinforcing the spatial context. The camera movement slows as it settles, offering a final, stable view that encapsulates the entire environment without any additional elements entering the scene."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle shot focused on the front-left corner of a green octagonal picnic table with black metal legs, positioned on a paved ground made of square beige tiles. A red brick wall is visible to the right, and in the far background, a distant building entrance with white-framed doors can be faintly seen. The camera begins a slow clockwise rotation around the table, revealing the full left side of the picnic table, highlighting the attached curved bench and the slatted tabletop. The brick wall remains in view on the right, while the paved ground extends forward with uniform square tiles.",
+          "20-40%: Continuing the clockwise pan, the camera captures the rear-left quarter of the picnic table, showing the symmetry of the bench seating and the black support structure underneath. The brick wall still occupies the right edge of the frame, and the tiled pavement continues to stretch outward. The distant building entrance becomes more clearly visible, with steps leading up to the white-framed doors. As the camera moves to the rear of the table, the full backside comes into view, emphasizing the octagonal shape and the integrated bench design. The brick wall is now partially out of frame, replaced by more of the paved ground.",
+          "40-60%: The camera continues its clockwise arc to the rear-right side of the table, showcasing the right bench and the black leg supports. The brick wall reappears on the right edge, and the tiled pavement stretches diagonally toward the foreground. The distant building entrance remains visible in the background, though slightly obscured by the table’s structure. Now capturing the right side of the picnic table, the camera highlights the curvature of the attached bench and the slatted top. The brick wall runs vertically along the right edge, while the paved ground fills the lower portion of the frame.",
+          "60-80%: The camera moves to the front-right angle of the picnic table, offering a view that combines the tabletop, bench, and black support legs. The brick wall is prominent on the right, and the tiled pavement extends forward. The distant building entrance is still visible in the background, now aligned with the center of the table. The lighting remains even and diffused, suggesting an overcast day, and no objects or people interrupt the scene. The full geometry of the table — octagonal top, curved benches, black supports — is showcased from this perspective.",
+          "80-100%: Finally, the camera completes its circular motion, returning to a position similar to the start but slightly elevated, showing the front-left corner of the green picnic table once more. The brick wall, paved ground with square tiles, and distant building entrance are all visible, creating a cohesive and complete environmental shot. The camera slows to a gentle stop, concluding the sequence. The tiled pavement features subtle variations in shade and occasional darker grout lines, and a narrow strip of gray stone bordering the walkway appears intermittently. The picnic table remains stationary throughout, with no people or movement other than the camera’s smooth, continuous circular motion."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle shot focused on the front-left corner of a green octagonal picnic table with black metal legs, positioned on a paved ground made of square beige tiles. A red brick wall is visible to the right, and in the far background, a distant building entrance with white-framed doors can be faintly seen. The camera begins a slow clockwise rotation around the table.",
+          "Part 2/8: Continuing the clockwise pan, the camera now reveals the full left side of the picnic table, highlighting the attached curved bench and the slatted tabletop. The brick wall remains in view on the right, while the paved ground extends forward with uniform square tiles. The distant building entrance becomes slightly more defined as the camera angle shifts.",
+          "Part 3/8: The camera now captures the rear-left quarter of the picnic table, showing the symmetry of the bench seating and the black support structure underneath. The brick wall still occupies the right edge of the frame, and the tiled pavement continues to stretch outward. The distant building entrance is more clearly visible, with steps leading up to the white-framed doors.",
+          "Part 4/8: As the camera moves to the rear of the table, the full backside of the green picnic table comes into view, emphasizing the octagonal shape and the integrated bench design. The brick wall is now partially out of frame, replaced by more of the paved ground. The distant building entrance remains visible in the background, centered in the upper part of the frame.",
+          "Part 5/8: The camera continues its clockwise arc to the rear-right side of the table, showcasing the right bench and the black leg supports. The brick wall reappears on the right edge, and the tiled pavement stretches diagonally toward the foreground. The distant building entrance is still visible, though slightly obscured by the table’s structure.",
+          "Part 6/8: Now capturing the right side of the picnic table, the camera highlights the curvature of the attached bench and the slatted top. The brick wall runs vertically along the right edge, while the paved ground fills the lower portion of the frame. The distant building entrance remains in view, framed between the table and the wall.",
+          "Part 7/8: The camera moves to the front-right angle of the picnic table, offering a view that combines the tabletop, bench, and black support legs. The brick wall is prominent on the right, and the tiled pavement extends forward. The distant building entrance is still visible in the background, now aligned with the center of the table.",
+          "Part 8/8: Finally, the camera completes its circular motion, returning to a position similar to the start but slightly elevated, showing the front-left corner of the green picnic table once more. The brick wall, paved ground with square tiles, and distant building entrance are all visible, creating a cohesive and complete environmental shot. The camera slows to a gentle stop, concluding the sequence."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the green picnic table still centered in the frame when the camera returns to its initial position?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "d9dcaedb97652c3c67e21da8539aeeedb247790c7eee11ec415cb3c2e809f291_0_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Can the distant building entrance be seen at multiple points during the camera’s movement?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "d9dcaedb97652c3c67e21da8539aeeedb247790c7eee11ec415cb3c2e809f291_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the picnic table maintain the same green color throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:50.034283"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which attribute of the picnic table remains unchanged across all camera angles?",
+          "options": [
+            "A. Its color",
+            "B. Its number of sides",
+            "C. Its position on the ground",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:50.034318"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the picnic table consistently described as octagonal in shape across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:50.034330"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "What must remain constant about the picnic table’s structure during the camera rotation?",
+          "options": [
+            "A. Number of benches",
+            "B. Shape of tabletop",
+            "C. Support leg configuration",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:50.034337"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Are the slatted details of the tabletop mentioned in multiple segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:50.034345"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "Which element reflects high texture fidelity requirements?",
+          "options": [
+            "A. The brick wall",
+            "B. The tiled pavement",
+            "C. The glass doors",
+            "D. The metal legs"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:50.034352"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree orbit around the table?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:50.034359"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "How does the camera return to the starting position?",
+          "options": [
+            "A. Exactly the same",
+            "B. Slightly elevated",
+            "C. From a different direction",
+            "D. With zoomed-in view"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:50.034365"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Is the distant building entrance visible in both the first and last segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:50.034373"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "Which background element must remain consistent upon camera return?",
+          "options": [
+            "A. Brick wall",
+            "B. Building entrance",
+            "C. Tiled pavement",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:50.034379"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_81bf2a03aadbf20bf20aa2feb18ab8b9afbd377b5be45e3792622e6e8d227a02"
+  },
+  {
+    "task_id": "mem_dl3dv_5ae8bcd02acf6cd0b5f65b03d6adbfc55e48b32175bb430cabf2598a503b7f9b",
+    "instance_id": "mem_dl3dv_5ae8bcd02acf6cd0b5f65b03d6adbfc55e48b32175bb430cabf2598a503b7f9b",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_5ae8bcd02acf6cd0b5f65b03d6adbfc55e48b32175bb430cabf2598a503b7f9b.mp4",
+      "total_frames": 338,
+      "fps": 15.0,
+      "duration_sec": 22.53,
+      "reference_image_path": "inference_img/mem_dl3dv_5ae8bcd02acf6cd0b5f65b03d6adbfc55e48b32175bb430cabf2598a503b7f9b_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, low-to-ground tracking shot moving forward across a lush green lawn toward a modern architectural complex. On the left, a curved metallic facade with reflective silver panels dominates the frame, featuring a prominent circular window near its center. The sky above is partly cloudy, and cloud reflections shimmer across the polished metallic surfaces. As the camera glides forward, it reveals a glass-paneled tower on the right with a distinct blue tint, its vertical structure mirroring the sky and surrounding environment. In the distant background to the far left, a red building peeks into view, contrasting with the cool metallic tones of the foreground structures. The camera continues its smooth, steady movement along the grassy expanse, maintaining the green lawn in the foreground while gradually revealing more of the interplay between the curved metallic structure and the glass tower. Reflective metallic panels on both buildings capture shifting light and reflections as the camera pans slightly rightward, emphasizing the curvature and sleekness of the architecture. The video concludes with the camera still moving forward, keeping the green lawn anchored at the bottom of the frame, the curved facade receding slightly to the left, and the glass tower rising prominently on the right — all under a bright sky with dynamic cloud reflections dancing across every surface."
+        ],
+        "level_2": [
+          "The video begins with a low-angle tracking shot advancing across a vibrant green lawn toward a futuristic building complex. On the left stands a curved metallic facade composed of highly reflective silver panels, punctuated by a circular window near its center. Cloud reflections ripple across the shiny surfaces as the camera moves forward. In the far-left background, a distant red building is partially visible, adding color contrast. The green lawn remains dominant in the foreground throughout this segment.",
+          "Continuing from the previous motion, the camera maintains its forward glide, now revealing more of the adjacent glass-paneled tower on the right. This tower features a pronounced blue tint and vertical glass panels that reflect the sky and nearby structures. The curved metallic facade on the left continues to dominate the left side of the frame, its reflective panels capturing shifting light. The green lawn persists in the foreground, anchoring the composition as the camera subtly pans right, aligning the two architectural elements within the same visual plane.",
+          "Finally, the camera proceeds forward with sustained momentum, now fully framing the juxtaposition of the curved metallic facade on the left and the tall glass-paneled tower with blue-tinted windows on the right. Cloud reflections animate both surfaces, creating a dynamic interplay of light and form. The green lawn stretches continuously in the foreground, leading the eye toward the architectural convergence. The distant red building remains faintly visible in the background, completing the scene’s spatial depth before the video ends with the camera still in motion."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle, forward-moving shot across a neatly trimmed green lawn. A curved metallic facade with reflective silver panels appears on the left, featuring a circular window near its center. Clouds are reflected on the glossy surface, and a distant red building is faintly visible on the far left. The sky is partly cloudy, casting soft shadows on the grass. As the camera advances smoothly, reflections of clouds glide across the metallic panels, enhancing the sense of motion and depth.",
+          "20-40%: Continuing forward, the camera maintains focus on the curved metallic facade while bringing the edge of a glass-paneled tower on the right into clearer view. The green lawn remains prominent in the foreground. The glass tower features a pronounced blue tint and vertical glass panels that reflect the sky and surrounding structures. The circular window on the curved facade remains visible, and the reflective metallic panels continue to mirror the moving clouds. The distant red building stays in the background, subtly anchoring the scene’s spatial context.",
+          "40-60%: The camera progresses further, widening the angle slightly to include more of the glass tower’s height. The curved metallic facade on the left curves inward, creating a sense of enclosure. The green lawn fills the lower third of the frame, and cloud reflections remain active on both building surfaces. The camera positions the glass-paneled tower more centrally on the right side of the frame, while the curved metallic facade recedes slightly but remains a strong visual element on the left. The circular window is still visible, and the reflective panels shimmer with cloud movements.",
+          "60-80%: The shot now emphasizes the architectural contrast between the curved metallic structure and the vertical glass tower. The camera subtly pans right, aligning both structures within a balanced composition. The green lawn stretches uninterrupted in the foreground, and cloud reflections animate the entire scene, creating a cohesive visual rhythm. The full verticality of the blue-tinted glass tower becomes apparent alongside the sweeping curve of the metallic facade. The reflective metallic panels continue to capture the sky’s changing patterns, and the distant red building reappears slightly as the perspective shifts.",
+          "80-100%: Finally, the camera continues moving forward, holding the dual-structure composition firmly in view. The curved metallic facade occupies the left third, while the glass tower dominates the right. Cloud reflections dance across both surfaces, and the green lawn remains consistently in the foreground. The distant red building is faintly visible in the background, completing the scene’s spatial depth. The video ends mid-motion, preserving the sense of ongoing exploration and architectural harmony."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle, forward-moving shot across a neatly trimmed green lawn. A curved metallic facade with reflective silver panels appears on the left, featuring a circular window near its center. Clouds are reflected on the glossy surface, and a distant red building is faintly visible on the far left. The sky is partly cloudy, casting soft shadows on the grass.",
+          "Part 2/8: Continuing forward, the camera maintains focus on the curved metallic facade while beginning to reveal the edge of a glass-paneled tower on the right. The green lawn remains prominent in the foreground. Reflections of clouds glide across the metallic panels as the camera advances smoothly, enhancing the sense of motion and depth.",
+          "Part 3/8: The camera progresses further, bringing the glass-paneled tower into clearer view. Its blue-tinted glass reflects the sky and surrounding structures. The circular window on the curved facade remains visible, and the reflective metallic panels continue to mirror the moving clouds. The distant red building stays in the background, subtly anchoring the scene’s spatial context.",
+          "Part 4/8: As the camera moves ahead, the angle widens slightly to include more of the glass tower’s height. The curved metallic facade on the left curves inward, creating a sense of enclosure. The green lawn fills the lower third of the frame, and cloud reflections remain active on both building surfaces, reinforcing the dynamic lighting conditions.",
+          "Part 5/8: The camera continues its steady forward motion, now positioning the glass-paneled tower more centrally on the right side of the frame. The curved metallic facade recedes slightly but remains a strong visual element on the left. The circular window is still visible, and the reflective panels shimmer with cloud movements. The distant red building is less prominent but still present.",
+          "Part 6/8: The shot now emphasizes the architectural contrast between the curved metallic structure and the vertical glass tower. The camera subtly pans right, aligning both structures within a balanced composition. The green lawn stretches uninterrupted in the foreground, and cloud reflections animate the entire scene, creating a cohesive visual rhythm.",
+          "Part 7/8: The camera maintains its forward trajectory, now showing the full verticality of the blue-tinted glass tower alongside the sweeping curve of the metallic facade. The reflective metallic panels continue to capture the sky’s changing patterns. The green lawn anchors the bottom of the frame, and the distant red building reappears slightly as the perspective shifts.",
+          "Part 8/8: Finally, the camera continues moving forward, holding the dual-structure composition firmly in view. The curved metallic facade occupies the left third, while the glass tower dominates the right. Cloud reflections dance across both surfaces, and the green lawn remains consistently in the foreground. The video ends mid-motion, preserving the sense of ongoing exploration and architectural harmony."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the circular window still visible on the curved metallic facade when the camera returns to the initial angle?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "d777a575c7165bf529c998cc22a3eb0502fb998e1fcdc788e9a13ba5a19e3819_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the curved metallic facade remain the same object throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718218"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which building is consistently present on the left side of the frame from Segment 1 to Segment 8?",
+          "options": [
+            "A. The red building",
+            "B. The glass-paneled tower",
+            "C. The curved metallic facade",
+            "D. A new structure appears"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718248"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the curvature of the metallic facade change as the camera moves forward?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718257"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What happens to the shape of the glass tower as it becomes more visible?",
+          "options": [
+            "A. It bends into a curve",
+            "B. It remains vertically straight",
+            "C. It appears shorter",
+            "D. It changes color"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718263"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Do cloud reflections on the metallic facade match the sky's movement in real time?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718269"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "How do the reflections on the glass tower behave as the camera advances?",
+          "options": [
+            "A. They become static",
+            "B. They mirror moving clouds",
+            "C. They fade out",
+            "D. They show unrelated scenes"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718274"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera reverse direction at any point during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718279"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What is the nature of the camera's motion throughout the sequence?",
+          "options": [
+            "A. Oscillating back and forth",
+            "B. Forward tracking only",
+            "C. Rotating 360 degrees",
+            "D. Zooming in and out"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718284"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are the reflections on the metallic facade consistent with the visible sky?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718290"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "What does the reflection on the glass tower include?",
+          "options": [
+            "A. Only the sky",
+            "B. The sky and nearby structures",
+            "C. The red building alone",
+            "D. No reflections at all"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718296"
+        },
+        {
+          "question": "Is the circular window still visible on the curved metallic facade when the camera returns to the initial angle?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "12",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the curved metallic facade remain the same object throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718218"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Which building is consistently present on the left side of the frame from Segment 1 to Segment 8?",
+          "options": [
+            "A. The red building",
+            "B. The glass-paneled tower",
+            "C. The curved metallic facade",
+            "D. A new structure appears"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718248"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the curvature of the metallic facade change as the camera moves forward?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718257"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "What happens to the shape of the glass tower as it becomes more visible?",
+          "options": [
+            "A. It bends into a curve",
+            "B. It remains vertically straight",
+            "C. It appears shorter",
+            "D. It changes color"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718263"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Do cloud reflections on the metallic facade match the sky's movement in real time?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718269"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "How do the reflections on the glass tower behave as the camera advances?",
+          "options": [
+            "A. They become static",
+            "B. They mirror moving clouds",
+            "C. They fade out",
+            "D. They show unrelated scenes"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718274"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the camera reverse direction at any point during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718279"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "What is the nature of the camera's motion throughout the sequence?",
+          "options": [
+            "A. Oscillating back and forth",
+            "B. Forward tracking only",
+            "C. Rotating 360 degrees",
+            "D. Zooming in and out"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718284"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Are the reflections on the metallic facade consistent with the visible sky?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718290"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "What does the reflection on the glass tower include?",
+          "options": [
+            "A. Only the sky",
+            "B. The sky and nearby structures",
+            "C. The red building alone",
+            "D. No reflections at all"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718296"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the reflection on the curved metallic facade include the partly cloudy sky and moving clouds as described in the prompt?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt explicitly states that 'cloud reflections shimmer across the polished metallic surfaces,' indicating that the sky and clouds must be visible in the reflection, matching the actual environment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615172"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "Which of the following objects should be reflected in the glass-paneled tower's blue-tinted windows according to the prompt?",
+          "options": [
+            "A. The red building and green lawn",
+            "B. The curved metallic facade and partly cloudy sky",
+            "C. The camera operator and tripod",
+            "D. A distant mountain range"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt says the glass tower 'mirrors the sky and surrounding environment,' and the surrounding environment includes the curved metallic facade and the partly cloudy sky. The red building is too distant and not directly adjacent, so it’s less likely to be a primary reflection. The camera operator is not mentioned, nor is a mountain range.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615212"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Is the circular window on the curved metallic facade reflected in the glass tower’s surface when both structures are visible together?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Since the glass tower reflects the surrounding environment and the curved metallic facade with its circular window is adjacent and visible, the reflection should include the window as part of the reflected scene, assuming proper angles and lighting.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615223"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "What should be visible in the reflection of the metallic panels when the camera is at the beginning of Segment 1?",
+          "options": [
+            "A. The green lawn and the red building",
+            "B. The sky with clouds and the distant red building",
+            "C. The glass tower and the camera lens",
+            "D. The ground beneath the camera"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "At the start of Segment 1, the metallic facade is on the left, and the sky above is partly cloudy. The red building is faintly visible in the background. Therefore, the reflection should show the sky and clouds, along with the distant red building if within the field of view of the reflective surface.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615231"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "Does the reflection in the glass tower include the green lawn in the foreground?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt describes the glass tower reflecting 'the sky and surrounding environment.' Since the green lawn is part of the immediate surroundings and occupies the foreground, it should appear in the reflection depending on the angle, especially as the camera moves closer.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615237"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "When the camera returns to a similar position in Segment 7 after having moved forward through earlier segments, does the reflection of the sky remain consistent with prior views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt describes dynamic cloud reflections throughout the video, but since the sky remains partly cloudy and no time jump is indicated, the reflection should maintain continuity—clouds should move naturally but consistently across frames, preserving temporal coherence.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615247"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "In Segment 3, when the glass tower becomes more visible, how should the reflection on its surface compare to that seen in Segment 2?",
+          "options": [
+            "A. It should be identical because the camera hasn’t changed much",
+            "B. It should show more of the sky and less of the lawn due to changing perspective",
+            "C. It should suddenly show raindrops or water stains",
+            "D. It should reflect only the camera and not the environment"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "As the camera advances and reveals more of the glass tower, the viewing angle changes, so the reflection should shift accordingly—showing more sky and possibly less of the lower foreground elements like the lawn, maintaining temporal consistency with movement.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615254"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Does the reflection of the red building in the metallic facade remain visible throughout all segments where the red building is in the background?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The red building is described as 'faintly visible' in multiple segments (e.g., Segments 1, 3, 5, 7), implying it stays in the background. If the metallic facade reflects the surrounding environment, the red building should appear in the reflection whenever it is within the field of view of the reflective surface.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615261"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "If the sky conditions change from partly cloudy to fully overcast between Segment 4 and Segment 8, would the reflections on both buildings still be consistent with the original description?",
+          "options": [
+            "A. Yes, because the prompt specifies partly cloudy skies throughout",
+            "B. No, because the prompt never mentions such a change",
+            "C. Yes, because reflections always adapt automatically",
+            "D. No, because reflections should match real-world lighting"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt consistently describes a partly cloudy sky across all segments. Therefore, any deviation such as full overcast would violate the described environment, making the reflection inconsistent. Thus, reflections must remain aligned with the stated weather condition.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615268"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Are the cloud reflections on the metallic panels continuously updated as the camera moves forward across segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt emphasizes 'shifting light and reflections' and 'dancing across every surface,' indicating that cloud reflections should evolve dynamically over time, updating appropriately as the camera progresses through each segment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615275"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "As the camera pans slightly rightward in Segment 2, do the reflections in the glass tower update to show a wider portion of the sky and the curved facade?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Panning rightward changes the angle of view relative to the glass tower. The reflection should adjust accordingly to include more of the sky and the adjacent curved metallic structure, ensuring viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615282"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "When the camera moves forward and shifts focus from the metallic facade to the glass tower, what should happen to the reflection in the glass tower?",
+          "options": [
+            "A. It should stay fixed regardless of camera motion",
+            "B. It should show more of the sky and less of the grassy foreground",
+            "C. It should reflect the camera itself prominently",
+            "D. It should become blurry and indistinct"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera moves forward and upward toward the glass tower, the angle of incidence changes, causing the reflection to capture more of the overhead sky and less of the low-angle foreground. This aligns with realistic viewpoint-dependent reflection behavior.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615288"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "When the camera reaches Segment 8 and the glass tower dominates the right side, does the reflection in its surface correctly show the curved metallic facade on the left?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "With both buildings in frame and the glass tower facing the curved facade, the reflection should include the metallic structure, especially given the prompt's emphasis on their visual interplay and mutual reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615295"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "How should the reflection of the circular window on the metallic facade change as the camera moves from Segment 1 to Segment 5?",
+          "options": [
+            "A. It should disappear entirely from the reflection",
+            "B. It should grow larger and clearer in the glass tower's reflection",
+            "C. It should remain static in size and position",
+            "D. It should distort into an oval shape due to curvature"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera advances and the glass tower becomes more central, the angle allows for a clearer and more direct reflection of the circular window. Due to proximity and alignment, the reflection should appear larger and more defined, consistent with viewpoint changes.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615301"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "Does the reflection in the glass tower accurately depict the relative positions of the sky, clouds, and nearby buildings based on the camera’s current location?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt specifies that the glass tower mirrors the sky and surrounding environment. As the camera moves, the reflection must update to reflect accurate spatial relationships, meaning the relative positions of reflected objects must align with the real-world layout from the current viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615308"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_5ae8bcd02acf6cd0b5f65b03d6adbfc55e48b32175bb430cabf2598a503b7f9b"
+  },
+  {
+    "task_id": "mem_dl3dv_79a83bafedafbc6b5985d320fd21c78cd4d946d1b35fe62d5e4e4d9cf8ce8167",
+    "instance_id": "mem_dl3dv_79a83bafedafbc6b5985d320fd21c78cd4d946d1b35fe62d5e4e4d9cf8ce8167",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_79a83bafedafbc6b5985d320fd21c78cd4d946d1b35fe62d5e4e4d9cf8ce8167.mp4",
+      "total_frames": 369,
+      "fps": 15.0,
+      "duration_sec": 24.6,
+      "reference_image_path": "inference_img/mem_dl3dv_79a83bafedafbc6b5985d320fd21c78cd4d946d1b35fe62d5e4e4d9cf8ce8167_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of a serene lakeside scene, featuring a wooden walkway leading to a hexagonal pavilion with a traditional East Asian-style roof adorned with decorative eaves. The walkway is flanked by tall reeds and calm water on both sides, with lush green trees partially framing the shot. In the background, a distant city skyline with modern high-rise buildings is visible under a clear blue sky. The camera slowly moves forward along the wooden walkway, passing beneath the pavilion’s entrance arch, revealing its intricate roof structure supported by thick wooden pillars. As the camera enters the pavilion, it pans upward to showcase the geometric ceiling beams and ornamental trim, then sweeps across the interior, highlighting several simple metal benches arranged around the perimeter. The wooden railings on both sides of the walkway remain consistently visible throughout. Continuing from inside the pavilion, the camera rotates to capture the panoramic view through the open sides — the city skyline framed by the railings, the shimmering lake surface, and surrounding vegetation. The camera then tilts down to show the clean wooden planks of the floor before panning back toward the entrance, exiting the pavilion while maintaining focus on the symmetry of the walkway and the natural scenery. Finally, the camera pulls back slightly as it reaches the end of the walkway, offering one last sweeping view of the entire structure nestled between nature and urban backdrop, emphasizing the peaceful contrast between the tranquil pavilion and the bustling city beyond."
+        ],
+        "level_2": [
+          "The video begins with a slow forward tracking shot along a wooden walkway that leads to a hexagonal pavilion. Tall reeds and calm water flank both sides of the path, while in the distance, a modern city skyline rises above the treeline under a bright blue sky. The camera approaches the pavilion’s entrance, where decorative eaves and sturdy wooden railings frame the view. As the camera enters, it reveals the pavilion’s roof structure — a layered, geometric design with ornamental trim — and pans across the interior, showing empty metal benches placed along the perimeter. The wooden floorboards are clearly visible, and the railings continue seamlessly from the walkway into the pavilion space.",
+          "Continuing from inside the pavilion, the camera pans upward to emphasize the architectural details of the roof, then rotates horizontally to offer a 360-degree view of the surroundings. Through the open sides of the pavilion, the distant city skyline is clearly visible, framed by the wooden railings and lush greenery. The camera tilts down to highlight the polished wooden flooring and the arrangement of benches, then begins to move backward toward the entrance, capturing the symmetry of the walkway and the reflection of sunlight on the water. The reeds sway gently in the breeze, adding movement to the tranquil scene.",
+          "Finally, the camera exits the pavilion and continues moving backward along the wooden walkway, pulling away from the structure to reveal its full context within the landscape. The hexagonal pavilion remains centered in the frame, surrounded by reeds and water, with the city skyline forming a contrasting backdrop. The wooden railings on both sides of the walkway guide the viewer’s eye toward the horizon. The video ends with a wide, static shot that encapsulates the harmony between natural serenity and urban development, leaving the viewer with a sense of peaceful coexistence."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a wide shot of a wooden walkway extending toward a hexagonal pavilion, flanked by tall reeds and calm water. In the background, a distant city skyline with high-rise buildings is visible under a clear blue sky. The camera begins a slow forward movement along the walkway, passing beneath leafy tree branches on the left, and continues approaching the entrance of the pavilion where decorative eaves and sturdy wooden railings become more prominent.",
+          "20-40%: The camera enters the pavilion, revealing its interior: the roof structure with layered beams and ornamental trim is showcased as the camera tilts upward; wooden support pillars frame the view, and metal benches are visible along the inner perimeter. The wooden floor planks appear smooth and well-maintained. The camera then pans slowly to the right, capturing the arrangement of benches and the open views through the railings, with the distant city skyline framed by wooden railings and surrounding greenery.",
+          "40-60%: Inside the pavilion, the camera continues its circular pan, now facing the opposite side, revealing more of the lake and dense reeds bordering the water. The wooden railings remain consistent in design, and the hexagonal shape is emphasized by the symmetrical layout of benches and pillars. Sunlight filters through the roof structure, casting soft shadows on the floor. The camera then tilts downward to focus on the wooden floor before beginning to move backward toward the entrance.",
+          "60-80%: As the camera retreats from the interior, the benches and railings recede into view, maintaining the perspective of the pavilion’s depth and spatial layout; reeds and water on either side come back into frame. Exiting the pavilion, the camera continues to pull back along the wooden walkway, now viewing the hexagonal roof and decorative eaves from behind, with the city skyline once again becoming the dominant background element. The wooden railings guide the eye back toward the starting point of the walkway.",
+          "80-100%: The video concludes with a final wide shot as the camera stops at the end of the walkway; the entire pavilion is centered in the frame, surrounded by natural elements—reeds, water, and trees—and juxtaposed against the distant city skyline. The scene captures the quiet beauty of the structure nestled between nature and urban life, ending on a note of serene balance, with the wooden railings guiding the viewer’s eye toward the horizon and emphasizing the harmony between tranquility and development."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a wide shot of a wooden walkway extending toward a hexagonal pavilion, flanked by tall reeds and calm water. In the background, a distant city skyline with high-rise buildings is visible under a clear blue sky. The camera begins a slow forward movement along the walkway, passing beneath leafy tree branches on the left.",
+          "Part 2/8: Continuing forward, the camera approaches the entrance of the pavilion. The decorative eaves of the hexagonal roof become more prominent, and the wooden railings on both sides of the walkway are clearly defined. Reeds sway gently beside the water, and the city skyline remains visible through gaps in the foliage.",
+          "Part 3/8: The camera enters the pavilion, revealing its interior. The roof structure — with layered beams and ornamental trim — is showcased as the camera tilts upward. Wooden support pillars frame the view, and metal benches are visible along the inner perimeter. The wooden floor planks appear smooth and well-maintained.",
+          "Part 4/8: Inside the pavilion, the camera pans slowly to the right, capturing the arrangement of benches and the open views through the railings. The distant city skyline is framed by the wooden railings and surrounding greenery. Sunlight filters through the roof structure, casting soft shadows on the floor.",
+          "Part 5/8: The camera continues its circular pan, now facing the opposite side of the pavilion. The view reveals more of the lake and the dense reeds bordering the water. The wooden railings remain consistent in design, and the hexagonal shape of the pavilion is emphasized by the symmetrical layout of the benches and pillars.",
+          "Part 6/8: The camera tilts downward to focus on the wooden floor, then begins to move backward toward the entrance. The benches and railings recede into view as the camera retreats, maintaining the perspective of the pavilion’s depth and spatial layout. The reeds and water on either side come back into frame.",
+          "Part 7/8: Exiting the pavilion, the camera continues to pull back along the wooden walkway. The hexagonal roof and decorative eaves are now seen from behind, with the city skyline once again becoming the dominant background element. The wooden railings guide the eye back toward the starting point of the walkway.",
+          "Part 8/8: The video concludes with a final wide shot as the camera stops at the end of the walkway. The entire pavilion is centered in the frame, surrounded by natural elements and juxtaposed against the distant city skyline. The scene captures the quiet beauty of the structure nestled between nature and urban life, ending on a note of serene balance."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Does the camera return to the exact same viewpoint at the entrance of the wooden walkway as it started?",
+          "answer": "Yes",
+          "type": "multiple_choice",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Path Retracing Memory",
+          "question_id": "c2149033f1026e706a59d8e8f63bec610949d03d322b2fffbab03ba836978455_0_0"
+        },
+        {
+          "question": "Are the benches inside the pavilion still in the same position when the camera exits as they were upon entry?",
+          "answer": "Yes",
+          "type": "multiple_choice",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Path Retracing Memory",
+          "question_id": "c2149033f1026e706a59d8e8f63bec610949d03d322b2fffbab03ba836978455_0_1"
+        },
+        {
+          "question": "Is the city skyline consistently visible through the pavilion’s open sides during both entry and exit?",
+          "answer": "Yes",
+          "type": "multiple_choice",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "c2149033f1026e706a59d8e8f63bec610949d03d322b2fffbab03ba836978455_1_0"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_79a83bafedafbc6b5985d320fd21c78cd4d946d1b35fe62d5e4e4d9cf8ce8167"
+  },
+  {
+    "task_id": "mem_dl3dv_bde60503f811435bd7d0eb9034ea71c30ed56055a881f426fec7b53e07d5bd2b",
+    "instance_id": "mem_dl3dv_bde60503f811435bd7d0eb9034ea71c30ed56055a881f426fec7b53e07d5bd2b",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_bde60503f811435bd7d0eb9034ea71c30ed56055a881f426fec7b53e07d5bd2b.mp4",
+      "total_frames": 382,
+      "fps": 15.0,
+      "duration_sec": 25.47,
+      "reference_image_path": "inference_img/mem_dl3dv_bde60503f811435bd7d0eb9034ea71c30ed56055a881f426fec7b53e07d5bd2b_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a forward-moving shot along a wooden walkway flanked by grassy slopes and scattered fallen leaves, leading toward a set of wide wooden stairs ascending between tree-lined banks. The camera smoothly approaches the base of the stairs, revealing metal railings on both sides and scattered yellow leaves across the treads. As the camera climbs the stairs, it reveals a paved brick area at the top platform, bordered by black metal railings and framed by tall trees. At the center of this platform stands a circular sculpture mounted on a pedestal, visible through the tree trunks. Continuing from the top, the camera pans slightly to show the sculpture more clearly, then turns around to retrace its path down the stairs, passing again the wooden walkway and grassy slopes. The video ends with a final view looking back up the stairs, capturing the full sequence: the tree-lined path, the wooden stairs with fallen leaves, the circular sculpture at the top platform, the paved brick area, and the black metal railings surrounding the viewing space — all under an overcast sky that casts soft, diffused light across the scene."
+        ],
+        "level_2": [
+          "The video begins with a steady forward movement along a wooden walkway flanked by grassy slopes, leading directly toward a broad set of wooden stairs. The stairs are lined with metal railings on both sides and covered in scattered fallen leaves. Trees frame both sides of the path, creating a natural corridor. The camera ascends the stairs slowly, capturing the texture of the wood and the accumulation of leaves on each tread, while the overcast sky provides even, muted lighting.",
+          "Continuing from the top of the stairs, the camera enters a paved brick area enclosed by black metal railings. In the center of this elevated platform stands a circular sculpture mounted on a pedestal, partially obscured by tree trunks. The camera pans slightly to center the sculpture in view, highlighting its metallic surface and abstract form against the backdrop of green foliage and gray sky. Surrounding trees sway gently, and fallen leaves litter the edges of the platform and pathway.",
+          "Finally, the camera reverses direction, descending the wooden stairs once more, passing the same railings and leaf-strewn steps as before. It continues onto the wooden walkway flanked by grassy slopes, offering a backward perspective of the entire ascent. The video concludes with a rear-facing view of the stairs, reinforcing the spatial relationship between the paved pathway leading to stairs, the tree-lined path, the circular sculpture at the top platform, and the black metal railings that define the space — all captured in continuous motion under consistent overcast conditions."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a forward-moving shot along a straight wooden walkway bordered by grassy slopes on both sides. Fallen leaves scatter lightly across the planks. In the distance, a set of wide wooden stairs rises between tree-lined embankments under an overcast sky. The camera advances closer to the base of the wooden stairs, revealing metal railings on both sides. The stairs are constructed of dark brown composite material, with scattered yellow and brown leaves resting on the treads. Tree trunks flank the entrance, framing the ascent.",
+          "20-40%: The camera begins climbing the stairs, moving steadily upward. Each step is visible, with leaves accumulating in corners and along edges. The black metal railings remain prominent on either side, and the overcast sky is visible above through gaps in the canopy. Reaching the top landing, the camera transitions onto a paved brick area surrounded by black metal railings. A circular sculpture mounted on a low pedestal comes into view, centered within the platform and partially framed by tree trunks. The ground is clean but shows signs of seasonal leaf fall.",
+          "40-60%: The camera pans slightly to the right, bringing the circular sculpture fully into focus. Its metallic, ring-like structure contrasts with the surrounding greenery. Behind it, the open landscape stretches into the distance, with trees and a faint horizon visible under the gray sky. The camera then begins to turn around, pivoting to face back down the stairs. The paved brick area remains in view momentarily, with the sculpture now behind the camera. The black metal railings guide the eye downward as the descent begins.",
+          "60-80%: Descending the wooden stairs, the camera retraces its earlier path. Leaves are still visible on the treads, and the metal railings on both sides frame the descent. The tree-lined path below becomes clearer as the camera lowers in elevation. The camera reaches the bottom of the stairs and continues onto the wooden walkway flanked by grassy slopes, maintaining backward motion.",
+          "80-100%: The camera moves backward slightly, offering a final wide-angle view of the entire sequence: the stairs, the circular sculpture atop the platform, the paved brick area, and the black metal railings — all under the same soft, overcast lighting. This concluding perspective reinforces the spatial relationship between the wooden walkway, grassy slopes, leaf-strewn stairs, elevated platform, and central sculpture, captured in continuous motion."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a forward-moving shot along a straight wooden walkway bordered by grassy slopes on both sides. Fallen leaves scatter lightly across the planks. In the distance, a set of wide wooden stairs rises between tree-lined embankments under an overcast sky.",
+          "Part 2/8: The camera advances closer to the base of the wooden stairs, revealing metal railings on both sides. The stairs are constructed of dark brown composite material, with scattered yellow and brown leaves resting on the treads. Tree trunks flank the entrance, framing the ascent.",
+          "Part 3/8: The camera begins climbing the stairs, moving steadily upward. Each step is visible, with leaves accumulating in corners and along edges. The black metal railings remain prominent on either side, and the overcast sky is visible above through gaps in the canopy.",
+          "Part 4/8: Reaching the top landing, the camera transitions onto a paved brick area surrounded by black metal railings. A circular sculpture mounted on a low pedestal comes into view, centered within the platform and partially framed by tree trunks. The ground is clean but shows signs of seasonal leaf fall.",
+          "Part 5/8: The camera pans slightly to the right, bringing the circular sculpture fully into focus. Its metallic, ring-like structure contrasts with the surrounding greenery. Behind it, the open landscape stretches into the distance, with trees and a faint horizon visible under the gray sky.",
+          "Part 6/8: The camera begins to turn around, pivoting to face back down the stairs. The paved brick area remains in view momentarily, with the sculpture now behind the camera. The black metal railings guide the eye downward as the descent begins.",
+          "Part 7/8: Descending the wooden stairs, the camera retraces its earlier path. Leaves are still visible on the treads, and the metal railings on both sides frame the descent. The tree-lined path below becomes clearer as the camera lowers in elevation.",
+          "Part 8/8: The camera reaches the bottom of the stairs and continues onto the wooden walkway flanked by grassy slopes. It moves backward slightly, offering a final wide-angle view of the entire sequence: the stairs, the circular sculpture atop the platform, the paved brick area, and the black metal railings — all under the same soft, overcast lighting."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Are the fallen leaves still present on the wooden stairs when the camera returns downward?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Path Retracing Memory",
+          "question_id": "a3149af06a70ab8e2d2ab6f73fb5ea734c006fb78354ff74ec30f1deabf72663_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Do the black metal railings appear on both sides of the staircase throughout the video?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "a3149af06a70ab8e2d2ab6f73fb5ea734c006fb78354ff74ec30f1deabf72663_1_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the circular sculpture retain its identity as the same object throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:52.220937"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary material of the circular sculpture described in the prompt?",
+          "options": [
+            "A. Stone",
+            "B. Wood",
+            "C. Metal",
+            "D. Concrete"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:52.220972"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the sculpture's appearance semantically consistent when revealed after partial occlusion?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:52.220984"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "When first seen, how is the sculpture described in terms of visibility?",
+          "options": [
+            "A. Fully visible",
+            "B. Completely hidden",
+            "C. Partially obscured by tree trunks",
+            "D. Reflected in water"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:52.220991"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the camera retrace the same path down the stairs as it went up?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:52.220999"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "During the descent, which feature must remain consistent with the ascent?",
+          "options": [
+            "A. Color of the sky",
+            "B. Position of leaves on steps",
+            "C. Direction of wind",
+            "D. Camera speed"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:52.221005"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Are the grassy slopes and tree-lined banks consistent when the camera returns to them at the end?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:52.221013"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "Which element is part of the background that must be consistently re-entered at the end?",
+          "options": [
+            "A. Circular sculpture",
+            "B. Wooden walkway",
+            "C. Brick platform",
+            "D. Metal railings"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:52.221019"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "When the camera pans to reveal the sculpture, does it maintain consistency with earlier occluded views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:52.221027"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_bde60503f811435bd7d0eb9034ea71c30ed56055a881f426fec7b53e07d5bd2b"
+  },
+  {
+    "task_id": "mem_dl3dv_74fba366266060f0b0b4cde61062cfc2c088a4adb4cc3d8c871995a8c71619ee",
+    "instance_id": "mem_dl3dv_74fba366266060f0b0b4cde61062cfc2c088a4adb4cc3d8c871995a8c71619ee",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_74fba366266060f0b0b4cde61062cfc2c088a4adb4cc3d8c871995a8c71619ee.mp4",
+      "total_frames": 397,
+      "fps": 15.0,
+      "duration_sec": 26.47,
+      "reference_image_path": "inference_img/mem_dl3dv_74fba366266060f0b0b4cde61062cfc2c088a4adb4cc3d8c871995a8c71619ee_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a low-angle shot of a white laundry basket with a floral pattern, perched atop a white metal drying rack in the center of a cozy living room. The basket is overflowing with pillows, including one with bold circular patterns in shades of orange, purple, and beige. The camera slowly rotates clockwise around the basket, revealing a beige leather sofa to the right, draped with a light-colored blanket. In the background, a black TV stand holds a large flat-screen TV displaying the words 'Upper East Side' over an image of a city skyline. The wall behind the TV and extending to the left is decorated with numerous framed pictures of varying sizes and subjects. As the camera continues its orbit, it tilts slightly upward, emphasizing the height of the drying rack and the precarious pile of pillows. The lighting is warm and ambient, coming from a floor lamp near the sofa and natural light filtering through sheer curtains on a window visible in the background. Continuing from the rotation, the camera moves closer to the basket, capturing the texture of the floral fabric and the geometric design of the circular-patterned pillow. The beige sofa remains consistently in frame, anchoring the scene. The TV screen’s content shifts slightly as the camera circles, maintaining visibility of the 'Upper East Side' text. The framed pictures on the wall are clearly visible at multiple angles, showcasing a curated gallery wall. Finally, the camera completes its full 360-degree rotation, returning to a position similar to the start but now from a slightly different elevation, offering a fresh perspective of the entire arrangement: the laundry basket centerpiece, the surrounding furniture, the active TV screen, and the art-filled walls. The motion is smooth and continuous, creating a hypnotic loop that highlights the domestic stillness and the quirky composition of household objects."
+        ],
+        "level_2": [
+          "The video starts with a low-angle view centered on a white laundry basket with a decorative floral pattern, balanced on a white metal drying rack. Inside the basket are several pillows, most notably one with large circular patterns in orange, purple, and beige. The camera begins a slow clockwise rotation. To the right, a beige leather sofa is visible, partially covered by a folded blanket. Behind the basket, a black TV stand supports a large television showing the title 'Upper East Side' over a cityscape. The adjacent wall features a collection of framed pictures arranged in a grid-like fashion. The lighting is soft and warm, enhancing the lived-in feel of the space.",
+          "Continuing from the initial rotation, the camera moves steadily around the laundry basket, now offering a side profile of the beige leather sofa and a clearer view of the TV screen’s content. The circular-patterned pillow becomes more prominent as the camera angle changes. The framed pictures on the wall remain visible throughout, their varied frames and subjects contributing to the room’s personal aesthetic. The camera tilts slightly upward, drawing attention to the height of the drying rack and the stacked pillows. The natural light from the window and the glow of the floor lamp combine to create a balanced illumination across the scene.",
+          "Finally, the camera completes its 360-degree orbit around the laundry basket setup. It returns to a position mirroring the opening shot but from a subtly adjusted angle, providing a refreshed view of the entire living room. The TV still displays 'Upper East Side', the beige sofa retains its blanket, and the wall of framed pictures remains a constant backdrop. The circular-patterned pillow and floral laundry basket continue to dominate the foreground. The movement is fluid and deliberate, emphasizing the spatial relationship between all elements — furniture, decor, and media — while maintaining visual continuity from start to finish."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle shot focused on a white laundry basket adorned with a colorful floral pattern, resting on a white metal drying rack. The basket contains multiple pillows, including one with large, overlapping circular designs in earthy tones (orange, purple, beige). To the right, a beige leather sofa is partially visible, with a light blanket draped over its arm. In the background, a black TV stand supports a television screen displaying the text 'Upper East Side' over a city image. The wall behind the TV is lined with framed pictures of various sizes. The camera begins a slow clockwise rotation, bringing the beige leather sofa more fully into view, revealing its curved shape and plush cushions, while natural light filters in from a window with sheer curtains.",
+          "20-40%: Continuing the rotation, the camera angle shifts to highlight the side of the circular-patterned pillow, emphasizing its vibrant colors and geometric design. The white laundry basket’s floral pattern is now seen from a new perspective. The black TV stand and the displayed text remain visible, though slightly angled. The framed pictures on the wall appear in a diagonal line due to the camera’s motion, adding depth to the scene. The camera tilts slightly upward, bringing the top of the drying rack and the piled pillows into sharper focus. The beige sofa is now seen from behind, with its backrest and armrests framing part of the shot, and ambient lighting from the floor lamp enhances the texture of the sofa and rug.",
+          "40-60%: Midway through the rotation, the camera offers a frontal view of the laundry basket, now centered again but from a slightly elevated angle. The circular-patterned pillow dominates the foreground, its bold design contrasting with the delicate floral pattern of the basket. The beige sofa is visible to the left, and the black TV stand anchors the background. The framed pictures form a vertical array along the wall, each frame distinct yet harmonious. As the rotation progresses, the camera captures the rear of the drying rack and the underside of the laundry basket, revealing its plastic grid structure. The circular-patterned pillow appears from above, its pattern appearing compressed, while the TV screen still displays 'Upper East Side' and the beige sofa is seen from the far side with its cushions and blanket softly lit.",
+          "60-80%: The camera continues its clockwise motion, nearing completion of the 360-degree circle. The white laundry basket reappears from the front, now slightly lower in frame. The circular-patterned pillow remains a focal point, its colors vivid against the neutral tones of the room. The black TV stand and the 'Upper East Side' display are clearly visible, and the beige sofa returns to prominence on the right. The framed pictures on the wall are once again aligned horizontally as the camera approaches its starting orientation. The lighting remains consistent—warm and inviting—and the spatial relationship between furniture, decor, and media is emphasized through the fluid motion.",
+          "80-100%: Finally, the camera completes its full rotation, returning to a position nearly identical to the opening shot but subtly adjusted in height and angle. The white laundry basket with its floral pattern and the circular-patterned pillow are once again central. The beige leather sofa, black TV stand, and wall of framed pictures are all present, maintaining visual continuity. The TV screen still shows 'Upper East Side', and the ambient lighting from the floor lamp and natural light through sheer curtains remains balanced. The smooth, continuous motion creates a seamless loop that encapsulates the entire living room environment, highlighting domestic stillness and the quirky composition of household objects."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle shot focused on a white laundry basket adorned with a colorful floral pattern, resting on a white metal drying rack. The basket contains multiple pillows, including one with large, overlapping circular designs in earthy tones. To the right, a beige leather sofa is partially visible, with a light blanket draped over its arm. In the background, a black TV stand supports a television screen displaying the text 'Upper East Side' over a city image. The wall behind the TV is lined with framed pictures of various sizes.",
+          "Part 2/8: The camera begins a slow clockwise rotation around the laundry basket. The beige leather sofa comes more fully into view, revealing its curved shape and plush cushions. The blanket remains casually placed. The TV screen continues to show 'Upper East Side', and the framed pictures on the wall become more detailed as the camera moves. Natural light filters in from a window with sheer curtains, casting soft shadows across the carpeted floor.",
+          "Part 3/8: Continuing the rotation, the camera angle shifts to highlight the side of the circular-patterned pillow, emphasizing its vibrant colors and geometric design. The white laundry basket’s floral pattern is now seen from a new perspective. The black TV stand and the displayed text remain visible, though slightly angled. The framed pictures on the wall appear in a diagonal line due to the camera’s motion, adding depth to the scene.",
+          "Part 4/8: The camera tilts slightly upward as it rotates, bringing the top of the drying rack and the piled pillows into sharper focus. The beige sofa is now seen from behind, with its backrest and armrests framing part of the shot. The TV screen remains illuminated with 'Upper East Side', and the wall of pictures is now viewed from a lower vantage point, making the upper frames more prominent. The ambient lighting from the floor lamp enhances the texture of the sofa and the rug.",
+          "Part 5/8: Midway through the rotation, the camera offers a frontal view of the laundry basket, now centered again but from a slightly elevated angle. The circular-patterned pillow dominates the foreground, its bold design contrasting with the delicate floral pattern of the basket. The beige sofa is visible to the left, and the black TV stand anchors the background. The framed pictures form a vertical array along the wall, each frame distinct yet harmonious in the overall decor.",
+          "Part 6/8: As the rotation progresses, the camera captures the rear of the drying rack and the underside of the laundry basket, revealing its plastic grid structure. The circular-patterned pillow appears from above, its pattern appearing compressed. The TV screen still displays 'Upper East Side', and the beige sofa is now seen from the far side, with its cushions and blanket softly lit. The framed pictures are viewed from a reverse angle, showcasing their arrangement from a new perspective.",
+          "Part 7/8: The camera continues its clockwise motion, nearing completion of the 360-degree circle. The white laundry basket reappears from the front, now slightly lower in frame. The circular-patterned pillow remains a focal point, its colors vivid against the neutral tones of the room. The black TV stand and the 'Upper East Side' display are clearly visible, and the beige sofa returns to prominence on the right. The framed pictures on the wall are once again aligned horizontally as the camera approaches its starting orientation.",
+          "Part 8/8: Finally, the camera completes its full rotation, returning to a position nearly identical to the opening shot but subtly adjusted in height and angle. The white laundry basket with its floral pattern and the circular-patterned pillow are once again central. The beige leather sofa, black TV stand, and wall of framed pictures are all present, maintaining visual continuity. The lighting remains consistent, warm and inviting, and the TV screen still shows 'Upper East Side'. The smooth, continuous motion creates a seamless loop that encapsulates the entire living room environment."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "When the camera completes its rotation, is the TV still displaying 'Upper East Side' on the screen?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "ccf0cd2eea6bc446f80f1d4b0011e63ccd3abdf6347bdc10c27a8791eaf2b31f_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the white laundry basket with a floral pattern remain visually consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312230"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which object is described as having a bold circular pattern in orange, purple, and beige?",
+          "options": [
+            "A. The blanket",
+            "B. The TV screen",
+            "C. A pillow inside the basket",
+            "D. The drying rack"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312265"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the texture of the floral pattern on the laundry basket described as changing across camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312280"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What aspect of the circular-patterned pillow is emphasized in Segment 3?",
+          "options": [
+            "A. Its size",
+            "B. Its vibrant colors and geometric design",
+            "C. Its material",
+            "D. Its placement"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312288"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Are the framed pictures on the wall consistently positioned across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312296"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "How do the framed pictures appear when viewed from behind in Segment 6?",
+          "options": [
+            "A. Horizontally aligned",
+            "B. Diagonally arranged",
+            "C. Reversed in orientation",
+            "D. In a vertical array"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312303"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation around the laundry basket?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312311"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What happens at the end of the camera's movement?",
+          "options": [
+            "A. It stops abruptly",
+            "B. It returns to a nearly identical starting position",
+            "C. It zooms out",
+            "D. It shifts focus to a new room"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312318"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the TV screen still display 'Upper East Side' when the camera returns to the starting view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312325"
+        },
+        {
+          "question": "When the camera completes its rotation, is the TV still displaying 'Upper East Side' on the screen?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "11",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Does the white laundry basket with a floral pattern remain visually consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312230"
+        },
+        {
+          "question_id": "13",
+          "type": "multiple_choice",
+          "question": "Which object is described as having a bold circular pattern in orange, purple, and beige?",
+          "options": [
+            "A. The blanket",
+            "B. The TV screen",
+            "C. A pillow inside the basket",
+            "D. The drying rack"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312265"
+        },
+        {
+          "question_id": "14",
+          "type": "binary",
+          "question": "Is the texture of the floral pattern on the laundry basket described as changing across camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312280"
+        },
+        {
+          "question_id": "15",
+          "type": "multiple_choice",
+          "question": "What aspect of the circular-patterned pillow is emphasized in Segment 3?",
+          "options": [
+            "A. Its size",
+            "B. Its vibrant colors and geometric design",
+            "C. Its material",
+            "D. Its placement"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312288"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Are the framed pictures on the wall consistently positioned across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312296"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "How do the framed pictures appear when viewed from behind in Segment 6?",
+          "options": [
+            "A. Horizontally aligned",
+            "B. Diagonally arranged",
+            "C. Reversed in orientation",
+            "D. In a vertical array"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312303"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation around the laundry basket?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312311"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "What happens at the end of the camera's movement?",
+          "options": [
+            "A. It stops abruptly",
+            "B. It returns to a nearly identical starting position",
+            "C. It zooms out",
+            "D. It shifts focus to a new room"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312318"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Does the TV screen still display 'Upper East Side' when the camera returns to the starting view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312325"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the reflection in any mirror or reflective surface show the same objects as are present in the actual living room environment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt does not mention any mirror, glass, or reflective surface. Therefore, there is no reflection to evaluate for content consistency. This question tests whether the model correctly infers the absence of reflections when none are described.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526816"
+          }
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "If a mirror were placed on the wall opposite the TV stand, what should be visible in its reflection during Segment 2?",
+          "options": [
+            "A. The white laundry basket and drying rack centered in the frame",
+            "B. The beige leather sofa with the blanket draped over it",
+            "C. The framed pictures arranged on the wall behind the TV",
+            "D. The circular-patterned pillow and floral basket from the front"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "In Segment 2, the camera is rotating around the laundry basket, which is the central object. If a mirror were opposite the TV stand, it would reflect the basket and drying rack, which are positioned centrally and facing toward that direction. Thus, the reflection should show the basket and rack as the primary subject.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526853"
+          }
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Would the reflection of the 'Upper East Side' text on the TV screen appear inverted or reversed in a mirror if one were present?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Mirrors reverse left-to-right orientation. Therefore, any text reflected in a mirror would appear reversed. Since the TV displays readable text, its reflection would show the text backward, which is a key aspect of reflection content accuracy.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526863"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "Which object should NOT be visible in the reflection of a mirror placed on the floor beneath the drying rack during Segment 4?",
+          "options": [
+            "A. The circular-patterned pillow",
+            "B. The ceiling light fixture",
+            "C. The black TV stand",
+            "D. The framed pictures on the wall"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "A mirror on the floor would reflect the underside of objects above it. The ceiling light fixture is above the scene and would only be visible if the mirror were angled upward. However, since the mirror is on the floor, it would primarily reflect the top of the drying rack and pillows, not overhead elements like the ceiling light. Thus, the light fixture should not be visible.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526870"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Would the reflection of the window with sheer curtains appear in a mirror placed on the wall adjacent to the sofa?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The window is located in the background and visible from multiple angles. A mirror on the adjacent wall would reflect the window area, including the sheer curtains, assuming the mirror's angle captures that part of the room. This tests whether the model understands spatial relationships and visibility in reflections.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526876"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "If a mirror appears in Segment 3 and again in Segment 7, would the reflection of the TV screen still display 'Upper East Side' in both instances?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt states that the TV screen consistently displays 'Upper East Side' throughout all segments. Therefore, any reflection of the TV in a mirror at different times (e.g., Segment 3 vs. 7) must also show the same content, maintaining temporal consistency unless explicitly changed.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526886"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Suppose a mirror is introduced in Segment 5 and reappears in Segment 8. Which detail about the reflection should remain consistent across both appearances?",
+          "options": [
+            "A. The position of the blanket on the sofa",
+            "B. The lighting intensity from the floor lamp",
+            "C. The text on the TV screen",
+            "D. The camera’s height relative to the mirror"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The TV screen continuously displays 'Upper East Side' without change. Therefore, its reflection in the mirror must remain unchanged across time points, even if other elements like lighting or blanket position vary slightly. This evaluates temporal memory of static visual elements.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526892"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "If a mirror reflects the circular-patterned pillow in Segment 6 and then again in Segment 8, does the reflection show the same pattern orientation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The pillow remains in the basket throughout the video, and its position does not change. Therefore, its reflection in a mirror should maintain the same orientation unless the mirror itself moves. Since no movement of the mirror is described, the reflection should be temporally consistent.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526904"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "When a mirror reflects the gallery wall of framed pictures in Segment 2 and again in Segment 7, how should the arrangement of frames appear?",
+          "options": [
+            "A. In reverse order due to mirror inversion",
+            "B. Exactly the same as in the real wall",
+            "C. Slightly shifted due to camera motion",
+            "D. Partially obscured by the TV stand"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Mirrors invert images left-to-right. So while the physical arrangement of frames remains constant, their reflection will appear reversed. This tests understanding of how mirrors alter spatial relationships over time, even if the real-world setup doesn’t change.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526911"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Would the reflection of the floor lamp’s glow in a mirror change between Segment 1 and Segment 8, assuming no environmental changes?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The lighting is described as consistent throughout the video. Since the floor lamp remains active and in place, its glow in a mirror’s reflection should not change over time unless the mirror or camera angle alters. This checks temporal stability of ambient lighting in reflections.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526919"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "binary",
+          "question": "As the camera rotates around the laundry basket, does the reflection in a mirror update to show the correct side of the sofa based on the camera’s position?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The camera moves around the room, changing perspective on the sofa. A mirror reflecting the scene must dynamically adjust its view accordingly — showing the front, side, or back of the sofa depending on the camera’s location. This ensures viewpoint consistency in the reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526926"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "multiple_choice",
+          "question": "If a mirror is placed on the wall behind the TV stand, what view of the laundry basket should it reflect when the camera is in Segment 4?",
+          "options": [
+            "A. The front of the basket with the floral pattern",
+            "B. The side of the basket with the circular pillow prominent",
+            "C. The top of the basket and drying rack",
+            "D. The back of the basket and plastic grid structure"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "In Segment 4, the camera tilts upward and captures the rear of the drying rack and underside of the basket. A mirror behind the TV stand would face the basket from the opposite direction, thus reflecting the back side — including the plastic grid and lower portion — matching the camera’s current viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526932"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "When the camera returns to a similar position in Segment 8 as in Segment 1, would the reflection in a mirror show the same composition as the original shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt describes a nearly identical return to the starting position. If a mirror were present, it would reflect the same scene: the basket, sofa, TV, and wall art. This tests whether the reflection maintains spatial fidelity upon revisiting a prior viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526939"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "From the camera’s angle in Segment 6, which part of the room would a mirror on the floor reflect?",
+          "options": [
+            "A. The ceiling and upper wall",
+            "B. The underside of the drying rack and basket",
+            "C. The TV screen and wall of pictures",
+            "D. The window and sheer curtains"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Segment 6 shows the camera capturing the rear and underside of the drying rack. A mirror on the floor would reflect the bottom surfaces of these objects, including the plastic grid and the base of the basket. This ensures the reflection matches the camera’s low-angle viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526945"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "If a mirror is mounted on the wall to the left of the TV, would it reflect the circular-patterned pillow more clearly when the camera is in Segment 3 than in Segment 1?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "In Segment 3, the camera has rotated to highlight the side of the circular-patterned pillow. From this angle, the pillow is more directly visible to a mirror on the left wall, increasing its prominence in the reflection compared to Segment 1, where it is partially obscured.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526951"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_74fba366266060f0b0b4cde61062cfc2c088a4adb4cc3d8c871995a8c71619ee"
+  },
+  {
+    "task_id": "mem_dl3dv_9f7018c35daf35b3c3c49ba9c99976d06f9dddb0a3093138abcf62f3e7d94b5d",
+    "instance_id": "mem_dl3dv_9f7018c35daf35b3c3c49ba9c99976d06f9dddb0a3093138abcf62f3e7d94b5d",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_9f7018c35daf35b3c3c49ba9c99976d06f9dddb0a3093138abcf62f3e7d94b5d.mp4",
+      "total_frames": 322,
+      "fps": 15.0,
+      "duration_sec": 21.47,
+      "reference_image_path": "inference_img/mem_dl3dv_9f7018c35daf35b3c3c49ba9c99976d06f9dddb0a3093138abcf62f3e7d94b5d_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of an outdoor children’s playground centered around a circular rotating ride. The ride features a red circular base with blue metal railings and two small bicycle-shaped seats — one red, one blue — attached to its perimeter. Atop the ride is a statue of a cartoonish character wearing a hat and holding a wand or stick, positioned at the apex of a wireframe dome structure. The camera slowly circles clockwise around the ride, revealing more of the surrounding environment: lush green trees frame the scene, a pink building is visible in the background on the right, and an arched metal gate stands nearby, partially enclosing the play area. As the camera continues its orbit, benches and additional colorful play structures become visible in the distance, including slides and climbing frames. The ground is paved concrete with a slightly raised circular platform supporting the ride. The lighting is soft daylight under overcast skies. Continuing from the mid-point, the camera completes its rotation, offering alternating views of the pink building, the arched gate, and the statue from different angles, while keeping the red circular base and blue bicycle seats consistently in frame. Finally, as the camera returns to its starting orientation, it subtly zooms out slightly, capturing the full context of the ride within the park — emphasizing the contrast between the bright, whimsical ride and the natural, leafy surroundings, with all mandatory landmarks (pink building, arched metal gate, statue on top of ride, blue bicycle seats, red circular ride base) clearly visible throughout the entire sequence."
+        ],
+        "level_2": [
+          "The video begins with a wide shot of a children’s playground featuring a central rotating ride with a red circular base and blue bicycle-shaped seats. Atop the ride sits a statue of a cartoon character with a hat and wand, enclosed by a wireframe dome. The camera starts panning clockwise, revealing a pink building in the background to the right and an arched metal gate beside it. Trees and other playground equipment are visible beyond the ride’s enclosure. The ground is smooth concrete, and the ride is mounted on a raised circular platform.",
+          "Continuing from the first segment, the camera completes half its circular orbit around the ride. The blue bicycle seats remain prominent as the perspective shifts, showing the ride’s structural supports and the surrounding fencing. The pink building remains visible intermittently through the trees, while the arched gate comes into clearer view as the camera moves. Benches and distant play structures like slides appear in the background. The statue atop the ride stays centered in the upper portion of the frame, maintaining visual continuity.",
+          "Finally, the camera finishes its full 360-degree clockwise sweep around the ride, returning to a near-original angle but slightly pulled back. The red circular base and blue bicycle seats are again clearly framed, with the statue still dominant overhead. The pink building and arched gate reappear in their initial positions relative to the ride. The surrounding trees, benches, and play structures complete the scene, reinforcing the playful yet tranquil atmosphere of the park under overcast daylight. All mandatory landmarks are consistently present and visually anchored throughout this final third."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a wide view of a children’s playground centered on a circular rotating ride with a red base, blue bicycle-shaped seats (one red, one blue), and a statue of a cartoon character wearing a hat and holding a wand atop a wireframe dome. The camera begins a slow clockwise pan; in the background, a pink building and an arched metal gate are partially visible among lush green trees. The ride sits on a raised concrete platform surrounded by paved ground.",
+          "20-40%: Continuing the clockwise pan, the pink building becomes more visible behind the ride, and the arched metal gate comes into clearer view. The red circular base and blue bicycle seats remain prominent, with the statue still centered above. Trees and distant playground equipment—including slides and climbing frames—appear in the background. The camera reveals benches and additional play structures as it moves past the left side of the ride; the pink building is temporarily obscured by foliage, but the gate remains visible on the far right.",
+          "40-60%: Midway through the rotation, the camera shows the rear of the ride, with benches and colorful play structures clearly visible behind it. The blue bicycle seats rotate into view from the opposite side, while the wireframe dome and statue remain fixed as central visual anchors. The pink building reappears briefly through gaps in the trees, and the arched metal gate is fully visible again. The concrete platform and surrounding fencing stay consistently in frame.",
+          "60-80%: As the camera continues its arc past the midpoint, the pink building becomes more prominent directly behind the ride, while the arched gate is partially hidden behind trees. Distant slides and climbing frames come into view again. Nearing completion of the circle, the camera shows the ride from a three-quarter rear angle: the statue atop the dome remains visible, the blue bicycle seats are clearly shown, and the red circular base anchors the composition. The pink building and arched gate reappear to the right, framed by trees.",
+          "80-100%: Finally, the camera completes its clockwise orbit, returning close to the starting viewpoint but slightly zoomed out. The red circular base, blue bicycle seats, and statue are all clearly visible. The pink building and arched metal gate are once again in their original positions relative to the ride. The surrounding trees, benches, and playground elements complete the tranquil, overcast-day scene, with all mandatory landmarks consistently present throughout."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a wide view of a children’s playground. Centered is a circular ride with a red base and blue bicycle-shaped seats. A statue of a cartoon character with a hat and wand sits atop a wireframe dome. In the background, a pink building and an arched metal gate are partially visible among trees. The camera begins a slow clockwise pan.",
+          "Part 2/8: Continuing from the start, the camera pans slightly further right, bringing the pink building more into view behind the ride. The arched metal gate becomes more distinct. The red circular base and blue bicycle seats remain in focus, with the statue still visible above. Concrete pavement surrounds the ride’s elevated platform.",
+          "Part 3/8: The camera continues its clockwise movement, now showing more of the left side of the ride. The blue bicycle seat is prominently featured. Trees and distant playground equipment appear in the background. The pink building is temporarily obscured by foliage, but the arched gate remains visible on the far right.",
+          "Part 4/8: Midway through the rotation, the camera reveals benches and additional play structures behind the ride. The red circular base and blue bicycle seats stay in frame. The statue atop the ride remains fixed as the camera orbits. The pink building reappears briefly through gaps in the trees.",
+          "Part 5/8: The camera moves past the midpoint, now showing the rear of the ride. The arched metal gate is fully visible again, and the pink building appears behind it. The blue bicycle seats rotate into view from the opposite side. The wireframe dome and statue remain constant focal points.",
+          "Part 6/8: As the camera continues its arc, the pink building becomes more prominent again, now seen directly behind the ride. The arched gate is partially hidden behind trees. The red circular base and blue bicycle seats maintain their position in the frame. Distant slides and climbing frames come into view.",
+          "Part 7/8: Nearing completion of the circle, the camera shows the ride from a three-quarter rear angle. The statue atop the dome remains visible. The blue bicycle seats are clearly shown, and the red circular base anchors the composition. The pink building and arched gate are once again visible to the right, framed by trees.",
+          "Part 8/8: Finally, the camera completes its clockwise orbit, returning close to the starting viewpoint but slightly zoomed out. The red circular base, blue bicycle seats, and statue are all clearly visible. The pink building and arched metal gate are once again in their original positions relative to the ride. The surrounding trees and playground elements complete the tranquil, overcast-day scene."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the pink building still visible in the background after the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "c047242bc7e855e9ff00c098da8699259b2b78d5a08b4dc2d957a1cf345e28cc_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the statue of the cartoon character remain visually consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:46.116516"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which object is described as having a hat and wand and must persist in appearance across all segments?",
+          "options": [
+            "A. The red circular base",
+            "B. The blue bicycle seat",
+            "C. The cartoon character statue",
+            "D. The arched metal gate"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:46.116551"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Do the blue bicycle-shaped seats maintain their shape and position relative to the ride's perimeter during rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:46.116564"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What geometric feature must remain stable as the camera circles the ride?",
+          "options": [
+            "A. The color of the sky",
+            "B. The circular base of the ride",
+            "C. The number of trees",
+            "D. The lighting condition"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:46.116572"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the pink building reappear with the same appearance after being hidden behind trees?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:46.116580"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When the pink building is briefly hidden, what must be preserved for accurate recovery?",
+          "options": [
+            "A. Its color and position",
+            "B. Its size and texture",
+            "C. Its distance from the camera",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:46.116586"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation and return to a similar starting view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:46.116594"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What type of camera motion is required to maintain consistency in this video?",
+          "options": [
+            "A. Vertical tilt",
+            "B. Horizontal loop",
+            "C. Zoom-in only",
+            "D. Random panning"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:46.116599"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are the background elements like the pink building and arched gate correctly positioned when the camera returns to the start?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:46.116607"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which background element must re-enter consistently when the camera completes the loop?",
+          "options": [
+            "A. The red circular base",
+            "B. The statue",
+            "C. The pink building",
+            "D. The blue bicycle seat"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:46.116614"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_9f7018c35daf35b3c3c49ba9c99976d06f9dddb0a3093138abcf62f3e7d94b5d"
+  },
+  {
+    "task_id": "mem_dl3dv_d9be64a8fb23fe52670920fbd06b6e587b4fa8d15cfa1ace227cbd6c199d76ea",
+    "instance_id": "mem_dl3dv_d9be64a8fb23fe52670920fbd06b6e587b4fa8d15cfa1ace227cbd6c199d76ea",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_d9be64a8fb23fe52670920fbd06b6e587b4fa8d15cfa1ace227cbd6c199d76ea.mp4",
+      "total_frames": 397,
+      "fps": 15.0,
+      "duration_sec": 26.47,
+      "reference_image_path": "inference_img/mem_dl3dv_d9be64a8fb23fe52670920fbd06b6e587b4fa8d15cfa1ace227cbd6c199d76ea_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a low-angle, wide shot of a modern living room centered on a black office chair with a colorful polka-dot fabric cover (purple, orange, beige circles) and a black five-star base with casters. The camera slowly rotates clockwise around the chair, revealing a beige sectional sofa draped with a patterned blanket to the left, and another beige sofa with matching pillows to the right. In the background, a large flat-screen TV on a black stand displays a bright cityscape with tall buildings. Behind the sofa on the right, a tall floor lamp stands near a wall adorned with multiple framed pictures. As the rotation continues, a brown leather office chair appears briefly in the background near a desk setup. The camera then tilts downward, moving beneath the polka-dot chair to reveal its blue pneumatic lift cylinder and the underside of the seat, before panning up slightly to show the mesh backrest and armrests. Finally, the camera pulls back slightly and completes the circle, ending on a frontal view of the polka-dot chair with the TV and cityscape visible behind it, maintaining consistent lighting and carpeted flooring throughout."
+        ],
+        "level_2": [
+          "The video begins with a wide, low-angle rotating shot centered on a black office chair covered in vibrant polka-dot fabric (purple, orange, beige circles), featuring a black five-star base with casters. As the camera moves clockwise, it reveals a beige sectional sofa with a patterned blanket on the left, and another beige sofa with matching pillows on the right. In the background, a large TV on a black stand displays a vivid cityscape. A floor lamp and wall-mounted framed pictures are visible behind the right sofa. The camera continues rotating to briefly capture a brown leather office chair near a desk area before beginning to tilt downward.",
+          "Continuing from the previous segment, the camera tilts down sharply under the polka-dot-covered office chair, offering a close-up view of its blue pneumatic lift cylinder and the black plastic mechanism connecting to the five-star base. The carpeted floor is clearly visible, as are the wheels of the base. The camera pans slightly upward along the chair’s structure, showing the underside of the seat and the mesh backrest material, while the beige sofas and the TV displaying the cityscape remain partially visible in the periphery. The movement is smooth and deliberate, emphasizing the chair’s construction details.",
+          "Finally, the camera pulls back slightly from underneath the chair and resumes its slow clockwise rotation, completing the full circle. The polka-dot office chair remains centered, now viewed from the front again. The TV on the black stand displaying the cityscape is prominent in the background, flanked by the beige sectional sofa with the patterned blanket on the left and the other beige sofa on the right. The brown leather office chair, floor lamp, and wall-mounted framed pictures reappear as the camera passes them. The video ends with a stable, centered shot of the polka-dot chair, capturing the entire living room environment in soft ambient lighting."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle, wide shot focused on a black office chair covered in colorful polka-dot fabric (purple, orange, beige circles), featuring a black five-star base with casters. To the left, a beige sectional sofa with a patterned blanket is visible. The camera begins a slow clockwise rotation, revealing ambient lighting and carpeted flooring. As the rotation progresses, the right side of the room comes into view — a beige sofa with matching polka-dot pillows, a floor lamp, and wall-mounted framed pictures behind it.",
+          "20-40%: Continuing the clockwise rotation, the TV on a black stand becomes clearer, displaying a bright cityscape with skyscrapers. The polka-dot chair remains centered. On the far left, a brown leather office chair near a desk setup becomes briefly visible. The camera maintains focus on the central chair while revealing more of the living room layout, including the beige sofas framing the scene and consistent warm lighting.",
+          "40-60%: The rotation continues, bringing the brown leather office chair more clearly into view beside a small desk. The camera angle lowers slightly, preparing to tilt down. Then, the camera tilts sharply downward beneath the polka-dot chair, focusing on the blue pneumatic lift cylinder, black plastic mechanism connecting to the five-star base, and the casters rolling on the light-colored carpet. The underside of the seat and mesh backrest are briefly visible.",
+          "60-80%: While still positioned beneath the chair, the camera pans upward slightly, highlighting the mesh texture of the backrest and contours of the armrests. The blue pneumatic cylinder remains prominent, and blurred glimpses of the beige sofas and TV screen appear in the background. The camera then begins to pull back and tilt upward, rising from under the chair, with the polka-dot fabric and black frame returning to full view. The slow clockwise rotation resumes, bringing the TV with the cityscape and wall-mounted framed pictures back into the frame.",
+          "80-100%: The camera completes its full rotation, returning to a frontal view of the polka-dot office chair. The TV on the black stand displaying the cityscape is centered behind it. The beige sectional sofa with the patterned blanket is on the left, and the other beige sofa is on the right. The floor lamp and framed pictures are visible in the background. The video ends on this stable, well-composed shot, maintaining consistent lighting and carpeted flooring throughout."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle, wide shot focused on a black office chair covered in colorful polka-dot fabric (purple, orange, beige circles). The chair has a black five-star base with casters. To the left, a beige sectional sofa with a patterned blanket is visible. The camera begins a slow clockwise rotation. The carpeted floor and ambient lighting are clear.",
+          "Part 2/8: Continuing the rotation, the right side of the room comes into view — a beige sofa with matching polka-dot pillows. Behind it, a floor lamp and wall-mounted framed pictures are visible. The camera maintains focus on the polka-dot chair while revealing more of the living room layout, including a TV on a black stand in the background.",
+          "Part 3/8: The camera continues rotating clockwise, bringing the TV into clearer view. It displays a bright cityscape with skyscrapers. The polka-dot chair remains centered. On the far left, a brown leather office chair near a desk becomes briefly visible. The overall lighting remains consistent and warm.",
+          "Part 4/8: The rotation progresses further, showing the brown leather office chair more clearly next to a small desk. The camera angle begins to lower slightly, preparing to tilt down. The beige sofas and patterned blanket remain visible on either side, framing the central polka-dot chair.",
+          "Part 5/8: The camera tilts sharply downward, moving beneath the polka-dot chair. The blue pneumatic lift cylinder and the black plastic base mechanism become the focal point. The five-star base with casters is clearly shown rolling on the light-colored carpet. The underside of the seat and mesh backrest are briefly visible.",
+          "Part 6/8: The camera pans upward slightly while still positioned beneath the chair, highlighting the mesh texture of the backrest and the contours of the armrests. The blue pneumatic cylinder remains prominent. In the blurred background, glimpses of the beige sofas and the TV screen can be seen.",
+          "Part 7/8: The camera begins to pull back and tilt upward, rising from under the chair. The polka-dot fabric and black frame come back into full view. The camera resumes its slow clockwise rotation, bringing the TV displaying the cityscape and the wall-mounted framed pictures back into the frame.",
+          "Part 8/8: The camera completes its full rotation, returning to a frontal view of the polka-dot office chair. The TV on the black stand with the cityscape display is centered behind it. The beige sectional sofa with the patterned blanket is on the left, and the other beige sofa is on the right. The floor lamp and framed pictures are visible in the background. The video ends on this stable, well-composed shot."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the beige sofa with the patterned blanket visible on the left side when the camera returns to its initial orientation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "d3b0e0260e352e1cf163f6b18fd980c17b5939aa0c876b7dca8986eff867f617_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Is the blue pneumatic lift cylinder visible when the camera tilts downward from the chair’s seat?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "d3b0e0260e352e1cf163f6b18fd980c17b5939aa0c876b7dca8986eff867f617_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the polka-dot office chair retain its original color pattern throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:22:44.266240"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the consistency requirement for the polka-dot chair’s identity?",
+          "options": [
+            "A. It should appear differently based on lighting",
+            "B. It must maintain the same fabric pattern and base design",
+            "C. It can change color when viewed from below",
+            "D. It may be replaced by a similar chair"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:22:44.266274"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are the colors of the polka dots described consistently across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:22:44.266286"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "What detail about the chair's texture must be preserved during the camera movement beneath it?",
+          "options": [
+            "A. The mesh backrest texture",
+            "B. The smoothness of the plastic base",
+            "C. The polka-dot pattern on the fabric",
+            "D. The color of the carpet"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:22:44.266295"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Is the TV screen shown displaying the same cityscape throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:22:44.266302"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "Which view requires correct semantic rendering of the chair’s structure?",
+          "options": [
+            "A. Frontal view",
+            "B. Underneath view",
+            "C. Reflection view",
+            "D. Mirror view"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:22:44.266308"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the camera complete a full rotation and return to the initial frontal view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:22:44.266315"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "What must be preserved when the camera completes the loop?",
+          "options": [
+            "A. The position of the desk",
+            "B. The relative positions of sofas and TV",
+            "C. The color of the carpet",
+            "D. The brightness of the light"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:22:44.266321"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Do the sofas and TV reappear in the same positions when the camera returns to the front?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:22:44.266329"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "Which background element must remain consistent when the camera re-enters the scene?",
+          "options": [
+            "A. The polka-dot pillow",
+            "B. The brown leather chair",
+            "C. The cityscape on the TV",
+            "D. The wall-mounted pictures"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:22:44.266335"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_d9be64a8fb23fe52670920fbd06b6e587b4fa8d15cfa1ace227cbd6c199d76ea"
+  },
+  {
+    "task_id": "mem_dl3dv_8879cecf92e13363ba367f06ed1f8ff15152ace4291130f9a4daecd90aace40f",
+    "instance_id": "mem_dl3dv_8879cecf92e13363ba367f06ed1f8ff15152ace4291130f9a4daecd90aace40f",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_8879cecf92e13363ba367f06ed1f8ff15152ace4291130f9a4daecd90aace40f.mp4",
+      "total_frames": 387,
+      "fps": 15.0,
+      "duration_sec": 25.8,
+      "reference_image_path": "inference_img/mem_dl3dv_8879cecf92e13363ba367f06ed1f8ff15152ace4291130f9a4daecd90aace40f_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of a cozy, well-lit living room featuring beige carpeting, a large flat-screen TV displaying a vibrant cityscape on the left wall, and a black ergonomic office chair with a floral-patterned pillow centered in the frame. The chair faces the camera and is positioned between two yellow sofas — one to the left draped with a patterned blanket, and another to the right also covered with a similar blanket. Behind the chair, a maroon office chair is visible near a window with sheer curtains. As the camera begins to rotate clockwise around the black office chair, it reveals more of the room’s layout: a floor lamp beside the right sofa, framed pictures on the walls, and a small side table. The rotation continues, offering views of the TV screen still showing the cityscape, the yellow sofa on the left, and glimpses of an adjacent workspace with shelves and equipment. The camera then tilts down to focus on the black five-star base of the chair resting on the beige carpet, capturing its wheels and structure. It moves upward along the chair’s column, revealing the underside mechanism and then the backrest adorned with the floral pillow. A close-up shot highlights the intricate details of the pillow’s red, yellow, green, and gray floral design. The camera pulls back slightly to show the full chair again, now from a slightly elevated angle, emphasizing the contrast between the black mesh chair and the bright pillow. Continuing from this angle, the camera pans around once more, circling the chair while keeping the yellow sofas, TV with cityscape, and maroon chair consistently in view. Finally, the video ends with a slow zoom-in on the floral pillow as the camera tilts up along the chair’s backrest, lingering on the decorative stitching and fabric texture before fading out."
+        ],
+        "level_2": [
+          "The video starts with a wide-angle shot of a modern living room featuring beige carpeting, a large TV displaying a cityscape on the left, and a central black office chair adorned with a floral pillow. To the left is a yellow sofa with a patterned blanket, and to the right, another yellow sofa similarly draped. In the background, a maroon office chair sits near a window. The camera slowly rotates clockwise around the black chair, revealing the full living room layout including framed wall art, a floor lamp, and a side table. The TV screen remains visible throughout, continuously showing the cityscape.",
+          "Continuing from the previous rotation, the camera completes its circle around the black office chair, now focusing downward to capture the black five-star base resting firmly on the beige carpet. Close-ups detail the wheels and structural components of the base. The camera then travels upward along the chair’s central column, revealing mechanical parts under the seat and the floral pillow on the backrest. A detailed close-up highlights the pillow’s colorful floral pattern — red blossoms, yellow accents, green leaves, and gray swirls — stitched onto white fabric. The camera then pulls back slightly to frame the entire chair against the backdrop of the yellow sofas and cityscape-displaying TV.",
+          "Finally, the camera resumes its circular motion around the black office chair, maintaining consistent framing of the surrounding elements: the yellow sofas with blankets, the maroon chair in the background, and the TV screen still showing the cityscape. The movement is smooth and deliberate, reinforcing the spatial relationship between all objects. The video concludes with a slow zoom-in on the floral pillow as the camera tilts upward along the chair’s backrest, emphasizing the texture and craftsmanship of the pillow before gently fading out."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a wide-angle view of a cozy, well-lit living room centered on a black ergonomic office chair with a floral-patterned pillow. To the left is a large flat-screen TV displaying a vibrant cityscape; to the right, a yellow sofa draped with a patterned blanket. In the background, a maroon office chair sits near a window with sheer curtains. Beige carpet covers the floor. The camera begins a slow clockwise rotation around the black chair, revealing a second yellow sofa on the right (also with a patterned blanket), a floor lamp beside it, and framed pictures on the walls. The TV screen remains visible throughout, continuously showing the cityscape.",
+          "20-40%: As the clockwise rotation continues, the camera captures the full living room layout from new angles—highlighting the maroon chair more prominently and revealing shelves with equipment behind it. The black office chair remains the focal point. The camera then tilts downward to focus on the black five-star base of the chair resting on the beige carpet, capturing close-up details of the wheels and structural components. The surrounding environment—yellow sofas, TV, and maroon chair—remains softly blurred in the background, preserving spatial context.",
+          "40-60%: Moving upward from the base, the camera follows the chair’s central column, revealing the underside mechanical parts and the lower portion of the floral pillow. It then shifts to a close-up of the pillow’s intricate pattern: red flowers, yellow accents, green leaves, and gray swirls stitched onto white fabric, with visible decorative stitching. The background remains consistent with the living room setting. The camera pulls back slightly to frame the entire black office chair with the floral pillow from a slightly elevated angle, with the yellow sofas, TV displaying the cityscape, and maroon chair all visible in their respective positions.",
+          "60-80%: The camera begins another slow clockwise rotation around the black office chair, maintaining smooth motion and visual continuity. Midway through this second rotation, it offers a balanced view of the room—the TV on the left, the yellow sofa with blanket on the right, and the maroon chair in the rear—with the black chair and floral pillow centered. Lighting remains consistent, and the beige carpet provides a neutral foundation. The rotation emphasizes the spatial relationships among all key elements: the two yellow sofas, the maroon chair, the TV with cityscape, and the central black office chair.",
+          "80-100%: Finally, the camera slows its rotation and zooms in toward the floral pillow on the backrest of the black office chair. It tilts upward along the chair’s back, highlighting the texture, craftsmanship, and detailed design of the pillow—including the red, yellow, green, and gray floral motifs and stitching. The yellow sofas, TV with cityscape, and maroon chair fade into soft focus as the video gently fades out, concluding the sequence."
+        ],
+        "level_4": [
+          "The video opens with a wide-angle view of a living room centered on a black office chair with a floral pillow. To the left, a large TV displays a cityscape; to the right, a yellow sofa with a patterned blanket. In the background, a maroon office chair is visible near a window. Beige carpet covers the floor. The camera begins a slow clockwise rotation around the chair, keeping all elements in frame.",
+          "Continuing the clockwise rotation, the camera reveals more of the room’s layout: a second yellow sofa on the right, also covered with a patterned blanket, a floor lamp beside it, and framed pictures on the wall. The TV screen continues to display the cityscape. The black office chair remains the focal point, its position unchanged as the camera circles it.",
+          "As the rotation progresses, the camera captures the full living room layout from a new angle — the maroon chair is now more prominent, and shelves with equipment are visible behind it. The TV screen still shows the cityscape. The camera maintains steady motion around the black office chair, ensuring continuity of scene composition and lighting.",
+          "The camera tilts downward, focusing on the black five-star base of the office chair resting on the beige carpet. Close-up shots highlight the wheels and structural design of the base. The surrounding environment — yellow sofas, TV, and maroon chair — remain softly blurred in the background, preserving spatial context.",
+          "Moving upward from the base, the camera follows the chair’s central column, revealing the underside mechanics and the lower part of the floral pillow. The camera then shifts to a close-up of the pillow’s pattern: red flowers, yellow accents, green leaves, and gray swirls on white fabric, with visible stitching details. The background remains consistent with the living room setting.",
+          "Pulling back slightly, the camera frames the entire black office chair with the floral pillow from a slightly elevated angle. The yellow sofas, TV displaying the cityscape, and maroon chair are all visible in their respective positions. The camera begins another slow clockwise rotation around the chair, maintaining smooth motion and visual continuity.",
+          "Midway through the second rotation, the camera offers a balanced view of the room — the TV on the left, the yellow sofa with blanket on the right, and the maroon chair in the rear. The black office chair with its floral pillow remains centered. The lighting is consistent, and the beige carpet provides a neutral foundation for the scene.",
+          "Finally, the camera slows its rotation and zooms in toward the floral pillow on the backrest of the black office chair. It tilts upward along the chair’s back, highlighting the texture and design of the pillow. The yellow sofas, TV with cityscape, and maroon chair fade into soft focus as the video gently fades out, concluding the sequence."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the black office chair with the floral pillow still centered in the frame after the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "c4ac6c20b97e622f0005a4bf2ed4a0037f4320a74a66d0314773266c5262d4c9_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "After tilting down to the chair base, does the floral pillow reappear at the top of the frame when the camera tilts back up?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "c4ac6c20b97e622f0005a4bf2ed4a0037f4320a74a66d0314773266c5262d4c9_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the black office chair maintain the same identity throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:15.552778"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which object remains consistently present and identifiable in every segment?",
+          "options": [
+            "A. Yellow sofa",
+            "B. Maroon office chair",
+            "C. Black office chair with floral pillow",
+            "D. Floor lamp"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:15.552815"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the floral pattern on the pillow described with consistent details across multiple segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:15.552829"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "What color elements are consistently mentioned in the floral pillow’s design?",
+          "options": [
+            "A. Red, yellow, green, gray",
+            "B. Blue, white, orange, black",
+            "C. Purple, pink, brown, silver",
+            "D. Red, blue, green, yellow"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:15.552836"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation around the chair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:15.552845"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What happens to the camera path after the first rotation?",
+          "options": [
+            "A. It stops moving",
+            "B. It moves vertically only",
+            "C. It resumes another clockwise rotation",
+            "D. It pans left to right"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:15.552852"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the TV screen consistently display the cityscape throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:15.552860"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "When the camera pulls back after focusing on the chair base, what should be visible in the background?",
+          "options": [
+            "A. Only the chair",
+            "B. The yellow sofas and TV",
+            "C. A kitchen area",
+            "D. A bedroom door"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:15.552866"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_8879cecf92e13363ba367f06ed1f8ff15152ace4291130f9a4daecd90aace40f"
+  },
+  {
+    "task_id": "mem_dl3dv_80ef1075466e1824929cf6b5f8b77acf2a7a0fdae07792f74e8f9905c6e07807",
+    "instance_id": "mem_dl3dv_80ef1075466e1824929cf6b5f8b77acf2a7a0fdae07792f74e8f9905c6e07807",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_80ef1075466e1824929cf6b5f8b77acf2a7a0fdae07792f74e8f9905c6e07807.mp4",
+      "total_frames": 387,
+      "fps": 15.0,
+      "duration_sec": 25.8,
+      "reference_image_path": "inference_img/mem_dl3dv_80ef1075466e1824929cf6b5f8b77acf2a7a0fdae07792f74e8f9905c6e07807_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, low-to-the-ground shot of a cozy, well-lit living room. In the center stands a white metal ironing board with a patterned pillow resting on top — the pillow features large geometric circles in shades of purple, orange, and brown. The camera slowly rotates clockwise around the ironing board, revealing a beige sectional sofa arranged in an L-shape against the walls, adorned with matching patterned throw pillows and a gray-and-white floral blanket draped over one arm. To the left, a large flat-screen TV displays a vibrant cityscape with skyscrapers under a clear blue sky, mounted on a black media console that also holds speakers and decorative items. Behind the TV, a tall window with sheer white curtains lets in natural light. As the camera continues its circular motion, a blue exercise ball is visible near the TV stand, tucked beside a small black side table. On the far wall, a collection of framed pictures — varying in size and subject — are neatly arranged above the sofa. A floor lamp with a warm glow stands near the corner, illuminating part of the sofa. The carpet is plush and light beige, complementing the neutral tones of the room. Continuing from this view, the camera moves closer to the ironing board, tilting upward slightly to emphasize the pillow’s texture and pattern, then pans down along the legs of the ironing board, showing its crisscross metal frame. The camera then sweeps back up and rotates further, capturing the opposite side of the room where another beige armchair with a decorative pillow sits beside a small wooden end table. A red backpack rests on the floor nearby. The camera completes its full 360-degree orbit, returning to the starting position but now zooming in slightly on the ironing board as the final shot, highlighting the pillow’s placement and the subtle shadows cast by the room’s ambient lighting. Finally, the video ends with a slight tilt downward, focusing on the base of the ironing board and the surrounding carpet, leaving the viewer with a sense of spatial harmony and domestic tranquility."
+        ],
+        "level_2": [
+          "The video begins with a wide-angle, low-to-the-ground shot of a cozy living room centered on a white metal ironing board topped with a patterned pillow featuring geometric circles in purple, orange, and brown. The camera rotates clockwise, revealing a beige sectional sofa with matching pillows and a floral blanket. To the left, a large TV displays a cityscape, mounted on a black media console; a blue exercise ball is visible nearby. Framed pictures line the wall above the sofa. The room is warmly lit by natural light through sheer curtains and a standing lamp. The plush beige carpet completes the inviting atmosphere.",
+          "Continuing from the initial rotation, the camera moves closer to the ironing board, tilting upward to highlight the pillow’s texture and pattern, then pans down along the crisscross metal legs. It sweeps back up and rotates further, revealing the opposite side of the room: a beige armchair with a decorative pillow, a small wooden end table, and a red backpack on the floor. The camera maintains smooth, continuous motion, emphasizing spatial relationships between furniture and decor while keeping the ironing board as the central visual anchor.",
+          "Finally, the camera completes its full 360-degree orbit around the ironing board, returning to the starting viewpoint but zooming in slightly to focus on the pillow’s placement and the interplay of light and shadow. The shot subtly tilts downward, ending on the base of the ironing board and the surrounding carpet, reinforcing the room’s harmonious layout and tranquil ambiance. All key landmarks — the blue exercise ball, TV cityscape, ironing board with pillow, framed wall pictures, and beige sectional sofa — are visually anchored throughout the sequence for continuity."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle, wide shot of a living room centered on a white ironing board holding a patterned pillow (purple, orange, brown circles). To the left, a beige sectional sofa with coordinating pillows and a floral blanket is visible. Behind it, a wall displays framed pictures. Natural light filters through sheer curtains near a large TV showing a cityscape. A blue exercise ball sits near the TV stand. The camera begins rotating clockwise around the ironing board, revealing more of the sectional sofa’s L-shape, while maintaining the low angle that emphasizes the plush beige carpet and the ironing board’s metal legs. A floor lamp glows softly in the background.",
+          "20-40%: Continuing the clockwise rotation, the camera passes behind the ironing board, offering a clearer view of the framed picture wall above the sofa; the blue exercise ball is now fully visible beside a black side table, and the TV screen remains bright with the cityscape. The camera then moves past the sofa’s corner, revealing a beige armchair with a decorative pillow and a small wooden end table, with a red backpack resting on the floor nearby. The ironing board’s legs and patterned pillow remain prominent as the camera begins to tilt slightly upward, drawing attention to the pillow’s design.",
+          "40-60%: The camera tilts up further, focusing on the pillow’s texture and pattern, then pans down along the crisscross metal legs of the ironing board. The plush carpet fills the lower frame. The TV and cityscape are still visible in the background, along with the blue exercise ball and framed wall art; lighting remains consistent and warm. The camera sweeps back up and continues its clockwise rotation, now capturing the opposite side of the room where the beige armchair and end table reappear, along with the red backpack. The ironing board remains central, and the movement is smooth, emphasizing spatial continuity.",
+          "60-80%: The camera completes nearly a full 360-degree orbit, returning to the initial viewpoint but now zooming in slightly on the ironing board and pillow; shadows from the room’s lighting accentuate the pillow’s contours. The TV cityscape, blue exercise ball, and framed wall pictures are all visible in the periphery, anchoring the scene. The camera maintains steady motion, keeping the ironing board as the focal point while reinforcing the room’s symmetrical layout and harmonious decor.",
+          "80-100%: Finally, the camera tilts downward, focusing on the base of the ironing board and the surrounding beige carpet. The patterned pillow remains in view at the top of the frame. The video ends with this grounded, intimate shot, reinforcing the room’s calm, cohesive aesthetic and leaving the viewer with a sense of spatial completeness and domestic tranquility."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle, wide shot of a living room centered on a white ironing board holding a patterned pillow (purple, orange, brown circles). To the left, a beige sectional sofa with coordinating pillows and a floral blanket is visible. Behind it, a wall displays framed pictures. Natural light filters through sheer curtains near a large TV showing a cityscape. A blue exercise ball sits near the TV stand.",
+          "Part 2/8: The camera begins rotating clockwise around the ironing board, revealing more of the sectional sofa’s L-shape. The TV remains in view, displaying skyscrapers. The camera angle stays low, emphasizing the plush beige carpet and the ironing board’s metal legs. A floor lamp glows softly in the background, casting warm light on the sofa.",
+          "Part 3/8: Continuing the rotation, the camera passes behind the ironing board, offering a clearer view of the framed picture wall above the sofa. The blue exercise ball is now fully visible beside a black side table. The TV screen remains bright with the cityscape. The camera maintains steady motion, keeping the ironing board centered as the focal point.",
+          "Part 4/8: The camera moves past the sofa’s corner, revealing a beige armchair with a decorative pillow and a small wooden end table. A red backpack rests on the floor nearby. The ironing board’s legs and the patterned pillow remain prominent. The camera begins to tilt slightly upward, drawing attention to the pillow’s design.",
+          "Part 5/8: The camera tilts up further, focusing on the pillow’s texture and pattern, then pans down along the crisscross metal legs of the ironing board. The plush carpet fills the lower frame. The TV and cityscape are still visible in the background, along with the blue exercise ball and framed wall art. Lighting remains consistent and warm.",
+          "Part 6/8: The camera sweeps back up and continues its clockwise rotation, now capturing the opposite side of the room. The beige armchair and end table reappear, along with the red backpack. The ironing board remains central. The camera movement is smooth, maintaining spatial continuity and emphasizing the room’s symmetrical layout.",
+          "Part 7/8: The camera completes nearly a full 360-degree orbit, returning to the initial viewpoint but now zooming in slightly on the ironing board and pillow. Shadows from the room’s lighting accentuate the pillow’s contours. The TV cityscape, blue exercise ball, and framed wall pictures are all visible in the periphery, anchoring the scene.",
+          "Part 8/8: Finally, the camera tilts downward, focusing on the base of the ironing board and the surrounding beige carpet. The patterned pillow remains in view at the top of the frame. The video ends with this grounded, intimate shot, reinforcing the room’s calm, cohesive aesthetic and leaving the viewer with a sense of spatial completeness."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the blue exercise ball still positioned behind the TV stand after the camera completes its circular path?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "c2e0d105e7eacf5b98717e02fd3a3740749a6a6801c0c272c4f35f0f53e9d6f2_0_2",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the ironing board retain its identity as a white metal object with a patterned pillow throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:38.642440"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which object is consistently described across all segments as having geometric circles in purple, orange, and brown?",
+          "options": [
+            "A. The floral blanket",
+            "B. The throw pillows",
+            "C. The patterned pillow on the ironing board",
+            "D. The framed pictures"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:38.642476"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the crisscross metal frame of the ironing board consistently described as stable across different camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:38.642488"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What detail is emphasized in the close-up view of the pillow in part 5/8?",
+          "options": [
+            "A. Its softness",
+            "B. Its texture and pattern",
+            "C. Its size",
+            "D. Its placement"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:38.642497"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree orbit and return to the original viewpoint?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:38.642504"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which camera movement is central to maintaining horizontal loop memory?",
+          "options": [
+            "A. Zooming in",
+            "B. Tilting up",
+            "C. Clockwise rotation",
+            "D. Panning left"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:38.642511"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are background elements like the TV and exercise ball visible again when the camera returns to the starting position?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:38.642518"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_80ef1075466e1824929cf6b5f8b77acf2a7a0fdae07792f74e8f9905c6e07807"
+  },
+  {
+    "task_id": "mem_dl3dv_6fef07ffa088f12f4094d0fe714b7a4132ee630e62d9b5663577783d1cb493c8",
+    "instance_id": "mem_dl3dv_6fef07ffa088f12f4094d0fe714b7a4132ee630e62d9b5663577783d1cb493c8",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_6fef07ffa088f12f4094d0fe714b7a4132ee630e62d9b5663577783d1cb493c8.mp4",
+      "total_frames": 380,
+      "fps": 15.0,
+      "duration_sec": 25.33,
+      "reference_image_path": "inference_img/mem_dl3dv_6fef07ffa088f12f4094d0fe714b7a4132ee630e62d9b5663577783d1cb493c8_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of a bronze lion statue resting majestically on a circular mulch base, surrounded by a lush green lawn and low-lying shrubs. Behind the statue, a large leafy tree provides partial shade, its branches swaying gently in the breeze. In the background, a red brick building with white trim lines the left side of the frame, while further in the distance, a modern multi-story building with glass windows and concrete panels rises above the treeline. A paved walkway curves along the edge of the grassy area, leading toward the buildings. The camera slowly pans clockwise around the lion statue, revealing its detailed mane with individually sculpted strands, muscular body, and long tail curling upward at the tip. As the camera moves, the perspective shifts to show the statue from multiple angles — front, side, rear, and three-quarter views — highlighting the texture of the bronze surface and the naturalistic posture of the lion lying down with one paw extended. The grassy mound beneath the mulch base slopes gently into the surrounding lawn. Continuing from the rear view, the camera circles back toward the front, capturing the lion’s serene facial expression and the interplay of light and shadow across its form. Finally, the video ends with a close-up of the lion’s head, emphasizing the intricate details of its mane and eyes, as the background elements — the tree, brick building, modern structure, and paved path — remain consistently visible throughout the entire sequence, maintaining spatial continuity and environmental context."
+        ],
+        "level_2": [
+          "The video begins with a full view of a bronze lion statue lying on a mulch-covered circular base, nestled within a well-maintained green lawn bordered by shrubs. Behind the statue stands a large tree with dense foliage, partially shading the sculpture. To the left, a red brick building with white horizontal accents is visible, while in the far background, a modern multi-story building with glass facades can be seen. A paved walkway runs parallel to the lawn, curving gently away from the camera. The camera initiates a slow clockwise pan, starting from the lion’s right flank, revealing its powerful hindquarters and long, curved tail. The mulch base sits atop a slight grassy mound, blending naturally into the surrounding turf. The lion’s detailed mane flows over its shoulders and chest, with each strand meticulously rendered in bronze. The lighting is soft and diffused, suggesting an overcast day or late afternoon sun.",
+          "Continuing from the rear view of the lion statue, the camera completes its clockwise arc, now focusing on the lion’s left flank and then its front. The detailed mane cascades over the lion’s neck and chest, catching subtle highlights. The camera zooms slightly closer, allowing viewers to appreciate the texture of the bronze and the lifelike musculature of the lion’s limbs. The grassy mound beneath the mulch base remains visible, sloping gently into the surrounding lawn. In the background, the tree continues to provide shade, while the red brick building and modern multi-story structure remain fixed in their positions, anchoring the scene. The paved walkway becomes more prominent as the camera angle shifts, showing its clean lines and integration with the landscape. The lion’s face comes into clearer view, revealing calm, watchful eyes and a composed expression, enhancing the statue’s regal presence.",
+          "Finally, the camera completes its full 360-degree orbit around the lion statue, returning to a frontal view that emphasizes the lion’s majestic head and detailed mane. The camera lingers here, slowly zooming in for a close-up of the lion’s face, capturing the fine sculptural work in its eyes, nose, and whisker pads. The background elements — the tree behind the statue, the red brick building to the left, the distant modern building, and the paved walkway — remain consistently visible, reinforcing the setting’s coherence. The grassy mound and mulch base are still clearly defined beneath the statue, grounding it in its landscaped environment. The overall atmosphere is tranquil and contemplative, with no movement other than the steady, smooth camera motion encircling the lion. The video concludes with this intimate portrait of the lion’s face, leaving the viewer with a lasting impression of its noble and serene demeanor."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a medium shot of a bronze lion statue lying on a mulch base, positioned on a grassy mound. The lion faces right, its tail curled upward. Behind it, a large tree with green leaves provides partial shade. To the left, a red brick building with white trim is visible. The surrounding lawn is vibrant green, edged with low shrubs. A paved walkway curves along the background. The camera begins a slow clockwise pan, revealing the lion’s muscular hindquarters and textured mane. As the camera continues its clockwise movement, the lion’s right flank comes into full view. The detailed mane flows over its shoulder, with individual strands clearly sculpted. The mulch base is circular and contrasts with the green lawn. The grassy mound slopes gently downward. In the distance, the modern multi-story building appears between trees. The paved walkway remains visible along the edge of the frame. The lighting is even, casting soft shadows across the statue and ground.",
+          "20-40%: The camera now captures the rear of the lion statue, emphasizing its powerful haunches and the curve of its tail. The tree behind the statue fills more of the upper frame, its leaves rustling slightly. The red brick building remains on the left, while the modern building is more centered in the background. The paved walkway curves out of view temporarily. The mulch base is fully visible from this angle, showing its neat edges against the grassy mound. Moving to the lion’s left flank, the camera reveals the sculpted musculature of its torso and foreleg. The detailed mane drapes over its chest, catching ambient light. The grassy mound beneath the mulch base slopes gently into the surrounding lawn. The tree’s branches frame the top of the shot. The red brick building is now partially obscured by foliage, while the modern building remains visible in the distance. The paved walkway reappears along the right edge of the frame. The camera maintains a steady pace, preserving the serene mood.",
+          "40-60%: The camera now focuses on the lion’s front-left quarter, bringing its face partially into view. The detailed mane frames its head, with strands flowing downward. The lion’s eyes appear calm and watchful. The mulch base and grassy mound remain consistent in composition. The tree behind the statue still provides shade, while the red brick building and modern structure anchor the background. The paved walkway runs parallel to the lawn. The camera begins a slight zoom-in, preparing for a closer look at the lion’s features. Continuing the clockwise pan, the camera centers on the lion’s face, now fully visible from the front-left angle. The detailed mane surrounds its head, with each strand meticulously rendered. The lion’s expression is serene, with softly modeled eyes and nose. The grassy mound and mulch base are clearly defined beneath the statue. The tree, brick building, and modern structure remain in their respective positions. The paved walkway is visible along the right side. The camera maintains its steady movement, enhancing the sense of reverence for the sculpture.",
+          "60-80%: The camera now moves to a direct frontal view of the lion statue, capturing its full majesty. The detailed mane frames its face symmetrically, and its paws rest calmly on the mulch base. The grassy mound slopes gently outward, blending into the green lawn. The tree behind the statue provides a natural backdrop, while the red brick building and modern multi-story structure remain visible in the background. The paved walkway curves along the edge of the scene. The lighting remains soft and even, highlighting the bronze texture without harsh shadows. The camera continues its smooth, deliberate rotation, completing most of the 360-degree orbit around the lion statue, returning toward a frontal perspective that emphasizes the lion’s majestic head and detailed mane.",
+          "80-100%: Finally, the camera completes its orbit with a close-up of the lion’s face, emphasizing the intricate sculptural details — the furrows of its brow, the curve of its nose, and the depth of its eyes. The mane flows around its head, creating a halo effect. The tree, brick building, modern structure, and paved walkway remain visible in the periphery, maintaining environmental consistency. The grassy mound and mulch base are subtly present beneath the statue. The video ends with this intimate portrait, leaving a lasting impression of the lion’s noble and tranquil presence."
+        ],
+        "level_4": [
+          "The video opens with a medium shot of a bronze lion statue lying on a mulch base, positioned on a grassy mound. The lion faces right, its tail curled upward. Behind it, a large tree with green leaves provides partial shade. To the left, a red brick building with white trim is visible. The surrounding lawn is vibrant green, edged with low shrubs. A paved walkway curves along the background. The camera begins a slow clockwise pan, revealing the lion’s muscular hindquarters and textured mane.",
+          "As the camera continues its clockwise movement, the lion’s right flank comes into full view. The detailed mane flows over its shoulder, with individual strands clearly sculpted. The mulch base is circular and contrasts with the green lawn. The grassy mound slopes gently downward. In the distance, the modern multi-story building appears between trees. The paved walkway remains visible along the edge of the frame. The lighting is even, casting soft shadows across the statue and ground.",
+          "The camera now captures the rear of the lion statue, emphasizing its powerful haunches and the curve of its tail. The tree behind the statue fills more of the upper frame, its leaves rustling slightly. The red brick building remains on the left, while the modern building is more centered in the background. The paved walkway curves out of view temporarily. The mulch base is fully visible from this angle, showing its neat edges against the grassy mound. The camera maintains a steady pace, preserving the serene mood.",
+          "Moving to the lion’s left flank, the camera reveals the sculpted musculature of its torso and foreleg. The detailed mane drapes over its chest, catching ambient light. The grassy mound beneath the mulch base slopes gently into the surrounding lawn. The tree’s branches frame the top of the shot. The red brick building is now partially obscured by foliage, while the modern building remains visible in the distance. The paved walkway reappears along the right edge of the frame. The camera continues its smooth, deliberate rotation.",
+          "The camera now focuses on the lion’s front-left quarter, bringing its face partially into view. The detailed mane frames its head, with strands flowing downward. The lion’s eyes appear calm and watchful. The mulch base and grassy mound remain consistent in composition. The tree behind the statue still provides shade, while the red brick building and modern structure anchor the background. The paved walkway runs parallel to the lawn. The camera begins a slight zoom-in, preparing for a closer look at the lion’s features.",
+          "Continuing the clockwise pan, the camera centers on the lion’s face, now fully visible from the front-left angle. The detailed mane surrounds its head, with each strand meticulously rendered. The lion’s expression is serene, with softly modeled eyes and nose. The grassy mound and mulch base are clearly defined beneath the statue. The tree, brick building, and modern structure remain in their respective positions. The paved walkway is visible along the right side. The camera maintains its steady movement, enhancing the sense of reverence for the sculpture.",
+          "The camera now moves to a direct frontal view of the lion statue, capturing its full majesty. The detailed mane frames its face symmetrically, and its paws rest calmly on the mulch base. The grassy mound slopes gently outward, blending into the green lawn. The tree behind the statue provides a natural backdrop, while the red brick building and modern multi-story structure remain visible in the background. The paved walkway curves along the edge of the scene. The lighting remains soft and even, highlighting the bronze texture without harsh shadows.",
+          "Finally, the camera completes its orbit with a close-up of the lion’s face, emphasizing the intricate sculptural details — the furrows of its brow, the curve of its nose, and the depth of its eyes. The mane flows around its head, creating a halo effect. The tree, brick building, modern structure, and paved walkway remain visible in the periphery, maintaining environmental consistency. The grassy mound and mulch base are subtly present beneath the statue. The video ends with this intimate portrait, leaving a lasting impression of the lion’s noble and tranquil presence."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the red brick building visible behind the lion statue when the camera returns to its starting position?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "e47aede6b65b2ff9898be60650aa3d3e110c2311f36df209ed8cb5ae5265feea_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Is the paved walkway visible adjacent to the grassy area during the camera’s movement?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "e47aede6b65b2ff9898be60650aa3d3e110c2311f36df209ed8cb5ae5265feea_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the lion statue maintain the same identity throughout the entire 360-degree pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:25:22.296162"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the lion's identity during the camera rotation?",
+          "options": [
+            "A. It changes from a lion to a tiger",
+            "B. It remains consistently a bronze lion",
+            "C. It transforms into a mythical creature",
+            "D. It disappears and reappears"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:25:22.296196"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the lion’s tail remain curled upward throughout the pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:25:22.296208"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "What happens to the lion’s posture as the camera rotates?",
+          "options": [
+            "A. It stands up",
+            "B. It shifts position",
+            "C. It remains lying down with one paw extended",
+            "D. It rolls over"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:25:22.296214"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Are the individual strands of the lion’s mane consistently visible in all views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:25:22.296222"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "How is the bronze texture described in the prompt?",
+          "options": [
+            "A. Smooth and uniform",
+            "B. Meticulously rendered with naturalistic detail",
+            "C. Shiny and reflective",
+            "D. Dull and worn"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:25:22.296228"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree orbit around the lion?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:25:22.296235"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "What type of camera movement is described in the video?",
+          "options": [
+            "A. Vertical tilt",
+            "B. Linear dolly",
+            "C. Horizontal 360-degree pan",
+            "D. Zoom-only motion"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:25:22.296242"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Do the background buildings and tree remain in fixed positions as the camera pans?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:25:22.296249"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the front view, which background elements should be visible?",
+          "options": [
+            "A. Only the tree",
+            "B. The tree, brick building, and modern structure",
+            "C. The sky only",
+            "D. No background elements"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:25:22.296254"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_6fef07ffa088f12f4094d0fe714b7a4132ee630e62d9b5663577783d1cb493c8"
+  },
+  {
+    "task_id": "mem_dl3dv_2f210d115b5875bd6a921b30137d08f30ef7b8f844b2d82e63ed23171ce9d3bd",
+    "instance_id": "mem_dl3dv_2f210d115b5875bd6a921b30137d08f30ef7b8f844b2d82e63ed23171ce9d3bd",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_2f210d115b5875bd6a921b30137d08f30ef7b8f844b2d82e63ed23171ce9d3bd.mp4",
+      "total_frames": 324,
+      "fps": 15.0,
+      "duration_sec": 21.6,
+      "reference_image_path": "inference_img/mem_dl3dv_2f210d115b5875bd6a921b30137d08f30ef7b8f844b2d82e63ed23171ce9d3bd_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide, slow panning shot moving left to right across an empty airport baggage claim area. The scene is dominated by a long, curved metallic baggage carousel with a polished stainless steel exterior and a black rubber conveyor belt that remains stationary throughout. At the far left end of the carousel, a black curtain hangs vertically at the entrance where luggage would emerge, partially obscuring the dark interior behind it. The surrounding walls are covered in large beige square tiles arranged in a grid pattern, extending from floor to ceiling. The ceiling features recessed circular lighting fixtures evenly spaced along its length, casting soft, even illumination. As the camera pans right, a blue directional sign becomes visible on the far right wall, mounted high above the carousel. The floor is made of light-colored speckled terrazzo tiles, reflecting ambient light. The camera continues its smooth arc around the carousel’s curve, revealing more of the beige tiled wall and the full length of the metallic structure. In the background, glimpses of glass partitions and distant doors can be seen, but no people or luggage are present. The environment feels sterile, quiet, and modern. Finally, the camera completes its sweep back toward the left, returning to frame the black curtain at the carousel entrance, bringing the shot full circle while maintaining consistent framing and lighting throughout."
+        ],
+        "level_2": [
+          "The video begins with a slow left-to-right pan across an empty airport baggage claim area. The focus is on a long, curved metallic baggage carousel with a polished stainless steel surface and a black conveyor belt. On the far left, a black curtain hangs at the carousel’s entrance, partially concealing the dark interior. The walls are clad in beige square tiles, and recessed ceiling lights illuminate the space evenly. The camera movement reveals the curvature of the carousel and the reflective terrazzo floor.",
+          "Continuing from the previous segment, the camera pans further right, showcasing the full length of the metallic baggage carousel. The beige tiled wall continues uninterrupted along the back, and the polished metal reflects the overhead lighting. A blue directional sign appears on the far right wall, positioned above the carousel. No luggage or people are visible; the space remains pristine and unoccupied. The camera maintains a steady, smooth motion as it captures the architectural details and spatial layout.",
+          "Finally, the camera begins to arc back toward the left, completing its panoramic sweep. It passes the blue sign again and gradually returns to the starting point, re-framing the black curtain at the carousel entrance. The metallic surface of the carousel gleams under the consistent lighting, and the beige tiled walls remain prominent. The terrazzo floor reflects the surroundings subtly. The video ends with the camera positioned similarly to the opening shot, creating a seamless loop-like visual narrative without any interruptions or changes in environment."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a slow left-to-right pan across an empty airport baggage claim area. The metallic baggage carousel dominates the foreground, featuring a polished stainless steel exterior and a black rubber conveyor belt. On the far left, a black curtain hangs at the carousel entrance, partially obscuring the dark interior behind it. Beige tiled walls extend into the background under recessed ceiling lights. The camera moves slightly right, revealing more of the curved metallic baggage carousel while the black curtain remains visible on the left edge of the frame. The terrazzo floor reflects ambient light, and the motion is smooth and steady.",
+          "20-40%: Continuing the pan, the camera shows the midsection of the metallic baggage carousel; the black curtain is no longer in view. The beige tiled wall stretches across the entire background, and the polished metal surface reflects the overhead lighting. The environment remains devoid of people or luggage, enhancing the sense of emptiness and sterility. As the pan progresses, the right side of the carousel comes into full view, with the beige tiled wall continuing uninterrupted and the terrazzo floor visible below. The camera motion remains fluid and deliberate.",
+          "40-60%: The camera reaches the far right end of the carousel, where a blue directional sign becomes visible on the wall above. The metallic surface gleams under the lighting, and the beige tiled wall extends beyond the sign. The camera begins to slowly curve back toward the left, initiating the return sweep. Continuing the arc back to the left, the camera now shows the rear portion of the carousel from a slightly different angle. The blue sign remains in view for a moment before exiting the frame. The beige tiled wall and polished metal continue to dominate the scene, with no changes in lighting or occupancy.",
+          "60-80%: The camera pans further left, returning to the central section of the metallic baggage carousel. The curved structure is fully visible, and the beige tiled wall forms a continuous backdrop. The terrazzo floor reflects the surroundings subtly. The smooth, looping motion reinforces the quiet, empty atmosphere of the space. The camera continues its arc, passing the blue sign again (now re-entering briefly) and gradually approaching the left side of the carousel, bringing the curvature back into prominence.",
+          "80-100%: Finally, the camera completes its arc, returning to the initial framing that includes the black curtain at the carousel entrance on the far left. The metallic baggage carousel, beige tiled wall, and ambient lighting remain consistent. The video ends with a stable, symmetrical composition mirroring the opening shot, closing the visual loop. The terrazzo floor reflects the surroundings subtly, and the environment remains pristine, unoccupied, and sterile throughout."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a slow left-to-right pan across an empty airport baggage claim area. The metallic baggage carousel dominates the foreground, featuring a polished stainless steel exterior and a black rubber conveyor belt. On the far left, a black curtain hangs at the carousel entrance, partially obscuring the dark interior behind it. Beige tiled walls extend into the background under recessed ceiling lights.",
+          "Part 2/8: Continuing the pan, the camera moves slightly right, revealing more of the curved metallic baggage carousel. The black curtain remains visible on the left edge of the frame. The beige tiled wall continues along the back, and the terrazzo floor reflects ambient light. The camera maintains a smooth, steady motion, emphasizing the clean, modern architecture.",
+          "Part 3/8: The camera continues its rightward pan, now showing the midsection of the metallic baggage carousel. The black curtain is no longer in view. The beige tiled wall stretches across the entire background, and the polished metal surface reflects the overhead lighting. The environment remains devoid of people or luggage, enhancing the sense of emptiness and sterility.",
+          "Part 4/8: As the pan progresses, the right side of the metallic baggage carousel comes into full view. The beige tiled wall continues uninterrupted, and the terrazzo floor remains visible below. The camera motion is fluid and deliberate, capturing the sleek design of the carousel and the uniformity of the tiled surfaces.",
+          "Part 5/8: The camera reaches the far right end of the carousel, where a blue directional sign becomes visible on the wall above. The metallic surface gleams under the lighting, and the beige tiled wall extends beyond the sign. The camera begins to slowly curve back toward the left, initiating the return sweep.",
+          "Part 6/8: Continuing the arc back to the left, the camera now shows the rear portion of the carousel from a slightly different angle. The blue sign remains in view for a moment before exiting the frame. The beige tiled wall and polished metal continue to dominate the scene, with no changes in lighting or occupancy.",
+          "Part 7/8: The camera pans further left, returning to the central section of the metallic baggage carousel. The curved structure is fully visible, and the beige tiled wall forms a continuous backdrop. The terrazzo floor reflects the surroundings subtly. The smooth, looping motion reinforces the quiet, empty atmosphere of the space.",
+          "Part 8/8: Finally, the camera completes its arc, returning to the initial framing that includes the black curtain at the carousel entrance on the far left. The metallic baggage carousel, beige tiled wall, and ambient lighting remain consistent. The video ends with a stable, symmetrical composition mirroring the opening shot, closing the visual loop."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the black curtain at the carousel entrance visible again when the camera returns to its starting position?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "d879067ebd0332b54128141bbde382c34b2db942a8d4216a1ccfd8806a93a2c3_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the camera return to the exact same framing as the opening shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756855"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "What is the primary challenge in maintaining consistency during the horizontal loop?",
+          "options": [
+            "A. Ensuring the blue sign remains visible throughout",
+            "B. Matching the initial and final framing exactly",
+            "C. Changing the lighting dynamically",
+            "D. Introducing new objects"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756889"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the camera move back along the same path it took initially?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756902"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "Which element must reappear in the same location when the camera returns?",
+          "options": [
+            "A. The blue directional sign",
+            "B. The black curtain",
+            "C. The glass partitions",
+            "D. The luggage on the carousel"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756909"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the background appear unchanged when the camera returns to previously seen areas?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756916"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "What must remain consistent when the camera re-enters the central section of the carousel?",
+          "options": [
+            "A. The color of the conveyor belt",
+            "B. The presence of people",
+            "C. The lighting on the metallic surface",
+            "D. The motion of the carousel"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756922"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is the black curtain visible again when the camera returns to the left?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756929"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What aspect of the black curtain must be preserved when it reappears?",
+          "options": [
+            "A. Its color and texture",
+            "B. Its movement",
+            "C. Its reflection",
+            "D. Its size relative to the carousel"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756936"
+        },
+        {
+          "question": "Is the black curtain at the carousel entrance visible again when the camera returns to its starting position?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "10",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the camera return to the exact same framing as the opening shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756855"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "What is the primary challenge in maintaining consistency during the horizontal loop?",
+          "options": [
+            "A. Ensuring the blue sign remains visible throughout",
+            "B. Matching the initial and final framing exactly",
+            "C. Changing the lighting dynamically",
+            "D. Introducing new objects"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756889"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the camera move back along the same path it took initially?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756902"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Which element must reappear in the same location when the camera returns?",
+          "options": [
+            "A. The blue directional sign",
+            "B. The black curtain",
+            "C. The glass partitions",
+            "D. The luggage on the carousel"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756909"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the background appear unchanged when the camera returns to previously seen areas?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756916"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "What must remain consistent when the camera re-enters the central section of the carousel?",
+          "options": [
+            "A. The color of the conveyor belt",
+            "B. The presence of people",
+            "C. The lighting on the metallic surface",
+            "D. The motion of the carousel"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756922"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Is the black curtain visible again when the camera returns to the left?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756929"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "What aspect of the black curtain must be preserved when it reappears?",
+          "options": [
+            "A. Its color and texture",
+            "B. Its movement",
+            "C. Its reflection",
+            "D. Its size relative to the carousel"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756936"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the polished stainless steel surface of the baggage carousel reflect the beige tiled walls and recessed ceiling lights as visible in the environment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt describes the carousel as having a 'polished stainless steel exterior' that 'gleams under the lighting' and reflects overhead illumination. Since the surrounding environment includes beige tiled walls and recessed lights, these should be accurately reflected on the metallic surface.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124687"
+          }
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "When the camera is positioned to view the midsection of the carousel, what should be visible in the reflection of the metallic surface?",
+          "options": [
+            "A. The black curtain at the entrance",
+            "B. The blue directional sign on the far right wall",
+            "C. The beige tiled wall and ceiling lights",
+            "D. The glass partitions in the distant background"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "At the midsection, the black curtain is no longer in frame (Segment 3), and the blue sign is not yet visible (appears in Segment 5). The dominant background elements are the beige tiled wall and ceiling lights, which would be reflected in the polished metal surface.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124735"
+          }
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Is the reflection of the terrazzo floor visible in the metallic surface of the carousel?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt states that the terrazzo floor 'reflects ambient light,' and the carousel has a polished stainless steel surface. Given their reflective properties, it's reasonable to expect that the floor’s texture and light reflections would appear in the mirror-like surface of the carousel.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124745"
+          }
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which object should NOT appear in the reflection of the carousel when the camera is focused on the far right end?",
+          "options": [
+            "A. The blue directional sign",
+            "B. The black curtain",
+            "C. The beige tiled wall",
+            "D. The recessed ceiling lights"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The black curtain is located on the far left and is out of frame during the rightmost portion of the pan (Segment 5). Therefore, it cannot be reflected in the carousel’s surface from that viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124752"
+          }
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the reflection in the carousel's surface show the correct orientation of objects relative to their real-world positions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "As a polished metallic surface acting like a mirror, the reflection should invert the image horizontally but maintain correct spatial relationships. The prompt implies consistent lighting and geometry, so reflections should align with expected mirror physics.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124768"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "binary",
+          "question": "When the camera returns to the initial framing in Segment 8, does the reflection in the carousel match what was seen in Segment 1?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The video ends by returning to the original composition with the black curtain visible again and consistent lighting. Since no environmental changes occur, the reflection should remain temporally consistent with the opening shot.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124778"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "multiple_choice",
+          "question": "In Segment 6, when the camera arcs back toward the left, does the reflection in the carousel update to reflect the changing angle or remain static?",
+          "options": [
+            "A. The reflection remains unchanged",
+            "B. The reflection updates to show more of the left side of the space",
+            "C. The reflection shows the blue sign even though it's exiting the frame",
+            "D. The reflection disappears entirely"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "As the camera moves left, the viewing angle changes, so the reflection in the curved metallic surface must dynamically adjust to show the new field of view. This ensures temporal consistency in how reflections evolve over time.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124785"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "If the blue directional sign appears in the reflection during Segment 5, does it disappear from the reflection when the camera moves past it in Segment 6?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The sign exits the frame in Segment 6, so it should no longer be visible in the reflection. Temporal consistency requires that reflections change in sync with the actual environment as the camera moves.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124791"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "How should the reflection of the ceiling lights behave between Segment 2 and Segment 7?",
+          "options": [
+            "A. It should become dimmer due to changing angles",
+            "B. It should remain constant because lighting is uniform",
+            "C. It should shift position based on camera movement",
+            "D. It should disappear completely"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The camera moves around the carousel, altering the angle of incidence for light reflections. As such, the position and intensity of reflected ceiling lights should shift accordingly, maintaining temporal accuracy.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124797"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Does the reflection of the black curtain reappear in the same way when the camera returns to the starting position in Segment 8?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Since the scene is described as looping back to the original framing and lighting conditions, the reflection should reappear identically to how it did in Segment 1, ensuring temporal memory consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124803"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "binary",
+          "question": "As the camera pans right from Segment 1 to Segment 4, does the reflection in the carousel show progressively more of the right-side environment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "With the camera moving right, the angle of view changes, and the curved reflective surface should capture increasingly more of the right-hand side of the room, including the blue sign eventually.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124810"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "multiple_choice",
+          "question": "When the camera reaches the far right end of the carousel in Segment 5, which part of the environment should be most visible in the reflection?",
+          "options": [
+            "A. The black curtain",
+            "B. The left side of the carousel",
+            "C. The blue directional sign and nearby wall",
+            "D. The distant glass partitions"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "At this point, the camera is facing the far right, and the blue sign is visible. Due to the curvature of the carousel, the reflection should prominently feature the sign and adjacent wall section, matching the current viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124817"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "binary",
+          "question": "When the camera arcs back toward the left in Segment 7, does the reflection show the leftward-moving environment correctly?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The arc motion means the camera captures different parts of the room. The reflection must adapt to show the evolving field of view, particularly revealing more of the central and left portions of the space.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124823"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "multiple_choice",
+          "question": "Which reflection behavior best indicates correct viewpoint consistency during the return sweep?",
+          "options": [
+            "A. The reflection stays fixed regardless of camera movement",
+            "B. The reflection shows the same objects as in the forward pan",
+            "C. The reflection updates to show objects approaching from the left",
+            "D. The reflection becomes blurry and indistinct"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "During the return sweep, the camera is moving left, so the reflection should dynamically update to include objects now entering the frame from the left side, demonstrating accurate viewpoint-based rendering.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124829"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "When the camera returns to the original position in Segment 8, does the reflection match exactly what was seen in Segment 1?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt specifies that the final shot mirrors the opening one in framing and lighting. Therefore, the reflection in the carousel must also be identical, confirming viewpoint consistency upon loop closure.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124835"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_2f210d115b5875bd6a921b30137d08f30ef7b8f844b2d82e63ed23171ce9d3bd"
+  },
+  {
+    "task_id": "mem_dl3dv_5a47c078618098f3299850ad1bbc4f361fc4e6897cc525cf9afac6dc5bc7b4a8",
+    "instance_id": "mem_dl3dv_5a47c078618098f3299850ad1bbc4f361fc4e6897cc525cf9afac6dc5bc7b4a8",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_5a47c078618098f3299850ad1bbc4f361fc4e6897cc525cf9afac6dc5bc7b4a8.mp4",
+      "total_frames": 314,
+      "fps": 15.0,
+      "duration_sec": 20.93,
+      "reference_image_path": "inference_img/mem_dl3dv_5a47c078618098f3299850ad1bbc4f361fc4e6897cc525cf9afac6dc5bc7b4a8_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of a serene park scene under bright daylight, featuring a stone picnic table surrounded by tree stump seats nestled among lush greenery. Willow trees with cascading branches frame the area, casting dappled shadows on the ground. A purple-painted path winds through the background, curving gently to the left and right, bordered by grassy banks and scattered trees. In the distance, several park benches are visible along the path, some occupied by people relaxing. The camera slowly pans clockwise around the stone picnic table, revealing more of the surrounding landscape including additional willow trees, the purple path extending into the distance, and the gentle slope of the terrain. As the pan continues, the camera tilts slightly upward to capture the canopy of leaves and the clear blue sky peeking through. The movement is smooth and deliberate, emphasizing the tranquility of the setting. Continuing from this motion, the camera completes its arc, returning to face the picnic table from a slightly different angle, now highlighting the contrast between the rustic stone furniture and the vibrant purple path nearby. Finally, the camera subtly zooms out to encompass the entire arrangement — stone table, stump seats, willow trees, distant park benches, and the winding purple path — before holding steady for the last moment, capturing the full harmony of the natural and man-made elements in this peaceful outdoor space."
+        ],
+        "level_2": [
+          "The video starts with a wide shot of a tranquil park setting under sunny skies. A stone picnic table is centered among several tree stump seats, surrounded by willow trees with long, drooping branches. To the left and right, a vivid purple-painted path curves gently through the scene, flanked by grassy areas and scattered trees. In the background, distant park benches are faintly visible along the path. The camera begins a slow clockwise pan, gradually revealing more of the environment while keeping the picnic table and stump seats as the focal point. The lighting is bright and natural, casting soft shadows across the ground.",
+          "Continuing from the initial pan, the camera moves further around the stone picnic table, now showing the backside of the setup with more willow trees and the purple path extending deeper into the park. The distant park benches become more distinct as the camera angle shifts, revealing people seated and walking along the path. The terrain slopes gently upward behind the picnic area, dotted with shrubs and young trees. Sunlight filters through the leaves, creating dynamic patterns of light and shadow. The camera maintains a smooth, continuous motion, enhancing the calm atmosphere of the scene.",
+          "Finally, the camera completes its circular sweep, returning to a frontal view of the stone picnic table and stump seats, now framed differently with the purple path visible on both sides. The willow trees sway gently in a light breeze, their branches brushing against each other. The distant park benches remain in view, reinforcing the sense of depth and scale. The camera subtly pulls back to include the full context — the table, stumps, trees, path, and benches — all harmoniously arranged under the clear blue sky. The video ends with a still, composed shot that encapsulates the peaceful beauty of the park setting."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a wide, sunlit view of a park featuring a stone picnic table surrounded by tree stump seats. Willow trees with long, hanging branches encircle the area. A purple-painted path curves to the left in the background, with distant park benches visible along its edge. Shadows from the trees dapple the ground beneath the table. The camera begins a slow clockwise pan, shifting focus slightly to reveal more of the purple path as it bends to the right. The stone picnic table remains central, but the perspective now includes more of the grassy bank and additional willow trees to the right. Distant park benches are still visible, now appearing slightly closer due to the camera’s movement.",
+          "20-40%: Continuing the pan, the camera reveals the rear side of the picnic table setup. The purple path now stretches farther into the background, winding past a gentle slope covered in grass and small shrubs. More willow trees come into view, their branches swaying lightly. The distant park benches are partially obscured by foliage but still discernible. As the pan progresses, the camera tilts slightly upward, bringing the canopy of willow leaves and the blue sky into greater prominence. The stone picnic table and stump seats are now viewed from a higher angle, emphasizing their placement within the natural setting. The purple path continues to wind through the background, and the distant park benches remain visible at the far end of the curve.",
+          "40-60%: The camera continues its clockwise motion, now capturing the right flank of the picnic area. The purple path curves sharply to the right, leading toward a cluster of trees. The stone table and stump seats are seen from a side angle, with sunlight glinting off the stone surface. The distant park benches are now more clearly visible, with one person sitting on a bench. The camera continues its arc, now showing the picnic table from a three-quarter rear view. The purple path is prominent on the right side of the frame, leading toward a small hill. Willow trees dominate the upper portion of the shot, with their branches creating a natural archway. The distant park benches are still visible, though partially hidden by intervening trees.",
+          "60-80%: The camera nears the completion of its circular pan, now facing the picnic table from a front-left angle. The purple path is visible on both sides of the frame, framing the scene symmetrically. The tree stump seats and stone table are fully illuminated by sunlight. The distant park benches appear smaller but still present, adding depth to the composition. The willow trees sway gently in a light breeze, their branches brushing against each other. The terrain slopes gently upward behind the picnic area, dotted with shrubs and young trees. Sunlight filters through the leaves, creating dynamic patterns of light and shadow. The camera maintains a smooth, continuous motion, enhancing the calm atmosphere of the scene.",
+          "80-100%: Finally, the camera holds steady on a wide, balanced shot of the entire picnic area — stone table, stump seats, willow trees, and the purple-painted path curving gracefully on either side. The distant park benches are visible in the background, completing the tranquil park scene. The lighting remains bright and natural, with shadows gently shifting as the video concludes. The camera subtly zooms out to encompass the full arrangement — stone table, stump seats, willow trees, distant park benches, and the winding purple path — before holding steady for the last moment, capturing the full harmony of the natural and man-made elements in this peaceful outdoor space."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a wide, sunlit view of a park featuring a stone picnic table surrounded by tree stump seats. Willow trees with long, hanging branches encircle the area. A purple-painted path curves to the left in the background, with distant park benches visible along its edge. Shadows from the trees dapple the ground beneath the table.",
+          "Part 2/8: The camera begins a slow clockwise pan, shifting focus slightly to reveal more of the purple path as it bends to the right. The stone picnic table remains central, but the perspective now includes more of the grassy bank and additional willow trees to the right. Distant park benches are still visible, now appearing slightly closer due to the camera’s movement.",
+          "Part 3/8: Continuing the pan, the camera reveals the rear side of the picnic table setup. The purple path now stretches farther into the background, winding past a gentle slope covered in grass and small shrubs. More willow trees come into view, their branches swaying lightly. The distant park benches are partially obscured by foliage but still discernible.",
+          "Part 4/8: The camera continues its clockwise motion, now capturing the right flank of the picnic area. The purple path curves sharply to the right, leading toward a cluster of trees. The stone table and stump seats are seen from a side angle, with sunlight glinting off the stone surface. The distant park benches are now more clearly visible, with one person sitting on a bench.",
+          "Part 5/8: As the pan progresses, the camera tilts slightly upward, bringing the canopy of willow leaves and the blue sky into greater prominence. The stone picnic table and stump seats are now viewed from a higher angle, emphasizing their placement within the natural setting. The purple path continues to wind through the background, and the distant park benches remain visible at the far end of the curve.",
+          "Part 6/8: The camera continues its arc, now showing the picnic table from a three-quarter rear view. The purple path is prominent on the right side of the frame, leading toward a small hill. Willow trees dominate the upper portion of the shot, with their branches creating a natural archway. The distant park benches are still visible, though partially hidden by intervening trees.",
+          "Part 7/8: The camera nears the completion of its circular pan, now facing the picnic table from a front-left angle. The purple path is visible on both sides of the frame, framing the scene symmetrically. The tree stump seats and stone table are fully illuminated by sunlight. The distant park benches appear smaller but still present, adding depth to the composition.",
+          "Part 8/8: Finally, the camera holds steady on a wide, balanced shot of the entire picnic area — stone table, stump seats, willow trees, and the purple-painted path curving gracefully on either side. The distant park benches are visible in the background, completing the tranquil park scene. The lighting remains bright and natural, with shadows gently shifting as the video concludes."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the stone picnic table still centered in the frame when the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "983e2f92b3810444651f4e5a5225c080fb581161facee3a212e79da3e084ba83_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the stone picnic table remain visually consistent across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:40.948808"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which object is consistently present throughout all segments and must retain its identity?",
+          "options": [
+            "A. The purple path",
+            "B. A person on the bench",
+            "C. The stone picnic table",
+            "D. A red umbrella"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:40.948842"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the stone picnic table maintain its geometric shape during the camera pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:40.948854"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What aspect of the picnic table must remain unchanged during the pan?",
+          "options": [
+            "A. Its color",
+            "B. Its shape and proportions",
+            "C. Its location in space",
+            "D. Its material texture"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:40.948861"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Is the purple path depicted with plausible curvature and continuity across all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:40.948868"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which element must appear logically placed in relation to the others from any viewpoint?",
+          "options": [
+            "A. The sky",
+            "B. The distant park benches",
+            "C. The camera's movement",
+            "D. The lighting"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:40.948874"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera complete a full circular pan and return to a view similar to the start?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:40.948881"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What kind of camera motion is required to ensure horizontal loop memory?",
+          "options": [
+            "A. Zoom only",
+            "B. Vertical tilt",
+            "C. Full 360-degree pan",
+            "D. Jump cut"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:40.948887"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are the distant park benches visible again in the final segment after being partially obscured earlier?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:40.948894"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which background element must reappear consistently when the camera returns to a similar angle?",
+          "options": [
+            "A. The sun",
+            "B. The purple path",
+            "C. The wind",
+            "D. The camera’s speed"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:40.948900"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_5a47c078618098f3299850ad1bbc4f361fc4e6897cc525cf9afac6dc5bc7b4a8"
+  },
+  {
+    "task_id": "mem_dl3dv_74bf8aa3d43161b484c5df51374713dff593fc97e801e0de253ef6319be5d75b",
+    "instance_id": "mem_dl3dv_74bf8aa3d43161b484c5df51374713dff593fc97e801e0de253ef6319be5d75b",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_74bf8aa3d43161b484c5df51374713dff593fc97e801e0de253ef6319be5d75b.mp4",
+      "total_frames": 304,
+      "fps": 15.0,
+      "duration_sec": 20.27,
+      "reference_image_path": "inference_img/mem_dl3dv_74bf8aa3d43161b484c5df51374713dff593fc97e801e0de253ef6319be5d75b_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of an outdoor park-like setting under an overcast sky, featuring two dark bronze ox sculptures resting side by side on a weathered concrete pedestal with visible rust stains along its edges. The camera slowly circles clockwise around the sculpture, revealing a red and white striped pole adorned with hanging spherical lanterns positioned to the left of the frame. Behind the sculpture runs a smooth asphalt road bordered by sparse grass and young trees with thin trunks and green foliage. As the camera continues its circular motion, it reveals more of the surrounding environment: additional trees in the background, patches of dry grass and gravel near the base, and distant structures partially obscured by vegetation. The oxen are depicted lying down, heads raised, horns curving upward, tails extending behind them — one slightly overlapping the other. The camera movement is smooth and steady, maintaining consistent distance from the sculpture while gradually shifting perspective to show all sides. Continuing from the mid-point, the camera completes its arc, returning to a frontal view that mirrors the opening shot but from a slightly altered angle, emphasizing the symmetry of the sculpture against the natural backdrop. Finally, the video ends with a gentle pull-back as the full scene — including the red and white pole, the sculpture, the road, and the encircling trees — comes into balanced composition, reinforcing the tranquil, slightly rustic ambiance of the location."
+        ],
+        "level_2": [
+          "The video starts with a medium-wide shot of two bronze ox sculptures lying side by side on a concrete pedestal with rust stains, set in a grassy, tree-lined area. To the left stands a red and white striped pole decorated with hanging lanterns. Behind the sculpture stretches an asphalt road, flanked by young trees and patches of grass. The camera begins a slow, clockwise orbit around the sculpture, capturing the texture of the bronze, the posture of the oxen (heads up, horns curved), and the surrounding natural elements under diffuse daylight.",
+          "Continuing from the first segment, the camera has moved halfway around the sculpture, now showing its right flank and rear. The red and white pole is no longer in frame, replaced by more trees and open space behind the sculpture. The asphalt road remains visible in the background, curving slightly out of view. The camera maintains steady motion, revealing details like the tail positioning and the slight overlap of the two oxen. The grassy terrain around the pedestal shows signs of wear, with exposed soil and scattered leaves. The overcast sky casts soft, even lighting across the scene.",
+          "Finally, the camera completes its circular path, returning to a frontal view similar to the start but from a subtly different angle. The red and white striped pole reappears on the left, framing the sculpture once again. The asphalt road and surrounding trees form a consistent backdrop. The camera gently pulls back, offering a wider perspective that balances all key elements: the ox sculptures, the pedestal, the pole with lanterns, the road, and the natural surroundings. The video ends with this composed, tranquil scene, emphasizing harmony between art and nature."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a static wide shot of two bronze ox sculptures lying side by side on a concrete pedestal with rust streaks. A red and white striped pole with hanging lanterns stands to the left. Behind the sculpture, an asphalt road runs horizontally, bordered by grass and scattered trees under an overcast sky. The camera begins a slow clockwise pan, moving slightly closer to the sculpture; the front-facing oxen are clearly visible — heads raised, horns curving upward, tails extended — while the red and white pole remains prominent on the left and the road and trees stay in view.",
+          "20-40%: Continuing the clockwise movement, the camera shifts to show the left side of the sculpture, with the red and white pole now partially cut off at the edge of the frame. The texture of the bronze and rust on the pedestal become more detailed. The asphalt road curves gently into the distance, flanked by leafy trees. The camera then reaches the rear-left angle of the sculpture, where the red and white pole is no longer visible; focus shifts to the backs and tails of the oxen, with the road still visible behind, and grass, gravel, and more trees filling the background for depth.",
+          "40-60%: Midway through the orbit, the camera captures the rear-right side of the sculpture, emphasizing the tails and hindquarters of the oxen; the asphalt road remains in the background but becomes less dominant as trees and shrubs fill the frame, with occasional glimpses of distant structures through foliage. The camera then moves to the right flank of the sculpture, showing the profile of the oxen from the side; the rust-stained concrete pedestal is fully visible from this angle, and the road is still present in the background, though surrounding trees and grassy areas take precedence in composition.",
+          "60-80%: Approaching the final quarter of the circle, the camera reveals the front-right angle of the sculpture; the red and white striped pole begins to reappear on the far left edge of the frame. The soft, even lighting highlights the contours of the bronze oxen and the texture of the pedestal. As the camera continues its arc, it transitions toward the frontal view, with the pole becoming increasingly visible again and the road and trees forming a consistent backdrop.",
+          "80-100%: The camera completes its circular motion, returning to a frontal view similar to the opening shot but slightly adjusted. The red and white pole with lanterns is fully back in frame on the left; the asphalt road and surrounding trees create a balanced backdrop. The video ends with a gentle zoom-out, encompassing all key elements — the ox sculptures, the pedestal, the pole with lanterns, the road, and the natural surroundings — in a serene, composed final shot that reinforces the tranquil, rustic ambiance."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a static wide shot of two bronze ox sculptures lying side by side on a concrete pedestal with rust streaks. A red and white striped pole with hanging lanterns stands to the left. Behind the sculpture, an asphalt road runs horizontally, bordered by grass and scattered trees under an overcast sky.",
+          "Part 2/8: The camera begins a slow clockwise pan, moving slightly closer to the sculpture. The front-facing oxen are clearly visible — heads raised, horns curving upward, tails extended. The red and white pole remains prominent on the left, while the asphalt road and trees in the background stay in view.",
+          "Part 3/8: Continuing the clockwise movement, the camera shifts to show the left side of the sculpture. The red and white pole is now partially cut off at the edge of the frame. The texture of the bronze and the rust on the pedestal become more detailed. The asphalt road curves gently into the distance, flanked by leafy trees.",
+          "Part 4/8: The camera reaches the rear-left angle of the sculpture. The red and white pole is no longer visible. The focus is now on the backs and tails of the oxen, with the asphalt road still visible behind. Grass and gravel surround the pedestal, and more trees fill the background, creating depth.",
+          "Part 5/8: Midway through the orbit, the camera captures the rear-right side of the sculpture. The tails and hindquarters of the oxen are emphasized. The asphalt road remains in the background, though less dominant. Trees and shrubs dominate the frame, with occasional glimpses of distant structures through the foliage.",
+          "Part 6/8: The camera moves to the right flank of the sculpture, now showing the profile of the oxen from the side. The rust-stained concrete pedestal is fully visible from this angle. The asphalt road is still present in the background, but the surrounding trees and grassy areas take precedence in the composition.",
+          "Part 7/8: Approaching the final quarter of the circle, the camera reveals the front-right angle of the sculpture. The red and white striped pole begins to reappear on the far left edge of the frame. The lighting remains soft and even, highlighting the contours of the bronze oxen and the texture of the pedestal.",
+          "Part 8/8: The camera completes its circular motion, returning to a frontal view similar to the opening shot but slightly adjusted. The red and white pole with lanterns is fully back in frame on the left. The asphalt road and surrounding trees create a balanced backdrop. The video ends with a gentle zoom-out, encompassing all mandatory landmarks in a serene, composed final shot."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the red and white striped pole with lanterns visible again after the camera completes its pan around the oxen?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "a220f2e66f53a5158a2c34d4c31dabfc5c882b32b6c7433f3c352ba7a66c1440_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Do the two bronze ox sculptures remain visible and unchanged in identity throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596484"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "What is the correct posture of the oxen throughout the video?",
+          "options": [
+            "A. Standing with heads lowered",
+            "B. Lying down with heads raised",
+            "C. Walking slowly",
+            "D. Facing away from each other"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596510"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the relative positioning of the two oxen (one slightly overlapping the other) remain consistent during the camera rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596518"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "Which feature of the oxen's geometry is emphasized in multiple segments?",
+          "options": [
+            "A. Their eyes",
+            "B. Curved horns",
+            "C. Hooves",
+            "D. Color variation"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596523"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the red and white striped pole reappear with the same appearance after being out of frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596528"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When does the red and white striped pole first disappear from view?",
+          "options": [
+            "A. Segment 1",
+            "B. Segment 3",
+            "C. Segment 4",
+            "D. Segment 5"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596532"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera complete a full horizontal loop and return to a view resembling the opening shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596537"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What happens to the camera’s position at the end of the video?",
+          "options": [
+            "A. It zooms in sharply",
+            "B. It pulls back gently",
+            "C. It tilts upward",
+            "D. It stops abruptly"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596541"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is the background consistent when the camera returns to the frontal view at the end?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596547"
+        },
+        {
+          "question": "Is the red and white striped pole with lanterns visible again after the camera completes its pan around the oxen?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "11",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Do the two bronze ox sculptures remain visible and unchanged in identity throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596484"
+        },
+        {
+          "question_id": "13",
+          "type": "multiple_choice",
+          "question": "What is the correct posture of the oxen throughout the video?",
+          "options": [
+            "A. Standing with heads lowered",
+            "B. Lying down with heads raised",
+            "C. Walking slowly",
+            "D. Facing away from each other"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596510"
+        },
+        {
+          "question_id": "14",
+          "type": "binary",
+          "question": "Does the relative positioning of the two oxen (one slightly overlapping the other) remain consistent during the camera rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596518"
+        },
+        {
+          "question_id": "15",
+          "type": "multiple_choice",
+          "question": "Which feature of the oxen's geometry is emphasized in multiple segments?",
+          "options": [
+            "A. Their eyes",
+            "B. Curved horns",
+            "C. Hooves",
+            "D. Color variation"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596523"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Does the red and white striped pole reappear with the same appearance after being out of frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596528"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "When does the red and white striped pole first disappear from view?",
+          "options": [
+            "A. Segment 1",
+            "B. Segment 3",
+            "C. Segment 4",
+            "D. Segment 5"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596532"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Does the camera complete a full horizontal loop and return to a view resembling the opening shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596537"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "What happens to the camera’s position at the end of the video?",
+          "options": [
+            "A. It zooms in sharply",
+            "B. It pulls back gently",
+            "C. It tilts upward",
+            "D. It stops abruptly"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596541"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Is the background consistent when the camera returns to the frontal view at the end?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596547"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "When the camera is at the rear-left angle of the sculpture, does the reflection in a nearby water surface (if present) show the asphalt road and trees behind the sculpture?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "From the prompt, the rear-left view includes the asphalt road and surrounding trees in the background. If a reflective surface exists, it should mirror these elements accurately.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047568"
+          }
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "If a glass panel reflects the scene during Segment 3 (left side of the sculpture), which objects should appear in the reflection?",
+          "options": [
+            "A. The red and white striped pole and the front of the oxen",
+            "B. The back of the oxen and the asphalt road",
+            "C. The right flank of the oxen and the trees behind",
+            "D. The full frontal view of the sculpture and the lanterns"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Segment 3 shows the left side of the sculpture with the red and white pole still partially visible on the left edge. A reflection from this angle would logically include the pole and the front-facing parts of the oxen, as they are in the line of sight.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047611"
+          }
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does a mirror placed in front of the sculpture during Segment 1 reflect both oxen lying side by side with their heads raised and horns curved upward?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt describes the oxen's posture clearly in Segment 1 — heads up, horns curved — so a mirror reflecting them would show this exact configuration.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047633"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "In Segment 7, when the camera approaches the front-right angle and the red and white pole begins to reappear, what should be reflected in a mirror positioned directly opposite the sculpture?",
+          "options": [
+            "A. Only the right flank of the oxen",
+            "B. The red and white pole and the front of the sculpture",
+            "C. The rear of the oxen and distant structures",
+            "D. The asphalt road and trees only"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "At this stage, the pole is re-entering the frame on the far left, and the front of the sculpture is visible. A mirror opposite would reflect both the returning pole and the frontal features of the oxen.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047642"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Would a reflective puddle beneath the pedestal show the rust stains on the concrete base and the bronze texture of the oxen?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt emphasizes visible rust stains and detailed bronze textures. A reflective surface like a puddle would mirror these physical details if present in the environment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047649"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "When the camera returns to the frontal view in Segment 8, does the reflection in a static mirror show the same composition as in Segment 1?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt states that the final shot mirrors the opening shot but from a slightly altered angle. Since the scene has not changed significantly, a static mirror would reflect consistent content across time.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047659"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "If a mirror was visible in Segment 4 and again in Segment 8, how should its reflection change over time?",
+          "options": [
+            "A. It remains unchanged because the camera path is circular",
+            "B. It changes to reflect the new camera position and environment",
+            "C. It shows only the final scene regardless of earlier views",
+            "D. It flickers between multiple versions of the scene"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "As the camera moves around the sculpture, the environment visible to the mirror changes. Therefore, the reflection must update dynamically to reflect the current surroundings.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047666"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Does the reflection in a mirror placed at the beginning of the video remain consistent with the scene when the camera returns to the same position later?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt indicates that the final shot 'mirrors' the opening one, implying environmental consistency. Thus, a mirror’s reflection should also be temporally consistent when revisiting the same viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047672"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "In a hypothetical scenario where a mirror appears in Segment 2 and then reappears in Segment 6, what should happen to the reflection?",
+          "options": [
+            "A. It shows the same view as in Segment 2",
+            "B. It updates to reflect the new camera angle and visible elements",
+            "C. It disappears entirely",
+            "D. It shows a distorted version of the initial scene"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Between Segment 2 and 6, the camera has moved from the left side to the right flank. The reflection must adapt to the new spatial relationship between the viewer, the mirror, and the environment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047679"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "If a mirror is present throughout the entire video, does it reflect the red and white striped pole during both Segment 1 and Segment 8?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The pole is visible in both the first and last segments, and since the camera returns to a similar frontal view, the mirror would reflect the same object at both times.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047686"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "binary",
+          "question": "As the camera orbits clockwise, does the reflection in a spherical mirror (like a decorative ball) correctly update to show different angles of the sculpture?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "A spherical mirror reflects changing perspectives based on the viewer's position. As the camera moves around the sculpture, the reflection must dynamically shift to match the current viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047693"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "multiple_choice",
+          "question": "When the camera reaches the rear-left angle in Segment 4, what should a flat mirror placed at ground level reflect?",
+          "options": [
+            "A. The front of the oxen and the red and white pole",
+            "B. The backs of the oxen and the asphalt road",
+            "C. The right flank and surrounding trees",
+            "D. The sky and clouds only"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "At this angle, the backs of the oxen and the asphalt road are visible. A mirror at ground level would reflect these elements, aligning with the actual camera view.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047699"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "Does a mirror placed on the right side of the sculpture reflect the left flank of the oxen when viewed from the right flank perspective?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "From the right flank view, the left side of the sculpture is facing away from the camera. A mirror on the right would capture the left flank, providing a correct reflection based on geometry.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047705"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "If a mirror is positioned such that it reflects the sculpture from a 90-degree angle relative to the camera, what will the reflection show when the camera is at the front-right angle?",
+          "options": [
+            "A. The front-left side of the sculpture",
+            "B. The rear-right side of the sculpture",
+            "C. The back of the sculpture",
+            "D. The top of the sculpture"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "A 90-degree offset mirror would reflect the opposite side of the sculpture. From the front-right, the mirror would show the front-left, maintaining proper spatial logic.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047717"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "When the camera completes its orbit and returns to the original frontal position, does the reflection in a fixed mirror show the same orientation as in the first segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Since the camera returns to a nearly identical position and the environment hasn't changed, the reflection in a stationary mirror should be consistent with the initial view.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047724"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_74bf8aa3d43161b484c5df51374713dff593fc97e801e0de253ef6319be5d75b"
+  },
+  {
+    "task_id": "mem_dl3dv_8093e8ff907550e4a3a9843e6c32ddfd147a58c2ae0213649e54356906c7709c",
+    "instance_id": "mem_dl3dv_8093e8ff907550e4a3a9843e6c32ddfd147a58c2ae0213649e54356906c7709c",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_8093e8ff907550e4a3a9843e6c32ddfd147a58c2ae0213649e54356906c7709c.mp4",
+      "total_frames": 328,
+      "fps": 15.0,
+      "duration_sec": 21.87,
+      "reference_image_path": "inference_img/mem_dl3dv_8093e8ff907550e4a3a9843e6c32ddfd147a58c2ae0213649e54356906c7709c_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a sweeping panoramic view of a spacious, brightly lit modern furniture showroom. The camera glides smoothly from left to right, revealing a white shiplap wall adorned with a large round mirror that reflects the ceiling lights and nearby plants, creating soft, shimmering reflections. Below the mirror sits a wooden console table holding a tall vase with dried branches. As the camera moves forward, it passes a woven armchair draped with a mustard-yellow throw blanket, then pans slightly right to reveal a large potted plant with broad green leaves standing beside a low-profile sofa. Continuing from this point, the camera tracks past a promotional sign reading '20+ fresh tonal shades' mounted on a freestanding white display panel. Beyond the sign, the space opens into a wide aisle flanked by curated furniture vignettes including sofas, side tables, and lamps under recessed spotlights. The camera then turns left, revealing a tall rectangular mirror mounted on a white pillar, reflecting an aisle lined with metal shelving units displaying folded textiles and decorative pillows. The reflection also captures the overhead lighting and distant displays. Moving further, the camera circles back toward the entrance area, passing again by the round mirror on the white wall — now seen from a different angle — which once more shows reflections of ceiling lights and surrounding furniture. Finally, the camera sweeps across the entire showroom floor one last time, capturing the warm wood flooring, high ceilings with exposed beams, and strategically placed indoor trees and mirrors that amplify spatial depth. The sequence ends with a slow pull-back shot that encompasses the full breadth of the showroom, emphasizing its open-plan layout, natural materials, and harmonious color palette."
+        ],
+        "level_2": [
+          "The video starts with a smooth tracking shot moving from left to right through a modern, well-lit furniture showroom. A white shiplap wall features a large round mirror reflecting ceiling lights and nearby plants, creating soft glints. Beneath it stands a wooden console table with a vase holding dried branches. The camera continues forward, passing a woven armchair with a mustard-yellow throw, then reveals a large potted plant with broad green leaves next to a low-profile sofa. The scene is bathed in warm ambient light from recessed ceiling fixtures.",
+          "Continuing from the previous segment, the camera glides past a freestanding white display panel featuring a bold sign reading '20+ fresh tonal shades'. It then enters a wider aisle showcasing multiple furniture arrangements: sofas, side tables, and lamps under spotlights. The camera pans slightly to reveal a tall rectangular mirror mounted on a white pillar, reflecting an adjacent aisle lined with metal shelving units filled with folded textiles and decorative pillows. Reflections of ceiling lights and distant displays are visible in the mirror’s surface, enhancing the sense of depth and openness.",
+          "Finally, the camera turns left and circles back toward the entrance area, offering a new perspective on the round mirror on the white wall — now showing reflections of ceiling lights and surrounding furniture from a different angle. The camera sweeps across the showroom floor, highlighting the warm wood flooring, high ceilings with exposed beams, and strategically placed indoor trees and mirrors. The sequence concludes with a slow pull-back shot encompassing the entire showroom, emphasizing its open-plan layout, natural materials, and harmonious color palette."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a smooth tracking shot moving left to right along a white shiplap wall. A large round mirror mounted on the wall reflects ceiling lights and nearby plants, creating soft shimmering reflections. Below the mirror sits a wooden console table with a tall vase containing dried branches. The camera begins to move forward slowly, revealing polished wood flooring and ambient lighting from recessed ceiling fixtures.",
+          "20-40%: Continuing forward, the camera passes a woven armchair draped with a mustard-yellow throw blanket. To the right, a large potted plant with broad green leaves stands beside a low-profile dark gray sofa. The camera pans slightly right, revealing more of the open-plan showroom layout with multiple furniture vignettes arranged under warm overhead lighting. The camera then glides past a freestanding white display panel featuring a prominent sign reading '20+ fresh tonal shades', with a partial view of a seating area behind it.",
+          "40-60%: The camera moves deeper into the showroom, revealing an expansive aisle flanked by sofas, side tables, and decorative lamps, all illuminated by recessed spotlights. The camera pans slightly left, bringing into frame a tall rectangular mirror mounted on a white pillar. The mirror reflects an adjacent aisle lined with metal shelving units displaying folded textiles and decorative pillows. The reflection captures ceiling lights, distant furniture displays, and the organized shelving, enhancing spatial depth.",
+          "60-80%: Focusing briefly on the tall rectangular mirror to emphasize its layered reflections, the camera then turns left and glides backward slightly, offering a new perspective on the round mirror previously seen at the start. Now viewed from a different angle, the mirror again reflects ceiling lights and surrounding furniture, reinforcing the showroom’s symmetrical design. The wooden console table with the vase remains visible beneath the mirror. The camera sweeps horizontally across the showroom floor, capturing the warm wood flooring, high ceilings with exposed beams, and strategically placed indoor trees and mirrors that amplify openness.",
+          "80-100%: Finally, the camera pulls back slowly, encompassing the entire showroom in a wide-angle shot. The full expanse of the space is revealed—from the entrance area with the round mirror and console table to the farthest furniture vignettes. The warm lighting, natural materials, and balanced color palette culminate in a cohesive, inviting retail environment designed for immersive browsing."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a smooth tracking shot moving left to right along a white shiplap wall. A large round mirror mounted on the wall reflects ceiling lights and nearby plants, creating soft shimmering reflections. Below the mirror sits a wooden console table with a tall vase containing dried branches. The camera begins to move forward slowly, revealing polished wood flooring and ambient lighting from recessed ceiling fixtures.",
+          "Part 2/8: Continuing forward, the camera passes a woven armchair draped with a mustard-yellow throw blanket. To the right, a large potted plant with broad green leaves stands beside a low-profile dark gray sofa. The camera pans slightly right, revealing more of the open-plan showroom layout with multiple furniture vignettes arranged under warm overhead lighting.",
+          "Part 3/8: The camera glides past a freestanding white display panel featuring a prominent sign reading '20+ fresh tonal shades'. Behind the sign, a partial view of a seating area with neutral-toned upholstery and accent pillows is visible. The camera maintains steady forward motion, transitioning into a wider aisle lined with curated furniture displays.",
+          "Part 4/8: The camera moves deeper into the showroom, revealing an expansive aisle flanked by sofas, side tables, and decorative lamps. Recessed spotlights illuminate each vignette. The camera pans slightly left, bringing into frame a tall rectangular mirror mounted on a white pillar. The mirror reflects an adjacent aisle lined with metal shelving units displaying folded textiles and decorative pillows.",
+          "Part 5/8: Focusing on the tall rectangular mirror, the camera holds briefly to emphasize the reflections of ceiling lights, distant furniture displays, and the organized shelving behind. The reflection creates a layered visual effect, adding depth to the scene. The camera then begins to turn left, preparing to circle back toward the entrance area.",
+          "Part 6/8: The camera turns left and glides backward slightly, offering a new perspective on the round mirror previously seen at the start. Now viewed from a different angle, the mirror again reflects ceiling lights and surrounding furniture, reinforcing the showroom’s symmetrical design. The wooden console table with the vase remains visible beneath the mirror.",
+          "Part 7/8: The camera sweeps horizontally across the showroom floor, capturing the warm wood flooring, high ceilings with exposed beams, and strategically placed indoor trees. Mirrors throughout the space reflect light and furniture, enhancing the sense of openness. The camera movement is slow and deliberate, allowing viewers to absorb the curated aesthetic and spatial harmony.",
+          "Part 8/8: Finally, the camera pulls back slowly, encompassing the entire showroom in a wide-angle shot. The full expanse of the space is revealed — from the entrance area with the round mirror and console table to the farthest furniture vignettes. The warm lighting, natural materials, and balanced color palette culminate in a cohesive, inviting retail environment designed for immersive browsing."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the round mirror still visible on the left wall after the camera moves past the wooden console table?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "e1331217c50e55a564401104d1469b0f08d3b63c9f7a8081d66fab81495e26da_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the round mirror retain its identity when viewed from a different angle in Segment 6?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620023"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which object remains visible beneath the round mirror throughout multiple segments?",
+          "options": [
+            "A. A glass vase with flowers",
+            "B. A wooden console table with a vase of dried branches",
+            "C. A small side table",
+            "D. A potted plant"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620059"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the reflection in the tall rectangular mirror change based on the camera’s position?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Reflection Viewpoint Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620072"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What is reflected in the tall rectangular mirror during Segment 4?",
+          "options": [
+            "A. A seating area with sofas",
+            "B. An aisle with metal shelving units and folded textiles",
+            "C. The entrance area",
+            "D. A large potted plant"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Reflection Viewpoint Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620078"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera retrace part of its original path when moving back toward the entrance?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620085"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which feature is revisited after the camera turns left in Segment 6?",
+          "options": [
+            "A. The promotional sign",
+            "B. The round mirror and console table",
+            "C. The metal shelving units",
+            "D. The low-profile sofa"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620092"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Do the reflections in the round mirror show ceiling lights and nearby plants in both Segment 1 and Segment 6?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620098"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What does the round mirror reflect in Segment 1?",
+          "options": [
+            "A. Only the ceiling lights",
+            "B. Ceiling lights and nearby plants",
+            "C. The wooden console table",
+            "D. The promotional sign"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620104"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is the entrance area shown again after the camera turns left in Segment 6?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620113"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which background element is visible again when the camera returns to the entrance area?",
+          "options": [
+            "A. The promotional sign",
+            "B. The round mirror and console table",
+            "C. The metal shelving units",
+            "D. The low-profile sofa"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620119"
+        },
+        {
+          "question": "Is the round mirror still visible on the left wall after the camera moves past the wooden console table?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "12",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the round mirror retain its identity when viewed from a different angle in Segment 6?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620023"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Which object remains visible beneath the round mirror throughout multiple segments?",
+          "options": [
+            "A. A glass vase with flowers",
+            "B. A wooden console table with a vase of dried branches",
+            "C. A small side table",
+            "D. A potted plant"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620059"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the reflection in the tall rectangular mirror change based on the camera’s position?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Reflection Viewpoint Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620072"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "What is reflected in the tall rectangular mirror during Segment 4?",
+          "options": [
+            "A. A seating area with sofas",
+            "B. An aisle with metal shelving units and folded textiles",
+            "C. The entrance area",
+            "D. A large potted plant"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Reflection Viewpoint Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620078"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Does the camera retrace part of its original path when moving back toward the entrance?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620085"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "Which feature is revisited after the camera turns left in Segment 6?",
+          "options": [
+            "A. The promotional sign",
+            "B. The round mirror and console table",
+            "C. The metal shelving units",
+            "D. The low-profile sofa"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620092"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Do the reflections in the round mirror show ceiling lights and nearby plants in both Segment 1 and Segment 6?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620098"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "What does the round mirror reflect in Segment 1?",
+          "options": [
+            "A. Only the ceiling lights",
+            "B. Ceiling lights and nearby plants",
+            "C. The wooden console table",
+            "D. The promotional sign"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620104"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Is the entrance area shown again after the camera turns left in Segment 6?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620113"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which background element is visible again when the camera returns to the entrance area?",
+          "options": [
+            "A. The promotional sign",
+            "B. The round mirror and console table",
+            "C. The metal shelving units",
+            "D. The low-profile sofa"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620119"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the round mirror on the white shiplap wall reflect ceiling lights and nearby plants as described in the prompt?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt explicitly states that the round mirror reflects ceiling lights and nearby plants, creating soft shimmering reflections. This confirms content consistency for this mirror.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994041"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "What should be visible in the reflection of the tall rectangular mirror mounted on the white pillar?",
+          "options": [
+            "A. A potted plant and a woven armchair",
+            "B. An aisle with metal shelving units displaying folded textiles and decorative pillows",
+            "C. The entrance area with the console table",
+            "D. A promotional sign reading '20+ fresh tonal shades'"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt clearly describes the tall rectangular mirror reflecting an adjacent aisle lined with metal shelving units filled with folded textiles and decorative pillows. This ensures the reflected content matches the actual environment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994078"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Is the reflection in the round mirror consistent with the surrounding furniture, including the wooden console table and vase beneath it?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt mentions that the round mirror reflects ceiling lights and nearby plants, and the console table with the vase is directly below it. The reflection should logically include elements of the immediate surroundings, confirming content accuracy.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994089"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "Which of the following objects are correctly reflected in the round mirror when viewed from the initial angle?",
+          "options": [
+            "A. The mustard-yellow throw blanket and low-profile sofa",
+            "B. Ceiling lights and nearby plants",
+            "C. The freestanding display panel and promotional sign",
+            "D. The metal shelving units and decorative pillows"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "According to the prompt, the round mirror reflects ceiling lights and nearby plants. The other options are located farther away or not within the mirror’s field of view at that moment, so only B is correct.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994097"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "Does the tall rectangular mirror reflect the overhead lighting and distant displays as stated in the prompt?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt specifies that the rectangular mirror reflects not only the shelving aisle but also the overhead lighting and distant displays, which aligns with realistic reflection behavior and verifies content consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994104"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "When the camera returns to the round mirror later in the video, does it still reflect ceiling lights and surrounding furniture as seen earlier?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt states that upon returning to the round mirror from a different angle, it again shows reflections of ceiling lights and surrounding furniture. This indicates temporal consistency in the reflection content over time.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994114"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "How does the reflection in the round mirror change when the camera returns to it from a different angle?",
+          "options": [
+            "A. It shows the same scene as before, with no changes",
+            "B. It now includes the promotional sign and display panel",
+            "C. It reflects the same objects (ceiling lights, plants) but from a new perspective",
+            "D. It becomes blurry or distorted due to camera movement"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt notes that the mirror is seen from a different angle but still reflects ceiling lights and surrounding furniture. This implies the reflection updates appropriately based on viewpoint, maintaining temporal consistency without altering core content.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994128"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Does the reflection in the tall rectangular mirror remain consistent with its initial description when shown again during the sequence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Although the rectangular mirror is only shown once in detail, the prompt consistently describes its reflection as showing the shelving aisle, textiles, and lighting. Since there is no indication of environmental change, the reflection remains temporally consistent.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994135"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "If the camera revisits the round mirror after passing through the central aisle, what should the reflection show?",
+          "options": [
+            "A. Only the ceiling lights, since the plants are no longer visible",
+            "B. The same ceiling lights and plants as before, adjusted for the new angle",
+            "C. The promotional sign and display panel",
+            "D. A blank or dark surface due to lighting changes"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt confirms the mirror is seen again from a different angle but still reflects ceiling lights and surrounding furniture. This means the reflection adapts to the new viewing position while preserving content, ensuring temporal memory consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994142"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Is the reflection in the round mirror updated when the camera returns to it, even though the environment has not changed?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt states the mirror is viewed from a different angle upon return, and the reflection still shows relevant objects. This implies the reflection dynamically adjusts to the camera's new position, demonstrating proper temporal updating.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994148"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "As the camera moves forward past the round mirror, does the reflection update to reflect the changing camera angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt describes the camera moving from left to right and then forward, implying a shift in perspective. When the mirror is revisited later, it shows reflections from a new angle, confirming viewpoint-based updates in the reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994155"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "When the camera circles back toward the entrance and views the round mirror from a different angle, what should the reflection depict?",
+          "options": [
+            "A. The same exact view as the first time",
+            "B. A completely different scene unrelated to the showroom",
+            "C. The same objects (lights, plants) but with altered positions due to the new angle",
+            "D. The interior of the camera or lens"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Reflections depend on camera viewpoint. The prompt confirms the mirror shows reflections of ceiling lights and surrounding furniture from a new angle, indicating correct viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994162"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "Does the reflection in the tall rectangular mirror accurately represent the scene visible from the camera’s current position?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt describes the mirror reflecting an adjacent aisle with metal shelving, which is spatially consistent with the camera’s location. This confirms the reflection matches the expected view from that viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994168"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "What happens to the reflection in the round mirror as the camera moves from left to right across the showroom?",
+          "options": [
+            "A. It stays static and unchanged",
+            "B. It shifts to show more of the right side of the room",
+            "C. It shows the opposite wall and exits",
+            "D. It disappears entirely"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera moves, the mirror’s reflection should dynamically adjust to show different parts of the environment. The prompt implies this by describing reflections of nearby plants and lights that change with camera motion, supporting viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994174"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "When the camera turns left and glides backward toward the entrance, does the reflection in the round mirror change to match the new camera angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt explicitly states the mirror is viewed from a different angle upon return, and the reflection still shows ceiling lights and furniture — indicating the reflection updates correctly with the camera’s new position.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994180"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_8093e8ff907550e4a3a9843e6c32ddfd147a58c2ae0213649e54356906c7709c"
+  },
+  {
+    "task_id": "mem_dl3dv_03cb625088d5ec191ce8667f4f6f34a17900080b36ee4b89c16833e13852f206",
+    "instance_id": "mem_dl3dv_03cb625088d5ec191ce8667f4f6f34a17900080b36ee4b89c16833e13852f206",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_03cb625088d5ec191ce8667f4f6f34a17900080b36ee4b89c16833e13852f206.mp4",
+      "total_frames": 407,
+      "fps": 15.0,
+      "duration_sec": 27.13,
+      "reference_image_path": "inference_img/mem_dl3dv_03cb625088d5ec191ce8667f4f6f34a17900080b36ee4b89c16833e13852f206_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a low-angle shot of a black office chair with a patterned blanket draped over its back, spinning slowly in the center of a cozy living room. The carpeted floor is light beige and covers the entire space. In the background, two yellow sofas face each other, one adorned with a matching patterned pillow. A red office chair sits to the left near a large TV on a stand displaying a vibrant cityscape. As the camera rotates around the central chair, wall art — framed pictures arranged in a grid — becomes visible along the white walls. An exercise ball rests near one sofa. The camera tilts down to focus on the chair’s base with wheels, then rises again as the blanket billows slightly from the spin. Continuing from this motion, the camera circles upward to reveal the blanket’s full drape and texture — cream-colored with geometric patterns — before dipping again to show the chair’s hydraulic lift mechanism and casters rolling subtly on the carpet. Finally, the camera pans up one last time to capture the full living room: the TVs, sofas, red chair, wall art, and exercise ball all in view, while the central chair completes its rotation, ending in a similar position to where it began, maintaining visual continuity throughout."
+        ],
+        "level_2": [
+          "The video begins with a slow 360-degree rotation around a black office chair positioned centrally on a beige carpeted floor. Draped over the chair is a patterned blanket with circular motifs in muted tones. To the left, a red office chair sits beside a large TV on a stand displaying a bustling cityscape. Two yellow sofas flank the scene, one featuring a matching patterned pillow. Wall art decorates the white walls in an organized grid. The camera tilts downward to highlight the chair’s base with five wheeled casters gliding gently across the carpet.",
+          "Continuing from the previous segment, the camera lifts upward as the chair spins, revealing more of the blanket’s texture and how it folds over the chair’s backrest. The TV continues to display the cityscape, now partially obscured by the rotating chair. The yellow sofas remain visible in the background, along with the red office chair and wall art. An exercise ball appears briefly near the right sofa as the camera circles. The perspective shifts lower again, focusing on the chair’s hydraulic stem and wheelbase, emphasizing its mobility on the plush carpet.",
+          "Finally, the camera rises once more to capture the full living room environment as the chair completes its rotation. The patterned blanket flows with the motion, catching ambient light. The TV on its stand remains prominent, still showing the cityscape. The two yellow sofas, red office chair, wall art, and exercise ball are all visible in their respective positions, creating a balanced composition. The camera ends with a wide-angle view that mirrors the opening shot, ensuring seamless continuity and closure to the full sequence."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle shot centered on a black office chair with a patterned blanket draped over its back, positioned on a beige carpeted floor. In the background, a red office chair and a large TV displaying a cityscape are visible to the left, while a yellow sofa with a matching patterned pillow occupies the right side of the frame. The camera begins a slow clockwise rotation around the chair, revealing the second yellow sofa opposite the first and wall art—framed pictures arranged neatly—on the back wall. The blanket’s geometric pattern is visible under soft indoor lighting.",
+          "20-40%: Continuing the rotation, the camera reveals more of the room’s layout: the TV on its stand remains in view showing the cityscape, and the red office chair is now fully visible beside it. The beige carpet extends uniformly beneath all furniture. The camera tilts down sharply to focus on the chair’s base—the black hydraulic stem and star-shaped base with five wheeled casters rolling slightly on the carpet. The underside of the seat and adjustment lever are momentarily visible, with the yellow sofas and red chair softly blurred in the background due to shallow depth of field.",
+          "40-60%: The camera rises again, capturing the blanket billowing gently as the chair spins; its cream-colored fabric with muted circular patterns catches the light. The TV screen remains active, showing the cityscape, now partially hidden behind the rotating chair. Wall art and both yellow sofas frame the scene symmetrically. As the camera circles further, the exercise ball comes into view near the right yellow sofa, and the blanket’s drape shifts dynamically with the chair’s motion. The camera angle lowers again, refocusing on the chair’s wheelbase and the texture of the carpet beneath.",
+          "60-80%: The camera ascends for a wider perspective, capturing the entire living room: the two yellow sofas facing each other, the red office chair, the TV on its stand with the cityscape, and the wall art. The blanket continues to flow with the chair’s rotation. Ambient lighting highlights the room’s warm, lived-in atmosphere. The camera maintains its orbit, emphasizing the spatial relationships among all key elements—the carpeted floor, the central chair with its patterned blanket, the exercise ball, and the consistent backdrop of furniture and decor.",
+          "80-100%: Finally, the camera completes its orbit, returning to a composition similar to the opening shot. The black office chair, still spinning slowly, centers the frame with the patterned blanket draped over it. All mandatory landmarks—red office chair, TV displaying cityscape, carpeted floor, blanket draped over chair, yellow sofas, chair base with wheels, wall art, exercise ball, TV on stand—are clearly visible in their original spatial relationships, ensuring perfect continuity and closure."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle shot centered on a black office chair with a patterned blanket draped over its back. The chair sits on a beige carpeted floor. In the background, a red office chair and a large TV displaying a cityscape are visible to the left. A yellow sofa with a matching patterned pillow occupies the right side of the frame.",
+          "Part 2/8: The camera begins a slow clockwise rotation around the chair. As it moves, the second yellow sofa comes into view opposite the first. Wall art — framed pictures arranged neatly — appears on the back wall. The blanket drapes loosely over the chair’s backrest, its geometric pattern visible under soft indoor lighting.",
+          "Part 3/8: Continuing the rotation, the camera reveals more of the room’s layout: the TV on its stand remains in view, displaying the cityscape. The red office chair is now fully visible beside the TV. The beige carpet extends uniformly beneath all furniture. The chair’s base with five wheeled casters is briefly glimpsed as the camera dips slightly.",
+          "Part 4/8: The camera tilts down sharply to focus on the chair’s base — the black hydraulic stem and star-shaped base with wheels rolling slightly on the carpet. The underside of the seat and adjustment lever are momentarily visible. The yellow sofas and red chair blur softly in the background due to shallow depth of field.",
+          "Part 5/8: Rising again, the camera captures the blanket billowing gently as the chair spins. Its cream-colored fabric with muted circular patterns catches the light. The TV screen remains active, showing the cityscape, now partially hidden behind the rotating chair. Wall art and both yellow sofas frame the scene symmetrically.",
+          "Part 6/8: The camera circles further, bringing the exercise ball into view near the right yellow sofa. The red office chair remains stationary beside the TV. The blanket’s drape shifts dynamically with the chair’s motion. The camera angle lowers again, refocusing on the chair’s wheelbase and the texture of the carpet beneath.",
+          "Part 7/8: The camera ascends for a wider perspective, capturing the entire living room: the two yellow sofas facing each other, the red office chair, the TV on its stand with the cityscape, and the wall art. The blanket continues to flow with the chair’s rotation. Ambient lighting highlights the room’s warm, lived-in atmosphere.",
+          "Part 8/8: Finally, the camera completes its orbit, returning to a composition similar to the opening shot. The black office chair, still spinning slowly, centers the frame with the patterned blanket draped over it. All mandatory landmarks — red office chair, TV displaying cityscape, carpeted floor, blanket draped over chair, yellow sofas, chair base with wheels, wall art, exercise ball, TV on stand — are clearly visible in their original spatial relationships, ensuring perfect continuity and closure."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Does the TV showing a cityscape remain consistently on the left side of the frame throughout the rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "a8f5ff75fd691bf3ece7f699d15b6d2721291361a531128fc8b769d1d4338eb2_0_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "When the camera tilts down, is the five-pointed base with wheels clearly visible on the carpet?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "a8f5ff75fd691bf3ece7f699d15b6d2721291361a531128fc8b769d1d4338eb2_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "After tilting back up, does the patterned blanket reappear draped over the chair’s backrest?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "a8f5ff75fd691bf3ece7f699d15b6d2721291361a531128fc8b769d1d4338eb2_1_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "As the camera moves forward, does the exercise ball become visible next to the yellow armchair?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "a8f5ff75fd691bf3ece7f699d15b6d2721291361a531128fc8b769d1d4338eb2_2_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Are framed pictures on the wall visible during the circular movement around the chair?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "a8f5ff75fd691bf3ece7f699d15b6d2721291361a531128fc8b769d1d4338eb2_2_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the black office chair maintain the same identity throughout all camera movements?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613745"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which object remains consistently present and identifiable in every segment?",
+          "options": [
+            "A. Red office chair",
+            "B. Exercise ball",
+            "C. Black office chair with blanket",
+            "D. TV stand"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613781"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is the blanket's texture described consistently across different camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613794"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "When the TV is partially hidden behind the spinning chair, what should happen when it becomes visible again?",
+          "options": [
+            "A. It should display a different scene",
+            "B. It should continue showing the cityscape",
+            "C. It should turn off",
+            "D. It should reflect the room"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613802"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the final frame mirror the initial framing of the chair and room?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613810"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "What happens to the camera after focusing on the chair's base?",
+          "options": [
+            "A. It zooms out",
+            "B. It rises to capture the blanket",
+            "C. It pans left",
+            "D. It stops moving"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613829"
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Do the yellow sofas maintain their position and appearance when the camera returns to previous angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613837"
+        },
+        {
+          "question_id": "13",
+          "type": "multiple_choice",
+          "question": "When the exercise ball comes into view for the first time, where is it located?",
+          "options": [
+            "A. Near the left sofa",
+            "B. Near the right sofa",
+            "C. Under the TV",
+            "D. Behind the chair"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613843"
+        },
+        {
+          "question": "Does the TV showing a cityscape remain consistently on the left side of the frame throughout the rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "14",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "When the camera tilts down, is the five-pointed base with wheels clearly visible on the carpet?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "15",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "After tilting back up, does the patterned blanket reappear draped over the chair’s backrest?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "16",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "As the camera moves forward, does the exercise ball become visible next to the yellow armchair?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "17",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Are framed pictures on the wall visible during the circular movement around the chair?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "18",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the black office chair maintain the same identity throughout all camera movements?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613745"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "Which object remains consistently present and identifiable in every segment?",
+          "options": [
+            "A. Red office chair",
+            "B. Exercise ball",
+            "C. Black office chair with blanket",
+            "D. TV stand"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613781"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Is the blanket's texture described consistently across different camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613794"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "When the TV is partially hidden behind the spinning chair, what should happen when it becomes visible again?",
+          "options": [
+            "A. It should display a different scene",
+            "B. It should continue showing the cityscape",
+            "C. It should turn off",
+            "D. It should reflect the room"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613802"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the final frame mirror the initial framing of the chair and room?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613810"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "What happens to the camera after focusing on the chair's base?",
+          "options": [
+            "A. It zooms out",
+            "B. It rises to capture the blanket",
+            "C. It pans left",
+            "D. It stops moving"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613829"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Do the yellow sofas maintain their position and appearance when the camera returns to previous angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613837"
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "When the exercise ball comes into view for the first time, where is it located?",
+          "options": [
+            "A. Near the left sofa",
+            "B. Near the right sofa",
+            "C. Under the TV",
+            "D. Behind the chair"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613843"
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "Does the reflection in the mirror show the red office chair and the TV displaying a cityscape when the camera is positioned to view both objects in the real environment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt does not mention any mirror or reflective surface, so there is no reflection content described. Therefore, it cannot be expected to show the red office chair or TV in a reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690020"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "multiple_choice",
+          "question": "If a mirror were present reflecting the central black office chair spinning, which of the following would correctly appear in the reflection?",
+          "options": [
+            "A. The blanket draped over the chair’s back appears reversed in the reflection",
+            "B. The yellow sofas are reflected as if they are on the same side of the room",
+            "C. The TV screen shows a mirrored version of the cityscape",
+            "D. The exercise ball appears larger in the reflection"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "In a mirror reflection, objects are laterally inverted. Thus, the patterned blanket draped over the chair's back would appear reversed in the reflection, consistent with how mirrors reflect images. Since no mirror is mentioned, this question evaluates hypothetical consistency based on physical principles.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690059"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "binary",
+          "question": "Would the reflection of the wall art in a mirror show the same grid arrangement as seen directly from the camera’s perspective?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "If a mirror were present, the wall art arranged in a grid would be reflected accurately in terms of layout, though flipped left-to-right. The prompt describes the grid clearly, so the reflection should preserve spatial relationships, even if mirrored.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690070"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "multiple_choice",
+          "question": "Which object should NOT be visible in a mirror placed near the TV if the camera is facing the TV and the red office chair?",
+          "options": [
+            "A. The exercise ball near the right sofa",
+            "B. The yellow sofa opposite the TV",
+            "C. The hydraulic stem of the central chair",
+            "D. The cityscape displayed on the TV screen"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The hydraulic stem is only visible when the camera tilts down close to the chair base. If the mirror is positioned to reflect the TV and red chair area, it would not capture the low-angle detail of the hydraulic stem unless specifically angled downward, making it unlikely to appear in such a reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690078"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "binary",
+          "question": "Would the reflection of the patterned blanket show the same geometric patterns as the actual blanket, but mirrored?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Mirrors reverse left and right, so while the pattern remains intact, its orientation would be mirrored. Since the blanket has geometric designs, the reflection should display them correctly but inverted horizontally.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690085"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "If a mirror were shown at the beginning of the video and again at the end, would the reflection of the spinning chair and blanket appear consistent across both instances?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Since the chair completes a full rotation and returns to a similar position, the reflection should remain temporally consistent if the mirror is in the same location and angle. The prompt maintains continuity, so reflections should match at start and end.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690095"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "multiple_choice",
+          "question": "Suppose a mirror reflects the central chair during Segment 1 and again in Segment 8. Which statement best describes the reflection’s temporal consistency?",
+          "options": [
+            "A. The reflection shows the chair stationary in both segments",
+            "B. The reflection shows the chair spinning in both segments",
+            "C. The reflection changes from spinning to still between segments",
+            "D. The reflection is not visible in either segment"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The chair is described as spinning slowly throughout the entire sequence, including both the beginning and end. Therefore, a mirror reflecting the chair in both Segment 1 and Segment 8 should consistently show it in motion.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690102"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "binary",
+          "question": "Would the reflection of the TV screen showing the cityscape remain unchanged from Segment 2 to Segment 5 if the mirror were fixed in place?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The TV continues to display the cityscape throughout all segments without change. Thus, a static mirror reflecting the TV would show the same content over time, assuming no camera or mirror movement alters the reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690108"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "multiple_choice",
+          "question": "If a mirror reflects the exercise ball during Segment 6 and then again in Segment 7, what should be true about the reflection?",
+          "options": [
+            "A. The ball appears smaller due to distance",
+            "B. The ball disappears from the reflection",
+            "C. The ball remains visible but slightly shifted in position",
+            "D. The ball is reflected as moving rapidly"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The exercise ball is visible in Segment 6 and remains in the scene through Segment 7. If the mirror is fixed, the reflection should show the ball in a slightly shifted position due to camera movement, but still present and stable.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690114"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "binary",
+          "question": "If a mirror were introduced in Segment 3 and reappears in Segment 7, would the reflection of the wall art maintain the same grid layout?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The wall art is static and does not move. A mirror reflecting it at different times should show the same grid arrangement, assuming no changes to the room or mirror position.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690130"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "As the camera moves around the central chair, would the reflection in a mirror show the correct changing perspective of the room?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "A mirror reflects the scene based on camera viewpoint. As the camera rotates, the reflection should dynamically update to show the appropriate portion of the room, matching the current field of view.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690138"
+          }
+        },
+        {
+          "question_id": "38",
+          "type": "multiple_choice",
+          "question": "When the camera dips down to focus on the chair’s wheelbase (Segment 4), what should be visible in a mirror placed above the chair?",
+          "options": [
+            "A. The ceiling and top of the chair",
+            "B. The carpet and casters",
+            "C. The TV and red chair",
+            "D. The exercise ball and yellow sofa"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "If the mirror is above the chair, it would reflect the ceiling and upper parts of the chair, not the lower components like wheels or carpet. The camera’s downward tilt does not affect what a high-mounted mirror sees.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690145"
+          }
+        },
+        {
+          "question_id": "39",
+          "type": "binary",
+          "question": "Would the reflection of the yellow sofas in a mirror appear symmetrical when the camera is centered on the spinning chair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "With the chair centrally located and sofas flanking it symmetrically, a mirror placed directly opposite would reflect the sofas in a balanced, symmetrical way, preserving the intended composition.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690151"
+          }
+        },
+        {
+          "question_id": "40",
+          "type": "multiple_choice",
+          "question": "If the camera pans up from the chair base to the full living room, how should the reflection in a mirror on the wall change?",
+          "options": [
+            "A. It stays the same because the mirror is fixed",
+            "B. It shows more of the ceiling and less of the floor",
+            "C. It shows the chair’s base more prominently",
+            "D. It reflects the camera lens"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera tilts upward, the angle of view changes. A mirror on the wall would reflect the changing perspective — showing more of the upper part of the room, such as the ceiling and wall art, and less of the lower elements like the carpet.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690157"
+          }
+        },
+        {
+          "question_id": "41",
+          "type": "binary",
+          "question": "When the camera returns to a position similar to the opening shot in Segment 8, would the reflection in a mirror show the same scene as in Segment 1?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt emphasizes visual continuity, returning to a similar composition. If the mirror is in the same location, the reflection should be consistent with the initial frame, reinforcing the looped structure of the video.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690163"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_03cb625088d5ec191ce8667f4f6f34a17900080b36ee4b89c16833e13852f206"
+  },
+  {
+    "task_id": "mem_dl3dv_d75f9a607ebfec618e585d62b591fbedf78d7ef3af6126c6f7d582ea03d03336",
+    "instance_id": "mem_dl3dv_d75f9a607ebfec618e585d62b591fbedf78d7ef3af6126c6f7d582ea03d03336",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_d75f9a607ebfec618e585d62b591fbedf78d7ef3af6126c6f7d582ea03d03336.mp4",
+      "total_frames": 353,
+      "fps": 15.0,
+      "duration_sec": 23.53,
+      "reference_image_path": "inference_img/mem_dl3dv_d75f9a607ebfec618e585d62b591fbedf78d7ef3af6126c6f7d582ea03d03336_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a sweeping view of a clean, modern public restroom featuring gray toilet stalls with white porcelain toilets visible inside. The camera pans right, revealing the full row of stalls and then moves forward into the space between them, showing the speckled gray floor and white walls. As the camera turns left, it captures a long white sink counter with black metal legs, wall-mounted mirrors above each sink, and soap dispensers mounted beside them. A blue bucket is visible under the sink counter. Continuing from this view, the camera moves along the sink area, capturing reflections in the mirrors — including the reflection of a soap dispenser and a toilet stall — while also showing a trash can with a white liner placed near the sinks. The camera then turns back toward the stalls, offering another perspective of the gray partitions and toilets, before panning up to show ceiling-mounted fluorescent lights and air vents. Finally, the camera sweeps across the entire room again, highlighting the symmetry of the stalls, the cleanliness of the sinks, and the organized placement of amenities — including the mirror above the sink, the reflection of the toilet stall, and the consistent presence of the blue bucket under the sink — ending on a wide-angle shot that encompasses all mandatory landmarks: gray toilet stalls, white sink counter, wall-mounted mirrors, mirror above sink, reflection of soap dispenser, reflection of toilet stall, blue bucket under sink, and trash can with white liner."
+        ],
+        "level_2": [
+          "The video opens with a wide-angle view of a modern public restroom, showcasing multiple gray toilet stalls with white porcelain toilets visible inside. The camera pans right along the row of stalls, revealing their uniform design and the speckled gray flooring beneath. It then moves forward between two stalls, giving a closer look at the interior fixtures and the clean, minimalist aesthetic of the space. The camera turns left toward a long white sink counter with black metal legs, where wall-mounted mirrors are positioned above each sink. Soap dispensers are mounted next to the mirrors, and a blue bucket is visible under the sink counter. The scene ends with the camera focusing on the first section of the sink area, preparing to move further down the counter.",
+          "Continuing from the sink counter, the camera slowly moves along the length of the white countertop, capturing reflections in the wall-mounted mirrors — including the reflection of a soap dispenser and a toilet stall. A trash can with a white liner is clearly visible beside the sinks. The camera lingers on the details: the chrome faucets, the clean surfaces, and the organized layout. It then pans upward to reveal ceiling-mounted fluorescent lighting and ventilation grilles, emphasizing the bright, sterile environment. The camera begins to turn back toward the toilet stalls, offering a rear perspective of the gray partitions and the toilets within, while maintaining visual continuity with the previous segment.",
+          "Finally, the camera completes its sweep by returning to a broader view of the restroom. It captures the full alignment of gray toilet stalls on one side and the continuous white sink counter with mirrors on the other. The reflection of the toilet stall in the mirror above the sink is clearly visible, as is the blue bucket tucked neatly under the counter. The trash can with the white liner remains in frame, reinforcing the room’s tidiness. The camera pans upward once more to include the ceiling fixtures, then pulls back for a final wide-angle shot that encompasses all mandatory landmarks: gray toilet stalls, white sink counter, wall-mounted mirrors, mirror above sink, reflection of soap dispenser, reflection of toilet stall, blue bucket under sink, and trash can with white liner — concluding with a comprehensive, static overview of the entire space."
+        ],
+        "level_3": [
+          "0-20%: The video starts with a slow pan across a row of gray toilet stalls in a clean, well-lit public restroom. White porcelain toilets are visible inside each stall, and the speckled gray floor extends throughout the space. The camera moves slightly forward, offering a close-up of the stall doors and hinges, emphasizing their industrial-grade construction and neutral color scheme. It then turns left to reveal a long white sink counter supported by black metal legs, with wall-mounted mirrors above each sink and soap dispensers installed beside them. The camera focuses briefly on the first sink and mirror, capturing the reflection of the soap dispenser in the mirror’s surface.",
+          "20-40%: The camera moves along the sink counter, revealing additional mirrors and sinks. A blue bucket is visible under the counter, tucked neatly beneath the second sink, and the camera angle tilts slightly downward to emphasize the bucket’s placement and the clean lines of the plumbing underneath the counter. As the camera continues its path, it captures the reflection of a toilet stall in the mirror above the third sink, showing the gray partition and part of the white toilet. A trash can with a white liner is positioned beside the sinks, and the camera lingers on it briefly to highlight its presence.",
+          "40-60%: The camera pans upward from the sink area to show ceiling-mounted fluorescent light panels and ventilation grilles. The white walls and clean lines reinforce the sterile, functional aesthetic of the restroom. The camera then begins to turn back toward the toilet stalls, preparing to reframe the space from a different angle. Returning to the toilet stalls, the camera offers a rear-facing view of the gray partitions, showing their alignment and spacing. The white porcelain toilets are visible through the gaps, and the speckled gray floor continues to dominate the lower frame. The camera slowly pans right, maintaining a steady pace to ensure continuity.",
+          "60-80%: The camera now sweeps across the entire restroom, combining views of both the sink counter and the toilet stalls. The mirror above the sink reflects the toilet stall once more, reinforcing the spatial relationship between the two areas. The blue bucket under the sink and the trash can with the white liner remain visible, anchoring the scene’s composition. The camera pans up again to include ceiling fixtures and pulls back slightly, capturing the symmetry of the stalls, the cleanliness of the sinks, and the organized placement of amenities—including the mirror above the sink, the reflection of the soap dispenser, and the consistent presence of the blue bucket under the sink.",
+          "80-100%: Finally, the camera pulls back for a wide-angle shot that encompasses the entire restroom. All mandatory landmarks are clearly visible: gray toilet stalls, white sink counter, wall-mounted mirrors, mirror above sink, reflection of soap dispenser, reflection of toilet stall, blue bucket under sink, and trash can with white liner. The video ends on this comprehensive, static overview, capturing the symmetry, cleanliness, and functional design of the space."
+        ],
+        "level_4": [
+          "The video starts with a slow pan across a row of gray toilet stalls in a clean, well-lit public restroom. White porcelain toilets are visible inside each stall, and the speckled gray floor extends throughout the space. The camera moves slightly forward, offering a close-up of the stall doors and hinges, emphasizing their industrial-grade construction and neutral color scheme.",
+          "Continuing from the stalls, the camera turns left to reveal a long white sink counter supported by black metal legs. Wall-mounted mirrors are positioned above each sink, and soap dispensers are installed beside them. The camera focuses briefly on the first sink and mirror, capturing the reflection of the soap dispenser in the mirror’s surface.",
+          "The camera moves along the sink counter, revealing additional mirrors and sinks. A blue bucket is visible under the counter, tucked neatly beneath the second sink. The camera angle tilts slightly downward to emphasize the bucket’s placement and the clean lines of the plumbing underneath the counter.",
+          "As the camera continues its path, it captures the reflection of a toilet stall in the mirror above the third sink. The reflection shows the gray partition and part of the white toilet, creating a layered visual effect. A trash can with a white liner is positioned beside the sinks, and the camera lingers on it briefly to highlight its presence.",
+          "The camera pans upward from the sink area to show ceiling-mounted fluorescent light panels and ventilation grilles. The white walls and clean lines reinforce the sterile, functional aesthetic of the restroom. The camera then begins to turn back toward the toilet stalls, preparing to reframe the space from a different angle.",
+          "Returning to the toilet stalls, the camera offers a rear-facing view of the gray partitions, showing their alignment and spacing. The white porcelain toilets are visible through the gaps, and the speckled gray floor continues to dominate the lower frame. The camera slowly pans right, maintaining a steady pace to ensure continuity with the prior segments.",
+          "The camera now sweeps across the entire restroom, combining views of both the sink counter and the toilet stalls. The mirror above the sink reflects the toilet stall once more, reinforcing the spatial relationship between the two areas. The blue bucket under the sink and the trash can with the white liner remain visible, anchoring the scene’s composition.",
+          "Finally, the camera pulls back for a wide-angle shot that encompasses the entire restroom. All mandatory landmarks are clearly visible: gray toilet stalls, white sink counter, wall-mounted mirrors, mirror above sink, reflection of soap dispenser, reflection of toilet stall, blue bucket under sink, and trash can with white liner. The video ends on this comprehensive, static overview, capturing the symmetry, cleanliness, and functional design of the space."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the blue bucket visible under the sink counter during the camera’s movement?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "debdd3e9fba2445c56bcd868b3945c2aa5ba3398242107f966e4fa9c9b635368_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the blue bucket remain visible and unchanged under the sink throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790461"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Where is the blue bucket consistently located in the restroom?",
+          "options": [
+            "A. Under the first sink",
+            "B. Under the second sink",
+            "C. Under the third sink",
+            "D. Near the trash can"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790497"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the mirror reflect the soap dispenser and toilet stall correctly?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790510"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "Which object's reflection is seen in the mirror above the third sink?",
+          "options": [
+            "A. Soap dispenser",
+            "B. Trash can",
+            "C. Toilet stall",
+            "D. Ceiling light"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790517"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the reflection of the toilet stall remain consistent when the mirror is shown again in the final segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Temporal Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790524"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the sink area after moving away, does the reflection in the mirror update correctly?",
+          "options": [
+            "A. Yes, it reflects the current view",
+            "B. No, it shows a static image",
+            "C. It only appears in the first segment",
+            "D. It disappears entirely"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Temporal Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790531"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera return to the toilet stalls after visiting the sink area?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790538"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What happens to the visual representation of the gray toilet stalls when the camera returns to them?",
+          "options": [
+            "A. They appear smaller due to distance",
+            "B. They are partially obscured by the sink",
+            "C. They maintain their original appearance",
+            "D. They are replaced with new stalls"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790544"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are the white walls and speckled gray floor consistent when the camera returns to the stalls?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790551"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which element remains unchanged when the camera re-enters the sink area?",
+          "options": [
+            "A. Mirror placement",
+            "B. Blue bucket color",
+            "C. Trash can liner",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790557"
+        },
+        {
+          "question": "Is the blue bucket visible under the sink counter during the camera’s movement?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "12",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the blue bucket remain visible and unchanged under the sink throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790461"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Where is the blue bucket consistently located in the restroom?",
+          "options": [
+            "A. Under the first sink",
+            "B. Under the second sink",
+            "C. Under the third sink",
+            "D. Near the trash can"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790497"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the mirror reflect the soap dispenser and toilet stall correctly?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790510"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "Which object's reflection is seen in the mirror above the third sink?",
+          "options": [
+            "A. Soap dispenser",
+            "B. Trash can",
+            "C. Toilet stall",
+            "D. Ceiling light"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790517"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Does the reflection of the toilet stall remain consistent when the mirror is shown again in the final segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Temporal Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790524"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the sink area after moving away, does the reflection in the mirror update correctly?",
+          "options": [
+            "A. Yes, it reflects the current view",
+            "B. No, it shows a static image",
+            "C. It only appears in the first segment",
+            "D. It disappears entirely"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Temporal Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790531"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the camera return to the toilet stalls after visiting the sink area?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790538"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "What happens to the visual representation of the gray toilet stalls when the camera returns to them?",
+          "options": [
+            "A. They appear smaller due to distance",
+            "B. They are partially obscured by the sink",
+            "C. They maintain their original appearance",
+            "D. They are replaced with new stalls"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790544"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Are the white walls and speckled gray floor consistent when the camera returns to the stalls?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790551"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which element remains unchanged when the camera re-enters the sink area?",
+          "options": [
+            "A. Mirror placement",
+            "B. Blue bucket color",
+            "C. Trash can liner",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790557"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the reflection in the mirror above the sink show the soap dispenser when the camera is positioned near the first sink?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt explicitly states that the camera captures the reflection of a soap dispenser in the mirror above each sink, confirming that the content of the reflection matches the actual object present beside the mirror.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322780"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "Which object is reflected in the mirror above the third sink according to the prompt?",
+          "options": [
+            "A. The trash can with white liner",
+            "B. The blue bucket under the sink",
+            "C. A toilet stall",
+            "D. The ceiling light"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Segment 4 of Level 3 clearly states: 'As the camera continues its path, it captures the reflection of a toilet stall in the mirror above the third sink.' This directly confirms the correct reflected object.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322819"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Is the reflection of the toilet stall visible in the mirror when the camera moves along the sink counter?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt mentions capturing reflections including 'the reflection of a toilet stall' during the movement along the sink area, indicating that the mirror correctly reflects this distant object.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322832"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "What should be visible in the mirror's reflection when the camera is facing the sink and the blue bucket is under the second sink?",
+          "options": [
+            "A. The blue bucket itself",
+            "B. The trash can beside the sinks",
+            "C. The gray partition of a toilet stall",
+            "D. The ceiling-mounted fluorescent lights"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The blue bucket is under the sink and not directly visible in the mirror’s field of view from the camera angle. However, the prompt specifies that the reflection of a toilet stall appears in the mirror above the third sink, which aligns with what would be expected given the spatial layout. Therefore, the correct reflection content is the toilet stall, not the bucket.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322840"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "Does the mirror reflect the actual position of the soap dispenser relative to the sink?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt describes the soap dispensers as mounted beside the mirrors, and their reflections are captured accordingly. This implies correct spatial alignment between real objects and their reflections.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322847"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "When the camera returns to the sink area in the final segment, does the reflection of the toilet stall remain consistent with earlier views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt states that in the final sweep, 'the mirror above the sink reflects the toilet stall once more,' indicating that the reflection remains consistent over time despite camera movement and changes in perspective.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322857"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "In which segment is the reflection of the toilet stall first mentioned?",
+          "options": [
+            "A. Segment 2 of Level 2",
+            "B. Segment 3 of Level 3",
+            "C. Segment 4 of Level 3",
+            "D. Segment 7 of Level 3"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Segment 4 of Level 3 explicitly states: 'As the camera continues its path, it captures the reflection of a toilet stall in the mirror above the third sink.' This is the first mention of the toilet stall reflection in the detailed breakdown.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322864"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Does the reflection of the soap dispenser appear in multiple segments across different levels of the prompt?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The reflection of the soap dispenser is mentioned in both Level 1 and Level 2 (in the description of the sink area), and again in Level 3 (Segment 2). This repeated mention across levels indicates temporal consistency in the reflection memory.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322870"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "After the camera pans away from the sink area and returns later, does the mirror still reflect the same elements as before?",
+          "options": [
+            "A. No, because the environment has changed",
+            "B. Yes, the reflection remains consistent",
+            "C. Only the trash can is reflected now",
+            "D. The reflection shows the ceiling lights instead"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The final wide-angle shot reiterates the presence of the reflection of the toilet stall and soap dispenser, indicating no change in the reflected content despite time passing and camera movement. This confirms temporal consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322876"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Is the reflection of the blue bucket visible in the mirror at any point in the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt only states that the blue bucket is visible under the sink but never mentions its reflection in the mirror. Since it is located below the counter and not within the mirror’s reflective field, it should not appear in the reflection — thus maintaining logical temporal consistency by not showing an impossible reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322883"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "As the camera moves along the sink counter, does the reflection update to show different parts of the restroom based on the new viewing angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt describes the camera moving along the sink, capturing reflections of both the soap dispenser and the toilet stall at different points. This implies that the reflection dynamically updates with the camera’s position, ensuring viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322890"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "When the camera is positioned at the third sink, what should be visible in the mirror's reflection?",
+          "options": [
+            "A. The trash can and blue bucket",
+            "B. The ceiling lights and air vents",
+            "C. The gray partition of a toilet stall",
+            "D. The front of the sink counter"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "According to Segment 4 of Level 3, the reflection of a toilet stall is captured in the mirror above the third sink. Given the spatial arrangement, the mirror would reflect the opposite side of the room — the toilet stalls — making this the correct answer.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322907"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "When the camera turns back toward the toilet stalls after focusing on the sink area, does the mirror still show the reflection of the toilet stall?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt notes that during the return sweep, the mirror above the sink reflects the toilet stall again, confirming that even from a different camera orientation, the reflection remains consistent with the physical layout.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322914"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "If the camera were to move closer to the mirror, how should the reflection change?",
+          "options": [
+            "A. The reflection should shrink",
+            "B. The reflection should expand to include more of the surrounding area",
+            "C. The reflection should become blurred",
+            "D. The reflection should disappear"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera approaches the mirror, the field of view increases, allowing more of the room to be reflected. While the prompt doesn't describe such a close-up, physics dictates that proximity affects reflection scope. The prompt consistently describes reflections changing with camera movement, supporting this principle.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322921"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "Does the reflection in the mirror change appropriately as the camera moves from one sink to another?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt describes different reflections appearing at different sinks (e.g., soap dispenser at first sink, toilet stall at third sink), indicating that the reflection updates based on the camera’s position and angle relative to the mirror.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322927"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_d75f9a607ebfec618e585d62b591fbedf78d7ef3af6126c6f7d582ea03d03336"
+  },
+  {
+    "task_id": "mem_dl3dv_2e4d41a82a8240c1c0d7205462fa436385760d1cd403d78eae7ae9cb248f9584",
+    "instance_id": "mem_dl3dv_2e4d41a82a8240c1c0d7205462fa436385760d1cd403d78eae7ae9cb248f9584",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_2e4d41a82a8240c1c0d7205462fa436385760d1cd403d78eae7ae9cb248f9584.mp4",
+      "total_frames": 344,
+      "fps": 15.0,
+      "duration_sec": 22.93,
+      "reference_image_path": "inference_img/mem_dl3dv_2e4d41a82a8240c1c0d7205462fa436385760d1cd403d78eae7ae9cb248f9584_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, smooth circular pan around a modern, curved wooden reception desk with a dark blue countertop. The desk is centrally positioned under a white, circular ceiling canopy fitted with recessed lighting and security cameras. Behind the desk, a glass-walled office with light green tiled walls is visible, containing a black office chair and a computer monitor. As the camera moves clockwise, it reveals an orange wall section to the left, adjacent to a seating area with tables and chairs near large windows allowing natural light. Continuing from this view, the camera pans past two labeled trash bins — one gray for 'LANDFILL' and one blue for 'PLASTIC & METAL' — mounted on the wooden paneling beside the reception desk. An illuminated red EXIT sign is visible above a doorway in the background. The ceiling features exposed ductwork and wooden panels that add warmth to the industrial aesthetic. The floor is a dark speckled material, contrasting with the light wood of the desk and surrounding cabinetry. Finally, as the camera completes its arc, it returns to the front of the reception desk, capturing the full spatial layout: the curved desk, the glass office behind, the trash bins, the orange wall, the seating area, and the EXIT sign — all cohesively framed within the open-plan interior space."
+        ],
+        "level_2": [
+          "The video begins with a wide-angle shot slowly panning clockwise around a curved wooden reception desk with a dark blue countertop. Above it, a white circular ceiling canopy houses recessed lights and security cameras. Behind the desk, a glass-walled office with light green tiled walls contains a black office chair and monitor. To the left, an orange wall section is visible, leading toward a seating area with tables and chairs near large windows. The camera continues to reveal part of the wooden ceiling panels and exposed ductwork overhead.",
+          "Continuing from the previous segment, the camera pans further right, bringing into view two labeled trash bins — a gray 'LANDFILL' bin and a blue 'PLASTIC & METAL' bin — mounted on wooden paneling next to the reception desk. In the background, an illuminated red EXIT sign is visible above a doorway. The flooring is dark speckled, contrasting with the warm wood tones of the desk and surrounding walls. The camera movement remains smooth and steady, maintaining the circular trajectory around the central desk.",
+          "Finally, the camera completes its circular pan, returning to face the front of the curved wooden reception desk. The full spatial context is now visible: the glass-walled office behind the desk, the orange wall section to the left, the seating area with tables, the labeled trash bins, the EXIT sign above the doorway, and the combination of wooden ceiling panels and exposed industrial ductwork. The entire scene is brightly lit, with natural light streaming through windows and artificial lighting accentuating architectural details. The video ends with a stable, centered view of the reception area, emphasizing its modern, functional design."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a close-up of the curved wooden reception desk featuring a dark blue countertop. Above it, a white circular ceiling canopy with recessed lights and security cameras is visible. Behind the desk, a glass-walled office with light green tiled walls contains a black office chair and monitor. The camera begins a slow clockwise pan, revealing the left side of the desk and an orange wall section adjacent to a seating area with tables and chairs near large windows. Wooden ceiling panels and exposed ductwork are visible overhead, contributing to the industrial-modern aesthetic.",
+          "20-40%: As the camera continues its clockwise movement, more of the seating area and the edge of the curved desk come into view. The dark speckled floor contrasts with the light wood of the desk and surrounding cabinetry. The lighting remains consistent, blending natural daylight and artificial ceiling fixtures. The camera then reveals two labeled trash bins mounted on wooden paneling beside the reception desk — a gray bin labeled 'LANDFILL' and a blue bin labeled 'PLASTIC & METAL'. The bins are clearly legible and positioned for easy access.",
+          "40-60%: Continuing the circular motion, the camera pans past the trash bins, bringing into focus an illuminated red EXIT sign above a doorway in the background. The doorway leads to another corridor or room, partially visible through glass. The ceiling’s white canopy and lighting remain prominent overhead. The rear portion of the curved reception desk becomes visible again, with the glass-walled office still behind it; the black office chair and monitor reappear in frame, reinforcing the functional use of the space.",
+          "60-80%: As the camera approaches the final quarter of its rotation, the orange wall section reappears on the left, framing the seating area once more. The combination of wood, glass, and metal materials creates a cohesive, contemporary look throughout the space. The camera maintains its smooth, steady arc, capturing the interplay of architectural elements: the curved desk, glass partitions, warm wood tones, and industrial ceiling features including exposed ductwork and wooden panels.",
+          "80-100%: Finally, the camera completes its full 360-degree circular pan, returning to a centered frontal view of the curved wooden reception desk. All key elements — the blue countertop, glass-walled office, trash bins, EXIT sign, orange wall, seating area, and wooden ceiling panels — are simultaneously visible. The scene is brightly lit, with natural light streaming through windows and artificial lighting accentuating architectural details. The video ends with a stable, comprehensive overview of the modern, functional reception area."
+        ],
+        "level_4": [
+          "The video opens with a close-up of the curved wooden reception desk featuring a dark blue countertop. Above it, a white circular ceiling canopy with recessed lights and security cameras is visible. Behind the desk, a glass-walled office with light green tiled walls contains a black office chair and monitor. The camera begins a slow clockwise pan.",
+          "As the camera continues its clockwise movement, the left side of the reception desk comes into view, revealing an orange wall section adjacent to a seating area with tables and chairs near large windows. Wooden ceiling panels and exposed ductwork are visible overhead, adding texture to the industrial-modern aesthetic.",
+          "The camera pans further right, showing more of the seating area and the edge of the curved desk. The dark speckled floor contrasts with the light wood of the desk and surrounding cabinetry. The lighting remains consistent, blending natural daylight and artificial ceiling fixtures.",
+          "Continuing the circular motion, the camera reveals two labeled trash bins mounted on wooden paneling beside the reception desk — a gray bin labeled 'LANDFILL' and a blue bin labeled 'PLASTIC & METAL'. The bins are clearly legible and positioned for easy access.",
+          "The camera pans past the trash bins, bringing into focus an illuminated red EXIT sign above a doorway in the background. The doorway leads to another corridor or room, partially visible through glass. The ceiling’s white canopy and lighting remain prominent overhead.",
+          "Moving further along the arc, the camera captures the rear portion of the curved reception desk, with the glass-walled office still visible behind it. The black office chair and monitor are again in frame, reinforcing the functional use of the space.",
+          "As the camera approaches the final quarter of its rotation, the orange wall section reappears on the left, framing the seating area once more. The combination of wood, glass, and metal materials creates a cohesive, contemporary look throughout the space.",
+          "Finally, the camera completes its full 360-degree circular pan, returning to a centered frontal view of the curved wooden reception desk. All key elements — the blue countertop, glass-walled office, trash bins, EXIT sign, orange wall, seating area, and wooden ceiling panels — are simultaneously visible, concluding the video with a comprehensive overview of the modern reception area."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the EXIT sign still visible above the doorway after the camera completes its circular pan?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "d0b1288356b74cd68dc5ff1eec5d0bb7eee86b7796aad2a61b9640ed79d3be53_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree circular pan around the reception desk?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:14.198987"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which element is visible both at the beginning and end of the video?",
+          "options": [
+            "A. Trash bins",
+            "B. Seating area",
+            "C. Frontal view of the reception desk",
+            "D. EXIT sign"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:14.199022"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the glass-walled office visible multiple times during the pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:14.199034"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What should remain consistent when the orange wall reappears after being occluded?",
+          "options": [
+            "A. Its color and position",
+            "B. The number of chairs",
+            "C. The brightness of the windows",
+            "D. The presence of a logo"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:14.199041"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Are the trash bins initially occluded by the reception desk?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:14.199049"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When the trash bins are revealed again after being out of view, what must remain consistent?",
+          "options": [
+            "A. Their labels and colors",
+            "B. Their position relative to the ceiling",
+            "C. Their size compared to the desk",
+            "D. Their brand name"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:14.199055"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera show the glass-walled office from multiple angles while maintaining its correct position behind the desk?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:14.199062"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "Where should the illuminated red EXIT sign be positioned relative to the doorway?",
+          "options": [
+            "A. Above the doorway",
+            "B. To the left of the doorway",
+            "C. Below the doorway",
+            "D. On the floor near the doorway"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:14.199068"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_2e4d41a82a8240c1c0d7205462fa436385760d1cd403d78eae7ae9cb248f9584"
+  },
+  {
+    "task_id": "mem_dl3dv_3b066a86b1bddaec0252192b42a09c3c315e3dea22146dc6925eba1e1f7b569f",
+    "instance_id": "mem_dl3dv_3b066a86b1bddaec0252192b42a09c3c315e3dea22146dc6925eba1e1f7b569f",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_3b066a86b1bddaec0252192b42a09c3c315e3dea22146dc6925eba1e1f7b569f.mp4",
+      "total_frames": 304,
+      "fps": 15.0,
+      "duration_sec": 20.27,
+      "reference_image_path": "inference_img/mem_dl3dv_3b066a86b1bddaec0252192b42a09c3c315e3dea22146dc6925eba1e1f7b569f_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a low-angle nighttime shot of a large, leafy tree dominating the frame, its trunk thick and textured, rising vertically into darkness. Illuminated leaves glow in patches where ambient light catches them, creating a contrast against the deep blue night sky. In the background, faintly visible building windows emit warm yellow glows, suggesting urban residential structures behind the foliage. As the camera slowly tilts upward, it reveals more of the tree’s canopy, where streetlight glare suddenly bursts into view — a bright, overexposed flare that momentarily washes out parts of the frame, highlighting veins on the leaves and casting long shadows. Continuing from this glare, the camera pans slightly to the right, tracking the curvature of branches while maintaining focus on the interplay between shadowed bark and backlit foliage. The streetlight glare fades as the camera moves past it, revealing more illuminated leaves shimmering gently in the breeze. The tree trunk remains partially visible at the lower left edge throughout, grounding the composition. Finally, the camera completes its upward arc, showing the uppermost branches silhouetted against the night sky, with occasional glimpses of distant building windows still glowing softly in the periphery. The entire sequence maintains a slow, deliberate motion, evoking a quiet, contemplative mood under artificial illumination."
+        ],
+        "level_2": [
+          "The video starts with a low-angle nighttime shot focused on the base of a large tree, its thick trunk rising into the frame. Illuminated leaves catch the light near the top of the frame, while background building windows glow softly in the distance. The camera begins a slow upward tilt, revealing more of the tree’s canopy and the dark sky above. Streetlight glare begins to appear as a bright lens flare, partially obscuring the leaves and casting radiant streaks across the frame.",
+          "Continuing from the initial upward tilt, the camera passes through the peak of the streetlight glare, which now dominates the center of the frame with intense brightness. As the glare subsides, the camera pans slightly right, following the natural curve of the branches. Illuminated leaves reappear in detail, their edges glowing against the darker foliage. The tree trunk remains partially visible on the left side, providing visual continuity. Background building windows are intermittently visible through gaps in the leaves, maintaining the urban context.",
+          "Finally, the camera completes its upward movement, focusing on the highest branches silhouetted against the night sky. The streetlight glare has faded completely, leaving only soft ambient lighting on the remaining illuminated leaves. The tree trunk is no longer visible, replaced by the intricate network of thin branches and sparse foliage. Distant building windows continue to twinkle faintly in the background, reinforcing the serene, nocturnal urban setting. The camera holds steady for the final moments, allowing the viewer to absorb the quiet beauty of the scene."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle nighttime shot centered on a large tree’s trunk, which fills the lower third of the frame. Illuminated leaves glow softly near the top, while background building windows emit a gentle yellow light in the distance. The camera begins a slow upward tilt, initiating the journey through the canopy. Continuing the upward tilt, the camera reveals more of the tree’s dense foliage; illuminated leaves become more prominent, catching stray light from an unseen source. The background building windows remain visible but slightly obscured by branches, and the tree trunk continues to anchor the left side of the frame.",
+          "20-40%: The camera ascends further, bringing the upper canopy into view. A sudden burst of streetlight glare appears in the upper right, washing out part of the frame with intense white light; leaves near the glare shimmer with high contrast, their veins and edges sharply defined. The streetlight glare reaches its peak intensity, dominating the center of the frame and temporarily obscuring details of the leaves. The tree trunk is still partially visible on the lower left, and background building windows flicker briefly through gaps in the foliage, maintaining spatial context.",
+          "40-60%: As the camera moves past the glare, the brightness diminishes, revealing detailed illuminated leaves once again. The camera begins a subtle pan to the right, following the curve of a major branch; the tree trunk recedes slightly from view but remains present at the edge. The pan continues, shifting focus toward the right side of the canopy. Illuminated leaves dance gently in the breeze, their textures and shapes clearly visible under ambient lighting. Background building windows peek through the gaps, reinforcing the urban environment.",
+          "60-80%: The camera completes its upward arc, now focusing on the highest branches; the tree trunk is no longer visible, replaced by thin, silhouetted limbs against the dark sky. Illuminated leaves are sparse but still present, glowing softly in pockets of light. The streetlight glare has vanished entirely. The scene transitions to a more elevated perspective where the intricate network of thin branches and sparse foliage dominates the frame, with distant building windows continuing to twinkle faintly in the background.",
+          "80-100%: Finally, the camera holds steady on the uppermost branches, silhouetted against the night sky. Faint background building windows remain visible in the distance, twinkling subtly. The scene is calm and still, concluding the slow, immersive journey through the illuminated tree canopy under urban night lighting. The entire sequence maintains a deliberate, quiet mood, with the final moments emphasizing the serene nocturnal urban setting."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle nighttime shot centered on a large tree’s trunk, which fills the lower third of the frame. Illuminated leaves glow softly near the top, while background building windows emit a gentle yellow light in the distance. The camera begins a slow upward tilt, initiating the journey through the canopy.",
+          "Part 2/8: Continuing the upward tilt, the camera reveals more of the tree’s dense foliage. Illuminated leaves become more prominent, catching stray light from an unseen source. The background building windows remain visible but slightly obscured by branches. The tree trunk continues to anchor the left side of the frame.",
+          "Part 3/8: The camera ascends further, bringing the upper canopy into view. A sudden burst of streetlight glare appears in the upper right, washing out part of the frame with intense white light. Leaves near the glare shimmer with high contrast, their veins and edges sharply defined.",
+          "Part 4/8: The streetlight glare reaches its peak intensity, dominating the center of the frame and temporarily obscuring details of the leaves. The tree trunk is still partially visible on the lower left. Background building windows flicker briefly through gaps in the foliage, maintaining spatial context.",
+          "Part 5/8: As the camera moves past the glare, the brightness diminishes, revealing detailed illuminated leaves once again. The camera begins a subtle pan to the right, following the curve of a major branch. The tree trunk recedes slightly from view but remains present at the edge.",
+          "Part 6/8: The pan continues, shifting focus toward the right side of the canopy. Illuminated leaves dance gently in the breeze, their textures and shapes clearly visible under ambient lighting. Background building windows peek through the gaps, reinforcing the urban environment.",
+          "Part 7/8: The camera completes its upward arc, now focusing on the highest branches. The tree trunk is no longer visible, replaced by thin, silhouetted limbs against the dark sky. Illuminated leaves are sparse but still present, glowing softly in pockets of light. The streetlight glare has vanished entirely.",
+          "Part 8/8: Finally, the camera holds steady on the uppermost branches, silhouetted against the night sky. Faint background building windows remain visible in the distance, twinkling subtly. The scene is calm and still, concluding the slow, immersive journey through the illuminated tree canopy under urban night lighting."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Does the tree trunk reappear in the lower portion of the frame after the camera tilts back down?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "bd6f197e76c8eb45bd408b50fee51763b2d0880c38df051fdb2b15c2996efe77_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the tree trunk remain visible throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:56.878472"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "What happens to the tree trunk as the camera moves upward?",
+          "options": [
+            "A. It grows larger",
+            "B. It remains fully visible",
+            "C. It gradually disappears from view",
+            "D. It reappears later"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:56.878504"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Do the branches maintain consistent curvature across the camera movement?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:56.878516"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "How does the tree’s structure change as the camera ascends?",
+          "options": [
+            "A. From thick trunk to thin branches",
+            "B. From sparse leaves to dense canopy",
+            "C. From dark to brightly lit",
+            "D. From vertical to horizontal"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:56.878523"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Are leaf veins visible before and after the streetlight glare?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:56.878530"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which detail is emphasized in the prompt as important for visual consistency?",
+          "options": [
+            "A. Color of the sky",
+            "B. Veins on leaves",
+            "C. Shape of buildings",
+            "D. Camera speed"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:56.878537"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera move vertically upward throughout the sequence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:56.878545"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What kind of camera motion is primarily used?",
+          "options": [
+            "A. Horizontal pan only",
+            "B. Upward tilt and slight pan",
+            "C. Zoom in and out",
+            "D. Circular orbit"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:56.878551"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Do building windows reappear in the same positions after being occluded?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:56.878558"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "How are background building windows described when visible?",
+          "options": [
+            "A. Bright and uniform",
+            "B. Faintly glowing and intermittent",
+            "C. Completely hidden",
+            "D. Moving"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:56.878564"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_3b066a86b1bddaec0252192b42a09c3c315e3dea22146dc6925eba1e1f7b569f"
+  },
+  {
+    "task_id": "mem_dl3dv_8682dff2416536005d41c7d6b54cb77f517de695bcf25314f5ce43023a224188",
+    "instance_id": "mem_dl3dv_8682dff2416536005d41c7d6b54cb77f517de695bcf25314f5ce43023a224188",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_8682dff2416536005d41c7d6b54cb77f517de695bcf25314f5ce43023a224188.mp4",
+      "total_frames": 368,
+      "fps": 15.0,
+      "duration_sec": 24.53,
+      "reference_image_path": "inference_img/mem_dl3dv_8682dff2416536005d41c7d6b54cb77f517de695bcf25314f5ce43023a224188_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, low-to-the-ground shot of a cozy living room. The camera slowly orbits clockwise around an office chair in the center of the room, which is piled high with pillows and a blanket. The chair has a black mesh back and silver base with wheels. On top of the chair sits a white pillow with red stitching and a sunflower design, then a patterned pillow with multicolored circles, and finally a light blue-gray blanket draped over everything. To the left, a large flat-screen TV on a black stand displays a vibrant cityscape with green trees and skyscrapers. Behind the TV, sheer curtains frame a window. The floor is covered in beige carpeting. As the camera continues its orbit, it reveals a yellow leather sofa against the right wall, adorned with a patterned throw pillow. Further around, another matching yellow leather armchair is visible near a small side table. The walls are decorated with framed pictures and a round wall clock. A tall floor lamp stands near the corner, casting soft ambient light. The camera moves closer to the chair, tilting up to show the texture of the blanket and the layered pillows. Then it dips down for a close-up of the chair’s wheeled base rolling slightly on the carpet, revealing a label on the underside of the seat. Finally, the camera pulls back slightly as the chair rotates gently on its own, completing the full 360-degree view while maintaining focus on the stacked pillows and blanket, with all mandatory landmarks — TV on black stand, yellow leather sofa, TV displaying cityscape, black TV stand, carpeted floor, office chair with stacked pillows, wall-mounted pictures, yellow sofa with patterned pillow, floor lamp, office chair with pillows and blanket — clearly visible throughout."
+        ],
+        "level_2": [
+          "The video opens with a low-angle, wide shot of a living room. The camera begins a slow clockwise orbit around an office chair piled with pillows and a blanket. The chair features a black mesh back and silver five-wheel base. In the background, a large TV on a black stand displays a cityscape with greenery and buildings. To the right, a yellow leather sofa with a patterned pillow is visible. The floor is beige carpet. Wall-mounted pictures line the back wall, and a floor lamp emits warm light. The camera movement reveals more of the room’s layout, including a second yellow armchair and a side table. The scene remains static except for the gentle rotation of the camera around the central chair.",
+          "Continuing from the previous segment, the camera completes its first half-orbit around the office chair. It now focuses more closely on the stacked pillows — one with a sunflower design, another with geometric circles — and the light blue-gray blanket draped over them. The TV still shows the cityscape, and the black TV stand remains visible. The yellow leather sofa appears again, this time from a different angle, emphasizing its texture and the patterned pillow resting on it. The camera tilts downward briefly, capturing the chair’s wheels on the carpet and a glimpse of a label under the seat. The ambient lighting from the floor lamp enhances the cozy atmosphere. The camera maintains smooth motion, preparing to complete the full circle.",
+          "Finally, the camera finishes its 360-degree orbit around the office chair, now showing the rear and side views once more. The blanket and pillows remain undisturbed atop the chair, which subtly rotates on its own. The TV continues to display the cityscape, framed by sheer curtains. The yellow leather sofa and matching armchair are both fully visible, along with the wall-mounted pictures and floor lamp. The beige carpet covers the entire floor, and the black TV stand anchors the left side of the frame. The camera lingers on a final close-up of the chair’s base before pulling back slightly to capture the entire scene in one cohesive, tranquil shot, ensuring all mandatory landmarks are present and clearly depicted."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle, wide shot centered on an office chair piled with pillows and a blanket. The chair has a black mesh back and silver five-wheel base. To the left, a large flat-screen TV on a black stand displays a vibrant cityscape with green trees and skyscrapers. The floor is beige carpet. The camera begins a slow clockwise orbit around the chair, revealing part of a yellow leather sofa to the right with a patterned pillow, wall-mounted pictures behind it, and sheer curtains framing a window behind the TV.",
+          "20-40%: Continuing the orbit, the camera reveals a second yellow leather armchair near a small side table and a tall floor lamp casting soft ambient light in the corner. The beige carpet extends across the entire floor. The office chair remains piled with pillows — one white with red stitching and a sunflower design, another with multicolored circular patterns — and a light blue-gray blanket draped over them. The TV continues to display the cityscape, and the black TV stand remains visible on the left.",
+          "40-60%: Now halfway through the orbit, the camera focuses more closely on the stacked pillows and blanket, tilting upward to show texture details, then dips down for a close-up of the chair’s wheeled base rolling slightly on the carpet. A label is visible on the underside of the seat. The yellow leather sofa and patterned pillow reappear in the background, and the ambient lighting from the floor lamp enhances the cozy atmosphere. The camera maintains smooth motion, preparing to complete the circle.",
+          "60-80%: As the camera continues its clockwise orbit, it captures the rear and side views of the office chair, still laden with pillows and blanket, while the TV screen (displaying the cityscape) comes into view again. Wall-mounted pictures and the floor lamp are visible in the background. The yellow leather sofa and matching armchair are both fully visible, reinforcing the room’s layout and lived-in feel. The camera smoothly transitions toward the final quarter of the orbit.",
+          "80-100%: Finally, the camera completes its 360-degree orbit, returning to a position similar to the start but with a slight upward tilt. The office chair subtly rotates on its own, still piled with pillows and blanket. All mandatory landmarks — TV on black stand, yellow leather sofa with patterned pillow, TV displaying cityscape, black TV stand, beige carpeted floor, office chair with stacked pillows and blanket, wall-mounted pictures, floor lamp, and second yellow armchair — are clearly visible in the final tranquil composition."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle, wide shot centered on an office chair piled with pillows and a blanket. The chair has a black mesh back and silver base with wheels. To the left, a large TV on a black stand displays a cityscape. The floor is beige carpet. The camera begins a slow clockwise orbit around the chair.",
+          "Part 2/8: Continuing the orbit, the camera reveals a yellow leather sofa to the right, adorned with a patterned pillow. Wall-mounted pictures are visible behind the sofa. The TV still shows the cityscape. The camera movement is smooth, maintaining focus on the central chair while gradually exposing more of the room’s layout.",
+          "Part 3/8: The camera moves further around, showing a second yellow leather armchair near a side table. A floor lamp casts soft light in the corner. The beige carpet extends across the entire floor. The office chair remains piled with pillows and a blanket, and the TV continues to display the cityscape on its black stand.",
+          "Part 4/8: Now halfway through the orbit, the camera focuses more closely on the stacked pillows — one with a sunflower motif, another with circular patterns — and the light blue-gray blanket. The TV and black stand remain visible in the background. The camera tilts slightly downward, revealing the chair’s wheels on the carpet.",
+          "Part 5/8: The camera dips lower for a close-up of the chair’s base, showing the silver five-wheel mechanism rolling slightly on the beige carpet. A label is visible on the underside of the seat. The yellow leather sofa and patterned pillow reappear in the background as the camera begins to pull back slightly.",
+          "Part 6/8: As the camera continues its clockwise orbit, it captures the rear view of the office chair, still laden with pillows and blanket. The TV screen, displaying the cityscape, comes into view again. The wall-mounted pictures and floor lamp are visible in the background, reinforcing the cozy, lived-in atmosphere of the room.",
+          "Part 7/8: The camera moves toward the final quarter of the orbit, bringing the yellow leather sofa and patterned pillow back into prominence. The black TV stand and cityscape remain steady in the frame. The camera smoothly transitions, preparing to complete the full 360-degree view while keeping all elements in harmony.",
+          "Part 8/8: Finally, the camera completes its orbit, returning to a position similar to the start but with a slight upward tilt. The office chair, still piled with pillows and blanket, subtly rotates on its own. All mandatory landmarks — TV on black stand, yellow leather sofa, TV displaying cityscape, black TV stand, carpeted floor, office chair with stacked pillows, wall-mounted pictures, yellow sofa with patterned pillow, floor lamp, office chair with pillows and blanket — are clearly visible in the final tranquil composition."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the TV displaying a cityscape still visible on the left side when the camera returns to its initial position?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "9df3f288593781fb48d3a9c18c009e606ee33d0deef908fe27802147f3abb8f5_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Is the office chair with stacked pillows consistently present as a central object during the camera’s movement?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "9df3f288593781fb48d3a9c18c009e606ee33d0deef908fe27802147f3abb8f5_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the white pillow with red stitching and sunflower design remain visible and unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:30:56.634583"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which object is consistently described as having a label on the underside of the seat?",
+          "options": [
+            "A. The yellow leather sofa",
+            "B. The office chair",
+            "C. The TV stand",
+            "D. The floor lamp"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:30:56.634618"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the office chair maintain its five-wheel base structure throughout the camera’s orbit?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:30:56.634630"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "What type of base does the office chair have?",
+          "options": [
+            "A. Four-wheel plastic base",
+            "B. Five-wheel silver base",
+            "C. Fixed wooden base",
+            "D. Two-wheel caster base"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:30:56.634637"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Is the patterned pillow with multicolored circles visible in multiple segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:30:56.634644"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "Which material is described for the sofa?",
+          "options": [
+            "A. Fabric",
+            "B. Velvet",
+            "C. Leather",
+            "D. Wool"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:30:56.634651"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree orbit around the office chair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:30:56.634658"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "What happens to the camera’s perspective at the end of the video?",
+          "options": [
+            "A. It zooms in on the TV",
+            "B. It pulls back slightly with a slight upward tilt",
+            "C. It moves downward",
+            "D. It stops abruptly"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:30:56.634665"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the yellow leather sofa reappear after being partially occluded during the orbit?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:30:56.634673"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "Which landmark is mentioned as being visible in both early and late segments?",
+          "options": [
+            "A. Red rug",
+            "B. Blue bookshelf",
+            "C. Wall-mounted pictures",
+            "D. Window blinds"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:30:56.634680"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_8682dff2416536005d41c7d6b54cb77f517de695bcf25314f5ce43023a224188"
+  },
+  {
+    "task_id": "mem_dl3dv_124fd335d679c1328e7c0cd80ce486d8a62c20afae2b6470c275310b682b8093",
+    "instance_id": "mem_dl3dv_124fd335d679c1328e7c0cd80ce486d8a62c20afae2b6470c275310b682b8093",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_124fd335d679c1328e7c0cd80ce486d8a62c20afae2b6470c275310b682b8093.mp4",
+      "total_frames": 354,
+      "fps": 15.0,
+      "duration_sec": 23.6,
+      "reference_image_path": "inference_img/mem_dl3dv_124fd335d679c1328e7c0cd80ce486d8a62c20afae2b6470c275310b682b8093_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of a vibrant, abstract sculpture composed of three stylized human figures — one orange, one yellow, and one blue — mounted on a reflective black circular base. The camera slowly pans clockwise around the sculpture, revealing its glossy, smooth surfaces catching sunlight. In the background, a modern glass building with large windows reflects the surrounding urban environment, including distant skyscrapers under a clear blue sky. Metal barricades line the perimeter of the sculpture’s plaza, separating pedestrians from the artwork. As the camera continues circling, the orange figure appears in dynamic motion, arms outstretched, while the yellow figure leans forward as if mid-stride, and the blue figure stands tall with arms raised triumphantly. The camera tilts up slightly to capture the full height of the sculpture against the cityscape, then tilts down to emphasize the reflective black base mirroring the colorful forms above. Continuing from this perspective, the camera moves behind the sculpture, offering views of the interplay between the figures’ poses and the surrounding architecture — including glimpses of street signs, passing cars, and pedestrians walking near the metal barricades. The modern glass building remains visible throughout, its facade occasionally reflecting the sculpture itself. Finally, the camera completes its orbit, returning to the initial frontal angle but now capturing more detail: the texture of the painted metal, the slight imperfections on the base, and the shadows cast by each figure. The video ends with a slow zoom-in on the blue figure’s raised arms, framed by the glass building and city skyline beyond."
+        ],
+        "level_2": [
+          "The video opens with a wide shot of a colorful abstract sculpture featuring three stylized human figures — orange, yellow, and blue — standing atop a reflective black circular base. The camera begins a slow clockwise pan around the sculpture, revealing its glossy finish and dynamic poses. In the background, a modern glass building with expansive windows reflects the bright blue sky and nearby high-rises. Metal barricades enclose the sculpture’s plaza, creating a defined public space. The orange figure is positioned frontally, arms extended, while the yellow and blue figures flank it, appearing to interact through their angled limbs. The camera movement is smooth, maintaining focus on the sculpture while subtly showcasing the urban context — including trees, sidewalks, and distant traffic.",
+          "Continuing from the initial orbit, the camera now reveals the rear and side profiles of the sculpture. The yellow figure leans forward dynamically, its elongated limbs suggesting motion, while the blue figure stands upright with arms raised high, dominating the vertical axis. The reflective black base mirrors the vivid colors and shapes above, enhancing the visual depth. As the camera pans further, the modern glass building remains prominent in the background, its surface reflecting the sculpture and surrounding cityscape. Metal barricades are consistently visible along the edges of the plaza, reinforcing the sculpture’s placement within a controlled public area. Pedestrians briefly pass by in the distance, adding subtle life to the scene without distracting from the central artwork.",
+          "Finally, the camera completes its 360-degree journey around the sculpture, returning to a frontal viewpoint but now with tighter framing and greater detail. The orange figure’s bold curves and outstretched posture are emphasized, while the blue and yellow figures frame it symmetrically. The reflective black base catches the light and reflections of the figures, creating a layered visual effect. The modern glass building looms behind, its clean lines contrasting with the organic forms of the sculpture. Metal barricades remain visible at the periphery, grounding the scene in an urban plaza setting. The camera slowly zooms in on the blue figure’s raised arms, capturing the interplay of color, form, and reflection before fading out with the sculpture centered against the city skyline."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle shot of a colorful abstract sculpture featuring three stylized human figures — orange, yellow, and blue — mounted on a reflective black circular base. The camera begins a slow clockwise pan, revealing the glossy surfaces of the figures under bright daylight. Behind them, a modern glass building with large windows reflects the surrounding cityscape. Metal barricades line the edge of the plaza, defining the sculpture’s space. Continuing the clockwise pan, the camera focuses on the orange figure’s dynamic pose — arms outstretched, legs bent — while the yellow figure appears to lean forward beside it. The reflective black base mirrors the vivid colors above. In the background, the modern glass building remains visible, its facade catching glints of sunlight. Metal barricades continue to frame the scene, separating the sculpture from pedestrian walkways.",
+          "20-40%: The camera now reveals the side profile of the sculpture, emphasizing the blue figure’s towering stance with arms raised high. The yellow figure’s elongated limbs create a sense of motion, interacting visually with the orange figure. The reflective black base enhances depth by mirroring the forms. The modern glass building still dominates the backdrop, reflecting the sculpture and distant skyscrapers. Metal barricades remain visible along the plaza’s perimeter. As the camera continues its orbit, the rear view of the sculpture comes into focus. The blue figure’s back is now visible, its arms still raised, while the orange and yellow figures appear intertwined from this angle. The reflective black base captures distorted reflections of the figures and the sky. The modern glass building remains a constant presence, its windows reflecting the urban environment. Metal barricades are still present, guiding pedestrian flow around the artwork.",
+          "40-60%: The camera now pans past the sculpture’s left flank, offering a new perspective where the yellow figure appears to stride forward, its limbs extending dramatically. The orange figure’s curved torso contrasts with the blue figure’s verticality. The reflective black base continues to mirror the scene. In the background, the modern glass building reflects both the sculpture and the bustling city beyond. Metal barricades remain visible, reinforcing the sculpture’s public placement. Continuing the clockwise movement, the camera captures the sculpture from a three-quarter rear angle. The blue figure’s raised arms dominate the upper frame, while the orange and yellow figures appear to support or react to its posture. The reflective black base catches the shifting light and colors. The modern glass building is still visible behind, its reflective surface adding layers to the composition. Metal barricades line the edge of the plaza, subtly guiding viewer attention toward the sculpture.",
+          "60-80%: The camera now approaches the front again, but from a slightly lower angle, emphasizing the sculpture’s scale and the glossy textures of the orange, yellow, and blue figures. The reflective black base mirrors their forms with crisp clarity. The modern glass building frames the scene behind, its clean lines contrasting with the organic shapes of the sculpture. Metal barricades are still visible at the edges, maintaining spatial boundaries around the artwork. The orange figure appears in dynamic motion, arms outstretched, while the yellow figure leans forward as if mid-stride, and the blue figure stands tall with arms raised triumphantly. The camera tilts up slightly to capture the full height of the sculpture against the cityscape, then tilts down to emphasize the reflective black base mirroring the colorful forms above.",
+          "80-100%: Finally, the camera settles into a frontal close-up, focusing on the blue figure’s raised arms and the interplay between all three figures. The reflective black base mirrors their vibrant colors and dynamic poses. The modern glass building looms behind, reflecting the sculpture and the city skyline. Metal barricades remain visible at the periphery. The camera slowly zooms in on the blue figure’s silhouette against the glass facade, ending the video with a tight, detailed shot that emphasizes color, form, and reflection. The video ends with a slow zoom-in on the blue figure’s raised arms, framed by the glass building and city skyline beyond."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle shot of a colorful abstract sculpture featuring three stylized human figures — orange, yellow, and blue — mounted on a reflective black circular base. The camera begins a slow clockwise pan, revealing the glossy surfaces of the figures under bright daylight. Behind them, a modern glass building with large windows reflects the surrounding cityscape. Metal barricades line the edge of the plaza, defining the sculpture’s space.",
+          "Part 2/8: Continuing the clockwise pan, the camera focuses on the orange figure’s dynamic pose — arms outstretched, legs bent — while the yellow figure appears to lean forward beside it. The reflective black base mirrors the vivid colors above. In the background, the modern glass building remains visible, its facade catching glints of sunlight. Metal barricades continue to frame the scene, separating the sculpture from pedestrian walkways.",
+          "Part 3/8: The camera now reveals the side profile of the sculpture, emphasizing the blue figure’s towering stance with arms raised high. The yellow figure’s elongated limbs create a sense of motion, interacting visually with the orange figure. The reflective black base enhances depth by mirroring the forms. The modern glass building still dominates the backdrop, reflecting the sculpture and distant skyscrapers. Metal barricades remain visible along the plaza’s perimeter.",
+          "Part 4/8: As the camera continues its orbit, the rear view of the sculpture comes into focus. The blue figure’s back is now visible, its arms still raised, while the orange and yellow figures appear intertwined from this angle. The reflective black base captures distorted reflections of the figures and the sky. The modern glass building remains a constant presence, its windows reflecting the urban environment. Metal barricades are still present, guiding pedestrian flow around the artwork.",
+          "Part 5/8: The camera now pans past the sculpture’s left flank, offering a new perspective where the yellow figure appears to stride forward, its limbs extending dramatically. The orange figure’s curved torso contrasts with the blue figure’s verticality. The reflective black base continues to mirror the scene. In the background, the modern glass building reflects both the sculpture and the bustling city beyond. Metal barricades remain visible, reinforcing the sculpture’s public placement.",
+          "Part 6/8: Continuing the clockwise movement, the camera captures the sculpture from a three-quarter rear angle. The blue figure’s raised arms dominate the upper frame, while the orange and yellow figures appear to support or react to its posture. The reflective black base catches the shifting light and colors. The modern glass building is still visible behind, its reflective surface adding layers to the composition. Metal barricades line the edge of the plaza, subtly guiding viewer attention toward the sculpture.",
+          "Part 7/8: The camera now approaches the front again, but from a slightly lower angle, emphasizing the sculpture’s scale and the glossy textures of the orange, yellow, and blue figures. The reflective black base mirrors their forms with crisp clarity. The modern glass building frames the scene behind, its clean lines contrasting with the organic shapes of the sculpture. Metal barricades are still visible at the edges, maintaining spatial boundaries around the artwork.",
+          "Part 8/8: Finally, the camera settles into a frontal close-up, focusing on the blue figure’s raised arms and the interplay between all three figures. The reflective black base mirrors their vibrant colors and dynamic poses. The modern glass building looms behind, reflecting the sculpture and the city skyline. Metal barricades remain visible at the periphery. The camera slowly zooms in on the blue figure’s silhouette against the glass facade, ending the video with a tight, detailed shot that emphasizes color, form, and reflection."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Does the orange figure reappear in a similar orientation relative to the modern glass building after the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "d77580a7d20c338a9c9edd0b9a7d1acb8b32c98573d7066c47d3dc3aab0efdb8_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the orange figure maintain its color and position throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847319"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which figure is described as having arms raised triumphantly?",
+          "options": [
+            "A. Orange figure",
+            "B. Yellow figure",
+            "C. Blue figure",
+            "D. All three figures"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847360"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the blue figure's pose remain upright with arms raised throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847372"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "How is the yellow figure described in Segment 2?",
+          "options": [
+            "A. Standing still",
+            "B. Leaning forward dynamically",
+            "C. Sitting down",
+            "D. Facing backward"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847379"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Are surface textures like glossiness and paint finish described as consistent across the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847387"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "What detail is added in the final segment about the sculpture’s surface?",
+          "options": [
+            "A. Rough texture",
+            "B. Slight imperfections on the base",
+            "C. Metallic sheen only",
+            "D. Matte finish"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847393"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree orbit around the sculpture?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847401"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "At which point does the camera return to the initial frontal view?",
+          "options": [
+            "A. After Segment 4",
+            "B. After Segment 6",
+            "C. At the end of Segment 8",
+            "D. Midway through Segment 5"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847407"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the reflective black base mirror the sculpture’s colors and shapes?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847414"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "What is reflected in the modern glass building’s windows?",
+          "options": [
+            "A. Only the sky",
+            "B. The sculpture and surrounding cityscape",
+            "C. The camera operator",
+            "D. Trees and sidewalks only"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847422"
+        },
+        {
+          "question": "Does the orange figure reappear in a similar orientation relative to the modern glass building after the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "12",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the orange figure maintain its color and position throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847319"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Which figure is described as having arms raised triumphantly?",
+          "options": [
+            "A. Orange figure",
+            "B. Yellow figure",
+            "C. Blue figure",
+            "D. All three figures"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847360"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the blue figure's pose remain upright with arms raised throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847372"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "How is the yellow figure described in Segment 2?",
+          "options": [
+            "A. Standing still",
+            "B. Leaning forward dynamically",
+            "C. Sitting down",
+            "D. Facing backward"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847379"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Are surface textures like glossiness and paint finish described as consistent across the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847387"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "What detail is added in the final segment about the sculpture’s surface?",
+          "options": [
+            "A. Rough texture",
+            "B. Slight imperfections on the base",
+            "C. Metallic sheen only",
+            "D. Matte finish"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847393"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree orbit around the sculpture?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847401"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "At which point does the camera return to the initial frontal view?",
+          "options": [
+            "A. After Segment 4",
+            "B. After Segment 6",
+            "C. At the end of Segment 8",
+            "D. Midway through Segment 5"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847407"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the reflective black base mirror the sculpture’s colors and shapes?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847414"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "What is reflected in the modern glass building’s windows?",
+          "options": [
+            "A. Only the sky",
+            "B. The sculpture and surrounding cityscape",
+            "C. The camera operator",
+            "D. Trees and sidewalks only"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847422"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the reflective black base show a mirror image of the orange, yellow, and blue figures when viewed from the front?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt explicitly states that the camera tilts down to emphasize the reflective black base mirroring the colorful forms above, confirming that the reflection includes all three figures.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.516887"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "Which objects should be visible in the reflection of the black base when the camera is at the rear of the sculpture?",
+          "options": [
+            "A. The orange figure's back and the glass building",
+            "B. The blue figure's raised arms and the sky",
+            "C. The yellow figure’s forward-leaning pose and the surrounding cityscape",
+            "D. All three figures and parts of the glass building"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The reflective base mirrors the scene above it. At the rear view (Segment 4), all three figures are visible from that angle, and the glass building reflects the cityscape; thus, their reflections should appear on the base.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.516921"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Does the modern glass building reflect the sculpture when the camera is positioned on the side of the plaza?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt mentions that the glass building's facade occasionally reflects the sculpture itself, indicating that the sculpture appears in the glass reflections during the pan.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.516931"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "What should be reflected in the glass building’s windows when the camera is directly behind the sculpture?",
+          "options": [
+            "A. Only the sky and distant skyscrapers",
+            "B. The full silhouette of the sculpture and the plaza",
+            "C. The metal barricades and pedestrians",
+            "D. The orange figure’s outstretched arms and the blue figure’s raised hands"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "From the rear perspective (Segments 4–6), the sculpture is centered in the frame, so its full form would be visible in the reflective surface of the glass building. The prompt confirms the building reflects both the sculpture and the urban environment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.516939"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "Is the reflection of the blue figure’s raised arms visible in the black base when the camera zooms in on them?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "In Segment 8, the camera focuses on the blue figure’s raised arms while the reflective base is still present. Since the base mirrors the forms above, the arms’ reflection should be visible.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.516945"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "When the camera returns to the initial frontal angle in Segment 3 (Level 2) or Segment 7/8 (Level 3), does the reflection in the black base remain consistent with earlier views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt describes returning to the initial frontal angle with more detail but no mention of environmental changes. Therefore, the reflection should remain consistent with earlier frames, showing the same mirrored figures.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.516956"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "If the camera revisits the same position after a full orbit, how should the reflection in the glass building change?",
+          "options": [
+            "A. It should show the same cityscape as before",
+            "B. It should now include pedestrians who were not there earlier",
+            "C. It should reflect the sculpture from a different angle",
+            "D. It should disappear due to lighting changes"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt describes a consistent urban environment throughout. Unless stated otherwise, the reflection in the glass building should remain unchanged if the camera returns to the same position and time of day.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.516968"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Does the reflection in the glass building update when the camera moves from one side of the sculpture to the other?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "As the camera pans around the sculpture, the relative position between the sculpture and the glass building changes. This alters what part of the sculpture is visible in the glass reflection, so the reflection must update accordingly.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.516976"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "When the camera completes its orbit and returns to the starting point, which reflection should be present in the black base?",
+          "options": [
+            "A. A distorted version of the figures due to motion blur",
+            "B. The same clear reflection of the three figures as at the beginning",
+            "C. Only the blue figure, since it dominates the final shot",
+            "D. The reflection of the sky only"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt indicates that the camera returns to the initial frontal angle with greater detail, but the environment remains stable. Thus, the reflection should match the original state, maintaining content consistency over time.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.516983"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Is the reflection of the yellow figure leaning forward visible in the glass building during Segment 2?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "During Segment 2, the yellow figure is described as leaning forward, and the glass building remains prominent. Since the building reflects the sculpture, this dynamic pose should be visible in the reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.516990"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "As the camera moves from the front to the rear of the sculpture, does the reflection in the black base shift to show the back of the figures?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The base reflects whatever is above it. As the camera moves around, the orientation of the figures changes relative to the base, so the reflection should update to show their rear profiles.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.516998"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "When the camera is on the left flank of the sculpture (Segment 5), what should the reflection in the glass building show?",
+          "options": [
+            "A. The right side of the sculpture and the skyline",
+            "B. The left side of the sculpture and the passing cars",
+            "C. The entire sculpture from a frontal angle",
+            "D. Only the orange figure"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "At the left flank, the camera captures the yellow figure striding forward. The glass building, being in the background, would reflect the left side of the sculpture and nearby elements like traffic, consistent with viewpoint geometry.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.517004"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "Does the reflection in the black base change when the camera tilts down from the top of the sculpture?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt specifies that the camera tilts down to emphasize the base’s reflection. This change in angle allows the viewer to see the reflection clearly, meaning the reflection must become visible and correctly oriented.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.517016"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "From a low-angle shot (Segment 1), what should the reflective black base show?",
+          "options": [
+            "A. The underside of the figures",
+            "B. The sky and the tops of the figures",
+            "C. The full forms of the figures and the ground",
+            "D. The legs of the figures and the sidewalk"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "A low-angle shot positions the camera near the base. The reflection should therefore show the lower portions of the figures and the surrounding pavement, consistent with the viewing angle.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.517023"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "When the camera zooms in on the blue figure’s arms, does the reflection in the base also focus on those arms?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The reflection in the base mirrors the scene above. When the camera zooms in on the blue figure’s arms, the base should reflect that same area, showing a close-up of the arms' reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.517029"
+          }
+        },
+        {
+          "question_id": "38",
+          "type": "multiple_choice",
+          "question": "How should the reflection in the glass building change as the camera moves past the sculpture’s left flank?",
+          "options": [
+            "A. It should show the sculpture from the same angle as before",
+            "B. It should reflect the sculpture from a new perspective, including the yellow figure’s stride",
+            "C. It should only reflect the sky",
+            "D. It should show a blurred image due to motion"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera moves past the left flank, the relative angle between the sculpture and the glass building shifts, so the reflection should update to show the current side view, including the yellow figure’s forward motion.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.517036"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_124fd335d679c1328e7c0cd80ce486d8a62c20afae2b6470c275310b682b8093"
+  },
+  {
+    "task_id": "mem_mipnerf360_a8f137cd302ac277409b1dcd26e4c8a03d8600bc4f6a80af40c71a5a980a98c5_object",
+    "instance_id": "mem_mipnerf360_a8f137cd302ac277409b1dcd26e4c8a03d8600bc4f6a80af40c71a5a980a98c5",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_mipnerf360_a8f137cd302ac277409b1dcd26e4c8a03d8600bc4f6a80af40c71a5a980a98c5.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A pink and white bonsai tree with a dark wooden base sits on a purple knitted cloth-covered table in a room with a red bicycle and a keyboard in the background."
+        ],
+        "level_2": [
+          "A pink and white bonsai tree is centered on a purple knitted cloth-covered table, with a red bicycle partially visible to the left and a keyboard in the background.",
+          "The scene shifts to show more of the room, revealing a window with natural light, a desk with a computer monitor, and a patterned rug beneath the table.",
+          "The camera moves closer to the bonsai tree, highlighting its intricate branches and vibrant flowers, while the background includes a cardboard box and a door."
+        ],
+        "level_3": [
+          "A pink and white bonsai tree with a dark wooden base is placed on a purple knitted cloth-covered table, with a red bicycle leaning against the wall to the left and a keyboard on a stand behind it.",
+          "The camera pans slightly to the right, showing a window with daylight streaming in, a desk with a computer monitor, and a patterned rug on the wooden floor.",
+          "The view shifts to focus more on the bonsai tree, capturing its detailed branches and blossoms, with a cardboard box and a white door visible in the background.",
+          "The camera angle changes to a lower perspective, emphasizing the texture of the purple cloth and the wooden base of the bonsai tree, with the red bicycle wheel in the foreground.",
+          "The final shot shows the bonsai tree from a slightly elevated angle, with the red bicycle fully visible in the background, resting against the wall, and a few magazines lying on the wooden floor nearby."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the bonsai tree retain its color throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the shape of the bonsai tree consistent across different frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the bonsai tree maintain its position on the table?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Are there any instances where the bonsai tree appears to be a different object?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the bonsai tree's identity change due to camera movement or reflections?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "mipnerf360_retry",
+    "category": "spatial_object",
+    "subcategory": "mipnerf360",
+    "source_task": "0320",
+    "original_task_id": "mem_mipnerf360_a8f137cd302ac277409b1dcd26e4c8a03d8600bc4f6a80af40c71a5a980a98c5_object"
+  },
+  {
+    "task_id": "mem_mipnerf360_5f84c46d31489bd1a6b57b7c5c8cbc15280e279f8eb03122abd9362ac7333d13_object",
+    "instance_id": "mem_mipnerf360_5f84c46d31489bd1a6b57b7c5c8cbc15280e279f8eb03122abd9362ac7333d13",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_mipnerf360_5f84c46d31489bd1a6b57b7c5c8cbc15280e279f8eb03122abd9362ac7333d13.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video captures a cluttered kitchen countertop made of dark granite, showcasing a variety of objects including metallic stainless steel bowls with reflective surfaces, orange and red apples in a wooden bowl, blue silicone oven mitts with embossed patterns, a yellow '12 British' egg carton featuring the Union Jack logo, a wooden rolling pin with visible grain, a clear plastic water pitcher, cans of 'Napoleon Chopped Chestnuts', a loaf of bread in a clear plastic bag, and various spices and condiments with labels. The camera pans and tilts across the scene, offering different perspectives of the same general area. Throughout the video, the objects maintain their identity, geometric integrity, texture fidelity, semantic correctness, and appearance consistency, even when partially occluded or re-entering the frame."
+        ],
+        "level_2": [
+          "At the beginning, the camera focuses on a section of the dark granite countertop, highlighting a metallic stainless steel bowl, a wooden rolling pin, and a cluster of orange and red apples in a wooden bowl. Blue silicone oven mitts are placed nearby, and a clear plastic water pitcher is visible in the background. As the camera pans to the middle third, it reveals more of the countertop, including a yellow '12 British' egg carton, a loaf of bread in a clear plastic bag, and several cans of 'Napoleon Chopped Chestnuts'. Toward the end, the camera tilts and pans back to the initial area, ensuring all objects maintain their consistent appearance, color, and texture throughout the movement."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a close-up view of the dark granite countertop, focusing on a metallic stainless steel bowl, a wooden rolling pin, and a wooden bowl filled with orange and red apples. A pair of blue silicone oven mitts rests beside the bowl, and a clear plastic water pitcher is visible in the background. The lighting highlights the reflective surface of the bowl and the grain of the rolling pin.",
+          "20-40%: The camera begins to pan to the right, revealing additional items on the countertop, including a yellow '12 British' egg carton with the Union Jack logo, a loaf of bread in a clear plastic bag, and several cans of 'Napoleon Chopped Chestnuts'. The blue silicone oven mitts remain in view, and the camera movement ensures that the textures and colors of these objects are consistently captured.",
+          "40-60%: Continuing its pan, the camera shifts focus to the left side of the countertop, bringing into view more of the metallic stainless steel bowls and the clear plastic water pitcher. The wooden rolling pin is still visible, and the camera angle changes slightly to provide a different perspective of the apples in the wooden bowl. The overall composition remains cluttered but organized, with each object maintaining its distinct appearance.",
+          "60-80%: The camera pans back toward the center and right side of the countertop, re-emphasizing the '12 British' egg carton, the loaf of bread, and the cans of chestnuts. The blue silicone oven mitts are once again prominently featured, and the camera movement ensures that the Union Jack logo on the egg carton and the embossed patterns on the mitts are clearly visible. The lighting remains consistent, highlighting the textures and colors of the objects.",
+          "80-100%: In the final segment, the camera tilts and pans back to the initial area, revisiting the metallic stainless steel bowl, the wooden rolling pin, and the wooden bowl of apples. The blue silicone oven mitts and the clear plastic water pitcher are also brought back into focus. The video concludes by ensuring that all objects have been consistently represented throughout the entire sequence, maintaining their identity, geometric integrity, texture fidelity, and semantic correctness."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the blue silicone oven mitt maintain its color and shape throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the initial view at 0:08s, does the arrangement of objects match the starting frame?",
+          "options": [
+            "A. Perfectly matches",
+            "B. Slight rearrangement",
+            "C. Significant rearrangement",
+            "D. Unrecognizable"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the '12 British' egg carton consistently visible and identifiable from start to finish?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "During the pan to the right, does the loaf of bread in the plastic bag remain in the same relative position?",
+          "options": [
+            "A. It moves out of frame",
+            "B. It remains static",
+            "C. It shifts slightly but stays recognizable",
+            "D. It becomes unidentifiable"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are the apples in the wooden bowl consistently red and orange, without any apparent color change?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the cylindrical shape of the spice jar remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When viewed from different angles, does the rolling pin appear to have the same length and diameter?",
+          "options": [
+            "A. It appears shorter",
+            "B. It appears longer",
+            "C. It appears distorted",
+            "D. It maintains consistent geometry"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is the metallic sheen on the stainless steel bowl consistent across all views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "Does the wooden bowl containing fruits appear to retain its round shape and proportions?",
+          "options": [
+            "A. It appears flattened",
+            "B. It appears stretched",
+            "C. It retains its shape",
+            "D. It appears tilted unnaturally"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are the edges of the baking tray consistently sharp and defined?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Is the embossed pattern on the blue oven mitt clearly visible in all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "Does the Union Jack logo on the egg carton remain sharp and legible?",
+          "options": [
+            "A. It becomes blurry",
+            "B. It is partially obscured",
+            "C. It remains clear",
+            "D. It disappears"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Are the labels on the spice jars and cans consistently readable?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Does the wood grain on the rolling pin remain visible and consistent?",
+          "options": [
+            "A. It is lost in shadow",
+            "B. It is blurred",
+            "C. It remains distinct",
+            "D. It appears smeared"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Is the glossy reflection on the stainless steel bowl consistent across different lighting conditions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When viewing the egg carton from the side, is the '12 British' text still oriented correctly?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "Does the orientation of the 'Napoleon Chopped Chestnuts' can remain upright and readable?",
+          "options": [
+            "A. It appears upside down",
+            "B. It is sideways",
+            "C. It remains upright",
+            "D. It is rotated 90 degrees"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are the fruits in the wooden bowl shown from a natural, front-facing angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "Does the Union Jack logo on the egg carton maintain its correct orientation when viewed from different angles?",
+          "options": [
+            "A. It rotates with the carton",
+            "B. It remains fixed",
+            "C. It becomes mirrored",
+            "D. It disappears"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Is the text on the spice jar legible from all angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "When the loaf of bread is initially shown and then reappears after being occluded, does it look the same?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "After being partially hidden behind other objects, does the '12 British' egg carton regain its full visibility and clarity?",
+          "options": [
+            "A. It is less clear",
+            "B. It is more clear",
+            "C. It regains full clarity",
+            "D. It is unrecognizable"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the blue oven mitt maintain its appearance when it moves in and out of the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "When the stainless steel bowl is partially covered by another object and then uncovered, is its reflective surface consistent?",
+          "options": [
+            "A. It appears duller",
+            "B. It appears shinier",
+            "C. It remains consistent",
+            "D. It changes color"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Are the apples in the wooden bowl consistently visible and unchanged when they reappear after being occluded?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the metallic stainless steel bowl maintain its identity when it reappears in Segment 5?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:15.107187"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which object must retain its identity across multiple segments due to repeated appearance?",
+          "options": [
+            "A. Wooden rolling pin",
+            "B. Clear plastic water pitcher",
+            "C. Blue silicone oven mitts",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:15.107221"
+        },
+        {
+          "question_id": "28",
+          "type": "multiple_choice",
+          "question": "What aspect of the stainless steel bowl must remain unchanged during camera movement?",
+          "options": [
+            "A. Reflective surface",
+            "B. Color",
+            "C. Shape and proportions",
+            "D. Position"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:15.107240"
+        },
+        {
+          "question_id": "29",
+          "type": "binary",
+          "question": "Are the embossed patterns on the blue silicone oven mitts required to be consistently visible when they reappear?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:15.107248"
+        },
+        {
+          "question_id": "30",
+          "type": "multiple_choice",
+          "question": "Which texture detail is explicitly mentioned as needing consistency?",
+          "options": [
+            "A. Grain of the rolling pin",
+            "B. Logo on the egg carton",
+            "C. Reflection on the bowl",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:15.107255"
+        },
+        {
+          "question_id": "31",
+          "type": "binary",
+          "question": "When the loaf of bread re-enters the frame in Segment 4, must it appear identical to its first appearance?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:15.107261"
+        },
+        {
+          "question_id": "32",
+          "type": "multiple_choice",
+          "question": "What happens to an object when it is occluded and then reappears?",
+          "options": [
+            "A. It may change color",
+            "B. It must recover its original appearance",
+            "C. It can be replaced",
+            "D. It disappears permanently"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:15.107267"
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "Does the camera move back along the same path during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:15.107274"
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "What type of memory is required when the camera returns to the initial area?",
+          "options": [
+            "A. Horizontal loop memory",
+            "B. Path retracing memory",
+            "C. Zoom memory",
+            "D. Vertical perspective memory"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:15.107280"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "mipnerf360",
+    "source_task": "0320",
+    "original_task_id": "mem_mipnerf360_5f84c46d31489bd1a6b57b7c5c8cbc15280e279f8eb03122abd9362ac7333d13_object"
+  },
+  {
+    "task_id": "mem_mipnerf360_575f06997f088dc5824bec5a960459303edd0154e65b3594e29810380ac7ea50_object",
+    "instance_id": "mem_mipnerf360_575f06997f088dc5824bec5a960459303edd0154e65b3594e29810380ac7ea50",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_mipnerf360_575f06997f088dc5824bec5a960459303edd0154e65b3594e29810380ac7ea50.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A circular wooden table with radial slats and a central metal ring sits on a hexagonal stone pavement in a lush garden. A rustic vase filled with dried leaves is placed at the center of the table. The camera slowly pans around the table, capturing it from various angles while maintaining focus on the table's design and the surrounding greenery."
+        ],
+        "level_2": [
+          "The scene opens with a view of the circular wooden table from a slightly elevated angle, showcasing its radial slat design and the central vase with dried leaves. The camera begins to pan to the right, revealing more of the garden's background, including brick walls covered in ivy and various plants. The hexagonal stone pavement beneath the table remains consistent as the camera moves.",
+          "As the camera continues its pan, the focus shifts to the left side of the table, providing a closer look at the intricate details of the wooden slats and the central metal ring. The surrounding garden becomes more prominent, with different types of foliage and a glimpse of a house in the distance. The vase with dried leaves remains a central point of interest.",
+          "The camera completes its pan, offering a top-down view of the table. The radial slats are clearly visible, converging towards the central vase. The hexagonal stone pavement is fully in view, and the garden's greenery surrounds the table, creating a serene and natural setting. The dried leaves in the vase add a touch of rustic charm."
+        ],
+        "level_3": [
+          "The video begins with a close-up of the circular wooden table, highlighting its radial slat design and the central metal ring. A rustic vase containing dried leaves sits prominently in the center. The table is placed on a hexagonal stone pavement, surrounded by lush green grass and various plants. The camera starts to pan slowly to the right, revealing a brick wall covered in ivy and a glimpse of a house in the background.",
+          "As the camera continues its pan, it captures the left side of the table, emphasizing the detailed craftsmanship of the wooden slats and the central metal ring. The surrounding garden becomes more visible, with different types of foliage and a small fence in the distance. The vase with dried leaves remains a focal point, adding a natural element to the scene.",
+          "The camera movement progresses, providing a more comprehensive view of the garden. The table's design is showcased from multiple angles, with the radial slats converging towards the central vase. The hexagonal stone pavement beneath the table is fully visible, and the garden's greenery frames the scene beautifully. The dried leaves in the vase continue to add a rustic touch.",
+          "The camera completes its pan, offering a top-down perspective of the table. The radial slats are clearly defined, leading the eye towards the central vase. The hexagonal stone pavement is prominently displayed, and the garden's lush greenery surrounds the table, creating a tranquil and inviting atmosphere. The dried leaves in the vase remain a constant element, enhancing the natural aesthetic.",
+          "The final shot focuses on the table from directly above, capturing the intricate details of the wooden slats and the central metal ring. The vase with dried leaves is centered, and the hexagonal stone pavement is fully in view. The surrounding garden, with its diverse plant life, completes the serene setting. The camera remains steady, allowing the viewer to appreciate the table's design and the peaceful garden environment."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Is the circular wooden table consistently identifiable across different camera views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the central vase with dried leaves maintain its identity and position on the table?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are there any distortions in the geometric integrity of the table from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Do the surface details of the table and vase remain consistent across all views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are the views from different angles semantically correct and do they accurately represent the main object?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "mipnerf360_full_regen",
+    "category": "spatial_object",
+    "subcategory": "mipnerf360",
+    "source_task": "0320",
+    "original_task_id": "mem_mipnerf360_575f06997f088dc5824bec5a960459303edd0154e65b3594e29810380ac7ea50_object"
+  },
+  {
+    "task_id": "mem_mipnerf360_5f84c46d31489bd1a6b57b7c5c8cbc15280e279f8eb03122abd9362ac7333d13_spatial",
+    "instance_id": "mem_mipnerf360_5f84c46d31489bd1a6b57b7c5c8cbc15280e279f8eb03122abd9362ac7333d13",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_mipnerf360_5f84c46d31489bd1a6b57b7c5c8cbc15280e279f8eb03122abd9362ac7333d13.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video captures a dynamic exploration of a cluttered kitchen countertop, showcasing various food items and appliances such as metal mixing bowls, butternut squash, blue oven mitts, an egg carton, and a blender. The camera performs a horizontal loop-like motion, panning and tilting across the scene while occasionally zooming in and out. As it retraces its path, the video revisits similar areas of the countertop, allowing for consistency checks on object positions and spatial relationships. Background elements, including cabinets and a window view, are intermittently revealed and re-entered as the camera moves, requiring attention to environmental continuity."
+        ],
+        "level_2": [
+          "At the beginning, the camera focuses on the left side of the countertop, highlighting a large metal mixing bowl, butternut squash, and a blue oven mitt. It then pans rightward, revealing more items like an egg carton, a bag of chips, and a blender. In the middle, the camera continues its horizontal movement, exploring the center and right sections of the countertop, including a wooden bowl with fruits and a can of soda. Toward the end, the camera retraces its path, revisiting earlier areas and providing a comprehensive overview of the entire countertop, ensuring spatial and environmental consistency."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a close-up view of the left side of the countertop, focusing on a large metal mixing bowl, several butternut squashes, and a blue oven mitt. The camera begins its horizontal pan to the right, capturing the initial layout of the scene.",
+          "20-40%: As the camera continues its pan, it reveals more items on the countertop, including an egg carton, a bag of chips, and a blender. The focus shifts toward the center of the countertop, showcasing additional objects like a wooden bowl with fruits and a can of soda.",
+          "40-60%: The camera reaches the right side of the countertop, displaying a variety of items such as a loaf of bread in a plastic bag, a knife, and a bag of pasta. It then begins to retrace its path, moving back toward the left side of the countertop.",
+          "60-80%: The camera retraces its earlier path, revisiting the center and left sections of the countertop. It captures the same objects from slightly different angles, emphasizing the consistency of their positions and the overall layout of the scene.",
+          "80-100%: Toward the end, the camera completes its loop by returning to the starting point on the left side of the countertop. It provides a final overview of the entire scene, ensuring that all spatial relationships and background elements remain consistent with the earlier views."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera revisit the initial view of the metal mixing bowl and butternut squash after panning away?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary direction of camera movement during the first few seconds?",
+          "options": [
+            "A. Clockwise horizontal pan",
+            "B. Counter-clockwise horizontal pan",
+            "C. Vertical tilt only",
+            "D. Zigzag pattern"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is there evidence of the camera completing a full 360-degree horizontal rotation around the central area of the countertop?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "After the initial pan, which object reappears in the frame as the camera returns to a previous angle?",
+          "options": [
+            "A. The blue oven mitts",
+            "B. The egg carton",
+            "C. The blender",
+            "D. The fruit bowl"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the relative position of the butternut squash and the metal bowl remain consistent when the camera revisits that area?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "When the camera retraces its path, do the objects on the countertop appear in the same relative positions as before?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which object is consistently visible in the foreground during multiple camera retracements?",
+          "options": [
+            "A. The rolling pin",
+            "B. The blue oven mitts",
+            "C. The egg carton",
+            "D. The fruit bowl"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera return to the exact same viewpoint after panning left and then right?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "During the camera's retraced path, what remains constant in terms of object visibility?",
+          "options": [
+            "A. The presence of the blender",
+            "B. The presence of the blue oven mitts",
+            "C. The presence of the egg carton",
+            "D. The presence of the fruit bowl"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are there any noticeable changes in the arrangement of items on the countertop between the first and subsequent views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "When the camera re-enters the background area previously seen on the left side of the frame, are the wooden cabinets and stove still visible and unchanged?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "What remains consistent in the background when the camera revisits the area behind the fruit bowl?",
+          "options": [
+            "A. The potted plant",
+            "B. The kitchen utensils",
+            "C. The window view",
+            "D. The stove and cabinets"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Is the reflection of the kitchen appliances in the glass surface consistent when the camera revisits the same area?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Which background element re-enters the frame and remains visually consistent upon re-entry?",
+          "options": [
+            "A. The blue oven mitts",
+            "B. The egg carton",
+            "C. The kitchen cabinets",
+            "D. The fruit bowl"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the lighting and shadow pattern on the countertop remain consistent when the camera revisits the same area?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When the camera zooms in on the fruit bowl, do the fruits appear larger but maintain their relative proportions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "After zooming out from the countertop, do the objects appear smaller but retain their original spatial relationships?",
+          "options": [
+            "A. Yes",
+            "B. No",
+            "C. Partially",
+            "D. It depends on the object"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Does the size of the blue oven mitts appear consistent when viewed from different zoom levels?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "When the camera zooms in on the egg carton, does it appear disproportionately large compared to other nearby objects?",
+          "options": [
+            "A. Yes",
+            "B. No",
+            "C. Slightly",
+            "D. It depends on the zoom level"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Is there any evidence of distortion or inconsistent scaling when the camera transitions between zoom levels?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "mipnerf360",
+    "source_task": "0320",
+    "original_task_id": "mem_mipnerf360_5f84c46d31489bd1a6b57b7c5c8cbc15280e279f8eb03122abd9362ac7333d13_spatial"
+  },
+  {
+    "task_id": "mem_tnt_5c230d78880b8c91f83954320759a4299ec025506ae677331c26e6220c455d3f_object",
+    "instance_id": "mem_tnt_5c230d78880b8c91f83954320759a4299ec025506ae677331c26e6220c455d3f",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_5c230d78880b8c91f83954320759a4299ec025506ae677331c26e6220c455d3f.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A camera slowly orbits around a bronze family statue situated in a serene campus courtyard. The statue, featuring a kneeling man reaching up to a standing woman holding a child, is crafted with detailed drapery and exhibits a dark bronze color with greenish patina on certain areas. The base of the statue bears inscriptions: 'IN CELEBRATION OF FAMILY' and the names 'Louis and Dorina Bruteau'. As the camera moves, various perspectives highlight the emotional bond depicted in the statue's pose, while the background reveals a well-maintained environment with brick pathways, wooden benches, lush green hedges, palm trees, and distant buildings. Pedestrians occasionally walk by, adding life to the tranquil setting."
+        ],
+        "level_2": [
+          "The video begins with a close-up view of the bronze family statue, focusing on the intricate details of the figures—a kneeling man, a standing woman holding a child, and their expressive poses. The camera starts its orbit from the side, gradually revealing more of the circular courtyard, including wooden benches, manicured hedges, and a tall palm tree. As the camera continues its movement, the full base of the statue comes into view, displaying the inscriptions 'IN CELEBRATION OF FAMILY' and the names 'Louis and Dorina Bruteau'. The middle portion of the video showcases the statue from multiple angles, emphasizing the texture of the bronze and the emotional depth of the scene, with the background transitioning from a building entrance to open green spaces and pathways.",
+          "In the middle section, the camera has completed half of its orbit around the statue, now showing it from the opposite side. The focus remains on the statue's detailed craftsmanship, particularly the flowing robes and the tender interaction between the figures. The background features a mix of architectural elements, including a building with large windows and a red-tiled roof, as well as more greenery and additional benches. The camera continues to move smoothly, maintaining a steady pace that allows viewers to appreciate the statue's form and the surrounding environment. Pedestrians can be seen walking along the pathways in the distance, contributing to the sense of a living, breathing space.",
+          "Toward the end of the video, the camera completes its full orbit, returning to the initial viewpoint near the building entrance. The final perspective offers a comprehensive view of the statue, highlighting both the front and back details, including the inscriptions on the base. The surrounding area is shown in its entirety, with the brick-paved courtyard, benches, and lush landscaping creating a harmonious setting. The video concludes with a lingering shot of the statue, capturing the interplay of light and shadow on its surface, and the peaceful ambiance of the campus environment."
+        ],
+        "level_3": [
+          "The video opens with a close-up of the bronze family statue, capturing the kneeling man, standing woman, and child in a moment of familial connection. The camera begins its slow orbit from the left side, revealing the circular courtyard with wooden benches, a tall palm tree, and neatly trimmed hedges. The initial angle emphasizes the statue's detailed drapery and the greenish patina on the bronze, while the background shows a building entrance with large glass windows.",
+          "As the camera moves to the right, it continues its orbit, showcasing the statue from different angles. The middle section focuses on the base of the statue, where the inscriptions 'IN CELEBRATION OF FAMILY' and 'Louis and Dorina Bruteau' are clearly visible. The background transitions to include more greenery, a pathway, and distant buildings with red-tiled roofs. The smooth camera movement allows for a continuous appreciation of the statue's texture and the serene campus setting.",
+          "The camera continues its orbit, now showing the statue from the rear, highlighting the flowing robes and the tender pose of the figures. The background features a mix of architectural elements, including a building with large windows and a red-tiled roof, as well as more greenery and additional benches. The camera maintains a steady pace, ensuring that the viewer can fully appreciate the statue's form and the surrounding environment.",
+          "As the camera completes its orbit, it returns to the initial viewpoint near the building entrance. The final segment focuses on the front of the statue, capturing the interplay of light and shadow on its surface. The surrounding area is shown in its entirety, with the brick-paved courtyard, benches, and lush landscaping creating a harmonious setting. Pedestrians can be seen walking along the pathways in the distance, adding life to the tranquil scene.",
+          "The video concludes with a lingering shot of the statue, capturing the emotional depth of the scene and the peaceful ambiance of the campus environment. The final perspective offers a comprehensive view of the statue, highlighting both the front and back details, including the inscriptions on the base. The surrounding area is shown in its entirety, with the brick-paved courtyard, benches, and lush landscaping creating a harmonious setting."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the statue retain its recognizable form (three human figures in specific poses) from all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "When viewed from directly behind, does the statue still represent the same family group (man, woman, child)?",
+          "options": [
+            "A. Yes, the forms are clearly distinguishable",
+            "B. No, the forms merge into an indistinct shape",
+            "C. The child is no longer visible",
+            "D. The man and woman switch positions"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the inscriptions on the base consistently legible from all viewing angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "From the side view, can you still identify the statue as the same object shown from the front?",
+          "options": [
+            "A. Yes, the proportions and poses are consistent",
+            "B. No, the perspective makes it look like a different statue",
+            "C. The child figure is missing",
+            "D. The man appears to be standing"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the overall color and patina of the bronze remain consistent across different lighting conditions and angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the statue's form appear warped or stretched at any point during the camera movement?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When the camera is closest to the statue, do the proportions of the figures (man, woman, child) appear accurate?",
+          "options": [
+            "A. Yes, they are proportionally correct",
+            "B. No, the figures appear disproportionate",
+            "C. The child looks disproportionately large",
+            "D. The man appears unnaturally tall"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is there any evidence of the statue's geometry being altered by the camera movement (e.g., fisheye effect distorting the shapes)?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "From the 360-degree orbit, does the statue's three-dimensional form remain stable and correctly represented?",
+          "options": [
+            "A. Yes, the form is consistently stable",
+            "B. No, the form appears inconsistent from different sides",
+            "C. The child figure disappears at certain angles",
+            "D. The woman's figure becomes unrecognizable"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the statue's base remain level and properly oriented throughout the camera movement?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Are the details in the drapery of the clothing (folds, creases) consistently visible and sharp from all angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When viewing the inscriptions on the base from different angles, are the letters consistently clear and readable?",
+          "options": [
+            "A. Yes, the text remains sharp and legible",
+            "B. No, the text becomes blurry or unreadable",
+            "C. The text is only clear from the front",
+            "D. The text appears reversed"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the greenish patina on the bronze surface appear consistently across different parts of the statue?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "As the camera moves closer to the statue, do the fine textures (e.g., hair, fabric folds) become more detailed and sharper?",
+          "options": [
+            "A. Yes, finer details are revealed",
+            "B. No, the details become less distinct",
+            "C. The texture appears smoothed out",
+            "D. The texture becomes artificially enhanced"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Are there any instances where the statue's surface texture appears inconsistent or distorted due to camera movement?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When viewed from behind, does the statue still depict a mother, father, and child, or does it appear as a different scene?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "From the side view, is the child positioned between the man and woman, or does it appear separately?",
+          "options": [
+            "A. The child is between them, maintaining the family grouping",
+            "B. The child appears separate from the couple",
+            "C. The child is no longer visible",
+            "D. The child switches places with the man"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Does the statue ever show a part of the object that contradicts its known structure (e.g., a second face on the back)?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "When viewed from below, does the statue maintain the correct orientation of the figures (e.g., the man is still kneeling)?",
+          "options": [
+            "A. Yes, the orientation is semantically correct",
+            "B. No, the figures appear inverted",
+            "C. The man appears standing",
+            "D. The child is upside down"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Are the relative positions of the figures (man kneeling, woman standing, child held) preserved from all angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the statue consistently depict a kneeling man, standing woman, and child throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:44.425561"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which figures are consistently present in all segments of the video?",
+          "options": [
+            "A. A man, woman, and child",
+            "B. Two men and a child",
+            "C. A woman and two children",
+            "D. Three adults"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:44.425584"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Is the greenish patina on the bronze statue visible and consistent across multiple angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:44.425591"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "What detail is emphasized as remaining consistent across views?",
+          "options": [
+            "A. The color of the sky",
+            "B. The texture of the drapery",
+            "C. The size of the benches",
+            "D. The number of pedestrians"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:44.425596"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Are the emotional expressions and interactions between the figures preserved across different camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:44.425600"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the camera complete a full orbit and return to the initial viewpoint?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:44.425605"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Where does the camera start and end its orbit?",
+          "options": [
+            "A. Near the building entrance",
+            "B. At the back of the statue",
+            "C. By the palm tree",
+            "D. In front of a bench"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:44.425609"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Do background elements like the building entrance and palm tree reappear consistently when the camera returns to the starting point?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:44.425613"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "Which background feature is consistently shown at both the beginning and end of the video?",
+          "options": [
+            "A. Red-tiled roof",
+            "B. Building entrance with glass windows",
+            "C. Wooden bench",
+            "D. Child playing"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:44.425617"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_5c230d78880b8c91f83954320759a4299ec025506ae677331c26e6220c455d3f_object"
+  },
+  {
+    "task_id": "mem_tnt_347b192573971cc541124018fe08d0198d80de2b7133ef1be6bf93a51771450e_object",
+    "instance_id": "mem_tnt_347b192573971cc541124018fe08d0198d80de2b7133ef1be6bf93a51771450e",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_347b192573971cc541124018fe08d0198d80de2b7133ef1be6bf93a51771450e.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A dynamic video showcasing a large, dark metallic bronze horse statue in a rearing pose, with its front left leg raised and detailed mane and tail. The statue is mounted on a light beige rectangular pedestal featuring a plaque with text. The camera smoothly orbits around the statue, capturing it from various angles against a backdrop of a well-maintained campus-like setting with green lawns, palm trees, modern buildings, and a visible street with parked cars and pedestrians. The reflective surface of the bronze captures the surrounding environment, emphasizing texture fidelity and geometric integrity as the viewpoint changes."
+        ],
+        "level_2": [
+          "The video opens with a close-up view of the bronze horse statue, highlighting its rearing pose and intricate details such as the flowing mane and muscular anatomy. The camera begins to pan around the statue, revealing the light beige pedestal with a plaque inscribed with text. As the orbit continues, the background comes into view, showcasing a serene campus environment with lush green grass, tall palm trees, and modern architectural buildings. The reflective bronze surface mirrors the surroundings, maintaining consistent identity and texture throughout the movement.",
+          "In the middle section, the camera continues its smooth circular motion around the statue, offering a comprehensive view of its dynamic form from multiple perspectives. The focus remains on the statue's geometric integrity, ensuring that its proportions and shape remain consistent despite the changing angles. The background reveals more of the campus setting, including pathways, additional greenery, and distant buildings, all while the reflective quality of the bronze continues to capture the light and details of the environment.",
+          "Toward the end, the camera completes its orbit, returning to a view similar to the opening shot but from a slightly different angle. The full context of the statue's placement within the campus is now clear, with the street, parked cars, and pedestrians visible in the distance. The video emphasizes the statue's identity persistence, with the reflective surface consistently capturing the vibrant surroundings. The final frames provide a lingering appreciation of the statue's artistry and its harmonious integration into the environment."
+        ],
+        "level_3": [
+          "The video begins with a close-up of the bronze horse statue, focusing on its rearing pose and detailed features like the mane and tail. The camera starts to pan, revealing the light beige pedestal with a plaque. The initial movement sets the stage for the exploration of the statue's reflective surface and the surrounding campus environment, which includes green lawns and palm trees.",
+          "As the camera continues to move, it captures the statue from various angles, emphasizing its geometric integrity and the consistency of its shape. The background becomes more visible, showing modern buildings and pathways within the campus. The reflective bronze surface mirrors the environment, maintaining texture fidelity and providing a dynamic interplay of light and shadow.",
+          "The camera further orbits around the statue, offering a comprehensive view of its form and the surrounding area. The focus remains on the statue's identity persistence, with the reflective surface continuously capturing the details of the environment. The background reveals more of the campus, including additional greenery and distant buildings, enhancing the sense of place.",
+          "In the next phase, the camera completes its circular motion, bringing the viewer closer to the statue once again. The full context of the statue's placement within the campus is now evident, with the street, parked cars, and pedestrians visible in the distance. The reflective quality of the bronze continues to highlight the vibrant surroundings, ensuring a cohesive visual experience.",
+          "The video concludes with a final orbit around the statue, returning to a view similar to the opening shot but from a slightly different angle. The complete appreciation of the statue's artistry and its harmonious integration into the environment is emphasized, with the reflective surface consistently capturing the light and details of the surroundings. The final frames leave a lasting impression of the statue's dynamic presence and the serene campus setting."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the statue retain its dark metallic bronze appearance from all viewing angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "When viewed from directly behind, does the statue still clearly represent a horse?",
+          "options": [
+            "A. Yes, showing the back of the horse",
+            "B. No, it looks like a different animal",
+            "C. It's unrecognizable",
+            "D. Only the front is visible"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the rearing pose of the horse consistent across all camera movements?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "When the camera zooms in closely on the front of the statue, are the details of the mane and facial features sharp and clear?",
+          "options": [
+            "A. Very sharp and clear",
+            "B. Slightly blurred",
+            "C. Indistinct",
+            "D. Unrecognizable"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the statue appear to have the same physical properties (e.g., solidity, reflective surface) when viewed from close-up versus far away?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the horse's body appear proportionally correct from all angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When the camera is very close to the side of the statue, does the horse's form look stretched or warped?",
+          "options": [
+            "A. Yes, it appears stretched",
+            "B. No, it maintains its proportions",
+            "C. It's too blurry to tell",
+            "D. It looks like a different object"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is the rearing posture of the horse maintained without any apparent deformation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "From a low-angle shot looking up at the horse, does the structure of the statue appear stable and intact?",
+          "options": [
+            "A. Yes, perfectly stable",
+            "B. No, it seems unstable",
+            "C. It's unclear",
+            "D. It appears to be breaking apart"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the statue's base (the pedestal) maintain its rectangular shape and position relative to the horse throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Are the reflections on the statue's surface consistent with its metallic material?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When the camera is closest to the statue, are the fine details of the horse's mane and tail visible?",
+          "options": [
+            "A. Yes, very detailed",
+            "B. No, they are smoothed out",
+            "C. They are indistinct",
+            "D. They are missing"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Is the plaque on the front of the pedestal consistently readable from different distances?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "As the camera moves, do the highlights and shadows on the statue's surface change smoothly without artifacts?",
+          "options": [
+            "A. Yes, naturally",
+            "B. No, there are unnatural artifacts",
+            "C. The texture becomes washed out",
+            "D. The texture becomes overly dark"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the overall reflective quality of the bronze material remain consistent across all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "From the rear view, does the object still clearly represent the back of a horse?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "When viewed from the side, does the statue resemble a horse in profile?",
+          "options": [
+            "A. Yes, perfectly",
+            "B. No, it looks like a camel",
+            "C. It's ambiguous",
+            "D. It looks like a human figure"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Is the statue never shown from an angle that makes it look like a completely different animal or object?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "When the camera is directly above the statue, what does it predominantly show?",
+          "options": [
+            "A. The top of the horse's head and mane",
+            "B. The underside of the horse",
+            "C. A bird's-eye view of the pedestal",
+            "D. A flat, two-dimensional shape"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Does the statue ever appear to have a second face or multiple faces when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the prompt require the horse statue to maintain its identity across all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:09.524940"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the requirement for the horse statue's identity?",
+          "options": [
+            "A. It should change appearance based on lighting",
+            "B. It should remain visually consistent across views",
+            "C. It should morph into another object",
+            "D. It should disappear when occluded"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:09.524975"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Is it required that the horse statue maintains correct proportions during the camera orbit?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:09.524987"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "What aspect of the statue must remain stable during the camera movement?",
+          "options": [
+            "A. Its color",
+            "B. Its size relative to background",
+            "C. Its geometric structure",
+            "D. Its reflection only"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:09.524994"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Must the intricate details of the horse's mane and tail remain visible and consistent?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:09.525002"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the camera complete a full orbit and return to a view similar to the start?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:09.525010"
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "When the camera returns to a previous angle, must the background remain consistent?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:09.525031"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Does the reflective surface of the bronze horse statue show the surrounding campus environment, including palm trees, buildings, and green lawns?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt explicitly states that the reflective bronze surface mirrors the surroundings, capturing details of the environment such as palm trees, modern buildings, and green lawns, indicating content consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517670"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "Which of the following objects should be visible in the reflection of the bronze horse statue when the camera is positioned on the side facing the street?",
+          "options": [
+            "A. The plaque on the pedestal",
+            "B. Pedestrians and parked cars",
+            "C. The rear legs of the horse",
+            "D. The sky above the statue"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "When the camera faces the side toward the street, the reflection should include elements from that direction—pedestrians and parked cars—as described in Segment 3 and Level 2/3 prompts. The plaque and rear legs are not in the reflected field of view from that angle.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517705"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Is the reflection of the modern buildings visible when the camera orbits to the side of the statue facing those structures?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "As the camera moves around the statue, it reveals modern buildings in the background (Segment 2), and the prompt emphasizes that the reflective surface captures the environment. Therefore, the buildings should appear in the reflection when facing them.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517722"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "What should be reflected in the statue’s surface when the camera is directly behind the horse, looking forward?",
+          "options": [
+            "A. The back of the pedestal and the plaque",
+            "B. The front of the horse and the approaching path",
+            "C. The distant buildings and palm trees",
+            "D. The camera operator"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "From behind the horse, the reflection would logically show the front of the statue and the forward-facing environment, such as the path leading up to it. The plaque is on the front face of the pedestal, so it wouldn't be visible from behind. The reflection must align with the actual spatial orientation.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517730"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Does the reflection include pedestrians and parked cars only when they are visible in the actual scene?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt describes pedestrians and cars appearing in the distance during later segments. Since reflections must mirror real-world visibility, these objects should only appear in the reflection when they are actually present in the scene.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517736"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "When the camera returns to a view similar to the opening shot in Segment 5, does the reflection still show the same environmental elements as seen at the beginning?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt notes that the final frames return to a view similar to the opening but from a slightly different angle. Since the environment remains consistent across time, the reflection should also remain temporally consistent unless the scene changes.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517765"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "If the camera completes its orbit and returns to a previous position, how should the reflection change?",
+          "options": [
+            "A. It should be identical to the earlier reflection",
+            "B. It should be darker due to lighting shift",
+            "C. It should reflect new objects not previously seen",
+            "D. It should fade out"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Since the environment is static and no temporal changes (e.g., moving clouds or people) are mentioned, returning to the same viewpoint should result in an identical reflection, assuming no external changes occurred.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517772"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "Does the reflection maintain consistency across all segments (Level 2 and Level 3) when the same environment is visible?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Both Level 2 and Level 3 describe the same environment and camera movement. The prompt emphasizes identity persistence and consistent reflection throughout, implying temporal stability in the reflection content.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517779"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "In Segment 1, the reflection shows palm trees and grass. In Segment 4, the same area is visible again. What should the reflection show?",
+          "options": [
+            "A. Only the horse’s features",
+            "B. Palm trees and grass, consistent with Segment 1",
+            "C. A distorted version of the scene",
+            "D. The sky and clouds only"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Since the environment hasn’t changed between Segment 1 and Segment 4, and the camera revisits the same area, the reflection must remain consistent. The prompt emphasizes 'identity persistence' and 'consistent reflection,' supporting this answer.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517785"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "If the lighting conditions were to change over time, would the reflection update accordingly? (Assume based on prompt logic)",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Although the prompt doesn’t mention changing light, reflections are inherently dependent on lighting. If lighting shifted, the reflection would need to update. However, since the prompt implies stable lighting (no mention of time-of-day shifts), the reflection remains consistent across time.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517792"
+          }
+        },
+        {
+          "question_id": "38",
+          "type": "binary",
+          "question": "As the camera moves around the statue, does the reflection update to show the correct portion of the environment from each new angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt states that the camera smoothly orbits and the reflective surface captures the surrounding environment. This implies dynamic updating of the reflection based on camera viewpoint, ensuring viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517799"
+          }
+        },
+        {
+          "question_id": "39",
+          "type": "multiple_choice",
+          "question": "When the camera is on the left side of the statue, what part of the environment should be reflected?",
+          "options": [
+            "A. The right side of the campus and buildings",
+            "B. The left side of the campus and nearby palm trees",
+            "C. The back of the statue and the pedestal",
+            "D. The sky only"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "From the left side, the reflection should show the environment to the left of the statue. Based on the description, this includes nearby palm trees and parts of the campus. The reflection must match the actual spatial arrangement.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517806"
+          }
+        },
+        {
+          "question_id": "40",
+          "type": "binary",
+          "question": "When the camera moves from a close-up to a wide-angle view, does the reflection expand to include more of the surrounding environment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera pulls back, more of the environment becomes visible, and the reflective surface should capture a broader view. The prompt mentions increasing visibility of the campus, which supports expanding reflection content.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517812"
+          }
+        },
+        {
+          "question_id": "41",
+          "type": "multiple_choice",
+          "question": "If the camera returns to the original position after completing a full orbit, should the reflection appear exactly as it did at the start?",
+          "options": [
+            "A. Yes, if the environment hasn’t changed",
+            "B. No, because the camera is now slightly higher",
+            "C. Yes, even if the camera height changed",
+            "D. No, because the reflection always distorts"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt says the final view is 'similar to the opening shot but from a slightly different angle.' This suggests minor positional differences, but if the environment is unchanged, the reflection should be nearly identical. Minor variations may occur due to angle, but overall consistency is expected.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517823"
+          }
+        },
+        {
+          "question_id": "42",
+          "type": "binary",
+          "question": "Does the reflection accurately depict the relative positions of objects (e.g., buildings behind palm trees) when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt emphasizes geometric integrity and texture fidelity, suggesting that reflections must respect spatial relationships. Thus, the reflection should correctly show depth and object placement relative to the viewer’s angle.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517830"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_347b192573971cc541124018fe08d0198d80de2b7133ef1be6bf93a51771450e_object"
+  },
+  {
+    "task_id": "mem_tnt_a4764f2ff7a08c7d8dae83b3891516592f4b7eb732e6e4e645a235b8aa04138f_object",
+    "instance_id": "mem_tnt_a4764f2ff7a08c7d8dae83b3891516592f4b7eb732e6e4e645a235b8aa04138f",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_a4764f2ff7a08c7d8dae83b3891516592f4b7eb732e6e4e645a235b8aa04138f.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a classical-style monument situated in a park setting. The monument features a white marble base with multiple tiers and steps, supporting four fluted columns that form an open-air, columned structure. Within this structure is a bronze seated statue of a figure, centrally positioned. An inscription panel is visible on the front face of the base, and decorative sculptural elements, including a spire and winged figures, adorn the top. The camera moves around the monument, capturing it from various angles and distances, highlighting its geometric integrity and texture fidelity. The surrounding environment includes grassy areas, trees, and pathways, with lighting conditions changing throughout the video, from overcast to sunlit scenes."
+        ],
+        "level_2": [
+          "At the beginning, the video focuses on the lower portion of the monument, revealing its white marble base with tiered steps. The camera slowly tilts upward, unveiling the four fluted columns and the bronze seated statue within the open-air structure. The inscription panel on the base becomes visible as the camera continues to ascend. In the middle, the camera pans around the monument, showing the decorative sculptural elements at the top, including a spire and winged figures. The surrounding park environment, with its green grass, trees, and pathways, is consistently present. Toward the end, the video captures the monument from a higher angle, emphasizing its full height and the interplay of light and shadow on its surface, with the sky transitioning from overcast to clearer, sunlit conditions.",
+          "In the first third, the video begins with a close-up of the monument's base, gradually moving upwards to reveal the intricate details of the white marble structure and the bronze statue. The middle section shows the camera circling the monument, providing a comprehensive view of its design, including the inscription panel and the ornate top decorations. The final third focuses on the upper part of the monument, capturing the spire and winged figures against the sky, with the surrounding park landscape framing the scene. The lighting shifts subtly, enhancing the textures and contours of the monument.",
+          "The video starts by focusing on the lower steps and base of the monument, highlighting the white marble construction and the inscription panel. As the camera moves upward, the four fluted columns and the central bronze statue come into view, showcasing the monument's classical design. The middle part of the video captures the monument from various angles, emphasizing the decorative elements at the top and the surrounding park environment. In the final third, the camera ascends further, presenting a full view of the monument against the sky, with the lighting conditions changing to reflect different times of day."
+        ],
+        "level_3": [
+          "The video opens with a close-up of the monument's base, focusing on the white marble steps and the inscription panel. The camera slowly tilts upward, revealing the four fluted columns and the bronze seated statue within the open-air structure. The initial frames capture the monument from a low angle, emphasizing its grandeur and the detailed craftsmanship of the marble.",
+          "As the video progresses, the camera begins to pan around the monument, providing a 360-degree view of its design. The middle frames highlight the decorative sculptural elements at the top, including the spire and winged figures, while also showcasing the surrounding park environment with its lush greenery and pathways. The lighting remains consistent, with a mix of overcast and sunlit conditions.",
+          "In the next segment, the camera continues to circle the monument, focusing on the upper sections and the intricate details of the sculptures. The frames capture the monument from various angles, emphasizing its geometric integrity and the texture of the marble. The background remains a serene park setting, with trees and pathways visible throughout.",
+          "Toward the end of this segment, the camera ascends to capture the full height of the monument, showcasing the spire and winged figures against the sky. The lighting shifts to a brighter, sunlit condition, highlighting the monument's details and creating dynamic shadows. The surrounding park environment remains a constant backdrop, adding to the overall composition.",
+          "The final segment focuses on the monument from a high angle, capturing the interplay of light and shadow on its surface. The camera then moves to a lower angle, providing a comprehensive view of the entire monument against the sky. The video concludes with a wide shot of the monument in its entirety, framed by the park's greenery and pathways, under varying lighting conditions."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the monument retain its white marble color and bronze statue appearance throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the initial viewpoint after panning around the monument, does the monument appear identical to its original state?",
+          "options": [
+            "A. Completely identical",
+            "B. Slightly different due to lighting",
+            "C. Noticeably altered",
+            "D. Unrecognizable"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the key visual features (columns, statue, inscription) consistently visible and recognizable from all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "If the video looped back to the starting frame, would the monument look exactly the same as it did at the beginning?",
+          "options": [
+            "A. Yes, pixel-for-pixel identical",
+            "B. Visually identical but with minor lighting differences",
+            "C. Different due to occlusion",
+            "D. Unidentifiable"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the monument's identity remain consistent even when partially obscured by trees or other elements in the background?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the monument's structure appear geometrically consistent when viewed from the front versus the side?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When the camera tilts up to show the top of the monument, does the spire and winged figures maintain their correct proportions and spatial relationships?",
+          "options": [
+            "A. Perfectly maintained",
+            "B. Slightly distorted",
+            "C. Noticeably warped",
+            "D. Unrecognizable"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is there any apparent stretching or compression of the monument's form as the camera moves closer or farther away?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "How does the monument's geometry appear when viewed from directly below compared to a frontal view?",
+          "options": [
+            "A. Identical",
+            "B. Slightly foreshortened",
+            "C. Significantly distorted",
+            "D. Unrecognizable"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the monument's base, columns, and statue maintain their relative positions and shapes throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Is the text on the inscription panel legible from the front view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When the camera is close to the base, are the fine details of the marble texture and the bronze statue's surface clearly visible?",
+          "options": [
+            "A. Very clear",
+            "B. Somewhat clear",
+            "C. Blurred",
+            "D. Not visible"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the lighting change cause any loss of detail in the monument's textures?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "When the sun is behind the monument creating a silhouette, are the general shapes and forms still discernible?",
+          "options": [
+            "A. Fully discernible",
+            "B. Partially discernible",
+            "C. Barely discernible",
+            "D. Not discernible"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Are the decorative elements like the wreath medallion and winged figures at the top consistently detailed and sharp?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When viewing the monument from the side, is the correct side of the structure shown, not a mirrored or incorrect face?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "From a low-angle shot looking up, is the statue's posture and orientation semantically correct (e.g., sitting position remains consistent)?",
+          "options": [
+            "A. Perfectly correct",
+            "B. Slightly incorrect",
+            "C. Noticeably incorrect",
+            "D. Unrecognizable"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "When the camera shows the top of the monument, are the figures and spire presented in a way that matches their expected semantic roles (e.g., a spire on top, not a base)?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "If the video were to show the back of the monument, would it display a semantically correct rear view (e.g., no faces on the back)?",
+          "options": [
+            "A. Yes, it would show the back",
+            "B. No, it wouldn't show the back",
+            "C. It would show a mirror image",
+            "D. It would show an incorrect front view"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Are the relative positions of the columns, statue, and top elements semantically correct from all angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the monument's shadow move realistically with the changing light conditions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "How does the monument appear under direct sunlight versus overcast lighting?",
+          "options": [
+            "A. Brighter and more contrasted",
+            "B. Softer and more muted",
+            "C. Identical in appearance",
+            "D. Distorted in shape"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Are there any reflections or lens artifacts that significantly alter the appearance of the monument?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "When the sun flares behind the monument, does it create a visually pleasing halo effect without obscuring the monument entirely?",
+          "options": [
+            "A. Yes, it creates a halo",
+            "B. No, it completely obscures the monument",
+            "C. It creates a glare but preserves form",
+            "D. It causes distortion"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Does the monument maintain a consistent presence in the frame despite camera movement?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the bronze seated statue maintain its identity when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:18.460728"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which element of the monument is consistently referenced across all segments?",
+          "options": [
+            "A. The red flag on top",
+            "B. The bronze seated statue",
+            "C. The blue sky",
+            "D. The moving crowd"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:18.460764"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Do the four fluted columns maintain their structural alignment throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:18.460776"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "What aspect of the monument must remain stable during camera motion?",
+          "options": [
+            "A. Color of the grass",
+            "B. Number of columns",
+            "C. Size of the trees",
+            "D. Sky brightness"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:18.460784"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Are intricate details like fluted columns visible under varying lighting conditions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:18.460791"
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "Which detail must be preserved in texture fidelity across segments?",
+          "options": [
+            "A. The color of the sky",
+            "B. The fluting on the columns",
+            "C. The number of pathways",
+            "D. The position of the sun"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:18.460797"
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Is the monument’s perspective consistent with real-world physics when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:18.460804"
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "Does the camera return to the initial view after completing a full rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:18.460816"
+        },
+        {
+          "question_id": "34",
+          "type": "binary",
+          "question": "Does the camera move vertically from base to spire while maintaining spatial coherence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:18.460824"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_a4764f2ff7a08c7d8dae83b3891516592f4b7eb732e6e4e645a235b8aa04138f_object"
+  },
+  {
+    "task_id": "mem_tnt_244802e503a003b212b2da2e7e2265cc15a97b19ec1933487096f94417132017_object",
+    "instance_id": "mem_tnt_244802e503a003b212b2da2e7e2265cc15a97b19ec1933487096f94417132017",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_244802e503a003b212b2da2e7e2265cc15a97b19ec1933487096f94417132017.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A bronze statue of a seated man reading a book is the central focus of this video. The statue, with a greenish patina in its crevices, depicts a male figure in classical robes, holding an open book on his lap and sitting on a rock-like base. The camera moves around the statue in a continuous orbit, providing various perspectives from front to back and side angles. The statue is located in a circular stone fountain plaza surrounded by lush green grass, mature trees, and vibrant flowering beds. As the camera circles, the lighting highlights the intricate textures of the statue's surface, including the detailed folds of the robes and any inscriptions on the base. The background features a large, elegant building with multiple windows and a tiled roof, partially obscured by the surrounding greenery. The video maintains a consistent focus on the statue, ensuring its identity, geometric integrity, and texture fidelity are preserved throughout the dynamic camera movement."
+        ],
+        "level_2": [
+          "The video opens with a view of a bronze statue of a seated man reading a book, positioned in a circular stone fountain plaza. The statue, characterized by its greenish patina and classical robes, is the focal point as the camera begins to move around it. In the first third, the camera approaches the statue from a frontal perspective, gradually circling to the right, revealing more of the surrounding environment, including the well-manicured lawn, flowering beds, and the large building in the background. The lighting accentuates the statue's textured surface and the details of its attire.",
+          "As the video progresses into the middle third, the camera continues its orbit around the statue, now showing it from the rear and side angles. The statue's geometric integrity is maintained, with no apparent distortion or warping. The viewer can observe the intricate details of the book in the man's hands and the sculpted folds of his robes. The background remains consistent, with the green grass, trees, and flowering beds framing the scene, while the large building provides a stately backdrop. The camera movement is smooth, ensuring a seamless transition between different viewpoints.",
+          "In the final third of the video, the camera completes its orbit around the statue, returning to a frontal view similar to the opening shot. The focus remains on the statue's identity persistence, with all key features—its seated posture, the book on its lap, and the rock-like base—remaining clearly visible. The video concludes with a comprehensive view of the statue, emphasizing its texture fidelity and semantic correctness from all angles. The surrounding environment, including the circular stone plaza, green grass, and flowering beds, remains a constant, enhancing the serene and contemplative atmosphere of the scene."
+        ],
+        "level_3": [
+          "At the beginning of the video, the camera presents a frontal view of the bronze statue of a seated man reading a book. The statue, with its greenish patina and classical robes, is situated in a circular stone fountain plaza. The surrounding area is lush with green grass, mature trees, and colorful flowering beds. The camera starts to move slowly to the right, beginning to reveal the side profile of the statue and the elegant building in the background, which features multiple windows and a tiled roof.",
+          "As the video transitions into the 20-40% segment, the camera continues its smooth orbit around the statue, now showing it from a side angle. The intricate details of the statue's robes and the open book on its lap become more apparent. The background remains consistent, with the green grass, trees, and flowering beds providing a picturesque setting. The camera movement is steady, ensuring that the statue's geometric integrity is preserved, and the viewer can appreciate the fine textures of the bronze material.",
+          "In the 40-60% segment, the camera moves further around the statue, transitioning from the side to the rear view. The statue's back is now visible, showcasing the detailed sculpting of the robes and the overall form of the seated figure. The circular stone fountain plaza is still prominent, and the surrounding greenery continues to frame the scene beautifully. The large building in the background remains partially obscured by the trees, adding depth to the composition. The camera's movement is fluid, maintaining a clear and consistent focus on the statue.",
+          "As the video progresses into the 60-80% segment, the camera begins to move back towards the front of the statue, completing its orbit. The viewer is once again presented with a frontal view of the statue, similar to the opening shot. The intricate details of the statue's face, the book in its hands, and the rock-like base are clearly visible. The surrounding environment, including the circular stone plaza, green grass, and flowering beds, remains unchanged, providing a cohesive and serene setting.",
+          "In the final 80-100% segment, the camera continues its slow orbit around the statue, now focusing on the base and the circular stone fountain plaza. The intricate details of the statue's base, including any inscriptions, are highlighted. The camera then moves slightly closer to the statue, providing a more detailed view of the bronze material and the greenish patina in the crevices. The video concludes with a comprehensive view of the statue, emphasizing its identity persistence, geometric integrity, and texture fidelity from all angles, while the serene garden setting remains a constant backdrop."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the statue retain its overall shape and form identity when viewed from the front versus the back?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the initial framing (0 seconds-1 seconds), does the statue appear identical to how it was first seen?",
+          "options": [
+            "A. Clearly different",
+            "B. Slightly different",
+            "C. Mostly identical",
+            "D. Exactly the same"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the key features (seated pose, book, facial features) consistently visible and recognizable from all angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "If the video looped back to the beginning, would a viewer be able to identify the statue as the same object shown throughout?",
+          "options": [
+            "A. Definitely not",
+            "B. Probably not",
+            "C. Probably yes",
+            "D. Definitely yes"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the statue's bronze material and patina remain consistent across all camera angles and distances?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the statue's torso and limbs appear proportionally correct from all viewing angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When viewing the statue from directly behind, are the folds of the robe and the posture semantically correct?",
+          "options": [
+            "A. Incorrect (e.g., front view shown)",
+            "B. Partially correct",
+            "C. Mostly correct",
+            "D. Perfectly correct"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is there any noticeable distortion or warping of the statue's form when the camera is close-up?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "From the side profile view, does the statue's geometry (e.g., leg position, arm placement) match what is seen from the front?",
+          "options": [
+            "A. Completely mismatched",
+            "B. Somewhat mismatched",
+            "C. Mostly matched",
+            "D. Perfectly matched"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the circular base of the fountain appear distorted or warped at any point in the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Are the fine details of the book's pages visible when viewed up close?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "Does the greenish patina in the crevices of the statue remain consistent across different lighting conditions and angles?",
+          "options": [
+            "A. Strongly inconsistent",
+            "B. Moderately inconsistent",
+            "C. Mostly consistent",
+            "D. Perfectly consistent"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Can individual letters on the plaque at the base of the statue be discerned in close-up shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "When comparing the texture of the robe in the wide shot to a close-up, is the detail preserved?",
+          "options": [
+            "A. Lost completely",
+            "B. Slightly reduced",
+            "C. Mostly retained",
+            "D. Fully retained"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Are the shadows cast by the statue's folds and contours consistent with its 3D form across different camera positions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When viewing the statue from the rear, is the back of the head and robe shown, not the front face?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "From a low-angle shot looking up at the statue, is the top of the head and the back of the robe visible?",
+          "options": [
+            "A. Front face",
+            "B. Side profile",
+            "C. Back view",
+            "D. Top view"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Is the book always held in a natural, readable position regardless of the viewing angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "When the camera is positioned to the left of the statue, is the left side of the body and robe shown?",
+          "options": [
+            "A. Right side",
+            "B. Left side",
+            "C. Front",
+            "D. Back"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Does the statue's posture (seated, legs crossed, book on lap) remain semantically consistent from all viewpoints?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Were there any moments where parts of the statue were occluded by other objects in the scene?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "If a part of the statue was temporarily hidden, would its reappearance show consistent texture and color?",
+          "options": [
+            "A. Yes",
+            "B. No",
+            "C. Maybe",
+            "D. Not applicable"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Was there any instance of the statue being partially hidden and then fully revealed again?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "Could occlusion recovery be tested in this video?",
+          "options": [
+            "A. Yes",
+            "B. No",
+            "C. Partially",
+            "D. Not enough information"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Did the video show the statue re-entering the frame after being out of view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Is the statue's shadow cast consistently on the ground relative to its position?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Does the statue appear to be physically stable and unmoving throughout the video?",
+          "options": [
+            "A. Frequently moving",
+            "B. Occasionally moving",
+            "C. Mostly stable",
+            "D. Completely static"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Are the surrounding elements (grass, flowers, buildings) consistently in focus while the statue is in focus?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "How would you rate the overall visual coherence of the statue presentation across all camera movements?",
+          "options": [
+            "A. Very incoherent",
+            "B. Somewhat incoherent",
+            "C. Mostly coherent",
+            "D. Perfectly coherent"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Is there any evidence of digital artifacts or inconsistencies in the rendering of the statue?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "31",
+          "type": "binary",
+          "question": "Does the statue maintain its identity as a seated man reading a book throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:38.332258"
+        },
+        {
+          "question_id": "32",
+          "type": "multiple_choice",
+          "question": "Which attribute of the statue remains unchanged across all camera angles?",
+          "options": [
+            "A. Its posture",
+            "B. Its color",
+            "C. Its location",
+            "D. Its material"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:38.332294"
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "Is the statue's shape preserved without warping during the camera movement?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:38.332306"
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "What aspect of the statue must remain stable during the orbit?",
+          "options": [
+            "A. Color",
+            "B. Size",
+            "C. Shape",
+            "D. Position"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:38.332313"
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "Are the intricate textures of the statue, such as the patina and robe folds, visible throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:38.332321"
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "Which visual detail is specifically mentioned as needing consistency?",
+          "options": [
+            "A. Lighting",
+            "B. Patina",
+            "C. Background",
+            "D. Camera angle"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:38.332329"
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "Does the statue appear with an open book on its lap from all angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:38.332336"
+        },
+        {
+          "question_id": "38",
+          "type": "multiple_choice",
+          "question": "From which angle is the book most clearly visible?",
+          "options": [
+            "A. Rear",
+            "B. Side",
+            "C. Front",
+            "D. Top"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:38.332342"
+        },
+        {
+          "question_id": "39",
+          "type": "binary",
+          "question": "Does the camera complete a full horizontal orbit around the statue?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:38.332349"
+        },
+        {
+          "question_id": "40",
+          "type": "multiple_choice",
+          "question": "What happens at the end of the video regarding the camera position?",
+          "options": [
+            "A. It moves upward",
+            "B. It returns to the initial frontal view",
+            "C. It zooms in",
+            "D. It pans left"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:38.332355"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_244802e503a003b212b2da2e7e2265cc15a97b19ec1933487096f94417132017_object"
+  },
+  {
+    "task_id": "mem_tnt_a5630370d7039c78cc822dbd17a967711be3632bd2cdb43519eab8c2fa876144_spatial",
+    "instance_id": "mem_tnt_a5630370d7039c78cc822dbd17a967711be3632bd2cdb43519eab8c2fa876144",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_a5630370d7039c78cc822dbd17a967711be3632bd2cdb43519eab8c2fa876144.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "A camera performs a seamless 360-degree horizontal pan around an elegant, spacious room with intricate architectural details. The room features a patterned carpet, ornate ceiling with geometric designs, dark wood paneling, arched windows with draped curtains, and a prominent fireplace. Throughout the pan, the camera captures various angles of tables, chairs, and decorative elements such as modern spherical pendant lights and golden wall sconces, eventually returning to the original starting point without any drift or misalignment."
+        ],
+        "level_2": [
+          "The camera begins its pan on the left side of the room, showcasing a series of long tables with unique S-shaped tops and high-backed chairs. As it moves, the ornate ceiling with its detailed geometric patterns becomes more visible, along with the large arched windows draped in light-colored curtains. The focus shifts toward the back of the room, revealing the grand fireplace adorned with golden accents.",
+          "Continuing the pan, the camera moves past the fireplace and focuses on the right side of the room, highlighting the dark wood paneling and arched doorways. The middle section of the room is captured, showing round tables with matching chairs and the interplay of light from the windows and modern pendant lights hanging from the ceiling.",
+          "The final part of the pan returns to the left side of the room, capturing the initial tables and chairs once more. The camera completes its 360-degree loop, emphasizing the symmetry and balance of the room's design, with all elements aligning perfectly as it returns to the starting viewpoint."
+        ],
+        "level_3": [
+          "The video opens with a view of the left side of the room, featuring long tables with distinctive S-shaped tops and dark wooden chairs. The camera begins its smooth horizontal pan, moving towards the back of the room and capturing the ornate ceiling with its intricate geometric patterns and modern spherical pendant lights. The large arched windows with light-colored curtains are also visible, allowing natural light to filter into the space.",
+          "As the camera continues its pan, it moves past the fireplace, which is adorned with golden accents and set against the dark wood paneling. The focus shifts to the right side of the room, showcasing the arched doorways and additional seating arrangements, including round tables with matching chairs. The interplay of light from the windows and the pendant lights creates a warm ambiance throughout the room.",
+          "The pan progresses further, capturing the middle section of the room with its symmetrical layout of tables and chairs. The camera then moves towards the far end of the room, highlighting the consistent design elements such as the patterned carpet, dark wood paneling, and arched windows. The focus returns to the left side, bringing the viewer back to the initial tables and chairs.",
+          "The camera continues its seamless loop, moving past the fireplace once again and focusing on the right side of the room. The detailed woodwork and arched doorways are emphasized, along with the decorative elements like the golden wall sconces and modern pendant lights. The pan ensures that all angles of the room are captured, maintaining a smooth and continuous motion.",
+          "In the final segment, the camera completes its 360-degree pan by returning to the original starting point on the left side of the room. The entire sequence showcases the elegance and symmetry of the space, with the camera capturing every detail from multiple perspectives before settling back at the beginning, demonstrating excellent loop memory and alignment."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera perform a full 360-degree pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is there any noticeable drift when the camera returns to the starting point?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the walls and ceiling consistent in appearance when the camera completes the loop?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the lighting remain consistent throughout the pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are the tables and chairs consistently positioned relative to each other after the camera completes the loop?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "tnt_full_regen_with_compression",
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_a5630370d7039c78cc822dbd17a967711be3632bd2cdb43519eab8c2fa876144_spatial"
+  },
+  {
+    "task_id": "mem_tnt_6893f40dcebdc2fdddd025f89a8cfc754e4fbf4ce16d161f17af92a103b60bfc_spatial",
+    "instance_id": "mem_tnt_6893f40dcebdc2fdddd025f89a8cfc754e4fbf4ce16d161f17af92a103b60bfc",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_6893f40dcebdc2fdddd025f89a8cfc754e4fbf4ce16d161f17af92a103b60bfc.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "A camera smoothly moves forward along the central aisle of an empty auditorium, showcasing rows of patterned seats and a stage with a large screen. The camera then reverses direction, retracing its path back through the auditorium, re-entering previously viewed areas without any noticeable inconsistencies or distortions."
+        ],
+        "level_2": [
+          "The camera begins by moving forward down the central aisle of the auditorium, revealing rows of beige patterned seats and a stage at the far end with a large screen. As it progresses, the camera captures the symmetrical layout and lighting fixtures on the ceiling. It then reverses direction, smoothly retracing its path back towards the entrance, re-entering the same areas with consistent visual details.",
+          "Continuing from the previous segment, the camera continues its backward journey along the central aisle, passing by the rows of seats and the stage area. The movement is fluid, maintaining a steady pace as it retraces the path taken earlier. The camera captures the same details of the auditorium's interior, including the lighting and seating arrangement, ensuring a seamless transition back to the starting point.",
+          "As the camera completes its backward journey, it re-enters the initial areas of the auditorium, confirming the smoothness of the path retracing. The final part of this segment shows the camera approaching the starting point, with the familiar view of the stage and seating arrangement coming into focus once again. The overall movement remains consistent, providing a cohesive visual experience."
+        ],
+        "level_3": [
+          "The camera starts its journey by moving forward along the central aisle of the auditorium, capturing the rows of beige patterned seats and the stage at the far end. The initial view highlights the symmetrical layout and the lighting fixtures on the ceiling, setting the stage for the exploration of the space.",
+          "As the camera continues its forward movement, it passes by the rows of seats, providing a closer look at the individual chairs and their arrangement. The stage area becomes more prominent, with the large screen and podium visible. The camera's steady pace allows for a detailed observation of the auditorium's interior design and features.",
+          "The camera reaches the stage area, offering a comprehensive view of the front of the auditorium. The large screen and podium are clearly visible, and the camera captures the details of the stage setup. The lighting fixtures on the ceiling are also in focus, emphasizing the well-lit environment of the auditorium.",
+          "Having reached the stage, the camera begins its reverse journey, retracing its path back along the central aisle. The movement is smooth and consistent, capturing the same details of the seating arrangement and lighting fixtures as it moves backward. The stage area is revisited, providing a familiar perspective of the front of the auditorium.",
+          "The camera continues its backward journey, passing by the rows of seats once again. The symmetrical layout and lighting fixtures are captured in detail, ensuring a seamless transition back to the starting point. The final part of this segment shows the camera approaching the entrance, with the familiar view of the stage and seating arrangement coming into focus."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera move forward along the central aisle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the camera reverse direction and retrace its path?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the re-entry into previously viewed areas smooth?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Are there any noticeable inconsistencies or distortions when the camera retraces its path?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the camera exhibit good path retracing memory?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "tnt_full_regen_with_compression",
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_6893f40dcebdc2fdddd025f89a8cfc754e4fbf4ce16d161f17af92a103b60bfc_spatial"
+  },
+  {
+    "task_id": "mem_tnt_88d372e8fdd3bf9ff3f3165e627d8e178998fc2481c48402178bda80a087ad21_object",
+    "instance_id": "mem_tnt_88d372e8fdd3bf9ff3f3165e627d8e178998fc2481c48402178bda80a087ad21",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_88d372e8fdd3bf9ff3f3165e627d8e178998fc2481c48402178bda80a087ad21.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A vibrant yellow Caterpillar 950F wheel loader is showcased in a dry, grassy field under a clear blue sky. The video captures the machine from multiple angles as it slowly turns in place, allowing viewers to see its detailed features. The loader's large front bucket with teeth, massive dual rear tires with deep treads, and Caterpillar-branded cabin with large windows are prominently displayed. The CAT logo and model number '950F' are visible on the side, along with an 'O Nelson & Son Construction' sticker containing contact information. The camera smoothly orbits around the stationary loader, maintaining focus on its consistent identity, geometric integrity, and texture fidelity throughout the sequence."
+        ],
+        "level_2": [
+          "The video opens with a close-up of the yellow Caterpillar 950F wheel loader in a dry, open field surrounded by trees. The camera pans around the machine as it begins to rotate slowly, revealing its side profile. The loader's large front bucket with teeth, dual rear tires with deep treads, and the cabin with large windows come into view. The CAT logo, model number '950F', and the O Nelson & Son Construction sticker are clearly visible on the side. The scene is set under a bright blue sky, emphasizing the machine's vibrant yellow paint and black and red accents.",
+          "As the loader continues its slow rotation, the camera focuses on the rear and side sections, highlighting the massive dual rear tires and the Caterpillar-branded cabin. The large front bucket remains prominent, showcasing its robust construction and teeth. The O Nelson & Son Construction sticker is still visible, providing contact details. The background of dry grass and trees remains consistent, with the clear blue sky overhead. The camera movement is smooth, ensuring all key features of the loader are captured from various angles.",
+          "In the final third of the video, the loader completes its rotation, bringing the front of the machine back into view. The camera captures the front bucket, wheels, and cabin from multiple perspectives, emphasizing the machine's overall design and build quality. The CAT logo and model number '950F' are once again visible, reinforcing the loader's identity. The surrounding environment of dry grass, scattered trees, and a clear blue sky provides a natural backdrop, highlighting the loader's presence in the field."
+        ],
+        "level_3": [
+          "The video begins with a close-up shot of the yellow Caterpillar 950F wheel loader positioned in a dry, grassy field. The camera starts by focusing on the front of the machine, capturing the large bucket with its sharp teeth and the massive front tires. The loader's vibrant yellow paint, accented with black and red, is highlighted against the backdrop of a clear blue sky. The CAT logo and model number '950F' are visible on the side, along with the O Nelson & Son Construction sticker. The loader remains stationary as the camera begins to pan around it.",
+          "As the camera continues to move, it reveals the side profile of the Caterpillar 950F, showcasing the large cabin with its expansive windows and the dual rear tires with deep treads. The smooth panning motion allows for a detailed view of the machine's structure and components. The O Nelson & Son Construction sticker remains in view, providing contact information. The surrounding environment of dry grass and trees is consistently visible, with the clear blue sky overhead. The loader begins a slow rotation, preparing to reveal more of its features.",
+          "The camera now focuses on the rear section of the loader as it continues its rotation. The massive dual rear tires and the Caterpillar-branded cabin are prominently displayed, with the large front bucket still visible from the side. The O Nelson & Son Construction sticker is still present, adding a touch of branding. The loader's slow movement allows for a comprehensive view of its rear and side profiles. The background of dry grass, scattered trees, and a clear blue sky remains consistent, providing a natural setting for the machine.",
+          "As the loader completes its rotation, the camera captures the front of the machine once again, emphasizing the large bucket and the massive front tires. The CAT logo and model number '950F' are clearly visible, reinforcing the loader's identity. The O Nelson & Son Construction sticker is still in view, providing contact details. The surrounding environment of dry grass, scattered trees, and a clear blue sky remains consistent, highlighting the loader's presence in the field. The camera movement is smooth, ensuring all key features are captured from various angles.",
+          "In the final segment, the camera provides a detailed view of the loader's front and side, capturing the intricate details of the bucket, tires, and cabin. The vibrant yellow paint, accented with black and red, is highlighted against the backdrop of a clear blue sky. The CAT logo and model number '950F' are prominently displayed, along with the O Nelson & Son Construction sticker. The loader remains stationary, allowing for a thorough examination of its design and build quality. The surrounding environment of dry grass, scattered trees, and a clear blue sky provides a natural and serene setting for the machine."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the wheel loader maintain its primary yellow color throughout the video without any noticeable fading or discoloration?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "When the camera moves from the front-left to the rear-right of the loader, how consistent is the overall shape and structure of the machine?",
+          "options": [
+            "A. Completely unrecognizable due to distortion",
+            "B. Slightly altered but mostly recognizable",
+            "C. Highly consistent and fully recognizable",
+            "D. Only partially visible due to occlusion"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the 'CAT 950F' model designation consistently visible and legible from all major viewing angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "During the pan from front to back, does the loader appear to have any parts that change in appearance or detach?",
+          "options": [
+            "A. Yes, the bucket detaches",
+            "B. Yes, the cabin shifts position",
+            "C. No, all parts remain fixed and consistent",
+            "D. The object disappears and reappears"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "When the camera returns to the initial front-left view at the end of the video, does the loader appear identical to how it looked at the beginning?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the wheel loader's geometric structure (e.g., the relative size and position of the cabin, bucket, and wheels) remain stable and proportional throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "As the camera circles the loader, are there any instances where the object appears stretched, compressed, or warped?",
+          "options": [
+            "A. Yes, the cabin appears stretched vertically",
+            "B. Yes, the bucket seems compressed horizontally",
+            "C. No, the object maintains its correct proportions",
+            "D. The object's geometry is only visible from one angle"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are the large dual rear tires always shown with the same circular shape and tread pattern, regardless of the camera angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "When viewed from directly behind, does the loader's width and height appear consistent with its front view?",
+          "options": [
+            "A. Significantly wider",
+            "B. Slightly narrower",
+            "C. Approximately the same",
+            "D. Impossible to compare"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the loader's overall silhouette maintain a consistent form when transitioning between left, right, front, and back views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Is the 'CAT' logo on the side of the loader consistently sharp and clear from all angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "How consistent is the legibility of the 'O Nelson & Son Construction' sticker across different camera positions?",
+          "options": [
+            "A. Always perfectly legible",
+            "B. Mostly legible, some minor blurring at extreme angles",
+            "C. Often blurry or unreadable",
+            "D. Never visible"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Do the fine details of the tire treads and the metallic sheen on the bucket teeth remain visible and consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "When the camera is very close to the front bucket, are the individual teeth and their attachment points clearly visible and consistent with wider shots?",
+          "options": [
+            "A. Not visible at all",
+            "B. Slightly less detailed",
+            "C. Equally detailed",
+            "D. Overly magnified and distorted"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Is the glossy finish on the cabin windows and the matte finish on the body panels maintained consistently across all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When viewed from the rear, is the smokestack correctly positioned on the right side of the vehicle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "From the front view, is the cabin positioned above the front axle and the bucket below it, maintaining a logical and correct spatial hierarchy?",
+          "options": [
+            "A. No, the cabin is below the bucket",
+            "B. No, the bucket is above the cabin",
+            "C. Yes, the arrangement is correct",
+            "D. The front view is impossible to determine"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Is the 'CAT 950F' model number always oriented horizontally when viewed from the side?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "When the camera shows the loader from the front-left, is the driver's seat visible through the windshield, indicating a correct front-facing view?",
+          "options": [
+            "A. No, the view is from the back",
+            "B. No, the view is from the side",
+            "C. Yes, the driver's seat is visible",
+            "D. The windshield is opaque"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Are the large dual rear tires always shown as being part of the rear axle, never appearing as front wheels?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Were any parts of the wheel loader occluded by other objects or the ground during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "If a part of the loader was occluded, would its reappearance show consistent texture and color?",
+          "options": [
+            "A. Yes, it would be consistent",
+            "B. Possibly, depending on lighting",
+            "C. No, it might show artifacts",
+            "D. The question is irrelevant"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Is there any instance where a previously hidden part of the loader becomes visible again?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "How consistent is the visibility of the loader's left-side features (e.g., side mirrors, steps) throughout the video?",
+          "options": [
+            "A. Never visible",
+            "B. Occasionally visible",
+            "C. Frequently visible",
+            "D. Always visible"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Does the loader's right-side appearance (including the smokestack) remain consistent when it comes back into view after being on the left side?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the Caterpillar 950F wheel loader maintain its identity throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:15.779549"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which identifier remains visible on the loader throughout the video?",
+          "options": [
+            "A. CAT logo and model number '950F'",
+            "B. Only the front bucket",
+            "C. The camera angle",
+            "D. The sky color"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:15.779581"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Do the loader's tires maintain their shape and tread pattern during rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:15.779593"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "What part of the loader must retain its structural integrity during the camera's orbit?",
+          "options": [
+            "A. The front bucket with teeth",
+            "B. The camera path",
+            "C. The sky",
+            "D. The trees in the background"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:15.779601"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Are the loader's paint colors and accents consistent across all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:15.779608"
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "Which feature demonstrates high texture fidelity in the video?",
+          "options": [
+            "A. The deep treads on the rear tires",
+            "B. The camera movement",
+            "C. The sky",
+            "D. The grass field"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:15.779615"
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Does the camera return to a view similar to the starting position after completing the rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:15.779622"
+        },
+        {
+          "question_id": "33",
+          "type": "multiple_choice",
+          "question": "What kind of camera motion is described in the video?",
+          "options": [
+            "A. Horizontal 360-degree orbit",
+            "B. Vertical tilt",
+            "C. Zoom-in only",
+            "D. Random panning"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:15.779628"
+        },
+        {
+          "question_id": "34",
+          "type": "binary",
+          "question": "Does the background remain consistent when the camera returns to earlier positions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:15.779635"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_88d372e8fdd3bf9ff3f3165e627d8e178998fc2481c48402178bda80a087ad21_object"
+  },
+  {
+    "task_id": "mem_tnt_15d42cee734662bf8471fa3ead0266b2e0ffc015a980be20d4aee17b727c70e0_object",
+    "instance_id": "mem_tnt_15d42cee734662bf8471fa3ead0266b2e0ffc015a980be20d4aee17b727c70e0",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_15d42cee734662bf8471fa3ead0266b2e0ffc015a980be20d4aee17b727c70e0.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video presents a comprehensive exploration of an ornate, historic courtroom interior. The space is characterized by its grand architectural details, including a large, circular stained-glass dome ceiling that bathes the room in colorful light. The walls are adorned with classical-style portraits and framed landscape paintings, while the floor is covered in a rich red patterned carpet. Dark wooden benches and tables line the room, with green upholstered chairs positioned at the front for key participants. American and state flags stand prominently near the judge's bench, which is elevated and features intricate woodwork. The camera moves smoothly throughout the space, capturing various perspectives of the courtroom from different angles, showcasing the consistency of the object's identity, geometric integrity, texture fidelity, and semantic correctness."
+        ],
+        "level_2": [
+          "The video begins with a sweeping view of the courtroom, focusing on the rows of dark wooden benches with green upholstered chairs arranged neatly on the red patterned carpet. The camera pans across the room, revealing the ornate ceiling with elaborate chandeliers and a large, circular stained-glass dome that serves as the centerpiece. As the camera moves, it captures the detailed woodwork of the judge's bench, the American and state flags, and the classical portraits on the walls. The middle section continues to explore the courtroom from various angles, emphasizing the geometric integrity and texture fidelity of the surfaces, such as the polished wood and intricate ceiling designs.",
+          "In the middle portion of the video, the camera focuses on the back of the courtroom, highlighting the rows of empty wooden benches and the red carpet. The movement shifts to the left side of the room, showcasing a wooden display cabinet and a series of windows with white blinds. The camera then ascends to capture the detailed patterns of the stained-glass dome ceiling, emphasizing the vibrant colors and floral motifs. The focus returns to the front of the courtroom, where the judge's bench and the two flags are prominently displayed, maintaining the consistent theme of the courtroom's grandeur and historical significance.",
+          "Toward the end of the video, the camera provides a closer look at the judge's bench and the surrounding area, including the green upholstered chair and the American flag. The perspective shifts to the right side of the courtroom, revealing more of the wooden benches and the red carpet. The camera then moves upward again to capture the stained-glass dome ceiling, highlighting the intricate details and the play of light through the glass. The final scenes return to the front of the courtroom, offering a comprehensive view of the entire space, reinforcing the consistency and coherence of the courtroom's design and features."
+        ],
+        "level_3": [
+          "The video opens with a wide shot of the courtroom, showcasing the rows of dark wooden benches with green upholstered chairs set against the backdrop of a red patterned carpet. The camera pans to the right, revealing the ornate ceiling with elaborate chandeliers and a large, circular stained-glass dome that dominates the space. The initial frames also capture the judge's bench, the American and state flags, and the classical portraits on the walls, setting the stage for the detailed exploration of the courtroom's architecture and furnishings.",
+          "As the video progresses, the camera moves to the left side of the courtroom, focusing on a wooden display cabinet and a series of windows with white blinds. The movement continues upward, capturing the intricate patterns of the stained-glass dome ceiling, emphasizing the vibrant colors and floral motifs. The camera then shifts to the front of the courtroom, providing a closer view of the judge's bench and the two flags, maintaining the consistent theme of the courtroom's grandeur and historical significance.",
+          "In the third segment, the camera explores the back of the courtroom, highlighting the rows of empty wooden benches and the red carpet. The perspective shifts to the left side of the room, showcasing a wooden display cabinet and a series of windows with white blinds. The camera then ascends to capture the detailed patterns of the stained-glass dome ceiling, emphasizing the intricate details and the play of light through the glass. The focus returns to the front of the courtroom, where the judge's bench and the two flags are prominently displayed, reinforcing the consistent theme of the courtroom's design and features.",
+          "The fourth segment continues with a closer look at the judge's bench and the surrounding area, including the green upholstered chair and the American flag. The perspective shifts to the right side of the courtroom, revealing more of the wooden benches and the red carpet. The camera then moves upward again to capture the stained-glass dome ceiling, highlighting the intricate details and the play of light through the glass. The final scenes return to the front of the courtroom, offering a comprehensive view of the entire space, reinforcing the consistency and coherence of the courtroom's design and features.",
+          "In the final segment, the camera provides a sweeping view of the courtroom from different angles, capturing the rows of dark wooden benches with green upholstered chairs arranged neatly on the red patterned carpet. The camera pans across the room, revealing the ornate ceiling with elaborate chandeliers and a large, circular stained-glass dome that serves as the centerpiece. The video concludes with a focus on the judge's bench, the American and state flags, and the classical portraits on the walls, emphasizing the consistent theme of the courtroom's grandeur and historical significance."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the American flag maintain its identity (color, design, position) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "When viewed from different angles, does the green upholstery on the chairs appear consistently in color and texture?",
+          "options": [
+            "A. Always matches exactly",
+            "B. Shows minor variations due to lighting",
+            "C. Changes significantly between views",
+            "D. Cannot be determined"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the portraits on the walls recognizable as the same images when viewed from different parts of the room?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the appearance of the red carpet's pattern change as the camera angle shifts?",
+          "options": [
+            "A. It becomes blurred or distorted",
+            "B. The pattern remains perfectly clear and consistent",
+            "C. It appears slightly stretched or compressed",
+            "D. It disappears entirely from view"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the ornate wooden judge's bench consistently visible and identifiable from all camera perspectives?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Do the lines of the wooden benches and railings appear straight and proportionate from all angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When viewing the ceiling's ornate moldings, do they retain their intended geometric shapes (e.g., no unexpected curves or bends)?",
+          "options": [
+            "A. Yes, perfectly intact",
+            "B. Slight distortions are visible",
+            "C. Significant warping occurs",
+            "D. Cannot be determined"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is the oval shape of the stained-glass dome preserved accurately in all camera views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "Does the perspective of the windows and their shutters remain geometrically correct, without noticeable foreshortening or skewing?",
+          "options": [
+            "A. Perfectly correct",
+            "B. Minor perspective shifts are present",
+            "C. Significant geometric distortion occurs",
+            "D. Cannot be determined"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are the proportions of the chandeliers consistent across different camera distances and angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Are the fine details in the stained-glass dome's patterns (e.g., floral motifs, colored sections) consistently sharp and clear?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "How does the texture of the red carpet appear when viewed up close versus from a distance?",
+          "options": [
+            "A. Up close it's very detailed, from a distance it's smooth",
+            "B. It remains equally detailed at all distances",
+            "C. From a distance it loses most of its texture",
+            "D. Cannot be determined"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Do the portraits on the walls retain their visual clarity and detail when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "When examining the wood grain on the benches and tables, is it consistently visible and well-defined?",
+          "options": [
+            "A. Always clearly visible",
+            "B. Visible but less defined from certain angles",
+            "C. Not visible at all",
+            "D. Cannot be determined"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Are the intricate designs on the chandeliers (e.g., metalwork, glass panels) consistently rendered with high fidelity?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When viewing the judge's bench from behind, does it appear as expected (e.g., showing the backrest and no front-facing details)?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "From the side view of the jury box, are the individual seats and their arrangement semantically correct and recognizable?",
+          "options": [
+            "A. Fully correct and recognizable",
+            "B. Somewhat correct but less clear",
+            "C. Incorrectly represented",
+            "D. Cannot be determined"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are the flags (American and state) always shown in their standard upright orientation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "When viewing the courtroom from the balcony, is the spatial layout semantically correct (e.g., audience below, judge's bench at the front)?",
+          "options": [
+            "A. Perfectly correct",
+            "B. Minor discrepancies exist",
+            "C. Significant semantic errors occur",
+            "D. Cannot be determined"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Are the portraits on the walls always shown in their correct orientation (not upside down or sideways)?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the lighting on the stained-glass dome remain consistent in terms of brightness and color temperature throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "How does the overall ambiance of the courtroom (e.g., formality, historical feel) change as the camera moves through different areas?",
+          "options": [
+            "A. It remains constant and cohesive",
+            "B. It varies significantly between areas",
+            "C. It becomes more modern in some views",
+            "D. It cannot be determined"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Are the relative positions of major elements (e.g., judge's bench, jury box, audience seating) semantically correct and stable across all views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "When comparing the initial view of the courtroom to the final view, is the overall composition and layout of the space semantically identical?",
+          "options": [
+            "A. Exactly identical",
+            "B. Very similar with minor differences",
+            "C. Significantly different",
+            "D. Cannot be determined"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Does the video maintain a consistent level of detail and resolution across all camera movements and angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the judge's bench maintain its identity throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:23.537725"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which object is repeatedly referenced across all five segments?",
+          "options": [
+            "A. Wooden display cabinet",
+            "B. Stained-glass dome",
+            "C. Green upholstered chair",
+            "D. White blinds"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:23.537757"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Is the stained-glass dome described as having consistent shape and structure across different camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:23.537769"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "What aspect of the dome is emphasized in multiple segments?",
+          "options": [
+            "A. Color changes",
+            "B. Floral motifs",
+            "C. Irregular shape",
+            "D. Rotating motion"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:23.537776"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Are the textures of the red carpet and wooden benches described as consistent across segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:23.537784"
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "Which detail is explicitly mentioned as requiring fidelity?",
+          "options": [
+            "A. Flag colors",
+            "B. Carpet patterns",
+            "C. Chair brand",
+            "D. Window size"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:23.537790"
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Does the camera return to the front of the courtroom after exploring other areas?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:23.537797"
+        },
+        {
+          "question_id": "33",
+          "type": "multiple_choice",
+          "question": "Which camera behavior is implied by the repeated focus on the judge's bench?",
+          "options": [
+            "A. Horizontal loop",
+            "B. Path retracing",
+            "C. Vertical tilt",
+            "D. Zoom out"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:23.537803"
+        },
+        {
+          "question_id": "34",
+          "type": "binary",
+          "question": "Are background elements like the red carpet and benches shown consistently when revisited?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:23.537811"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_15d42cee734662bf8471fa3ead0266b2e0ffc015a980be20d4aee17b727c70e0_object"
+  },
+  {
+    "task_id": "mem_tnt_99869de4c05e3f558d74b51a7ffed9b1aab2f51cfc1e302f4be78756ea77b85b_spatial",
+    "instance_id": "mem_tnt_99869de4c05e3f558d74b51a7ffed9b1aab2f51cfc1e302f4be78756ea77b85b",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_99869de4c05e3f558d74b51a7ffed9b1aab2f51cfc1e302f4be78756ea77b85b.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a full 360-degree horizontal pan around a beige building with a dark gray roof, situated in a park-like setting with green grass, trees, and picnic tables. The camera movement is smooth and continuous, returning to the initial viewpoint at the end, creating a seamless loop with no drift or misalignment in the background objects."
+        ],
+        "level_2": [
+          "The video begins with a view of the side of a beige building with a dark gray roof, featuring a small overhang and a window with green shutters. As the camera pans horizontally, it reveals a gravel area with several concrete picnic tables and a young tree. The surrounding environment includes green grass and trees.",
+          "Continuing the pan, the camera moves around the building, showing a garage door covered by a lattice panel and a brown door adjacent to it. The background remains consistent with greenery and residential houses visible in the distance. The camera maintains a steady pace, ensuring a smooth transition between views.",
+          "The final part of the pan reveals the front of the building, which has an open section displaying two restroom doors with visible signage. The structure is supported by wooden beams under a gabled roof. The camera completes its loop, returning to the starting point with the same initial view of the building's side."
+        ],
+        "level_3": [
+          "The video opens with a side view of a beige building with a dark gray roof, showcasing a small overhang and a window with green shutters. The camera begins its horizontal pan, revealing a gravel area with concrete picnic tables and a young tree, set against a backdrop of green grass and trees.",
+          "As the camera continues its pan, it moves around the building, capturing a garage door covered by a lattice panel and a brown door next to it. The surrounding area includes more greenery and residential houses in the distance, maintaining a consistent park-like atmosphere.",
+          "The pan progresses to show the front of the building, which features an open section with two restroom doors marked by signage. The structure is supported by wooden beams under a gabled roof. The camera smoothly transitions, keeping the background elements aligned and unchanged.",
+          "The camera continues its horizontal loop, moving past the lattice-covered garage door and the brown door, providing a comprehensive view of the building's exterior. The surrounding greenery and distant houses remain visible, contributing to the serene park setting.",
+          "Finally, the camera completes its 360-degree pan, returning to the initial viewpoint of the building's side. The seamless loop ensures that the starting and ending frames are identical, with no noticeable drift or misalignment in the background objects, effectively demonstrating precise camera motion tracking."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera perform a full 360-degree pan around the building?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the initial view identical to the final view after the camera completes the loop?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are there any noticeable shifts or misalignments in the background objects after the camera completes the loop?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the video show consistent alignment of the main building throughout the camera's movement?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is there evidence of smooth and continuous camera motion during the horizontal loop?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "tnt_full_regen_with_compression",
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_99869de4c05e3f558d74b51a7ffed9b1aab2f51cfc1e302f4be78756ea77b85b_spatial"
+  },
+  {
+    "task_id": "mem_tnt_4917553f77bf46830cbc3ef9a6f6aea706f13c0938c5c828ae6670bf79045857_object",
+    "instance_id": "mem_tnt_4917553f77bf46830cbc3ef9a6f6aea706f13c0938c5c828ae6670bf79045857",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_4917553f77bf46830cbc3ef9a6f6aea706f13c0938c5c828ae6670bf79045857.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases the Santa Cruz Surfing Museum building and its attached lighthouse structure, captured from various angles and distances. The museum is constructed from red brick with white trim around the windows and doors, and features a white lighthouse tower with black railings at the top. An American flag flies on a pole adjacent to the building. The roof of the museum has solar panels installed. Surfboards are displayed near the entrance, which has a sign reading 'Santa Cruz Surfing Museum' above the door. Throughout the video, the camera moves around the object, providing close-ups of the brick texture, the lighthouse details, and wider shots that include the surrounding area, such as a parking lot with cars, a grassy area, and the ocean in the background. The lighting is bright and sunny, with clear blue skies, and the sun occasionally creates lens flares in the footage."
+        ],
+        "level_2": [
+          "The video begins with a wide shot of the Santa Cruz Surfing Museum and its lighthouse, highlighting the red brick construction, white trim, and the American flag. The camera then moves closer to focus on the lighthouse tower, showing its white exterior and black railing. As the video progresses, the camera pans around the building, revealing the solar panels on the roof and the surfboards displayed near the entrance. The middle section includes views of the parking lot filled with cars and the grassy area surrounding the museum. Toward the end, the camera captures the ocean in the background and shows people walking near the building, emphasizing the museum's coastal location.",
+          "In the second third of the video, the focus shifts to different perspectives of the Santa Cruz Surfing Museum. The camera starts by capturing the side of the building, showing the intricate brickwork and the small windows with white frames. It then moves to the front, where the entrance with the 'Santa Cruz Surfing Museum' sign is prominently displayed. The lighthouse tower is shown again, this time from a slightly different angle, emphasizing its height and the railing around the top. The video continues with shots of the parking lot and the ocean, providing context for the museum's location.",
+          "The final third of the video provides a comprehensive view of the Santa Cruz Surfing Museum and its surroundings. The camera captures the building from various angles, including close-ups of the brick walls and the lighthouse tower. The American flag is seen waving in the breeze, and the solar panels on the roof are highlighted. The video concludes with wide shots of the museum, showing the parking lot, the grassy area, and the ocean in the distance. People are seen walking near the building, adding a sense of scale and activity to the scene."
+        ],
+        "level_3": [
+          "The video opens with a panoramic view of the Santa Cruz Surfing Museum and its lighthouse, showcasing the red brick structure with white trim and the American flag flying high. The camera slowly pans around the building, capturing the details of the lighthouse tower and the surfboards displayed near the entrance. The initial shots are taken during bright daylight, with the sun creating lens flares as it shines directly into the camera.",
+          "As the video progresses, the camera moves closer to the museum, focusing on the side of the building and the intricate brickwork. The lighthouse tower is shown from different angles, highlighting its white exterior and the black railing at the top. The camera then pans to the front of the museum, where the entrance with the 'Santa Cruz Surfing Museum' sign is clearly visible. The solar panels on the roof are also captured in detail.",
+          "The middle part of the video transitions to a broader view of the museum's surroundings. The camera captures the parking lot filled with cars and the grassy area adjacent to the building. The ocean is visible in the background, providing a scenic coastal backdrop. The video then focuses on the lighthouse tower once more, showing it from a higher angle and emphasizing its height and prominence.",
+          "In the latter part of the video, the camera moves around the museum, capturing the side and back views. The intricate details of the brick walls and the small windows with white frames are highlighted. The video then shifts to the front of the museum, where people are seen walking near the entrance. The American flag is shown waving in the breeze, and the ocean remains a constant presence in the background.",
+          "The video concludes with a series of wide shots that encompass the entire Santa Cruz Surfing Museum and its surroundings. The camera captures the building from various angles, including the lighthouse tower, the entrance, and the solar panels on the roof. The final shots show the museum in relation to the parking lot, the grassy area, and the ocean, providing a comprehensive view of the location. The American flag continues to wave in the wind, and the sun creates lens flares as it shines brightly in the sky."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the red brick color of the building remain consistent across all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How does the appearance of the American flag change as the camera angle shifts?",
+          "options": [
+            "A. It remains fully visible and unchanged",
+            "B. It becomes partially obscured by the lighthouse",
+            "C. It appears smaller and further away",
+            "D. It changes color due to lighting"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the surfboards displayed near the entrance consistently visible in all shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "When viewed from directly below, how is the text 'Santa Cruz Surfing Museum' still legible?",
+          "options": [
+            "A. It is upside down but readable",
+            "B. It is mirrored and unreadable",
+            "C. It is at a skewed angle but identifiable",
+            "D. It is not visible from this angle"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Do the solar panels on the roof maintain their appearance and position relative to the building across different shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Is the rectangular shape of the building maintained consistently across all camera movements?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "How does the perspective distortion of the lighthouse change as the camera moves closer?",
+          "options": [
+            "A. It becomes more pronounced, showing a wider base",
+            "B. It remains perfectly straight with no distortion",
+            "C. It appears slightly narrower at the top",
+            "D. It shows a fisheye effect due to close proximity"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are the right angles of the building's corners consistently sharp and well-defined?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What happens to the perceived height of the lighthouse when viewed from very low angles?",
+          "options": [
+            "A. It appears shorter than it is",
+            "B. It appears disproportionately tall",
+            "C. It maintains its actual proportions",
+            "D. It disappears from view"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the circular shape of the lighthouse's lantern room appear distorted when viewed from an angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Are the individual bricks on the building's walls consistently detailed and distinguishable?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "How does the texture of the wooden benches compare to the brick wall in terms of detail retention?",
+          "options": [
+            "A. The wooden benches are less detailed",
+            "B. The brick wall is less detailed",
+            "C. Both have equal detail retention",
+            "D. Neither shows clear texture"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Are the fine details of the window grilles consistently sharp across all camera distances?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "What happens to the texture of the American flag when it's shown in the distance?",
+          "options": [
+            "A. It becomes pixelated and loses detail",
+            "B. It remains crisp and detailed",
+            "C. It appears blurred but recognizable",
+            "D. It disappears completely"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Do the solar panels retain their grid-like texture and reflective quality when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When viewing the side of the building, is the 'Santa Cruz Surfing Museum' sign correctly oriented and readable?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "How is the orientation of the American flag when viewed from behind?",
+          "options": [
+            "A. It shows the reverse side with stars on the left",
+            "B. It shows the front side with stars on the right",
+            "C. It is not visible from this angle",
+            "D. It appears sideways"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Is the lighthouse's lantern room always shown with its windows facing the viewer when appropriate?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "What is the correct semantic orientation of the surfboards when viewed from the side of the building?",
+          "options": [
+            "A. They are standing upright",
+            "B. They are lying flat against the wall",
+            "C. They are angled towards the entrance",
+            "D. They are horizontal and parallel to the ground"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "When the camera looks up at the lighthouse, is the top of the structure correctly represented as being above the base?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "When the lighthouse is partially occluded by the tree, does the visible portion match exactly when the tree moves out of the way?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "How does the visibility of the 'Santa Cruz Surfing Museum' sign change when occluded by the flagpole?",
+          "options": [
+            "A. It is completely hidden and then reappears fully",
+            "B. It is partially visible and then fully reappears",
+            "C. It is never visible when occluded",
+            "D. It appears distorted when re-emerging"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Are the details on the surfboards consistent before and after they are hidden behind the building corner?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "What happens to the view of the lighthouse's balcony railing when it's momentarily blocked by the flagpole?",
+          "options": [
+            "A. It is not visible at all during occlusion",
+            "B. It is partially visible and then fully reappears",
+            "C. It appears differently when re-occurring",
+            "D. It is replaced by another structure"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "When the camera moves around the corner of the building, do previously hidden parts of the brick wall appear with the same texture and color?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the museum's red brick exterior remain consistent across all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:51.444555"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which feature of the museum is consistently referenced across all segments?",
+          "options": [
+            "A. Blue roof tiles",
+            "B. Red brick with white trim",
+            "C. Wooden facade",
+            "D. Glass dome"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:51.444591"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Are detailed close-ups of the brickwork shown in multiple segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:51.444604"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "Which detail requires consistent texture rendering across views?",
+          "options": [
+            "A. Color of the sky",
+            "B. Brick pattern",
+            "C. Flag position",
+            "D. Car models"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:51.444611"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Is the lighthouse consistently positioned adjacent to the main building in all views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:51.444618"
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "From which angle is the 'Santa Cruz Surfing Museum' sign most prominently displayed?",
+          "options": [
+            "A. Side view",
+            "B. Back view",
+            "C. Front view",
+            "D. Top-down view"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:51.444625"
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Does the video include a full rotation around the museum?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:51.444632"
+        },
+        {
+          "question_id": "33",
+          "type": "multiple_choice",
+          "question": "What must be preserved when the camera completes a full rotation?",
+          "options": [
+            "A. Only the sun position",
+            "B. The entire scene configuration",
+            "C. Only the flag movement",
+            "D. Only the car count"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:51.444638"
+        },
+        {
+          "question_id": "34",
+          "type": "binary",
+          "question": "Does the ocean remain visible in multiple segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:51.444646"
+        },
+        {
+          "question_id": "35",
+          "type": "multiple_choice",
+          "question": "Which background element must stay consistent when revisited?",
+          "options": [
+            "A. Cloud formation",
+            "B. Parking lot layout",
+            "C. Flag color",
+            "D. Camera angle"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:51.444652"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_4917553f77bf46830cbc3ef9a6f6aea706f13c0938c5c828ae6670bf79045857_object"
+  },
+  {
+    "task_id": "mem_tnt_79b74782cc704f9e6608549e44015e34d5768e8cc047db690a788b827e84f6de_spatial",
+    "instance_id": "mem_tnt_79b74782cc704f9e6608549e44015e34d5768e8cc047db690a788b827e84f6de",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_79b74782cc704f9e6608549e44015e34d5768e8cc047db690a788b827e84f6de.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "A camera smoothly pans around a playground, capturing various pieces of equipment and the surrounding area. The pan completes a full horizontal loop, returning to the original framing with a seamless transition back to the starting point."
+        ],
+        "level_2": [
+          "The camera begins by panning left, showcasing the initial playground equipment, including slides and climbing structures, set against a backdrop of residential houses and tall trees. As it continues, the view expands to include more of the playground's perimeter and additional seating areas.",
+          "Moving further around the playground, the camera captures the central play structure from different angles, highlighting its multiple slides and interactive elements. The surrounding greenery and benches become more prominent as the pan progresses.",
+          "The final part of the pan reveals the playground's outer edges, including more seating options and a clear view of the adjacent park area. The camera smoothly transitions back to the starting point, completing the loop with a cohesive and continuous shot."
+        ],
+        "level_3": [
+          "The camera starts with a leftward pan, focusing on the initial playground equipment such as slides and climbing frames. Residential houses and tall trees form the background, while a pathway and rocks are visible in the foreground.",
+          "As the pan continues, the camera moves past the central play structure, revealing more of the playground's layout. Additional seating areas and a broader view of the surrounding greenery come into focus.",
+          "The camera then shifts to capture the right side of the playground, showing more benches and a glimpse of the park beyond. The pan begins to curve back towards the starting point, maintaining a smooth and continuous motion.",
+          "Approaching the end of the loop, the camera focuses on the outer edges of the playground, including more seating options and a clear view of the adjacent park area. The transition back to the starting point begins, ensuring a seamless return to the original framing.",
+          "Finally, the camera completes the horizontal pan, returning to the initial framing. The entire sequence showcases the playground from multiple angles, with a smooth and continuous motion that highlights both the equipment and the surrounding environment."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera perform a horizontal pan around the playground?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the camera return to its original framing after panning?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is there a smooth transition back to the starting point?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Are there any abrupt changes in the camera's position during the pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the camera maintain consistent speed throughout the pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "tnt_full_regen_with_compression",
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_79b74782cc704f9e6608549e44015e34d5768e8cc047db690a788b827e84f6de_spatial"
+  },
+  {
+    "task_id": "mem_tnt_1a5e108074f33f006cf0feeaf343ca72253f8fe7be2d43c0a97e7c71026294f1_spatial",
+    "instance_id": "mem_tnt_1a5e108074f33f006cf0feeaf343ca72253f8fe7be2d43c0a97e7c71026294f1",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_1a5e108074f33f006cf0feeaf343ca72253f8fe7be2d43c0a97e7c71026294f1.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a detailed exploration of a military tank displayed inside a large hangar. The camera moves around the tank, capturing its front, sides, and rear, highlighting features such as the turret, tracks, and various equipment mounted on its body. The tank remains the central focus throughout, with its distinct military design consistently recognizable. The background reveals other tanks and military vehicles, emphasizing the setting as a museum or storage facility for armored vehicles."
+        ],
+        "level_2": [
+          "The video begins with a close-up view of the front of the military tank, focusing on its grille and identification plates. The camera then pans to the right, revealing the side profile of the tank, showcasing its tracks and wheels. As the exploration continues, the rear of the tank is shown, highlighting additional details such as storage compartments and equipment. The setting is a spacious hangar with red structural beams and other tanks visible in the background.",
+          "Moving further along the tank, the camera captures the turret and main gun, providing a detailed look at the weapon system. The middle section of the video focuses on the mid-body of the tank, displaying the intricate details of the armor plating and various hatches. The background remains consistent, showing the hangar environment with other military vehicles and equipment scattered around.",
+          "The final part of the video provides a comprehensive view of the tank from different angles, including close-ups of the tracks and wheels. The camera then returns to the front of the tank, completing the circular tour. The video concludes with a wide shot of the tank within the hangar, surrounded by other military vehicles, reinforcing the setting as a museum or storage facility."
+        ],
+        "level_3": [
+          "The video opens with a close-up of the tank's front, focusing on the grille and identification plates. The camera slowly pans to the right, beginning to reveal the side profile of the tank and its tracks. The initial frames set the stage by establishing the tank as the primary subject within the hangar setting.",
+          "As the camera continues to move, it captures the side of the tank, highlighting the wheels and tracks in detail. The exploration progresses towards the rear of the tank, showcasing additional features such as storage compartments and mounted equipment. The background starts to become more visible, showing other tanks and military vehicles in the hangar.",
+          "The middle segment of the video focuses on the turret and main gun of the tank, providing a detailed view of the weapon system. The camera then moves along the mid-body of the tank, displaying the armor plating and various hatches. The consistent presence of the hangar environment with red beams and other vehicles in the background maintains the context of the setting.",
+          "The latter part of the video captures the rear and side views of the tank, emphasizing the intricate details of the tracks and wheels. The camera then returns to the front of the tank, completing the circular tour. The background remains filled with other military vehicles, reinforcing the museum or storage facility setting.",
+          "The video concludes with a wide shot of the tank within the hangar, surrounded by other military vehicles. The camera provides a final comprehensive view of the tank from different angles, ensuring that all key features are highlighted. The consistent focus on the tank and the detailed exploration of its components effectively convey the main subject's identity and features throughout the video."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the main object maintain its identity throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Are there any instances where the main object appears to transform into a different type of vehicle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "tnt_full_regen_with_compression",
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_1a5e108074f33f006cf0feeaf343ca72253f8fe7be2d43c0a97e7c71026294f1_spatial"
+  },
+  {
+    "task_id": "mem_tnt_0b199d304a74f9c3d2003c36f68bbf95fa52d9983fd2275bdae66a61e23d49d5_object",
+    "instance_id": "mem_tnt_0b199d304a74f9c3d2003c36f68bbf95fa52d9983fd2275bdae66a61e23d49d5",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_0b199d304a74f9c3d2003c36f68bbf95fa52d9983fd2275bdae66a61e23d49d5.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a detailed exploration of a camouflaged military tank, specifically a Pz IV Ausf. H variant, marked with the red number '501' and a black cross insignia. The tank is displayed in a large indoor hangar with high ceilings and ample natural light streaming through windows. The camera moves smoothly around the tank, capturing its intricate details from various angles—starting from the side view highlighting the six large road wheels and track system, transitioning to the front to show the hull and turret, then moving to the rear to reveal the engine deck and exhausts. The camouflage paint pattern, consisting of greens, browns, and tans, remains consistent throughout, with fine details like rivets, hatches, antennas, and mounted equipment clearly visible. The video ensures identity persistence, geometric integrity, texture fidelity, semantic correctness, and occlusion recovery as the tank is viewed from all perspectives."
+        ],
+        "level_2": [
+          "The video begins with a side view of the camouflaged Pz IV Ausf. H tank, emphasizing its six large road wheels, track system, and the red number '501' on the turret. The camera slowly pans around the tank, revealing its front hull and turret, showcasing the black cross insignia and various mounted equipment. As the camera continues to move, it captures the rear of the tank, displaying the engine deck and exhaust systems. The indoor hangar setting provides a spacious backdrop with natural light illuminating the tank's intricate details and complex surface textures.",
+          "In the middle portion of the video, the focus shifts to the front and rear views of the tank. The front view highlights the hull's design, the main gun barrel, and the black cross insignia on both the hull and turret. The camera then moves to the rear, showing the engine deck, exhaust pipes, and additional mounted equipment. The consistent camouflage pattern and fine details such as rivets and hatches are maintained throughout, ensuring geometric integrity and texture fidelity. The spacious hangar environment allows for clear visibility of these features.",
+          "Toward the end, the video provides a comprehensive overview of the tank from multiple angles, including close-ups of the side, front, and rear. The side view emphasizes the track system and road wheels, while the front and rear views showcase the hull, turret, and engine deck respectively. The red number '501' and black cross insignia remain prominent, and the camera captures the tank's complex surface textures and mounting details. The video concludes with a final side view, reinforcing the tank's identity and structural consistency within the hangar setting."
+        ],
+        "level_3": [
+          "The video opens with a side view of the camouflaged Pz IV Ausf. H tank, focusing on its six large road wheels and track system. The red number '501' is clearly visible on the turret, and the black cross insignia can be seen on the hull. The camera begins to pan around the tank, gradually revealing more of its structure and details.",
+          "As the camera continues to move, it transitions to the front view of the tank, highlighting the hull's design, the main gun barrel, and the black cross insignia. The intricate details of the mounted equipment and the camouflage pattern are captured in detail. The camera then starts to move toward the rear of the tank, showing the engine deck and exhaust systems.",
+          "The middle section of the video focuses on the rear view of the tank, providing a clear look at the engine deck, exhaust pipes, and additional mounted equipment. The consistent camouflage pattern and fine details such as rivets and hatches are maintained, ensuring geometric integrity and texture fidelity. The spacious hangar environment allows for clear visibility of these features.",
+          "In the latter part of the video, the camera captures close-up views of the tank from the front and rear, emphasizing the hull's design, the main gun barrel, and the engine deck. The red number '501' and black cross insignia remain prominent, and the camera highlights the tank's complex surface textures and mounting details. The video ensures semantic correctness by presenting the tank from all necessary angles.",
+          "The video concludes with a final side view of the tank, reinforcing its identity and structural consistency within the hangar setting. The camera captures the intricate details of the track system and road wheels, ensuring identity persistence and texture fidelity. The spacious hangar environment provides a fitting backdrop for the detailed exploration of this military tank."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the tank's overall camouflage color scheme remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the initial left-side view of the tank, does the red '501' number appear in the same position and color as at the start?",
+          "options": [
+            "A. It appears slightly faded",
+            "B. It is in a different location",
+            "C. It looks identical",
+            "D. It has changed color"
+          ],
+          "answer": "C.",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the black cross insignias visible on both the front and rear views of the tank?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "During the pan from front to rear, does the tank's silhouette and general shape remain geometrically consistent without any apparent变形 or stretching?",
+          "options": [
+            "A. Yes, perfectly consistent",
+            "B. Slight distortion is visible",
+            "C. The shape changes significantly",
+            "D. Inconsistent due to occlusion"
+          ],
+          "answer": "A.",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "After the camera moves away and then back to the side profile, is the tank's appearance identical to the first time this angle was shown?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the tank's six-wheel configuration remain constant and correctly proportioned in all views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Is the relationship between the turret and the hull maintained consistently, with no apparent misalignment or rotation issues?",
+          "options": [
+            "A. Always aligned",
+            "B. Occasionally misaligned",
+            "C. Frequently rotated incorrectly",
+            "D. Severely distorted"
+          ],
+          "answer": "A.",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Do the track links and road wheels maintain their correct spacing and alignment throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "When viewing the tank from directly behind, are the exhaust pipes and rear fenders geometrically stable and undistorted?",
+          "options": [
+            "A. Perfectly stable",
+            "B. Slightly warped",
+            "C. Moderately distorted",
+            "D. Severely deformed"
+          ],
+          "answer": "A.",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the tank's overall length-to-width ratio appear consistent across all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Are the individual camouflage patches (greens, browns, tans) clearly defined and consistent in their shapes and boundaries across all views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "How does the sharpness of the red '501' number change as the camera moves from close-up to wider shots?",
+          "options": [
+            "A. It becomes significantly blurrier",
+            "B. It remains sharp at all distances",
+            "C. It loses some detail but stays legible",
+            "D. It is only clear in certain angles"
+          ],
+          "answer": "C.",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Are the black cross insignias consistently crisp and well-defined in all lighting conditions and angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Does the texture of the metal tracks and road wheels show consistent wear and tear patterns throughout the video?",
+          "options": [
+            "A. Completely uniform wear",
+            "B. Slight variations due to lighting",
+            "C. Noticeable inconsistencies in wear patterns",
+            "D. Severe inconsistency in texture"
+          ],
+          "answer": "B.",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Are small details like the hatch covers, antennas, and equipment mounts on the tank's exterior consistently visible and unchanged in appearance?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When viewing the tank from the front, does it show the characteristic sloped front plate and main gun barrel, semantically representing the front of a tank?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "From the rear view, is the engine deck, exhaust stacks, and return rollers correctly represented semantically?",
+          "options": [
+            "A. Fully correct",
+            "B. Partially correct",
+            "C. Incorrectly represented",
+            "D. Not visible at all"
+          ],
+          "answer": "A.",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Does the side view correctly show the length of the hull, the road wheels, and the track running along the side?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "When the camera is positioned above and looking down on the turret, are the hatches and top-mounted equipment semantically correct for that viewpoint?",
+          "options": [
+            "A. Perfectly correct",
+            "B. Slightly off",
+            "C. Misrepresented",
+            "D. Unrecognizable"
+          ],
+          "answer": "A.",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Are there any instances where a part of the tank is shown from an incorrect or impossible angle (e.g., seeing the inside of the hull from the outside)?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "When the tank's rear section comes back into view after being out of frame, do the exhaust stacks and rear fenders look exactly as they did before?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "After the camera pans past the front of the tank and returns to the side, is the red '501' number visible again in the same condition as before?",
+          "options": [
+            "A. Identical appearance",
+            "B. Slightly less vibrant",
+            "C. Different position",
+            "D. Missing entirely"
+          ],
+          "answer": "A.",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the camouflage pattern on the side of the tank maintain its continuity and alignment when the camera moves from one side to the other and back?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "When the tank's front right road wheel comes back into view after being obscured, is its appearance (color, wear) consistent with previous views?",
+          "options": [
+            "A. Perfectly consistent",
+            "B. Slightly different due to lighting",
+            "C. Noticeably altered",
+            "D. Unrecognizable"
+          ],
+          "answer": "A.",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Are the details on the turret, such as the main gun barrel and hatches, consistent in appearance when they re-enter the frame from different directions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the red number '501' remain visible on the turret throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:43.670215"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the requirement for the tank's identity in the video?",
+          "options": [
+            "A. The tank should appear as different models in each segment",
+            "B. The tank's markings must be consistently visible across all angles",
+            "C. The tank should change color patterns over time",
+            "D. The tank should disappear and reappear with new features"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:43.670251"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Are the six large road wheels consistently shown from all sides of the tank?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:43.670266"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "What is essential for maintaining geometric integrity in the tank’s representation?",
+          "options": [
+            "A. Changing the number of road wheels based on camera angle",
+            "B. Preserving the correct shape and structure of the hull and turret",
+            "C. Adding fictional components like extra turrets",
+            "D. Altering the size of the main gun barrel in different views"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:43.670273"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Are the camouflage paint patterns (greens, browns, tans) consistent across all views of the tank?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:43.670281"
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "Which detail demonstrates the need for texture fidelity?",
+          "options": [
+            "A. The tank changes its color scheme every 10 seconds",
+            "B. The visibility of rivets and hatches across multiple angles",
+            "C. The tank becomes transparent in certain lighting",
+            "D. The exhaust pipes disappear in rear view"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:43.670288"
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Does the video begin and end with a side view of the tank?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:43.670308"
+        },
+        {
+          "question_id": "33",
+          "type": "multiple_choice",
+          "question": "What must be preserved for horizontal loop memory to be successful?",
+          "options": [
+            "A. The tank’s appearance must differ at the start and end",
+            "B. The camera path must return to the exact initial viewpoint",
+            "C. The lighting should dim at the end",
+            "D. The background must change"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:43.670314"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_0b199d304a74f9c3d2003c36f68bbf95fa52d9983fd2275bdae66a61e23d49d5_object"
+  },
+  {
+    "task_id": "mem_tnt_c377e6c6722ada96fe40ab147f9fee05963e9cc40b9e6cdc51dd48e788f2e0d1_object",
+    "instance_id": "mem_tnt_c377e6c6722ada96fe40ab147f9fee05963e9cc40b9e6cdc51dd48e788f2e0d1",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_c377e6c6722ada96fe40ab147f9fee05963e9cc40b9e6cdc51dd48e788f2e0d1.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "An object-centric video showcasing a vintage blue flatbed truck parked on a city sidewalk. The truck features sky-blue paint with visible rust and chipped areas, wooden slat sides on the flatbed, white-rimmed wheels with black tires, and a logo on the door reading 'SAN PEDRO SQUARE MARKET' with a house graphic. The camera moves around the truck in a continuous orbit, capturing it from various angles—front, side, rear, and three-quarter views—while maintaining focus on the vehicle's details. The background includes urban elements such as trees, street lamps, outdoor seating with yellow umbrellas, and a modern building facade. The lighting is natural daylight, highlighting the textures of the truck's weathered surface."
+        ],
+        "level_2": [
+          "At the beginning, the video presents a side view of the vintage blue flatbed truck, emphasizing its wooden slat sides and rusted blue paint. The camera slowly pans around the truck, revealing the front grille and headlights, which show signs of age-related wear. In the middle section, the focus shifts to the rear of the truck, displaying the tailgate and license plate area, while also capturing the surrounding urban environment with tables and chairs set up for an outdoor café. Toward the end, the camera returns to the front of the truck, providing a detailed look at the 'SAN PEDRO SQUARE MARKET' logo and the overall condition of the vehicle's exterior.",
+          "The video starts with a close-up of the truck's side, highlighting the contrast between the faded blue paint and the dark wooden bed. As the camera moves forward, it captures the front of the truck, focusing on the worn-out grille and headlights. Midway through, the perspective shifts to the rear, showing the tailgate and the license plate, with the background featuring a mix of greenery and urban structures. In the final part, the camera circles back to the front, offering a comprehensive view of the truck's branding and overall aesthetic.",
+          "Initially, the video frames the truck from a slightly elevated angle, showcasing the wooden bed and the side profile. The camera then transitions smoothly to the front, detailing the aged headlights and the iconic 'SAN PEDRO SQUARE MARKET' logo. As the video progresses, the rear of the truck comes into view, with the camera capturing the tail lights and the license plate. Finally, the camera completes its orbit by returning to the front, reinforcing the truck's vintage charm and its placement within the urban setting."
+        ],
+        "level_3": [
+          "The video opens with a side view of the vintage blue flatbed truck, focusing on the wooden slats of the bed and the rusted blue paint. The camera begins its movement by panning left, gradually revealing the front of the truck and its weathered grille. The initial 20% of the video sets the stage by establishing the truck's presence in the urban environment, with trees and outdoor seating visible in the background.",
+          "As the camera continues its orbit, it moves past the front of the truck, capturing the details of the headlights and the 'SAN PEDRO SQUARE MARKET' logo on the door. The next 20% of the video focuses on the transition from the front to the rear, with the camera tilting slightly upward to emphasize the height of the wooden bed. The background remains consistent, featuring the same urban elements but from different angles.",
+          "In the third segment, the camera reaches the rear of the truck, providing a clear view of the tailgate, license plate, and red tail lights. The surrounding area includes a glimpse of the street and additional buildings, adding depth to the scene. The camera then begins its return journey toward the front, maintaining a steady pace and keeping the truck centered in the frame.",
+          "The fourth segment brings the camera back to the front of the truck, where it lingers for a moment to highlight the details of the grille and the overall condition of the vehicle. The camera then pans slightly to the right, offering a three-quarter view that combines both the front and side perspectives. This part of the video reinforces the truck's vintage appeal and its integration into the urban landscape.",
+          "In the final 20%, the camera completes its full orbit around the truck, returning to the initial side view. The video concludes by reiterating the key visual features of the truck, such as the rusted paint, wooden bed, and branding, while also showcasing the consistency of the urban setting throughout the entire sequence."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the truck retain its fundamental blue color identity from start to finish?",
+          "options": [
+            "Yes",
+            "No",
+            "Only partially",
+            "It changes to another color"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How consistent is the overall shape of the truck across different camera angles?",
+          "options": [
+            "A. Perfectly consistent with no distortion",
+            "B. Generally consistent but with minor perspective changes",
+            "C. Somewhat inconsistent with noticeable变形",
+            "D. Highly inconsistent with major structural changes"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the wooden slats on the flatbed consistently visible and unchanged in structure throughout the video?",
+          "options": [
+            "Yes",
+            "No",
+            "Sometimes visible",
+            "They disappear and reappear"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Does the truck's logo ('SAN PEDRO SQUARE MARKET') remain legible and in the same relative position on the door across all views?",
+          "options": [
+            "A. Always legible and correctly positioned",
+            "B. Legible but shifts position slightly",
+            "C. Occasionally obscured or less clear",
+            "D. Never consistent in appearance"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is there any evidence of the truck changing its physical identity (e.g., parts appearing/disappearing) during the pan?",
+          "options": [
+            "Yes",
+            "No",
+            "Only in certain extreme angles",
+            "It happens but is corrected by the end"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the truck appear to maintain its correct proportions and geometric structure when viewed from the front compared to the side?",
+          "options": [
+            "Yes",
+            "No",
+            "Only approximately",
+            "It appears significantly warped"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When viewing the rear of the truck, does the flatbed's rectangular shape remain intact without apparent stretching or compression?",
+          "options": [
+            "A. Clearly intact",
+            "B. Slightly distorted",
+            "C. Moderately distorted",
+            "D. Severely distorted"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are the wheel shapes and their attachment to the chassis consistently represented across all camera angles?",
+          "options": [
+            "Yes",
+            "No",
+            "Only in some angles",
+            "They appear deformed in certain views"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "Does the truck's cab roofline and windshield shape appear consistent when transitioning from a side view to a front-three-quarter view?",
+          "options": [
+            "A. Perfectly consistent",
+            "B. Generally consistent with expected perspective change",
+            "C. Somewhat inconsistent",
+            "D. Highly inconsistent"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is there any visual evidence of the truck's body being stretched, compressed, or otherwise geometrically deformed during the camera movement?",
+          "options": [
+            "Yes",
+            "No",
+            "Only in the rear view",
+            "Only in the front view"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Are the rust patches and chipped paint on the truck's body consistently visible and sharp across all camera angles?",
+          "options": [
+            "Yes",
+            "No",
+            "Only in close-up shots",
+            "They are blurred or missing in most views"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "How well are the details of the wooden slats on the flatbed preserved when viewed from the side versus the rear?",
+          "options": [
+            "A. Equally sharp and detailed",
+            "B. Sharper on the side than the rear",
+            "C. Sharper on the rear than the side",
+            "D. Neither view shows detail clearly"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Is the texture of the white-painted grille and bumper consistently shown with the same level of wear and tear in both front and front-three-quarter views?",
+          "options": [
+            "Yes",
+            "No",
+            "Only in the direct front view",
+            "Only in the front-three-quarter view"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "When comparing the texture of the truck's paint in the initial side view to the final front view, how would you describe the consistency?",
+          "options": [
+            "A. Perfectly consistent in all details",
+            "B. Generally consistent but with slight differences due to angle",
+            "C. Somewhat inconsistent",
+            "D. Highly inconsistent"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Are the small details like the license plate text and the logo graphics consistently sharp and readable across all camera movements?",
+          "options": [
+            "Yes",
+            "No",
+            "Only in certain angles",
+            "They are never clear"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When viewing the rear of the truck, does it show the back of the vehicle with taillights and license plate, as expected?",
+          "options": [
+            "Yes",
+            "No",
+            "Only partially",
+            "It shows the front instead"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "As the camera moves from the side to the front, does the orientation of the truck's features (like the grille and headlights) change logically?",
+          "options": [
+            "A. Yes, they transition smoothly and logically",
+            "B. No, there's an illogical jump in orientation",
+            "C. Only sometimes do they transition logically",
+            "D. The orientation is always incorrect"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "When viewing the truck from the front, is the driver's side door visible and correctly oriented?",
+          "options": [
+            "Yes",
+            "No",
+            "Only in some front views",
+            "It's shown as the passenger side"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "Does the truck's logo and text ('SAN PEDRO SQUARE MARKET') maintain a consistent semantic orientation (not upside down or mirrored) across all views?",
+          "options": [
+            "A. Always consistent",
+            "B. Generally consistent",
+            "C. Sometimes inconsistent",
+            "D. Often inconsistent"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Are there any instances where a part of the truck is shown in an impossible or semantically incorrect way (e.g., a second front visible from the side)?",
+          "options": [
+            "Yes",
+            "No",
+            "Only in very distant views",
+            "Only in reflections"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the lighting on the truck appear consistent throughout the video, or does it change dramatically between shots?",
+          "options": [
+            "Yes, consistent",
+            "No, it changes noticeably",
+            "Only in certain angles",
+            "It's unpredictable"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "How would you rate the overall visual coherence of the truck's appearance across all camera movements?",
+          "options": [
+            "A. Excellent - everything looks perfectly integrated",
+            "B. Good - minor inconsistencies but mostly coherent",
+            "C. Fair - some noticeable issues",
+            "D. Poor - many problems with consistency"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Is there any evidence of digital artifacts (e.g., warping, ghosting, or unnatural blending) affecting the truck's appearance?",
+          "options": [
+            "Yes",
+            "No",
+            "Only in transitions between shots",
+            "Only in close-ups"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "When comparing the truck's appearance in the first few seconds to the last few seconds, how would you describe the consistency?",
+          "options": [
+            "A. Virtually identical",
+            "B. Very similar with only minor changes",
+            "C. Somewhat different",
+            "D. Significantly different"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Does the truck's shadow or interaction with the ground plane remain consistent with its 3D form and lighting conditions?",
+          "options": [
+            "Yes",
+            "No",
+            "Only in certain angles",
+            "It's inconsistent"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the vintage blue flatbed truck maintain its identity throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:52.388380"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which feature confirms the truck's identity persistence across segments?",
+          "options": [
+            "A. Color of the sky",
+            "B. 'SAN PEDRO SQUARE MARKET' logo",
+            "C. Changing background",
+            "D. Camera angle"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:52.388414"
+        },
+        {
+          "question_id": "28",
+          "type": "multiple_choice",
+          "question": "What aspect of the truck must stay consistent to preserve geometric integrity?",
+          "options": [
+            "A. Branding text color",
+            "B. Wheel alignment and body shape",
+            "C. Background lighting",
+            "D. Camera speed"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:52.388433"
+        },
+        {
+          "question_id": "29",
+          "type": "binary",
+          "question": "Are specific textures like rust and chipped paint mentioned as important visual details?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:52.388441"
+        },
+        {
+          "question_id": "30",
+          "type": "multiple_choice",
+          "question": "Which texture detail must remain consistent across all camera angles?",
+          "options": [
+            "A. Yellow umbrellas",
+            "B. Rust on the truck’s surface",
+            "C. Building facade",
+            "D. Camera path"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:52.388447"
+        },
+        {
+          "question_id": "31",
+          "type": "binary",
+          "question": "Does the video begin and end with the same side view of the truck?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:52.388454"
+        },
+        {
+          "question_id": "32",
+          "type": "multiple_choice",
+          "question": "What kind of camera motion is required for a complete horizontal loop?",
+          "options": [
+            "A. Zoom-in only",
+            "B. Vertical tilt",
+            "C. 360-degree orbit",
+            "D. Jump cut"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:52.388460"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_c377e6c6722ada96fe40ab147f9fee05963e9cc40b9e6cdc51dd48e788f2e0d1_object"
+  },
+  {
+    "task_id": "mem_tnt_5c230d78880b8c91f83954320759a4299ec025506ae677331c26e6220c455d3f_spatial",
+    "instance_id": "mem_tnt_5c230d78880b8c91f83954320759a4299ec025506ae677331c26e6220c455d3f",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_5c230d78880b8c91f83954320759a4299ec025506ae677331c26e6220c455d3f.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a bronze family statue situated in a circular brick plaza, surrounded by wooden benches and palm trees. The camera performs a smooth horizontal pan around the statue, capturing it from various angles while maintaining consistent background elements such as the modern building with glass windows and greenery. As the camera moves, it occasionally zooms in for closer views of the statue's details before returning to wider shots, ensuring spatial coherence and continuity throughout the exploration."
+        ],
+        "level_2": [
+          "At the beginning, the camera focuses on the bronze family statue from a frontal perspective, highlighting its intricate details and the inscription on its base. The surrounding environment includes a circular brick plaza, wooden benches, and a tall palm tree. In the middle, the camera pans horizontally around the statue, offering side and rear views while keeping the background buildings and greenery consistently visible. Toward the end, the camera retraces its path, revisiting earlier angles and zooming in slightly to emphasize specific features of the statue before concluding with a final wide shot."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a frontal view of the bronze family statue, showcasing its detailed craftsmanship and the inscription on its base. The surrounding area features a circular brick plaza, wooden benches, and a prominent palm tree, with a modern building visible in the background.",
+          "20-40%: The camera begins a slow horizontal pan to the right, revealing the side profile of the statue and providing a view of the wooden benches and greenery encircling the plaza. The background remains consistent, with the building and palm tree staying in frame.",
+          "40-60%: Continuing the pan, the camera moves further around the statue, capturing its rear view and emphasizing the flowing drapery of the figures' garments. The plaza's circular design and the evenly spaced benches become more apparent as the camera explores different perspectives.",
+          "60-80%: The camera starts to retrace its path, moving back toward the initial frontal view of the statue. It zooms in slightly to focus on the faces and hands of the figures, highlighting their emotional expressions before pulling back to a wider shot.",
+          "80-100%: In the final segment, the camera completes its near 360-degree loop, revisiting the original framing of the statue. It captures the full composition once more, ensuring that all spatial elements, including the plaza, benches, and background structures, remain visually consistent and coherent."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree horizontal rotation around the statue?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How many times does the camera revisit a previously seen angle within the first 20 seconds?",
+          "options": [
+            "Once",
+            "Twice",
+            "Three times",
+            "More than three times"
+          ],
+          "answer": "Twice",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the statue consistently framed in the same orientation when the camera returns to a prior viewpoint?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary direction of camera movement during the looping motion?",
+          "options": [
+            "Clockwise",
+            "Counter-clockwise",
+            "Random",
+            "Alternating"
+          ],
+          "answer": "Clockwise",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the camera maintain consistent lighting and shadow positioning on the statue across looped views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera return to the exact starting position and angle by the end of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "How does the final framing of the statue compare to the opening shot?",
+          "options": [
+            "Identical",
+            "Slightly different",
+            "Significantly different",
+            "Unrecognizable"
+          ],
+          "answer": "Slightly different",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are there any noticeable discrepancies in the statue's position relative to the surrounding benches between the start and end of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "Which segment shows the most significant deviation from previously seen camera paths?",
+          "options": [
+            "0 seconds-10 seconds",
+            "10 seconds-20 seconds",
+            "20 seconds-40 seconds",
+            "40 seconds-60 seconds"
+          ],
+          "answer": "40 seconds-60 seconds",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the camera exhibit smooth transitions when retracing its path?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Do the wooden benches and palm trees reappear in the same configuration after exiting the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "How consistent is the appearance of the modern building with glass windows when it re-enters the frame?",
+          "options": [
+            "Perfectly consistent",
+            "Slightly altered",
+            "Noticeably different",
+            "Unrecognizable"
+          ],
+          "answer": "Perfectly consistent",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Are the shadows cast by the palm trees on the ground consistent across different camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "What happens to the background foliage when the camera completes a full loop?",
+          "options": [
+            "It appears unchanged",
+            "It shifts slightly",
+            "It becomes blurred",
+            "It disappears entirely"
+          ],
+          "answer": "It appears unchanged",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Do the people walking in the background maintain consistent movement patterns when they re-enter the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Does the statue remain the central focus throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "How would you describe the overall camera movement style?",
+          "options": [
+            "Linear and straightforward",
+            "Chaotic and unpredictable",
+            "Exploratory and dynamic",
+            "Static and unchanging"
+          ],
+          "answer": "Exploratory and dynamic",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are there any abrupt changes in camera perspective that disrupt spatial continuity?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the camera's relationship to the statue?",
+          "options": [
+            "The camera orbits the statue at a fixed distance",
+            "The camera moves erratically around the statue",
+            "The camera maintains a consistent framing of the statue",
+            "The camera frequently loses sight of the statue"
+          ],
+          "answer": "The camera maintains a consistent framing of the statue",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Does the video demonstrate coherent spatial navigation around the main subject?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_5c230d78880b8c91f83954320759a4299ec025506ae677331c26e6220c455d3f_spatial"
+  },
+  {
+    "task_id": "mem_tnt_347b192573971cc541124018fe08d0198d80de2b7133ef1be6bf93a51771450e_spatial",
+    "instance_id": "mem_tnt_347b192573971cc541124018fe08d0198d80de2b7133ef1be6bf93a51771450e",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_347b192573971cc541124018fe08d0198d80de2b7133ef1be6bf93a51771450e.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a continuous, smooth circular camera movement around a bronze horse statue positioned on a beige pedestal in an outdoor plaza. The statue, depicted mid-rear with dynamic energy, is surrounded by a well-maintained environment featuring green lawns, palm trees, and a mix of modern and traditional buildings in the background. As the camera orbits the statue, various perspectives of the surrounding area are revealed, including a nearby street with moving cars and pedestrians, while maintaining consistent spatial relationships between the foreground statue and the background landmarks. The lighting suggests late afternoon or early evening, with soft shadows enhancing the three-dimensional form of the sculpture."
+        ],
+        "level_2": [
+          "At the beginning, the camera focuses on the front-left side of the bronze horse statue, highlighting its rearing posture and detailed craftsmanship. The background includes a grassy area with young trees and a building with large windows. As the camera moves, it reveals more of the plaza, showing a street with parked cars and pedestrians walking along the sidewalk. In the middle, the view shifts to the rear of the statue, offering a perspective of the modern architecture across the lawn. Toward the end, the camera returns to the initial viewpoint, completing the loop while consistently capturing the interplay of light and shadow on the statue.",
+          "In the first third, the camera captures the left side of the statue, emphasizing its muscular form against the backdrop of a palm tree and a building with arched windows. The middle section shows the statue from behind, with the modern glass-and-concrete structure becoming more prominent. The final third revisits the front-left angle, reinforcing the continuity of the scene as the camera smoothly transitions back to where it started, ensuring all background elements reappear seamlessly.",
+          "The opening segment introduces the statue from a frontal-left angle, with the surrounding greenery and architecture framing the composition. Midway through, the camera pans right, showcasing the rear of the statue and the adjacent street with vehicles and people. By the end, the camera completes its orbit, returning to the original framing, thus creating a cohesive visual journey that highlights both the statue and its environment."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a close-up shot of the bronze horse statue from its front-left side. The statue is captured in a rearing pose, with its front legs lifted and mane flowing backward. The background features a neatly trimmed lawn, several young trees, and a building with a red-tiled roof and large windows. The lighting is soft, suggesting late afternoon, and the camera begins its slow, circular movement around the statue.",
+          "20-40%: As the camera continues its orbit, it moves from the front-left toward the rear of the statue, revealing more of the surrounding plaza. The background now includes a street with parked cars and pedestrians walking along the sidewalk. A tall palm tree becomes visible on the right side of the frame, adding to the tropical ambiance. The camera maintains a steady pace, keeping the statue centered while gradually shifting the viewer's perspective.",
+          "40-60%: The camera reaches the rear of the statue, providing a clear view of its powerful hindquarters and flowing tail. The background now prominently features a modern building with large glass windows and a sloped roof. The transition from the natural elements (trees and grass) to the architectural structures is smooth, with the camera continuing its circular path without abrupt changes in angle or focus.",
+          "60-80%: Moving further around the statue, the camera shifts to the right side, capturing the horse's profile as it faces away from the viewer. The background now includes a streetlamp and a glimpse of the street with moving cars. The camera’s movement remains fluid, maintaining a consistent distance from the statue while gradually revealing new elements of the environment, such as additional palm trees and a parking lot in the distance.",
+          "80-100%: In the final segment, the camera returns to the front-left side of the statue, completing the full circular orbit. The background once again features the building with arched windows and the neatly maintained lawn. The lighting remains consistent, with the soft glow of late afternoon sunlight highlighting the statue's details. The video concludes by reinforcing the spatial continuity established at the beginning, with all key elements reappearing in their expected positions."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree horizontal loop around the statue?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How many times does the camera revisit the initial front-facing view of the statue?",
+          "options": [
+            "Once",
+            "Twice",
+            "Three times",
+            "Four times"
+          ],
+          "answer": "Twice",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the statue's position relative to the palm tree consistent across different camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary camera motion type used to capture the statue?",
+          "options": [
+            "Zooming in and out",
+            "Vertical panning",
+            "Horizontal orbiting",
+            "Random movement"
+          ],
+          "answer": "Horizontal orbiting",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the camera maintain a consistent distance from the statue during the loop?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera retrace its path at least once during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "How many distinct segments of the path are visible before the camera completes a full loop?",
+          "options": [
+            "2",
+            "4",
+            "6",
+            "8"
+          ],
+          "answer": "6",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are the background buildings and trees consistent when the camera returns to a previously visited angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What happens to the position of the parked cars in the background as the camera orbits?",
+          "options": [
+            "They move out of frame",
+            "They remain static",
+            "They shift perspective",
+            "They disappear"
+          ],
+          "answer": "They shift perspective",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is the statue's shadow consistent across different camera angles due to the same lighting conditions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Do background elements like the street and parked cars re-enter the frame after exiting?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "How many times do the modern glass buildings reappear in the background?",
+          "options": [
+            "Once",
+            "Twice",
+            "Three times",
+            "Four times"
+          ],
+          "answer": "Three times",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Are the palm trees consistently positioned relative to the statue when they re-enter the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "What remains constant in the background as the camera orbits?",
+          "options": [
+            "Lighting conditions",
+            "Position of the statue",
+            "Color of the sky",
+            "All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Do the re-entering background elements match their previous appearances in terms of detail and clarity?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Are any background elements occluded by the statue at any point?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "When the statue occludes the street, how consistent is the reveal of the street when the statue moves away?",
+          "options": [
+            "Perfectly consistent",
+            "Slightly inconsistent",
+            "Moderately inconsistent",
+            "Highly inconsistent"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Does the revealed background after occlusion match the previously seen state of that area?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "Which element is most consistently revealed after being occluded?",
+          "options": [
+            "Parked cars",
+            "Street lamps",
+            "Buildings",
+            "Pedestrians"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Is there any noticeable change in the appearance of the background when an occluded area is revealed again?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_347b192573971cc541124018fe08d0198d80de2b7133ef1be6bf93a51771450e_spatial"
+  },
+  {
+    "task_id": "mem_tnt_244802e503a003b212b2da2e7e2265cc15a97b19ec1933487096f94417132017_spatial",
+    "instance_id": "mem_tnt_244802e503a003b212b2da2e7e2265cc15a97b19ec1933487096f94417132017",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_244802e503a003b212b2da2e7e2265cc15a97b19ec1933487096f94417132017.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a bronze statue of a seated man reading, positioned on a circular stone base in a lush garden. The camera performs a continuous horizontal orbit around the statue, capturing it from various angles while maintaining consistent lighting and background elements such as the green lawn, flowerbeds with red and white flowers, and a beige building with arched windows in the distance. As the camera moves, it retraces its path multiple times, revisiting similar viewpoints to emphasize spatial coherence. The statue remains the central focus throughout, with the surrounding environment providing a serene and picturesque backdrop."
+        ],
+        "level_2": [
+          "At the beginning, the camera introduces the bronze statue of a seated man reading, set on a circular stone base amidst a vibrant garden. The initial shots capture the statue from a frontal perspective, highlighting its detailed craftsmanship and the tranquil setting of green grass, colorful flowerbeds, and a distant building with arched windows. In the middle, the camera begins its horizontal orbit, smoothly circling the statue to reveal different angles and perspectives, while consistently showcasing the surrounding landscape. Toward the end, the camera continues its loop-like trajectory, re-exploring previously seen viewpoints and ensuring that all parts of the scene are revisited coherently, maintaining a sense of spatial continuity."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a frontal view of the bronze statue of a seated man reading, situated on a circular stone base. The camera captures the statue's intricate details, with the lush green lawn, vibrant flowerbeds, and a beige building with arched windows forming a picturesque background. The lighting is bright and consistent, emphasizing the serene garden setting.",
+          "20-40%: The camera begins its horizontal orbit around the statue, smoothly transitioning from the frontal view to side angles. As it moves, the statue's back and side profiles become visible, revealing more of its sculptural form. The surrounding garden elements, including the flowerbeds and distant building, remain consistent, providing a stable backdrop for the dynamic camera movement.",
+          "40-60%: Continuing its orbit, the camera captures the statue from various angles, including close-ups of its seated posture and the book it holds. The circular stone base and the shallow pool of water around it are prominently featured. The camera's movement is fluid, maintaining a steady pace as it explores the statue's details while keeping the background elements in view.",
+          "60-80%: The camera completes its first full orbit around the statue, returning to a perspective similar to the initial frontal shot. It then begins to retrace its path, revisiting previously shown angles and viewpoints. This retracing emphasizes the loop-like nature of the camera movement, reinforcing spatial coherence and allowing viewers to recognize familiar elements within the scene.",
+          "80-100%: In the final segment, the camera continues its horizontal exploration, circling the statue once more. It captures the statue from a variety of angles, including close-ups of its facial features and the texture of its clothing. The surrounding garden, with its green lawn, flowerbeds, and distant building, remains a constant presence, providing a cohesive and immersive visual experience."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree horizontal rotation around the statue?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How many distinct phases does the camera's horizontal movement around the statue appear to have?",
+          "options": [
+            "A. One continuous phase",
+            "B. Two repeating phases",
+            "C. Three alternating phases",
+            "D. Four segmented phases"
+          ],
+          "answer": "B. Two repeating phases",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are there moments where the camera returns to an almost identical angle seen earlier in the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary direction of camera movement during the loop?",
+          "options": [
+            "A. Clockwise",
+            "B. Counter-clockwise",
+            "C. Random",
+            "D. Alternating"
+          ],
+          "answer": "A. Clockwise",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the camera maintain a consistent distance from the statue throughout the horizontal loop?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera revisit the same side of the statue more than once during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "At what point in the video does the camera first return to a viewpoint very similar to the opening shot?",
+          "options": [
+            "A. 10 seconds-15 seconds",
+            "B. 20 seconds-25 seconds",
+            "C. 30 seconds-35 seconds",
+            "D. 40 seconds-45 seconds"
+          ],
+          "answer": "B. 20 seconds-25 seconds",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is there evidence of the camera moving back along a path it had previously taken?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "How many times does the camera pass by the flowerbed on the right side of the statue?",
+          "options": [
+            "A. Once",
+            "B. Twice",
+            "C. Three times",
+            "D. Four times"
+          ],
+          "answer": "C. Three times",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the camera ever return to the exact starting angle within the first 10 seconds of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Do the flowerbeds and benches in the background reappear in the same configuration after being occluded?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When the camera moves behind the statue, which background element is temporarily occluded?",
+          "options": [
+            "A. The main building",
+            "B. The flowerbeds",
+            "C. The wooden bench",
+            "D. The tall trees"
+          ],
+          "answer": "A. The main building",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Is the relative position of the building to the statue consistent when viewed from opposite sides?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "How many times do the flowerbeds re-enter the frame after being out of view?",
+          "options": [
+            "A. Once",
+            "B. Twice",
+            "C. Three times",
+            "D. Four times"
+          ],
+          "answer": "C. Three times",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the lighting on the background building remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Does the camera exhibit both panning and tilting motions simultaneously?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "What is the primary type of camera movement observed throughout the video?",
+          "options": [
+            "A. Purely linear tracking",
+            "B. Purely rotational",
+            "C. Complex combination of panning, tilting, and orbiting",
+            "D. Stationary with zoom"
+          ],
+          "answer": "C. Complex combination of panning, tilting, and orbiting",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are there noticeable changes in the statue's apparent size due to camera zooming?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the camera's elevation change while circling the statue?",
+          "options": [
+            "A. It remains at a constant height",
+            "B. It frequently changes height",
+            "C. It only tilts up or down",
+            "D. It alternates between high and low elevations"
+          ],
+          "answer": "A. It remains at a constant height",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Does the video show any abrupt or jerky camera movements that disrupt spatial coherence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_244802e503a003b212b2da2e7e2265cc15a97b19ec1933487096f94417132017_spatial"
+  },
+  {
+    "task_id": "mem_tnt_a4764f2ff7a08c7d8dae83b3891516592f4b7eb732e6e4e645a235b8aa04138f_spatial",
+    "instance_id": "mem_tnt_a4764f2ff7a08c7d8dae83b3891516592f4b7eb732e6e4e645a235b8aa04138f",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_a4764f2ff7a08c7d8dae83b3891516592f4b7eb732e6e4e645a235b8aa04138f.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video presents a comprehensive exploration of a Victorian-style monument situated in a park, featuring a seated bronze statue within an arched structure atop a multi-tiered stone base. The camera performs a continuous horizontal pan around the monument, capturing it from various angles while maintaining consistent alignment and scale. As the camera moves, it tilts up and down to focus on different parts of the monument, including its base, middle section, and the statues at its apex. Background elements such as tall trees, a modern angular building to the left, and a paved walkway encircling the monument remain consistently visible, re-entering the frame as the camera pans. The lighting and positioning of these elements are preserved when they reappear, ensuring spatial coherence throughout the dynamic camera movements."
+        ],
+        "level_2": [
+          "At the beginning, the video focuses on the base of the Victorian-style monument, showcasing its multi-tiered stone structure and the surrounding green grass with small white flowers. The camera slowly tilts upward, revealing the seated bronze statue within the arched structure. In the middle, the camera continues its horizontal pan around the monument, capturing it from different perspectives while maintaining consistent alignment and scale. The background, including tall trees and a modern angular building to the left, remains visible as the camera moves. Toward the end, the camera tilts up further to focus on the upper portion of the monument, highlighting the statues at its apex, before completing the loop and returning to earlier viewpoints.",
+          "In the first third of the video, the camera starts with a close-up of the monument's base, emphasizing the detailed stonework and the paved walkway around it. As the video progresses into the second third, the camera pans horizontally, offering a full view of the monument from all sides, with the background elements like trees and the modern building consistently framing the scene. In the final third, the camera tilts upward, focusing on the upper sections of the monument, including the statues at the top, while the background remains stable and recognizable.",
+          "The initial segment of the video captures the lower part of the monument, focusing on its stone base and the surrounding park environment. The middle segment involves a continuous horizontal pan around the monument, with the camera tilting to show different angles and details, such as the inscriptions on the base and the seated bronze statue. The latter part of the video features vertical perspective changes, with the camera tilting up to reveal the statues at the top of the monument, while the background elements like trees and the modern building reappear consistently as the camera completes its loop."
+        ],
+        "level_3": [
+          "The video opens with a close-up view of the monument's base, highlighting the intricate stonework and the paved path surrounding it. The camera then begins a slow upward tilt, gradually revealing the seated bronze statue within the arched structure. During this initial phase, the background includes tall trees and a modern angular building to the left, which remain partially visible.",
+          "As the camera continues its movement, it starts a horizontal pan around the monument, capturing it from various angles. The pan is smooth and systematic, ensuring that the monument remains the central focus while the background elements, such as the trees and the modern building, stay consistently framed. The camera maintains a steady pace, allowing viewers to appreciate the monument's details from multiple perspectives.",
+          "During the middle portion of the video, the camera continues its horizontal pan, now focusing more on the middle section of the monument. The seated bronze statue is prominently featured, and the camera occasionally tilts to provide closer views of the inscriptions on the base. The background remains stable, with the trees and modern building consistently visible as the camera moves around the monument.",
+          "In the latter part of the video, the camera begins to tilt upward, focusing on the upper portion of the monument. This shift in perspective reveals the statues at the apex, adding a new layer of detail to the scene. The background elements, including the trees and the modern building, re-enter the frame as the camera completes its loop, maintaining spatial coherence. The lighting and positioning of these elements are preserved, ensuring a seamless transition between different angles.",
+          "Toward the end, the camera continues its horizontal pan, revisiting earlier viewpoints to complete the loop. The focus returns to the base of the monument, with the camera tilting downward to capture the detailed stonework once again. The background elements, such as the trees and the modern building, remain consistently visible, providing a sense of continuity. The video concludes with a final view of the monument from a slightly elevated angle, emphasizing its grandeur and the surrounding park environment."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera complete a full horizontal loop around the monument?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "At approximately what degree does the camera appear to re-engage with a previously seen angle?",
+          "options": [
+            "A. 90 degrees",
+            "B. 180 degrees",
+            "C. 270 degrees",
+            "D. 360 degrees"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are there moments where the monument appears nearly identical to an earlier shot after a full rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which landmark is consistently visible on the left side throughout the pan?",
+          "options": [
+            "A. A fountain",
+            "B. The modern angular building",
+            "C. Tall trees",
+            "D. A bridge"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "How would you describe the camera's movement around the monument?",
+          "options": [
+            "A. Random exploration",
+            "B. Clockwise loop",
+            "C. Counter-clockwise loop",
+            "D. Zigzag pattern"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera revisit specific angles of the monument after moving past them?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "After panning right, at which point does the camera begin to retrace its path back toward the initial viewpoint?",
+          "options": [
+            "A. Around 45 seconds",
+            "B. Around 90 seconds",
+            "C. Around 135 seconds",
+            "D. Around 180 seconds"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is there a noticeable recovery of the original framing of the monument's base seen at the start?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What visual cue most strongly supports the idea of path retracing?",
+          "options": [
+            "A. The changing sky conditions",
+            "B. The consistent visibility of the modern building",
+            "C. The monument appearing nearly identical to an earlier shot",
+            "D. The appearance of new background structures"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "How many times does the camera appear to pass by the same general area of the monument?",
+          "options": [
+            "A. Once",
+            "B. Twice",
+            "C. Three times",
+            "D. Multiple times"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the camera tilt significantly upwards to capture the top of the monument?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When the camera tilts up, which part of the monument comes into focus?",
+          "options": [
+            "A. The seated bronze statue",
+            "B. The ornate spire and winged figures",
+            "C. The engraved plaque on the base",
+            "D. The paved walkway"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Is the top of the monument consistently framed when the camera tilts up from different horizontal positions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "What happens to the relative position of the sky and the monument's top as the camera tilts up?",
+          "options": [
+            "A. The sky becomes more prominent",
+            "B. The monument's top moves out of frame",
+            "C. The sky remains constant",
+            "D. The monument's top aligns with the horizon"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "15",
+          "type": "multiple_choice",
+          "question": "How does the camera handle the transition between looking at the base and the top of the monument?",
+          "options": [
+            "A. Abruptly",
+            "B. With a smooth tilt",
+            "C. By cutting to a different angle",
+            "D. By zooming in and out"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Do background elements like the modern building and trees re-enter the frame after being out of view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "Which background element is visible on the left side at the beginning and reappears later in the pan?",
+          "options": [
+            "A. A fountain",
+            "B. The modern angular building",
+            "C. Tall trees",
+            "D. A bridge"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are the trees in the background consistently positioned relative to the monument when they reappear?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "What happens to the visibility of the modern building as the camera completes a full rotation?",
+          "options": [
+            "A. It is never visible",
+            "B. It is visible only at the start",
+            "C. It is visible at both the start and end",
+            "D. It is visible only at the end"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "How do the background elements behave in terms of re-entry?",
+          "options": [
+            "A. They disappear and are never seen again",
+            "B. They re-enter the frame in a different location",
+            "C. They re-enter the frame consistently",
+            "D. They are replaced by new elements"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the video exhibit a combination of horizontal and vertical camera movements?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which type of camera movement is NOT prominently featured in the video?",
+          "options": [
+            "A. Panning",
+            "B. Tilting",
+            "C. Zooming",
+            "D. Rotating"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Is the camera distance from the monument relatively consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "How would you best describe the overall camera motion strategy?",
+          "options": [
+            "A. Random exploration of the park",
+            "B. Systematic around-the-monument tour",
+            "C. Focused on the foreground only",
+            "D. Static with no movement"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "25",
+          "type": "multiple_choice",
+          "question": "What is the primary purpose of the camera's spatial exploration?",
+          "options": [
+            "A. To showcase the entire monument and its surroundings",
+            "B. To focus on the details of the bronze statue",
+            "C. To highlight the modern building",
+            "D. To create abstract visual effects"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_a4764f2ff7a08c7d8dae83b3891516592f4b7eb732e6e4e645a235b8aa04138f_spatial"
+  },
+  {
+    "task_id": "mem_tnt_88d372e8fdd3bf9ff3f3165e627d8e178998fc2481c48402178bda80a087ad21_spatial",
+    "instance_id": "mem_tnt_88d372e8fdd3bf9ff3f3165e627d8e178998fc2481c48402178bda80a087ad21",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_88d372e8fdd3bf9ff3f3165e627d8e178998fc2481c48402178bda80a087ad21.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a stationary yellow Caterpillar 950F wheel loader with an LC8V78 bucket, situated in a dry grass field under a clear blue sky. The camera performs a continuous and deliberate exploration around the loader, capturing it from various angles as it moves horizontally in a near-complete orbit, tilts up and down to show different elevations, and zooms in and out for close-ups of specific parts like the bucket and wheels. Background elements such as green trees, a dead tree stump on the right, and distant hills repeatedly enter and exit the frame as the camera orbits, requiring consistent alignment and scale upon revisiting these areas. The video maintains spatial and environmental consistency throughout, ensuring that the loader's appearance, relative positioning, and background re-entry are visually coherent."
+        ],
+        "level_2": [
+          "At the beginning, the camera focuses on the front-left side of the yellow Caterpillar 950F wheel loader, highlighting its large bucket and robust tires against a backdrop of dry grass and green trees. As the video progresses, the camera smoothly transitions into a horizontal orbit around the loader, capturing it from the front, sides, and rear, while occasionally tilting up to show the cab and down to focus on the wheels and bucket. The camera also zooms in for detailed views of the bucket's teeth and the tire treads, before pulling back to reveal the entire machine. Throughout this segment, the dead tree stump and surrounding trees remain visible, entering and exiting the frame as the camera moves.",
+          "In the middle portion, the camera continues its orbit around the loader, now focusing more on the rear and side profiles. The vertical perspective shifts as the camera tilts up to capture the top of the cab and then down to emphasize the large rear tires and the exhaust stack. The zooming in and out becomes more pronounced, with close-ups of the loader's side decals and mechanical components. The background remains consistent, with the green trees and distant hills providing a stable environment as the camera re-enters familiar angles and perspectives.",
+          "Toward the end, the camera completes its orbit by returning to the front-left view of the loader, mirroring the initial shot. The final scenes include a few more zoom-ins on the bucket and wheels, reinforcing the detailed examination of the loader's features. The camera then pulls back to a wide shot, showing the entire machine in the context of the dry field, with the dead tree stump and trees in the background. The video concludes with a steady, comprehensive view of the loader, ensuring all spatial and environmental elements are consistently represented."
+        ],
+        "level_3": [
+          "The video opens with a close-up of the front-left side of the yellow Caterpillar 950F wheel loader, showcasing its large bucket and rugged tires. The camera begins a smooth horizontal movement, starting to circle the loader while maintaining a consistent distance. The initial focus is on the front, gradually transitioning to the side as the camera orbits. The background features dry grass, green trees, and a dead tree stump on the right, which become part of the frame as the camera moves.",
+          "As the camera continues its orbit, it shifts to a higher vertical perspective, capturing the top of the loader's cab and then tilting down to focus on the large rear tires and the exhaust stack. The zooming in and out becomes more noticeable, with the camera moving closer to highlight details like the bucket's teeth and the tire treads. The background elements, including the green trees and distant hills, remain visible, entering and exiting the frame as the camera explores different angles.",
+          "The camera then moves to the rear of the loader, providing a clear view of the side decals and mechanical components. It tilts up to show the top of the cab and then down to emphasize the large rear tires and the exhaust stack. The zooming in and out continues, with close-ups of the loader's side features and the bucket. The background remains consistent, with the green trees and distant hills providing a stable environment as the camera re-enters familiar angles and perspectives.",
+          "In the next segment, the camera completes its orbit by moving back towards the front of the loader, now focusing on the front-right side. The vertical perspective shifts again, with the camera tilting up to capture the top of the cab and then down to emphasize the front tires and the bucket. The zooming in and out becomes more pronounced, with close-ups of the bucket's teeth and the tire treads. The background remains consistent, with the green trees and distant hills providing a stable environment as the camera re-enters familiar angles and perspectives.",
+          "The video concludes with the camera returning to the front-left view of the loader, mirroring the initial shot. The final scenes include a few more zoom-ins on the bucket and wheels, reinforcing the detailed examination of the loader's features. The camera then pulls back to a wide shot, showing the entire machine in the context of the dry field, with the dead tree stump and trees in the background. The video ends with a steady, comprehensive view of the loader, ensuring all spatial and environmental elements are consistently represented."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera perform a loop-like horizontal motion around the loader?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of camera motion is primarily observed in the video?",
+          "options": [
+            "A. Vertical-only exploration",
+            "B. Random, unpredictable motion",
+            "C. Horizontal loop and orbit",
+            "D. Straight-line path retracing"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are there multiple instances where the camera returns to a previously seen angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "During which time period does the camera complete a full horizontal orbit around the loader?",
+          "options": [
+            "A. 0 seconds - 15 seconds",
+            "B. 15 seconds - 40 seconds",
+            "C. 40 seconds - 60 seconds",
+            "D. 60 seconds - 90 seconds"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the camera motion characterized by smooth, continuous loops?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera retrace its path through the scene?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the camera's movement relative to the loader?",
+          "options": [
+            "A. It moves away and never returns",
+            "B. It follows a fixed circular path",
+            "C. It repeatedly passes through similar spatial regions",
+            "D. It only explores new areas"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "When the camera revisits a previous viewpoint, does it recover the scene consistently?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "How many distinct loops around the loader can be identified in the video?",
+          "options": [
+            "A. One",
+            "B. Two",
+            "C. Three",
+            "D. Four"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is there evidence of the camera passing over the same ground area more than once?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the camera change its vertical perspective (tilt up/down) while filming the loader?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "At what point does the camera show the lowest ground-level view of the loader?",
+          "options": [
+            "A. 150 seconds - 160 seconds",
+            "B. 210 seconds - 220 seconds",
+            "C. 250 seconds - 260 seconds",
+            "D. 300 seconds - 310 seconds"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "When the camera tilts up to show the top of the cab, is the orientation consistent with earlier high-angle shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Which of the following is NOT a valid vertical perspective shown?",
+          "options": [
+            "A. Ground-level view of the wheels",
+            "B. Mid-height view of the body",
+            "C. Top-down view of the operator",
+            "D. High-angle view of the cab"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Are there consistent vertical alignments when the camera returns to similar elevations?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Does the camera zoom in and out on the loader?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "In which segment is the camera closest to the loader's bucket?",
+          "options": [
+            "A. 10 seconds - 15 seconds",
+            "B. 100 seconds - 110 seconds",
+            "C. 270 seconds - 280 seconds",
+            "D. 350 seconds - 360 seconds"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "When the camera zooms in on the bucket, does it maintain the correct scale relative to the rest of the loader?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "What is the primary purpose of the zooming motion?",
+          "options": [
+            "A. To obscure details",
+            "B. To create disorientation",
+            "C. To highlight specific features",
+            "D. To reduce background visibility"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Is the loader's size consistent when viewed from different zoom levels?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Do background elements like trees and hills re-enter the frame after being out of view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which background element is visible in both the opening shot and the final shot?",
+          "options": [
+            "A. The dead tree stump",
+            "B. The green trees",
+            "C. The blue sky",
+            "D. The distant hills"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "When a background element re-enters the frame, does it appear in the same position and state as before?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "What causes the most dynamic changes in the background?",
+          "options": [
+            "A. Camera zooming",
+            "B. Camera panning",
+            "C. Camera orbiting",
+            "D. Camera tilting"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Are there any inconsistencies in the background elements' appearance upon re-entry?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_88d372e8fdd3bf9ff3f3165e627d8e178998fc2481c48402178bda80a087ad21_spatial"
+  },
+  {
+    "task_id": "mem_tnt_15d42cee734662bf8471fa3ead0266b2e0ffc015a980be20d4aee17b727c70e0_spatial",
+    "instance_id": "mem_tnt_15d42cee734662bf8471fa3ead0266b2e0ffc015a980be20d4aee17b727c70e0",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_15d42cee734662bf8471fa3ead0266b2e0ffc015a980be20d4aee17b727c70e0.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video explores the interior of a grand, historic courtroom, focusing on its ornate stained-glass dome ceiling and rich wooden furnishings. The camera moves through the space with smooth pans, tilts, and zooms, capturing the rows of wooden chairs in the audience area, the judge's bench at the front, and the jury box to the side. As the camera retraces its path and loops around the room, it revisits key spatial anchors such as the American flag near the judge's bench, the large windows with blinds, and the detailed ceiling patterns. The video emphasizes the consistent lighting and architectural details, ensuring that repeated views of the same areas maintain visual coherence, particularly when transitioning between vertical perspectives looking up at the dome and down at the courtroom floor."
+        ],
+        "level_2": [
+          "At the beginning, the video introduces the courtroom with a wide shot of the audience seating area, highlighting the red carpet and wooden chairs. The camera then pans across the room, revealing the judge's bench, the jury box, and the prominent stained-glass dome ceiling. In the middle section, the focus shifts to the intricate details of the dome and the chandeliers hanging from it, while also capturing the movement of the camera as it retraces its steps back toward the front of the courtroom. Toward the end, the video returns to the initial perspective of the audience area, reinforcing the spatial consistency by showing familiar elements like the American flag and the portraits on the walls."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a sweeping view of the courtroom's audience area, showcasing the rows of wooden chairs with teal cushions and the red patterned carpet. The camera slowly pans upward, revealing the ornate ceiling with its detailed moldings and the central stained-glass dome. Key spatial anchors include the American flag near the judge's bench and the large windows with blinds along the walls.",
+          "20-40%: The camera continues its exploration by moving closer to the judge's bench and the jury box, capturing the rich woodwork and the formal setup of the courtroom. It then tilts upward to focus on the stained-glass dome, emphasizing its vibrant colors and intricate designs. The camera retraces its path, returning to the audience area and maintaining consistent lighting and object positions.",
+          "40-60%: As the video progresses, the camera moves horizontally around the courtroom, capturing different angles of the wooden furnishings and the architectural details. It revisits the stained-glass dome from various perspectives, highlighting the interplay of light and color. The camera also captures the re-entry of background elements, such as the windows and portraits, ensuring their consistent appearance.",
+          "60-80%: The focus shifts to the vertical perspective changes, with the camera looking directly up at the dome and then tilting down to show the courtroom floor. This transition is smooth, maintaining the spatial coherence of the environment. The video then moves to the side of the courtroom, capturing the jury box and the additional seating areas, before returning to the front of the room.",
+          "80-100%: In the final segment, the camera retraces its earlier paths, revisiting the audience area and the judge's bench. It captures the consistent positioning of the American flag and the portraits on the walls. The video concludes with a final view of the stained-glass dome, emphasizing its beauty and the overall grandeur of the courtroom."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera perform significant horizontal loop-like movements, revisiting similar angles of the courtroom?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "Which part of the courtroom is revisited most frequently due to horizontal camera loops?",
+          "options": [
+            "A. The jury box area",
+            "B. The judge's bench",
+            "C. The back wall with windows",
+            "D. The stained-glass dome"
+          ],
+          "answer": "D. The stained-glass dome",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are there instances where the camera returns to an exact or nearly exact previous viewpoint after a horizontal pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What evidence suggests horizontal loop memory?",
+          "options": [
+            "A. Repeated close-ups of the American flag",
+            "B. Multiple shots of the jury box from slightly different angles",
+            "C. Camera returning to the initial wide shot of the courtroom",
+            "D. Frequent focus on the wooden chairs in the gallery",
+            "E. All of the above",
+            "F. None of the above"
+          ],
+          "answer": "E. All of the above",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the camera's horizontal movement create a sense of circular exploration around the central features of the room?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera retrace its path through the courtroom at least three times during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When the camera retraces its path, which elements are most critical to maintain visual consistency?",
+          "options": [
+            "A. The position and orientation of the chandeliers",
+            "B. The lighting on the red carpet",
+            "C. The alignment of the wooden chairs in the gallery",
+            "D. All of the above",
+            "E. None of the above",
+            "F. Only A and C"
+          ],
+          "answer": "D. All of the above",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is there a noticeable difference in the appearance of the stained-glass dome when viewed from the front versus when viewed from the back?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What happens when the camera returns to a previously visited section of the courtroom?",
+          "options": [
+            "A. The lighting appears noticeably different",
+            "B. The arrangement of objects is altered",
+            "C. The background elements like windows and portraits are consistent",
+            "D. The camera angle is completely new",
+            "E. Both A and B",
+            "F. None of the above"
+          ],
+          "answer": "C. The background elements like windows and portraits are consistent",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the camera consistently recover the same viewpoint when it retraces a path, such as returning from the dome to the front of the courtroom?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the camera change its vertical perspective significantly, looking up at the dome and then down at the courtroom floor?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "How does the camera handle the transition between looking up at the dome and looking down at the courtroom?",
+          "options": [
+            "A. It maintains a consistent horizon line",
+            "B. It causes disorientation in object scale",
+            "C. It results in inconsistent lighting on the red carpet",
+            "D. It leads to misalignment of the wooden chairs",
+            "E. All of the above",
+            "F. None of the above"
+          ],
+          "answer": "A. It maintains a consistent horizon line",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "When the camera looks up at the stained-glass dome, is the dome always centered in the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "What is the effect of changing vertical perspective on the perceived size of the courtroom elements?",
+          "options": [
+            "A. The dome appears larger when viewed from below",
+            "B. The wooden chairs appear smaller when viewed from above",
+            "C. The American flag appears more prominent when viewed from below",
+            "D. All of the above",
+            "E. None of the above",
+            "F. Only A and B"
+          ],
+          "answer": "D. All of the above",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Is the relative position of the chandeliers consistent when the camera transitions between looking up and looking down?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Do background elements such as the windows and portraits re-enter the frame after being out of view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "Which background element is most consistently visible across different camera angles?",
+          "options": [
+            "A. The American flag",
+            "B. The stained-glass dome",
+            "C. The wooden judge's bench",
+            "D. The row of wooden chairs",
+            "E. The portraits on the walls",
+            "F. The chandeliers"
+          ],
+          "answer": "E. The portraits on the walls",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are the windows with blinds consistently positioned in the background when they re-enter the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "What happens to the background elements when the camera moves away and then returns?",
+          "options": [
+            "A. They appear exactly the same",
+            "B. They shift slightly in position",
+            "C. They change in brightness",
+            "D. They become partially obscured",
+            "E. Both A and B",
+            "F. None of the above"
+          ],
+          "answer": "E. Both A and B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Is there any instance where a background element (e.g., a portrait) re-enters the frame but appears differently lit or positioned?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Are there instances where the judge's bench is temporarily occluded and then revealed again?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "What occurs when the jury box is revealed after being occluded?",
+          "options": [
+            "A. It appears exactly as before",
+            "B. The lighting on it changes",
+            "C. Its position relative to other objects shifts",
+            "D. All of the above",
+            "E. None of the above",
+            "F. Only A and C"
+          ],
+          "answer": "A. It appears exactly as before",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the revealed state of the judge's bench match its previously seen state in terms of object placement and lighting?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "Which element is most likely to be occluded and then revealed?",
+          "options": [
+            "A. The American flag",
+            "B. The stained-glass dome",
+            "C. The wooden judge's bench",
+            "D. The row of wooden chairs",
+            "E. The chandeliers",
+            "F. The jury box"
+          ],
+          "answer": "F. The jury box",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Is the occlusion and subsequent reveal of the jury box handled smoothly without noticeable inconsistencies?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_15d42cee734662bf8471fa3ead0266b2e0ffc015a980be20d4aee17b727c70e0_spatial"
+  },
+  {
+    "task_id": "mem_tnt_4917553f77bf46830cbc3ef9a6f6aea706f13c0938c5c828ae6670bf79045857_spatial",
+    "instance_id": "mem_tnt_4917553f77bf46830cbc3ef9a6f6aea706f13c0938c5c828ae6670bf79045857",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_4917553f77bf46830cbc3ef9a6f6aea706f13c0938c5c828ae6670bf79045857.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video captures a comprehensive exploration of the Santa Cruz Surfing Museum lighthouse building, showcasing its red brick structure, American flag on a pole, and the museum entrance with signage. The camera performs various movements including panning around the circular base of the lighthouse, tilting up to reveal the top lantern room, zooming in on details like solar panels on the roof, and retracing paths to revisit similar angles. The coastal background with the ocean and sky is consistently visible as the camera moves, and foreground elements such as the flagpole, tree, and benches occasionally occlude parts of the view before revealing them again. The video maintains spatial consistency across all shots, ensuring that the relative positions of the lighthouse, flag, and surrounding environment remain coherent throughout."
+        ],
+        "level_2": [
+          "At the beginning, the video introduces the Santa Cruz Surfing Museum lighthouse with a wide shot, highlighting its red brick construction, the American flag, and the museum entrance. The camera pans horizontally around the base of the lighthouse, capturing different angles while maintaining consistent alignment with the flagpole and surrounding benches. In the middle section, the camera tilts upward to focus on the top of the lighthouse, revealing the lantern room and birds perched there, then zooms out to show the entire structure alongside the coastal backdrop. Toward the end, the video revisits earlier perspectives, retraces the camera's path along the side of the building, and concludes with a final panoramic view of the lighthouse against the blue sky and ocean.",
+          "In the first third of the video, the focus is on establishing the setting with a broad view of the Santa Cruz Surfing Museum lighthouse. The camera pans smoothly around the building, emphasizing the architectural details and the presence of the American flag. As the video progresses into the second third, the perspective shifts upward, capturing the intricate design of the lighthouse's top and the solar panels installed on the roof. The final third involves a return to familiar viewpoints, with the camera repositioning itself to offer fresh angles while reinforcing the spatial relationships between the lighthouse, flag, and surrounding environment.",
+          "The initial segment sets the scene by presenting the Santa Cruz Surfing Museum lighthouse from a distance, allowing viewers to absorb the overall composition of the building and its surroundings. Midway through the video, the camera explores the vertical dimensions of the lighthouse, moving from the base to the top and capturing the interplay of light and shadow on the brick surface. In the concluding portion, the video circles back to earlier vantage points, ensuring continuity by confirming that previously seen elements like the flagpole and coastal horizon remain visually aligned and unchanged."
+        ],
+        "level_3": [
+          "The video opens with a static wide shot of the Santa Cruz Surfing Museum lighthouse, showcasing its red brick facade, barred windows, and the American flag prominently displayed on a tall pole. The camera begins a slow horizontal pan to the left, gradually revealing more of the building's side and the adjacent wooden benches. As the pan continues, the flagpole momentarily obstructs the view before clearing, allowing the camera to capture the full height of the lighthouse and its white lantern room at the top.",
+          "Transitioning into the second segment, the camera tilts upward, focusing on the upper portion of the lighthouse to highlight the intricate details of the lantern room and the solar panels mounted on the roof. The American flag flutters in the breeze, adding a dynamic element to the otherwise static shot. After a brief zoom-in on the flag and lantern room, the camera pans downward, retracing its path along the side of the building and passing by the parked cars in the background parking lot.",
+          "In the third segment, the camera returns to the ground level, circling around the base of the lighthouse once more. This time, it focuses on the museum entrance, where a sign reading 'Santa Cruz Surfing Museum' is clearly visible. The camera then pans to the left, revealing a small tree growing against the brick wall and casting shadows on the building. As the pan continues, the viewer is treated to a series of close-up shots of the lighthouse's architectural details, including the barred windows and decorative trim.",
+          "Moving into the fourth segment, the camera shifts its focus to the right side of the lighthouse, capturing the expansive coastal view with the ocean stretching to the horizon. The American flag remains a constant presence, waving gently in the breeze. The camera then tilts downward, following the line of the building's roofline and capturing the solar panels installed on the sloped roof. As the tilt concludes, the camera pans back to the left, returning to the front of the lighthouse and the museum entrance.",
+          "In the final segment, the camera performs a sweeping pan around the entire circumference of the lighthouse, offering a complete 360-degree view of the structure. The sun casts long shadows across the building, emphasizing its texture and depth. The video concludes with a zoomed-out shot that encompasses the entire lighthouse, the American flag, and the surrounding environment, providing a satisfying sense of closure and spatial coherence."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera perform any significant horizontal loop-like motion, revisiting earlier views of the lighthouse?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How many times does the camera revisit a similar angle of the lighthouse's front facade?",
+          "options": [
+            "Once",
+            "Twice",
+            "Three times",
+            "More than three times"
+          ],
+          "answer": "More than three times",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are there instances where the camera returns to an exact previous viewpoint after a full horizontal pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the approximate range of the camera's horizontal rotation around the lighthouse?",
+          "options": [
+            "90 degrees",
+            "180 degrees",
+            "270 degrees",
+            "360 degrees"
+          ],
+          "answer": "360 degrees",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the American flag appear in the same relative position in the frame when the camera returns to previously visited angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera ever retrace a previously traveled path to recover a prior viewpoint?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When the camera retraces its path, how consistent is the alignment of the lighthouse with the flagpole?",
+          "options": [
+            "Perfectly aligned",
+            "Slightly misaligned",
+            "Misaligned by more than 10 degrees",
+            "Completely misaligned"
+          ],
+          "answer": "Perfectly aligned",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are there moments where the camera moves forward and backward along the same route to capture the same section of the building?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What percentage of the video involves the camera retracing its steps to revisit earlier scenes?",
+          "options": [
+            "Less than 20%",
+            "20-40%",
+            "40-60%",
+            "More than 60%"
+          ],
+          "answer": "More than 60%",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is the relative scale of the lighthouse and flag consistent when viewed from the same distance after retracing a path?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the camera change its pitch significantly to look up at the lighthouse's lantern room?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "How often does the camera tilt down to focus on the base of the lighthouse?",
+          "options": [
+            "Rarely",
+            "Occasionally",
+            "Frequently",
+            "Always"
+          ],
+          "answer": "Frequently",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Are the top and bottom sections of the lighthouse consistently aligned when switching between high and low perspectives?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "What is the maximum vertical angle difference observed between the highest and lowest camera perspectives?",
+          "options": [
+            "30 degrees",
+            "60 degrees",
+            "90 degrees",
+            "120 degrees"
+          ],
+          "answer": "90 degrees",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the camera maintain a consistent vertical relationship between the flagpole and the top of the lighthouse when tilting up and down?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Does the camera zoom in and out on the lighthouse and its features (e.g., windows, flag) during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "When zooming in on the 'Santa Cruz Surfing Museum' sign, is the text legible and consistent in size and orientation?",
+          "options": [
+            "Always consistent",
+            "Usually consistent",
+            "Sometimes inconsistent",
+            "Often inconsistent"
+          ],
+          "answer": "Always consistent",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are there noticeable changes in the perceived size of the lighthouse when zooming in and out?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "What is the primary purpose of zooming in on the lighthouse's roof with solar panels?",
+          "options": [
+            "To highlight architectural detail",
+            "To check for structural damage",
+            "To showcase sustainability features",
+            "To measure roof dimensions"
+          ],
+          "answer": "To showcase sustainability features",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Does the relative scale of the flag compared to the lighthouse remain constant when zooming in and out?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the coastal background (ocean, sky, distant land) frequently leave and re-enter the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "How consistent is the color and brightness of the sky when the background re-enters the frame?",
+          "options": [
+            "Perfectly consistent",
+            "Slightly inconsistent",
+            "Consistent with minor variations",
+            "Highly inconsistent"
+          ],
+          "answer": "Perfectly consistent",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Are the relative positions of the ocean and landmasses consistent when they reappear in the background?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "What is the average time interval between the first and second appearance of the distant coastline in the background?",
+          "options": [
+            "Less than 1 minute",
+            "1-2 minutes",
+            "2-3 minutes",
+            "More than 3 minutes"
+          ],
+          "answer": "1-2 minutes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Does the lighting on the background elements (ocean, trees, sky) remain consistent across their appearances?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Are there instances where the lighthouse is partially occluded by the flagpole, tree, or benches?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "When the flagpole occludes the top of the lighthouse, is the revealed portion consistent with the previously visible top?",
+          "options": [
+            "Perfectly consistent",
+            "Slightly inconsistent",
+            "Consistent with minor variations",
+            "Inconsistent"
+          ],
+          "answer": "Perfectly consistent",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Does the tree in the foreground consistently reveal the same part of the lighthouse wall when it moves out of the way?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "How often does the camera reveal a previously occluded section of the lighthouse?",
+          "options": [
+            "Rarely",
+            "Occasionally",
+            "Frequently",
+            "Always"
+          ],
+          "answer": "Frequently",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Are the details (e.g., brick texture, window grilles) on the lighthouse wall consistent when revealed after being occluded?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_4917553f77bf46830cbc3ef9a6f6aea706f13c0938c5c828ae6670bf79045857_spatial"
+  },
+  {
+    "task_id": "mem_tnt_0b199d304a74f9c3d2003c36f68bbf95fa52d9983fd2275bdae66a61e23d49d5_spatial",
+    "instance_id": "mem_tnt_0b199d304a74f9c3d2003c36f68bbf95fa52d9983fd2275bdae66a61e23d49d5",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_0b199d304a74f9c3d2003c36f68bbf95fa52d9983fd2275bdae66a61e23d49d5.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a detailed exploration of a Panther tank, numbered '501', displayed in an open hangar alongside other military tanks. The camera performs a continuous circular movement around the tank, capturing its camouflage pattern, six road wheels on each side, and various external features such as the turret, tracks, and mounted equipment. As the camera pans horizontally and tilts vertically, it zooms in and out to highlight specific details while maintaining consistent spatial relationships with the tank. The open hangar bay door and surrounding tanks periodically reappear in the background, ensuring environmental continuity. The video concludes with a final panoramic view of the Panther tank from multiple angles."
+        ],
+        "level_2": [
+          "At the beginning, the camera focuses on the Panther tank '501', highlighting its camouflage design and the number '501' on the turret. The camera then starts a horizontal pan around the tank, revealing its side profile and the six road wheels on each side. In the middle, the camera tilts upward to capture the turret and gun barrel, then zooms out to show the tank's overall structure within the hangar setting. Toward the end, the camera retraces its path, revisiting earlier viewpoints and providing a comprehensive overview of the tank from all angles, with the open hangar door and other tanks consistently visible in the background."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a close-up shot of the Panther tank '501', focusing on its front-left side. The camera captures the detailed camouflage pattern, the number '501' on the turret, and the initial road wheels. The open hangar bay door is visible in the background, along with parts of other tanks lined up nearby.",
+          "20-40%: The camera begins a smooth horizontal pan to the right, circling the tank and revealing its side profile. As it moves, the camera tilts slightly upward to focus on the turret and gun barrel, then zooms out to provide a broader view of the tank's length and its position within the hangar. The background remains consistent, showing the open bay door and adjacent tanks.",
+          "40-60%: Continuing its circular motion, the camera moves toward the rear of the Panther tank, capturing the back panel and exhaust pipes. It then tilts downward to focus on the tracks and road wheels, zooming in for a detailed look at these components. The camera retraces part of its earlier path, revisiting the side and front views of the tank while maintaining spatial consistency with the environment.",
+          "60-80%: The camera completes its circle around the tank, returning to the front-left side. It zooms in again on the turret and gun barrel, emphasizing the number '501' and the intricate details of the tank's exterior. The open hangar door and other tanks in the background reappear, reinforcing the spatial context. The camera then begins to pull back, preparing for the final overview.",
+          "80-100%: In the final segment, the camera provides a panoramic view of the Panther tank '501' from multiple angles, summarizing the earlier detailed shots. It pans slowly around the tank once more, ensuring all key features are captured. The video concludes with a wide shot that encompasses the entire tank and its surroundings, leaving a lasting impression of the vehicle's imposing presence in the hangar."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera perform a loop-like horizontal motion around the tank?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How does the camera handle revisiting the initial left-side view of the tank after circling around?",
+          "options": [
+            "A. It perfectly recovers the original viewpoint",
+            "B. It shows a slightly different angle",
+            "C. It fails to recover the viewpoint at all",
+            "D. It zooms in unexpectedly"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are there instances where the camera returns to a previously seen angle of the tank's front-left side?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "When the camera moves from the front to the rear of the tank, does it maintain a consistent height and distance?",
+          "options": [
+            "A. Yes, consistently",
+            "B. No, there are noticeable changes",
+            "C. Sometimes, but not always",
+            "D. The camera only moves horizontally"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the tank's number '501' remain clearly visible and consistently positioned in the frame during the circular pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "When the camera retraces its path to the front of the tank, does it align precisely with the earlier front view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "After moving to the rear of the tank, how does the camera's return to the side view compare to the initial side view?",
+          "options": [
+            "A. It is identical",
+            "B. It is slightly off in angle",
+            "C. It is zoomed in differently",
+            "D. It shows a different section of the tank"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera consistently recover the initial left-side view after completing a full 360-degree pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What happens when the camera moves from the right side back to the front of the tank?",
+          "options": [
+            "A. It seamlessly transitions to the front view",
+            "B. It jumps to a different angle abruptly",
+            "C. It loses sight of the tank temporarily",
+            "D. It zooms out significantly"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is there any noticeable drift or misalignment when the camera returns to a previously visited angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the camera maintain consistent vertical alignment with the tank when tilting up to show the top of the turret?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When the camera tilts down to focus on the tank's tracks, does it return to the same vertical level when showing the front again?",
+          "options": [
+            "A. Yes, exactly the same level",
+            "B. Slightly higher",
+            "C. Slightly lower",
+            "D. It varies unpredictably"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Are the relative positions of the tank's road wheels consistent when viewed from different elevations?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "How does the camera handle the transition from a high-angle view of the turret to a low-angle view of the tracks?",
+          "options": [
+            "A. It smoothly transitions without distortion",
+            "B. It causes a noticeable shift in object size",
+            "C. It loses detail in the tank's features",
+            "D. It distorts the background elements"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the open hangar door in the background remain consistently visible and aligned with the tank's position during vertical camera movements?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When the camera zooms in on the tank's number '501', does it maintain the correct scale relative to the rest of the tank?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "After zooming out from a close-up of the tracks, does the tank appear at the same scale as before?",
+          "options": [
+            "A. Yes, perfectly scaled",
+            "B. Slightly larger",
+            "C. Slightly smaller",
+            "D. Significantly different"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Does the relative size of the tank's road wheels remain consistent when zooming in and out?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "When the camera zooms in on the front hull, do the proportions of the hatches and vents match their appearance in wider shots?",
+          "options": [
+            "A. Yes, exact match",
+            "B. Slight discrepancy",
+            "C. Noticeable difference",
+            "D. Cannot determine"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Is there any evidence of inconsistent scaling when comparing the tank's length in wide shots versus close-ups?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "When the open hangar door re-enters the frame after being out of view, does it look identical to its previous appearance?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "How consistent is the appearance of the other tanks in the background when they re-enter the frame?",
+          "options": [
+            "A. Identical to their first appearance",
+            "B. Slightly different due to lighting",
+            "C. Hardly recognizable",
+            "D. Completely new tanks"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the lighting on the re-entering background elements (e.g., trees outside) match their previous illumination?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "When the camera pans left and the open door exits, then later re-enters, is the door's position and state (open/closed) consistent?",
+          "options": [
+            "A. Always consistent",
+            "B. Sometimes inconsistent",
+            "C. Rarely consistent",
+            "D. Completely unpredictable"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Are the relative positions of the background tanks stable when they re-enter the frame compared to their initial placement?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "When the camera moves behind the tank and reveals a part of the background that was previously occluded, does it match the earlier view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "How consistent is the appearance of the wall-mounted windows in the background when they are revealed after being occluded?",
+          "options": [
+            "A. Perfectly consistent",
+            "B. Slightly altered",
+            "C. Noticeably different",
+            "D. Unrecognizable"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Does the re-revealed portion of the open hangar door retain the same level of brightness and detail?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "When the tank partially occludes the other tanks in the background, do they appear unchanged once fully revealed again?",
+          "options": [
+            "A. Yes, identical",
+            "B. Slightly faded",
+            "C. Different markings",
+            "D. Distorted in shape"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Are the details on the far wall (e.g., pictures or signs) consistent when they are occluded and then revealed again?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_0b199d304a74f9c3d2003c36f68bbf95fa52d9983fd2275bdae66a61e23d49d5_spatial"
+  },
+  {
+    "task_id": "mem_tnt_5817f81eddb995fc6004532115c631a2eba651d7af9e085afc3210a19e0e1904_spatial",
+    "instance_id": "mem_tnt_5817f81eddb995fc6004532115c631a2eba651d7af9e085afc3210a19e0e1904",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_5817f81eddb995fc6004532115c631a2eba651d7af9e085afc3210a19e0e1904.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video explores a spacious banquet hall with a wooden truss ceiling featuring exposed beams and elegant chandeliers. The camera moves through the room, capturing rows of green chairs set around tables covered in light purple tablecloths, white pillars with decorative capitals, and glass doors leading to an outdoor terrace named 'Pacific Terrace.' As the camera navigates, it revisits key areas such as the buffet table with silver chafing dishes, the left side near the glass doors, and the central area around the pillars and chandeliers. The video emphasizes spatial consistency by retracing paths and maintaining coherent vertical perspectives, ensuring that background elements like potted plants and distant walls reappear consistently upon re-entry."
+        ],
+        "level_2": [
+          "At the beginning, the video introduces the banquet hall's grand interior, focusing on the wooden ceiling beams and chandeliers while showcasing the neatly arranged tables and chairs. The camera then moves toward the right side of the room, revealing the buffet area with its silver chafing dishes and decorative lanterns. In the middle, the camera retraces its path back to the left side near the glass doors, emphasizing the continuity of spatial features such as the white pillars and potted plants. Toward the end, the camera tilts upward to highlight the intricate details of the ceiling before returning to capture the full expanse of the room once more.",
+          "In the first third of the video, the focus is on the overall layout of the banquet hall, including the wooden ceiling, chandeliers, and the arrangement of tables and chairs. The camera then shifts to explore the right side of the room, highlighting the buffet table and its surroundings. As the video progresses into the second third, the camera retraces its earlier path, revisiting the left side of the room near the glass doors and re-emphasizing the spatial consistency of the environment. In the final third, the camera tilts up to showcase the ceiling's architectural details before panning back down to capture the entire room from a fresh perspective.",
+          "The initial segment of the video sets the scene by capturing the banquet hall's main features: the wooden ceiling with beams and chandeliers, the rows of green chairs, and the tables set for an event. The middle section focuses on the buffet area and the right side of the room, where the camera captures the silver chafing dishes and decorative elements. Toward the end, the video revisits previously seen areas, such as the left side near the glass doors and the central part of the room, ensuring that spatial relationships remain consistent throughout the exploration."
+        ],
+        "level_3": [
+          "The video opens with a sweeping view of the banquet hall, highlighting the wooden truss ceiling with its intricate beams and ornate chandeliers. The camera then moves to the right, revealing the buffet table adorned with silver chafing dishes and decorative lanterns, while also capturing the large windows and glass doors leading to the Pacific Terrace. The scene transitions smoothly as the camera begins to retrace its path, returning to the left side of the room near the glass doors, where the spatial consistency of the white pillars and potted plants is maintained.",
+          "As the video progresses, the camera continues its journey through the banquet hall, focusing on the detailed architecture of the ceiling and the evenly spaced chandeliers. The middle portion of the video revisits the buffet area, emphasizing the decorative elements and the spatial coherence of the environment. The camera then moves back toward the left side of the room, capturing the glass doors and the outdoor terrace, ensuring that the spatial relationships between objects remain consistent.",
+          "In the third segment, the camera tilts upward to showcase the ceiling's wooden beams and the intricate design of the chandeliers, providing a detailed view of the room's upper structure. The video then transitions to a broader perspective, capturing the entire banquet hall from a new angle, highlighting the rows of green chairs and the tables set for an event. The final segment returns to the buffet area, reinforcing the spatial consistency of the environment before concluding with a panoramic view of the entire room.",
+          "The fourth segment of the video focuses on the left side of the banquet hall, near the glass doors leading to the Pacific Terrace. The camera captures the white pillars and potted plants, ensuring that these elements remain consistent with their earlier appearances. The video then moves back toward the center of the room, revisiting the area around the pillars and chandeliers, and finally tilts upward to emphasize the ceiling's architectural details once more.",
+          "Toward the end of the video, the camera pans across the banquet hall, capturing the rows of green chairs and the tables set for an event. The video concludes with a final sweep of the room, highlighting the wooden ceiling beams and chandeliers, and ensuring that all spatial relationships and environmental cues remain consistent throughout the entire exploration."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera revisit a similar view of the central chandelier and pillar area more than once?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How many distinct times does the camera appear to circle or loop around the main chandelier area?",
+          "options": [
+            "Once",
+            "Twice",
+            "Three Times",
+            "Four Times"
+          ],
+          "answer": "Twice",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is there evidence of the camera performing a horizontal pan that returns to a prior viewpoint within a short time frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "During which segment is the horizontal looping motion most evident?",
+          "options": [
+            "10 seconds-20 seconds",
+            "20 seconds-40 seconds",
+            "40 seconds-60 seconds",
+            "60 seconds-80 seconds"
+          ],
+          "answer": "10 seconds-20 seconds",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the camera's horizontal movement create a sense of revisiting the same general area multiple times?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera return to the buffet table area after initially moving away from it?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "In which time segment does the camera first retrace its path back towards the initial viewpoint near the glass doors?",
+          "options": [
+            "30 seconds-50 seconds",
+            "50 seconds-70 seconds",
+            "70 seconds-90 seconds",
+            "90 seconds-110 seconds"
+          ],
+          "answer": "50 seconds-70 seconds",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are there at least two instances where the camera revisits the same section of the room (e.g., the left wall with windows)?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What is the primary reason for the path-retracing motion in this video?",
+          "options": [
+            "To showcase different lighting conditions",
+            "To provide a comprehensive tour of the space",
+            "To test camera stability",
+            "To focus on specific objects like chandeliers"
+          ],
+          "answer": "To provide a comprehensive tour of the space",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the camera's retraced path show consistent spatial relationships between objects like tables, chairs, and plants?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the camera tilt significantly upwards to capture the ceiling structure multiple times?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "At what point does the camera perform a pronounced upward tilt to focus on the ceiling beams and chandeliers?",
+          "options": [
+            "0 seconds-10 seconds",
+            "10 seconds-20 seconds",
+            "20 seconds-30 seconds",
+            "30 seconds-40 seconds"
+          ],
+          "answer": "20 seconds-30 seconds",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "When the camera tilts down from the ceiling, do the relative positions of the chandeliers and beams match their previous appearance?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "How does the camera handle vertical perspective changes when transitioning between floor level and ceiling views?",
+          "options": [
+            "Maintains consistent scale and alignment",
+            "Shows noticeable distortion",
+            "Requires manual adjustment",
+            "Results in disorienting shifts"
+          ],
+          "answer": "Maintains consistent scale and alignment",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Is there a clear continuity in the vertical perspective when the camera moves between the buffet table and the ceiling?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Do the glass doors labeled 'PACIFIC TERRACE' re-enter the frame after being out of view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "Which background element consistently reappears throughout the video?",
+          "options": [
+            "The white pillars",
+            "The buffet table",
+            "The glass doors",
+            "The chandeliers"
+          ],
+          "answer": "The glass doors",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "When the glass doors re-enter the frame, is the outdoor terrace visible and consistent with previous appearances?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "In which segment does the camera first show the outdoor terrace through the glass doors?",
+          "options": [
+            "0 seconds-10 seconds",
+            "10 seconds-20 seconds",
+            "20 seconds-30 seconds",
+            "30 seconds-40 seconds"
+          ],
+          "answer": "0 seconds-10 seconds",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Are the background elements like potted plants and outdoor furniture consistent each time they reappear?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Is the area near the exit doors consistently visible when it reappears after being occluded?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which part of the room is initially occluded by a pillar and later fully revealed?",
+          "options": [
+            "The left wall with windows",
+            "The buffet table",
+            "The far end near the exit doors",
+            "The central chandelier area"
+          ],
+          "answer": "The far end near the exit doors",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "When the occluded area near the exit doors is revealed, do the details match previous views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "At what time does the camera first reveal the area near the exit doors after it was occluded?",
+          "options": [
+            "40 seconds-60 seconds",
+            "60 seconds-80 seconds",
+            "80 seconds-100 seconds",
+            "100 seconds-120 seconds"
+          ],
+          "answer": "60 seconds-80 seconds",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Is there a moment where a previously occluded section of the room is shown again without any noticeable change?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the video revisit the buffet table with silver chafing dishes more than once?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:26.729590"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which object is consistently referenced across multiple segments as a key feature of the room?",
+          "options": [
+            "A. Green chairs",
+            "B. Silver chafing dishes",
+            "C. Pacific Terrace",
+            "D. Glass doors"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:26.729617"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Is the ceiling structure described as having intricate beams that must remain geometrically consistent?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:26.729625"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "What aspect of the ceiling must be preserved when viewed from multiple angles?",
+          "options": [
+            "A. Color scheme",
+            "B. Beam alignment",
+            "C. Lighting intensity",
+            "D. Number of chandeliers"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:26.729630"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Are the chandeliers described as having intricate designs that must appear consistent?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:26.729635"
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "Which element's texture is emphasized as needing consistency across camera movements?",
+          "options": [
+            "A. Tablecloths",
+            "B. Chandeliers",
+            "C. Chairs",
+            "D. Pillars"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:26.729639"
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Does the camera move back along the same path toward the left side of the room?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Spatial & Environment Consistency | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:26.729645"
+        },
+        {
+          "question_id": "33",
+          "type": "multiple_choice",
+          "question": "What kind of camera motion is required to ensure spatial continuity?",
+          "options": [
+            "A. Random panning",
+            "B. Repeating path traversal",
+            "C. Rapid zooming",
+            "D. Vertical tilt only"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Spatial & Environment Consistency | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:26.729649"
+        },
+        {
+          "question_id": "34",
+          "type": "binary",
+          "question": "Does the video return to the left side near the glass doors after moving away?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Spatial & Environment Consistency | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:26.729655"
+        },
+        {
+          "question_id": "35",
+          "type": "multiple_choice",
+          "question": "When the camera returns to previously seen areas, what must remain consistent?",
+          "options": [
+            "A. Lighting conditions",
+            "B. Object positions",
+            "C. Camera speed",
+            "D. Audio cues"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Spatial & Environment Consistency | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:26.729659"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_5817f81eddb995fc6004532115c631a2eba651d7af9e085afc3210a19e0e1904_spatial"
+  },
+  {
+    "task_id": "mem_tnt_f407eca1d989587c5c350fce42156c235b6e17dedc08c1013fa739d1088d83f2_spatial",
+    "instance_id": "mem_tnt_f407eca1d989587c5c350fce42156c235b6e17dedc08c1013fa739d1088d83f2",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_f407eca1d989587c5c350fce42156c235b6e17dedc08c1013fa739d1088d83f2.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video explores the grand interior of a rotunda, beginning with a sweeping horizontal pan around the circular marble columns and mosaic floor patterns. The camera ascends to reveal the intricate stained-glass dome, capturing its vibrant colors and geometric designs from various vertical perspectives. As the journey continues, the viewer is taken back down to the ground level, retracing steps past the historical murals and ornate balcony railings. The sequence loops back to revisit earlier viewpoints, ensuring consistent alignment of architectural elements like the columns, floor mosaics, and wall sconces, while maintaining smooth transitions between elevation changes and background re-entries."
+        ],
+        "level_2": [
+          "At the beginning, the camera pans horizontally around the rotunda's base, showcasing the detailed marble columns and the geometric patterns of the mosaic floor. Moving upward, the focus shifts to the stunning stained-glass dome, highlighting its elaborate designs and the interplay of light. The middle section features a descent back to the ground level, retracing the path past the ornate balcony railings and historical murals, ensuring visual consistency in object placement and lighting. Toward the end, the camera revisits earlier angles, reinforcing the spatial coherence of the rotunda's architecture.",
+          "In the first third, the video captures the rotunda's lower level with a horizontal pan that emphasizes the marble columns and mosaic floor. The ascent to the dome follows, revealing the stained-glass ceiling from multiple vertical perspectives. The middle part involves a return to the ground level, retracing the path past the murals and railings, ensuring consistent alignment of these elements. The final third revisits earlier viewpoints, particularly focusing on the interplay between the dome's patterns and the floor's geometry, while smoothly transitioning between different elevations.",
+          "The initial segment introduces the rotunda's lower level, with a horizontal pan around the marble columns and mosaic floor, setting the stage for the architectural details. The middle portion ascends to explore the stained-glass dome from various angles, capturing its vibrant colors and intricate designs. The latter part retraces the path back to the ground level, revisiting the murals and railings, ensuring consistent spatial relationships and lighting effects. The video concludes by looping back to earlier viewpoints, reinforcing the cohesive exploration of the rotunda's interior."
+        ],
+        "level_3": [
+          "The video opens with a horizontal pan around the rotunda's base, focusing on the marble columns and mosaic floor patterns. The camera begins its ascent, capturing the initial views of the stained-glass dome from a low angle, emphasizing the geometric designs and vibrant colors. As the pan continues, the viewer is introduced to the upper levels, where the ornate balcony railings and wall sconces come into view, setting the stage for the detailed exploration of the dome's architecture.",
+          "In the second segment, the camera continues its upward movement, offering closer views of the stained-glass dome from various vertical perspectives. The intricate patterns and interplay of light become more pronounced as the camera moves higher. The scene transitions back to the ground level, retracing the path past the historical murals and ornate balcony railings, ensuring consistent alignment and orientation of these elements. The segment concludes with a smooth descent, preparing the viewer for the next phase of the exploration.",
+          "The third segment focuses on the detailed examination of the stained-glass dome from multiple angles, highlighting its elaborate designs and vibrant colors. The camera then descends back to the ground level, retracing the path past the murals and railings, ensuring consistent spatial relationships and lighting effects. The segment ends with a loop back to earlier viewpoints, particularly focusing on the interplay between the dome's patterns and the floor's geometry, while smoothly transitioning between different elevations.",
+          "As the video progresses, the camera revisits earlier angles, particularly focusing on the interplay between the dome's patterns and the floor's geometry. The ascent to the dome's upper levels offers new perspectives, capturing the intricate designs and vibrant colors from various vertical angles. The descent back to the ground level retraces the path past the murals and railings, ensuring consistent alignment and orientation of these elements. The segment concludes with a smooth transition back to the initial viewpoints, reinforcing the cohesive exploration of the rotunda's interior.",
+          "The final segment revisits the rotunda's lower level, with a horizontal pan around the marble columns and mosaic floor, reinforcing the spatial coherence established earlier. The camera ascends once more to explore the stained-glass dome from multiple angles, capturing its vibrant colors and intricate designs. The video concludes with a smooth descent back to the ground level, retracing the path past the murals and railings, ensuring consistent alignment and orientation of these elements. The sequence loops back to the starting viewpoint, providing a comprehensive and cohesive exploration of the rotunda's interior architecture."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera perform a full or partial horizontal loop around the rotunda?",
+          "options": [
+            "Full",
+            "Partial",
+            "No",
+            "Cannot determine"
+          ],
+          "answer": "Full",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How many distinct horizontal loops does the camera complete while exploring the rotunda?",
+          "options": [
+            "1",
+            "2-3",
+            "4-5",
+            "More than 5"
+          ],
+          "answer": "2-3",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the marble columns consistently positioned relative to each other across different horizontal loops?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary purpose of the horizontal loop memory test in this video?",
+          "options": [
+            "To assess the consistency of the stained-glass dome's appearance",
+            "To evaluate the stability of the mosaic floor patterns during rotation",
+            "To verify that repeated views of architectural elements match exactly",
+            "To measure the accuracy of the camera's vertical tilt mechanism"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the camera return to a previously seen angle of the balustrade after completing a horizontal loop?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera retrace its path towards the central mosaic floor more than once?",
+          "options": [
+            "Yes",
+            "No",
+            "Rarely",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "How many times does the camera descend the main staircase and return to the ground level?",
+          "options": [
+            "Once",
+            "Twice",
+            "Three times",
+            "More than three times"
+          ],
+          "answer": "Twice",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "When the camera retraces its path, are the lighting conditions on the mosaic floor consistent with earlier visits?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What visual element shows the most consistent re-entry after path retracing?",
+          "options": [
+            "The central mosaic design",
+            "The base of the marble columns",
+            "The stained-glass dome",
+            "The historical murals on the walls"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is the relative scale of the balustrade consistent when viewed from the same elevation after retracing the path?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the camera maintain consistent vertical perspective alignment between the mosaic floor and the stained-glass dome?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "How does the camera's vertical tilt affect the perceived size of the stained-glass windows when looking directly up?",
+          "options": [
+            "They appear smaller",
+            "They appear larger",
+            "Their size remains constant",
+            "Cannot determine"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Are the patterns on the stained-glass dome consistently aligned with the geometric patterns on the mosaic floor?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "What happens to the relative position of the dome's center when the camera tilts down from the top view?",
+          "options": [
+            "It moves towards the edge of the frame",
+            "It remains centered",
+            "It shifts off-center",
+            "It disappears from view"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the camera preserve the vertical alignment of the marble columns when transitioning from ground level to the balcony?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Do the historical murals on the walls re-enter the frame consistently after being out of view?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "Which background element shows the most consistent re-entry pattern?",
+          "options": [
+            "The 'Sports Hall of Fame' posters",
+            "The wall-mounted sconces",
+            "The wooden doors",
+            "The mosaic floor patterns"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are the lighting conditions on the re-entering murals consistent with their initial appearance?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "What causes the most noticeable change in the background when it re-enters the frame?",
+          "options": [
+            "Change in camera angle",
+            "Change in lighting",
+            "Change in distance",
+            "Change in occlusion"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Does the 'Sports Hall of Fame' poster maintain the same orientation and clarity upon re-entry into the frame?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Are the details of the balustrade consistently visible when revealed after being occluded by a column?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "What is the most common cause of occlusion in the video?",
+          "options": [
+            "Marble columns",
+            "Staircase railings",
+            "Mosaic floor patterns",
+            "Ceiling fixtures"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the revealed portion of the wooden door match its previous appearance in terms of color and detail?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "How long does it typically take for an occluded element to be fully revealed again?",
+          "options": [
+            "Less than 5 seconds",
+            "5-10 seconds",
+            "10-15 seconds",
+            "More than 15 seconds"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Are the wall sconces consistently illuminated when they reappear after being occluded?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the video revisit the same architectural elements multiple times?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:19.373001"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which of the following objects is consistently referenced across multiple segments?",
+          "options": [
+            "A. Marble columns",
+            "B. A moving person",
+            "C. A changing light source",
+            "D. A temporary banner"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:19.373036"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Are geometric patterns like floor mosaics and dome designs viewed from multiple angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:19.373048"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "What must remain unchanged when viewing the rotunda from different heights?",
+          "options": [
+            "A. The number of columns",
+            "B. The color of the sky outside",
+            "C. The lighting direction",
+            "D. The camera speed"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:19.373055"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Are fine details like stained-glass patterns highlighted during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:19.373063"
+        },
+        {
+          "question_id": "31",
+          "type": "binary",
+          "question": "Does the camera perform a horizontal pan around the rotunda?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:19.373071"
+        },
+        {
+          "question_id": "32",
+          "type": "multiple_choice",
+          "question": "What type of camera motion is required to maintain loop memory?",
+          "options": [
+            "A. Random zooms",
+            "B. Vertical tilt only",
+            "C. Full 360-degree rotation",
+            "D. Linear forward movement"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:19.373077"
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "Does the camera move back along the same path after ascending?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:19.373084"
+        },
+        {
+          "question_id": "34",
+          "type": "binary",
+          "question": "Does the camera move up and down within the rotunda?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:19.373092"
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "Are background areas like murals revisited after leaving them?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:19.373101"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_f407eca1d989587c5c350fce42156c235b6e17dedc08c1013fa739d1088d83f2_spatial"
+  },
+  {
+    "task_id": "mem_tnt_2114a5ba3a1cca5645c63f9019c21558f5c4f2573109913bf20b6c7ea56b1d3d_spatial",
+    "instance_id": "mem_tnt_2114a5ba3a1cca5645c63f9019c21558f5c4f2573109913bf20b6c7ea56b1d3d",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_2114a5ba3a1cca5645c63f9019c21558f5c4f2573109913bf20b6c7ea56b1d3d.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video presents a comprehensive exploration of the Herbert Maier Memorial Auditorium, a classical building featuring prominent columns, a grand dome ceiling, and surrounding park elements. The camera moves dynamically around the structure, capturing various perspectives including close-ups of architectural details like the ornate cornices and balustrades, wide shots of the entire building, and views looking up at the dome or down at the steps. As the camera pans horizontally and vertically, it retraces paths multiple times, allowing for direct comparison of previously seen viewpoints. Background elements such as trees, benches, and pathways consistently re-enter the frame, maintaining spatial continuity. The video concludes with a final wide shot that encompasses the full scope of the auditorium and its surroundings."
+        ],
+        "level_2": [
+          "At the beginning, the video focuses on the exterior of the Herbert Maier Memorial Auditorium, highlighting its classical design with a series of tall columns supporting a decorative balustrade. The camera pans left and right, revealing the semi-circular stage area with a detailed dome ceiling. In the middle section, the camera moves closer to capture intricate details of the building's facade, including sculpted decorations above the archway and the texture of the stone columns. It also explores the surrounding park, showing how trees and pathways frame the structure. Toward the end, the video returns to earlier perspectives, emphasizing the symmetry and grandeur of the auditorium while incorporating new angles that showcase the vertical scale of the dome and the horizontal expanse of the colonnade.",
+          "In the first third of the video, the camera starts by focusing on the front entrance of the Herbert Maier Memorial Auditorium, showcasing the imposing columns and the semi-circular stage area with its detailed dome ceiling. The middle portion of the video involves more dynamic camera movements, including tilting upwards to emphasize the height of the dome and panning around the building to reveal additional architectural features such as the balustrades and ornate carvings. The final third revisits earlier viewpoints, reinforcing spatial memory by retracing the camera's path and providing a cohesive narrative of the building's design and its integration into the park setting.",
+          "The initial segment of the video introduces the Herbert Maier Memorial Auditorium from a frontal perspective, emphasizing the symmetrical arrangement of columns and the elegant dome ceiling. As the video progresses into the second third, the camera explores the building from different angles, moving along the colonnade and capturing close-up details of the stonework and decorative elements. The latter part of the video focuses on vertical perspective changes, looking up at the dome and down at the steps leading to the stage, while also revisiting earlier viewpoints to ensure spatial consistency. Throughout, the surrounding park elements remain visible, contributing to the overall environmental context."
+        ],
+        "level_3": [
+          "The video opens with a sweeping view of the Herbert Maier Memorial Auditorium, focusing on the front entrance characterized by a series of tall, evenly spaced columns supporting a decorative balustrade. The camera slowly pans to the left, revealing the semi-circular stage area with its intricately designed dome ceiling. In the background, park elements such as trees and pathways are visible, framing the structure and adding depth to the scene. The lighting is soft, suggesting an overcast day, which enhances the textures of the stone architecture.",
+          "As the camera continues its movement, it shifts focus to the right side of the auditorium, capturing the continuation of the colonnade and the detailed balustrade. The perspective changes slightly, offering a closer look at the ornate carvings above the archway and the robustness of the columns. The camera then tilts upward, emphasizing the grandeur of the dome and the intricate patterns within it. Meanwhile, the park setting remains consistent, with trees and pathways subtly entering and exiting the frame, maintaining spatial continuity.",
+          "The middle section of the video delves deeper into the architectural details of the Herbert Maier Memorial Auditorium. The camera moves along the colonnade, providing close-up views of the columns' capitals and the textured surfaces of the stone. It then transitions to a lower perspective, looking up at the dome and capturing the interplay of light and shadow across its surface. The surrounding park elements, including benches and flowerbeds, are intermittently visible, reinforcing the connection between the building and its environment. The camera then begins to retrace its path, returning to earlier viewpoints to ensure spatial coherence.",
+          "In the fourth segment, the camera retraces its path around the auditorium, revisiting the front entrance and the semi-circular stage area. This time, however, the perspective is slightly altered, offering a fresh angle on the same features. The camera pans back to the left, capturing the colonnade once again and emphasizing the symmetry of the design. The background elements, such as the trees and pathways, reappear in the frame, maintaining the spatial relationship established earlier. The video then shifts focus to the steps leading up to the stage, highlighting their texture and the metal railings that flank them.",
+          "The final segment of the video provides a comprehensive overview of the Herbert Maier Memorial Auditorium, combining all the previously explored perspectives into a cohesive narrative. The camera moves smoothly around the building, capturing the full scope of its design and the surrounding park setting. It concludes with a wide shot that encompasses the entire structure, from the front entrance to the back colonnade, and includes the park elements that frame it. The lighting remains consistent throughout, ensuring a seamless transition between different parts of the video and reinforcing the spatial and environmental continuity."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera revisit the initial left-side view of the building's columns after exploring other angles?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "After moving to the interior colonnade, does the camera return to an exterior side view that matches the original perspective?",
+          "options": [
+            "A. Exactly matches",
+            "B. Slightly different angle",
+            "C. Significantly altered view",
+            "D. Never returns"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "When the camera moves back to the front steps, do the relative positions of the flagpole and building remain consistent with the opening shot?",
+          "options": [
+            "Yes",
+            "No",
+            "Only partially",
+            "Irrelevant"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "During the exploration, does the camera ever return to a viewpoint identical to the one shown at 0:05s?",
+          "options": [
+            "A. Yes, immediately",
+            "B. Yes, after 20 seconds",
+            "C. No, not at all",
+            "D. No, but similar"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the sequence of views experienced when circling the building reversible, meaning the camera could retrace its exact path back to the start?",
+          "options": [
+            "Yes",
+            "No",
+            "Only partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera complete a full horizontal loop around the building, returning to a view very close to the starting point?",
+          "options": [
+            "Yes",
+            "No",
+            "Only partially",
+            "Irrelevant"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "After completing a horizontal pan to the right, does the camera return to the original left-side view within the first 30 seconds?",
+          "options": [
+            "A. Yes, exactly",
+            "B. Yes, approximately",
+            "C. No, it goes further",
+            "D. No, it doesn't return"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are there at least two instances where the camera shows the same general area of the building from slightly different horizontal angles?",
+          "options": [
+            "Yes",
+            "No",
+            "Only once",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "How would you describe the camera's horizontal movement around the building?",
+          "options": [
+            "A. Smooth and continuous",
+            "B. Jittery and unstable",
+            "C. Random and disorienting",
+            "D. Predictable and linear"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the camera ever show a view that is a direct continuation of a previous horizontal pan, without significant repositioning?",
+          "options": [
+            "Yes",
+            "No",
+            "Only at the end",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "When the camera looks up at the dome from the ground, does it maintain consistent alignment with the dome's position when viewed from the colonnade?",
+          "options": [
+            "Yes",
+            "No",
+            "Only when zoomed in",
+            "Irrelevant"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "After focusing on the base of the columns, does the camera return to a high-angle view of the top of the building that matches the earlier high-angle shot?",
+          "options": [
+            "A. Yes, exactly",
+            "B. Yes, approximately",
+            "C. No, it's different",
+            "D. No, it's lower"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the relative height relationship between the flagpole and the building remain constant throughout the video?",
+          "options": [
+            "Yes",
+            "No",
+            "Only during certain segments",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "How does the camera handle vertical transitions between the ground-level steps and the upper balcony?",
+          "options": [
+            "A. Smooth and consistent",
+            "B. Jarring and inconsistent",
+            "C. Only visible in close-ups",
+            "D. Not applicable"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Is the vertical perspective of the dome ceiling consistent when viewed from both the front and the colonnade?",
+          "options": [
+            "Yes",
+            "No",
+            "Only when zoomed",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When the camera moves to the colonnade, do the trees and bushes seen earlier reappear in the background?",
+          "options": [
+            "Yes",
+            "No",
+            "Only partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "After exiting the colonnade and re-entering from the opposite side, does the background foliage match the initial view?",
+          "options": [
+            "A. Yes, exactly",
+            "B. Yes, approximately",
+            "C. No, it's different",
+            "D. No, it's not visible"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Do the green park benches visible early in the video reappear later in the same locations?",
+          "options": [
+            "Yes",
+            "No",
+            "Only in the distance",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "How consistent is the appearance of the flagpole in the background across different camera angles?",
+          "options": [
+            "A. Always visible and consistent",
+            "B. Occasionally visible",
+            "C. Never visible",
+            "D. Highly variable"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Are the shadows cast by trees on the ground consistent with the sun's position when the camera returns to previously seen areas?",
+          "options": [
+            "Yes",
+            "No",
+            "Only during sunny segments",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the video demonstrate a wide range of camera movements, including panning, tilting, zooming, and rotating?",
+          "options": [
+            "Yes",
+            "No",
+            "Only some types",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which type of camera movement is most prominent in the video?",
+          "options": [
+            "A. Panning",
+            "B. Tilting",
+            "C. Zooming",
+            "D. Rotating"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Are there moments where the camera quickly transitions between vastly different perspectives of the building?",
+          "options": [
+            "Yes",
+            "No",
+            "Only at the beginning",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "How would you rate the complexity of the camera's spatial exploration?",
+          "options": [
+            "A. Very simple",
+            "B. Moderately complex",
+            "C. Highly complex",
+            "D. Impossible to assess"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Does the camera ever lose track of the main building's orientation during its exploration?",
+          "options": [
+            "Yes",
+            "No",
+            "Only briefly",
+            "Cannot determine"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the dome ceiling maintain the same structural identity when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:42.442270"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the requirement for the columns' identity across segments?",
+          "options": [
+            "A. They can change shape slightly depending on lighting",
+            "B. They must appear consistent in form and position",
+            "C. They should be replaced with modern designs",
+            "D. They may disappear in later segments"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:42.442306"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Are the columns evenly spaced and aligned consistently across all views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:42.442321"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "What must remain constant about the semi-circular stage area throughout the video?",
+          "options": [
+            "A. Its color changes based on lighting",
+            "B. Its shape and curvature",
+            "C. Its size shrinks when viewed from afar",
+            "D. It transforms into a rectangular platform"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:42.442328"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Do the stone textures on the columns appear the same in both close-up and wide shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:42.442335"
+        },
+        {
+          "question_id": "31",
+          "type": "binary",
+          "question": "Does the camera return to previously seen viewpoints during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:42.442342"
+        },
+        {
+          "question_id": "32",
+          "type": "multiple_choice",
+          "question": "What is required when the camera retraces its path around the auditorium?",
+          "options": [
+            "A. The background elements must shift randomly",
+            "B. The same spatial relationships must be preserved",
+            "C. The building must appear smaller each time",
+            "D. The lighting must change dramatically"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:42.442348"
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "Do trees and pathways reappear in the same positions when the camera returns to earlier views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:42.442356"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_2114a5ba3a1cca5645c63f9019c21558f5c4f2573109913bf20b6c7ea56b1d3d_spatial"
+  },
+  {
+    "task_id": "mem_tnt_c377e6c6722ada96fe40ab147f9fee05963e9cc40b9e6cdc51dd48e788f2e0d1_spatial",
+    "instance_id": "mem_tnt_c377e6c6722ada96fe40ab147f9fee05963e9cc40b9e6cdc51dd48e788f2e0d1",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_c377e6c6722ada96fe40ab147f9fee05963e9cc40b9e6cdc51dd48e788f2e0d1.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a vintage turquoise flatbed truck with a wooden bed and metal side rails, parked on a paved sidewalk. The truck features the 'San Pedro Square Market' logo on its side. The camera performs a smooth horizontal orbit around the vehicle, capturing it from various angles including the front, sides, and rear. As the camera moves, background elements such as yellow patio umbrellas, street signs (e.g., 'St John'), trees, and nearby buildings repeatedly enter and exit the frame, requiring consistent visual tracking. The lighting is bright daylight, and the scene includes outdoor seating areas with tables and stools. The video emphasizes spatial consistency by revisiting earlier viewpoints and maintaining alignment with the truck's stationary position throughout."
+        ],
+        "level_2": [
+          "At the beginning, the camera focuses on the rear and side of the turquoise flatbed truck, highlighting its weathered paint and wooden bed. The surrounding environment includes a sidewalk with paving tiles, yellow umbrellas, and a street sign for 'St John.' In the middle, the camera pans around the front of the truck, revealing its classic grille and headlights, while background elements like outdoor seating and trees reappear. Toward the end, the camera completes its orbit, returning to the initial side view of the truck, ensuring a seamless loop-like motion and consistent spatial memory of the scene."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a close-up of the truck's rear, showcasing its wooden bed and turquoise body. The camera begins a slow pan to the left, revealing the side profile of the truck and the 'San Pedro Square Market' logo. Background elements like yellow umbrellas and a street sign for 'St John' are visible.",
+          "20-40%: The camera continues its movement, circling the truck toward the front. The front grille and headlights come into view, while the background shifts to show more of the outdoor seating area and trees. The camera then starts retracing its path back toward the rear of the truck.",
+          "40-60%: As the camera orbits back around the rear of the truck, it captures the same details seen earlier, such as the wooden bed and weathered paint. The background elements, including the yellow umbrellas and street sign, re-enter the frame as the camera moves. The truck remains stationary throughout.",
+          "60-80%: The camera completes its orbit and returns to the front of the truck, providing a clear view of the grille and headlights. The background now includes a mix of the outdoor seating area and the street beyond. The camera then begins to pan back toward the side of the truck.",
+          "80-100%: The final segment shows the camera circling back to the side of the truck, mirroring the opening shot. The video concludes with a full view of the truck's side, emphasizing its vintage design and the surrounding urban environment, including the sidewalk, trees, and nearby buildings."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree horizontal rotation around the truck?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How many distinct 360-degree loops around the truck are visible?",
+          "options": [
+            "A. One",
+            "B. Two",
+            "C. Three",
+            "D. Multiple"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are there moments where the camera returns to an exact previous viewpoint?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary type of camera movement observed?",
+          "options": [
+            "A. Vertical panning only",
+            "B. Horizontal looping",
+            "C. Linear path tracing",
+            "D. Random exploration"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the truck appear consistently in terms of orientation and lighting across repeated views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera revisit previously seen angles of the truck's front and side?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "How does the camera handle returning to the truck's front view after circling the rear?",
+          "options": [
+            "A. It jumps abruptly",
+            "B. It retraces a smooth path",
+            "C. It creates a new angle",
+            "D. It distorts the image"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is there evidence of the camera following a consistent path when moving from the side to the rear of the truck?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What happens to the background elements (e.g., umbrellas, tables) when the camera retraces its path?",
+          "options": [
+            "A. They disappear",
+            "B. They reappear in the same position",
+            "C. They change significantly",
+            "D. They become occluded"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the truck's relative position to the sidewalk and background remain consistent across retraced paths?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Do background elements like the yellow umbrellas reappear in the same location after exiting the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "How consistent is the appearance of the 'St John' street sign when it re-enters the frame?",
+          "options": [
+            "A. Slightly different angle",
+            "B. Identical every time",
+            "C. Partially obscured",
+            "D. Never fully visible"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Are the positions of the outdoor tables and chairs consistent when they reappear?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "What happens to the background buildings when the camera moves around the truck?",
+          "options": [
+            "A. They shift perspective but remain recognizable",
+            "B. They disappear entirely",
+            "C. They change identity",
+            "D. They become distorted"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Do the trees and foliage in the background maintain consistent lighting and positioning?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Does the camera exhibit varied movement patterns beyond simple orbiting?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the camera's movement style?",
+          "options": [
+            "A. Strictly linear",
+            "B. Predominantly circular",
+            "C. Random and unpredictable",
+            "D. Structured exploration"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are there noticeable changes in the camera's elevation or tilt during the exploration?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "How does the camera handle transitions between close-ups and wide shots?",
+          "options": [
+            "A. Smooth and consistent",
+            "B. Jarring and inconsistent",
+            "C. Overly zoomed in",
+            "D. Too far away"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Is the overall spatial layout of the scene (truck + surroundings) preserved throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_c377e6c6722ada96fe40ab147f9fee05963e9cc40b9e6cdc51dd48e788f2e0d1_spatial"
+  },
+  {
+    "task_id": "mem_tnt_bb7e1def1dc7dfb3ce3a3d0aae0af412104bb820faaf0a5617451bd6d147bf1a_spatial",
+    "instance_id": "mem_tnt_bb7e1def1dc7dfb3ce3a3d0aae0af412104bb820faaf0a5617451bd6d147bf1a",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_bb7e1def1dc7dfb3ce3a3d0aae0af412104bb820faaf0a5617451bd6d147bf1a.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a detailed exploration of a weathered green Western Pacific locomotive, numbered 713, stationed in a railway yard. The camera performs a dynamic circular pan around the locomotive, capturing its front, sides, and rear while highlighting features such as the orange safety railings, steps, and the 'WESTERN PACIFIC' lettering. As the camera moves, it tilts up and down to show both high-angle views of the roof and low-angle perspectives of the wheels and undercarriage. The background includes a hilly green landscape under a clear blue sky, with another blue locomotive visible in the distance and various railway equipment scattered around. The video revisits similar angles multiple times, particularly when circling back to the front and side views, maintaining spatial consistency and coherence throughout."
+        ],
+        "level_2": [
+          "At the beginning, the video focuses on the front of the green Western Pacific locomotive, number 713, with the camera slowly panning to the left to reveal its side profile. The orange safety railings and steps are prominently visible, and the 'WESTERN PACIFIC' lettering is clearly displayed. In the middle, the camera continues its circular movement, tilting upwards to capture the roof and then downwards to focus on the wheels and undercarriage. The background features a hilly green landscape and a clear blue sky, with a blue locomotive and various railway equipment in view. Toward the end, the camera retraces its path, circling back to the front of the locomotive and providing a comprehensive view of its entire structure, maintaining consistent spatial memory and background coherence."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a close-up view of the front of the green Western Pacific locomotive, number 713. The camera slowly pans to the left, revealing the orange safety railings and steps leading up to the locomotive's cabin. The 'WESTERN PACIFIC' lettering is prominently displayed on the side. The background shows a hilly green landscape under a clear blue sky, with a blue locomotive visible in the distance.",
+          "20-40%: As the camera continues its circular movement, it tilts upwards to capture the roof of the locomotive, showcasing its vents and other features. It then tilts downwards to focus on the wheels and undercarriage, highlighting the mechanical details. The camera moves along the side of the locomotive, providing a full view of its length and the surrounding railway yard, which includes various equipment and another blue locomotive in the background.",
+          "40-60%: The camera completes its circle around the locomotive, returning to the front view. It then begins to move towards the rear, capturing the back of the locomotive and the coupling mechanism. The orange traffic cones near the tracks are visible, and the camera continues to tilt and pan, ensuring all angles of the locomotive are shown. The background remains consistent with the hilly landscape and clear sky.",
+          "60-80%: The camera retraces its path along the side of the locomotive, moving back towards the front. It captures the same details as before, including the orange railings, steps, and the 'WESTERN PACIFIC' lettering. The camera then circles back to the front, providing a final comprehensive view of the locomotive from this angle. The background elements, such as the hills and blue sky, re-enter the frame consistently.",
+          "80-100%: In the final segment, the camera continues to explore the locomotive from various angles, focusing on the front and side views. It captures the intricate details of the locomotive's structure, including the wheels, undercarriage, and safety features. The video concludes with a wide shot of the locomotive, emphasizing its position in the railway yard and the surrounding environment, maintaining spatial consistency and coherence throughout."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera perform a loop-like horizontal motion around the locomotive?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "It's ambiguous"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How many times does the camera revisit the front view of locomotive 713?",
+          "options": [
+            "A. Once",
+            "B. Twice",
+            "C. Three times",
+            "D. More than three times"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is there evidence of the camera completing a full 360-degree horizontal rotation around the locomotive?",
+          "options": [
+            "Yes",
+            "No",
+            "It's partially visible",
+            "It cannot be determined"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "During the horizontal loop, which landmark is consistently visible in the background?",
+          "options": [
+            "A. The blue locomotive",
+            "B. The hilly green landscape",
+            "C. The orange traffic cones",
+            "D. The yellow construction vehicles"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the camera revisit the same side angle of the locomotive more than once during the pan?",
+          "options": [
+            "Yes",
+            "No",
+            "Rarely",
+            "It's inconsistent"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera retrace its path along the side of the locomotive?",
+          "options": [
+            "Yes",
+            "No",
+            "Sometimes",
+            "It's unclear"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "How many distinct segments of the locomotive's side are revisited at least twice?",
+          "options": [
+            "A. One segment",
+            "B. Two segments",
+            "C. Three or more segments",
+            "D. None"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "When the camera moves from the front to the rear of the locomotive, does it return to the front view later?",
+          "options": [
+            "Yes",
+            "No",
+            "Only partially",
+            "It depends on the angle"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What visual cue indicates that the camera has retraced a path?",
+          "options": [
+            "A. The appearance of the orange cones from a new angle",
+            "B. The locomotive's shadow shifts identically",
+            "C. The reappearance of the blue locomotive in the background",
+            "D. The repeated view of the 'WESTERN PACIFIC' lettering"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is the sequence of views along the locomotive's side consistent when retraced?",
+          "options": [
+            "Yes",
+            "No",
+            "It varies slightly",
+            "It's unpredictable"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the camera change its vertical perspective significantly while filming the locomotive?",
+          "options": [
+            "Yes",
+            "No",
+            "Slightly",
+            "It's negligible"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "At which point is the highest vertical angle captured?",
+          "options": [
+            "A. When showing the top of the locomotive's roof",
+            "B. When focusing on the wheels",
+            "C. When capturing the front grille",
+            "D. When viewing the side lettering"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Are low-angle shots of the locomotive's undercarriage consistently aligned with higher-angle shots?",
+          "options": [
+            "Yes",
+            "No",
+            "Only when the camera is static",
+            "It's inconsistent"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Which of the following is NOT a consistent vertical perspective element?",
+          "options": [
+            "A. The orange safety railings",
+            "B. The '713' number on the front",
+            "C. The gravel ballast beneath the tracks",
+            "D. The blue locomotive in the background"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the camera maintain a consistent vertical scale when transitioning between high and low angles?",
+          "options": [
+            "Yes",
+            "No",
+            "It varies depending on zoom",
+            "It's not applicable"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Do background elements such as the hills and trees re-enter the frame after being out of view?",
+          "options": [
+            "Yes",
+            "No",
+            "Rarely",
+            "It's inconsistent"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "Which background element is most consistently visible throughout the video?",
+          "options": [
+            "A. The blue locomotive",
+            "B. The hilly green landscape",
+            "C. The orange traffic cones",
+            "D. The white pickup trucks"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are the parked vehicles and equipment in the background consistent in their positions when they re-enter the frame?",
+          "options": [
+            "Yes",
+            "No",
+            "They shift slightly",
+            "It's unpredictable"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "What happens to the blue locomotive in the background when it re-enters the frame?",
+          "options": [
+            "A. It appears from a different angle",
+            "B. It remains in the same position",
+            "C. It becomes larger or smaller",
+            "D. It changes color"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Is the background environment stable and coherent when elements re-enter the frame?",
+          "options": [
+            "Yes",
+            "No",
+            "It depends on the camera angle",
+            "It's unstable"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the video exhibit complex camera movements beyond simple panning?",
+          "options": [
+            "Yes",
+            "No",
+            "Only slight variations",
+            "It's minimal"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which type of camera movement is most prominent in the video?",
+          "options": [
+            "A. Zooming in and out",
+            "B. Orbiting around the locomotive",
+            "C. Tilting up and down",
+            "D. Panning left and right"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Are there moments where the camera quickly changes direction or orientation?",
+          "options": [
+            "Yes",
+            "No",
+            "Rarely",
+            "It's consistent"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "What is the primary purpose of the camera's spatial exploration?",
+          "options": [
+            "A. To showcase the locomotive's details",
+            "B. To create a sense of motion",
+            "C. To explore the surrounding environment",
+            "D. To provide a 360-degree view"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Does the camera's spatial exploration feel deliberate and structured?",
+          "options": [
+            "Yes",
+            "No",
+            "It feels random",
+            "It's inconsistent"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the locomotive retain its number 713 throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:49.613030"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which of the following must remain consistent across different camera angles to preserve identity?",
+          "options": [
+            "A. The locomotive's color",
+            "B. The sky's cloud pattern",
+            "C. The position of the blue locomotive",
+            "D. The camera's movement speed"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:49.613045"
+        },
+        {
+          "question_id": "28",
+          "type": "multiple_choice",
+          "question": "What aspect of the locomotive must remain unchanged when transitioning from front to rear views?",
+          "options": [
+            "A. The curvature of the boiler",
+            "B. The color of the sky",
+            "C. The presence of traffic cones",
+            "D. The time of day"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:49.613051"
+        },
+        {
+          "question_id": "29",
+          "type": "binary",
+          "question": "Does the camera return to the initial front view of the locomotive after completing a full circle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:49.613056"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Does the camera move back along the same side path it previously traversed?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:49.613058"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_bb7e1def1dc7dfb3ce3a3d0aae0af412104bb820faaf0a5617451bd6d147bf1a_spatial"
+  },
+  {
+    "task_id": "mem_tnt_8565d4650361a97103a6970031ff0e8a23c498d1dde1b985a664d1151c99aed0_spatial",
+    "instance_id": "mem_tnt_8565d4650361a97103a6970031ff0e8a23c498d1dde1b985a664d1151c99aed0",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_8565d4650361a97103a6970031ff0e8a23c498d1dde1b985a664d1151c99aed0.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video presents a comprehensive exploration of a grand church interior, focusing on the altar area with its golden decorations, ornate ceiling frescoes, and rows of wooden pews. The camera moves dynamically through the space, capturing various perspectives including close-ups of the altar, wide shots of the nave, and detailed views of the arched side walls and doorways. As the camera pans, tilts, and zooms, it retraces paths to previously viewed areas, ensuring consistent lighting and object placement. The vertical perspective is carefully maintained when shifting focus between the ceiling and lower altar area, while background elements like side altars and balconies reappear consistently as the camera explores different parts of the church."
+        ],
+        "level_2": [
+          "At the beginning, the video opens with a sweeping view of the church's main nave, showcasing rows of wooden pews leading towards the elaborately decorated altar. The camera then tilts upward to reveal the intricate ceiling frescoes and chandeliers, emphasizing the verticality and grandeur of the space. In the middle section, the focus shifts to the altar area, providing detailed close-ups of the golden decorations and religious iconography. The camera also explores the arched side walls and doorways, highlighting the symmetry and architectural details. Toward the end, the video revisits earlier scenes, such as the main nave and altar, ensuring spatial consistency and coherence in the depiction of the church's interior."
+        ],
+        "level_3": [
+          "0-20%: The video begins with a panoramic view of the church's main nave, capturing the rows of wooden pews and the ornate altar at the far end. The camera slowly pans across the space, highlighting the arched side walls and doorways adorned with religious paintings and statues. The initial focus is on establishing the overall layout and grandeur of the church interior.",
+          "20-40%: The camera then tilts upward to showcase the intricately painted ceiling frescoes and the elegant chandeliers hanging from the ceiling. This segment emphasizes the vertical perspective and the detailed artwork above. The camera also captures the side altars and balconies, providing a sense of the church's depth and complexity.",
+          "40-60%: Moving forward, the video focuses on the altar area, offering close-up views of the golden decorations, religious icons, and candles. The camera explores the altar from different angles, highlighting the craftsmanship and spiritual significance of the space. The segment also includes a brief return to the main nave, reinforcing the spatial continuity.",
+          "60-80%: The exploration continues with a detailed examination of the arched side walls and doorways, capturing the symmetry and architectural beauty of the church. The camera pans along these walls, revealing additional religious paintings and statues. This segment also includes a revisit to the altar area, ensuring that the viewer has a comprehensive understanding of the space.",
+          "80-100%: Toward the end, the video provides a final overview of the church interior, combining wide shots of the main nave with close-ups of key features like the altar and ceiling frescoes. The camera retraces its path, ensuring that all previously seen elements are depicted consistently. The video concludes with a sweeping view of the entire church, leaving the viewer with a lasting impression of its grandeur and spiritual atmosphere."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the altar area appear identical in terms of lighting and detail when revisited at 25 seconds compared to 10 seconds?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "When the camera retraces its path towards the back of the church at 47 seconds, how does it compare to the initial view at 0 seconds?",
+          "options": [
+            "A. The view is identical",
+            "B. The view is slightly different due to lighting changes",
+            "C. The view is significantly different",
+            "D. The view cannot be determined"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the details on the ceiling frescoes consistent when viewed from the front (10 seconds) and from the side (30 seconds)?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "At 60 seconds, as the camera moves down the central aisle, does it recover the exact same perspective as seen at 0 seconds?",
+          "options": [
+            "A. Yes, perfectly recovered",
+            "B. No, there's a slight shift in angle",
+            "C. No, the lighting is different",
+            "D. No, objects have moved"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "When the camera revisits the side chapel area at 98 seconds, is it spatially consistent with the earlier view at 10 seconds?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "When the camera tilts up to show the ceiling frescoes at 29 seconds, are the stars and figures consistent with the view at 35 seconds?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "After tilting down from the ceiling at 35 seconds, does the view of the altar match the perspective from 10 seconds?",
+          "options": [
+            "A. It matches exactly",
+            "B. It's slightly off due to tilt compensation",
+            "C. It's noticeably different",
+            "D. It cannot be determined"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is the relative height of the chandeliers consistent when viewed from the front (10 seconds) and from the side (15 seconds)?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "When the camera tilts down from the balcony level at 102 seconds, does it recover the same vertical perspective as the main floor view at 0 seconds?",
+          "options": [
+            "A. Yes, perfectly aligned",
+            "B. No, there's a noticeable vertical offset",
+            "C. No, the angle is different",
+            "D. No, objects appear scaled differently"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the vertical alignment of the altar with the ceiling frescoes remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Are the arched doorways along the side walls consistently positioned relative to the pews when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "As the camera orbits around the altar area at 23 seconds, do the relative positions of the candles and statues remain constant?",
+          "options": [
+            "A. Yes, they maintain their relative positions",
+            "B. No, they shift with the camera movement",
+            "C. They are not visible during the orbit",
+            "D. It cannot be determined"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "When the camera pans left from the altar at 17 seconds, does the pattern on the side wall tiles remain consistent with the right-side view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Does the overall layout of the church (pews, altar, side chapels) remain spatially coherent when viewed from the back (60 seconds) compared to the front (10 seconds)?",
+          "options": [
+            "A. Yes, it's a perfect mirror",
+            "B. Yes, but with minor perspective differences",
+            "C. No, there are significant layout changes",
+            "D. No, objects are misplaced"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Are the red curtains on the side doors consistently visible and in the same position when they re-enter the frame after being occluded?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When the side chapel area re-enters the frame at 98 seconds, are the wall paintings and sconces identical to their appearance at 10 seconds?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "After viewing the balcony level at 102 seconds, does the return to the main floor at 105 seconds show the same background wall patterns?",
+          "options": [
+            "A. Yes, completely consistent",
+            "B. Yes, but with a slight blur",
+            "C. No, the patterns are different",
+            "D. No, objects are missing"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are the windows and light coming through them consistent when viewed from the front (10 seconds) and from the side (15 seconds)?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "When the camera re-enters the main nave from the side at 17 seconds, does the pattern on the tiled floor match the view from 0 seconds?",
+          "options": [
+            "A. Yes, perfectly matched",
+            "B. No, there's a slight color difference",
+            "C. No, the pattern is distorted",
+            "D. No, the tiles are missing"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Does the arrangement of the chandeliers on the ceiling remain consistent when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the video revisit the altar area after initially showing it?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:07.997242"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which object is repeatedly shown from different perspectives in the video?",
+          "options": [
+            "A. The main entrance door",
+            "B. The golden altar",
+            "C. The church bell tower",
+            "D. The organ pipes"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:07.997278"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the camera tilt upward to show the ceiling frescoes after focusing on the altar?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:07.997290"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "What aspect of the church interior requires consistent geometric structure during camera movement?",
+          "options": [
+            "A. The color of the pews",
+            "B. The shape of the arched side walls",
+            "C. The lighting intensity",
+            "D. The sound of chanting"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:07.997297"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Does the camera return to the main nave after exploring other areas?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:07.997304"
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "Which camera behavior indicates a need for path retracing memory?",
+          "options": [
+            "A. Zooming into a statue",
+            "B. Moving back along the same route",
+            "C. Panning left only",
+            "D. Tilting down once"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:07.997311"
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "Does the camera tilt upward to reveal the ceiling frescoes?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:07.997319"
+        },
+        {
+          "question_id": "28",
+          "type": "multiple_choice",
+          "question": "Which camera movement emphasizes vertical perspective in the church?",
+          "options": [
+            "A. Horizontal pan across pews",
+            "B. Tilt upward to ceiling",
+            "C. Zoom into a candle",
+            "D. Static shot of altar"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:07.997325"
+        },
+        {
+          "question_id": "29",
+          "type": "binary",
+          "question": "Are background elements like side altars and balconies shown again after being seen earlier?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:07.997332"
+        },
+        {
+          "question_id": "30",
+          "type": "multiple_choice",
+          "question": "What ensures continuity when returning to a previously viewed area?",
+          "options": [
+            "A. Changing lighting",
+            "B. Consistent background appearance",
+            "C. New camera angle only",
+            "D. Added characters"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:07.997338"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_8565d4650361a97103a6970031ff0e8a23c498d1dde1b985a664d1151c99aed0_spatial"
+  },
+  {
+    "task_id": "mem_tnt_d44bf0fee21c2dfd0bb99b5c4e938ca645a4153733bb0df1169fa482f41ba0ef_spatial",
+    "instance_id": "mem_tnt_d44bf0fee21c2dfd0bb99b5c4e938ca645a4153733bb0df1169fa482f41ba0ef",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_d44bf0fee21c2dfd0bb99b5c4e938ca645a4153733bb0df1169fa482f41ba0ef.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video captures a sweeping exploration of the Palace of Fine Arts, beginning with a wide shot of its iconic domed structure surrounded by lush greenery and a reflective pond. The camera pans horizontally around the building, circling the central dome and revisiting earlier angles, particularly noticeable as it retraces its path along the edge of the pond. Throughout, the video alternates between wide views showcasing the entire architectural ensemble and close-ups focusing on intricate details like column capitals, sculptural reliefs, and ceiling patterns. Vertical perspective shifts look up at towering columns and down into serene ponds, while zoom transitions maintain consistent scale and proportions. Background elements such as trees, distant structures, and fountain jets frequently re-enter the frame, requiring visual consistency in their positioning and appearance. The journey concludes with a final panoramic view that ties together all previously explored spatial landmarks."
+        ],
+        "level_2": [
+          "At the start, the video presents a broad view of the Palace of Fine Arts, highlighting its domed architecture and surrounding pond. The camera then begins a horizontal pan, circling the structure and revisiting earlier perspectives, particularly along the left side of the building. This segment emphasizes the interplay between the grand architecture and the natural environment, with the pond reflecting the scene and birds gliding over the water. As the pan continues, the focus shifts to closer details of the columns and arches, setting the stage for more intimate explorations in the following segments.",
+          "In the middle portion, the camera retraces its path along the pond's edge, revisiting areas seen earlier, such as the right side of the structure. This section features significant vertical perspective changes, including low-angle shots looking up at the towering columns and high-angle views capturing the ornate ceiling patterns. Zoom transitions alternate between wide shots of the entire building and detailed close-ups of specific architectural elements, maintaining consistent scale and proportion throughout. Fountain jets become visible in the pond, adding dynamic movement to the serene setting.",
+          "Toward the end, the video revisits key landmarks from earlier in the journey, including the central dome and surrounding colonnades. The camera continues its loop-like motion, circling back to previously seen viewpoints while emphasizing the intricate details of the sculptures and decorative motifs. The final scenes capture a comprehensive view of the Palace of Fine Arts, integrating all previously explored spatial elements into a cohesive whole. The video concludes with a panoramic shot that highlights the harmonious blend of architecture and nature."
+        ],
+        "level_3": [
+          "The video opens with a wide shot of the Palace of Fine Arts, showcasing its domed structure and the reflective pond in the foreground. A bird flies across the clear blue sky, adding a sense of tranquility. The camera begins a slow horizontal pan to the right, revealing more of the surrounding greenery and the colonnade extending along the pond. As the pan progresses, the focus remains on the overall composition, with the pond reflecting the building and the sky.",
+          "As the camera continues its pan, it moves further along the pond's edge, capturing the intricate details of the columns and arches. The perspective shifts slightly, offering a closer view of the sculptural reliefs and the texture of the stone. The camera then starts to circle back toward the left side of the structure, maintaining a consistent distance from the building. The background re-enters the frame, with trees and distant structures becoming visible again.",
+          "The camera retraces its path along the pond, revisiting the left side of the Palace of Fine Arts. This segment features a mix of wide shots and close-ups, alternating between the grandeur of the entire structure and the fine details of the architecture. The pond's surface reflects the building, creating a mirror-like effect. Fountain jets appear in the water, adding a dynamic element to the scene. The camera then begins to tilt upward, looking up at the towering columns and the ornate ceiling patterns.",
+          "The video transitions to a series of vertical perspective shifts, with the camera looking up at the towering columns and the intricate ceiling designs. Close-up shots highlight the detailed carvings and sculptures adorning the arches and columns. The camera then pans downward, capturing the base of the columns and the surrounding greenery. The background elements, such as trees and distant buildings, re-enter the frame, maintaining visual consistency. The camera continues to circle the structure, revisiting earlier viewpoints and emphasizing the symmetry and balance of the design.",
+          "In the final segment, the camera completes its loop around the Palace of Fine Arts, returning to the initial viewpoint. The video captures a panoramic view of the entire structure, integrating all previously explored spatial elements. The pond reflects the building, and the surrounding greenery frames the scene beautifully. The video concludes with a wide shot that highlights the harmonious blend of architecture and nature, providing a comprehensive overview of the Palace of Fine Arts."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera perform a horizontal loop-like motion around the Palace of Fine Arts?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "At approximately what timestamp does the camera begin to retrace a path similar to an earlier view?",
+          "options": [
+            "A. 14 seconds - 22 seconds",
+            "B. 28 seconds - 36 seconds",
+            "C. 40 seconds - 48 seconds",
+            "D. 55 seconds - 63 seconds"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the camera's movement during 14 seconds-22 seconds?",
+          "options": [
+            "A. Straight zoom-in on the dome",
+            "B. Clockwise pan around the pond",
+            "C. Vertical tilt up to the sky",
+            "D. Random jittery motion",
+            "B"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the final view of the Palace of Fine Arts at the end of the video nearly identical to the opening shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What is the primary reason for classifying this as 'Horizontal Loop Memory'?",
+          "options": [
+            "A. The camera only moves vertically",
+            "B. The camera circles the subject and returns to similar angles",
+            "C. The camera remains stationary throughout",
+            "D. The camera focuses exclusively on the fountain",
+            "B"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera retrace its path along the pond's edge at any point in the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "At which time segment does the camera first retrace a path seen earlier?",
+          "options": [
+            "A. 14 seconds - 22 seconds",
+            "B. 22 seconds - 28 seconds",
+            "C. 28 seconds - 36 seconds",
+            "D. 36 seconds - 44 seconds"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "When the camera retraces its path, which landmark is consistently visible in the background?",
+          "options": [
+            "A. The fountain jets",
+            "B. The domed structure",
+            "C. The bare tree branches",
+            "D. The water fowl",
+            "B"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Are the relative positions of the columns and arches consistent when the camera returns to a previously viewed angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "What evidence supports the classification of 'Path Retracing Memory'?",
+          "options": [
+            "A. The camera never moves in a straight line",
+            "B. The camera revisits the same physical locations from similar angles",
+            "C. The camera only captures new areas",
+            "D. The camera avoids the pond entirely",
+            "B"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the camera change its vertical perspective by looking up at the columns and then down at the pond?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "At which timestamp does the camera first look directly up at the ceiling?",
+          "options": [
+            "A. 40 seconds - 48 seconds",
+            "B. 48 seconds - 56 seconds",
+            "C. 56 seconds - 64 seconds",
+            "D. 64 seconds - 72 seconds"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "13",
+          "type": "multiple_choice",
+          "question": "When the camera looks up at the ceiling, are the hexagonal patterns consistent with earlier views?",
+          "options": [
+            "A. Yes, they are identical",
+            "B. No, they appear distorted",
+            "C. Yes, but slightly blurred",
+            "D. No, they are not visible",
+            "A"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "14",
+          "type": "binary",
+          "question": "Is the scale of the columns consistent when viewed from a low angle versus a high angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "15",
+          "type": "multiple_choice",
+          "question": "What is the primary challenge in maintaining 'Vertical Perspective Memory'?",
+          "options": [
+            "A. Ensuring that the size of the columns doesn't change drastically",
+            "B. Keeping the pond reflections consistent",
+            "C. Maintaining the correct angle of sunlight on the architecture",
+            "D. All of the above",
+            "D"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Does the video alternate between wide shots and close-up zooms on architectural details?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "At which timestamp does the camera first perform a close-up zoom on a column capital?",
+          "options": [
+            "A. 40 seconds - 48 seconds",
+            "B. 48 seconds - 56 seconds",
+            "C. 56 seconds - 64 seconds",
+            "D. 64 seconds - 72 seconds"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "When zooming in on the column capitals, are the carvings and textures consistent with wider shots?",
+          "options": [
+            "A. Yes, they match exactly",
+            "B. No, they appear different",
+            "C. Yes, but slightly out of focus",
+            "D. No, they are too small to see",
+            "A"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Is the relative size of the dome consistent when zoomed in versus zoomed out?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "What ensures 'Zoom & Scale Memory' is maintained?",
+          "options": [
+            "A. Consistent lighting and shadows",
+            "B. Stable camera distance from the subject",
+            "C. Uniform editing of zoom transitions",
+            "D. All of the above",
+            "D"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Do background elements like trees and the pond re-enter the frame after being temporarily out of view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "At which timestamp does the bare tree branch first re-enter the frame after being out of view?",
+          "options": [
+            "A. 14 seconds - 22 seconds",
+            "B. 22 seconds - 28 seconds",
+            "C. 28 seconds - 36 seconds",
+            "D. 36 seconds - 44 seconds"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "23",
+          "type": "multiple_choice",
+          "question": "When the pond re-enters the frame, is its reflection of the Palace consistent with previous views?",
+          "options": [
+            "A. Yes, it matches perfectly",
+            "B. No, it appears darker",
+            "C. Yes, but with slight variations",
+            "D. No, it is not visible",
+            "A"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "24",
+          "type": "binary",
+          "question": "Are the distant trees and buildings consistent in appearance when they re-enter the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "25",
+          "type": "multiple_choice",
+          "question": "What is the main challenge in 'Background Re-entry' for this video?",
+          "options": [
+            "A. Ensuring the pond reflections are always clear",
+            "B. Maintaining consistent lighting on re-entering elements",
+            "C. Preserving the exact position and detail of background objects",
+            "D. All of the above",
+            "D"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the video describe the camera returning to the initial viewpoint after a full loop?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:11.956919"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the camera's motion around the Palace of Fine Arts?",
+          "options": [
+            "A. Linear forward movement",
+            "B. Horizontal pan with return to start",
+            "C. Random zooms only",
+            "D. Vertical tilt only"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:11.956952"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Does the camera revisit areas it has already shown during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:11.956963"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "What happens when the camera moves back along the pond’s edge?",
+          "options": [
+            "A. It shows new buildings",
+            "B. It revisits earlier viewpoints",
+            "C. It changes the time of day",
+            "D. It zooms into a single column"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:11.956970"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Are there low-angle and high-angle shots of the Palace of Fine Arts?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:11.956978"
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "How does the camera capture the ceiling patterns?",
+          "options": [
+            "A. From ground level",
+            "B. From a high-angle view",
+            "C. Using a drone",
+            "D. Through reflection"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:11.956985"
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Does the pond reflect the Palace of Fine Arts and the sky?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:11.956992"
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "Do background elements like trees and distant structures reappear during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:11.957004"
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "When the camera returns to a prior location, what must remain consistent?",
+          "options": [
+            "A. Camera speed",
+            "B. Background elements",
+            "C. Sky color only",
+            "D. Music volume"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:11.957010"
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "Does the reflection in the pond show the Palace of Fine Arts' domed structure and surrounding greenery when viewed from the initial wide shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt states that the video opens with a wide shot of the Palace and the reflective pond, indicating the dome and greenery should be visible in the reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.677906"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "Which objects should be reflected in the pond during Segment 1?",
+          "options": [
+            "A. The central dome, sky, and trees",
+            "B. Only the fountain jets",
+            "C. The camera operator",
+            "D. A modern skyscraper"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Segment 1 describes the wide shot showing the domed structure, clear blue sky, and surrounding greenery, all of which would be reflected in the pond.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.677943"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "Are sculptural reliefs on the columns visible in the reflection when the camera focuses on them closely?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Close-up shots focus on details like reliefs, but reflections in water are typically less detailed and depend on viewing angle; such fine details are unlikely to be clearly reflected.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.677953"
+          }
+        },
+        {
+          "question_id": "38",
+          "type": "multiple_choice",
+          "question": "When the camera pans along the pond's edge, what should the reflection include?",
+          "options": [
+            "A. Only the building’s base",
+            "B. The full height of the columns and arches",
+            "C. The sky and birds flying overhead",
+            "D. The camera lens"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt mentions birds flying across the sky and the reflective pond, so the sky and birds should appear in the reflection as part of the mirrored scene.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.677962"
+          }
+        },
+        {
+          "question_id": "39",
+          "type": "binary",
+          "question": "Does the reflection in the pond accurately depict the position of the fountain jets when they become visible?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Fountain jets are described as appearing in the pond and adding dynamic movement; their presence must be mirrored in the reflection for content consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.677968"
+          }
+        },
+        {
+          "question_id": "40",
+          "type": "binary",
+          "question": "When the camera revisits the left side of the Palace in Segment 3, does the pond's reflection still show the same architectural elements as seen earlier in Segment 1?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt indicates that the camera retraces its path and revisits earlier viewpoints, implying visual continuity including consistent reflections.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.677978"
+          }
+        },
+        {
+          "question_id": "41",
+          "type": "multiple_choice",
+          "question": "In Segment 5, when the camera returns to the initial viewpoint, how should the reflection compare to the one in Segment 1?",
+          "options": [
+            "A. It should be identical in content and composition",
+            "B. It should show new buildings not present before",
+            "C. It should reflect only the sky",
+            "D. It should be distorted due to wind"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt describes a loop-like motion returning to the initial viewpoint, suggesting temporal consistency in both environment and reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.677985"
+          }
+        },
+        {
+          "question_id": "42",
+          "type": "binary",
+          "question": "If the fountain jets are active in Segment 3 but not mentioned in Segment 1, does the reflection in the pond update to include them in later segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt notes fountain jets appear in Segment 3, so the reflection must dynamically include them, reflecting environmental changes over time.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.677992"
+          }
+        },
+        {
+          "question_id": "43",
+          "type": "multiple_choice",
+          "question": "When the camera moves from Segment 2 to Segment 3, and revisits the left side of the building, what should happen to the reflection?",
+          "options": [
+            "A. It should remain unchanged despite camera motion",
+            "B. It should reflect the same scene as before, maintaining continuity",
+            "C. It should show a different building",
+            "D. It should disappear entirely"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Revisiting the same location implies temporal consistency—reflections should mirror the same environment as previously seen.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.677998"
+          }
+        },
+        {
+          "question_id": "44",
+          "type": "binary",
+          "question": "Is the reflection of the bird flying across the sky visible at the same moment in both Segment 1 and Segment 5?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The bird is mentioned only in Segment 1; unless it reappears, it should not be reflected in later segments, ensuring temporal accuracy.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.678005"
+          }
+        },
+        {
+          "question_id": "45",
+          "type": "binary",
+          "question": "As the camera pans right in Segment 1, does the reflection in the pond shift to show more of the colonnade extending along the pond?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The pan reveals more of the colonnade; therefore, the reflection must update accordingly to maintain viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.678012"
+          }
+        },
+        {
+          "question_id": "46",
+          "type": "multiple_choice",
+          "question": "When the camera tilts upward in Segment 3 to look at the ceiling patterns, what should the reflection in the pond show?",
+          "options": [
+            "A. The ceiling patterns",
+            "B. The top of the columns and sky",
+            "C. Only the base of the columns",
+            "D. The camera lens"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The reflection in the pond is limited to the lower portion of the scene; upward tilt means the reflection will show the top of the columns and sky, not the ceiling itself.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.678018"
+          }
+        },
+        {
+          "question_id": "47",
+          "type": "binary",
+          "question": "Does the reflection in the pond change appropriately when the camera circles back to the same position in Segment 5?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt describes a looped motion returning to the initial viewpoint, requiring the reflection to match the original composition for spatial coherence.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.678025"
+          }
+        },
+        {
+          "question_id": "48",
+          "type": "multiple_choice",
+          "question": "When the camera moves from a low-angle shot to a high-angle view in Segment 4, how does the reflection change?",
+          "options": [
+            "A. It shows more of the sky and less of the building base",
+            "B. It remains static regardless of camera angle",
+            "C. It reflects the ceiling directly",
+            "D. It disappears"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Changing camera angles alters the visible scene; a high-angle view reduces ground visibility, so the reflection should show more sky and less building base.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.678031"
+          }
+        },
+        {
+          "question_id": "49",
+          "type": "binary",
+          "question": "When the camera pans downward after looking up at the columns, does the reflection in the pond now include more of the surrounding greenery?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The downward pan brings the base of the columns and greenery into view, so the reflection should also include these elements for accurate viewpoint mapping.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.678037"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_d44bf0fee21c2dfd0bb99b5c4e938ca645a4153733bb0df1169fa482f41ba0ef_spatial"
+  },
+  {
+    "task_id": "mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168",
+    "instance_id": "mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168.mp4",
+      "total_frames": 597,
+      "fps": 29.97,
+      "duration_sec": 19.92,
+      "reference_image_path": "inference_img/mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a group of students in school uniforms performing on stage. The students, all wearing white collared shirts, dark blue vests with white buttons, and red and white striped ties, are playing black and silver clarinet instruments. The camera initially focuses on a close-up of several students, capturing their facial expressions and the details of their instruments as they play. As the video progresses, the camera zooms out to reveal the full stage, where the entire band is arranged in formation under colorful stage lighting. A large screen in the background displays Japanese text and cartoonish illustrations, adding to the vibrant atmosphere of the performance. The audience is visible in the foreground, seated and watching the performance attentively."
+        ],
+        "level_2": [
+          "The video begins with a close-up shot of students in school uniforms playing clarinets. The students have long dark hair and are dressed in white collared shirts, dark blue vests with white buttons, and red and white striped ties. The camera focuses on their hands and faces as they skillfully play their black and silver clarinet instruments. As the scene transitions, the camera slowly zooms out, revealing more of the stage and additional students joining in the performance. The full band is now visible, arranged in a semi-circle formation, with the conductor standing at the center. The background features a large screen displaying colorful Japanese text and cartoonish designs, enhancing the lively ambiance of the event.",
+          "Continuing from the previous scene, the camera maintains its focus on the students playing clarinets, capturing their synchronized movements and concentration. The students' uniforms and instruments remain consistent, with the dark blue vests and red ties clearly visible. The camera then pans slightly to the right, showing more students joining the performance, each holding their clarinets with precision. The stage is brightly lit, and the colorful backdrop with Japanese text and illustrations adds a festive touch to the setting. The audience is partially visible, seated in rows, watching the performance unfold.",
+          "Finally, the camera zooms out further to provide a wide shot of the entire stage. The students are now seen in their full formation, with the clarinet players in the front row and other band members behind them, including those playing brass instruments. The conductor stands at the center, leading the ensemble with confident gestures. The large screen in the background displays the event's title in Japanese, surrounded by playful cartoon characters and bright colors. The audience fills the theater, creating a lively and engaging atmosphere. The video concludes with a sweeping view of the stage, emphasizing the unity and coordination of the student performers."
+        ],
+        "level_3": [
+          "The video opens with a close-up of students in school uniforms, focusing on their upper bodies as they play clarinets. The students have long dark hair and are dressed in white collared shirts, dark blue vests with white buttons, and red and white striped ties. Their hands move rhythmically over the black and silver clarinet instruments, and their facial expressions convey concentration and enjoyment. The camera captures the intricate details of their uniforms and the gleam of their instruments under the stage lights.",
+          "As the scene progresses, the camera slowly pans to the right, revealing more students joining the performance. Each student holds their clarinet with precision, their fingers deftly pressing the keys. The background remains consistent, with the colorful stage decorations and the large screen displaying Japanese text and illustrations. The students' synchronized movements and the harmonious sound of their instruments create a captivating visual and auditory experience.",
+          "The camera continues to pan, showing the full extent of the stage and the arrangement of the band. The students are now seen in their complete formation, with the clarinet players in the front row and other band members behind them. The conductor stands at the center, guiding the ensemble with clear and expressive gestures. The stage is brightly lit, and the colorful backdrop enhances the festive atmosphere. The audience is visible in the foreground, seated and watching the performance with interest.",
+          "The video then zooms out further, providing a wider view of the stage and the audience. The students' uniforms and instruments remain consistent, with the dark blue vests and red ties standing out against the bright stage lighting. The large screen in the background displays the event's title in Japanese, surrounded by playful cartoon characters and vibrant colors. The students' coordinated movements and the harmonious music create a sense of unity and excitement.",
+          "Finally, the camera captures a sweeping view of the entire stage, emphasizing the scale and grandeur of the performance. The students are seen in their full formation, with the clarinet players in the front row and other band members behind them. The conductor leads the ensemble with confidence, and the audience fills the theater, creating a lively and engaging atmosphere. The video concludes with a final shot of the stage, highlighting the students' dedication and the festive spirit of the event."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Do all the students shown playing clarinets have long dark hair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the vests worn by the students?",
+          "options": [
+            "A. Red",
+            "B. Blue",
+            "C. Black",
+            "D. White"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the red and white striped tie consistently visible on all students in view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the student in focus maintain the same hairstyle (long dark hair) throughout their appearance in the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Do all students consistently wear red and white striped ties throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:55:36.384613"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "Which clothing item is consistently described across all segments as having white buttons?",
+          "options": [
+            "A. White collared shirt",
+            "B. Dark blue vest",
+            "C. Red and white striped tie",
+            "D. Black clarinet case"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:55:36.384650"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Are the clarinets consistently described as black and silver across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:55:36.384665"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera zoom out progressively from close-up to wide shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:55:36.384683"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Is the large screen with Japanese text and illustrations visible in multiple segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:55:36.384698"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "What is displayed on the background screen?",
+          "options": [
+            "A. English subtitles",
+            "B. Japanese text and cartoon characters",
+            "C. Live audience feed",
+            "D. Musical score"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:55:36.384731"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168"
+  },
+  {
+    "task_id": "mem_openhumanvid_624afc154dfb1dd55409d8cec4cc3435f0a00bacb0dfd05fe151dac12b936f66",
+    "instance_id": "mem_openhumanvid_624afc154dfb1dd55409d8cec4cc3435f0a00bacb0dfd05fe151dac12b936f66",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_624afc154dfb1dd55409d8cec4cc3435f0a00bacb0dfd05fe151dac12b936f66.mp4",
+      "total_frames": 442,
+      "fps": 25.0,
+      "duration_sec": 17.68,
+      "reference_image_path": "inference_img/mem_openhumanvid_624afc154dfb1dd55409d8cec4cc3435f0a00bacb0dfd05fe151dac12b936f66_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In a dimly lit, traditional East Asian setting with wooden lattice windows and flickering candlelight, an elderly man and woman share an intimate moment. The man, with a long gray beard and hair tied back, wears a light-colored robe adorned with gold embroidery. The woman, with long gray braided hair, wears a dark black robe featuring intricate patterns and a headpiece with ornate golden decorations. They embrace closely, the woman resting her head on the man's shoulder as he gently holds her. The camera slowly pans around them, capturing their serene expressions and the subtle movements of their heads as they remain in this tender pose."
+        ],
+        "level_2": [
+          "The video opens with a close-up of an elderly couple in a traditional East Asian room, illuminated by soft candlelight. The man, distinguished by his long gray beard and hair tied back, wears a light-colored robe with gold embroidery. Beside him, the woman, with long gray braided hair, is dressed in a dark black robe with intricate patterns and a golden headpiece. They begin to embrace, the woman leaning into the man as he gently places his hand on her shoulder. The camera follows their movement, focusing on their faces as they close their eyes, sharing a moment of quiet connection.",
+          "As the scene continues, the couple remains locked in their embrace. The man's expression is calm and composed, while the woman appears to be in a state of peaceful contentment, her head resting against his shoulder. The background remains consistent, with wooden lattice windows allowing faint light to filter through, and the flickering candles casting a warm glow. The camera subtly shifts, maintaining focus on their faces and the gentle sway of their bodies as they stand together.",
+          "In the final part of the sequence, the man slightly turns his head, his gaze soft and reflective, while the woman keeps her eyes closed, her face relaxed. The camera pulls back slightly, revealing more of their surroundings, including the ornate details of the room and the steady flame of the candles. The couple remains in their embrace, their identities and positions consistent, as the scene concludes with a lingering shot of their serene interaction."
+        ],
+        "level_3": [
+          "The video begins with a close-up shot of an elderly couple in a dimly lit, traditional East Asian room. The man, with a long gray beard and hair tied back, wears a light-colored robe with gold embroidery. The woman, with long gray braided hair, is dressed in a dark black robe with intricate patterns and a golden headpiece. They are positioned near a wooden lattice window, with flickering candlelight illuminating their faces. The man gently places his hand on the woman's shoulder as she leans into him, their expressions conveying a sense of deep connection.",
+          "Continuing from the previous scene, the couple remains in their embrace. The woman rests her head on the man's shoulder, her eyes closed in a state of peaceful contentment. The man's expression is calm and composed, his gaze directed slightly downward. The camera slowly pans around them, capturing the subtle movements of their heads and the gentle sway of their bodies. The background remains consistent, with the wooden lattice window and the flickering candles providing a warm, ambient light.",
+          "As the scene progresses, the man slightly turns his head, his expression softening further as he looks at the woman. The woman keeps her eyes closed, her face relaxed and serene. The camera maintains its focus on their faces, highlighting the intricate details of their clothing and the ornate decorations on the woman's headpiece. The background elements, including the wooden lattice and the candles, remain unchanged, reinforcing the intimate and timeless atmosphere of the moment.",
+          "In the next segment, the couple continues to stand close together, their embrace unwavering. The man's hand remains gently placed on the woman's shoulder, and her head stays resting on his shoulder. The camera subtly shifts, capturing the slight changes in their facial expressions and the gentle movement of their hair. The warm candlelight continues to cast a soft glow on their faces, enhancing the sense of tranquility and intimacy.",
+          "Finally, the video concludes with a lingering shot of the couple in their embrace. The man's head is slightly turned, his expression reflecting a mix of serenity and contemplation. The woman keeps her eyes closed, her face relaxed and content. The camera slowly pulls back, revealing more of the room's details, including the ornate decorations and the steady flame of the candles. The scene ends with the couple still holding each other, their identities and positions consistent throughout, leaving a lasting impression of their tender connection."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "During the embrace, does the male individual maintain his long gray beard and tied-back hair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the headpiece worn by the female individual?",
+          "options": [
+            "A. Silver",
+            "B. Gold",
+            "C. Black",
+            "D. Red"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "After the embrace, does the female individual still have her long gray hair in a braid?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the female individual's dark black robe with intricate patterns remain visible throughout the interaction?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's long gray beard remain visible throughout all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737002"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Is the woman's face consistently recognizable as the same person across different camera views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737050"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the man’s light-colored robe with gold embroidery remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737094"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is the woman’s golden headpiece visible in all segments where her head is shown?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737102"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Is the woman’s golden headpiece present in every segment where her head is visible?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737132"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "Which element is critical for accessory permanence?",
+          "options": [
+            "A. The candle flame",
+            "B. The headpiece’s golden decoration",
+            "C. The wooden lattice",
+            "D. The camera path"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737145"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the headpiece reflect light consistently across all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737158"
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Are the gold embroidery details visible in both close-up and wide shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737165"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Do the intricate patterns on the woman’s robe remain clear when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737171"
+        },
+        {
+          "question_id": "14",
+          "type": "binary",
+          "question": "Is the texture of the wooden lattice windows preserved throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737189"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation around the couple?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737197"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Is the initial view of the couple replicated at the end of the sequence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737203"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Does the final shot match the opening shot in terms of framing and composition?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737220"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are the wooden lattice windows visible in both the beginning and end of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737227"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the background remain consistent when the camera returns to earlier views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737233"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Is the candlelight pattern consistent across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737250"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the camera zoom out in the final segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737257"
+        },
+        {
+          "question_id": "22",
+          "type": "binary",
+          "question": "Are the proportions of the couple and room consistent when zoomed out?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737263"
+        },
+        {
+          "question_id": "23",
+          "type": "multiple_choice",
+          "question": "Which issue indicates a failure in zoom & scale memory?",
+          "options": [
+            "A. Objects appearing smaller than expected",
+            "B. The couple moving closer together",
+            "C. The candles flickering",
+            "D. The camera panning"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:42:24.737275"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_624afc154dfb1dd55409d8cec4cc3435f0a00bacb0dfd05fe151dac12b936f66"
+  },
+  {
+    "task_id": "mem_openhumanvid_852002d435de2eb08124f2db92b982743836a02733476284f3befcc4563f1a6c",
+    "instance_id": "mem_openhumanvid_852002d435de2eb08124f2db92b982743836a02733476284f3befcc4563f1a6c",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_852002d435de2eb08124f2db92b982743836a02733476284f3befcc4563f1a6c.mp4",
+      "total_frames": 498,
+      "fps": 25.0,
+      "duration_sec": 19.92,
+      "reference_image_path": "inference_img/mem_openhumanvid_852002d435de2eb08124f2db92b982743836a02733476284f3befcc4563f1a6c_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens in a workshop or office setting where a man with short black hair, wearing glasses with dark frames, a light blue short-sleeved button-up shirt, and black trousers stands near a desk covered with blueprints, a triangular ruler, and a green desk lamp. He appears to be observing the room before turning his body and walking across the space. As he moves, the camera follows him, revealing more of the room, which includes other individuals seated at wooden desks working on blueprints. The walls are adorned with large charts, diagrams, and Chinese calligraphy posters. The lighting is natural, coming from windows on the right side of the room, casting soft shadows."
+        ],
+        "level_2": [
+          "The video begins with the man standing near a cluttered desk filled with blueprints, a triangular ruler, and a green desk lamp. He is wearing a light blue short-sleeved shirt, black trousers, and glasses. He looks around the room, then turns and starts walking away from the desk. As he moves, the camera pans to follow him, showing more of the workshop environment. Other individuals are seated at wooden desks, focused on their work. The background features large charts and Chinese calligraphy posters on the walls.",
+          "Continuing from the previous scene, the man walks further into the room, passing by other workers who are seated at wooden desks, diligently working on blueprints under the light from large windows. The camera follows his movement, maintaining focus on him as he moves through the space. The room is well-lit, with natural light streaming in, highlighting the details of the workspace and the concentration of the workers.",
+          "Finally, the man continues walking towards the front of the room, where more individuals are seated at desks, working on blueprints. The camera captures his steady pace as he moves through the room, with the background remaining consistent, featuring wooden desks, large windows, and various charts and posters on the walls. Another man in a dark shirt briefly enters the frame, leaning over a desk to assist one of the workers."
+        ],
+        "level_3": [
+          "The video opens with a medium shot of the man standing near a desk filled with blueprints, a triangular ruler, and a green desk lamp. He is wearing a light blue short-sleeved shirt, black trousers, and glasses. He looks around the room, seemingly assessing the situation, before turning and beginning to walk away from the desk.",
+          "As the man walks away from the initial desk, the camera pans to follow his movement. He passes by other individuals seated at wooden desks, who are focused on their work. The room is decorated with large charts and Chinese calligraphy posters on the walls, and the natural light from the windows illuminates the space.",
+          "The man continues walking deeper into the room, moving past more workers who are seated at desks, engrossed in their tasks. The camera maintains a steady follow shot, capturing his progression through the workspace. The background remains consistent, with wooden desks, large windows, and various charts and posters visible.",
+          "The man approaches the front of the room, where additional workers are seated at desks, working on blueprints. The camera continues to follow him, keeping him centered in the frame. The natural light from the windows highlights the details of the workspace and the concentration of the workers.",
+          "Finally, the man reaches the front of the room, continuing his walk past more individuals who are seated at desks. Another man in a dark shirt briefly enters the frame, leaning over a desk to assist one of the workers. The camera captures this interaction as the man in the light blue shirt continues his steady pace through the room."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Is the man wearing glasses with dark frames throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What object is visible on the desk in front of the man at the beginning of the video?",
+          "options": [
+            "A. A green lamp",
+            "B. A triangular ruler",
+            "C. A cup of paintbrushes",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the man's facial expression remain neutral throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the camera move back along the same path after following the man?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:55:36.734481"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are background elements like charts and posters visible at multiple points in the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:55:36.734487"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_852002d435de2eb08124f2db92b982743836a02733476284f3befcc4563f1a6c"
+  },
+  {
+    "task_id": "mem_openhumanvid_e5642679730817cfe6c3e15a3c61975ccfa96da65b26bbdef38218edf68b504d",
+    "instance_id": "mem_openhumanvid_e5642679730817cfe6c3e15a3c61975ccfa96da65b26bbdef38218edf68b504d",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_e5642679730817cfe6c3e15a3c61975ccfa96da65b26bbdef38218edf68b504d.mp4",
+      "total_frames": 420,
+      "fps": 23.98,
+      "duration_sec": 17.52,
+      "reference_image_path": "inference_img/mem_openhumanvid_e5642679730817cfe6c3e15a3c61975ccfa96da65b26bbdef38218edf68b504d_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens with two men standing at the back of a silver pickup truck in an outdoor setting surrounded by green trees. The man on the left, with dark hair and a short beard, is wearing a light gray and dark gray horizontally striped polo shirt, dark pants, and a black belt. The man on the right, who has white/gray hair, is dressed in a blue and white checkered long-sleeve shirt, blue jeans, and a brown belt, and he is holding a pink object in his left hand. They turn to face each other, exchange a few words, and then shake hands. Following the handshake, they share a warm embrace before stepping back slightly, maintaining their positions near the truck. The camera remains steady throughout, focusing on their interaction."
+        ],
+        "level_2": [
+          "The video begins with two men standing at the back of a silver pickup truck, surrounded by lush green trees. The man on the left, with dark hair and a short beard, wears a light gray and dark gray striped polo shirt, dark pants, and a black belt. The man on the right, with white/gray hair, is dressed in a blue and white checkered long-sleeve shirt, blue jeans, and a brown belt, and holds a pink object in his left hand. They turn to face each other, engaging in a brief conversation while standing near the truck bed. The scene transitions as they shake hands, followed by a heartfelt embrace, showing a moment of camaraderie or reconciliation.",
+          "Continuing from the previous scene, the two men remain near the back of the silver pickup truck, still surrounded by greenery. After shaking hands, they share a warm embrace, indicating a strong bond or mutual respect. The man on the right, holding the pink object, leans into the hug, while the man on the left reciprocates the gesture. As they separate slightly, they maintain eye contact, suggesting a meaningful connection. The background remains consistent, with the truck and trees framing their interaction.",
+          "Finally, the two men step back from their embrace, still standing near the rear of the silver pickup truck. The man on the left, with dark hair and a striped polo shirt, turns slightly toward the camera, while the man on the right, in the checkered shirt, holds onto the pink object. They appear to be concluding their interaction, possibly exchanging a few more words or nods. The camera remains focused on them, capturing the emotional weight of their farewell as they stand apart but still connected by the shared moment."
+        ],
+        "level_3": [
+          "The video opens with two men positioned at the back of a silver pickup truck, set against a backdrop of green trees. The man on the left, sporting dark hair and a short beard, is dressed in a light gray and dark gray horizontally striped polo shirt, dark pants, and a black belt. The man on the right, with white/gray hair, wears a blue and white checkered long-sleeve shirt, blue jeans, and a brown belt, and holds a pink object in his left hand. Both men are initially facing away from the camera, then turn to face each other, beginning a conversation.",
+          "As the scene progresses, the two men continue their interaction near the truck. The man on the left places his hand on his hip while listening to the other man speak. The man on the right gestures slightly with his free hand, emphasizing his words. Their body language suggests a friendly and relaxed exchange, with both men smiling and nodding occasionally.",
+          "The interaction evolves as the two men shake hands, symbolizing agreement or friendship. Following the handshake, they share a warm embrace, indicating a deeper emotional connection. The man on the right, still holding the pink object, leans into the hug, while the man on the left reciprocates the gesture, showing mutual respect and affection.",
+          "After the embrace, the two men step back slightly, maintaining their positions near the truck. The man on the left turns slightly toward the camera, while the man on the right continues to hold the pink object. They appear to be concluding their interaction, possibly exchanging a few more words or nods, signifying the end of their meeting.",
+          "Finally, the two men stand apart but still connected by the shared moment. The man on the left looks at the camera briefly, while the man on the right maintains his stance near the truck. The background remains consistent, with the silver pickup truck and green trees framing their interaction, capturing the emotional weight of their farewell."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Is the pink object still visible in Man 2's hand after the embrace?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of pants is Man 1 wearing?",
+          "options": [
+            "A. Khakis",
+            "B. Black jeans",
+            "C. Dark dress pants",
+            "D. Cargo shorts"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does Man 2's white/gray hair appear unchanged after the physical interaction?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the man on the right continue to hold the pink object throughout the entire interaction?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393109"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What happens to the pink object during the handshake and embrace?",
+          "options": [
+            "A. It is dropped",
+            "B. It is passed to the other man",
+            "C. It remains in the left hand of the man on the right",
+            "D. It disappears"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393159"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Is the pink object visible in both Segment 1 and Segment 5?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393172"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the pink object's role in the scene?",
+          "options": [
+            "A. A prop that changes color",
+            "B. An accessory that is forgotten",
+            "C. A consistent item held throughout",
+            "D. A symbolic item that is discarded"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393180"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the pink object maintain its identity when the man on the right leans into the hug?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393187"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Are the horizontal stripes on the man’s polo shirt clearly visible in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393202"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Do the two men maintain distinct identities throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393237"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the man on the right retain his white/gray hair in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393249"
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Is there any indication that the two men switch positions during the interaction?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393261"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the man on the left wear the same striped polo shirt in every segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393268"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "What happens to the man on the right’s blue jeans during the embrace?",
+          "options": [
+            "A. They become darker",
+            "B. They remain unchanged",
+            "C. They are replaced with shorts",
+            "D. They disappear"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393274"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Is the black belt worn by the man on the left still visible after the handshake?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393281"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Does the man on the right keep the pink object throughout the entire interaction?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393302"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "What happens to the pink object during the embrace?",
+          "options": [
+            "A. It is dropped",
+            "B. It is hidden behind the back",
+            "C. It remains in the left hand",
+            "D. It is handed over"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393308"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Is the pink object described as being moved or altered during the handshake?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393314"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "Which accessory must remain unchanged to maintain consistency?",
+          "options": [
+            "A. The man’s belt",
+            "B. The pink object",
+            "C. The truck’s wheels",
+            "D. The tree leaves"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393320"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Does the background of green trees remain consistent across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393335"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Is the silver pickup truck visible in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393347"
+        },
+        {
+          "question_id": "22",
+          "type": "binary",
+          "question": "Does the background shift or distort when the men step back?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393359"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the prompt mention any zoom or scale change in the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393366"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "Which aspect of camera motion is relevant for memory consistency?",
+          "options": [
+            "A. Vertical tilt",
+            "B. Horizontal pan",
+            "C. Zoom & scale",
+            "D. Mirror reflection"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393384"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Must the camera return to the initial scale after any zoom?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:07.393390"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_e5642679730817cfe6c3e15a3c61975ccfa96da65b26bbdef38218edf68b504d"
+  },
+  {
+    "task_id": "mem_openhumanvid_04d78dbd04b80da31ab5534936f52686a7ffa2af9997c7999496ef4aae1dbf41",
+    "instance_id": "mem_openhumanvid_04d78dbd04b80da31ab5534936f52686a7ffa2af9997c7999496ef4aae1dbf41",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_04d78dbd04b80da31ab5534936f52686a7ffa2af9997c7999496ef4aae1dbf41.mp4",
+      "total_frames": 437,
+      "fps": 25.0,
+      "duration_sec": 17.48,
+      "reference_image_path": "inference_img/mem_openhumanvid_04d78dbd04b80da31ab5534936f52686a7ffa2af9997c7999496ef4aae1dbf41_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A man and a woman walk down a narrow, overgrown alleyway with rough stone walls. The man, wearing a white and pink jacket, black pants, glasses, and a black backpack, leads the way while the woman, dressed in a black leather jacket over a blue top, black pants, and with her hair in a ponytail, follows closely behind. As they move forward, the man turns around to face the woman, and they engage in a conversation, both looking at each other attentively. The alley is dimly lit, with sunlight filtering through the foliage above, casting dappled shadows on the ground."
+        ],
+        "level_2": [
+          "The video begins with a man and a woman walking down a narrow, overgrown alleyway. The man, wearing a white and pink jacket, black pants, glasses, and a black backpack, walks ahead while the woman, dressed in a black leather jacket over a blue top, black pants, and with her hair in a ponytail, follows behind. The alley is flanked by rough stone walls with vines and plants growing along them, and sunlight filters through the foliage above. As they continue walking, the man turns around to face the woman, and they begin to converse, both looking at each other.",
+          "Continuing from the previous scene, the man and woman are now standing in the alleyway, facing each other. The man, still wearing his white and pink jacket, black pants, glasses, and backpack, gestures slightly as he speaks. The woman, in her black leather jacket, blue top, and black pants, listens attentively, occasionally nodding. The background remains consistent, with the rough stone walls and overgrown vegetation framing the scene. The lighting continues to be dim, with dappled sunlight illuminating parts of the alley.",
+          "Finally, the man and woman remain engaged in their conversation in the alleyway. The man, with his white and pink jacket, black pants, glasses, and backpack, continues to speak, his expression serious. The woman, in her black leather jacket, blue top, and black pants, responds, her posture relaxed but attentive. The rough stone walls and overgrown vegetation are still visible in the background, and the dappled sunlight continues to filter through the foliage above, maintaining the atmospheric setting of the scene."
+        ],
+        "level_3": [
+          "The video opens with a man and a woman walking down a narrow, overgrown alleyway. The man, wearing a white and pink jacket, black pants, glasses, and a black backpack, leads the way, while the woman, dressed in a black leather jacket over a blue top, black pants, and with her hair in a ponytail, follows closely behind. The alley is flanked by rough stone walls with vines and plants growing along them, and sunlight filters through the foliage above, casting dappled shadows on the ground.",
+          "As they continue walking, the man turns around to face the woman, who has stopped beside him. Both individuals are now standing in the alleyway, facing each other. The man, still wearing his white and pink jacket, black pants, glasses, and backpack, begins to speak, gesturing slightly with his hands. The woman, in her black leather jacket, blue top, and black pants, listens attentively, her posture relaxed but focused.",
+          "The conversation between the man and woman continues as they stand in the alleyway. The man, with his white and pink jacket, black pants, glasses, and backpack, maintains eye contact with the woman, his expression serious as he speaks. The woman, in her black leather jacket, blue top, and black pants, nods occasionally, indicating her engagement in the conversation. The rough stone walls and overgrown vegetation remain prominent in the background, with dappled sunlight continuing to illuminate the scene.",
+          "The man and woman remain in the same position, deeply engrossed in their conversation. The man, still wearing his white and pink jacket, black pants, glasses, and backpack, continues to speak, his tone suggesting a serious discussion. The woman, in her black leather jacket, blue top, and black pants, responds, her body language indicating attentiveness and interest. The alleyway's rough stone walls and overgrown vegetation provide a consistent backdrop, with sunlight filtering through the foliage above.",
+          "In the final moments of the video, the man and woman are still standing in the alleyway, engaged in their conversation. The man, with his white and pink jacket, black pants, glasses, and backpack, appears to be concluding his point, while the woman, in her black leather jacket, blue top, and black pants, listens intently. The rough stone walls and overgrown vegetation remain unchanged, and the dappled sunlight continues to cast shadows on the ground, maintaining the atmospheric setting of the scene."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When the man turns back to face the woman after walking away, does he still have glasses on?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main part of the man's jacket?",
+          "options": [
+            "A. Pink",
+            "B. White",
+            "C. Black",
+            "D. Blue"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the man's jacket maintain the same color pattern (white with pink accents) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the woman's identity consistent across all five segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461503"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are both characters consistently present from Segment 1 to Segment 5?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461518"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "What is the primary risk for identity persistence in this video?",
+          "options": [
+            "A. Character fusion due to similar clothing",
+            "B. Loss of identity during conversation transitions",
+            "C. Introduction of a third character",
+            "D. Sudden disappearance of one character"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461525"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the man’s white and pink jacket remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461536"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the woman’s hair remain in a ponytail in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461553"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What is the most likely inconsistency risk regarding apparel?",
+          "options": [
+            "A. The man loses his backpack",
+            "B. The woman changes her top color",
+            "C. The man’s jacket becomes gray",
+            "D. The woman’s pants turn white"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461559"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the man’s black backpack remain visible in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461567"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Are the man’s glasses present in every segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461574"
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Does the alleyway maintain its narrow, overgrown appearance throughout?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461601"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the background remain unchanged from Segment 1 to Segment 5?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461636"
+        },
+        {
+          "question_id": "14",
+          "type": "binary",
+          "question": "Are the stone walls and vines present in every segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461642"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Is the dappled sunlight consistently described in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461655"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Do the characters ever block the view of the background?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461669"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Must the stone walls look the same after being occluded?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461686"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "Which scenario would violate occlusion reveal memory?",
+          "options": [
+            "A. Wall texture changes upon re-emergence",
+            "B. Vegetation grows more dense",
+            "C. Sunlight pattern shifts",
+            "D. All of the above"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:46:59.461692"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_04d78dbd04b80da31ab5534936f52686a7ffa2af9997c7999496ef4aae1dbf41"
+  },
+  {
+    "task_id": "mem_openhumanvid_6b9b1a8e216fab48de8cd19e4dc64623938d6ba960de15aa358d749b58cf4ad1",
+    "instance_id": "mem_openhumanvid_6b9b1a8e216fab48de8cd19e4dc64623938d6ba960de15aa358d749b58cf4ad1",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_6b9b1a8e216fab48de8cd19e4dc64623938d6ba960de15aa358d749b58cf4ad1.mp4",
+      "total_frames": 501,
+      "fps": 25.0,
+      "duration_sec": 20.04,
+      "reference_image_path": "inference_img/mem_openhumanvid_6b9b1a8e216fab48de8cd19e4dc64623938d6ba960de15aa358d749b58cf4ad1_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In a dimly lit, vintage-style room adorned with framed artwork and traditional decor, a woman with dark brown hair pulled back sits at a wooden table across from a man. The woman wears a white short-sleeved blouse with small black dot patterns and blue patterned long sleeves underneath, accessorized with a watch on her left wrist. She speaks earnestly, gesturing with her hands as she engages in a conversation with the man, who listens intently while resting his arms on the table. A white teapot sits between them, and the background features a bed with floral bedding, a side table with a lamp, and shelves displaying various household items. The camera slowly pulls back to reveal more of the room's ambiance."
+        ],
+        "level_2": [
+          "The video opens with a close-up of the woman, highlighting her dark brown hair pulled back and her white blouse with black dot patterns and blue patterned sleeves. She begins speaking, her expression serious, as the man opposite her listens attentively. The camera gradually zooms out, revealing the man wearing a light-colored shirt, seated with his arms crossed on the wooden table. The setting is a cozy, vintage room with floral wallpaper, framed pictures, and a bed in the background. As the conversation continues, the woman gestures with her hands while the man maintains eye contact, occasionally responding.",
+          "The scene transitions to a medium shot of both individuals seated at the wooden table. The woman, still wearing her distinctive blouse and watch, continues to speak animatedly, using hand gestures for emphasis. The man, dressed in a light-colored shirt, listens closely, his posture relaxed but attentive. The background remains consistent, showcasing the room's vintage charm with its floral bedding, side table lamp, and shelves filled with decorative items. The camera angle shifts slightly to capture their interaction more fully.",
+          "In the final segment, the woman picks up a glass of water and takes a sip while continuing the conversation. The man responds, his expression reflecting engagement in the dialogue. The camera focuses on their faces, capturing the nuances of their interaction. The room's details, including the white teapot on the table and the framed artwork on the walls, remain visible, maintaining the spatial consistency of the setting."
+        ],
+        "level_3": [
+          "The video begins with a close-up of the woman, her dark brown hair neatly pulled back and her white blouse with black dot patterns and blue patterned sleeves clearly visible. She appears to be speaking, her expression conveying a sense of earnestness. The man, partially visible on the left, is seated across from her, listening intently. The background hints at a vintage room with dark curtains and a shelf holding various items.",
+          "As the camera slowly zooms out, the full view of the man becomes apparent. He is wearing a light-colored shirt and has his arms crossed on the wooden table. The woman continues to speak, gesturing with her hands to emphasize her points. The room's details become more evident, including a bed with floral bedding, a side table with a lamp, and shelves displaying decorative objects. The interaction between the two remains the focal point, with the woman leading the conversation.",
+          "The camera angle shifts slightly, providing a clearer view of the woman's face and upper body. She continues to engage in the conversation, her expressions and gestures indicating her involvement. The man listens attentively, occasionally nodding or responding. The background remains consistent, with the floral wallpaper, framed pictures, and vintage decor contributing to the room's ambiance.",
+          "The woman picks up a glass of water from the table and takes a sip, her actions adding a natural rhythm to the conversation. The man responds, his expression reflecting his engagement in the dialogue. The camera captures their interaction from a slightly different angle, emphasizing their facial expressions and the dynamics of their conversation. The room's details, including the white teapot on the table and the framed artwork on the walls, remain visible.",
+          "Finally, the woman places the glass back on the table, her hands clasped together as she continues to speak. The man listens, his posture relaxed but attentive. The camera maintains a steady focus on their interaction, capturing the nuances of their conversation. The room's vintage charm, with its floral bedding, side table lamp, and shelves filled with decorative items, provides a consistent backdrop throughout the scene."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's blouse maintain its white color with black dot patterns throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What accessory is visible on the woman's left wrist?",
+          "options": [
+            "A. A ring",
+            "B. A bracelet",
+            "C. A watch",
+            "D. A necklace"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the woman wear a white blouse with black dots throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124734"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Are the blue patterned sleeves visible in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124782"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "Which garment is worn underneath the white blouse?",
+          "options": [
+            "A. A plain blue shirt",
+            "B. Blue patterned long sleeves",
+            "C. A gray sweater",
+            "D. A red scarf"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124789"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the woman’s clothing change during the conversation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124796"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the woman wear a watch on her left wrist?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124807"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "On which wrist does the woman wear her watch?",
+          "options": [
+            "A. Right wrist",
+            "B. Left wrist",
+            "C. Both wrists",
+            "D. Neither wrist"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124814"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Is the watch visible in Segment 4?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124820"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the watch appear in every segment where the woman’s hand is visible?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124833"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Is there a white teapot on the table?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124841"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "What object is placed between the woman and the man at the beginning?",
+          "options": [
+            "A. A book",
+            "B. A white teapot",
+            "C. A vase",
+            "D. A cup of coffee"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124848"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the teapot remain on the table throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124854"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "When is the teapot first mentioned?",
+          "options": [
+            "A. Segment 1",
+            "B. Segment 2",
+            "C. In the Level 1 prompt",
+            "D. Segment 4"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124861"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Is the teapot visible in Segment 5?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124866"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "Which of the following textures must be preserved across camera angles?",
+          "options": [
+            "A. The floral bedding",
+            "B. The wooden table",
+            "C. The lampshade",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124892"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Does the camera zoom out in Segment 1?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124906"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "What happens to the camera in Segment 1?",
+          "options": [
+            "A. It pans left",
+            "B. It zooms out",
+            "C. It tilts upward",
+            "D. It rotates 360 degrees"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124912"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Is the camera movement consistent with a gradual zoom?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124918"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "Which segment shows the most significant camera movement?",
+          "options": [
+            "A. Segment 1",
+            "B. Segment 2",
+            "C. Segment 3",
+            "D. Segment 4"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124924"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the camera return to a similar scale after zooming out?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124930"
+        },
+        {
+          "question_id": "22",
+          "type": "binary",
+          "question": "Does the background include a bed with floral bedding?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124939"
+        },
+        {
+          "question_id": "23",
+          "type": "multiple_choice",
+          "question": "Which background element appears in all segments?",
+          "options": [
+            "A. A painting",
+            "B. A lamp",
+            "C. Floral bedding",
+            "D. A mirror"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124944"
+        },
+        {
+          "question_id": "24",
+          "type": "binary",
+          "question": "Is the side table with a lamp visible in Segment 4?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124950"
+        },
+        {
+          "question_id": "25",
+          "type": "multiple_choice",
+          "question": "What happens to the background when the camera shifts?",
+          "options": [
+            "A. It changes randomly",
+            "B. It remains consistent",
+            "C. It fades out",
+            "D. It reflects the characters"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124957"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the floral wallpaper remain visible in all wide shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124963"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "What happens to the man’s visibility in Segment 2?",
+          "options": [
+            "A. He disappears",
+            "B. He becomes fully visible",
+            "C. He turns away",
+            "D. He stands up"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124977"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Are background items like the shelves revealed after being occluded?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124983"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "Which background element is revealed as the camera zooms out?",
+          "options": [
+            "A. The bed",
+            "B. The lamp",
+            "C. The shelves",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124989"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Does the room’s layout remain unchanged when occluded areas are revealed?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:48:09.124995"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_6b9b1a8e216fab48de8cd19e4dc64623938d6ba960de15aa358d749b58cf4ad1"
+  },
+  {
+    "task_id": "mem_openhumanvid_d7ec31e6ab235b2d6efcc5342395ff3195a4a0e059021112a46d19491ef0e529",
+    "instance_id": "mem_openhumanvid_d7ec31e6ab235b2d6efcc5342395ff3195a4a0e059021112a46d19491ef0e529",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_d7ec31e6ab235b2d6efcc5342395ff3195a4a0e059021112a46d19491ef0e529.mp4",
+      "total_frames": 412,
+      "fps": 25.0,
+      "duration_sec": 16.48,
+      "reference_image_path": "inference_img/mem_openhumanvid_d7ec31e6ab235b2d6efcc5342395ff3195a4a0e059021112a46d19491ef0e529_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In a dimly lit office environment with a cool blue tone, a woman with short brown hair and a man in a black jacket stand facing each other. The woman is dressed in a formal black suit with a white shirt, while the man wears a dark jacket over a collared shirt, both with lanyards around their necks. They appear to be engaged in a serious conversation, with subtle shifts in their facial expressions and body language. As the scene progresses, the man reaches into his pocket and pulls out a disposable coffee cup, which he holds while continuing the discussion."
+        ],
+        "level_2": [
+          "The scene opens with the woman and man standing close to each other in a modern office setting. The woman, with her short brown hair neatly styled, maintains a composed demeanor, occasionally turning her head slightly as she speaks. The man, with his short dark hair and serious expression, listens intently, his posture steady. In the background, a screen displays a logo, adding to the professional atmosphere. The lighting remains consistent, casting soft shadows on their faces.",
+          "As the conversation continues, the woman's expression becomes more animated, suggesting she is making an important point. The man nods subtly, indicating his engagement in the dialogue. The camera remains focused on their upper bodies, capturing the nuances of their interaction. The office environment remains unchanged, with the blue-toned lighting enhancing the sense of formality.",
+          "The man reaches into his jacket pocket and retrieves a disposable coffee cup, holding it in his hand. He brings it up slightly, perhaps to emphasize a point or take a sip. The woman watches him briefly before returning her gaze to his face, her expression thoughtful. The overall mood remains serious, with the addition of the coffee cup introducing a small element of casualness to the otherwise formal setting."
+        ],
+        "level_3": [
+          "The video begins with the woman and man standing in a dimly lit office, both dressed in formal attire. The woman, with her short brown hair, is wearing a black suit and white shirt, while the man is in a black jacket over a collared shirt. They are positioned close to each other, facing one another, with the woman slightly turned towards the man. The background features a screen displaying a logo, and the cool blue lighting sets a professional tone. Their body language suggests they are engaged in a serious conversation.",
+          "As the conversation progresses, the woman's facial expressions become more animated, indicating she is actively speaking. She turns her head slightly, emphasizing her points, while the man listens attentively, nodding occasionally. The camera remains steady, focusing on their upper bodies and capturing the subtle shifts in their expressions. The office environment remains consistent, with the blue lighting and background screen providing a stable backdrop.",
+          "The man reaches into his jacket pocket and pulls out a disposable coffee cup, holding it in his hand. He brings it up slightly, possibly to make a point or take a sip. The woman observes him for a moment before refocusing on his face, her expression thoughtful. The overall atmosphere remains serious, but the introduction of the coffee cup adds a touch of casualness to the scene. The camera angle stays the same, maintaining the focus on their interaction.",
+          "The man continues to hold the coffee cup, occasionally shifting his grip as he speaks. The woman listens intently, her head slightly tilted, indicating her engagement in the conversation. The background remains unchanged, with the blue-toned lighting and the screen displaying the logo. The camera captures the subtle movements of their hands and faces, emphasizing the ongoing dialogue.",
+          "In the final moments, the man takes a sip from the coffee cup, his expression remaining serious. The woman nods slightly, acknowledging his words. The scene concludes with both individuals still engaged in their conversation, the office environment and lighting providing a consistent and professional setting. The camera remains focused on their upper bodies, capturing the final exchanges of their dialogue."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's facial appearance remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the man's hairstyle consistent across all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Do both individuals maintain the same body posture throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Are there any noticeable changes in the woman's facial expression that suggest a change in identity?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's clothing appear consistent in terms of color and style?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "openhumanvid_full_regen",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_d7ec31e6ab235b2d6efcc5342395ff3195a4a0e059021112a46d19491ef0e529"
+  },
+  {
+    "task_id": "mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1",
+    "instance_id": "mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1.mp4",
+      "total_frames": 510,
+      "fps": 29.97,
+      "duration_sec": 17.02,
+      "reference_image_path": "inference_img/mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video features a close-up shot of a woman with shoulder-length wavy brown hair and light-colored eyes (possibly green or hazel). She is wearing subtle natural makeup with a hint of eye shadow and a light-colored top, possibly white or off-white. Her expression transitions from a gentle smile to a more thoughtful look as she appears to be speaking or reacting to something. The background is softly lit and neutral, with a warm, dim ambiance that keeps the focus on her face. There are no accessories visible, and the camera remains steady throughout, maintaining a tight framing on her upper face and shoulders."
+        ],
+        "level_2": [
+          "The video opens with a close-up of the woman, highlighting her shoulder-length wavy brown hair and light-colored eyes. She begins with a soft, genuine smile, looking slightly upward as if engaged in a pleasant conversation. As the scene progresses, her expression shifts subtly, becoming more contemplative and focused, suggesting she is listening or thinking deeply. The lighting remains warm and consistent, casting a gentle glow on her face, while the background stays out of focus, ensuring all attention is on her facial expressions and subtle movements.",
+          "Continuing from the previous scene, the woman maintains her thoughtful demeanor. Her eyes remain expressive, shifting slightly as if processing information or responding to an unseen interlocutor. Her mouth moves gently, indicating she is speaking softly or articulating her thoughts. The warm, dim lighting continues to highlight her features, and the background remains unchanged, preserving the intimate and focused atmosphere of the shot.",
+          "In the final portion of the video, the woman's expression softens again into a gentle smile, mirroring her initial reaction. Her eyes convey a sense of warmth and connection, suggesting a positive or reflective conclusion to her interaction. The camera remains fixed, capturing the continuity of her appearance and the consistency of the lighting and background, reinforcing the emotional arc of the scene."
+        ],
+        "level_3": [
+          "The video begins with a close-up of the woman, showcasing her shoulder-length wavy brown hair and light-colored eyes. She starts with a warm, inviting smile, looking slightly upward as if engaged in a pleasant conversation. The soft, warm lighting highlights her natural makeup and the subtle texture of her hair, while the neutral background ensures the focus remains on her face.",
+          "As the scene progresses, the woman's expression shifts to a more contemplative look. Her eyes narrow slightly, and her lips move gently, indicating she is listening intently or reflecting on what is being said. The warm lighting continues to cast a soft glow on her face, emphasizing the subtle changes in her expression.",
+          "Her thoughtful demeanor persists as her eyes shift slightly, conveying a sense of engagement and attentiveness. The lighting remains consistent, maintaining the intimate and focused atmosphere of the shot. The background stays out of focus, ensuring all attention is on her facial expressions and subtle movements.",
+          "The woman's expression softens once more, transitioning into a gentle smile. Her eyes convey warmth and connection, suggesting a positive or reflective conclusion to her interaction. The camera remains steady, capturing the continuity of her appearance and the consistent lighting and background.",
+          "Finally, the woman maintains her gentle smile, her eyes reflecting a sense of contentment and satisfaction. The warm, dim lighting continues to highlight her features, and the background remains unchanged, preserving the intimate and focused atmosphere of the entire video."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hair appear consistently styled throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the woman's eyes?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. Brown",
+            "D. Hazel"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is there any noticeable change in the woman's facial expression from smiling to neutral across the frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary lighting condition affecting the woman's face?",
+          "options": [
+            "A. Direct frontal light",
+            "B. Soft side light from the right",
+            "C. Harsh overhead light",
+            "D. Dim and shadowy"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman maintain consistent eye contact with the camera throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the woman’s facial identity remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:28.113155"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Is the woman wearing the same light-colored top throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:28.113202"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What type of clothing is the woman wearing, and does it change?",
+          "options": [
+            "A. A dark top that changes color in later segments",
+            "B. A light-colored top that remains unchanged",
+            "C. No clothing visible",
+            "D. A patterned top introduced in Segment 3"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:28.113209"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Are any accessories visible on the woman at any point in the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:28.113217"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the background remain consistent across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:28.113233"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the mirror reflection show the woman's shoulder-length wavy brown hair and light-colored eyes when she is facing the mirror?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt describes the woman’s appearance in detail, including her hair and eye color. If a mirror is present, it should reflect these features accurately.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:01.630985"
+          }
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "If a mirror is visible in the scene, what should be reflected in it during Segment 1?",
+          "options": [
+            "A. The woman's back and the neutral background",
+            "B. The woman's face with a gentle smile and warm lighting",
+            "C. A blurred image of the camera operator",
+            "D. A completely dark reflection"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "In Segment 1, the woman is shown with a soft smile and warm lighting. A mirror would reflect her facial expression and the lighting conditions as described.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:01.631045"
+          }
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the reflection in the mirror include the subtle natural makeup and light-colored top worn by the woman?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt specifies the woman’s makeup and clothing. A mirror should reflect these details consistently with the actual environment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:01.631055"
+          }
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "When the woman turns slightly to the side in Segment 2, what should the mirror reflect?",
+          "options": [
+            "A. Her profile view with the same warm lighting",
+            "B. Only her hair and no facial features",
+            "C. The entire room behind her",
+            "D. A distorted version of her front-facing image"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "A mirror reflects the angle at which the subject is viewed. Turning to the side should result in a profile reflection consistent with the lighting and framing described.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:01.631063"
+          }
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Is the reflection in the mirror expected to show the same neutral, softly lit background as seen behind the woman?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The background is described as softly lit and neutral throughout. A mirror reflecting the scene should include this background, maintaining spatial consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:01.631069"
+          }
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "If the mirror appears in Segment 1 and then reappears in Segment 4, does it reflect the same facial expression (gentle smile) as in the beginning?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Segment 1 begins with a gentle smile, and Segment 4 returns to that expression. Temporal consistency requires the mirror to reflect the same emotional state when the scene repeats.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:01.631079"
+          }
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Does the mirror reflection update when the woman transitions from a thoughtful look to a gentle smile in Segment 4?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The transition in expression is explicitly described. The reflection must change accordingly to maintain temporal consistency across time segments.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:01.631099"
+          }
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "If the mirror is visible in both Segment 1 and Segment 5, how should its reflection compare?",
+          "options": [
+            "A. Both reflections show the same gentle smile",
+            "B. Segment 1 shows a smile, Segment 5 shows a more content expression",
+            "C. Segment 5 shows a darker reflection due to dimmer lighting",
+            "D. The reflection is absent in Segment 5"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Both Segment 1 and Segment 5 describe a gentle smile. If the mirror is present in both, the reflection should be consistent with the facial expression at each point in time.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:01.631106"
+          }
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "If the mirror reflects the woman’s face in Segment 2, and then the lighting subtly shifts in Segment 3, does the reflection also reflect this lighting change?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt mentions consistent warm lighting, but any subtle shift should be mirrored in the reflection to preserve temporal fidelity.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:01.631113"
+          }
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "If the camera were to pan slightly to the left, how should the mirror reflection change?",
+          "options": [
+            "A. It should show a wider view of the background",
+            "B. It should reflect the woman’s face from a new angle",
+            "C. It should remain unchanged",
+            "D. It should show the opposite side of the room"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Changing the camera viewpoint alters the angle of reflection. A mirror would show the woman’s face from a shifted perspective, consistent with the new camera position.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:01.631126"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1"
+  },
+  {
+    "task_id": "mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06",
+    "instance_id": "mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06.mp4",
+      "total_frames": 442,
+      "fps": 23.98,
+      "duration_sec": 18.44,
+      "reference_image_path": "inference_img/mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens with two astronauts in white, bulky space suits adorned with red and blue stripes on the arms, American flag patches on the right arm and left shoulder, and mission patches on the left chest area. They are floating outside a spacecraft against the backdrop of the blackness of space, dotted with stars. The astronauts, wearing clear helmet visors that reveal their faces and black gloves with textured grips, begin by maneuvering around the exterior of the spacecraft. As they move, the camera follows them closely, capturing their detailed suits and the intricate machinery of the spacecraft. The scene transitions to show Earth in the background, with its blue oceans and white clouds visible, as the astronauts continue their work on the spacecraft's exterior panels and equipment."
+        ],
+        "level_2": [
+          "The video begins with a close-up view of two astronauts in white space suits, featuring red and blue stripes on the arms, American flag patches on the right arm and left shoulder, and mission patches on the left chest area. They are seen floating in the vastness of space, with the dark expanse and stars surrounding them. The astronauts, wearing clear helmet visors and black gloves, start by moving along the exterior of a spacecraft, inspecting and handling various components. The camera smoothly follows their movements, maintaining focus on their detailed suits and the complex machinery they interact with. As they progress, the backdrop shifts to reveal the stunning view of Earth, with its blue oceans and white clouds, providing a dramatic contrast to the blackness of space.",
+          "Continuing from the previous scene, the astronauts are now shown working on specific sections of the spacecraft's exterior. The camera angle shifts slightly, offering a clearer view of the intricate details of the spacecraft's panels and equipment. The astronauts, still in their white suits with distinctive markings, are seen using tools and manipulating components, their movements precise and deliberate. The Earth remains visible in the background, its vibrant colors and cloud patterns adding depth to the scene. The camera maintains a steady follow, ensuring that the astronauts' actions and the spacecraft's features are captured in detail.",
+          "Finally, the video shows the astronauts continuing their tasks on the spacecraft's exterior, with the camera providing a dynamic perspective that highlights their interactions with the machinery. The astronauts, still wearing their white suits with red and blue stripes, American flag patches, and mission patches, are seen working in tandem, their movements synchronized. The Earth's blue oceans and white clouds remain a constant backdrop, emphasizing the vastness of space. The camera captures the astronauts from various angles, ensuring that their detailed suits and the spacecraft's complex structure are consistently visible, maintaining spatial and visual continuity throughout the sequence."
+        ],
+        "level_3": [
+          "The video opens with a close-up shot of two astronauts in white space suits, featuring red and blue stripes on the arms, American flag patches on the right arm and left shoulder, and mission patches on the left chest area. They are floating in the vastness of space, surrounded by the blackness of the cosmos and scattered stars. The astronauts, wearing clear helmet visors and black gloves, begin by moving along the exterior of a spacecraft, their movements deliberate and focused. The camera follows them closely, capturing the intricate details of their suits and the complex machinery they interact with.",
+          "As the astronauts continue their work, the camera angle shifts slightly, providing a clearer view of the spacecraft's exterior panels and equipment. The astronauts, still in their white suits with distinctive markings, are seen using tools and manipulating components, their actions precise and methodical. The Earth begins to come into view in the background, its blue oceans and white clouds adding a vibrant contrast to the dark expanse of space. The camera maintains a steady follow, ensuring that the astronauts' detailed suits and the spacecraft's features are captured in detail.",
+          "The astronauts then move to a different section of the spacecraft, where they continue their meticulous work on the exterior panels. The camera provides a dynamic perspective, highlighting their interactions with the machinery and the intricate details of the spacecraft's structure. The Earth remains visible in the background, its vibrant colors and cloud patterns adding depth to the scene. The astronauts, still wearing their white suits with red and blue stripes, American flag patches, and mission patches, are seen working in tandem, their movements synchronized and purposeful.",
+          "As the sequence progresses, the camera captures the astronauts from various angles, ensuring that their detailed suits and the spacecraft's complex structure are consistently visible. The Earth's blue oceans and white clouds remain a constant backdrop, emphasizing the vastness of space and the astronauts' isolation. The astronauts continue their tasks with precision, their movements deliberate and focused, as they navigate the intricate machinery of the spacecraft.",
+          "Finally, the video concludes with the astronauts still engaged in their work on the spacecraft's exterior. The camera provides a final, sweeping view of their detailed suits and the complex machinery they interact with, with the Earth's vibrant colors and cloud patterns serving as a stunning backdrop. The astronauts' movements are captured in detail, ensuring that their identity and spatial consistency are maintained throughout the sequence, leaving a lasting impression of their dedication and skill in the vast expanse of space."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the American flag patch on the astronaut's right arm remain visible and unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Do the life support packs on the astronauts' backs appear identical in design and size across all shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Do the astronauts' space suits maintain the same red and blue stripes on the arms throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:38.911589"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Where are the American flag patches located on the astronauts' suits?",
+          "options": [
+            "A. Right arm and left shoulder",
+            "B. Left arm and right shoulder",
+            "C. Both arms",
+            "D. Chest area"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:38.911626"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are the two astronauts distinguishable from each other throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:38.911638"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "What ensures the astronauts' identity persists across different camera angles?",
+          "options": [
+            "A. Their helmet visors reveal their faces",
+            "B. Their suits have identical designs",
+            "C. They wear masks",
+            "D. Only one astronaut is shown"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:38.911645"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the spacecraft's machinery retain its detailed texture when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:38.911653"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "Which aspect of the spacecraft must remain consistent during camera movement?",
+          "options": [
+            "A. Color of the stars",
+            "B. Texture of the panels",
+            "C. Shape of Earth",
+            "D. Size of the astronauts"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:38.911659"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does Earth remain consistently visible in the background across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:38.911668"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "What happens to Earth’s appearance when the camera returns to a prior view?",
+          "options": [
+            "A. It changes color",
+            "B. It remains the same",
+            "C. It disappears",
+            "D. It rotates unnaturally"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:38.911674"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06"
+  },
+  {
+    "task_id": "mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d",
+    "instance_id": "mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d.mp4",
+      "total_frames": 1109,
+      "fps": 60.0,
+      "duration_sec": 18.48,
+      "reference_image_path": "inference_img/mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video shows two middle-aged men walking side-by-side at night along a dimly lit path bordered by tall bamboo stalks on the left and a building with windows on the right. The man on the left wears a white collared shirt under a dark V-neck sweater vest and a dark overcoat, while the man on the right is dressed in a black leather jacket over a dark shirt. Both have short dark hair and no visible accessories. The man on the left briefly touches his face with his right hand as they walk. The camera follows them from behind and slightly to the side, maintaining a steady shot that captures their consistent posture and appearance throughout the sequence."
+        ],
+        "level_2": [
+          "The video begins with the two men walking side-by-side at night. The man on the left is wearing a white collared shirt, a dark V-neck sweater vest, and a dark overcoat, while the man on the right is dressed in a black leather jacket over a dark shirt. They are walking along a path with tall bamboo stalks on the left and a building with windows on the right. The lighting is dim, creating a moody atmosphere. As they walk, the man on the left briefly touches his face with his right hand. The camera follows them smoothly, keeping them centered in the frame.",
+          "Continuing from the previous scene, the two men maintain their pace and position as they walk along the same path. The man on the left, in his white collared shirt and dark overcoat, remains composed, while the man on the right, in his black leather jacket, stays in profile view. The background remains consistent with the bamboo stalks and the building's windows. The camera continues to follow them from behind and slightly to the side, ensuring a continuous and stable shot.",
+          "Finally, the two men continue their walk along the path. The man on the left, still in his white collared shirt and dark overcoat, and the man on the right, in his black leather jacket, remain side-by-side. The bamboo stalks and the building with windows provide a consistent backdrop. The camera maintains its following shot, capturing their steady movement and consistent appearance throughout the sequence."
+        ],
+        "level_3": [
+          "The video opens with the two men walking side-by-side at night. The man on the left, wearing a white collared shirt under a dark V-neck sweater vest and a dark overcoat, and the man on the right, dressed in a black leather jacket over a dark shirt, are seen walking along a path lined with tall bamboo stalks on the left and a building with windows on the right. The lighting is dim, creating a subdued atmosphere. The camera follows them from behind and slightly to the side, capturing their initial movement.",
+          "As they continue walking, the man on the left briefly touches his face with his right hand, adjusting his collar. The man on the right remains in profile view, maintaining his pace. The background of bamboo stalks and the building's windows remains consistent. The camera continues to follow them smoothly, keeping them centered in the frame.",
+          "The two men proceed along the path, their pace steady and their positions unchanged. The man on the left, in his white collared shirt and dark overcoat, and the man on the right, in his black leather jacket, continue to walk side-by-side. The bamboo stalks and the building with windows provide a consistent backdrop. The camera maintains its following shot, ensuring a continuous and stable view.",
+          "As they move further along the path, the man on the left adjusts his collar again, while the man on the right remains focused ahead. The background elements, including the bamboo stalks and the building's windows, remain unchanged. The camera continues to follow them from behind and slightly to the side, capturing their steady movement.",
+          "Finally, the two men continue their walk along the path, maintaining their pace and position. The man on the left, in his white collared shirt and dark overcoat, and the man on the right, in his black leather jacket, remain side-by-side. The bamboo stalks and the building with windows provide a consistent backdrop. The camera maintains its following shot, capturing their final moments of the sequence."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Do both men maintain the same facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Did Man 1 adjust his clothing by touching his face during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the man on the left adjust his collar more than once during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:53.961584"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Do both men have short dark hair and no visible accessories throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:53.961631"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are the bamboo stalks and building with windows present throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:53.961647"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "How is the camera positioned relative to the men?",
+          "options": [
+            "A. Directly in front",
+            "B. From behind and slightly to the side",
+            "C. Above them",
+            "D. To the left only"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:00:53.961665"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d"
+  },
+  {
+    "task_id": "mem_openhumanvid_ef35121e8c5639c183dfe54ae49a58ddf0d2f96fa015b354ba57352b531a1f6d",
+    "instance_id": "mem_openhumanvid_ef35121e8c5639c183dfe54ae49a58ddf0d2f96fa015b354ba57352b531a1f6d",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_ef35121e8c5639c183dfe54ae49a58ddf0d2f96fa015b354ba57352b531a1f6d.mp4",
+      "total_frames": 458,
+      "fps": 25.0,
+      "duration_sec": 18.32,
+      "reference_image_path": "inference_img/mem_openhumanvid_ef35121e8c5639c183dfe54ae49a58ddf0d2f96fa015b354ba57352b531a1f6d_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens on a bright, sunny day aboard a ship with a clear blue sky in the background. Two men stand side by side on the deck. On the left, a man with dark hair tied back by a white headband wears a black robe and a gray scarf around his neck. He remains relatively still, looking forward with a serious expression. To his right stands a much larger man with a distinctive purple mohawk hairstyle, painted face featuring red markings, and wearing a brown leather-like vest adorned with silver studs. This man makes various facial expressions, including slight head movements and hand gestures, while maintaining his position next to the first man. The camera remains steady, focusing on the two figures against the backdrop of the ship's sail and other crew members visible in the distance."
+        ],
+        "level_2": [
+          "The video begins with a wide shot of two men standing on a ship's deck under a clear blue sky. The man on the left has dark hair secured with a white headband and is dressed in a black robe with a gray scarf, standing calmly and looking ahead. Beside him, the man on the right is significantly larger, sporting a purple mohawk, red face paint, and a studded brown vest. He starts by making subtle facial expressions and slight head turns, occasionally gesturing with his hands. The background shows the ship's sail and other crew members, adding depth to the scene. The camera remains focused on the two main figures, capturing their contrasting appearances and the dynamic between them.",
+          "Continuing from the initial scene, the man on the right becomes more animated, displaying a range of facial expressions such as furrowed brows and raised eyebrows, accompanied by small hand movements. His body language suggests he is reacting to something off-screen. Meanwhile, the man on the left maintains his composed stance, his gaze fixed forward, seemingly unaffected by the other man's actions. The ship's sail and distant crew members remain visible, providing a consistent backdrop. The camera angle stays steady, emphasizing the contrast between the two men's demeanor.",
+          "In the final part of the video, the man on the right continues to express himself through varied facial movements and occasional hand gestures, his energy contrasting with the stillness of the man on the left. The man on the left remains largely unchanged, his posture and expression unwavering. The background elements, including the ship's sail and the crew, stay consistent, reinforcing the setting. The camera maintains its focus on the two men, ensuring their identities and spatial relationship are preserved throughout the clip."
+        ],
+        "level_3": [
+          "The video opens with a static shot of two men on a ship's deck under a bright blue sky. The man on the left, with dark hair tied by a white headband, wears a black robe and gray scarf, standing still with a serious expression. To his right, a larger man with a purple mohawk, red face paint, and a studded brown vest begins to make subtle facial expressions and slight head movements, hinting at an internal reaction or conversation.",
+          "As the scene progresses, the man on the right becomes more expressive, his face contorting into various emotions—furrowed brows, raised eyebrows, and slight smiles—as he gestures subtly with his hands. His body language suggests engagement with something unseen, possibly reacting to an event or dialogue. The man on the left remains completely still, his gaze fixed forward, creating a stark contrast in their demeanor.",
+          "The man on the right continues his animated display, now incorporating more pronounced hand gestures and head tilts, further emphasizing his dynamic presence. His facial expressions shift rapidly, conveying a range of emotions. Meanwhile, the man on the left remains unchanging, his posture and expression frozen, highlighting the tension between their contrasting states.",
+          "The interaction between the two men unfolds as the man on the right maintains his expressive behavior, his movements becoming slightly more exaggerated. His red face paint and purple mohawk stand out vividly against the backdrop of the ship's sail and crew. The man on the left, however, remains steadfast, his stillness serving as a counterpoint to the other man's liveliness.",
+          "Finally, the video concludes with the man on the right continuing his animated expressions and gestures, his energy undiminished. The man on the left remains completely motionless, his identity and appearance consistent throughout. The ship's sail and distant crew members provide a stable background, ensuring the focus remains on the two central figures and their contrasting dynamics."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does Man 1 (left) maintain the same facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the headband worn by Man 1?",
+          "options": [
+            "A. White",
+            "B. Brown",
+            "C. Black",
+            "D. Gray"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is Man 2's purple mohawk hairstyle consistent in appearance throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What material does Man 2's vest appear to be made of?",
+          "options": [
+            "A. Leather",
+            "B. Cotton",
+            "C. Metal",
+            "D. Silk"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man on the left maintain the same identity throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:04:57.072290"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the man on the right wear a studded brown vest throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:04:57.072342"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Is the purple mohawk hairstyle maintained throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:04:57.072359"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Do the background elements like the ship's sail remain visible and consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:04:57.072374"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "Which background element is mentioned in every segment?",
+          "options": [
+            "A. Ocean waves",
+            "B. Ship's sail",
+            "C. Clouds",
+            "D. Flag"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:04:57.072380"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_ef35121e8c5639c183dfe54ae49a58ddf0d2f96fa015b354ba57352b531a1f6d"
+  },
+  {
+    "task_id": "mem_openhumanvid_909850a1b95ce39b4d7b9a0fde693d5aa4c72ea05412eaef5ad854bdcaaa06d5",
+    "instance_id": "mem_openhumanvid_909850a1b95ce39b4d7b9a0fde693d5aa4c72ea05412eaef5ad854bdcaaa06d5",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_909850a1b95ce39b4d7b9a0fde693d5aa4c72ea05412eaef5ad854bdcaaa06d5.mp4",
+      "total_frames": 752,
+      "fps": 50.0,
+      "duration_sec": 15.04,
+      "reference_image_path": "inference_img/mem_openhumanvid_909850a1b95ce39b4d7b9a0fde693d5aa4c72ea05412eaef5ad854bdcaaa06d5_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video features a close-up of a man and a woman standing side by side outdoors. The man, on the left, has short dark hair, wears round patterned glasses (black and white frames), a black turtleneck shirt, and a light grey blazer. The woman, on the right, has long dark hair styled with a small braid at the front, and she is wearing a white collared shirt under a light grey blazer. Both individuals are looking off to the right side of the frame, seemingly engaged in observing or reacting to something out of view. The background consists of blurred green foliage, suggesting a garden or park setting. The camera remains steady throughout, maintaining focus on their upper bodies and facial expressions."
+        ],
+        "level_2": [
+          "The video opens with a close-up shot of a man and a woman standing outdoors. The man, positioned on the left, has short dark hair and wears round patterned glasses with black and white frames, a black turtleneck shirt, and a light grey blazer. The woman, on the right, has long dark hair with a small braid at the front and is dressed in a white collared shirt under a light grey blazer. Both are looking off to the right, appearing to be focused on something outside the frame. The background is softly blurred, showing green foliage, likely from trees or bushes. As the scene progresses, the woman begins to smile subtly while continuing to look in the same direction, and the man maintains his attentive gaze.",
+          "Continuing from the previous scene, the man and woman remain in the same position, still looking off to the right. The man's expression shifts slightly as he appears to speak or react verbally, his mouth moving while his eyes stay fixed on the object of their attention. The woman’s smile becomes more pronounced, her head tilting slightly as if amused or intrigued by what they are observing. The background remains consistent, with the blurred greenery providing a natural backdrop.",
+          "In the final part of the video, the interaction between the man and woman continues. The man’s expression softens into a slight smile, indicating a shift from surprise to amusement. The woman, now fully smiling, turns her head slightly toward the camera while still glancing back at the object of their attention. Her demeanor suggests she is enjoying the moment. The camera remains steady, keeping both individuals in focus against the backdrop of green foliage."
+        ],
+        "level_3": [
+          "The video begins with a close-up of a man and a woman standing outdoors. The man, on the left, has short dark hair, wears round patterned glasses (black and white frames), a black turtleneck shirt, and a light grey blazer. The woman, on the right, has long dark hair with a small braid at the front and is wearing a white collared shirt under a light grey blazer. Both are looking off to the right, seemingly focused on something out of frame. The background is blurred green foliage, suggesting a garden or park setting. The camera is steady, capturing their upper bodies and facial expressions.",
+          "As the scene progresses, the man and woman maintain their positions and gazes. The man’s expression changes subtly as he appears to begin speaking or reacting verbally, his mouth moving while his eyes remain fixed on the object of their attention. The woman starts to smile faintly, her head tilting slightly as if she finds the situation amusing or intriguing. The background remains unchanged, with the blurred greenery providing a consistent natural backdrop.",
+          "The interaction continues with the man and woman still looking off to the right. The man’s expression softens further, transitioning into a slight smile as he seems to share in the woman’s amusement. The woman’s smile widens, and she turns her head slightly toward the camera while still glancing back at the object of their attention. Her body language suggests she is enjoying the moment. The camera remains steady, keeping both individuals in focus against the backdrop of green foliage.",
+          "In the next segment, the man and woman continue their interaction. The man’s smile becomes more pronounced, indicating a shared sense of humor or enjoyment. The woman, now fully smiling, turns her head slightly more toward the camera, her eyes sparkling with amusement. She glances back at the object of their attention one last time before fully engaging with the viewer. The background remains consistent, with the blurred greenery providing a natural and serene setting.",
+          "Finally, the man and woman conclude their interaction. The man’s smile softens into a contented expression, and he looks directly at the camera for a brief moment before returning his gaze to the object of their attention. The woman, still smiling broadly, turns her head fully toward the camera, her eyes meeting the viewer’s. Her demeanor suggests she is happy and satisfied with the moment. The camera remains steady, capturing their expressions against the backdrop of blurred green foliage."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the video maintain his round patterned glasses throughout the entire clip?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the woman's hair consistently styled with a side part throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Do both individuals maintain the same clothing and appearance from start to finish without any noticeable changes?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the man maintain his short dark hair and round patterned glasses throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:30.737062"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Do both individuals continue wearing the same blazers throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:30.737111"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the man’s round patterned glasses remain unchanged in appearance throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:30.737126"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_909850a1b95ce39b4d7b9a0fde693d5aa4c72ea05412eaef5ad854bdcaaa06d5"
+  },
+  {
+    "task_id": "mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d",
+    "instance_id": "mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d.mp4",
+      "total_frames": 438,
+      "fps": 23.98,
+      "duration_sec": 18.27,
+      "reference_image_path": "inference_img/mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens with a woman in a striking red sleeveless dress and short black hair, adorned with a silver bracelet on her left wrist and carrying a beige handbag. She gracefully descends a grand staircase with golden railings, surrounded by elegantly dressed individuals in formal attire, including military uniforms. As she reaches the bottom of the stairs, she turns to face forward, engaging in conversation with a man in a white military uniform and another in a black tuxedo. The background features a framed poster of 'Frederic Zoller' and vibrant red floral arrangements, contributing to the opulent atmosphere of the event."
+        ],
+        "level_2": [
+          "The video begins with the woman in the red dress descending a luxurious staircase, her short black hair styled elegantly and her silver bracelet catching the light as she moves. She is accompanied by others in formal wear, including men in military uniforms and women in glamorous dresses. As she reaches the landing, she turns to face forward, joining a group of well-dressed individuals engaged in conversation. The setting is richly decorated with a framed poster of 'Frederic Zoller' and red flowers, enhancing the sophisticated ambiance.",
+          "Continuing from the previous scene, the woman in the red dress stands among a group of formally dressed people, including a man in a white military uniform and another in a black tuxedo. They are holding glasses of champagne, suggesting a celebratory occasion. The background remains consistent with the framed poster and floral decorations, maintaining the elegant setting. The woman interacts with the man in the tuxedo, her posture and expression indicating an engaging conversation.",
+          "Finally, the woman in the red dress continues her interaction with the man in the black tuxedo, their conversation lively and animated. The camera focuses on their exchange, capturing the details of their attire and the surrounding environment. The background elements, including the 'Frederic Zoller' poster and red flowers, remain prominent, reinforcing the opulent setting. The woman's short black hair and silver bracelet are consistently visible, ensuring identity persistence throughout the scene."
+        ],
+        "level_3": [
+          "The video opens with the woman in the red sleeveless dress and short black hair, her silver bracelet glinting as she gracefully descends the grand staircase with golden railings. She carries a beige handbag and is surrounded by elegantly dressed individuals, including men in military uniforms and women in glamorous attire. The background features a framed poster of 'Frederic Zoller' and vibrant red floral arrangements, setting the stage for an opulent event.",
+          "As the woman reaches the bottom of the stairs, she turns to face forward, joining a group of formally dressed people. The camera follows her movement, capturing the details of her red dress and the interactions around her. The setting remains richly decorated with the 'Frederic Zoller' poster and red flowers, enhancing the sophisticated atmosphere. She engages in conversation with a man in a white military uniform and another in a black tuxedo, both holding glasses of champagne.",
+          "The woman in the red dress continues her conversation with the man in the black tuxedo, their interaction lively and animated. The camera focuses on their exchange, highlighting the details of their attire and the surrounding environment. The background elements, including the 'Frederic Zoller' poster and red flowers, remain prominent, reinforcing the opulent setting. Her short black hair and silver bracelet are consistently visible, ensuring identity persistence.",
+          "The scene transitions smoothly as the woman in the red dress turns slightly, her posture and expression indicating an engaging conversation with the man in the tuxedo. The camera captures the details of their interaction, with the background elements remaining consistent. The 'Frederic Zoller' poster and red flowers continue to enhance the sophisticated ambiance, while the woman's red dress and silver bracelet are clearly visible.",
+          "Finally, the woman in the red dress maintains her position in the group, continuing her conversation with the man in the black tuxedo. The camera focuses on their interaction, capturing the details of their attire and the surrounding environment. The background elements, including the 'Frederic Zoller' poster and red flowers, remain prominent, reinforcing the opulent setting. Her short black hair and silver bracelet are consistently visible, ensuring identity persistence throughout the scene."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When the woman in the red dress turns back to face the camera after walking away, does she still have short black hair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the woman's dress style change from sleeveless to long-sleeved during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the woman’s appearance remain consistent across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:57.507570"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which attribute of the woman is consistently mentioned across all segments?",
+          "options": [
+            "A. Long brown hair",
+            "B. Silver bracelet",
+            "C. Blue dress",
+            "D. Red heels"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:57.507603"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the woman’s red sleeveless dress described in every segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:57.507616"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Is the silver bracelet on the woman’s left wrist mentioned in every segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:57.507631"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which accessory is consistently visible on the woman’s left wrist?",
+          "options": [
+            "A. Gold watch",
+            "B. Silver bracelet",
+            "C. Bracelet with gemstones",
+            "D. Leather band"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:57.507638"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Do the red floral arrangements appear in all five segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:57.507645"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "Which background element is consistently present throughout the video?",
+          "options": [
+            "A. Portrait of a king",
+            "B. 'Frederic Zoller' poster",
+            "C. Blue wall",
+            "D. Green plants"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:57.507651"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the camera follow the woman down the staircase?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:57.507657"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "What action does the camera perform as the woman reaches the bottom of the stairs?",
+          "options": [
+            "A. Zooms in",
+            "B. Pans left",
+            "C. Follows her movement",
+            "D. Stays static"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:57.507663"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d"
+  },
+  {
+    "task_id": "mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c",
+    "instance_id": "mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c.mp4",
+      "total_frames": 530,
+      "fps": 29.97,
+      "duration_sec": 17.68,
+      "reference_image_path": "inference_img/mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video begins with a close-up shot of a man with dark, slightly messy hair, wearing a yellow short-sleeved shirt and a brown sleeveless vest. He is holding a white flip phone to his right ear with his left hand, which also features a silver bracelet. The man appears to be engaged in a conversation, occasionally adjusting his hair with his right hand while listening intently. The background consists of lush green foliage, softly blurred, suggesting an outdoor setting in natural daylight. The camera remains steady, focusing on the man's face and upper body throughout the sequence."
+        ],
+        "level_2": [
+          "The video opens with a close-up of the man as he holds a white flip phone to his ear, his left hand adorned with a silver bracelet. His dark, slightly messy hair frames his face, and he wears a yellow shirt under a brown sleeveless vest. Initially, he adjusts his hair with his right hand while listening to the call. The background is a soft blur of green foliage, indicating an outdoor environment bathed in natural light. As the scene progresses, the man continues his conversation, his expression shifting subtly as he listens and responds.",
+          "In the middle of the video, the focus remains on the man as he continues his phone conversation. His posture and position stay consistent, with the white flip phone still held to his ear. His facial expressions convey attentiveness and engagement, with slight movements of his head as he speaks or reacts. The background of green foliage remains unchanged, maintaining the serene outdoor atmosphere. The lighting continues to highlight his features, emphasizing the details of his clothing and accessories.",
+          "The final part of the video shows the man still deeply involved in his phone call. His dark hair and casual attire remain prominent, with the silver bracelet on his left wrist catching the light. The white flip phone is consistently positioned against his ear, and his subtle gestures suggest an ongoing dialogue. The background of blurred greenery persists, providing a tranquil backdrop. The camera maintains its steady focus on the man, capturing the continuity of his actions and the consistency of the scene."
+        ],
+        "level_3": [
+          "The video starts with a close-up of the man, highlighting his dark, slightly messy hair and his attire: a yellow short-sleeved shirt layered under a brown sleeveless vest. He holds a white flip phone to his right ear, his left hand featuring a silver bracelet. Initially, he adjusts his hair with his right hand while listening to the call, his expression focused and attentive. The background is a soft blur of green foliage, suggesting an outdoor setting in natural daylight.",
+          "As the video progresses, the man continues his phone conversation, his posture and position remaining consistent. His facial expressions subtly shift, reflecting his engagement in the dialogue. The white flip phone stays firmly against his ear, and his left hand occasionally moves, possibly gesturing as he speaks. The background of green foliage remains unchanged, maintaining the serene outdoor ambiance.",
+          "In the next segment, the man's attention remains fixed on the conversation. His dark hair and casual clothing are still prominent, with the silver bracelet on his left wrist visible. The white flip phone is consistently held to his ear, and his slight head movements indicate active participation in the call. The background of blurred greenery continues to provide a tranquil setting, with no significant changes in the environment.",
+          "The video continues with the man still engaged in his phone call. His facial expressions and body language suggest a dynamic conversation, with occasional adjustments to his hair and phone placement. The background remains a consistent blur of green foliage, reinforcing the outdoor setting. The lighting highlights his features and attire, ensuring visual continuity.",
+          "Finally, the man concludes his phone conversation, his expression reflecting the end of the dialogue. The white flip phone is still held to his ear, and his left hand, with the silver bracelet, remains visible. The background of green foliage persists, maintaining the serene outdoor atmosphere. The camera remains steady, capturing the man's final moments in the scene, ensuring identity and spatial consistency throughout the video."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hairstyle appear consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the silver bracelet on the man's left wrist visible in every frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "What type of phone is the man holding to his ear?",
+          "options": [
+            "A. Smartphone",
+            "B. Feature phone",
+            "C. Flip phone",
+            "D. Walkie-talkie"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the man's facial expression change from serious to smiling during the conversation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial identity remain consistent across all five segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:39.688774"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the man’s identity consistency across the video?",
+          "options": [
+            "A. His identity changes subtly between segments",
+            "B. His identity remains stable throughout",
+            "C. He is replaced by another person in later segments",
+            "D. His facial features are inconsistently described"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:39.688807"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Is the man's yellow shirt visible in every segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:39.688820"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What happens to the man’s brown sleeveless vest during the video?",
+          "options": [
+            "A. It disappears in segment 4",
+            "B. It remains worn throughout",
+            "C. It changes color",
+            "D. It is removed in segment 5"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:39.688827"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the silver bracelet remain visible on the man’s left hand throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:39.688835"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c"
+  },
+  {
+    "task_id": "mem_openhumanvid_c83b792f5f5f7e9b9a72bc873c8fcd7b6bf3351797df0784323181678f56c8ca",
+    "instance_id": "mem_openhumanvid_c83b792f5f5f7e9b9a72bc873c8fcd7b6bf3351797df0784323181678f56c8ca",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_c83b792f5f5f7e9b9a72bc873c8fcd7b6bf3351797df0784323181678f56c8ca.mp4",
+      "total_frames": 500,
+      "fps": 25.0,
+      "duration_sec": 20.0,
+      "reference_image_path": "inference_img/mem_openhumanvid_c83b792f5f5f7e9b9a72bc873c8fcd7b6bf3351797df0784323181678f56c8ca_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A close-up shot of a woman with short black hair, wearing a black top and dangling earrings, as she holds a white flip phone to her ear. Her expression is serious and contemplative, suggesting she is engaged in an important conversation. The background is softly blurred, featuring warm, muted tones of beige and brown, possibly indicating a cozy indoor setting like a living room or office. The lighting is soft and natural, highlighting her features and the details of her attire."
+        ],
+        "level_2": [
+          "The scene opens with a close-up of the woman, focusing on her face as she listens intently to the phone call. Her eyes are slightly narrowed, and her lips are parted as if she is about to speak or reacting to what she hears. The white flip phone is held firmly against her ear, its screen glowing faintly blue. The background remains out of focus, with hints of furniture and warm lighting creating a calm yet tense atmosphere.",
+          "As the conversation continues, the woman's expression shifts subtly. She blinks slowly, her gaze occasionally shifting downward, indicating deep thought or concern. The camera remains steady, maintaining the tight framing on her face, emphasizing her emotional state. The soft lighting continues to cast gentle shadows across her features, enhancing the intimate and focused nature of the scene.",
+          "In the final part of this segment, the woman lowers the phone slightly, her eyes closing for a moment as if processing the information she has just received. Her demeanor suggests a mix of relief and contemplation. The background remains consistent, with the blurred furniture and warm tones providing a stable backdrop to her evolving emotional response."
+        ],
+        "level_3": [
+          "The video begins with a close-up of the woman, her short black hair neatly styled, and her black top complemented by elegant dangling earrings. She holds a white flip phone to her ear, her expression serious and focused. The background is softly blurred, with warm, neutral tones suggesting a comfortable indoor environment. The lighting is soft, highlighting her features and the details of her attire.",
+          "As the phone call progresses, the woman's expression becomes more animated. Her eyes narrow slightly, and her lips move subtly, indicating she is actively listening and responding. The white flip phone remains pressed against her ear, its screen glowing faintly blue. The camera stays fixed on her face, capturing every nuance of her reaction. The background remains out of focus, maintaining the intimate feel of the scene.",
+          "The woman's demeanor shifts as she continues the conversation. Her eyes briefly close, and her head tilts slightly downward, suggesting a moment of reflection or concern. The phone is still held close to her ear, but her grip appears slightly relaxed. The soft lighting continues to illuminate her face, casting gentle shadows that enhance the emotional depth of the scene. The blurred background remains consistent, providing a stable setting.",
+          "In the next phase, the woman's expression softens. Her eyes open wider, and a slight smile plays on her lips, indicating a positive turn in the conversation. The white flip phone is still held to her ear, but her posture relaxes further. The camera maintains its close-up focus, capturing the subtle changes in her expression. The warm, blurred background continues to provide a cozy ambiance.",
+          "The video concludes with the woman lowering the phone slightly, her eyes closing for a moment as if taking a deep breath. Her expression is one of calm reflection, suggesting the conversation has reached a resolution. The white flip phone is no longer the central focus, and her relaxed posture indicates a sense of closure. The soft lighting and blurred background remain consistent, wrapping up the scene with a sense of tranquility."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hairstyle remain consistent?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Are the earrings visible and consistent in appearance throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the woman continue to wear the same black top?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the white flip phone consistently held to the woman's ear?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's facial expression change significantly during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "openhumanvid_full_regen",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_c83b792f5f5f7e9b9a72bc873c8fcd7b6bf3351797df0784323181678f56c8ca"
+  },
+  {
+    "task_id": "mem_openhumanvid_3417154e322ba78411000363b05ee7409b73a31e7af65e5968a1908e1e84537a",
+    "instance_id": "mem_openhumanvid_3417154e322ba78411000363b05ee7409b73a31e7af65e5968a1908e1e84537a",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_3417154e322ba78411000363b05ee7409b73a31e7af65e5968a1908e1e84537a.mp4",
+      "total_frames": 393,
+      "fps": 25.0,
+      "duration_sec": 15.72,
+      "reference_image_path": "inference_img/mem_openhumanvid_3417154e322ba78411000363b05ee7409b73a31e7af65e5968a1908e1e84537a_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens with a close-up of two women in an indoor setting, likely an office or studio. The primary subject is a woman with long, dark brown/black wavy hair, wearing a white ribbed turtleneck sweater, silver drop earrings, and a nose ring on her left nostril. She has neutral makeup with pink lipstick. Initially, she faces away from the camera, then turns to face another woman who is partially visible, wearing a black jacket with a red collar. The second woman has her dark hair styled in a bun. As the scene progresses, the first woman speaks while turning her head slightly, and the camera follows her movements. The background features modern decor, including a framed abstract painting, patterned wallpaper, and circular ceiling lights. The two women appear to be engaged in a serious conversation, with the camera capturing their expressions and body language."
+        ],
+        "level_2": [
+          "The video begins with a close-up shot of a woman with long, dark brown/black wavy hair, wearing a white ribbed turtleneck sweater, silver drop earrings, and a nose ring on her left nostril. She is facing away from the camera initially, revealing her profile as she turns to engage with another woman who is partially visible, wearing a black jacket with a red collar. The second woman has her hair styled in a neat bun. The setting appears to be a modern indoor space, possibly an office or studio, with patterned wallpaper, a framed abstract painting, and circular ceiling lights in the background. The first woman begins to speak, her facial expressions shifting as she talks, while the camera follows her movements, maintaining focus on her face and upper body.",
+          "Continuing from the previous scene, the camera captures the ongoing interaction between the two women. The woman in the white turtleneck sweater remains the focal point, her long, wavy hair cascading over her shoulders. She continues to speak, her mouth moving as she articulates her words, and her eyes occasionally glancing at the other woman. The second woman, still partially visible, listens intently, her head slightly tilted. The background remains consistent, with the framed abstract painting and patterned wallpaper providing a stable visual context. The camera angle shifts slightly, offering a more frontal view of the first woman as she maintains her position in the frame.",
+          "In the final segment, the camera pulls back to reveal more of the room, showing both women standing side by side. The woman in the white turtleneck sweater has her arms crossed, her expression serious as she continues to speak. The second woman, now fully visible, stands beside her, listening attentively. The background includes a large framed abstract painting on the wall, patterned wallpaper, and a circular ceiling light fixture. The camera remains steady, capturing the full-body posture of both women as they engage in their conversation, emphasizing the spatial relationship between them and the surrounding environment."
+        ],
+        "level_3": [
+          "The video opens with a close-up shot of a woman with long, dark brown/black wavy hair, wearing a white ribbed turtleneck sweater, silver drop earrings, and a nose ring on her left nostril. She is facing away from the camera, revealing her profile as she turns to engage with another woman who is partially visible, wearing a black jacket with a red collar. The second woman has her hair styled in a neat bun. The setting appears to be a modern indoor space, possibly an office or studio, with patterned wallpaper, a framed abstract painting, and circular ceiling lights in the background.",
+          "As the scene progresses, the camera focuses on the woman in the white turtleneck sweater as she begins to speak. Her facial expressions shift subtly, indicating she is engaged in a conversation. The second woman listens intently, her head slightly tilted. The camera angle shifts slightly, offering a more frontal view of the first woman as she maintains her position in the frame, with the background elements remaining consistent.",
+          "The camera continues to follow the woman in the white turtleneck sweater as she speaks, capturing her upper body and face in detail. Her long, wavy hair frames her face, and her neutral makeup with pink lipstick is clearly visible. The second woman remains partially visible, her attention focused on the speaker. The background includes the framed abstract painting and patterned wallpaper, providing a stable visual context for the interaction.",
+          "The camera pulls back to reveal more of the room, showing both women standing side by side. The woman in the white turtleneck sweater has her arms crossed, her expression serious as she continues to speak. The second woman, now fully visible, stands beside her, listening attentively. The background includes a large framed abstract painting on the wall, patterned wallpaper, and a circular ceiling light fixture.",
+          "In the final moments, the camera remains steady, capturing the full-body posture of both women as they engage in their conversation. The woman in the white turtleneck sweater maintains her crossed-arm stance, her expression unwavering, while the second woman stands beside her, her body language suggesting she is listening carefully. The background elements, including the framed abstract painting and patterned wallpaper, remain consistent, providing a cohesive visual narrative throughout the video."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's nose ring remain visible when she turns her head to the side?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the sweater worn by the woman with long hair?",
+          "options": [
+            "A. Black",
+            "B. White",
+            "C. Gray",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "What is the style of the woman's hair in the video?",
+          "options": [
+            "A. Straight and loose",
+            "B. Wavy and pulled back",
+            "C. Long and wavy",
+            "D. Braided"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the woman in the white turtleneck sweater maintain the same hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:03.724481"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman continue to wear the same white turtleneck sweater in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:03.724533"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "What happens to the woman's sweater when the camera pulls back in Segment 4?",
+          "options": [
+            "A. It changes to a different color",
+            "B. It becomes visible in full length",
+            "C. It disappears",
+            "D. It appears wrinkled in a new way"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:03.724541"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "How is the second woman distinguished from the first?",
+          "options": [
+            "A. By her red collar and bun hairstyle",
+            "B. By her pink lipstick",
+            "C. By her white turtleneck",
+            "D. By her long wavy hair"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:03.724556"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera zoom out in the final segment to show both women?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:03.724564"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What change occurs in the camera perspective between Segment 3 and Segment 4?",
+          "options": [
+            "A. The camera moves closer to the subjects",
+            "B. The camera zooms out to show full bodies",
+            "C. The camera rotates 360 degrees",
+            "D. The camera focuses only on the background"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:03.724570"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Do the background elements remain consistent when the camera pulls back?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:03.724580"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which background element is visible in all segments?",
+          "options": [
+            "A. A green plant",
+            "B. A framed abstract painting",
+            "C. A window",
+            "D. A bookshelf"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:03.724586"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_3417154e322ba78411000363b05ee7409b73a31e7af65e5968a1908e1e84537a"
+  },
+  {
+    "task_id": "mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212",
+    "instance_id": "mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212.mp4",
+      "total_frames": 416,
+      "fps": 25.0,
+      "duration_sec": 16.64,
+      "reference_image_path": "inference_img/mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In a rustic, dimly lit room with cracked mud walls, a man lies on a bed, wearing a white shirt with red and blue patterns. He appears to be in distress or deep thought. A woman in a patterned gray dress stands beside him, her expression one of concern. Another man, dressed in a green jacket over a white shirt, holds a red cloth or object, presenting it to the man on the bed. The camera remains steady, focusing on the interaction between the three individuals, capturing their subtle movements and expressions as the man on the bed reacts to the object being shown to him."
+        ],
+        "level_2": [
+          "The scene opens with the man lying on the bed, his face showing signs of discomfort or contemplation. The woman stands close to him, her gaze fixed on his face, reflecting worry. The man in the green jacket holds a red cloth, carefully unfolding it while looking at the man on the bed. The background features a woven basket hanging on the wall, adding to the rustic ambiance. The camera maintains a medium shot, keeping all three characters in frame as they engage in this quiet, tense moment.",
+          "As the sequence progresses, the man on the bed begins to speak, his mouth moving and his eyes shifting slightly, indicating he is responding to the situation. The woman leans forward slightly, her concern intensifying as she listens. The man in the green jacket continues to hold the red cloth, now more prominently displaying it towards the man on the bed. The lighting remains consistent, highlighting the textures of their clothing and the roughness of the room's walls.",
+          "In the final part of this segment, the man on the bed becomes more animated, gesturing with his hand as he speaks, possibly explaining something or expressing urgency. The woman's expression softens slightly, suggesting she is beginning to understand or empathize with his words. The man in the green jacket adjusts the red cloth, preparing to show it more clearly. The camera angle shifts slightly, providing a closer view of their faces and the red cloth, emphasizing the importance of the object in their interaction."
+        ],
+        "level_3": [
+          "The video begins with the man lying on the bed, his white shirt with red and blue patterns visible against the backdrop of the rustic room. His facial features, including his hairline and eyes, are clear, and his body position remains unchanged as he lies down. The woman in the patterned gray dress stands beside him, her expression conveying concern. The man in the green jacket holds a red cloth, presenting it to the man on the bed. The camera is steady, capturing the initial setup of the scene with all three characters in focus.",
+          "As the scene develops, the man on the bed starts to show signs of distress, his mouth moving as if he is speaking or groaning. The woman leans closer, her concern evident in her posture and facial expression. The man in the green jacket continues to hold the red cloth, now slightly adjusting its position to better display it to the man on the bed. The woven basket on the wall behind them adds to the setting's authenticity, and the lighting remains consistent, highlighting the details of their clothing and the room's texture.",
+          "The interaction intensifies as the man on the bed becomes more vocal, gesturing with his hand while speaking. The woman's expression changes subtly, showing a mix of concern and understanding. The man in the green jacket holds the red cloth more prominently, ensuring it is clearly visible to the man on the bed. The camera angle shifts slightly, providing a closer view of their faces and the red cloth, emphasizing the significance of the object in their conversation.",
+          "In the next phase, the man on the bed continues to speak, his gestures becoming more pronounced as he emphasizes his points. The woman's concern deepens, her eyes focused on the man's face, and she leans in slightly, indicating her engagement in the conversation. The man in the green jacket adjusts the red cloth again, holding it up higher for the man on the bed to see. The background remains the same, with the woven basket and the textured walls providing a consistent setting.",
+          "The final part of the sequence shows the man on the bed becoming increasingly animated, his facial expressions and hand gestures conveying urgency or importance. The woman's expression softens, suggesting she is beginning to grasp the situation. The man in the green jacket holds the red cloth steadily, ensuring it remains the focal point of the interaction. The camera maintains a close-up shot, capturing the detailed expressions and the red cloth, highlighting the emotional and narrative weight of the moment."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man lying on the bed maintain consistent facial features?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the man's body position consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the man's clothing remain unchanged?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "openhumanvid_full_regen",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212"
+  },
+  {
+    "task_id": "mem_openhumanvid_989d76420e9f2b2445c65bc49854a7061552e401437784233ed7d8d19bb3d0b8",
+    "instance_id": "mem_openhumanvid_989d76420e9f2b2445c65bc49854a7061552e401437784233ed7d8d19bb3d0b8",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_989d76420e9f2b2445c65bc49854a7061552e401437784233ed7d8d19bb3d0b8.mp4",
+      "total_frames": 393,
+      "fps": 23.98,
+      "duration_sec": 16.39,
+      "reference_image_path": "inference_img/mem_openhumanvid_989d76420e9f2b2445c65bc49854a7061552e401437784233ed7d8d19bb3d0b8_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "An older man wearing a light-colored cowboy hat and a greenish-brown jacket stands in a vast outdoor landscape. The camera focuses on the side profile of his face, highlighting his weathered skin, wrinkles, and defined facial features. The background consists of distant mountains under a soft, diffused sky, with subtle variations in lighting suggesting either sunrise or sunset. As the video progresses, the man slowly turns his head slightly, revealing more of his profile before eventually turning away from the camera, showing the back of his hat and shoulders. The scene maintains a calm, contemplative mood throughout."
+        ],
+        "level_2": [
+          "The video opens with a close-up side profile of an older man wearing a light-colored cowboy hat and a greenish-brown jacket. His face is illuminated by warm, natural light, emphasizing his textured skin and deep-set wrinkles. The background features a serene mountain range under a soft, cloudy sky. The man remains mostly still, with only slight movements of his head as he gazes into the distance. The lighting subtly shifts, indicating the passage of time, possibly during sunrise or sunset.",
+          "As the video continues, the man's head turns slightly more to the right, offering a fuller view of his profile. The lighting remains consistent, casting gentle shadows that accentuate the contours of his face. The distant mountains in the background remain a constant, tranquil element. The man's expression is pensive, and his posture suggests a moment of quiet reflection.",
+          "In the final third of the video, the man turns his head further away from the camera, now showing the back of his cowboy hat and shoulders. The camera angle adjusts slightly to follow his movement, maintaining focus on him while the background remains softly blurred. The overall atmosphere remains peaceful, with the man appearing to be lost in thought as he gazes out at the expansive landscape."
+        ],
+        "level_3": [
+          "The video begins with a close-up shot of an older man in profile, wearing a light-colored cowboy hat and a greenish-brown jacket. His face is detailed, with visible wrinkles and a rugged texture, suggesting a life spent outdoors. The background features a soft, hazy sky with distant mountains, creating a sense of depth and tranquility. The lighting is warm and natural, likely from the early morning or late afternoon sun, casting gentle highlights on his face and hat.",
+          "As the scene progresses, the man's head moves slightly, turning a bit more towards the right. This subtle motion reveals more of his facial features, including his strong jawline and the lines etched into his skin. The lighting remains consistent, with the sun continuing to illuminate his face from the same angle. The mountains in the background remain a static, majestic presence, adding to the serene atmosphere.",
+          "The man continues to turn his head, now facing almost directly away from the camera. The focus shifts to the back of his cowboy hat and the nape of his neck, which is also textured and weathered. The lighting begins to soften slightly, suggesting the sun is moving lower in the sky. The distant mountains are still visible but appear slightly darker, indicating the changing light conditions.",
+          "The camera follows the man as he completes his turn, now fully facing away from the viewer. The shot captures the back of his hat and shoulders, with the greenish-brown jacket blending into the natural surroundings. The lighting has dimmed further, casting longer shadows and giving the scene a more subdued tone. The mountains in the background are now more silhouetted against the sky, enhancing the sense of depth and vastness.",
+          "In the final moments, the man stands still, gazing out at the expansive landscape. The camera holds steady, focusing on the back of his hat and the quiet, reflective mood of the scene. The lighting is now quite soft, with the sky taking on a deeper blue hue, suggesting the approach of evening. The overall atmosphere is one of peaceful contemplation, with the man seemingly absorbed in the beauty of the natural world around him."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man maintain the same identity across different frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Are there any noticeable changes in the man's age or physical appearance between frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's skin texture consistent across all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the man's hairline remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are there any inconsistencies in the man's facial features that suggest a change in identity?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "openhumanvid_full_regen",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_989d76420e9f2b2445c65bc49854a7061552e401437784233ed7d8d19bb3d0b8"
+  },
+  {
+    "task_id": "mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e",
+    "instance_id": "mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e.mp4",
+      "total_frames": 369,
+      "fps": 24.0,
+      "duration_sec": 15.38,
+      "reference_image_path": "inference_img/mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens with a view through an ornate white metal gate, partially obscuring a warmly lit interior. A man with short dark hair and a gray beard, wearing a dark jacket over a collared shirt with white trim on the collar, enters from behind the gate. He is followed by a woman with short dark hair, dressed in a light pink ribbed sweater. The two walk side by side, moving forward through the space, with the man gesturing as if explaining something. The background features a wooden door with glass panes and decorative wall patterns, while the camera follows their movement, maintaining focus on their interaction."
+        ],
+        "level_2": [
+          "The video begins with a man partially visible behind an ornate white metal gate, which frames the scene. He has short dark hair, a gray beard, and is wearing a dark jacket over a collared shirt with white trim. As he steps forward, his face becomes fully visible, and he appears to be speaking or gesturing. Shortly after, a woman with short dark hair, wearing a light pink ribbed sweater, enters from behind him. She walks alongside him, and they both move forward together through the space. The background includes a wooden door with glass panes and decorative wall patterns, while the camera follows their movement.",
+          "Continuing from the previous scene, the man and woman are now walking side by side, moving deeper into the room. The man continues to gesture with his hands, seemingly engaged in conversation, while the woman listens attentively, occasionally glancing at him. The ornate white metal gate remains in the foreground, framing their movement. The background reveals more of the interior, including a glimpse of a railing and additional decorative elements on the walls. The camera maintains a steady follow shot, keeping both individuals in focus.",
+          "Finally, the man and woman continue their walk through the elegantly decorated room. The man, still wearing his dark jacket and collared shirt, turns slightly towards the woman as they converse. The woman, in her light pink sweater, smiles and responds to him. The ornate white metal gate is still visible in the foreground, but the background now shows more of the room's details, including a brick-patterned section of the wall and a black railing. The camera follows them closely, capturing their interaction and the warm, inviting atmosphere of the space."
+        ],
+        "level_3": [
+          "The video opens with a view through an ornate white metal gate, which frames the entrance to a warmly lit interior. A man with short dark hair and a gray beard, wearing a dark jacket over a collared shirt with white trim, steps forward from behind the gate. His face becomes fully visible as he begins to speak, gesturing with his hands. The background features a wooden door with glass panes and decorative wall patterns, adding to the elegant ambiance of the setting.",
+          "As the man continues to speak, a woman with short dark hair, dressed in a light pink ribbed sweater, enters from behind him. She walks alongside him, her attention focused on him as he gestures and explains something. The ornate white metal gate remains in the foreground, framing their movement as they proceed deeper into the room. The background reveals more of the interior, including a glimpse of a railing and additional decorative elements on the walls.",
+          "The man and woman continue their walk through the elegantly decorated room, moving closer to the camera. The man, still wearing his dark jacket and collared shirt, turns slightly towards the woman as they converse. The woman, in her light pink sweater, smiles and responds to him, her expression indicating engagement in the conversation. The ornate white metal gate is still visible in the foreground, but the background now shows more of the room's details, including a brick-patterned section of the wall and a black railing.",
+          "The couple moves further into the room, their interaction becoming more animated. The man gestures with his hands as he speaks, emphasizing his points, while the woman listens attentively, nodding and smiling. The ornate white metal gate remains in the foreground, but the background reveals more of the room's intricate details, including a black railing and additional decorative elements on the walls. The camera follows them closely, capturing their dynamic interaction.",
+          "In the final moments of the video, the man and woman continue their walk through the elegantly decorated room. The man, still wearing his dark jacket and collared shirt, turns slightly towards the woman as they converse. The woman, in her light pink sweater, smiles and responds to him, her expression indicating engagement in the conversation. The ornate white metal gate is still visible in the foreground, but the background now shows more of the room's details, including a brick-patterned section of the wall and a black railing. The camera maintains a steady follow shot, keeping both individuals in focus as they move through the space."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "multiple_choice",
+          "question": "What color is the man's outer jacket?",
+          "options": [
+            "A. Blue",
+            "B. Black",
+            "C. Dark Gray",
+            "D. Brown"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the woman's hairstyle (short dark hair) consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "What type of garment is the woman wearing?",
+          "options": [
+            "A. Hoodie",
+            "B. Sweater",
+            "C. Blouse",
+            "D. Jacket"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the man's facial appearance change significantly between Segment 1 and Segment 5?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:21.673094"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are new background elements introduced as the characters move forward?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:21.673169"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "Which background feature is first mentioned in Segment 2 and becomes more prominent in later segments?",
+          "options": [
+            "A. A red carpet",
+            "B. A black railing",
+            "C. A chandelier",
+            "D. A painting"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:21.673175"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e"
+  },
+  {
+    "task_id": "mem_openhumanvid_793e3f6a347e2672d701b7ba42d6ee1450191f0fb174156790ee3dd2bdca130d",
+    "instance_id": "mem_openhumanvid_793e3f6a347e2672d701b7ba42d6ee1450191f0fb174156790ee3dd2bdca130d",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_793e3f6a347e2672d701b7ba42d6ee1450191f0fb174156790ee3dd2bdca130d.mp4",
+      "total_frames": 383,
+      "fps": 23.98,
+      "duration_sec": 15.97,
+      "reference_image_path": "inference_img/mem_openhumanvid_793e3f6a347e2672d701b7ba42d6ee1450191f0fb174156790ee3dd2bdca130d_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In a dimly lit room with brick walls and a barred gate in the background, a man dressed in a light pink traditional Chinese outfit with white cuffs and a wide-brimmed hat sits on a wooden chair. He is engaged in a conversation with two other individuals: a woman in an ornate light pink qipao adorned with gold embroidery and jewelry, and another person wearing a brown robe who appears distressed, leaning forward with their head down. The man gestures with his hands while speaking, and the woman occasionally places a comforting hand on his shoulder. The scene maintains a somber and intimate atmosphere throughout."
+        ],
+        "level_2": [
+          "The video opens with a man in a light pink traditional Chinese outfit and a white hat seated on a wooden chair, facing a distressed individual in a brown robe. To his left, a woman in an intricately embroidered light pink qipao, adorned with jewelry, sits quietly. The man begins to speak, gesturing with his hands as he interacts with the distressed person. The woman then reaches out to place a comforting hand on the man's shoulder, showing concern. The background remains consistent with brick walls and a barred gate, emphasizing the confined setting.",
+          "Continuing from the previous scene, the man in the pink outfit continues to engage with the distressed individual, now placing his hands on their shoulders in a gesture of reassurance. The woman in the qipao observes the interaction closely, her expression reflecting empathy. The man adjusts his posture slightly, maintaining eye contact with the distressed person, while the woman remains seated, her hand still resting on the man's shoulder. The barred gate and brick walls remain prominent in the background, reinforcing the setting.",
+          "In the final part of the sequence, the man in the pink outfit continues to comfort the distressed individual, who remains hunched over. The man leans forward, offering further support, while the woman in the qipao watches attentively. The interaction between the three individuals remains the focal point, with the man's gestures and the woman's supportive presence creating a sense of care and concern. The background elements, including the brick walls and barred gate, remain unchanged, maintaining the spatial consistency of the scene."
+        ],
+        "level_3": [
+          "The video begins with a man in a light pink traditional Chinese outfit and a white hat seated on a wooden chair, facing a distressed individual in a brown robe. To his left, a woman in an ornate light pink qipao adorned with gold embroidery and jewelry sits quietly. The man starts to speak, gesturing with his hands as he interacts with the distressed person. The camera focuses on the trio, capturing the subtle movements and expressions that convey the gravity of the situation.",
+          "As the scene progresses, the man in the pink outfit continues to engage with the distressed individual, now placing his hands on their shoulders in a gesture of reassurance. The woman in the qipao observes the interaction closely, her expression reflecting empathy. The man adjusts his posture slightly, maintaining eye contact with the distressed person, while the woman remains seated, her hand still resting on the man's shoulder. The camera subtly shifts to emphasize the emotional connection between the characters.",
+          "The interaction deepens as the man in the pink outfit leans forward, offering further support to the distressed individual, who remains hunched over. The woman in the qipao watches attentively, her gaze fixed on the exchange. The man's gestures become more pronounced, indicating his earnest attempt to comfort the other person. The camera maintains a steady focus on the trio, ensuring that the viewer remains immersed in the emotional dynamics of the scene.",
+          "In the next segment, the man continues to provide comfort to the distressed individual, his hands gently placed on their back. The woman in the qipao remains seated, her expression conveying a mix of concern and compassion. The background, with its brick walls and barred gate, remains constant, reinforcing the confined and intimate nature of the setting. The camera angle subtly changes to capture the evolving interaction from different perspectives.",
+          "Finally, the man in the pink outfit continues to console the distressed individual, who remains in a hunched position. The woman in the qipao watches closely, her hand still resting on the man's shoulder, symbolizing her support. The scene concludes with the trio deeply engaged in their interaction, the man's gestures and the woman's attentive presence highlighting the emotional depth of the moment. The barred gate and brick walls in the background remain unchanged, maintaining the spatial consistency of the scene."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "multiple_choice",
+          "question": "What color is the hat worn by the man in the center?",
+          "options": [
+            "A. Black",
+            "B. White",
+            "C. Beige",
+            "D. Brown"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How does the man's posture change during the interaction?",
+          "options": [
+            "A. He remains still",
+            "B. He leans forward",
+            "C. He turns his head",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the man's white hat remain on his head throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the man in the pink outfit maintain the same appearance throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:12.462061"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "Which individual remains seated throughout all segments?",
+          "options": [
+            "A. The man in the pink outfit",
+            "B. The woman in the qipao",
+            "C. The distressed person in the brown robe",
+            "D. All three"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:12.462094"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the woman’s qipao retain its gold embroidery and jewelry throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:12.462108"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "What detail of the man's outfit is consistently mentioned across all segments?",
+          "options": [
+            "A. His hat color",
+            "B. His white cuffs",
+            "C. His footwear",
+            "D. His facial expression"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:12.462116"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are the three individuals clearly distinguishable by clothing and posture in every segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:12.462136"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "Who is described as hunched over and distressed throughout the sequence?",
+          "options": [
+            "A. The man in pink",
+            "B. The woman in the qipao",
+            "C. The person in the brown robe",
+            "D. None of the above"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:12.462143"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Do the brick walls and barred gate remain visible and unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:12.462151"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "What background feature is consistently referenced across all segments?",
+          "options": [
+            "A. A window",
+            "B. A wooden door",
+            "C. A barred gate",
+            "D. A painting"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:12.462157"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_793e3f6a347e2672d701b7ba42d6ee1450191f0fb174156790ee3dd2bdca130d"
+  },
+  {
+    "task_id": "mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960",
+    "instance_id": "mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960.mp4",
+      "total_frames": 465,
+      "fps": 29.97,
+      "duration_sec": 15.52,
+      "reference_image_path": "inference_img/mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video features two women standing side by side in a modest indoor setting. The elderly woman, positioned on the left, has gray hair styled in a neat bun and wears small hoop earrings. She is dressed in a dark-colored top with an ornate orange and brown patterned collar. Throughout the video, she turns her head slightly to her right while speaking, her facial expressions changing subtly as she communicates. The younger woman, on the right, has short bobbed brown hair with bangs and wears a light pink collared shirt. She remains mostly still, occasionally shifting her gaze but maintaining a composed demeanor. The background consists of a plain wall with a red-framed alcove or shelf, adding a subtle depth to the scene. The camera remains steady, focusing on the two women and capturing their interaction."
+        ],
+        "level_2": [
+          "The video opens with the two women standing close together. The elderly woman, with her gray hair in a bun and wearing a dark top with an ornate collar, begins to turn her head slightly to her right, indicating she is about to speak. The younger woman, dressed in a light pink collared shirt, stands calmly beside her, her expression neutral. As the elderly woman continues to speak, her facial expressions become more animated, reflecting the tone of her words. The younger woman maintains her position, occasionally glancing toward the elderly woman but mostly looking forward. The background remains consistent, featuring a plain wall and a red-framed alcove.",
+          "Continuing from the previous scene, the elderly woman is now actively speaking, her head turned further to her right. Her facial expressions are more pronounced, suggesting she is emphasizing certain points in her conversation. The younger woman remains mostly stationary, her gaze shifting slightly towards the elderly woman, indicating she is listening attentively. The lighting and background elements, including the red-framed alcove, remain unchanged, providing a stable visual context for the interaction.",
+          "In the final part of the video, the elderly woman continues her conversation, her head still turned to the right. Her expressions remain engaged, showing her active participation in the dialogue. The younger woman maintains her attentive stance, her eyes occasionally meeting the elderly woman's, reinforcing the sense of communication between them. The background, with its plain wall and red-framed alcove, stays consistent, ensuring the focus remains on the two women and their interaction."
+        ],
+        "level_3": [
+          "The video begins with the two women standing side by side. The elderly woman, with her gray hair in a bun and wearing a dark top with an ornate collar, is positioned on the left. The younger woman, with short brown hair and a light pink collared shirt, stands on the right. The background features a plain wall with a red-framed alcove, adding a subtle detail to the setting. The elderly woman starts to turn her head slightly to her right, preparing to speak.",
+          "As the elderly woman continues to turn her head further to the right, her facial expressions begin to change, indicating she is starting to speak. The younger woman remains mostly still, her gaze directed forward but with a slight shift towards the elderly woman, suggesting she is listening. The red-framed alcove in the background remains a constant element, providing a stable backdrop for the scene.",
+          "The elderly woman is now fully engaged in speaking, her head turned more significantly to the right. Her facial expressions are more animated, reflecting the content of her words. The younger woman maintains her attentive posture, her eyes occasionally meeting the elderly woman's, reinforcing the sense of communication. The background, with its plain wall and red-framed alcove, remains unchanged, keeping the focus on the interaction between the two women.",
+          "The elderly woman continues her conversation, her head still turned to the right. Her expressions remain engaged, showing her active participation in the dialogue. The younger woman stays in her attentive stance, her gaze occasionally shifting towards the elderly woman, indicating ongoing listening. The red-framed alcove in the background remains a consistent element, providing a stable visual context.",
+          "In the final moments of the video, the elderly woman is still speaking, her head turned to the right. Her facial expressions continue to convey her engagement in the conversation. The younger woman maintains her attentive posture, her eyes occasionally meeting the elderly woman's, reinforcing the sense of communication. The background, with its plain wall and red-framed alcove, remains consistent, ensuring the focus stays on the two women and their interaction."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Is the younger woman's expression consistently serious throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of earrings does the elderly woman wear?",
+          "options": [
+            "A. Hoop",
+            "B. Stud",
+            "C. Dangle",
+            "D. No earrings"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the elderly woman's patterned collar remain visible and unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the elderly woman maintain her gray hair in a bun throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:25.077941"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the consistency of the younger woman’s hairstyle across all segments?",
+          "options": [
+            "A. Changes from bob to long hair",
+            "B. Remains short bobbed brown hair with bangs",
+            "C. Becomes curly",
+            "D. Is partially obscured by an object"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:25.077975"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Is the younger woman's shirt consistently described as light pink and collared in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:25.077988"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "What is the description of the elderly woman's top collar in all segments?",
+          "options": [
+            "A. Plain black",
+            "B. Ornate orange and brown patterned",
+            "C. Blue floral",
+            "D. White lace"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:25.077995"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the red-framed alcove remain visible and unchanged in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:25.078017"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960"
+  },
+  {
+    "task_id": "mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5",
+    "instance_id": "mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5.mp4",
+      "total_frames": 377,
+      "fps": 25.0,
+      "duration_sec": 15.08,
+      "reference_image_path": "inference_img/mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A man in a gray button-up shirt with short dark hair and a mustache stands outside a car on a busy street. He is accompanied by two women, one in a colorful jacket and the other in a black outfit. The man appears to be engaged in a conversation with the woman in the black outfit, who gestures towards him. As the scene progresses, the man turns his attention to the woman in the colorful jacket, and they share an emotional embrace. The background features storefronts, including one with a red circular sign, and the atmosphere suggests a moment of personal significance amidst an urban setting."
+        ],
+        "level_2": [
+          "The man in the gray shirt stands near a car door, facing two women. One woman, dressed in a black outfit, gestures as if explaining something, while the other, in a colorful jacket, listens attentively. The man looks between them, seemingly processing their words. The setting is a bustling street with visible storefronts, including a barbershop and a shop with a red circular sign. The camera remains steady, focusing on the interaction between the three individuals.",
+          "The man in the gray shirt turns his attention from the woman in the black outfit to the woman in the colorful jacket. The woman in the black outfit steps back slightly, allowing the man and the other woman to engage more closely. The man places his hand on the woman's shoulder, and she responds by looking up at him. The background remains consistent with the urban street setting, featuring various shops and signs.",
+          "The man in the gray shirt embraces the woman in the colorful jacket in a heartfelt hug. She leans into him, her face showing emotion, while he holds her tightly. After a moment, they separate slightly, but the man continues to hold her gently. The woman in the black outfit is no longer in the frame, suggesting she has stepped away. The car door remains open, and the background storefronts are still visible."
+        ],
+        "level_3": [
+          "The man in the gray shirt stands outside a car, facing two women. The woman in the black outfit gestures towards him, possibly explaining something, while the woman in the colorful jacket listens. The man appears to be listening intently, his expression serious. The background shows a busy street with storefronts, including a barbershop and a shop with a red circular sign. The camera is focused on the interaction between the three individuals, capturing their body language and facial expressions.",
+          "The man in the gray shirt turns his attention from the woman in the black outfit to the woman in the colorful jacket. The woman in the black outfit steps back slightly, allowing the man and the other woman to engage more closely. The man places his hand on the woman's shoulder, and she responds by looking up at him. The background remains consistent with the urban street setting, featuring various shops and signs. The camera angle shifts slightly to emphasize the growing connection between the man and the woman in the colorful jacket.",
+          "The man in the gray shirt embraces the woman in the colorful jacket in a heartfelt hug. She leans into him, her face showing emotion, while he holds her tightly. After a moment, they separate slightly, but the man continues to hold her gently. The woman in the black outfit is no longer in the frame, suggesting she has stepped away. The car door remains open, and the background storefronts are still visible. The camera captures the emotional intensity of the moment, focusing on the man and the woman in the colorful jacket.",
+          "The man in the gray shirt and the woman in the colorful jacket continue their embrace, their bodies close and their expressions conveying deep emotion. The man gently strokes her hair, offering comfort, while she rests her head on his shoulder. The car door remains open, and the background storefronts are still visible, providing context to the urban setting. The camera maintains a steady focus on the couple, highlighting the intimacy of their interaction.",
+          "The man in the gray shirt and the woman in the colorful jacket slowly separate from their embrace. The man looks down at her with a concerned expression, while she looks up at him, her face still showing emotion. The car door remains open, and the background storefronts are still visible. The camera captures the subtle shift in their interaction, emphasizing the emotional weight of the moment as they prepare to move forward."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Is the man's hairstyle consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the man's facial expression change significantly between frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the visual features of the man (e.g., mustache, nose shape) consistent?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the man maintain the same position relative to the car door?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is there any indication that the man is a different person in any frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "openhumanvid_full_regen",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5"
+  },
+  {
+    "task_id": "mem_openhumanvid_caa2aee9b61501d66e346b858f008bf700fc70c3b04c2bdb440b9474109c1290",
+    "instance_id": "mem_openhumanvid_caa2aee9b61501d66e346b858f008bf700fc70c3b04c2bdb440b9474109c1290",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_caa2aee9b61501d66e346b858f008bf700fc70c3b04c2bdb440b9474109c1290.mp4",
+      "total_frames": 476,
+      "fps": 23.98,
+      "duration_sec": 19.85,
+      "reference_image_path": "inference_img/mem_openhumanvid_caa2aee9b61501d66e346b858f008bf700fc70c3b04c2bdb440b9474109c1290_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens in a dimly lit, vintage-style room with a large ornate mirror reflecting the scene. A woman with dark skin, wearing a long-sleeved, green and white vertically striped dress with a fitted waist, stands facing away from the camera. Her hair is styled in a neat bun. She is gently brushing the braided hair of a young girl seated in front of her. The reflection in the mirror shows the woman's focused expression as she tends to the child's hair. In the background, a man in period clothing sits on a chair, partially visible in the mirror's reflection. The lighting is soft and natural, streaming in from a window to the right, creating a serene and intimate atmosphere."
+        ],
+        "level_2": [
+          "The video begins with the woman in the green and white striped dress standing in front of a large, ornate mirror, brushing the braided hair of a young girl seated before her. The woman's dark skin and neatly styled bun are clearly visible, and her dress fits snugly at the waist. The reflection in the mirror reveals her focused expression and the braids of the child. As the scene progresses, the camera subtly shifts, revealing more of the room's vintage decor, including a table with various items and a man in period clothing sitting in the background, his reflection also visible in the mirror.",
+          "Continuing from the previous scene, the woman remains engaged in brushing the child's hair, her movements gentle and deliberate. The reflection in the mirror shows her turning slightly, offering a different angle of her face and the child's braids. The man in the background remains seated, his presence adding depth to the scene. The soft, natural light continues to illuminate the room, highlighting the intricate details of the woman's dress and the texture of the child's braids.",
+          "Finally, the woman completes brushing the child's hair, her attention fully on the task. The reflection in the mirror captures her final strokes and the serene expression on her face. The man in the background remains seated, his reflection still visible. The overall atmosphere remains calm and intimate, with the vintage room setting and soft lighting enhancing the sense of timelessness and care."
+        ],
+        "level_3": [
+          "The video opens with a woman in a green and white striped dress standing in front of a large, ornate mirror, brushing the braided hair of a young girl seated before her. The woman's dark skin and neatly styled bun are prominent, and her dress fits snugly at the waist. The reflection in the mirror shows her focused expression as she gently brushes the child's hair. The room is dimly lit with soft, natural light coming from a window to the right, creating a serene atmosphere. In the background, a man in period clothing is partially visible in the mirror's reflection, seated on a chair.",
+          "As the scene progresses, the woman continues to brush the child's hair, her movements deliberate and gentle. The camera subtly shifts, revealing more of the room's vintage decor, including a table with various items and the man in the background, whose reflection is now more visible. The woman's expression remains focused, and the intricate details of her dress and the texture of the child's braids are highlighted by the soft lighting.",
+          "The woman continues her task, occasionally turning slightly to get a better angle for brushing the child's hair. The reflection in the mirror shows her adjusting her position, maintaining her focus on the child. The man in the background remains seated, his presence adding depth to the scene. The soft, natural light continues to illuminate the room, emphasizing the intimate and caring nature of the moment.",
+          "The woman completes brushing the child's hair, her attention fully on the task. The reflection in the mirror captures her final strokes and the serene expression on her face. The man in the background remains seated, his reflection still visible. The overall atmosphere remains calm and intimate, with the vintage room setting and soft lighting enhancing the sense of timelessness and care.",
+          "In the final moments, the woman finishes brushing the child's hair, her movements gentle and deliberate. The reflection in the mirror shows her turning slightly, offering a different angle of her face and the child's braids. The man in the background remains seated, his reflection still visible. The soft, natural light continues to illuminate the room, creating a peaceful and tender conclusion to the scene."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hair remain in a bun throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How does the lighting in the room appear to change over time?",
+          "options": [
+            "A. It becomes significantly brighter",
+            "B. It remains consistently dim",
+            "C. It shifts from dim to slightly brighter",
+            "D. It becomes darker"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the woman's identity remain consistent throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:53.879585"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which feature best confirms the woman's identity persistence across segments?",
+          "options": [
+            "A. Her green and white striped dress",
+            "B. Her neatly styled bun",
+            "C. Her dark skin tone",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:53.879622"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the woman's dress consistently described across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:53.879634"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Are the three individuals clearly distinguishable across segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:53.879650"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which individual is most likely to be confused due to visibility constraints?",
+          "options": [
+            "A. The woman",
+            "B. The child",
+            "C. The man in the background",
+            "D. None"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:16:53.879657"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the mirror reflect the woman's focused expression as she brushes the child's hair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt explicitly states that 'the reflection in the mirror shows the woman's focused expression as she tends to the child's hair,' confirming content consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:15.124093"
+          }
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What should be reflected in the mirror when the woman turns slightly during brushing?",
+          "options": [
+            "A. Only the child’s face",
+            "B. A different angle of the woman’s face and the child’s braids",
+            "C. The entire room including the table",
+            "D. The camera lens"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Segment 3 and Segment 5 describe the woman turning slightly, and the reflection showing 'a different angle of her face and the child's braids.' This matches the expected reflection content based on movement.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:15.124148"
+          }
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "When the video transitions from Segment 1 to Segment 2, does the reflection still show the man in period clothing?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "In both Segment 1 and Segment 2, the man is described as being present and visible in the mirror’s reflection. There is no indication he leaves or changes position, so temporal consistency is maintained.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:15.124164"
+          }
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "How does the reflection of the man change across Segments 1 to 5?",
+          "options": [
+            "A. He disappears from the reflection after Segment 2",
+            "B. His reflection becomes more visible over time",
+            "C. He moves from the left to the right side of the mirror",
+            "D. He stands up in Segment 4"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Segment 1 says the man is 'partially visible,' while Segment 2 notes his reflection is 'now more visible,' indicating gradual increase in visibility without any action change—consistent with camera shift and temporal continuity.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:15.124170"
+          }
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "After the woman completes brushing the child's hair in Segment 4, does the reflection still show her focused expression?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Segment 4 states: 'the reflection in the mirror captures her final strokes and the serene expression on her face.' This implies continued presence of her facial expression in the reflection, maintaining temporal coherence.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:15.124177"
+          }
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Is the reflection of the woman's dress consistently shown as green and white striped throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The description of the dress remains unchanged across all segments, and since the mirror reflects the actual environment, it must also consistently reflect the same striped pattern.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:15.124191"
+          }
+        },
+        {
+          "question_id": "14",
+          "type": "binary",
+          "question": "When the camera shifts subtly in Segment 2, does the reflection update to include more of the room’s vintage decor?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt states that 'the camera subtly shifts, revealing more of the room's vintage decor,' and since the mirror reflects the scene, the reflection should also reflect the expanded view, maintaining viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:15.124199"
+          }
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the reflection correctly update when the woman turns slightly in Segment 3?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt states: 'the reflection in the mirror shows her adjusting her position,' confirming that the mirror updates its view to match her motion, demonstrating correct viewpoint tracking.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:15.124213"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_caa2aee9b61501d66e346b858f008bf700fc70c3b04c2bdb440b9474109c1290"
+  },
+  {
+    "task_id": "mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0",
+    "instance_id": "mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0.mp4",
+      "total_frames": 408,
+      "fps": 25.0,
+      "duration_sec": 16.32,
+      "reference_image_path": "inference_img/mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens in an opulent, 18th-century grand staircase adorned with intricate wrought-iron railings and ornate white plasterwork on the walls and ceiling. Three men dressed in period formal attire descend the sweeping staircase together. The man on the left wears a dark coat with light-colored breeches and white stockings, while the middle man dons a similar dark coat with a white cravat and light breeches. The man on the right also wears a dark coat and holds a small book or folder. All three have powdered wigs typical of the era. As they move closer to the camera, their faces and clothing details remain consistent, indicating no identity changes. The background features luxurious red carpeting on the stairs, elegant candelabras on side tables, and plush upholstered chairs with gold trim at the base of the staircase. The camera follows their descent, maintaining a steady focus on the trio as they navigate the grand space."
+        ],
+        "level_2": [
+          "The video begins with a wide shot of a grand, ornate staircase in an 18th-century setting. The staircase is decorated with elaborate wrought-iron railings and detailed white plasterwork on the walls and ceiling. A single figure in period attire descends the stairs, followed by two more individuals joining from a higher landing. The scene transitions to show three men descending together. The man on the left wears a dark coat with light breeches and white stockings, the middle man wears a dark coat with a white cravat and light breeches, and the man on the right wears a dark coat and holds a small book or folder. All three have powdered wigs. The camera pans slightly to follow their movement down the stairs. In the final part of this segment, the men continue their descent, approaching the camera with their faces and clothing details clearly visible against the backdrop of the luxurious interior, including red carpeting, candelabras, and upholstered chairs.",
+          "As the three men continue their descent down the grand staircase, the camera maintains a steady follow shot, capturing their movements in detail. The man on the left, wearing a dark coat with light breeches and white stockings, walks confidently alongside the middle man, who is dressed in a dark coat with a white cravat and light breeches. The man on the right, holding a small book or folder, matches their pace. The ornate wrought-iron railings and the intricate plasterwork on the walls and ceiling remain prominent in the background. The red carpeting on the stairs and the elegant candelabras and upholstered chairs at the base of the staircase are still visible, adding to the opulent atmosphere. The men's powdered wigs and formal attire are consistently detailed as they move closer to the camera.",
+          "In the final part of the video, the three men are now closer to the camera, continuing their descent down the grand staircase. The man on the left, with his dark coat, light breeches, and white stockings, leads slightly ahead, while the middle man, in his dark coat with a white cravat and light breeches, follows closely. The man on the right, holding a small book or folder, completes the trio. Their powdered wigs and formal attire remain consistent, and their faces are clearly visible as they approach. The ornate wrought-iron railings and the detailed plasterwork on the walls and ceiling continue to frame the scene, with the red carpeting, candelabras, and upholstered chairs at the base of the staircase providing a rich backdrop. The camera remains focused on the men, capturing their steady and deliberate movement down the stairs."
+        ],
+        "level_3": [
+          "The video opens with a wide shot of an opulent 18th-century grand staircase, featuring intricate wrought-iron railings and elaborate white plasterwork on the walls and ceiling. The red carpeting on the stairs adds a touch of luxury, and elegant candelabras and upholstered chairs with gold trim are visible at the base of the staircase. A single figure in period attire descends the stairs, followed by two more individuals joining from a higher landing, setting the stage for the main action.",
+          "Continuing from the previous scene, the three men dressed in period formal attire begin their descent down the grand staircase together. The man on the left wears a dark coat with light-colored breeches and white stockings, the middle man dons a similar dark coat with a white cravat and light breeches, and the man on the right wears a dark coat and holds a small book or folder. All three have powdered wigs typical of the era. The camera follows their movement, capturing the ornate details of the staircase and the luxurious surroundings.",
+          "As the men continue their descent, the camera maintains a steady follow shot, keeping them centered in the frame. The man on the left, with his dark coat, light breeches, and white stockings, walks confidently alongside the middle man, who is dressed in a dark coat with a white cravat and light breeches. The man on the right, holding a small book or folder, matches their pace. The ornate wrought-iron railings and the intricate plasterwork on the walls and ceiling remain prominent in the background, enhancing the grandeur of the setting.",
+          "The men are now closer to the camera, continuing their descent down the grand staircase. The man on the left leads slightly ahead, while the middle man follows closely, and the man on the right completes the trio. Their powdered wigs and formal attire are consistently detailed, and their faces are clearly visible as they move. The ornate wrought-iron railings and the detailed plasterwork on the walls and ceiling continue to frame the scene, with the red carpeting, candelabras, and upholstered chairs at the base of the staircase providing a rich backdrop.",
+          "In the final moments of the video, the three men are nearing the bottom of the grand staircase. The man on the left, with his dark coat, light breeches, and white stockings, leads the way, followed by the middle man in his dark coat with a white cravat and light breeches. The man on the right, holding a small book or folder, completes the trio. The camera remains focused on the men, capturing their steady and deliberate movement down the stairs, with the luxurious interior elements providing a consistent and opulent setting throughout."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Do all three men maintain the same powdered wig style throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of footwear do the men appear to be wearing?",
+          "options": [
+            "A. Boots",
+            "B. Shoes with buckles",
+            "C. Sandals",
+            "D. Slippers"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man holding the book/folder consistently visible and identifiable as the same person throughout the descent?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What color are the breeches worn by the man on the left?",
+          "options": [
+            "A. Black",
+            "B. White",
+            "C. Brown",
+            "D. Gray"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Do the men's coats remain unaltered in style and color as they descend the staircase?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Do all three men maintain the same facial features and powdered wig style throughout the descent?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:17:27.099074"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the man on the right consistently hold the small book or folder throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:17:27.099122"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are the three men consistently positioned left, middle, and right across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:17:27.099139"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "Which detail helps distinguish the man on the right from the others?",
+          "options": [
+            "A. He wears a cravat",
+            "B. He holds a small book or folder",
+            "C. He has a different colored coat",
+            "D. He walks slower"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:17:27.099145"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are the intricate details of the wrought-iron railings visible throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:17:27.099153"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Do the upholstered chairs at the base of the staircase reappear consistently when not occluded?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:17:27.099166"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0"
+  },
+  {
+    "task_id": "mem_openhumanvid_44d6e3ece41c19334478d27f8e5427e1aab2ccac195026cc492ea47bf6b0cec2",
+    "instance_id": "mem_openhumanvid_44d6e3ece41c19334478d27f8e5427e1aab2ccac195026cc492ea47bf6b0cec2",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_44d6e3ece41c19334478d27f8e5427e1aab2ccac195026cc492ea47bf6b0cec2.mp4",
+      "total_frames": 430,
+      "fps": 23.98,
+      "duration_sec": 17.93,
+      "reference_image_path": "inference_img/mem_openhumanvid_44d6e3ece41c19334478d27f8e5427e1aab2ccac195026cc492ea47bf6b0cec2_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens with a close-up of Captain Jack Sparrow, showcasing his iconic look: long, dreadlocked blonde hair adorned with beads and trinkets, a brown bandana tied around his forehead, a dark eye patch over his right eye, and a mustache and goatee. He wears layered necklaces with various pendants and a tattered brown pirate coat. As the camera slowly pulls back, Jack turns slightly to his right and begins walking towards the ship's wheel on a wooden deck filled with ropes and rigging. The background reveals other pirates in period attire, some holding weapons, while the ship's mast and sails are visible under a cloudy sky."
+        ],
+        "level_2": [
+          "The video begins with a tight close-up of Captain Jack Sparrow, highlighting his distinctive features: long, dreadlocked blonde hair decorated with beads and trinkets, a brown bandana on his forehead, a dark eye patch over his right eye, and a mustache and goatee. He is dressed in a tattered brown pirate coat and layered necklaces. The camera then starts to pull back as Jack turns slightly to his right and begins walking forward on the wooden deck of a ship. Other pirates in period clothing can be seen in the background, some armed, while the ship's mast and rigging are visible.",
+          "Continuing from the previous scene, Captain Jack Sparrow moves further onto the ship's deck, approaching the large wooden steering wheel. His long dreadlocks sway as he walks, and his layered necklaces catch the light. The camera follows him, revealing more of the bustling ship environment, including other pirates actively moving around and handling ropes. The ship's intricate rigging and masts dominate the background, set against a cloudy sky.",
+          "Finally, the camera pans upward and outward, capturing a wider view of the ship's deck. Captain Jack Sparrow is now positioned near the center, surrounded by his crew who are engaged in various activities such as climbing the rigging and preparing for action. The ship's sails are partially unfurled, and the atmosphere is tense, suggesting an impending adventure or battle. The detailed wooden structure of the ship and the dynamic movements of the crew emphasize the high-stakes setting."
+        ],
+        "level_3": [
+          "The video opens with an intense close-up of Captain Jack Sparrow, focusing on his unique appearance: long, dreadlocked blonde hair embellished with beads and trinkets, a brown bandana wrapped around his forehead, a dark eye patch covering his right eye, and a well-groomed mustache and goatee. He is adorned with multiple layered necklaces featuring various pendants and wears a tattered brown pirate coat. The background hints at a ship's deck with blurred figures of other pirates.",
+          "As the camera begins to pull back, Captain Jack Sparrow turns slightly to his right and starts walking forward across the wooden deck. His dreadlocks flow behind him, and his layered necklaces glint in the light. The surrounding area becomes clearer, revealing other pirates in period attire, some holding weapons, and the ship's intricate rigging and masts in the background.",
+          "Captain Jack Sparrow continues his movement toward the ship's large wooden steering wheel, which dominates the foreground. The camera follows him closely, capturing the details of his tattered coat and the way his dreadlocks sway with each step. The bustling activity of the crew around him becomes more apparent, with some pirates climbing the rigging and others preparing for action.",
+          "The camera angle shifts upward, providing a broader view of the ship's deck. Captain Jack Sparrow is now positioned near the center, with his crew actively engaged in various tasks. Some pirates are climbing the masts, while others handle ropes and prepare for an imminent event. The ship's sails are partially unfurled, and the cloudy sky above adds to the dramatic atmosphere.",
+          "The final segment showcases a wide shot of the ship's deck, with Captain Jack Sparrow standing prominently near the steering wheel. The crew is scattered across the deck, each member focused on their role, contributing to the sense of urgency and anticipation. The ship's intricate rigging and masts are fully visible, and the overall scene conveys a high-stakes maritime adventure."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does Captain Jack Sparrow maintain his long, dreadlocked hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the bandana tied around Captain Jack Sparrow's forehead?",
+          "options": [
+            "A. Red",
+            "B. Blue",
+            "C. Brown",
+            "D. Green"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the eye patch visible on Captain Jack Sparrow's right eye in both the close-up and wider shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does Captain Jack Sparrow maintain the same facial features throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:21.348781"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does Jack Sparrow’s tattered coat remain consistent in appearance across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:21.348827"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the dark eye patch over Jack Sparrow’s right eye remain present throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:21.348844"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the camera zoom out from a close-up to a wide view of the ship?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:21.348857"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "How does the camera move in the sequence?",
+          "options": [
+            "A. Only horizontal pan",
+            "B. Zoom out, follow, then upward pan",
+            "C. Rapid cuts",
+            "D. Static shots only"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:21.348863"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Are background elements like the ship's rigging and crew consistently revealed as the camera pulls back?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:21.348870"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_44d6e3ece41c19334478d27f8e5427e1aab2ccac195026cc492ea47bf6b0cec2"
+  },
+  {
+    "task_id": "mem_openhumanvid_45633dd44b52667f482c9693f9160021a4a837b55a4b940563d9aeacec01cf15",
+    "instance_id": "mem_openhumanvid_45633dd44b52667f482c9693f9160021a4a837b55a4b940563d9aeacec01cf15",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_45633dd44b52667f482c9693f9160021a4a837b55a4b940563d9aeacec01cf15.mp4",
+      "total_frames": 377,
+      "fps": 25.0,
+      "duration_sec": 15.08,
+      "reference_image_path": "inference_img/mem_openhumanvid_45633dd44b52667f482c9693f9160021a4a837b55a4b940563d9aeacec01cf15_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In a snowy outdoor setting, three women embrace warmly in front of a building with a staircase and informational posters. The woman on the left has long black hair, wears a black fur hat with snowflakes, and a black and white fur coat over a dark dress. The woman in the middle has short dark hair under a wide-brimmed dark blue hat, a light-colored coat, a grey scarf, and black gloves. The woman on the right has a short dark bob hairstyle, wears a beige trench coat with a belt, and black gloves. Snow gently falls as they hold each other closely, occasionally shifting positions but maintaining their identities and spatial relationships throughout the scene."
+        ],
+        "level_2": [
+          "The video begins with the three women standing close together in a snowy environment. The woman on the left, with long black hair, wears a black fur hat and a striking black and white fur coat. The woman in the middle, sporting short dark hair under a dark blue hat, is dressed in a light coat, grey scarf, and black gloves. The woman on the right, with a short dark bob, wears a beige trench coat and black gloves. They begin to embrace, with the woman on the left leaning into the center and the woman on the right wrapping her arms around both. As they move, their positions shift slightly, but their distinct clothing and features remain clear.",
+          "Continuing from the previous scene, the women maintain their embrace, with the woman on the left now more prominently visible in her black and white fur coat. The woman in the middle, wearing the dark blue hat and grey scarf, adjusts her stance slightly while still being embraced by the other two. The woman on the right, in her beige trench coat, keeps her arms wrapped around the group. The snowy backdrop and the building with stairs remain consistent, providing a stable spatial reference.",
+          "Finally, the women continue their warm embrace, with subtle movements that highlight their individuality despite the closeness. The woman on the left, with her distinctive fur coat, remains a focal point, while the woman in the middle, with her dark blue hat and grey scarf, shifts slightly to accommodate the movement. The woman on the right, in her beige trench coat, maintains her position, ensuring all three remain connected. The gentle snowfall and the background elements provide a serene and continuous setting."
+        ],
+        "level_3": [
+          "The video opens with the three women standing close together in a snowy outdoor setting. The woman on the left, with long black hair, wears a black fur hat and a black and white fur coat. The woman in the middle, with short dark hair under a dark blue hat, is dressed in a light coat, grey scarf, and black gloves. The woman on the right, with a short dark bob, wears a beige trench coat and black gloves. They are positioned in front of a building with a staircase and informational posters, with snow gently falling around them.",
+          "As the scene progresses, the women begin to embrace, with the woman on the left leaning into the center and the woman on the right wrapping her arms around both. The woman in the middle adjusts her stance slightly, accommodating the movement while maintaining her distinct appearance with the dark blue hat and grey scarf. The snowy environment and the building in the background remain consistent, providing a stable spatial context.",
+          "The embrace continues, with the women shifting positions slightly. The woman on the left, in her black and white fur coat, becomes more prominent as she leans further into the group. The woman in the middle, with her dark blue hat and grey scarf, adjusts her posture, while the woman on the right, in her beige trench coat, keeps her arms wrapped around the group. The gentle snowfall and the building with stairs remain visible, enhancing the serene atmosphere.",
+          "The women maintain their close embrace, with subtle movements that highlight their individuality. The woman on the left, with her distinctive fur coat, remains a focal point, while the woman in the middle, with her dark blue hat and grey scarf, shifts slightly to accommodate the movement. The woman on the right, in her beige trench coat, ensures all three remain connected, with the snowy backdrop and the building providing a continuous and stable setting.",
+          "In the final moments, the women continue their warm embrace, with slight adjustments in their positions. The woman on the left, with her black and white fur coat, remains a central figure, while the woman in the middle, with her dark blue hat and grey scarf, shifts slightly. The woman on the right, in her beige trench coat, maintains her position, ensuring the group remains connected. The gentle snowfall and the building with stairs provide a serene and continuous backdrop, concluding the scene with a sense of warmth and connection."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "multiple_choice",
+          "question": "What color is the scarf worn by the woman in the middle?",
+          "options": [
+            "A. Red",
+            "B. Grey",
+            "C. Blue",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "After the embrace, is the woman on the right (in the beige coat) still distinguishable by her short dark bob hairstyle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which woman is wearing a wide-brimmed dark blue hat?",
+          "options": [
+            "A. Woman on the left",
+            "B. Woman in the middle",
+            "C. Woman on the right",
+            "D. None of them"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the black glove visible on the left hand of the woman on the right throughout the entire sequence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Do all three women maintain their distinct identities throughout the embrace?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:58.669440"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the woman on the right consistently wear a beige trench coat?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:58.669486"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "What type of coat does the woman in the middle wear?",
+          "options": [
+            "A. Black and white fur coat",
+            "B. Beige trench coat",
+            "C. Light-colored coat",
+            "D. Dark dress"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:58.669493"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "Which woman adjusts her stance slightly while being embraced?",
+          "options": [
+            "A. The woman on the left",
+            "B. The woman in the middle",
+            "C. The woman on the right",
+            "D. All three"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:58.669508"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the building with the staircase remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:58.669517"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_45633dd44b52667f482c9693f9160021a4a837b55a4b940563d9aeacec01cf15"
+  },
+  {
+    "task_id": "mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5",
+    "instance_id": "mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5.mp4",
+      "total_frames": 449,
+      "fps": 25.0,
+      "duration_sec": 17.96,
+      "reference_image_path": "inference_img/mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In a dimly lit office with wooden paneling and a large map on the wall, two men are present. Man A, wearing a dark blue button-up jacket with visible buttons and sporting short dark hair and a mustache, is initially seated at a desk with a green lamp and papers. Man B, dressed in a brown three-piece suit (jacket, vest, trousers), white shirt, and a striped blue/purple tie, stands beside him. The camera follows as Man A rises from his chair and they both turn to face a window with intricate lattice designs. As they walk toward the window, Man A adjusts his collar while Man B looks out thoughtfully. The background includes a wooden chair, a filing cabinet, and soft lighting from table lamps."
+        ],
+        "level_2": [
+          "The video opens in a formal office setting where Man A, in a dark blue jacket and mustache, is seated at a desk with a green lamp and papers. Man B, in a brown three-piece suit and striped tie, stands nearby. Man A gestures slightly before standing up and turning to face the window. The camera pans to follow their movement as they walk together toward the window, which has decorative lattice panels. Man A adjusts his collar while Man B looks out pensively. The room features wooden paneling, a large map on the wall, and soft lighting from table lamps.",
+          "Continuing from the previous scene, Man A and Man B are now standing side by side near the window. Man A, still in his dark blue jacket, adjusts his collar while looking out the window. Man B, in his brown suit, also gazes outward, appearing contemplative. The camera remains steady, capturing their expressions and the intricate details of the window's lattice design. The background includes a brick column and additional table lamps, maintaining the formal atmosphere of the office.",
+          "Finally, the two men remain by the window, continuing their silent observation. Man A, with his dark blue jacket and mustache, keeps his hand near his collar, occasionally glancing around. Man B, in his brown suit and striped tie, maintains a thoughtful expression, looking out the window. The camera subtly shifts to highlight their profiles against the backdrop of the lattice windows and soft lighting, emphasizing their composed demeanor and the continuity of their interaction."
+        ],
+        "level_3": [
+          "The video begins with Man A, wearing a dark blue button-up jacket and sporting a mustache, seated at a desk in a dimly lit office. A green lamp and papers are on the desk, and a large map hangs on the wall behind him. Man B, dressed in a brown three-piece suit with a striped tie, stands beside him. The camera captures their initial positioning, focusing on the formal setting with wooden paneling and a filing cabinet in the background.",
+          "Man A rises from his chair and turns to face Man B, who remains standing. The camera follows their movement as they begin to walk toward the window. The office environment is detailed with a wooden chair, a green lamp, and soft lighting from table lamps. The transition sets the stage for their shift in focus from the desk to the window.",
+          "As they approach the window, the camera pans to capture their profiles. Man A, in his dark blue jacket, adjusts his collar while looking out the window with a thoughtful expression. Man B, in his brown suit, stands beside him, also gazing outward. The intricate lattice design of the window and the brick column outside become prominent in the frame, adding depth to the scene.",
+          "The camera continues to follow Man A and Man B as they stand by the window. Man A maintains his posture, occasionally adjusting his collar, while Man B looks out pensively. The background includes additional table lamps and the lattice windows, reinforcing the formal and contemplative atmosphere of the office.",
+          "In the final segment, the two men remain by the window, their expressions reflecting a sense of contemplation. Man A, with his dark blue jacket and mustache, keeps his hand near his collar, while Man B, in his brown suit, continues to look out thoughtfully. The camera subtly shifts to emphasize their profiles against the backdrop of the lattice windows and soft lighting, concluding the scene with a sense of quiet reflection."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does Man B's tie maintain the same blue/purple striped pattern throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of suit is Man B wearing?",
+          "options": [
+            "A. Two-piece",
+            "B. Three-piece",
+            "C. Four-piece",
+            "D. No suit"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is there any indication that either man changes his clothing or hairstyle during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does Man A wear the same dark blue button-up jacket throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:32.439464"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "Which accessory does Man B consistently wear across all segments?",
+          "options": [
+            "A. Striped blue/purple tie",
+            "B. Red scarf",
+            "C. Glasses",
+            "D. Hat"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:32.439498"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Are Man A and Man B distinguishable by their clothing and features throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:32.439511"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the office setting include a large map on the wall in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:32.439526"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera follow the characters as they move from the desk to the window?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:32.439539"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What kind of camera motion is used during the transition from desk to window?",
+          "options": [
+            "A. Zoom in",
+            "B. Pan",
+            "C. Vertical tilt",
+            "D. Static shot"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:32.439545"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is the striped blue/purple tie of Man B visible in the reflection when he looks out the window?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Man B is described as wearing a striped blue/purple tie, and he is standing close to the window with his face turned outward. The reflection should capture his full upper body, including the tie, as part of the mirrored image of the scene.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:02.271982"
+          }
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "What should be reflected in the window when the camera captures Man A adjusting his collar?",
+          "options": [
+            "A. The wooden paneling and the filing cabinet",
+            "B. The lattice design of the window itself",
+            "C. The soft lighting from the table lamps",
+            "D. The outdoor scenery beyond the window"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The reflection in the window should mirror the indoor environment behind the characters. The wooden paneling and filing cabinet are part of the office setting and would be visible in the reflection, whereas the lattice design is part of the window frame and may appear in the foreground but not as a reflection. The outdoor scenery is visible directly, not reflected.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:02.271989"
+          }
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Does the reflection show the green lamp on the desk when Man A walks toward the window?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "As Man A moves from the desk toward the window, the desk with the green lamp remains in the room. If the window reflects the interior, the lamp should be visible in the reflection when the camera angle allows it, especially during the transition from Segment 1 to Segment 2.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:02.271996"
+          }
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "If the window reflection appears in Segment 3 and again in Segment 5, does it consistently show Man A adjusting his collar?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "In both Segment 3 and Segment 5, Man A is described as keeping his hand near his collar, suggesting continuous action. The reflection should maintain this detail across time, showing consistency in the depicted behavior over the duration of the scene.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:02.272006"
+          }
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "How should the reflection change between Segment 2 and Segment 4 if the camera follows the men to the window?",
+          "options": [
+            "A. It should remain static with no changes",
+            "B. It should reflect the movement of Man A rising and walking",
+            "C. It should only show the lattice pattern",
+            "D. It should show the outdoor view instead of the interior"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "From Segment 2 to Segment 4, the men move from the desk to the window. The reflection in the window should update dynamically to reflect their movement, showing Man A rising and walking toward the window, maintaining temporal coherence with the real-world motion.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:02.272013"
+          }
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the reflection in the window show Man B's contemplative expression consistently across Segments 3 and 4?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Man B is described as looking out thoughtfully in both Segment 3 and Segment 4. Since his facial expression and posture do not change significantly, the reflection should preserve this consistent state over time.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:02.272020"
+          }
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When the camera returns to a similar position in Segment 5 as in Segment 3, does the reflection show the same content?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Since the camera returns to a comparable viewpoint and the characters’ positions and actions have not changed significantly, the reflection should remain consistent with earlier segments, showing the same spatial relationships and visual details.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:02.272033"
+          }
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "When the camera shifts to highlight the profiles of Man A and Man B against the lattice windows, what should the reflection show?",
+          "options": [
+            "A. Their backs facing the camera",
+            "B. Their faces and upper bodies in profile",
+            "C. The exterior brick column",
+            "D. The green lamp on the desk"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The camera focuses on their profiles, meaning the reflection should show their side-facing views. The reflection must match the actual orientation of the characters as seen from the camera’s new angle, capturing their facial expressions and attire correctly.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:02.272046"
+          }
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Does the reflection in the window show the correct orientation of Man B’s striped tie when the camera angle changes to a side view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt specifies that Man B wears a striped blue/purple tie, and the camera shifts to a side view. The reflection should accurately depict the tie’s position and stripe pattern from that angle, maintaining proper viewpoint alignment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:02.272053"
+          }
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "If the camera moves closer to the window in Segment 4, how should the reflection change?",
+          "options": [
+            "A. It should become clearer and show more detail of the interior",
+            "B. It should show less of the room and more of the outdoor scenery",
+            "C. It should disappear entirely",
+            "D. It should reflect only the lattice design"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Moving closer to the window increases the field of view of the reflection. The reflection should show more detailed elements of the interior, such as the map, desk, and clothing textures, due to improved resolution and proximity.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:02.272059"
+          }
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "When the camera returns to a previous position in Segment 5, is the reflection consistent with its earlier appearance in Segment 3?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Since the camera returns to a similar position and the characters remain in the same pose, the reflection should reproduce the same visual content as before, ensuring viewpoint memory consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:02.272065"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5"
+  },
+  {
+    "task_id": "mem_openhumanvid_8ae37cf1302690f05069bc82d5cc4d8502f32b3ea4fe097764698fe50147f2be",
+    "instance_id": "mem_openhumanvid_8ae37cf1302690f05069bc82d5cc4d8502f32b3ea4fe097764698fe50147f2be",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_8ae37cf1302690f05069bc82d5cc4d8502f32b3ea4fe097764698fe50147f2be.mp4",
+      "total_frames": 451,
+      "fps": 23.98,
+      "duration_sec": 18.81,
+      "reference_image_path": "inference_img/mem_openhumanvid_8ae37cf1302690f05069bc82d5cc4d8502f32b3ea4fe097764698fe50147f2be_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In an industrial setting with large stainless steel tanks and red piping, two men stand facing each other. The man on the left has dark, slightly curly hair, light stubble, and wears a dark olive-green jacket with visible buttons and pockets. The man on the right is bald, wears glasses, has a goatee, and is dressed in a dark blue or black plaid long-sleeve shirt. He holds a long-handled tool with a mesh-like scoop at the end. Throughout the video, the man on the right manipulates the tool, gesturing with it as he speaks, while the man on the left remains stationary, attentively listening. The background features control panels with illuminated buttons and gauges, and the lighting is dim with a focus on the two figures."
+        ],
+        "level_2": [
+          "The video begins with the two men standing in an industrial environment, characterized by large metallic tanks and red structural elements. The man on the left, with dark curly hair and light stubble, wears a dark olive-green jacket and listens intently. The man on the right, bald with a goatee and wearing glasses and a dark plaid shirt, holds a long-handled tool with a mesh scoop. He starts to gesture with the tool, explaining something as he moves it slightly. The camera remains steady, focusing on their interaction against the backdrop of industrial equipment.",
+          "Continuing from the initial scene, the man on the right becomes more animated with his gestures, using the tool to emphasize his points. The man on the left maintains his position, his expression shifting subtly as he processes the information. The background remains consistent, with the stainless steel tanks and control panels providing context to their discussion. The lighting continues to highlight the two figures, keeping the focus on their interaction.",
+          "In the final part of the sequence, the man on the right continues to use the tool, now pointing it towards the tank behind them, possibly indicating a specific feature or process. The man on the left nods slightly, showing understanding or agreement. The camera angle remains fixed, capturing the detailed expressions and movements of both men, with the industrial setting providing a constant, unchanging backdrop."
+        ],
+        "level_3": [
+          "The video opens with the two men positioned in an industrial facility, surrounded by large stainless steel tanks and red piping. The man on the left, sporting dark curly hair and light stubble, is dressed in a dark olive-green jacket. He stands calmly, facing the man on the right, who is bald, wears glasses, and has a goatee, dressed in a dark plaid shirt. The man on the right holds a long-handled tool with a mesh scoop, beginning to gesture with it as he speaks, drawing the attention of the other man.",
+          "As the scene progresses, the man on the right becomes more expressive with his tool, moving it in various directions to illustrate his points. His facial expressions become more animated, suggesting he is explaining something important. The man on the left remains attentive, his posture steady, occasionally nodding in response. The background, with its industrial equipment and control panels, remains unchanged, maintaining the setting's authenticity.",
+          "The interaction continues with the man on the right using the tool to point towards the large tank behind them, possibly highlighting a specific aspect of their work. His gestures are deliberate, and his tone seems to convey urgency or importance. The man on the left listens intently, his expression reflecting engagement and understanding. The camera stays focused on the two, ensuring their interaction remains the central element of the scene.",
+          "Moving into the next phase, the man on the right shifts the tool's position, now holding it closer to his body while continuing his explanation. His gestures are less expansive but remain purposeful. The man on the left maintains his stance, his gaze fixed on the other man, indicating active participation in the conversation. The industrial setting, with its metallic surfaces and red pipes, provides a consistent and immersive backdrop.",
+          "Finally, the man on the right concludes his explanation, holding the tool still as he looks directly at the man on the left. The man on the left nods slightly, signaling comprehension or agreement. The scene ends with both men standing in the same positions, the industrial environment unchanged, emphasizing the continuity and focus of their interaction throughout the video."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by the man on the right?",
+          "options": [
+            "A. Red",
+            "B. Blue",
+            "C. Black",
+            "D. Plaid (blue and black)"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the man on the right's bald head and glasses consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the man on the left change his position or orientation relative to the camera during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the man on the left maintain his dark curly hair and light stubble throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:17.978800"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man on the right continue to wear the same dark plaid long-sleeve shirt throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:17.978849"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Is the tool held by the man on the right always described as having a mesh-like scoop at the end?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:17.978864"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "How does the tool's usage change across segments?",
+          "options": [
+            "A. It disappears in Segment 4",
+            "B. It is modified to have a different head",
+            "C. It is consistently used with gestures and pointing",
+            "D. It is dropped and not picked up again"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:17.978870"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_8ae37cf1302690f05069bc82d5cc4d8502f32b3ea4fe097764698fe50147f2be"
+  },
+  {
+    "task_id": "mem_openhumanvid_648172ff667b555bdbe841c37896d863b957129f8ba0f72df65ef44490d1d632",
+    "instance_id": "mem_openhumanvid_648172ff667b555bdbe841c37896d863b957129f8ba0f72df65ef44490d1d632",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_648172ff667b555bdbe841c37896d863b957129f8ba0f72df65ef44490d1d632.mp4",
+      "total_frames": 462,
+      "fps": 25.0,
+      "duration_sec": 18.48,
+      "reference_image_path": "inference_img/mem_openhumanvid_648172ff667b555bdbe841c37896d863b957129f8ba0f72df65ef44490d1d632_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens with a close-up shot of a woman seated in a dimly lit room, her face softly illuminated by ambient light. She has medium-length dark hair pulled back, revealing her delicate features. She is wearing a light-colored floral short-sleeve dress with a subtle pattern, a thin gold necklace with a small pendant, and a ring on her left ring finger. A beige handbag rests on her lap. Initially, she appears contemplative, looking down at the handbag. She then reaches into the bag and retrieves a smartphone, which she holds in her right hand. The background is blurred, but hints of warm, muted colors suggest a cozy, intimate setting. She brings the phone to her ear and begins a conversation, her expression shifting subtly as she listens and speaks."
+        ],
+        "level_2": [
+          "The video begins with a close-up of a woman seated in a dimly lit room, her face softly illuminated. She has medium-length dark hair pulled back, wearing a light-colored floral short-sleeve dress with a subtle pattern, a thin gold necklace with a small pendant, and a ring on her left ring finger. A beige handbag rests on her lap. She appears contemplative, looking down at the handbag. In the next segment, she reaches into the bag and retrieves a smartphone, holding it in her right hand. The final segment shows her bringing the phone to her ear, beginning a conversation. Her expression changes slightly as she engages in the call, indicating attentiveness and involvement in the conversation."
+        ],
+        "level_3": [
+          "The video opens with a close-up shot of a woman seated in a dimly lit room, her face softly illuminated by ambient light. She has medium-length dark hair pulled back, revealing her delicate features. She is wearing a light-colored floral short-sleeve dress with a subtle pattern, a thin gold necklace with a small pendant, and a ring on her left ring finger. A beige handbag rests on her lap. Initially, she appears contemplative, looking down at the handbag.",
+          "Continuing from the previous scene, the woman reaches into the beige handbag resting on her lap and retrieves a smartphone. She holds the phone in her right hand, examining it briefly before preparing to make a call.",
+          "The woman brings the smartphone to her ear, beginning a conversation. Her expression shifts subtly as she listens and speaks, indicating attentiveness and involvement in the discussion. The background remains blurred, maintaining the intimate atmosphere.",
+          "As the conversation continues, her facial expressions change slightly, reflecting her engagement and emotional response to the dialogue. The lighting remains consistent, highlighting her features and the details of her attire.",
+          "Finally, the woman maintains her focus on the conversation, her posture steady and her expression thoughtful. The beige handbag remains on her lap, and the overall ambiance of the room stays warm and subdued, emphasizing the personal nature of the interaction."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman pick up a phone from off-screen to make a call?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the phone the woman uses for the call?",
+          "options": [
+            "A. Silver",
+            "B. Gold",
+            "C. Rose Gold",
+            "D. Black"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the phone visible in the woman's hand throughout the entire call?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which accessory remains consistently visible on the woman's left hand during the call?",
+          "options": [
+            "A. Ring",
+            "B. Bracelet",
+            "C. Watch",
+            "D. Necklace"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman’s floral dress remain visible throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:21:09.859680"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Is the beige handbag present on the woman’s lap in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:21:09.859738"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "What happens to the handbag when the woman reaches into it?",
+          "options": [
+            "A. It disappears from view",
+            "B. It remains on her lap",
+            "C. It changes color",
+            "D. It transforms into another object"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:21:09.859745"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the handbag reappear in its original form after being partially occluded?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:21:09.859754"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the background remain consistent across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:21:09.859768"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_648172ff667b555bdbe841c37896d863b957129f8ba0f72df65ef44490d1d632"
+  },
+  {
+    "task_id": "mem_openhumanvid_e49eaf7fb50ac654a3b5f1f1ec97b36bce3174aa741015475573ce357ca8bb5d",
+    "instance_id": "mem_openhumanvid_e49eaf7fb50ac654a3b5f1f1ec97b36bce3174aa741015475573ce357ca8bb5d",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_e49eaf7fb50ac654a3b5f1f1ec97b36bce3174aa741015475573ce357ca8bb5d.mp4",
+      "total_frames": 386,
+      "fps": 25.0,
+      "duration_sec": 15.44,
+      "reference_image_path": "inference_img/mem_openhumanvid_e49eaf7fb50ac654a3b5f1f1ec97b36bce3174aa741015475573ce357ca8bb5d_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens with a close-up shot of a man in a green pinstripe suit jacket and white shirt, seated on a striped armchair. He has short black hair and wears a silver wristwatch on his left wrist. In his right hand, he holds a silver-colored handgun, which he manipulates while looking down at it. A woman with curly dark hair, wearing a sleeveless pink top, leans closely against him, her head resting near his shoulder as she appears to whisper or speak softly to him. The background features a light-colored wall and the armchair's vertical striped pattern. The camera remains steady, focusing on the interaction between the two individuals and the man's handling of the gun."
+        ],
+        "level_2": [
+          "The video begins with the man in the green pinstripe suit seated on a striped armchair, holding a silver-colored handgun in his right hand. His short black hair and silver wristwatch are clearly visible. The woman in the pink sleeveless top leans into him, her head near his shoulder as if speaking to him. The man looks down at the gun, manipulating it slightly while maintaining a calm expression. The background remains consistent with a light-colored wall and the armchair's vertical stripes. The camera stays focused on the pair, capturing their subtle movements and the tension in the scene.",
+          "Continuing from the previous scene, the man in the green suit continues to hold the handgun, now raising it slightly as if preparing to use it. His gaze shifts from the gun to the woman beside him, who remains close, her head still near his shoulder. The man's expression becomes more serious, and he seems to be communicating with the woman, possibly giving instructions. The camera angle remains steady, emphasizing the interaction between the two and the growing intensity of the situation.",
+          "Finally, the man in the green suit maintains his grip on the handgun, now pointing it slightly forward. The woman in the pink top continues to lean against him, her proximity suggesting a deep connection or dependency. The man's expression is firm, and he appears to be speaking to the woman, who listens intently. The background remains unchanged, with the striped armchair and light-colored wall providing a stable setting. The camera remains focused on the pair, highlighting the final moments of their interaction."
+        ],
+        "level_3": [
+          "The video opens with a close-up of a man in a green pinstripe suit jacket and white shirt, seated on a striped armchair. He has short black hair and wears a silver wristwatch on his left wrist. In his right hand, he holds a silver-colored handgun, which he examines closely. A woman with curly dark hair, wearing a sleeveless pink top, leans against him, her head near his shoulder as if whispering to him. The background features a light-colored wall and the armchair's vertical stripes. The camera remains steady, focusing on the man's hands and the woman's proximity.",
+          "As the scene progresses, the man in the green suit continues to manipulate the handgun in his right hand, his fingers adjusting its position. His gaze remains fixed on the weapon, and his expression is calm but focused. The woman beside him remains close, her head still near his shoulder, suggesting an intimate or tense moment. The camera angle stays consistent, capturing the subtle movements of the man's hands and the woman's slight shifts in posture.",
+          "The man in the green suit raises the handgun slightly, his right hand gripping it firmly. His eyes shift from the gun to the woman beside him, who continues to lean against him. The man's expression becomes more serious, and he appears to be speaking to the woman, possibly giving instructions. The woman listens intently, her head still near his shoulder. The background remains unchanged, with the striped armchair and light-colored wall providing a stable setting.",
+          "The man in the green suit maintains his grip on the handgun, now pointing it slightly forward. His expression is firm, and he continues to communicate with the woman beside him, who remains close, her head near his shoulder. The woman listens attentively, her body language suggesting a deep connection or dependency. The camera remains focused on the pair, emphasizing the intensity of the moment.",
+          "In the final moments of the video, the man in the green suit keeps the handgun pointed slightly forward, his right hand steady. The woman in the pink top continues to lean against him, her head near his shoulder, indicating a sense of trust or reliance. The man's expression remains serious, and he appears to be speaking to the woman, who listens intently. The background remains consistent, with the striped armchair and light-colored wall providing a stable setting. The camera stays focused on the pair, capturing the culmination of their interaction."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man continue to hold the same silver-colored handgun throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the man's left wristwatch visible in all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "How does the man manipulate the handgun?",
+          "options": [
+            "A. He rotates it in his hand",
+            "B. He points it upwards",
+            "C. He adjusts the grip and aims it",
+            "D. He hides it under his jacket"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the man's facial expression change from neutral to serious while handling the gun?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man maintain the same short black hair throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:21:05.625783"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Is the handgun consistently described as silver-colored across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:21:05.625830"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Is the silver wristwatch mentioned in both Level 1 and Level 3 prompts?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:21:05.625845"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the background remain consistent across all five segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:21:05.625860"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_e49eaf7fb50ac654a3b5f1f1ec97b36bce3174aa741015475573ce357ca8bb5d"
+  },
+  {
+    "task_id": "mem_openhumanvid_e4d23edb0f34bdd2c5f7282819eec3d83ff0a11016abed20074b8dfdd892b67e",
+    "instance_id": "mem_openhumanvid_e4d23edb0f34bdd2c5f7282819eec3d83ff0a11016abed20074b8dfdd892b67e",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_e4d23edb0f34bdd2c5f7282819eec3d83ff0a11016abed20074b8dfdd892b67e.mp4",
+      "total_frames": 396,
+      "fps": 25.0,
+      "duration_sec": 15.84,
+      "reference_image_path": "inference_img/mem_openhumanvid_e4d23edb0f34bdd2c5f7282819eec3d83ff0a11016abed20074b8dfdd892b67e_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video depicts two men dressed in traditional attire standing near an old stone well in a courtyard with red walls adorned with intricate gray and gold patterns. Both men have long dark hair tied back. They wear matching blue long-sleeved shirts, dark gray vests, black loose-fitting pants, and black flat shoes. One man wears white cloth gloves on his left hand, while the other holds a small bundle of sticks or twigs. The scene begins with them facing each other, seemingly engaged in conversation. The man holding the bundle gestures slightly as they talk. Eventually, the man without gloves exits the frame to the right, leaving the other man alone. He then sits down on the edge of the well, looking contemplative."
+        ],
+        "level_2": [
+          "The video opens with two men in traditional attire standing near a stone well in a courtyard with red walls featuring ornate gray and gold designs. Both men have long dark hair tied back and are dressed in blue long-sleeved shirts, gray vests, black pants, and black flat shoes. One man wears white gloves on his left hand, while the other holds a small bundle of sticks. They face each other, appearing to converse, with the man holding the bundle gesturing subtly. As the interaction continues, the man without gloves turns and walks out of the frame to the right. The remaining man stands for a moment, then moves to sit on the edge of the well, looking down thoughtfully.",
+          "Continuing from the previous scene, the man who was left alone by the well now sits down on its edge. He is still wearing his blue shirt, gray vest, black pants, and black shoes, with the white glove visible on his left hand. His posture suggests he is reflecting or waiting. The background remains consistent, with the red wall and decorative patterns clearly visible. The camera remains steady, focusing on the man as he settles into a seated position.",
+          "Finally, the man remains seated on the edge of the well, looking down at the ground. His posture is relaxed but thoughtful, with his hands resting on his lap. The white glove on his left hand is still prominent. The surrounding environment, including the stone well and the red wall with intricate designs, remains unchanged. The lighting is natural, suggesting it is daytime, and the overall atmosphere is calm and reflective."
+        ],
+        "level_3": [
+          "The video begins with two men in traditional attire standing near a stone well in a courtyard. The man on the left wears white gloves on his left hand and holds a small bundle of sticks, while the man on the right has no gloves and appears to be listening. Both are dressed in blue shirts, gray vests, black pants, and black shoes. They face each other, seemingly engaged in a quiet conversation. The background features a red wall with ornate gray and gold patterns, and the well is made of weathered stone.",
+          "As the conversation continues, the man without gloves gestures slightly with his free hand while speaking. The man holding the bundle listens attentively, nodding occasionally. The setting remains the same, with the stone well and red wall providing a static backdrop. The camera remains focused on the two men, capturing their subtle movements and expressions.",
+          "The man without gloves then turns and walks out of the frame to the right, leaving the other man alone by the well. The man who remains looks down briefly, then begins to move toward the well's edge. The camera follows his movement slightly, maintaining focus on him as he approaches the well.",
+          "The man sits down on the edge of the well, his posture relaxed but contemplative. He looks down at the ground, his hands resting on his lap. The white glove on his left hand is still visible, and his blue shirt and gray vest remain unchanged. The background, including the red wall and decorative patterns, stays consistent throughout.",
+          "Finally, the man remains seated on the edge of the well, looking down thoughtfully. His body language suggests he is reflecting or waiting. The camera remains steady, capturing the serene and contemplative mood of the scene. The stone well and red wall with intricate designs continue to frame the shot, emphasizing the peaceful atmosphere."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "After the man with the bundle of sticks exits the frame, does the remaining man retain his white glove on his left hand?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the shirts worn by both men?",
+          "options": [
+            "A. Red",
+            "B. Blue",
+            "C. Gray",
+            "D. Black"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the man who sits down on the well's edge still have the same hairstyle as before?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the main accessory visible on one of the men?",
+          "options": [
+            "A. A hat",
+            "B. A watch",
+            "C. White gloves",
+            "D. A necklace"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the bundle of sticks or twigs still visible in the hands of the man who exited the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the man who remains by the well after the other leaves have white gloves on his left hand?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:25.649630"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which man is described as holding a bundle of sticks?",
+          "options": [
+            "A. The man with gloves",
+            "B. The man without gloves",
+            "C. Both men",
+            "D. Neither man"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:25.649664"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the man sitting on the well still wear his blue shirt and gray vest?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:25.649677"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What color are the pants worn by both men?",
+          "options": [
+            "A. Gray",
+            "B. Black",
+            "C. Blue",
+            "D. Brown"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:25.649684"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is the bundle of sticks still held by the man after he exits the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:25.649693"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which accessory is retained by the man who stays at the well?",
+          "options": [
+            "A. Bundle of sticks",
+            "B. White glove",
+            "C. Both",
+            "D. Neither"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:25.649700"
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Does the red wall with ornate patterns remain visible in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:25.649707"
+        },
+        {
+          "question_id": "13",
+          "type": "multiple_choice",
+          "question": "What is the primary material of the well?",
+          "options": [
+            "A. Wood",
+            "B. Metal",
+            "C. Weathered stone",
+            "D. Brick"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:25.649725"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_e4d23edb0f34bdd2c5f7282819eec3d83ff0a11016abed20074b8dfdd892b67e"
+  },
+  {
+    "task_id": "mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2",
+    "instance_id": "mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2.mp4",
+      "total_frames": 365,
+      "fps": 24.0,
+      "duration_sec": 15.21,
+      "reference_image_path": "inference_img/mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens in a bright, modern hallway with white walls and large arched doorways. A group of elegantly dressed individuals is walking towards the camera. In the foreground, a woman in an orange and black vertically striped off-shoulder jumpsuit, paired with black high-heeled sandals and large hoop earrings, turns her back to the camera as she walks. She then stops, turns around to face a man in a pink suit, and they shake hands. Another woman in a leopard print top and white pants stands nearby, observing the interaction. As the scene progresses, more people join the group, including a woman in a black lace dress holding a white folder and a man in a purple outfit. The background features tall black vases and a well-lit interior space with shelves displaying various items."
+        ],
+        "level_2": [
+          "The video begins with a group of people walking down a bright, modern hallway. The focus is on a woman wearing an orange and black vertically striped off-shoulder jumpsuit, black high-heeled sandals, and large hoop earrings. She initially walks away from the camera, then turns around to greet a man in a pink suit. They shake hands as another woman in a leopard print top and white pants stands beside them. The camera follows their movement as they stop and engage in conversation. In the background, other individuals begin to appear, including a woman in a black lace dress holding a white folder and a man in a purple outfit.",
+          "Continuing from the previous scene, the group remains in the same bright hallway. The woman in the orange and black striped jumpsuit continues to interact with the man in the pink suit, gesturing with her hand as they converse. The woman in the leopard print top and white pants remains by their side, observing the exchange. The camera angle shifts slightly to include more of the background, where additional people are entering the scene, including a woman in a black lace dress and a man in a purple outfit. The atmosphere is formal and elegant, with the group appearing to be engaged in a significant discussion.",
+          "Finally, the scene concludes with the group still gathered in the hallway. The woman in the orange and black striped jumpsuit is now facing the camera directly, continuing her conversation with the man in the pink suit. The woman in the leopard print top and white pants stands close by, while the woman in the black lace dress and the man in the purple outfit are positioned further back, observing the interaction. The camera remains steady, capturing the formal and composed demeanor of all individuals. The background remains consistent, with tall black vases and a well-lit interior space visible throughout."
+        ],
+        "level_3": [
+          "The video opens with a group of elegantly dressed individuals walking down a bright, modern hallway. The camera focuses on a woman wearing an orange and black vertically striped off-shoulder jumpsuit, black high-heeled sandals, and large hoop earrings. She walks away from the camera, then turns around to greet a man in a pink suit. The hallway is adorned with tall black vases and features a well-lit interior space with shelves displaying various items in the background.",
+          "As the scene progresses, the woman in the orange and black striped jumpsuit shakes hands with the man in the pink suit. Another woman, dressed in a leopard print top and white pants, stands beside them, observing the interaction. The camera follows their movement, capturing the formal and composed demeanor of the group. In the background, other individuals begin to appear, including a woman in a black lace dress holding a white folder.",
+          "The group continues to gather in the hallway, with the woman in the orange and black striped jumpsuit engaging in conversation with the man in the pink suit. The woman in the leopard print top and white pants remains by their side, while the woman in the black lace dress and the man in the purple outfit are now more prominently visible in the background. The camera angle shifts slightly to include these new arrivals, maintaining the formal and elegant atmosphere of the scene.",
+          "The interaction between the woman in the orange and black striped jumpsuit and the man in the pink suit continues, with the woman gesturing as they converse. The woman in the leopard print top and white pants stands close by, while the woman in the black lace dress and the man in the purple outfit observe the exchange. The background remains consistent, with the tall black vases and well-lit interior space providing a sophisticated setting.",
+          "The scene concludes with the group still gathered in the hallway. The woman in the orange and black striped jumpsuit faces the camera directly, continuing her conversation with the man in the pink suit. The woman in the leopard print top and white pants stands close by, while the woman in the black lace dress and the man in the purple outfit are positioned further back, observing the interaction. The camera remains steady, capturing the formal and composed demeanor of all individuals, with the background elements remaining consistent throughout."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman in the orange and black striped outfit maintain the same hairstyle (long dark hair tied back) before and after turning around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the jumpsuit worn by the main person in the video?",
+          "options": [
+            "A. Orange",
+            "B. Black",
+            "C. White",
+            "D. Pink"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the large hoop earrings visible on the woman's ears both before and after she turns around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of footwear is the woman wearing in the video?",
+          "options": [
+            "A. Sandals",
+            "B. High heels",
+            "C. Sneakers",
+            "D. Flats"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the pattern on the woman's jumpsuit (orange and black stripes) remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the woman in the orange and black striped jumpsuit maintain her identity when she turns to face the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:49.412706"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the challenge in maintaining the woman's identity across segments?",
+          "options": [
+            "A. Her clothing changes color",
+            "B. She disappears and reappears",
+            "C. Her orientation changes significantly",
+            "D. She is replaced by another person"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:49.412751"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the woman in the striped jumpsuit wear the same outfit throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:49.412763"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What aspect of the woman’s attire must remain unchanged for consistency?",
+          "options": [
+            "A. Hair color",
+            "B. Striped pattern and accessories",
+            "C. Shoe brand",
+            "D. Makeup style"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:49.412770"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are the individuals in the group distinguishable by their clothing and positioning?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:49.412786"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which individual is consistently observed standing beside the main pair?",
+          "options": [
+            "A. Woman in black lace dress",
+            "B. Man in purple outfit",
+            "C. Woman in leopard print top",
+            "D. Woman in striped jumpsuit"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:49.412794"
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Do the tall black vases appear in every segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:49.412802"
+        },
+        {
+          "question_id": "13",
+          "type": "multiple_choice",
+          "question": "Which background element must persist across all segments to ensure consistency?",
+          "options": [
+            "A. A moving light source",
+            "B. Tall black vases",
+            "C. Changing wall colors",
+            "D. Animated shelves"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:24:49.412808"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2"
+  },
+  {
+    "task_id": "mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53",
+    "instance_id": "mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53.mp4",
+      "total_frames": 894,
+      "fps": 50.0,
+      "duration_sec": 17.88,
+      "reference_image_path": "inference_img/mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In a well-lit indoor setting, an adult male wearing a brown t-shirt and glasses stands observing two children in matching yellow polo shirts. The boy gestures animatedly towards a poster on the wall, engaging in a conversation with the girl beside him. The adult remains attentive, occasionally nodding, while the children appear to be explaining or discussing the content of the poster. The background features a potted plant and hanging bags, adding to the casual, educational atmosphere."
+        ],
+        "level_2": [
+          "The scene opens with the adult male standing to the left, hands clasped, as he looks down at the two children. The boy, positioned in the center, begins to speak and gesture towards the poster, drawing the girl's attention. The girl, on the right, listens intently, her expression focused. The adult maintains his posture, observing the interaction between the children.",
+          "As the boy continues to explain, pointing at specific parts of the poster, the girl turns her head slightly to follow his gestures. The adult shifts his gaze between the children and the poster, showing interest in their discussion. The environment remains consistent, with the posters and decorations providing context to their interaction.",
+          "The boy becomes more animated, using both hands to emphasize his points, while the girl nods subtly, indicating understanding. The adult leans slightly forward, appearing more engaged. The camera remains steady, capturing the dynamic exchange between the three individuals."
+        ],
+        "level_3": [
+          "The video begins with the adult male standing on the left, wearing a brown t-shirt and glasses, hands clasped. To his right are two children in yellow polo shirts. The boy starts speaking and gesturing towards a poster on the wall, while the girl stands beside him, listening attentively. The background includes a potted plant and hanging bags, suggesting a casual, educational setting.",
+          "The boy continues to point at the poster, explaining something to the girl. The girl turns her head to look at the poster as well, her expression showing curiosity. The adult male watches them, occasionally nodding, maintaining a calm and observant demeanor. The lighting is consistent, highlighting the details of their clothing and the poster.",
+          "The boy becomes more expressive, using hand gestures to emphasize his points. The girl listens closely, her head slightly tilted, indicating engagement. The adult male shifts his weight slightly, leaning forward to get a better view of the poster. The camera angle remains fixed, focusing on the interaction between the three.",
+          "The boy continues to gesture towards different parts of the poster, explaining its content to the girl. The girl nods and looks at the poster, absorbing the information. The adult male remains attentive, his gaze alternating between the children and the poster. The background elements, including the plant and bags, remain unchanged.",
+          "The boy concludes his explanation, still pointing at the poster, while the girl looks thoughtful, possibly processing what she has learned. The adult male smiles faintly, showing approval or amusement. The scene ends with the three individuals still engaged in their discussion, the poster serving as the focal point of their interaction."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the adult male's hair color remain consistent?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the adult male consistently wearing glasses?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the adult male's t-shirt color remain unchanged?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the watch on the adult male's left wrist consistently visible?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the adult male maintain a similar posture throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "openhumanvid_full_regen",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53"
+  },
+  {
+    "task_id": "mem_openhumanvid_be4fb95cc857fd79d91412b4ec979e8e80042522930bd26b6cb3adccdff3b38f",
+    "instance_id": "mem_openhumanvid_be4fb95cc857fd79d91412b4ec979e8e80042522930bd26b6cb3adccdff3b38f",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_be4fb95cc857fd79d91412b4ec979e8e80042522930bd26b6cb3adccdff3b38f.mp4",
+      "total_frames": 392,
+      "fps": 25.0,
+      "duration_sec": 15.68,
+      "reference_image_path": "inference_img/mem_openhumanvid_be4fb95cc857fd79d91412b4ec979e8e80042522930bd26b6cb3adccdff3b38f_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "Two individuals dressed in flowing white attire stand on a small wooden raft floating serenely on a calm river. The backdrop features lush green trees and towering rocky cliffs, creating a tranquil and picturesque scene. The camera slowly zooms out, revealing more of the expansive natural environment, before transitioning to a close-up shot of one person's foot stepping onto the raft, surrounded by scattered petals."
+        ],
+        "level_2": [
+          "The scene opens with two figures in white garments standing still on a narrow wooden raft in the middle of a still river. The surrounding landscape is rich with dense green foliage and rugged cliffs rising majestically in the background. The water reflects the serene environment, enhancing the peaceful atmosphere. As the camera gradually pulls back, the vastness of the natural setting becomes more apparent.",
+          "The two individuals remain motionless on the raft, their white clothing contrasting with the dark water and vibrant greenery. The camera continues its slow retreat, emphasizing the isolation and harmony of the scene. The reflection of the cliffs and trees in the water adds depth and symmetry to the composition.",
+          "The perspective shifts dramatically as the camera moves closer to the raft, focusing on the details of the environment. The final frame captures a close-up of one individual's foot, clad in a soft, gray boot, gently stepping onto the raft amidst a scattering of delicate petals."
+        ],
+        "level_3": [
+          "The video begins with a wide shot of two people in white robes standing on a small wooden raft centered in a calm river. The river is flanked by dense green trees and backed by imposing rocky cliffs. The water is so still that it mirrors the surrounding scenery perfectly, creating a sense of tranquility and timelessness.",
+          "As the camera slowly zooms out, the full scope of the natural setting is revealed. The lush greenery and towering cliffs dominate the background, while the raft remains the focal point in the center of the frame. The stillness of the water enhances the reflective quality, doubling the beauty of the landscape.",
+          "The camera continues its gradual retreat, further emphasizing the vastness of the environment. The two figures on the raft remain unchanged, their white attire standing out against the darker tones of the water and the greenery. The reflection in the water becomes more prominent, adding a layer of visual complexity.",
+          "The scene transitions smoothly as the camera moves closer to the raft, shifting focus from the broader landscape to the details of the immediate surroundings. The water's surface is now visible, showing subtle ripples and the gentle movement of the raft.",
+          "In the final segment, the camera focuses tightly on one individual's foot, clad in a soft gray boot, as it steps onto the raft. The ground is covered with scattered petals, adding a delicate and ethereal touch to the scene. The close-up shot highlights the texture of the boot and the softness of the petals, concluding the video with a sense of intimacy and detail."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Do the two individuals maintain their positions on the raft across different frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is there any noticeable change in the clothing of the individuals between the initial and subsequent frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Do the individuals appear to be the same people throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Are there any changes in the posture or stance of the individuals that suggest a different person?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Do the visual features of the individuals, such as clothing and position, remain consistent when transitioning from wide shots to close-ups?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "openhumanvid_full_regen",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_be4fb95cc857fd79d91412b4ec979e8e80042522930bd26b6cb3adccdff3b38f"
+  },
+  {
+    "task_id": "mem_openhumanvid_d5e1d57e200d8bffefcba4adcc12e630e32e76d77bcca75e6df4b07bec375183",
+    "instance_id": "mem_openhumanvid_d5e1d57e200d8bffefcba4adcc12e630e32e76d77bcca75e6df4b07bec375183",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_d5e1d57e200d8bffefcba4adcc12e630e32e76d77bcca75e6df4b07bec375183.mp4",
+      "total_frames": 433,
+      "fps": 25.0,
+      "duration_sec": 17.32,
+      "reference_image_path": "inference_img/mem_openhumanvid_d5e1d57e200d8bffefcba4adcc12e630e32e76d77bcca75e6df4b07bec375183_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video opens with a close-up of a man's hands as he handles a legal document titled 'AGREEMENT BETWEEN BRISTOL & AVON CONSTABULARY AND CHRISTIAN TAYLOR.' The document is marked 'RESTRICTED' and contains detailed text about an agreement involving cooperation in police investigations. The man, wearing a gray long-sleeved sweatshirt under a blue sleeveless vest, uses a black pen to point at specific sections of the document. As the camera slowly pulls back, his face comes into view; he is wearing a black durag with strings hanging down, has a beard and mustache, and maintains a serious expression while looking directly at the camera. The setting appears to be a sterile, institutional room with light-colored walls, a window, and some posters or notices on the wall in the background."
+        ],
+        "level_2": [
+          "The video begins with a close-up shot of a man's hands holding and pointing to a legal document labeled 'AGREEMENT BETWEEN BRISTOL & AVON CONSTABULARY AND CHRISTIAN TAYLOR.' The document is filled with dense text and marked 'RESTRICTED.' The man, dressed in a gray long-sleeved sweatshirt and a blue sleeveless vest, uses a black pen to highlight specific parts of the agreement. The camera then starts to pull back, revealing more of the man's upper body and eventually his face. He is wearing a black durag with strings hanging down, has a neatly trimmed beard and mustache, and looks directly at the camera with a serious and contemplative expression.",
+          "As the camera continues to pull back, the man's full upper body becomes visible. He is seated in what appears to be an institutional setting, possibly a police station or interrogation room, with light-colored walls, a window, and some posters or notices on the wall in the background. His attire remains consistent: a gray long-sleeved sweatshirt under a blue sleeveless vest, and a black durag with strings hanging down. He holds the black pen in his right hand, resting it on the document, and maintains a focused gaze towards the camera.",
+          "The final segment shows the man from the chest up, with the camera now fully revealing his face. He wears a black durag with strings hanging down, a gray long-sleeved sweatshirt, and a blue sleeveless vest. His facial features, including his beard and mustache, are clearly visible. He looks directly at the camera with a serious expression, occasionally glancing down at the document in front of him. The background remains consistent, showing the institutional setting with light-colored walls, a window, and some posters or notices on the wall."
+        ],
+        "level_3": [
+          "The video opens with a close-up shot of a man's hands as he holds and points to a legal document titled 'AGREEMENT BETWEEN BRISTOL & AVON CONSTABULARY AND CHRISTIAN TAYLOR.' The document is marked 'RESTRICTED' and contains detailed text about an agreement involving cooperation in police investigations. The man, wearing a gray long-sleeved sweatshirt under a blue sleeveless vest, uses a black pen to highlight specific sections of the agreement. The camera is initially focused on the document and his hands, capturing the texture of the paper and the details of the text.",
+          "As the camera begins to pull back, more of the man's upper body becomes visible. He is seated at a table, and his attire is revealed: a gray long-sleeved sweatshirt under a blue sleeveless vest, and a black durag with strings hanging down. His hands continue to hold the document and the black pen, and he appears to be carefully examining the text. The background starts to come into view, showing a light-colored wall with a window and some posters or notices on the wall.",
+          "The camera continues to pull back, revealing the man's full upper body and part of his face. He is seated in what appears to be an institutional setting, possibly a police station or interrogation room, with light-colored walls, a window, and some posters or notices on the wall in the background. His attire remains consistent: a gray long-sleeved sweatshirt under a blue sleeveless vest, and a black durag with strings hanging down. He holds the black pen in his right hand, resting it on the document, and maintains a focused gaze towards the camera.",
+          "The camera now focuses on the man's face as it pulls back further. He is wearing a black durag with strings hanging down, a gray long-sleeved sweatshirt, and a blue sleeveless vest. His facial features, including his beard and mustache, are clearly visible. He looks directly at the camera with a serious expression, occasionally glancing down at the document in front of him. The background remains consistent, showing the institutional setting with light-colored walls, a window, and some posters or notices on the wall.",
+          "In the final segment, the man maintains his serious expression, looking directly at the camera. His attire and accessories remain unchanged: a black durag with strings hanging down, a gray long-sleeved sweatshirt, and a blue sleeveless vest. The camera angle provides a clear view of his face and upper body, with the institutional setting in the background remaining consistent. The lighting is soft, highlighting his facial features and the details of his clothing."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man wearing the black durag have the same facial hair (beard and mustache) visible in both the close-up of the document and the full-face shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the vest worn by the main person in the video?",
+          "options": [
+            "A. Gray",
+            "B. Blue",
+            "C. Black",
+            "D. Red"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man holding the same black pen in his right hand throughout the sequence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of headwear does the man wear in the video?",
+          "options": [
+            "A. Baseball cap",
+            "B. Bandana",
+            "C. Durag",
+            "D. Hat"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's clothing (gray sweatshirt under a blue vest) remain unchanged from the moment he is partially shown to when the full-face shot is revealed?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the man’s facial identity remain consistent as the camera pulls back?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:59.658350"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the man’s facial features across all segments?",
+          "options": [
+            "A. Beard and mustache are present throughout",
+            "B. Facial hair changes from segment 1 to 5",
+            "C. He wears glasses in later segments",
+            "D. His beard is trimmed differently in each segment"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:59.658386"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the man’s clothing change between segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:59.658398"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What is the correct combination of clothing items worn by the man?",
+          "options": [
+            "A. Gray shirt and red vest",
+            "B. Blue shirt and gray vest",
+            "C. Gray long-sleeved sweatshirt under a blue sleeveless vest",
+            "D. Black shirt and blue jacket"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:59.658406"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is the black pen visible in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:59.658414"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "What accessory is consistently described on the man’s head?",
+          "options": [
+            "A. Hat",
+            "B. Bandana",
+            "C. Black durag with strings hanging down",
+            "D. Cap"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:59.658421"
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Does the camera perform a continuous zoom-out from close-up to wide shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:59.658429"
+        },
+        {
+          "question_id": "13",
+          "type": "multiple_choice",
+          "question": "How does the camera movement affect the visibility of the man’s face?",
+          "options": [
+            "A. The face is revealed gradually as the camera pulls back",
+            "B. The face appears suddenly in the final segment",
+            "C. The face is hidden throughout",
+            "D. The camera pans left to reveal the face"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:59.658435"
+        },
+        {
+          "question_id": "14",
+          "type": "binary",
+          "question": "Are background elements like the window and posters revealed consistently as the camera pulls back?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:59.658442"
+        },
+        {
+          "question_id": "15",
+          "type": "multiple_choice",
+          "question": "What happens to the background as the camera pulls back?",
+          "options": [
+            "A. It becomes blurry",
+            "B. It remains hidden",
+            "C. It is revealed gradually and consistently",
+            "D. It changes color"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:59.658449"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_d5e1d57e200d8bffefcba4adcc12e630e32e76d77bcca75e6df4b07bec375183"
+  },
+  {
+    "task_id": "mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067",
+    "instance_id": "mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067.mp4",
+      "total_frames": 410,
+      "fps": 23.98,
+      "duration_sec": 17.1,
+      "reference_image_path": "inference_img/mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A man with blonde hair, wearing sunglasses, a yellow Hawaiian shirt over a white 'CHAMPION' t-shirt, blue jeans, and a brown tool belt, walks confidently across a sloped roof. The camera follows him from a high angle, gradually zooming in as he moves towards the edge of the roof near a large, tilted antenna structure. Surrounded by lush green trees and bushes, the bright sunlight casts sharp shadows, highlighting his casual yet purposeful demeanor. As he reaches the antenna, he pauses briefly before removing his shirt, revealing a toned torso."
+        ],
+        "level_2": [
+          "The man begins walking across the roof, moving steadily toward the camera. The roof is covered in light gray shingles, and the background is filled with dense green foliage. The camera maintains a high-angle shot, slowly panning to keep him centered as he approaches the large, metallic antenna structure on the right side of the frame. His attire remains consistent, with the yellow Hawaiian shirt slightly open, revealing the white t-shirt underneath.",
+          "As the man continues walking, the camera zooms in closer, focusing more on his upper body and facial features. He appears relaxed but determined, occasionally glancing around. The antenna structure becomes more prominent in the frame, and the background reveals a distant view of a hazy cityscape or valley. His movements are smooth and deliberate, suggesting familiarity with the environment.",
+          "The man reaches the base of the antenna and stops momentarily, placing one hand on his hip. He adjusts his sunglasses and runs his other hand through his blonde hair. The camera captures this moment in a medium close-up, emphasizing his confident posture and the details of his clothing, including the tool belt around his waist. The surrounding greenery and distant landscape remain visible in the background."
+        ],
+        "level_3": [
+          "The man starts walking across the roof, moving from the left side of the frame toward the center. The camera follows him from a high angle, capturing the texture of the shingles beneath his feet and the dense green foliage in the background. His yellow Hawaiian shirt flutters slightly as he walks, and his sunglasses reflect the bright sunlight. The antenna structure is visible on the right, beginning to come into focus as he approaches it.",
+          "As the man continues his walk, the camera begins to zoom in, transitioning from a wide shot to a medium shot. His facial expression remains neutral, and he occasionally looks around, taking in his surroundings. The details of his clothing become clearer, including the floral patterns on his shirt and the 'CHAMPION' logo on his t-shirt. The antenna structure grows larger in the frame, indicating his proximity to it.",
+          "The man reaches the base of the antenna and comes to a stop. The camera is now in a medium close-up, capturing his upper body and face in detail. He places one hand on his hip and adjusts his sunglasses with the other. The background shows a mix of greenery and a distant, hazy landscape, possibly a city or valley. His posture is relaxed yet assertive, and he seems to be contemplating his next move.",
+          "The man stands near the antenna, his body angled slightly away from the camera. He uses both hands to adjust his hair, running them through his blonde locks. The camera remains focused on him, capturing the movement of his arms and the way his muscles flex under the sunlight. The antenna structure is prominently featured in the foreground, while the greenery and distant landscape provide a serene backdrop.",
+          "Finally, the man removes his yellow Hawaiian shirt, revealing his bare torso. The camera captures the motion in a close-up shot, emphasizing the contrast between his sun-kissed skin and the vibrant colors of his shirt. He tosses the shirt aside, his movements fluid and confident. The antenna structure remains in the foreground, and the background of greenery and distant landscape completes the scene."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the person maintain the same hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Are the sunglasses worn consistently by the person?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the person's clothing (shirt, jeans, tool belt) remain unchanged?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the 'CHAMPION' text on the t-shirt visible and consistent?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the person remove their shirt during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "openhumanvid_full_regen",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067"
+  },
+  {
+    "task_id": "mem_openhumanvid_123bf0e9ebe6b06efc7a9d81637b6990353e5fc637a15463577b0567bdaad0fd",
+    "instance_id": "mem_openhumanvid_123bf0e9ebe6b06efc7a9d81637b6990353e5fc637a15463577b0567bdaad0fd",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_123bf0e9ebe6b06efc7a9d81637b6990353e5fc637a15463577b0567bdaad0fd.mp4",
+      "total_frames": 449,
+      "fps": 25.0,
+      "duration_sec": 17.96,
+      "reference_image_path": "inference_img/mem_openhumanvid_123bf0e9ebe6b06efc7a9d81637b6990353e5fc637a15463577b0567bdaad0fd_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "In a bustling ancient marketplace, three men in traditional East Asian attire walk through the crowd. The central figure, distinguished by his long dark hair tied in a top knot and ornate white and gray robe with intricate embroidery, holds a piece of food. He is flanked by two other men, one in a blue and gray ensemble with a leather belt and the other in a blue and white outfit with red accents. As they move forward, the camera follows them smoothly, capturing the lively atmosphere of the market with vendors, barrels, and people in various colorful garments. The scene is bathed in warm sunlight, highlighting the detailed textures of their clothing and the vibrant activity around them."
+        ],
+        "level_2": [
+          "The scene opens with the three men walking side by side through a crowded marketplace. The central figure, wearing a white and gray robe with detailed embroidery and holding a piece of food, is the focal point. To his left, a man in a blue and gray outfit with a leather belt walks calmly, while to his right, another man in a blue and white ensemble with red accents gestures subtly. The background is filled with people in traditional attire, wooden stalls, and barrels, all under bright sunlight. The camera maintains a steady follow shot, keeping the trio centered as they navigate the bustling environment.",
+          "As the trio continues their walk, the central figure takes a bite of the food he is holding, savoring it while engaging in conversation with the man on his right. The man on the left remains composed, occasionally glancing at his companions. The market around them is alive with activity; vendors are seen interacting with customers, and the air is filled with the sounds of commerce. The lighting remains consistent, casting soft shadows and emphasizing the rich colors of the scene.",
+          "The group moves deeper into the marketplace, passing by more stalls and interacting briefly with other pedestrians. The central figure continues to enjoy his food, now looking more relaxed and engaged in the conversation. The man on the right smiles and gestures animatedly, while the man on the left maintains a steady pace. The camera angle shifts slightly, revealing more of the market's depth and the variety of goods on display, from fresh produce to woven baskets."
+        ],
+        "level_3": [
+          "The video begins with the three men walking through a lively ancient marketplace. The central figure, dressed in a white and gray robe with intricate embroidery and holding a piece of food, is the main focus. He is accompanied by two men, one in a blue and gray outfit with a leather belt and the other in a blue and white ensemble with red accents. The market is bustling with people in traditional attire, wooden stalls, and barrels, all illuminated by warm sunlight. The camera follows them smoothly, keeping them centered as they move forward.",
+          "As they continue walking, the central figure takes a bite of the food he is holding, savoring it while engaging in conversation with the man on his right. The man on the left remains composed, occasionally glancing at his companions. The background is filled with the vibrant activity of the market, with vendors interacting with customers and the air filled with the sounds of commerce. The lighting remains consistent, highlighting the detailed textures of their clothing and the lively atmosphere.",
+          "The trio navigates further into the marketplace, passing by more stalls and interacting briefly with other pedestrians. The central figure continues to enjoy his food, now looking more relaxed and engaged in the conversation. The man on the right smiles and gestures animatedly, while the man on the left maintains a steady pace. The camera angle shifts slightly, revealing more of the market's depth and the variety of goods on display, from fresh produce to woven baskets.",
+          "The scene transitions to show the group moving past a vendor stall where a woman in a floral robe is seen interacting with a customer. The central figure continues to hold his food, now looking towards the vendor, while the man on the right gestures towards the stall. The man on the left looks ahead, maintaining his calm demeanor. The market remains bustling, with the warm sunlight casting soft shadows and highlighting the rich colors of the scene.",
+          "In the final moments, the trio continues their journey through the marketplace, now passing by a different section with more wooden structures and additional stalls. The central figure takes another bite of his food, still engaged in conversation with the man on his right. The man on the left looks around, observing the surroundings. The camera follows them closely, capturing the dynamic and vibrant atmosphere of the market as they move deeper into the scene."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the central male figure maintain the same hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the central male figure consistently holding the same piece of food?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the central male figure's clothing remain unchanged in color and design?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Are there any noticeable changes in the central male figure's facial features or expression that suggest a different identity?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the central male figure remain distinguishable from other characters despite the bustling background?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "openhumanvid_full_regen",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_123bf0e9ebe6b06efc7a9d81637b6990353e5fc637a15463577b0567bdaad0fd"
+  },
+  {
+    "task_id": "mem_openhumanvid_905900711f77b59bbbca83e0d71469a935b4f6d646f82da062039c5454f57287",
+    "instance_id": "mem_openhumanvid_905900711f77b59bbbca83e0d71469a935b4f6d646f82da062039c5454f57287",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_905900711f77b59bbbca83e0d71469a935b4f6d646f82da062039c5454f57287.mp4",
+      "total_frames": 484,
+      "fps": 25.0,
+      "duration_sec": 19.36,
+      "reference_image_path": "inference_img/mem_openhumanvid_905900711f77b59bbbca83e0d71469a935b4f6d646f82da062039c5454f57287_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video features a close-up shot of a man with short dark hair, closely cropped on the sides, wearing a gray pinstripe suit jacket over a white collared shirt. His face shows slight signs of fatigue or stress, with visible sweat or moisture on his forehead and face. He appears to be in a formal setting, possibly a courtroom or auditorium, as there is a blurred audience in the background. The man remains mostly still, with subtle shifts in his gaze and slight movements of his mouth, suggesting he is listening intently or preparing to speak. The lighting is soft and even, highlighting the texture of his suit and the details of his facial features."
+        ],
+        "level_2": [
+          "The video begins with a close-up of a man in a gray pinstripe suit jacket over a white collared shirt, his short dark hair neatly styled. His face shows signs of stress, with visible sweat on his forehead and slight dark circles under his eyes. He is seated in what appears to be a formal setting, with a blurred audience in the background. As the scene progresses, the man subtly shifts his gaze, looking slightly to the left and then back to the center, indicating he is focused on something or someone off-camera. His expression remains serious and contemplative throughout.",
+          "Continuing from the previous scene, the man maintains his position in the formal setting, with the blurred audience still present in the background. His facial expression remains largely unchanged, but there is a slight movement of his lips, suggesting he might be about to speak or reacting to something being said. The lighting continues to highlight the texture of his suit and the details of his face, emphasizing the stress and fatigue evident in his appearance.",
+          "Finally, the man's gaze shifts slightly to the right, and his expression becomes more animated, with his mouth opening as if he is speaking or responding to a question. The background audience remains out of focus, maintaining the sense of depth and context. The camera stays steady, keeping the man's face in sharp focus, capturing the subtle changes in his expression and the slight sheen of sweat on his forehead."
+        ],
+        "level_3": [
+          "The video opens with a close-up of a man in a gray pinstripe suit jacket over a white collared shirt, his short dark hair neatly styled. His face shows signs of stress, with visible sweat on his forehead and slight dark circles under his eyes. He is seated in a formal setting, likely a courtroom or auditorium, with a blurred audience in the background. The lighting is soft, highlighting the texture of his suit and the details of his face.",
+          "As the scene progresses, the man subtly shifts his gaze, looking slightly to the left and then back to the center, indicating he is focused on something or someone off-camera. His expression remains serious and contemplative, with minimal movement, suggesting he is deeply engaged in the situation.",
+          "The man's gaze continues to shift slightly, now looking more directly forward. His lips move subtly, suggesting he might be about to speak or reacting to something being said. The background audience remains out of focus, maintaining the sense of depth and context. The lighting continues to emphasize the texture of his suit and the details of his face.",
+          "The man's expression becomes more animated, with his mouth opening slightly as if he is speaking or responding to a question. His gaze shifts slightly to the right, indicating a change in focus or reaction. The camera remains steady, keeping his face in sharp focus, capturing the subtle changes in his expression and the slight sheen of sweat on his forehead.",
+          "In the final moments, the man's expression remains engaged, with his mouth slightly open as if he is continuing to speak. His gaze is directed slightly to the right, and the background audience is still out of focus. The lighting continues to highlight the texture of his suit and the details of his face, emphasizing the stress and fatigue evident in his appearance."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hairstyle change at any point during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the man's suit jacket?",
+          "options": [
+            "A. Blue",
+            "B. Gray",
+            "C. Black",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is there any visible facial hair on the man's face?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the most noticeable physical feature on the man's face besides his hair?",
+          "options": [
+            "A. Prominent nose",
+            "B. Dark circles under eyes",
+            "C. Freckles",
+            "D. Scar"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's expression remain completely neutral throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the man maintain the same facial features throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:31:21.320620"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the man's identity consistency across segments?",
+          "options": [
+            "A. The man’s identity changes subtly with each segment",
+            "B. The man remains the same person with consistent appearance",
+            "C. The man is replaced by a different individual in later segments",
+            "D. The man’s face becomes increasingly distorted over time"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:31:21.320655"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the man consistently wear the same gray pinstripe suit jacket and white collared shirt in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:31:21.320668"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What is the most critical aspect of apparel consistency in this video?",
+          "options": [
+            "A. The color of the shirt changes slightly",
+            "B. The suit’s pinstripe pattern remains visible and consistent",
+            "C. The man removes his jacket in later segments",
+            "D. The collar becomes unbuttoned in Segment 5"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:31:21.320674"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are signs of stress such as sweat and dark circles present consistently across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:31:21.320683"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which of the following best reflects accessory/prop permanence in this context?",
+          "options": [
+            "A. The man’s sweat disappears in Segment 3",
+            "B. Dark circles under the eyes persist throughout the video",
+            "C. A new accessory appears in Segment 4",
+            "D. The man wipes his forehead, removing all sweat"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Accessory/Prop Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:31:21.320689"
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Does the blurred audience in the background remain consistent across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:31:21.320698"
+        },
+        {
+          "question_id": "13",
+          "type": "multiple_choice",
+          "question": "What happens to the background audience during the video?",
+          "options": [
+            "A. It changes position or density",
+            "B. It becomes clearer in later segments",
+            "C. It remains out of focus and consistent",
+            "D. It disappears entirely in Segment 5"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:31:21.320703"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_905900711f77b59bbbca83e0d71469a935b4f6d646f82da062039c5454f57287"
+  },
+  {
+    "task_id": "mem_openhumanvid_079f6efe68b1fb34517ef78bbb7e0bb066477fc1f5eae5cdbcc9b14ba023e2b7",
+    "instance_id": "mem_openhumanvid_079f6efe68b1fb34517ef78bbb7e0bb066477fc1f5eae5cdbcc9b14ba023e2b7",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_079f6efe68b1fb34517ef78bbb7e0bb066477fc1f5eae5cdbcc9b14ba023e2b7.mp4",
+      "total_frames": 392,
+      "fps": 24.0,
+      "duration_sec": 16.33,
+      "reference_image_path": "inference_img/mem_openhumanvid_079f6efe68b1fb34517ef78bbb7e0bb066477fc1f5eae5cdbcc9b14ba023e2b7_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video begins with a close-up profile shot of a man with dark, curly hair and light stubble on his face. He is wearing a light-colored, textured jacket over a collared shirt with thin vertical stripes, the collar of which is visible at the neckline. The man stands still in a dimly lit environment, with a textured wall in the background that appears to be made of rough, uneven material. Soft, shifting light casts dynamic shadows across his face, highlighting his features as the light source moves slightly throughout the scene. The camera remains stationary, focusing on the man's profile, ensuring his identity and appearance remain consistent despite the changing lighting."
+        ],
+        "level_2": [
+          "The video opens with a close-up profile view of a man with dark, curly hair and light stubble. He is dressed in a light-colored, textured jacket layered over a collared shirt with thin vertical stripes, the collar peeking out at the neckline. The setting is a dimly lit room with a rough, textured wall in the background. As the scene progresses, soft, shifting light creates moving shadows across the man's face, subtly altering the contours of his features. The camera remains fixed, maintaining focus on the man's profile, ensuring his appearance and the spatial consistency of the background are preserved.",
+          "Continuing from the previous scene, the man remains in the same position, his profile facing right. The lighting continues to shift, casting new patterns of shadow and light across his face, emphasizing his facial features such as his nose, lips, and the texture of his stubble. His dark, curly hair and the striped collar of his shirt remain clearly visible. The textured wall in the background stays consistent, providing a stable backdrop. The camera remains steady, capturing the subtle interplay of light and shadow without any movement.",
+          "Finally, the man maintains his stationary profile shot, with the shifting light continuing to play across his face. The shadows move gently, highlighting different aspects of his facial structure while his dark, curly hair and light stubble remain unchanged. The textured wall behind him provides a consistent, dimly lit environment. The camera holds its position, ensuring the man's identity and the overall composition of the scene remain intact throughout the final moments of the video."
+        ],
+        "level_3": [
+          "The video starts with a close-up profile shot of a man with dark, curly hair and light stubble. He is wearing a light-colored, textured jacket over a collared shirt with thin vertical stripes, the collar visible at the neckline. The setting is a dimly lit room with a rough, textured wall in the background. Soft, shifting light begins to cast dynamic shadows across his face, creating a subtle interplay of light and shadow that highlights his features. The camera remains stationary, focusing on the man's profile, ensuring his appearance and the spatial consistency of the background are maintained.",
+          "As the scene progresses, the man remains in the same position, his profile facing right. The shifting light continues to create new patterns of shadow and light across his face, emphasizing his nose, lips, and the texture of his stubble. His dark, curly hair and the striped collar of his shirt remain clearly visible. The textured wall in the background stays consistent, providing a stable backdrop. The camera remains fixed, capturing the subtle changes in lighting without any movement.",
+          "The lighting continues to shift, casting new shadows across the man's face, highlighting different aspects of his facial structure. His dark, curly hair and light stubble remain unchanged, and the striped collar of his shirt is still visible. The textured wall in the background provides a consistent, dimly lit environment. The camera remains steady, ensuring the man's identity and the overall composition of the scene are preserved.",
+          "The shifting light continues to play across the man's face, creating a dynamic interplay of shadows and highlights. His dark, curly hair and light stubble remain consistent, and the striped collar of his shirt is still visible. The textured wall in the background remains unchanged, providing a stable backdrop. The camera remains stationary, maintaining focus on the man's profile.",
+          "In the final moments of the video, the man remains in the same position, his profile facing right. The shifting light continues to cast dynamic shadows across his face, emphasizing his features. His dark, curly hair and light stubble remain unchanged, and the striped collar of his shirt is still visible. The textured wall in the background provides a consistent, dimly lit environment. The camera remains steady, ensuring the man's identity and the overall composition of the scene remain intact."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's facial hair (stubble) appear consistently throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the jacket the man is wearing?",
+          "options": [
+            "A. Blue",
+            "B. Black",
+            "C. Beige",
+            "D. Red"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's hair style (curly dark hair) consistent from start to finish?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of shirt is visible under the jacket?",
+          "options": [
+            "A. Polo shirt",
+            "B. Button-up shirt with stripes",
+            "C. T-shirt",
+            "D. Sweater"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man turn his head or body during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the man's facial identity remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:25.858357"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which feature is emphasized as unchanged across all segments?",
+          "options": [
+            "A. Hair color",
+            "B. Facial expression",
+            "C. Clothing style",
+            "D. Lighting angle"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:25.858393"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is the striped collar of the shirt consistently visible across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:25.858406"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What type of shirt is worn under the jacket?",
+          "options": [
+            "A. Solid-colored t-shirt",
+            "B. Collared shirt with vertical stripes",
+            "C. Hoodie",
+            "D. Open-collared dress shirt"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:25.858413"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are fine textural details like stubble and wall texture described as consistent?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:25.858421"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which element’s texture is highlighted as important across segments?",
+          "options": [
+            "A. Jacket",
+            "B. Wall",
+            "C. Stubble",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:25.858427"
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Does the background wall remain visually consistent across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:25.858436"
+        },
+        {
+          "question_id": "13",
+          "type": "multiple_choice",
+          "question": "What kind of material is the background wall described as?",
+          "options": [
+            "A. Smooth plaster",
+            "B. Rough, uneven material",
+            "C. Wooden paneling",
+            "D. Brick"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:25.858441"
+        },
+        {
+          "question_id": "14",
+          "type": "binary",
+          "question": "Does the camera zoom in or out during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:25.858448"
+        },
+        {
+          "question_id": "15",
+          "type": "multiple_choice",
+          "question": "What is the state of the camera throughout the video?",
+          "options": [
+            "A. Moving horizontally",
+            "B. Panning vertically",
+            "C. Stationary",
+            "D. Rotating"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:25.858454"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_079f6efe68b1fb34517ef78bbb7e0bb066477fc1f5eae5cdbcc9b14ba023e2b7"
+  },
+  {
+    "task_id": "mem_openhumanvid_6a7d09a3add8ca9b49569c206c1d279510f527b473e6f3b976f41f11271da841",
+    "instance_id": "mem_openhumanvid_6a7d09a3add8ca9b49569c206c1d279510f527b473e6f3b976f41f11271da841",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_openhumanvid_6a7d09a3add8ca9b49569c206c1d279510f527b473e6f3b976f41f11271da841.mp4",
+      "total_frames": 397,
+      "fps": 25.0,
+      "duration_sec": 15.88,
+      "reference_image_path": "inference_img/mem_openhumanvid_6a7d09a3add8ca9b49569c206c1d279510f527b473e6f3b976f41f11271da841_img.png"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video features a man in a blue military-style uniform with white lace collar and epaulets, adorned with multiple colorful medals on his chest. He has a bald head, a prominent mustache, and wears round gold-rimmed sunglasses. The man is seated and speaks while wearing white gloves. Flanking him are two women: one on the left in a beige and white striped dress with a high collar, pearl necklace, and green trim; the other on the right in a light purple lace dress. The background consists of a traditional folding screen with floral patterns. Throughout the video, the camera maintains a medium shot, focusing on the man as he gestures slightly with his gloved hand, while the women remain still and composed."
+        ],
+        "level_2": [
+          "The video opens with a medium shot of a man in a blue military-style uniform, featuring white lace details on the collar and epaulets, and multiple colorful medals pinned to his chest. He is bald, sports a prominent mustache, and wears round gold-rimmed sunglasses. His white-gloved hand rests near his lap as he begins to speak. To his left stands a woman in a beige and white striped dress with a high collar, pearl necklace, and green trim, while to his right is another woman in a light purple lace dress. The backdrop is a traditional folding screen with floral designs. The camera remains steady, keeping the man centered as he continues to speak.",
+          "As the scene progresses, the man in the blue military-style uniform continues speaking, occasionally gesturing with his gloved hand. His round gold-rimmed sunglasses and prominent mustache remain prominent features. The two women beside him maintain their positions; the woman on the left in the striped dress with pearl accessories and the woman on the right in the purple lace dress. The floral-patterned folding screen in the background remains unchanged, providing a consistent setting. The camera angle stays fixed, ensuring the man remains the focal point.",
+          "In the final part of the video, the man in the blue military-style uniform continues his speech, his expression animated as he speaks. His round gold-rimmed sunglasses and white gloves are still visible, and the colorful medals on his chest add to his distinguished appearance. The two women flanking him remain in place, the woman on the left in her striped dress with pearl accents and the woman on the right in her purple lace dress. The floral folding screen in the background provides a stable and elegant setting. The camera maintains its focus on the man, capturing his continued dialogue."
+        ],
+        "level_3": [
+          "The video begins with a close-up shot of a man in a blue military-style uniform, complete with white lace collar and epaulets, and multiple colorful medals on his chest. He is bald, with a prominent mustache, and wears round gold-rimmed sunglasses. His white-gloved hand is visible as he starts speaking. To his left stands a woman in a beige and white striped dress with a high collar, pearl necklace, and green trim, while to his right is a woman in a light purple lace dress. The background features a traditional folding screen with floral patterns. The camera is steady, focusing on the man as he begins to speak.",
+          "Continuing from the initial scene, the man in the blue military-style uniform remains the central figure, speaking animatedly. His round gold-rimmed sunglasses and white gloves are still prominent, and he makes slight gestures with his gloved hand. The two women beside him remain in their respective positions; the woman on the left in the striped dress with pearl accessories and the woman on the right in the purple lace dress. The floral-patterned folding screen in the background remains unchanged, providing a consistent and elegant setting. The camera angle remains fixed, keeping the man centered.",
+          "As the video progresses, the man in the blue military-style uniform continues his speech, his expression becoming more animated. His round gold-rimmed sunglasses and white gloves are still visible, and the colorful medals on his chest add to his distinguished appearance. The two women flanking him remain in place, the woman on the left in her striped dress with pearl accents and the woman on the right in her purple lace dress. The floral folding screen in the background provides a stable and elegant backdrop. The camera maintains its focus on the man, capturing his continued dialogue.",
+          "The scene transitions smoothly as the man in the blue military-style uniform continues to speak, his gestures becoming more pronounced. His round gold-rimmed sunglasses and white gloves remain a focal point, and the colorful medals on his chest are clearly visible. The two women beside him remain stationary; the woman on the left in the striped dress with pearl accessories and the woman on the right in the purple lace dress. The floral-patterned folding screen in the background remains a constant element, providing a consistent setting. The camera angle stays fixed, ensuring the man remains the primary focus.",
+          "Finally, the man in the blue military-style uniform concludes his speech, his expression remaining animated. His round gold-rimmed sunglasses and white gloves are still prominent, and the colorful medals on his chest add to his distinguished look. The two women flanking him remain in their respective positions; the woman on the left in the striped dress with pearl accessories and the woman on the right in the purple lace dress. The floral folding screen in the background provides a stable and elegant setting. The camera maintains its focus on the man, capturing his final words as the video ends."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's bald head remain visible throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the man's sunglasses?",
+          "options": [
+            "A. Black",
+            "B. Gold",
+            "C. Silver",
+            "D. Blue"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's mustache consistently visible in every frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of uniform does the man wear?",
+          "options": [
+            "A. Civilian suit",
+            "B. Military-style jacket",
+            "C. Casual shirt",
+            "D. Formal tuxedo"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's white glove remain visible on his right hand throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the man’s bald head remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:44.439854"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which feature of the man remains unchanged across all segments?",
+          "options": [
+            "A. His hair color",
+            "B. His mustache",
+            "C. His glasses color",
+            "D. His gloves color"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:44.439890"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the woman on the left wear a pearl necklace throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:44.439903"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What color is the dress worn by the woman on the right?",
+          "options": [
+            "A. Light purple",
+            "B. Beige",
+            "C. White",
+            "D. Green"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Apparel Permanence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:44.439910"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are the two women positioned on opposite sides of the man?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:44.439919"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which woman wears a striped dress?",
+          "options": [
+            "A. The one on the left",
+            "B. The one on the right",
+            "C. Both",
+            "D. Neither"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency | Multi-Person Identity Separation",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:44.439926"
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Are the medals on the man’s chest described as colorful?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:44.439933"
+        },
+        {
+          "question_id": "13",
+          "type": "multiple_choice",
+          "question": "Which object has a floral pattern?",
+          "options": [
+            "A. The man's uniform",
+            "B. The folding screen",
+            "C. The woman's dress",
+            "D. The sunglasses"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:44.439939"
+        },
+        {
+          "question_id": "14",
+          "type": "binary",
+          "question": "Does the floral-patterned folding screen remain visible throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:44.439947"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0320",
+    "original_task_id": "mem_openhumanvid_6a7d09a3add8ca9b49569c206c1d279510f527b473e6f3b976f41f11271da841"
+  },
+  {
+    "instance_id": "mem_openhumanvid_dc1adc693e0ebc27fead7ff9e23c51ff",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/dc1adc693e0ebc27fead7ff9e23c51ff.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young woman with shoulder-length dark brown hair, parted to the side, stands in a dimly lit room, her expression somber. She wears a pink tank top with thin white striped straps and a delicate gold chain necklace. Her fair skin shows faint acne scars. To her left, another woman with light brown tied-back hair is partially visible, facing her. Plastic containers and shelves blur in the background.",
+          "The central woman slowly turns toward the right, stepping forward with quiet intent. Her shoulders shift as she moves past the edge of the frame, her pink tank top catching a soft glimmer from the low light. Her movement is deliberate, her head slightly bowed, as she begins to disappear behind a large concrete pillar that blocks the view.",
+          "The pillar now dominates the frame, casting deep shadows across the worn floor. Behind it, the dim kitchen or basement remains still—shelves lined with plastic bins, a flickering overhead bulb, and scattered household items. No trace of the woman remains; only silence and muted textures fill the space.",
+          "From the other side of the pillar, a sliver of pink fabric emerges, followed by the curve of her shoulder. Her dark hair drapes over the edge as she steps cautiously into view. The gold chain glints faintly in the dim light. She pauses, half-hidden, her silhouette growing clearer against the shadowed backdrop.",
+          "The woman is fully back in frame, standing exactly where she began. Her pink tank top with white striped straps, delicate gold chain, and side-parted dark brown hair are unchanged. Her fair skin bears the same faint blemishes. She stands still, gaze lowered, in the quiet, dim room, completing the return."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hairstyle remain the same throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the tank top worn by the woman?",
+          "options": [
+            "A. Blue",
+            "B. Pink",
+            "C. White",
+            "D. Green"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman wearing any visible jewelry?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "During the blurred segment at 6 seconds-7 seconds, does the woman's face become completely unrecognizable?",
+          "options": [
+            "A. Yes, entirely unrecognizable",
+            "B. No, still recognizable",
+            "C. Partially visible",
+            "D. Not applicable"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the lighting in the scene remain consistently dim throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, both appearing to be young women in their late teens or early twenties. The woman on the right is centered and facing slightly downward, her expression somber. She wears a pink tank top with thin white stripes along the straps, suggesting a casual cotton material. Her dark brown hair is shoulder-length, parted to the side, and loosely framing her face. A delicate gold chain necklace rests around her neck. Her skin is fair with visible blemishes and faint acne scars. The second woman, partially visible on the left, has light brown hair tied back and wears a pale-colored top; her profile is turned toward the central figure. The setting appears to be a dimly lit room, possibly a kitchen or basement, with blurred objects like plastic containers and shelves in the background. Lighting is low, casting soft shadows and emphasizing the intimate, subdued mood of the scene.",
+      "exit_plan": {
+        "exit": "steps behind a large foreground object (pillar, wall, or vehicle) blocking the view entirely",
+        "return": "emerges from the other side of the occluding object"
+      }
+    },
+    "task_id": "mem_openhumanvid_dc1adc693e0ebc27fead7ff9e23c51ff",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_dc1adc693e0ebc27fead7ff9e23c51ff"
+  },
+  {
+    "instance_id": "mem_openhumanvid_4e31ccbc2ba908a5dea3826021605d7b",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/4e31ccbc2ba908a5dea3826021605d7b.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A middle-aged man with short black hair and a neatly trimmed beard stands in a sterile, futuristic room. He wears a vibrant blue Hawaiian shirt adorned with bold red and pink floral patterns, paired with dark pants. His hands rest near his waist as he faces right, illuminated by the cool glow of overhead lights and digital panels lining the metallic walls.",
+          "The man begins to walk steadily toward the left side of the frame, his posture relaxed but purposeful. The bright colors of his shirt contrast sharply with the gray surroundings. As he moves, only his torso and legs remain visible, gradually slipping out of view as he approaches the edge of the frame.",
+          "The room is now empty of human presence. The metallic walls gleam under artificial lighting, reflecting the green digital schematics on the large screen. Ventilation grilles hum softly above the tiled floor, patterned with black diamond shapes. Control panels pulse faintly, maintaining the high-tech ambiance.",
+          "From the right side of the frame, a figure emerges—only the lower half visible at first. Dark pants step forward onto the diamond-patterned floor, followed by the vibrant blue Hawaiian shirt appearing just above the waistline. The man walks slowly, re-entering the scene with deliberate calm.",
+          "The man is now fully back in frame, standing still and facing right. His short black hair and beard are unchanged, the bright blue Hawaiian shirt with its red and pink floral design vivid against the sterile backdrop. He wears dark pants, hands near his waist, exactly as before—his appearance identical to the moment he was first seen."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the yellow jacket maintain the same short dark hair style throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the pants worn by the man in the yellow jacket?",
+          "options": [
+            "A. Blue",
+            "B. Black",
+            "C. Yellow",
+            "D. Green"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man in the yellow jacket wearing a mustache in both the first and last frames of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of jacket does the man in the yellow jacket wear?",
+          "options": [
+            "A. Hoodie",
+            "B. Polo shirt",
+            "C. Long-sleeved pullover",
+            "D. Windbreaker"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man in the yellow jacket's posture change from leaning forward while interacting to standing upright?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Three individuals are present in a futuristic, sterile-looking room with metallic walls and illuminated control panels. On the left, a middle-aged man with short black hair and a beard wears a vibrant blue Hawaiian shirt with red and pink floral patterns, paired with dark pants; he stands slightly bent forward, hands near his waist, facing right. In the center, another man, also middle-aged, with short dark hair, wears a bright yellow tracksuit jacket with navy blue stripes down the sleeves and sides, along with dark pants; he is bending over, gripping the shoulders of a third person. The third individual, partially obscured and crouched, wears a light blue T-shirt with a yellow logo and dark pants, appearing to be subdued. The background features a large screen displaying green digital schematics, ventilation grilles, and a tiled floor with black diamond patterns. The lighting is artificial and evenly distributed, emphasizing the high-tech environment.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_4e31ccbc2ba908a5dea3826021605d7b",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_4e31ccbc2ba908a5dea3826021605d7b"
+  },
+  {
+    "instance_id": "mem_openhumanvid_43e5ae6b3d59aea3a81fdaad20d77bb2",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/43e5ae6b3d59aea3a81fdaad20d77bb2.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "In a sun-drenched clearing, two men rest amid lush greenery and wildflowers. The seated man wears a red-and-white checkered short-sleeve shirt over a white undershirt, dark brown trousers, and has short black hair. He sits relaxed on the grass, one foot grounded, gazing upward. The standing man, in an off-white long-sleeve sweatshirt and wide-leg pants, leans slightly forward, his tousled dark hair framing his face as he looks down.",
+          "The standing man begins to move, stepping toward a weathered wooden staircase leading upward. His hands remain loosely at his sides as he ascends, his body tilting forward with each step. Only his lower torso and legs are visible now, disappearing gradually behind the frame’s upper edge.",
+          "The staircase is empty. Sunlight filters through tall trees, casting dappled shadows across the grass. A large tree trunk stands near corrugated metal sheets, and wildflowers sway gently in the breeze. The distant hillside glows softly under clear daylight—no trace of movement or human presence remains.",
+          "From the top of the frame, a figure descends the stairs. First, the tips of dark, tousled hair appear, followed by the shoulders of an off-white sweatshirt. The man steps slowly downward, his wide-leg pants catching light as he moves into view, still partially obscured by the frame’s edge.",
+          "The standing man is fully back in frame, positioned just as before—off-white sweatshirt, matching wide-leg pants, dark hair falling above his ears. He leans slightly forward, hands at his sides, looking down at the seated man. His appearance matches exactly the initial moment—unchanged, still, and rooted in the tranquil outdoor setting."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "After the man and woman embrace, does the man still have short black hair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by the woman before and after the embrace?",
+          "options": [
+            "A. Blue",
+            "B. Red",
+            "C. Green",
+            "D. White"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's beige tracksuit visible and consistent in appearance during the entire sequence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary action performed by the man during the video?",
+          "options": [
+            "A. Sitting down",
+            "B. Standing up and embracing",
+            "C. Walking away",
+            "D. Lying down"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's red plaid shirt appear wrinkled or distorted after the embrace?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two men are present in a sunlit, natural outdoor setting. The man on the left is seated on the grass, wearing a short-sleeved red-and-white checkered shirt over a white undershirt and dark brown trousers; his posture is relaxed, legs bent with one foot resting on the ground, and he looks upward toward the other man. He has short black hair and appears to be in his late twenties or early thirties. The standing man, also appearing to be in his late twenties or early thirties, wears a loose-fitting, off-white long-sleeve sweatshirt and matching wide-leg pants; his hands are loosely at his sides. His dark, slightly tousled hair falls just above his ears. He leans slightly forward, looking down at the seated man. The environment features lush greenery, tall trees, wildflowers, and a distant hillside under soft daylight. A large tree trunk, a log, and corrugated metal sheets are visible nearby, suggesting a rural or semi-rustic location.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_43e5ae6b3d59aea3a81fdaad20d77bb2",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_43e5ae6b3d59aea3a81fdaad20d77bb2"
+  },
+  {
+    "instance_id": "mem_openhumanvid_ee253e6b5bb0b16264606c338f5f670f",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/ee253e6b5bb0b16264606c338f5f670f.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young woman in her late teens or early twenties stands centered on a rough, beige earthen wall, rendered in detailed charcoal sketch. Her long, wavy hair cascades past her shoulders, softly shaded to suggest movement. Her face is expressive—eyes wide and thoughtful, nose straight, lips full—her expression neutral yet pensive. No clothing or accessories are visible; only the naturalistic drawing remains, with handwritten script beneath her chin. Bamboo poles form a vertical screen to the right, beyond which lies a dim forest under subdued twilight light.",
+          "The sketched figure begins to move steadily toward the right, stepping forward with quiet purpose. Her silhouette glides across the earthen surface, partially exiting the frame as she passes behind the bamboo poles. Her form remains clear but diminishing, the charcoal lines softening at the edges as she fades into the shadowed forest beyond.",
+          "The wall now holds only the faint traces of the sketch’s outline where she stood. The rough texture of the earthen surface is illuminated by muted twilight, the handwritten script beneath still visible. Bamboo poles stand motionless, framing the darkened forest beyond, where shadows deepen and silence lingers.",
+          "From the left edge of the frame, the figure begins to re-emerge, slowly returning from the unseen space beyond. Her shoulder and part of her face appear first, drawn in the same fine charcoal detail. The wavy strands of her hair catch the dim light, and her expression remains neutral, eyes forward, as she steps back into view.",
+          "The young woman is fully back in frame, standing once again in the center-left position. Her long, wavy hair falls past her shoulders, her face clearly defined with expressive eyes, straight nose, and full lips—expression neutral and pensive. No clothing or accessories are visible, just the naturalistic charcoal rendering, with the same handwritten script below. She stands still, exactly as before."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Is the woman depicted in the sketch identical to the woman shown in the live-action scene?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary condition of the woman's body in the live-action scene?",
+          "options": [
+            "A. Clean and unmarked",
+            "B. Bloodied and bruised",
+            "C. Covered in mud",
+            "D. Wearing full armor"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the woman's hair appear long and dark in both the sketch and the live-action scene?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the woman wearing around her waist in the live-action scene?",
+          "options": [
+            "A. A belt",
+            "B. A sash",
+            "C. Tattered brown pants",
+            "D. Nothing"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the lighting in the live-action scene consistently dim and moody throughout the clip?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image shows a single person, likely a young woman in her late teens or early twenties, depicted as a detailed charcoal sketch on a rough, beige earthen wall. Her facial features are clearly defined with expressive eyes, a straight nose, and full lips; her expression appears neutral to slightly pensive. She has long, wavy hair that falls past her shoulders, drawn with soft shading to suggest volume and movement. No clothing is visible since the figure is rendered as a drawing, but the style of the sketch suggests a naturalistic portrayal without accessories or jewelry. The sketch includes handwritten text beneath her face, possibly in an unfamiliar script, though no props or objects are held. The person’s position is central within the left half of the frame, facing forward. To the right, vertical bamboo poles form a partial screen or fence, separating the wall from a dimly lit forested background. Lighting is subdued, likely natural twilight or overcast daylight, casting soft shadows across the scene.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_ee253e6b5bb0b16264606c338f5f670f",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_ee253e6b5bb0b16264606c338f5f670f"
+  },
+  {
+    "instance_id": "mem_openhumanvid_716ae4bb7a980adf9dd6fcecb4dab499",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/716ae4bb7a980adf9dd6fcecb4dab499.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A single adult male in his late twenties or early thirties stands near a large window, facing slightly left. He has short, dark black hair with a neat side part, an athletic build, and wears a plain white sleeveless cotton tank top with a small rectangular logo on the upper left chest. He holds a smartphone in both hands, fingers typing, illuminated by its soft glow against the dim indoor light.",
+          "The man begins to walk steadily toward the right, still focused on his phone. His shoulders shift forward as he moves, arms bent at the elbows, hands gripping the device. His muscular frame is partially visible as he exits the frame, the city lights behind him blurring into streaks of distant illumination.",
+          "The figure is completely gone from view. Only the dimly lit room remains—soft shadows cast across the floor, the faint glow of ambient light from the phone fading. Outside, the nighttime cityscape stretches into the distance, blurred lights shimmering like scattered stars beneath a dark sky.",
+          "A silhouette emerges from the left edge of the frame, stepping slowly into view. The man’s shoulder and arm appear first, followed by the outline of his head and torso. He walks with purpose, still holding the smartphone, his posture upright yet relaxed, moving steadily toward the center.",
+          "The man is fully back in frame, standing in the same spot as before. He has short, dark black hair styled neatly with a side part, wears the same white sleeveless tank top with the small logo patch, and holds the smartphone in both hands. His athletic build is clear, no accessories visible, face softly lit by the screen’s glow, stationary and composed."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the white tank top maintain the same hairstyle (short black hair) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the color of the logo on the man's tank top?",
+          "options": [
+            "A. Blue",
+            "B. Red",
+            "C. Black",
+            "D. Purple"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man consistently holding the smartphone in his hands throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What action does the man perform after looking up from his phone?",
+          "options": [
+            "A. Looks to his left",
+            "B. Looks to his right",
+            "C. Looks straight ahead",
+            "D. Looks down"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression change from focused on the phone to a more neutral or contemplative look when he looks up?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single adult male, appearing to be in his late twenties or early thirties, stands in the foreground of the frame, facing slightly to the left. He has short, dark black hair styled neatly with a side part. His build is athletic and muscular, particularly noticeable in his arms and shoulders. He wears a plain white sleeveless tank top made of a lightweight cotton-like fabric, featuring a small rectangular logo patch on the upper left chest area. He holds a smartphone in both hands, fingers actively typing or swiping. No visible accessories such as glasses, jewelry, or hats are present. The man’s posture is upright but relaxed, with his head tilted downward toward the phone screen. He is positioned near a large window that reveals a nighttime cityscape with blurred lights from distant buildings. The indoor lighting is dim, casting soft shadows, while the glow from the phone illuminates his face subtly.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_716ae4bb7a980adf9dd6fcecb4dab499",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_716ae4bb7a980adf9dd6fcecb4dab499"
+  },
+  {
+    "instance_id": "mem_openhumanvid_32622cd22ad48d22d03b983365a1537f",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/32622cd22ad48d22d03b983365a1537f.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Two men stand side by side in a dimly lit traditional Chinese courtyard, their formal attire glowing softly under ambient light. The younger man wears a pale beige tunic with embroidered brown shoulder panels, a white inner collar, and a black pointed hat adorned with a small green circular ornament. He has short dark hair, a trimmed beard, and a faint smile. Beside him, the older man dons a dark ornate robe with silver-blue embroidery, a matching black hat with gold detailing and a green gem, and a full gray beard.",
+          "The younger man begins to turn left, stepping forward with measured grace. His tunic sways slightly as he moves toward a shadowed corner of the courtyard. His face remains partially visible, the green ornament on his hat catching a glimmer of light as he edges out of frame.",
+          "The corner is now empty. Only the wooden lattice doors and weathered stone walls remain, bathed in soft shadows. A faint breeze stirs the air, rustling the edges of a hanging silk banner. The quiet stillness emphasizes the absence of movement, leaving only the echo of footsteps.",
+          "From the same corner, a figure reappears—slowly rounding the bend. The edge of a pale beige tunic emerges first, followed by the silhouette of a black pointed hat with a green ornament. The man steps forward cautiously, his presence returning like a memory recalled.",
+          "The younger man stands fully in frame once more, identical to before. His pale beige tunic, embroidered shoulders, white collar, and black hat with green ornament are unchanged. His short dark hair, trimmed beard, and slight smile match exactly. He faces slightly right, motionless, as if time itself had paused."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When Man 1 turns his back to the camera, does he still have the same short dark beard visible?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main robe worn by Man 1?",
+          "options": [
+            "A. Black",
+            "B. Beige",
+            "C. Red",
+            "D. Silver"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "After turning around, does Man 1's black pointed hat with green ornament remain in the same position on his head?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary pattern on Man 2's robe?",
+          "options": [
+            "A. Floral",
+            "B. Geometric",
+            "C. Animal",
+            "D. Abstract"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the intricate silver and white pattern on Man 2's robe consistent before and after he turns his head slightly to the left?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two adult males, both appearing to be in their 30s to 50s, standing side by side in a dimly lit indoor setting resembling a traditional Chinese courtyard or official residence. The man on the left wears a pale beige tunic with embroidered brown shoulder panels and a white inner collar, paired with a black, pointed hat adorned with a small green circular ornament. He has short dark hair, a trimmed beard, and a slight smile, facing slightly right. The man on the right is older, with a full gray beard, wearing a dark, ornate robe with silver-blue embroidered patterns and a similar black hat with gold detailing and a green gem. Both wear formal attire suggesting historical or official roles. They stand in front of wooden doors with lattice windows, under low ambient lighting that casts soft shadows, enhancing the period atmosphere.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_32622cd22ad48d22d03b983365a1537f",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_32622cd22ad48d22d03b983365a1537f"
+  },
+  {
+    "instance_id": "mem_openhumanvid_9027b4e5a55cba1d62077dcf90a4cf13",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/9027b4e5a55cba1d62077dcf90a4cf13.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young man in his late twenties stands centered, arms raised high with fingers pointed upward. He wears a black long-sleeved button-up shirt with red and black striped trim at the collar and cuffs, a silver chain necklace, and ear piercings in both ears. His short dark hair is neatly styled with a slight fade. Eyes closed, mouth slightly open, he appears emotionally expressive. Behind him, a yellow sports car glows softly in a dimly lit garage, overhead lights casting gentle shadows.",
+          "The man begins to walk steadily toward the right side of the frame, arms lowering slowly. His silhouette remains clear as he moves, the red-trimmed cuffs of his shirt catching light. The yellow car stays in focus behind him, while his form gradually shifts out of view, leaving only the edge of his shoulder visible before vanishing.",
+          "The frame now holds only the dimly lit garage space. The yellow sports car dominates the foreground, its sleek curves illuminated by soft overhead lighting. In the blurred background, a red vehicle and structural beams are faintly visible. The air feels still, quiet, with no trace of movement or presence.",
+          "From the left edge of the frame, a figure begins to re-enter. A sliver of black fabric with red and black trim appears first—then the curve of an arm, the gleam of a silver chain. The man’s dark hair and ear piercings come into view as he steps forward, moving steadily into the scene.",
+          "The man is fully back in frame, standing upright with arms raised again, fingers pointed upward. He wears the same black long-sleeved shirt with red and black striped trim, silver chain necklace, and ear piercings. His short dark hair is neatly styled with a slight fade. Eyes closed, mouth slightly open, he remains motionless, centered before the yellow sports car in the dim garage."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hairstyle change from the beginning of the video to after he turns around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the man's shirt?",
+          "options": [
+            "A. Red",
+            "B. Black",
+            "C. White",
+            "D. Blue"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the silver chain necklace visible both when the man is facing the camera and when he turns his back?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What item does the man hold in his right hand after turning around?",
+          "options": [
+            "A. A phone",
+            "B. A wallet",
+            "C. A gold-colored handgun",
+            "D. A bottle"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's beaded bracelet remain visible on his left wrist throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "One young adult male, appearing to be in his late twenties, is centered in the frame, standing upright with arms raised above his head, fingers pointed upward. He wears a black long-sleeved button-up shirt with red and black striped trim at the collar and cuffs, suggesting a tailored or performance-style garment. A silver chain necklace rests around his neck. His dark hair is short and neatly styled, with a slight fade on the sides. He has a slim build and visible ear piercings in both ears. His eyes are closed, mouth slightly open as if singing or expressing emotion. He stands in front of a yellow sports car, partially visible in the foreground, within a dimly lit indoor space resembling a garage or showroom, with overhead lights casting soft illumination and blurred background elements including another red vehicle and structural beams. The lighting emphasizes his face and upper body while keeping the surroundings shadowed.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_9027b4e5a55cba1d62077dcf90a4cf13",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_9027b4e5a55cba1d62077dcf90a4cf13"
+  },
+  {
+    "instance_id": "mem_openhumanvid_d460fa610a261721e27d6a7dfab4a4f8",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/d460fa610a261721e27d6a7dfab4a4f8.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late 30s stands in the foreground, wearing a rich red traditional Chinese robe adorned with intricate gold embroidery. He has short black hair, a neatly trimmed beard, and a serious expression. His hands rest at his sides, and he faces another man across a sunlit courtyard framed by wooden lattice windows, red banners, and a glowing lantern above.",
+          "The man in the red robe begins to walk slowly away from the camera, stepping deeper into the courtyard toward the traditional building. His back turns gradually, the gold patterns on his robe catching the light as he moves, his silhouette narrowing against the red banners and wooden architecture.",
+          "The man is no longer visible; only the tranquil courtyard remains. Sunlight dapples across the stone path, red lanterns sway gently in the breeze, and the wooden lattice windows cast delicate shadows. The younger soldier stands motionless in the background, the quiet scene untouched by movement.",
+          "From the far end of the courtyard, a figure emerges—barely visible at first—walking steadily toward the camera. The red robe glimmers faintly in the sunlight as the man steps forward, his form growing clearer through the open space beneath the hanging lantern.",
+          "The man stands fully in frame once again, facing forward in his red traditional robe with golden embroidery. His short black hair, trimmed beard, and serious expression are unchanged. He is exactly as he was before, stationary and composed under the natural daylight, the red banners and lantern framing him perfectly."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man on the left maintain his short dark hair and light stubble throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by the man on the left?",
+          "options": [
+            "A. Blue",
+            "B. Red",
+            "C. Green",
+            "D. White"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man on the right consistently wearing a light-colored suit jacket and a dark tie?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the background soldier's uniform?",
+          "options": [
+            "A. Gray",
+            "B. Red",
+            "C. Black",
+            "D. White"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the background soldier remain stationary and unchanged in appearance throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features three men in a historical setting. Two are in the foreground, facing each other, with the third standing slightly behind and to the side. The man on the left appears to be in his late 30s, with short black hair, a trimmed beard, and a serious expression; he wears a red traditional Chinese garment with intricate gold embroidery. The man on the right, likely in his 40s, has neatly combed dark hair with gray streaks, a mustache, and is dressed in a dark gray suit jacket over a white shirt and black tie. In the background, a younger man in a light gray military uniform with red epaulettes and a matching cap stands at attention. The scene takes place outdoors in front of a traditional Chinese building with wooden lattice windows, red banners, and a red lantern hanging above. Natural daylight illuminates the scene, casting soft shadows.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_d460fa610a261721e27d6a7dfab4a4f8",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_d460fa610a261721e27d6a7dfab4a4f8"
+  },
+  {
+    "instance_id": "mem_openhumanvid_cbb114deb7a6845bc2abd724d351bbec",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/cbb114deb7a6845bc2abd724d351bbec.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young woman and man ride bicycles side by side on a rural gravel road under an overcast sky. The woman, on the left, wears a blue-and-white checkered button-up blouse, light-colored pants, and has dark hair in a low ponytail. She grips the handlebars of a silver bicycle with a front basket. The man, on the right, wears a white polo shirt with a blue collar, dark trousers, and carries a black shoulder bag. His short dark hair is neatly styled. Both face forward, slightly angled toward each other, riding through green grass and trees with distant power lines visible.",
+          "The woman begins to glide smoothly to the left, her bicycle rolling steadily off the path’s edge. Her checkered blouse flutters gently as she moves, the silver frame of her bike catching faint light. Only her back and part of her left arm remain visible as she exits the frame, her ponytail swaying with motion.",
+          "The gravel road stretches empty now, flanked by tall grass and leafy trees. Distant power lines cut across the gray sky. The silence settles over the countryside, broken only by wind rustling through foliage. No trace of movement or presence remains—just stillness and open space.",
+          "From the right edge of the frame, the woman reappears, pushing her bicycle slowly into view. Her silhouette emerges first, then the silver frame and front basket come into focus. Her checkered blouse catches the soft light as she enters, one foot stepping onto the pedal.",
+          "The woman is fully back in frame, standing beside her bicycle on the gravel road. She wears the same blue-and-white checkered blouse, light-colored pants, and her dark hair remains in a low ponytail. Her silver bike with the front basket rests beside her, just as before. She stands still, facing forward, the quiet countryside surrounding her."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hair remain tied back in a ponytail throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main pattern on the woman's shirt?",
+          "options": [
+            "A. Red",
+            "B. Blue",
+            "C. White",
+            "D. Green"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman's checkered shirt consistently visible and unchanged during the entire sequence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the woman doing with her hands at the beginning of the video?",
+          "options": [
+            "A. Holding the handlebars",
+            "B. Adjusting her hair",
+            "C. Raising her hand",
+            "D. Pointing ahead"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "After retrieving the item from her basket, does the woman turn back to face the man on the bicycle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two individuals, a young woman and a young man, both appearing to be in their late teens or early twenties, are riding bicycles side by side on a rural gravel road. The woman, positioned on the left, wears a short-sleeved, button-up blouse with a blue-and-white checkered pattern, paired with light-colored pants. Her dark hair is pulled back into a low ponytail. She holds the handlebars of her bicycle, which has a silver frame and a front basket. The man, on the right, wears a white short-sleeved polo shirt with a blue collar and dark trousers, with a black shoulder bag slung across his chest. His dark hair is neatly cut and short. Both face forward, slightly angled toward each other, suggesting interaction. They ride along a narrow, unpaved path flanked by green grass and trees under overcast daylight, with distant power lines visible. Their posture is relaxed, indicating casual movement through a quiet countryside setting.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_cbb114deb7a6845bc2abd724d351bbec",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_cbb114deb7a6845bc2abd724d351bbec"
+  },
+  {
+    "instance_id": "mem_openhumanvid_9fdb149c839d7bc6b941dd95c32f0c3c",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/9fdb149c839d7bc6b941dd95c32f0c3c.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman stands in a dim, cave-like space bathed in cool blue light. She wears a flowing, light-colored silk robe adorned with delicate floral patterns in soft pink, green, and blue hues. Her long black hair is styled in an intricate updo with red accents, and a small red mark graces her forehead. She holds a dark, ornate staff with curved elements and rings, her expression urgent, mouth slightly parted.",
+          "The woman begins to walk steadily toward the right side of the frame, her robe swaying gently with each step. The staff moves rhythmically beside her as she exits, her form gradually narrowing into the edge of view. The shadows deepen behind her, and only the lower half of her body remains visible as she slips out of sight.",
+          "The cave remains still and quiet, its rocky textures illuminated by faint bluish light. Cracks in the stone walls reflect subtle glimmers, and dust floats lazily in the air. The atmosphere is heavy with silence, the emptiness emphasizing the absence of movement or presence—only the cold, mystical environment remains.",
+          "From the left edge of the frame, the woman re-emerges, stepping slowly back into view. Her robe’s floral patterns catch the dim light as she enters, one foot forward. The tip of her ornate staff appears first, followed by her waist and then her face, still marked with urgency, her gaze fixed ahead.",
+          "The woman stands fully within the frame, her appearance unchanged—light silk robe with soft floral designs, elaborate black hair adorned with red accents, red mark on her forehead, and the dark, curved staff held firmly in hand. She is stationary, her expression tense yet resolute, exactly as before, rooted in the mysterious cave under the same cool, blue glow."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hairstyle remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the decorative hairpin in the woman's updo?",
+          "options": [
+            "A. Red",
+            "B. Gold",
+            "C. Silver",
+            "D. Black"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the red marking on the woman's forehead visible in every frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What pattern is visible on the woman's robe?",
+          "options": [
+            "A. Floral",
+            "B. Striped",
+            "C. Geometric",
+            "D. Solid"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the ornate staff next to the woman change its appearance or position during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, a woman and a man, both appearing to be in their late twenties to early thirties. The woman, positioned on the left, wears a flowing, light-colored robe with floral patterns in soft hues of pink, green, and blue, likely made of silk or a similar lightweight fabric; her attire suggests traditional East Asian clothing. Her long black hair is styled in an elaborate updo with decorative red accents, and she has a small red mark on her forehead. She holds a large, dark ornate weapon resembling a staff or spear with curved elements and rings, suggesting martial significance. Her expression is one of urgency or concern, mouth slightly open. The man, on the right and slightly blurred, wears a plain white robe with a V-neckline, his long black hair tied back loosely. He appears calm and focused, facing forward. They stand in a dimly lit cave-like setting with rocky textures in the background, illuminated by cool, bluish lighting that casts shadows, creating a mystical atmosphere.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_9fdb149c839d7bc6b941dd95c32f0c3c",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_9fdb149c839d7bc6b941dd95c32f0c3c"
+  },
+  {
+    "instance_id": "mem_openhumanvid_f597a56a57ac95f74397e8faf9b0d8ad",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/f597a56a57ac95f74397e8faf9b0d8ad.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A middle-aged man sits upright at a polished dark wooden desk, wearing a light gray pinstriped suit jacket over a crisp white dress shirt with cuffed sleeves and a dark blue diamond-patterned tie. His clean, well-kept hands hold a folded sheet of paper with handwritten Chinese characters. A red-inked envelope rests before him, and a brass telegraph machine glints in the foreground under soft, diffused lighting.",
+          "The man rises slowly from his chair, straightening his jacket as he turns away from the desk. He walks steadily deeper into the room, moving toward the far background where dark wood paneling recedes into shadow. Only his back and shoulders remain visible as he fades from view.",
+          "The desk remains untouched, the folded paper still held in place by his absence. The red-inked envelope lies open beside the brass telegraph machine, its coiled wire catching faint light. Soft shadows stretch across the polished wood floor, and the quiet study feels suspended in time.",
+          "From the far background, a figure emerges—slowly stepping forward through the dim corridor. The silhouette grows clearer, revealing the familiar shape of a man in a light gray pinstriped jacket. He advances steadily, his posture upright, approaching the desk once more.",
+          "The man stands fully in frame, seated again at the desk, identical to before. He wears the same light gray pinstriped suit jacket, white dress shirt with cuffed sleeves, and dark blue diamond-patterned tie. His hands rest on the folded paper, the red-inked envelope beside it, under the same soft, diffused light—motionless, composed, and unchanged."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hairstyle (short dark hair) remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of eyewear does the man wear?",
+          "options": [
+            "A. Sunglasses",
+            "B. Round-rimmed glasses",
+            "C. Rectangular-rimmed glasses",
+            "D. No glasses"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing the same patterned blue tie throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What color is the vest worn by the man?",
+          "options": [
+            "A. Dark gray",
+            "B. Light blue",
+            "C. White",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "When the second person enters the frame from the right, does the seated man remain in the same position and continue reading?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "One person is visible in the frame, appearing to be a middle-aged man based on hand appearance and attire. He wears a light gray pinstriped suit jacket over a white dress shirt with cuffed sleeves, paired with a dark blue patterned tie featuring diamond motifs. His hands are holding a folded sheet of paper with handwritten Chinese characters, while another envelope with red ink calligraphy lies on the dark wooden desk before him. A brass telegraph machine with a lever and coiled wire is partially visible in the foreground, suggesting a historical or early 20th-century setting. The man’s posture is upright and engaged, leaning slightly forward as he examines the document. His hair is not visible, but his hands appear clean and well-kept, with no visible jewelry. He is seated at a polished wooden desk against a backdrop of dark wood paneling, under soft, diffused lighting that casts gentle shadows, indicating an indoor office or study environment.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_f597a56a57ac95f74397e8faf9b0d8ad",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_f597a56a57ac95f74397e8faf9b0d8ad"
+  },
+  {
+    "instance_id": "mem_openhumanvid_dc4111517e93f5decf53e2268b80febf",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/dc4111517e93f5decf53e2268b80febf.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "In a dimly lit corridor, an older man with thinning black hair combed back and prominent facial lines stands facing right. He wears oval-rimmed glasses, a dark suit jacket over a crisp white shirt. Beside him, a younger man in his late 20s, with tousled black hair and sharp features, dons a navy suit, white shirt, and dark purple tie. Fluorescent lights hum overhead, casting soft shadows along the hallway.",
+          "The younger man begins to move forward, stepping toward the staircase at the end of the corridor. His posture remains rigid, eyes focused ahead. As he ascends, only his shoulders and head remain visible against the green exit sign glowing above the railing.",
+          "The staircase is now empty. The dim corridor stretches into silence, illuminated by flickering fluorescent lights. Closed doors line the walls, and the green exit sign glows faintly above the stairwell. Shadows pool beneath the railings, and no movement disturbs the stillness.",
+          "A figure descends from the top of the frame, emerging slowly into view. The lower half of a navy suit appears first, followed by the crisp white shirt and dark purple tie. The man’s tousled black hair comes into focus as he steps down, his expression serious and intent.",
+          "The younger man is fully back in frame, standing in the same position as before. His short, tousled black hair, sharp facial features, and navy suit with white shirt and dark purple tie are identical to earlier. He stands still, gaze steady, under the dim glow of the fluorescent lights."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the older man maintain his slicked-back hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of glasses does the older man wear?",
+          "options": [
+            "A. Thick black frames",
+            "B. Thin wire-rimmed frames",
+            "C. No glasses",
+            "D. Sunglasses"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the younger man wearing a purple tie throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the older man's suit jacket?",
+          "options": [
+            "A. Black",
+            "B. Light gray",
+            "C. Dark blue",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the younger man's expression change from serious to smiling at any point in the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two men in a dimly lit indoor corridor. The man on the left is older, approximately 50–60 years old, with a fair complexion, thinning black hair combed back, and prominent facial lines. He wears thin-rimmed oval glasses, a dark suit jacket over a white dress shirt, and appears to be mid-speech. His posture is slightly forward-leaning, facing toward the right of the frame. The younger man on the right, likely in his late 20s or early 30s, has short, tousled black hair, sharp facial features, and a serious expression. He wears a dark navy suit, a crisp white shirt, and a dark purple tie. Both are dressed formally, suggesting a professional setting. The background reveals fluorescent lighting, a green exit sign, and closed doors along a hallway, indicating an office or institutional building. The lighting casts soft shadows, enhancing the tense atmosphere.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_dc4111517e93f5decf53e2268b80febf",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_dc4111517e93f5decf53e2268b80febf"
+  },
+  {
+    "instance_id": "mem_openhumanvid_cb075441021eecd283ffe5af68c16a8b",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/cb075441021eecd283ffe5af68c16a8b.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Two young men stand side by side in a dimly lit bedroom bathed in soft blue light. The one on the left wears a light beige long-sleeve shirt, holding a large plush rabbit with gray ears and a red-and-white striped body close to his chest. He has short, dark, neatly styled hair and a slightly surprised expression. The man on the right wears a white t-shirt under a gray zip-up hoodie, with bangs falling over his forehead and a neutral gaze. Behind them, a wooden bookshelf lines the wall, books and trinkets scattered across its shelves, while a bunk bed peeks from the left.",
+          "The man on the left begins to step forward, moving slowly toward the right side of the frame. His hands tighten around the plush rabbit as he shifts weight, his body partially obscured by a tall wooden pillar rising from the floor. His face remains visible, eyes wide, as he moves behind the structure, the blue glow catching the edge of his sleeve.",
+          "The pillar now fully blocks the view. Only the quiet bedroom remains—soft blue lighting casting gentle shadows across the bookshelf, the bunk bed’s upper level faintly visible, and the plush rabbit no longer in sight. The air feels still, the room unchanged except for the absence of movement.",
+          "A figure emerges from behind the pillar on the far right. The man on the left reappears, stepping into frame with cautious motion. His beige shirt and the plush rabbit are just visible, the red-and-white stripes peeking out as he edges forward. His dark hair is still neat, his expression lingering in surprise.",
+          "The man stands fully in frame again, identical to before. He wears the same light beige long-sleeve shirt, clutching the gray-eared, red-and-white striped plush rabbit near his chest. His short, dark hair is perfectly styled, and his startled expression remains unchanged. The man on the right stands beside him, calm in his white t-shirt and gray hoodie, both facing forward in the softly lit room."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the person on the left have dark hair throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by the person on the left?",
+          "options": [
+            "A. Blue",
+            "B. White",
+            "C. Beige",
+            "D. Green"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the plush toy held by the person on the left consistently visible in the same orientation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary object being held by the person on the left?",
+          "options": [
+            "A. A book",
+            "B. A stuffed animal",
+            "C. A bag",
+            "D. A phone"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the person on the right remain completely still throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two young men, appearing to be in their late teens or early twenties, are positioned side by side in a dimly lit bedroom. The individual on the left wears a light beige long-sleeve shirt and holds a large, plush rabbit toy with gray ears and a red-and-white striped body; his hands are clasped around it near his chest. He has short, dark hair styled neatly, with a slightly surprised or startled expression. The person on the right is dressed in a white t-shirt layered under a gray zip-up hoodie, his posture relaxed but attentive. He has short, dark hair with bangs falling over his forehead and a neutral expression. Both face forward, toward the camera. Behind them, a wooden bookshelf filled with books and small items lines the wall, along with a bunk bed partially visible on the left. The room is illuminated by soft blue ambient lighting, suggesting nighttime or low-light conditions.",
+      "exit_plan": {
+        "exit": "steps behind a large foreground object (pillar, wall, or vehicle) blocking the view entirely",
+        "return": "emerges from the other side of the occluding object"
+      }
+    },
+    "task_id": "mem_openhumanvid_cb075441021eecd283ffe5af68c16a8b",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_cb075441021eecd283ffe5af68c16a8b"
+  },
+  {
+    "instance_id": "mem_openhumanvid_0f361e624377b3b14611e82a695bc9c5",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/0f361e624377b3b14611e82a695bc9c5.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young adult male with shoulder-length dark hair styled in neat side-swept bangs stands in a sterile hospital hallway, wearing thin-framed rectangular glasses. He is dressed in a crisp white lab coat over a light blue pinstriped dress shirt and a dark purple striped tie. His slender frame faces slightly left, engaged in a serious conversation with another person whose back is turned.",
+          "The man begins to turn toward the right, stepping forward with measured purpose. His lab coat sways gently as he moves, his glasses catching the fluorescent light. Only half of his body remains visible as he starts to disappear around the corner, leaving the second figure still facing him.",
+          "The corridor is now empty—white walls stretch into the distance under cool overhead lighting. A red emergency light glows faintly at the far end. The polished floor reflects the sterile glow, and the silence echoes through the quiet medical hallway, untouched by movement or sound.",
+          "From the same corner, a figure begins to emerge—first just the edge of a white lab coat, then the silhouette of a slender build. Dark hair and the gleam of glasses become visible as the man rounds the bend, re-entering the frame slowly, his posture composed and deliberate.",
+          "The man stands fully in view once more, his appearance identical to before: shoulder-length dark hair, side-swept bangs, thin-framed glasses, white lab coat over a light blue pinstriped shirt and dark purple striped tie. He is stationary, facing slightly left, completing the return with precise symmetry to his original position."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hairstyle change at any point during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the tie worn by the man?",
+          "options": [
+            "A. Blue",
+            "B. Purple",
+            "C. Red",
+            "D. Silver"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing glasses throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the man's outer garment?",
+          "options": [
+            "A. Black",
+            "B. White",
+            "C. Gray",
+            "D. Purple"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression change from serious to smiling during the conversation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, one fully visible and the other partially seen from behind. The visible person appears to be a young adult male, approximately 25–35 years old, with dark, shoulder-length hair styled neatly with side-swept bangs. He wears thin-framed rectangular glasses and has a slender build. His attire includes a white lab coat over a light blue pinstriped dress shirt paired with a dark purple striped tie. He stands facing slightly left, engaging in what seems to be a serious conversation with the second individual, whose back is turned to the camera; this person also wears a white lab coat and has medium-length brown hair. The setting is an indoor hospital or medical facility hallway, characterized by fluorescent lighting, white walls, and a distant red emergency light. The lighting is cool and clinical, emphasizing the professional atmosphere.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_0f361e624377b3b14611e82a695bc9c5",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_0f361e624377b3b14611e82a695bc9c5"
+  },
+  {
+    "instance_id": "mem_openhumanvid_ee552259aaacc00e95f7249dab418047",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/ee552259aaacc00e95f7249dab418047.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A single figure stands in the foreground, arm extended toward a wet stone ledge. They wear a dark formal sleeve with a rich brown cuff, paired with a pristine white glove made of smooth cotton or linen, fitting snugly over the hand. No face or body is visible—only the poised arm and glove. Behind, blurred figures in earth-toned military uniforms stand against aged stonework under dim, overcast light.",
+          "The figure slowly turns their arm inward, retracting from the puddle’s edge. Their movement is deliberate, almost ceremonial, as they begin to pivot away from the camera. The white glove remains sharply defined against the damp cobblestones, while the dark sleeve glides forward into shadow, heading toward a narrow stone corner.",
+          "The person vanishes entirely behind the curved wall, leaving only the rain-slicked ground and ancient stonework in view. Distant figures remain motionless in the background, their uniforms blending into the muted tones of the fortress-like setting. The air feels still, heavy with quiet anticipation.",
+          "From the same corner, a silhouette re-emerges—first the edge of a dark sleeve, then the crisp white glove appearing at the frame’s edge. The hand moves cautiously forward, fingers slightly curled, as if resuming a ritual. The figure steps back into the scene, slow and measured, returning along the same path.",
+          "The person is now fully visible again, standing exactly as before. The dark formal sleeve with its brown cuff rests naturally, and the pristine white glove covers the hand completely, unblemished and perfectly fitted. No other features are seen—just the arm, poised above the puddle, as if time had not passed."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's short dark hair remain visible throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the color of the gloves worn by the man?",
+          "options": [
+            "A. Black",
+            "B. White",
+            "C. Gray",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the red mark on the man's glove visible both in the close-up shot and when his face is shown?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What insignia is visible on the man's epaulets?",
+          "options": [
+            "A. Three stars",
+            "B. Three circles",
+            "C. Three triangles",
+            "D. Three lines"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man maintain a serious facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single person is visible in the foreground, their arm extended toward a wet stone ledge. The individual wears a dark, possibly black, formal sleeve with a brown cuff, paired with a pristine white glove that covers the hand completely. The glove appears made of smooth fabric, likely cotton or linen, and is neatly fitted. No other part of the body or face is visible, so age, gender, hair, or build cannot be determined. The hand is positioned just above a shallow puddle along the edge of a rough-hewn stone wall, suggesting deliberate motion or inspection. In the blurred background, several indistinct figures stand in what appears to be a historical or military setting, wearing period-style uniforms with earthy tones and armor-like elements. The environment is dimly lit, likely overcast or shaded, with damp cobblestone ground and aged stonework indicating an outdoor urban or fortress-like location. The person’s posture implies cautious or ceremonial movement, facing slightly away from the camera toward the wall.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_ee552259aaacc00e95f7249dab418047",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_ee552259aaacc00e95f7249dab418047"
+  },
+  {
+    "instance_id": "mem_openhumanvid_838dce5a9033de45ff32c1ac749a1abb",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/838dce5a9033de45ff32c1ac749a1abb.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man with a full beard and dark, wavy hair styled upward stands in a warmly lit hallway, wearing a brown zip-up sweater with gray trim over a collared shirt and suspenders. His serious expression is framed by the cream-colored walls and arched doorways behind him, while another man in a navy double-breasted uniform holds a tray of pastries nearby.",
+          "The bearded man begins to turn left, stepping forward with purpose toward a corner in the hallway. His body angles away from the camera as he moves, the suspenders shifting slightly with his motion, his face still visible but partially obscured by the curve of the wall ahead.",
+          "The corner now blocks all view of the man; only the cream-colored walls, wooden doors, and blurred figures in the background remain. Warm light spills across the polished floor, and the distant murmur of voices echoes through the quiet corridor.",
+          "From the same corner, the man re-emerges, slowly stepping back into frame. His shoulder and part of his face come into view first, the brown sweater and gray trim catching the light as he rounds the bend, his steady gaze fixed forward.",
+          "The man stands fully in frame once more, his full beard and dark, wavy hair neatly styled, wearing the same brown zip-up sweater with gray trim, collared shirt, and suspenders. He is stationary, facing the camera with a serious expression, exactly as before."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the brown sweater maintain his beard throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the uniform jacket worn by the man on the right?",
+          "options": [
+            "A. Red",
+            "B. Navy blue",
+            "C. Black",
+            "D. Gray"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man in the navy uniform consistently wearing a black tie?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How many gold stripes are visible on the sleeve of the man's uniform jacket?",
+          "options": [
+            "A. One",
+            "B. Two",
+            "C. Three",
+            "D. Four"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man in the brown sweater cross his arms at any point during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two men in the foreground, both appearing to be in their late 30s to early 50s. The man on the left has a full beard and dark, wavy hair styled upward; he wears a brown zip-up sweater with gray trim over a collared shirt and suspenders. He stands slightly angled toward the camera with a serious expression. The man on the right has short, dark hair and a rounder face; he is dressed in a dark navy double-breasted uniform jacket with gold buttons and a black tie, suggesting a formal or maritime role. He holds a tray topped with a silver finial and covered in small pastries. Both men are standing in an indoor hallway with cream-colored walls, arched doorways, and wooden doors in the background. Several other people are visible behind them, blurred, indicating a crowded space. The lighting is warm and diffused, typical of interior scenes.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_838dce5a9033de45ff32c1ac749a1abb",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_838dce5a9033de45ff32c1ac749a1abb"
+  },
+  {
+    "instance_id": "mem_openhumanvid_289e5f62cfea15b7b49bf9cbc90c223d",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/289e5f62cfea15b7b49bf9cbc90c223d.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Two men stand in a minimalist indoor space, softly lit. The man on the left has short, curly dark hair and a full beard, wearing a light gray zip-up jacket over a black and white layered shirt. He faces forward, head turned right. The man on the right has neatly styled medium-length dark hair, a dark gray suit jacket, an unbuttoned white dress shirt, and a thin black choker necklace. They are engaged in quiet conversation.",
+          "The man on the left begins to turn slowly toward the right, stepping away from his companion. His body shifts sideways as he walks toward a corner near the modern metal staircase railing. Only his back and left profile remain visible as he moves out of the frame’s center.",
+          "The corner is now empty. The minimalist interior remains unchanged—light-colored walls, a framed abstract painting, and the sleek metal railing of the staircase. Soft ambient light fills the space. No movement or presence is detectable; the scene is still and quiet.",
+          "A figure emerges from behind the same corner, reappearing gradually into view. The man on the left steps forward, only partially visible—his shoulder and side of his face entering the frame first. His posture suggests he is returning deliberately, moving with calm intent.",
+          "The man is fully back in frame, standing in the same position as before. His short, curly dark hair and full beard are unchanged. He wears the light gray zip-up jacket over the black and white layered shirt. His body faces forward, head turned right, just as in the beginning. He stands still, the scene restored exactly as it was."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does Man 1 (left) maintain his full beard throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by Man 2 (right)?",
+          "options": [
+            "A. Black",
+            "B. White",
+            "C. Blue",
+            "D. Green"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the black choker-style necklace visible on Man 2 (right) throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of jacket is Man 1 (left) wearing?",
+          "options": [
+            "A. Leather",
+            "B. Zip-up",
+            "C. Button-up",
+            "D. Hoodie"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Do both men maintain their respective positions (Man 1 on the left, Man 2 on the right) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two men are present in the frame, both appearing to be in their late twenties to early thirties. The man on the left has short, curly dark hair and a full beard, wearing a light gray zip-up jacket over a black and white layered shirt. He stands slightly angled toward the other man, with his body facing forward but head turned right. The man on the right has medium-length dark hair styled neatly, wearing a dark gray suit jacket over an unbuttoned white dress shirt with a thin black choker necklace. He is standing upright, facing left toward the first man. Both appear engaged in conversation. Behind them, a minimalist interior features a framed abstract painting on a light-colored wall and a modern metal staircase railing to the right. Lighting is soft and even, suggesting indoor ambient illumination. No visible accessories or props are held by either individual.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_289e5f62cfea15b7b49bf9cbc90c223d",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_289e5f62cfea15b7b49bf9cbc90c223d"
+  },
+  {
+    "instance_id": "mem_openhumanvid_f0faae2b9b81ee428aa8583ba550f92c",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/f0faae2b9b81ee428aa8583ba550f92c.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young male in his late teens to early twenties stands on the right side of the frame, clad in elaborate black armor adorned with intricate silver embroidery and layered textures reminiscent of ancient Chinese fantasy. His high-collared outfit features detailed shoulder pieces, dark gloves, and a sleek cascade of long black hair secured by a small decorative hairpin. A red triangular mark glows faintly on his forehead as he raises one hand, palm open, channeling unseen energy. Dramatic lighting highlights his commanding presence against a swirling backdrop of dark clouds, fiery embers, and abstract mystical patterns.",
+          "The figure begins to ascend a glowing stone staircase that emerges from the shadows, stepping upward with deliberate grace. His silhouette grows smaller as he moves toward the upper edge of the frame, one hand still raised, energy flickering around his palm. Only the lower half of his armored form remains visible, vanishing gradually into the misty heights above.",
+          "The staircase fades into the ethereal void, leaving only the dark, swirling sky filled with crimson flames and floating geometric symbols. Swirling clouds pulse with faint light, and distant embers drift like stars. The scene is still and silent, devoid of any human presence, yet charged with latent power.",
+          "From the top of the frame, a shadow descends slowly—first the gleaming silver shoulder piece, then the curve of the high collar. The figure’s long black hair flows down as he steps back into view, one gloved hand still raised, palm open. The red mark on his forehead pulses softly as he nears the center of the frame.",
+          "The young man is fully back in frame, standing tall and poised on the right side, identical to before. His black armor with silver embroidery, high collar, and detailed shoulder pieces are perfectly intact. His long black hair falls past his shoulders, held by the delicate hairpin, and the red triangular mark glows steadily on his forehead. He stands still, hand raised, facing slightly forward, as the mystical background swirls behind him."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Do the two male characters with elaborate costumes and headpieces remain in the frame throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the face markings on the male characters?",
+          "options": [
+            "A. Red",
+            "B. Gold",
+            "C. Blue",
+            "D. Black"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the ornate headpieces worn by the male characters consistent in design (horns/antlers) across different shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of weapons or props are the male characters holding?",
+          "options": [
+            "A. Swords",
+            "B. Staffs",
+            "C. Axes",
+            "D. No visible weapons"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the costume style of the male characters change from one shot to another within the first 6 seconds?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "One person, a young male in his late teens to early twenties, stands prominently on the right side of the frame. He wears an elaborate black outfit with intricate silver embroidery and layered textures, resembling traditional fantasy or ancient Chinese armor, featuring high collars and detailed shoulder pieces. His long, straight black hair is styled sleekly, falling past his shoulders, with a small decorative hairpin visible at the crown. A red triangular mark adorns his forehead. He wears dark gloves and holds one hand raised upward, palm open, as if channeling energy. His posture is upright and commanding, facing slightly toward the camera. The background is a dark, ethereal scene with swirling clouds, fiery elements, and abstract patterns, suggesting a mystical or otherworldly setting. Lighting focuses on him, casting dramatic shadows and highlighting his features against the moody, fantastical backdrop.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_f0faae2b9b81ee428aa8583ba550f92c",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_f0faae2b9b81ee428aa8583ba550f92c"
+  },
+  {
+    "instance_id": "mem_openhumanvid_7dbe82b3856152fb0c0ee99ef4082b0a",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/7dbe82b3856152fb0c0ee99ef4082b0a.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Two young East Asian men stand side by side in a softly lit room with wooden paneling and pale yellow striped wallpaper. Both wear matching gray open-front jackets over cream-colored traditional shirts with buttoned collars. The man on the left has short, neatly side-parted black hair; the one on the right has slightly longer, tousled wavy hair. Neither wears accessories. Their expressions are calm and neutral, framed by a geometric-patterned glass window to the left.",
+          "The man on the right begins to walk slowly backward into the depth of the room, his figure receding toward the far wall. His jacket sways gently with each step, and his tousled hair catches the soft daylight as he moves deeper into the background, still partially visible against the warm wooden panels.",
+          "The room is now empty—no trace of either man remains. Only the quiet stillness lingers. The wooden paneling, striped wallpaper, and geometric window frame remain unchanged under the diffused natural light. A faint shadow stretches across the floor where they once stood, but no movement disturbs the scene.",
+          "From the far end of the room, a figure emerges—first just the edge of a gray jacket, then the silhouette of the man with wavy dark hair. He walks steadily forward, his steps measured and deliberate. As he nears, the cream shirt beneath the jacket becomes visible, and the soft light glints off his tousled locks.",
+          "The man stands fully in frame, centered and still. He wears the same gray open-front jacket over the cream traditional shirt, his wavy dark hair tousled as before. No accessories adorn him. His expression is calm, matching his earlier appearance exactly. The room remains unchanged, bathed in soft daylight."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man on the right maintain the same facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the jacket worn by the man on the right?",
+          "options": [
+            "A. Dark Blue",
+            "B. Light Green",
+            "C. Grey",
+            "D. Beige"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man on the right's curly hair style consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the man on the right turn his head during the video?",
+          "options": [
+            "A. Always facing forward",
+            "B. Turns left, then right, then up",
+            "C. Stays still",
+            "D. Only turns right"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man on the right's facial features (eyes, nose, mouth) change between frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two young East Asian men, both appearing to be in their late teens or early twenties. They are dressed in matching gray, open-front jackets over cream-colored traditional-style shirts with buttoned collars and front closures; the fabric appears lightweight and possibly cotton or linen. Neither man wears any visible accessories such as glasses, jewelry, or hats. The man on the left has short, dark black hair styled neatly with a side part, while the man on the right has slightly longer, wavy dark hair that is tousled. Both have slim builds and neutral complexions. The man on the left stands slightly turned toward the center, looking off-frame to his right with a calm expression, while the man on the right faces forward with an open mouth, suggesting surprise or exclamation. They stand indoors against a backdrop of wooden paneling and pale yellow wallpaper with vertical stripes and subtle patterns. A geometric-patterned glass window with brown framing is visible on the left. The lighting is soft and even, likely natural daylight diffused through windows.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_7dbe82b3856152fb0c0ee99ef4082b0a",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_7dbe82b3856152fb0c0ee99ef4082b0a"
+  },
+  {
+    "instance_id": "mem_openhumanvid_3763e43f45788c935229311ad8a966e1",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/3763e43f45788c935229311ad8a966e1.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman stands in the foreground, framed by soft pink cherry blossoms. She wears a flowing silk qipao in deep crimson with golden embroidery, her long black hair styled in an elegant updo adorned with a delicate jade hairpin. She holds a folded paper fan in one hand, its surface painted with lotus flowers. The ambient glow highlights her poised stillness beneath the classical columns.",
+          "She begins to walk away from the camera, stepping gracefully toward the illuminated doorway in the background. Her qipao sways gently with each step, the fan held loosely at her side. The blossoms frame her silhouette as she moves deeper into the scene, her figure gradually receding into the warm light of the building’s entrance.",
+          "The doorway glows softly, casting a golden hue across the stone steps and columns. Cherry blossoms sway slightly in the night breeze, their petals drifting down like whispers. The wall sconces flicker faintly, illuminating the gold Chinese characters above the door. The scene remains still and serene, untouched by human presence.",
+          "From the far background, a figure emerges slowly from the shadowed doorway. She walks forward, her crimson qipao catching the ambient light as she steps into view. The edge of her sleeve brushes past a branch, stirring a few blossoms. Only part of her form is visible—her face still hidden behind the archway’s glow.",
+          "The woman stands fully in frame, centered beneath the blooming branches. Her crimson silk qipao with golden embroidery is pristine, her black hair neatly pinned with the jade hairpin, and the lotus-painted fan rests lightly in her hand. She is still, composed, and exactly as she was before—unchanged, unbroken, present."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Do both men maintain the same relative positions to each other while walking?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What item does one of the men carry in his left hand?",
+          "options": [
+            "A. A hat",
+            "B. A briefcase",
+            "C. A bag",
+            "D. A cane"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the taller man consistently on the left side of the shorter man throughout their walk?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Do both men's clothing details (color and style) remain unchanged as they walk down the street?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "How many distinct items are visible on the taller man?",
+          "options": [
+            "A. One",
+            "B. Two",
+            "C. Three",
+            "D. None"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "There are no people visible in this frame. The image depicts a nighttime scene of an architectural structure with classical columns and a balcony, partially framed by branches of pink cherry blossoms in full bloom. The building features illuminated wall sconces and a central doorway with a lit interior, suggesting a formal or historical setting. Gold Chinese characters are mounted above the entrance, adding cultural context. The lighting is soft and ambient, emanating from fixtures on the walls and ceiling, casting gentle shadows. The foreground is dominated by delicate pink flowers and dark tree branches, creating a contrast between natural beauty and man-made elegance. The environment appears serene and still, with no signs of human presence or movement.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_3763e43f45788c935229311ad8a966e1",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_3763e43f45788c935229311ad8a966e1"
+  },
+  {
+    "instance_id": "mem_openhumanvid_188a2b7be5c301471e43386cd1414865",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/188a2b7be5c301471e43386cd1414865.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A person stands centered in the frame, framed by sheer white curtains fluttering gently in a soft breeze. They wear a tailored navy-blue coat over a cream turtleneck, dark trousers, and polished black boots. Their short, neatly styled ash-blonde hair catches the diffused daylight. A silver wristwatch glints on their left arm as they hold a vintage leather satchel in their right hand.",
+          "The person begins to walk steadily toward the left edge of the frame, their posture upright and deliberate. The satchel swings slightly with each step, and the hem of their coat brushes against the window sill. Half of their body is now out of view, but their movement remains smooth and unhurried.",
+          "The frame is empty. Only the translucent curtains ripple faintly in the breeze, revealing the blurred outlines of scaffolding and stacked green-marked crates beyond the glass. Sunlight filters through the fabric, casting soft shadows across the windowpane. The urban construction site remains still and silent.",
+          "From the right side of the frame, a glimpse of dark trousers and polished boots appears, followed by the edge of the navy-blue coat. The person steps forward slowly, re-emerging into view. The satchel comes into sight, swinging gently as they continue walking inward.",
+          "The person stands fully within the frame, centered once more. Their ash-blonde hair is neatly styled, the navy-blue coat drapes perfectly over the cream turtleneck, and the silver wristwatch gleams under natural light. They hold the vintage leather satchel in their right hand, standing still and composed, exactly as before."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hair remain tied back in a low ponytail throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of earrings does the woman wear?",
+          "options": [
+            "A. Hoop earrings",
+            "B. Stud earrings",
+            "C. Dangle earrings",
+            "D. No earrings"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman's white lace top consistently visible and unchanged in style during the conversation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the woman's facial expression change during the interaction?",
+          "options": [
+            "A. From neutral to serious",
+            "B. From neutral to smiling",
+            "C. From smiling to neutral",
+            "D. From serious to smiling"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman maintain eye contact with the man throughout the entire conversation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "There are no people visible in this frame. The image shows a close-up view through a window partially covered by sheer, light-colored curtains, with the focus on the glass and fabric rather than any individual. The background reveals an out-of-focus construction site or industrial area, including scaffolding, wooden planks, and stacked materials, possibly crates or containers with green markings. The lighting is diffused and natural, suggesting daytime, but no human figures, clothing, accessories, hair, or physical features can be observed. The scene appears static, with no movement or presence of individuals within the frame. The environment suggests an urban or semi-urban setting undergoing development or renovation, though no specific details about people are discernible.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_188a2b7be5c301471e43386cd1414865",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_188a2b7be5c301471e43386cd1414865"
+  },
+  {
+    "instance_id": "mem_openhumanvid_b9485671363cffdfe3542fea69b00efb",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/b9485671363cffdfe3542fea69b00efb.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man and a woman stand in a softly lit institutional room with barred windows. The man, on the left, wears a light blue long-sleeved work shirt, a white lanyard around his neck, and has short black hair. The woman, in the foreground right, dons a dark gray vest over a white collared shirt, her short dark hair neatly styled, face serious as she gazes off-camera.",
+          "The woman begins to turn slowly toward the left, stepping forward with measured purpose. Her vest shifts slightly as she moves, her expression unchanged. She walks past the man, who remains still, and edges out of frame, her silhouette narrowing as she approaches the corner.",
+          "The corner is now empty. The room remains quiet, bathed in natural daylight filtering through the barred windows. The clinical walls, pale floor, and faint shadows linger—no movement, no sound, just the stillness of an unoccupied space.",
+          "From the same corner, a figure emerges—first a glimpse of dark fabric, then the edge of a navy vest. The woman steps back into view, her posture steady, her gaze fixed ahead. Her white collared shirt and short dark hair become clearer as she advances into the frame.",
+          "The woman stands fully within the frame, identical to before—dark gray vest over a crisp white shirt, short dark hair framing her face, expression serious. The light blue-shirted man remains beside her, unchanged. Both are still, their appearances exactly as they were at the start."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hairstyle remain unchanged as she turns to face the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the lanyard worn by the woman?",
+          "options": [
+            "A. Yellow",
+            "B. Orange",
+            "C. Red",
+            "D. Blue"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman's facial expression consistent before and after she turns to face the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of shirt is the woman wearing?",
+          "options": [
+            "A. Sleeveless top",
+            "B. Collared shirt",
+            "C. Tank top",
+            "D. Hoodie"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the lighting on the woman's face change significantly as she turns to face the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The frame features two individuals, a man and a woman, both appearing to be in their late twenties to early thirties. The man, positioned on the left side of the frame, wears a light blue, long-sleeved work shirt with a visible white lanyard or cord around his neck; his attire suggests a uniform. He has short black hair, a neutral expression, and is standing slightly turned away from the camera, facing left. The woman, in the foreground on the right, wears a dark gray or navy vest over a white collared shirt, also resembling a uniform. Her hair is short, dark, and neatly styled, framing her face. She has a serious, contemplative expression, with her gaze directed slightly off-camera. Both appear slim and composed. The setting is an indoor room with barred windows allowing natural daylight, suggesting a clinical or institutional environment such as a hospital or office. The lighting is soft and even, highlighting their faces without harsh shadows.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_b9485671363cffdfe3542fea69b00efb",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_b9485671363cffdfe3542fea69b00efb"
+  },
+  {
+    "instance_id": "mem_openhumanvid_14d97466f9aadcf3095d69c243357aca",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/14d97466f9aadcf3095d69c243357aca.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A person sits cross-legged on a patterned rug in a dimly lit room, facing away from the camera. They wear a flowing cream-colored robe with intricate embroidery along the hem and sleeves, layered over bright yellow satin trousers that catch the soft light. A dark blue cuff adorns one wrist, and long, dark braided hair trails down their back, ending in a small tassel. A thin black cord runs vertically along the robe’s spine. The room glows with warm, low lighting, casting gentle shadows around wooden furniture and ceremonial objects like incense sticks and small flags.",
+          "The person slowly rises from the rug, maintaining a composed posture. Their hands lift gently from their lap as they turn slightly to the left, stepping toward a faintly visible staircase ascending into the upper frame. The cream robe sways softly, revealing more of the yellow trousers beneath. Only the lower half remains fully visible as they begin their ascent.",
+          "The staircase is now empty. The dim room holds stillness—only the patterned rug, wooden furnishings, and ceremonial objects remain under the warm glow. Shadows stretch across the floor, and the faint scent of incense lingers in the air. No movement disturbs the quiet space.",
+          "From the top of the frame, a figure begins to descend. The edge of the cream robe appears first, followed by the yellow satin trousers catching the light. The dark blue cuff and braided hair come into view as the person steps down, moving slowly and deliberately. Only the upper portion of their form is visible as they re-enter the scene.",
+          "The person is fully seated again, cross-legged on the patterned rug, facing away from the camera. They wear the same flowing cream robe with embroidered details, layered over bright yellow satin trousers. The dark blue cuff rests at the wrist, and long, dark braided hair ends in a small tassel. The thin black cord runs down the back of the robe. The room remains unchanged, warm and still, as the person sits motionless, perfectly restored."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hair remain tied back in a braid throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the outer robe worn by the man?",
+          "options": [
+            "A. Red",
+            "B. Yellow",
+            "C. Green",
+            "D. Blue"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing a beard and mustache that appear white or gray?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary material or style of the man's headwear (if any)?",
+          "options": [
+            "A. A hat",
+            "B. A headband",
+            "C. A braid secured with a hairpin",
+            "D. None"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's posture remain seated and still throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "One person is seated cross-legged on a patterned rug in a dimly lit indoor space, likely a traditional or ceremonial room. The individual appears to be an adult of indeterminate gender, with a slender build and posture suggesting stillness or meditation. They wear a flowing, cream-colored robe with intricate embroidered patterns along the hem and sleeves, layered over bright yellow satin trousers that reflect light softly. A dark blue cuff or sleeve cover is visible at the wrist, contrasting with the lighter fabric. Their hair is long, dark, and braided tightly down the back, ending in a small tassel. No jewelry or accessories are visible, but a thin black cord runs vertically along the back of the robe. The person faces away from the camera, angled slightly to the left, with their hands resting gently on their lap. The background includes faint outlines of wooden furniture and ceremonial objects, such as incense sticks or small flags, under warm, low lighting that casts soft shadows across the scene.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_14d97466f9aadcf3095d69c243357aca",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_14d97466f9aadcf3095d69c243357aca"
+  },
+  {
+    "instance_id": "mem_openhumanvid_41619371dfb3eec067208f1b4d1a17c2",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/41619371dfb3eec067208f1b4d1a17c2.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late 30s to early 40s sits centered at a cluttered desk, angled slightly left. He wears a dark olive-green button-up jacket over a maroon shirt, both matte with visible stitching. His short, tousled black hair frames his face as he focuses downward, holding a red pen in his right hand. A black-strapped wristwatch rests on his left wrist, while papers, books, and office supplies surround him under soft overhead light.",
+          "The man shifts forward, rising from the chair with deliberate motion. He turns toward the upper left of the frame, lifting his legs as he begins ascending an unseen staircase. His back faces the viewer, the red pen still gripped in his hand, partially obscured by the edge of the desk as he moves upward and out of view.",
+          "The desk remains cluttered beneath dim lighting—papers scattered, a gray pen holder standing upright, a small figurine glinting faintly. The beige wall and dark shelving are still visible, shadows stretching across the surface. No movement or presence; only silence and stillness fill the space where the man once sat.",
+          "From the top of the frame, a figure descends slowly into view. The silhouette of a man’s head and shoulders emerges, stepping down the stairs. His dark olive-green jacket and maroon shirt become visible, along with the red pen now lowered in his hand. His posture is focused, moving steadily toward the desk.",
+          "The man stands fully within the frame, seated again at the cluttered desk. He wears the same dark olive-green jacket over a maroon shirt, both matte with visible stitching. His short, tousled black hair falls just above his ears, and the black-strapped wristwatch remains on his left wrist. He holds the red pen poised over the notebook, eyes focused downward, exactly as before."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's short brown hair appear consistently styled throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the jacket worn by the man in the video?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. Brown",
+            "D. Black"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the black wristwatch visible on the man's left wrist in all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of clothing is the man wearing underneath his green jacket?",
+          "options": [
+            "A. White t-shirt",
+            "B. Brown t-shirt",
+            "C. Gray sweater",
+            "D. No shirt"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man maintain the same seated posture throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "One adult male, appearing to be in his late 30s to early 40s, is seated at a cluttered desk in a dimly lit room. He wears a dark olive-green button-up jacket over a maroon shirt, both made of matte fabric with visible stitching. His short, slightly tousled black hair falls just above his ears, and he has a neutral expression with focused eyes directed downward at an open notebook. He holds a red pen in his right hand, poised over the paper, while his left hand rests near the edge of the page. A wristwatch with a black strap is visible on his left wrist. The man sits centered in the frame, angled slightly toward the viewer’s left, with his torso leaning forward in concentration. The desk is strewn with papers, books, a gray cylindrical container holding pens, a small figurine, and various office supplies. Behind him, a muted beige wall and dark shelving are partially visible, illuminated by soft overhead lighting that casts subtle shadows across his face and surroundings.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_41619371dfb3eec067208f1b4d1a17c2",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_41619371dfb3eec067208f1b4d1a17c2"
+  },
+  {
+    "instance_id": "mem_openhumanvid_ddc4ee429021570696b60649686892d3",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/ddc4ee429021570696b60649686892d3.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late twenties stands upright, clad in a richly embroidered red and gold robe with silver trim, layered over a green vest-like garment. His long black hair is tied back with a decorative hairpin, and he faces slightly right, gazing intently at the seated man. The setting is an opulent room with red lacquered walls and white lattice windows, softly lit to highlight intricate textures.",
+          "The man begins to walk steadily toward the left, his movements deliberate and composed. The hem of his ornate robe sways gently as he moves, the silver trim catching the light. His profile remains visible, the green vest and tied-back hair still prominent as he steps partially out of frame.",
+          "The man has fully exited the scene; no part of him is visible. The room remains still—red lacquered walls, white lattice windows, and the low wooden table with fruit untouched. The soft lighting continues to illuminate the detailed architecture and the quiet elegance of the space.",
+          "From the right side of the frame, the man re-enters, emerging slowly. Only his shoulder and part of his robe are visible at first, the red fabric and gold embroidery glinting subtly. His long black hair, secured with the hairpin, drapes slightly over his shoulder as he steps forward.",
+          "The man is now fully back in frame, standing upright and facing slightly right. He wears the same red and gold embroidered robe with silver trim, the green vest-like overlay, and his long black hair tied back with the decorative hairpin. He is stationary, his gaze fixed on the seated man, the scene unchanged from the beginning."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does Man 1 maintain his long dark hair tied back throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the primary robe worn by Man 2?",
+          "options": [
+            "A. Red",
+            "B. Yellow",
+            "C. Green",
+            "D. Blue"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is Man 2's goatee visible in all frames of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of headwear does Man 1 have?",
+          "options": [
+            "A. A crown",
+            "B. A headband",
+            "C. A hairpin",
+            "D. None"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does Man 2's braided hairstyle change during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two men in a traditional Chinese setting. The man on the left, appearing to be in his late twenties, stands upright and wears an ornate red and gold embroidered robe with silver trim and a green vest-like overlay; he has long black hair tied back with a decorative hairpin. He is slender, facing slightly right, and gazes toward the other man. The man on the right, likely in his forties, sits at a low wooden table, dressed in a yellow silk tunic with intricate geometric patterns on the sleeves and a long braid over his shoulder. He sports a thick mustache and beard and holds a tray with fruit, including apples and bananas. Both are positioned indoors against red lacquered walls with white lattice windows. The lighting is soft and even, highlighting the rich textures of their garments and the detailed architecture surrounding them.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_ddc4ee429021570696b60649686892d3",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_ddc4ee429021570696b60649686892d3"
+  },
+  {
+    "instance_id": "mem_openhumanvid_817969e50ee353b7ce1f00aac13da122",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/817969e50ee353b7ce1f00aac13da122.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late 30s to early 40s sits in the foreground, facing slightly right. He has short, dark brown hair with a neat tapered cut and a light mustache. His expression is serious, brows furrowed, mouth slightly open. He wears a black zip-up jacket with red accents on the collar and inner lining over an unbuttoned light blue collared shirt. No accessories are visible. His elbows rest forward, posture engaged. The background is softly blurred—warm wooden tones, indistinct chairs, ambient lighting casting soft shadows.",
+          "The man shifts his weight, leaning back slightly before pushing himself up from the surface. He turns toward the left side of the frame, stepping forward with purpose. His jacket moves with him, revealing more of the red lining as he begins to walk past a large stone pillar that starts to block his form.",
+          "The pillar now fully obscures the man. Only the warm, softly lit interior remains—wooden paneling, muted café-style seating, and dim overhead lights casting gentle glows. The space feels quiet, still, untouched by motion. No trace of the man is visible; the environment stands alone in calm stillness.",
+          "From behind the pillar’s right edge, a sliver of black jacket appears, followed by the curve of his shoulder. The red accent along the collar peeks into view. His movement is steady, deliberate. He steps further into frame, half-visible now, the light catching the edge of his dark hair and the faint outline of his mustache.",
+          "The man is fully back in frame, seated again in the same position as before. His short dark brown hair, light mustache, and serious expression remain unchanged. He wears the black zip-up jacket with red accents and the unbuttoned light blue shirt. No accessories. Elbows rest forward, posture engaged. The background remains softly blurred, warm and still. He is stationary, exactly as in the beginning."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When the man turns back to face the camera after walking away, does he still have short dark hair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main body of the jacket worn by the man?",
+          "options": [
+            "A. Black",
+            "B. Red",
+            "C. Orange",
+            "D. Blue"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing white earphones both before and after turning around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the color of the sleeves on the man's jacket?",
+          "options": [
+            "A. Red",
+            "B. Black",
+            "C. White",
+            "D. Gray"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression change from serious to smiling when he turns back to face the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single adult male, appearing to be in his late 30s to early 40s, is seated in the foreground of the frame, facing slightly to the right. He has short, dark brown hair with a neat, tapered cut and a light mustache. His facial expression is serious, with furrowed brows and a slightly open mouth as if mid-speech or contemplation. He wears a black zip-up jacket with red accents along the collar and inner lining, over a light blue collared shirt that remains unbuttoned at the top. No visible accessories such as glasses, jewelry, or hats are present. His posture is leaned forward, elbows resting on an unseen surface, suggesting engagement in conversation or deep thought. The background is softly blurred, indicating an indoor setting with warm wooden tones, possibly a café or office lounge, featuring indistinct chairs and ambient lighting that casts soft shadows across his face.",
+      "exit_plan": {
+        "exit": "steps behind a large foreground object (pillar, wall, or vehicle) blocking the view entirely",
+        "return": "emerges from the other side of the occluding object"
+      }
+    },
+    "task_id": "mem_openhumanvid_817969e50ee353b7ce1f00aac13da122",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_817969e50ee353b7ce1f00aac13da122"
+  },
+  {
+    "instance_id": "mem_openhumanvid_27dbb2a1fbe651997d8b80c4f8ba1db8",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/27dbb2a1fbe651997d8b80c4f8ba1db8.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman in her late 40s or early 50s sits centered on a couch, her short dark black bob neatly styled with a straight fringe. She wears a vibrant royal blue long-sleeved sweater with wide sleeves, loose cream-colored pants, and a thin black bracelet on her left wrist. Her hands rest gently around a small white cup in her lap. She gazes off-frame with a contemplative expression, framed by two dark gray pillows and one orange floral throw pillow. Behind her, a modern kitchen glows softly under warm evening light.",
+          "The woman slowly shifts her posture, turning her upper body to the right. Her hands lift the white cup slightly as she rises from the couch. Her movement is deliberate and quiet, her blue sweater draping over her arms as she begins to walk toward the corner of the room. Only her back and part of her profile remain visible as she moves out of frame.",
+          "The couch remains empty, the two dark gray pillows and the patterned orange throw pillow undisturbed. The kitchen behind—wooden cabinets, stainless steel appliances, a toaster, paper bags, and stacked containers—is still bathed in soft, warm light. No motion, no sound. The space feels quiet and expectant.",
+          "A figure emerges from the same corner, rounding into view. The woman’s silhouette appears first, then her royal blue sweater, the wide sleeves catching the light. Her short black hair and straight fringe become visible as she steps forward, her hands once again cradling the small white cup. She walks steadily, partially framed by the edge of the couch.",
+          "The woman is now fully in frame, seated once more on the couch in the exact same position. Her short dark black bob, straight fringe, and relaxed posture are unchanged. She wears the vibrant royal blue sweater, cream pants, and the thin black bracelet on her left wrist. Her hands hold the white cup in her lap, and she faces slightly to her right, gazing off-frame with the same contemplative expression. The scene is still, complete, and identical to the beginning."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman in the blue sweater maintain the same hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the woman's pants?",
+          "options": [
+            "A. Blue",
+            "B. White",
+            "C. Black",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the silver bracelet visible on the woman's left wrist both before and after the man sits down?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What item is the woman holding in her hands?",
+          "options": [
+            "A. A book",
+            "B. A phone",
+            "C. A small white cup",
+            "D. A remote control"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's facial expression remain neutral throughout the interaction with the man?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single adult woman, appearing to be in her late 40s or early 50s, sits centered in the frame on a couch. She has short, dark black hair styled in a neat bob with a straight fringe. Her build is slender and she maintains an upright posture with hands gently clasped around a small white cup held in her lap. She wears a vibrant royal blue long-sleeved sweater with a relaxed fit and wide sleeves, paired with loose-fitting cream-colored pants. No visible jewelry or accessories adorn her, though a thin black bracelet is noticeable on her left wrist. The background reveals a modern kitchen with wooden cabinets, stainless steel appliances, and various items such as a toaster, paper bags, and stacked containers. The lighting is soft and warm, suggesting indoor evening illumination. She faces slightly to her right, gazing off-frame with a contemplative expression, seated between two dark gray pillows and one patterned orange throw pillow featuring floral and paisley designs.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_27dbb2a1fbe651997d8b80c4f8ba1db8",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_27dbb2a1fbe651997d8b80c4f8ba1db8"
+  },
+  {
+    "instance_id": "mem_openhumanvid_27a4f86d1261e7f67c5d08604dfc5aa7",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/27a4f86d1261e7f67c5d08604dfc5aa7.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Two women sit on low stone benches in a sunlit garden. The woman on the left, in her late 60s or early 70s, wears a mustard-yellow sleeveless vest with dark trim over a green patterned blouse and a dark gray skirt. Her short, neatly styled gray hair frames her face, and a thin bracelet glints on her left wrist. The woman on the right, in her 40s or 50s, has shoulder-length dark brown hair and is draped in a red-and-brown plaid shawl over a navy blue top and light blue skirt. A silver outdoor faucet blurs in the foreground, while potted plants, a wooden fence, and a green rain barrel form a rustic backdrop under natural daylight.",
+          "The woman on the right slowly rises from her bench, turning toward the right side of the frame. Her plaid shawl drapes over her shoulders as she steps forward, her navy blue top and light blue skirt swaying slightly. She moves past the edge of the frame, her body partially obscured by the stone bench as she begins to exit.",
+          "The garden remains still. The stone benches sit empty beneath dappled sunlight. The silver faucet gleams softly in the foreground, while potted plants sway gently in the breeze. The wooden fence and green rain barrel stand unchanged, framed by lush foliage and warm daylight. No trace of movement remains.",
+          "A figure reappears from the right, rounding the same corner. The woman’s plaid shawl comes into view first, followed by the curve of her shoulder and the navy blue top beneath. Her light blue skirt peeks into the frame as she steps forward, moving steadily back into the scene.",
+          "The woman is now fully visible, seated again on the stone bench. Her shoulder-length dark brown hair falls naturally, the red-and-brown plaid shawl draped over her shoulders, navy blue top and light blue skirt unchanged. She sits slightly turned toward her companion, hands resting calmly. The garden remains serene, bathed in daylight, with no sign of movement—only stillness and continuity."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the elderly woman's hair color remain gray throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the dominant color of the vest worn by the elderly woman?",
+          "options": [
+            "A. Green",
+            "B. Yellow",
+            "C. Red",
+            "D. Blue"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the elderly woman wearing any visible jewelry other than the bracelet on her left wrist?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of pants is the elderly woman wearing?",
+          "options": [
+            "A. Skinny jeans",
+            "B. Wide-leg pants",
+            "C. Shorts",
+            "D. Capris"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the elderly woman maintain a consistent smiling expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two women are seated outdoors in a garden-like setting, engaged in conversation. The woman on the left appears to be in her late 60s or early 70s; she has short, neatly styled gray hair and wears a mustard-yellow sleeveless vest with dark trim over a green patterned blouse and dark gray skirt. Her hands rest on her lap, and she wears a thin bracelet on her left wrist. The woman on the right, likely in her 40s or 50s, has shoulder-length dark brown hair and is draped in a red-and-brown plaid shawl over a navy blue top and light blue skirt. She sits slightly turned toward the other woman. Both are seated on low stone benches. In the foreground, a silver outdoor faucet is visible, partially out of focus. Behind them, a wooden fence, green rain barrel, and potted plants create a rustic backdrop under natural daylight.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_27a4f86d1261e7f67c5d08604dfc5aa7",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_27a4f86d1261e7f67c5d08604dfc5aa7"
+  },
+  {
+    "instance_id": "mem_openhumanvid_f602b4424ba5b3da8a2e62b38655abf1",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/f602b4424ba5b3da8a2e62b38655abf1.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A single adult male, late twenties or early thirties, stands in profile facing left, his medium-length dark brown hair neatly styled with a slight wave. He has a full, well-groomed beard and mustache, olive-toned skin, and a focused expression. Dressed in a dark woolen collared shirt with cream inner lining at the collar and cuffs, he holds a green smartphone to his right ear, illuminated by dim, warm light. Behind him, a green-framed doorway opens into a softly lit interior, flanked by a wooden wall with faint graffiti.",
+          "The man begins to walk steadily toward the right, his body angled slightly forward as he moves out of frame. His right hand remains raised, still holding the phone to his ear, while his dark shirt sways gently with each step. The edge of his shoulder and arm fade from view, leaving only the warmth of the light and the texture of the wooden wall behind.",
+          "The frame is now empty—no trace of the man remains. Only the dimly lit environment persists: the green-framed doorway glows softly, casting subtle shadows across the weathered wooden wall. Faint graffiti lingers in the background, untouched by movement. The warm ambient light pools quietly, filling the space where he once stood.",
+          "From the left side of the frame, the man re-emerges, stepping slowly into view. His dark woolen shirt and cream-lined collar become visible first, followed by the side of his face, still bearing the same intense expression. His right hand lifts the green smartphone to his ear once more, the motion deliberate and familiar.",
+          "The man is fully back in frame, standing in the same position as before—profile facing left, eyes focused, expression unchanged. His dark brown hair, neatly waved, frames his face; his full beard and mustache are pristine. He wears the same dark woolen shirt with cream lining at collar and cuffs, holding the green smartphone to his ear. The scene is identical to the beginning—stationary, complete, and vivid."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's facial hair (beard and mustache) remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the smartphone the man is holding?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. Silver",
+            "D. Black"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's forehead abrasion visible in all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of jacket is the man wearing?",
+          "options": [
+            "A. Leather",
+            "B. Plaid with fleece collar",
+            "C. Denim",
+            "D. Hoodie"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man maintain the same posture and position relative to the camera throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single adult male, appearing to be in his late twenties or early thirties, is captured in profile view, facing left. He has medium-length dark brown hair styled neatly with a slight wave, and a full beard and mustache that are well-groomed. His complexion is olive-toned, and he has a focused, intense expression. He wears a dark-colored, possibly woolen, collared shirt with a light beige or cream inner lining visible at the collar and cuffs, suggesting a layered outfit. He holds a green smartphone to his right ear with his right hand, indicating he is engaged in a phone call. The lighting is dim and warm, casting soft shadows on his face, with a green-framed doorway behind him leading into a softly lit interior space. The background includes a wooden wall with indistinct markings or graffiti, contributing to a rustic, possibly urban environment. He stands close to the frame's right edge, slightly angled toward the viewer, emphasizing his engagement in the conversation.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_f602b4424ba5b3da8a2e62b38655abf1",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_f602b4424ba5b3da8a2e62b38655abf1"
+  },
+  {
+    "instance_id": "mem_openhumanvid_0391393396ef5ba1c50fce444003a632",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/0391393396ef5ba1c50fce444003a632.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A dimly lit urban street from the early 20th century unfolds, with brick buildings and awnings casting long shadows. In the foreground, a man stands facing away, wearing a dark gray fedora, a high-collared dark overcoat, and sturdy boots. His posture is upright, exuding authority. To his right, another man in a light gray pinstriped suit, white shirt, dark tie, and matching fedora stares forward with a serious expression.",
+          "The man in the dark overcoat begins to walk steadily toward the left edge of the frame, his shoulders squared and movements deliberate. His fedora casts a shadow over his neck as he moves, the overcoat brushing against his legs. He is partially visible, his form fading into the alley’s gloom as he approaches the edge.",
+          "The figure has fully exited the frame, leaving only the tense atmosphere behind. The vintage black police car remains parked under the streetlamp, its \"POLICE\" insignia faintly glowing. The second man stands motionless, eyes fixed ahead. Brick walls, awnings, and a distant officer near the left edge anchor the scene in quiet suspense.",
+          "From the right side of the frame, a silhouette emerges—dark coat and fedora first, then the steady stride of heavy boots on pavement. The man re-enters slowly, his back still turned, the collar of his overcoat rising slightly in the cool air. Only half of him is visible, but his presence commands attention.",
+          "The man is now fully back in frame, standing upright and stationary. He wears the same dark gray fedora, high-collared dark overcoat, and sturdy boots as before. His posture is firm, his silhouette unchanged. The lighting highlights the texture of his clothing and the sharp lines of his silhouette, confirming every detail matches the initial moment exactly."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When the man in the gray suit turns back to face the camera after walking away, does he still have the same dark mustache?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the fedora hat worn by the main person in the video?",
+          "options": [
+            "A. Black",
+            "B. Dark Brown",
+            "C. Beige",
+            "D. Gray"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's pocket square visible both before and after he turns around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of vehicle is parked in the background behind the man?",
+          "options": [
+            "A. Motorcycle",
+            "B. Vintage car",
+            "C. Truck",
+            "D. Bicycle"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man continue to hold the small dark object in his hand after turning around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two men in a dimly lit urban street scene, likely from the early to mid-20th century. The man in the foreground, seen from behind, is wearing a dark gray fedora and a dark overcoat with a high collar, suggesting a formal or authoritative role. His build appears sturdy, and his posture is upright, facing the second man. The second man, positioned slightly to the right and facing forward, is approximately middle-aged, with short dark hair, a mustache, and a sharp jawline. He wears a light gray pinstriped suit with a white dress shirt, dark tie, and matching fedora, complemented by a pocket square. His expression is serious and observant. In the background, a vintage black police car with \"POLICE\" written on the hood is visible, along with brick buildings, awnings, and another officer in uniform near the left edge. The lighting is subdued, casting shadows and contributing to a tense, cinematic atmosphere.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_0391393396ef5ba1c50fce444003a632",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_0391393396ef5ba1c50fce444003a632"
+  },
+  {
+    "instance_id": "mem_openhumanvid_7c5301bbf87582fa8317efa8de3a3bbb",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/7c5301bbf87582fa8317efa8de3a3bbb.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Five adults stand in a wood-paneled room adorned with framed paintings. On the far left, a woman in a red blazer over a dark top, long straight dark hair, large dangling earrings, and arms crossed faces right. Beside her, a man in a gray suit, white shirt, black tie, short dark hair, and beard stares ahead. In center, a woman in a white collared shirt and black sleeveless vest, long dark hair pulled back, stands upright. To her right, a woman in a yellow top, brown ponytail, gold hoop earrings, holds a black clutch. On the far right, a woman in a bright pink blazer with a gold button, dark hair tied back, pearl-like earrings, grips a dark tablet case. Soft lighting illuminates their faces clearly.",
+          "The woman in the red blazer begins to turn toward the right side of the frame, her arms still crossed. Her long dark hair sways slightly as she pivots, her profile now visible. She steps forward, moving past the man in the gray suit, her body partially obscured by the edge of the frame as she approaches the corner.",
+          "The corner of the wood-paneled room remains empty. Framed paintings hang on the walls, softly lit by ambient light. The polished wooden floor reflects subtle shadows. No movement is visible; the space feels still and quiet, awaiting return.",
+          "A figure emerges from the right corner, stepping slowly into view. The silhouette reveals the red blazer first, then the dark top beneath. Long straight hair flows down her back, and one dangling earring catches the light. Her arms remain crossed as she advances, half-visible, re-entering the scene.",
+          "The woman in the red blazer stands fully in frame, arms crossed, facing right. Her long dark hair is straight, large dangling earrings glint, and her slim build is clear. She wears the same dark top under the red blazer. Her appearance matches exactly as before—no change. She stands still, centered in the elegant room, illuminated by soft, even light."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman in the red blazer have the same hairstyle when she turns back to face the camera after walking away?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the earrings worn by the woman in the red blazer?",
+          "options": [
+            "A. Gold",
+            "B. Silver",
+            "C. Black",
+            "D. Pink"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman in the red blazer wearing the same silver earrings both before and after turning around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the main color of the blazer worn by the woman in focus?",
+          "options": [
+            "A. Blue",
+            "B. Red",
+            "C. Yellow",
+            "D. Pink"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman in the red blazer maintain her crossed-arm posture throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Five individuals are present in the frame, appearing to be adults in their late twenties to forties, with three women and two men. The woman on the far left wears a red blazer over a dark top, her arms crossed, with long, dark hair styled straight and large dangling earrings; she has a slim build and is facing right. Next to her, a man in a gray suit, white shirt, and black tie has short dark hair, a beard, and a serious expression. In the center, a woman in a white collared shirt under a black sleeveless vest has long dark hair pulled back, standing upright. To her right, another woman in a yellow top holds a black clutch, her brown hair in a ponytail, wearing gold hoop earrings. On the far right, a woman in a bright pink blazer with a gold button holds a dark tablet case, her dark hair tied back, wearing pearl-like earrings. They stand in a wood-paneled room with framed paintings, suggesting an elegant or formal interior. Lighting is soft and even, illuminating faces clearly.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_7c5301bbf87582fa8317efa8de3a3bbb",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_7c5301bbf87582fa8317efa8de3a3bbb"
+  },
+  {
+    "instance_id": "mem_openhumanvid_a2d62d233722f264ccd7762776750def",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/a2d62d233722f264ccd7762776750def.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman with long, straight dark brown hair stands centered in the frame, wearing a coral-colored, long-sleeved button-up jacket over a darker top. She holds a large, light blue cartoon-style watering can with both hands, her posture upright and face lifted upward in a gentle smile. Behind her, a man with short dark hair wears a colorful knit sweater with horizontal bands of gray, blue, green, pink, and red, his left arm resting warmly around her shoulder. They stand against a soft pink backdrop adorned with animated hearts and a partial sun illustration.",
+          "The woman begins to walk steadily toward the left side of the frame, her movements smooth and deliberate. The watering can swings slightly with each step, her coral jacket flowing gently. Her head remains tilted upward, smiling softly, as she moves out of view, leaving only part of her torso and arm visible at the edge of the frame.",
+          "The frame is now empty of people. The soft pink backdrop remains, decorated with floating animated hearts and the half-visible sun illustration. The lighting stays bright and even, highlighting the studio’s clean aesthetic. The space feels still and quiet, awaiting the return of movement.",
+          "From the right side of the frame, the woman re-enters, stepping into view with measured grace. Only her right shoulder and arm are visible at first, the coral jacket catching the light. She carries the same light blue cartoon watering can, its handle appearing as she continues forward, her long dark hair brushing past her shoulders.",
+          "The woman is fully back in frame, standing in the same position as before. Her long, straight dark brown hair flows naturally, the coral-colored jacket neatly buttoned over her darker top. She holds the light blue cartoon watering can with both hands, her gaze lifted upward in a gentle smile. Behind her, the man remains, his arm still around her shoulder, wearing the colorful knit sweater with abstract patterns. The scene is unchanged, complete, and still."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "In the wide group shot, does the man wearing the multicolored sweater maintain the same hairstyle as in the initial close-up?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the sweater worn by the main male figure in both the close-up and group shots?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. Rainbow-striped",
+            "D. White"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman in the orange coat still holding the white watering can prop in the wide group shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How many people are clearly identifiable as the original couple (man in colorful sweater and woman in orange coat) in the wide group shot?",
+          "options": [
+            "A. 0",
+            "B. 1",
+            "C. 2",
+            "D. Cannot be determined"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression remain consistently cheerful across both the close-up and group shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, a woman and a man, both appearing to be in their late 30s to early 40s. The woman has long, straight dark brown hair and is wearing a coral-colored, long-sleeved button-up jacket over a darker top. She holds a large, light blue cartoon-style watering can prop with both hands, positioned slightly in front of her. Her posture is upright, and she is looking upward with a gentle smile. The man stands behind her, slightly to the right, with short dark hair and a warm expression. He wears a colorful knit sweater with horizontal bands of gray, blue, green, pink, and red, featuring abstract shapes. He has his left arm around her shoulder. They are standing against a soft pink backdrop adorned with animated hearts and a partial sun illustration. The lighting is bright and even, suggesting a studio setting. Chinese subtitles appear at the bottom of the frame.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_a2d62d233722f264ccd7762776750def",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_a2d62d233722f264ccd7762776750def"
+  },
+  {
+    "instance_id": "mem_openhumanvid_50d715c4d908df0d100ed558c05935da",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/50d715c4d908df0d100ed558c05935da.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman in her late twenties or early thirties stands slightly left of center, wearing a dark blue saree adorned with gold polka dots and an intricately embroidered border, draped over a vibrant green short-sleeved blouse. Her long black hair is loosely tied back, framing her face. She wears delicate gold earrings and a thin necklace, standing in soft natural light that filters through an open doorway in a traditional Indian home.",
+          "The woman begins to walk forward, turning slightly toward the right side of the frame as she moves toward a staircase leading upward. Her saree flows gently with each step, catching the sunlight. Her expression remains calm, and only her upper body is visible as she ascends, gradually disappearing from view.",
+          "The staircase now dominates the frame, its wooden steps rising into shadowed silence. Sunlight streams across the polished floor, illuminating patterned curtains and green wooden doors in the background. The room feels still and quiet, bathed in golden light, with no trace of the woman remaining.",
+          "From the top of the frame, a figure descends slowly into view—her silhouette emerging first, then the edge of her dark blue saree with gold polka dots. Her feet appear on the lower steps, followed by her legs and torso, moving steadily downward as she returns to the sunlit space.",
+          "The woman is now fully visible again, standing in the same position as before—dark blue saree with gold polka dots, green blouse, long black hair tied back, gold earrings and delicate necklace gleaming. Her posture is relaxed, facing forward, stationary, and perfectly matched to her original appearance in the scene."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hairstyle (long dark hair tied back) remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the blouse worn by the woman?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. Black",
+            "D. White"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the woman's gold earrings visible in all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What accessory is consistently visible on the woman's left wrist?",
+          "options": [
+            "A. Silver watch",
+            "B. Beaded bracelet",
+            "C. Gold bangle",
+            "D. None of the above"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman maintain eye contact with the man while looking at him?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features three individuals in a domestic interior setting. In the foreground, a woman in her late twenties or early thirties stands slightly left of center, wearing a dark blue saree with gold polka dots and a matching embroidered border, draped over a green short-sleeved blouse. Her hair is long, black, and tied back loosely. She wears gold earrings and a delicate necklace. A man in his late twenties or early thirties stands to her right, facing her, dressed in a plain white long-sleeve kurta with rolled-up sleeves; he has dark hair, a mustache, and wears a wristwatch on his left hand. Behind them, a third person, partially obscured, appears to be an older man in a brown suit walking away. The scene is set in a sunlit room with green wooden doors and patterned curtains, suggesting a traditional Indian home. Natural light filters through an open doorway, illuminating the figures softly.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_50d715c4d908df0d100ed558c05935da",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_50d715c4d908df0d100ed558c05935da"
+  },
+  {
+    "instance_id": "mem_openhumanvid_66df359de69304827ac8c906e3bcd858",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/66df359de69304827ac8c906e3bcd858.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Inside a serene traditional Japanese room with wooden beams and shoji screens, four adults stand in quiet stillness. The man on the far left wears a gray suit jacket over a white shirt, blue patterned tie, and round wire-rimmed glasses; his short black hair grays at the sides. He holds a dark-bound book, eyes focused, posture composed.",
+          "The man begins to move steadily toward the left, stepping forward with deliberate calm. His gray jacket sways slightly as he walks, the book held close to his chest. His glasses catch the soft light as he exits, half his form now obscured by the edge of the frame.",
+          "The room remains still—wooden beams stretch overhead, paper walls glow softly in natural light filtering through the glass door. Shoji screens cast delicate shadows. No figure is visible; only the quiet elegance of the space lingers, untouched and tranquil.",
+          "A faint movement stirs at the right edge of the frame. The man re-enters, emerging slowly from the side. Only his shoulder and part of his gray jacket are visible, the dark-bound book just peeking into view as he steps back into the room.",
+          "The man stands fully in frame once more, exactly as before: gray suit jacket, white shirt, blue patterned tie, round wire-rimmed glasses, short black hair with graying sides. He holds the dark-bound book firmly, posture steady, gaze calm—identical to the first moment, motionless and complete."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the black coat maintain the same hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt visible under the man's black coat?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. White",
+            "D. Gray"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "When the man looks down at 3 seconds, does his face become partially obscured?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How many times does the man in the black coat turn his head during the video?",
+          "options": [
+            "A. Once",
+            "B. Twice",
+            "C. Three times",
+            "D. Four times"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the man in the black coat consistently wearing the same white shirt under his coat throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Four individuals are present in the scene, appearing to be adults in their 40s to 60s, with three men and one woman. The man on the far left wears a gray suit jacket over a white shirt and blue patterned tie, paired with round wire-rimmed glasses; he has short black hair with graying sides and is holding a dark-bound book. Behind him, a second man in a dark coat over a black turtleneck has short dark hair and a serious expression. To his right, a third man in a dark navy coat over a light blue shirt has short black hair and looks upward toward the woman. The woman stands near a glass door, wearing a thick gray knit cardigan with black zigzag patterns, a black scarf, and short dark hair styled neatly. She holds a small object in her hand. They are inside a traditional Japanese-style room with wooden beams, shoji screens, and paper walls. Natural light filters through the glass, illuminating the interior.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_66df359de69304827ac8c906e3bcd858",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_66df359de69304827ac8c906e3bcd858"
+  },
+  {
+    "instance_id": "mem_openhumanvid_578d8af5881bc33062dd34c2f7f163a4",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/578d8af5881bc33062dd34c2f7f163a4.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A middle-aged individual stands near the right side of a quiet suburban street, partially hidden by a white building and wooden gate. They wear a dark short-sleeved shirt, light gray pants, and a beige cap that obscures their hair. A small dark shoulder bag crosses their torso. The person faces slightly away, standing upright on the curb under bright midday sunlight.",
+          "The person begins to move forward, stepping toward the upper edge of the frame. Their posture remains upright as they walk along the sidewalk, passing behind the gate and ascending a gentle ramp. Only their lower body is visible now, with the dark bag shifting slightly as they rise out of view.",
+          "The scene remains still—no trace of the person. The quiet residential street stretches beneath a clear sky, flanked by low-rise houses and greenery. Power lines crisscross above, and the wooden gate stands motionless. Sunlight bathes the pavement evenly, casting soft shadows from the trees lining the sidewalk.",
+          "From the top of the frame, a figure begins to descend. A glimpse of the light-colored cap appears first, followed by the dark shoulder bag and the top of the short-sleeved shirt. The person moves slowly down the ramp, re-entering the frame from above, partially obscured by the building’s edge.",
+          "The person is now fully visible again, standing in the same position as before. They wear the same dark short-sleeved shirt, light gray pants, and beige cap, with the dark shoulder bag slung across their torso. Their hair remains hidden, and they stand upright, facing slightly away from the camera, perfectly matching their earlier appearance."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When the woman turns back to face the camera after walking away, does her hair remain in a low ponytail?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by the main person in the video?",
+          "options": [
+            "A. Black",
+            "B. Dark Blue",
+            "C. Gray",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the dark gray crossbody bag visible on the woman's shoulder both before and after she turns around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What accessory is visible in the woman's left ear?",
+          "options": [
+            "A. Earring",
+            "B. Headband",
+            "C. Hair clip",
+            "D. Sunglasses"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's facial expression change from neutral to smiling when she turns back to face the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single individual, appearing to be a middle-aged adult of indeterminate gender, stands near the right side of a quiet residential street, partially obscured by a white building and a wooden gate. They are dressed in a dark-colored short-sleeved shirt and light gray pants, with no visible patterns or logos. The person wears a light-colored cap, possibly beige or off-white, and carries a small dark shoulder bag slung across their torso. Their hair is not clearly visible due to the cap and angle. They appear to have a medium build and stand upright, facing slightly away from the camera toward the center of the road. The environment is a suburban neighborhood with low-rise houses, greenery along the sidewalks, overhead power lines, and a clear sky suggesting daytime. Lighting is natural and even, indicating midday. The person is positioned near the curb, close to a sidewalk that runs parallel to the asphalt road.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_578d8af5881bc33062dd34c2f7f163a4",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_578d8af5881bc33062dd34c2f7f163a4"
+  },
+  {
+    "instance_id": "mem_openhumanvid_086c90725c554e8b86dcbe57f633a054",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/086c90725c554e8b86dcbe57f633a054.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late 30s to early 40s stands still, facing slightly right but gazing directly at the camera with a serious expression. He has shoulder-length, dark brown hair tousled across his forehead, wearing a light off-white traditional robe of soft cotton or linen with a high collar, loosely draped. The dimly lit room behind him features blurred wooden elements and faint red drapery.",
+          "The man begins to move upward, stepping onto a narrow staircase that ascends from the lower frame toward the top. His body tilts forward slightly as he climbs, one foot after another, his robe flowing gently with each step. Only his torso and legs remain visible as he rises into the upper portion of the frame.",
+          "The staircase is now empty. The dim interior remains unchanged—soft shadows cast across worn wooden steps, faint red drapery hanging in the background, and muted tones dominating the space. A quiet stillness fills the air, with only the lingering impression of movement in the emptiness.",
+          "From the top edge of the frame, a silhouette descends slowly. The man reappears, feet first, descending the same staircase. His robe sways slightly as he moves downward, his form gradually becoming clearer. The upper half of his body emerges, still partially obscured by shadow.",
+          "The man is fully back in frame, standing upright and motionless. He wears the same light off-white traditional robe with a high collar, made of soft cotton or linen. His shoulder-length dark brown hair falls across his forehead, tousled yet neat. No accessories are visible. He looks directly at the viewer with the same intense focus as before."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hair color remain consistently dark throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the robe worn by the man in the video?",
+          "options": [
+            "A. Red",
+            "B. Blue",
+            "C. White",
+            "D. Black"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's facial expression consistent across all frames, showing no significant changes?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the man's gaze change over time in the video?",
+          "options": [
+            "A. He looks directly at the camera throughout",
+            "B. He looks to his left and then back to the center",
+            "C. He looks to his right and then back to the center",
+            "D. His gaze remains unfocused and blurry"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's robe appear to have any visible patterns or logos?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features a single male individual, appearing to be in his late 30s to early 40s, with a medium build and a serious expression. He has shoulder-length, dark brown hair styled in a slightly tousled manner, with strands falling across his forehead. He is wearing a light-colored, possibly off-white or pale gray, traditional-style robe made of a soft, textured fabric that suggests cotton or linen; the garment has a high collar and appears loosely draped. No visible accessories such as jewelry, glasses, or hats are present. His posture is upright, and he is seated or standing close to the camera, facing slightly to the right but looking directly toward the viewer with intense focus. The background is dimly lit and blurred, suggesting an indoor setting with muted tones—possibly a room with wooden elements and faint red drapery. A partial silhouette of another figure is visible in the foreground on the right, out of focus.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_086c90725c554e8b86dcbe57f633a054",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_086c90725c554e8b86dcbe57f633a054"
+  },
+  {
+    "instance_id": "mem_openhumanvid_e4c28c91618e764bd2ac38b7660f8755",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/e4c28c91618e764bd2ac38b7660f8755.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A middle-aged man stands centered in a sun-dappled grassy field, his fair complexion framed by light brown hair receding at the temples and a neatly trimmed reddish-brown beard. He wears a dark gray herringbone wool suit jacket over a white dress shirt with fine vertical stripes, a red silk tie with small white geometric patterns, and a black bowler hat tilted forward. His posture is upright, expression serious, facing slightly right.",
+          "The man begins to walk steadily toward the left, his movements deliberate and unhurried. The bowler hat tilts slightly as he moves, the edge of his suit jacket brushing the frame’s boundary. Only half of his form remains visible, his red tie still prominent against the soft green backdrop as he exits.",
+          "The figure is completely gone. The grassy field stretches into the distance, dotted with blurred trees under a pale, late-afternoon sky. Gentle breezes ripple through the tall grass, casting subtle shadows. No trace of the man remains—only nature, still and quiet, bathed in golden light.",
+          "From the right edge of the frame, the man re-emerges, stepping slowly into view. His black bowler hat appears first, followed by the shoulder of the dark gray herringbone jacket. The red silk tie glints faintly in the sunlight as he continues forward, his presence returning with calm certainty.",
+          "The man is now fully in frame, standing upright and motionless. His light brown hair, receding at the temples, frames a face with a neat reddish-brown beard and mustache. He wears the same dark gray herringbone suit, white striped shirt, red patterned tie, and black bowler hat, identical to before. The scene holds still, complete."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's reddish-brown beard remain visible and consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of hat is worn by the main person in the video?",
+          "options": [
+            "A. Fedora",
+            "B. Bowler",
+            "C. Top hat",
+            "D. Trilby"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's red patterned tie consistently visible and unchanged in design throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What color is the man's suit jacket?",
+          "options": [
+            "A. Black",
+            "B. Dark gray",
+            "C. Charcoal",
+            "D. Navy"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man maintain eye contact with the other person (partially visible on the left) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, with one prominently in the foreground and the other partially visible on the left edge. The central figure is a middle-aged man with a fair complexion, light brown hair receding at the temples, and a neatly trimmed reddish-brown beard and mustache. He wears a dark gray herringbone-patterned wool suit jacket over a white dress shirt with fine vertical stripes, paired with a red silk tie adorned with small white geometric patterns. A black bowler hat sits atop his head, slightly tilted forward. His posture is upright, facing slightly to the right of the frame, with a serious expression. The second person, only partially seen, appears to wear a similar dark hat and coat. They stand outdoors in a grassy field with blurred trees and a pale sky in the background, suggesting late afternoon lighting with soft natural illumination.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_e4c28c91618e764bd2ac38b7660f8755",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_e4c28c91618e764bd2ac38b7660f8755"
+  },
+  {
+    "instance_id": "mem_openhumanvid_e5b327777026e9558f364e3e23c4b45e",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/e5b327777026e9558f364e3e23c4b45e.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man and woman lie side by side on a bed with a deep green tufted headboard. The man wears an unbuttoned blue and white vertically striped pajama shirt, soft fabric draping over his chest, a silver button gleaming near the collar. He has short dark brown hair, light stubble, eyes closed in calm repose. The woman rests her head on his chest, blonde hair loosely framing her face, bare shoulders suggesting a nightgown, lips slightly parted in peaceful sleep.",
+          "The man slowly lifts his head, eyes still closed, and begins to sit up. His movements are deliberate, arms rising gently as he shifts weight toward the left side of the frame. The striped pajama shirt sways softly with his motion. His body gradually exits leftward, only his shoulder and arm remaining visible as he slips out of view.",
+          "The bed remains undisturbed, the green tufted headboard prominent under dim ambient light. The white pillow lies untouched beside the empty space where the woman’s head rested. Her blonde hair is no longer visible. The quiet room holds stillness, shadows deepening in the corners, only the soft texture of bedding and fabric catching faint glimmers.",
+          "From the right edge of the frame, a hand reappears—pale, relaxed—followed by the man’s torso as he steps back into view. The blue and white striped pajama shirt comes into focus, its fabric softly creased. His dark brown hair falls slightly forward as he leans forward, one knee bending as he settles back onto the bed.",
+          "The man is fully back in frame, lying on his back again, eyes closed, expression serene. His unbuttoned blue and white striped pajama shirt rests exactly as before, silver button gleaming near the collar. Short dark brown hair, light stubble, and the same relaxed posture match the initial scene perfectly. The woman remains asleep, head on his chest, blonde hair cascading around her shoulders. They are still, together, in quiet intimacy."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hair color remain consistently blonde throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary pattern on the man's pajama shirt?",
+          "options": [
+            "A. Polka dots",
+            "B. Stripes",
+            "C. Floral",
+            "D. Solid color"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the silver circular button visible on the man's pajama shirt throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the woman's facial expression change over time?",
+          "options": [
+            "A. From relaxed to surprised",
+            "B. From neutral to contemplative",
+            "C. From closed eyes to open eyes",
+            "D. From smiling to frowning"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man maintain a consistent sleeping posture throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two people, a man and a woman, both appearing to be in their late 30s to early 40s. The man lies on his back, wearing an unbuttoned blue and white vertically striped pajama shirt made of a soft, lightweight fabric, with a visible silver button near the collar. He has short dark brown hair, a light stubble, and a relaxed facial expression with closed eyes. The woman rests her head on his chest, her blonde hair loosely styled and falling around her shoulders. She is bare-shouldered, suggesting she may be wearing a nightgown or sleepwear not fully visible. Her face shows calmness, with closed eyes and slightly parted lips. They are lying on a large green tufted headboard with deep buttoning, indicating a bed. A white pillow is partially visible behind her. The lighting is soft and dim, suggesting nighttime or low indoor illumination. Both are positioned horizontally across the frame, facing slightly toward each other, conveying intimacy and stillness.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_e5b327777026e9558f364e3e23c4b45e",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_e5b327777026e9558f364e3e23c4b45e"
+  },
+  {
+    "instance_id": "mem_openhumanvid_64347f1fce75e0878848a5bf4d341e88",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/64347f1fce75e0878848a5bf4d341e88.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late twenties to early thirties sits upright at a polished wooden witness stand in a dimly lit courtroom. He has dark brown, neatly styled hair with a side part and a light beard and mustache. He wears a dark navy suit jacket over a light gray dress shirt and a dark tie with diagonal white stripes. A silver microphone with a black foam cover rests before him. Wood-paneled walls, teal curtains, and a leather chair frame the scene.",
+          "The man rises slowly from the witness stand, turning slightly toward the right as he begins ascending a shallow staircase behind him. His posture remains tense, shoulders squared. Only the lower half of his body is visible as he climbs, the suit jacket draping over his back, the striped tie catching faint light.",
+          "The staircase is now empty. The polished wood floor reflects the soft overhead glow. Behind the stand, the leather chair sits untouched. Teal curtains hang still against the paneled walls. The silver microphone stands alone, silent. No movement, no sound—only the quiet weight of the courtroom’s stillness.",
+          "From the top of the staircase, the man descends into view, feet first. His dark suit jacket and striped tie become visible as he steps down. His silhouette emerges gradually, one foot then the other, moving cautiously. The lower half of his face comes into sight—his jawline defined, beard trimmed, expression serious.",
+          "The man is fully seated again at the witness stand, posture upright and composed. His dark brown hair is neatly parted, light beard and mustache intact. He wears the same dark navy suit jacket, light gray shirt, and diagonally striped tie. The silver microphone rests before him. The courtroom remains unchanged—wood panels, teal curtains, leather chair—quiet and expectant."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hairstyle remain consistent throughout her appearance in the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of earrings does the woman wear?",
+          "options": [
+            "A. Large dangling earrings",
+            "B. Hoop earrings",
+            "C. Stud earrings",
+            "D. No earrings"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman wearing the same dark blazer in both shots where she appears?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the color of the woman's top underneath the blazer?",
+          "options": [
+            "A. White",
+            "B. Gray",
+            "C. Black",
+            "D. Blue"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman maintain a similar facial expression (serious/neutral) throughout her appearances?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "One man, appearing to be in his late twenties to early thirties, is seated at a wooden witness stand in what appears to be a courtroom. He has dark brown, neatly styled hair with a side part and a light beard and mustache. He wears a dark navy or black suit jacket over a light gray dress shirt paired with a dark tie featuring diagonal white stripes. His posture is upright yet slightly tense, suggesting attentiveness or concern. A silver microphone with a black foam cover stands directly before him on the polished wooden surface of the stand. The background includes wood-paneled walls, teal-colored curtains, and a leather chair behind him. The lighting is dim but focused, casting soft shadows and highlighting his facial features. He faces forward, likely addressing someone off-camera, possibly a judge or lawyer. No jewelry or additional accessories are visible.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_64347f1fce75e0878848a5bf4d341e88",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_64347f1fce75e0878848a5bf4d341e88"
+  },
+  {
+    "instance_id": "mem_openhumanvid_d6027e88232b88b900db1eeddbd34970",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/d6027e88232b88b900db1eeddbd34970.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman with long, straight black hair parted in the middle sits at a dining table, wearing a pale yellow short-sleeved top with a round neckline made of smooth cotton-blend fabric. She wears a thin gold necklace, her hands clasped together on the table. Her expression shows surprise or concern. Red cocktail glasses, a wine bottle, and a white container rest nearby, while a mannequin in pastel clothing stands in the softly lit background.",
+          "The woman begins to rise from her seat, pushing her chair back slowly. She turns slightly toward the left, her pale yellow top catching the light as she moves. Her hands unclasp and lower to her sides, and her long black hair sways gently. The edge of her shoulder and arm remain visible as she steps out of frame.",
+          "The dining table remains in view, now empty of the woman. The red cocktail glasses, wine bottle, and white container sit undisturbed under soft natural light. The mannequin in pastel clothing stands still near the garment rack. The room feels quiet, unchanged, with no movement or presence.",
+          "From the right side of the frame, the woman’s silhouette emerges—first her shoulder, then her arm, clad in the same pale yellow top. Her long black hair falls forward as she steps into view, her gold necklace glinting faintly. She walks steadily, re-entering the scene with purpose.",
+          "The woman is fully back in frame, seated again at the table, her long black hair neatly parted in the middle. She wears the same pale yellow short-sleeved top and thin gold necklace, her hands now clasped once more. Her expression holds a trace of surprise. The setting remains unchanged, the scene complete and still."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hair color remain consistently dark brown throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the woman's top?",
+          "options": [
+            "A. Light green",
+            "B. Light yellow",
+            "C. White",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the silver necklace visible around the woman's neck in all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What object does the woman hold in her hands during the interaction?",
+          "options": [
+            "A. A spoon",
+            "B. A pen",
+            "C. A small white device",
+            "D. A cup"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman maintain the same posture and position at the table throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two people, a woman and a man, seated at a dining table in what appears to be a domestic or restaurant-like setting. The woman, approximately late 20s to early 30s, has long, straight black hair parted in the middle and is wearing a pale yellow short-sleeved top with a round neckline, made of a smooth, possibly cotton-blend fabric. She wears a thin gold necklace and her hands are clasped together on the table. Her expression is one of surprise or concern. The man, visible only from the back and side, has short black hair and wears an orange polo shirt. On the table are red cocktail glasses, a bottle of wine, and a white container. In the background, a mannequin dressed in pastel clothing stands near a rack of garments, suggesting a boutique or home with a fashion-related theme. The lighting is soft and natural, illuminating the scene evenly.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_d6027e88232b88b900db1eeddbd34970",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_d6027e88232b88b900db1eeddbd34970"
+  },
+  {
+    "instance_id": "mem_openhumanvid_a915db03b6ce7af6024ab2fbaad04e04",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/a915db03b6ce7af6024ab2fbaad04e04.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A solitary figure stands centered in the dim hall, draped in a long, flowing indigo robe with golden embroidery along the sleeves and hem. Their dark hair is tied back in a neat braid adorned with a silver hairpin shaped like a crescent moon. They wear soft leather sandals and carry a lacquered wooden box clasped tightly in both hands, its surface etched with ancient symbols.",
+          "The figure turns slowly, stepping forward with deliberate grace toward the ascending ramp at the far end of the hall. Their robe sways gently with each movement, the box held close to their chest. As they climb, only their lower body remains visible, silhouetted against the flickering candlelight.",
+          "The ramp leads upward into shadowed darkness; the figure has vanished entirely from view. The hall remains still—candles burn steadily, casting dancing shadows on the polished stone floor. The tapestry above the platform glows faintly, untouched by motion or sound.",
+          "From the top edge of the frame, a silhouette descends slowly. The tip of the indigo robe appears first, then the silver hairpin catching a sliver of light. The figure moves down the ramp with measured steps, the lacquered box now visible again, cradled in their arms.",
+          "The person stands fully within the frame once more, centered and still. Their indigo robe, golden embroidery, silver crescent hairpin, and lacquered box are identical to before—every detail unchanged. They face forward, silent, as the candles continue to glow in the quiet hall."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Is the person's hair consistently tied back throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main robe worn by the person?",
+          "options": [
+            "A. Blue",
+            "B. Olive Green",
+            "C. Red",
+            "D. Black"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the person maintain a supine (lying on their back) position throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the lighting change across the different shots of the person?",
+          "options": [
+            "A. It remains consistently dim with candlelight",
+            "B. It becomes brighter as the camera zooms in",
+            "C. It shifts to include more ambient moonlight",
+            "D. It alternates between candlelight and shadow"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are there any visible accessories or props held by the person while they are lying down?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "There are no visible people in the frame. The scene is a dimly lit, spacious interior resembling a traditional or historical hall, possibly of East Asian origin, with dark wooden architecture and lattice windows. Multiple ornate candelabras with lit candles provide the primary light source, casting soft glows on polished stone floors and rich, heavy drapes. A large, framed tapestry hangs on the far wall above an elevated platform with cushioned seating. The environment features symmetrical placement of furniture and decor, including potted plants and intricate metalwork on candle stands. The atmosphere is quiet and still, with no movement or human presence detected. Lighting is low and moody, emphasizing shadows and creating a sense of solemnity or anticipation.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_a915db03b6ce7af6024ab2fbaad04e04",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_a915db03b6ce7af6024ab2fbaad04e04"
+  },
+  {
+    "instance_id": "mem_openhumanvid_9da45b0dda481df321390b359e1a6023",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/9da45b0dda481df321390b359e1a6023.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman stands centered in a sun-dappled garden, wearing a vibrant purple and pink patterned silk robe with a high collar and flowing sleeves. Her dark brown hair is styled in an intricate updo, accented with yellow ribbons, silver star-shaped ornaments, and delicate beads. She wears long star-motif earrings, bright yellow eyeshadow, and defined brows, her expression solemn as she gazes slightly left.",
+          "The woman begins to walk slowly away from the camera, her silhouette receding into the soft greenery. The folds of her silk robe ripple gently with each step, her earrings swaying. Her form grows smaller, partially obscured by foliage, yet her posture remains upright and deliberate as she moves deeper into the background.",
+          "The frame now holds only the tranquil garden—lush green leaves, dappled sunlight filtering through trees, and a faint breeze rustling the plants. The path ahead vanishes into shadowy undergrowth, empty and still, no trace of movement or presence remaining.",
+          "From the far edge of the blurred background, a figure emerges—just the tip of a purple sleeve and a glint of silver catching the light. Slowly, the woman steps forward, her silhouette growing clearer as she walks back toward the camera, the garden framing her return.",
+          "The woman stands fully in frame once more, her vibrant purple and pink patterned silk robe flowing around her, the high collar crisp and elegant. Her dark brown hair remains in its elaborate updo, adorned with yellow ribbons, silver stars, and beads. Her star-shaped earrings dangle, yellow eyeshadow bright, expression steady—identical to before. She stands still, centered, complete."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hairstyle remain the same throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the decorative headband worn by the woman?",
+          "options": [
+            "A. Yellow",
+            "B. Silver",
+            "C. Purple",
+            "D. Gold"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the star-shaped charms on the woman's earrings visible in both frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the woman's top?",
+          "options": [
+            "A. Purple",
+            "B. Pink",
+            "C. White",
+            "D. Blue"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman maintain the same facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two women, both appearing to be in their late twenties or early thirties. The primary subject, positioned centrally, wears a vibrant purple and pink patterned garment with a high collar and flowing fabric, possibly silk, suggesting traditional attire. Her hair is dark brown, styled in an elaborate updo with yellow ribbons and adorned with small silver star-shaped ornaments and beads. She wears long, dangling earrings with star motifs and has bright yellow eyeshadow and defined eyebrows. Her expression is serious, and she faces slightly left, her posture upright. To her right, partially out of focus, another woman is visible, wearing a pink scarf and floral headpiece, facing downward. The background is blurred but suggests an outdoor setting with greenery, likely a garden or forested area, under soft natural lighting.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_9da45b0dda481df321390b359e1a6023",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_9da45b0dda481df321390b359e1a6023"
+  },
+  {
+    "instance_id": "mem_openhumanvid_748077903f9e45d18862c86007a4b65d",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/748077903f9e45d18862c86007a4b65d.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Two women stand side by side in a futuristic setting, bathed in dim red and gray lighting. The woman on the left has fair skin, wavy blonde hair cascading over her shoulders, and wears a deep red, form-fitting dress with long sleeves and a plunging V-neckline. She smiles broadly, wearing bold red lipstick, her right arm raised. The woman on the right has pale, textured skin, dark markings resembling tattoos, elongated cranial horns, and wears a black armored outfit with intricate detailing and raised shoulder pieces. Her left arm is raised, clasping the other’s hand.",
+          "The two women begin to walk slowly backward into the geometrically patterned background, their figures receding deeper into the dimly lit space. The woman in red maintains her smile, her arm still lifted, while the alien-like woman holds her hand tightly. They move steadily, becoming smaller as they retreat toward the shadows.",
+          "The scene is now empty. The red and gray geometric panels dominate the frame, illuminated by faint, pulsing lights. No movement or presence remains—only the quiet, dramatic atmosphere of the futuristic environment echoes in the stillness.",
+          "A faint silhouette emerges from the far background, walking forward through the dim light. The figure grows clearer—two arms raised, one hand grasping the other’s. The woman in red begins to reappear, her flowing blonde hair catching the glow, followed closely by the alien-like woman in black armor.",
+          "The two women are fully back in frame, standing side by side as before. The woman on the left wears the same deep red dress, her blonde curls framing her face, bold red lips smiling, right arm raised. The woman on the right has pale skin, dark markings, cranial horns, and a black armored suit, her left arm linked with the other’s. Both stand still, centered and complete."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the blonde woman maintain her wavy hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the dress worn by the main person in the video?",
+          "options": [
+            "A. Blue",
+            "B. Red",
+            "C. Green",
+            "D. Black"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman's dark red lipstick visible and consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the woman's facial expression change from the beginning to the end of the clip?",
+          "options": [
+            "A. From smiling to serious",
+            "B. From serious to smiling",
+            "C. From neutral to surprised",
+            "D. From happy to angry"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the glowing red diamond pattern in the background remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, both appearing to be adult women. The person on the left has fair skin, blonde wavy hair styled in soft curls around her shoulders, and is wearing a deep red, form-fitting dress with long sleeves and a plunging V-neckline that reveals part of her chest. Her makeup includes bold red lipstick, and she smiles broadly while raising her right arm upward. The person on the right has pale, textured skin with dark markings resembling tattoos or scars, elongated cranial horns, and a distinct alien-like appearance. She wears a black, armored outfit with intricate detailing and raised shoulder pieces, and her left arm is also raised, clasping the other woman’s hand. Both stand side-by-side, facing forward, centered in the frame. The background consists of geometric red and gray panels with dim, dramatic lighting, suggesting a futuristic or theatrical setting.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_748077903f9e45d18862c86007a4b65d",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_748077903f9e45d18862c86007a4b65d"
+  },
+  {
+    "instance_id": "mem_openhumanvid_5612b2e51a7d67f231043ae8676caa42",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/5612b2e51a7d67f231043ae8676caa42.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young woman stands centered in a quiet cemetery, her light reddish-brown hair pulled into a low ponytail secured by a small blue hair tie. She wears a bright turquoise zip-up fleece jacket with yellow trim along the zipper and cuffs, over a red crewneck shirt and a white-and-black grid-patterned top. Her fair skin is dotted with freckles across her nose and cheeks. She is slightly hunched, head bowed, under soft daylight filtering through blurred trees.",
+          "The woman slowly turns and begins walking away from the camera, her steps deliberate and measured. Her turquoise jacket sways gently with each movement as she moves deeper into the rows of weathered gray tombstones. Only her back and shoulders remain visible as she fades into the distance, her silhouette narrowing against the greenery.",
+          "The frame now holds only the stillness of the cemetery—weathered stone markers rise among patches of moss and wild grass. Sunlight dapples the ground through the canopy above, casting long, quiet shadows. No motion, no sound—just the gentle sway of leaves and the lingering presence of emptiness where she once stood.",
+          "From the far background, a faint figure emerges between two tall headstones. It’s the same woman, now approaching slowly toward the camera. Her turquoise jacket becomes distinguishable, followed by the glimpse of her red shirt and grid-patterned top. The blue hair tie catches the light as she draws nearer, barely visible at first.",
+          "The woman stands fully in frame, centered and still, her appearance unchanged. Her light reddish-brown hair is tied back with the small blue hair tie, her turquoise fleece jacket with yellow trim, red crewneck shirt, and white-and-black grid-patterned top all intact. Freckles dot her fair skin as she faces forward, posture slightly hunched, under the soft natural daylight."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the young woman's hair tie appear to be blue throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main jacket worn by the young woman?",
+          "options": [
+            "A. Green",
+            "B. Blue",
+            "C. Yellow",
+            "D. Red"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the yellow stripes on the jacket consistent in their placement and appearance?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What pattern is visible on the shirt underneath the red t-shirt?",
+          "options": [
+            "A. Striped",
+            "B. Checkered",
+            "C. Solid",
+            "D. Polka-dotted"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the young woman maintain a consistent level of emotional expression, appearing sad or distressed throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "One young woman, appearing to be in her late teens or early twenties, is centered in the frame. She has light reddish-brown hair tied back into a low ponytail with a small blue hair tie visible near the base. Her skin is fair with noticeable freckles across her nose and cheeks. She wears a bright turquoise zip-up fleece jacket with yellow trim along the zipper and sleeve cuffs; beneath it, a red crewneck shirt peeks out over a white and black grid-patterned top. No jewelry or accessories are visible. Her posture is slightly hunched forward, head bowed downward, suggesting contemplation or sadness. She stands in an outdoor cemetery, surrounded by weathered gray stone tombstones and greenery under soft natural daylight. Trees form a blurred backdrop, and the lighting indicates daytime with mild shadows.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_5612b2e51a7d67f231043ae8676caa42",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_5612b2e51a7d67f231043ae8676caa42"
+  },
+  {
+    "instance_id": "mem_openhumanvid_a3a683c98240ee5246b7b22b0e64f180",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/a3a683c98240ee5246b7b22b0e64f180.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman in her late twenties to early thirties stands slightly behind a man in a sunlit garden, her long, wavy chestnut-brown hair cascading over her shoulders. She wears a white, lightweight shawl draped loosely around her, holding it gently with her right hand. Her neutral expression and casual elegance contrast with the man’s formal dark suit, white shirt, and black-rimmed glasses.",
+          "The woman begins to step forward and to the right, moving slowly toward a large stone pillar that looms in the foreground. Her shawl shifts with her motion, catching the light as she glides past the edge of the frame, still partially visible, her silhouette fading behind the pillar’s thick base.",
+          "The pillar now fully blocks the view; no part of the woman is visible. Only the lush green foliage sways gently in the breeze, sunlight filtering through the leaves, casting dappled patterns on the stone path and surrounding garden. The scene remains tranquil and undisturbed.",
+          "From behind the pillar, the woman emerges cautiously, her left shoulder first appearing into frame. The white shawl drapes softly over her arm, her chestnut-brown hair flowing as she steps forward. She moves steadily, her presence returning to the serene garden setting.",
+          "The woman is now fully back in frame, standing in the same position as before. Her long, wavy chestnut-brown hair falls naturally, the white shawl wrapped loosely around her shoulders, held gently by her right hand. She faces forward with a neutral expression, exactly as seen initially—still, composed, and present."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hair color remain consistently brown throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the garment wrapped around the woman's shoulders?",
+          "options": [
+            "A. Black",
+            "B. White",
+            "C. Beige",
+            "D. Gray"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman wearing any visible jewelry on her hands during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the woman doing with her right hand in the video?",
+          "options": [
+            "A. Touching her hair",
+            "B. Holding the shawl",
+            "C. Gesturing while speaking",
+            "D. In her pocket"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman maintain the same facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, a woman and a man, in an outdoor setting. The woman, appearing to be in her late twenties to early thirties, stands slightly behind and to the left of the man, facing forward with a neutral expression. She has long, wavy chestnut-brown hair that falls over her shoulders, and she is wrapped in a white, lightweight fabric—possibly a shawl or robe—draped loosely around her shoulders, which she holds gently with her right hand. Her attire suggests casual elegance. The man, positioned in the foreground and slightly out of focus, appears to be in his forties or fifties, wearing black-rimmed glasses, a dark suit jacket, a crisp white dress shirt, and a dark tie. His posture is upright, and he faces forward, though his gaze is not directly toward the camera. The background consists of lush green foliage and hints of a garden or park environment under natural daylight, suggesting a serene, possibly private outdoor location.",
+      "exit_plan": {
+        "exit": "steps behind a large foreground object (pillar, wall, or vehicle) blocking the view entirely",
+        "return": "emerges from the other side of the occluding object"
+      }
+    },
+    "task_id": "mem_openhumanvid_a3a683c98240ee5246b7b22b0e64f180",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_a3a683c98240ee5246b7b22b0e64f180"
+  },
+  {
+    "instance_id": "mem_openhumanvid_ea1143f4843d5f4dea25e28ed4239023",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/ea1143f4843d5f4dea25e28ed4239023.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A narrow, sterile hallway is illuminated by flat artificial light. On the left, a Black man in his late twenties or early thirties wears a dark zip-up hoodie over a light-colored t-shirt and camouflage-patterned pants. His arms are outstretched, mouth open as if shouting. He has short dark hair and no visible accessories.",
+          "The man begins to walk steadily toward the right side of the frame, his body angled forward with purpose. His arms lower slightly as he moves, his expression tense. The edge of his hoodie and camo pants remain visible as he exits, the motion deliberate and unhurried.",
+          "The hallway stands empty now—no figures in sight. Closed doors line the walls, a wooden handrail runs along one side, and a notice board glows faintly under overhead lights. The air feels still, the silence heavy, as if waiting for movement to return.",
+          "From the left, a figure begins to re-enter the frame. Only part of his dark zip-up hoodie and camo pants are visible, emerging slowly into view. His short dark hair appears first, then his shoulders, as he walks forward with steady intent.",
+          "The man is fully back in frame, standing centered and stationary. He wears the same dark zip-up hoodie over a light t-shirt, camo pants, and has short dark hair. His posture is firm, face neutral, exactly as before—every detail unchanged."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the leather jacket turn his back to the camera at any point during the interaction?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of jacket does the central man wear?",
+          "options": [
+            "A. Hoodie",
+            "B. Leather jacket",
+            "C. Windbreaker",
+            "D. Denim jacket"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's dark curly hair visible both when he faces the camera and when he turns away?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the man wearing underneath his leather jacket?",
+          "options": [
+            "A. A plain t-shirt",
+            "B. A hoodie",
+            "C. A patterned shirt",
+            "D. A sweater vest"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression remain consistently distressed or angry throughout the entire sequence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features three individuals in a narrow indoor hallway. On the left, a Black man in his late twenties or early thirties wears a dark zip-up hoodie over a light-colored t-shirt and camouflage-patterned pants; his arms are outstretched, mouth open as if shouting. In the center, a white man of similar age wears a white-and-black track jacket with a dark shirt underneath and dark pants; he appears agitated, leaning back slightly. On the right, a uniformed officer in a dark peaked cap, black jacket with epaulets, and dark trousers holds the central figure’s arm; a holstered firearm is visible on his hip. All have short hair—dark for the first two, graying for the officer. The setting is a sterile corridor with closed doors, a wooden handrail, and a notice board on the wall; lighting is flat and artificial. The men face forward, engaged in a tense confrontation.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_ea1143f4843d5f4dea25e28ed4239023",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_ea1143f4843d5f4dea25e28ed4239023"
+  },
+  {
+    "instance_id": "mem_openhumanvid_a02790841d79fdbb125fe22f31e07ea2",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/a02790841d79fdbb125fe22f31e07ea2.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman in a rich purple traditional Chinese-style outfit stands beside a man in a lime green tunic with gold floral patterns. Her long black braid drapes over her shoulder, crowned by an elaborate headdress of silver beads, turquoise flowers, and dangling pearls. She wears ornate earrings, pink lipstick, and red-and-white striped collar accents, while the man smiles broadly, his dark hair tied in two braids with blue ribbons.",
+          "The woman begins to turn left, stepping forward with graceful poise, her purple robe flowing slightly. Her headdress sways as she moves toward the stone garden corner, her braid trailing behind. The man remains still, watching her go, his smile softening as she edges out of frame.",
+          "The stone garden path curves gently, flanked by moss-covered walls and lush greenery. Sunlight filters through leaves, casting dappled shadows on the ground. A small stone lantern sits near the bend, untouched. The air is still, quiet—no trace of the figures remains.",
+          "From around the same stone corner, the woman reappears, emerging slowly into view. Only her headdress and shoulder are visible at first, the purple fabric catching the light. Her braid swings forward as she steps back into the frame, the garden’s tranquility returning with her presence.",
+          "The woman stands fully in frame, identical to before—purple traditional outfit with red-and-white striped collar, intricate silver-beaded headdress adorned with turquoise flowers and pearl strands, long black braid over her shoulder, ornate earrings, and soft pink lips. Her posture is calm, her gaze steady, matching the original moment exactly."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's long black hair remain styled in a braid throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main fabric of the woman's traditional outfit?",
+          "options": [
+            "A. Purple",
+            "B. Red",
+            "C. Green",
+            "D. Blue"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the silver embellishments on the woman's headpiece consistent in appearance across all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of earrings does the woman wear?",
+          "options": [
+            "A. Hoop earrings",
+            "B. Dangling earrings",
+            "C. Stud earrings",
+            "D. Clip-on earrings"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's facial expression change from smiling to serious during the interaction?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, a woman on the left and a man on the right, both appearing to be in their late twenties. The woman wears a purple traditional Chinese-style outfit with red and white striped accents at the collar, paired with an elaborate purple headdress adorned with silver beads, turquoise floral embellishments, and dangling pearl-like strands. Her long black hair is styled into a braid draped over her shoulder. She has subtle makeup, including pink lipstick, and wears ornate earrings. The man wears a lime green tunic with gold floral patterns and a matching vest; his dark hair is parted in the middle and tied into two braids with blue ribbons. He has a round face, a wide smile showing teeth, and a slightly chubby build. They stand close together outdoors, facing slightly left, against a backdrop of stone garden structures, greenery, and soft daylight.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_a02790841d79fdbb125fe22f31e07ea2",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_a02790841d79fdbb125fe22f31e07ea2"
+  },
+  {
+    "instance_id": "mem_openhumanvid_58873d90a08168cc1fa4396a2b50ee29",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/58873d90a08168cc1fa4396a2b50ee29.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A person stands in the foreground of the underground parking garage, wearing a navy blue wool coat with brass buttons, dark gray trousers, and black leather boots. Their short, neatly styled brown hair frames a calm face, partially shadowed by a wide-brimmed beige hat. They carry a vintage leather satchel over their right shoulder, its strap worn from use.",
+          "The person turns slowly, stepping forward into the dimly lit corridor between parked cars. Their movements are deliberate as they walk deeper into the background, the red SUV to their left reflecting their silhouette. The satchel swings gently with each step, the hat casting a soft shadow across their face.",
+          "The figure vanishes completely behind a concrete pillar marked \"G,\" leaving only the quiet hum of the garage. The polished floor glints under fluorescent lights, the black sedan’s headlights still glowing faintly. Teal-painted columns stand tall, and directional signs point toward elevators and hotel access.",
+          "From the far end of the corridor, a faint shape emerges—first just the edge of a navy coat and the tip of a beige hat. The person walks steadily toward the camera, the satchel visible again, swinging slightly. The overhead lights catch the brim of the hat as they grow closer.",
+          "The person stands fully in frame, centered and still. They wear the same navy blue wool coat, dark gray trousers, black boots, and wide-brimmed beige hat. The vintage leather satchel rests on their shoulder, and their short brown hair is unchanged. The garage remains silent around them."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman in the passenger seat have short dark hair throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by the person in the passenger seat?",
+          "options": [
+            "A. Red",
+            "B. Blue",
+            "C. Light-colored",
+            "D. Black"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man in the driver's seat wearing a dark jacket over a white collared shirt?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the vehicle the two individuals are in?",
+          "options": [
+            "A. Red",
+            "B. Black",
+            "C. White",
+            "D. Silver"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's facial expression remain neutral throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "There are no people visible in this frame. The image depicts an underground parking garage with several parked cars, including a red SUV in the foreground and a black sedan approaching with headlights on. The environment features concrete pillars painted teal and white with letter markings (e.g., \"G\"), overhead fluorescent lighting, exposed ductwork, and directional signs indicating elevators and hotel access. The floor is polished concrete with reflective surfaces, and the space is moderately lit with artificial lighting. No individuals, clothing, accessories, or physical features can be observed.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_58873d90a08168cc1fa4396a2b50ee29",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_58873d90a08168cc1fa4396a2b50ee29"
+  },
+  {
+    "instance_id": "mem_openhumanvid_dd5f3f2db5d9938113e2041620f611e6",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/dd5f3f2db5d9938113e2041620f611e6.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A person stands centered in a minimalist room, wearing a tailored navy blazer over a crisp white shirt, paired with dark trousers and polished black leather shoes. Their short, neatly styled ash-blonde hair frames a calm face, accessorized with silver-rimmed glasses and a slim wristwatch. They hold a vintage record sleeve in one hand, standing beside a turntable playing a spinning white vinyl.",
+          "The person turns slowly to their right, stepping forward with measured grace toward the corner of the room. The sleeve slips slightly from their grip as they move, their blazer brushing against the wall. Only their back and left profile remain visible as they begin to disappear behind the edge of the frame.",
+          "The corner is now empty. The neutral-toned wall with vertical black paneling stretches into view, softly lit by diffused overhead light. The turntable continues spinning in the foreground, its tonearm still hovering above the white vinyl. No movement, no sound—just quiet stillness and mechanical rhythm.",
+          "From the same corner, a figure begins to emerge. A sliver of navy blazer appears first, followed by the edge of the white shirt and the gleam of silver glasses. The person steps forward cautiously, the record sleeve now held firmly again, re-entering the space with deliberate pace.",
+          "The person is fully visible once more, standing exactly where they began. Their ash-blonde hair is unchanged, the navy blazer neatly buttoned, the silver glasses reflecting the soft light. The wristwatch glints on their left wrist, and the record sleeve rests in their hand. They stand still, composed, as the turntable spins on."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hair appear consistently gray and receding throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the man's goatee beard?",
+          "options": [
+            "A. Black",
+            "B. Gray",
+            "C. White",
+            "D. Brown"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing a gold ring on his left hand visible in both the medium shot and close-up?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of clothing is the man wearing?",
+          "options": [
+            "A. A t-shirt",
+            "B. A sweater",
+            "C. A long-sleeved shirt",
+            "D. A jacket"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression change from neutral to animated while speaking?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "There are no people visible in the frame. The image shows a close-up of a white vinyl record spinning on a turntable, with a tonearm positioned above it. The background consists of a neutral-toned wall with vertical black lines, possibly indicating paneling or structural elements. The lighting is soft and diffused, casting subtle reflections on the record’s surface. No clothing, accessories, hair, or physical features can be observed, as no individuals are present. The turntable occupies the central foreground, with parts of its base and control knobs visible. The scene appears to be indoors, likely in a studio or minimalist room setting, with a clean and modern aesthetic. The focus remains entirely on the mechanical components of the record player, suggesting an emphasis on audio equipment rather than human presence.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_dd5f3f2db5d9938113e2041620f611e6",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_dd5f3f2db5d9938113e2041620f611e6"
+  },
+  {
+    "instance_id": "mem_openhumanvid_92cd0b9310ed70784d1899a123c69892",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/92cd0b9310ed70784d1899a123c69892.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Two Black men stand in a dimly lit record store, fluorescent lights casting cool shadows. The man on the left wears a camouflage jacket over a white hoodie and light gray button-up shirt, a gold chain with a small pendant glinting at his neck. He has a black headband with white logos, medium-length dreadlocks framing his face, and a serious expression. The man on the right, partially cropped, wears a dark green jacket and yellow knitted beanie, long thick dreadlocks draped over his shoulders, a graying beard, and intense eyes gazing off-frame. Vinyl records line shelves behind them.",
+          "The man on the left begins to move slowly toward the left side of the frame, stepping past a tall stack of vinyl racks. His body turns slightly, the camouflage jacket shifting as he walks. One hand brushes against a shelf, briefly obscuring part of his face. The man on the right remains still, eyes fixed beyond the frame, as the first man’s form starts to disappear behind a large wooden pillar.",
+          "The pillar now fully blocks the view. Only the record store remains—shelves packed with albums, a wall lined with vintage cover art, and a distant figure browsing near the back. Fluorescent lighting hums overhead, illuminating dust motes in the air. The space feels quiet, suspended, waiting for movement to return.",
+          "A silhouette emerges from behind the pillar on the left, moving steadily into frame. The outline of a camouflaged jacket appears first, then the edge of a white hoodie and a glimpse of a gold chain. The man steps forward, one foot visible, dreadlocks swaying slightly. He pauses, half-revealed, as the scene holds breath.",
+          "The man is now fully back in frame, standing in the same position as before. He wears the camouflage jacket over a white hoodie and light gray button-up shirt, the gold chain with its small pendant resting against his chest. His black headband with white logos sits snugly, medium-length dreadlocks loosely framing his face. He stands still, expression serious, exactly as he was at the start."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the young man's bandana remain in the same position on his head throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the camouflage pattern on the young man's jacket?",
+          "options": [
+            "A. Green and brown",
+            "B. Green and black",
+            "C. Green and tan",
+            "D. Green and gray"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the gold chain necklace visible at the beginning and end of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the young man's facial expression change over time?",
+          "options": [
+            "A. It becomes more serious",
+            "B. It remains neutral",
+            "C. It turns into a smile",
+            "D. It becomes confused"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the young man turn his head to face the camera directly during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two Black men are present in the frame, both appearing to be in their late twenties to early thirties. The man on the left wears a camouflage-patterned jacket over a white hoodie and a light gray button-up shirt; he has a gold chain necklace with a small pendant. He sports a black headband with white logos and medium-length dreadlocks styled loosely around his face. His expression is serious, and he stands slightly angled toward the camera. The man on the right, partially cropped, wears a dark green jacket and a yellow knitted beanie, with long, thick dreadlocks falling over his shoulders. He has a graying beard and intense eyes, looking off-frame to the left. Both stand in a record store, surrounded by vinyl records displayed on shelves and racks. Fluorescent lighting illuminates the space, casting a cool tone. In the background, another person browses records near a wall lined with album covers.",
+      "exit_plan": {
+        "exit": "steps behind a large foreground object (pillar, wall, or vehicle) blocking the view entirely",
+        "return": "emerges from the other side of the occluding object"
+      }
+    },
+    "task_id": "mem_openhumanvid_92cd0b9310ed70784d1899a123c69892",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_92cd0b9310ed70784d1899a123c69892"
+  },
+  {
+    "instance_id": "mem_openhumanvid_d64007a7d3474c945f570ddefd063da2",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/d64007a7d3474c945f570ddefd063da2.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Two adults sit side by side in a red roller coaster car ascending a steep incline, secured by restraints. Both wear dark navy jackets and matching pants, their hair indistinct from distance. No accessories are visible. They face forward, slightly leaning into the climb, framed against a pale blue sky, green trees, and gray metal supports under bright midday light.",
+          "The roller coaster car begins its slow climb upward, moving leftward along the track. The two figures remain seated, still partially visible in the upper right of the frame as they crest the incline. Their dark clothing contrasts with the red rails, and their forward-leaning posture suggests anticipation.",
+          "The roller coaster car rounds a sharp bend and disappears entirely behind the track’s curve. The red rails continue into the distance, flanked by steel supports and leafy green trees. The sky remains clear and pale blue, sunlight casting crisp shadows across the structure—no trace of the riders remains.",
+          "From the same curved section of track, the red roller coaster car emerges again, rounding the bend from the left. The two figures are now partially visible in the upper right, reappearing as the car climbs back into view. Their dark jackets and forward-leaning stance return to focus.",
+          "The roller coaster car fully re-enters the frame, both individuals clearly visible once more. They wear the same dark navy jackets and pants, no accessories or distinct features apparent. Their hair remains indiscernible, and they face forward, secured in place. The scene is unchanged—bright daylight, green trees, and steel supports surround them as they pause at the peak."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hairstyle remain the same (a side ponytail) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by the man walking with the woman?",
+          "options": [
+            "A. Red",
+            "B. Blue",
+            "C. Green",
+            "D. White"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman wearing any visible accessories like a bracelet or necklace?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the woman's top?",
+          "options": [
+            "A. Pink",
+            "B. White",
+            "C. Yellow",
+            "D. Purple"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Do both individuals maintain consistent facial expressions and appearances from start to finish?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two individuals are visible in the upper right portion of the frame, positioned on a red roller coaster track as it ascends a steep incline. They appear to be adults, likely male, though gender is not definitively discernible due to distance and angle. Both are seated in a roller coaster car, wearing dark-colored clothing—possibly black or navy jackets and pants—though specific patterns or materials are indistinct. No accessories such as hats, glasses, or bags are clearly visible. Their hair cannot be determined due to the distance and angle. The individuals are secured in their seats with restraints, leaning slightly forward in anticipation. They are facing forward, aligned with the direction of the ride’s ascent. The scene takes place at an amusement park under clear daylight conditions, with a pale blue sky, green trees to the right, and structural elements of the roller coaster—including gray metal supports and red rails—dominating the background. Lighting is bright and even, suggesting midday sun.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_d64007a7d3474c945f570ddefd063da2",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_d64007a7d3474c945f570ddefd063da2"
+  },
+  {
+    "instance_id": "mem_openhumanvid_bc2c5d19a7878ec81bec903d40e6fd77",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/bc2c5d19a7878ec81bec903d40e6fd77.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young woman in her late teens to early twenties sits upright on a porch, her slender frame framed by soft daylight. She wears a bright orange knitted cardigan with a textured pattern over a pale pink turtleneck sweater. Her shoulder-length black hair is styled in a neat bob, parted slightly off-center. She gazes thoughtfully off-camera to the left, her expression one of quiet concern.",
+          "She slowly rises from her seat, turning her body toward the right side of the frame. Her movements are steady and deliberate as she steps forward, the orange cardigan shifting slightly with each motion. Her silhouette begins to fade from view as she walks out of frame, only her arm and part of her torso remaining visible.",
+          "The porch remains still and serene, bathed in natural light. White outdoor furniture sits quietly beside green foliage, and the building’s windows reflect the sky. No movement disturbs the scene—just the gentle sway of leaves in the breeze and the soft shadows cast across the wooden floor.",
+          "From the left edge of the frame, a figure emerges—first just a hint of bright orange fabric, then the curve of her shoulder and the side of her head. Her black bob comes into view as she steps forward, walking steadily back into the scene. The pale pink turtleneck peeks through beneath the cardigan as she continues to enter.",
+          "The woman stands fully within the frame, her posture upright and composed. She wears the same bright orange knitted cardigan over a pale pink turtleneck, her shoulder-length black bob neatly parted off-center. No accessories adorn her—just the same calm, concerned expression as before. She faces slightly right, still and present."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman in the video maintain the same facial expression throughout the clip?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the outer garment worn by the woman?",
+          "options": [
+            "A. Orange",
+            "B. White",
+            "C. Black",
+            "D. Pink"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman's hair style consistent (short and straight) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of neckline does the woman wear under her orange sweater?",
+          "options": [
+            "A. Crew neck",
+            "B. V-neck",
+            "C. Turtleneck",
+            "D. Scoop neck"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman appear to be in the same location (indoor setting) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features one young woman, approximately in her late teens to early twenties, with a slender build and an expression of concern or confusion. She has shoulder-length, straight black hair styled in a neat bob cut, parted slightly off-center. She wears a bright orange knitted cardigan with a textured pattern over a pale pink turtleneck sweater. No visible accessories such as jewelry, glasses, or hats are present. Her posture is upright, and she appears seated, facing slightly to the right of the frame, with her gaze directed off-camera toward the left. The background suggests an outdoor domestic setting, possibly a porch or patio area, with blurred elements including white furniture, greenery, and part of a building with windows. Natural daylight illuminates the scene, casting soft shadows on her face.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_bc2c5d19a7878ec81bec903d40e6fd77",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_bc2c5d19a7878ec81bec903d40e6fd77"
+  },
+  {
+    "instance_id": "mem_openhumanvid_cf989bab6bd8fb064ebec45974e4483c",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/cf989bab6bd8fb064ebec45974e4483c.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A bald man in his late 40s to early 50s stands center-frame, his smooth skin illuminated by soft lighting. He wears a sleek gray leather blazer with sharp lapels over a plain white crew-neck t-shirt, a thin gold chain resting at his collar. His right hand holds a black handheld microphone close to his chest, posture upright yet relaxed against a dark blue textured backdrop with faint horizontal lines.",
+          "The man begins to ascend a narrow staircase that emerges from the lower frame, moving upward and slightly to the right. His blazer catches the light as he steps, the microphone held steady. Only his torso and legs remain visible as he climbs, his form gradually rising toward the top edge of the frame.",
+          "The staircase disappears into darkness above, leaving only the dimly lit, subtly textured blue backdrop. Faint horizontal lines ripple across the surface, untouched by movement. The space feels still and quiet, the absence of the figure emphasized by the lingering glow of the spotlight’s edge.",
+          "From the top of the frame, the man descends slowly, first revealing the brim of his blazer and the tip of the microphone. His broad shoulders reappear, followed by his neck and the glint of the gold chain. He moves steadily downward, his silhouette returning with purpose against the same dark blue background.",
+          "The man is fully back in frame, standing exactly as before—bald, composed, slightly looking down and to his right. He wears the same gray leather blazer over a white t-shirt, the gold chain visible, the microphone held close. His posture is upright and relaxed, the lighting unchanged, the scene perfectly restored."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's bald head remain visible and unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the man's outer jacket?",
+          "options": [
+            "A. Blue",
+            "B. Black",
+            "C. Gray",
+            "D. Green"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing a gold chain around his neck?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the man holding in his right hand?",
+          "options": [
+            "A. A phone",
+            "B. A water bottle",
+            "C. A microphone",
+            "D. A pen"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single adult male, appearing to be in his late 40s to early 50s, stands center-frame against a dark blue, subtly textured backdrop with faint horizontal lines. He is bald, with smooth skin and a composed facial expression, slightly looking downward and to his right. His build is medium and athletic, with broad shoulders. He wears a sleek, gray leather blazer over a plain white crew-neck t-shirt, the blazer featuring sharp lapels and a matte finish. Around his neck is a thin gold chain necklace. In his right hand, he holds a black handheld microphone close to his chest. His posture is upright but relaxed, suggesting he is mid-performance or speech. The lighting is focused on him, casting soft shadows and highlighting the texture of his jacket. The background remains dimly lit, creating contrast and drawing attention to the subject.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_cf989bab6bd8fb064ebec45974e4483c",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_cf989bab6bd8fb064ebec45974e4483c"
+  },
+  {
+    "instance_id": "mem_openhumanvid_28f8aeb45eaeffc3ba9e6339d14f19cf",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/28f8aeb45eaeffc3ba9e6339d14f19cf.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young man in his late twenties sits poised on a brown leather armchair, wearing a gray military-style uniform with red trim, white gloves, and black boots. Shoulder epaulettes and a cross-body strap accent the outfit. His short, neatly styled dark hair frames a slim face as he gazes upward, one leg crossed over the other, beneath the warm glow of a vintage floor lamp.",
+          "The younger man rises slowly from the armchair, stepping forward with deliberate grace. He moves steadily toward the left side of the frame, his white-gloved hands at his sides, the red trim of his uniform catching the light as he begins to exit, half his form now obscured by the edge of the scene.",
+          "The room remains still—wood paneling gleams softly under the fringed lampshade’s golden light, patterned wallpaper framing the quiet space. The leather armchair stands empty, the cross-body strap dangling slightly. No movement, no sound—only the lingering warmth of memory in the ornate silence.",
+          "From the right edge of the frame, a figure emerges—first the polished black boot, then the hem of the gray uniform with red trim. The white glove appears next, followed by the lower half of the torso. The man steps cautiously into view, his presence returning with measured intent.",
+          "The younger man is fully back in frame, seated again on the brown leather armchair. His gray military-style uniform with red trim, white gloves, black boots, shoulder epaulettes, and cross-body strap are identical to before. His short, neatly styled dark hair and slim build remain unchanged, eyes lifted once more, still and composed."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the gray uniform maintain the same hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the trim on the man's uniform collar?",
+          "options": [
+            "A. Red",
+            "B. White",
+            "C. Blue",
+            "D. Gold"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing white gloves on both hands?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the man holding in his lap?",
+          "options": [
+            "A. A sword",
+            "B. A cane",
+            "C. A rifle",
+            "D. A folded blanket"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression change from serious to smiling during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two men are present in the frame, one appearing to be in his late twenties and the other middle-aged. The younger man, seated on a brown leather armchair, wears a gray military-style uniform with red trim, white gloves, and black boots; the uniform includes shoulder epaulettes and a cross-body strap. He has short, neatly styled dark hair and a slim build, sitting with one leg crossed over the other, looking up at the older man. The older man, standing to the right, is dressed in a dark traditional Chinese robe with intricate patterns, facing left toward the seated man. He has short gray hair and a fuller build. A vintage floor lamp with a fringed shade stands behind them, illuminating the ornate room with wood paneling and patterned wallpaper. The lighting is warm, casting soft shadows, and the scene suggests an indoor setting of historical or dramatic significance.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_28f8aeb45eaeffc3ba9e6339d14f19cf",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_28f8aeb45eaeffc3ba9e6339d14f19cf"
+  },
+  {
+    "instance_id": "mem_openhumanvid_cceb59baf0ed770fc33e2a6a513c811d",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/cceb59baf0ed770fc33e2a6a513c811d.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman in her late 50s or early 60s sits softly on a plush golden-yellow sofa, her short, curly dark brown hair neatly framing her face. She wears a soft pink collared shirt made of lightweight cotton-blend fabric with a subtle sheen, no jewelry or glasses visible. Her relaxed posture and warm smile suggest quiet contentment, illuminated by warm, diffused lighting from a nearby lamp.",
+          "She slowly rises from the sofa, turning slightly toward a staircase just beyond the frame. Her movements are gentle and deliberate as she begins to ascend, her pink shirt catching the light. Only her lower half remains visible as she moves upward, disappearing gradually from view.",
+          "The scene now shows only the richly detailed living room—ornate golden-yellow upholstery, wooden paneling, and a softly glowing lamp with a white shade. The air feels still, the warmth lingering, but the space is empty, quiet, and expectant.",
+          "From the top edge of the frame, a figure begins to descend the stairs. The silhouette of her short, curly dark brown hair appears first, followed by the soft pink collar of her shirt peeking into view. Her descent is slow, graceful, re-entering the familiar domestic glow.",
+          "She is fully back in frame, seated again on the plush sofa, her posture relaxed and her warm smile unchanged. Her short, curly dark brown hair is neatly styled, and she wears the same soft pink collared shirt with its subtle sheen. No accessories are visible. The scene is complete, serene, and perfectly restored."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When the woman turns back to face the camera after walking away, does she still have short brown curly hair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the pajama set worn by the main person in the video?",
+          "options": [
+            "A. Green",
+            "B. Pink",
+            "C. Blue",
+            "D. White"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the green bracelet visible on the woman's left wrist both before and after she turns around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the woman holding when she sits down on the sofa?",
+          "options": [
+            "A. A remote control",
+            "B. A book",
+            "C. A phone",
+            "D. Nothing"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's facial expression remain consistently smiling throughout the video segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features one woman, appearing to be in her late 50s or early 60s, with a warm, gentle smile and her gaze directed downward. She has short, curly dark brown hair styled neatly around her face. She is wearing a soft pink collared shirt made of a lightweight, possibly cotton-blend fabric, with a subtle sheen. No visible accessories such as jewelry, glasses, or hats are present. Her posture is relaxed and slightly leaned forward, suggesting engagement in a quiet, intimate moment. She is seated, likely on a plush sofa with ornate golden-yellow upholstery visible behind her. The background includes a softly lit lamp with a white shade, wooden paneling, and hints of decorative elements, indicating an indoor, domestic setting—possibly a living room. The lighting is warm and diffused, casting soft shadows and enhancing the cozy atmosphere. Her facial expression conveys contentment or amusement, with natural lines around her eyes and mouth.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_cceb59baf0ed770fc33e2a6a513c811d",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_cceb59baf0ed770fc33e2a6a513c811d"
+  },
+  {
+    "instance_id": "mem_openhumanvid_887135b3f6040e2cbd61ed2cb6fb3a43",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/887135b3f6040e2cbd61ed2cb6fb3a43.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late 40s or early 50s stands close to a woman near a large window, his balding head framed by long dark hair tied into a low ponytail. He wears a dark green leather jacket with a raised collar and visible zipper, his thick beard shadowed by soft, diffused light. His posture is slightly hunched, gaze lowered, expression somber as he leans toward the woman beside him.",
+          "The man begins to walk steadily out of frame to the left, his leather jacket brushing against the edge of the window frame. His movements are slow and deliberate, his silhouette gradually shrinking as he moves away from the woman, who remains still, her back turned to the camera.",
+          "The frame is now empty of human presence. Only the blurred gray apartment building outside the window remains visible, its flat façade stretching across the glass. Soft daylight filters through, casting faint shadows on the worn wooden floor and the baseboard along the wall.",
+          "From the right side of the frame, the man re-enters slowly, his dark leather jacket first appearing at the edge. His long dark ponytail swings gently as he steps forward, one shoulder emerging into view, his beard catching the dim light as he turns slightly toward the center.",
+          "The man is fully back in frame, standing in the same position as before. His balding head, long dark ponytail, thick beard, and dark green leather jacket are identical to the initial moment. He leans slightly forward, gaze downcast, still close to the woman whose blonde hair remains partially obscured. The scene is still, unchanged."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hair remain tied back in a ponytail throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the man's jacket?",
+          "options": [
+            "A. Red",
+            "B. Black",
+            "C. Green",
+            "D. Blue"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing a beard in all frames of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary material of the man's outerwear?",
+          "options": [
+            "A. Cotton",
+            "B. Leather",
+            "C. Denim",
+            "D. Fleece"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man maintain the same posture and gaze direction throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, a man and a woman, positioned closely together. The man appears to be in his late 40s or early 50s, with a balding head, long dark hair tied back into a ponytail, a thick beard, and a somber expression. He wears a dark green or black leather jacket with a visible zipper and collar, suggesting a utilitarian style. His posture is slightly hunched as he leans forward, looking down at the woman beside him. The woman, whose face is not visible, has long, wavy blonde hair and appears to be younger, possibly in her 20s or 30s. She is partially obscured by the man’s body and turned away from the camera. They are standing indoors near a large window, with a blurred view of a gray apartment building outside. The lighting is soft and diffused, casting subtle shadows on their faces, creating a melancholic atmosphere. No accessories or props are clearly visible.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_887135b3f6040e2cbd61ed2cb6fb3a43",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_887135b3f6040e2cbd61ed2cb6fb3a43"
+  },
+  {
+    "instance_id": "mem_openhumanvid_706eb14f9529584488b0c725fae2e5e0",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/706eb14f9529584488b0c725fae2e5e0.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Five men stand in a line within a grand traditional Chinese palace hall, illuminated by soft natural light filtering through sheer curtains. The central figure wears a bright yellow robe with purple sleeves and collar over a magenta undergarment, a red hat adorned with a black feather and small red ornament, and long hair tied back. The others wear matching maroon robes with blue accents, black belts, and red hats topped with gold knobs. All face forward, slightly angled toward the center.",
+          "The central figure begins to step forward, turning slowly to his right, his yellow robe flowing gently with the motion. His red hat tilts slightly as he moves, the black feather swaying. He walks past the edge of the frame, partially obscured now, still visible from the waist up as he proceeds toward the corner.",
+          "The hallway remains empty—ornate blue and gold drapes hang behind wooden furniture, calligraphy scrolls adorn the walls, and patterned wall hangings shimmer in the light. The room is still, quiet, bathed in soft daylight. No movement, no sound—only the lingering presence of tradition and silence.",
+          "A faint rustle draws attention as the central figure reappears around the same corner, emerging gradually into view. Only half of his body is visible—the vibrant yellow robe, one side of the red hat with its black feather, and a glimpse of his long tied-back hair—returning slowly, deliberately, into the frame.",
+          "The man stands fully in frame once more, identical to before: bright yellow robe with purple sleeves and collar, magenta undergarment, red hat with black feather and red ornament, long hair tied back. He faces forward, centered, stationary, as the scene holds steady, unchanged, complete."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the central figure maintain the same facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the robe worn by the central figure?",
+          "options": [
+            "A. Purple",
+            "B. Yellow",
+            "C. Blue",
+            "D. Red"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the red conical hat of the central figure consistently visible and unchanged in appearance?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the inner lining of the central figure's robe?",
+          "options": [
+            "A. Green",
+            "B. Pink",
+            "C. Purple",
+            "D. Orange"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the central figure's hair remain tied back under the hat throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Five men are present in the frame, appearing to be middle-aged or older adults, all male. The central figure wears a bright yellow robe with purple sleeves and collar, over a magenta undergarment, paired with a red hat featuring a black feather and a small red ornament on top; his hair is long and tied back. The other four wear matching dark maroon robes with blue accents and black belts, each adorned with a red hat topped with a gold knob. All hats have a similar design, suggesting official status. Their facial features vary—some have beards, others are clean-shaven. They stand in a line, facing forward, slightly angled toward the center. The setting is an indoor room resembling a traditional Chinese palace hall, with ornate blue and gold drapes, patterned wall hangings, framed calligraphy, and wooden furniture visible in the background. Natural light filters through sheer curtains, illuminating the scene evenly.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_706eb14f9529584488b0c725fae2e5e0",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_706eb14f9529584488b0c725fae2e5e0"
+  },
+  {
+    "instance_id": "mem_openhumanvid_2c63fd486493484cbe55664f0a841010",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/2c63fd486493484cbe55664f0a841010.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman with long, dark brown hair styled loosely with bangs sits in a softly lit room, her face framed by strands of hair. She wears a cream-colored top with large navy blue polka dots, delicate silver dangling earrings, and looks intently to the right. Beside her, a man in a black shirt is partially visible but blurred, seated at a table against a backdrop of indistinct vertical lines suggesting window frames.",
+          "The woman rises slowly from her seat, turning slightly toward the background as she begins to walk away. Her polka-dotted top sways gently with her movement, and the silver earrings catch the dim light. She moves deeper into the room, her figure narrowing as she retreats into the shadows near the windowed wall.",
+          "The room remains still and quiet, the soft glow of natural light filtering through faint vertical lines on the wall. The table is empty now, the chair slightly askew. No trace of the woman remains—only the muted ambiance of the dimly lit interior, untouched and serene.",
+          "From the far end of the room, a silhouette emerges, walking steadily toward the camera. The outline of a woman becomes clearer—her long dark hair and the familiar shape of her polka-dotted top reappearing gradually as she steps forward from the shadowed background.",
+          "The woman stands fully in frame, her appearance unchanged: long dark brown hair with bangs, cream top with navy blue polka dots, and delicate silver earrings glinting softly. She is stationary, facing slightly to the right, her expression serious, just as before. The scene holds steady, complete."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hair color and style remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What pattern is visible on the woman's top?",
+          "options": [
+            "A. Stripes",
+            "B. Polka dots",
+            "C. Floral",
+            "D. Solid color"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the silver dangling earrings visible on both sides of the woman's face at all times?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the woman's facial expression change during the conversation?",
+          "options": [
+            "A. From serious to smiling",
+            "B. From neutral to concerned",
+            "C. From concerned to contemplative",
+            "D. Remains consistently serious"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman maintain eye contact with the man off-screen throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, a woman and a man, both appearing to be in their late thirties to early forties. The woman, positioned on the left side of the frame, has long, dark brown hair with bangs, styled loosely with some strands framing her face. She wears a cream-colored top with large navy blue polka dots, likely made of a soft fabric such as cotton or jersey. Her accessories include dangling silver earrings with a delicate design. Her expression is serious, mouth slightly open as if speaking, and she is looking toward the right side of the frame. The man, partially visible on the right, has short dark hair, a trimmed beard, and is wearing a black shirt; his face is blurred and out of focus. They appear to be seated indoors, possibly at a table, with a softly lit background featuring indistinct vertical lines—perhaps window frames or architectural details—suggesting a dimly lit room with natural light filtering through.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_2c63fd486493484cbe55664f0a841010",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_2c63fd486493484cbe55664f0a841010"
+  },
+  {
+    "instance_id": "mem_openhumanvid_55bd81eb0a8cba94b80bd32a7b743d0c",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/55bd81eb0a8cba94b80bd32a7b743d0c.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A single middle-aged man stands centered, facing slightly right, his long gray beard and mustache framing a solemn face. He wears a traditional black Chinese official’s hat with a green jade-like ornament, a richly embroidered dark brown silk robe with swirling patterns, wide sleeves, and a high collar over a white inner layer. Behind him, a wooden-framed window with vertical bars and translucent paper panels diffuses soft natural light through light curtains.",
+          "The man begins to walk steadily toward the left, his heavy robe swaying slightly with each deliberate step. His hands remain folded at his sides as he moves, the intricate embroidery catching subtle light. Only half of his figure remains visible as he edges out of frame, the hat's jade ornament glinting faintly in the dim glow.",
+          "The room is now empty. The wooden-framed window with its vertical bars and translucent paper panels remains, softly lit by diffused daylight filtering through light-colored curtains. Shadows stretch gently across the floor, and the silence fills the space where the man once stood.",
+          "From the right side of the frame, the man re-enters, his dark robe and wide sleeves emerging first. The edge of his traditional black hat with its green jade ornament comes into view, followed by the curve of his long gray beard. He steps forward slowly, his presence returning with quiet purpose.",
+          "The man stands fully within the frame, centered and upright, facing slightly right. His long gray beard and mustache are unchanged, his dark hair neatly tucked beneath the black official’s hat adorned with the green jade ornament. He wears the same richly embroidered dark brown silk robe with wide sleeves and high collar over a white inner layer—every detail matching exactly as before. He stands still, solemn and composed."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the older man maintain the same facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main robe worn by the older man?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. Maroon",
+            "D. Black"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the green jewel on the older man's hat consistently visible in all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the older man's posture change during the interaction?",
+          "options": [
+            "A. He remains completely still",
+            "B. He turns his head and body to face the other person",
+            "C. He sits down",
+            "D. He bows deeply"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the intricate pattern on the older man's robe remain consistent when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single middle-aged man, appearing to be in his late 50s or early 60s, stands centered in the frame, facing slightly to the right. He has a full, long gray beard and mustache, with dark hair styled under a traditional black Chinese official’s hat adorned with a green jade-like ornament at the front. His clothing consists of a richly embroidered dark brown robe with intricate swirling patterns in darker thread, suggesting high status; the garment features wide sleeves and a high collar over a white inner layer. The fabric appears heavy and possibly silk. He wears no visible jewelry aside from the hat's ornament. His posture is upright but solemn, hands likely folded or at his sides. He stands indoors, in front of a wooden-framed window with vertical bars and translucent paper panels, partially covered by light-colored curtains. The lighting is soft and natural, diffused through the window, casting subtle shadows.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_55bd81eb0a8cba94b80bd32a7b743d0c",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_55bd81eb0a8cba94b80bd32a7b743d0c"
+  },
+  {
+    "instance_id": "mem_openhumanvid_d97251b642ac468a1ad346fe3ae2dde4",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/d97251b642ac468a1ad346fe3ae2dde4.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A middle-aged man lies reclined on a hospital bed, his short black hair neatly styled, face marked by bruises and a small cut near his lower lip bleeding slightly. He wears a light green t-shirt with a faint white graphic beneath a blue zip-up jacket. His eyes are wide open, gazing upward. Two medical staff in white coats flank the bed, gripping its rails, under cool fluorescent lighting.",
+          "The man slowly sits up, pushing himself forward with deliberate motion, his body swaying slightly as he rises from the bed. He turns away from the camera, stepping toward the far end of the room, his back now visible as he walks deeper into the background, partially obscured by the edge of the frame.",
+          "The hospital room remains still—pale blue walls, teal flooring, and sterile white equipment. The bed is empty, the rails untouched. Fluorescent lights hum softly overhead. No movement, no sound. Only the quiet clinical space persists, devoid of human presence.",
+          "From the distant background, a figure emerges—slowly walking forward, silhouette growing clearer. The man’s dark hair and blue jacket become visible as he steps into the midground, one foot ahead of the other, approaching the camera with steady, measured steps.",
+          "The man stands fully in frame, centered and still. His short black hair is neatly styled, his face bears the same bruises and cut near the lip, blood trickling down. He wears the identical light green t-shirt with a faint white print beneath a blue zip-up jacket. He faces the camera, eyes wide, unchanged from the beginning."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's facial expression change from alert to dazed during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the t-shirt visible under the man's hoodie?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. White",
+            "D. Black"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the red marks on the man's face consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the man wearing on his upper body?",
+          "options": [
+            "A. A white shirt",
+            "B. A blue hoodie over a green t-shirt",
+            "C. A white lab coat",
+            "D. A red sweater"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's hair appear wet or dry throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features three individuals in a hospital setting. The central figure is a middle-aged man lying on a hospital bed, appearing to be in his late 30s or early 40s, with short black hair styled neatly. He has visible injuries—bruises and cuts on his face, including a small wound near his lower lip with blood trickling down. He wears a light green t-shirt with a faint white graphic print underneath a blue zip-up jacket. His posture is reclined, head resting on a white pillow, eyes wide open, facing upward toward the camera. Two medical staff members, partially visible, flank the bed—one on each side—wearing white lab coats and holding the bed’s white plastic railings. The background shows a clinical environment with pale blue walls, a teal floor, and fluorescent lighting casting a cool tone over the scene. No accessories are visible on the central figure.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_d97251b642ac468a1ad346fe3ae2dde4",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_d97251b642ac468a1ad346fe3ae2dde4"
+  },
+  {
+    "instance_id": "mem_openhumanvid_21203e720304f439acdd21384f41584f",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/21203e720304f439acdd21384f41584f.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman in her late 30s or early 40s stands closely embraced with a man in a softly lit office. She has shoulder-length dark brown hair, a few strands framing her face, wearing a white blouse with thin black vertical stripes under a dark blazer. Her left wrist displays a sleek black watch with a metallic band, and she holds the blazer tightly around him.",
+          "The woman begins to step away, moving steadily toward the right side of the frame. Her body turns slightly, revealing more of her profile as she glides forward. The blazer drapes over her arm, and the watch catches the light as her hand lifts gently. Only half of her remains visible as she edges out.",
+          "The office space is now empty—bookshelves lined with books and binders stand quietly, a framed abstract painting hangs on the wall, and soft natural light filters through unseen windows. The air feels still, the embrace gone, leaving only the calm, untouched environment behind.",
+          "From the left edge of the frame, the woman re-enters slowly, her silhouette emerging into view. Her dark blazer appears first, followed by the curve of her shoulder and the flash of her watch. Her hair falls gently across her face as she steps forward, partially visible again.",
+          "The woman is fully back in frame, standing centered once more. Her shoulder-length dark brown hair frames her face, the white striped blouse beneath the dark blazer, and the sleek black watch gleams on her left wrist. She is exactly as before—still, poised, and complete."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When the woman turns her back to the camera, does her long dark hair remain visible?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the smartwatch worn by the woman?",
+          "options": [
+            "A. Silver",
+            "B. Black",
+            "C. Gold",
+            "D. Blue"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the white piece of paper still visible in the woman's left hand after she turns around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What pattern is visible on the woman's shirt?",
+          "options": [
+            "A. Polka dots",
+            "B. Stripes",
+            "C. Floral",
+            "D. Solid"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's facial expression remain consistent (showing emotion) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two people, one woman and one man, engaged in an intimate embrace. The woman, appearing to be in her late 30s or early 40s, has shoulder-length dark brown hair styled simply, with a few strands falling across her face. She wears a white blouse with thin black vertical stripes, visible beneath a dark blazer she is holding tightly around the man. Her left wrist bears a sleek black watch with a metallic band. The man, partially obscured, appears to be in his 30s, wearing a crisp white dress shirt and a dark suit jacket. His face is not fully visible. They are positioned centrally in the frame, facing each other closely, with the woman’s eyes closed and her head slightly tilted. The setting is an indoor office or study space, indicated by bookshelves filled with books and binders, a framed abstract artwork on the wall, and soft, natural lighting.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_21203e720304f439acdd21384f41584f",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_21203e720304f439acdd21384f41584f"
+  },
+  {
+    "instance_id": "mem_openhumanvid_b2b0ef76cfdccecd40bb341e68450c82",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/b2b0ef76cfdccecd40bb341e68450c82.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman stands at the base of the grand wooden staircase, her long auburn hair cascading over her shoulders. She wears a tailored emerald green dress with lace trim, pearl earrings, and a vintage silver brooch pinned to her collar. Her hands rest gently on the polished railing, one holding a small leather-bound book. The warm light from the chandelier highlights her poised elegance.",
+          "She begins to ascend the staircase, stepping gracefully with each movement. Her dress flows softly against her legs as she climbs, the book held close to her chest. Only her back and upper body remain visible as she moves upward, disappearing slowly into the bright glow near the top window.",
+          "The staircase is now empty. Sunlight filters through the multi-paned window above, casting soft patterns across the teal and white paneling. The chandelier glimmers faintly, and the vintage lamp on the left emits a steady golden warmth. The air feels still, serene, untouched by motion.",
+          "A figure emerges from the top of the frame, descending the stairs. The silhouette reveals the same emerald green dress and flowing auburn hair, now catching the light as she steps down. Her form grows clearer with each step, the leather-bound book still clutched in her hand.",
+          "She reaches the bottom of the staircase, standing still once more. Her emerald green dress, lace trim, pearl earrings, and silver brooch are exactly as before. Her auburn hair falls naturally around her shoulders, and the book rests gently in her hands. She stands centered, composed, under the soft glow of the chandelier."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man maintain the same hairstyle (short dark hair) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the suit worn by the man in the video?",
+          "options": [
+            "A. Blue",
+            "B. Black",
+            "C. Gray",
+            "D. White"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing any visible accessories such as a watch, glasses, or a tie?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the man's posture change as he walks up the stairs?",
+          "options": [
+            "A. He starts upright and leans forward",
+            "B. He starts leaning forward and becomes upright",
+            "C. He maintains a consistent upright posture",
+            "D. He sits down on the stairs"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's clothing (black suit) appear consistent in color and style when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "There are no people visible in this frame. The image depicts an interior space featuring a grand wooden staircase with polished railings, ascending toward a bright, multi-paned window at the top. The walls are adorned with teal and white paneling, and a chandelier hangs above the stairs. A vintage-style table lamp with a cream shade sits on a surface to the left, casting a warm glow. Below the staircase, there is a low white shelf or counter. The lighting is soft and natural, filtering through the windows, creating a calm and elegant atmosphere. No individuals are present, so no details regarding age, gender, clothing, accessories, hair, or physical features can be provided. The environment suggests a stately home or mansion with classic architectural details.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_b2b0ef76cfdccecd40bb341e68450c82",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_b2b0ef76cfdccecd40bb341e68450c82"
+  },
+  {
+    "instance_id": "mem_openhumanvid_e7d0455f70845b771957733ad8b9761f",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/e7d0455f70845b771957733ad8b9761f.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his early forties stands centered in a narrow urban alley, wearing a light gray dress shirt, dark trousers, and holding a navy blazer over his left arm. He has short, neatly styled black hair, a slim build, and a composed expression. Behind him, six others in formal attire watch attentively, framed by European-style architecture and parked cars under bright daylight.",
+          "The man begins to walk steadily toward the right side of the frame, his posture upright and purposeful. His navy blazer swings slightly with each step as he moves past the group, now partially obscured by the edge of the doorway. The others remain still, their attention fixed on his departure.",
+          "The man is completely out of view, leaving only the empty metal grate and wooden door in focus. The group remains motionless, silhouetted against the sunlit alley. Parked cars line the street, and the warm daylight casts soft shadows across the cobblestone ground.",
+          "From the left edge of the frame, the man re-enters, stepping into view with measured confidence. Only his torso and face are visible at first, the navy blazer draped over his arm. His short black hair catches the light as he walks forward, approaching the center of the scene.",
+          "The man is fully back in frame, standing exactly where he began. He wears the same light gray dress shirt, dark trousers, and carries the navy blazer. His short black hair is neat, his expression calm. The group behind him watches silently as he stands still, perfectly matching his original appearance."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the light blue shirt have a beard when he turns to face the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by the main person in the video?",
+          "options": [
+            "A. Gray",
+            "B. Blue",
+            "C. Light Blue",
+            "D. White"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man in the light blue shirt wearing glasses both before and after turning around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the hairstyle of the man in the light blue shirt?",
+          "options": [
+            "A. Short and curly",
+            "B. Long and wavy",
+            "C. Short and straight",
+            "D. Braided"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man in the light blue shirt maintain the same facial expression (neutral) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image shows seven individuals standing in an urban outdoor setting, likely a narrow street or alleyway between buildings. Six people are visible outside the doorway, facing inward toward a man entering the frame from the right; one person is partially visible on the left edge of the frame. Ages range from late 30s to early 60s, with mixed genders—four men and three women. The central figure, a man in his 40s, wears a light gray dress shirt, dark trousers, and carries a navy blazer. He has short black hair and a slim build. To his right, a bearded man in a blue suit, white shirt, and sunglasses claps enthusiastically. Others wear formal attire: a woman in a black polka-dot dress, another in a white top with a blue jacket, and two men in suits. Accessories include glasses, a crossbody bag, and a briefcase. Hair colors vary from black to gray, styled neatly. They stand on a metal grate near a wooden door, with European-style architecture and parked cars in the background under daylight.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_e7d0455f70845b771957733ad8b9761f",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_e7d0455f70845b771957733ad8b9761f"
+  },
+  {
+    "instance_id": "mem_openhumanvid_a2aa35dcc2c8c3bd5d29bdbaea8e4bf5",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/a2aa35dcc2c8c3bd5d29bdbaea8e4bf5.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A bald Black man in his late 50s to early 60s sits diagonally, facing lower right, wearing thin-rimmed oval glasses with a reflective surface. He’s dressed in a dark charcoal wool suit jacket over a crisp white dress shirt and a subtly shiny gold tie. His posture is forward-leaning, engaged, with defined jawline and calm expression under soft ambient lighting.",
+          "The man slowly rises from his seat, turning slightly toward the background. He walks steadily deeper into the dimly lit space, his silhouette receding as he moves past blurred vertical grates. Only his back and shoulders remain visible, fading into the shadows near the glowing blue-white screen.",
+          "The frame is now empty—no figure in sight. The background remains unchanged: vertical bars softly illuminated, the data feed glowing faintly with indistinct patterns. Shadows stretch across the floor, and the ambient light casts quiet depth, emphasizing stillness and absence.",
+          "From the far edge of the background, a figure emerges—first just a hint of dark fabric, then the gold sheen of a tie catching light. The man walks forward, partially framed, his silhouette growing clearer as he approaches from the depths of the dim corridor.",
+          "The man stands fully in frame, identical to before—bald head, thin-rimmed oval glasses reflecting light, dark suit jacket, crisp white shirt, and gold tie with subtle shine. His posture is slightly leaned forward, face calm and composed, seated once again in the same position, stationary and present."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the bald man maintain his bald head appearance throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the frames of the glasses worn by the man?",
+          "options": [
+            "A. Black",
+            "B. Silver",
+            "C. Brown",
+            "D. Transparent"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's facial expression consistent throughout the video, or does it change?",
+          "options": [
+            "Consistent",
+            "Changes"
+          ],
+          "answer": "Changes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the man's suit jacket?",
+          "options": [
+            "A. Dark gray",
+            "B. Black",
+            "C. Navy blue",
+            "D. Charcoal"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's tie remain visible and unchanged in color and style throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two men, with the primary focus on a bald Black man in his late 50s to early 60s, wearing thin-rimmed oval glasses with a reflective surface. He is dressed in a dark suit jacket, likely black or charcoal wool, over a crisp white dress shirt and a gold-colored tie with a subtle sheen. His posture is slightly leaned forward, suggesting engagement in conversation, and he is seated, facing diagonally toward the lower right of the frame. To his left, partially out of focus, is another man—light-skinned, possibly middle-aged—with short hair, visible only from the side of his face. The background is dimly lit, featuring blurred vertical bars or grates and a glowing screen displaying indistinct blue-white imagery, possibly a map or data feed. Ambient lighting casts soft shadows on the main subject’s face, emphasizing his defined jawline and calm expression.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_a2aa35dcc2c8c3bd5d29bdbaea8e4bf5",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_a2aa35dcc2c8c3bd5d29bdbaea8e4bf5"
+  },
+  {
+    "instance_id": "mem_openhumanvid_bfcdf8f86553f18373f9e3cd3b641ff8",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/bfcdf8f86553f18373f9e3cd3b641ff8.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman in her late 30s to early 40s stands slightly leaning forward, her shoulder-length dark brown hair softly framing her face. She wears a pale pink sleeveless dress with delicate lace-trimmed short sleeves and two front pockets. Her hands are clasped gently, and she smiles warmly in the brightly lit modern kitchen, where red lanterns hang and potted plants add greenery.",
+          "The woman begins to walk steadily toward the right side of the frame, her pale pink dress swaying slightly with each step. Her smile remains as she moves, her dark brown hair catching the light. Only half of her body is visible now, her form gradually disappearing behind the edge of the frame.",
+          "The kitchen remains still and bright, bathed in natural light streaming through sheer curtains. Red Chinese lanterns dangle above, potted plants thrive on the counter, and bar stools line the island. The framed portrait glows softly, and the yellow handbag rests near the seated woman, who continues to smile at her bowl.",
+          "From the left side of the frame, a figure emerges—just the edge of a pale pink sleeve and a glimpse of dark brown hair. The woman steps slowly into view, her lace-trimmed dress beginning to appear. Her movement is calm and deliberate, returning to the center of the warm, sunlit space.",
+          "The woman is fully back in frame, standing slightly leaned forward with her hands clasped. Her shoulder-length dark brown hair falls naturally, and she wears the same pale pink sleeveless dress with lace-trimmed short sleeves and two front pockets. She smiles warmly, exactly as before, stationary and present in the bright, inviting kitchen."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's red headband remain visible throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the top worn by the main person in the video?",
+          "options": [
+            "A. Blue",
+            "B. Pink",
+            "C. Red",
+            "D. Green"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the green bangle on the woman's left wrist consistently visible in all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of garment is the woman wearing over her blue top?",
+          "options": [
+            "A. Jacket",
+            "B. Cardigan",
+            "C. Vest",
+            "D. Scarf"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's hairstyle (hair tied back) remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Three individuals are present in a brightly lit, modern kitchen or dining area. On the left, a woman in her late 30s to early 40s with shoulder-length dark brown hair wears a pale pink sleeveless dress with lace-trimmed short sleeves and two front pockets; she stands slightly leaning forward, hands clasped, smiling. In the center, a man in his 50s with short black hair wears a dark navy t-shirt and gray pants; he leans over a table, looking down at a bowl. On the right, an older woman in her 60s with dark hair pulled back by a red headband wears a dark blue floral-patterned top under a red vest and a pink collar; she sits at the table, smiling, with a green bracelet on her wrist. She holds a spoon in a white bowl. A yellow handbag rests near the seated woman. The background includes potted plants, red Chinese lantern decorations, a framed portrait of a woman, bar stools, and a countertop with jars and bottles. Natural light streams through curtains.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_bfcdf8f86553f18373f9e3cd3b641ff8",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_bfcdf8f86553f18373f9e3cd3b641ff8"
+  },
+  {
+    "instance_id": "mem_openhumanvid_83b3cedecab05d08da8fb96abf7774a0",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/83b3cedecab05d08da8fb96abf7774a0.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "Inside a car with tan leather seats, two young adults sit in the front. The person on the left has dark brown hair in a messy bun, loose strands framing her face, wearing a cream-colored short-sleeved top with faint polka dots. The person on the right, driving, has short dark hair, a \"55\" tattoo on his neck, and wears a muted plaid shirt over a dark undershirt. Rain streaks the windows, soft daylight illuminating the scene.",
+          "The driver slowly lifts his hands from the steering wheel, shifting his body toward the open door. He begins to rise, moving upward and out of frame, his plaid shirt and tattooed neck visible as he ascends a ramp just beyond the car’s edge, partially obscured by rain-blurred glass.",
+          "The car remains still, empty in the front seat. Tan upholstery glistens under natural light. Raindrops trail down the windshield, blurring the green landscape outside. The steering wheel rests untouched. Silence fills the space where the driver once sat, only the steady patter of rain breaking the quiet.",
+          "A figure descends from above, stepping into view from the top of the frame. The lower half of the man's body appears first—his plaid shirt and jeans visible—then his hands return to the steering wheel. His neck tattoo comes into sight as he lowers himself back into the driver’s seat.",
+          "The driver is fully seated again, hands resting on the wheel. His short dark hair, \"55\" tattoo, and layered plaid shirt are clearly visible. The woman beside him remains unchanged—her messy bun, loose strands, and cream polka-dot top exactly as before. Both are still, framed by rain-streaked windows and soft daylight."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hair remain tied in a bun throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the woman's top?",
+          "options": [
+            "A. Blue",
+            "B. Black",
+            "C. White",
+            "D. Gray"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the small hoop earrings visible on the woman's left ear throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the woman's facial expression change over time?",
+          "options": [
+            "A. From smiling to serious",
+            "B. From neutral to distressed",
+            "C. From contemplative to surprised",
+            "D. Remains calm and consistent"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the woman's white top with blue floral patterns visible and unchanged from start to finish?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two individuals are seated inside a vehicle, both appearing to be in their late teens or early twenties. The person on the left, likely female, has dark brown hair tied into a messy bun with loose strands framing her face; she wears a light-colored, possibly cream or off-white, short-sleeved top with small, faint polka dots. Her posture is relaxed, facing slightly forward but looking toward the right side of the frame. The person on the right, likely male, has short dark hair and a visible tattoo of \"55\" on the left side of his neck, along with another small mark beneath it. He wears a long-sleeved plaid shirt in muted tones of beige, blue, and gray, layered over a darker undershirt. His hands rest on the steering wheel, suggesting he is driving. Both are seated in the front seats of a car with tan interior; raindrops streak the windows, blurring the green landscape outside. Natural daylight filters through, creating soft illumination.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_83b3cedecab05d08da8fb96abf7774a0",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_83b3cedecab05d08da8fb96abf7774a0"
+  },
+  {
+    "instance_id": "mem_openhumanvid_598a47450ab89ffa918d5e99a23920f2",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/598a47450ab89ffa918d5e99a23920f2.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman stands center frame, dressed in a tailored crimson silk qipao with intricate gold embroidery along the collar and sleeves. Her long, dark hair is styled in a sleek low bun, adorned with a delicate pearl hairpin. She wears subtle gold earrings and holds a small red clutch with a silver clasp, standing poised before the purple velvet curtain bearing golden Chinese characters.",
+          "The woman begins to walk steadily toward the right side of the frame, her movements graceful and deliberate. The hem of her qipao sways slightly with each step, and the red clutch remains held close to her side as she moves out of view, only her left shoulder and arm visible at the edge of the frame.",
+          "The stage is now empty. The rich purple velvet curtain fills the frame, its diagonal folds catching the light. The golden characters \"盛女作戰自由行\" gleam brightly above the logo \"好華旅行社,\" while the ornate gold trim glints subtly at the edges. The gray curtain to the left remains still, and no movement disturbs the scene.",
+          "From the left edge of the frame, a sliver of crimson silk reappears—first the sleeve of the qipao, then the curve of her shoulder. The red clutch becomes visible as she steps forward, her silhouette emerging slowly into the light, the pearl hairpin catching a glint as she continues to enter.",
+          "The woman stands fully in frame once more, centered and still. Her crimson silk qipao with gold embroidery, sleek low bun with pearl hairpin, gold earrings, and red clutch are exactly as before. She faces forward, composed and poised, against the backdrop of the purple velvet curtain and glowing golden text."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man with glasses maintain his smile throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of eyewear does the main person wear?",
+          "options": [
+            "A. Contact lenses",
+            "B. Sunglasses",
+            "C. Black-rimmed glasses",
+            "D. No glasses"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's dark suit jacket consistently visible as he sits at the table?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What color is the shirt under the man's suit jacket?",
+          "options": [
+            "A. Blue",
+            "B. Red",
+            "C. White",
+            "D. Gray"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's hairstyle change at any point during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "There are no visible people in this frame. The image displays a richly textured purple velvet curtain with diagonal folds, serving as a backdrop for large golden Chinese characters reading \"盛女作戰自由行\" and a logo beneath them that says \"好華旅行社\" (Hao Hua Li Travel Agency Ltd.). The background includes hints of ornate gold trim on the edges and a partially visible gray curtain to the left, suggesting a stage or theatrical setting. The lighting is even and bright, highlighting the texture of the fabric and the reflective quality of the text and logo. No individuals, clothing, accessories, hair, or physical features are present or discernible in this still.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_598a47450ab89ffa918d5e99a23920f2",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_598a47450ab89ffa918d5e99a23920f2"
+  },
+  {
+    "instance_id": "mem_openhumanvid_995567eab15684b2bc9227f6918c661e",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/995567eab15684b2bc9227f6918c661e.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late thirties to early forties stands close to the camera, filling the frame. He has a light brown complexion, short dark brown hair swept back with a slight side part, and wears thick black-rimmed rectangular glasses resting low on his nose. Dressed in a crisp muted brown collared shirt, he gazes downward with a faint smirk, set against a dimly lit office backdrop featuring a blurred white blueprint pinned to a dark wall.",
+          "The man begins to shift forward, stepping slowly toward the right side of the frame. His body angles slightly as he moves, the edge of his shoulder and collar still visible. His expression remains contemplative, eyes glancing down, while the dim ambient lighting casts soft shadows across his face and shirt.",
+          "The man is now completely obscured by a large, dark pillar that rises from the floor, blocking the entire view. Only the cool-toned office environment remains—dark walls, faint outlines of furniture, and the white blueprint hanging motionless in the hazy background, illuminated by subtle overhead lights.",
+          "From behind the pillar, the man starts to emerge on the left side of the frame. First, the tip of his collar appears, followed by the curve of his shoulder and the edge of his glasses. His movement is deliberate, slow, as he steps into view, the faint smirk returning to his lips.",
+          "The man is fully back in frame, standing in the same position as before. He wears the same muted brown collared shirt, neatly pressed, with the crisp collar visible. His dark brown hair is swept back, and the thick black-rimmed glasses sit low on his nose. His expression holds a subtle smirk, eyes looking down and slightly toward the camera, the dim office backdrop unchanged behind him."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the video maintain the same hairstyle throughout the clip?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the frames of the glasses worn by the man?",
+          "options": [
+            "A. Black",
+            "B. Brown",
+            "C. Silver",
+            "D. Blue"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man's facial expression consistently neutral to slightly smiling across all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the color of the man's collared shirt?",
+          "options": [
+            "A. White",
+            "B. Beige",
+            "C. Gray",
+            "D. Tan"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's stubble (chin and cheeks) appear consistently in every frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features one adult male, appearing to be in his late thirties to early forties, with a light brown complexion and a lean facial structure. He wears black-rimmed rectangular glasses with thick frames, which sit slightly low on his nose. His dark brown hair is short, neatly styled, and swept back from the forehead, with a slight side part. He is dressed in a muted brown or beige collared shirt made of a smooth, possibly cotton-blend fabric; the collar is visible and appears crisp. No jewelry or additional accessories are noticeable. His expression is subtle, with a faint smirk and eyes looking downward and slightly toward the camera, suggesting contemplation or mild amusement. He is positioned close to the camera, filling most of the frame, angled slightly from the left side. The background is dimly lit and blurred, showing a dark wall with what appears to be a white diagram or blueprint pinned to it, indicating an indoor setting—possibly an office or workspace—with cool-toned ambient lighting.",
+      "exit_plan": {
+        "exit": "steps behind a large foreground object (pillar, wall, or vehicle) blocking the view entirely",
+        "return": "emerges from the other side of the occluding object"
+      }
+    },
+    "task_id": "mem_openhumanvid_995567eab15684b2bc9227f6918c661e",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_995567eab15684b2bc9227f6918c661e"
+  },
+  {
+    "instance_id": "mem_openhumanvid_89eb24aae5fb32f897ee3c7e82be71bd",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/89eb24aae5fb32f897ee3c7e82be71bd.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young man stands in the foreground, his slender frame draped in a light gray silk robe with a high collar, exuding ancient nobility. His dark hair is slicked back into a precise topknot beneath an ornate silver filigree headdress, accented by a gleaming yellow pin. His expression is serious, eyes fixed to the right, as blurred greenery and stone architecture frame the overcast outdoor terrace.",
+          "The young man turns slowly, stepping away from the camera with measured grace. His robes flow gently as he walks deeper into the background, his silver headdress catching faint light. Only his back and the curve of his shoulders remain visible as he moves toward the distant edge of the terrace.",
+          "The terrace is now empty—only the stone railing, misty green foliage, and soft architectural details remain under the overcast sky. The air feels still, the scene quiet, with no trace of movement or presence, just the lingering atmosphere of a historical moment suspended in time.",
+          "From the far background, a figure begins to emerge—slowly, deliberately. The silhouette of a young man in light gray robes appears at the edge of the frame, his silver headdress glinting as he steps forward. His form grows clearer, approaching steadily from the depth of the terrace.",
+          "The young man stands fully in frame, identical to before—light gray silk robe, high collar, dark topknot secured beneath the intricate silver filigree headdress with its yellow pin. His expression remains serious, gaze steady. He is motionless, perfectly anchored in place, as if time itself has returned him unchanged."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man wearing the golden helmet have the same hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the primary material of the helmet worn by the main subject?",
+          "options": [
+            "A. Gold",
+            "B. Silver",
+            "C. Bronze",
+            "D. Copper"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the black strap visible under the chin of the man in the golden helmet?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the main color of the fur-like lining inside the helmet?",
+          "options": [
+            "A. Brown",
+            "B. Black",
+            "C. Gray",
+            "D. Purple"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man in the golden helmet maintain a consistent facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, with one prominently in the foreground and another partially visible on the right side. The main subject is a young man, approximately 20–25 years old, with a slender build and fair complexion. He wears a traditional Chinese-style headdress adorned with intricate silver filigree and a yellow decorative pin, suggesting a historical or noble role. His dark hair is neatly styled in an ancient topknot, slicked back and secured beneath the headpiece. He is dressed in a light gray garment with a high collar, likely made of silk or fine linen, indicative of period attire. His expression is serious, eyes focused intently to his right. The second person, seen only from the shoulder and reddish-brown hair, appears to be facing him. They are outdoors, possibly on a balcony or terrace, with blurred greenery and architectural elements in the background under overcast lighting.",
+      "exit_plan": {
+        "exit": "walks away from the camera deeper into the background until disappearing",
+        "return": "walks back toward the camera from the far background"
+      }
+    },
+    "task_id": "mem_openhumanvid_89eb24aae5fb32f897ee3c7e82be71bd",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_89eb24aae5fb32f897ee3c7e82be71bd"
+  },
+  {
+    "instance_id": "mem_openhumanvid_240414c90498f1f8fe1412d2967da618",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/240414c90498f1f8fe1412d2967da618.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young woman lies on her back on a blue and cream floral pillow, her dark shoulder-length hair loosely framing her face. She wears a black satin-like button-down shirt, partially unbuttoned at the top. Two white bandages cover wounds above her right eyebrow and near her left cheekbone, with faint redness and scarring visible. A small cut marks her neck. Her gaze drifts upward and to the right, eyes half-lidded in quiet contemplation.",
+          "Slowly, she lifts her head and pushes herself up from the pillow, her movements deliberate and steady. Her body shifts sideways toward the left edge of the frame, one arm extending forward as she begins to rise. Her silhouette fades slightly into shadow as she moves out of view, only her lower torso and legs still visible.",
+          "The frame is now empty—only the dimly lit background remains. The dark blue fabric with ornate floral patterns stretches across the scene, undisturbed. Soft shadows linger where her body once rested. The floral pillow sits untouched, the cool-toned lighting casting gentle contrasts across the textures.",
+          "From the right side of the frame, a sliver of movement appears—a glimpse of dark hair and the edge of a black satin shirt. She steps cautiously into view, one foot placing down gently on the fabric. Her form grows clearer as she advances, her posture upright but measured, returning slowly to center.",
+          "She stands fully within the frame, facing forward, her appearance identical to before. Dark hair falls loosely over her shoulders, the black satin shirt unbuttoned at the collar. Bandages remain above her right eyebrow and near her left cheekbone, the neck wound still visible. Her gaze is directed upward and to the right, calm and still, as if nothing has changed."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's facial expression remain consistently neutral throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How many adhesive bandages are visible on the woman's face and neck in the video?",
+          "options": [
+            "A. Three",
+            "B. Four",
+            "C. Five",
+            "D. Six"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the red marks on the woman's neck consistent in appearance across all frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the woman's shirt?",
+          "options": [
+            "A. White",
+            "B. Black",
+            "C. Blue",
+            "D. Red"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's head position change significantly during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single young woman, appearing to be in her late teens or early twenties, lies on her back on a patterned blue and cream floral pillow. She has dark, shoulder-length hair loosely styled, with some strands falling across her forehead. Her face shows signs of injury: two white adhesive bandages are placed above her right eyebrow and near her left cheekbone, and there is visible redness and minor scarring around the wound sites. A small cut is also noticeable on her neck. She wears a black satin-like shirt with a button-down collar, partially unbuttoned at the top. Her posture is relaxed but passive, suggesting she may be recovering or unconscious. The lighting is dim and cool-toned, casting soft shadows across her face. The background consists of dark blue fabric with ornate floral designs, possibly part of a bed or couch. No accessories or props are visible, and her gaze is directed slightly upward and to the right, indicating awareness or contemplation.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_240414c90498f1f8fe1412d2967da618",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_240414c90498f1f8fe1412d2967da618"
+  },
+  {
+    "instance_id": "mem_openhumanvid_784aff1067931694c7be27bd7b91b733",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/784aff1067931694c7be27bd7b91b733.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman in her late twenties or early thirties stands centered in a dimly lit interior space, her dark shoulder-length hair neatly pulled back from her face. She wears a simple high-necked black blouse, no jewelry, no accessories. Her fair skin is softly illuminated on one side, shadows deepening the other. Her expression is serious, eyes fixed forward, lips slightly parted, conveying quiet intensity.",
+          "She begins to turn slowly to her right, her movement deliberate and measured. The edge of her black blouse brushes against the frame as she pivots away. Her hair shifts subtly with the motion, her gaze still directed forward, unblinking. The light catches the curve of her jaw as she moves toward the corner, partially disappearing from view.",
+          "The corner is now empty. Only the dark, indistinct background remains—shadows pooling in the corners, faint outlines of walls meeting at a sharp angle. The ambient lighting casts a soft glow on the textured surface near the floor, but no trace of the person remains. Silence fills the space.",
+          "From the same corner, a sliver of dark hair emerges, followed by the edge of her black blouse. She rounds the bend slowly, reappearing inch by inch. Her silhouette grows clearer as she steps into the light, her posture upright, her face still obscured by the angle. The scene breathes with anticipation.",
+          "She is fully back in frame, standing exactly where she began. Her dark shoulder-length hair is neatly pulled back, her black high-necked blouse pristine, no accessories visible. Her fair skin glows softly under the directional light, shadows framing one side of her face. Her expression remains serious, eyes steady, lips slightly parted—identical to the moment she first appeared. She stands still, poised."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's eye color appear consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What direction does the woman turn her head during the video?",
+          "options": [
+            "A. Left",
+            "B. Right",
+            "C. Up",
+            "D. Down"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the lighting on the woman's face consistent, highlighting the same areas (forehead and nose) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How would you describe the woman's hairstyle in the video?",
+          "options": [
+            "A. Long and loose",
+            "B. Short and pulled back",
+            "C. Wavy and shoulder-length",
+            "D. Braided"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the woman's facial expression remain neutral and unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features a single individual, a woman appearing to be in her late twenties or early thirties. She has dark, shoulder-length hair styled neatly, pulled back from her face, with no visible accessories such as jewelry or headwear. Her facial features include a straight nose, full lips slightly parted, and expressive dark eyes that are gazing directly forward with a serious, contemplative expression. She appears to have fair skin with subtle natural makeup, emphasizing her eyes. No clothing details are visible due to the close-up framing, which focuses tightly on her face and upper neck. Her posture is upright, suggesting attentiveness or tension. The background is dark and indistinct, likely an interior space with low ambient lighting, creating shadows across one side of her face while the other is softly illuminated, possibly by a directional light source off-camera. The overall atmosphere is somber and intimate, emphasizing her emotional state.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_784aff1067931694c7be27bd7b91b733",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_784aff1067931694c7be27bd7b91b733"
+  },
+  {
+    "instance_id": "mem_openhumanvid_61b0ad2b7871543b8529bfe4e9d62751",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/61b0ad2b7871543b8529bfe4e9d62751.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late twenties, dressed in a richly embroidered red robe with intricate gold patterns and a soft pink inner collar, stands solemnly. His dark hair is neatly pulled back, revealing a somber face streaked with tears. Beside him, a woman rests her head on his shoulder, adorned with an ornate golden hairpin set with blue gemstones, her elaborate black updo signifying noble status. The warm, blurred orange-red background glows like fire, casting emotional light on their intimate sorrow.",
+          "The man slowly turns to the left, his red robe flowing with deliberate grace as he begins to walk out of frame. His tear-streaked face remains visible for a moment, eyes downcast, before only the edge of his sleeve and the curve of his shoulder linger at the left boundary of the shot.",
+          "The frame now holds only the warm, fiery orange-red backdrop, softly blurred and glowing like embers. No figures remain—just the lingering warmth and texture of the scene, untouched by movement, silent and still, evoking absence and quiet tension.",
+          "From the right side of the frame, the edge of a rich red robe reappears, followed by the man’s shoulder and the glint of gold embroidery. He steps forward steadily, his dark hair tied back, the corner of his tear-streaked face emerging into view as he returns from the shadows.",
+          "The man stands fully in frame once more, wearing the same intricately patterned red robe with gold thread and pink inner collar. His dark hair is neatly pulled back, tears still tracing his cheeks, and beside him, the woman rests her head on his shoulder, her golden hairpin with blue gems gleaming. They are still, rooted in the same moment of sorrow under the warm, fiery glow."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the red robe maintain the same hairstyle throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the robe worn by the man in the video?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. Red",
+            "D. Yellow"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is there a tear visible on the man's face during the entire duration of the clip?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the background behind the man?",
+          "options": [
+            "A. Orange",
+            "B. Yellow",
+            "C. Red",
+            "D. Green"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression remain consistently sad or pained throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, a man and a woman, both appearing to be in their late twenties or early thirties. The man, positioned centrally, wears a richly embroidered red robe with gold patterns and a pink inner collar, suggesting traditional East Asian attire, possibly from a historical drama. His dark hair is styled neatly, pulled back from his face, and he has a somber expression with visible tears streaming down his cheeks. He gazes downward toward the woman beside him, whose head rests gently against his shoulder. She wears an ornate golden hairpin with blue gemstones, indicating a high social status. Her black hair is styled in an elaborate updo typical of ancient Chinese nobility. The background is a warm, blurred orange-red hue, likely representing a fiery scene or dramatic lighting, enhancing the emotional intensity. The lighting highlights the man’s face and the texture of their garments, emphasizing the intimacy and sorrow of the moment.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_61b0ad2b7871543b8529bfe4e9d62751",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_61b0ad2b7871543b8529bfe4e9d62751"
+  },
+  {
+    "instance_id": "mem_openhumanvid_d900fb214e8ef58e8218bb594fdf7028",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/d900fb214e8ef58e8218bb594fdf7028.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman with short, dark brown curly hair styled in a vintage fashion, adorned with a delicate hairpin, stands beside a man near a sunlit window. She wears a teal coat over a beige, red, and white striped scarf, pearl earring glinting, bold red lipstick accentuating her lips. The man, in a light gray cardigan over a cream vertically striped shirt, gazes downward as she looks toward him, their closeness suggesting quiet tension.",
+          "The woman begins to turn away, stepping forward toward the staircase behind them. Her teal coat sways slightly as she ascends, one foot rising onto the first step. Her profile remains visible, hair catching the light, while the man stays rooted, his expression unchanged, watching her move out of frame.",
+          "The staircase now empty, sunlight streams through the large window, illuminating the greenery outside. The space where they stood is still, quiet, only the faint echo of movement lingering. The room feels suspended—no figures, no motion, just stillness and natural light filling the interior.",
+          "From the top of the staircase, a figure descends slowly into view. First, the edge of a teal coat appears, then a glimpse of the striped scarf and curling dark hair. The woman’s silhouette grows clearer as she steps down, her presence returning gradually, the scene reawakening with her return.",
+          "The woman stands fully in frame, her appearance unchanged—short curly dark brown hair with a decorative hairpin, teal coat, striped scarf in beige, red, and white, pearl earring, bold red lipstick. She faces the man once more, still and composed, the moment restored exactly as it began."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the woman's hairstyle remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the man's outer garment?",
+          "options": [
+            "A. Blue",
+            "B. Gray",
+            "C. White",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman wearing the same earrings throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary color of the man's shirt underneath the cardigan?",
+          "options": [
+            "A. Blue",
+            "B. Green",
+            "C. White",
+            "D. Beige"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man maintain the same facial expression throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, a woman on the left and a man on the right, both appearing to be in their late 30s to early 40s. The woman has short, dark brown, curly hair styled in a vintage fashion with a decorative hairpin; she wears a teal coat over a striped scarf in beige, red, and white, paired with a pearl earring. Her makeup includes bold red lipstick. The man has short black hair, a neutral expression, and is dressed in a light gray cardigan over a cream-colored, vertically striped dress shirt. He appears slightly heavier set and stands close to the woman. They are positioned indoors near a large window with natural daylight illuminating the scene; greenery is visible outside. The woman looks toward the man, who gazes downward, suggesting a moment of contemplation or tension. No props are held, but their proximity indicates an intimate or serious interaction.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_d900fb214e8ef58e8218bb594fdf7028",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_d900fb214e8ef58e8218bb594fdf7028"
+  },
+  {
+    "instance_id": "mem_openhumanvid_4576a9b26e38a6e01d0ab43a2c804bd7",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/4576a9b26e38a6e01d0ab43a2c804bd7.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late twenties or early thirties sits upright inside a dimly lit vehicle, his short dark hair neatly styled and face clean-shaven. He wears a crisp white shirt beneath a dark jacket, with a large black over-ear headset around his neck, microphone angled toward his mouth. His gaze is fixed downward, focused intently on something out of frame, the ambient blue-gray light casting subtle shadows across his features.",
+          "The man shifts slightly, pushing himself up from the seat and turning toward the right side of the frame. His movements are deliberate and controlled as he rises, the headset remaining securely in place. Only his torso and shoulder remain visible as he steps forward, disappearing gradually behind the edge of the frame.",
+          "The interior of the vehicle remains in view—dashboard illuminated faintly, steering wheel centered, and a blurred figure in similar gear seated in the background. The circular transparent scope in the foreground glows softly under the low light, emphasizing the quiet tension of the scene. No movement, no presence—only stillness and anticipation.",
+          "From the left side of the frame, a dark silhouette emerges, stepping into view with measured precision. The edge of a dark jacket appears first, followed by the sleek outline of the headset and the top of a white shirt. The man continues to walk forward, his form becoming more defined as he re-enters the space.",
+          "The man stands fully within the frame, posture upright and expression focused, just as before. His short dark hair is unchanged, the white shirt crisp under the dark jacket, and the professional-grade headset rests firmly around his neck. He faces forward, motionless, the ambient blue-gray light highlighting every detail exactly as seen at the start."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's hairstyle change from short black hair to a different style during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt visible under the jacket?",
+          "options": [
+            "A. Blue",
+            "B. White",
+            "C. Gray",
+            "D. Beige"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing the same orange-brown watch on his left wrist throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of headphones does the man have around his neck?",
+          "options": [
+            "A. In-ear",
+            "B. Over-ear",
+            "C. Bone conduction",
+            "D. Wireless"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression remain consistent while he is on the phone?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "A single male individual, appearing to be in his late twenties or early thirties, is seated inside a vehicle, likely a car or specialized vehicle given the visible steering wheel and dashboard elements. He has short, dark black hair styled neatly, with a clean-shaven face and a focused expression. He wears a white shirt underneath a dark jacket, though only the upper torso is visible. Around his neck is a large, black over-ear headset with a microphone extending toward his mouth, suggesting communication or monitoring activity. The headset appears professional-grade, possibly used for tactical or operational purposes. His posture is upright, leaning slightly forward as he looks downward, concentrating on something out of frame. The environment is dimly lit, with ambient blue-gray lighting indicating nighttime or low-light conditions. In the foreground, a circular transparent object—possibly a scope or part of equipment—is partially visible, adding to the technical atmosphere. The background is blurred but shows another person wearing similar gear, hinting at a team operation.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_4576a9b26e38a6e01d0ab43a2c804bd7",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_4576a9b26e38a6e01d0ab43a2c804bd7"
+  },
+  {
+    "instance_id": "mem_openhumanvid_7bda0fd8f6ce9ad0df725fb277d41615",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/7bda0fd8f6ce9ad0df725fb277d41615.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman with shoulder-length dark brown hair sits at a wooden kitchen table, wearing a gray long-sleeved V-neck sweater over a black undershirt and blue jeans. Her posture is relaxed yet expressive, hands gesturing mid-conversation. A white mug rests before her, and natural light bathes the room, highlighting white cabinets, a yellow teapot on the stove, and decorative plates on the wall.",
+          "The seated woman rises slowly from the chair, turning to her left as she begins walking out of frame. Her gray sweater sways gently with each step, and her dark hair falls loosely around her shoulders. The background remains still—only her movement draws focus as she exits toward the left edge of the frame.",
+          "The kitchen is now empty of the woman. Sunlight streams through large windows, illuminating the white cabinets, yellow teapot, and patterned plates. The white mug sits untouched on the table, and the younger woman in the pink shirt continues washing dishes at the sink, unaware of the absence.",
+          "A figure re-enters the frame from the right, stepping into view with steady purpose. The gray long-sleeved sweater and dark brown hair are visible first, followed by the blue jeans. She walks calmly toward the center, her presence returning gradually to the warm, sunlit kitchen space.",
+          "The woman stands fully in frame, centered at the table once more. Her shoulder-length dark brown hair frames her face, and she wears the same gray V-neck sweater over a black undershirt and blue jeans. The white mug remains untouched beside her. The kitchen glows with soft daylight, and she stands still, poised and present."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When the woman in the grey sweater stands up and turns away from the camera, does her long brown hair remain visible?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color are the jeans worn by the woman in the grey sweater?",
+          "options": [
+            "A. Black",
+            "B. Blue",
+            "C. Green",
+            "D. Beige"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the woman in the grey sweater still have the same long brown hair when she turns back to face the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What object is the woman in the grey sweater holding before she stands up?",
+          "options": [
+            "A. A book",
+            "B. A phone",
+            "C. A white mug",
+            "D. A remote control"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the woman in the grey sweater wearing the same grey sweater both before and after she stands up?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "Two women are present in a well-lit kitchen. The foreground woman, approximately 35–40 years old, has shoulder-length dark brown hair and is seated at a table, facing slightly to her right with an expressive gesture. She wears a gray long-sleeved V-neck sweater over a black undershirt and blue jeans. Her posture is relaxed yet animated, suggesting she is mid-conversation. In the background, a younger woman, likely in her late teens or early twenties, stands at the sink, wearing a pink button-up shirt and light beige pants. Her hair is pulled back in a ponytail. The kitchen features white cabinets, a yellow teapot on the stove, decorative plates on the wall, and natural light streaming through large windows. A white mug rests on the table near the seated woman, and various kitchen items like bottles and a cutting board are visible. The lighting is soft and warm, indicating daytime.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_7bda0fd8f6ce9ad0df725fb277d41615",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_7bda0fd8f6ce9ad0df725fb277d41615"
+  },
+  {
+    "instance_id": "mem_openhumanvid_742495876ba9f32bc0d45179f29107d6",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/742495876ba9f32bc0d45179f29107d6.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A young adult male stands in sharp focus, his dark hair neatly tied into a topknot with two braided strands framing his face. He wears a cream tunic beneath a dark green scarf, layered under a grayish-black segmented armor vest with brown leather trim and cross-stitch patterns. A red outer garment drapes over one shoulder. His expression is intense, eyes fixed on the blurred figure before him.",
+          "The man begins to move forward, stepping slowly toward a massive stone pillar that looms in the foreground. His posture remains upright, arms at his sides, as he advances. The edge of his red cloak flutters slightly, revealing more of the armored vest as he moves closer to the occlusion.",
+          "The pillar now fully blocks the view. Only the dimly lit chamber remains visible—muted tones, soft shadows, and indistinct architectural details. The air feels still, the silence heavy. No trace of the man remains; the space behind the pillar is empty, the scene undisturbed.",
+          "From the other side of the pillar, a sliver of movement appears—a flash of red fabric followed by the edge of the grayish-black armor. The man emerges gradually, his braided hair catching the faint light as he steps into frame, half-hidden, still moving forward.",
+          "The man is now fully visible, standing in the same position as before. His dark hair is neatly tied in a topknot, braids framing his face. He wears the cream tunic, dark green scarf, segmented armor vest with leather trim, and red outer garment. His expression remains intense, gaze steady. He stands still, unchanged, anchoring the moment."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Is the man's hairstyle (dark hair tied in a topknot) consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main layer of armor visible on the man's chest?",
+          "options": [
+            "A. Green",
+            "B. Beige",
+            "C. Black",
+            "D. Red"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the man have a mustache in both the initial and final frames shown?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What material or texture appears to be underneath the man's armor?",
+          "options": [
+            "A. Red blanket",
+            "B. White fabric",
+            "C. Tatami mat",
+            "D. Leather"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the man lying down in the same position (on his back) in the final frame as he was in the initial frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features two individuals, one in sharp focus and the other blurred in the foreground. The focused person appears to be a young adult male, likely in his late twenties, with a slim build and an intense, serious expression. He has dark, neatly styled hair tied into a topknot with two braided strands framing his face. He wears a layered outfit consisting of a cream-colored inner tunic, a dark green scarf or collar, and a grayish-black segmented armor vest with brown leather trim and cross-stitch patterns, suggesting historical or military attire. His red outer garment is partially visible. No accessories or jewelry are apparent. He stands upright, facing slightly left, gazing intently at the blurred figure. The blurred individual, possibly female, has long dark hair and wears a gray mask covering the lower half of their face. The background is dimly lit and indistinct, with muted tones and soft shadows, indicating an indoor setting, perhaps a chamber or hallway.",
+      "exit_plan": {
+        "exit": "steps behind a large foreground object (pillar, wall, or vehicle) blocking the view entirely",
+        "return": "emerges from the other side of the occluding object"
+      }
+    },
+    "task_id": "mem_openhumanvid_742495876ba9f32bc0d45179f29107d6",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_742495876ba9f32bc0d45179f29107d6"
+  },
+  {
+    "instance_id": "mem_openhumanvid_00f63be129cb6559870673df562fa626",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/00f63be129cb6559870673df562fa626.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A person stands in the storage area, wearing a navy-blue hoodie with white drawstrings, faded jeans, and worn black sneakers. Their dark hair falls loosely past their shoulders, partially obscuring one ear. They carry a red canvas tote bag slung over one shoulder, its strap slightly frayed. The scene is still, lit evenly by overhead fluorescent lights.",
+          "The person turns slowly to the left, stepping forward toward the corner where tile meets carpet. Their movements are deliberate, the tote bag swinging gently with each step. One foot crosses the threshold of the dark carpet as they begin to disappear behind the wooden shelf’s edge.",
+          "The storage area remains quiet and unchanged. The open box reveals stacked vinyl records labeled \"LETTER SIZE,\" while the pink object glows faintly in another container. The green bin sits motionless on the right, and the white tiles reflect the steady artificial light. No trace of the person remains.",
+          "From the same corner, a figure begins to reappear—first the tip of the navy-blue hoodie, then the edge of the red tote bag. The person emerges cautiously, one foot stepping onto the tile, their silhouette framed by the shadowed curve of the shelf.",
+          "The person stands fully in view again, exactly as before: navy-blue hoodie, white drawstrings, faded jeans, black sneakers, dark hair falling past the shoulders, red tote bag over one shoulder. They pause, motionless, facing forward, the scene identical to the first moment."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man's facial expression remain neutral when he turns to face the camera?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the tie worn by the man in the black suit?",
+          "options": [
+            "A. Blue",
+            "B. Yellow",
+            "C. Brown",
+            "D. Green"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the woman wearing white gloves visible throughout the video after she first appears?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What type of container does the woman carry in her hands?",
+          "options": [
+            "A. Plastic bag",
+            "B. Wooden box",
+            "C. Metal briefcase",
+            "D. Paper bag"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man’s hairstyle change from short brown hair to any other style during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "There are no people visible in this frame. The image shows a close-up view of a storage area with several dark wooden boxes on a white tiled floor. One box is open, revealing stacked vinyl records and labeled \"LETTER SIZE.\" A pink object, possibly a toy or electronic device, is partially visible in another box. The background includes a section of dark carpet adjacent to the tile, a portion of a wooden cabinet or shelf, and what appears to be a green trash can or bin on the right edge. The lighting is even and artificial, typical of indoor commercial or institutional spaces. No individuals, clothing, accessories, hair, or physical features are present or discernible in this scene.",
+      "exit_plan": {
+        "exit": "turns a corner and disappears from view",
+        "return": "rounds the same corner and comes back into view"
+      }
+    },
+    "task_id": "mem_openhumanvid_00f63be129cb6559870673df562fa626",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_00f63be129cb6559870673df562fa626"
+  },
+  {
+    "instance_id": "mem_openhumanvid_448c238250b5172276cf17c2af1100d9",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/448c238250b5172276cf17c2af1100d9.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A woman stands centered in the frame, wearing a tailored navy-blue wool coat with gold buttons, black leather gloves, and knee-high brown boots. Her shoulder-length dark hair is swept back by a soft breeze, and she wears round silver-rimmed glasses. She holds a vintage leather satchel over her left shoulder, its strap slung diagonally across her torso. The Shanghai skyline looms behind her, muted under an overcast sky.",
+          "She turns slowly to her left, stepping forward with deliberate grace. Her coat flares slightly as she moves, the satchel swaying with her stride. Her boots click softly on the stone pavement. As she walks, her figure begins to fade from view, only her right arm and part of her coat remaining visible at the edge of the frame.",
+          "The frame now shows only the expansive cityscape—tall glass towers reflecting gray clouds, the Huangpu River winding through the foreground with slow-moving boats. Green trees line the riverbanks, and distant cranes rise above construction sites. The air feels still, heavy with quiet anticipation.",
+          "From the right edge of the frame, a glimpse of navy-blue fabric appears—a corner of the coat—and then the woman’s boot steps into view. She re-enters steadily, the satchel swinging gently at her side. Her silhouette grows clearer as she advances, her glasses catching faint light from the overcast sky.",
+          "She stands fully in frame once more, centered and still. Her navy-blue wool coat, black gloves, and brown boots are exactly as before. Her dark hair remains neatly styled, and the silver-rimmed glasses rest on her face. The vintage satchel hangs over her shoulder. The city behind her is unchanged, the moment frozen in time."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the person in the video have short black hair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the shirt worn by the main person in the video?",
+          "options": [
+            "A. Light Blue",
+            "B. Dark Gray",
+            "C. White",
+            "D. Black"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the person wearing any visible accessories such as a watch, glasses, or a bag?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the person doing while standing by the window?",
+          "options": [
+            "A. Leaning forward to look down",
+            "B. Resting hands on the window frame",
+            "C. Walking away from the window",
+            "D. Facing the camera"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the person's hairstyle change at any point during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "There are no people visible in this image. The frame captures a wide-angle view of the Shanghai skyline, featuring prominent skyscrapers such as the Oriental Pearl Tower and the Shanghai Tower, with the Huangpu River flowing in the foreground. The scene is overcast, with diffused lighting due to cloudy weather, lending a muted tone to the cityscape. Buildings vary in architectural style and height, including modern glass towers and lower commercial structures. Greenery lines the riverbanks, and a few boats are visible on the water. No individuals, clothing, accessories, or physical features can be observed, as the focus is entirely on the urban landscape. The camera appears positioned at a high vantage point, offering a panoramic perspective of the city center from across the river.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the left",
+        "return": "re-enters the frame from the right side"
+      }
+    },
+    "task_id": "mem_openhumanvid_448c238250b5172276cf17c2af1100d9",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_448c238250b5172276cf17c2af1100d9"
+  },
+  {
+    "instance_id": "mem_openhumanvid_18cefc3b61eb7b21a6f8c74a319d2eb0",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/18cefc3b61eb7b21a6f8c74a319d2eb0.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late 50s stands at the center of a stone courtyard, wearing a tailored black suit with a high-collared shirt and dark tie. Over it, he dons an ornate gold-trimmed ceremonial coat, holding a polished wooden walking cane. His graying hair is neatly combed, and he wears a black bowler hat slightly tilted forward. The group around him is dressed in formal black attire, standing solemnly before a classical beige building under overcast skies.",
+          "The man begins to walk slowly toward a wide stone staircase ascending behind the group. He moves with deliberate steps, cane tapping gently on the pavement. His gold-trimmed coat sways slightly as he ascends, and only his lower torso and legs remain visible as he climbs higher into the frame’s upper edge.",
+          "The staircase now stands empty, its worn stone steps leading upward into the gray sky. The courtyard remains still, with the others in black attire continuing their quiet conversations. The classical columns and large windows of the building stand tall, bathed in soft, diffused light. No trace of the man remains.",
+          "From the top of the frame, a figure descends the same stone staircase. Only the lower half of the man appears—his black trousers, polished boots, and the tip of his cane visible as he carefully steps down. The gold trim of his coat glints faintly as he approaches the courtyard floor.",
+          "The man is now fully back in frame, standing where he began. He wears the same ornate gold-trimmed ceremonial coat, black bowler hat, high-collared shirt, and dark tie. His graying hair is neatly styled, and he holds his walking cane firmly. The surrounding group remains unchanged, and he stands still, centered and composed."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "When the woman turns her back to the camera, does her dark hair remain styled in an updo?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the main dress worn by the woman in the video?",
+          "options": [
+            "A. Red",
+            "B. White",
+            "C. Black",
+            "D. Gray"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the woman's black veil remain in place when she turns around to face the camera again?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What accessory is visible on the woman's left hand as she clasps her hands in front?",
+          "options": [
+            "A. A ring",
+            "B. A bracelet",
+            "C. A watch",
+            "D. Nothing"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the woman's standing posture consistent before and after turning around?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The scene features approximately twelve individuals, mostly men and a few women, appearing to be in their late 40s to early 70s. They are dressed in formal black attire, including long overcoats, tailored suits, and high-collared shirts with dark ties. Most wear black bowler hats or wide-brimmed top hats, with one man in the center wearing an ornate gold-trimmed ceremonial coat and holding a walking cane. Several women wear modest black dresses with collars, and one wears glasses. Hair is mostly short, dark, or graying, styled conservatively; one woman has her hair pulled back into a bun. All individuals stand on a stone courtyard in front of a classical beige building with large windows and columns. The lighting is natural and diffused, suggesting an overcast day. People are positioned in small clusters, facing each other in conversation, with some turned toward the camera and others with backs visible.",
+      "exit_plan": {
+        "exit": "ascends a staircase or ramp and moves out of the upper frame",
+        "return": "descends back into view from the top of the frame"
+      }
+    },
+    "task_id": "mem_openhumanvid_18cefc3b61eb7b21a6f8c74a319d2eb0",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_18cefc3b61eb7b21a6f8c74a319d2eb0"
+  },
+  {
+    "instance_id": "mem_openhumanvid_5ed1a592711f34644eafbea26c90c438",
+    "ground_truth": {
+      "video_path": "/data2/zsj/SceneBrain/MemoryBench/data/OpenHumanVid_filtered/videos/5ed1a592711f34644eafbea26c90c438.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_3": [
+          "A man in his late 50s to early 60s stands slightly off-center, facing right with a serious, contemplative expression. He has short, dark hair graying at the temples, neatly combed back, and a thin mustache. Dressed in a dark, high-collared traditional garment made of thick wool or cotton, he is illuminated by soft, warm light from a blurred candle or lantern behind him, casting deep shadows across his weathered face.",
+          "The man begins to walk steadily toward the right side of the frame, his movements deliberate and unhurried. His dark garment sways slightly with each step, and only his upper body remains visible as he moves out of view, the dimly lit wooden background softly glowing around him.",
+          "The frame is now empty—no trace of the man remains. Only the blurred, warm glow of the candlelight lingers, illuminating the wooden beams and indistinct shapes of an old interior space. Shadows stretch quietly across the floor, and the stillness fills the room with a sense of anticipation.",
+          "From the left edge of the frame, the man slowly re-enters, emerging into view. His dark, high-collared garment appears first, followed by the side of his face, still marked by subtle lines and a furrowed brow. The warm light catches the gray at his temples as he steps forward, steady and composed.",
+          "The man is fully back in frame, standing slightly off-center, facing right with his head turned toward the camera. His short, dark hair with gray temples, thin mustache, and dark traditional garment are unchanged—every detail matches exactly as before. He stands still, solemn and present, under the soft glow of the candlelight."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the man in the video have the same mustache throughout the entire clip?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What color is the man's hair?",
+          "options": [
+            "A. Black",
+            "B. Gray",
+            "C. Brown",
+            "D. Red"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the man wearing the same shirt/jacket in every frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What emotion does the man appear to be expressing as the video progresses?",
+          "options": [
+            "A. Happiness",
+            "B. Anger",
+            "C. Sadness",
+            "D. Indifference"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the man's facial expression remain unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Human Consistency: Identity Persistence"
+        }
+      ]
+    },
+    "_meta": {
+      "person_desc": "The image features one adult male, approximately in his late 50s to early 60s, with a weathered complexion and visible facial lines, suggesting maturity and experience. He has short, dark hair with subtle graying at the temples, neatly combed back, and a thin mustache above his upper lip. His expression is serious and contemplative, with slightly furrowed brows. He wears a dark, possibly brown or black, traditional-style garment with a high collar, likely made of thick fabric such as wool or cotton, indicating a historical or period setting. No accessories or jewelry are visible. He is positioned slightly off-center in the frame, facing toward the right side of the image, with his head turned slightly toward the camera. The background is dimly lit, blurred, and appears to be an indoor space with wooden elements and a warm, glowing light source—possibly a candle or lantern—creating a soft bokeh effect. The lighting emphasizes his face while casting shadows, adding depth and drama to the scene.",
+      "exit_plan": {
+        "exit": "walks steadily out of frame to the right",
+        "return": "re-enters the frame from the left side"
+      }
+    },
+    "task_id": "mem_openhumanvid_5ed1a592711f34644eafbea26c90c438",
+    "category": "human",
+    "subcategory": "openhumanvid",
+    "source_task": "0422",
+    "original_task_id": "mem_openhumanvid_5ed1a592711f34644eafbea26c90c438"
+  },
+  {
+    "task_id": "a00047_01422_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00047_01422.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Feet in yellow sneakers step forward through tall grass, pushing aside green blades and small plants, with jeans-covered legs moving rhythmically over uneven ground.",
+          "The camera cranes downward, following the yellow sneakers as they step through dense green grass, pressing down blades and scattering small wildflowers underfoot.",
+          "The camera continues its descent, now focused on a patch of dry soil and scattered stones where the grass thins, with no trace of the feet or jeans remaining in view.",
+          "The camera begins to crane upward, revealing a shadowed expanse of overgrown weeds and dappled sunlight filtering through distant tree branches above.",
+          "The camera rises further, repositioning to show the original scene: yellow sneakers stepping forward through tall grass, jeans swaying with each stride, the ground uneven beneath them."
+        ]
+      }
+    },
+    "original_task_id": "a00047_01422",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00043_01144_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00043_01144.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Hands hold a metal sieve over a mixing bowl and shake it, causing white flour to fall through the mesh in a fine, steady stream onto the mixture below.",
+          "The camera pans left, revealing the edge of the stainless steel mixing bowl and the hand holding the sieve as fine flour cascades through the mesh onto the pale beige batter below. The bright kitchen countertop reflects overhead lighting, emphasizing the contrast between the white flour and the textured mixture. A slight blur at the frame’s right edge hints at motion beyond the primary focus.",
+          "The camera continues panning left, shifting entirely away from the mixing bowl to show a clean stretch of white countertop with only faint traces of flour dust near the edge. The metallic sheen of the bowl is now out of sight, replaced by an unbroken expanse of surface under even lighting, suggesting a quiet pause in activity.",
+          "The camera pans right, moving across the smooth countertop toward the re-emerging corner of the mixing bowl. A sliver of the sieve’s handle comes into view, catching light as it hovers above the bowl. The background remains consistent with soft ambient illumination and no visible hands yet.",
+          "The camera completes its rightward pan, centering on the mixing bowl where the flour has fully settled over the batter, creating a soft mound. The sieve rests slightly tilted above, its mesh still holding residual powder. The scene is well-lit, with clear visibility of the ingredients and the hand poised for the next step."
+        ]
+      }
+    },
+    "original_task_id": "a00043_01144",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00045_00071_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00045_00071.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A camouflage tactical vest is being subjected to mechanical stress by two hydraulic cylinders that push and pull on its sides, causing it to twist and deform repeatedly.",
+          "The camera tracks left, revealing the metallic framework of the testing rig and the red hydraulic hoses snaking across the base, while the camouflage tactical vest remains centered under mechanical stress from the silver cylinders.",
+          "The camera continues tracking left, shifting focus to the blank white wall and a coiled black cable near the electrical outlet, with the entire test apparatus now out of frame and only the edge of the aluminum rail visible.",
+          "The camera tracks right, passing over the smooth surface of the gray workbench and catching a glimpse of the hydraulic cylinder's piston rod glinting under overhead fluorescent lighting.",
+          "The camera returns to its original position, re-centering the camouflaged tactical vest as it twists under force from both hydraulic arms, with the full testing setup clearly visible once more."
+        ]
+      }
+    },
+    "original_task_id": "a00045_00071",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00037_00237_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00037_00237.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Car tire rolls over plastic containers filled with colorful water beads, crushing them and scattering the beads across the asphalt surface.",
+          "The camera orbits clockwise around the car tire, gradually revealing the scattered rainbow-colored water beads spreading across the rough asphalt surface as the tire continues its forward motion over the crushed plastic containers.",
+          "The camera completes its clockwise orbit and moves further away, now capturing only the distant edge of the pavement and a patch of green grass beyond, with no trace of the tire or beads visible in the frame.",
+          "The camera begins to orbit counterclockwise, drawing closer to the scene while framing the textured asphalt and the lingering colorful beads that glisten under natural daylight.",
+          "The camera returns to its original position, re-establishing the full view of the car tire resting above the flattened plastic trays and the vibrant water beads spread across the ground."
+        ]
+      }
+    },
+    "original_task_id": "a00037_00237",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00047_02460_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00047_02460.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Feet in dark boots step forward on a leaf-strewn path, crunching dry leaves and grass underfoot, with sunlight filtering through, casting long shadows and illuminating dust particles in the air.",
+          "The camera tilts upward, following the silhouette of legs clad in light gray pants and dark boots as they step forward on a narrow path blanketed with dry, brittle leaves and patches of sunlit grass. Sunlight streams through the trees above, casting long shadows across the ground and illuminating swirling dust particles suspended in the air, creating a hazy golden glow around each footfall.",
+          "The camera continues its upward tilt, revealing only the dappled sunlight filtering through the treetops and the rustling canopy overhead, now completely detached from the ground-level action; the leaf-strewn path and boots are no longer visible, replaced by a serene expanse of green foliage and shimmering light.",
+          "The camera tilts downward, descending past the sun-dappled branches and into the dimming underbrush, where the edge of a shadowed trail emerges beneath scattered oak leaves and tufts of tall grass, still catching the low-angle warmth of the afternoon sun.",
+          "The camera completes its descent, recentering on the same leaf-littered path where the dark boots and light gray pants reappear mid-stride, stepping forward with purpose as sunlight glints off the edges of fallen leaves and dust dances in the air once more."
+        ]
+      }
+    },
+    "original_task_id": "a00047_02460",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00060_01459_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00060_01459.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black deodorant can is placed on a rotating metal shredder, causing it to spin and break apart as the blades crush it, with fragments scattering and smoke rising.",
+          "The camera pans right, revealing the red tarpaulin beside the shredder and the second black AXE deodorant can standing upright, while the shredded fragments of the first can continue to scatter across the rotating metal blades beneath a backdrop of dense green foliage.",
+          "The camera continues panning right, shifting focus entirely to the surrounding garden area where vibrant ivy climbs a weathered wooden fence, leaving the shredder and its contents completely out of frame, with only dappled sunlight filtering through overhead leaves.",
+          "The camera pans left, moving past the edge of the red tarp and the lush shrubs, gradually bringing back into view the blue and yellow hazard-striped shredder housing as it approaches the original vantage point.",
+          "The camera completes its leftward pan, re-centering on the shredder’s metal grating now littered with crushed remnants of the deodorant can, smoke still rising faintly, with the intact second can visible on the red tarp beside it under natural daylight."
+        ]
+      }
+    },
+    "original_task_id": "a00060_01459",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00086_00437_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00086_00437.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Salt and spices are being sprinkled onto a mound of yellowish food in a red bowl, creating a dynamic cascade of white and orange particles settling over the surface.",
+          "The camera pans left, revealing the edge of the red bowl and the textured surface of the yellowish food beneath a cascade of coarse salt and orange spice granules.",
+          "The camera continues panning left, now showing only the blurred rim of the bowl and a section of the wooden countertop, with no trace of the seasoned mound visible.",
+          "The camera pans right, gradually bringing back the corner of the red bowl and the speckled mixture of white salt and reddish-orange spices settling on the food’s surface.",
+          "The camera completes its rightward pan, re-centering on the fully covered mound of yellowish food in the red bowl, now blanketed in a thick layer of salt and spices, with fine particles still gently falling."
+        ]
+      }
+    },
+    "original_task_id": "a00086_00437",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00110_01560_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00110_01560.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Hands attach a metal rod to a spool of white string on a wooden base, then pull the string taut, causing the rod to spin rapidly around the spool.",
+          "The camera tracks left across the bright turquoise surface, following the taut white string as it extends from the spinning spool toward the edge of the frame, revealing more of the smooth wooden base and the metallic rod’s blur in motion.",
+          "The camera continues tracking left, now showing only the empty expanse of the turquoise background with faint traces of string tension lines, the wooden block and spool completely out of sight, leaving behind a clean, uncluttered space under even lighting.",
+          "The camera tracks right, gliding over the same vibrant blue surface, gradually bringing back into view the edge of the wooden base and the trailing end of the white string, hinting at the returning action zone.",
+          "The camera completes its rightward movement, re-centering on the wooden block with the white string spool still rotating rapidly, the metal rod spinning above it, and the original turquoise backdrop fully restored around the dynamic scene."
+        ]
+      }
+    },
+    "original_task_id": "a00110_01560",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00106_00006_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00106_00006.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A massive explosion erupts in an urban area, sending thick black and gray smoke billowing upward and outward. Debris flies through the air as the smoke rapidly expands, obscuring buildings and trees in the foreground.",
+          "The camera tilts upward, revealing the expanding plume of thick black smoke rising against the clear blue sky, with dust clouds swirling around damaged buildings and a partially collapsed structure in the foreground.",
+          "The camera continues tilting upward, now capturing only the upper edges of distant high-rises and the top of the smoke column, while the explosion site and surrounding trees are completely obscured from view.",
+          "The camera begins tilting downward, bringing into frame the tops of green trees and the dusty remnants of the blast zone, with smoke still drifting across the urban landscape below.",
+          "The camera completes its downward tilt, re-establishing the original viewpoint showing the massive smoke cloud dominating the cityscape, debris scattered across rooftops, and the damaged bridge in the foreground under bright daylight."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00006",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00107_01302_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00107_01302.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A spinning wooden blank is being shaped on a lathe, with a gouge removing material and producing fine yellow shavings that fly outward as the tool carves smooth curves into the wood.",
+          "The camera tracks right, following the swirling cascade of yellow wood shavings as they fly off the spinning blank, revealing the dark metal bed of the lathe now coated in fine sawdust and flecks of bright yellow resin.",
+          "The camera continues tracking right, moving past the lathe’s motor housing and into a shadowed corner of the workshop where only scattered wood dust on a concrete floor and a glimpse of a worn tool rack remain visible.",
+          "The camera tracks left, gliding over the edge of the workbench where accumulated shavings form a textured ridge, gradually bringing back the blurred outline of the rotating wooden blank and the gleaming gouge in motion.",
+          "The camera completes its leftward movement, re-centering on the spinning wooden blank with its smooth, curved contours now fully exposed, surrounded by flying shavings and the steady hum of the lathe's motor."
+        ]
+      }
+    },
+    "original_task_id": "a00107_01302",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00117_00065_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00117_00065.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Luggage moves along conveyor belt, with a patterned duffel bag and a wrapped suitcase rolling forward, their positions shifting as the belt transports them through the airport baggage claim area.",
+          "The camera orbits counterclockwise, gliding smoothly along the edge of the conveyor belt as it captures the patterned duffel bag and wrapped suitcase rolling forward under the cool, fluorescent lighting of the baggage claim area. The metallic railings on the left reflect faint glimmers of light, while the green-tinted glass panels on the right create a sleek, modern contrast to the moving luggage. The motion reveals more of the long, narrow conveyor path stretching into the distance, with the black rubber surface showing subtle grooves from continuous use.",
+          "The camera continues its counterclockwise orbit, now fully displaced from the original action zone, revealing a wide expanse of empty conveyor belt flanked by industrial bins and storage crates in the background. The once-visible luggage has vanished from frame, replaced by the dimly lit service corridor where maintenance equipment and trash receptacles line the walls. A faint hum echoes through the space, and the overhead lights cast sharp shadows across the polished floor, emphasizing the absence of travelers and movement.",
+          "The camera begins its clockwise orbit, sweeping back toward the baggage claim area with a steady, deliberate arc that reorients the viewer’s perspective. As it moves, the smooth gray surface of the conveyor belt reappears, now framed by the curved metal railing and the translucent wall paneling. The ambient lighting grows brighter, illuminating dust particles floating in the air and highlighting the texture of the rubberized belt. In the distance, the silhouettes of airport signage become visible, signaling the return to the main terminal flow.",
+          "The camera completes its clockwise orbit, settling into the original vantage point where the patterned duffel bag and wrapped suitcase are clearly visible again, continuing their journey along the conveyor belt. The soft glow of overhead lights reflects off the shiny surface of the luggage, and the rhythmic motion of the belt is uninterrupted. The surrounding environment—metal rails, green glass panels, and distant bins—realigns exactly as before, restoring full continuity to the scene."
+        ]
+      }
+    },
+    "original_task_id": "a00117_00065",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00127_00122_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00127_00122.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black and white tugboat moves steadily across the water, creating ripples and waves as it progresses. Its flags flutter in the wind, and industrial buildings with smokestacks form the backdrop.",
+          "The camera pans right, following the tugboat as it cuts through the dark blue water, its black hull and white superstructure gliding past industrial buildings with towering smokestacks emitting faint plumes of smoke. The German flag flutters atop the mast, catching the sunlight, while cranes and storage tanks line the riverbank under a clear sky.",
+          "The camera continues panning right, revealing a stretch of calm river bordered by green embankments and distant warehouses, with no trace of the tugboat or industrial complex visible—only a quiet dockside path and a lone red buoy bobbing in the foreground under soft afternoon light.",
+          "The camera pans left, sweeping across the tranquil waters toward the cityscape, where a cluster of modern office buildings meets the riverbank, their glass facades reflecting the golden hue of late-day sun; a small ferry approaches from the distance, cutting through gentle ripples.",
+          "The camera completes its pan left, re-centering on the original scene where the tugboat now appears slightly further downstream, its flags still waving, navigating steadily past the same industrial skyline with smoke rising from chimneys and cranes silhouetted against the pale blue sky."
+        ]
+      }
+    },
+    "original_task_id": "a00127_00122",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00121_00337_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00121_00337.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person in boots uses a pressure washer to spray water onto a muddy concrete surface, moving the wand back and forth to clean the area, causing mud and debris to splash and flow away.",
+          "The camera orbits counterclockwise, gradually revealing the wet concrete steps beside the muddy path as the pressure washer’s spray arcs across the ground, dispersing dark sludge and scattered brown leaves under a steady stream of water.",
+          "The camera continues its counterclockwise orbit, now capturing only the edge of the overgrown grassy area and a patch of rain-soaked soil, with the concrete steps and pressure washing activity entirely displaced from view.",
+          "The camera begins a clockwise orbit, slowly drawing back toward the scene, passing by a cluster of damp tree roots and a coiled black hose lying in the mud near the pavement’s edge.",
+          "The camera completes its clockwise orbit, re-centering on the muddy concrete surface where the pressure washer nozzle sprays water across the wet ground, sending ripples through puddles and rinsing away debris near the stone steps."
+        ]
+      }
+    },
+    "original_task_id": "a00121_00337",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00149_00700_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00149_00700.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "water pouring into clear plastic cup from green bottle, creating swirling motion and bubbles as liquid fills bottom of cup",
+          "The camera tilts upward, revealing the edge of a wooden desk and a white keyboard in the background as the green bottle begins to pour water into the clear plastic cup.",
+          "The camera continues its upward tilt, now focusing on the upper portion of the desk where a tangled cable and part of a black speaker are visible, with the original action area completely out of frame.",
+          "The camera tilts downward, bringing back the wooden surface and the clear plastic cup now partially filled with swirling water, capturing the motion of bubbles rising near the bottom.",
+          "The camera completes its downward tilt, re-establishing the full view of the desk scene including the yellow liquid in the beaker, the empty space beside it, and the green bottle still positioned to the right."
+        ]
+      }
+    },
+    "original_task_id": "a00149_00700",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00157_00451_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00157_00451.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Oil is poured into a hot wok, spreading across the surface in a thin stream, creating ripples and expanding outward as it coats the dark, seasoned metal.",
+          "The camera orbits counterclockwise around the wok, capturing the glistening oil as it spreads across the seasoned black surface, reflecting the dim kitchen light and revealing subtle textures in the metal’s patina.",
+          "The camera continues its counterclockwise orbit, now framing the stove’s grates and the blue flame beneath, with the wok fully退出 from view and only the metallic sheen of the burner visible under ambient lighting.",
+          "The camera begins a clockwise orbit, moving past the edge of the stovetop, where the dark cast iron handle of the wok briefly enters frame before gliding toward the surrounding countertop’s speckled granite surface.",
+          "The camera completes its clockwise return, repositioning directly above the wok as the oil settles into a smooth, reflective pool, mirroring the overhead light and the faint outline of the kitchen ceiling."
+        ]
+      }
+    },
+    "original_task_id": "a00157_00451",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00168_00409_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00168_00409.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand stirs a thick, frothy white liquid in a pot with a spoon, creating swirling motion and bubbles on the surface.",
+          "The camera pans left, revealing the edge of the stainless steel pot and the speckled granite countertop beneath it, where a hand holds a spoon stirring a thick, frothy white liquid that bubbles gently on the surface.",
+          "The camera continues panning left, now showing only the dark rim of the pot’s base and the surrounding kitchen environment, including a glimpse of a white appliance and a folded cloth in the background, with no trace of the stirring action visible.",
+          "The camera pans right, capturing the smooth motion across the countertop, passing over the pot's black exterior and reflecting light from the overhead kitchen fixture as it moves toward the original scene.",
+          "The camera completes its rightward pan, re-centering on the stainless steel pot where the hand resumes stirring the creamy, bubbly mixture, the spoon creating swirling patterns in the froth under consistent kitchen lighting."
+        ]
+      }
+    },
+    "original_task_id": "a00168_00409",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00165_00152_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00165_00152.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful balls roll down a wooden track with curved grooves, bouncing and shifting positions as they move forward, guided by the track's contours.",
+          "The camera arcs clockwise, following the vibrant motion of colorful balls as they roll through the wooden track’s curved grooves, their glossy surfaces reflecting soft overhead light.",
+          "The camera continues its clockwise arc, revealing a minimalist white tabletop and distant wooden furniture, with the track now fully displaced from view.",
+          "The camera arcs counterclockwise, sweeping past the edge of the white table and catching glimpses of warm-toned cabinetry in the background.",
+          "The camera completes its counterclockwise return, recentering on the wooden track where the colorful balls continue their rhythmic descent along the grooved path."
+        ]
+      }
+    },
+    "original_task_id": "a00165_00152",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00174_00077_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00174_00077.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand presses down on a transparent lid of a glass tank filled with water, causing ripples and splashes as the water moves upward and outward, while another hand holds a hose nearby.",
+          "The camera tracks left, following the hand pressing down on the transparent lid of the glass tank as water splashes upward and outward, revealing the textured surface of the black metal frame and the surrounding green grass.",
+          "The camera continues tracking left, moving past the edge of the tank and into a view dominated by tall grasses and a patch of sunlit earth, where only the curved white hose remains visible in the lower right corner, with no trace of the original action area.",
+          "The camera tracks right, gliding over the vibrant blue and pink plastic channels near the base of the setup, capturing the wet stone ground and blurred foliage as it reverses course toward the central scene.",
+          "The camera settles back into position, re-establishing the full view of the glass tank with its rippling water surface, the hand still pressing down on the lid, and the hose coiled beside it, all under natural daylight with the surrounding garden clearly visible."
+        ]
+      }
+    },
+    "original_task_id": "a00174_00077",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00172_00462_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00172_00462.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Bricklayer applies mortar to brick with trowel, positions brick on wall, and smooths excess mortar along joint using trowel's edge while aligning with string line.",
+          "The camera arcs counterclockwise, revealing the bricklayer’s hands as they apply mortar to a red brick with a trowel, while the string line guides alignment along the partially built wall.",
+          "The camera continues its counterclockwise arc, shifting focus to the muddy ground beside the drainage grate and exposing stacks of unused bricks in the background, leaving the original masonry work entirely out of frame.",
+          "The camera arcs clockwise, sweeping past the edge of the concrete foundation and briefly capturing the metal grate and scattered debris near the trench before returning toward the construction zone.",
+          "The camera completes its clockwise arc, re-centering on the bricklayer’s hands placing a mortared brick onto the wall, with the string line taut above and fresh mortar smoothing along the joint."
+        ]
+      }
+    },
+    "original_task_id": "a00172_00462",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00191_00002_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00191_00002.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Sliced pickled jalapeños and brine are poured from a can into a stainless steel bowl, creating splashes and bubbles as the contents cascade in.",
+          "The camera pans left, revealing the stainless steel countertop and the edge of a large mixing bowl as brine splashes into view, glistening under the bright kitchen lights.",
+          "The camera continues panning left, now showing only the blurred outline of a commercial refrigerator and a stack of yellow-labeled spice containers, with no trace of the jalapeños or bowl in frame.",
+          "The camera pans right, gliding past a chrome sink and a bottle of dish soap, capturing reflections on wet surfaces before nearing the prep area again.",
+          "The camera completes its rightward pan, re-centering on the stainless steel bowl piled high with sliced pickled jalapeños, their golden-green rings glistening with brine under overhead lighting."
+        ]
+      }
+    },
+    "original_task_id": "a00191_00002",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00188_00140_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00188_00140.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Person sliding down a blue water slide, feet first, with water splashing around as they descend rapidly toward the pool below.",
+          "The camera orbits counterclockwise, sweeping past the vibrant orange slide adjacent to the blue chute, capturing the glistening water cascading down its smooth surface under bright daylight.",
+          "The camera continues its counterclockwise orbit, now framing a dense cluster of tropical palm trees and distant poolside loungers, with the water slide completely out of sight and the sky filling the upper frame.",
+          "The camera begins a clockwise orbit, gliding over the lush greenery bordering the water park, revealing glimpses of the turquoise pool and yellow floatation devices below as it reverses direction.",
+          "The camera completes its clockwise arc, repositioning directly above the blue water slide’s entrance where the person’s feet are visible at the top, poised for descent, with the splash zone and surrounding pools clearly in view."
+        ]
+      }
+    },
+    "original_task_id": "a00188_00140",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00207_00948_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00207_00948.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Almond milk is poured from a carton into a blender jar containing solid ingredients, creating a stream of white liquid that mixes with the contents at the bottom.",
+          "The camera tracks right, following the stream of almond milk as it pours from the carton into the blender jar, capturing the white liquid cascading over solid ingredients like dates and nuts, with the carton’s green and red branding briefly visible against the dark countertop.",
+          "The camera continues tracking right, moving past the blender and revealing a blurred background of kitchen cabinetry and dim lighting, leaving the original action area entirely out of frame, now focusing on an empty stretch of black countertop near a purple box and a small container with a warning label.",
+          "The camera tracks left, gliding smoothly across the dark surface toward the center of the workspace, passing by the edge of the blender base and catching reflections of overhead light on the glossy countertop, with faint outlines of the carton’s corner reappearing in the periphery.",
+          "The camera completes its return track left, re-establishing the full view of the blender jar now filled with creamy white liquid resting atop the blended ingredients, the carton slightly tilted in hand, and the scene illuminated by soft ambient kitchen light."
+        ]
+      }
+    },
+    "original_task_id": "a00207_00948",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00195_00136_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00195_00136.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful balls roll down a wooden track, bouncing off each other as they descend, with some falling off the side while others continue along the groove.",
+          "The camera arcs counterclockwise, revealing the smooth wooden groove of the track as colorful balls tumble down, bouncing off one another with bright splashes of blue, purple, and green against the natural grain. The orange support block beneath the ramp stands out sharply under even lighting, while a silver toy truck rests motionless in the background, its reflective surface catching subtle glints.",
+          "The camera continues its counterclockwise arc, now sweeping past the original action area entirely, showing only a plain white tabletop and the edge of a blue plastic base from the structure. The wooden track and rolling balls are no longer visible; instead, the frame captures an empty corner where light reflects softly off a clean surface, emphasizing spatial emptiness after the dynamic motion.",
+          "The camera arcs clockwise, gradually bringing back the scene’s structural elements—first the edge of the blue base, then the orange support column reappearing into view. A faint shadow traces across the table, hinting at the overhead lighting, while the wooden texture of the track begins to re-enter the frame from the right side.",
+          "The camera completes its clockwise arc, re-centering on the wooden track where the final ball rolls toward the end groove, near the silver toy truck still parked beside it. The polished surface of the track gleams under consistent light, and the vibrant colors of the balls contrast vividly with the warm wood tones, restoring the full context of the playful mechanical setup."
+        ]
+      }
+    },
+    "original_task_id": "a00195_00136",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00208_02003_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00208_02003.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand lifts the yellow dump bed of a toy truck, tilting it upward to release soil into a dug-out hole below, with the truck positioned on a gray ramp in a dirt-filled outdoor setting.",
+          "The camera tracks right across the dirt patch, following the toy dump truck as it sits on the gray ramp with its yellow bed raised, spilling soil into the dug-out hole below, while tall grasses sway gently in the background under natural daylight.",
+          "The camera continues tracking right beyond the edge of the ramp, revealing only the bare earth and scattered green weeds, with the red flower now visible in the distance and no trace of the toy truck or ramp in frame.",
+          "The camera tracks left past the disturbed soil and grassy border, moving steadily toward the original action zone, capturing the texture of damp earth and a glimpse of the gray ramp’s edge reappearing in the lower corner.",
+          "The camera settles back to the initial position, framing the blue and yellow toy dump truck fully on the gray ramp, its bed tilted upward over the hole, soil still settling into the pit beneath, with sunlight casting soft shadows across the scene."
+        ]
+      }
+    },
+    "original_task_id": "a00208_02003",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00208_01445_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00208_01445.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A yellow toy dump truck tilts its bed upward, releasing a pile of brown sand onto the ground. The sand cascades out in a steady flow, creating a small mound as the truck's wheels remain stationary on the sandy surface.",
+          "The camera orbits counterclockwise around the yellow toy dump truck, capturing the cascading flow of brown sand as it spills from the tilted bed onto the textured sandy ground, with small green tufts of grass and a distant mound of dirt visible in the background.",
+          "The camera continues its counterclockwise orbit, moving beyond the original action area to reveal a rocky outcrop and a red construction crane in the midground, while the toy truck and sand pile are no longer in frame, replaced by a wide expanse of dry earth under diffused daylight.",
+          "The camera begins a clockwise orbit, sweeping past the edge of the sandpit where scattered pebbles and sparse vegetation line the perimeter, gradually bringing into view the blurred silhouette of the dump truck’s rear wheels and the remnants of the sand mound.",
+          "The camera completes its clockwise return, re-centering on the yellow toy dump truck now stationary with its bed lowered, the freshly deposited pile of brown sand spread across the foreground, and the original sandy terrain and green tufts clearly visible once more."
+        ]
+      }
+    },
+    "original_task_id": "a00208_01445",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00233_00922_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00233_00922.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Flour is being poured from a blue measuring cup into a metal sieve placed over a bowl, with fine particles falling through the mesh and accumulating below.",
+          "The camera orbits clockwise around the sifting setup, capturing the blue measuring cup tipping flour into the metal sieve as fine particles cascade through the mesh and collect in the bowl below, with a stainless steel countertop and scattered kitchen tools visible in the background.",
+          "The camera continues its clockwise orbit, moving beyond the original action area to reveal a clean section of the industrial kitchen counter, where a stack of wooden cutting boards and a yellow-labeled container rest under bright overhead lighting, with no trace of the flour or sieve in frame.",
+          "The camera begins a counterclockwise orbit, gliding past the edge of the stainless steel sink and briefly showing a bottle of olive oil and a cloth-draped utensil rack before gradually shifting back toward the central workspace.",
+          "The camera completes its counterclockwise return, repositioning to show the metal sieve now filled with sifted flour, the blue measuring cup resting nearby, and the same well-lit kitchen environment as the original scene, with the sifting action fully re-established in view."
+        ]
+      }
+    },
+    "original_task_id": "a00233_00922",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00257_00420_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00257_00420.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful marbles roll along a curved wooden track supported by blue blocks, navigating bends and passing through green ramps, with motion captured in continuous flow.",
+          "The camera arcs counterclockwise, revealing the curved wooden track supported by blue LEGO blocks and red soda cans in the background, as colorful marbles roll smoothly along the beige surface, passing through bright green ramps with momentum.",
+          "The camera continues its counterclockwise arc, now showing a distant view of the white floor and brown baseboard, where the track and marbles are entirely out of frame, leaving only the edge of a blue LEGO structure and ambient indoor lighting visible.",
+          "The camera begins a clockwise arc, gradually bringing into view the side of a red soda can and the lower portion of the blue support blocks, with soft shadows cast across the white tabletop beneath the structure.",
+          "The camera completes its clockwise arc, repositioning to clearly capture the full curved wooden track with marbles rolling past green ramps and blue LEGO supports, returning to the original scene composition with consistent lighting and spatial depth."
+        ]
+      }
+    },
+    "original_task_id": "a00257_00420",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00103_00190_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00103_00190.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person pours a bucket of granular material onto the grassy edge of a pond, causing the contents to spill out and flow into the water, creating ripples and disturbance on the surface.",
+          "The camera tracks right, following the motion of the white bucket as it tilts forward, spilling granular material onto the grassy pond edge; the beige particles cascade into the murky water, creating ripples that spread outward across the surface.",
+          "The camera continues tracking right, moving beyond the spill zone to reveal a patch of dense green vegetation along the bank, with no trace of the bucket or person in frame, only the disturbed water and overhanging branches visible.",
+          "The camera tracks left, gliding past the wet grass and muddy shoreline, passing through the area where the granules once piled up, now partially dissolved into the water’s edge, with faint bubbles still rising near the surface.",
+          "The camera returns to its original position, re-establishing the full view of the pond's edge where the scattered granules rest on the grass and in the shallow water, the disturbed surface gently rippling under natural daylight."
+        ]
+      }
+    },
+    "original_task_id": "a00103_00190",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00238_00697_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00238_00697.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful glass marbles roll down a red wooden ramp with raised blocks, bouncing off them and transitioning onto a wavy wooden track below, where they continue rolling through curved grooves.",
+          "The camera tracks right along the red wooden ramp, following the trajectory of the glass marbles as they bounce off the raised wooden blocks and transition onto the wavy track below, revealing the smooth grain of the light-colored wood and the reflective surfaces of the marbles under bright indoor lighting.",
+          "The camera continues tracking right, moving beyond the edge of the wooden structure so that only the white wall and a sliver of the support beam remain visible, with no trace of the marbles or track in frame, emphasizing the clean, minimalist background and the absence of mechanical motion.",
+          "The camera tracks left across the scene, gliding past the empty space where the marble track once dominated, capturing the texture of the wooden supports and the subtle shadows cast by the overhead light as it reapproaches the original setup.",
+          "The camera completes its leftward movement, repositioning to show the full view of the red ramp and wavy wooden track again, with the polished marbles rolling through the grooves and reflecting vibrant colors against the natural wood grain and neutral backdrop."
+        ]
+      }
+    },
+    "original_task_id": "a00238_00697",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00238_01058_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00238_01058.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful glass marbles roll rapidly down a wooden spiral track, spinning in concentric circles as they descend toward the center.",
+          "The camera tilts upward, revealing the top edge of the wooden spiral track and the colorful marbles tumbling along the outer curve, their glossy surfaces reflecting the bright overhead light as they navigate the first loop.",
+          "The camera continues its upward tilt, now focusing on the smooth white wall behind the structure, where only a sliver of the teal launcher block remains visible, while the entire spiral track and marbles have moved out of frame.",
+          "The camera tilts downward, gradually bringing into view the textured surface of the wooden table beneath the track, with scattered red and blue support pieces faintly visible in the periphery.",
+          "The camera completes its downward tilt, re-centering on the spiral track’s innermost coils where the final marbles converge toward the central hole, their vibrant colors contrasting against the natural wood grain under consistent studio lighting."
+        ]
+      }
+    },
+    "original_task_id": "a00238_01058",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00262_00548_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00262_00548.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Hands place colorful glass marbles one by one into the grooves of a curved wooden track, aligning them in a row along the ridged surface.",
+          "The camera orbits counterclockwise around the wooden track, revealing the smooth grain of the light-colored wood and the reflective surfaces of the colorful glass marbles aligned in the grooves. As it moves, the curvature of the track becomes more pronounced, emphasizing the precision of the ridged design and the way each marble rests snugly in its designated slot.",
+          "The camera continues its counterclockwise orbit, shifting focus away from the marbles and track to expose a plain white surface and the edge of a neutral-toned wall, where no part of the original action remains visible. The texture of the wood is now absent, replaced by clean geometric lines and soft ambient lighting that highlights the emptiness of the space.",
+          "The camera begins a clockwise orbit, gradually reintroducing the scene’s periphery as it sweeps past the white tabletop and the faint shadow cast by the wooden structure, bringing the edge of the curved track back into frame with subtle motion blur indicating re-entry.",
+          "The camera completes its clockwise return, settling on the full view of the wooden track with all five colorful marbles precisely aligned along the ridges, their glossy surfaces catching the light under consistent indoor illumination, restoring the original composition of the action scene."
+        ]
+      }
+    },
+    "original_task_id": "a00262_00548",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00257_00492_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00257_00492.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful balls roll down a multi-level wooden track, navigating curves, loops, and ramps, with some bouncing off barriers and others spinning through a rotating wheel mechanism.",
+          "The camera arcs counterclockwise, smoothly gliding away from the wooden track as it captures the vibrant green and blue supports beneath a bright outdoor sky, revealing more of the surrounding concrete patio and grassy edge.",
+          "The camera continues its counterclockwise arc, now fully displaced from the original scene, showing only the distant corner of a park bench and a patch of sunlight-dappled pavement with no trace of the ball track in view.",
+          "The camera begins its clockwise arc, sweeping back toward the play area, passing over the weathered wooden slats of the table and catching glimpses of the orange launch ramp’s curved edge as it reorients.",
+          "The camera completes its clockwise return, settling directly above the intricate wooden ball track where colorful balls roll through loops and spin past the yellow rotating wheel under natural daylight."
+        ]
+      }
+    },
+    "original_task_id": "a00257_00492",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00325_00018_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00325_00018.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Milk streaming into a cup of coffee, creating ripples and bubbles on the surface as it mixes with the dark liquid.",
+          "The camera pans left, revealing the smooth cascade of milk as it flows into the rich, amber coffee, creating delicate ripples and tiny bubbles on the surface.",
+          "The camera continues panning left, now capturing only the edge of the cup’s rim and a blurred streak of light reflecting off the ceramic surface, with no trace of the milk or coffee visible.",
+          "The camera pans right, gliding past the warm-toned wooden table and catching a soft shadow cast by the cup's handle before slowly re-entering the frame.",
+          "The camera completes its rightward pan, settling on the full view of the coffee cup where milk has fully blended into the dark liquid, forming a uniform golden swirl with gentle foam at the top."
+        ]
+      }
+    },
+    "original_task_id": "a00325_00018",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00327_00364_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00327_00364.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A rally car speeds across a dusty terrain, kicking up a massive cloud of brown dust as it navigates a sharp turn, its body tilting slightly with the motion.",
+          "The camera cranes upward, lifting steadily above the dusty terrain as the rally car’s red-and-blue livery flashes beneath a thick plume of brown dust, its rear tires kicking up debris across the dry, grassy expanse.",
+          "The camera continues its ascent, now soaring high above the landscape where only faint traces of tire tracks remain visible on the sun-baked earth, with distant orange markers and rolling hills filling the frame below.",
+          "The camera begins descending, gliding downward through the hazy air toward the rugged ground, capturing the shifting patterns of shadow and light across the uneven dirt track beneath.",
+          "The camera settles back into its original position, framing the rally car mid-turn as it powers through the dusty course, the vehicle’s sleek form slicing through the air with the same cloud of brown dust trailing behind."
+        ]
+      }
+    },
+    "original_task_id": "a00327_00364",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00284_00243_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00284_00243.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person uses a shovel to transfer soil from a red wheelbarrow into metal mesh planters, scooping and lifting the dirt repeatedly with controlled motion.",
+          "The camera arcs counterclockwise, gradually revealing the side of the red wheelbarrow and the edge of a weathered concrete floor, where a pink-labeled paint bucket rests near a metal-framed shelf. The shovel’s wooden handle glints in natural daylight as it lifts soil from the wheelbarrow, while the mesh planters begin to fill with dark earth. The motion sweeps past the person’s bare foot in a yellow flip-flop, emphasizing the manual effort involved.",
+          "The camera continues its counterclockwise arc, now fully displaced from the original scene, showing only the back wall of a gray storage unit and a partially visible corrugated metal door. The wheelbarrow, shovel, and planters are no longer in frame; instead, the focus shifts to scattered debris on the ground and a rusted hose coiled near a drainage grate under dim ambient light.",
+          "The camera arcs clockwise, sweeping across the wet concrete surface where faint water stains reflect overhead light, then passes by the corner of a white-painted wall and a stack of cardboard boxes. A glimpse of the pink paint bucket reappears in the periphery as the movement reverses course, hinting at the return toward the central activity zone.",
+          "The camera completes its clockwise arc, re-establishing the original action area with the red wheelbarrow centered in view, the shovel mid-scoop, and the metal mesh planters now nearly full of rich brown soil. The person’s feet in yellow flip-flops remain visible, grounding the scene in continuity, while sunlight highlights dust particles rising from the freshly moved earth."
+        ]
+      }
+    },
+    "original_task_id": "a00284_00243",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00328_01916_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00328_01916.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black and blue race car drifts sharply around a curve, tires screeching as thick white smoke billows from the rear, kicking up dust on the asphalt track.",
+          "The camera pans left, following the trail of white smoke as it drifts across the sunlit asphalt, capturing the blurred edge of the guardrail and a cluster of spectators in the background.",
+          "The camera continues panning left, now showing an open expanse of dry grassland beyond the track boundary, with distant hills under a hazy blue sky—no trace of the drifting car remains in frame.",
+          "The camera pans right, sweeping past a red-and-white traffic cone and a faded blue banner fluttering in the wind, revealing a section of empty tarmac near the curve’s exit.",
+          "The camera completes its pan right, recentering on the black and blue race car as it exits the turn, tires still spewing smoke, with the dusty track and crowd barrier now clearly visible again."
+        ]
+      }
+    },
+    "original_task_id": "a00328_01916",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00361_00060_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00361_00060.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person descends a powerful waterfall, arms outstretched, navigating through cascading water and mist, as the force of the falling water surrounds them.",
+          "The camera pans right, revealing the sheer rock face beside the cascading waterfall as mist clings to its surface and sunlight fractures through the spray, illuminating droplets suspended in midair.",
+          "The camera continues panning right, now showing only the turbulent river below where foam churns against dark stones, with no trace of the falling figure or waterfall’s edge remaining in frame.",
+          "The camera pans left, capturing the frothy water's edge where waves lap against moss-covered rocks beneath a dim sky, gradually reintroducing the base of the waterfall into view.",
+          "The camera completes its pan left, re-establishing the full cascade with the churning pool below and the silhouette of the person now submerged in the mist-laden plunge, water roaring around them."
+        ]
+      }
+    },
+    "original_task_id": "a00361_00060",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00327_00512_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00327_00512.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Car tire rolls over a row of colorful water-filled balloons, compressing and bursting them sequentially, releasing streams of colored water onto the concrete surface.",
+          "The camera tracks left, following the tire’s forward motion as it rolls over the red water balloon, compressing it and releasing a burst of crimson liquid onto the wet concrete. The silver rim glints under natural daylight, while droplets scatter across the textured pavement.",
+          "The camera continues tracking left, now showing only the damp ground where the balloons once lay, with streaks of orange and yellow residue fading into the grime. A puddle reflects the sky, and no part of the car or balloons remains in frame.",
+          "The camera tracks right, moving past the lingering traces of colored water on the concrete, capturing the edge of the tire’s shadow and the scattered remnants of green and purple balloon fragments. Sunlight hits the wet surface, creating shimmering reflections.",
+          "The camera tracks right to reframe the original scene, revealing the final state: the row of partially burst balloons lying flat, their colors smeared across the concrete, with the tire still resting above the last intact ones."
+        ]
+      }
+    },
+    "original_task_id": "a00327_00512",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00370_00918_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00370_00918.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A curler in a red and black uniform crouches low, pushing a curling stone forward with intense focus, while two teammates stand nearby holding brooms, ready to sweep the ice as the stone glides toward the target.",
+          "The camera arcs counterclockwise, gliding smoothly past the red and black curling stones resting near the hog line, capturing the polished ice surface reflecting overhead arena lights as it moves away from the delivery zone.",
+          "The camera continues its counterclockwise arc, now positioned beyond the side boards where the blue padded wall and sponsorship banners for \"Mercure Perth Masters\" dominate the frame, with no trace of the curler or stone visible in the shot.",
+          "The camera begins a clockwise arc, sweeping across the empty spectator seating area lined with dark blue fabric and metal railings, passing by a digital scoreboard showing \"DE CRUZ\" and \"MUIRHEAD\" before turning toward the rink.",
+          "The camera completes its clockwise arc, repositioning to face the center of the ice sheet where the curler in the red and black uniform is now crouched low, releasing the stone with intense focus, while teammates stand ready with brooms near the house."
+        ]
+      }
+    },
+    "original_task_id": "a00370_00918",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00442_01043_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00442_01043.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person releases a blue and white bowling ball down the lane, rolling toward the pins at the end. The ball moves smoothly across the polished surface, approaching the arranged pins.",
+          "The camera tracks right along the polished wooden lane, following the blue and white bowling ball as it rolls toward the pins, with the Brunswick branding visible on the pin deck above.",
+          "The camera continues tracking right past the final gutter, revealing the adjacent lane’s empty approach area and the dimly lit back wall where maintenance equipment is stored, leaving the original action entirely out of frame.",
+          "The camera tracks left across the shiny floor, passing the side rail and catching reflections of overhead lights on the glossy surface near the ball return mechanism.",
+          "The camera repositions to the original vantage point, centering the clean white lane with the full set of pins at the end, the Brunswick logo clearly visible above, and the blue and white ball now resting in the gutters after its roll."
+        ]
+      }
+    },
+    "original_task_id": "a00442_01043",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00424_00017_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00424_00017.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Marbles roll down a wooden track, colliding and cascading through curved channels, with colors shifting and merging as they move along the path.",
+          "The camera arcs counterclockwise, revealing the smooth wooden track's grain and the glossy marbles rolling through its curved channels, their vibrant colors—emerald green, deep blue, and fiery red—shifting as they collide and cascade along the path.",
+          "The camera continues its counterclockwise arc, now capturing only the white surface beneath the track and a sliver of the wooden support structure, with no marbles or track features visible in the frame.",
+          "The camera begins a clockwise arc, sweeping across the blank white background before gradually uncovering the edge of the wooden track and the faint shadow cast by its elevated supports.",
+          "The camera completes its clockwise arc, recentering on the full length of the wooden track where the remaining marbles—now including translucent yellow and orange ones—rest in the final curves, with the blue marble settled in the leftmost channel."
+        ]
+      }
+    },
+    "original_task_id": "a00424_00017",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00450_00266_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00450_00266.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A brush applies a clear, viscous liquid in smooth, overlapping strokes across a rectangular surface, spreading it evenly with slight pooling and glistening reflections.",
+          "The camera tilts down, revealing the glistening surface of the clear liquid spreading across the textured beige mat, where fine streaks reflect overhead light and the brush’s motion leaves faint trails of viscous residue.",
+          "The camera continues tilting downward, shifting focus to a plain wooden workbench edge beneath the mat, now showing only the grainy wood and scattered flour dust with no trace of the liquid application visible.",
+          "The camera tilts up, gradually bringing into view the corner of the translucent mat again, where residual sheen from the liquid catches the ambient light and hints at the earlier brushing action.",
+          "The camera completes its upward tilt, re-centering on the full rectangular mat now uniformly coated with the clear substance, its smooth, reflective surface showcasing even coverage and subtle pooling near the edges."
+        ]
+      }
+    },
+    "original_task_id": "a00450_00266",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00389_00171_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00389_00171.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand uses a putty knife to mix and scrape white plaster-like substance in a metal tray, moving the tool back and forth to evenly distribute the material.",
+          "The camera tracks right, following the hand as it lifts the putty knife from the metal tray filled with white plaster-like substance, revealing the textured surface of the workbench beneath and a faint dusting of dry material scattered across its edge.",
+          "The camera continues tracking right, moving beyond the workbench to expose a section of unfinished wall with visible seams and patches, while the metal tray and hand disappear entirely from view, leaving only the bare concrete floor and a distant corner of the room in frame.",
+          "The camera tracks left, gliding past the empty space where the tray once rested, now capturing the worn wooden edge of the bench and a glimpse of the red-handled tool lying still on the surface, with ambient light casting soft shadows across the debris-strewn area.",
+          "The camera completes its return track, re-centering on the metal tray held steady in hand, the putty knife resting atop the smooth, mixed plaster, with the workbench and background wall fully restored to their original framing."
+        ]
+      }
+    },
+    "original_task_id": "a00389_00171",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00452_00904_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00452_00904.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Dark liquid pours from a glass measuring cup into a tall glass filled with ice cubes, creating ripples and bubbles as it flows over the ice.",
+          "The camera pans right, revealing a blurred kitchen counter with a red potted plant and soft daylight filtering through a nearby window, while the glass measuring cup now rests on the edge of the counter, its contents nearly emptied.",
+          "The camera continues panning right, shifting focus to a stainless steel sink with water droplets glistening under overhead lighting, where the original glass and ice are no longer visible, replaced by the gleam of wet faucet handles and a dish towel hanging nearby.",
+          "The camera pans left, capturing the edge of a wooden countertop dusted with coffee grounds and a faint steam rising from a distant French press, gradually bringing back the dim outline of the tall glass near the frame’s edge.",
+          "The camera completes its leftward pan, re-centering on the tall glass now filled with dark liquid swirling over ice cubes, the Pyrex measuring cup resting beside it, illuminated by natural light from the window behind."
+        ]
+      }
+    },
+    "original_task_id": "a00452_00904",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00450_00932_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00450_00932.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Water flows from a copper pipe into a camera lens held beneath it, creating a stream that fills the lens barrel as the person adjusts its position slightly under the flow.",
+          "The camera cranes upward, revealing the sunlit wooden log structure and the copper pipe’s outlet as water streams down into the camera lens below, with dappled shadows dancing across the weathered wood and surrounding greenery.",
+          "The camera continues its upward crane, now capturing only the upper portion of the split log and a sliver of blue sky above, while the flowing water and lens disappear from view, leaving behind dry grasses and the faint outline of a garden hose in the background.",
+          "The camera begins to descend, gradually repositioning through the air above the rustic wooden setup, bringing into frame the top edge of the log and the rust-colored copper pipe, with sunlight glinting off the metal surface.",
+          "The camera completes its downward crane, settling back onto the original scene where the stream of water flows steadily from the copper pipe into the camera lens held beneath it, with the textured log, wet patches, and surrounding foliage clearly visible once more."
+        ]
+      }
+    },
+    "original_task_id": "a00450_00932",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00461_00698_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00461_00698.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A gloved hand guides a chisel against a rapidly spinning wooden blank, shaving off thin curls of wood as the lathe turns, with sawdust flying outward from the point of contact.",
+          "The camera cranes upward, revealing the top edge of the lathe's headstock and the wooden blank spinning with a blur of motion, as fine sawdust scatters across the metal bed beneath. The gloved hand grips the chisel firmly, guiding it along the tapering neck of the piece, while the greenish-yellow stain on the wood’s surface catches the dim workshop light. Behind, a dusty fan grille hums quietly in the background, partially obscured by drifting particles of shavings. The rapid rotation creates a smooth, rounded contour, and the tool’s sharp edge leaves behind delicate curls that spiral away from the contact point.",
+          "The camera continues its upward crane, now showing only the ceiling beams above the workbench, where dust motes float in shafts of natural light filtering through a high window. The lathe and the woodworking action are entirely out of frame, replaced by exposed wooden rafters and a hanging wire for an overhead lamp. Below, the faint outline of a workbench edge remains visible, but no tools or hands appear—only the lingering airborne particles hint at recent activity. The scene is quiet, still, and devoid of motion, emphasizing the contrast between the earlier intensity and this moment of spatial withdrawal.",
+          "The camera begins to crane downward, descending past the rough-hewn beam of the ceiling and re-entering the workshop space, where the lathe’s motor housing comes into view again. The metal casing of the machine is coated with a thin layer of dried resin and wood dust, and the sound of the spinning blank returns faintly. A glimpse of the black tool rest appears at the bottom of the frame, still scattered with curled shavings. As the camera lowers, the ambient lighting shifts slightly, casting deeper shadows across the worn concrete floor, signaling the return toward the original action zone.",
+          "The camera completes its descent, re-establishing the original viewpoint focused on the spinning wooden blank and the gloved hand guiding the chisel with precision. Sawdust flies outward in golden spirals as the tool shapes the tapered end, and the greenish stain on the wood glows under the overhead light. The lathe’s steady hum fills the air, and the metal tool rest supports the chisel firmly. The full context of the woodworking process is restored—the rotating form, the careful hand motion, and the accumulation of shavings on the workbench—all clearly visible once more."
+        ]
+      }
+    },
+    "original_task_id": "a00461_00698",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00519_00332_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00519_00332.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand operates an orange toy excavator, lifting its arm and bucket to scoop sand from the ground and transfer it into a yellow toy dump truck beside it.",
+          "The camera orbits clockwise around the toy construction site, capturing the orange excavator’s arm as it lifts sand and deposits it into the yellow dump truck labeled \"Double E Heavy Industry,\" with fine granules of sand scattering across the textured ground under bright daylight.",
+          "The camera continues its clockwise orbit, now showing a distant patch of bare earth and scattered pebbles where the toys once were, with no trace of the excavator or dump truck visible, only the uneven terrain and faint shadows from overhead lighting.",
+          "The camera begins to orbit counterclockwise, gradually revealing the edge of the sandy play area, where a blue toy wheel and part of a gray plastic track emerge into view, hinting at the return toward the original scene.",
+          "The camera completes its counterclockwise arc, recentering on the orange excavator mid-scoop and the yellow dump truck now partially filled with sand, both clearly visible against the sunlit, grainy surface of the sandbox."
+        ]
+      }
+    },
+    "original_task_id": "a00519_00332",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00464_01903_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00464_01903.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A dump truck tilts its bed upward, releasing a large load of dark soil and rocks onto the ground. The material slides out in a continuous flow as the truck's rear section elevates, creating a growing pile on the muddy construction site.",
+          "The camera cranes downward, revealing the red cab of the dump truck as its bed tilts upward, releasing a cascade of dark soil and rocks onto the muddy ground below, with tire tracks radiating across the uneven terrain.",
+          "The camera continues to crane down, shifting focus to a distant section of the site where a yellow excavator digs into a pile of earth near a waterlogged area, while a lone worker walks along a dusty path under bright midday sun.",
+          "The camera begins to crane upward, capturing the wide expanse of the construction zone with multiple dump trucks in motion and mounds of gravel stretching toward a line of low-rise buildings on the horizon.",
+          "The camera completes its ascent, re-establishing the original view of the red dump truck now stationary with its bed fully lowered, the remaining soil settled into a new pile beside it, and the surrounding churned earth clearly visible under clear skies."
+        ]
+      }
+    },
+    "original_task_id": "a00464_01903",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00528_01131_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00528_01131.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful balls roll down a spiral wooden track, bouncing off each curved level as they descend, creating a cascading motion from top to bottom.",
+          "The camera cranes downward, revealing the wooden base of the spiral track and the colorful balls accumulating on the light-colored platform as they complete their descent, with dappled sunlight filtering through nearby leaves onto the grassy ground.",
+          "The camera continues its downward crane, now showing only the patch of green grass and scattered dry leaves beneath the structure, with the concrete pillar partially visible in the background and no trace of the spiral track or balls remaining in frame.",
+          "The camera begins to crane upward, gradually capturing the lower edge of the wooden base and the vibrant green leaf-shaped tier of the spiral track, while shadows shift across the sunlit grass below.",
+          "The camera completes its upward crane, re-establishing the full view of the colorful spiral track with the balls resting at the bottom of the wooden platform, the concrete pillar standing behind it, and bright daylight illuminating the entire scene."
+        ]
+      }
+    },
+    "original_task_id": "a00528_01131",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00464_00063_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00464_00063.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A bulldozer's blade pushes sand and small rocks forward, creating a pile as it moves across the construction site, with visible tracks forming in the soil.",
+          "The camera tracks left across the construction site, revealing the bulldozer’s blade pushing sand and small rocks forward as it moves along the freshly graded terrain. The red frame of the machine dominates the foreground, while tire tracks crisscross the golden-brown soil. In the background, a yellow excavator rests near a modern building with large glass windows, and concrete curbs line the perimeter. A pile of gravel and scattered yellow safety markers are visible on the right, emphasizing ongoing grading work under overcast skies.",
+          "The camera continues tracking left, shifting focus entirely away from the bulldozer's action area to reveal a wide expanse of untouched earth and a distant treeline bordering the site. The red machinery frame remains in view, but the blade is no longer central. Instead, a long stretch of concrete drainage channel runs parallel to the edge, flanked by bare soil and sparse vegetation. A parked white truck appears in the far distance, and the sky remains gray and cloud-covered, indicating consistent weather conditions across the site.",
+          "The camera tracks right, gradually returning toward the center of the construction zone, bringing back into view the disturbed soil and the path of the bulldozer’s earlier movement. The black blade now reappears at the bottom of the frame, partially filled with compacted sand and small stones. To the left, the yellow excavator sits idle near the building’s entrance, and a section of white concrete curb curves into the scene. The ground shows fresh ruts and mounded dirt, evidence of recent grading activity.",
+          "The camera completes its return movement, re-establishing the original viewpoint directly facing the bulldozer’s blade as it pushes a growing mound of sand and rocks forward. The red frame and black blade dominate the foreground, with the soil forming distinct ridges behind the machine. The yellow excavator remains visible on the left, and the curved concrete curbs frame the edges of the site. A small pile of gravel and scattered debris lie ahead, while the overcast sky casts even lighting across the active construction area."
+        ]
+      }
+    },
+    "original_task_id": "a00464_00063",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00528_02524_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00528_02524.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A child kneels on the floor and interacts with a yellow spinning toy, pressing its red button to activate it. The toy spins rapidly, wobbling upright on the wooden surface as it rotates.",
+          "The camera pans right, revealing a wooden floor illuminated by soft indoor lighting as the yellow spinning toy wobbles upright near a child’s knees clad in dark purple pants. The red button on the toy's surface glows faintly, and translucent beads inside swirl with motion, while the child’s hand rests gently beside it.",
+          "The camera continues panning right, shifting focus to an empty stretch of polished hardwood flooring where only the edge of a dark curtain and a blurred orange-and-white striped object remain visible—no trace of the toy or child remains in frame.",
+          "The camera pans left, sweeping across the quiet room’s neutral-toned floor, catching the subtle reflection of overhead lights on the smooth surface, until the edge of a navy-blue sleeve reappears near the corner of the frame.",
+          "The camera completes its leftward pan, re-centering on the original scene where the yellow spinning toy now lies still on the wooden floor, its red button dimmed, beside the child’s kneeling form in dark clothing, hands resting calmly."
+        ]
+      }
+    },
+    "original_task_id": "a00528_02524",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00557_00097_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00557_00097.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A red circular saw blade rapidly spins and cuts through a light-colored wooden plank, generating fine sawdust as it moves downward in a controlled motion on a miter saw.",
+          "The camera arcs counterclockwise, revealing the yellow and gray DEWALT miter saw mounted on a concrete surface with scattered wood shavings around its base, as the red circular blade spins rapidly through a light-colored wooden plank under bright daylight.",
+          "The camera continues its counterclockwise arc, shifting focus to a patch of green grass beside a weathered wooden fence, where sunlight dapples through leaves and a distant black pickup truck rests in soft shadow, completely removing the saw and wood from view.",
+          "The camera begins a clockwise arc, sweeping past the edge of the miter saw’s metal base and catching glimpses of the operator’s blue jeans and white shirt sleeve as it moves toward the original action zone, with wood dust still clinging to the machine’s housing.",
+          "The camera completes its clockwise arc, recentering on the DEWALT miter saw as the red blade slows to a stop above the freshly cut triangular piece of pine, now resting on the saw’s yellow extension table under clear afternoon light."
+        ]
+      }
+    },
+    "original_task_id": "a00557_00097",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00562_00102_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00562_00102.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Raindrops fall into murky water, creating ripples and splashes that spread outward, with droplets bouncing and dispersing in the dimly lit scene.",
+          "The camera arcs counterclockwise, gliding smoothly over the murky surface as raindrops continue to strike the water, sending ripples through the dimly lit expanse; the yellowish hue of the stagnant pool reflects faint ambient light, while droplets scatter in slow motion, their splashes catching the subtle glow from above.",
+          "The camera continues its counterclockwise arc, now revealing a distant shoreline lined with moss-covered rocks and tangled roots beneath a canopy of dense foliage; the original rain-streaked water is no longer visible, replaced by the quiet stillness of the forest’s edge under a soft, diffused twilight.",
+          "The camera begins a clockwise arc, sweeping across the shadowed bank where damp earth meets overgrown reeds, the air thick with mist and the faint sound of distant rain; droplets cling to blades of grass, glistening under the low light as the lens moves steadily back toward the water's edge.",
+          "The camera completes its clockwise arc, returning to the original vantage point above the murky pond, where raindrops once again fall into the rippling surface, creating delicate crown-shaped splashes that shimmer in the dim, golden illumination of the scene."
+        ]
+      }
+    },
+    "original_task_id": "a00562_00102",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00533_00678_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00533_00678.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A spinning wooden blank rotates rapidly on a lathe while a chisel held by a gloved hand shapes its surface, shaving off thin curls of wood that fly outward.",
+          "The camera arcs clockwise, gradually shifting focus from the spinning wooden blank to the lathe’s metallic bed and the dust-covered floor beneath, where wood shavings accumulate in a scattered pattern near the base of the machine.",
+          "The camera continues its clockwise arc, now fully revealing the workshop wall with its faded paint and hanging tools, while the lathe and chisel are entirely out of frame, leaving only the edge of the workbench and a shadowed corner visible.",
+          "The camera begins to arc counterclockwise, moving back toward the central workspace, capturing the lathe’s warning label and the black handwheel as they re-enter the frame from the right side, with light reflecting off the polished metal surfaces.",
+          "The camera completes its counterclockwise arc, re-centering on the rapidly spinning wooden blank as it is shaped by the chisel held in the gloved hand, with fine wood curls flying outward and the lathe’s motor humming steadily in the background."
+        ]
+      }
+    },
+    "original_task_id": "a00533_00678",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00563_00159_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00563_00159.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Woman dips bubble wand into solution, lifts it, and pulls it forward, creating a large, iridescent bubble that stretches and floats away, reflecting rainbow colors as it drifts through the air.",
+          "The camera pans left, following the trajectory of the iridescent bubble as it drifts away from the woman, capturing the shimmering rainbow hues reflected on its surface against the backdrop of lush green foliage.",
+          "The camera continues panning left, now showing only the dense canopy of leaves and a distant fence line, with the bubble wand and container completely out of frame, emphasizing the serene park environment beyond the original action zone.",
+          "The camera pans right, gradually revealing the edge of the white folding table and the transparent container filled with blue soapy solution, repositioning the scene toward the central activity area.",
+          "The camera completes its rightward pan, re-establishing the full view of the woman in the striped dress standing beside the table, the bubble wand poised mid-air as she prepares for another large bubble formation."
+        ]
+      }
+    },
+    "original_task_id": "a00563_00159",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00563_00169_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00563_00169.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A player strikes the cue ball with a pool cue, causing it to collide with the racked balls, scattering them across the table in various directions.",
+          "The camera arcs clockwise, gradually revealing the blue carpeted floor surrounding the pool table as it moves away from the overhead view, shifting focus from the scattered colored balls to the edge of the green felt surface and the metallic corner pockets.",
+          "The camera continues its clockwise arc, now fully displaced beyond the original action area, showing only the empty blue floor and a portion of the adjacent wall, with no trace of the pool table or balls visible in the frame.",
+          "The camera begins an arc counterclockwise, sweeping back toward the playing area, bringing into view the dark wooden legs of the pool table and the edge of the green felt as it reorients toward the central game space.",
+          "The camera completes its counterclockwise arc, returning to the original overhead position, clearly capturing the final arrangement of the scattered billiard balls on the green felt surface, including the black eight ball near the bottom cushion and the cue ball resting near the top right corner pocket."
+        ]
+      }
+    },
+    "original_task_id": "a00563_00169",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00589_01392_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00589_01392.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Metal tongs lift a golden-brown breaded item from bubbling hot oil, causing splashes and steam, then submerge it back into the vigorously frying oil.",
+          "The camera cranes upward, revealing the stainless steel fryer's rim and the steam rising from the bubbling golden oil as the tongs lift a breaded item, its surface glistening with hot grease.",
+          "The camera continues to crane up, now showing only the upper edge of the deep fryer and the kitchen’s overhead ventilation system, with no trace of the frying food or oil visible in the frame.",
+          "The camera begins to crane downward, gradually bringing into view the metallic sheen of the fryer’s interior and the swirling motion of the hot oil as it bubbles vigorously around submerged items.",
+          "The camera completes its descent, re-establishing the full scene of the deep fryer with the tongs submerging the golden-brown breaded piece back into the sizzling oil, steam curling upward from the surface."
+        ]
+      }
+    },
+    "original_task_id": "a00589_01392",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00606_00626_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00606_00626.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A red polka-dotted ball rolls along a wooden track with curved grooves, transitions onto a smooth surface, and continues rolling toward a logo on a blue and white background.",
+          "The camera pans right, following the red polka-dotted ball as it rolls along the wooden track’s curved grooves, capturing the natural grain of the light oak surface and the dappled sunlight filtering through nearby foliage.",
+          "The camera continues panning right, now showing only the blue-and-white checkered border of the game board and the edge of the GOZER GAME logo, with the wooden track entirely out of frame and the ball no longer visible.",
+          "The camera pans left, revealing the smooth white surface where the ball has come to rest near the bold red and blue GOZER GAME emblem, illuminated by a bright overhead light reflecting off the glossy finish.",
+          "The camera completes its leftward pan, re-establishing the original view of the wooden track with the red polka-dotted ball stationary on the smooth surface beside the logo, framed by the green base and outdoor brick background."
+        ]
+      }
+    },
+    "original_task_id": "a00606_00626",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00595_00224_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00595_00224.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Person wearing gloves uses a hammer to tap a small object near a floor vent, adjusting its position while kneeling on a blue mat with tools nearby.",
+          "The camera arcs clockwise, shifting focus from the worker’s gloved hands tapping a small object near the floor vent to reveal more of the surrounding bathroom space, including the exposed plumbing and stained subfloor beneath the new laminate planks.",
+          "The camera continues its clockwise arc, now capturing only the upper portion of the wall and the baseboard, with the blue kneel pad and tools completely out of frame, leaving the original action area fully displaced.",
+          "The camera begins to arc counterclockwise, gradually revealing the edge of the blue mat and the corner of the triangular ruler as it moves back toward the center of the renovation site.",
+          "The camera completes its counterclockwise arc, re-establishing the original view of the worker’s hands using the hammer near the floor vent, with the wooden plank, measuring tape, and tool kit clearly visible in the frame."
+        ]
+      }
+    },
+    "original_task_id": "a00595_00224",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00606_01009_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00606_01009.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colored balls roll down wooden tracks, bouncing off obstacles and transitioning between elevated sections supported by Coca-Cola cans.",
+          "The camera orbits clockwise around the wooden track structure, revealing the red Coca-Cola cans supporting the elevated sections and the smooth grain of the light wood rails as a yellow ball rolls down the initial slope.",
+          "The camera continues its clockwise orbit, moving beyond the original setup to capture the textured white wall and the shadowed edge of the table, with no trace of the ball tracks or soda cans visible in the frame.",
+          "The camera begins its counterclockwise orbit, sweeping past the corner of the tabletop where the red border of the track is briefly glimpsed before shifting focus toward the base of the wooden ramp resting on a can.",
+          "The camera completes its counterclockwise arc, repositioning directly above the central junction of the wooden rails, clearly showing the blue and red balls navigating the curved path supported by the Coca-Cola cans."
+        ]
+      }
+    },
+    "original_task_id": "a00606_01009",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00606_00994_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00606_00994.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand removes a wooden block, releasing colorful balls that roll out and scatter across the surface, while blue and black balls continue moving along a curved track.",
+          "The camera tilts down, revealing the smooth wooden track with its undulating grooves and the glossy black and blue balls rolling along the curved path, while scattered colorful spheres—green, gold, and pink—bounce across the white surface in disarray.",
+          "The camera continues tilting downward, now capturing only the edge of the white table and a glimpse of the wooden block’s corner, with no trace of the ball track or colorful spheres visible, leaving the frame dominated by empty space and soft shadows.",
+          "The camera tilts up, gradually bringing into view the top surface of the wooden structure and the faint outline of the groove's curve, as light reflects off the polished wood and the scattered remnants of motion remain just out of focus.",
+          "The camera completes its upward tilt, re-establishing the full scene with the wooden track clearly visible, the black and blue balls still in motion along the wavy channel, and the colorful spheres dispersed across the bright white surface beneath even lighting."
+        ]
+      }
+    },
+    "original_task_id": "a00606_00994",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00620_00582_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00620_00582.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand swings an axe downward, striking a piece of wood placed on a log, causing splinters to fly as the blade splits the wood with force.",
+          "The camera tracks right, following the motion of the axe as it arcs downward, capturing the sharp edge slicing through the wood grain and sending splinters flying into the sunlit air above the weathered log surface.",
+          "The camera continues tracking right, now revealing a patch of dry grass and distant shrubs beyond the original chopping area, with only the faint shadow of the log visible at the far left edge of the frame.",
+          "The camera tracks left, gliding past the charred bark of a nearby stump and catching the dappled sunlight filtering through overhead leaves, gradually reorienting toward the central clearing.",
+          "The camera settles back to the original position, framing the split wood resting on the log, the axe held mid-swing in the hand, and the surrounding field bathed in bright daylight under a clear blue sky."
+        ]
+      }
+    },
+    "original_task_id": "a00620_00582",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00607_02300_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00607_02300.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "An axe repeatedly strikes a log, splitting off thin wooden shavings with each forceful downward motion, creating a growing pile of splinters on the bark surface.",
+          "The camera tilts upward, revealing the forest canopy above as dappled sunlight filters through the dense tree cover, casting shifting patterns on the mossy ground where scattered logs lie in disarray.",
+          "The camera continues its upward tilt, now focusing entirely on the treetops and the overcast sky, with no trace of the log or axe visible, only the rustling leaves and distant bird calls hinting at the woodland setting below.",
+          "The camera tilts downward, gradually bringing into view the damp earth littered with pine needles and bark fragments, while the edge of a dark rubber boot reappears near the base of a felled trunk.",
+          "The camera completes its descent, settling back onto the original scene where the axe rests atop the freshly split log, wood shavings piled neatly beside it, and the rhythmic motion of chopping resumes under the soft natural light."
+        ]
+      }
+    },
+    "original_task_id": "a00607_02300",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00626_00327_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00626_00327.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skateboarder rides down a street, loses balance, and falls backward onto the pavement, arms flailing, as the board slides away.",
+          "The camera arcs clockwise, following the skateboarder’s descent as he loses balance and tumbles backward onto the sun-baked asphalt, his arms flailing mid-air while the green-decked board slides away from his grip toward the curb.",
+          "The camera continues its clockwise arc, now capturing a wide stretch of empty street lined with dry palm fronds and a weathered chain-link fence, where the fallen skater and board are no longer in frame, replaced by the shadowed edge of a concrete sidewalk and a distant parked van under bright daylight.",
+          "The camera arcs counterclockwise, sweeping past a rusted metal gate and a faded “No Parking” sign on a cracked sidewalk, gradually bringing back into view the dusty road surface and scattered debris near the curb.",
+          "The camera completes its counterclockwise arc, re-centering on the asphalt where the skateboarder lies motionless, limbs splayed, and the green board rests nearby, framed by the same red-curbed sidewalk and sunlit palm trees as before."
+        ]
+      }
+    },
+    "original_task_id": "a00626_00327",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00610_01067_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00610_01067.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A red toy excavator digs sand with its black bucket, moving it over a silver pipe partially buried in the sand. The arm extends and retracts repeatedly, scooping and depositing sand around the pipe.",
+          "The camera cranes downward, following the red excavator’s arm as it scoops sand near the silver pipe embedded in the granular terrain. The black bucket lifts and deposits material with precise motion, revealing ripples in the beige sand around the metallic conduit. The toy machine’s tracks leave faint impressions, and a hand steadies the cab from above, guiding its operation. Sunlight casts sharp shadows, emphasizing the texture of the sand and the glossy finish of the excavator’s body.",
+          "The camera continues craning down, shifting focus away from the excavation site to reveal a broader expanse of undisturbed sand stretching toward a distant edge of the play area. The red excavator and silver pipe are no longer visible, replaced by smooth, wind-swept dunes and scattered pebbles under consistent daylight. A faint line of footprints marks the boundary of prior activity, but the scene now emphasizes emptiness and stillness beyond the original action zone.",
+          "The camera begins craning upward, slowly ascending from the sandy surface to capture a wider view of the surrounding environment. As it rises, the horizon becomes more defined, showing a pale sky above the textured landscape. The edges of the sandbox emerge into frame, framed by soft light reflecting off the fine grains of sand. No machinery is yet visible, but the movement suggests a return toward the initial focal point.",
+          "The camera completes its upward crane, re-establishing the original action area where the red toy excavator rests beside the partially buried silver pipe. The black bucket hovers mid-air after a scoop, sand cascading from its lip onto the mound nearby. The hand remains on the cab, guiding control, while sunlight highlights the contrast between the bright red body and the golden sand. The scene returns fully to the excavation task, capturing both the machine and its immediate surroundings in clear detail."
+        ]
+      }
+    },
+    "original_task_id": "a00610_01067",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00642_00587_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00642_00587.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful marbles roll down a wooden spiral track, bouncing between steps and moving smoothly along the curved path.",
+          "The camera arcs counterclockwise, smoothly sweeping past the wooden spiral track’s polished grain and rounded steps, capturing the vibrant marbles as they tumble down the curved path with a gentle bounce between each level.",
+          "The camera continues its counterclockwise arc, moving beyond the track’s structure into an empty expanse of white wall and floor, where only the soft shadow of the wooden frame remains visible in the corner of the frame.",
+          "The camera begins a clockwise arc, gliding back through the minimalist space, revealing the edge of the wooden support beam and the faint reflection of light on the smooth surface beneath the track.",
+          "The camera completes its clockwise return, recentering on the full spiral track as colorful marbles roll downward once more, their motion framed by the natural wood texture and clean white background."
+        ]
+      }
+    },
+    "original_task_id": "a00642_00587",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00626_00478_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00626_00478.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Person uses hammer to tap metal pry bar into floor gap, pushing it deeper while holding bar steady with gloved hand, near wall base and exposed subfloor.",
+          "The camera tracks right along the edge of the dark wood flooring, revealing more of the worn blue wall and peeling baseboard as it moves, with the metal pry bar and yellow-headed hammer now positioned near the corner where the subfloor is exposed.",
+          "The camera continues tracking right past the original work area, showing only the bare concrete floor and a section of the deteriorated wall base, leaving the hammer, pry bar, and flooring gap entirely out of frame.",
+          "The camera tracks left across the textured gray flooring, passing over the edge of the cut-out panel and approaching the wall’s base, where patches of old adhesive and discoloration are visible on the subfloor.",
+          "The camera settles back into the initial position, framing the metal pry bar embedded in the floor gap, the gloved hand gripping it firmly, and the yellow-headed hammer resting nearby, with the full action scene clearly re-established."
+        ]
+      }
+    },
+    "original_task_id": "a00626_00478",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00642_00854_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00642_00854.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful balls roll down a wooden ramp, bouncing and tumbling across multiple levels, creating a cascading motion as they descend from top to bottom.",
+          "The camera tracks right along the wooden ramp’s length, following the cascading motion of colorful balls as they tumble down each tier, their glossy surfaces reflecting the bright overhead lighting.",
+          "The camera continues tracking right past the final level of the ramp, now capturing only the red plastic supports and the white wall behind, with no trace of the rolling balls or wooden structure visible.",
+          "The camera tracks left across the smooth white floor, passing the edge of the red frame and revealing a glimpse of the adjacent empty space beside the play structure.",
+          "The camera tracks left until it re-frames the full wooden ramp, where the last few balls are still rolling down the lower tiers, bouncing off the polished wood under consistent indoor lighting."
+        ]
+      }
+    },
+    "original_task_id": "a00642_00854",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00642_01299_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00642_01299.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful translucent balls roll down parallel wooden tracks, bouncing and shifting positions as they move toward curved exits at the end of the ramp.",
+          "The camera orbits clockwise around the wooden track, revealing the smooth grain of the light pine planks and the vibrant reflections on the translucent red and yellow balls as they roll down the parallel grooves.",
+          "The camera continues its clockwise orbit, now capturing only the curved exit ramp and the white wall behind it, with the colorful balls no longer in frame and the original action area fully displaced from view.",
+          "The camera begins a counterclockwise orbit, gliding past the edge of the wooden structure where faint shadows fall across the polished surface, gradually bringing the curved track back into alignment.",
+          "The camera completes its counterclockwise return, re-establishing the full view of the parallel wooden tracks with the green and orange balls rolling toward the exit, their glossy surfaces catching the soft overhead light."
+        ]
+      }
+    },
+    "original_task_id": "a00642_01299",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00642_01963_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00642_01963.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful balls are released one by one into a wooden track, rolling down parallel grooves at varying speeds, creating a cascading motion as they travel toward the bottom.",
+          "The camera tracks left along the wooden track, following the red ball as it rolls down the top groove, its polished surface catching the bright overhead light, while the parallel grooves reveal the smooth grain of the light-colored wood and the dark-stained supports at the edges.",
+          "The camera continues tracking left past the end of the structure, now showing only a plain white wall and the edge of a blue tape mark on the floor, with no trace of the balls or track visible, leaving the scene empty and minimalistic under even lighting.",
+          "The camera tracks right across the blank wall, gradually revealing the corner of the wooden frame and the faint shadow cast by the structure, hinting at the return toward the original setup with consistent ambient illumination.",
+          "The camera completes its rightward movement, repositioning to capture the full wooden track again, where the colorful balls—red, yellow, and blue—are now settled in their final positions within the grooves, the natural wood texture and metallic screw fittings clearly visible under steady lighting."
+        ]
+      }
+    },
+    "original_task_id": "a00642_01963",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00669_00292_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00669_00292.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Car tire rolls forward, crushing colorful gel beads in paper cups, causing them to burst and scatter across the asphalt surface.",
+          "The camera tilts downward, following the tire’s descent as it crushes the first paper cup filled with bright green gel beads, scattering them across the rough asphalt speckled with tiny stones.",
+          "The camera continues its downward tilt, now focusing on the wet, multicolored residue of burst beads spreading across the pavement, with the crushed cups and tire completely out of frame, leaving only a trail of vibrant liquid droplets glistening under daylight.",
+          "The camera begins to tilt upward, revealing the edge of the car tire rolling away from the scene, while the scattered gel beads shimmer in the sunlight against the gray asphalt.",
+          "The camera completes its upward tilt, re-centering on the original action area where the flattened paper cups lie amidst a rainbow splash of gel beads, the tire now paused just beyond the remnants of the colorful mess."
+        ]
+      }
+    },
+    "original_task_id": "a00669_00292",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00670_01404_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00670_01404.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Man swings sword at purple foam figure, striking it forcefully, causing limbs to detach and fly outward as he follows through with motion.",
+          "The camera cranes down, revealing the grassy field beneath the man’s feet as he swings the sword toward the purple foam figure, its limbs beginning to detach with each impact.",
+          "The camera continues craning down, now focusing on the dappled sunlight filtering through the trees and illuminating patches of wildflowers in the foreground, while the man and foam figure are no longer visible.",
+          "The camera cranes up, ascending past the dense green canopy of the forest, capturing the shifting light patterns on the treetops above the clearing.",
+          "The camera completes its upward crane and returns to a level vantage point, showing the man standing over the dismembered purple foam figure, sword in hand, with scattered limbs lying across the sunlit grass."
+        ]
+      }
+    },
+    "original_task_id": "a00670_01404",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00655_00572_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00655_00572.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A large mechanical structure descends vertically into a desert landscape, its base making contact with the ground and kicking up dust as it stabilizes, revealing intricate metallic components and a suspended figure.",
+          "The camera pans left, revealing the rusted metallic lattice of the descending structure as it casts long shadows across the sun-baked desert floor, its intricate framework glinting under the harsh golden light.",
+          "The camera continues panning left, now showing only the endless dunes and scattered shrubs under a hazy sky, with no trace of the mechanical apparatus or the dusty impact zone visible in the frame.",
+          "The camera pans right, sweeping over the arid terrain dotted with dark patches of dry vegetation, gradually bringing back into view the towering base of the mechanical structure anchored in the sand.",
+          "The camera completes its rightward pan, recentering on the stabilized mechanical tower with its suspended figure swaying gently, the dust settling around its base beneath the relentless desert sun."
+        ]
+      }
+    },
+    "original_task_id": "a00655_00572",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00671_00789_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00671_00789.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Gloved hands press and squeeze crumbly brown mixture in a glass bowl, breaking it apart and lifting portions to reveal its texture, with small particles scattering slightly on the blue surface.",
+          "The camera pans left, revealing the edge of the glass bowl and the blue surface beneath as gloved hands continue to press and break apart the crumbly brown mixture, with fine particles scattering slightly toward the frame’s left side.",
+          "The camera continues panning left, shifting focus entirely away from the bowl to show only the textured blue work surface, where a few stray crumbs remain near the edge of the frame, now isolated from any hands or mixing action.",
+          "The camera pans right, gradually bringing back the corner of the glass bowl into view while capturing the faint outline of the crumbly mixture and the lingering dust on the blue surface as it moves toward re-centering.",
+          "The camera completes its pan right, re-establishing the full view of the glass bowl filled with the crumbly brown mixture, now slightly disturbed, with gloved hands poised above it, ready to resume manipulation."
+        ]
+      }
+    },
+    "original_task_id": "a00671_00789",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00685_00148_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00685_00148.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand pours a cloudy liquid from one glass jar into another, while a red sponge is held above the jar with tongs. The liquid flows steadily into the second jar.",
+          "The camera tilts down, revealing the countertop beneath the glass jar as the cloudy liquid flows steadily into the second container, with the red sponge still suspended above the first jar by tongs and a lemon partially visible in the foreground.",
+          "The camera continues its downward tilt, now focusing on the wooden surface and the base of the jars, where the labels are no longer visible and the action of pouring is completely out of frame, leaving only the blurred edges of kitchen appliances in the background.",
+          "The camera tilts up, gradually bringing the upper portion of the glass jar back into view, with the yellow label catching light and the red sponge reappearing at the rim held by metallic tongs against a soft kitchen backdrop.",
+          "The camera completes its upward tilt, re-establishing the original scene with the hand holding the jar, the cloudy liquid mid-pour, and the red sponge hovering above the opening, all clearly framed under warm overhead lighting."
+        ]
+      }
+    },
+    "original_task_id": "a00685_00148",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00676_00096_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00676_00096.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A toy motorcycle with a rider accelerates down an orange slide, its wheels spinning rapidly as it descends the curved surface, navigating the slope with momentum and speed.",
+          "The camera tilts down smoothly, following the toy motorcycle as it accelerates along the curved orange slide, capturing the spinning wheels and rider’s black-and-orange suit against the bright plastic surface.",
+          "The camera continues its downward tilt, shifting focus to the blue stairwell railing and beige wall beside the slide, leaving the motorcycle and slide entirely out of frame, now showing only the empty hallway floor and distant windows.",
+          "The camera begins to tilt upward, revealing the upper section of the staircase and the white handrail, with light streaming through the window above, gradually reorienting toward the slide’s origin point.",
+          "The camera completes its upward tilt, re-establishing the full view of the orange slide and the toy motorcycle at the top, ready to descend again, with the rider's \"02\" jersey clearly visible under the natural daylight from the adjacent window."
+        ]
+      }
+    },
+    "original_task_id": "a00676_00096",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00703_00193_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00703_00193.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person in a red shirt juggles three white balls on dry grass below, viewed from above as they toss and catch the balls in rhythmic motion, while another individual stands nearby observing.",
+          "The camera tilts downward, revealing the white railing of the elevated walkway and the dry, brown grass below where a person in a red shirt juggles three white balls. Sunlight casts sharp shadows across the concrete path beside the lawn, and a dark sedan is parked near the edge of the plaza. The modern, curved architecture of the building looms in the background under a clear blue sky.",
+          "The camera continues its downward tilt, now focusing entirely on the paved sidewalk and adjacent drainage grates, with the juggling figure no longer visible. A lone observer stands motionless near the curb, their shadow stretching long in the bright sunlight. The smooth gray concrete dominates the frame, marked by faint chalk arrows and text, while the white railing curves out of view at the top edge.",
+          "The camera begins to tilt upward, shifting from the ground-level pavement back toward the elevated walkway, capturing the clean lines of the white handrails and the angular geometry of the surrounding structure. The sunlit plaza reappears, and the distant water glints under the sky as the camera ascends through the open space.",
+          "The camera completes its upward tilt, re-establishing the original vantage point overlooking the dry grass where the person in the red shirt continues juggling three white balls. The black sedan remains parked nearby, and the modern white building with its sweeping curves stands prominently against the blue sky, fully framing the scene once again."
+        ]
+      }
+    },
+    "original_task_id": "a00703_00193",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00695_00925_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00695_00925.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful balls roll down a wooden track beneath a yellow funnel, bouncing and scattering across the ground as they exit the final curve.",
+          "The camera arcs clockwise, lifting slightly to reveal the textured concrete surface scattered with bright green and yellow balls, while the wooden track beneath the yellow funnel remains centered in the frame.",
+          "The camera continues its clockwise arc, moving beyond the edge of the wooden structure and focusing on a patch of dry leaves and twigs near a tree trunk, where no part of the ball track or funnel is visible.",
+          "The camera arcs counterclockwise, gliding smoothly past the base of the tree and catching glimpses of fallen foliage and a distant white building before beginning to reframe the scene.",
+          "The camera completes its counterclockwise arc, settling back onto the original view of the yellow funnel and wooden track, where colorful balls are now rolling down the final curve and bouncing across the ground."
+        ]
+      }
+    },
+    "original_task_id": "a00695_00925",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00742_00223_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00742_00223.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A green ball rolls down a yellow spiral track and enters a pink curved ramp, bouncing slightly before continuing along the path.",
+          "The camera cranes upward, revealing the bright yellow spiral track curving above the pink ramp as the green ball descends into view, its glossy surface catching the warm indoor lighting.",
+          "The camera continues craning up, shifting focus to the ceiling where a white vent and wooden beam are now visible, the colorful toy structure entirely out of frame beneath.",
+          "The camera cranes downward, gliding past a blurred edge of a blue baseplate and the polished hardwood floor, bringing back the lower section of the playset into soft focus.",
+          "The camera settles fully down, re-centering on the pink curved ramp with the green ball resting at its end, the yellow spiral track looping overhead in sharp detail under consistent room lighting."
+        ]
+      }
+    },
+    "original_task_id": "a00742_00223",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00764_02393_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00764_02393.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Water splashes into a container with a mesh net, creating ripples and bubbles as it mixes with the contents. Wooden sticks rest on the surface of wriggling eels in shallow water.",
+          "The camera cranes downward, revealing the murky surface of the water as it splashes into the yellow mesh net, sending ripples across the dark liquid and scattering bubbles around the edges of the container.",
+          "The camera continues its descent, now focusing on a dimly lit concrete floor beneath the container, where scattered droplets glisten under overhead lighting, and the wooden sticks rest motionless near a drainage grate—no trace of the eels or splashing remains in view.",
+          "The camera begins to crane upward, passing over the edge of the container’s rim, capturing the textured yellow mesh and the faint reflections of artificial light shimmering on the wet surface above the waterline.",
+          "The camera completes its upward movement, repositioning directly above the shallow water where countless wriggling eels twist beneath the surface, wooden sticks resting diagonally across the frame, and the splash from earlier still echoing in the disturbed water."
+        ]
+      }
+    },
+    "original_task_id": "a00764_02393",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00742_01016_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00742_01016.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful balls roll down a wooden and plastic track, bouncing off red, yellow, and blue blocks, then descending a green wavy slide supported by blue and orange blocks.",
+          "The camera pans leftward along the track’s edge, capturing the vibrant green wavy slide as it curves over blue and orange support blocks, with colorful balls tumbling down the wooden ramp and bouncing off red, yellow, and blue half-cylinder obstacles.",
+          "The camera continues panning left beyond the structure, revealing only a plain white wall and the top edge of a blue block, leaving the entire ball track and action area completely out of frame.",
+          "The camera reverses direction, gliding rightward across the same wall surface, gradually uncovering the corner where the wooden track meets the purple side rails and the bright yellow semicircular bumper.",
+          "The camera completes its return, settling back to the original viewpoint showing the full ball track, including the green wavy slide, blue supports, and the colorful balls rolling through the curved wooden path."
+        ]
+      }
+    },
+    "original_task_id": "a00742_01016",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00742_01453_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00742_01453.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Colorful balls roll along a wooden track, descending through a green tree-shaped structure and spiraling down yellow ramps, with multiple balls moving simultaneously in a continuous motion.",
+          "The camera arcs counterclockwise, revealing the vibrant green tree-shaped structure and the wooden track above it as colorful balls roll along the elevated path. The smooth motion captures the bright orange supports and blue block pillars anchoring the setup, while the yellow spiral ramp below begins to come into view, emphasizing the dynamic flow of motion.",
+          "The camera continues its counterclockwise arc, moving fully away from the original scene so that the wooden track and ball pathway are no longer visible. Instead, the frame now shows a plain white surface with scattered blue building blocks in the distance, and a portion of a red-orange support piece near the edge, indicating the transition beyond the primary action zone.",
+          "The camera begins to arc clockwise, gradually shifting focus back toward the central play area, passing over a section of the white tabletop where a few loose blue blocks lie. A sliver of the yellow spiral ramp reappears at the bottom right, hinting at the return to the main structure.",
+          "The camera completes its clockwise arc, re-establishing the full view of the wooden ball track with its green tree-shaped feature and yellow spiral ramps. Colorful balls continue their descent through the structure, supported by blue and orange blocks, under consistent bright lighting that highlights every detail of the playful setup."
+        ]
+      }
+    },
+    "original_task_id": "a00742_01453",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00785_00984_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00785_00984.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blacksmith's hammer strikes a glowing orange-hot metal piece on an anvil, sending small sparks flying as the metal deforms under repeated blows.",
+          "The camera tilts down, revealing the dark, soot-streaked surface of the anvil beneath the glowing metal, with faint embers drifting upward from the heated iron as the hammer continues its rhythmic strikes.",
+          "The camera continues tilting downward, now capturing only the rough stone floor of the forge, scattered with cold ash and discarded metal shavings, while the bright glow of the fire in the background fades into a distant blur.",
+          "The camera tilts up, slowly repositioning to reveal the edge of the anvil again, where sparks still linger in the air and the dim outline of the blacksmith’s hand grips the hammer handle.",
+          "The camera completes its upward tilt, centering once more on the glowing orange-hot metal resting on the anvil, the hammer poised mid-air above it, ready for another strike as flames flicker in the background."
+        ]
+      }
+    },
+    "original_task_id": "a00785_00984",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00769_00680_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00769_00680.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Waves crash against jagged rocks, creating white foam that spreads across the dark green water, with continuous splashes and churning motion along the shoreline.",
+          "The camera cranes upward, revealing the jagged edges of dark basalt rocks meeting the churning emerald-green sea below, where white foam spirals in chaotic patterns as waves relentlessly crash against the shoreline.",
+          "The camera continues its ascent, now capturing a vast expanse of open ocean with distant cloud shadows drifting over the water’s surface, while the rocky coast vanishes beneath the frame, leaving only the endless motion of swells and wind-swept spray.",
+          "The camera begins to descend, gliding smoothly downward toward the turbulent interface between deep green waters and the sunlit, fractured cliffs, where the rhythm of crashing waves grows audible in the visual return.",
+          "The camera settles back into the original overhead position, framing the same jagged rocks and frothing surf as waves continue to break with force, sending plumes of white foam across the dark, swirling water."
+        ]
+      }
+    },
+    "original_task_id": "a00769_00680",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00786_00033_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00786_00033.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Cue strikes white ball, sending it rolling toward orange ball near pocket; balls collide, white ball rebounds slightly, orange ball remains near pocket edge.",
+          "The camera pans left, following the cue stick’s motion as it strikes the white ball near the edge of the pocket, with the textured gray felt and dark corner rail sharply defined in the frame.",
+          "The camera continues panning left, revealing a section of the pool table’s side wall and the blurred outline of a red-and-white scorecard taped to the frame, while the original action area is now entirely out of view.",
+          "The camera pans right, gliding past the shadowed edge of the table rail and catching the faint reflection of overhead lighting on the smooth surface of the felt.",
+          "The camera completes its rightward pan, re-centering on the pocket where the white ball has rebounded slightly and the orange ball remains perched at the edge, both clearly visible against the darkened background."
+        ]
+      }
+    },
+    "original_task_id": "a00786_00033",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00786_00469_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00786_00469.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Player in red shirt lunges forward to return a fast-paced shot, then quickly retreats as opponent in black shirt advances and strikes the ball with a powerful forehand, causing both players to shift rapidly across the table.",
+          "The camera tracks right, following the player in red as he lunges forward to return a fast-paced shot, capturing the blur of his motion against the vibrant red floor and the blue JOOLA table with its crisp white lines.",
+          "The camera continues tracking right, now showing only the empty side of the court near the blue TMS International banner, where the edge of the table is barely visible and the players have fully exited the frame.",
+          "The camera tracks left, re-entering the scene from the opposite side, revealing the black-shirted player mid-forehand swing with the ball suspended in air above the net and the red mat stretching beneath him.",
+          "The camera settles back into the original position, framing both players again as the red-shirted player retreats and the black-shirted player follows through on his powerful stroke, with the full table and surrounding branding clearly visible."
+        ]
+      }
+    },
+    "original_task_id": "a00786_00469",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00787_00142_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00787_00142.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Person in black leggings and orange cleats dribbles a white soccer ball on grass, using alternating feet to push the ball forward while maintaining close control.",
+          "The camera cranes downward, following the motion of the soccer ball rolling across the vibrant green grass as the player’s orange cleats tap it rhythmically. The close-up reveals the texture of the worn white ball and the crisp lines of the black leggings with a neon green stripe along the side. Sunlight filters through scattered clouds, casting soft shadows that shift with each foot movement.",
+          "The camera continues its descent, now fully focused on the dew-kissed blades of grass where the ball once rolled, leaving only faint imprints in the soil. A distant tree line and the edge of a wooden fence appear at the horizon, with no trace of the player or ball remaining. The lighting remains consistent, but the scene has shifted entirely to an empty expanse of field under overcast skies.",
+          "The camera begins to crane upward, rising steadily from the ground-level view of the damp grass toward the open sky. As it ascends, the blurred outlines of the field’s perimeter come into focus—yellow boundary markers and a weathered goalpost frame the edges. The light brightens slightly, revealing patches of sunlight breaking through the cloud cover above.",
+          "The camera completes its upward motion and stabilizes at a mid-height angle, re-establishing the original action area with the player in black leggings and orange cleats dribbling the white soccer ball across the grassy field. The ball rolls smoothly beneath their feet, and the surrounding environment—green turf, distant trees, and soft daylight—is clearly visible once again."
+        ]
+      }
+    },
+    "original_task_id": "a00787_00142",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00816_01530_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00816_01530.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Hands adjust wooden track pieces, connecting a curved ramp section to support blocks on a white surface.",
+          "The camera cranes upward, revealing more of the white tabletop and the textured beige wall above, as hands adjust a wooden track piece with grooved curves, connecting it to support blocks beneath.",
+          "The camera continues its upward crane, now showing only the upper portion of the wall and a sliver of the table's edge, with the wooden track and hands entirely out of frame, leaving a blank expanse of wall and surface.",
+          "The camera begins descending slowly, gliding downward past the pale wall and catching glimpses of the table’s corner and the light wood grain near the edge, preparing to reframe the scene.",
+          "The camera completes its descent, returning to the original height and angle, now clearly capturing the fully assembled wooden track with hands securing the curved ramp section atop support blocks on the white surface."
+        ]
+      }
+    },
+    "original_task_id": "a00816_01530",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00726_00866_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00726_00866.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A roller coaster train ascends a curved track, tilting upward as it approaches the peak of a loop, with riders visible in white cars secured by restraints.",
+          "The camera pans left, revealing the intricate black steel framework of the roller coaster's loop as it curves upward into the sky, with the white cars of the train now ascending the track and riders leaning back in their seats. Sunlight glints off the polished metal supports, while green foliage frames the lower left edge of the shot, and the red \"Metro Rail\" sign remains visible on the station platform to the far left.",
+          "The camera continues panning left, shifting focus entirely away from the roller coaster structure and now capturing a wide expanse of lush green trees under a bright blue sky dotted with fluffy clouds. A distant lamppost with a red-topped lantern stands near a blue banner marked “IRON,” and the concrete support columns of a nearby bridge come into view, but no trace of the roller coaster or its riders remains in frame.",
+          "The camera pans right, moving steadily across the park landscape, bringing into view the curved silhouette of the roller coaster’s track again, now seen from a slightly lower angle. The white cars are visible mid-loop, tilted upward as they crest the arc, with passengers' arms raised against the backdrop of dense treetops and a pale sky. The red lettering of the ride’s name is partially visible atop the structure.",
+          "The camera completes its pan right, re-establishing the original scene with the full spiral loop of the roller coaster centered in frame, the white train now nearing the top of the curve with riders secured by black restraints. The surrounding greenery, concrete supports, and red \"Metro Rail\" signage are all clearly visible once more, anchoring the action within the familiar amusement park environment."
+        ]
+      }
+    },
+    "original_task_id": "a00726_00866",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00800_00743_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00800_00743.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person uses an orange leaf blower to blow dry leaves off white steps with green treads, moving the blower back and forth across each step.",
+          "The camera pans right, revealing more of the white-painted staircase with green treads as the orange leaf blower sweeps across the lower steps, sending dry brown leaves skittering into the sunlight. The person’s gloved hand grips the blower firmly, their dark jacket contrasting against the bright autumn light reflecting off the clean surface of the steps. A coiled green power cord snakes upward along the stairs, anchored near a white planter at the top landing.",
+          "The camera continues panning right, moving beyond the staircase to show a patch of grass and a section of lattice fencing under dappled shade, where the leaf blower and its operator are now completely out of frame. Sunlight filters through bare tree branches, casting long shadows on the ground, while fallen leaves scatter across the lawn. The scene is quiet, devoid of mechanical hum or human presence, focusing instead on the stillness of the yard's edge.",
+          "The camera pans left, gliding past the lattice fence and returning toward the house, capturing the sunlit corner of the porch where the green hose lies coiled near the base of the steps. A few stray leaves drift in the breeze, and the white railing begins to reappear in the periphery, signaling the approach back to the original action area.",
+          "The camera completes its pan left, re-establishing the full view of the white staircase with green treads, now mostly cleared of leaves except for scattered patches. The orange leaf blower rests on the third step, its nozzle pointed downward, while the operator stands nearby, adjusting the cord. Bright sunlight illuminates the cleaned steps, highlighting the contrast between the tidy surface and the remaining debris at the bottom."
+        ]
+      }
+    },
+    "original_task_id": "a00800_00743",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00820_00450_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00820_00450.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black race car with \"VIAGRA\" branding speeds along a curved track, navigating a turn while maintaining high velocity, its tires gripping the asphalt as it leans into the bend.",
+          "The camera tracks left along the outer edge of the racetrack, following the black race car as it leans into the turn with its tires gripping the asphalt; the yellow safety barriers and red-and-white curbing come into sharp focus beneath a bright midday sun.",
+          "The camera continues tracking left past the final curve, now showing only the empty stretch of gray pavement and the metal fencing beyond, with no trace of the race car visible—only distant grandstands and a lone track worker in high-visibility gear near the pit lane entrance remain in frame.",
+          "The camera begins tracking right across the infield, passing over the concrete apron and chain-link fence, capturing the shadowed underside of the elevated bridge structure and the blurred motion of a maintenance vehicle below.",
+          "The camera completes its return movement, tracking right to reframe the curved section of the track where the black \"VIAGRA\" race car reappears, speeding through the bend with its rear spoiler flaring in the wind, the white line on the asphalt glowing under direct sunlight."
+        ]
+      }
+    },
+    "original_task_id": "a00820_00450",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00817_01487_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00817_01487.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A fishing line with a white disc lure is pulled through clear, shallow water over a rocky, algae-covered riverbed, creating ripples and disturbances as it moves.",
+          "The camera tilts upward, revealing the sunlit surface of the water where ripples distort the reflection of surrounding foliage, while the white disc lure glints briefly before disappearing beneath the shimmering green layer.",
+          "The camera continues its upward tilt, now capturing only the dappled canopy above and the bright sky through the trees, with the riverbed and fishing line entirely out of frame, replaced by a mosaic of sunlight and leaf shadows.",
+          "The camera begins to tilt downward, descending past the dense tree branches into the dimmer underlayer of the forest, where glimpses of moss-covered rocks and trickling water hint at the return to the aquatic scene below.",
+          "The camera completes its downward tilt, re-establishing the clear, shallow riverbed beneath the surface, where the white disc lure rests gently on the algae-dotted stones, still tethered to the fishing line and surrounded by swirling ripples."
+        ]
+      }
+    },
+    "original_task_id": "a00817_01487",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00836_00096_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00836_00096.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Car tire rolls forward, crushing colorful balls one by one, flattening them under pressure as it moves across the concrete surface.",
+          "The camera arcs clockwise, gradually shifting focus from the tire's tread pattern to the cracked concrete surface beneath, where fragments of flattened pink and green balls lie scattered near the wheel’s edge.",
+          "The camera continues its clockwise arc, now capturing only the expanse of weathered pavement and a distant white wall, with no trace of the car or crushed toys remaining in frame.",
+          "The camera begins an arcing counterclockwise motion, sweeping past the gray concrete floor and revealing a glimpse of the vehicle’s undercarriage before slowly reorienting toward the original scene.",
+          "The camera completes its counterclockwise arc, settling back on the tire resting atop the remnants of the colorful balls, with the flattened pink and green pieces clearly visible against the stained concrete."
+        ]
+      }
+    },
+    "original_task_id": "a00836_00096",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00820_02717_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00820_02717.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Race cars navigate a sweeping right-hand turn on an asphalt track, closely following each other with visible tire marks and blue-and-yellow curbs along the edge.",
+          "The camera tracks left along the outer edge of the track, following the sweeping curve as the race cars navigate the right-hand turn with tires gripping the asphalt; blue-and-yellow curbs line the edge, and tire marks streak across the surface under bright sunlight.",
+          "The camera continues tracking left, moving beyond the final bend into a wide grassy embankment where only the distant guardrails and a red advertising banner remain visible, the racing action now entirely out of frame.",
+          "The camera begins tracking right, gliding over the dry, sunlit infield toward the track’s inner apron, passing a stack of black tire barriers and a partially shaded section of asphalt near the pit lane entrance.",
+          "The camera completes its return motion, re-establishing the original viewpoint overlooking the sweeping right-hand turn where the race cars reappear in formation, their rear spoilers slicing through the air as they follow the curving asphalt lined with blue-and-yellow curbs."
+        ]
+      }
+    },
+    "original_task_id": "a00820_02717",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00873_01419_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00873_01419.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Hands rub together, releasing a cloud of fine golden dust into the air, particles swirling upward in slow motion against a blurred earthy background.",
+          "The camera tilts upward, following the golden dust particles as they rise into the warm sunlight, revealing a faint shimmer against the dry, cracked earth below.",
+          "The camera continues its upward tilt, now framing only the hazy sky and distant horizon where the dust has fully dispersed, leaving no trace of the hands or ground beneath.",
+          "The camera begins to tilt downward, capturing the soft glow of late afternoon light filtering through drifting dust motes above a barren field.",
+          "The camera completes its descent, repositioning to show the hands once again cupped together, dust swirling between them against the blurred earthy terrain."
+        ]
+      }
+    },
+    "original_task_id": "a00873_01419",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00820_02171_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00820_02171.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A rally car speeds around a curved asphalt road, its rear tires kicking up dust as it navigates the turn with precision, showcasing dynamic motion and high-speed handling.",
+          "The camera orbits clockwise, smoothly tracking the rally car as it powers through the sweeping curve of the asphalt road, its rear tires sending up a plume of dust that catches the golden afternoon light. The rugged terrain surrounding the track—dry grasses, scattered shrubs, and distant trees—frames the dynamic motion of the Ford Fiesta WRC with Red Bull livery, emphasizing the contrast between the engineered precision of the vehicle and the untamed landscape.",
+          "The camera continues its clockwise orbit, now fully displaced from the original action area, revealing a wide expanse of sun-baked fields and low hills where the road vanishes into the horizon. A lone red-berried bush stands in sharp relief against the muted earth tones, and the absence of any vehicle highlights the serene stillness of the rural setting, untouched by the earlier high-speed drama.",
+          "The camera begins to orbit counterclockwise, gradually shifting focus back toward the winding road, capturing the edge of the asphalt as it curves gently through the dry meadow under soft sunlight. The white lane markings reappear in the frame, leading the eye toward the approaching bend where the natural contours of the land meet the engineered path.",
+          "The camera completes its counterclockwise orbit, re-establishing the original viewpoint with the rally car now visible again as it enters the curve at speed, its rear spoiler flaring in the breeze and kicking up dust along the roadside verge. The familiar scene—the curved road, the green-and-brown scrubland, and the distant treeline—is restored, framing the car’s powerful motion once more."
+        ]
+      }
+    },
+    "original_task_id": "a00820_02171",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00863_00430_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00863_00430.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Yellow star-patterned marbles roll down a curved wooden ramp and scatter across a white surface, colliding with other marbles in a dynamic cascade of motion.",
+          "The camera tracks right, following the trajectory of a yellow star-patterned marble as it rolls down the curved wooden ramp and joins the cluster on the white surface, where reflections shimmer under bright lighting.",
+          "The camera continues tracking right, moving beyond the wooden structure and revealing only the edge of the white surface and a row of light wood blocks, with no marbles or ramp visible in the frame.",
+          "The camera tracks left, passing over the smooth grain of the wooden ramp’s side and briefly capturing the corner where the ramp meets the base, now illuminated by soft overhead light.",
+          "The camera completes its return track to the left, repositioning over the original action area where yellow star-patterned marbles continue to scatter across the white surface, colliding dynamically beneath consistent lighting."
+        ]
+      }
+    },
+    "original_task_id": "a00863_00430",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00910_00102_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00910_00102.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A scooter rider approaches a ramp, attempts a trick mid-air, loses balance, and falls forward onto the ramp surface, sliding down while the scooter tumbles beside him.",
+          "The camera orbits clockwise around the ramp, capturing the scooter rider’s approach and mid-air attempt as the brown surface of the Skatelite ramp curves sharply beneath him, with the waterway and distant buildings reflecting under overcast skies.",
+          "The camera continues its clockwise orbit, moving beyond the edge of the ramp to reveal the adjacent dock area where a green cooler sits beside a white railing, while the original action zone disappears from view, replaced by the calm water and a passing boat.",
+          "The camera begins its counterclockwise orbit, sweeping past the metal railings and sponsor banners displaying \"James Henley\" and \"R&W,\" now showing the opposite side of the ramp structure with the sky’s muted clouds stretching above.",
+          "The camera completes its counterclockwise arc, repositioning to show the full ramp again, including the fallen rider lying motionless on the smooth brown surface with his scooter nearby, the water and distant skyline framing the scene once more."
+        ]
+      }
+    },
+    "original_task_id": "a00910_00102",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00910_00383_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00910_00383.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A man runs toward a concrete ledge, leaps onto it, balances briefly, then jumps off while extending his arms and legs dynamically, landing smoothly on the ground in a controlled motion.",
+          "The camera tilts upward, following the man’s leap onto the concrete ledge, capturing the expanse of the overcast sky and power lines above as he extends his arms mid-air.",
+          "The camera continues its upward tilt, now framing only the pale sky and distant treetops beyond the park fence, with the skatepark entirely displaced from view.",
+          "The camera tilts downward, revealing the sloped edge of the concrete structure and the wet pavement below, where the man lands with controlled momentum.",
+          "The camera completes its downward tilt, re-establishing the full skatepark scene with the man standing on the ground, the metal fence, and scattered park-goers visible in the background."
+        ]
+      }
+    },
+    "original_task_id": "a00910_00383",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00910_00856_camera",
+    "video_path": "/data2/dataset/Physics-aware-videos/selected_videos/a00910_00856.mp4",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skateboarder rides along a ledge, crouches low, then pops the board upward to launch off the edge, extending arms for balance as they descend toward a lower level.",
+          "The camera pans left, following the skateboarder as they ride along the concrete ledge beside the beige wall with horizontal vents and a \"No Skateboarding\" sign, capturing the moment they crouch low before launching off the edge.",
+          "The camera continues panning left, now showing only the yellow dumpster marked \"ULTRA 109\" and the metal railing of the lower level, with no trace of the original ledge or skater in frame.",
+          "The camera pans right, gliding past the dumpster’s rusted edges and the cracked asphalt parking lot, revealing the base of the ramp where the skater lands, their board’s pink wheels visible against the dark pavement.",
+          "The camera completes its pan right, repositioning to show the full view of the ledge, the warning sign, and the skater riding smoothly away from the drop-off point, the scene restored to its initial spatial context."
+        ]
+      }
+    },
+    "original_task_id": "a00910_00856",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0320"
+  },
+  {
+    "task_id": "a00787_00493_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person wearing black pants and white sneakers juggles a colorful soccer ball on a concrete patio. They repeatedly kick the ball upward, executing freestyle maneuvers by circling their leg around the ball while maintaining control with their feet.",
+          "The camera tilts downward, and the frame captures the rough texture of the concrete patio as the player's white sneakers slip into the lower edge.",
+          "The camera continues its downward tilt, and the view settles entirely on a cluster of dry leaves and cracked paving stones, leaving the original playing space completely out of sight.",
+          "The camera initiates an upward tilt, and the composition gradually reveals the dark wooden gate and the lower section of the brick wall.",
+          "The camera finishes tilting upward, and the shot fully re-establishes the original patio area where the performer in black pants controls the colorful soccer ball."
+        ]
+      }
+    },
+    "original_task_id": "a00787_00493",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00092_00591_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A female tennis player runs across a blue court, swinging her racquet to strike a yellow tennis ball with forehand and backhand strokes.",
+          "The camera orbits counterclockwise along the outer edge of the playing surface, and the frame captures the athlete's rapid footwork alongside a bright yellow tennis ball suspended over the deep blue hardcourt.",
+          "The camera continues its counterclockwise arc toward the spectator stands, and the view reveals only a section of empty stadium seating and a row of sponsor banners while the court remains entirely absent.",
+          "The camera shifts into a clockwise orbital path to sweep back toward the competition zone, and the lens frames the lower tier of concrete bleachers plus the shadowed umpire's chair during the return trajectory.",
+          "The camera completes its clockwise rotation and settles back into the initial vantage point, and the shot clearly shows the female tennis player tracking the bouncing yellow ball near the white baseline to fully restore the original match scene."
+        ]
+      }
+    },
+    "original_task_id": "a00092_00591",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00364_01737_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Numerous white, oblong pills fall rapidly onto a dark green surface, tumbling and bouncing off each other as they scatter across the frame.",
+          "The camera begins a deliberate and steady crane up motion, ascending vertically from its original low-angle setup as the motorized rig smoothly elevates the lens higher into the studio ceiling structure, gradually increasing altitude while keeping the optical axis perfectly parallel to the floor below, ensuring the mechanical transition remains fluid and free of sudden jerks or lateral drift; visible within the slowly receding frame are the scattered white oblong pills resting on the dark green acrylic surface, their uniform shapes catching the cool directional lighting as they lie in disorganized clusters across the reflective material, creating a stark visual contrast between the bright medication and the deep emerald background while tiny ambient dust motes drift through the illuminated space, revealing scattered fragments and microscopic imperfections on the glossy tabletop that catch the ambient glow as the perspective shifts upward.",
+          "The camera continues its consistent crane up trajectory, climbing steadily higher as the hydraulic mount extends further into the overhead rigging, maintaining a smooth vertical pace that systematically distances the viewpoint from the initial staging zone while preserving a perfectly level horizon throughout the extended ascent, with the servo motors humming quietly to guarantee a frictionless rise that avoids any rotational sway or focal instability; visible within the completely displaced frame are the upper studio trusses and heavy black lighting grids suspended from the ceiling, their industrial metal frameworks casting long geometric shadows against the matte white backdrop as the lens captures only the elevated architectural elements and distant ventilation ducts, completely excluding the original tabletop area from sight while highlighting the stark contrast between the suspended equipment and the empty atmospheric space above.",
+          "The camera initiates a controlled crane down motion, descending smoothly from its elevated position as the motorized lift lowers the entire optical assembly back toward the primary staging level, gradually reducing altitude while keeping the lens perfectly stabilized to prevent any unwanted oscillation or focal hunting during the vertical drop; visible within the slowly returning frame are the upper edges of the dark green acrylic surface and the blurred periphery of scattered white oblong pills, their matte textures gradually coming back into focus as the descending viewpoint reintroduces the glossy emerald backdrop and catches the cool directional lighting that reflects off the curved pharmaceutical shapes, hinting at the original composition without yet fully revealing the complete arrangement, while faint ambient haze lingers in the air to soften the hard edges of the studio rigging above.",
+          "The camera completes its final crane down movement, settling precisely back into the original low-angle position as the hydraulic system halts the descent, locking the lens securely at the initial focal height to guarantee a seamless visual return that matches the starting composition without any lateral offset or framing drift, with the internal gimbal making micro-adjustments to ensure absolute stillness once the mechanical travel reaches its designated endpoint; visible within the fully re-established frame are the numerous white oblong pills scattered across the dark green polished surface, their matte textures resting in a chaotic yet static arrangement as the overhead studio lights cast soft, elongated shadows across the glossy emerald backdrop, clearly displaying the complete pharmaceutical spread and confirming that the main scene has been successfully restored to its original viewing perspective."
+        ]
+      }
+    },
+    "original_task_id": "a00364_01737",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00098_00483_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person tilts a small glass bowl to pour raw egg yolks into a larger clear glass pie dish that already contains cracked eggs on a wooden table.",
+          "The camera pans left across the polished kitchen workspace, deliberately shifting the viewer's perspective toward the adjacent preparation zone while maintaining a steady horizontal trajectory, revealing the textured surface of the light pine countertop where faint traces of scattered flour dust catch the bright overhead lighting, creating soft highlights along the natural wood grain while the edge of the person's dark cotton apron remains partially visible as they continue to stabilize the small glass bowl, and the clean white subway tile backsplash alongside a glimpse of a stainless steel utensil holder gradually comes into view to establish a broader culinary context without interrupting the ongoing egg-yolk transfer process that remains just outside the central focus as the ambient daylight softly illuminates the surrounding cabinets and the smooth ceramic handles reflect the gentle room temperature to add spatial depth to the frame.",
+          "The camera continues to pan left across the organized kitchen environment, steadily carrying the frame away from the central workspace until the original egg-pouring action area is completely displaced from view, revealing a quiet corner of the room where a neatly folded woven checkered towel hangs from a brushed nickel cabinet handle, while soft diffused daylight filters through a nearby window to illuminate a stack of pristine ceramic mixing bowls and a sleek gray marble cutting board resting against the wall, emphasizing the clean minimalist layout of the culinary space as the quiet stillness of this secondary zone contrasts with the active cooking area and the polished stone surfaces reflect the cool morning air to provide a tranquil visual pause that highlights the thoughtful organization of the entire room.",
+          "The camera begins to pan right across the expansive kitchen countertop, deliberately reversing its previous trajectory and initiating a steady horizontal return that gradually retraces the path across the room, revealing the textured edge of the light pine surface where faint traces of scattered flour dust and the person's dark apron sleeve reappear as the lens steadily moves toward the central cooking station, while the consistent overhead lighting casts gentle warm shadows across the white subway tile backsplash and the polished metal faucet alongside a glimpse of a stainless steel sink gradually emerges from the periphery to smoothly reconnect the peripheral preparation zone with the main workspace as the rhythmic shift in perspective restores the spatial continuity of the room and the familiar arrangement of cooking tools slowly regains prominence to bridge the gap between the quiet corner and the bustling preparation zone.",
+          "The camera completes its deliberate pan right across the sturdy wooden table, smoothly finishing the horizontal return movement and successfully re-establishing the original viewpoint with precise framing, revealing the large clear glass pie dish resting centrally on the surface now containing several intact egg whites and freshly poured golden yolks that glisten under the bright overhead kitchen lighting, while the person's hands remain steadily poised above the small glass bowl as they complete the pouring process and the natural wood grain of the table alongside the clean white cabinetry in the background provides a familiar context, firmly locking the frame back onto the primary culinary action to capture the final state of the ingredient preparation with crisp detail as the warm glow of the pendant fixtures enhances the rich amber tones of the eggs and the transparent glass rim catches subtle reflections from the surrounding appliances to anchor the viewer's gaze on the completed step."
+        ]
+      }
+    },
+    "original_task_id": "a00098_00483",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00872_01459_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "High-velocity impacts strike a standing concrete block, violently shattering its surface and launching clouds of dust and jagged fragments into the surrounding air.",
+          "The camera initiates a smooth downward tilt that gradually shifts the viewing angle away from the central impact zone while maintaining precise mechanical tracking across the sunlit outdoor testing facility, and the weathered steel support table quickly dominates the lower frame to reveal an accumulation of jagged concrete fragments, fine gray powder, and shattered masonry debris scattered across the bright daylight-bleached surface while distant tree lines remain softly out of focus in the background, with suspended dust particles catching the intense natural illumination to highlight the stark difference between the calm surrounding landscape and the violent fragmentation happening just beyond the upper edge.",
+          "The camera continues its deliberate downward sweep, smoothly lowering the optical axis past the base of the plywood backing until the primary testing platform completely vanishes from the upper boundary, and the ground-level foundation immediately commands the entire visual field to showcase compacted soil, darkened metal crossbeams, and a dense cluster of dried weeds alongside scattered gravel that catch the harsh midday shadows, while bright sunlight filters through overhanging foliage to cast dappled patterns across the uneven terrain, with fine particulate matter occasionally drifting into view to settle quietly on the rough earth below, thereby isolating the viewer from the shattered concrete block.",
+          "The camera reverses its trajectory with a gradual upward tilt, steadily lifting the viewing angle away from the static terrain and beginning its controlled return journey toward the main apparatus, and the weathered plywood backdrop smoothly re-enters the shot to display subtle scuff marks and fresh impact splatters that contrast sharply with the untouched wooden grain while intense sunlight continues to wash over the scene from the upper left, illuminating heavy steel rigging and highlighting the metallic sheen of the mounting brackets that secure the assembly, with lingering clouds of fine gray dust still hanging in the air.",
+          "The camera completes its upward tilt, perfectly realigning with the original vantage point to clearly reveal the aftermath of the high-velocity impact against the standing concrete block, and the central masonry specimen now stands heavily fractured within the re-established frame to show its upper section completely sheared away and jagged concrete edges exposed to the bright outdoor lighting while a thick haze of residual dust continues to billow around the shattered remnants and slowly settles onto the steel table where countless sharp fragments have accumulated, restoring the initial testing configuration."
+        ]
+      }
+    },
+    "original_task_id": "a00872_01459",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00403_01394_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Large shards of white glass explode outward and upward from a central filament, scattering through the dark air in slow motion as a lightbulb shatters.",
+          "The camera initiates a deliberate counterclockwise arc that steadily sweeps around the shadowed filming rig, maintaining a consistent lateral velocity as it orbits the central explosion zone while carefully avoiding any sudden jolts or directional shifts, and the frame reveals numerous jagged shards of tempered white glass hanging suspended in the heavy atmosphere, their fractured edges catching the faint studio spill light as they hover directly above the untouched brass socket and dark reflective surface, emphasizing the delicate balance of the debris field while highlighting the stark contrast between the luminous material and the surrounding void, ultimately establishing a dynamic lateral perspective that isolates the shattering sequence against the pitch-black backdrop where the slow rotational drift accentuates the intricate choreography of the airborne fragments, creating a visually striking tableau that underscores the fragility of the transparent medium.",
+          "The camera continues its established counterclockwise arc, maintaining the exact rotational speed and lateral trajectory as it swings fully around the peripheral boundaries of the soundstage without decelerating or altering its horizontal plane, and the composition completely excludes the original shattering zone, replacing the central debris field with a sweeping view of the unlit velvet background curtains, scattered steel rigging cables, and matte black floor panels that line the outer perimeter, where soft ambient reflections dance across the polished studio equipment while distant safety barriers and coiled power lines dominate the frame, establishing a fully displaced perspective that isolates the surrounding infrastructure from the initial explosive event and emphasizes the vast emptiness of the adjacent workspace, revealing the meticulous organization of the production environment beyond the immediate blast radius.",
+          "The camera reverses its previous trajectory by initiating a smooth clockwise arc, matching the original rotational speed as it begins its deliberate return journey across the soundstage floor without introducing any vertical adjustments or lateral drifts, and the frame slowly reintroduces the periphery of the controlled environment, capturing the subtle interplay of studio spill light against the settling debris field as the scattered glass fragments drift downward toward the base, where hints of the fractured white material reappear along the edges of the composition, suspended against the deep shadows, while the dark reflective surface begins to reclaim its presence in the lower quadrant, signaling the approach toward the initial vantage point and reorienting the viewer toward the concentrated cluster of airborne particles, which continue their slow-motion descent through the dimly lit atmosphere without disrupting the steady tracking.",
+          "The camera completes its clockwise arc by decelerating smoothly into the original frontal alignment, locking precisely onto the initial vantage point to restore the established compositional framework without any residual drift or angular deviation, and the shot fully re-establishes the original action area, clearly displaying the shattered glass bulb remnants that have settled across the dark reflective table, alongside the exposed central tungsten filament and sturdy metallic socket base, where lingering fragments of white glass rest motionless against the black surface, catching the focused illumination, while the remaining airborne dust particles slowly dissipate into the surrounding darkness, marking the definitive conclusion of the explosive sequence and returning complete visual focus to the central subject, which now sits quietly amidst the scattered debris under the steady studio lighting conditions."
+        ]
+      }
+    },
+    "original_task_id": "a00403_01394",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00207_02059_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A large hydraulic press ram descends rapidly onto a black Nikon camera, violently crushing the device as the metal body buckles, fragments scatter, and the object is compressed flat against the base.",
+          "The camera begins a deliberate crane upward movement, lifting the viewer's perspective away from the immediate contact point to reveal the towering height of the massive hydraulic press as the heavy steel ram descends relentlessly onto the black Nikon camera. The frame encompasses the gritty atmosphere of the industrial workshop, showing the scattered metallic debris from past experiments on the stained workbench and the blurry green machinery in the background marked with yellow high-voltage warnings, while the central focus remains on the structural integrity of the camera body as it begins to buckle under the immense weight, capturing the precise moment before total collapse as dust particles float in the air around the crushing zone, highlighting the violent interaction between the soft plastic and the hard steel.",
+          "The camera continues its upward trajectory, rising higher until the base of the press and the crushed Nikon are entirely excluded from the view, leaving only the upper portion of the polished steel cylinder and the dark, industrial ceiling in frame. This elevated angle highlights the sheer scale of the machinery, capturing the texture of the metal piston and the dim overhead lighting that casts long shadows across the upper workshop area, effectively isolating the mechanism from the destruction below and creating a sense of ominous scale as the action area disappears completely from sight, replaced by the silent, looming presence of the press's upper structure and the distant, shadowy rafters of the factory roof, emphasizing the industrial setting.",
+          "The camera shifts its motion to a steady crane downward, beginning the return journey as it glides past the upper mechanisms of the press and brings the green metal walls of the workshop back into clearer focus. As the view descends, the frame reveals more of the surrounding environment, including the heavy cables and the worn surface of the workbench, slowly guiding the eye back toward the center of action where the aftermath awaits, while the reflection of the workshop lights dances off the smooth, cylindrical surface of the hydraulic ram moving back into position, bridging the gap between the high angle and the ground-level destruction with a smooth, continuous vertical motion that reorients the viewer towards the workbench.",
+          "The camera completes its downward crane to re-establish the original viewpoint, bringing the destroyed Nikon camera and the silver metal base back into full view to showcase the final result of the compression. The frame clearly displays the mangled remains of the black camera body, now flattened into a thin layer of twisted metal, plastic shards, and internal components scattered across the base, with the blue camera strap lying limp amidst the debris, confirming the total annihilation of the object by the powerful hydraulic press in the center of the frame, offering a stark contrast between the pristine machine at the start and the wreckage at the end, illuminated by the harsh workshop lights that glint off the shattered fragments."
+        ]
+      }
+    },
+    "original_task_id": "a00207_02059",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00669_00267_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire rolls off a wooden ramp and slowly drives over a halved watermelon, smashing it into red pulp, before continuing forward to crush a second watermelon half.",
+          "The camera initiates a slow pan to the right, gradually shifting the frame away from the immediate destruction of the fruit. As the perspective moves, the rough texture of the gray asphalt dominates the lower foreground, scattered with tiny flecks of red watermelon seeds and juice. The silver alloy wheel and the black rubber tire tread begin to slide toward the left edge, while the wooden ramp with its yellow 'Experiments & Life Hacks' sticker becomes more central, bathed in the bright afternoon sunlight.",
+          "The camera continues its steady pan to the right, pushing the vehicle and the crushed watermelon completely out of the frame. The view is now occupied solely by the empty stretch of road surface, highlighting the contrast between the dark tire tracks and the lighter, sun-bleached patches of the pavement. In the background, the yellow and white curb runs parallel to the road, separating the asphalt from a strip of green grass that glows under the natural lighting, ensuring the original action area is entirely obscured.",
+          "The camera reverses its direction and begins a smooth pan to the left, retracing its path across the scene. The empty road and the distant curb slide out of view to the right, replaced by the encroaching shadow of the vehicle's undercarriage. The dark silhouette of the car's body starts to fill the upper portion of the frame, and the edge of the wooden ramp begins to reappear on the right side, signaling the return to the site of the impact.",
+          "The camera completes its pan to the left, fully re-establishing the original viewpoint of the experiment. The scene is now dominated by the aftermath, where the car tire rests flat on the asphalt, having completely pulverized the green watermelon into a vibrant spread of red pulp and rind fragments. The wooden ramp stands stationary nearby, and the scattered debris from the initial crush is visible around the flattened fruit, confirming the final state of the object after the heavy vehicle passed over it."
+        ]
+      }
+    },
+    "original_task_id": "a00669_00267",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00455_00488_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A raw egg is cracked into a small glass bowl, and then a spoon slides underneath the yellow yolk to lift it out, separating it from the clear egg white.",
+          "The camera initiates a slow, deliberate tilt upward, steadily raising its optical axis away from the pristine preparation surface while the metal spoon continues its careful maneuver beneath the fragile yellow center, and the frame smoothly transitions to reveal the upper wooden shelves of the nearby bookcase, where rows of tightly aligned hardcover volumes, a few leaning reference manuals, and a small framed photograph catch the gentle morning sunlight streaming through the sheer white curtains, creating a warm and scholarly atmosphere that gradually fills the visual field as the perspective shifts higher.",
+          "The camera maintains its continuous upward tilt, further elevating the viewing perspective until the original workspace completely vanishes from the lower boundary of the composition, and the frame now exclusively showcases the tall ceiling architecture, featuring ornate plaster crown molding, a vintage brass chandelier with frosted glass shades, and a cluster of recessed lighting fixtures that emit a soft, ambient glow over the quiet interior space, entirely displacing any visual connection to the countertop or culinary ingredients below.",
+          "The camera begins a steady, controlled tilt downward, reversing its previous trajectory and smoothly lowering the line of sight back toward the central workspace while the surrounding architectural elements gradually slide out of the upper frame, and the viewer starts to glimpse the middle section of the room where a polished brass desk lamp, a neat stack of handwritten journals, and a ceramic tea cup come into view under the consistent, even illumination that brightens the domestic setting.",
+          "The camera completes its smooth tilt downward, firmly re-establishing the original eye-level perspective while seamlessly returning the focus to the immediate preparation zone where the separation process has just concluded, and the viewer clearly observes the fluted glass ramekin resting on the clean white table, now holding only the translucent egg white while the separated golden yolk rests securely on the spoon just above the rim, all illuminated by the same crisp directional sunlight that highlights the delicate textures."
+        ]
+      }
+    },
+    "original_task_id": "a00455_00488",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00000_00698_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hammer strikes a red ceramic piggy bank, shattering it into large fragments while coins burst outwards and scatter across the reflective surface in slow motion.",
+          "The camera cranes upward slowly, shifting the perspective to show more of the stark white background while the fragmented red ceramic pieces and gleaming coins remain visible on the reflective table.",
+          "The camera continues its upward crane movement until the original action area is fully displaced, leaving only the bright studio ceiling lights and empty white space in the frame.",
+          "The camera cranes downward steadily, returning the view toward the scene as the scattered coins and large ceramic fragments reappear in the lower portion of the shot.",
+          "The camera completes its downward crane motion to re-establish the original viewpoint, clearly showing the destroyed red piggy bank and the hammer resting among the debris on the glossy surface."
+        ]
+      }
+    },
+    "original_task_id": "a00000_00698",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00237_00717_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A red and white ceramic object falls onto the rotating metal teeth of a shredder. The blades catch and crush the item, tearing it into small fragments that are pulled downward.",
+          "The camera pans left, and the frame shifts away from the crushing mechanism to capture the sunlit grass and thick oak bark beside the blue housing.",
+          "The camera continues panning left, and the view now displays only the dappled forest floor and scattered leaves while the original shredder area remains completely out of sight.",
+          "The camera pans right, and the scenery returns to show the edge of the bright blue container alongside patches of dry soil and green turf.",
+          "The camera finishes panning right, and the shot re-centers on the open hopper to clearly display the stationary steel teeth and remaining white ceramic fragments inside the blue frame."
+        ]
+      }
+    },
+    "original_task_id": "a00237_00717",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00097_00353_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A shovel repeatedly plunges into dark, churning water, striking and shattering the edge of a thick sheet of ice. The tool breaks apart the frozen surface, sending shards into the rippling liquid below.",
+          "The camera initiates a smooth lateral tracking movement to the left, drifting steadily away from the focal point where the dark metal blade of the shovel is repeatedly plunging into the churning liquid to fracture the thick, opaque sheet of ice. As the perspective glides along the frozen perimeter, the view highlights the intricate texture of the solid ice surface, showcasing a network of fine stress cracks radiating from the impact zone and a scattering of sharp, white shards that have been torn loose by the force of the strikes, while the deep blue hue of the open water continues to roil violently against the remaining solid boundary, emphasizing the stark contrast between the fluid motion of the current and the rigid structure of the frozen barrier, with the wooden handle of the tool still visible near the top of the frame as it guides the heavy implement through the resistant slush and displaced chunks of frost.",
+          "The camera continues its consistent tracking trajectory to the left, fully displacing the original scene of the ice-breaking action from the frame and revealing a broader expanse of the frozen shoreline where the water remains calm and unbroken, offering a momentary respite from the mechanical disruption. The lens now focuses on a section of the thick ice sheet that extends uninterrupted toward the edge of the water, displaying a smooth, pale gray surface marred only by subtle ridges and the faint imprint of previous water levels, while the dark liquid is relegated to the periphery of the shot, appearing still and glassy compared to the turbulent area previously observed, and a few dry, leafless branches protrude from the right side of the frame, suggesting the proximity of the riverbank or a vegetated embankment beyond the immediate zone of impact, with the lighting casting long, soft shadows across the uneven texture of the ice that hint at the low angle of the winter sun.",
+          "The camera reverses its direction and begins a steady tracking movement to the right, retracing the path along the ice edge to return toward the source of the disturbance, bringing the smooth, unbroken expanse of the frozen surface back into motion as the lens shifts away from the quiet shoreline. As the frame slides rightward, the pale gray texture of the ice passes by quickly, revealing the gradual transition back toward the area where the water meets the frozen barrier, with the dark liquid beginning to reappear in the lower portion of the shot, its surface still calm but hinting at the proximity of the churning current, and the dry branches that were previously prominent start to drift out of view as the camera anticipates the re-emergence of the main activity, while the natural light reflects off the subtle undulations in the ice, creating a shimmering effect that contrasts with the duller tones of the surrounding environment.",
+          "The camera completes its return trajectory to the right, successfully re-establishing the original viewpoint and bringing the intense action back into clear focus as the dark metal blade of the shovel comes into frame, once again plunging into the turbulent water to shatter the edge of the thick ice sheet with forceful precision. The frame now clearly displays the chaotic interaction between the tool and the frozen barrier, with fresh shards of white ice being driven into the rippling dark liquid, creating splashes and concentric waves that disturb the surface, while the wooden handle of the shovel is visible being manipulated by an unseen operator, and the jagged boundary between the solid and liquid states is highlighted once more, emphasizing the ongoing effort to break through the resilient winter formation, with the deep blue color of the churning water providing a vivid backdrop to the stark white fragments that float amidst the swirling current."
+        ]
+      }
+    },
+    "original_task_id": "a00097_00353",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00513_00452_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A head of cabbage resting on a mound of dry earth suddenly detonates, bursting outward in a brilliant flash that shatters the vegetable into flying green fragments and a cloud of dust.",
+          "The camera initiates a steady counterclockwise orbital sweep around the barren terrain, executing a carefully choreographed lateral drift that pushes the viewing angle outward while preserving a consistent focal depth and smooth rotational momentum across the wide-angle lens as it tracks the horizon line, and this sweeping maneuver captures the pristine green cabbage perched precariously on the jagged ridge of desiccated earth just as a sudden luminous flare erupts from its core, illuminating the intricate veining of its outer leaves and scattering crisp geometric shadows across the sun-baked dirt while the endless cerulean backdrop remains completely unbroken, offering a stark contrast to the organic textures below and emphasizing the quiet stillness of the moment before the impending detonation transforms the tranquil agricultural subject into a chaotic spectacle of light and debris.",
+          "The camera continues its uninterrupted counterclockwise trajectory along the elevated ridge, maintaining the established rotational velocity while smoothly transitioning the frame toward the peripheral landscape and deliberately excluding the central explosion zone from the composition through precise gimbal stabilization, and this sustained lateral glide reveals a sweeping panorama of distant wind-sculpted dunes and scattered patches of resilient desert scrub that stretch toward a hazy mountain range, where the harsh midday sunlight bleaches the pale sand and casts long, sharp silhouettes across the undulating terrain, completely isolating the viewer from the originating blast site and emphasizing the vast, silent emptiness of the surrounding wilderness as heat waves shimmer above the rocky outcrops, revealing subtle gradations of ochre and rust in the weathered stone while a lone cirrus cloud drifts lazily across the zenith.",
+          "The camera reverses its rotational direction and initiates a deliberate clockwise orbital return, smoothly decelerating the previous lateral drift while carefully realigning the optical axis toward the original coordinate and re-establishing a convergent tracking path that gradually narrows the field of view, and this corrective sweeping motion brings the turbulent aftermath back into the frame as swirling plumes of pale dust and violently ejected cabbage fragments dominate the foreground, catching the brilliant sunlight and scattering prismatic flares across the lens while the fractured remains of the vegetable tumble through the heated air and settle onto the cracked soil below, where the dry earth absorbs the impact and releases fine particulate matter that drifts lazily upward, creating a hazy veil that softens the harsh contrasts and reveals the intricate fragmentation patterns of the shattered leaves against the relentless blue sky.",
+          "The camera completes its clockwise orbital arc and settles precisely into the initial vantage point, locking the gimbal into a static holding position while perfectly restoring the original framing composition and ensuring the central mound occupies the exact lower-third alignment it held at the beginning of the sequence, and this stabilized perspective clearly displays the fully realized aftermath as the explosive force has completely dismantled the head of cabbage, leaving behind a scattered arrangement of vibrant green shreds and pulverized core material resting atop the disturbed brown soil, with residual dust slowly drifting downward and settling over the jagged terrain under the unchanging clear sky, where the bright illumination accentuates the crisp edges of the torn foliage and highlights the contrast between the fresh organic debris and the ancient, weathered ground."
+        ]
+      }
+    },
+    "original_task_id": "a00513_00452",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00318_00064_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A pineapple perched on a dirt mound suddenly detonates, violently launching its yellow chunks, green spiky leaves, and brown rind fragments high into the air amidst a cloud of white smoke and debris.",
+          "The camera initiates a steady lateral tracking right motion along the sun-bleached ridge, and the frame prominently features the sudden violent detonation of the pineapple positioned atop the compacted earthen mound as dense clouds of white vapor erupt alongside scattered yellow fruit chunks, sharp green crown leaves, and torn brown rind fragments that arc high into the brilliant azure sky. Maintaining a consistent horizontal velocity past the dry scrub brush in the foreground, the shot preserves sharp focus on the turbulent debris field so that viewers can clearly observe the chaotic dispersion of organic matter against the pale dirt surface, with the harsh midday illumination casting crisp shadows across the uneven terrain and highlighting the fine particulate matter that drifts steadily through the clear atmospheric conditions, emphasizing the stark contrast between the explosive botanical aftermath and the serene natural backdrop.",
+          "The camera continues its uninterrupted tracking right movement across the arid landscape, and the frame reveals a completely displaced section of the hillside where the original explosion site has fully exited the composition and only distant dry grasses, weathered soil patches, and a fading trail of white smoke drifting along the horizon remain visible. Gliding smoothly past a cluster of brittle desert shrubs that sway gently in the warm breeze, the lens captures the quiet aftermath of the event as scattered yellow debris and torn green foliage begin to settle onto the rugged terrain far behind the current viewpoint, with the bright overhead sunlight illuminating the undulating earth tones and creating soft gradients across the open sky that now dominates the upper portion of the shot without any trace of the initial detonation zone.",
+          "The camera begins a deliberate tracking left movement to reverse its previous trajectory, and the frame gradually reintroduces the outer edges of the impact zone where lingering plumes of white smoke drift downward over the uneven dirt surface and scattered pineapple fragments rest among the dry vegetation. Shifting its lateral path back toward the central ridge, the lens maintains a steady pace that allows the viewer to witness the settling debris field as torn brown rind pieces and yellow fruit chunks become more densely concentrated near the original blast location, with the clear blue atmosphere providing a vivid backdrop that contrasts sharply against the pale earth tones and the remaining airborne particulate matter that continues to drift slowly across the sunlit hillside.",
+          "The camera completes its coordinated tracking left movement to fully recenter the composition, and the frame clearly re-establishes the original action area by revealing the battered dirt mound once again alongside the residual cloud of white smoke and the widely scattered pineapple remnants that now litter the peak and surrounding slopes. Holding its final position with a steady horizontal orientation, the shot captures the quiet aftermath of the detonation as torn green leaves, yellow fruit pulp, and brown rind fragments rest motionless against the reddish-brown soil, with the bright midday sunlight casting defined shadows across the disrupted terrain and illuminating the clear azure sky above the now still hillside that mirrors the initial setup but displays the transformed state of the once intact fruit."
+        ]
+      }
+    },
+    "original_task_id": "a00318_00064",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00456_00097_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A gloved hand stabilizes a rough, rectangular block while another hand uses yellow-handled end-cutting pliers to grip, wiggle, and twist a metal loop embedded in the side of the object.",
+          "The camera initiates a steady lateral tracking motion to the left, gliding smoothly along an unseen mechanical path while maintaining a fixed horizontal trajectory that gradually shifts the perspective away from the central point of interest without altering the focal distance; the frame reveals the weathered concrete block sliding toward the right margin, its cracked and dust-covered surface illuminated by a harsh overhead work light that casts long, dramatic shadows across the coarse, grit-laden floor, while the yellow-handled end-cutting pliers maintain their firm mechanical grip on the stubborn metal loop as fine particulate matter settles around the embedded hardware and scattered metallic debris rests quietly in the dimly lit periphery of the industrial workspace, where the ambient atmosphere feels distinctly heavy and the surrounding architecture remains shrouded in deep shadow.",
+          "The camera continues its relentless tracking movement to the left, pushing further across the industrial environment until the original workspace completely exits the visual field and the perspective settles into a quieter, unoccupied zone without any vertical adjustment or focal shift; the frame now captures only a stretch of empty, shadow-drenched concrete flooring marked by faded tire tracks and old oil stains, alongside a distant stack of rusted steel beams that loom silently against the weathered brick wall, with ambient dust motes drifting through the stagnant air under the faint, flickering glow of a secondary safety lamp that barely penetrates the surrounding darkness, revealing only the cold, unfinished architecture of the abandoned storage bay where no tools or workers remain in sight and the silence feels absolute.",
+          "The camera reverses its trajectory and begins a deliberate tracking movement to the right, sliding back along the same horizontal plane to reorient toward the primary work zone while maintaining a consistent pacing that mirrors the initial departure without introducing any vertical adjustment or focal drift; the frame gradually brings the fractured edge of the concrete block back into view, revealing the gritty floor texture and scattered metal shavings as the dim overhead lighting begins to illuminate the workspace once more, while the yellow-handled pliers remain firmly clamped around the twisted metal loop and the heavy-duty gloved hand continues to steady the rough object against the lingering mechanical tension of the extraction process, restoring the familiar workshop atmosphere where the focused task resumes its steady rhythm and the surrounding clutter gradually comes back into focus.",
+          "The camera completes its return tracking movement to the right, smoothly locking back into the original framing position to fully restore the central viewpoint while holding steady on the renewed focal point without any abrupt settling or perspective shift; the frame clearly shows the rough concrete block centered once again, with the embedded metal loop now visibly deformed and partially extracted from the dense cementitious matrix, the yellow-handled pliers still gripping the stubborn hardware, and the heavy-duty gloved hand firmly stabilizing the fractured object under the focused beam of the work light as loose dust and fragmented concrete pieces rest quietly on the coarse floor, marking the successful completion of the extraction phase and highlighting the final state of the manipulated assembly within the illuminated workspace."
+        ]
+      }
+    },
+    "original_task_id": "a00456_00097",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_00691_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A massive explosion erupts in a forested area, launching a towering column of black smoke and fire. Numerous streams of burning debris shoot outward and upward in a radial pattern, expanding rapidly across the trees and river below.",
+          "The camera initiates a smooth clockwise orbit around the blast zone, and the towering column of black smoke and radiant orange fire continues to erupt violently into the humid evening air while the winding river below reflects the intense thermal glow, allowing countless streams of burning debris to trace bright, arcing trajectories through the dense canopy of tropical palm trees and lush vegetation as the steady rotational motion reveals the surrounding agricultural fields stretching toward the horizon, capturing the stark contrast between the peaceful rural landscape and the chaotic, expanding shockwave of incandescent fragments that rapidly consume the understory, maintaining a consistent aerial altitude that keeps the destructive radial pattern perfectly centered within the widening composition.",
+          "The camera continues its unwavering clockwise orbital trajectory, and the distant, smoke-hazed farmlands along with the serpentine waterway remain clearly visible as the initial eruption site completely vanishes from the frame, leaving the lingering atmospheric haze to diffuse the fading twilight, which casts a muted lavender glow over the untouched rice paddies and dense groves of banana plants that now dominate the visual field while the persistent rotational glide captures the subtle drift of high-altitude ash clouds moving against the wind, revealing a series of rolling hills shrouded in evening mist as the composition fully displaces the original blast coordinates, replacing the chaotic inferno with a tranquil, expansive panorama of rural topography where only the faint, rhythmic pulse of distant thunder hints at the ongoing destruction far behind the lens.",
+          "The camera reverses its rotational direction to execute a precise counterclockwise orbit, and the lingering thermal updrafts continue to stir the scattered remnants of charred foliage across the muddy riverbanks as the lens gradually arcs back toward the source of the disturbance, capturing the gradual return of heavy, soot-laden plumes drifting across the upper frame with their dark silhouettes starkly outlined against the dimming amber sky while the steady lateral rotation brings the edge of the devastated forest back into view, revealing the scorched earth and fallen trunks that line the watercourse as intermittent flashes of residual combustion flicker deep within the smoldering undergrowth, methodically narrowing the visual gap between the serene agricultural outskirts and the turbulent core of the explosion site until the drifting smoke begins to coalesce into a recognizable, concentrated mass once more.",
+          "The camera completes its counterclockwise orbital return, and the massive explosion crater along with its towering column of black smoke are fully re-established at the center of the composition as the rotational motion settles into a stable hover, clearly revealing the ongoing violent eruption with fresh streams of burning debris still shooting outward in a relentless radial pattern across the charred tree line and the sluggish, ash-choked river below while the restored viewpoint captures the intense contrast between the glowing molten fragments and the dense, billowing soot, highlighting the raw destructive power that continues to reshape the landscape as every detail of the initial action becomes vividly present again, from the fiery core at ground level to the expanding shockwave of embers, providing a definitive and unobstructed final perspective of the catastrophic event in its full, unrelenting intensity."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00691",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_00455_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blue cylindrical firework sitting on dry leaves vigorously shoots a fountain of bright white sparks and smoke straight up into the dark surroundings.",
+          "The camera initiates a deliberate upward crane motion, smoothly elevating the lens above the initial staging area while carefully controlling the vertical ascent speed; the lower section of the frame clearly reveals the blue cylindrical firework sitting securely on a scattered layer of dry brown leaves, vigorously emitting a dense fountain of bright white sparks and swirling gray smoke that cuts sharply through the dark nighttime environment. The intense artificial glare bounces off the surrounding rough soil and fragmented twigs, casting long, dancing shadows that stretch outward across the uneven terrain. The steady mechanical lift gradually alters the parallax relationship between the foreground debris and the distant tree line, enhancing the sense of depth while keeping the energetic pyrotechnic display perfectly centered within the composition. The rising perspective captures the raw kinetic energy of the burning propellant as it forcefully pushes against the cool night air.",
+          "The camera continues its relentless upward crane trajectory, ascending higher into the atmosphere with unwavering precision until the original ground-level setup completely vanishes from sight; the composition becomes entirely dominated by the vast inky expanse of the night sky, punctuated only by a few faintly glowing stars and the dark silhouettes of high tree branches that sway gently in the cool evening breeze. Without the artificial glare of the ground display, the natural darkness of the environment takes over as the primary visual element, creating a profound sense of isolation and quiet stillness. The lingering atmospheric haze drifts slowly across the upper frame, catching the subtle moonlight that filters through the dense canopy overhead. The smooth vertical progression emphasizes the sheer scale of the open space above, leaving the earlier pyrotechnic activity completely behind.",
+          "The camera initiates a controlled downward crane movement, reversing its previous vertical path and steadily descending back toward the earth while carefully modulating the speed of the mechanical drop; the upper canopy gradually recedes from view as the lens navigates through the cool night air, revealing the rough textures of aged bark and the faint outlines of surrounding underbrush that line the perimeter of the clearing. The ambient lighting shifts noticeably from the open sky’s subtle gradients to the deeper, richer tones of the ground-level environment, where earthy smells of damp soil and decomposing vegetation seem to permeate the scene. The steady descent builds a quiet sense of anticipation as the frame prepares to reconnect with the original staging area, moving through layered shadows with precise pacing.",
+          "The camera completes its smooth downward crane maneuver, settling precisely back into the original ground-level vantage point to fully restore the initial framing of the scene; the blue cylindrical firework sits firmly on the familiar patch of scattered dry leaves, its cardboard casing slightly blackened from heat while a gentle plume of residual white smoke continues to drift lazily upward into the dark surroundings. The bright fountain of sparks has now faded into a soft, lingering ember glow, casting a warm amber haze that highlights the intricate details of the fallen foliage and the moist earth beneath. The composition perfectly mirrors the opening perspective, confirming that the pyrotechnic display has reached its quiet conclusion while the surrounding night calmly absorbs the final traces of the energetic performance."
+        ]
+      }
+    },
+    "original_task_id": "a00843_00455",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00763_00324_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A watermelon on the far right detonates, violently shattering and spraying a mist of red pulp, seeds, and green rind fragments outward across the table and into the surrounding air.",
+          "The camera arcs clockwise in a steady outward rotation, capturing the immediate aftermath as the far-right watermelon violently detonates and sends a dense radial spray of crimson pulp, dark seeds, and jagged green rind fragments across the white folding table surface while the remaining four intact fruits sit motionless against a backdrop of dense sun-dappled deciduous foliage, with weathered wooden railroad ties behind the table providing a rough textured boundary that contrasts sharply with the sudden violent burst of color and the crisp clean lines of the black metal table legs anchoring the setup in the grassy clearing, where scattered shadows from overhead branches dance across the lawn as the initial shockwave settles into a steady drifting cloud of botanical residue.",
+          "The camera maintains its clockwise arc, sweeping steadily away from the initial impact zone until the original action area is completely excluded from the frame, leaving only the surrounding woodland environment and the peripheral consequences of the detonation in view, as sunlight filters heavily through a thick canopy of maple and oak leaves to cast long shifting patterns across the uneven grassy terrain and illuminate floating particles of red juice that drift like pollen on the gentle breeze, while the focus shifts to a cluster of weathered timber steps and a narrow dirt path winding deeper into the shaded underbrush where scattered fragments of green rind and drops of crimson moisture cling to the broad leaves of nearby ferns, emphasizing the far-reaching dispersion of the explosion while the distant sounds of rustling foliage and chirping insects underscore the quiet isolation of the forest setting.",
+          "The camera initiates its counterclockwise return arc, smoothly reversing its earlier rotational path as it gradually reorients toward the setup while tracking the lingering atmospheric effects of the blast, capturing the slow descent of heavier rind shards and the settling mist of red pulp that now coats the black metal support brackets and splashes against the weathered wooden ties in the background, as the shifting angle reveals patches of disturbed grass and scattered seeds glinting in the dappled sunlight, while the edges of the white plastic tabletop slowly re-enter the lower frame to provide a stark clean geometric contrast to the organic chaos surrounding it, effectively bridging the peripheral woodland scenery with the central event space and highlighting the gradual return to order as airborne debris continues its downward trajectory under the influence of gravity.",
+          "The camera completes its counterclockwise arc to re-establish the original vantage point, firmly locking back onto the central setup where the aftermath of the detonation is now fully visible and settled, as the white folding table dominates the foreground to clearly display the four remaining watermelons on the left side alongside the thoroughly shattered remains of the far-right fruit, which has been reduced to a wet crimson heap of exposed flesh, scattered dark seeds, and torn rind fragments clinging to the plastic surface, while the stack of aged railroad ties and the dense wall of green forest foliage provide a consistent natural backdrop behind the table, and the black metal legs remain firmly planted in the grass to ground the scene, with bright and even lighting highlighting the stark contrast between the intact round fruits and the violently disrupted mass to effectively restore the initial composition while documenting the final state of the explosive event."
+        ]
+      }
+    },
+    "original_task_id": "a00763_00324",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00673_00334_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A man fires a large silver handgun at watermelons resting on a white table, causing the fruit to violently explode into a cloud of red mist and flying green rind.",
+          "The camera initiates a smooth and continuous upward crane movement, gradually lifting the viewer's perspective away from the grassy ground level where the intense action is taking place. As the angle ascends, the frame captures the lush, dark green foliage of the dense tree line that serves as the natural backdrop for this outdoor shooting range, highlighting the thick vegetation surrounding the white folding table. The man, still clad in his light grey t-shirt with an American flag patch and a camouflage cap, remains in the lower portion of the shot, his posture steady as he holds the large silver handgun, while the remnants of the red watermelon mist begin to settle on the table surface.",
+          "The camera continues its steady and unrelenting ascent, craning higher into the air until the ground-level activity involving the shooter and the exploding fruit is completely obscured from view. The frame is now dominated entirely by the upper branches of the mature trees, their leaves rustling gently in the breeze against a backdrop of a bright, slightly overcast sky. The white table and the man are no longer visible, replaced by the natural texture of the forest canopy and the dappled sunlight playing across the leaves, creating a serene and quiet visual contrast to the violent explosions that were occurring just moments ago below.",
+          "The camera reverses its trajectory and begins a deliberate and steady crane down, descending from the high vantage point amongst the tree branches back toward the earth. As the lens lowers, the dense green leaves of the canopy slide out of the top of the frame, revealing more of the sky and the upper structure of the surrounding vegetation. The movement is smooth and controlled, signaling a return to the scene of the action, as the camera prepares to re-engage with the shooting range environment and the man waiting below with his weapon.",
+          "The camera completes its downward crane motion, settling back into the original eye-level perspective to fully re-establish the scene of the demonstration. The man in the grey shirt and cap is clearly visible again, standing beside the white folding table which is now heavily coated in a mess of red watermelon pulp and scattered green rind fragments. The large silver handgun is still held firmly in his hands as he surveys the destruction, and the background of green bushes and trees is once again clearly defined, bringing the focus back to the aftermath of the explosive display."
+        ]
+      }
+    },
+    "original_task_id": "a00673_00334",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_00896_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Massive orange flames and thick smoke erupt violently from the base of a rocket, rapidly expanding outward to engulf the surrounding launch tower structure as the engines ignite with intense power.",
+          "The camera initiates a steady orbit counterclockwise around the launch complex perimeter, smoothly navigating past the outer safety barricades and ground-level monitoring equipment while adjusting its focal length to track the shifting atmospheric conditions; the initial ignition sequence unleashes a catastrophic surge of superheated plasma that rapidly consumes the lower gantry, painting the weathered steel support beams in brilliant shades of amber and crimson as dense particulate smoke begins to spiral upward through the intricate lattice of maintenance walkways and hydraulic clamps that secure the vehicle to the pad, creating an intense thermal distortion that warps the surrounding atmosphere and reflects violently off the polished metallic surfaces of the adjacent fuel transfer lines, which rapidly expand and vibrate continuously under the immense acoustic pressure generating visible shockwaves across the tarmac.",
+          "The camera continues its persistent orbit counterclockwise across the facility grounds, sweeping decisively away from the primary ignition zone while maintaining a consistent altitude above the concrete access roads and service trenches; the towering rocket base and its accompanying fireball vanish completely from the frame, leaving only the stark industrial silhouette of an adjacent crimson-painted service crane, its intersecting metal girders catching the diffuse ambient glow, while a thick curtain of drifting vapor and scattered debris clouds slowly drift across the corrugated exterior walls of a distant equipment bunker and the empty asphalt pathways that lead toward the perimeter security fence, where stationary industrial floodlights remain completely inactive during the active launch sequence casting long, sharp shadows across the reinforced concrete foundations.",
+          "The camera begins a methodical orbit clockwise along the facility boundary, gradually tracing the curved perimeter of the launch pad while compensating for the accumulating atmospheric haze and acoustic vibrations shaking the stabilization rig; the peripheral edge of the blazing exhaust plume reemerges into view, illuminating the scorched concrete surfaces of the flame deflector trench while swirling vortices of black carbon particulates violently interact with the rotating amber warning beacons mounted along the reinforced safety barricades and the heavy steel blast doors that line the restricted zone, casting long, flickering shadows across the moisture-slicked drainage channels that channel excess coolant away from the primary combustion chamber creating a harsh contrast against the rapidly darkening evening sky.",
+          "The camera completes its calculated orbit clockwise to lock back onto the original staging perspective, fully re-establishing the central launch pad while stabilizing its lens assembly against the relentless shockwaves radiating outward from the thrust vectoring nozzles; the massive rocket engines now sustain a continuous, blinding torrent of molten thrust that completely obscures the underlying support structure, sending towering columns of incandescent gas and billowing dark smoke relentlessly upward past the skeletal framework of the service tower and the heavily reinforced concrete blast walls that anchor the entire assembly, washing out the horizon with an overwhelming radiance that temporarily blinds the distant observation cameras forcing automated optical adjustments across the entire monitoring network."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00896",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_00857_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A ground-based firework fountain erupts, violently shooting a chaotic stream of bright white and gold sparks upwards and outwards into the darkness, accompanied by billowing grey smoke and intermittent flashes of green light.",
+          "The camera executes a smooth crane down motion, steadily lowering its perspective toward the rough terrain while the violent firework fountain remains sharply anchored in the central field of view. A dense cascade of bright white and gold sparks erupts continuously from the smooth red ceramic vessel, scattering across the dark soil as thick clouds of grey smoke drift upward and intermittent flashes of vivid green light momentarily illuminate the surrounding emptiness and scattered fragments of burnt cardboard.",
+          "The camera maintains its downward crane trajectory, descending further until the lens completely abandons the ignition site while the frame becomes entirely consumed by the immediate foreground earth. Only the coarse texture of the dark ground and scattered patches of dry winter grass remain visible, entirely devoid of any luminous discharge or pyrotechnic residue, leaving the viewer suspended in a quiet shadowed expanse far removed from the initial spectacle.",
+          "The camera initiates a controlled crane up motion, gradually elevating the viewpoint back toward the original horizon line while faint traces of the earlier activity begin to reemerge along the lower boundary. Wisps of lingering grey smoke drift lazily across the composition, catching the faint afterglow of scattered embers that still smolder among the dark soil, signaling a quiet return to the primary performance zone.",
+          "The camera completes its upward crane adjustment, restoring the initial eye-level perspective while the full pyrotechnic setup reappears firmly centered within the composition. The red ceramic fountain now sits quietly amidst a settling haze of grey smoke, its surface still dotted with fading green reflections and a few stray gold sparks that continue to skitter weakly across the darkened ground."
+        ]
+      }
+    },
+    "original_task_id": "a00843_00857",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_01026_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire rolls forward on wet concrete, crushing a cluster of green, red, and pink water balloons that burst under the pressure, splashing water and leaving behind rubber scraps.",
+          "The camera tilts downward, revealing the heavy black tire tread as it begins to compress the cluster of green, red, and pink water balloons on the damp concrete surface.",
+          "The camera continues its steady downward tilt, shifting the frame entirely away from the tire and balloons to capture only the shallow rainwater puddles and weathered gray pavement streaked with reflected sunlight.",
+          "The camera begins tilting upward, gradually bringing the glistening wet ground back into view alongside the scattered fragments of yellow and blue rubber scraps left behind by the popped balloons.",
+          "The camera completes its upward tilt, re-establishing the original viewpoint to clearly display the car tire resting past the crushed water balloons and the water-splashed concrete littered with colorful deflated remnants."
+        ]
+      }
+    },
+    "original_task_id": "a00563_01026",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00565_01236_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand holds a small glass jar filled with red and black beads, shaking it slightly before tilting it to pour the beads onto the sand in front of a pink toy house.",
+          "The camera cranes up in a smooth, continuous vertical ascent that gradually elevates the optical axis while maintaining a fixed horizontal orientation across the miniature playset, and this deliberate upward trajectory steadily reveals the weathered white concrete wall serving as the backdrop behind the bright pink brick-patterned toy house alongside the neatly aligned orange wooden picket fence that stretches horizontally across the granular sand bed, where the soft afternoon sunlight casts gentle shadows across the textured terrain and highlights the smooth glass surface of the container resting near the arched entryways, creating a gradual expansion of the visible environment that emphasizes the spatial relationship between the foreground play area and the surrounding structural boundaries.",
+          "The camera continues its uninterrupted vertical crane movement that climbs steadily higher without any lateral drifting or rotational adjustments, and this sustained upward displacement completely removes the hand holding the jar and the scattered bead trail from the lower frame while prominently showcasing the crisp geometric lines of the blue circular window detail near the roofline and the distant patches of dry vegetation bordering the perimeter of the setup, leaving only the upper architectural elements and the bright sky reflection visible against the weathered stucco surface, effectively isolating the structural backdrop from the ground-level activity and ensuring the original action zone remains entirely outside the visible composition.",
+          "The camera initiates a controlled downward crane movement that smoothly reverses the previous vertical trajectory while gradually lowering the optical axis back toward the ground-level environment, and this deliberate descent slowly reintroduces the granular texture of the loose sand into the central viewing zone as the familiar orange wooden fence and the vibrant pink architectural elements gradually slide back into the midground under consistent daylight conditions, bringing the curved doorways and the scattered bead distribution back into partial focus while maintaining a steady optical path toward the original composition and preparing the frame for a complete visual restoration.",
+          "The camera completes its steady downward crane motion that seamlessly restores the original ground-level framing while centering the familiar sandbox arrangement within a balanced composition, and this final vertical adjustment precisely re-centers the pink brick-patterned toy house and the tilted glass container as the hand finishes pouring the remaining red and black beads onto the textured sand surface under clear natural illumination, allowing the viewer to observe the completed trail and the subtle indentations left by the rolling spheres, fully re-establishing the initial scene with absolute spatial clarity and confirming the final state of the poured contents."
+        ]
+      }
+    },
+    "original_task_id": "a00565_01236",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00729_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire rolls forward, crushing a plastic container filled with layered slime and colorful water beads. The container bursts under the pressure, scattering the beads and spilling the orange slime onto the asphalt.",
+          "The camera arcs clockwise around the impact zone, and the flattened plastic tub, vibrant green and yellow water beads scattered across the rough asphalt, and a thick ribbon of orange slime pressed against the tire tread come into view.",
+          "The camera continues to arc clockwise away from the crush site, and a quiet stretch of empty pavement bordered by a weathered concrete curb and dappled afternoon sunlight fills the frame.",
+          "The camera begins to arc counterclockwise back toward the impact zone, and the scattered multicolored gel spheres along with the black rubber sidewall of the vehicle gradually enter the peripheral view.",
+          "The camera completes its arc counterclockwise to the initial vantage point, and the crushed container, the spilled orange slime pooling on the dark asphalt, and the stationary car tire resting beside the debris are clearly visible again."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00729",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_00367_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person strikes the white cue ball with a pool cue, sending it speeding across the table to collide forcefully with a racked triangle of colored balls, causing them to scatter and roll in various directions.",
+          "The camera initiates a deliberate vertical ascent, smoothly craning upwards to elevate the perspective away from the immediate action on the billiards table while maintaining a steady pace. As the lens climbs, the viewer retains a clear view of the smooth grey felt surface where the white cue ball has just shattered the tight triangular rack, sending the vibrant red, yellow, purple, and black balls scattering energetically toward the black rails and corner pockets, while the player's blue shirt sleeve and the slender shaft of the cue stick remain visible at the top right corner, anchoring the scene before the view shifts entirely upward.",
+          "The camera continues its steady upward climb, rising further into the room's atmosphere until the grey playing surface and the scattered pool balls slide completely out of the frame at the bottom edge. The view is now exclusively filled with the expansive deep blue carpet that surrounds the table, along with the dark, heavy frame of the billiards table adorned with small white diamond markers, creating an abstract composition of texture and color that signifies the camera has moved far beyond the original gaming area to a high vantage point near the ceiling lights.",
+          "The camera begins its return journey, craning downwards with a controlled, smooth motion that mirrors the initial departure but reverses the direction to bring the viewer back. As the lens descends, the frame is initially filled with the rich texture of the blue carpet and the sturdy black rails of the table frame, which serve as visual guides leading the eye back toward the center, anticipating the reappearance of the gaming surface while maintaining the high-angle perspective that emphasizes the layout of the room and the ambient lighting reflecting off the polished wood.",
+          "The camera completes its descent, settling back into the original high-angle overhead shot that fully re-establishes the pool table as the central subject of the video. The grey felt surface is once again clearly visible, displaying the new, randomized positions of the colored balls scattered across the table after the break, with the black eight-ball resting near the center diamond, while the player's arm and cue stick are seen resting at the right edge, confirming that the action has paused and the scene has returned to its initial state of observation."
+        ]
+      }
+    },
+    "original_task_id": "a00563_00367",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00677_00528_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A large green tank crashes through a brick building, sending clouds of dust and scattered debris flying as its tracks crush wooden beams and rubble while pushing forward through the collapsing structure.",
+          "The camera arcs counterclockwise along the debris field, revealing the armored green vehicle as its metal treads crush through splintered pine beams and fractured red bricks while thick gray dust plumes upward.",
+          "The camera continues arcing counterclockwise away from the breach, exposing a quiet adjacent alleyway where weathered wooden fences, scattered terracotta pots, and dappled sunlight filter through a canopy of mature oak trees.",
+          "The camera arcs clockwise toward the collapsing structure, presenting a dense cloud of pulverized mortar and floating ash that drifts past a leaning steel support column near the ruined perimeter.",
+          "The camera completes its clockwise rotation to reframe the impact zone, displaying the green tank as it drives through the shattered masonry with its tracks churning over broken bricks and settling dust under bright daylight."
+        ]
+      }
+    },
+    "original_task_id": "a00677_00528",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00800_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire rolls forward over a green watermelon resting on the asphalt. As the wheel applies pressure, the fruit bursts open, violently scattering red pulp and chunks of green rind across the pavement.",
+          "The camera executes a controlled downward crane movement, steadily descending through the bright outdoor lighting while maintaining its optical focus on the ground level, and the expanding visual field gradually reveals the massive Bridgestone tire resting heavily against the custom wooden support ramp, the perfectly spherical green watermelon positioned directly in its crushing path, the scattered crimson pulp fragments already staining the rough asphalt surface, and the sharp yellow warning decals on the wooden block that catch the midday sun, all of which establish a tense anticipation for the imminent structural failure and explosive fruit dispersion that will soon transform the quiet roadside scene into a chaotic display of red juice and shattered rind, accompanied by the subtle heat haze rising from the sun-warmed pavement.",
+          "The camera continues its uninterrupted downward crane trajectory, deliberately lowering its optical axis well below the original ground level to completely remove the vehicle wheel and fruit debris from the visual field, and the newly established vantage point exclusively frames a distant lower section of the asphalt lot where faded white parking lines intersect with deeply cracked concrete seams, scattered dry autumn leaves, and faint metallic oil residues that shimmer under the harsh overhead sunlight, entirely isolating this empty stretch of weathered pavement from the previous mechanical interaction while highlighting the rough granular texture of the road surface, the elongated shadows cast by nearby foliage, the subtle gradient of daylight fading toward the horizon, and the quiet atmospheric stillness that persists entirely apart from the violent crushing sequence happening just beyond the bottom edge of the frame, leaving only the undisturbed gray aggregate to dominate.",
+          "The camera initiates a controlled upward crane movement, steadily ascending through the bright outdoor atmosphere to reverse the previous descent and realign with the initial ground level, and the rising optical axis gradually brings back into view the chaotic scattering of crimson fruit pulp and jagged green rind fragments that now plaster the coarse asphalt, alongside the deep tread impressions left by the heavy Bridgestone tire, the glistening red juice trails soaking into the porous pavement, and the displaced wooden support block that remains slightly askew near the impact zone, collectively signaling a deliberate visual return toward the original crushing area while establishing the fragmented aftermath that precedes the full reconstitution of the primary scene, with the sunlight catching the wet sheen of the spilled contents and emphasizing the stark contrast between the destroyed organic matter and the rigid mechanical components.",
+          "The camera completes its steady upward crane trajectory, fully restoring the original high-angle perspective to precisely lock back onto the exact location of the mechanical impact, and the stabilized composition clearly displays the completely destroyed watermelon in its definitive final state, with the thick green rind split into multiple jagged sections, the vibrant crimson flesh thoroughly mashed into a wet pulpy slurry that spreads across the coarse asphalt, the heavy Bridgestone tire resting motionless on the angled wooden block, and the scattered fruit fragments forming a vivid radial pattern that thoroughly documents the successful completion of the crushing experiment under the bright natural daylight, while the sharp shadows and glistening juice trails emphasize the stark transformation from intact spherical fruit to flattened organic debris across the sunlit pavement."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00800",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00776_00048_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A doll's legs are shown jumping up and down on a small pink trampoline. The doll repeatedly bounces, lifting its feet off the white mesh surface and landing back down.",
+          "The camera tracks right across the smooth marble surface, gradually shifting the viewpoint while the doll's legs continue their rapid bouncing rhythm on the small pink trampoline with its clear white mesh netting.",
+          "The camera continues tracking right until the jumping figure completely exits the frame, leaving only a folded pink exercise mat, a metallic green sphere, and the light wooden wall panels in view.",
+          "The camera tracks left along the empty play area, steadily sweeping back toward the center as the bright pink frame of the trampoline reappears beside the scattered yellow and pink hoop rings.",
+          "The camera finishes tracking left and locks onto the original composition, fully restoring the view of the doll's feet repeatedly striking the white mesh surface of the pink trampoline."
+        ]
+      }
+    },
+    "original_task_id": "a00776_00048",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00237_00609_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand places wooden dominoes in a curved line, then a blue marble rolls down a multi-level wooden block structure and hits the first domino.",
+          "The camera arcs clockwise to shift its viewing angle, revealing the smooth white floor and the curved line of light wooden dominoes standing upright beside the block tower.",
+          "The camera continues to arc clockwise until the original setup is completely excluded, capturing only the blank expanse of the white table surface and the soft ambient reflections on the polished mat.",
+          "The camera arcs counterclockwise to start the return sequence, showing the empty workspace where gentle shadows stretch across the background and the far end of the domino path reappears on the right.",
+          "The camera finishes its counterclockwise arc to lock back onto the starting position, displaying the multi-level wooden block structure and the fully toppled domino chain resting on the white surface after the marble trigger."
+        ]
+      }
+    },
+    "original_task_id": "a00237_00609",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00447_00070_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A metal can sitting on a black table violently explodes, ejecting a massive spray of white foam and debris high into the air and scattering it across the gravel.",
+          "The camera begins a smooth, deliberate upward crane movement, slowly lifting the viewer's perspective away from the ground level to expand the vertical field of view. As the lens ascends, the black folding table remains anchored in the center of the frame, still coated in the sticky remnants of the white foam explosion, while the scattered chunks of yellow pineapple on the gray gravel become more clearly defined. The weathered, dark wooden retaining wall in the background stretches across the shot, its rough, rotting texture contrasting with the bright, harsh sunlight of the day. The rising motion gradually reveals more of the forest backdrop, bringing the leafless deciduous trees and the evergreen foliage on the right into sharper focus, expanding the scene while keeping the chaotic aftermath of the can explosion centrally framed.",
+          "The camera continues its steady vertical ascent, climbing higher into the air with a consistent speed that pushes the ground-level action further down and out of sight. Eventually, the black table, the gravel pit, and the wooden wall slide completely out of the bottom of the frame, leaving the original action area fully displaced and unseen. The view is now entirely dominated by the upper canopy of the forest, where a complex network of thin, gray branches interlaces against a clear, bright sky. Sunlight filters through the swaying boughs of a large evergreen tree on the right, creating dappled patterns of light and shadow. This high vantage point offers a serene contrast to the violence below, focusing solely on the natural environment and the quiet movement of the treetops in the breeze.",
+          "The camera reverses its trajectory, initiating a controlled and smooth descent downwards from the high canopy to return the viewer to the experiment site. As the lens lowers, the upper branches of the pine trees and the bare limbs of the hardwoods begin to slide upward and out of the frame, slowly revealing the man-made structures beneath. The dark, horizontal lines of the massive wooden retaining wall start to re-emerge in the lower portion of the shot, providing a solid visual anchor as the view returns to earth. The downward motion brings the texture of the weathered timber back into sharp focus, hinting at the destruction waiting just below the frame. The lighting remains consistent, casting strong shadows as the camera seeks to re-orient itself with the setup.",
+          "The camera completes its downward crane movement, settling back into the original wide framing to re-establish the scene and clearly display the results of the event. The black folding table comes back into full view, showing the aftermath of the violent explosion, with the table surface littered in white foam residue and the single metal can standing amidst the mess. The gray gravel ground is fully visible again, dotted with the yellow remains of the pineapples that were scattered across the area during the blast. The camera holds steady on this restored perspective, capturing the full context of the outdoor setup, with the wooden wall serving as a sturdy background and the bright sunlight illuminating the debris field in sharp, high-contrast detail."
+        ]
+      }
+    },
+    "original_task_id": "a00447_00070",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00043_00428_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person pours a steady stream of white granular substance, resembling rice or sugar, from a wide metal tray into a large stainless steel bowl resting on a dark surface.",
+          "The camera pans right, and the frame reveals the rough texture of the reddish-brown stone wall and a weathered wooden post standing near the edge of the paved area, while the bright sunlight highlights the dust on the ground.",
+          "The camera continues panning right, and the view shows only the uneven concrete ground and the lower section of the stone wall where shadows stretch across the surface, completely excluding the bowl and the person from the shot.",
+          "The camera pans left, and the scene captures the sunlit stone paving and the wooden support post coming back into view, guiding the eye toward the dark platform where the activity is centered.",
+          "The camera pans left, and the shot re-establishes the original scene by centering the large stainless steel bowl filled with a mound of white granules on the dark surface, with the person's legs visible standing next to it."
+        ]
+      }
+    },
+    "original_task_id": "a00043_00428",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00112_00847_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "An off-road vehicle moves rapidly along a dry dirt track while attached to a taut yellow tow strap, generating a thick, billowing cloud of brown dust that expands quickly.",
+          "The camera executes a deliberate vertical crane ascent, steadily elevating its mounting platform along a precisely guided mechanical trajectory that lifts the viewpoint higher above the uneven ground through a series of smooth, incremental adjustments, while the expanding visual field captures the sun-scorched earth stretching toward distant basalt cliffs, the rigid yellow tow strap vibrating under tension as it disappears into a turbulent cloud of pulverized soil that scatters across the dry riverbed, and the surrounding arid vegetation casting long, sharp shadows across the landscape as the lens continues its upward migration toward the cloudless azure canopy above, with the intense midday sunlight reflecting off the loose sediment and illuminating every swirling particle within the atmospheric haze.",
+          "The camera maintains its uninterrupted vertical crane trajectory, continuing to lift smoothly along the same calibrated axis until the original ground-level tracking zone vanishes completely from the lower edge of the composition, while the elevated perspective exclusively frames the sweeping panorama of the high desert plateau, revealing wind-swept sagebrush covering the rocky slopes, scattered dry washes carving through the pale soil, and the brilliant sun flaring gently near the top of the frame as the lens settles into a high-angle observational position, completely excluding the dirt track and the vehicle from view, emphasizing the vast isolation of the remote wilderness environment and the stark geological formations that dominate the horizon line, with the cool blue tones of the sky contrasting against the warm ochre hues of the exposed terrain.",
+          "The camera initiates a controlled vertical crane descent, steadily lowering its optical axis along the exact inverse mechanical path used during the ascent, while the descending viewpoint gradually reintroduces the lower terrain into the frame, showcasing the textured surface of the parched earth, the distant ridgeline beginning to anchor the upper portion of the composition, and the faint atmospheric haze lingering above the dry grassland as the lens methodically bridges the gap between the high aerial perspective and the ground level, with scattered juniper shrubs and weathered limestone outcrops slowly rising into view beneath the falling camera trajectory, capturing the shifting interplay of light and shadow across the undulating topography as the downward motion accelerates slightly toward the target zone, preparing the viewer for the imminent return to the primary focal point as the descent continues.",
+          "The camera completes its vertical crane descent, smoothly returning its mounting apparatus to the original ground-level elevation while stabilizing the optical axis to match the initial tracking alignment, while the restored perspective immediately recaptures the off-road vehicle speeding along the dusty trail, the taut yellow strap cutting through the thick brown dust cloud that continues to billow outward with relentless force, and the surrounding dry vegetation whipping past as the machine kicks up a fresh surge of soil under the bright sky, with the familiar rutted path and distant mountain backdrop perfectly realigned in the composition as the motion concludes, re-establishing the dynamic energy of the scene as the lens locks onto the rapidly advancing chassis, ensuring that every detail of the rugged machinery and the swirling particulate matter is sharply defined once again."
+        ]
+      }
+    },
+    "original_task_id": "a00112_00847",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00043_01032_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand pours a brown powder from a small jar into a metal bowl of flour, then uses fingers to mix and toss the ingredients together.",
+          "The camera tracks smoothly to the right, shifting the view away from the center of the metal bowl to reveal the clean, light-colored wooden surface of the table adjacent to the preparation area.",
+          "The camera continues its rightward movement until the bowl is completely out of frame, leaving only the empty expanse of the wood-grain countertop and the edge of a dark mat visible.",
+          "The camera reverses direction and tracks to the left, moving back across the wooden surface as the silver rim of the mixing bowl begins to slide back into the frame.",
+          "The camera settles back into the original top-down position, fully framing the stainless steel bowl where a hand is vigorously tossing the white flour and brown yeast powder together."
+        ]
+      }
+    },
+    "original_task_id": "a00043_01032",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00233_00090_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person wearing blue gloves pours white flour from a large white scoop into a shiny metal mixing bowl, creating a growing mound of powder.",
+          "The camera begins a smooth counterclockwise arc across the preparation surface, capturing the steady cascade of finely milled white flour pouring from a broad plastic scoop into a gleaming stainless steel mixing bowl while the bright blue nitrile gloves maintain a firm grip on the handle, and this shifting perspective highlights the warm natural daylight streaming through the nearby window to illuminate the growing mound of powder that forms delicate ridges inside the reflective interior alongside faint images of overhead wooden cabinetry shimmering along the curved metallic rim above a clean quartz countertop.",
+          "The camera continues its deliberate counterclockwise rotation away from the workstation, completely removing the mixing bowl and pouring action from view as the frame transitions to showcase the surrounding culinary environment bathed in soft morning illumination, and this new angle reveals pale wooden upper cabinets with minimalist hardware alongside a neatly organized open shelving unit displaying ceramic canisters beneath a large window dressed with sheer linen curtains that diffuse the incoming sunlight across matte white backsplash tiles and highlight the subtle grain of hardwood flooring.",
+          "The camera initiates a matching clockwise arc to reverse the previous trajectory, gradually sweeping back through the illuminated space while bringing the polished edge of the metal mixing bowl and a partial view of the blue-gloved hand back into the frame, and this returning perspective slowly reconstructs the culinary workspace by revealing the pristine quartz countertop surface alongside scattered stray flour particles near the container base and the curved silhouette of the white plastic scoop hovering above the rim under directional sunlight.",
+          "The camera completes its clockwise repositioning and settles back into the original vantage point, clearly framing the active preparation scene where a steady pour of white flour continues building a substantial textured mound inside the highly polished stainless steel vessel, and this restored composition displays the gloved hands maintaining a controlled tilt on the large white scoop to ensure a consistent flow of fine particulate that settles into soft peaks under bright natural lighting while secondary storage containers and subtle window reflections fully re-center attention on the process."
+        ]
+      }
+    },
+    "original_task_id": "a00233_00090",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00581_00452_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A dark, inclined conveyor belt continuously transports scattered clumps of brown earth and debris upwards towards a processing area near large white silos.",
+          "The camera begins a steady downward crane motion, shifting the frame to capture the rugged concrete foundations and heavy steel supports while the inclined belt remains partially visible in the upper corner.",
+          "The camera continues its controlled downward crane descent, moving entirely past the machinery base until the conveyor and its earthen cargo disappear from sight and only the shadowed dirt floor and scattered rocks remain.",
+          "The camera initiates a deliberate upward crane reversal, rising smoothly away from the ground level to bring the lower structural beams back into view as the focus gradually returns to the mid-height framework.",
+          "The camera completes its upward crane ascent, locking back onto the initial composition to fully restore the view of the dark inclined belt hauling brown soil clumps toward the large white silos under clear skies."
+        ]
+      }
+    },
+    "original_task_id": "a00581_00452",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00814_00048_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A vertical bandsaw blade steadily cuts through a thick, curved piece of lumber, following a blue marker line while sawdust accumulates on the black work surface.",
+          "The camera executes a steady, continuous pan to the left, deliberately shifting the lens away from the central workstation while maintaining a smooth horizontal velocity across the shop floor. This controlled movement reveals the adjacent wall-mounted storage racks packed with neatly organized hand tools, the faint reflection of overhead fluorescent lighting glinting off polished steel clamps, and the trailing edge of the black metal bandsaw table where a fresh crescent of pale yellow sawdust has just begun to settle, exposing how the natural grain of the surrounding pine shelving contrasts sharply with the industrial finish of the heavy machinery, all while the ambient hum of the workshop remains constant in the background.",
+          "The camera maintains its unbroken leftward pan, sweeping further across the room until the original cutting zone and the thick curved timber have completely vanished beyond the right frame boundary. The new composition exclusively highlights a large industrial dust collection unit mounted against the far concrete wall, its transparent plastic hose coiled neatly beside a heavy-duty rolling tool cabinet scarred with years of daily use, while natural daylight filters through a high transom window to cast long, soft shadows across a secondary workbench cluttered with measuring squares and grit sheets, confirming a full spatial displacement from the active machining area to a quiet storage corner.",
+          "The camera initiates a matching pan to the right, smoothly reversing its trajectory to begin the return sequence toward the primary cutting station. This deliberate horizontal shift gradually brings the wall-mounted hand tool racks back into view, captures the polished steel clamps once again catching the overhead fluorescent glow, and allows the trailing edge of the black metal bandsaw table to re-enter from the left side of the frame, while a fresh scattering of pale yellow sawdust becomes visible along the floorboards to trace the machine's recent path, methodically bridging the visual gap between the peripheral storage zone and the central workspace.",
+          "The camera completes its steady pan to the right, finally locking back onto the initial viewpoint to restore the original framing around the active bandsaw setup. The vertical cutting blade is now clearly positioned as it finishes its precise pass along the blue marker line, leaving a clean separation through the dense wood grain while a substantial mound of pale yellow sawdust rests undisturbed on the black work surface below, successfully re-establishing the primary woodworking scene with the cut segment slightly offset from the main block under bright workshop illumination that highlights the freshly exposed timber fibers."
+        ]
+      }
+    },
+    "original_task_id": "a00814_00048",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00923_00451_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blacksmith uses tongs and a metal bar to bend and separate the glowing red, heated arms of a metal workpiece resting on an anvil.",
+          "The camera cranes down from its initial height, framing the soot-stained iron anvil and scattered charcoal dust around its base.",
+          "The camera continues to crane down toward the workshop floor, showing only the cracked concrete ground and a pile of discarded scrap metal resting nearby.",
+          "The camera begins to crane up from the ground level, capturing the blacksmith's heavy leather apron and the worn wooden handle of a nearby hammer.",
+          "The camera cranes up to re-establish the original workspace, clearly showing the glowing red junction of the bent metal piece resting on the anvil as the blacksmith manipulates it with tongs."
+        ]
+      }
+    },
+    "original_task_id": "a00923_00451",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00132_00608_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A heavy mechanical press descends rapidly onto a glowing orange metal bar, forcefully crushing and flattening the hot steel against the lower die while debris scatters.",
+          "The camera initiates a smooth tracking motion to the right, gradually shifting the perspective away from the central forging station while maintaining a steady lateral pace across the industrial floor; the frame reveals the intense thermal radiation emanating from the freshly heated orange steel bar that continues to glow fiercely beneath the descending upper die of the heavy mechanical press, while small flakes of oxidized scale and scattered metallic debris accumulate on the worn lower die surface, all set against the dimly lit, soot-stained interior of the workshop where ambient heat shimmer distorts the surrounding air and heavy steel support columns anchor the massive hydraulic equipment to the reinforced concrete foundation.",
+          "The camera continues its uninterrupted tracking motion to the right, pushing the lateral displacement further until the central forging zone completely exits the frame and the original crushing action disappears from view entirely; the composition captures a cluttered row of heavy-duty storage racks filled with raw ingot blanks and coiled steel rods alongside a secondary grinding station equipped with abrasive wheels and coolant reservoirs, while stray sparks from distant welding operations illuminate the darkened periphery of the expansive manufacturing facility and dust particles drift slowly through the stagnant air near the concrete loading bays.",
+          "The camera initiates a deliberate tracking motion to the left, reversing the previous trajectory and beginning the paired return sequence that slowly guides the perspective back toward the central work zone; the lens captures the re-emerging edges of the massive press housing and heavy cast-iron guide columns while stray fragments of cooled slag and scattered metal shavings become visible on the workshop floor, all set against the backdrop of returning industrial elements like suspended cable reels and ventilation exhaust grates that gradually come back into alignment with the primary forging station.",
+          "The camera completes its smooth tracking motion to the left, fully restoring the original framing and re-establishing the central viewpoint that clearly displays the completed forging operation; the stabilized composition reveals the flattened and still-glowing orange steel bar resting securely on the lower die with its once-cylindrical shape now compressed into a broad rectangular plate, while the heavy upper press head remains fully descended and scattered flakes of dark oxidized scale lie strewn across the metallic work surface, all illuminated by the persistent radiant heat that continues to shimmer in the air around the freshly deformed workpiece."
+        ]
+      }
+    },
+    "original_task_id": "a00132_00608",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00785_00180_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hammer strikes a glowing orange metal rod placed on an anvil, repeatedly pounding the heated metal to flatten and elongate it.",
+          "The camera tilts upward away from the rough, pitted surface of the anvil, slowly revealing the blacksmith's hand gripping the long iron tongs while the glowing orange tip of the metal rod remains visible near the center of the frame.",
+          "The camera continues to tilt upward until the anvil and the heated metal rod are completely out of view, exposing the dark, soot-covered brick walls of the workshop and a faint, flickering light source from a forge in the background.",
+          "The camera tilts downward, moving past the heavy chains hanging from the ceiling and the blacksmith's leather apron, guiding the viewer's gaze back toward the workbench area where the metalworking is taking place.",
+          "The camera completes its downward tilt to re-establish the original action area, bringing the heavy steel anvil and the elongated, slightly cooling metal rod back into sharp focus as the hammering process is ready to resume."
+        ]
+      }
+    },
+    "original_task_id": "a00785_00180",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00550_00137_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blacksmith repeatedly strikes a glowing orange metal bar resting on an anvil with a hammer, shaping the heated material while sparks scatter upon impact.",
+          "The camera pans left across the workshop floor, and the frame captures a stack of weathered wooden planks and a rusted metal bucket resting near the tool rack.",
+          "The camera continues panning left, and the view shifts entirely to a shadowed storage corner lined with hanging leather aprons and a rack of cold steel chisels, leaving the anvil and glowing metal completely out of sight.",
+          "The camera begins panning right, and the frame sweeps past scattered iron filings and a sturdy workbench cluttered with heavy tongs and brass measuring gauges.",
+          "The camera completes its rightward pan to re-center the composition, and the original forging area returns into view with the heavy anvil and the intensely glowing orange metal bar clearly illuminated under the overhead lights."
+        ]
+      }
+    },
+    "original_task_id": "a00550_00137",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_01537_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A rocket engine ignites on a test stand, transitioning from billowing white vapor to a massive, expanding plume of bright orange fire and exhaust gases erupting downward.",
+          "The camera initiates a steady, mechanical tilt downward, gradually shifting the optical axis away from the elevated support structure and tracking the initial phases of the propulsion sequence as the viewpoint migrates toward the launch pad infrastructure, revealing the thick, billowing white vapor that violently erupts from the circular nozzle assembly, capturing the dense, turbulent clouds as they swirl outward and temporarily obscure the intricate steel framework of the test stand while highlighting the stark visual contrast between the pristine industrial machinery, the reinforced concrete drainage trenches, and the raw, uncontrolled thermal energy being released during the critical static fire test.",
+          "The camera maintains its relentless downward tilt, carrying the viewer's perspective completely past the ignition zone and the surrounding support apparatus until the rocket engine and its fiery exhaust are entirely eliminated from the visual field, presenting a fully displaced composition now dominated by the rugged, water-stained concrete pad and the expansive network of drainage trenches that crisscross the test site, revealing scattered thermal debris, heat-discoloration patterns on the pavement, and the distant perimeter fencing that marks the secure boundary of the launch facility while establishing a grounded, terrestrial context far removed from the mechanical drama occurring just outside the shot.",
+          "The camera begins a controlled upward tilt, reversing its previous trajectory and gradually lifting the frame away from the desolate concrete pad and drainage infrastructure that had dominated the lower perspective, sweeping back across the heat-scorched ground surface and the shadowed contours of the test site while slowly recovering the structural elements of the launch mount as the bright, incandescent glow of the burning propellant starts to bleed into the lower edges of the composition and the intense orange flames begin to illuminate the surrounding steel framework with a fierce, pulsating radiance.",
+          "The camera completes its upward tilt, seamlessly restoring the original overhead perspective and bringing the rocket engine, its massive support truss, and the violently expanding plume of bright orange fire back into sharp, centralized focus, once again capturing the full spectacle of the static test as the circular nozzle assembly channels a tremendous, roaring torrent of superheated exhaust gases directly into the reinforced deflector pit below while revealing the intricate lattice of steel beams, the billowing white and orange vapor clouds, and the stark industrial geometry of the test stand against the dusty terrain."
+        ]
+      }
+    },
+    "original_task_id": "a00106_01537",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_00563_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A small rectangular object on the ground violently erupts, shooting a dense fountain of bright orange sparks and intermittent white flashes into the darkness while releasing clouds of smoke.",
+          "The camera tilts downward, and the coarse, dry earth immediately surrounding the ignition site fills the lower frame as the initial spray of golden embers scatters across the dirt.",
+          "The camera continues its steady downward tilt, and only the shadowed, uneven soil and scattered pebbles beneath the blast zone remain in view while the eruption stays completely out of sight.",
+          "The camera initiates a smooth upward tilt, and the lower perimeter of the testing ground reappears where faint, drifting tendrils of gray smoke hover just above the darkened terrain.",
+          "The camera completes its upward return motion, and the original blast zone re-centers in the frame to clearly show the small rectangular casing still violently ejecting a dense fountain of bright orange sparks and thick white smoke into the night."
+        ]
+      }
+    },
+    "original_task_id": "a00843_00563",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00107_00694_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A gloved hand presses a metal chisel against a rapidly spinning wooden block mounted on a lathe, carving away material and sending a spray of wood shavings into the air as the surface is smoothed.",
+          "The camera arcs smoothly clockwise around the workshop setup, shifting the perspective to capture the lateral view of the lathe while the gloved operator continues to apply the metal chisel to the rapidly spinning wooden block. As the lens rotates, the frame highlights the dynamic spray of wood shavings being ejected from the contact point, emphasizing the texture of the accumulating sawdust on the metal tool rest and the subtle vibration of the machine components under the pressure of the carving process. The motion maintains a steady pace, keeping the interaction between the tool and the wood as the focal point while gradually introducing the cluttered background of the workbench filled with various woodworking accessories, such as small bottles of glue and discarded metal fragments, which sit coated in a layer of fine dust. The clockwise movement enhances the sense of three-dimensionality, revealing the curvature of the wooden piece as it rotates and the way the light catches the swirling patterns in the wood grain.",
+          "The camera continues its clockwise arc past the active carving station, sweeping the view away from the spinning wood and chisel until the lathe mechanism disappears entirely from the frame. This displacement reveals the broader context of the dusty workshop floor, focusing instead on a pile of raw timber logs and a heavy wooden stump resting near the periphery of the workspace. The rotation brings into view the scattered debris of previous projects, including small plastic containers and metal scraps resting on a secondary workbench, while the lighting shifts to catch the dust motes floating in the air near the edge of the room. The original action of smoothing the wooden block is completely obscured, replaced by the static stillness of the stored materials and the textured surface of the sawdust-covered ground. The lens lingers momentarily on a weathered wooden block with a central hole, emphasizing the rustic and utilitarian nature of the environment before the view becomes fully detached from the immediate activity of the lathe.",
+          "The camera initiates a counterclockwise arc to reverse the previous trajectory, swinging back from the area of stored timber logs toward the central workspace. As the lens pivots, the frame tracks across the rough, dust-laden concrete floor, catching glimpses of the heavy wooden stump and the scattered metal tools that mark the path back to the lathe. The motion is deliberate and mirrored, retracing the environmental context established during the departure phase while the ambient workshop sounds of the machinery become more distinct as the viewpoint approaches the source. The rotation gradually aligns the perspective with the direction of the machine, preparing to reintroduce the active carving scene by sweeping past the secondary workbench cluttered with adhesive bottles and small hardware items. The counterclockwise movement smoothly transitions the focus from the static background elements back toward the dynamic center of the room, anticipating the return of the spinning wood and the operator's steady hand.",
+          "The camera completes the counterclockwise arc and settles back into the original close-up position, fully re-establishing the view of the lathe where the gloved hand is firmly pressing the metal chisel against the now-smoothed wooden block. The spinning wood fills the frame once more, displaying the refined surface texture achieved through the carving process, while a continuous stream of fine wood shavings sprays outward from the contact point. The focus sharpens on the interaction between the tool and the material, highlighting the precision of the operator's grip and the rhythmic removal of material as the lathe rotates at high speed. This return to the initial viewpoint confirms the continuity of the action, showcasing the progress made on the wooden object amidst the chaotic yet controlled environment of the woodworking station. The camera stabilizes, allowing the viewer to observe the final stages of shaping the bowl, with the dust-covered gloves and the gleaming metal of the chisel contrasting against the warm tones of the turning timber."
+        ]
+      }
+    },
+    "original_task_id": "a00107_00694",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00550_00045_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blacksmith repeatedly strikes a glowing orange rectangular metal billet held by tongs on an anvil with a heavy hammer, deforming the hot steel as small sparks scatter with each impact.",
+          "The camera begins a steady pan left, and the frame reveals a stack of cooling metal tongs resting against a rough brick wall in the shadowed corner of the forge.",
+          "The camera continues the leftward pan, and the original action area disappears from view, leaving only a dusty shelf lined with iron files and a dim blue work light visible in the shot.",
+          "The camera reverses direction and starts a pan right, and the view captures a cluttered background where leather aprons hang from wooden hooks before the soot-stained anvil reappears at the edge.",
+          "The camera completes the pan right, and the original forging scene returns to focus, clearly displaying the blacksmith's hammer striking the glowing orange billet on the anvil with sparks scattering across the dark surface."
+        ]
+      }
+    },
+    "original_task_id": "a00550_00045",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00270_00023_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "An Uzbekistan Airways airplane lands on a wet runway, creating a large rooster tail of water spray as its wheels make contact and spoilers deploy on the wings.",
+          "The camera tilts upward as the aircraft makes initial contact with the ground; the frame captures the blue and white Uzbekistan Airways fuselage gliding just above the rain-slicked tarmac with a sudden burst of spray from the main landing gear.",
+          "The camera continues tilting upward until the landing strip completely vanishes from view; the shot displays only the dense overcast sky and the rusted upper sections of distant perimeter lighting towers against the heavy gray clouds.",
+          "The camera tilts downward to initiate the return sweep; the view reveals the dark boundary treeline and the amber glow of the approach path indicators emerging from the lower edge of the frame.",
+          "The camera completes its downward tilt to restore the original perspective; the frame clearly shows the Boeing 767-300ER rolling down the wet runway with its wing spoilers fully deployed and a massive rooster tail of water erupting behind the tires."
+        ]
+      }
+    },
+    "original_task_id": "a00270_00023",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00743_01705_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person throws a yellow disc that flies high through the air, gliding past green trees toward a metal disc golf basket with hanging chains.",
+          "The camera initiates a smooth pan to the left, keeping the yellow disc soaring through the air and the metal basket with hanging chains visible in the foreground as the perspective shifts slightly away from the center of action.",
+          "The camera continues the leftward pan, sweeping past the throwing zone until the player and the disc golf target are completely absent, revealing only a dense cluster of sunlit underbrush and a fallen log covered in moss.",
+          "The camera changes direction and begins a deliberate pan to the right, gliding back over the blurred greenery and the rough texture of a nearby tree trunk, preparing to reframe the original setting.",
+          "The camera finalizes the return pan to the right, re-establishing the original viewpoint where the metal disc golf basket with its silver chains is clearly visible again, centered in the frame as the yellow disc completes its approach."
+        ]
+      }
+    },
+    "original_task_id": "a00743_01705",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00815_00446_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skateboarder in a white shirt grinds along a metal railing, loses balance while dismounting, and falls hard onto the concrete pavement, sliding on his back.",
+          "The camera begins a steady counterclockwise orbit around the plaza, tracking the skateboarder in the white graphic tee as he grinds his trucks along the silver metal railing, capturing the tension in his posture against the backdrop of passing vehicles and the urban street environment.",
+          "The camera continues its counterclockwise sweep, panning away from the rail to focus entirely on the adjacent street corner where a silver hatchback is parked near a thick tree trunk, effectively removing the skateboarder and the initial obstacle from the frame to highlight the empty space he is about to occupy.",
+          "The camera reverses direction with a smooth clockwise orbit, swinging back past the textured bark of the plane tree and the grey concrete pavers, gradually revealing the chaotic energy of the street as the view shifts from the static parked cars back toward the area where the skater landed.",
+          "The camera completes its clockwise return to the original vantage point, firmly re-establishing the scene to show the skateboarder sprawled on his back on the pavement, sliding to a rest near the tree base with his board lying detached nearby, marking the conclusion of the failed trick."
+        ]
+      }
+    },
+    "original_task_id": "a00815_00446",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00815_00919_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skateboarder with long hair rides toward a metal rail, jumps onto it to attempt a grind, loses balance, and falls off onto the concrete pavement, sliding along the ground.",
+          "The camera initiates a steady downward tilt, revealing the sun-bleached concrete pavement and the vertical support posts of the metal rail.",
+          "The camera continues its smooth downward tilt, filling the frame with a patch of dry grass and a weathered red curb while the original skating zone remains completely hidden.",
+          "The camera begins a controlled upward tilt, bringing the shadowed trunk of a large oak tree and the adjacent green lawn into view.",
+          "The camera completes the upward tilt, restoring the original plaza scene where the long-haired skateboarder slides across the sunlit concrete near his overturned board."
+        ]
+      }
+    },
+    "original_task_id": "a00815_00919",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00903_00080_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A BMX rider launches off a high concrete ledge, soaring through the air before crashing hard onto the pavement, causing the bike and rider to tumble and roll across the ground.",
+          "The camera tilts upward, tracking the BMX rider as he propels himself off the high concrete ledge, revealing the expansive gray stone cladding of the building and the vertical lines of the window frames that dominate the background.",
+          "The camera continues its upward tilt, moving past the rider's initial launch point to focus exclusively on the upper levels of the modern structure, framing the blank concrete surfaces and distant foliage while the street and the crashing rider are completely excluded from the shot.",
+          "The camera begins a smooth downward tilt, descending from the upper architectural details and sweeping back toward the ground, guiding the viewer's attention away from the sky and back toward the urban plaza where the event took place.",
+          "The camera completes its downward tilt to restore the original perspective, bringing the paved plaza back into full view where the rider lies curled on the ground next to his bicycle, with the base of the stairs and nearby parked cars clearly visible again."
+        ]
+      }
+    },
+    "original_task_id": "a00903_00080",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00786_02269_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A bowler releases a black ball down a wooden lane. The ball rolls rapidly toward the white pins with red stripes, striking the formation and sending the pins scattering and tumbling across the deck.",
+          "The camera begins a smooth pan left, and the frame captures the gleaming black bowling ball as it accelerates down the polished maple lane toward the waiting white pins.",
+          "The camera continues the leftward pan, and the view shifts entirely to a dimly lit service corridor where the bowling lane and pins are completely absent from the shot.",
+          "The camera initiates a steady pan right, and the shot sweeps past the darkened side walls to gradually bring the glossy wooden gutters and pin deck back into focus.",
+          "The camera completes the rightward pan, and the perspective re-centers on the alley to clearly display the scattered white pins with red stripes tumbling across the dark sweep area after the impact."
+        ]
+      }
+    },
+    "original_task_id": "a00786_02269",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00629_00640_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hockey player in a black jersey skates with the puck while being pursued by an opponent. He loses his balance, falls to the ice, and slides forcefully into the boards.",
+          "The camera initiates a deliberate crane down motion, steadily lowering its elevated broadcast perspective toward the frozen playing surface while maintaining a smooth vertical trajectory; as the optical axis descends, the frame clearly captures the black-jerseyed forward gliding across the freshly resurfaced ice with precise stick control as his white-clad defender aggressively closes the distance along the adjacent hash marks, all illuminated by the harsh overhead arena lights that cast sharp reflections across the cold expanse and highlight the vibrant advertising graphics mounted along the perimeter boards, effectively setting the stage for the impending physical engagement near the defensive zone where the players' blades continue to carve intricate patterns into the compacted snow, creating a dynamic visual contrast between the swift athletic movement and the rigid, frozen environment that demands constant balance and precision.",
+          "The camera continues its steady crane down trajectory, pushing the optical viewpoint further toward the rink floor until the initial skating zone completely disappears from the frame; as the descent reaches its lowest point, the lens now frames only the textured grooves and snow spray accumulating along the yellow kickplate at the base of the dasher boards, where the harsh overhead spotlights cast long, distorted shadows across the damp rubber matting and reveal the intricate network of skate marks etched into the cold, hard surface beneath the protective glass, completely isolating the foundational elements of the arena infrastructure while the dynamic player movement vanishes entirely from sight, leaving only the stark, unyielding materials of the rink's lower boundary in full view, where the accumulated ice shavings and moisture create a gritty, textured landscape that emphasizes the mechanical durability required for professional competition.",
+          "The camera begins a controlled crane up maneuver, gradually elevating its position away from the floor-level perspective and reclaiming the vertical space above the ice; as the ascent progresses, the frame slowly reintroduces the lower sections of the transparent acrylic barrier along with the metallic stanchions that secure the rink glass, allowing the ambient arena atmosphere to filter back into view through the subtle reflections on the curved safety panels and the distant blur of spectator seating that begins to emerge in the upper periphery, effectively bridging the gap between the grounded structural details and the broader competitive environment that awaits reentry into the composition, gradually restoring the spatial context necessary to understand the full scope of the game while the rising perspective reveals the interplay of artificial illumination and translucent materials that define the modern hockey arena experience.",
+          "The camera completes its steady crane up sequence, restoring the original broadcast elevation and aligning the optical axis back toward the center of the playing surface; as the viewpoint stabilizes, the frame clearly reveals the fallen athlete in the black jersey sliding to a halt against the padded boards while his stick lies discarded on the frosty expanse, surrounded by the scattered markings of the defensive zone and the crisp boundary lines that frame the intense physical confrontation now fully visible once more, successfully returning the audience to the primary point of interest where the impact and subsequent recovery unfold under the bright stadium illumination, re-centering the narrative on the critical moment of athletic collision and ensuring that the viewer's attention is firmly anchored to the original action zone as the sequence reaches its conclusive visual resolution."
+        ]
+      }
+    },
+    "original_task_id": "a00629_00640",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00204_01516_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Two players in yellow shirts vigorously sweep the ice with brooms in front of a sliding yellow curling stone, guiding its path down the rink towards the target circle.",
+          "The camera tracks right, shifting the view along the polished white ice to reveal the blue sideboards and the red and blue \"World Curling\" logos as the sweepers continue their motion.",
+          "The camera continues tracking right, panning completely away from the athletes until the yellow shirts and the sliding stone are no longer visible, leaving only the empty ice sheet and the green \"Arla\" logo in the frame.",
+          "The camera tracks left, reversing direction along the rink boundary to bring the blue \"Swedish Winter Sports Research Centre\" advertisement back into view as the lens moves toward the active play area.",
+          "The camera tracks left to re-establish the original viewpoint, centering the frame once more on the two players in yellow shirts vigorously sweeping the ice in front of the yellow stone as it sits within the blue target circle."
+        ]
+      }
+    },
+    "original_task_id": "a00204_01516",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00206_00877_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Large chunks of white ice are dropped into a clear glass resting on a white surface, landing at the bottom one by one.",
+          "The camera begins panning right, shifting the clear glass and its smooth white countertop toward the left edge of the frame while maintaining a steady overhead perspective.",
+          "The camera continues panning right, revealing only an unmarked expanse of the bright white surface and soft ambient lighting while the original drinking setup remains completely out of sight.",
+          "The camera starts panning left, sweeping across the pristine table area to bring the workspace edge and subtle shadow gradients into view as it retraces its previous trajectory.",
+          "The camera completes panning left, re-centering the frame to clearly show the clear glass on the white surface, now holding the accumulated ice chunks under steady lighting."
+        ]
+      }
+    },
+    "original_task_id": "a00206_00877",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00903_00032_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person wearing a purple hat rides a blue BMX bike toward a low metal rail, attempts to grind along it, slips off the bike mid-trick, and tumbles onto the sidewalk.",
+          "The camera initiates a smooth lateral track to the left, steadily advancing along the quiet residential street while revealing a green municipal trash bin positioned beside a weathered wooden fence that borders the front lawn. The overcast daylight softly illuminates the damp asphalt roadway, highlighting faded white lane markings and a row of parked vehicles that includes a bright red hatchback alongside a dark gray sedan stationed near the curb, as the tracking movement continues at a consistent pace to capture the textured brick facade of a nearby house and the neatly trimmed grass verges shifting toward the right edge of the composition.",
+          "The camera persists in its uninterrupted leftward tracking motion, deliberately sweeping past the initial stunt zone to frame a tall corrugated metal gate marked with faded white graffiti tags alongside a narrow paved driveway that leads toward a secondary brick residence. Leafless spring trees sway gently against a muted gray sky, their bare branches contrasting with a series of identical utility boxes and concrete drainage grates that line the edge of the empty roadway, while the continuous lateral glide leaves the original riding location completely behind to present only distant parked cars and residential fencing within the newly established viewpoint.",
+          "The camera reverses its trajectory with a controlled rightward tracking sequence, smoothly gliding back toward the initial performance area while gradually reintroducing familiar streetscape elements into the composition. As the lens moves past the same concrete drainage grates and residential boundary structures, the damp asphalt and neatly trimmed grass verges reappear under the flat overcast lighting, while the distant silhouette of a brick house slowly emerges on the right side of the frame to allow parked vehicles and weathered wooden fences to slide back into view as the perspective steadily converges toward the original riding corridor.",
+          "The camera completes its synchronized rightward tracking maneuver, settling precisely into the original vantage point to clearly reframe the aftermath of the failed trick on the concrete curb. The blue BMX bicycle rests upside down against the low metal rail, its thick tires pointing skyward while the fallen rider sits slumped on the gray pavement, adjusting his purple beanie and brushing dirt from his black jacket, as surrounding details like the chipped white door of the adjacent house and scattered green grass patches remain sharply in focus under the flat daylight to fully restore the initial action zone and capture the exhausted posture of the cyclist exactly where the sequence began."
+        ]
+      }
+    },
+    "original_task_id": "a00903_00032",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00280_00363_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skier descends rapidly down a steep, snow-covered mountain slope, navigating around scattered dark rocks while kicking up a large spray of white powder with each turn.",
+          "The camera begins a steady clockwise orbit around the mountain face, capturing the sunlit granite boulders and the trailing plume of fresh powder as the skier carves downward.",
+          "The camera continues the same clockwise arc, shifting the frame entirely away from the descent to reveal a distant, shadowed ridge line draped in wind-swept snowdrifts.",
+          "The camera initiates a counterclockwise orbit to reverse the trajectory, panning back across frost-covered scree fields and catching the sharp glint of sunlight on exposed rock faces.",
+          "The camera completes the counterclockwise return swing, realigning with the initial perspective to bring the steep snowy slope back into view where the skier navigates past scattered dark boulders."
+        ]
+      }
+    },
+    "original_task_id": "a00280_00363",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00238_00133_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Glass marbles roll along carved wooden tracks, dropping into curved channels and striking a pivoting wooden hammer that swings back and forth.",
+          "The camera smoothly cranes downward while maintaining a perfectly level horizon, gradually shifting the visual focus away from the upper rolling assembly toward the foundational timber supports of the marble run; this deliberate vertical descent reveals the intricate joinery of the light-colored pine base where polished glass marbles with swirling blue and green cores rest momentarily in carved wooden recesses before continuing their kinetic journey under soft diffused daylight that highlights subtle grain patterns and precise router marks along every track edge while emphasizing the careful craftsmanship involved in constructing this mechanical toy that rests securely upon the slatted workbench, where the natural amber tones of the hardwood provide a warm contrast to the cool translucence of the rolling spheres as they navigate the carefully calibrated slopes designed to maintain consistent velocity throughout the entire course.",
+          "The camera continues its controlled crane down motion, steadily descending past the midpoint of the support structure until the upper marble tracks and swinging hammer mechanism completely disappear beyond the top edge of the frame; this fully displaced viewpoint isolates the interlocking wooden blocks that form the stable foundation along with scattered wood shavings and fine sawdust resting on the warm-toned slatted surface while natural ambient light casts soft shadows across the dovetail-style connections to reveal the precise alignment of vertical posts and horizontal rails that quietly distribute the structural load, creating a grounded composition that emphasizes the raw materiality and unadorned beauty of the construction process without any distracting kinetic elements to draw the eye away from the sturdy craftsmanship.",
+          "The camera reverses its trajectory with a smooth crane up motion, steadily rising from the foundational base toward the midsection of the wooden apparatus while keeping the lens perfectly level; this initial phase of the return movement gradually brings back into view the lower curved transition channels and the precisely routed grooves where the glass marbles accelerate before launching toward the impact zone under consistent overhead lighting that accentuates the clean geometric lines of the vertical support columns and the metallic pivot pin embedded in the swinging hammer arm, reorienting the viewer toward the central mechanism while carefully tracing the path of the marbles as they prepare to trigger the next cycle of kinetic energy transfer through the handcrafted assembly.",
+          "The camera completes its upward crane motion, returning to the exact original elevation and perfectly re-establishing the full operational view of the marble run system; this final shot restores the complete kinetic scene where the carved wooden tracks guide the translucent blue and green glass marbles into the curved catch basin to precisely strike the pivoting wooden hammer and set it into a rhythmic back-and-forth swing under bright natural illumination that emphasizes the smooth finish of the router-cut channels and the subtle wear marks on the impact block, clearly displaying the harmonious interaction between the rolling spheres and the handcrafted wooden mechanism exactly as it appeared before the camera departure while the surrounding slatted background remains softly out of focus."
+        ]
+      }
+    },
+    "original_task_id": "a00238_00133",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00783_00136_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A shirtless man in green shorts runs across a wooden platform and leaps off the edge, falling through the air before splashing heavily into the murky water below.",
+          "The camera initiates a smooth downward tilt, tracking the shirtless man in green shorts as he sprints across the weathered wooden planks of the elevated platform structure.",
+          "The camera maintains the downward tilt, shifting the frame entirely away from the high deck to capture the murky brown water and the large concrete alligator sculpture on the shore.",
+          "The camera begins a steady upward tilt, rising from the chaotic splash zone to reveal the dark, rippling surface of the pond and the nearby floating plywood dock.",
+          "The camera completes the upward tilt, bringing the wooden railing and the tattered black flags back into the frame to re-establish the original launching point of the jump."
+        ]
+      }
+    },
+    "original_task_id": "a00783_00136",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00651_01301_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Turbulent white foam churns and bubbles vigorously across the surface of dark green water, creating a splashing wake that continuously expands and mixes with the surrounding ripples.",
+          "The camera initiates a steady clockwise orbital sweep along the water's edge, and the vigorous churn of turbulent white foam fractures into bubbled clusters across the dark green surface.",
+          "The camera continues its uninterrupted clockwise rotation away from the disturbance, and a calm expanse of undisturbed dark green water marked by faint concentric ripples and scattered sunlight glints fills the frame.",
+          "The camera begins a deliberate counterclockwise orbital trajectory back toward the source, and the trailing edge of the expanding froth merges with fresh bubbles across the darker liquid.",
+          "The camera completes its counterclockwise orbital return to the starting position, and the turbulent white foam vigorously churns and splashes across the dark green water exactly as before."
+        ]
+      }
+    },
+    "original_task_id": "a00651_01301",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00561_00108_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand dangles a crawfish just above the calm water surface until a large fish suddenly lunges upward, snatching the bait in its mouth and creating a violent splash as it thrashes back down.",
+          "The camera initiates a smooth counterclockwise orbital trajectory along the water's edge, gradually shifting its perspective away from the initial strike zone while maintaining a steady horizontal plane; as the lens continues its deliberate rotation, the frame captures the dark glassy surface of the pond reflecting the overhanging green willow branches alongside the lingering concentric ripples that slowly expand outward from where the predatory fish violently thrashed moments before, with faint sunlight glinting off the disturbed droplets suspended in the humid air and the muddy shoreline vegetation gently swaying in the quiet breeze, framing a tranquil natural setting.",
+          "The camera maintains its continuous counterclockwise orbital path, sweeping further along the perimeter to completely abandon the original feeding location while tracking the natural curvature of the embankment; in this fully displaced perspective, the viewer observes a dense thicket of cattails and submerged aquatic weeds dominating the foreground as their rustling leaves catch the dappled sunlight while the calm water stretches toward a weathered wooden dock in the distance, shifting the visual focus entirely to a quiet cove where dragonflies hover above the reeds and smooth river stones line the shallow bank.",
+          "The camera reverses its directional momentum and begins a deliberate clockwise orbital sweep, steadily guiding the viewpoint back toward the central aquatic stage while compensating for the earlier lateral displacement; through the shifting aperture, the frame gradually reintroduces the familiar shoreline contours and the glossy water surface where scattered patches of floating duckweed drift lazily in the gentle current and the damp earth of the bank glistens under the steady afternoon illumination, marking a steady navigational return as distant bird calls echo across the still air and cumulus clouds reflect on the liquid mirror.",
+          "The camera completes its clockwise orbital rotation and locks back onto the original strike zone, perfectly realigning the optical axis to restore the initial compositional framing while stabilizing all lateral drift; within the re-established view, the turbulent water surface continues to settle into expanding rings as the dark silhouette of the submerged predator remains faintly visible beneath the murk and the overhanging willow branches once again drape into the upper frame, documenting the settling aftermath as residual bubbles pop near the muddy bottom and the discarded crawfish shell drifts through the sunlit water."
+        ]
+      }
+    },
+    "original_task_id": "a00561_00108",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00102_01345_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A mesh strainer filters a translucent pink liquid into a dark bowl, with thin streams dripping down to create ripples and clusters of bubbles on the surface of the red juice.",
+          "The camera tracks right to reveal the wooden table surface surrounding the dark bowl, while the mesh strainer remains positioned above the vibrant red liquid as fresh pink streams continue to drip and disturb the glossy surface with expanding bubbles.",
+          "The camera continues tracking right, shifting the frame completely away from the bowl and strainer to focus on the adjacent section of the rustic wooden worktable, where soft natural light highlights the grain of the timber and a blurred glass jar sitting in the background.",
+          "The camera tracks left to begin the return movement, bringing the edge of the dark ceramic bowl back into view while the surrounding wooden surface slides past, suggesting the approach to the juice preparation area where the pink liquid is being collected.",
+          "The camera completes its track left to re-establish the original viewpoint, centering the dark bowl once again as the mesh strainer filters translucent pink streams into the red juice, causing new clusters of bubbles to form and ripple across the shiny surface."
+        ]
+      }
+    },
+    "original_task_id": "a00102_01345",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00503_01377_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person directs a high-pressure water spray from a nozzle along a dirty stone window sill and brick wall, washing away grime and debris as the stream moves back and forth across the surface.",
+          "The camera initiates a steady lateral pan left, smoothly tracking along the exterior brickwork while the high-pressure spray continues its rhythmic sweeping motion across the weathered stone ledge, revealing the stark contrast between the freshly rinsed surface and the accumulated layers of stubborn grime that cling to the lower masonry, with bright afternoon sunlight catching the fine mist as it drifts downward onto the damp soil and tangled green foliage below, highlighting the intricate texture of the wet bricks and the deliberate, methodical progress of the cleaning operation as the nozzle steadily advances toward the shadowed corner of the garden bed, where dense mature climbing vines cast dappled patterns across the dampened wall surface while the operator maintains a firm grip on the heavy hose assembly to ensure consistent water pressure throughout the entire washing sequence without interrupting the smooth visual transition across the residential facade and surrounding landscaping elements.",
+          "The camera continues its uninterrupted lateral pan left, drifting past the original cleaning zone until the window sill and active spray are completely excluded from the frame, showcasing a broader section of the red brick exterior wall that is heavily shaded by overhanging tree branches, where scattered leaves rest against the mortar lines and a narrow drainage channel runs parallel to the foundation, illuminated by filtered daylight that emphasizes the rough texture of the aged masonry and the quiet stillness of this untouched garden corner, far removed from the initial washing activity, while the lens steadily captures the intricate patterns of creeping ivy that climb vertically up the dampened surfaces, highlighting how natural vegetation gradually integrates with the architectural stonework over many seasons of exposure to rainfall, creating a serene botanical tableau that stands in quiet contrast to the maintenance task.",
+          "The camera initiates a deliberate lateral pan right, smoothly retracing its previous path along the brick facade while the frame gradually reveals a cluster of leafy shrubs growing near the base of the wall, where droplets of residual moisture cling to the vibrant green foliage and cast reflections under the bright sun, emphasizing the lush vitality of the garden planting and the boundary between the cultivated vegetation and the structural masonry, as the steady movement begins to pull the viewer back toward the focal point of the cleaning sequence, while the shifting perspective slowly brings the white painted window frame back into view, revealing how the light catches the dampened stone ledge and highlights the clean streaks left by the water, contrasting with the areas awaiting treatment, restoring the familiar composition for the reestablishment of the washing activity.",
+          "The camera completes its steady lateral pan right, smoothly returning to the initial vantage point while the frame fully captures the freshly cleaned stone window sill and surrounding red brick wall once more, showcasing the transformation achieved by the high-pressure spray as water continues to sheet off the masonry, with sunlight gleaming off the wet surface and illuminating the white window frame that stands out against the saturated bricks, while the operator adjusts the nozzle angle to rinse away the last traces of loosened debris, leaving the feature visibly refreshed and free of accumulated grime, as the mist settles onto the garden bed and allows viewers to appreciate the removal of dirt and the polished appearance of the residential facade under the afternoon sky."
+        ]
+      }
+    },
+    "original_task_id": "a00503_01377",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00440_01043_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire rolls over a row of colorful balloons with faces drawn on them, popping them sequentially from right to left and spraying water onto the concrete.",
+          "The camera tilts down from the initial mid-level perspective, shifting the focus toward the ground as the black rubber tire begins to crush the green and blue balloons, highlighting the wet concrete texture and the spray of water escaping the latex.",
+          "The camera continues its downward tilt, completely displacing the original action area from the frame so that the car tire and the row of balloons are no longer visible, leaving only the stained, damp pavement and scattered water droplets in view.",
+          "The camera begins to tilt upward, initiating the return motion as the frame starts to recapture the lower section of the scene, bringing the wet sheen on the concrete and the deflated remnants of the pink balloon back into the bottom of the shot.",
+          "The camera completes the upward tilt to re-establish the original viewpoint, clearly displaying the entire row of popped balloons with their distorted emoji faces lying flat on the wet ground alongside the silver car wheel and tire."
+        ]
+      }
+    },
+    "original_task_id": "a00440_01043",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00705_00059_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Popcorn pieces fall into a black pan containing yellow liquid eggs, accumulating on the surface, before a wooden spatula stirs the mixture, blending the white popcorn into the cooking eggs.",
+          "The camera tracks left, sliding the view along the rim of the black pan to reveal the textured inner surface and the wooden spatula tip, while the yellow egg mixture and floating popcorn kernels drift out of the frame toward the right.",
+          "The camera continues its leftward pan, fully displacing the cooking area to focus on the dark stovetop grates and the matte exterior curve of the skillet handle, leaving the bubbling contents completely out of sight in the shadowed background.",
+          "The camera tracks right, reversing direction to sweep back across the dark metallic burner and the skillet's handle, gradually restoring the view of the pan's edge as the lighting catches the sheen of the cookware material.",
+          "The camera finishes its rightward movement to re-establish the center frame on the black pan, showing the wooden spatula mixing the white popcorn into the yellow eggs, with the sizzling liquid and popped kernels clearly visible in their final cooking state."
+        ]
+      }
+    },
+    "original_task_id": "a00705_00059",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00787_00007_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blue balloon drops onto a stone floor and bounces, rebounding upwards and falling back down multiple times in a rhythmic motion.",
+          "The camera initiates a steady pan right along the textured floorboards, smoothly tracking past the chipped edges and faded varnish; the frame now captures a neglected storage corner where a row of rusted metal shelves stands against a damp concrete wall, holding fractured glass jars and tangled ropes that catch the ambient glow of a flickering overhead bulb suspended from a blackened ceiling beam, while a stack of mildewed wooden crates marked with faded shipping labels rests near a narrow window sealed with grime that allows only a thin ribbon of grey afternoon light to slice across the accumulated layers of dirt and scattered cobwebs clinging to the rough brickwork, casting deep amber shadows that slowly migrate across the cracked plaster as the mechanical whir of the lens housing underscores the quiet transition away from the central impact zone entirely.",
+          "The camera continues its deliberate pan right across the dimly lit expanse, smoothly gliding past the weathered support pillars and scattered equipment; the view now reveals a completely different section of the warehouse where heavy canvas tarps drape over unidentifiable machinery, illuminated by the harsh glare of a single industrial work lamp mounted on a rolling cart, while the cold stone flooring gives way to compacted earth and scattered gravel that stretches toward a reinforced steel door marked with peeling hazard warnings, ensuring that the initial bouncing zone has disappeared from the frame as the lens sweeps past empty shelving units coated in thick grey dust and a collapsed cardboard box resting near a drainage grate that echoes with the drip of condensation from a leaking overhead pipe, casting elongated silhouettes against the damp masonry walls while the stale air carries the scent of oxidized metal and aged timber throughout the deserted corridor.",
+          "The camera reverses its trajectory with a controlled pan left across the shadowed corridor, steadily retracing its path past the damp masonry walls and oxidized fixtures; the composition now brings the familiar warehouse interior back into view, where the scattered gravel and compacted earth gradually transition back into the original weathered stone tiles, illuminated by the soft ambient glow of distant skylights filtering through accumulated grime, while the heavy canvas tarps and industrial cart slowly slide toward the right edge of the frame, reorienting the viewer toward the central open space where the rhythmic activity originally unfolded, accompanied by the hum of settling infrastructure and the faint rustle of loose papers shifting across the surface as the lens realigns with the primary focal point of the abandoned room, casting diagonal shadows that stretch across the chipped plaster and fractured floorboards while the cool evening breeze drifts through the ventilation shafts, stirring the atmosphere.",
+          "The camera completes its return pan left across the expansive floor, smoothly centering the frame on the familiar stone tiling to fully restore the initial vantage point; the shot now displays the blue balloon continuing its rhythmic bouncing motion against the worn wooden planks, illuminated by the wash of cool artificial lighting that highlights the scuffed surfaces and scattered dust, while the surrounding warehouse architecture remains static in the background, confirming that the primary subject has remained in place throughout the cinematic excursion, with the soft rubber impacts echoing against the cold masonry walls as the lens finally locks onto the repeating vertical trajectory, capturing the deformation of the inflated sphere upon each descent and the sway of its knotted neck against the dimly lit ground, casting elastic shadows that ripple across the cracked grout lines while the temperature drops slightly near the exposed brick columns, grounding the scene in tangible realism."
+        ]
+      }
+    },
+    "original_task_id": "a00787_00007",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00447_00579_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A decorated car tire rolls forward over a line of colorful water balloons, sequentially bursting them and spraying water onto the red surface covered in confetti.",
+          "The camera executes a smooth clockwise orbit that steadily pivots around the entire festive arrangement, and the frame reveals how the polished silver alloy wheel embellished with a continuous band of golden rhinestones and cheerful emoji decals gradually advances over the initial yellow and pink water balloons while the untouched green, blue, and magenta spheres still rest in a neat row beneath the heavy black rubber tread, their stretched latex surfaces gleaming under the bright overhead lighting as early sprays of clear liquid erupt and scatter across the deeply textured crimson carpet that is thoroughly littered with iridescent confetti strips and scattered glass beads.",
+          "The camera continues its deliberate clockwise rotation that fully shifts the viewing angle away from the central zone, and the frame displays only the empty expanse of the deep red felt surface stretching toward the periphery where scattered metallic confetti fragments and stray glass beads catch the ambient light while the tire, the wheel decorations, and the entire lineup of water balloons have completely vanished from the composition, leaving behind a quiet stretch of crimson material dotted with abandoned streamers and dried water droplets that glisten faintly under the consistent overhead illumination.",
+          "The camera initiates a controlled counterclockwise orbit that steadily reverses the previous trajectory, and the frame captures the textured crimson carpet gradually sliding back into view as scattered confetti strips and glass beads drift across the lower edge of the composition while the surrounding environment slowly transitions from the empty periphery toward the central staging area, revealing fresh patches of iridescent paper shreds and tiny water droplets that reflect the bright overhead lighting as the lens begins its deliberate arc back toward the original focal point.",
+          "The camera completes its counterclockwise sweep that firmly re-establishes the initial viewpoint, and the frame clearly shows the decorated car tire resting past the flattened remnants of the yellow, pink, green, blue, magenta, and red water balloons while splashes of water thoroughly soak the crimson carpet and scattered confetti pieces cling to the wet rubber tread under the bright overhead lighting, with the rhinestone-trimmed wheel and emoji stickers now stationary amid the colorful debris that marks the final aftermath of the sequential bursting sequence."
+        ]
+      }
+    },
+    "original_task_id": "a00447_00579",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00327_00223_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire rolls forward, sequentially crushing a row of colorful balloons lined up underneath the vehicle, causing them to burst and splash water across the pavement.",
+          "The camera tilts downward, shifting the focus from the side of the vehicle to the ground level, clearly framing the row of colorful balloons, specifically the blue and light blue ones, resting on the wet paving stones near the car's rear tire.",
+          "The camera continues its downward tilt, pushing the view further down until the car and the entire line of balloons slide out of the frame, leaving only the textured beige tiles and a patch of green vegetation at the driveway's edge in sight.",
+          "The camera begins to tilt upward, reversing the previous motion to slowly bring the lower section of the car back into the frame, revealing the wet sheen on the pavement where water has started to accumulate.",
+          "The camera completes the upward tilt to re-establish the original viewpoint, clearly showing the aftermath with the car tire now positioned over the popped remnants of the orange, red, and purple balloons scattered across the wet ground."
+        ]
+      }
+    },
+    "original_task_id": "a00327_00223",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_01823_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire slowly rolls forward over a row of four colorful bottles filled with liquid, crushing them sequentially and causing the plastic containers to rupture and spill their vibrant contents onto the asphalt.",
+          "The camera executes a slow downward tilt, carefully adjusting its vertical axis to shift the perspective closer to the ground while maintaining a steady visual focus; as this motion unfolds, the frame clearly reveals the four brightly colored plastic bottles arranged in a neat row on the coarse gray asphalt, their translucent red, yellow, green, and blue bodies reflecting the overcast sky while a heavy automotive tire rests just behind them, ready to roll forward and crush the liquid-filled containers as a steady hand makes final positioning adjustments.",
+          "The camera continues its uninterrupted downward tilt, maintaining the exact same angular velocity established previously while deliberately pushing the central subject matter toward the upper edge of the frame until it completely disappears; as this displacement progresses, the viewer is presented with an isolated close-up of the rough, granular road surface that now fills the entire view, showcasing tiny embedded stones and faint weathering marks on the dark wet pavement while the crushed bottles and the vehicle tire remain entirely out of sight, emphasizing the stark urban texture beneath the experiment.",
+          "The camera begins a measured upward tilt, smoothly reversing the previous downward trajectory while gradually restoring the original horizontal alignment that was lost during the departure sequence; as the viewing angle ascends, composition slowly brings the aftermath of the crushing event back into sharp, clear sight, displaying the flattened plastic casings and the heavy car tire now resting atop a spreading mixture of vibrant liquid that has pooled across dry, cracked ground, while the withdrawn hand is no longer present in the frame.",
+          "The camera completes its steady upward tilt, finalizing the return movement and locking into the precise initial framing to perfectly re-establish the original action area within the center of the shot; as the perspective stabilizes, the entire scene of the destroyed containers is once again fully visible, showcasing the ruptured red, yellow, green, and blue bottles scattered across the damp asphalt with their colorful contents completely spilled and mixed into a glossy puddle that clings to the tread of the stationary tire under natural light."
+        ]
+      }
+    },
+    "original_task_id": "a00563_01823",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00676_01135_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A brown-haired doll sits on a blue swing seat, swinging back and forth in a rhythmic arc. The metal chains sway as the doll oscillates toward and away from the camera.",
+          "The camera initiates a smooth counterclockwise orbit around the playground equipment, shifting the perspective to the right side of the swing set while keeping the brown-haired doll in view as it sits securely on the blue plastic seat, with the rusty metal chains swaying gently against the backdrop of the pink horizontal support bar and the expansive gray gravel surface that covers the ground.",
+          "The camera continues its counterclockwise trajectory, panning further left until the swing set and the oscillating doll slide completely out of the frame to the right, leaving the viewer looking solely at the surrounding park environment which features a weathered wooden fence running along the perimeter, patches of dormant brown grass, and a few scattered fallen red leaves resting on the paved pathway nearby.",
+          "The camera reverses its path and begins a steady clockwise orbit to return to the initial position, sweeping back across the park scenery until the pink vertical support poles of the swing set re-enter the frame from the left, accompanied by the dark, textured rubber safety mats that lie directly beneath the swinging area, grounding the scene in the playground setting.",
+          "The camera completes the clockwise return movement and settles back into the original frontal viewpoint, re-establishing the scene where the brown-haired doll is clearly visible sitting upright on the blue swing seat, dressed in a white shirt with blue stars and a yellow bib, as the swing moves rhythmically back and forth over the black rubber matting, mirroring the initial action perfectly."
+        ]
+      }
+    },
+    "original_task_id": "a00676_01135",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00670_00049_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black bucket swing sways back and forth suspended by chains, casting a distinct, oscillating shadow on the bright green playground surface below.",
+          "The camera begins a steady counterclockwise orbit around the support frame, capturing the black rubber bucket seat as it arcs through the air while its metal chains catch the bright afternoon sunlight.",
+          "The camera continues its counterclockwise orbit away from the central fixture, revealing a sun-dappled stretch of artificial turf bordered by a weathered wooden fence and scattered dry leaves while the original swing area completely disappears from view.",
+          "The camera initiates a clockwise orbit to start the return path, sweeping across the textured green safety surfacing and bringing the curved metal edge of a nearby climbing structure into view.",
+          "The camera completes its clockwise orbit to restore the initial viewpoint, clearly framing the empty black bucket swing as it continues its gentle pendulum motion and casts a sharp oscillating shadow across the vibrant green ground cover."
+        ]
+      }
+    },
+    "original_task_id": "a00670_00049",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00670_00871_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person swings a long wooden staff, striking the side of a shiny metal helmet that is resting on a block of yellow foam atop a wooden post.",
+          "The camera cranes upward along a steady vertical path, revealing the polished steel helmet, its darkened leather brow band, and the block of pale yellow foam resting securely on the weathered wooden post while the swinging staff slips out of the lower frame.",
+          "The camera continues its uninterrupted crane upward, displaying only the dense canopy of green oak leaves, dappled sunlight filtering through the upper foliage, and the blurred silhouette of a distant fence rail against an overcast sky.",
+          "The camera initiates a smooth crane downward, showcasing the mossy bark of a nearby birch trunk, tangled ivy creeping along the wooden fence line, and the upper corner of the target post as the perspective shifts back toward the impact zone.",
+          "The camera completes its controlled crane downward, presenting the slightly tilted silver helmet resting on the compressed yellow foam, the dangling chainmail skirt catching the ambient daylight, and the wooden staff held steady beside the sturdy post."
+        ]
+      }
+    },
+    "original_task_id": "a00670_00871",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00679_00874_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A red toy fire truck is towed out of a dirt ditch by ropes connected to two other vehicles, flipping and rotating onto its wheels as it is pulled up the sandy incline.",
+          "The camera initiates a steady clockwise orbit around the scene, tracking the dynamic interaction between the vehicles. The frame highlights the red and white fire truck trapped upside down in the sandy ditch, connected by thin ropes to the black jeep and blue ATV positioned on the higher ground.",
+          "The camera continues its clockwise trajectory, sweeping past the rescue site to explore the perimeter of the diorama. The original ditch disappears from view entirely, replaced by a detailed shot of the large, textured beige rocks and small green plastic plants that border the upper section of the sandy terrain.",
+          "The camera shifts its motion to a counterclockwise orbit, beginning the return journey toward the central action. Visible in the frame are the rear tires of the black jeep and the blue quad bike digging into the sand, with the tow ropes extending downward toward the area where the fire truck was previously stuck.",
+          "The camera completes its counterclockwise rotation, re-centering on the ditch to show the resolution of the event. The red fire truck is now fully visible again, successfully pulled from the hole and rotated onto its four wheels, resting upright on the incline with the \"FIRE\" decal clearly legible on its side."
+        ]
+      }
+    },
+    "original_task_id": "a00679_00874",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00608_00021_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person pours a thick, steady stream of white liquid from a large plastic container into a stainless steel mixing bowl positioned beneath a yellow industrial mixer arm.",
+          "The camera initiates a deliberate and steady downward tilt that gradually shifts the optical axis away from the upper workstation while maintaining a smooth mechanical descent across the brown tiled floor, and as the lens continues its controlled pivot, the frame clearly displays the thick steady cascade of white liquid continuing its uninterrupted journey from the large translucent plastic container gripped firmly by a pair of hands into the wide stainless steel mixing bowl, while the heavy yellow mechanical mixer arm remains suspended just above the turbulent surface, catching the cool ambient overhead lighting that sharply reflects off the curved metallic rim and the rapidly expanding frothy pool accumulating at the bottom of the vessel which glistens under the consistent artificial illumination and highlights the viscous texture of the dairy product as it merges with the existing contents.",
+          "The camera persists in its uninterrupted and increasingly steep downward tilt that drives the field of view completely past the pouring zone and the suspended mixing apparatus until the original workspace vanishes entirely from the frame, and once the downward rotation concludes its full arc, the shot exclusively reveals the dark brown ceramic tiled flooring scattered with damp cardboard protective mats, the sturdy painted base of a bright yellow chemical storage drum, and the textured metallic diamond-plate access ramp leading toward the floor drainage channel, all illuminated by the harsh overhead fluorescent fixtures that cast long stark shadows across the sterile industrial kitchen environment and highlight the accumulated moisture pooling near the heavy equipment support legs which creates a stark contrast against the pale grout lines and emphasizes the utilitarian nature of the food processing facility beneath the main workstation.",
+          "The camera initiates a smooth and highly controlled upward tilt that deliberately reverses the previous vertical displacement and gradually elevates the viewing angle away from the lower floor-level details toward the mid-section of the active processing area, and as the lens ascends along its predetermined mechanical arc, the frame begins to capture the polished stainless steel support legs of the heavy mixing station, the curved edge of a white flexible rubber hose coiled neatly against the pale green industrial wall paneling, and the highly reflective metallic surface of the equipment mounting platform, all bathed in the consistent artificial overhead lighting that steadily starts to reveal the familiar structural contours and operational zones of the food production workspace once again which gradually brings the surrounding machinery and storage shelves back into peripheral focus as the perspective climbs toward the central work zone.",
+          "The camera completes its steady and highly continuous upward tilt that precisely returns the optical axis to the original framing height and smoothly brings the primary processing zone back into clear centered focus within the industrial setting, and as the view finally stabilizes at its intended position, the scene once again fully displays the thick unbroken stream of white liquid steadily flowing from the large translucent plastic container into the wide stainless steel mixing bowl, the prominent yellow industrial mixer arm hovering directly overhead with its heavy black mounting bracket clearly visible, and the rapidly expanding frothy mixture accumulating inside the polished vessel, all sharply defined under the bright overhead workstation lighting that thoroughly illuminates the ongoing culinary production activity and restores the complete visual context of the initial pouring sequence which perfectly captures the viscous fluid dynamics and the precise alignment of the pouring operation as the manufacturing process continues without interruption."
+        ]
+      }
+    },
+    "original_task_id": "a00608_00021",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00651_00392_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Turbulent ocean waves crash forcefully over dark rocks, churning the water into thick white foam and spray as the sea surges, swirls, and rolls continuously.",
+          "The camera initiates a steady tracking movement to the right, gliding laterally along the rugged coastline where jagged, sun-drenched dark rocks jut out from the churning sea. As the lens pans across the scene, the frame captures the violent collision of heavy swells against the stone, revealing thick layers of aerated white foam that swirl and boil around the submerged crevices. The motion follows the natural flow of the water, emphasizing the texture of the wet, black basalt slick with seawater and the chaotic patterns of the spray illuminated by the bright daylight. This lateral shift gradually moves the perspective away from the initial impact zone, showcasing the relentless energy of the ocean as it surges forward, while the intricate details of the frothing currents and the sharp, angular edges of the rock formation remain sharply in focus, creating a dynamic sense of continuous lateral displacement.",
+          "The camera continues its unwavering trajectory to the right, carrying the viewer completely away from the original crash site until the familiar dark rocks and primary surge zone vanish from sight. Now fully displaced, the frame is filled with a fresh expanse of turbulent water, where the ocean swells roll over a different section of submerged, moss-covered stones that glisten under the shifting sunlight. The view is dominated by the chaotic dance of thick, rolling white foam that spreads across the surface, obscuring the deeper currents below as the water churns with relentless intensity. This new vantage point highlights the endless repetition of the sea's power, capturing the mesmerizing swirl of aerated bubbles and the rhythmic undulation of the waves as they crash over unseen obstacles, presenting a scene of pure, unadulterated oceanic motion that shares the same ferocity but exists in a distinctly separate location along the shore.",
+          "The camera reverses its direction with a smooth tracking motion to the left, beginning the return journey as the frame starts to sweep back across the frothing surface of the ocean. As the lens glides leftward, the view transitions from the displaced zone of rolling swells back toward the area of high turbulence, revealing the glistening edges of wet rock emerging from the thick, churning white foam. The movement retraces the lateral path, bringing into focus the intricate textures of the water as it boils and crashes, with sunlight catching the spray that erupts from the hidden collisions beneath the surface. This return motion re-introduces the viewer to the escalating energy of the surf, capturing the dynamic swirl of the currents and the sharp contrast between the deep, translucent blue water and the bright, aerated mass that surges forward, signaling the approach of the original dramatic scene where the waves forcefully attack the dark stone.",
+          "The camera completes its return with a final tracking movement to the left, settling back into the original viewpoint to clearly re-establish the dramatic scene where turbulent ocean waves crash forcefully over the jagged dark rocks. The frame is once again filled with the powerful surge of the sea, showcasing the relentless churning of thick white foam that engulfs the submerged stone formations and swirls in chaotic patterns around the crevices. The main action is fully visible, with the heavy swells rolling in and shattering against the unyielding barrier, sending plumes of spray into the air while the water boils and froths with intense energy. This re-established perspective captures the continuous cycle of the ocean's assault on the coast, highlighting the wet, glistening surface of the rocks and the vibrant interplay of light on the aerated water, bringing the viewer back to the heart of the turbulent interaction between the surging sea and the solid earth."
+        ]
+      }
+    },
+    "original_task_id": "a00651_00392",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00607_01039_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person swings a hatchet down, striking the top of a vertical piece of split wood on a stump, then places a round log beside it.",
+          "The camera arcs clockwise while steadily shifting its lateral position outward, gradually altering the parallax perspective across the sun-dappled clearing to establish a broader environmental context. This deliberate rotational movement brings the weathered chopping block into clearer relief, revealing the rough bark texture of the upright split timber, the scattered pale wood shavings across the dark stump surface, the curved metal handle of the embedded hatchet resting beside a small patch of bright green foliage, and the blurred outline of a panting dog at the frame’s right edge, all illuminated by soft overhead canopy light that casts long, shifting shadows across the dry soil and scattered pine needles while emphasizing the gritty, earthy tones of the outdoor workshop, where the warm afternoon glow enhances the natural contrast between the pale inner wood and the shadowed ground, creating a visually cohesive transition into the surrounding woodland.",
+          "The camera continues arcing clockwise while maintaining its outward lateral drift, completing the paired departure sequence by fully rotating past the central workspace to survey the surrounding terrain. This sustained rotational sweep leaves the chopping block and timber completely out of frame, instead capturing a quiet stretch of the forest floor dominated by a stack of weathered gray planks, tangled dry roots, and a fallen birch branch resting against a mossy stone, all bathed in the same diffused afternoon sunlight that filters through the dense canopy above and highlights the subtle variations in soil moisture, decaying leaf litter, and the soft green moss clinging to nearby tree bases while emphasizing the tranquil, undisturbed atmosphere of the woodland periphery, where gentle breezes occasionally rustle the underbrush and cast fleeting shadows across the uneven ground.",
+          "The camera arcs counterclockwise while steadily reversing its outward trajectory, initiating the paired return movement by sweeping back toward the central clearing. This corrective rotational path gradually brings the edge of the work zone back into view, revealing scattered fragments of light-colored bark, the worn leather handle of a nearby tool, and the gradual transition from the damp forest soil to the disturbed earth around the stump, all under the consistent natural lighting that maintains visual continuity across the shifting perspective while slowly reintroducing the familiar textures of the outdoor crafting area, including the faint impressions of boot prints, the glint of metal debris half-buried in the dirt, and the soft rustle of leaves stirred by the returning lens, which carefully tracks the subtle changes in ground elevation and the gradual reappearance of the central work zone.",
+          "The camera continues arcing counterclockwise while stabilizing its lateral position, fully re-establishing the original viewpoint to frame the completed chopping sequence. This final rotational adjustment centers the weathered stump once more, clearly displaying the freshly split vertical timber, the heavy hatchet still embedded in the wood, the newly placed round log resting snugly beside it, and the patient dog watching from the right, all captured under the same steady daylight that highlights the clean cut surfaces, scattered wood chips, and the rich grain patterns of the freshly exposed inner wood against the dark, textured bark, while reinforcing the grounded, hands-on atmosphere of the outdoor woodworking task through sharp focus and balanced natural illumination, which perfectly renders the final arrangement of tools and timber in a stable, centered composition."
+        ]
+      }
+    },
+    "original_task_id": "a00607_01039",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00386_00350_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hammer repeatedly strikes a small, curved piece of copper metal held against the edge of a steel anvil, delivering forceful blows to shape the material.",
+          "The camera initiates a deliberate counterclockwise arc that smoothly rotates the viewpoint away from the central hammering action, tracking a wide circular trajectory around the massive steel anvil while the artisan’s soot-stained hand maintains a firm grip on the delicate copper strip against the hardened metal surface; this continuous pivoting motion steadily expands the visual field to encompass the surrounding workspace, clearly displaying a heavily marked wooden benchtop covered in fine metallic dust, several lengths of raw copper tubing arranged in loose spirals, a collection of weathered measuring calipers resting beside a rolled blueprint, and the soft, directional wash of a single workshop lamp that paints stark, moving shadows across the worn leather apron, scattered pliers, and various metalworking tools resting in quiet disarray throughout the dimly lit room.",
+          "The camera maintains its steady counterclockwise rotation, carrying the viewpoint further along the circular path until the anvil, hammer, and copper fragment entirely vanish beyond the left edge of the frame; this displaced perspective now captures a quiet storage alcove illuminated by the pale, diffused light of a high factory window, clearly showing a row of rusted metal lockers, a heavy bench vise bolted to a splintered worktable, shelves lined with glass jars containing sorted screws and rivets, and the faint shimmer of airborne dust motes drifting through the cool air above stacked wooden crates and folded canvas tarps, emphasizing the stark contrast between the active forging zone and this dormant section of the facility.",
+          "The camera begins a controlled clockwise arc that reverses the previous trajectory, sweeping back toward the center of the room while the workshop’s ambient lighting shifts subtly across the frame; this returning motion gradually reintroduces the periphery of the active workspace, bringing into view the edge of the oil-stained workbench, a cluster of hardened steel punches laid out in precise order, a worn grinding wheel mounted on the wall, and the warm glow of the pendant lamp that begins to illuminate the craftsman’s forearms as they re-enter the composition from the right side, signaling the imminent return to the primary metalworking station where the rhythmic shaping process is about to resume.",
+          "The camera completes its smooth clockwise return, stabilizing the viewpoint directly over the steel anvil while the original striking zone comes fully back into focus; this re-established perspective clearly frames the craftsman’s steady hands guiding the now-flattened copper piece, the heavy ball-peen hammer poised mid-swing, the bright metallic sheen of the shaped material catching the overhead light, and the scattered copper shavings resting against the dark iron surface, effectively restoring the initial composition and highlighting the precise deformation achieved through the repeated forceful impacts, while the consistent ambient hum of the workshop underscores the meticulous craftsmanship on display."
+        ]
+      }
+    },
+    "original_task_id": "a00386_00350",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00786_00064_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A pool player hits the white cue ball, driving it into the black eight-ball. The force sends the eight-ball rolling into the top-left corner pocket while the cue ball deflects toward the bottom rail.",
+          "The camera initiates a steady counterclockwise orbital trajectory above the rectangular playing surface, gradually pivoting the viewpoint along the perimeter rails, while the vibrant blue baize, the scattered assortment of numbered spheres, the player’s gloved hand stabilizing the tapered cue stick, and the crisp white projectile all remain prominently centered in the frame as the impending strike begins to unfold, with the overhead illumination casting soft shadows across the slate bed and highlighting the polished metal corner pockets that await the incoming trajectory, ensuring that every geometric alignment and surface texture stays sharply in focus throughout the lateral sweep, while the surrounding acoustic panels and dark flooring provide a neutral backdrop that keeps visual attention locked on the impending collision, additionally, the subtle reflections on the phenolic resin balls catch the ambient light, creating a dynamic visual rhythm that complements the deliberate pacing of the orbital movement.",
+          "The camera continues its uninterrupted counterclockwise orbital path, sweeping further along the outer boundary, while the central playing zone steadily drifts out of sight, leaving only the peripheral environment in frame, where the heavy carpeted flooring, the reinforced wooden table legs, the adjacent wall-mounted scoreboard, and the diffused ceiling fixtures dominate the composition as the original strike location completely disappears from view, with the shifting perspective emphasizing the structural framework and room architecture rather than the game itself, ensuring that the blue felt and scattered spheres are entirely excluded from the final framing, concurrently, the ambient lighting casts long geometric shadows across the neutral-toned walls, reinforcing the spatial depth of the venue while the mechanical hum of distant ventilation systems subtly underscores the quiet atmosphere of the recreational space, this deliberate displacement isolates the surrounding infrastructure, allowing the viewer to appreciate the venue’s design elements before the perspective inevitably circles back.",
+          "The camera reverses its trajectory to execute a smooth clockwise orbital return, gradually steering the viewpoint back toward the interior zone, while the peripheral architecture slowly recedes, bringing the reinforced table edges, the textured floor mats, the illuminated exit signage, and the suspended lighting array back into transitional focus as the motion steadily realigns with the original playing field, with the rotational shift carefully bridging the gap between the displaced surroundings and the central action area, ensuring that the visual rhythm remains consistent and purposeful throughout the navigational adjustment, while the polished metallic trim along the cushion rails catches the returning light to create subtle gleams that guide the eye inward, establishing a seamless visual pathway that anticipates the forthcoming restoration of the primary scene, all within a single continuous sweep that honors the established spatial geometry and prepares the frame for the imminent return to the central focal point.",
+          "The camera completes its clockwise orbital arc, settling back into the original overhead alignment, while the blue felt, the scattered colored spheres, the player’s retreated stance, and the final resting positions of the white projectile near the bottom rail and the black eight-ball securely nestled within the top-left corner pocket all return to full visibility, effectively restoring the initial compositional balance, with the steady rotational closure bringing every geometric element back into precise registration, ensuring that the post-strike arrangement remains sharply defined under the consistent overhead illumination, while the surrounding frame edges stabilize to match the opening perspective, thereby delivering a coherent visual bookend that captures the resolved state of the table and final trajectory results, furthermore, the crisp contrast between the vibrant baize and the matte finish of the resin balls highlights the successful execution of the shot, providing a clear assessment of the final layout within the recentered view."
+        ]
+      }
+    },
+    "original_task_id": "a00786_00064",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00648_00373_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A beat-up white pickup truck rams into the side of a damaged SUV, forcefully pushing it backward into a dirt embankment while kicking up a large cloud of dust.",
+          "The camera tracks left along the arena perimeter, and the frame captures the outer boundary where red safety netting separates the spectator crowd from the active crash zone.",
+          "The camera continues tracking left past the white canopy tents, and the view completely excludes the initial collision site as it settles on the distant green tree line.",
+          "The camera begins tracking right across the barren dirt runoff, and the shot sweeps over scattered tire marks that guide the perspective back toward the main competition grounds.",
+          "The camera finishes tracking right to re-center the viewpoint, and the scene clearly displays the battered white pickup truck and crushed SUV resting against the steep dirt embankment."
+        ]
+      }
+    },
+    "original_task_id": "a00648_00373",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00479_00309_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A pool cue strikes the white cue ball, causing it to roll forward and collide with the yellow number one ball, pushing it toward the corner pocket.",
+          "The camera initiates a deliberate clockwise arc, smoothly rotating the viewpoint to the right while maintaining a clear focus on the vibrant blue felt of the pool table, capturing the dynamic interaction as the white cue ball strikes the yellow number one ball, with the surrounding environment including the dark wooden rails and the industrial diamond-plate wall texture coming into sharper relief as the perspective shifts away from the initial head-on angle, allowing the viewer to appreciate the spatial relationship between the stationary orange balls and the moving target as the lighting glints off their polished surfaces.",
+          "The camera continues its steady clockwise rotation, moving further along the perimeter of the table until the primary action area containing the scattering billiard balls and the corner pocket completely exits the frame, resulting in a view dominated by the empty stretch of the blue baize and the metallic sheen of the wall paneling, effectively isolating the scene from the gameplay moment as the lens settles on the peripheral details of the room, where the consistent overhead lighting reveals the subtle texture of the table cloth and the sturdy construction of the rail system.",
+          "The camera executes a return motion by initiating a counterclockwise arc, sweeping the lens back towards the left to gradually reintroduce the gaming surface, where the scattered arrangement of the orange and blue balls begins to reappear within the field of view, accompanied by the re-emergence of the table's corner structure and the ambient lighting reflecting off the smooth, polished surface of the cushions, signaling a transition back towards the central area of interest as the visual narrative prepares to resolve the sequence of the shot.",
+          "The camera completes the counterclockwise trajectory, restoring the original high-angle perspective that clearly displays the aftermath of the shot, with the white cue ball resting near the blue two ball and the yellow number one ball successfully lodged in the corner pocket, thereby re-establishing the complete visual context of the pool game with the black-gloved hand and cue stick visible in the foreground against the backdrop of the patterned wall, confirming the successful execution of the play and the final resting positions of the equipment."
+        ]
+      }
+    },
+    "original_task_id": "a00479_00309",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00637_00239_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Players jump and dive across a grid of blue trampolines during a dodgeball game, throwing red balls at opponents while dodging incoming throws by flattening their bodies.",
+          "The camera steadily cranes down from its elevated mount, and the expansive grid of blue trampoline squares bordered by thick orange safety padding fills the frame as the athletes prepare to launch.",
+          "The camera continues to crane down toward the facility floor, and only the dark rubberized maintenance corridors and heavy-duty safety netting at the perimeter remain visible while the central playing court vanishes completely.",
+          "The camera begins to crane up from the lower position, and the industrial floor markings along with the spectator barriers slide out of view as the competition zone gradually returns to sight.",
+          "The camera completes its crane up to the original height, and the full overhead perspective of the dodgeball game reappears where competitors in black numbered jerseys dive across the blue mats to intercept the flying red balls."
+        ]
+      }
+    },
+    "original_task_id": "a00637_00239",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00403_01560_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Four soda bottles lined up on a wooden table suddenly burst open in a rapid chain reaction, spraying dark liquid and debris violently into the air and knocking the containers off the surface.",
+          "The camera begins a slow, mechanical crane down movement along the vertical axis, steadily lowering its elevated vantage point while maintaining a rigid horizontal orientation, precise stabilization, and consistent focal parameters to gradually shift the compositional perspective without introducing any lateral drift or rotational adjustment. As the optical apparatus continues its deliberate descent, the frame clearly displays the weathered wooden table situated against a dense wall of vibrant green forest foliage, with four unopened cola bottles standing upright on a surface marked by chipped red and blue paint, their reflective plastic labels catching the diffused daylight while scattered cylindrical debris rests quietly on the rough timber planks, all illuminated by the soft outdoor lighting that highlights the natural textures of the grassy clearing.",
+          "The camera continues its steady crane down movement along the vertical axis, further lowering its perspective while preserving the established horizontal alignment, precise stabilization, and consistent focal parameters to complete the outward departure sequence without deviating from the prescribed downward trajectory. As the optical sensor reaches its lowest position, the frame exclusively captures the damp earth and tangled root systems at the base of the weathered wooden retaining wall, with patches of vibrant green grass, scattered dry leaves, and small weathered stones filling the composition, completely excluding the table and soda bottles from view while emphasizing the natural ground cover and rich soil textures under the same diffused daylight conditions that softly illuminate the quiet forest floor and surrounding vegetation.",
+          "The camera initiates a smooth, controlled crane up movement along the vertical axis, steadily raising its perspective while maintaining the rigid horizontal orientation, precise stabilization, and consistent focal length to begin the paired return sequence without introducing any lateral drift or rotational adjustment. As the optical apparatus ascends along the established trajectory, the frame gradually reveals the lower section of the grassy clearing, with tangled roots, scattered dry leaves, and small weathered stones coming into view alongside the base of the thick wooden retaining wall, all bathed in the same soft daylight that highlights the natural textures of the damp earth before the main table structure begins to reenter the composition from the bottom edge of the frame.",
+          "The camera continues its steady crane up movement along the vertical axis, steadily raising its perspective while preserving the established horizontal alignment, precise stabilization, and consistent focal parameters to complete the return sequence and fully restore the initial elevated viewpoint without deviating from the prescribed upward path. As the optical sensor reaches its original position, the frame clearly displays the chaotic aftermath on the weathered wooden table, with the four cola bottles now lying horizontally amid scattered debris and residual liquid stains, their glossy labels still visible against the chipped red and blue paint while thin wisps of smoke gently dissipate into the surrounding air under the consistent outdoor illumination that reveals every detail of the exploded scene across the timber surface and adjacent ground."
+        ]
+      }
+    },
+    "original_task_id": "a00403_01560",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_00945_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A small firework box on the ground emits a continuous vertical fountain of bright white sparks and smoke, shooting upwards into the dark night sky.",
+          "The camera pans steadily to the left, shifting the perspective away from the central light source to reveal the dark, reddish gravel of the ground stretching into the shadows.",
+          "The camera continues the leftward pan, leaving the sparking device entirely out of frame to show only the empty, textured earth and the deep blackness of the night sky.",
+          "The camera begins to pan back to the right, sweeping across the dark terrain to capture the drifting white smoke that lingers in the air near the edge of the illuminated area.",
+          "The camera finishes panning to the right, returning to the original position to clearly show the small firework box still erupting with a fountain of bright white sparks and smoke."
+        ]
+      }
+    },
+    "original_task_id": "a00843_00945",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_00880_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A sudden, violent explosion detonates against the side of a stationary metal structure, unleashing a rapidly expanding fireball and a dense cloud of black smoke that surges upward and outward.",
+          "The camera begins a steady crane up motion, rising gradually above the dirt mound, and the frame captures the violent detonation against the angular metal plates, a rapidly expanding orange fireball, and dense black smoke surging across the dry grassland.",
+          "The camera continues its upward crane trajectory, lifting higher until the blast zone completely disappears, and the view reveals only a pale overcast sky and a distant row of bare trees swaying above the barren testing range.",
+          "The camera initiates a controlled crane down movement, descending back toward the landscape, and the lens focuses on the upper layers of the rising smoke column, scattered metallic fragments, and lingering gray haze drifting over the flattened vegetation.",
+          "The camera completes its downward crane path, lowering precisely onto the original coordinates, and the shot re-establishes the heavily damaged metal structure, smoldering soil, residual flames, and the ongoing billow of black smoke."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00880",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00233_00238_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A steady stream of white flour and granulated sugar pours from a tilted metal bowl, cascading down into the basin of a larger stainless steel mixing bowl.",
+          "The camera arcs counterclockwise, sweeping past the reflective curve of the large stainless steel mixing bowl to highlight the gloved hand adjusting the angle of the smaller metal vessel, capturing the moment the mound of fine white flour and granulated sugar shifts and begins to tumble over the edge, where the powder catches the overhead lighting to create a soft, hazy glow as it falls into the dark basin, while the smooth motion of the lens circles around the setup to offer a dynamic perspective of the ingredients transferring from one container to the other, revealing the textured surface of the flour pile against the smooth metal walls.",
+          "The camera continues its counterclockwise arc, rotating further around the periphery of the workspace until the pouring action and the bowls have completely disappeared from the frame, leaving only the sturdy, painted metal base of the stand mixer and a section of the neutral-toned tiled kitchen floor visible in the background, where the ambient light catches the dust particles settling on the countertop edge and highlights the texture of the appliance's housing.",
+          "The camera arcs clockwise, reversing its previous trajectory to sweep back across the surface of the stainless steel kitchen counter, bringing the blurred edges of the mixer's housing back into view while the focus remains soft on the surrounding environment, capturing the glint of a nearby utensil and the texture of the countertop material as the lens begins to realign with the original composition, signaling a return to the culinary preparation area.",
+          "The camera completes its clockwise arc, returning to the original viewpoint to clearly show the gloved hand still tilting the metal bowl as the white flour and sugar continue to pour into the mixing basin, re-establishing the central scene with the cascade of ingredients now forming a growing mound at the bottom of the larger bowl, while the steady stream of powder highlights the texture and volume of the baking components against the metallic interior."
+        ]
+      }
+    },
+    "original_task_id": "a00233_00238",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00574_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire rolls over three cans filled with colorful water beads, crushing the metal containers and causing the blue and yellow beads to burst out and scatter across the pavement.",
+          "The camera initiates a deliberate, sweeping arc counterclockwise across the rough asphalt surface, maintaining a constant lateral drift that gradually shifts the optical axis toward the western boundary of the parking area while holding a fixed elevation and carefully managing the rotational speed to ensure stable parallax movement throughout the entire traversal, and the current frame reveals the three cylindrical tin packages still perfectly aligned in their original positions, their glossy printed wrappers catching the bright overhead sunlight, with the vibrant blue and yellow hydrogel pearls neatly packed to the very top edges, while the dark rubber tire of the sedan remains completely stationary in the upper right quadrant and small orange residue spots dot the weathered concrete near the shadowed undercarriage.",
+          "The camera maintains its deliberate counterclockwise trajectory along the outer boundary, increasing the rotational velocity to widen the panoramic sweep while keeping the lens level stable and navigating past the adjacent storage units, and the resulting composition entirely omits the original testing location, instead revealing a stretch of empty asphalt bordered by tall metal fencing, where peeling safety warnings cling to the rusted posts and discarded cardboard boxes accumulate near the storm drain, with harsh shadows cast by nearby utility poles stretching across the dry ground as distant traffic hums faintly in the background under the cloudless sky.",
+          "The camera initiates a smooth clockwise reversal from the distant perimeter, decelerating the lateral drift to gradually realign the optical axis toward the central parking area while holding a consistent elevation and reversing the previous rotational momentum, and the emerging perspective begins to reintroduce familiar structural elements, capturing the edge of the weathered chain-link fence and the cracked concrete surface, with scattered autumn leaves drifting across the frame and distant building facades slowly sliding out of view as the lens steadily tracks back toward the original zone under the unchanging afternoon light.",
+          "The camera completes its deliberate clockwise return toward the primary testing ground, reducing the rotational speed to precisely center the original composition while stabilizing the focal distance and locking onto the initial vantage point, and the final frame clearly displays the aftermath of the crushing sequence, with the three flattened metal containers lying completely destroyed on the pavement, their vibrant blue and yellow water beads scattered extensively across the rough concrete, while the heavy car tire rests directly over the mangled cans and glossy liquid residue glistens under the bright sunlight near the shadowed wheel well."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00574",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00561_01358_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "An empty black bucket swing suspended by chains swings forward and backward over white sand, moving from the background towards the foreground in a rhythmic pendulum motion.",
+          "The camera cranes upward with a steady mechanical rhythm, lifting smoothly away from the grainy white sand while maintaining a consistent optical alignment, and the mechanical chains of the empty black bucket swing gradually recede downward as the surrounding park environment unfolds with muted gray-green grass stretching outward across the uneven terrain, the distant line of eucalyptus trees softening into the twilight haze, and the fading natural light casting diffuse shadows across the weathered playground equipment to reveal a broader perspective of the quiet recreational space.",
+          "The camera continues to crane upward along the same vertical axis, climbing higher into the dusky atmosphere until the original sandy pit and the suspended bucket mechanism completely vanish from sight, and the upper framework of weathered wooden beams and corroded metal connectors fills the immediate foreground as the expansive grassy terrain compresses into a distant green mosaic below, with the pale overcast sky stretching across the horizon to create a fully displaced overhead perspective that entirely excludes the previous ground-level activity.",
+          "The camera begins to crane downward along a mirrored vertical path, lowering smoothly through the dimming atmosphere while adjusting its mounting height to track the shifting horizon line, and the high structural elements gradually migrate upward as the broad expanse of mowed grass slowly expands to reclaim the middle ground, the distant tree line sharpens into clearer silhouettes against the cooling sky, and scattered wooden park benches reemerge to reflect the soft ambient light.",
+          "The camera completes its crane downward motion, settling back toward the original vantage point while stabilizing its mechanical base to eliminate residual vertical drift, and the familiar patch of coarse white sand reoccupies the lower foreground as the empty black rubber bucket swing returns to clear view suspended by its heavy metal chains, with the gentle pendulum motion resuming its rhythmic trajectory to restore the exact spatial relationship and visual focus of the opening scene."
+        ]
+      }
+    },
+    "original_task_id": "a00561_01358",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00909_00861_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A fielder in a black tracksuit dives across the dirt infield attempting to catch a hit softball, then rolls onto his back laughing and gesturing with his glove.",
+          "The camera pans left across the textured reddish-brown dirt of the infield, tracking past the fielder in the black tracksuit as he dives near the grass line with his glove extended toward the rolling yellow softball.",
+          "The camera continues panning left, moving completely away from the infield action to reveal the outfield perimeter where a chain-link fence stands in front of dense green trees and a building in the background.",
+          "The camera reverses direction and pans right, sweeping back past the green protective padding on the fence and the chain-link mesh, gradually bringing the edge of the dirt infield back into the frame.",
+          "The camera completes its pan right to re-establish the original scene, clearly showing the fielder in the red cap lying on his back in the dirt, laughing heartily and gesturing with his glove after the missed play."
+        ]
+      }
+    },
+    "original_task_id": "a00909_00861",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00098_00335_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Hands crack white eggs into a large metal bowl filled with raw yolks. The person taps the shells to break them, releasing the yolk and white to splash into the accumulating mixture of bright orange yolks below.",
+          "The camera begins to arc clockwise away from the central bowl, revealing the edge of the workstation and the rhythmic motion of the hands as they manipulate the white shells. As the lens shifts its orientation, the view encompasses the large stainless steel vessel brimming with vibrant orange yolks while the operator continues to tap the eggs against the rim, causing fresh yolk to splash into the accumulating mixture below. The green plastic crate in the background becomes more prominent, filled with untouched white eggs waiting to be processed, while the lighting reflects off the metallic surface of the bowl and the glossy texture of the raw eggs. The clockwise rotation starts to displace the primary action, moving the focus toward the peripheral equipment and the stack of empty shells gathering near the operator's elbow, maintaining a steady pace that suggests a continuous inspection of the surrounding kitchen environment before fully departing the main subject.",
+          "The camera continues its smooth clockwise arc, carrying the frame completely away from the egg-cracking station until the metal bowl and the operator's hands vanish from sight, leaving the primary action area entirely obscured. Now the view settles on the adjacent section of the kitchen, highlighting a stack of industrial cardboard boxes and a mop bucket tucked against a tiled wall illuminated by cool overhead fluorescent lights. The texture of the worn linoleum flooring is clearly visible, along with the shadow cast by a nearby shelving unit holding large jugs of oil and cleaning supplies. The rotation emphasizes the depth of the workspace, showing the cluttered but functional corner where maintenance tools are stored, completely obscuring the culinary preparation area and leaving only the static background elements and the ambient hum of the facility's ventilation system within the frame, ensuring no part of the original egg-cracking activity remains in view.",
+          "The camera initiates a counterclockwise arc to return to the original position, sweeping back across the kitchen environment and gradually bringing the edge of the green egg crate back into view as the motion reverses the previous departure. As the lens rotates, it captures the operator's tattooed forearm resting near the workspace boundary and the gleaming rim of a stainless steel sink adjacent to the preparation area, reflecting the bright ambient light. The movement reveals the transition from the storage corner back to the active station, highlighting the texture of the wooden cutting board and a few stray droplets of yolk on the counter surface that hint at the ongoing work. The counterclockwise movement smoothly reconnects the viewer with the production line, framing the side profile of the metal bowl and the pile of discarded shells that have accumulated during the process, signaling the approach to the main action without yet fully revealing the cracking hands.",
+          "The camera completes its counterclockwise rotation, re-establishing the original vantage point and centering the frame on the large metal bowl once again so the main action is fully restored. The view clearly shows the operator's hands actively cracking white eggs, with fresh yolks splashing into the dense collection of bright orange spheres already filling the container, matching the initial scene composition. The green crate full of white eggs is visible in the background, providing context for the ongoing task, while the lighting accentuates the glossy sheen of the raw yolk and the frothy texture of the accumulating mixture. The steady return motion locks onto the primary subject, capturing the rhythmic tapping of the shells and the fluid release of the egg contents, restoring the full context of the food preparation scene with the same clarity and focus as the starting perspective, confirming the successful return to the core activity."
+        ]
+      }
+    },
+    "original_task_id": "a00098_00335",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00512_00883_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person wearing black gloves pours a large quantity of white flour from a metal container into a large, empty stainless steel mixing bowl, creating a cloud of dust as it falls.",
+          "The camera initiates a deliberate counterclockwise orbit, sweeping smoothly around the curved edge of the heavy-duty preparation table while gradually shifting its lateral position outward from the central workspace to establish a wider peripheral perspective; the frame captures the polished interior of the large stainless steel mixing bowl reflecting the bright overhead kitchen lights while the dense stream of white flour tumbles from the rectangular metal container, partially obscuring the black nitrile gloves that firmly grip the reinforced edges as a soft haze of airborne particles begins to drift across the checkered tile floor beneath the workstation, catching the ambient daylight streaming through the nearby ventilation windows and highlighting the sharp textural contrast between the smooth metal surfaces and the powdery accumulation forming along the basin's rim.",
+          "The camera continues the counterclockwise orbit, pushing further along the peripheral trajectory while maintaining a consistent rotational speed that carries the viewpoint steadily away from the primary work zone to explore the surrounding environment; the frame reveals a long wall of open wooden storage shelves densely packed with stacked ceramic ingredient jars and suspended copper measuring tools that catch the warm glow of pendant fixtures, while the original mixing station and the flour-pouring action remain completely out of view behind the partitioned counter, leaving only the quiet, organized backdrop of the pantry area in sharp focus under the steady artificial illumination that washes over the polished hardwood flooring and highlights the subtle dust motes drifting through the still air.",
+          "The camera begins a clockwise orbit, reversing the previous trajectory while smoothly arcing back toward the central workstation with a controlled rotational pace that gradually narrows the distance to the main preparation area to restore the initial compositional framing; the frame captures the rounded edge of the stainless steel bowl coming back into sight alongside the faint residual haze of white flour dust settling onto the gray tiled floor, with the ambient kitchen lighting now casting softer shadows across the workspace as the lens steadily realigns with the original cooking station, revealing the metallic sheen of the container handles and the scattered powder traces left by the earlier pouring sequence under the consistent overhead illumination that evenly washes over the entire countertop.",
+          "The camera completes the clockwise orbit, settling back into the original frontal viewpoint while stabilizing its position directly in front of the workstation with a precise rotational adjustment that locks the frame onto the central cooking area to finalize the visual sequence; the view clearly displays the large stainless steel mixing bowl once more, now holding a substantial mound of finely sifted white flour, while the black-gloved hands steadily tilt the rectangular metal container to finish the pour, sending a fresh cascade of powder into the basin as the lingering dust cloud slowly dissipates under the bright kitchen lights, restoring the complete action scene with the bowl's polished rim catching the overhead glare."
+        ]
+      }
+    },
+    "original_task_id": "a00512_00883",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_01092_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Bright white sparks continuously erupt and fountain outward from box-shaped fireworks placed on the dark ground, creating a chaotic spray of light while thick smoke billows upwards into the night air.",
+          "The camera tilts upward, shifting the focus away from the box-shaped fireworks on the ground while bright white sparks continue to fountain outward and thick smoke billows into the night.",
+          "The camera continues to tilt upward until the erupting fireworks are completely out of frame, revealing only the dark night sky, distant streetlights, and the upper drift of the smoke plume.",
+          "The camera tilts downward, sweeping back past the silhouettes of nearby trees and dark surroundings to guide the viewer's eye back toward the illuminated area on the ground.",
+          "The camera completes the downward tilt to re-establish the original viewpoint, clearly showing the box fireworks on the dark pavement once again as they spray chaotic bursts of light."
+        ]
+      }
+    },
+    "original_task_id": "a00843_01092",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00190_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A large concrete block drops onto a standing pink tablet, crushing it instantly. The tablet buckles and shatters under the weight, flattening against the metal platform as the block impacts and disintegrates into rubble.",
+          "The camera initiates a steady tracking movement to the left, smoothly gliding across the industrial testing floor, while the bright pink protective casing of the vertically positioned tablet stays clearly visible in the mid-ground, resting securely on its black plastic stand atop the polished metal platform that features prominent yellow and black caution tape along its reinforced edges, all bathed in the harsh, directional beam of two large production lights mounted on heavy rolling tripods, which create a dramatic atmospheric haze and cast deep, elongated shadows over the small wooden spacers scattered nearby, perfectly framing the heavy gray concrete cinder block as it hovers completely motionless in the air, emphasizing the stark material contrast between the delicate electronic glass screen and the massive construction masonry just before gravity finally takes over in this controlled warehouse environment, capturing every subtle reflection on the glossy screen surface while maintaining a crisp depth of field that keeps both the foreground device and background equipment sharply defined throughout the lateral shift.",
+          "The camera continues its deliberate tracking motion to the left, steadily shifting the perspective away from the central testing zone, until the original impact area disappears completely from the frame, revealing instead the expansive, dimly lit periphery of the warehouse studio where heavy-duty equipment cases with reinforced aluminum corners sit stacked against a corrugated metal wall, while tangled black power cables and precise gaffer tape floor markers line the smooth concrete surface, and a distant blue industrial generator labeled with faded white text rests near a set of large ventilation ducts, all illuminated by the faint, diffused spill of the overhead lighting rig that creates a moody, cinematic atmosphere across the empty staging space, completely isolating the viewer from the pending destruction and focusing attention on the quiet, utilitarian backdrop of the professional production environment, which provides a stark, quiet contrast to the violent energy that will soon erupt at the center of the room, reinforcing the isolated nature of this professional filming location.",
+          "The camera begins its paired return tracking movement to the right, smoothly reversing its lateral trajectory across the warehouse floor, as the polished edge of the reflective metal platform gradually slides back into the foreground, bringing with it the scattered wooden support blocks and the distinctive yellow and black hazard striping that clearly marks the designated impact zone, while the heavy-duty lighting stands and their intensely focused beams slowly reappear in the peripheral vision, casting a warm, high-contrast glow over the textured concrete surface and highlighting the pristine, uncracked exterior of the suspended cinder block just as it begins its final, gravity-driven descent, effectively guiding the viewer’s attention back toward the central staging area where the carefully arranged experimental setup quietly awaits the inevitable collision, building a palpable sense of tension in the controlled space as the mechanical rigging creaks faintly under the mounting weight of the suspended masonry.",
+          "The camera completes its tracking return to the right, smoothly settling back into the original centered viewpoint, as the fully crushed pink tablet and the completely shattered remains of the heavy concrete block come sharply into focus on the industrial metal platform, revealing the totally flattened electronic device with its severely buckled glass screen and exposed internal circuitry lying directly beneath a scattered pile of gray masonry rubble and fine white dust particles that still drift lazily in the air, all dramatically illuminated by the two intensely bright studio lamps that cast sharp, directional highlights across the extensive debris field and emphasize the devastating structural aftermath of the high-impact drop test on the clearly marked hazard-striped surface, where the scattered fragments and twisted metal components tell a clear story of overwhelming force, leaving the testing zone permanently altered by the experiment."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00190",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_00623_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A massive fireball erupts, expanding rapidly into a towering column of orange flames and dark smoke. Numerous pieces of debris and shrapnel are violently ejected outward, scattering through the air against a clear sky.",
+          "The camera initiates a steady pan to the right, shifting the lens across a field of scorched earth and scattered twisted metal that continues to glint under the harsh midday sun while capturing the initial trajectory of ejected fragments.",
+          "The camera continues its uninterrupted rightward drift, framing a calm riverbank and a line of undisturbed green foliage that contrasts with the earlier chaos, ensuring the original detonation zone completely vanishes from the edges of the shot.",
+          "The camera reverses direction and begins a deliberate pan to the left, sweeping back over the open dirt terrain where faint trails of gray smoke and drifting embers signal the approaching impact site and reconnect the peripheral landscape to the main event.",
+          "The camera completes its leftward sweep and firmly re-centers on the original action area, framing the towering column of orange flames and heavy structural debris still raining onto the scorched ground below as the fireball continues to churn against the clear sky."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00623",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00744_00415_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire rolls forward over two large clear balloons filled with colorful water beads on wet concrete. As the tire makes contact, it crushes the balloons, causing them to burst and scatter the beads and water across the ground.",
+          "The camera initiates a steady upward tilt at the precise moment the heavy, treaded rubber tire rolls forward to crush the first large, translucent water balloon, causing the thin latex membrane to rupture violently and send a chaotic spray of multicolored hydrogel beads and clear water splashing across the rough, textured concrete surface, which glistens with moisture under the diffuse, overcast daylight while the golden \"D'matches\" lettering on the customized rim catches a brief glint of reflection, simultaneously revealing the lower suspension components and the dark, muddy undercarriage of the vehicle as the perspective begins to shift away from the ground level debris, capturing the dynamic interplay between the mechanical force of the automobile and the fragile, colorful contents of the bursting sphere, where tiny blue, yellow, and red beads scatter like confetti across the damp pavement near the second intact balloon that remains poised for destruction.",
+          "The camera continues its smooth upward trajectory, leaving the crushed remains of the first balloon and the scattered hydrogel beads far below the frame, sweeping up along the curved silver fender and the dark, glossy wheel well of the vehicle to focus on the sleek body panels and the side mirror, which reflects the gray, cloudy sky above, effectively removing the original action area from view entirely and replacing the chaotic ground scene with the static, metallic surfaces of the car's exterior and the muted tones of the surrounding environment, highlighting the contrast between the vibrant, scattered colors on the wet concrete and the clean, polished lines of the automobile's design as the lens captures the upper portion of the door and the window frame against the backdrop of a bright, overcast day, where distant trees and a faint horizon line suggest a suburban setting.",
+          "The camera reverses its previous motion with a deliberate downward tilt, shifting the focus from the upper body panels and the reflective side mirror back towards the wheel assembly, bringing the silver rim and the black tire back into prominence as the frame descends past the dark wheel well, anticipating the return to the scene of the popped balloons where the colorful beads now lie scattered across the wet surface, capturing the texture of the car's paint and the gleam of the chrome accents as the perspective lowers, reorienting the viewer towards the ground level where the aftermath of the bursting spheres awaits rediscovery, with the light catching the water droplets on the vehicle's surface and emphasizing the transition from the static car body back to the dynamic, debris-strewn concrete below, as the golden text on the tire begins to re-enter the frame from the top.",
+          "The camera completes its downward tilt to fully re-establish the original action area, revealing the wet concrete ground once more where the two large water balloons have been completely crushed, leaving behind a vibrant carpet of multicolored hydrogel beads and shattered latex fragments scattered around the base of the tire, which now rests stationary amidst the colorful debris, showcasing the final state of the scene with the golden lettering on the rim clearly visible again and the water-soaked pavement glistening under the natural light, effectively bringing the viewer back to the point of impact where the mechanical force has transformed the intact spheres into a chaotic, beautiful mess of scattered colors, with tiny blue, red, yellow, and green beads embedded in the rough texture of the concrete and pooling in the small puddles of water released from the burst balloons."
+        ]
+      }
+    },
+    "original_task_id": "a00744_00415",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00098_01181_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand cracks a brown egg, dropping the yolk and white into a clear glass, then reaches into a carton to grab another egg and cracks it into the glass as well.",
+          "The camera initiates a smooth, steady crane upward motion, gradually elevating its perspective above the workspace; the warm, diffused kitchen lighting catches the glossy sheen of the remaining brown eggs nestled securely within their molded cardboard carton, while stacked recipe cards and scattered parchment papers rest across the aged wooden surface in a cozy, amber-hued glow that emphasizes the domestic tranquility of the morning preparation ritual and establishes a continuous vertical trajectory that begins to shift the focal plane toward the upper regions of the room, effectively expanding the spatial context beyond the initial close-up framing and revealing the subtle texture of the surrounding cabinetry alongside the gentle shadows cast by nearby utensils hanging from a wall-mounted rack, which reflects the soft ambient illumination and reinforces the intimate, lived-in atmosphere of the culinary environment.",
+          "The camera continues its uninterrupted crane upward trajectory, steadily rising past the preparation zone until the original action area completely disappears from view; the muted green wall, the blurred outlines of upper shelving units, and a soft overhead pendant light fixture become the sole focal points, capturing the subtle texture of the painted drywall and the faint dust particles drifting through the ambient illumination to create a quiet, elevated vantage point that momentarily suspends the narrative focus while maintaining the established vertical momentum, thereby framing the architectural details of the ceiling corner and the gentle gradient of shadows that define the upper perimeter of the kitchen space, effectively isolating the structural elements from the culinary activity below, leaving only the serene, unoccupied overhead environment visible within the expanding frame.",
+          "The camera smoothly reverses its vertical trajectory by commencing a controlled crane downward motion, gradually descending from the elevated architectural vantage point; the soft contours of the upper shelving and the warm, amber-toned illumination slowly drift back into the lower periphery, signaling the transition toward the workspace while the blurred edges of recipe binders and the faint silhouette of a hanging utensil rack reorient the viewer’s spatial awareness, setting the stage for a seamless return to the primary subject area without abrupt jumps or disorienting shifts in perspective, as the descending lens carefully navigates through the ambient lighting gradients to restore depth and context, allowing the textured surfaces of the surrounding cabinetry to gradually re-emerge and guide the eye downward.",
+          "The camera completes its deliberate crane downward motion, smoothly re-establishing the original eye-level viewpoint; the cluttered wooden table, the clear glass now holding two cracked eggs with vibrant yellow yolks suspended in translucent whites, and the open cardboard carton return fully into sharp focus, while the steady hand that has just finished pouring the second egg remains positioned above the rim, effectively restoring the intimate framing of the food preparation scene and confirming the continuity of the action within the cozy, amber-lit domestic environment, highlighting the glossy curves of the remaining eggs and the scattered parchment papers that surround the immediate workspace, as the composition settles precisely where it began to anchor the visual narrative back to the central culinary task."
+        ]
+      }
+    },
+    "original_task_id": "a00098_01181",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_00668_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A pool player thrusts a cue stick forward to strike the white cue ball, which rockets across the table and smashes into the racked colored balls, sending them scattering and bouncing off the cushions.",
+          "The camera initiates a deliberate outward arc counterclockwise, smoothly rotating its elevated vantage point while gradually widening the spatial framing without altering the vertical height; this continuous rotational movement exposes the expansive gray playing surface where the white cue ball continues its rapid trajectory toward the left cushion, simultaneously capturing the scattered rainbow of numbered spheres as they decelerate against the velvet texture and settle near the triangular rack footprint while the overhead studio lighting casts soft shadows across the polished wooden rails and diamond-shaped position markers that line the perimeter of the professional billiard table, emphasizing the contrast between the dark slate bed and the bright polymer coatings of the moving spheres as they roll toward the side pockets, while the discarded chalk residue on the tip of the resting cue stick remains faintly visible near the bottom edge of the frame.",
+          "The camera continues its steady outward arc counterclockwise, maintaining the established rotational velocity while smoothly transitioning the optical axis away from the central play zone without any sudden directional shifts; this persistent displacement gradually reveals the surrounding recreational environment where the vibrant blue commercial carpeting dominates the lower visual field, accompanied by the matte black finish of the table support legs and a nearby equipment storage cabinet that reflects the ambient overhead illumination, completely excluding the original billiard surface from the composition as the perspective migrates toward the peripheral room architecture and stationary furniture pieces positioned along the far wall boundary, showcasing the neutral gray acoustic panels mounted above the baseboards and the subtle grain patterns of the laminate flooring that extends into the adjacent hallway space, ensuring that every element within the newly framed sector remains completely detached from the initial gaming activity.",
+          "The camera begins a coordinated return arc clockwise, deliberately reversing the previous rotational trajectory while steadily narrowing the peripheral framing to guide the viewer back toward the primary subject area without interrupting the smooth kinetic flow; this corrective sweeping motion gradually reintroduces the outer boundary of the gaming setup where the dark slate rails and corner pocket assemblies emerge from the negative space, accompanied by the familiar blue carpet texture that anchors the base of the furniture arrangement, as the shifting optical alignment starts to capture the stationary chalk marks and resting accessories that were previously displaced beyond the active viewing zone during the earlier departure sequence, while the consistent overhead illumination gradually restores visibility to the polished wooden bridge rail and the faint scuff patterns on the surrounding floor covering that indicate frequent recreational use in this dedicated leisure space.",
+          "The camera completes its synchronized return arc clockwise, carefully aligning the optical center directly over the original gaming coordinates while stabilizing the elevated framing to precisely match the initial compositional baseline without introducing any residual lateral drift; this final rotational adjustment fully re-establishes the complete billiard surface where the white cue ball rests motionless near the center lane, surrounded by the widely dispersed colored spheres that have finally settled against the rubber cushions and near the diamond markers, as the consistent studio lighting highlights the smooth polymer finishes and the subtle fabric nap of the gray playing field in its post-break configuration, clearly displaying the strategic spacing of the numbered balls across the slate bed and the faint chalk dust lingering near the head string line, while the unwavering illumination ensures that every positional detail of the scattered arrangement remains perfectly legible within the restored overhead perspective."
+        ]
+      }
+    },
+    "original_task_id": "a00563_00668",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00027_00216_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A heavy sledgehammer strikes a standing bundle of candy canes, instantly shattering the hard candy into a cloud of red and white shards and dust.",
+          "The camera initiates a deliberate upward tilt that steadily raises its optical axis away from the immediate impact zone; a network of exposed steel trusses and dark acoustic baffles gradually fills the expanding frame under the cool wash of a single overhead spotlight that illuminates floating sugar particles drifting through the stagnant air, effectively transitioning the perspective from the ground-level destruction to the quiet industrial architecture hovering above the workbench, while the shallow depth of field keeps the ceiling rigging sharply focused against the blurred background, and the gradual shift in parallax reveals the vast vertical scale of the filming space. This continuous elevation creates a seamless visual bridge that disconnects the audience from the chaotic foreground, emphasizing the controlled, professional atmosphere of the soundstage while the lens captures the subtle interplay between the harsh artificial lighting and the soft, powdery remnants suspended in the darkened upper atmosphere.",
+          "The camera continues its unwavering upward tilt that completely abandons the initial workspace; heavy ventilation ducts and black soundproof panels dominate the composition while capturing the faint glow of distant control monitors reflecting against the dark upper walls, thereby establishing a fully displaced viewpoint that severs all visual connection to the original action area and emphasizes the vast, empty volume of the production space, while this sustained elevation pushes the frame into a region entirely disconnected from the ground-level event, allowing the viewer to observe the intricate network of cable management systems and structural crossbeams that span the overhead area under the dim, ambient wash of emergency exit signage. The persistent upward momentum ensures the original destruction zone remains completely obscured, reinforcing the temporary visual departure from the central narrative.",
+          "The camera reverses its trajectory with a controlled downward tilt that slowly descends from the shadowed ceiling infrastructure; the upper edges of the weathered workbench gradually come back into view as the ambient lighting begins to highlight the faint traces of residual sugar dust drifting through the air, methodically retracing the visual path to reconnect with the lower portion of the set while maintaining a steady pacing that prepares the frame for the final re-establishment of the scene. This deliberate descent shifts the optical focus away from the distant architectural elements and guides the perspective back toward the primary filming zone, gradually restoring spatial context as the lens navigates through the suspended particles and realigns with the horizontal plane of the countertop.",
+          "The camera completes its precise downward tilt that firmly re-establishes the original framing over the dark countertop; the heavy sledgehammer now rests beside a scattered field of fractured red and white candy cane fragments, allowing the viewer to clearly observe the complete aftermath of the violent impact against the cool, reflective surface as the lens settles into a static position that captures the full extent of the shattered sweets and the lingering powder spread across the workspace. This final stabilization locks the perspective back onto the primary action area, ensuring all visual elements return to their initial spatial relationship while highlighting the stark contrast between the pristine tools and the chaotic, colorful debris left behind."
+        ]
+      }
+    },
+    "original_task_id": "a00027_00216",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_00187_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A small box firework on the ground erupts, shooting a fountain of bright red, white, and blue sparks upward that scatter and rain down while thick smoke billows around the base.",
+          "The camera initiates a steady clockwise orbit around the pyrotechnic display, keeping the small square box centered in the frame as it violently ejects a fountain of red, white, and blue sparks that rain down onto the reddish-lit ground.",
+          "The camera persists in its clockwise rotation, drifting laterally until the active firework disappears from view entirely, leaving only the dark, featureless night sky and the faint, drifting haze of smoke visible in the periphery.",
+          "The camera switches to a counterclockwise orbit to begin its return, sweeping past the dark, open space where the lingering haze of smoke hangs in the air, moving back toward the center of the activity.",
+          "The camera finalizes its counterclockwise path to re-establish the original viewpoint, bringing the small box firework back into full view as it continues to burst with bright, crackling sparks that illuminate the surrounding dust and debris."
+        ]
+      }
+    },
+    "original_task_id": "a00843_00187",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00786_01466_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A player strikes the white cue ball with a pool cue, sending it forcefully into a racked triangle of colorful balls, causing them to scatter rapidly across the blue felt surface of the table.",
+          "The camera begins to arc counterclockwise from its high overhead position, revealing the player's gloved hand gripping the pool cue as the white ball rockets toward the tightly packed triangle of vibrant billiard balls on the smooth blue felt.",
+          "The camera continues its steady counterclockwise arc away from the playing surface, shifting the frame entirely toward the dimly lit gray flooring and the shadowed perimeter of the room until the pool table and all scattered spheres vanish completely from sight.",
+          "The camera initiates a smooth clockwise arc to reorient toward the gaming area, capturing the dark wooden rails and silver corner pockets gradually sliding back into the frame as the blue playing surface begins to reappear along the lower edge.",
+          "The camera completes its clockwise arc to settle back into the original overhead perspective, clearly displaying the final resting positions of the multicolored pool balls scattered across the expansive blue felt while the player's extended arm and resting cue stick frame the lower right corner."
+        ]
+      }
+    },
+    "original_task_id": "a00786_01466",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_01023_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A massive explosion erupts from a large brick building, sending a towering fireball and debris high into the air as thick smoke billows outward.",
+          "The camera initiates a smooth clockwise orbital sweep around the perimeter of the estate, steadily rotating along the overgrown grassy embankment while maintaining a consistent forward momentum that gradually repositions the viewpoint toward the western treeline, and as the lens tracks this deliberate arc the sprawling red brick manor remains firmly anchored in the frame, capturing the precise moment when a violent detonation shatters the central gable, sending a towering column of incandescent flames and pulverized masonry skyward while thick plumes of black smoke rapidly obscure the upper chimneys and rain burning embers onto the surrounding foliage, simultaneously illuminating the damp earth with an intense, flickering amber glow that reflects off scattered glass shards and twisted iron fixtures littering the courtyard, where heavy wooden doors splinter outward under the concussive force and once pristine architectural details dissolve into chaotic fragments across the dew-soaked meadow.",
+          "The camera continues its steady clockwise orbital trajectory along the outer ridge, persistently tracking past the dense cluster of weathered birch trees that dominate the foreground while the rotational speed remains uniform and unhurried, further distancing the lens from the original focal point, and as the perspective shifts entirely away from the initial structure the frame becomes exclusively occupied by the quiet countryside landscape, revealing a sprawling meadow of tall green grasses swaying in the wind, a distant stone wall covered in ivy, and a pale overcast sky where only faint wisps of gray ash drift downward, completely erasing the explosive manor from sight and replacing the chaos with serene, untouched rural tranquility, while a lone rusted fence post stands silhouetted against the horizon and wildflowers sway gently near a shallow drainage ditch.",
+          "The camera reverses its directional path and begins a deliberate counterclockwise orbital return along the same grassy ridge, smoothly pivoting back toward the eastern coordinates while gradually closing the distance to the original composition through a consistent, unhurried rotation, and as the lens realigns with the central axis the devastated manor reemerges into view, showcasing the catastrophic aftermath of the blast with collapsed masonry piles, twisted roof beams still smoldering, and a massive crater where the foundation once stood, all shrouded beneath a lingering haze of crimson-tinged smoke that slowly dissipates into the cloudy atmosphere while casting long, dramatic shadows across the scorched earth, where charred timber fragments and shattered window panes create a jagged mosaic across the ruined courtyard floor.",
+          "The camera completes its counterclockwise orbital arc and settles back into the initial framing position, stabilizing its rotational movement to perfectly match the opening perspective while locking focus on the primary structure through a gentle, precise adjustment, and with the viewpoint fully restored the large brick building dominates the composition once more, clearly displaying the final state of destruction as towering flames continue to lick at the remaining walls, thick black smoke billows heavily from the shattered windows, and scattered debris litters the surrounding lawn under the muted daylight, effectively bookending the sequence by returning the audience to the exact vantage point where the catastrophic eruption first unfolded, now revealing the complete structural collapse and the slow descent of cooling ash over the devastated grounds."
+        ]
+      }
+    },
+    "original_task_id": "a00106_01023",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00089_00763_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person releases a white Discraft disc, sending it rolling vertically across dry, brown grass. The disc travels forward over the uneven terrain, wobbling slightly as it maintains its upright momentum across the field.",
+          "The camera initiates a slow, deliberate crane down toward the parched terrain, steadily descending along a smooth vertical trajectory, while the wide lens captures the white Discraft disc as it begins its vertical roll across the brittle, brown blades of grass, with the fading golden-hour sunlight casting long, stretching shadows from distant tree lines onto the uneven ground and illuminating the subtle texture of dry soil beneath the spinning plastic as the perspective shifts to a lower, intimate angle that emphasizes the disc's wobbling momentum across the open field, narrowing focus to isolate the rolling object against the textured backdrop, enhancing contrast between the bright plastic and the dormant earth while the ambient light gently fades, creating a dramatic visual separation that draws attention directly to the central motion.",
+          "The camera continues its steady crane down into the immediate foreground, completely abandoning the initial playing field, while the frame fills exclusively with a dense patch of tangled roots, scattered dry leaves, and compacted earth that completely obscures any trace of the rolling disc or the thrower's original position, revealing instead the intricate network of fungal threads and cracked soil patterns that emerge under the low-angle scrutiny as the lens settles into a macro-like perspective of the dormant ground cover and captures the subtle interplay of shadow and texture across the barren surface, effectively erasing all contextual landmarks from view while the natural elements dominate the composition.",
+          "The camera begins a smooth crane up away from the dirt, gradually ascending along the same vertical axis, while the lens reveals the broader expanse of the dry meadow as the scattered foliage and compacted soil recede from view and the distant tree line begins to reappear against the soft twilight sky, slowly reintroducing the weathered wooden fence posts and the gentle slope of the hill that frame the open space where the disc originally traveled, thereby reorienting the viewer toward the horizontal plane of the grassy field, allowing the ambient dusk light to gradually wash over the recovering landscape while restoring spatial continuity.",
+          "The camera completes its steady crane up to the original height, perfectly realigning with the initial vantage point, while the frame clearly captures the white Discraft disc as it continues its wobbling trajectory across the dry, brown grass, now resting near a distant metal basket post under the cooling evening light, with the surrounding trees and parked vehicles in the background coming back into sharp focus to fully restore the context of the casual disc golf practice session and confirm the disc's final resting position on the uneven terrain, successfully bridging the visual gap created by the temporary descent while reestablishing the primary subject."
+        ]
+      }
+    },
+    "original_task_id": "a00089_00763",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00144_00810_camera",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person pours liquid and ice cubes from a metal shaker into a glass mixing cup that already contains an amber fluid. The ice tumbles down into the glass alongside the stream of liquid.",
+          "The camera begins a smooth pan to the right, shifting the frame away from the pouring action to reveal the glossy white countertop and the polished rim of a nearby stainless steel sink.",
+          "The camera continues its steady pan to the right, completely removing the mixing station from view and centering instead on a row of stacked crystal tumblers resting beside a dark walnut cutting board.",
+          "The camera reverses trajectory and initiates a deliberate pan to the left, sweeping past the bright subway tile backsplash and a wall-mounted rack of hanging copper bar tools.",
+          "The camera completes its leftward pan and locks back onto the original composition, clearly showcasing the diamond-cut mixing glass now crowded with clear ice cubes and the rich amber liquid settling at the bottom."
+        ]
+      }
+    },
+    "original_task_id": "a00144_00810",
+    "category": "casual",
+    "subcategory": "camera",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00027_00216_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A bundle of red and white striped candy canes, tied together with a pale blue ribbon, stands upright on a scratched dark countertop under bright, focused studio lighting, just as a heavy sledgehammer descends from above to strike the top.",
+          "As the sledgehammer makes contact with the candy canes, the overhead studio lights begin to flicker and dim rapidly, causing the vibrant red stripes to lose saturation and deep shadows to encroach upon the dark surface beneath the standing bundle.",
+          "The scene plunges into near-total darkness as the lights cut out completely, obscuring the violent shattering of the candy canes so that only faint, ghostly outlines of the falling debris and the sledgehammer handle are barely perceptible against the black background.",
+          "The overhead lights flicker back to life, gradually illuminating the scene again as the harsh artificial glow returns, revealing a chaotic scattering of red and white fragments beginning to take shape on the dark, scratched surface.",
+          "With the lighting fully restored to its original brightness, the camera clearly reveals the aftermath: shattered red and white candy cane fragments scattered across the dark surface, with the crumpled white ribbon lying among the debris near the resting head of the sledgehammer."
+        ]
+      }
+    },
+    "original_task_id": "a00027_00216",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00043_00428_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A large, reflective stainless steel bowl sits on a dark surface near a cracked adobe wall, catching bright sunlight as a person starts pouring a stream of white granules from a tray.",
+          "Sudden heavy clouds move in to block the sun, causing the bright reflections on the metal bowl to dim and the shadows on the rough ground to deepen significantly.",
+          "The environment is engulfed in deep shadow as the sunlight is completely obscured, rendering the stainless steel bowl and the pouring action barely visible in the gloom against the dark surface.",
+          "As the heavy clouds part and natural sunlight floods back in, the scene brightens up, gradually revealing the stainless steel bowl which is now accumulating a significant pile of the white granular substance.",
+          "The lighting has fully recovered to bright daylight, clearly displaying the large stainless steel bowl on the dark surface, now filled with a substantial mound of the white granular powder."
+        ]
+      }
+    },
+    "original_task_id": "a00043_00428",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00043_01032_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static top-down shot captures a stainless steel mixing bowl filled with a mound of white flour resting on a light wooden countertop, while a hand tilts a small brown jar to pour granular yeast into the powder.",
+          "The bright overhead kitchen lights suddenly flicker and begin to dim, causing the illumination on the wooden table to waver. Shadows around the metal bowl deepen rapidly, and the white flour loses its brightness as the room starts to darken.",
+          "The lights cut out completely, plunging the scene into near-total darkness where the stainless steel bowl and the hand holding the jar are barely visible as faint, ghostly outlines against the black background.",
+          "The overhead lights flicker back to life, gradually restoring brightness to the kitchen counter. The wooden grain of the table becomes clear again, and the white flour in the bowl slowly regains its stark contrast as the illumination stabilizes.",
+          "With the lighting fully recovered, the camera clearly shows a hand mixing the granular yeast into the large metal bowl of white flour, incorporating the ingredient into the powder on the wooden table."
+        ]
+      }
+    },
+    "original_task_id": "a00043_01032",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00089_00763_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person crouches on dry, brown grass holding a white Discraft disc, preparing to release it, with tall trees silhouetted against a bright evening sky in the background.",
+          "As the person releases the disc onto the uneven terrain, heavy storm clouds rapidly roll in, causing the natural light to dim significantly and shadows to deepen across the field.",
+          "The scene plunges into deep shadow as the clouds completely obscure the sun, leaving the rolling disc barely visible as a faint shape moving through the darkness.",
+          "The storm clouds begin to break apart, allowing bright sunlight to return and illuminate the texture of the dry grass as visibility is gradually restored.",
+          "The lighting fully recovers to reveal the white Discraft disc large and blurred in the bottom right foreground, while the person stands near a basket in the distance."
+        ]
+      }
+    },
+    "original_task_id": "a00089_00763",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00092_00591_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A female tennis player wearing a yellow top and dark skirt runs across the blue hard court, swinging her racquet near the white service lines as a yellow tennis ball rests on the ground.",
+          "The bright overhead stadium floodlights begin to flicker and dim rapidly, causing the vibrant blue court surface to lose its saturation and the player's shadow to lengthen and darken significantly.",
+          "The arena is plunged into near-total darkness as the lights fail completely, leaving only the faint, ghostly outline of the white court lines barely visible against the deep blue gloom.",
+          "The stadium floodlights flicker back to life, gradually washing the scene in bright artificial light again and revealing the texture of the blue court surface and the player's position.",
+          "With the lighting fully recovered and bright, the camera clearly shows the yellow tennis ball bouncing near the white service line on the blue court surface, marking the end of the rally."
+        ]
+      }
+    },
+    "original_task_id": "a00092_00591",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00097_00353_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A shovel with a wooden handle plunges into dark, churning water, striking the edge of a thick sheet of ice on the right, breaking the frozen surface under clear, cool daylight.",
+          "As the tool strikes the ice again, heavy grey storm clouds rapidly roll in overhead, causing the ambient light to drop and shadows to deepen across the rippling water and frozen edge.",
+          "The scene is engulfed in darkness as the clouds completely obscure the sun, leaving the shovel and the jagged ice boundary barely visible as faint silhouettes against the black water.",
+          "The storm clouds begin to dissipate, allowing natural light to filter back through and gradually illuminate the scene, revealing the texture of the water and the broken ice once more.",
+          "The lighting fully recovers to reveal the final state: a jagged, broken edge on the ice sheet with submerged fragments floating in the dark, churning water where the tool had struck."
+        ]
+      }
+    },
+    "original_task_id": "a00097_00353",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00098_00335_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static shot shows a large stainless steel bowl filled with vibrant orange egg yolks and clear whites, while hands hold white eggs above the rim next to a green crate full of eggs under bright artificial light.",
+          "The overhead lights begin to flicker erratically, causing the bright reflections on the metal bowl to stutter and fade as shadows deepen around the green crate and the vibrant colors of the yolks start to desaturate.",
+          "The lights switch off completely, plunging the scene into near-total darkness where only faint, ghostly outlines of the metal bowl and the crate remain visible, obscuring the bright yolks and the hands in deep shadow.",
+          "The overhead lights flicker back to life, gradually illuminating the scene as the darkness recedes, revealing the metallic sheen of the bowl and the returning brightness of the egg yolks while the hands become visible again.",
+          "The lighting has fully recovered to reveal a large metal pot densely filled with raw egg yolks and whites, with hands holding two uncracked white eggs above the bowl beside the crate of whole eggs."
+        ]
+      }
+    },
+    "original_task_id": "a00098_00335",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00098_00483_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a brightly lit kitchen, a person wearing a dark apron stands behind a wooden table and begins tilting a small glass bowl to pour raw egg yolks into a clear glass pie dish that already contains two yellow yolks.",
+          "As the yolks slide from the small bowl, the overhead kitchen lights suddenly flicker and dim, causing shadows to lengthen across the wooden table and the vibrant yellow of the eggs in the glass pie dish to fade into gray.",
+          "The room plunges into darkness as the lights switch off completely, obscuring the details of the kitchen and leaving only the faint, ghostly reflection of the glass pie dish barely visible on the wooden surface.",
+          "The overhead lights buzz and flicker back on, gradually restoring visibility to the scene as the person completes the pouring action, bringing the colors of the raw eggs and the grain of the wooden table back into focus.",
+          "The lighting is now fully restored and stable, clearly revealing the final arrangement where the glass pie dish on the wooden table holds several raw eggs with distinct yolks, and a hand rests holding the empty small glass bowl."
+        ]
+      }
+    },
+    "original_task_id": "a00098_00483",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00098_01181_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up shot shows a hand holding a brown egg over a clear drinking glass, while a white carton filled with more brown eggs sits to the left on a stack of papers.",
+          "The warm indoor lighting suddenly flickers and begins to dim rapidly, casting deepening shadows across the egg carton and the clear glass as the colors start to desaturate.",
+          "The scene plunges into near-total darkness, with only faint, indistinct silhouettes of the egg carton and the glass barely visible against the black background.",
+          "The lighting gradually returns, flickering back to life and slowly revealing the details of the scene again as the warm tones reappear and visibility is restored.",
+          "The lighting is fully restored, clearly showing the clear glass now containing raw egg yolk and white, with a hand holding broken eggshells above it."
+        ]
+      }
+    },
+    "original_task_id": "a00098_01181",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00102_01345_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up static shot captures a metal mesh strainer hovering over a dark ceramic bowl, filtering a translucent pink liquid that drips down in thin streams to create ripples and clusters of bubbles on the red juice surface.",
+          "As the liquid continues to drip through the strainer, the ambient lighting suddenly begins to flicker and dim, causing the bright white highlights on the red juice to fade while shadows deepen around the rim of the bowl.",
+          "The scene plunges into near-total darkness, leaving the bowl and strainer almost completely obscured, with only a faint, ghostly suggestion of the liquid's surface visible in the extreme low light.",
+          "The overhead lights flicker back on, gradually restoring illumination to the scene and revealing the dark bowl once more as the red liquid settles and the surface details become clear again.",
+          "With the lighting fully recovered, the shot clearly shows the dark bowl holding a pool of vibrant red liquid, its surface shimmering with scattered bubbles and faint ripples where the straining process has completed."
+        ]
+      }
+    },
+    "original_task_id": "a00102_01345",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_00691_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static aerial view shows a winding river flowing through dense green vegetation and patchwork fields, with initial plumes of white smoke rising from the forest as a massive explosion begins to erupt.",
+          "As the explosion grows, a towering column of black smoke and fire shoots upward, rapidly expanding and blotting out the sunlight, causing the shadows on the river and fields to deepen significantly.",
+          "The scene is engulfed in darkness as the thick smoke and ash completely block the sun, rendering the landscape barely visible except for the faint glow of burning debris in the center.",
+          "The dense cloud of smoke begins to thin out, allowing natural light to filter back through and gradually revealing the winding river and the surrounding tropical landscape once again.",
+          "Full daylight returns to show a massive cloud of white and dark smoke billowing upward, with numerous white trails of debris arcing radially outward and downward in a starburst pattern over the trees."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00691",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_00880_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static shot captures the large, angular metal armor plate resting on a dirt mound in a field of dry, brown grass, just as a violent explosion detonates against its left side.",
+          "As the fireball begins to surge, sudden heavy storm clouds roll in rapidly from the horizon, causing the ambient lighting to drop significantly and shadows to deepen around the angular metal structure.",
+          "The scene is plunged into near-total darkness as the thick storm clouds completely block the sunlight, rendering the metal target and the erupting debris barely visible in the deep, desaturated gloom.",
+          "The heavy storm clouds quickly begin to part, allowing shafts of natural light to filter back through and gradually illuminate the dry grass and the dirt mound beneath the metal target.",
+          "The lighting fully recovers to clearly reveal the aftermath: a massive fireball and thick black smoke engulfing the left side of the metal structure, while the right angled panel remains standing upright on the mound."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00880",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_00896_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static shot captures the base of a rocket with red 'USA' lettering standing next to a grey metal gantry marked '1 SIDE 4', all illuminated by bright artificial floodlights against a deep blue twilight sky.",
+          "The floodlights illuminating the white rocket section and the metal staircase suddenly flicker and begin to dim, causing shadows to deepen rapidly across the industrial structures and the red crane on the right.",
+          "The scene plunges into near-total darkness as the artificial lights fail completely, leaving the rocket base, the '1 SIDE 4' marking, and the surrounding metal framework barely visible in the gloom.",
+          "An intense orange glow begins to radiate from the bottom of the frame, gradually lighting up the dark metal stairs and gantry beams as the engines ignite with growing power.",
+          "The lighting fully recovers as a massive, blinding cloud of bright orange fire and exhaust erupts, completely engulfing the launch platform and obscuring the rocket base and metal structures in intense, chaotic light."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00896",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_01023_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static shot captures a large brick manor house surrounded by green fields and foreground trees, as a massive explosion suddenly erupts from the structure, sending a towering column of reddish-brown smoke and debris high into the cloudy sky.",
+          "As the explosion continues to billow, thick black smoke and ash rapidly mix with the reddish plume, causing the ambient daylight to dim significantly as the smoke cloud begins to blot out the sun, deepening shadows across the brick walls and foreground foliage.",
+          "The scene plunges into near-total darkness as the dense cloud of smoke and ash completely obscures the sun, leaving only the faint, silhouetted outline of the manor's roof and the chaotic shape of the explosion barely visible against the black sky.",
+          "The oppressive darkness begins to lift as the smoke cloud shifts and thins slightly, allowing patches of daylight to filter through and gradually illuminate the charred brickwork and the turbulent atmosphere around the building.",
+          "Full daylight returns to reveal the aftermath, where a massive fireball now engulfs the manor's roof, sending thick black smoke and flying debris high into the sky, while the lower brick walls remain partially visible beneath the intense flames."
+        ]
+      }
+    },
+    "original_task_id": "a00106_01023",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_01537_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A top-down aerial view captures a rocket engine test on a concrete pad, where a black metal truss structure holds the vehicle stationary as white vapor plumes begin to erupt from the base in a starburst pattern.",
+          "The bright daylight begins to fade rapidly as heavy, dark storm clouds roll in from the edges of the frame, casting deep shadows over the concrete pad and causing the colors of the scene to desaturate significantly.",
+          "The scene plunges into near-total darkness as the storm clouds completely blot out the sun, leaving only faint, ghostly outlines of the black metal structure and the faintest hint of the expanding vapor plumes visible in the gloom.",
+          "The oppressive darkness lifts as the storm clouds begin to break apart, allowing shafts of sunlight to pierce through and gradually illuminate the rocket engine and the swirling masses of exhaust below.",
+          "Sunlight fully returns to reveal the intense climax of the test, where the rocket engine is now burning fiercely, producing a massive, turbulent cloud of bright orange fire and thick white smoke that engulfs the area beneath the stationary black metal structure."
+        ]
+      }
+    },
+    "original_task_id": "a00106_01537",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00107_00694_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static close-up shows a gloved hand pressing a metal chisel against a rapidly spinning, light-colored wooden block mounted on a lathe, sending a spray of fine sawdust into the air as the surface is smoothed.",
+          "The bright natural lighting begins to drop significantly as heavy, dark storm clouds roll over the workshop area, causing the shadows around the spinning wood and the metal tool rest to deepen and colors to desaturate.",
+          "The scene plunges into near-total darkness as the storm clouds completely block the sun, leaving only the faint, ghostly outline of the spinning wooden mass and the sawdust-covered gloves barely visible in the gloom.",
+          "The lighting gradually begins to return as the heavy clouds start to part, revealing the details of the woodworking lathe, the metal chisel, and the scattered wood shavings once more as the ambient light strengthens.",
+          "With the lighting fully recovered, the camera clearly shows the final physical state: the wooden workpiece is now shaped into a smooth, rounded, bulbous form spinning on the lathe, with sawdust covering the gloved hands holding the tool."
+        ]
+      }
+    },
+    "original_task_id": "a00107_00694",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00112_00847_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Under a bright blue sky, a white off-road buggy with open doors is pulled along a dry dirt track by a taut yellow tow strap, kicking up dust near golden grass and dark mountains.",
+          "Dark storm clouds rapidly roll over the distant mountain ridge, casting deep shadows across the dry terrain as the sunlight dims and the vibrant colors of the landscape begin to fade.",
+          "The environment plunges into deep shadow as the storm clouds completely obscure the sun, leaving the white buggy and the yellow tow strap barely visible as faint shapes in the sudden gloom.",
+          "The heavy cloud cover starts to thin and break apart, allowing sunlight to filter back through the atmosphere and gradually illuminate the swirling dust and the contours of the dry hills.",
+          "Full sunlight returns to reveal a massive cloud of brown dust engulfing the white buggy, obscuring its chassis while the yellow tow rope stretches taut into the thick, billowing haze."
+        ]
+      }
+    },
+    "original_task_id": "a00112_00847",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00132_00608_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A heavy mechanical press descends rapidly onto a rectangular metal bar resting on a worn lower die, beginning to crush the hot steel while small sparks and debris scatter near the impact zone.",
+          "As the heavy ram presses down, the ambient workshop lighting suddenly flickers and dims significantly, casting long shadows across the metal surfaces and making the orange heat of the steel stand out more starkly.",
+          "The scene plunges into darkness as the lights fail completely, obscuring the heavy machinery and leaving only the faint, residual heat glow of the metal bar barely visible within the shadowed press area.",
+          "The artificial lighting flickers back on, gradually brightening the industrial setting and slowly revealing the heavy press in its lowered position while the details of the crushed metal begin to emerge from the shadows.",
+          "The lighting fully recovers to reveal the final result: the metal bar has been compressed into a flat, wide sheet on the bottom die, surrounded by scattered dark flakes of scale and debris."
+        ]
+      }
+    },
+    "original_task_id": "a00132_00608",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00190_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A pink tablet stands upright on a metal platform marked with yellow and black hazard tape, while a man in a white lab coat kneels in the background near two bright studio lights.",
+          "The two bright studio lights in the background begin to flicker and dim rapidly, casting deepening shadows across the workshop floor and causing the colors of the pink tablet to desaturate.",
+          "The workshop plunges into near-total darkness as the artificial lights cut out completely, leaving only faint ambient glimmers barely revealing the silhouette of the standing tablet on the metal platform.",
+          "The studio lights flicker back to life with a sudden surge of brightness, illuminating the scene once more as the man in the white coat remains kneeling in the background.",
+          "Under the fully restored lighting, the pink tablet is revealed to be completely flattened against the metal platform, surrounded by large, jagged chunks of shattered concrete from the dropped block."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00190",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00574_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Three cans of Joys Salted Peanuts filled with blue and yellow water beads sit on the concrete pavement next to a stationary black car tire under normal daylight.",
+          "The sunlight begins to fade rapidly as storm clouds gather, and the car tire starts to roll forward, its tread making contact with the first can.",
+          "The scene plunges into near-total darkness, hiding the action as the tire rolls over the cans, leaving only the vague silhouette of the vehicle visible against the dim ground.",
+          "The heavy storm clouds begin to part and sunlight filters back in, gradually illuminating the black tire as it completes its roll past the crushed metal containers on the pavement.",
+          "Full daylight returns to reveal the three crushed metal cans lying flattened on the pavement, with blue and yellow gel beads scattered widely across the textured concrete."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00574",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00729_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A rectangular plastic container filled with layered rainbow slime and clear water beads sits on the rough gray asphalt next to a large black car tire, illuminated by bright natural daylight.",
+          "Dark storm clouds suddenly roll overhead, causing the natural light to flicker and dim rapidly as deep shadows begin to engulf the colorful water beads and the tread of the car tire.",
+          "The scene plunges into near-total darkness, obscuring the container as the heavy tire begins to crush it, with only faint silhouettes of the scattered beads visible against the dark ground.",
+          "The heavy clouds begin to part, allowing sunlight to filter back through and gradually reveal the crushed remains of the plastic container and the spreading orange slime on the asphalt.",
+          "The lighting fully recovers to bright daylight, clearly showing the flattened plastic container lying crushed on the asphalt, spilling orange slime and scattering hundreds of colorful water beads across the wet ground near the tire."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00729",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00800_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A large black car tire rests on a wooden ramp next to a whole green watermelon on the gray asphalt, with the tire just beginning to roll forward to crush the fruit under its weight.",
+          "As the tire presses down, heavy dark storm clouds suddenly roll in from the side, causing the natural sunlight to dim rapidly and casting deep, lengthening shadows over the watermelon and the textured pavement.",
+          "The scene plunges into near-total darkness as the storm clouds completely block the sun, rendering the car tire and the bursting watermelon barely visible as faint, shadowy silhouettes against the dim asphalt.",
+          "The heavy cloud cover begins to break apart, allowing shafts of sunlight to pierce through and gradually illuminate the scattered red pulp and green rind chunks lying on the ground near the tire.",
+          "The lighting returns to full brightness, clearly revealing the crushed remains of the watermelon with red flesh and green rind scattered across the asphalt next to the stationary car tire and wooden block."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00800",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00144_00810_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up shot captures a person's hands tilting a stainless steel shaker to pour liquid and ice into a clear, diamond-patterned glass resting on a white countertop, illuminated by bright, even indoor lighting that highlights the amber fluid.",
+          "The bright overhead lights suddenly flicker and dim, causing the scene to darken rapidly as shadows lengthen across the white beadboard wall and the reflection on the metal shaker fades while the pouring continues.",
+          "The environment plunges into deep darkness, rendering the white countertop and the diamond-patterned glass almost invisible, with only the faint, shadowy outline of the person's hands and the shaker barely discernible in the gloom.",
+          "The artificial lighting begins to surge back, flickering on and gradually washing away the shadows to reveal the white surface and the glass once more as the scene brightens steadily.",
+          "The lighting fully recovers to its initial brightness, clearly revealing the final state where the diamond-patterned glass sits on the white counter, containing the brown liquid and topped with large chunks of clear ice."
+        ]
+      }
+    },
+    "original_task_id": "a00144_00810",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00204_01516_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Two curling players in bright yellow shirts and black pants vigorously sweep the white ice with brooms in front of a sliding yellow stone, while a third player watches from behind near the blue rink border.",
+          "The bright overhead arena lights begin to flicker and dim, casting deepening shadows across the ice as the players continue to sweep the yellow stone, the colors of their shirts starting to desaturate in the fading light.",
+          "The arena plunges into near-total darkness, leaving only the faintest, barely visible outline of the yellow curling stone and the sweeping brooms against the dark ice surface, effectively hiding the players.",
+          "The overhead lights flicker back on, gradually illuminating the rink again as the shadows recede and the white ice reflects the returning brightness, slowly revealing the players and the stone's new position.",
+          "The lighting fully recovers to bright normal levels, clearly showing the yellow curling stone resting centrally inside the blue target circle, surrounded by the players in yellow shirts holding their brooms on the white ice."
+        ]
+      }
+    },
+    "original_task_id": "a00204_01516",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00207_02059_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black Nikon camera sits centered on a circular metal base beneath a massive, shiny hydraulic press ram, with yellow lightning bolt warning signs visible on the green industrial wall in the background.",
+          "As the press ram descends and the camera body starts to buckle under pressure, the overhead workshop lights flicker erratically and dim, causing the metallic reflections to fade and shadows to lengthen rapidly.",
+          "The environment plunges into heavy darkness, hiding the violent crushing action almost entirely, leaving only the vague, shadowy silhouette of the press ram and the metal base visible in the gloom.",
+          "The artificial lights flicker back on, slowly restoring visibility to the workshop as the press remains lowered, gradually revealing scattered metal shards and the camera strap draped across the table surface.",
+          "With the lighting fully restored to normal brightness, the Nikon camera is shown completely destroyed and crushed flat into a pile of jagged debris, with its strap hanging limply from the ruined chassis."
+        ]
+      }
+    },
+    "original_task_id": "a00207_02059",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00233_00090_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person wearing blue nitrile gloves holds a large white scoop filled with flour over a shiny stainless steel mixing bowl. To the left, a light blue bowl sits on the counter near a window. The flour begins to pour from the scoop, creating a stream of white powder falling into the empty metal bowl.",
+          "The bright linear reflections on the curved stainless steel bowl suddenly flicker and dim as the overhead lights fail. Shadows deepen rapidly across the counter, and the vibrant white of the flour and the blue gloves begins to desaturate into gray tones as the room loses its primary illumination.",
+          "The scene is plunged into heavy darkness, obscuring almost all detail except for the faint outline of the window frame on the left. The stainless steel bowl is barely visible as a dark shape, and the pouring flour is hidden in the shadows, continuing its accumulation unseen.",
+          "The artificial lighting flickers back on, gradually washing out the darkness and restoring the metallic sheen to the mixing bowl. The blue gloves and the white scoop become distinct again as the light intensifies, revealing the growing pile of flour at the bottom of the bowl.",
+          "The lighting has fully stabilized, brightly illuminating the kitchen counter once more. A substantial mound of white flour now sits settled at the bottom of the large stainless steel mixing bowl, while the blue-gloved hand rests near the edge of the frame, the pouring action complete."
+        ]
+      }
+    },
+    "original_task_id": "a00233_00090",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00233_00238_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A steady stream of white flour cascades from a tilted metal bowl into a larger stainless steel mixing basin, landing next to a pile of granulated sugar, while a gloved hand steadies the container under bright kitchen lighting.",
+          "The overhead kitchen lights begin to flicker erratically, casting deepening shadows across the stainless steel bowl as the steady stream of flour continues to pour, causing the white powder and sugar to lose their brightness and desaturate.",
+          "The scene plunges into near-total darkness as the lights completely fail, leaving only faint, indistinct outlines of the metal bowl and the settling mound of flour barely visible in the gloom.",
+          "The overhead lights sputter and begin to return, gradually illuminating the interior of the large stainless steel bowl again, revealing the accumulated mound of white flour and sugar as visibility slowly restores.",
+          "The lighting fully recovers to its original brightness, clearly revealing the final state: a large stainless steel mixing bowl containing a settled, combined mound of white flour and granulated sugar at the bottom, with the pouring action complete."
+        ]
+      }
+    },
+    "original_task_id": "a00233_00238",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00237_00609_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand carefully places a small wooden domino at the end of a curved line next to a complex tower of wooden blocks with drilled holes, illuminated by bright, steady indoor lighting.",
+          "The ambient lighting suddenly begins to flicker and dim, causing the shadows around the base of the wooden block tower and the line of dominoes to deepen and lengthen rapidly.",
+          "The scene is plunged into heavy darkness, rendering the wooden block structure and the row of dominoes almost invisible, with only faint outlines distinguishable in the low light.",
+          "The lights flicker back to life, gradually illuminating the scene again as a blue marble speeds down the wooden ramps and impacts the first standing domino in the line.",
+          "The lighting fully recovers to clearly show a blue marble resting near the base of the wooden block structure while the curved row of wooden dominoes is toppling over in a chain reaction."
+        ]
+      }
+    },
+    "original_task_id": "a00237_00609",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00237_00717_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A glossy red and white ceramic object tumbles rapidly toward the rotating metal teeth of an industrial shredder set against a blue metal wall, clearly illuminated by bright overhead artificial lighting that reflects off the smooth surface.",
+          "As the ceramic object hits the blades, the overhead industrial lights suddenly flicker and begin to dim, casting deep shadows over the metal teeth and causing the vibrant red colors to desaturate quickly.",
+          "The scene plunges into near-total darkness as the lights switch off completely, leaving only faint, barely visible outlines of the shredder's heavy metal gears in the gloom while the crushing action continues unseen.",
+          "The overhead lights flicker back to life, gradually restoring bright illumination to the blue wall and the shredder mechanism, revealing the heavy metal teeth continuing their relentless rotation as full visibility returns.",
+          "With lighting fully recovered, the camera clearly shows the red polka-dotted object completely shredded into small white and red fragments that are rapidly disappearing between the rotating metal blades of the industrial machine."
+        ]
+      }
+    },
+    "original_task_id": "a00237_00717",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00238_00133_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up static shot of a light-colored wooden marble run featuring carved tracks and curved channels, where a glass marble begins rolling along the upper track under bright, steady illumination.",
+          "The overhead workshop lights begin to flicker and dim, causing the shadows within the carved wooden channels to deepen significantly and the warm tones of the wood grain to desaturate.",
+          "The scene plunges into near-total darkness as the lights switch off completely, leaving only the faint, shadowy silhouette of the wooden track structure barely visible against the black background.",
+          "The overhead lights flicker back on, gradually restoring visibility to the wooden structure as the heavy shadows recede and the natural pale color of the timber returns to the frame.",
+          "With the lighting fully restored to its original brightness, the camera clearly shows a blue marble resting securely inside a carved circular hole in a wooden block on the left side of the stationary track."
+        ]
+      }
+    },
+    "original_task_id": "a00238_00133",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00270_00023_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "The Uzbekistan Airways airplane, displaying a blue upper fuselage and green lower section, descends with landing gear extended, its large blue engine with a yellow logo clearly visible against the grey sky.",
+          "As the plane nears the runway, dense storm clouds rapidly gather overhead, causing the ambient light to dim significantly and casting deeper shadows beneath the extended wing flaps and landing gear.",
+          "The environment plunges into near-total darkness as the storm front blocks all light, rendering the white fuselage and wing structures almost invisible, with only the faint silhouette of the wheels remaining.",
+          "The oppressive cloud layer begins to break apart, allowing diffuse grey daylight to filter back through and gradually revealing the wet runway surface and the side of the aircraft's white fuselage.",
+          "The lighting fully returns to its original level, clearly showing the large airplane rolling away down the wet runway with wing spoilers deployed and water spraying from the tires as it slows."
+        ]
+      }
+    },
+    "original_task_id": "a00270_00023",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00280_00363_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skier descends rapidly down the steep, snow-covered mountain slope, navigating around the scattered dark rocks while kicking up a large spray of white powder with each turn under bright sunlight.",
+          "As the skier continues their rapid descent, heavy storm clouds suddenly roll over the ridge, causing the bright sunlight to dim and shadows to deepen around the scattered dark rocks on the slope.",
+          "The scene plunges into near-total darkness as the storm clouds completely engulf the mountain, leaving the skier and the snow-covered terrain barely visible in the deep, gloomy shadows.",
+          "The heavy storm clouds begin to part, allowing sunlight to gradually return and illuminate the snowy slope once more, revealing the aftermath of the descent near the scattered dark rocks.",
+          "The lighting has fully recovered to reveal a person lying on their back in the snow with limbs splayed, surrounded by a spray of powder near the scattered dark rocks where the descent ended."
+        ]
+      }
+    },
+    "original_task_id": "a00280_00363",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00318_00064_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A pineapple sits perched on the peak of a rough, brown dirt mound surrounded by dry scrub brush, under a bright blue sky with soft white clouds.",
+          "Dark, heavy storm clouds rapidly roll in from the sides, blocking the sun and causing the lighting on the dirt mound and pineapple to dim significantly while shadows deepen.",
+          "The scene is plunged into near darkness as thick clouds completely obscure the sky, leaving the brown dirt mound and pineapple as barely visible silhouettes in the gloom.",
+          "The heavy clouds begin to break and move away, allowing sunlight to return and gradually brighten the scene, revealing the textured earth of the mound once more.",
+          "The lighting fully recovers to bright daylight, showing scattered yellow fruit chunks and green leaves drifting through the air above the brown dirt mound after the pineapple has exploded."
+        ]
+      }
+    },
+    "original_task_id": "a00318_00064",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00327_00223_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black car tire begins to roll forward, pressing against the first blue water balloon in a long line of colorful spheres arranged on wet, beige tiled pavement.",
+          "As the tire moves past the blue balloon towards the orange one, sudden heavy storm clouds block the sun, causing the scene to rapidly darken and colors to desaturate.",
+          "The environment is plunged into deep shadow, making the car's undercarriage and the line of balloons almost invisible, with only faint silhouettes remaining against the darkened, wet ground.",
+          "Sunlight begins to break through the clouds, restoring visibility to the driveway and highlighting the water splashes on the tiles as the car continues its forward motion.",
+          "The lighting is fully bright again, clearly showing the wet pavement littered with colorful rubber scraps, while four intact water balloons in blue, light blue, orange, and red lie scattered separately across the tiles."
+        ]
+      }
+    },
+    "original_task_id": "a00327_00223",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00364_01737_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Numerous white, oblong pills fall rapidly onto a dark green surface, tumbling and bouncing off each other as they scatter across the frame under bright, focused illumination that highlights their smooth texture.",
+          "The overhead studio lights begin to flicker and dim significantly, causing the bright highlights on the tumbling pills to dull and the surrounding shadows to deepen as the scene starts to fade into gray.",
+          "The illumination cuts out completely, plunging the area into near-total darkness where the falling pills are barely visible as faint, ghostly shapes against the black void, their motion obscured by the lack of light.",
+          "The artificial lighting begins to return, gradually brightening the frame and revealing the scattered white pills once again as they settle onto the textured dark green surface below, regaining their stark contrast against the shadows.",
+          "The lighting fully recovers to its original intensity, clearly displaying the final physical state where white oblong pills are scattered across a dark green surface, lying in a random, dispersed pattern after falling."
+        ]
+      }
+    },
+    "original_task_id": "a00364_01737",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00386_00350_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a focused workspace, a craftsman's hand holds a thin, curved copper wire against the sharp edge of a steel anvil while a heavy hammer strikes it repeatedly to shape the metal.",
+          "As the hammer continues its rhythmic strikes against the copper, the overhead workshop lights suddenly flicker, causing the shadows around the anvil to deepen and the metallic sheen of the copper to dull.",
+          "The workshop plunges into near-total darkness, obscuring the craftsman's hand and the steel anvil, with only the faintest outline of the hammer's motion barely visible against the black background.",
+          "The overhead lights buzz and flicker back to life, gradually illuminating the steel anvil and revealing the craftsman's hand still gripping the now-flattened copper wire.",
+          "With the lighting fully restored, the camera clearly shows a flattened copper wire loop resting against the sharp edge of the metal anvil, held firmly in place by the craftsman's hand after the hammering is complete."
+        ]
+      }
+    },
+    "original_task_id": "a00386_00350",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00403_01394_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A glowing lightbulb is captured mid-explosion, with large shards of white glass just beginning to explode outward and upward from the central filament, scattering through the dark air while the bulb still provides bright illumination.",
+          "As the white glass shards continue their slow-motion trajectory outward, the light from the bulb flickers erratically and begins to fade, causing the illumination on the flying fragments to dim and the surrounding shadows to deepen significantly.",
+          "The scene is plunged into almost complete darkness as the light source fails entirely, leaving the area in shadow with only the faintest, ghostly silhouettes of the scattered glass shards barely visible against the pitch-black background.",
+          "Lighting begins to return as a secondary source or restored power flickers on, gradually revealing the suspended debris once more and casting soft highlights on the sharp edges of the white glass fragments floating in the air.",
+          "The lighting has fully recovered to reveal the final aftermath: the light bulb is completely shattered, leaving the metal base and central filament standing intact while sharp white glass fragments remain scattered outward into the surrounding darkness."
+        ]
+      }
+    },
+    "original_task_id": "a00403_01394",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00403_01560_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Four large bottles of cola stand upright on a wooden table dusted with red and blue powder, set against a backdrop of weathered railroad ties and dense green forest foliage, just as the pressure builds inside the plastic containers.",
+          "As the soda bottles begin to shake violently, heavy storm clouds rapidly obscure the sun, causing the natural light to dim significantly and casting deep shadows across the weathered wooden beams behind the table.",
+          "The environment plunges into near-total darkness as the storm front completely blocks the daylight, leaving the violently erupting bottles and the powder-covered table visible only as faint, chaotic silhouettes against the blackened woods.",
+          "The heavy clouds begin to part, allowing shafts of sunlight to pierce through the canopy and gradually illuminate the chaotic scene, revealing the aftermath of the explosions on the wooden table.",
+          "Sunlight fully returns to the scene, clearly revealing two cola bottles lying on their sides on the red and blue powder-covered table, while two other bottles rest on the grass beneath amidst settling smoke."
+        ]
+      }
+    },
+    "original_task_id": "a00403_01560",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00440_01043_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Six colorful balloons with hand-drawn emoji faces are lined up on a concrete surface next to a black car tire, which begins to roll forward to pop the blue balloon on the far right.",
+          "Sudden heavy storm clouds roll in, causing the ambient light to drop rapidly and shadows to lengthen across the concrete as the tire continues to crush the balloons.",
+          "The scene is plunged into darkness, obscuring the popping action, with only the faint silhouette of the tire and the wet ground barely visible in the dim light.",
+          "The clouds begin to break, and light gradually returns to the scene, revealing the tire has moved further left and the balloons are being destroyed.",
+          "Full brightness returns to show all six balloons crushed flat on the wet concrete, with water spraying from the pink and red balloons while the others lie squashed."
+        ]
+      }
+    },
+    "original_task_id": "a00440_01043",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00447_00070_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A stack of metal cans sits centered on a black folding table in front of a rustic wooden retaining wall, just as the top can violently bursts open, spraying white foam and debris high into the air against a backdrop of bare forest trees.",
+          "As the explosion continues to eject white foam, heavy, dark storm clouds rapidly roll in over the tree line, causing the bright sunlight to fade and the shadows on the gravel to deepen significantly.",
+          "The scene plunges into near-total darkness as the storm completely blocks the sun, leaving only the faint, ghostly silhouette of the table legs and the weathered wooden wall visible amidst the gloom.",
+          "The heavy clouds begin to part, allowing shafts of sunlight to return and gradually illuminate the black table, revealing the scattered yellow pineapple debris on the gravel below and the texture of the wooden wall.",
+          "Sunlight fully returns to reveal the aftermath: the base of the metal can stands upright on the foam-covered table, its detached top rests to the left, and white residue splatters the table surface and the weathered wooden wall behind."
+        ]
+      }
+    },
+    "original_task_id": "a00447_00070",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00447_00579_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A row of colorful water balloons in yellow, pink, green, blue, purple, and red sits on a red carpet scattered with confetti, waiting for a decorated car tire visible at the top edge to roll over them under bright indoor lighting.",
+          "As the car tire begins to crush the first yellow balloon, the overhead indoor lights suddenly flicker and dim, casting deepening shadows over the red carpet and causing the vibrant colors of the balloons to dull.",
+          "The room plunges into near-total darkness, obscuring the bursting balloons and the splashing water, leaving only faint silhouettes of the car tire and the scattered confetti barely visible against the dark red surface.",
+          "The overhead lights flicker back on, gradually illuminating the wet red carpet where the remaining balloons are being flattened and burst by the tire, revealing the glistening water and scattered rubber skins.",
+          "With the lighting fully restored, the camera reveals the aftermath: the colorful water balloons are completely burst and flattened, their rubber skins scattered across the wet, red carpet amidst splashed water and confetti."
+        ]
+      }
+    },
+    "original_task_id": "a00447_00579",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00455_00488_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A clear, ribbed glass ramekin sits on a white table next to a brown egg, with blurred wooden bookshelves in the background, as the egg is cracked open and its contents spill into the bowl.",
+          "As a metal spoon slides under the yolk, heavy gray storm clouds suddenly roll past the window on the right, causing the bright sunlight to dim rapidly and the shadows on the table to deepen significantly.",
+          "The scene plunges into deep shadow as the sunlight is completely blocked by the clouds, leaving the glass ramekin and the spoon barely visible as dark silhouettes against the dimly lit bookshelves in the background.",
+          "The heavy clouds begin to dissipate, allowing bright sunlight to stream back through the window on the right, gradually illuminating the glass bowl and revealing the spoon lifting the yolk.",
+          "Full lighting is restored, clearly revealing the final state where the ribbed glass ramekin holds only clear egg white, while a spoon lifts the intact yellow yolk above it as a strand of white drips down."
+        ]
+      }
+    },
+    "original_task_id": "a00455_00488",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00456_00097_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A gloved hand stabilizes a rough, rectangular block on a sandy floor while another hand uses yellow-handled end-cutting pliers to grip and wiggle a metal loop embedded in the side.",
+          "The overhead workshop lights suddenly flicker and dim, causing deep shadows to swallow the workspace as the yellow handle of the pliers loses its vibrancy and the scene fades toward black.",
+          "Total darkness engulfs the workshop corner, completely obscuring the rough block and the pliers, leaving only the faint, ghostly texture of the sandy ground barely perceptible in the heavy, suffocating gloom.",
+          "The lights sputter and return, washing the scene back in illumination as the rough texture of the wood and the metallic glint of the embedded loop gradually become visible once more.",
+          "The lighting stabilizes completely to clearly show a hammer claw resting against a bent metal fastener embedded in the side of the rough wooden plank, which is held upright by the gloved hand."
+        ]
+      }
+    },
+    "original_task_id": "a00456_00097",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00479_00309_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A pool cue strikes the white ball with red dots on the smooth blue felt table, sending it rolling toward the yellow number one ball near the corner pocket, while the blue number two ball sits stationary under bright indoor lights.",
+          "The overhead artificial lights suddenly begin to flicker and dim, causing the shadows beneath the blue number two ball and the yellow number one ball to deepen rapidly as the white ball continues its path across the darkening table.",
+          "The lighting drops to near total darkness, rendering the pool table and the scattered billiard balls almost completely invisible, with only faint outlines of the corner pockets and the diamond-plate wall texture barely discernible in the gloom.",
+          "The artificial lights flicker back to life, gradually illuminating the blue felt surface and revealing the positions of the blue number two ball and the yellow number nine ball as visibility returns to the room.",
+          "With the lighting fully restored, the white cue ball is seen rolling forward across the blue table towards the yellow nine ball in the bottom right, while the blue ball and other stationary spheres remain in their original positions on the felt."
+        ]
+      }
+    },
+    "original_task_id": "a00479_00309",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00503_01377_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person's hand holds a black and red pressure washer nozzle, directing a powerful stream of water onto a dirty stone window sill and red brick wall under bright sunlight, flanked by green leafy plants.",
+          "While the water spray hits the ledge, the intense sunlight abruptly dims as thick storm clouds sweep overhead, causing the shadows cast by the nozzle and foliage to lengthen and darken significantly.",
+          "The exterior scene is engulfed in deep shadow as the clouds completely obscure the sun, rendering the pressure washer and the brick wall almost invisible in the sudden, heavy gloom.",
+          "The ambient light gradually intensifies as the storm clouds break apart, bringing the sun back to illuminate the wet surface of the window sill and the red bricks once more.",
+          "Full daylight is restored, showcasing the clean, wet stone ledge free of dirt, with water trickling down the brickwork and the nearby leaves appearing fresh and damp from the spray."
+        ]
+      }
+    },
+    "original_task_id": "a00503_01377",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00512_00883_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a well-lit indoor space with tiled flooring, a large, empty stainless steel mixing bowl with metal handles sits centrally while a person wearing black pants and grey Crocs stands nearby as black-gloved hands begin to pour white flour.",
+          "The bright overhead illumination suddenly flickers and begins to dim, casting deepening shadows across the tiled floor and dulling the metallic sheen of the large mixing bowl as the person continues to pour the flour into the darkening basin.",
+          "The room plunges into near-total darkness, leaving only faint, indistinct shapes visible in the gloom where the large stainless steel bowl is barely perceptible as a dark silhouette and the pouring action is completely obscured by heavy blackness.",
+          "The overhead lights flicker back to life, gradually restoring visibility to the room as shadows retreat and the brightness increases, slowly revealing the stainless steel bowl and the legs of the person standing nearby while flour dust settles.",
+          "The lighting has fully recovered to its original brightness, clearly illuminating the large stainless steel mixing bowl which now holds a substantial mound of white flour powder settled at the bottom, with the person in black pants standing on the tiled floor."
+        ]
+      }
+    },
+    "original_task_id": "a00512_00883",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00513_00452_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A round head of green cabbage rests centrally on a rugged mound of dry, cracked earth under a vast clear blue sky, remaining intact just moments before it violently detonates.",
+          "The bright daylight rapidly fades as a solar eclipse obscures the sun, casting deep shadows over the dirt mound and causing the cabbage's green leaves to desaturate.",
+          "The scene is plunged into near-total darkness by the eclipse, hiding the cabbage and the earth mound in deep shadow just as the vegetable bursts apart.",
+          "Brightness steadily returns as the solar eclipse concludes, the blue sky regaining its luminance to illuminate the explosion site on the dry earth mound and the scattered vegetable remnants.",
+          "The lighting fully recovers to bright daylight, revealing the obliterated cabbage scattered as green shards and white dust above the mound, with a small red fragment floating high in the air."
+        ]
+      }
+    },
+    "original_task_id": "a00513_00452",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00550_00045_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up shot shows a blacksmith's hands gripping heavy tongs that hold a glowing orange rectangular metal billet against the horn of a dark iron anvil, while a large hammer strikes the hot steel, sending small sparks flying in the well-lit workshop.",
+          "The overhead workshop lights begin to flicker violently and dim, causing the shadows around the anvil and the blurred machinery in the background to deepen significantly, while the glowing orange hue of the hot metal starts to appear more intense against the desaturating surroundings.",
+          "The workshop plunges into near-total darkness as the lights fail completely, leaving only the faint, dying ember glow of the hot metal billet barely visible on the anvil, with the blacksmith's hands and the hammer reduced to silhouettes in the gloom.",
+          "The overhead lights sputter and flicker back to life, gradually illuminating the scene again as the grey tones of the anvil and the workshop equipment emerge from the shadows, revealing the blacksmith still holding the tongs over the metal.",
+          "With the lighting fully restored and steady, the camera clearly reveals three glowing orange metal bars stacked flat on a dark, rough block, forming a single rectangular mass with visible surface texture and scattered scale flakes, indicating the forging process is complete."
+        ]
+      }
+    },
+    "original_task_id": "a00550_00045",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00550_00137_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up view captures a heavy iron anvil with a wooden-handled hammer resting on its face, while a blacksmith's legs and boots stand on the wooden floor nearby as he begins to strike a glowing orange metal bar.",
+          "The overhead workshop lights suddenly flicker and begin to dim, causing the shadows around the anvil and the blacksmith's boots to deepen while the sparks from the hammer strikes glow more intensely.",
+          "The scene plunges into darkness as the lights fail completely, leaving only the faint, reddish glow of the hot metal bar barely visible on the anvil's surface.",
+          "The workshop lights flicker back on, gradually illuminating the wooden floor and the metal anvil again as the visibility returns to the room.",
+          "The lighting fully recovers to reveal the heavy iron anvil sitting empty and bare on its wooden support, the glowing metal bar having been removed, with the small decorative figure on the anvil's side clearly visible."
+        ]
+      }
+    },
+    "original_task_id": "a00550_00137",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00561_00108_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand holds a dark crawfish by its tail, dangling it just inches above the calm, reflective surface of a pond, with green leafy vegetation lining the water's edge in the background under bright natural daylight.",
+          "As the crawfish dangles near the water, heavy grey storm clouds rapidly roll in overhead, causing the natural sunlight to fade and the vibrant green of the bank vegetation to desaturate into dull shadows.",
+          "The scene plunges into near-total darkness as the storm completely blocks the sun, barely revealing the silhouette of the hand and the dark water where a violent disturbance suddenly erupts with a splash.",
+          "The heavy cloud cover begins to break apart, allowing shafts of sunlight to pierce through and gradually illuminate the churning water surface and the hand hovering above the ripples.",
+          "Full daylight returns to reveal the aftermath, showing turbulent dark water churning with white foam and bubbles where the fish submerged, while the now-empty hand hovers motionless near the surface vegetation."
+        ]
+      }
+    },
+    "original_task_id": "a00561_00108",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00561_01358_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static low-angle shot focuses on a textured patch of white sand in the foreground, while in the middle distance, a black bucket swing suspended by metal chains sways back and forth over a grassy field lined with trees.",
+          "The natural lighting begins to dim noticeably as thick, grey storm clouds rapidly obscure the sky, causing the green grass to lose vibrancy and the white sand to turn a dull grey while the swing continues its pendulum motion.",
+          "The environment is engulfed in deep shadow and near darkness, making the background trees and grass almost invisible, with only the faint, ghostly shape of the white sand patch and the vague silhouette of the swinging chains remaining discernible.",
+          "The oppressive darkness lifts as the clouds begin to break, restoring brightness to the scene and revealing the granular details of the white sand once more, while the swinging object becomes clearer as it moves closer to the lens.",
+          "The scene is now fully illuminated, revealing the black bucket swing swinging forward into the immediate foreground holding a crumpled beige mass, with its metal chains pulled taut and the seat tilted sharply upward above the white sand."
+        ]
+      }
+    },
+    "original_task_id": "a00561_01358",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_00367_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A high-angle static shot captures a pool table with smooth gray felt and black rails adorned with white diamond markers, showing a tight rack of colorful balls on the left and a solitary white cue ball on the right.",
+          "Just as the white cue ball is struck and hurtles toward the rack, the overhead lights begin to flicker and dim rapidly, causing the vibrant colors of the balls to fade and shadows to lengthen across the table.",
+          "The scene is plunged into heavy darkness as the lights cut out completely, rendering the scattering balls and the gray felt almost invisible, with only faint silhouettes of the black rails and pockets discernible in the gloom.",
+          "The overhead lights suddenly flicker back on, gradually restoring brightness to the room and revealing the chaotic aftermath as the colored balls finish rolling to a stop across the expansive gray surface of the table.",
+          "Under the fully recovered bright lighting, the final state is clear: the rack is shattered with balls spread wide, the black ball sitting near the top left corner and the white cue ball resting close to the top rail."
+        ]
+      }
+    },
+    "original_task_id": "a00563_00367",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_00668_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "An overhead view captures a gray felt pool table with a white cue ball positioned near the bottom right, ready to strike a tightly racked triangle of colorful balls near the center.",
+          "The overhead artificial lights suddenly flicker and dim, casting deepening shadows across the gray felt as the white cue ball rockets forward to smash into the racked colorful balls.",
+          "The room plunges into darkness, obscuring the pool table and the scattering balls in deep shadow, leaving only the faint outline of the black rails and diamond markers visible.",
+          "The overhead lights flicker back on, gradually illuminating the gray felt and revealing the chaotic dispersal of the balls as visibility returns to the game area, showing the aftermath of the break.",
+          "With the lighting fully restored, the static camera shows the scattered colored pool balls resting across the gray felt, dispersed from the initial triangle formation towards the rails and center."
+        ]
+      }
+    },
+    "original_task_id": "a00563_00668",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_01026_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A car tire begins to roll forward on wet concrete towards a cluster of green, red, and pink water balloons, which glisten under bright natural daylight with clear reflections on the pavement.",
+          "Heavy, dark storm clouds suddenly sweep overhead, causing the ambient light to drop rapidly as deep shadows engulf the driveway and the vibrant colors of the balloons start to desaturate.",
+          "The scene is plunged into near-total darkness by the thick cloud cover, rendering the water balloons and the car tire as barely visible, shadowy shapes against the dim wet ground.",
+          "The storm clouds begin to part, allowing natural light to filter back through and gradually brighten the scene, revealing the texture of the wet concrete and the scattered debris once more.",
+          "Full daylight returns to clearly show the final state on the pavement, where the tire has crushed the balloons, leaving behind a mess of torn green, red, and pink rubber scraps scattered across the wet concrete."
+        ]
+      }
+    },
+    "original_task_id": "a00563_01026",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_01823_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person's hand wearing a black smartwatch carefully positions a red plastic drink bottle next to a row of yellow, green, and blue bottles on the gray asphalt beside a car tire.",
+          "Sudden heavy storm clouds roll rapidly across the sky, casting a deep, unnatural shadow over the asphalt as the lighting begins to dim and the vibrant bottle colors start to desaturate.",
+          "The scene plunges into near-total darkness as the thick storm clouds completely block the sun, leaving only the faint, ghostly outlines of the car tire and the row of bottles barely visible.",
+          "The heavy storm clouds slowly begin to part, allowing bright sunlight to filter back through the gap and gradually re-illuminate the rough texture of the asphalt and the colorful plastic bottles.",
+          "Full bright sunlight returns to clearly reveal the car tire resting heavily on the flattened yellow, green, and blue bottles which are leaking colorful slime, while the red bottle remains perfectly unburst nearby."
+        ]
+      }
+    },
+    "original_task_id": "a00563_01823",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00565_01236_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand holds a small glass jar filled with red and black beads, shaking it slightly above the sandy ground in front of a bright pink cardboard castle featuring two arched doorways and an orange picket fence.",
+          "The overhead artificial lights begin to flicker and dim rapidly, causing the vibrant pink of the castle walls and the orange fence to desaturate while shadows deepen around the arches.",
+          "The scene is enveloped in heavy darkness, rendering the pink cardboard house and the orange picket fence almost invisible, with only faint outlines of the sandy terrain and the toy structure remaining.",
+          "Illumination slowly returns to the scene, lifting the darkness to reveal the texture of the sand and the bright pink bricks of the castle as the visibility improves steadily.",
+          "The lighting is fully restored, clearly showing red and black pellets scattered on the sand and inside the left archway of the pink cardboard house after spilling from the glass jar."
+        ]
+      }
+    },
+    "original_task_id": "a00565_01236",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00581_00452_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up shot shows a dark, inclined rubber conveyor belt transporting scattered clumps of brown earth and fibrous debris upwards, set against a backdrop of a large white silo and rusty metal framework under bright sunlight.",
+          "As the belt carries the brown debris upward, heavy storm clouds suddenly roll in front of the sun, causing the bright lighting on the white silo to dim and casting deep shadows over the machinery.",
+          "The scene is plunged into deep shadow as the clouds completely block the sun, leaving the inclined conveyor belt and the moving clumps of earth barely visible in the gloom.",
+          "The heavy storm clouds begin to drift away, allowing sunlight to return and gradually brighten the dark rubber belt and the scattered debris moving toward the processing area near the white tanks.",
+          "The lighting fully recovers to bright daylight, clearly revealing scattered clumps of fibrous material moving up the inclined black conveyor belt toward the processing machinery near the large white storage tanks."
+        ]
+      }
+    },
+    "original_task_id": "a00581_00452",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00607_01039_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a sunlit outdoor area, a person stands ready to swing a hatchet down onto a vertically positioned piece of split wood on a large tree stump, with a second axe already embedded in the wood nearby.",
+          "As the person begins the downward swing of the hatchet, heavy grey storm clouds rapidly move in, causing the sunlight to dim significantly while shadows deepen across the wood chips scattered on the stump.",
+          "The scene is engulfed in deep shadow as the storm clouds completely obscure the sun, rendering the vertical wood piece and the embedded axe almost invisible against the dark tree stump.",
+          "The heavy clouds start to break apart, allowing patches of sunlight to return and gradually illuminate the wood shavings on the stump and the snout of the dog watching from the right.",
+          "Under fully restored natural light, a new cylindrical log now lies horizontally on the tree stump beside the upright pointed wood, while the axe remains stuck in the stump nearby."
+        ]
+      }
+    },
+    "original_task_id": "a00607_01039",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00608_00021_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a brightly lit food processing area with brown tiled floors, a person begins pouring a steady stream of white milk from a container into a large stainless steel mixing bowl positioned under a yellow industrial mixer arm.",
+          "As the white liquid continues to flow into the bowl, the overhead artificial lights suddenly flicker and dim, causing shadows to deepen around the yellow mixer stand and the nearby yellow jerrycan while the scene's colors start to fade.",
+          "The lights switch off completely, plunging the kitchen into darkness where the stainless steel bowl and the yellow mixer arm are barely visible as faint silhouettes against the dark background of the room.",
+          "The overhead lights buzz and flicker back on, gradually restoring illumination to the room and revealing the details of the brown tiled floor and the diamond-plate metal step as the brightness returns.",
+          "Fully illuminated once again, the scene shows the result of the action: the large stainless steel mixing bowl now contains a high volume of white milk, filling the vessel significantly beneath the yellow mixer."
+        ]
+      }
+    },
+    "original_task_id": "a00608_00021",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00629_00640_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hockey player in a black jersey with the number 6 skates across the gleaming white ice, stickhandling the puck while two opponents in white jerseys with red accents pursue him from the right.",
+          "Suddenly, the bright overhead arena lights begin to flicker violently, casting deepening shadows across the ice as the illumination starts to drop and the colors of the jerseys begin to desaturate.",
+          "The arena plunges into near-total darkness as the main power cuts out, leaving only faint ambient light that barely reveals the silhouettes of the players sliding on the ice.",
+          "The overhead lights surge back to life with a buzz, gradually illuminating the scene again as the players' forms emerge from the shadows and the ice regains its bright white appearance.",
+          "With the lighting fully restored, the camera reveals the aftermath: the player in the black jersey lies on his back near the boards holding his stick up in the air, while the opponents stand nearby."
+        ]
+      }
+    },
+    "original_task_id": "a00629_00640",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00637_00239_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A player wearing a black jersey with the number 7 runs across a grid of blue and black trampolines in a brightly lit indoor arena, while other players prepare to throw red dodgeballs in the background.",
+          "The bright overhead arena lights suddenly flicker and begin to dim, casting deepening shadows across the blue trampoline mats as the vibrant colors of the red dodgeballs and player uniforms start to fade into gray.",
+          "The facility plunges into near-total darkness as the main power cuts out, leaving the trampoline grid barely visible under faint ambient light while the players' diving movements are completely obscured by the heavy shadows.",
+          "The overhead lights flicker back to life, gradually illuminating the blue mats and revealing the scattered red balls as visibility returns to the indoor sports arena, bringing the shapes of the players back into focus.",
+          "With the lighting fully restored, the scene shows a player in a white shirt lying prone on the blue mat, while two opponents in black shirts crouch and stand nearby amidst several red dodgeballs resting on the surfaces."
+        ]
+      }
+    },
+    "original_task_id": "a00637_00239",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00648_00373_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a dusty outdoor arena backed by a grassy hill lined with spectators behind red fencing and a white tent, a beat-up white SUV and a dark pickup truck sit on the track under a grey sky.",
+          "Dark storm clouds rapidly gather overhead, causing the ambient light to fade quickly as shadows lengthen across the dirt track and the crowd of onlookers watching from the embankment near the white tent.",
+          "The arena is engulfed in deep shadow as the storm completely blocks the sun, rendering the damaged vehicles and the spectators on the hill barely visible in the heavy gloom surrounding the dirt track.",
+          "The thick cloud cover begins to dissipate, allowing natural light to return and slowly brighten the scene, bringing the details of the dirt mounds and the stationary vehicles back into focus.",
+          "Now fully lit by the returning sun, the scene shows the final aftermath where a damaged white truck and a car labeled Wilton rest near a dirt mound, while a red and white van in the foreground emits thick white smoke."
+        ]
+      }
+    },
+    "original_task_id": "a00648_00373",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00651_00392_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Turbulent ocean waves crash forcefully over dark, submerged rocks, churning the water into thick white foam and spray as the sea surges and rolls continuously under bright natural sunlight.",
+          "Sudden heavy storm clouds roll rapidly across the sky, causing the bright sunlight to fade and the vibrant white foam to desaturate into a duller grey as shadows deepen over the churning water.",
+          "The scene plunges into near-total darkness as the storm clouds completely block the sun, leaving only the faint, ghostly outlines of the churning white foam barely visible against the black water.",
+          "The heavy storm clouds begin to part, allowing shafts of sunlight to pierce through and gradually illuminate the swirling water, bringing back the contrast between the dark rocks and the brightening foam.",
+          "Sunlight fully returns to reveal the aftermath, where churning white foam and turbulent seawater wash over dark, submerged rocks, creating a swirling mix of froth and dark water across the surface."
+        ]
+      }
+    },
+    "original_task_id": "a00651_00392",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00651_01301_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Bright sunlight glints off the dark green water as turbulent white foam begins to churn and bubble vigorously, creating a splashing wake that continuously expands and mixes with the surrounding ripples.",
+          "Heavy grey storm clouds rapidly roll across the sky, causing the bright sunlight to fade and the sparkling reflections on the water to dim as shadows deepen over the churning foam.",
+          "The scene plunges into near-total darkness as the thick cloud cover completely blocks the sun, leaving only faint, ghostly outlines of the churning white foam barely visible against the dark water.",
+          "The heavy cloud cover begins to break apart, allowing shafts of sunlight to pierce through and gradually illuminate the water surface, making the texture of the foam visible again.",
+          "Bright sunlight fully returns to the scene, clearly illuminating the textured, frothy wake of white foam that has now spread across the water's surface, contrasting with the smoother dark green water nearby."
+        ]
+      }
+    },
+    "original_task_id": "a00651_01301",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00669_00267_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black car tire rests on a wooden ramp labeled 'Super Crush' on an asphalt road, positioned next to a cut watermelon half and a green watermelon dome amidst scattered red pulp under bright sunlight.",
+          "As the tire begins to roll off the ramp, heavy storm clouds rapidly roll in, causing the sunlight to fade and shadows to deepen across the asphalt and the waiting watermelons.",
+          "The scene plunges into darkness as the tire slowly crushes the first watermelon half, with the red pulp and green rinds becoming barely visible silhouettes against the dark, textured road surface.",
+          "The clouds begin to part and sunlight flickers back, gradually illuminating the crushed remains of the first fruit as the tire moves forward to approach the second watermelon half.",
+          "Full daylight returns to reveal the tire has flattened both watermelon halves against the asphalt, leaving a wide scatter of red pulp, juice, and broken green rinds across the road surface."
+        ]
+      }
+    },
+    "original_task_id": "a00669_00267",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00670_00049_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black bucket swing hangs suspended by chains over a bright green rubberized playground surface, casting a sharp, oscillating shadow that mimics the swing's back-and-forth motion under bright sunlight.",
+          "As heavy grey storm clouds begin to roll overhead, the bright sunlight fades, causing the vibrant green of the playground surface to dull and the sharp shadow of the swinging bucket to soften and lose its contrast.",
+          "The scene plunges into near-total darkness as the storm clouds completely block the sun, leaving only the faint, ghostly silhouette of the swing's shadow barely visible against the darkened green ground.",
+          "The heavy clouds begin to part, allowing beams of sunlight to break through and gradually illuminate the playground, bringing back the vibrant green hue of the safety surface and sharpening the shadow of the swing once more.",
+          "With the sunlight fully restored, the view reveals two empty black bucket swings hanging above the green surface, where one swing blurs in the foreground while the other hangs in the background, both casting sharp shadows."
+        ]
+      }
+    },
+    "original_task_id": "a00670_00049",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00670_00871_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person's hand grips a long wooden staff, poised to strike a shiny metal helmet resting on a yellow foam block atop a wooden post, with chainmail hanging down, set against a background of dense green foliage and trees.",
+          "As the staff swings toward the helmet, heavy storm clouds rapidly roll in from the background, causing the natural light to dim significantly and the green leaves to lose their vibrancy as shadows deepen across the scene.",
+          "The scene plunges into near-total darkness as the storm blocks out the sun, leaving only the faint silhouette of the wooden post and the glint of the metal helmet barely visible in the gloom while the strike connects.",
+          "The heavy clouds begin to part and sunlight filters back through the trees, gradually illuminating the wooden post and revealing the yellow foam block wedged inside the helmet as visibility returns to the area.",
+          "With the lighting fully recovered to bright daylight, the camera clearly shows the aftermath: a yellow block of foam is wedged diagonally inside the dented metal helmet atop the wooden post, with the chainmail still hanging down the side."
+        ]
+      }
+    },
+    "original_task_id": "a00670_00871",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00673_00334_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A man wearing a grey t-shirt with an American flag graphic and a camouflage cap stands in a grassy field, aiming a large silver revolver at two green watermelons resting on a white folding table under bright natural sunlight.",
+          "As the man holds the silver revolver steady, heavy grey storm clouds suddenly roll in, casting deepening shadows across the grass and causing the vibrant green of the trees and watermelons to desaturate as the light level drops.",
+          "The scene plunges into near-total darkness as the thick cloud cover completely blocks the sun, rendering the man's silhouette and the white table barely visible against the dark grey surroundings with only faint outlines discernible.",
+          "The heavy cloud cover begins to break and part, allowing shafts of sunlight to return and gradually illuminate the grassy area again, making the man's grey shirt and the white table clearer as colors regain vibrancy.",
+          "With the lighting fully restored to bright daylight, the camera reveals the aftermath: the two watermelons are obliterated, leaving the white table covered in pink pulp and green rind fragments with debris scattered on the grass."
+        ]
+      }
+    },
+    "original_task_id": "a00673_00334",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00676_01135_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A brown-haired doll wearing a white shirt and blue shorts sits on a blue plastic swing seat suspended by rusty metal chains, swinging gently back and forth over a black rubber mat in a gravel playground under natural daylight.",
+          "Dark storm clouds rapidly roll in, casting long, deepening shadows across the gravel playground as the sunlight begins to fade, causing the blue swing seat and the doll's white shirt to lose their brightness while the pink poles in the background start to desaturate.",
+          "The playground is plunged into near-total darkness as the heavy storm clouds completely block out the sun, leaving only the faint, ghostly outline of the doll on the swing and the dark shape of the rubber mat beneath barely discernible in the gloom.",
+          "The storm clouds begin to part, allowing shafts of light to return to the playground, making the blue swing seat and the doll's features gradually visible again as the shadows recede and the colors of the surrounding gravel and pink poles start to brighten.",
+          "The lighting has fully recovered to bright daylight, clearly revealing the brown-haired doll sitting upright on the blue swing seat, suspended by metal chains and positioned slightly forward in its arc over the black ground mat."
+        ]
+      }
+    },
+    "original_task_id": "a00676_01135",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00677_00528_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A large green tank smashes through a brick building facade, its metal tracks grinding over wooden beams and rubble while a white box labeled \"NEHI\" tumbles amidst the debris under bright sunlight.",
+          "As the tank continues to crush the structure, heavy gray storm clouds rapidly roll in, casting deep shadows over the green armor and causing the bright colors of the debris to desaturate quickly.",
+          "The scene plunges into near-total darkness as the storm clouds completely block the sun, leaving only the faint, shadowy silhouette of the tank's treads and the vague outline of the collapsing brick wall visible.",
+          "The heavy clouds begin to part, allowing shafts of sunlight to pierce through the gloom and gradually illuminate the tank's hull, the scattered wooden beams, and the dust motes dancing in the air once more.",
+          "The lighting fully recovers to reveal the green tank halted amidst a pile of thick dust and rubble, having completely crushed through the remaining brick wall and wooden beams of the destroyed structure."
+        ]
+      }
+    },
+    "original_task_id": "a00677_00528",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00679_00874_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "The red toy fire truck lies upside down in the sandy ditch, its wheels spinning slightly as taut ropes connect it to the black jeep and blue ATV positioned on the upper ridge, all under bright, clear sunlight illuminating the rocky terrain.",
+          "As the towing action continues, heavy storm clouds suddenly roll in, casting rapidly deepening shadows across the dirt embankment and causing the vibrant colors of the vehicles to desaturate while the ropes remain tense.",
+          "The scene plunges into near-total darkness as the storm clouds completely block the sun, leaving only the faint, shadowy outlines of the red truck in the ditch and the rescue vehicles on the ridge barely discernible against the gloom.",
+          "The heavy clouds begin to part, allowing shafts of sunlight to gradually pierce through the gloom, revealing the red fire truck beginning to rotate upwards as the ropes pull it closer to the sandy edge of the ditch.",
+          "Bright sunlight fully returns to the scene, clearly revealing the red fire truck now pulled upright and resting tilted backward against the sandy ditch wall, still connected by the taut rope to the black jeep and blue ATV waiting above."
+        ]
+      }
+    },
+    "original_task_id": "a00679_00874",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00705_00059_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up static shot of a black non-stick pan filled with yellow liquid eggs, where a wooden spatula rests on the left side and white popcorn pieces are just beginning to accumulate on the surface under steady indoor lighting.",
+          "The overhead kitchen lights begin to flicker and dim, causing the vibrant yellow of the eggs to lose its intensity and shadows to deepen around the rim of the black pan as the wooden spatula continues to stir.",
+          "The scene plunges into near-total darkness, with only faint, indistinguishable outlines of the pan and the wooden utensil visible in the gloom as the cooking process is momentarily obscured by the lack of light.",
+          "The kitchen lights flicker back on, gradually restoring illumination to the pan and revealing the texture of the mixture as the wooden spatula resumes its stirring motion in the recovering light.",
+          "The lighting has fully recovered to reveal the final state, where fluffy white popcorn is thoroughly scattered throughout the yellow liquid egg mixture inside the black pan, actively being stirred by the wooden spoon."
+        ]
+      }
+    },
+    "original_task_id": "a00705_00059",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00743_01705_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a bright forest clearing, a player in a red patterned shirt throws a yellow disc toward a metal basket while a cameraman in blue shorts records the shot on a tripod.",
+          "As the yellow disc arcs through the air, sudden heavy storm clouds roll in overhead, causing the natural light to dim and the green forest colors to desaturate quickly.",
+          "The scene is engulfed in deep shadow as the storm completely blocks the sun, rendering the throwing player and the blue pole of the basket barely visible in the gloom.",
+          "The heavy clouds begin to break apart, letting sunlight filter back through the trees and slowly brightening the scene to reveal the metal chains of the disc golf target.",
+          "The lighting fully recovers to show the yellow disc hovering in mid-air near the top band and chains of the disc golf basket, poised to land against the green forest backdrop."
+        ]
+      }
+    },
+    "original_task_id": "a00743_01705",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00744_00415_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Two large clear balloons tied together and filled with vibrant multicolored water beads sit on the wet concrete ground next to a black car tire, poised for the heavy vehicle to roll directly over them.",
+          "The overhead garage lights begin to flicker and dim rapidly, causing the vibrant colors of the water beads to desaturate as shadows deepen and the black tire begins to roll forward over the balloons.",
+          "The lights switch off completely, plunging the area into total darkness where the balloons and tire are barely visible, leaving only the faint, glossy sheen of the wet concrete reflecting the minimal ambient light.",
+          "The overhead lights flicker back on, gradually illuminating the wet surface and revealing the crushed remains of the balloons and the scattered beads spreading across the concrete as visibility returns to the scene.",
+          "The lighting fully recovers to clearly show scattered colorful water beads and shredded pieces of clear balloon rubber covering the wet pavement where the balloons burst near the black tire track."
+        ]
+      }
+    },
+    "original_task_id": "a00744_00415",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00763_00324_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Five green striped watermelons sit in a row on a white folding table backed by stacked wooden beams and dense green foliage, with the far right melon showing the first signs of detonation.",
+          "As the rightmost watermelon begins to burst, heavy storm clouds rapidly roll in over the forest canopy, causing the bright sunlight to fade and shadows to deepen across the white table and wooden beams.",
+          "The scene plunges into near-total darkness as the storm completely blocks the sun, obscuring the table and wooden beams while the violent detonation happens unseen in the blackness.",
+          "The heavy clouds begin to part and sunlight returns, gradually illuminating the white table and the wooden beams again as the mist of the explosion starts to become visible in the returning light.",
+          "Full daylight returns to reveal three intact watermelons on the left side of the table, while the two rightmost melons have been obliterated, spraying red flesh and green rind across the white table surface."
+        ]
+      }
+    },
+    "original_task_id": "a00763_00324",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00776_00048_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A doll with tan legs rhythmically jumps up and down on a small, round pink trampoline with a white mesh center, situated on a white marble-patterned surface. In the background, pink gym equipment bases and stacked pink and yellow hula hoops sit near a wooden dollhouse structure under bright indoor lighting.",
+          "The overhead indoor lighting begins to flicker and dim significantly, casting deepening shadows across the white surface as the doll continues to bounce on the pink trampoline. The vibrant colors of the pink and yellow hula hoops in the background start to desaturate and lose their brightness.",
+          "The room plunges into near-total darkness, leaving only faint, ghostly outlines of the pink trampoline visible against the darkened surface. The jumping doll is completely obscured by the heavy shadows, and the background toys like the green ball and hula hoops are barely discernible in the gloom.",
+          "The overhead lights flicker back on, gradually illuminating the scene and revealing the white marble surface once more. As the brightness returns, the pink trampoline becomes clearly visible again, but the jumping doll is no longer present on the mesh.",
+          "With the lighting fully restored to its original brightness, the camera clearly shows the small pink trampoline sitting empty on the white surface. The doll has vanished completely, leaving only the stationary pink and yellow hula hoops and the wooden background structure visible in the well-lit room."
+        ]
+      }
+    },
+    "original_task_id": "a00776_00048",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00783_00136_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Two shirtless men stand on the high wooden platform of the makeshift pirate ship, one in black shorts and one in green shorts leaning on the railing, under a bright overcast sky with a tattered skull flag hanging from the mast.",
+          "The bright white sky begins to darken rapidly as heavy, ominous storm clouds roll in from the horizon, casting deepening shadows across the wooden railing and the men on the deck.",
+          "The scene is plunged into near-total darkness as the storm clouds completely block out the sunlight, leaving only the faint, shadowy silhouette of the wooden mast and the tattered flag barely visible against the gloom.",
+          "The heavy cloud cover begins to break apart, allowing shafts of daylight to filter back through, gradually illuminating the rough wooden railing and the red-painted base of the platform as the storm passes.",
+          "The lighting fully recovers to normal daylight, revealing the smiling man with wet dark hair submerged up to his shoulders in the murky brown water next to the red-painted wooden base of the platform."
+        ]
+      }
+    },
+    "original_task_id": "a00783_00136",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00785_00180_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up static shot focuses on the rough, scarred grey surface of a heavy anvil with a square hardy hole visible on the left, as a hammer begins striking a glowing orange metal rod placed on top.",
+          "The overhead workshop lights suddenly flicker and begin to dim, causing the bright specular highlights on the anvil's scratched top surface to fade while shadows deepen around the hammer and the heating metal.",
+          "The scene plunges into near-total darkness, obscuring the details of the anvil and the hammering action, leaving only a faint, dying orange ember glow from the hot metal rod visible in the blackness.",
+          "The workshop lights buzz and flicker back on, gradually restoring visibility to the scene and revealing the rough texture of the anvil's side and the small decorative metal casting attached near the base.",
+          "With the lighting fully recovered, the camera clearly shows the result of the work: the metal rod now rests on the anvil, flattened at one end into a tapered, leaf-like shape amidst scattered blue scale flakes."
+        ]
+      }
+    },
+    "original_task_id": "a00785_00180",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00786_00064_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static top-down shot captures a blue pool table where a hand wearing a black glove aims a wooden cue stick at the white cue ball near the bottom left, surrounded by scattered colored balls.",
+          "The overhead artificial lights suddenly begin to flicker and dim, causing the shadows on the blue felt to deepen and the colors of the pool balls to desaturate as the cue stick strikes forward.",
+          "The scene is plunged into heavy darkness as the lights fail completely, hiding the pool table and the moving balls in deep shadow with only the faint outline of the table frame visible.",
+          "The lighting system sputters back to life, slowly washing over the table and revealing the blue felt once more as the dimness recedes and details of the scattered balls reappear.",
+          "With the lights fully restored, the black eight-ball is visible inside the top-left corner pocket, the white cue ball rests against the bottom-left rail, and the red ball lies near the right cushion."
+        ]
+      }
+    },
+    "original_task_id": "a00786_00064",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00786_01466_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static top-down shot captures a blue felt pool table where a player in a blue shirt aims a cue stick at the white ball, preparing to break the racked colorful balls on the left.",
+          "The bright overhead lights begin to flicker and dim rapidly, casting long, deepening shadows across the grey rails and causing the vibrant blue felt to lose its saturation as the scene darkens.",
+          "The lights cut out completely, plunging the pool table into near-total darkness where only the faint, ghostly outline of the scattered balls and the player's arm are barely visible against the black void.",
+          "The overhead lights flicker back to life, gradually illuminating the scene and revealing the colorful balls rapidly scattering across the table as the brightness fully restores the vivid blue surface.",
+          "With the lighting fully recovered, the camera clearly shows the aftermath of the break shot, with colorful billiard balls scattered chaotically across the blue felt and the white cue ball resting near the bottom center."
+        ]
+      }
+    },
+    "original_task_id": "a00786_01466",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00786_02269_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a brightly lit indoor bowling arena, a bowler wearing a white jersey with 'Weber Cup' and 'Loba' logos is captured in mid-stride, releasing a black bowling ball down the polished wooden lane while spectators watch from the background stands.",
+          "The bright overhead arena lights suddenly flicker and begin to dim rapidly, casting long, deepening shadows across the wooden lane as the bowler follows through with his release and the black ball gains speed toward the pins.",
+          "The stadium lights cut out completely, plunging the bowling alley into near-total darkness where only the faint, ghostly outlines of the scattering pins and the bowler's silhouette are barely visible against the dark backdrop of the audience area.",
+          "The overhead lights flicker back on with a surge of brightness, gradually illuminating the lane again to reveal the aftermath of the throw as the pins finish tumbling and the scene becomes clear.",
+          "With the lighting fully restored to its original brightness, the camera clearly shows the final result on the wooden lane: most of the white pins with red stripes are scattered in the pit, while a single white pin with red stripes remains standing upright on the far right side."
+        ]
+      }
+    },
+    "original_task_id": "a00786_02269",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00787_00007_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blue balloon drops into the frame onto the worn, peeling wooden floorboards, bouncing rhythmically under steady indoor lighting that highlights the rough texture and scuffed surface of the planks.",
+          "The overhead lights begin to flicker erratically, casting deepening shadows across the uneven floorboards as the blue balloon continues to bounce, its vibrant color starting to desaturate in the failing illumination.",
+          "The room plunges into near-total darkness, with only faint, ambient glimmers revealing the vague silhouette of the blue balloon as it barely rebounds against the shadowed, textured floorboards.",
+          "The lights flicker back to life, gradually illuminating the scene again as the blue balloon settles, the details of the peeling paint on the floorboards slowly becoming clear once more.",
+          "Under fully restored, steady lighting, the blue balloon lies completely still on the worn wooden floorboards, resting quietly on the surface with peeling paint where the rhythmic bouncing has finally ceased."
+        ]
+      }
+    },
+    "original_task_id": "a00787_00007",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00787_00493_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person wearing black track pants and white sneakers performs freestyle tricks with a black, green, and red patterned soccer ball on a concrete patio bordered by a light brick wall and a brown wooden gate.",
+          "As the person maneuvers their leg around the ball, sudden heavy storm clouds roll overhead, causing the ambient light to drop rapidly and casting deep, dramatic shadows against the light brick wall.",
+          "The scene plunges into deep twilight as the clouds completely obscure the sun, rendering the patio almost black where only the faint outline of the potted rosemary plant and the player's legs are visible.",
+          "The storm clouds begin to break apart, allowing bright natural light to wash back over the scene, slowly illuminating the texture of the concrete ground and the details of the brown wooden gate.",
+          "The lighting returns to full brightness, revealing the final moment where the person balances on their left leg with their right foot extended, having just launched the colorful soccer ball into mid-air above the patio."
+        ]
+      }
+    },
+    "original_task_id": "a00787_00493",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00814_00048_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A vertical bandsaw blade steadily cuts through a thick, curved piece of lumber, following a blue marker line while sawdust accumulates on the black work surface under bright workshop lights.",
+          "The overhead fluorescent lights suddenly begin to flicker and dim, causing the shadows around the bandsaw blade and the thick curved lumber to deepen as the scene loses brightness.",
+          "The workshop plunges into near-total darkness, leaving the bandsaw blade and the curved piece of lumber barely visible as faint silhouettes against the black work surface covered in sawdust.",
+          "The artificial lighting flickers back on, gradually revealing the texture of the wood and the scattered sawdust on the black table as the scene emerges from the darkness, restoring visibility to the workshop.",
+          "With the lighting fully recovered, the curved wooden beam stands vertically against the band saw blade, which has sliced along the blue guideline, nearly separating a thin strip of wood amidst scattered sawdust."
+        ]
+      }
+    },
+    "original_task_id": "a00814_00048",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00815_00446_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skateboarder wearing a white t-shirt and black pants performs a grind along a metal railing on a city street, with parked cars and storefronts visible in the background under bright natural daylight.",
+          "The natural lighting begins to drop rapidly as heavy grey storm clouds roll in over the street, causing shadows to deepen and the vibrant colors of the parked cars and storefronts to desaturate.",
+          "The scene plunges into near-total darkness as the dense storm clouds completely block the sun, leaving only the faint, ghostly outline of the metal railing and the skateboarder barely visible in the deep gloom.",
+          "The lighting begins to return as the heavy storm clouds start to part, gradually illuminating the street scene again and revealing the skateboarder near the metal railing as the colors of the surroundings start to pop back.",
+          "The lighting has fully recovered to bright daylight, clearly showing the skateboarder lying on the paved ground propping himself up with his hands, while his skateboard rests upside down with wheels facing up near the base of a tree."
+        ]
+      }
+    },
+    "original_task_id": "a00815_00446",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00815_00919_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skateboarder with long hair rides toward a metal rail on a concrete pavement, with blue double doors visible in the background under a covered walkway illuminated by bright daylight.",
+          "The bright daylight begins to fade rapidly as heavy storm clouds roll in, deepening the shadows around the metal rail and causing the scene's colors to desaturate.",
+          "The area is plunged into near-total darkness, obscuring the skateboarder's movements and leaving only the faint outlines of the building's structure and the rail visible in the gloom.",
+          "The storm clouds start to break, allowing light to filter back in and gradually revealing the concrete ground and the aftermath of the skateboarder's attempt.",
+          "The lighting returns to full brightness, clearly showing the skateboarder lying on his stomach on the concrete, propping himself up with his hands, while his skateboard rests on its wheels nearby to his left."
+        ]
+      }
+    },
+    "original_task_id": "a00815_00919",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00872_01459_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static shot shows a gray concrete block standing upright on a wooden surface against a plywood backdrop, with a pile of rubble to the left, illuminated by bright sunlight.",
+          "Sudden heavy storm clouds roll in, rapidly dimming the sunlight and casting deep shadows over the standing concrete block and the plywood wall as the scene darkens.",
+          "The scene is plunged into near-total darkness by the thick clouds, rendering the violent shattering of the concrete block barely visible as jagged fragments and dust launch into the gloom.",
+          "The storm clouds begin to part, allowing beams of sunlight to gradually return and illuminate the table surface, revealing the settling dust and the damaged block.",
+          "Full sunlight returns to reveal the final state: the concrete block now features a jagged, shattered top edge, surrounded by settling dust clouds and scattered concrete debris fragments across the table surface."
+        ]
+      }
+    },
+    "original_task_id": "a00872_01459",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00903_00032_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A young man in a purple beanie and black sweatshirt rides a light blue BMX bike down a paved road towards a low metal rail near a red brick building, preparing to jump.",
+          "As the rider approaches the rail, the natural daylight suddenly dims as heavy grey storm clouds roll in, casting deep shadows and desaturating the colors of the green utility box and the brick wall.",
+          "The scene plunges into near-total darkness, obscuring the rider's attempt to grind the rail; only faint silhouettes of the bike frame and the metal railing are barely visible against the dim surroundings.",
+          "The heavy clouds begin to part and daylight flickers back into the scene, gradually revealing the asphalt street surface and the aftermath of the failed trick near the black trash can.",
+          "With full lighting restored, the rider is seen sitting on the concrete curb beside the road clutching his leg in pain, while his light blue bicycle leans precariously against the metal railing nearby."
+        ]
+      }
+    },
+    "original_task_id": "a00903_00032",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00903_00080_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person in a black shirt and white pants stands on a high concrete ledge next to a grey building with horizontal siding and large glass windows, while a camera on a tripod records from the left.",
+          "As the figure prepares to move, heavy storm clouds suddenly roll in, causing the natural sunlight to fade rapidly and shadows to deepen around the grey siding and the tripod standing on the pavement.",
+          "The scene plunges into near-total darkness as the storm clouds completely block the sun, obscuring the action on the ledge and hiding the details of the building's glass windows and the concrete ground in deep shadow.",
+          "The heavy clouds begin to part and sunlight returns, gradually revealing the pavement below the ledge where the rider has landed, bringing the grey wall and the recording equipment back into view.",
+          "With the lighting fully recovered, the camera clearly shows a person lying on the pavement clutching their leg in pain near the base of the ledge, while a bicycle rests on its side on the ground nearby."
+        ]
+      }
+    },
+    "original_task_id": "a00903_00080",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00909_00861_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A female pitcher in a white t-shirt and maroon pants throws a yellow softball towards a batter in a black jacket, with a chain-link fence and green padding visible in the background.",
+          "The natural lighting begins to drop significantly as thick storm clouds gather overhead, darkening the dirt infield and causing the figures of the players to lose definition against the fence.",
+          "The scene becomes almost completely dark as the heavy clouds blot out the sun, hiding the chain-link fence and the players in deep shadow, leaving only faint silhouettes visible.",
+          "The lighting starts to return as the cloud cover thins, gradually revealing the texture of the dirt field and the green padded wall behind home plate once more.",
+          "The lighting fully recovers to reveal a young man in a red cap and black hoodie lying on his back on the dirt infield, laughing while clutching a baseball glove to his chest near the green padding."
+        ]
+      }
+    },
+    "original_task_id": "a00909_00861",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00923_00451_dimming",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blacksmith wearing a thick, dirty quilted jacket and blue pants uses long tongs to hold a glowing red metal piece on an anvil, using a metal bar to bend the heated arms.",
+          "The overhead workshop lights suddenly begin to flicker and dim, causing the shadows around the anvil and the blacksmith's textured jacket to deepen rapidly as the room loses illumination.",
+          "The scene plunges into heavy darkness as the lights fail completely, obscuring the blacksmith's blue pants and leaving only the faint, pulsating glow of the hot metal visible against the dark anvil.",
+          "The artificial lighting sputters and begins to return, casting a growing glow over the workshop debris and gradually revealing the blacksmith's white glove and the metal tools resting nearby.",
+          "The lighting fully recovers to reveal the final result: the red-hot metal piece is now bent into a distinct forked shape with curved prongs, held securely by tongs over the anvil surface."
+        ]
+      }
+    },
+    "original_task_id": "a00923_00451",
+    "category": "casual",
+    "subcategory": "dimming",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00000_00698_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A bright red ceramic piggy bank sits centered on a glossy black reflective surface against a stark white background, just as a heavy metal hammer swings into the frame from the right, poised to strike the smooth ceramic flank.",
+          "A large, billowing white studio cloth enters rapidly from the left edge of the frame, drifting inward to partially obscure the view of the red piggy bank and the incoming hammer just before impact.",
+          "The white fabric completely fills the frame, hiding the piggy bank and the destructive action entirely, leaving only the soft folds and bright white texture of the cloth visible against the studio lighting.",
+          "The white cloth begins to retract and slide out towards the right side of the frame, revealing glimpses of the aftermath underneath as the fabric clears the central view.",
+          "With the white cloth fully gone, the camera reveals the red piggy bank shattered into large red and white ceramic shards scattered across the reflective surface, with coins spilling out amidst the debris near the resting hammer."
+        ]
+      }
+    },
+    "original_task_id": "a00000_00698",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00027_00216_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A bundle of red and white striped candy canes tied with a pale ribbon stands upright on a dark, textured surface, while a sledgehammer descends rapidly from the top edge toward the candy.",
+          "A person wearing a black shirt enters from the left edge, their torso moving steadily across the foreground to partially block the view of the candy canes and the hammer striking down.",
+          "The person's black shirt dominates the entire frame, completely obscuring the candy canes and the table surface, preventing any view of the shattering action happening behind them.",
+          "The person in the black shirt moves toward the right edge, slowly unveiling the scene as the gap widens to show the dark surface beneath.",
+          "The person has fully exited the frame, leaving a clear view of shattered red and white candy cane fragments scattered across the dark surface, with the crumpled ribbon lying near the hammer."
+        ]
+      }
+    },
+    "original_task_id": "a00027_00216",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00043_00428_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A large, shiny stainless steel bowl sits centrally on a dark, flat surface, reflecting the bright daylight, while a stream of white granular substance begins to pour into it from the right side, near a person's leg clad in khaki pants.",
+          "A person wearing a dark garment enters from the right edge, moving leftward across the foreground and beginning to block the view of the stainless steel bowl and the stream of white grains.",
+          "The dark garment of the passing person completely fills the frame, obscuring the bowl and the pouring action entirely, with only the rough, reddish wall and wire mesh visible in the upper background above their shoulder.",
+          "The person continues their path to the left, their dark clothing moving out of the frame to reveal the stainless steel bowl again, where the white granular substance is now visibly piling up inside.",
+          "The occluding figure has fully exited to the left, revealing the final state where the large stainless steel bowl rests on the dark surface, now containing a substantial mound of the white granular powder."
+        ]
+      }
+    },
+    "original_task_id": "a00043_00428",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00043_01032_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A top-down shot captures a large stainless steel bowl of white flour on a light wood table, where a hand holds a small brown jar and starts pouring granular brown powder into the mound.",
+          "A person wearing a dark blue shirt enters from the left edge, their body moving across the foreground and starting to block the view of the bowl and the pouring hand.",
+          "The person's dark blue shirt completely covers the frame, hiding the bowl and the action entirely, leaving only the fabric and the edge of the wooden table visible at the periphery.",
+          "The person moves further right, and the dark fabric slides away, gradually revealing the metal bowl and the flour mixture underneath as the obstruction clears the scene.",
+          "With the person fully gone, the view returns to the metal bowl on the wooden table, showing a hand mixing the granular yeast into the white flour and tossing the ingredients together."
+        ]
+      }
+    },
+    "original_task_id": "a00043_01032",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00089_00763_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A low-angle shot shows a person crouching on the left amidst dry, brown grass, gripping a white Discraft disc, with dark trees and a soft evening sky visible in the background.",
+          "A large dog with dark fur runs into the frame from the left side, its body moving close to the lens and beginning to block the view of the crouching person and the disc.",
+          "The dog's torso and legs completely dominate the foreground, fully obscuring the person and the field behind it, filling the screen with moving fur and paws against the low perspective.",
+          "The dog exits the frame to the right, its tail and hind legs clearing the view, allowing the dry grass field to reappear as the white disc comes into focus rolling forward.",
+          "The scene is clear again, showing the white Discraft disc rolling large and blurred in the bottom right foreground across the dry grass, while the person now stands upright near a basket in the distance."
+        ]
+      }
+    },
+    "original_task_id": "a00089_00763",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00092_00591_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "On a bright blue hard court marked with crisp white lines, a female tennis player in a yellow top and dark skirt is captured mid-air, preparing to strike a yellow tennis ball.",
+          "A ball person wearing a dark blue uniform runs into the frame from the left side, their blurred figure beginning to obscure the lower portion of the court and the player's white shoes.",
+          "The ball person completely dominates the foreground, their moving limbs and dark blue clothing filling the entire view and effectively blocking out the tennis player and the bright blue court surface behind them.",
+          "The ball person continues running toward the right edge of the frame, their body sliding out of view to gradually reveal the blue court surface and the distinct white boundary lines underneath once again.",
+          "With the foreground clear again, the camera clearly shows a yellow tennis ball bouncing gently near the white service line on the expansive blue court surface, marking the end of the rally."
+        ]
+      }
+    },
+    "original_task_id": "a00092_00591",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00097_00353_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A shovel with a sturdy wooden handle and black metal blade repeatedly plunges into dark, churning water, violently striking the edge of a thick, blue-tinted sheet of ice near a person's beige winter boot visible on the left side.",
+          "A thick, bare tree branch sways down from the upper right corner, partially obscuring the view of the shovel blade and the splashing water as it strikes the frozen surface near the existing thin twigs.",
+          "The gnarled, brown branch swings fully across the center of the frame, completely blocking the view of the dark water, the wooden handle, and the shattering ice edge, dominating the foreground with its textured bark.",
+          "The heavy branch begins to sway back upwards and to the right, revealing glimpses of the disturbed water and scattered ice shards through the widening gap as the obstruction clears the central view.",
+          "With the branch fully gone, the static camera reveals the jagged, broken edge of the ice sheet and submerged fragments floating in the dark, rippling water, marking the irregular boundary where the tool struck the frozen surface."
+        ]
+      }
+    },
+    "original_task_id": "a00097_00353",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00098_00335_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a brightly lit kitchen setting, a pair of hands cracks white eggs over a large, stainless steel mixing bowl already brimming with dozens of vibrant orange yolks, while a green plastic crate filled with whole eggs sits nearby on the right.",
+          "As the hands continue to tap and break the shells, a person wearing a white apron enters the frame from the right side, their torso slowly moving across the foreground and beginning to obscure the view of the green crate and the metal bowl.",
+          "The person in the white apron continues walking directly in front of the lens, their clothing completely filling the frame and hiding the bowl of yolks, the cracking hands, and the crate of eggs from view entirely.",
+          "The white fabric of the apron shifts towards the left edge of the frame as the person walks away, gradually revealing the stainless steel bowl and the accumulated mixture of raw eggs underneath.",
+          "Once the person has fully exited the frame to the left, the camera clearly shows the large metal pot filled with raw egg yolks and whites, with hands holding two uncracked white eggs above the bowl beside the crate."
+        ]
+      }
+    },
+    "original_task_id": "a00098_00335",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00098_00483_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "On a light wooden butcher block table, a clear glass pie dish holds two raw eggs with bright yellow yolks, while in the background of white kitchen cabinets and a stainless steel sink, a person tilts a small bowl to pour more yolks.",
+          "A person wearing a white shirt enters from the left edge of the frame, their body moving forward to partially block the view of the glass pie dish and the eggs resting on the light wooden table.",
+          "The person in the white shirt stands directly in front of the lens, completely obscuring the wooden table, the glass dish, and the pouring action, filling the frame with their torso while the white kitchen cabinets remain blurred in the background.",
+          "The person in the white shirt walks towards the right side of the frame, gradually revealing the glass pie dish and the wooden surface as the obstruction moves away, allowing light to hit the eggs again.",
+          "Once the person has exited the frame, the glass pie dish is clearly visible on the wooden table, now holding several raw eggs with distinct yellow yolks, while a hand holds the empty small glass bowl nearby."
+        ]
+      }
+    },
+    "original_task_id": "a00098_00483",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00098_01181_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a softly lit kitchen setting, a hand holds a brown egg poised over a clear glass, while a white carton brimming with golden eggs rests on a stack of papers to the left.",
+          "A person wearing a dark shirt enters from the right edge, their torso moving into the foreground and starting to block the view of the glass and the hand holding the egg.",
+          "The person's dark clothing completely dominates the frame, fully obscuring the egg carton, the glass, and the hand, so that no part of the kitchen table or the cracking action is visible.",
+          "The person moves further left and begins to exit the frame, creating a widening gap that reveals the stack of papers and the clear glass sitting on the wooden table surface again.",
+          "Once the person has fully left, the clear glass is shown containing raw egg yolk and white, with a hand holding broken brown eggshells just above it, indicating a second egg has been cracked."
+        ]
+      }
+    },
+    "original_task_id": "a00098_01181",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00102_01345_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A metal mesh strainer hangs above a dark, rustic bowl, filtering a translucent pink liquid that drips in steady streams, creating expanding ripples and clusters of bubbles on the surface of the red juice resting on a wooden surface.",
+          "A person's arm, covered in a soft beige sleeve, slides into the frame from the left, moving across the foreground and starting to obscure the metal strainer and the pool of red juice below.",
+          "The beige sleeve fills the majority of the view, completely blocking the strainer and the bowl, so that only the blurred fabric texture is visible while the straining action is hidden behind the arm.",
+          "The arm in the beige sleeve shifts towards the right edge, gradually pulling away to reveal the dark bowl and the red liquid underneath as the obstruction clears the central area of the shot.",
+          "Once the arm has fully exited the frame, the camera clearly displays the dark bowl filled with vibrant red liquid, its surface shimmering with scattered bubbles and faint ripples where the straining has concluded."
+        ]
+      }
+    },
+    "original_task_id": "a00102_01345",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_00623_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A massive fireball erupts in the center of the frame against a clear blue sky, with bright yellow flames and dark smoke expanding rapidly while metal debris flies outward above a distant tree line.",
+          "A large, leafy branch from a foreground tree swings into the frame from the left edge, beginning to obscure the lower portion of the expanding fireball and the flying shrapnel.",
+          "The thick cluster of green leaves and brown twigs completely fills the screen, blocking the view of the explosion entirely as the wind pushes the heavy vegetation across the static lens.",
+          "The leafy branch begins to swing back towards the right edge of the frame, revealing glimpses of the towering smoke column and falling debris through the widening gaps in the foliage.",
+          "The branch has fully exited the frame, revealing the final state where a towering column of orange fire and thick smoke rises upwards while scattered metal fragments rain down against the blue sky."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00623",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_00691_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "The static aerial view captures a winding river flanked by dense dark green jungle and agricultural plots, where a massive explosion suddenly erupts, launching a towering column of black smoke and fire into the sky.",
+          "A large, dark bird suddenly swoops into the frame from the upper left, its out-of-focus wingspan rapidly expanding to partially block the view of the erupting fire and the winding waterway below.",
+          "The bird's dark, blurry body and fully extended wings dominate the entire foreground, completely obscuring the explosion and the river valley beneath it in a momentary total blackout of the scene.",
+          "The avian intruder continues its trajectory toward the right side of the frame, its trailing feathers dragging across the lens to slowly unveil the devastated landscape and rising smoke once more.",
+          "Once the bird has fully exited the frame, the view is clear again, displaying a massive cloud of white and dark smoke billowing upward while numerous white trails arc radially outward and downward in a starburst pattern."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00691",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_00880_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "The large, angular metal structure rests on a dirt mound in a field of dry grass under an overcast sky, suddenly struck by a violent explosion on its side.",
+          "A dark green utility truck enters the frame from the left foreground, driving steadily across the bottom edge and beginning to obscure the lower portion of the exploding metal structure.",
+          "The truck continues its path until its large, boxy silhouette completely dominates the foreground, fully blocking the view of the fireball and the metal target behind it against the pale sky.",
+          "The utility truck begins to exit the frame to the right, revealing the chaotic aftermath through the widening gap as the vehicle moves out of the line of sight, exposing the smoke.",
+          "Once the vehicle has fully exited to the right, the scene clearly shows a massive fireball and thick black smoke engulfing the left side, scattering debris, while the right angled panel remains standing on the mound."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00880",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_00896_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "The black and white rocket with red USA lettering stands on the pad, surrounded by metal gantries and the structure marked 1 SIDE 4, as massive orange flames suddenly erupt from the engine bells at the base.",
+          "A large, yellow industrial service vehicle drives slowly into the frame from the right, its heavy metal body rising to partially block the view of the violent flames expanding around the launch tower legs.",
+          "The yellow service vehicle moves fully across the foreground, completely hiding the rocket base and the spreading fire behind its tall, solid cabin and cargo bed, leaving only the upper rocket section visible.",
+          "The yellow vehicle begins to exit the frame to the left, slowly unveiling the scene as the intense glow of the fire becomes visible again through the gap behind the truck's rear.",
+          "The vehicle has completely left the view, revealing a massive, blinding cloud of bright orange fire and exhaust that now engulfs the entire launch platform and obscures the metal structures in intense light."
+        ]
+      }
+    },
+    "original_task_id": "a00106_00896",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_01023_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A massive explosion erupts from the large brick manor, sending a towering plume of reddish-brown smoke and debris high into the overcast sky, obscuring the central tower while the lower brick walls remain visible behind the rising dust cloud.",
+          "A large leafy branch from the foreground tree on the left sways violently into the frame, beginning to partially block the view of the rising smoke and the brick building.",
+          "The thick cluster of green leaves and brown twigs fully dominates the center of the frame, completely hiding the burning manor and the billowing smoke behind a dense wall of vegetation.",
+          "The swaying branch begins to retreat back toward the left edge of the frame, revealing glimpses of the dark smoke and the damaged roof structure through the thinning gaps in the leaves.",
+          "The branch has fully exited the frame, revealing the final state where a massive fireball engulfs the manor's roof, sending thick black smoke and flying debris high into the sky above the partially visible lower brick walls."
+        ]
+      }
+    },
+    "original_task_id": "a00106_01023",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00106_01537_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "From a high-angle static perspective, a massive black metal truss structure holds a rocket engine centrally, surrounded by billowing white vapor jets against a backdrop of dusty brown earth and concrete pads, with white storage tanks visible on the right edge.",
+          "A large bird with brown and white feathers suddenly swoops down from the top left, its wings spreading wide as it flies extremely close to the lens, beginning to obscure the view of the white vapor and the black truss structure.",
+          "The bird's outstretched wings and body completely fill the frame, blurring into a soft focus of brown and white feathers that entirely blocks the view of the test stand and the ground, hiding the machinery.",
+          "The bird banks away towards the bottom right, its wings receding to reveal widening gaps of the scene, where the initial white vapor has rapidly ignited into a violent eruption of bright orange flames beneath the black truss.",
+          "With the bird fully gone, the camera clearly shows the rocket engine burning intensely, producing a massive, turbulent cloud of bright orange fire and thick white smoke that engulfs the area beneath the stationary black metal structure."
+        ]
+      }
+    },
+    "original_task_id": "a00106_01537",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00107_00694_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A gloved hand firmly grips a metal chisel against a rapidly spinning block of light-colored wood mounted on a lathe, sending a spray of fine sawdust into the air near a black collection box filled with shavings.",
+          "From the left side of the frame, the dark, dust-covered torso of a fellow worker walks into view, partially obscuring the spinning wooden workpiece and the gloved hand holding the carving tool.",
+          "The fellow worker's body completely fills the frame, blocking the view of the lathe and the carving process entirely, leaving only the texture of their dark, sawdust-dusted clothing visible in the foreground.",
+          "As the fellow worker continues walking to the right, their body begins to slide out of the frame, revealing the smoothing wooden surface and the metal tool rest underneath once again.",
+          "With the worker fully gone, the camera reveals the large wooden workpiece now shaped into a smooth, rounded, bulbous form spinning on the lathe, with thick layers of sawdust covering the stationary gloved hands."
+        ]
+      }
+    },
+    "original_task_id": "a00107_00694",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00112_00847_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Under a bright blue sky with wispy clouds, a white off-road vehicle speeds along a dry dirt track flanked by golden grasses and dark rocky hills, pulling taut on a yellow tow strap that leads toward the camera.",
+          "A large, dry tumbleweed rolls rapidly into the frame from the left edge, its tangled brown branches catching the sunlight as it begins to obscure the lower portion of the speeding vehicle and the dusty trail.",
+          "The massive tumbleweed continues its rapid roll across the foreground, completely filling the lens with its textured, dry vegetation and blocking the view of the white vehicle and the yellow tow strap entirely.",
+          "The tumbleweed rolls toward the right edge of the frame, slowly revealing the scene behind it as gaps in its dry branches allow glimpses of the thickening dust cloud and the taut yellow rope to reappear.",
+          "With the tumbleweed now fully out of frame, the view clears to show the white vehicle almost completely swallowed by a massive cloud of brown dust, the yellow tow rope stretching taut and disappearing into the thick haze."
+        ]
+      }
+    },
+    "original_task_id": "a00112_00847",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00132_00608_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A heavy, grey mechanical press descends rapidly toward a glowing orange metal bar resting on a sturdy, dark lower die, preparing to forcefully crush the hot steel against the base.",
+          "A large, dark rectangular metal plate, likely a piece of scrap or a shield moved by a crane, slides into the frame from the left side, beginning to partially block the view of the descending press and glowing bar.",
+          "The massive dark metal plate completely fills the foreground, entirely obscuring the crushing action and the machinery, with only its scratched, matte surface and faint industrial reflections remaining visible in the frame.",
+          "The large dark metal plate begins to slide away towards the right, slowly revealing the aftermath of the crushing process through the widening gap as the heavy grey press remains stationary above the work area.",
+          "The dark metal plate has fully exited the frame to the right, clearly showing the final result where the metal has been compressed into a flat, wide sheet on the bottom die surrounded by scattered dark flakes of scale."
+        ]
+      }
+    },
+    "original_task_id": "a00132_00608",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00190_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a brightly lit workshop with corrugated metal walls, a pink tablet stands upright on a silver platform bordered by yellow and black hazard tape, while a heavy concrete block hovers just above it, ready to drop.",
+          "A technician wearing a white shirt walks into the frame from the left, carrying a large, flat metal sheet that begins to obscure the view of the pink tablet and the dropping block.",
+          "The large metal sheet held by the passing technician completely fills the foreground, blocking the view of the crushing action and reflecting the bright studio lights as it moves across the center of the frame.",
+          "As the technician continues walking to the right, the edge of the metal sheet slides out of view, revealing the aftermath of the impact through the widening gap in the foreground.",
+          "With the obstruction fully cleared, the static shot reveals the pink tablet lying completely flattened and crushed on the hazard-striped platform, surrounded by large, jagged chunks of concrete rubble scattered across the metal surface."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00190",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00574_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Three metal 'Joys Salted Peanuts' cans sit on rough concrete pavement, filled with bright blue and yellow water beads, positioned directly in the path of a large black car tire visible on the right edge.",
+          "A person's leg, clad in dark denim jeans and a grey sneaker, steps into the frame from the left, partially obscuring the view of the blue-beaded can as the tire begins its forward roll.",
+          "The person's leg and shoe fully dominate the center of the frame, completely blocking the view of the cans and the tire, casting a dark shadow over the concrete while the crushing action continues unseen behind the limb.",
+          "The leg in the grey sneaker lifts and moves toward the right edge of the frame, revealing glimpses of flattened metal and scattered colorful beads on the ground through the widening gap near the car's undercarriage.",
+          "The person's leg has completely exited the frame to the right, revealing the aftermath: three flattened metal cans lying crushed on the concrete, with blue and yellow gel beads scattered widely across the pavement where the containers once stood."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00574",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00729_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A rectangular yellow plastic container with bright side latches sits on the rough gray asphalt, filled to the brim with clear water beads atop layers of orange, yellow, green, and blue beads. To the right, the black tread of a large car tire looms close to the container as it begins to roll forward.",
+          "A person wearing blue jeans and a white t-shirt walks into the frame from the left, their body beginning to obscure the yellow container as the car tire presses down on the colorful beads.",
+          "The person's torso and legs completely dominate the center of the frame, fully blocking the view of the container and the tire's interaction, leaving only the gray asphalt and the edge of the tire visible on the far right.",
+          "The person continues walking to the right, their body moving out of the frame to reveal the crushed plastic and scattered beads emerging from behind their legs.",
+          "With the pedestrian fully out of the frame, the camera reveals the flattened remains of the yellow plastic container lying crushed on the asphalt, with orange slime spilling out and hundreds of colorful water beads scattered across the wet ground near the stationary tire."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00729",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00138_00800_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black car tire with white 'WHEELER' lettering sits atop a brown wooden ramp labeled 'EXPERIMENTS & LIFE HACKS', positioned directly beside a whole green striped watermelon on the gray asphalt.",
+          "A person wearing blue jeans and white sneakers walks into the frame from the left, their legs partially obscuring the view of the green watermelon and the wooden ramp as the tire begins to roll forward.",
+          "The person's legs and lower torso completely dominate the foreground, fully blocking the view of the car tire, the wooden ramp, and the watermelon as the crushing action happens behind them.",
+          "The person in blue jeans continues walking to the right and begins to exit the frame, slowly revealing the crushed remains of the fruit and the stationary black tire on the pavement.",
+          "Once the person has fully left the frame, the camera clearly shows the destroyed watermelon, with scattered chunks of red flesh and green rind lying on the asphalt near the black tire and wooden ramp."
+        ]
+      }
+    },
+    "original_task_id": "a00138_00800",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00144_00810_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up view captures a hand holding a silver metal shaker, pouring a stream of liquid and ice into a clear glass featuring a white diamond lattice pattern that sits on a white counter with amber liquid inside.",
+          "A person wearing a dark garment suddenly walks into the frame from the left edge, their body beginning to block the view of the pouring hand and the etched glass.",
+          "The dark fabric of the passerby's clothing completely dominates the foreground, fully obscuring the glass, the shaker, and the white beadboard background as they move directly across the lens.",
+          "The passerby continues their movement toward the right edge, their dark form sliding away to reveal the white surface and the top rim of the glass re-emerging into view.",
+          "The frame is now clear again, showing the diamond-patterned glass resting on the white table, filled with the mixed brown cocktail and several large, clear ice cubes floating at the top."
+        ]
+      }
+    },
+    "original_task_id": "a00144_00810",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00204_01516_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Two curlers in bright yellow jerseys vigorously sweep the white ice with brooms ahead of a sliding yellow stone, while the blue sideboards frame the rink under bright arena lights.",
+          "A person wearing a dark jacket walks closely past the camera lens from the left side, their torso beginning to obscure the view of the sweeping players and the sliding stone.",
+          "The dark fabric of the passerby's jacket completely fills the frame, hiding the curling action entirely and leaving only the texture of the dark clothing visible against the bright background light.",
+          "The person in the dark jacket continues walking to the right, slowly revealing the white ice sheet again as the gap widens to show the yellow stone slowing down near the target area.",
+          "With the obstruction gone, the yellow curling stone rests perfectly in the center of the blue target circle, surrounded by the players in yellow shirts who have stopped sweeping and stand on the ice."
+        ]
+      }
+    },
+    "original_task_id": "a00204_01516",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00206_00877_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A clear, empty glass rests on a smooth white surface, illuminated by soft, even lighting. Large chunks of white ice begin to drop into the vessel from above, landing with a sharp clink against the transparent bottom.",
+          "A soft white linen napkin enters the frame from the left side, drifting slowly across the scene. It begins to partially obscure the clear glass and the falling ice chunks, casting a gentle shadow over the pristine white surface.",
+          "The white linen napkin now completely dominates the center of the frame, fully concealing the glass and the ice dropping action. The soft texture of the fabric fills the view, blocking all sight of the countertop and the vessel beneath it.",
+          "The white linen napkin begins to slide away towards the right edge of the frame, gradually revealing the scene underneath. Through the widening gap, the clear glass and the white countertop become visible again as the fabric retreats.",
+          "The white linen napkin has fully exited the frame to the right, leaving the scene unobstructed. The clear glass now sits quietly on the white surface, containing two distinct white ice cubes resting at the bottom under the bright lighting."
+        ]
+      }
+    },
+    "original_task_id": "a00206_00877",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00207_02059_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "The large chrome hydraulic press ram begins its rapid descent toward the black Nikon FA camera body centered on the circular metal pedestal, while scattered debris lies on the workbench against a backdrop of green walls with yellow lightning bolt signs.",
+          "A worker wearing a dark grey coverall enters from the left edge of the frame, their torso partially obscuring the view of the descending press and the Nikon camera as they walk across the foreground.",
+          "The worker's dark grey coverall completely fills the frame, blocking the entire view of the hydraulic press and the Nikon camera, with only the texture of the heavy fabric visible as they pass directly in front of the lens.",
+          "The worker in the dark grey coverall continues moving to the right, their body sliding out of the frame to reveal the aftermath of the crushing action underneath the now-stationary press ram.",
+          "With the worker fully out of the frame, the black Nikon camera is revealed completely crushed flat against the metal base, its body destroyed into a pile of debris with metal shards scattered and the strap hanging from the flattened wreckage."
+        ]
+      }
+    },
+    "original_task_id": "a00207_02059",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00233_00090_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person wearing blue nitrile gloves holds a large white plastic scoop filled with white flour over a shiny stainless steel mixing bowl, while a blue bowl containing more flour sits on the counter to the left near a sunlit window.",
+          "A person wearing a white apron enters the frame from the right side, their body partially obscuring the view of the gloved hands and the metal bowl as they walk past the workstation.",
+          "The white fabric of the passing person's apron completely fills the camera view, hiding the mixing bowl and the pouring action entirely behind the moving cloth texture.",
+          "The person in the white apron continues walking toward the left edge of the frame, gradually revealing the stainless steel bowl and the countertop underneath as the obstruction clears.",
+          "Once the person has fully exited the frame to the left, the camera clearly shows the shiny metal bowl containing a large mound of white flour at the bottom, with the blue bowl still visible in the background."
+        ]
+      }
+    },
+    "original_task_id": "a00233_00090",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00233_00238_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Fine white flour and granulated sugar cascade from a tilted stainless steel bowl into a larger mixing basin, creating a dusty cloud, while a gloved hand grips the rim at the bottom right.",
+          "A chef's arm wearing a white glove enters from the right, sweeping across the foreground and partially blocking the view of the white flour and sugar cascading into the metal bowl.",
+          "The white-gloved arm and sleeve completely cover the center of the shot, obscuring the stainless steel bowl and the falling ingredients, filling the frame with the texture of the white material.",
+          "The arm retracts to the right, widening the view to reveal the stainless steel bowl again, where the stream of flour has ceased and a pile of ingredients is becoming visible.",
+          "The arm has fully left the frame, leaving a clear view of the large stainless steel mixing bowl containing a settled, static mound of white flour and sugar mixture at the bottom."
+        ]
+      }
+    },
+    "original_task_id": "a00233_00238",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00237_00609_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand carefully places the final wooden domino at the end of a curved line extending from a tall tower of light brown wooden blocks with carved tracks, set against a white foam mat background.",
+          "An orange tabby cat walks into the frame from the right side, its furry body beginning to obscure the view of the hand and the newly placed domino near the white mat.",
+          "The orange tabby cat completely fills the frame, its thick fur and body hiding the wooden block tower and the domino line, leaving only the cat's moving form visible against the bright lighting.",
+          "The orange tabby cat continues walking toward the left edge, slowly revealing the wooden structure and the dominoes which have started to topple over as a blue marble rests near the base.",
+          "With the cat fully out of the frame, the scene shows a blue marble resting near the base of the wooden block structure while the curved row of wooden dominoes continues toppling over in a chain reaction."
+        ]
+      }
+    },
+    "original_task_id": "a00237_00609",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00237_00717_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A glossy red and white ceramic object tumbles rapidly toward the rotating metal teeth of an industrial shredder, set against a backdrop of bright blue painted metal walls.",
+          "A heavy, translucent blue plastic safety flap swings down from the upper right edge of the frame, beginning to obscure the view of the crushing blades and the falling ceramic item.",
+          "The thick blue plastic sheet completely dominates the foreground, rippling slightly as it fully blocks the camera's view of the shredder mechanism and the disintegrating item behind it.",
+          "The heavy blue safety flap slowly lifts and sways back toward the upper frame, gradually revealing the sharp interlocking metal teeth and the scattered remnants of the destruction process underneath.",
+          "The plastic curtain has fully retracted out of view, leaving a clear shot of the shredder blades where the red polka-dotted object has been completely pulverized into small white and red fragments disappearing between the rotating metal teeth."
+        ]
+      }
+    },
+    "original_task_id": "a00237_00717",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00238_00133_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Clear glass marbles roll smoothly along the pale pine wood tracks, gathering speed as they descend the parallel grooves toward the intricate pivoting wooden hammer mechanism situated in the foreground.",
+          "A person's arm, clad in a thick white knitted sweater sleeve, enters from the right side of the frame, slowly obscuring the view of the wooden hammer and the rolling marbles.",
+          "The white sweater sleeve completely fills the frame, blocking out the detailed wood grain and the marbles entirely, leaving only the soft texture of the knitted fabric visible against the bright indoor lighting.",
+          "The arm begins to retract back toward the right edge, slowly revealing the stationary wooden tracks and the carved channels underneath as the fabric moves out of the way.",
+          "With the arm fully gone, the camera reveals a single blue marble resting securely inside a carved circular hole in the wooden block on the left, while the rest of the track remains still."
+        ]
+      }
+    },
+    "original_task_id": "a00238_00133",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00270_00023_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "The large Uzbekistan Airways jet, featuring a white body with blue and green stripes and a blue engine nacelle, lowers its landing gear against a grey sky as it prepares to touch down on the wet runway.",
+          "A white airport maintenance truck with flashing amber lights enters from the left edge of the static frame, moving rightward and beginning to partially block the view of the aircraft's blue engine and extended landing gear.",
+          "The white maintenance truck continues its path across the foreground, completely filling the frame and fully obscuring the landing aircraft, leaving only the truck's side panels and moving wheels visible against the grey backdrop.",
+          "As the white maintenance truck exits towards the right edge of the frame, the view clears to reveal the airplane again, now firmly on the ground with spoilers deployed and water spraying from the tires.",
+          "The maintenance vehicle has fully left the frame, leaving a clear view of the large airplane rolling away down the wet runway, its wing spoilers fully deployed and tires kicking up a significant rooster tail of water spray."
+        ]
+      }
+    },
+    "original_task_id": "a00270_00023",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00280_00363_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skier descends rapidly down the steep, sunlit snow slope, navigating around the scattered dark rocks on the left while kicking up a large spray of white powder with each turn.",
+          "A large bird of prey swoops into the frame from the right edge, its dark wings beginning to obscure the view of the skier carving through the snow near the rocky outcrops.",
+          "The bird's massive wingspan completely fills the foreground, blurring the scene with feathers and blocking the view of the snowy mountain entirely as it passes extremely close to the static camera lens.",
+          "The bird exits the frame to the left, its wings moving out of view to gradually reveal the bright white snow and the dark rocks of the mountain slope as the scene clears.",
+          "The bird is fully gone, revealing a person lying on their back in the snow with limbs splayed, surrounded by a spray of powder near the scattered rocks where the descent ended."
+        ]
+      }
+    },
+    "original_task_id": "a00280_00363",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00318_00064_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Under a bright blue sky with wispy clouds, a whole pineapple sits atop a rugged, reddish-brown dirt mound surrounded by dry scrub brush, just as it suddenly bursts apart in a violent explosion of yellow fruit and green leaves.",
+          "As the pineapple detonates, sending debris upward, a large, dark bird swoops extremely close to the camera lens from the left side, its outstretched wing beginning to obscure the rising cloud of smoke and fruit chunks.",
+          "The bird's body and feathers completely fill the frame, blocking out the blue sky and the dirt mound entirely, creating a momentary blur of dark plumage that hides the ongoing explosion.",
+          "The bird continues its flight path across the frame, its tail feathers sliding out of view to the right, gradually revealing the aftermath of the blast on the mound below through the widening gap.",
+          "With the bird fully gone, the camera reveals the scattered yellow fruit chunks and green spiky leaves drifting through the air above the brown dirt mound, suspended in the wake of the explosion."
+        ]
+      }
+    },
+    "original_task_id": "a00318_00064",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00327_00223_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black car tire rests on wet stone tiles next to a deep blue water balloon, beginning a slow roll forward over a long line of colorful spheres including orange, yellow, and green that stretch toward the rear wheel.",
+          "Just as the tire begins to compress the first blue balloon, a person wearing blue jeans and white sneakers walks into the frame from the right side, their legs partially blocking the view of the colorful line of balloons extending under the car.",
+          "The person continues walking across the foreground, their legs and lower body now completely obscuring the car tire and the line of balloons, filling the frame with the movement of denim fabric and blocking the view of the crushing action.",
+          "The person's legs move toward the left edge of the frame, gradually revealing the scene underneath the car again as the gap widens, showing glimpses of the wet pavement and the aftermath of the tire's movement over the tiles.",
+          "With the pedestrian fully out of the frame, the camera reveals the wet pavement littered with colorful rubber scraps from the burst balloons, while four intact water balloons in blue, light blue, orange, and red lie scattered separately across the stone tiles."
+        ]
+      }
+    },
+    "original_task_id": "a00327_00223",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00364_01737_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Numerous white, oblong pills tumble through the air against a stark black background, beginning to land on a textured dark green surface, illuminated by a soft, dramatic light that highlights their smooth, chalky texture as they bounce.",
+          "As the white pills continue to scatter and bounce across the dark green surface, the bottom rim of a white plastic pill bottle enters from the upper right corner, partially obscuring the falling medication and casting a soft shadow over the tumbling objects.",
+          "The white plastic pill bottle moves fully into the center of the frame, completely blocking the view of the dark green surface and the scattered pills, its smooth, curved white surface reflecting the light and dominating the entire visual field.",
+          "The white plastic pill bottle begins to slide out of the frame towards the top right, revealing the dark green surface underneath and the chaotic arrangement of white oblong pills that have settled into a dispersed pattern.",
+          "With the white plastic pill bottle now completely gone from the view, the camera clearly shows the final state where numerous white oblong pills lie scattered across the dark green surface in a random, dispersed pattern, resting quietly after their rapid descent."
+        ]
+      }
+    },
+    "original_task_id": "a00364_01737",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00386_00350_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In the dimly lit workshop, a heavy hammer rhythmically strikes a small, curved piece of reddish copper held against the sharp edge of a steel anvil, the metal gleaming under the focused light as the dirty hand grips it firmly.",
+          "As the hammer continues its work, a heavy, dark leather apron swings into the frame from the left side, its textured surface gradually obscuring the view of the anvil and the copper piece being shaped.",
+          "The thick leather apron completely dominates the foreground, blocking out all visibility of the hammering action and the steel anvil, leaving only the rough, dark texture of the protective gear filling the entire static shot.",
+          "The leather apron begins to swing back out of the frame to the left, slowly revealing glimpses of the steel anvil and the hand underneath as the view of the workspace widens again.",
+          "With the obstruction fully gone, the camera clearly shows the now-flattened copper wire loop resting securely against the sharp edge of the metal anvil, held firmly in place by the worker's hand after the shaping is complete."
+        ]
+      }
+    },
+    "original_task_id": "a00386_00350",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00403_01394_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a dimly lit environment with a blurred warm shape in the background, large shards of white glass explode outward and upward from a central filament, scattering through the dark air in slow motion as a lightbulb shatters.",
+          "A person's dark sleeve enters from the left edge of the frame, moving steadily rightward and beginning to partially block the view of the exploding glass shards and the central metallic base.",
+          "The dark fabric of the sleeve completely dominates the frame, fully obscuring the shattering lightbulb and the scattered glass fragments, leaving only the texture of the black material visible against the dark background.",
+          "The dark sleeve continues its movement to the right, slowly retreating from the center and allowing the scattered white glass shards and the standing metal base to reappear through the widening gap.",
+          "With the dark sleeve fully gone from the frame, the scene reveals the aftermath: the metal base and filament stand centrally while sharp white glass fragments lie scattered outward into the surrounding darkness."
+        ]
+      }
+    },
+    "original_task_id": "a00403_01394",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00403_01560_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Four large cola bottles stand upright on a weathered wooden table painted with red, white, and blue sections, set against a backdrop of thick timber beams and dense green foliage, when suddenly the bottles begin to violently erupt in a chain reaction.",
+          "As the dark liquid begins to spray violently from the bursting bottles, a person wearing a dark green t-shirt enters from the left edge of the frame, their body partially obscuring the view of the wooden table and the exploding soda.",
+          "The person continues walking across the foreground, their torso and shoulders completely blocking the camera's view of the table, the bursting bottles, and the timber wall behind them, leaving only the blurred outline of their movement visible against the green background.",
+          "The person moves toward the right side of the frame, revealing the aftermath of the explosion through the widening gap as the dark liquid settles and the wooden table painted with red and blue sections comes back into view.",
+          "Once the person has fully exited the frame to the right, the camera reveals the final state where two cola bottles lie on their sides on the powder-covered table, while two other bottles rest on the grass beneath amidst settling smoke."
+        ]
+      }
+    },
+    "original_task_id": "a00403_01560",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00440_01043_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Six colorful water balloons with hand-drawn emoji faces—pink, red, orange, yellow, green, and blue—sit in a neat row on a gray concrete surface next to a large black car tire, just as the tire begins to roll forward.",
+          "A person wearing blue jeans walks into the frame from the right edge, their legs partially obscuring the blue and green balloons while the black tire continues to crush the yellow balloon behind them.",
+          "The person stands directly in front of the static camera, their denim-clad legs completely blocking the view of the balloons and the tire, dominating the frame with the dark fabric and the shadow cast on the ground.",
+          "The person begins to walk away to the left, their legs moving out of the shot and revealing the wet concrete and the crushed remains of the balloons through the widening gap in the foreground.",
+          "Once the person has fully exited the frame, the view is clear again, showing all six balloons crushed flat on the wet concrete with water actively spraying from the pink and red remnants while the others lie squashed."
+        ]
+      }
+    },
+    "original_task_id": "a00440_01043",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00447_00070_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A stack of metal cans sits on a black folding table in front of a weathered wooden retaining wall, bathed in bright sunlight, just as the can violently explodes and sprays white foam high into the air.",
+          "As the massive spray of white foam ejects upward, a person wearing a dark jacket walks into the frame from the left, their shoulder beginning to block the view of the table and the wooden wall.",
+          "The person continues walking across the foreground, completely obscuring the table and the explosion, their dark clothing dominating the frame and hiding the cans and the scattering debris from view.",
+          "The person moves toward the right edge, their body revealing the scene behind them as the view clears to show the white residue splattered on the black table and the gravel ground below.",
+          "With the person fully gone, the camera clearly shows the aftermath: the can's base stands upright on the foam-covered table, its detached top rests to the left, and white residue splatters the table surface and the wooden wall behind."
+        ]
+      }
+    },
+    "original_task_id": "a00447_00070",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00447_00579_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A line of colorful water balloons, including yellow, pink, green, and blue spheres, rests on a red carpet speckled with glitter and sequins, positioned just below a white vehicle bumper.",
+          "A foot wearing a white sneaker enters from the left side, stepping onto the red carpet and partially blocking the view of the yellow and pink balloons as the tire begins to roll.",
+          "The person's leg, clad in blue jeans, moves fully into the center, completely obscuring the green, blue, and purple balloons and the tire's action behind the dark denim fabric.",
+          "The sneaker and denim-clad leg begin to step away toward the right edge, gradually opening up the view to reveal the wet red surface and torn rubber pieces of the balloons.",
+          "The sneaker has fully exited the frame to the right, revealing the colorful water balloons completely burst and flattened, with rubber skins scattered across the wet, red carpet amidst splashed water and confetti."
+        ]
+      }
+    },
+    "original_task_id": "a00447_00579",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00455_00488_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "On a sunlit white table with blurred wooden bookshelves in the background, a clear glass ramekin sits next to a brown egg. A hand cracks the egg against the rim, pouring the raw contents into the small bowl.",
+          "From the right side, a sheer white curtain suddenly billows inward on a breeze, drifting into the foreground. The translucent fabric begins to obscure the glass bowl and the cracking egg, partially blocking the view of the table.",
+          "The sheer white curtain fully covers the frame, pressing close to the lens and hiding the table completely. The view is dominated by the rippling folds of the fabric as light filters through, obscuring the egg separation action entirely.",
+          "The breeze shifts, causing the sheer white curtain to slowly recede back toward the right edge of the frame. As the fabric pulls away, the white table and the glass ramekin become visible again through the clearing space.",
+          "With the curtain fully gone, the camera reveals the glass ramekin containing clear egg white. A spoon lifts the intact yellow yolk high above the bowl, separating it as a strand of white drips back down into the glass."
+        ]
+      }
+    },
+    "original_task_id": "a00455_00488",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00456_00097_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A gloved hand stabilizes a rough, light-colored block while another hand uses yellow-handled end-cutting pliers to grip and wiggle a metal loop embedded in the side, set on sandy ground with scattered metal debris nearby.",
+          "A large, dark work boot steps into the frame from the left, its dusty leather surface beginning to partially block the view of the pliers twisting the metal loop.",
+          "The heavy work boot completely fills the center of the frame, fully obscuring the rough block and the hands, leaving only the boot's texture and the surrounding sandy floor visible.",
+          "The work boot begins to move away to the right, slowly uncovering the rough block and the gloved hand stabilizing it as the scene re-emerges from behind the footwear.",
+          "Once the boot has fully exited the frame, the camera clearly shows a hammer claw resting against the now-bent metal fastener embedded in the rough wooden plank, which is still held upright by the gloved hand on the sandy ground."
+        ]
+      }
+    },
+    "original_task_id": "a00456_00097",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00479_00309_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "On the smooth blue felt of the pool table, a wooden cue stick strikes the white cue ball with red dots, sending it rolling rapidly toward the yellow number one ball positioned near the corner pocket.",
+          "As the white ball moves, a person wearing dark trousers enters from the left edge, their legs partially obstructing the view of the blue rails and the yellow number one ball near the pocket.",
+          "The person's body completely dominates the foreground, fully blocking the view of the pool table, the corner pocket, and the collision happening between the white cue ball and the yellow ball against the diamond-plate metal wall.",
+          "The person continues walking to the right, their dark clothing sliding out of the frame to gradually reveal the blue table surface and the stationary blue two ball near the bottom left corner.",
+          "With the obstruction gone, the white cue ball is seen rolling across the blue felt towards the yellow nine ball in the bottom right, while the blue two ball and other striped balls remain stationary on the table."
+        ]
+      }
+    },
+    "original_task_id": "a00479_00309",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00503_01377_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand grips a black and red pressure washer nozzle, directing a high-pressure spray along a dirty, beige stone window sill beneath a white-framed window, washing away grime near the red brick wall.",
+          "A large, leafy branch from the bush on the left swings inward on a breeze, partially obscuring the view of the pressure washer nozzle and the stone sill being cleaned.",
+          "The dense cluster of green leaves and thin brown stems completely fills the frame, effectively hiding the white window frame, the red brick wall, and the cleaning action behind a solid wall of swaying foliage.",
+          "The leafy branch begins to sway back towards the left edge, revealing glimpses of the wet stone surface and the red brickwork underneath as the greenery retreats from the center of the shot.",
+          "With the foliage fully cleared from the view, the scene shows the now clean and wet stone ledge, stripped of dark grime, with water dripping down the red brick wall below."
+        ]
+      }
+    },
+    "original_task_id": "a00503_01377",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00512_00883_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a room with beige square tiles, a large, empty stainless steel mixing bowl with side handles sits in the center, while nearby, a person wearing black pants and grey Crocs stands ready as black-gloved hands begin pouring white flour.",
+          "From the right side, a person wearing a white apron walks into the frame, their body beginning to block the view of the shiny metal bowl and the stream of falling flour.",
+          "The person in the white apron completely dominates the foreground, entirely obscuring the mixing bowl and the pouring action, leaving only the texture of the white fabric visible in the center of the shot.",
+          "As the person in the white apron continues walking toward the left, their figure slides out of view, slowly uncovering the stainless steel bowl where the flour has been collecting.",
+          "With the passerby fully gone, the camera clearly shows the large stainless steel mixing bowl now containing a substantial, settled mound of white flour powder at the bottom, resting on the tiled floor."
+        ]
+      }
+    },
+    "original_task_id": "a00512_00883",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00513_00452_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A vibrant green head of cabbage rests atop a mound of cracked, dry brown earth under a vast, clear blue sky, suddenly beginning to shudder violently as an internal pressure builds just before it detonates.",
+          "A large, dry, brown leaf tumbles into the frame from the upper left, caught in a sudden gust of wind, and begins to obscure the cabbage just as the vegetable bursts outward in a brilliant flash.",
+          "The crinkled, brown leaf fills the entire center of the frame, completely hiding the exploding cabbage and the mound of earth behind its textured, veined surface as it drifts extremely close to the lens, dominating the view.",
+          "The leaf begins to drift toward the right edge, lifting slightly to reveal glimpses of the green fragments and dust cloud expanding rapidly in the background above the mound of dry earth.",
+          "The leaf exits the frame to the right, leaving a clear view of the obliterated cabbage, which has scattered green shards and white dust in a wide explosion cloud above the dirt mound, with a small red fragment visible high in the debris field."
+        ]
+      }
+    },
+    "original_task_id": "a00513_00452",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00550_00045_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a dimly lit workshop, a blacksmith's hand grips heavy tongs holding a glowing orange rectangular metal billet against the rough surface of a dark anvil, while a heavy hammer is poised to strike, sending tiny sparks scattering as the metal begins to deform.",
+          "A fellow worker carrying a large, dark sheet of scrap metal enters from the right edge of the frame, their dark clothing and the metal sheet beginning to obscure the view of the glowing billet and the anvil.",
+          "The large dark metal sheet carried by the passing worker completely fills the foreground, blocking the view of the anvil and the forging process entirely, leaving only the texture of the passing metal visible against the blurred workshop background.",
+          "The worker carrying the dark metal sheet continues moving to the left, gradually revealing the anvil and the work area again as the obstruction slides out of the frame, exposing the glowing metal once more.",
+          "With the foreground now clear, the camera reveals three glowing orange metal bars stacked flat on the dark, rough block, forming a single rectangular mass with visible surface texture and scattered scale flakes where the forging has completed."
+        ]
+      }
+    },
+    "original_task_id": "a00550_00045",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00550_00137_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a workshop with scattered metal shavings on the floor, a wooden-handled hammer rests on the flat face of a heavy, worn iron anvil before a blacksmith lifts it to strike a glowing orange metal bar, causing sparks to scatter.",
+          "The blacksmith's dark trousers and heavy work boots step forward from the right edge of the frame, moving across the foreground and beginning to partially block the view of the anvil and the hammering action.",
+          "The blacksmith's body completely dominates the frame, filling the view with dark fabric and the blur of motion, fully hiding the anvil, the glowing metal, and the sparks from the camera.",
+          "The blacksmith steps away to the left, their dark clothing sliding out of the frame to reveal the wooden floorboards and the edge of the anvil reappearing as the view clears.",
+          "The camera now clearly shows the heavy iron anvil sitting empty and bare on its wooden block, the glowing metal bar removed, with the small golden decorative figure still visible on the side of the anvil base."
+        ]
+      }
+    },
+    "original_task_id": "a00550_00137",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00561_00108_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A pale arm extends from the left, holding a dark reddish crawfish by its tail just above the glassy surface of a dark pond, framed by green aquatic plants hanging from the top edge.",
+          "A large cluster of green leaves and thin branches sways heavily into the frame from the upper right, beginning to partially block the view of the dangling crawfish and the calm water below.",
+          "The dense foliage of the swaying branch completely fills the view, effectively blocking the hand, the bait, and the water surface from sight as the green leaves dominate the entire foreground.",
+          "The heavy leafy branch begins to sway back out of the frame towards the top edge, gradually revealing glimpses of the disturbed water surface and the hand still hovering near the plants.",
+          "With the vegetation fully cleared from the view, the camera shows turbulent dark water churning with white foam and bubbles where the fish submerged, while the empty hand hovers near the top edge plants."
+        ]
+      }
+    },
+    "original_task_id": "a00561_00108",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00561_01358_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "The empty black bucket swing suspended by metal chains swings rhythmically back and forth over the textured white sand, moving from the grassy background toward the foreground near the out-of-focus green support pole on the left.",
+          "A person wearing dark clothing enters from the left edge of the frame, their body gradually moving across the foreground and partially blocking the view of the swinging bucket and the sand.",
+          "The person's dark clothing and body completely dominate the frame, fully obscuring the swing set and the white sand pit from view as they walk directly past the static camera lens.",
+          "The person continues their path to the right, their figure sliding out of the frame to reveal the playground area and the swing moving closer through the widening gap.",
+          "The black bucket swing holding a crumpled beige mass swings forward into the immediate foreground, with its metal chains taut and the seat tilted upward above the white sand."
+        ]
+      }
+    },
+    "original_task_id": "a00561_01358",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_00367_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static top-down shot captures a gray pool table with black rails and white diamond markers, where a cue stick strikes the white ball on the right, sending it rushing toward the colorful triangle of balls clustered on the left.",
+          "A person wearing a dark blue shirt enters from the bottom edge, their torso rising into the frame to partially block the view of the gray felt and the approaching white cue ball.",
+          "The person's dark blue shirt and back completely dominate the view, fully obscuring the pool table and hiding the moment the white ball smashes into the colorful rack of balls.",
+          "The person walks away toward the top left, their body sliding out of the frame to gradually reveal the gray table surface where the colored balls are now rolling apart.",
+          "The occlusion clears completely to show the aftermath on the gray felt, with the colorful balls scattered widely, the black ball resting near the top left corner and the white cue ball near the top rail."
+        ]
+      }
+    },
+    "original_task_id": "a00563_00367",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_00668_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A top-down view shows a gray felt pool table with black rails and white diamond markers, where a racked triangle of colorful balls sits on the left and a white cue ball waits near the bottom right before a cue stick strikes it.",
+          "Just as the cue ball accelerates toward the rack, a person's dark pant leg and black shoe step into the frame from the bottom right, moving upward to partially block the view of the table's surface.",
+          "The person's dark trousers and shoe move directly over the static camera lens, completely filling the frame with blurry dark fabric that obscures the pool table, the gray felt, and the action of the scattering balls.",
+          "The dark obstruction begins to slide toward the top left corner, gradually revealing the gray felt and the now-dispersed colored balls as the person continues walking past the camera.",
+          "The person's leg and shoe have fully exited the frame, revealing the final state of the game with the colorful pool balls scattered widely across the gray felt, resting near the black rails and center."
+        ]
+      }
+    },
+    "original_task_id": "a00563_00668",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_01026_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A cluster of translucent green, bright red, and pink water balloons rests on the wet, reflective concrete pavement as the black rubber tread of a car tire begins to roll forward toward them.",
+          "A person's legs, clad in blue jeans and white sneakers, walk into the frame from the left side, beginning to obscure the view of the colorful balloons and the wet ground.",
+          "The person's legs continue walking across the foreground, completely blocking the camera's view of the water balloons and the car tire with their denim-clad thighs and shoes dominating the entire frame.",
+          "The person's legs move toward the right edge of the frame, gradually revealing the wet concrete surface underneath as they exit the scene and the background comes back into view.",
+          "Once the person has fully passed, the camera reveals the crushed remains of the water balloons, with torn fragments of green, red, and pink rubber scattered across the damp pavement near the tire."
+        ]
+      }
+    },
+    "original_task_id": "a00563_01026",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00563_01823_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand wearing a black wristwatch places a row of four colorful plastic bottles—red, yellow, green, and blue—on rough grey asphalt next to a large black car tire that begins to slowly roll forward.",
+          "From the left edge, a person wearing dark blue jeans and grey sneakers walks into the frame, their legs starting to block the view of the hand and the red bottle.",
+          "The person's body completely obstructs the camera view, filling the frame with dark denim fabric and the side of a grey sneaker, hiding the car tire and the bottles entirely from sight.",
+          "The person walks out of the frame to the right, their legs moving away to reveal the asphalt and the car tire which has moved forward over the line of containers.",
+          "The scene is fully visible again, showing the car tire resting on the flattened yellow, green, and blue bottles leaking colorful slime, while the red bottle near the edge remains unburst and upright."
+        ]
+      }
+    },
+    "original_task_id": "a00563_01823",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00565_01236_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a sandy area featuring a bright pink cardboard castle with white brick outlines and an orange picket fence, a hand holds a glass jar of red and black beads, shaking it slightly before tilting to pour.",
+          "As the beads begin to fall, a person's leg clad in blue jeans and a white sneaker steps in from the left, partially obscuring the pink castle and the pouring action.",
+          "The leg moves fully across the foreground, completely blocking the view of the pink structure and the sand, leaving only the blue denim fabric and white shoe visible in the frame.",
+          "The leg in blue jeans shifts toward the right edge, gradually revealing the textured sandy ground and the base of the pink castle as the obstruction clears the central area.",
+          "Once the leg has exited, the camera shows the final result: red and black pellets scattered on the sand and collected inside the left archway of the pink cardboard house."
+        ]
+      }
+    },
+    "original_task_id": "a00565_01236",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00581_00452_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blue-tinted, inclined conveyor belt continuously transports scattered clumps of brown earth and debris upwards towards a processing area near large white structures, with heavy dark machinery and ropes visible on the left.",
+          "A large, dark, rusted metal pipe swings into the frame from the left edge, partially obscuring the view of the moving conveyor belt and the brown earth clumps traveling upwards.",
+          "The massive dark metal structure completely fills the foreground, blocking the entire view of the conveyor belt and the processing machinery, leaving only the textured surface of the rusted metal visible.",
+          "The large dark metal pipe begins to swing back towards the left edge of the frame, revealing glimpses of the blue-tinted conveyor belt and the scattered debris moving upwards once again.",
+          "With the obstruction fully gone, the camera clearly shows clumps of fibrous material scattered on the inclined black conveyor belt moving upward toward the machinery, situated near the large white storage tanks."
+        ]
+      }
+    },
+    "original_task_id": "a00581_00452",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00607_01039_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A person in brown trousers stands behind a dark, rough tree stump where a vertical piece of light-colored split wood is being shaped, while a hatchet with a curved handle is embedded nearby and a tan dog watches from the right edge.",
+          "The tan dog suddenly moves closer from the right side, its furry snout and ear entering the frame to partially obscure the view of the vertical wood piece and the embedded hatchet handle as the person prepares to strike.",
+          "The dog's tan fur and flank completely fill the foreground, blocking the view of the stump and the wood-splitting action entirely as the animal passes directly in front of the static camera lens.",
+          "As the dog continues moving to the left, its tan fur and hind legs drift out of the frame, gradually revealing the dark stump surface and the wood pieces underneath through the widening gap.",
+          "With the dog fully gone, the scene reveals a cylindrical log lying horizontally on the tree stump next to the upright, pointed wood piece, while the axe remains embedded in the stump nearby."
+        ]
+      }
+    },
+    "original_task_id": "a00607_01039",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00608_00021_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In an industrial kitchen featuring brown tiled flooring and a yellow plastic jerrycan in the background, a large stainless steel mixing bowl sits beneath a heavy yellow mixer arm as a thick stream of white liquid begins pouring into the vessel.",
+          "From the left edge, a worker wearing grey trousers and white sneakers steps into the immediate foreground, their body partially blocking the view of the stainless steel bowl and the pouring action taking place beneath the yellow machinery.",
+          "The worker's grey-clad legs and torso completely dominate the frame, fully obscuring the mixing bowl, the white liquid, and the yellow industrial mixer arm, leaving only the moving fabric of their clothing visible to the static camera.",
+          "As the worker continues walking toward the right, their grey trousers and white shoes slide out of view, gradually revealing the stainless steel bowl and the yellow mixer arm again as the obstruction clears the lens.",
+          "Once the worker has fully exited the frame, the camera clearly shows the large stainless steel mixing bowl containing a high volume of white milk, filling the vessel significantly beneath the stationary yellow mixer arm."
+        ]
+      }
+    },
+    "original_task_id": "a00608_00021",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00629_00640_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "On the expansive white ice sheet marked with faint skate grooves, a hockey player in a black jersey bearing the number 6 skates aggressively toward the left, stick in hand, while opponents in white and red uniforms chase him from the right.",
+          "From the right edge, the lower body of a player in white pants with red stripes skates rapidly into the foreground, their black skates blurring slightly as they begin to block the view of the black-jerseyed player losing his footing.",
+          "The foreground player's white uniform completely fills the screen, with the red stripes on the socks and the hem of the jersey obscuring the entire background action, hiding the player in black as he crashes onto the ice surface.",
+          "As the player in the white uniform skates out toward the left edge, the view opens up to reveal the scratched white ice again, showing the player in black lying prone near the boards after his fall.",
+          "With the foreground player fully out of the frame, the camera clearly reveals the player in the black jersey lying on his back on the ice near the boards, his legs bent and his hockey stick held vertically in the air."
+        ]
+      }
+    },
+    "original_task_id": "a00629_00640",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00637_00239_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A player in a black jersey with the number 7 sprints across the blue trampoline grid, illuminated by bright overhead lights, while vertical banners reading \"NZONE\" and a Pepsi logo are visible on the dark walls where a person in white stands.",
+          "A large red dodgeball enters rapidly from the right edge, growing larger as it flies toward the lens, partially blocking the view of the running player and the blue mats beneath.",
+          "The textured red surface of the dodgeball completely dominates the frame, acting as a solid barrier that entirely blocks the view of the trampoline court, the players, and the blue mats beneath.",
+          "The red ball shifts downward and to the left, gradually exposing the blue trampoline surfaces and the players as the obstruction moves away from the center of the lens, widening the view.",
+          "The red ball has fully exited the frame, clearly revealing a player in a white shirt lying prone on the mat, while two opponents in black shirts crouch and stand nearby with red dodgeballs resting on the blue and black surfaces."
+        ]
+      }
+    },
+    "original_task_id": "a00637_00239",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00648_00373_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A beat-up white pickup truck on the left accelerates across the dirt track towards a damaged SUV, with a crowd of spectators watching from a grassy hill lined with red fencing under an overcast sky.",
+          "A spectator wearing a grey hoodie enters from the left edge of the frame, walking close to the static camera and beginning to block the view of the white truck near the red safety fencing.",
+          "The spectator in the grey hoodie continues walking across the immediate foreground, their torso completely filling the camera view and obscuring the dirt pit and the dusty action taking place just behind them.",
+          "The spectator moves toward the right side of the frame, gradually uncovering the scene as the dusty pit and the grassy hill with spectators become visible again through the widening gap.",
+          "Once the spectator has fully exited the frame, the camera reveals a damaged white truck and a car labeled 'Wilton' resting near the dirt embankment, while a red and white van in the foreground emits thick white smoke."
+        ]
+      }
+    },
+    "original_task_id": "a00648_00373",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00651_00392_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Sunlight glints off the turbulent ocean surface as powerful waves crash forcefully over dark, jagged rocks, churning the deep blue water into thick, swirling white foam that surges continuously across the frame.",
+          "A large seagull with white and grey feathers suddenly swoops down from the top left corner, its blurred wings beginning to obscure the view of the churning white foam and dark rocks below.",
+          "The seagull's body and outstretched wings completely fill the frame, blocking the view of the ocean entirely as its textured white feathers and dark wingtips dominate the scene in sharp focus.",
+          "The large seagull flaps its wings vigorously and flies upward toward the top right, gradually revealing the turbulent seawater and dark rocks underneath as the gap in its movement widens.",
+          "With the bird now gone, the camera clearly shows the aftermath of the surge, where churning white foam and turbulent seawater wash over the dark, submerged rocks, creating a swirling mix of froth and dark water across the surface."
+        ]
+      }
+    },
+    "original_task_id": "a00651_00392",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00651_01301_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Turbulent white foam churns and bubbles vigorously across the surface of dark green water, creating a splashing wake that continuously expands and mixes with the surrounding ripples under bright sunlight.",
+          "A large seagull swoops into the frame from the right side, its white wings spreading wide to partially block the view of the churning foam and dark green water beneath.",
+          "The seagull flies directly across the static lens, its detailed white and grey feathers filling the entire screen and completely obscuring the bubbling water action below.",
+          "The bird continues its trajectory to the left, gradually moving out of the shot and allowing the dark green water and churning foam to reappear through the widening gap.",
+          "With the bird fully gone, the clear view reveals the turbulent white foam spreading across the water's surface, creating a textured, frothy wake that contrasts with the smoother, dark green water nearby."
+        ]
+      }
+    },
+    "original_task_id": "a00651_01301",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00669_00267_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black car tire rests on a brown wooden ramp labeled 'Super Crush' on a gray asphalt road, positioned near a green watermelon half and another showing red flesh, with scattered pulp on the ground.",
+          "A person's legs walk into the frame from the left, moving very close to the lens and beginning to block the view of the black tire and the wooden ramp with the yellow sticker.",
+          "The person's legs fully dominate the foreground, completely hiding the green watermelon rinds and the red pulp, leaving only the blurred texture of the sunlit asphalt and the edge of the ramp visible behind them.",
+          "The person continues walking to the right, their legs moving out of the frame to reveal the silver wheel rim and the tire rolling forward off the brown wooden ramp to crush the fruit.",
+          "With the obstruction gone, the camera clearly shows the tire having rolled completely over the fruit, leaving the red watermelon flesh and green rinds smashed flat against the gray asphalt surface."
+        ]
+      }
+    },
+    "original_task_id": "a00669_00267",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00670_00049_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A black bucket swing suspended by metal chains sways back and forth, casting a distinct, oscillating shadow on the bright green rubber playground surface below, which is scattered with small debris and dry leaves.",
+          "A child wearing a bright red jacket runs into the frame from the left edge, their moving body beginning to partially block the view of the swaying swing and the green ground.",
+          "The child runs directly across the immediate foreground close to the lens, completely obscuring the black bucket swing and the green surface, filling the entire frame with the motion blur of their red clothing.",
+          "The child moves rapidly towards the right edge and begins to leave the frame, widening the gap to reveal the textured green surface and the dark swing shadows underneath once more.",
+          "Once the child has fully exited, the camera clearly reveals two empty black bucket swings hanging above the green surface, with one blurring in the foreground and the other steady in the background, both casting sharp shadows."
+        ]
+      }
+    },
+    "original_task_id": "a00670_00049",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00670_00871_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A hand grips a rough wooden staff on the left, swinging it towards a shiny metal helmet that sits on a yellow foam block atop a vertical wooden post in a green forest.",
+          "A large bird with dark wings enters from the right edge, flying close to the lens and starting to block the view of the swinging staff and the helmet target.",
+          "The bird's body and spread wings completely dominate the frame, hiding the wooden post and the metal helmet entirely as it passes directly in front of the static camera.",
+          "The bird moves towards the left edge, its tail feathers trailing behind, allowing the wooden post and the struck helmet to slowly become visible again through the widening gap.",
+          "The bird has exited the frame completely, revealing the yellow block wedged diagonally inside the metal helmet atop the wooden post, with a length of chainmail hanging down the side."
+        ]
+      }
+    },
+    "original_task_id": "a00670_00871",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00673_00334_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A man wearing a grey t-shirt and camouflage cap aims a large silver handgun with a long barrel at two green watermelons resting on a white folding table in a grassy yard.",
+          "A large leafy branch from a nearby tree sways into the frame from the top right, partially blocking the view of the shooter's hands and the table setup.",
+          "The thick cluster of green leaves completely dominates the foreground, fully obscuring the man and the watermelons from view while the wind rustles the vegetation in front of the lens.",
+          "The swaying branch begins to move back toward the right edge of the frame, slowly revealing the white table and the shooter's position through the thinning gaps in the foliage.",
+          "Once the branch clears the view, the white table is shown covered in pink pulp and shattered green rind fragments where the watermelons used to be, with debris scattered on the grass."
+        ]
+      }
+    },
+    "original_task_id": "a00673_00334",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00676_01135_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A brown-haired doll wearing a white shirt with blue stars sits on a blue rubber swing seat, suspended by rusty metal chains, gently oscillating back and forth over the black safety mat in a playground with grey gravel.",
+          "As the doll continues its rhythmic swinging motion, the legs of a person wearing blue jeans and white sneakers enter the frame from the left side, beginning to obscure the view of the rusty swing chains and the doll's left side.",
+          "The person's body completely fills the foreground, blocking the entire view of the swinging doll and the blue seat, with only the texture of the blue denim fabric and the movement of the walking legs visible against the blurred playground background.",
+          "The person in blue jeans continues walking toward the right edge of the frame, gradually revealing the blue swing seat and the doll's brown hair as the obstruction clears the center of the view, showing the grey gravel ground again.",
+          "The person has fully exited the frame to the right, leaving a clear view of the brown-haired doll sitting upright on the blue swing seat, suspended by metal chains and positioned slightly forward in its arc over the black ground mat."
+        ]
+      }
+    },
+    "original_task_id": "a00676_01135",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00677_00528_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Under bright sunlight, a large green tank forces its way through a brick building, crushing wooden beams and scattering debris near a white box marked \"NEHI\".",
+          "A large sheet of corrugated metal siding, dislodged by the impact, swings violently into the foreground from the left, partially blocking the view of the tank's tracks.",
+          "The bent metal sheet dominates the entire frame, its grey and rusty surface completely hiding the tank and the collapsing structure behind it.",
+          "The metal debris begins to drop out of the bottom of the frame, widening the view to show the tank emerging through the swirling dust.",
+          "The obstruction is gone, revealing the green tank settled in the rubble, obscured by thick dust after crushing through the remaining brick wall and wooden beams."
+        ]
+      }
+    },
+    "original_task_id": "a00677_00528",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00679_00874_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A red toy fire truck with white accents lies overturned in a sandy dirt ditch, tethered by thin ropes to a black off-road jeep and a blue police ATV parked on the ridge near large beige rocks.",
+          "As the thin ropes tighten to pull the vehicle, a large, realistic green leaf blows into the frame from the upper right, partially blocking the view of the blue police ATV and the sandy incline.",
+          "The large green leaf dominates the entire frame, completely obscuring the red truck and the towing operation, showing only the detailed surface of the foliage against the out-of-focus sandy background.",
+          "The large green leaf begins to drift away toward the left side, slowly uncovering the steep sandy wall of the ditch and revealing the red truck as it is pulled closer to an upright position.",
+          "Once the leaf has fully exited, the red fire truck is seen pulled upright, resting tilted backward against the sandy ditch wall, connected by a taut rope to the black jeep and blue ATV above."
+        ]
+      }
+    },
+    "original_task_id": "a00679_00874",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00705_00059_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A close-up view captures a black pan filled with yellow liquid eggs as popcorn kernels begin to fall onto the surface near a wooden spatula.",
+          "A person's arm wearing a dark grey sleeve enters from the left edge, partially obscuring the view of the falling popcorn and the yellow eggs.",
+          "The dark grey sleeve completely fills the frame, blocking the view of the pan, the falling popcorn, and the cooking eggs entirely as the arm moves across the foreground.",
+          "The dark grey sleeve begins to retreat towards the left edge, revealing the black pan and the mixture underneath as the gap widens.",
+          "With the arm fully gone, the camera clearly shows fluffy white popcorn pieces scattered throughout the yellow liquid eggs in the black pan, being stirred by the wooden spoon."
+        ]
+      }
+    },
+    "original_task_id": "a00705_00059",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00743_01705_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a sunlit forest clearing, a player with long hair wearing a red patterned shirt and black cap throws a yellow disc, while a cameraman in blue shorts stands ready on a tripod.",
+          "A large leafy branch sways down heavily from the top right corner, partially blocking the view of the metal basket chains and the player in the red shirt who is mid-throw.",
+          "The dense cluster of green leaves and rough brown bark from the overhanging branch fully covers the frame, obscuring the thrower and the flying yellow disc completely from the camera's perspective.",
+          "The wind shifts and the large branch sways back upward and to the right, slowly revealing the grassy forest floor and the blue pole of the disc golf basket underneath the foliage.",
+          "As the branch clears the view, the yellow disc is seen hovering in mid-air near the top band and chains of the disc golf basket, set against the green forest."
+        ]
+      }
+    },
+    "original_task_id": "a00743_01705",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00744_00415_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Two large, clear balloons filled with multicolored water beads rest on wet, gray concrete near the tread of a black car tire, glistening under natural light as the tire begins to roll forward.",
+          "Just as the tire makes contact, a person wearing dark pants and boots walks into the frame from the left, their legs partially obscuring the view of the balloons and the crushing action.",
+          "The person's lower body completely blocks the camera's view of the ground, filling the frame with dark fabric and wet boots, hiding the bursting balloons entirely from sight.",
+          "The person continues walking to the right, their legs sliding out of the frame to reveal the wet pavement again, offering a glimpse of the scattered debris left behind.",
+          "Once the person has fully exited the frame, the scene clearly shows the aftermath: a mess of scattered colorful water beads and shredded pieces of clear balloon rubber lying on the wet concrete near the tire track."
+        ]
+      }
+    },
+    "original_task_id": "a00744_00415",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00763_00324_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Five green watermelons are lined up on a white plastic folding table outdoors, backed by stacked wooden railroad ties and dense green foliage, when the watermelon on the far right begins to bulge and crack under pressure.",
+          "A large, leafy branch sways into the frame from the upper right, driven by a sudden gust of wind, and begins to obscure the view of the two rightmost watermelons just as the explosion initiates.",
+          "The dense cluster of green leaves and thin twigs completely fills the foreground, effectively blocking the entire white table and the exploding watermelons from view, leaving only the swaying vegetation visible against the blurred forest background.",
+          "The heavy leafy branch sways back towards the right edge of the frame, gradually revealing the white folding table and the messy aftermath of the detonation as the foliage moves out of the line of sight.",
+          "With the branch fully gone, the static shot clearly reveals three intact watermelons on the left side of the table, while the two rightmost positions are covered in a violent spray of red pulp, seeds, and shattered green rind fragments."
+        ]
+      }
+    },
+    "original_task_id": "a00763_00324",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00776_00048_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A doll with tan legs stands on a small pink trampoline with a white mesh center, repeatedly jumping up and down while pink and yellow hula hoops lie on the white marble surface in the background.",
+          "A human hand enters from the left side of the frame, partially obscuring the view of the doll's tan legs and the pink trampoline as it reaches toward the center of the play area.",
+          "The human hand completely covers the center of the frame, hiding the trampoline and the jumping doll entirely from view while the fingers and palm dominate the foreground against the white surface.",
+          "The human hand begins to retract towards the left edge, slowly revealing the white marble surface and the pink trampoline underneath as the fingers move away from the center of the shot.",
+          "The hand has fully exited the frame, revealing the small pink trampoline sitting empty on the white marble surface with the doll gone and the pink and yellow hula hoops remaining stationary in the distance."
+        ]
+      }
+    },
+    "original_task_id": "a00776_00048",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00783_00136_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Two shirtless men stand on a high wooden platform constructed with light-colored lumber, and the man in green shorts begins to run forward to leap, while a tattered black and white flag flutters in the background.",
+          "A large, tattered black and white flag attached to the upper rigging suddenly swings into the foreground from the right side, beginning to obscure the view of the men on the wooden deck.",
+          "The massive, weathered black and white flag completely dominates the frame against the bright sky, fluttering wildly in the wind and entirely blocking the view of the wooden platform where the man was running.",
+          "The heavy, tattered flag begins to swing back toward the right, slowly revealing the reddish-brown painted wooden wall of the structure and the thick ropes hanging down as the scene becomes visible again.",
+          "The flag has fully cleared the frame to the right, revealing a smiling man with wet dark hair submerged up to his shoulders in the murky brown water near the edge of the wooden deck structure."
+        ]
+      }
+    },
+    "original_task_id": "a00783_00136",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00785_00180_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A static close-up captures the weathered grey top of an iron anvil with a square hole on the left and a decorative metal scroll attached to the side, as hammering begins on a hot rod.",
+          "A heavy, dark brown leather apron swings into the frame from the right edge, partially blocking the view of the anvil's flat top and the glowing workpiece as the smith moves closer.",
+          "The thick, textured leather of the apron completely fills the frame, entirely obscuring the anvil and the metalworking process as the smith stands directly in front of the lens.",
+          "The dark leather material begins to shift away to the right, slowly uncovering the metallic surface of the anvil and allowing the workshop lighting to illuminate the workspace again.",
+          "The apron has fully exited the frame, revealing the final result: a glowing orange metal rod resting on the anvil, flattened into a tapered, leaf-like shape surrounded by blue scale flakes."
+        ]
+      }
+    },
+    "original_task_id": "a00785_00180",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00786_00064_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A player's hand in a black glove holds a cue stick aimed at the white cue ball on the vibrant blue felt, surrounded by black rails with white diamond markers and scattered colored balls.",
+          "A person wearing a dark grey shirt walks into the frame from the bottom, their torso rising to partially block the view of the player's arm and the cue ball.",
+          "The person in the dark grey shirt stands directly beneath the camera lens, their back completely obscuring the pool table and hiding the collision between the cue ball and the black eight-ball.",
+          "The person in the dark grey shirt moves away to the right side, slowly uncovering the blue felt and revealing the aftermath of the shot as the obstruction clears.",
+          "The black eight-ball is now pocketed in the top-left corner, the red ball rests near the right cushion, and the white cue ball sits near the bottom-left rail, while the other colored balls remain scattered on the blue felt."
+        ]
+      }
+    },
+    "original_task_id": "a00786_00064",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00786_01466_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "From a static overhead perspective, a player in a light blue shirt extends a pool cue towards the white cue ball on the vibrant blue felt, aiming at the tightly racked triangle of multi-colored balls on the left.",
+          "A person wearing a black jacket walks into the frame from the bottom right edge, their body moving closer to the lens and beginning to block the view of the player's aiming arm.",
+          "The person in the black jacket dominates the entire frame, their dark fabric completely hiding the pool table, the player, and the balls, preventing any view of the break shot taking place.",
+          "The person in the black jacket moves out of the way to the left, revealing the blue felt surface where the balls have clearly been struck and are beginning to settle.",
+          "The camera now clearly shows the scattered colorful billiard balls lying across the blue pool table felt, with the white cue ball resting near the bottom center after the break shot."
+        ]
+      }
+    },
+    "original_task_id": "a00786_01466",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00786_02269_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Under the bright arena spotlights, a bowler in a white and blue Weber Cup jersey releases a black ball that begins to roll rapidly down the polished wooden lane, with spectators visible in the dark blue background.",
+          "A fellow competitor wearing a bright yellow jersey enters the frame from the right edge, walking closely past the camera lens and beginning to obscure the view of the bowler's follow-through and the rolling ball.",
+          "The bright yellow fabric of the passing player's jersey completely fills the foreground, blocking the entire view of the lane and the bowling action as they walk directly in front of the static camera position.",
+          "The player in the yellow jersey continues walking toward the left edge of the frame, slowly revealing the lane again as the gap between their body and the frame edge widens to show the pins.",
+          "Once the passerby has fully exited the frame, the camera reveals the aftermath on the lane where most pins are scattered in the pit, leaving only a single white pin with red stripes standing upright on the far right."
+        ]
+      }
+    },
+    "original_task_id": "a00786_02269",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00787_00007_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blue balloon drops onto the worn wooden floorboards, which are marked by patches of peeling white paint and illuminated by soft light reflecting off the left side, and it begins to bounce rhythmically.",
+          "From the right edge, the dark hem of a long coat and a pair of boots enter the scene, slowly creeping forward to partially obscure the bouncing blue balloon on the distressed surface.",
+          "The heavy fabric of the coat and the walker's legs completely fill the frame, effectively hiding the floor and the blue balloon from view as the dark shapes move directly across the foreground.",
+          "The dark coat and boots begin to slide towards the left edge, gradually revealing the pale, weathered wood underneath as the obstruction moves away and the floor becomes visible once more.",
+          "Once the walker has fully left the frame, the view clearly shows the blue balloon resting on the worn wooden floorboards, having finished bouncing and come to a complete stop near the peeling paint."
+        ]
+      }
+    },
+    "original_task_id": "a00787_00007",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00787_00493_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "On a grey concrete patio bordered by a white brick wall and a dark wooden gate, a person in black trousers and white sneakers begins juggling a colorful patterned soccer ball, tapping it rhythmically with their feet.",
+          "Suddenly, a large leafy branch from the potted rosemary bush on the right enters the frame from the edge, blown by a strong gust of wind, and begins partially obscuring the view of the person's legs and the ball.",
+          "The dense green foliage of the swaying branch completely occupies the camera frame, blocking out the white brick wall and the person entirely, leaving only the texture of the rosemary needles visible against the blurred background.",
+          "As the gust of wind subsides, the large branch slowly retreats back towards the right edge of the frame, gradually revealing the grey concrete ground and the person's black trousers once more.",
+          "With the foliage fully returned to the black planter, the camera clearly shows the person balancing on their left leg with their right foot extended forward, while the patterned soccer ball hangs suspended in mid-air above the concrete."
+        ]
+      }
+    },
+    "original_task_id": "a00787_00493",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00814_00048_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A thick, curved piece of light-colored lumber is being carefully guided into a vertical bandsaw blade, closely following a blue marker line as fine sawdust piles up on the black metal table.",
+          "A large, flat sheet of plywood carried by a worker enters from the left side of the frame, beginning to obscure the view of the bandsaw blade and the curved lumber.",
+          "The large sheet of plywood completely dominates the foreground, fully blocking the view of the active bandsaw, the curved beam being cut, and the accumulating sawdust on the table below.",
+          "The large sheet of plywood begins to slide out of the frame to the right, gradually revealing the black work surface and the bandsaw setup underneath once again.",
+          "With the obstruction gone, the camera reveals the final state where the curved wooden beam stands vertically against the blade, having been sliced along the blue guideline with a thin strip nearly separated amidst scattered sawdust."
+        ]
+      }
+    },
+    "original_task_id": "a00814_00048",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00815_00446_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A skateboarder in a white t-shirt grinds along a horizontal metal railing in an urban plaza, with a black SUV and a blue parking sign visible in the background under bright daylight.",
+          "A large white delivery van enters the frame from the left side, its side panel sliding across the foreground and beginning to block the view of the skater performing the trick.",
+          "The white delivery van completely fills the frame, fully obscuring the skater and the railing, leaving only the vehicle's white exterior and windows visible in the static shot.",
+          "The rear of the white delivery van moves toward the right edge, gradually revealing the concrete ground and the metal railing again as the vehicle exits the scene.",
+          "The view is clear again to show the skateboarder lying on the paved ground propping himself up with his hands, while his skateboard rests upside down with wheels facing up near the base of a tree."
+        ]
+      }
+    },
+    "original_task_id": "a00815_00446",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00815_00919_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Under bright sunlight, a skateboarder with long hair in a grey shirt and jeans rides across the smooth concrete pavement toward a silver metal handrail situated near large blue double doors.",
+          "As the skateboarder crouches to jump onto the rail, a person wearing a dark jacket enters the frame from the right edge, walking leftward very close to the camera lens and beginning to obscure the view of the skater.",
+          "The person in the dark jacket continues walking across the foreground, completely filling the frame and blocking the view of the skateboarder, the metal rail, and the blue doors behind them, leaving only the passerby's clothing visible.",
+          "The person in the dark jacket moves toward the left edge of the frame, gradually revealing the concrete ground and the metal rail again as the gap widens, showing glimpses of the ground where the action occurred.",
+          "Once the passerby has fully exited the frame to the left, the camera reveals the skateboarder lying on his stomach on the concrete pavement, propping himself up with his hands, with his skateboard resting on its wheels nearby to his left."
+        ]
+      }
+    },
+    "original_task_id": "a00815_00919",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_00187_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In the pitch-black night, a small dark cube sits on the reddish ground, suddenly erupting with a fountain of bright white sparks that shoot upward toward a glowing red flare while smoke begins to billow around the base.",
+          "A person wearing dark clothing walks into the frame from the right foreground, their silhouette beginning to obscure the lower portion of the sparking firework and the illuminated reddish ground as they pass close to the lens.",
+          "The person continues walking across the foreground, their body completely filling the frame and blocking the view of the firework, leaving only the faint ambient red glow visible behind them in the darkness.",
+          "As the person moves toward the left edge of the frame, their figure slides away to reveal the firework box again, which is still active with sparks trailing downward and smoke drifting in the night air.",
+          "The person has fully exited the frame to the left, revealing the small dark firework box standing upright on the reddish ground, now emitting a steady fountain of bright white sparks and grey smoke into the darkness."
+        ]
+      }
+    },
+    "original_task_id": "a00843_00187",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_00455_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blue cylindrical firework rests on a carpet of dry brown leaves in the dark, vigorously shooting a fountain of bright white sparks and smoke straight up that casts a harsh glare on the surroundings.",
+          "A sudden gust of wind sweeps a dense cluster of dry leaves from the left edge, partially obscuring the view of the glowing firework and the scattered debris on the ground.",
+          "The swirling mass of brown leaves completely covers the camera view, blocking the sight of the blue canister and the sparks as the wind-driven foliage dominates the entire frame with textured organic shapes.",
+          "The thick cluster of leaves begins to drift away toward the right side, slowly opening up a gap that reveals the blue cylinder and the ongoing pyrotechnic display underneath.",
+          "The wind-blown leaves have fully cleared the view, showing the blue cylindrical canister remaining upright on the leaf-strewn ground while emitting a continuous vertical stream of bright golden sparks and grey smoke into the night."
+        ]
+      }
+    },
+    "original_task_id": "a00843_00455",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_00563_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In the pitch-black night, a small rectangular firework box sits on the sandy dirt ground, suddenly igniting into a violent fountain of blinding white light and scattered orange sparks that illuminate the immediate area.",
+          "As the pyrotechnic display intensifies with shooting sparks, the dark silhouette of a person walking casually enters the frame from the left side, their body beginning to obscure the lower portion of the bright explosion.",
+          "The walking figure moves directly in front of the lens, their dark clothing and torso completely filling the view and hiding the erupting firework behind a solid wall of shadow, leaving only the edges of the scene visible.",
+          "The person continues their path toward the right edge of the frame, their silhouette sliding away to reveal the chaotic shower of sparks and thick smoke billowing from the ground once again.",
+          "With the obstruction fully gone, the camera captures the small rectangular object sitting on the dirt, continuously erupting in a bright, chaotic shower of orange sparks and thick smoke that scatter outward into the darkness."
+        ]
+      }
+    },
+    "original_task_id": "a00843_00563",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_00857_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In the pitch-black night, a red pot-shaped firework on the ground erupts, violently shooting a chaotic stream of bright white and gold sparks upwards while billowing grey smoke and green flashes fill the air.",
+          "As the sparks fly, a dark silhouette of a person enters from the left edge, their torso and legs moving across the foreground to partially block the view of the glowing fountain.",
+          "The person's dark form completely covers the center of the frame, hiding the firework entirely, with only the bright edges of the sparks visible around their silhouette as they pass close to the lens.",
+          "The figure continues walking toward the right edge, slowly revealing the scene again as the gap widens to show the lingering grey smoke and the ground where the red pot and scattered orange objects sit.",
+          "Once the person has fully exited the frame, the view is clear again, showing the red pot-shaped firework sitting on the ground emitting sparks, with smoke rising and small orange items lying nearby on the dark surface."
+        ]
+      }
+    },
+    "original_task_id": "a00843_00857",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_00945_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "In a dark outdoor setting with textured reddish-brown ground, a small box sits centrally, erupting with a brilliant vertical fountain of white sparks and smoke that brightly illuminates the immediate area against the night sky.",
+          "A dark silhouette of a person walks into the frame from the left side, their body moving close to the camera lens and beginning to obscure the lower portion of the sparkling firework display.",
+          "The person continues walking across the immediate foreground, their dark clothing and body completely filling the frame and blocking the view of the bright sparks and the firework box entirely from sight.",
+          "As the person moves toward the right edge of the frame, their figure shifts away, revealing the glowing light and the continuing stream of sparks from the firework box emerging from behind them.",
+          "With the person fully out of the frame, the camera clearly shows the small firework box on the reddish ground, still actively shooting a fountain of bright sparks and smoke into the night air."
+        ]
+      }
+    },
+    "original_task_id": "a00843_00945",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00843_01092_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Bright white sparks continuously erupt and fountain outward from box-shaped fireworks placed on the dark pavement, creating a chaotic spray of light while thick grey smoke billows upwards into the black night air.",
+          "A person wearing dark clothing enters from the right edge of the frame, their silhouette moving slowly inward to partially obscure the bright, spraying sparks and the rising plume of smoke near the ground.",
+          "The person's back completely fills the center of the frame, blocking the view of the erupting fireworks entirely, leaving only the faint peripheral glow of sparks visible around the edges of their dark jacket.",
+          "The individual continues walking steadily toward the left side of the screen, gradually revealing the chaotic fountain of white sparks and the billowing smoke cloud that was previously hidden behind their body.",
+          "With the person now fully out of the frame to the left, the camera clearly shows two rectangular firework boxes sitting on the pavement, continuously erupting with bright white sparks and billowing grey smoke that fills the dark night air."
+        ]
+      }
+    },
+    "original_task_id": "a00843_01092",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00872_01459_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "Under bright outdoor sunlight, a tall gray concrete block stands vertically against a large plywood sheet, while high-velocity impacts suddenly strike its surface, causing violent shattering and launching dust.",
+          "A large, leafy tree branch sways into the frame from the left, its dark green foliage beginning to overlap and partially hide the shattering concrete block and the sunlit plywood background.",
+          "The dense cluster of leaves and branches completely covers the central view, obscuring the standing block and the explosion of debris, dominating the frame with organic textures and dappled shadows.",
+          "The heavy branch begins to sway out of the frame to the right, slowly opening a gap that reveals the settling dust and the damaged top of the concrete structure.",
+          "As the foliage clears the frame entirely, the final scene is revealed: the standing concrete block features a jagged, shattered top edge, surrounded by settling dust clouds and scattered concrete debris fragments across the table surface."
+        ]
+      }
+    },
+    "original_task_id": "a00872_01459",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00903_00032_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A young man wearing a purple beanie and black sweatshirt rides a BMX bike with teal tires along an asphalt road, approaching a low metal rail situated near a red brick building and a green utility box.",
+          "A large white delivery truck enters the frame from the left, its massive side panel sliding across the foreground and beginning to block the view of the rider and the green utility box behind him.",
+          "The side of the white truck completely fills the camera view, blocking out the red brick building and the rider entirely, leaving only the flat, white surface of the vehicle visible in the frame.",
+          "The white truck continues moving to the right, slowly revealing the street scene and the grassy area again as the rear of the vehicle passes, exposing the sidewalk where the action took place.",
+          "Once the truck has fully exited the frame to the right, the rider is seen sitting on the concrete curb beside the road clutching his leg, while his light blue bicycle leans against the metal railing nearby."
+        ]
+      }
+    },
+    "original_task_id": "a00903_00032",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00903_00080_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "The video opens on a static shot of a building exterior with grey horizontal siding and large windows framed in white. A person wearing a black shirt and white pants stands on a raised beige stone ledge, while a black tripod stands on the ground to the left.",
+          "A blurry figure enters from the bottom right corner, moving leftward extremely close to the lens. This person, whose dark hair and shoulder are visible, begins to obscure the view of the beige stone ledge and the rider standing near the window.",
+          "The passerby completely dominates the foreground, blocking the entire view of the building and the ledge with their out-of-focus back and dark clothing. The grey siding and the glass windows are no longer visible as the obstruction fills the frame.",
+          "The person continues their path to the left, slowly moving out of the frame and revealing the background again. As the dark obstruction clears, the beige stone ledge and the grey wall of the building come back into view.",
+          "With the obstruction gone, the camera clearly shows the pavement below the ledge where the action has concluded. A person lies on the concrete clutching their leg, while a bicycle lies on its side nearby, indicating a hard crash."
+        ]
+      }
+    },
+    "original_task_id": "a00903_00080",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00909_00861_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A female pitcher in a white t-shirt and maroon pants throws a yellow softball, while a fielder in a black tracksuit begins diving across the reddish-brown dirt near the green fence padding.",
+          "A person in a grey jacket enters from the left foreground, walking close to the static camera and partially blocking the view of the fielder diving on the dirt near the chain-link fence.",
+          "The person in the grey jacket continues walking across the lens, completely obscuring the diving fielder and filling the frame with their fabric, temporarily hiding the chain-link fence and green wall padding behind the action.",
+          "The person in the grey jacket moves toward the right edge of the frame, gradually revealing the reddish-brown dirt infield and the green padded wall as the view of the play clears up through the widening gap.",
+          "The person in the grey jacket has fully exited the frame, clearly showing a young man in a red cap and black hoodie lying on his back on the dirt, laughing while clutching a baseball glove to his chest."
+        ]
+      }
+    },
+    "original_task_id": "a00909_00861",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  },
+  {
+    "task_id": "a00923_00451_occlusion",
+    "generation_prompts": {
+      "prompts": {
+        "level_3": [
+          "A blacksmith in a dirty quilted jacket and blue jeans stands at an anvil, using a white-gloved hand to hold tongs on a glowing red metal piece while a long metal bar presses against it to bend the arms.",
+          "A large, dark, soot-stained leather apron swings into the frame from the left edge, partially obscuring the blacksmith's blue jeans and the lower section of the anvil where the heated workpiece rests.",
+          "The dark, wrinkled texture of the heavy soot-stained leather apron completely dominates the foreground, entirely blocking the view of the glowing red metal, the silver tongs, and the blacksmith's manipulating hands.",
+          "The heavy dark apron begins to move away to the right side, slowly revealing the gray anvil surface and the blacksmith's legs as the workspace becomes visible through the widening gap.",
+          "With the obstruction fully gone, the camera clearly shows the red-hot metal piece now bent into a forked shape with two curved prongs extending outward, held securely by tongs over the anvil."
+        ]
+      }
+    },
+    "original_task_id": "a00923_00451",
+    "category": "casual",
+    "subcategory": "occlusion",
+    "source_task": "0422"
+  }
+]
\ No newline at end of file
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+  {
+    "task_id": "mem_dl3dv_40ad4e9eb1e46501d03cdcbbe29dabbef4b908b2f5ea97f347664a6246cc1c18",
+    "instance_id": "mem_dl3dv_40ad4e9eb1e46501d03cdcbbe29dabbef4b908b2f5ea97f347664a6246cc1c18",
+    "task_type": "entity_consistency",
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+      "total_frames": 404,
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+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, slow-rotating shot of a cozy living room centered on a black office chair with a decorative patterned pillow resting on its back. The carpeted floor is light beige and covers the entire room. A yellow leather sofa wraps around the space, adorned with a patterned throw blanket and matching pillows. On the wall behind the sofa, multiple framed pictures are mounted in an artistic arrangement. To the left, a large flat-screen TV displays a vibrant cityscape, mounted on a sleek black TV stand; the lower portion of this stand is visible with a white circular object (possibly a speaker or decor) placed beside it. A tall floor lamp stands near the sofa, casting soft ambient light. As the camera rotates clockwise, a red gaming chair appears briefly in the background near the TV area. The central black office chair remains the focal point throughout, with its mesh back, armrests, and five-point caster base clearly visible. The camera continues to circle, capturing different angles: from the front showing the full view of the chair with pillow, to low-angle shots emphasizing the base of the office chair with casters, then tilting up to reveal the intricate floral patterns on the pillow and the surrounding environment. The movement is smooth and deliberate, ensuring all mandatory landmarks — including the wall-mounted framed pictures, the TV on black stand, the floor lamp near sofa, the patterned throw blanket on sofa, the red gaming chair, and the base of the office chair with casters — are captured in context. Finally, the camera completes its rotation and ends with a slightly elevated frontal view of the chair, reinforcing the symmetry and layout of the room."
+        ],
+        "level_2": [
+          "The video begins with a wide, rotating shot of a well-lit living room centered on a black office chair draped with a decorative patterned pillow. The carpeted floor is beige and extends across the entire space. In the background, a curved yellow leather sofa is visible, covered partially by a patterned throw blanket and accented with coordinating pillows. Above the sofa, multiple framed pictures hang on the wall in a curated display. To the left, a large TV on a black stand shows a dynamic cityscape; the lower portion of the TV stand is visible, with a white circular object resting beside it. A tall floor lamp stands near the sofa, contributing to the ambient lighting. The camera slowly rotates clockwise, keeping the central black office chair as the main subject while revealing glimpses of a red gaming chair positioned near the TV area. The full view of the chair with pillow is maintained as the camera circles, establishing spatial relationships between furniture and décor.",
+          "Continuing from the initial rotation, the camera moves closer to the black office chair, focusing on its ergonomic design — mesh back, padded armrests, and adjustable height lever. The patterned pillow features colorful floral motifs and rests securely against the chair’s backrest. The camera pans downward to highlight the base of the office chair with its five black casters rolling smoothly over the carpeted floor. As the rotation proceeds, the yellow leather sofa reappears, now viewed from the side, emphasizing the throw blanket’s leafy pattern and the plushness of the cushions. The wall-mounted framed pictures remain visible in the background, adding texture and personality to the space. The TV continues to display the cityscape, and the black TV stand anchors the entertainment zone. The red gaming chair is briefly seen again, contrasting with the more formal office chair. The camera maintains a steady, fluid motion, ensuring each element remains visually connected and coherent.",
+          "Finally, the camera completes its 360-degree rotation, returning to a frontal perspective of the central black office chair with the patterned pillow. It then tilts down for a close-up of the chair’s base and casters, before rising again to capture the full view of the chair and its surroundings. The yellow leather sofa, patterned throw blanket, wall-mounted framed pictures, and floor lamp near the sofa are all reintegrated into the frame, reinforcing the room’s cohesive aesthetic. The TV on the black stand continues to show the cityscape, and the lower portion of the stand remains visible with the white circular object still in place. The red gaming chair makes one last appearance in the background, subtly balancing the room’s functional zones. The video ends with a slight upward tilt, framing the chair’s backrest and pillow against the backdrop of the living room, leaving a lasting impression of comfort, style, and thoughtful arrangement."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a wide-angle shot of a living room centered on a black office chair with a patterned pillow. The beige carpet covers the floor. Behind the chair, a yellow leather sofa is visible with a patterned throw blanket and matching pillows. Wall-mounted framed pictures decorate the wall above the sofa. To the left, a TV on a black stand displays a cityscape; the lower portion of the stand and a white circular object beside it are visible. A floor lamp stands near the sofa. The camera begins a slow clockwise rotation, maintaining focus on the central chair.",
+          "20-40%: As the rotation continues, the camera reveals more of the yellow leather sofa and the leafy design of the throw blanket. The red gaming chair becomes visible in the background near the TV area. The camera angle shifts slightly lower, offering a clearer view of the base of the office chair with its five black casters on the carpet. The patterned pillow’s vibrant floral motifs remain prominent. The wall-mounted framed pictures and TV displaying the cityscape stay in context as the smooth clockwise motion proceeds.",
+          "40-60%: The camera now views the scene from the side, capturing the full black office chair with the pillow, the curved yellow leather sofa with plush cushions and throw blanket, and the warm glow of the floor lamp. The TV on the black stand remains anchored in the entertainment zone. The camera tilts downward to focus on the chair’s base and casters rolling over the carpet, with the mesh back and armrests visible above. The red gaming chair is briefly prominent before the rotation continues steadily.",
+          "60-80%: The camera rises again, framing the upper portion of the black office chair and highlighting the detailed floral patterns on the pillow. The TV on the black stand, still showing the cityscape, reappears to the left, along with the lower portion of the stand and the white circular object. The red gaming chair reenters the background momentarily. The rotation brings the camera back toward the front of the room, capturing the central chair from a slightly elevated angle, with the yellow sofa, throw blanket, framed pictures, and floor lamp all reintegrated into the composition.",
+          "80-100%: Finally, the camera completes its rotation, ending with a frontal view of the black office chair with the patterned pillow. It tilts down briefly to emphasize the base and casters, then rises to frame the chair’s backrest against the backdrop of the living room. All key elements—the yellow leather sofa, patterned throw blanket, wall-mounted framed pictures, floor lamp, TV on black stand with white circular object, and red gaming chair—are integrated into the final shot, creating a harmonious and complete visual summary of the space."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a wide-angle shot of a living room centered on a black office chair with a patterned pillow. The carpeted floor is beige. Behind the chair, a yellow leather sofa is visible with a patterned throw blanket. Wall-mounted framed pictures decorate the wall above the sofa. To the left, a TV on a black stand displays a cityscape. A floor lamp stands near the sofa. The camera begins a slow clockwise rotation.",
+          "Part 2/8: Continuing the rotation, the camera reveals more of the yellow leather sofa and the throw blanket’s leafy design. The TV on the black stand remains in view, showing the cityscape. The lower portion of the TV stand is visible, including a white circular object beside it. The black office chair with the patterned pillow stays centered as the camera moves, maintaining focus on its structure and position.",
+          "Part 3/8: The camera angle shifts slightly lower, offering a clearer view of the base of the office chair with its five black casters on the carpeted floor. The red gaming chair becomes visible in the background near the TV area. The wall-mounted framed pictures are still present above the sofa. The patterned pillow on the office chair features vibrant floral designs. The camera continues its smooth clockwise motion.",
+          "Part 4/8: Now viewing the scene from the side, the camera captures the full view of the black office chair with the pillow. The yellow leather sofa curves into the frame, displaying its plush cushions and throw blanket. The floor lamp near the sofa casts a warm glow. The TV continues to display the cityscape, anchored by the black TV stand. The red gaming chair is momentarily prominent before the camera rotates further.",
+          "Part 5/8: The camera tilts downward, focusing on the base of the office chair and its casters rolling over the beige carpet. The black mesh back and armrests of the chair are visible above. The patterned pillow remains securely in place. The yellow leather sofa and wall-mounted framed pictures are still in the background, though partially obscured by the chair’s structure. The rotation continues steadily.",
+          "Part 6/8: As the camera rises again, it frames the upper portion of the black office chair, highlighting the detailed floral patterns on the pillow. The TV on the black stand is visible to the left, still displaying the cityscape. The lower portion of the TV stand and the white circular object beside it come into view once more. The red gaming chair reappears briefly in the background. The camera maintains its clockwise path.",
+          "Part 7/8: The rotation brings the camera back toward the front of the room, capturing the central black office chair from a slightly elevated angle. The yellow leather sofa, patterned throw blanket, and wall-mounted framed pictures are all visible again. The floor lamp near the sofa adds depth to the composition. The TV continues to play the cityscape, and the black TV stand grounds the visual field. The camera movement remains fluid and continuous.",
+          "Part 8/8: Finally, the camera completes its rotation, ending with a frontal view of the black office chair with the patterned pillow. It tilts down briefly to emphasize the base and casters, then rises to frame the chair’s backrest against the backdrop of the living room. The yellow leather sofa, throw blanket, framed pictures, floor lamp, TV on black stand, and red gaming chair are all integrated into the final shot, creating a harmonious and complete visual summary of the space."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the yellow leather sofa visible to the right of the black office chair when the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "ad76315256f4d73709990b57358ae68fdfac7612a352a0f2463e0827be196e91_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "After tilting down to the chair’s base, does the camera return to show the full chair with the decorative pillow?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "ad76315256f4d73709990b57358ae68fdfac7612a352a0f2463e0827be196e91_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "As the camera moves around the room, is the floor lamp consistently visible near the yellow sofa?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "ad76315256f4d73709990b57358ae68fdfac7612a352a0f2463e0827be196e91_2_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the black office chair remain the same object throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:56:48.740194"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "Which object remains the focal point throughout the entire video?",
+          "options": [
+            "A. Yellow leather sofa",
+            "B. Red gaming chair",
+            "C. Black office chair",
+            "D. TV on black stand"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:56:48.740232"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Is the five-point caster base of the office chair visible and consistent in multiple segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:56:48.740244"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "What part of the chair is emphasized in the downward tilt shot?",
+          "options": [
+            "A. Mesh back",
+            "B. Armrests",
+            "C. Base and casters",
+            "D. Pillow design"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:56:48.740251"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are the floral patterns on the pillow described consistently across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:56:48.740258"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the video end with a frontal view of the office chair similar to the opening shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:56:48.740266"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the camera tilt down and then rise again during the rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:56:48.740274"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which background element is visible in both Segment 1 and Segment 7?",
+          "options": [
+            "A. Red gaming chair",
+            "B. Floor lamp near sofa",
+            "C. White circular object",
+            "D. Patterned throw blanket"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:56:48.740283"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_40ad4e9eb1e46501d03cdcbbe29dabbef4b908b2f5ea97f347664a6246cc1c18"
+  },
+  {
+    "task_id": "mem_dl3dv_873c89398b526c56b09d5bc6ca701a2ed2d7a3785f2fd546f30ee4adcc5c4c2f",
+    "instance_id": "mem_dl3dv_873c89398b526c56b09d5bc6ca701a2ed2d7a3785f2fd546f30ee4adcc5c4c2f",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_873c89398b526c56b09d5bc6ca701a2ed2d7a3785f2fd546f30ee4adcc5c4c2f.mp4",
+      "total_frames": 383,
+      "fps": 15.0,
+      "duration_sec": 25.53,
+      "reference_image_path": "inference_img/mem_dl3dv_873c89398b526c56b09d5bc6ca701a2ed2d7a3785f2fd546f30ee4adcc5c4c2f_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of a brightly lit furniture showroom featuring multiple bedroom sets. The camera slowly pans right, revealing a central white dresser with an arched mirror on top, flanked by two matching white table lamps with textured bases and white drum shades. Reflected beds and lamps are visible in the mirror’s surface, including a bed with a tufted headboard and blue painted walls in the background. Overhead fluorescent lighting illuminates the entire space, casting soft shadows. As the camera moves closer to the dresser, it circles around its right side, highlighting ornate drawer pulls and paneling details. Continuing from this angle, the camera tilts upward to focus on the lamps and mirror frame, then pans left to reveal another white dresser with identical lamps and mirror setup. In the reflection, a bed with a tufted headboard and blue wall is again visible. The camera then pulls back slightly and tracks leftward, showing the full length of the aisle with multiple beds and dressers arranged symmetrically under the same overhead fluorescent lighting. Finally, the camera zooms in again on the original dresser, focusing on the texture of the lamp bases and the mirrored reflections before pulling out to a medium shot that captures the entire display ensemble, including the blue painted walls in the background and reflected beds and lamps."
+        ],
+        "level_2": [
+          "The video opens with a wide shot of a well-lit furniture store displaying multiple bedroom sets. The camera pans right to focus on a white dresser with an arched mirror and two white table lamps on top. Reflected beds and lamps appear clearly in the mirror, including a bed with a tufted headboard and blue painted walls behind it. Overhead fluorescent lighting evenly illuminates the scene as the camera begins circling the dresser’s right side, emphasizing its ornate handles and paneling.",
+          "Continuing from the previous segment, the camera tilts up to highlight the lamp bases and mirror frame, then pans left to show a second identical white dresser with two lamps and a mirror. Reflections in this mirror also reveal a bed with a tufted headboard and blue painted walls. The camera then pulls back slightly and begins tracking left along the aisle, revealing more beds and dressers under consistent overhead fluorescent lighting, maintaining visual continuity with the first segment.",
+          "Finally, the camera zooms back in on the original white dresser, focusing on the textured lamp bases and mirrored reflections of surrounding beds and lamps. It then pulls out to a medium shot that encompasses the entire display area, including the blue painted walls in the background, the symmetrical arrangement of bedroom sets, and the bright overhead fluorescent lighting, concluding the full sequence with a comprehensive view of the showroom."
+        ],
+        "level_3": [
+          "0-20%: The video starts with a wide-angle shot of a brightly lit furniture showroom under overhead fluorescent lighting, featuring multiple bedroom sets arranged along aisles. The camera begins panning right toward a central white dresser with an arched mirror and two white table lamps on top; reflected beds and lamps—including a bed with a tufted headboard and blue painted walls—are visible in the mirror’s surface.",
+          "20-40%: The camera continues its slow pan right, fully framing the white dresser with mirror and lamps, then begins a gentle circular movement around its right side. As it circles, the ornate drawer pulls, paneling details, and textured lamp bases become more visible. The camera tilts upward slightly to emphasize the curvature of the mirror frame and lamp bases, while reflections of the tufted headboard bed and blue walls remain consistently visible in the mirror.",
+          "40-60%: After completing the circle around the first dresser, the camera pans left to reveal a second identical white dresser with two matching lamps and an arched mirror. Reflections in this mirror again show the bed with a tufted headboard and blue painted walls, reinforcing symmetry. The camera holds this composition briefly before pulling back slightly and beginning a leftward track along the main aisle, revealing additional coordinated bedroom sets under consistent overhead fluorescent lighting.",
+          "60-80%: Continuing its leftward tracking, the camera reveals the full length of the showroom aisle, showing multiple beds with tufted headboards positioned against blue painted walls, and evenly spaced white dressers with mirrors and lamps. Their reflections capture surrounding displays, and the uniform overhead fluorescent lighting ensures clarity and brightness across all surfaces. The camera then slows and begins zooming back in on the original white dresser, focusing on the textured lamp bases and the sharp clarity of the mirror’s reflection—again showing the tufted bed and blue walls.",
+          "80-100%: The camera pulls out to a medium shot encompassing the original dresser, its arched mirror, and both lamps. The reflection still includes the bed with the tufted headboard and blue painted walls. The broader showroom context is now fully visible: symmetrical arrangements of bedroom sets, multiple beds, consistent overhead fluorescent lighting, and blue painted walls in the background, concluding the video with a balanced, comprehensive view of the entire display ensemble."
+        ],
+        "level_4": [
+          "The video starts with a wide-angle shot of a furniture showroom under bright overhead fluorescent lighting. Multiple beds and dressers are arranged along aisles. The camera begins panning right toward a central white dresser with an arched mirror and two white table lamps. Reflected beds and lamps are visible in the mirror, including a bed with a tufted headboard and blue painted walls in the background.",
+          "The camera continues its slow pan right, now fully framing the white dresser with mirror and lamps. The reflection shows more detail: the tufted headboard bed, blue painted walls, and additional lamps. The dresser’s ornate drawer pulls and paneling become more visible as the camera begins a gentle circular movement around its right side.",
+          "As the camera circles the right side of the white dresser, it tilts slightly upward to emphasize the texture of the lamp bases and the curvature of the mirror frame. The reflected beds and lamps remain visible, reinforcing the depth of the showroom. Blue painted walls continue to appear in the mirror’s reflection, and overhead fluorescent lighting casts even illumination across all surfaces.",
+          "The camera completes its circle around the dresser and begins panning left, revealing a second identical white dresser with two lamps and a mirror. The reflection in this mirror again includes a bed with a tufted headboard and blue painted walls. The camera holds this composition briefly, showcasing symmetry between the two displays under the same overhead fluorescent lighting.",
+          "The camera pulls back slightly from the second dresser and begins tracking left along the main aisle. More bedroom sets come into view, including beds with tufted headboards and matching dressers. The blue painted walls line the back of the showroom, and overhead fluorescent lighting remains consistent, illuminating the entire space uniformly.",
+          "Continuing its leftward track, the camera reveals the full length of the showroom aisle, showing multiple coordinated bedroom sets. Beds with tufted headboards are positioned against blue painted walls. White dressers with mirrors and lamps are spaced evenly, their reflections capturing the surrounding environment. Overhead fluorescent lighting ensures clarity and brightness throughout.",
+          "The camera slows its movement and begins zooming back in on the original white dresser with mirror and lamps. Focus shifts to the textured bases of the lamps and the clarity of the mirror’s reflection, which once again shows the bed with a tufted headboard and blue painted walls. The overhead fluorescent lighting highlights every detail without creating glare.",
+          "Finally, the camera pulls out to a medium shot encompassing the original dresser, its mirror, and both lamps. The reflection still includes the bed with the tufted headboard and blue painted walls. The broader context of the showroom is visible — symmetrical arrangements, multiple beds, and consistent overhead fluorescent lighting — concluding the video with a balanced, comprehensive view of the entire display."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Does the mirror reflect other beds and lamps in the store during the video?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory",
+          "question_id": "e2d2d41584ebc480eb6ae2f9dba47d4ac4bd21d4c23af1f893add12ee8bdb5db_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Is the blue wall visible in the mirror’s reflection at any point?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory",
+          "question_id": "e2d2d41584ebc480eb6ae2f9dba47d4ac4bd21d4c23af1f893add12ee8bdb5db_0_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the original white dresser retain its identity when the camera returns to it in later segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917226"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which object must maintain consistent identity across multiple camera views in the video?",
+          "options": [
+            "A. The blue painted wall",
+            "B. The tufted headboard bed",
+            "C. The original white dresser with mirror",
+            "D. The overhead fluorescent lighting"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917265"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are the textured lamp bases described consistently across multiple camera movements?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917278"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "Which detail is explicitly emphasized for consistency across camera angles?",
+          "options": [
+            "A. Color of the walls",
+            "B. Shape of the mirror",
+            "C. Texture of the lamp bases",
+            "D. Position of the beds"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917287"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Do both mirrors reflect the same bed with a tufted headboard and blue walls?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917295"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What must be consistent between the two mirrors’ reflections?",
+          "options": [
+            "A. Only the color of the walls",
+            "B. The bed and wall details",
+            "C. The number of lamps",
+            "D. The lighting intensity"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917301"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the camera move away from and return to the original dresser?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917308"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "Which camera motion pattern involves returning to a previously visited location?",
+          "options": [
+            "A. Panning right",
+            "B. Tilting up",
+            "C. Tracking left and returning",
+            "D. Zooming in"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917314"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Is the blue painted wall visible in the background when the camera pulls back in later segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917322"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "Which background element must remain consistent when the camera reveals more of the showroom?",
+          "options": [
+            "A. The ceiling lights",
+            "B. The blue painted walls",
+            "C. The floor material",
+            "D. The lamp shades"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917328"
+        },
+        {
+          "question": "Does the mirror reflect other beds and lamps in the store during the video?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory",
+          "question_id": "13",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Is the blue wall visible in the mirror’s reflection at any point?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory",
+          "question_id": "14",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the original white dresser retain its identity when the camera returns to it in later segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917226"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "Which object must maintain consistent identity across multiple camera views in the video?",
+          "options": [
+            "A. The blue painted wall",
+            "B. The tufted headboard bed",
+            "C. The original white dresser with mirror",
+            "D. The overhead fluorescent lighting"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917265"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Are the textured lamp bases described consistently across multiple camera movements?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917278"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "Which detail is explicitly emphasized for consistency across camera angles?",
+          "options": [
+            "A. Color of the walls",
+            "B. Shape of the mirror",
+            "C. Texture of the lamp bases",
+            "D. Position of the beds"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917287"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Do both mirrors reflect the same bed with a tufted headboard and blue walls?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917295"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "What must be consistent between the two mirrors’ reflections?",
+          "options": [
+            "A. Only the color of the walls",
+            "B. The bed and wall details",
+            "C. The number of lamps",
+            "D. The lighting intensity"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917301"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the camera move away from and return to the original dresser?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917308"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which camera motion pattern involves returning to a previously visited location?",
+          "options": [
+            "A. Panning right",
+            "B. Tilting up",
+            "C. Tracking left and returning",
+            "D. Zooming in"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917314"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Is the blue painted wall visible in the background when the camera pulls back in later segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917322"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "Which background element must remain consistent when the camera reveals more of the showroom?",
+          "options": [
+            "A. The ceiling lights",
+            "B. The blue painted walls",
+            "C. The floor material",
+            "D. The lamp shades"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:01.917328"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Does the mirror on the first white dresser reflect a bed with a tufted headboard and blue painted walls?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt explicitly states that the reflection includes a bed with a tufted headboard and blue painted walls, confirming content consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224620"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "Which of the following objects are correctly reflected in the mirror on the central dresser?",
+          "options": [
+            "A. A bed with a tufted headboard and blue walls",
+            "B. A red armchair and wooden floor",
+            "C. A chandelier and green walls",
+            "D. A bookshelf and white ceiling"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt specifies that the reflection shows a bed with a tufted headboard and blue painted walls, making option A correct.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224659"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "Are the two table lamps visible in the mirror’s reflection when the camera is focused on the first dresser?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt mentions 'reflected beds and lamps' in the mirror, indicating that the lamps are part of the reflection content.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224669"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "multiple_choice",
+          "question": "What should be visible in the mirror reflection when the camera is circling the right side of the dresser?",
+          "options": [
+            "A. The back of the dresser and a wall",
+            "B. A bed with a tufted headboard and blue walls",
+            "C. The camera operator",
+            "D. A window with daylight"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt confirms that the reflection consistently includes the bed with a tufted headboard and blue walls throughout the sequence, even during movement around the dresser.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224676"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "binary",
+          "question": "Does the mirror reflect overhead fluorescent lighting as part of the scene?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Although not directly stated, the presence of soft shadows and even illumination suggests the light sources are visible in reflections; the prompt implies consistent lighting across all views, including reflections.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224683"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "When the camera returns to the original dresser at the end of the video, does the mirror still reflect the same bed with a tufted headboard and blue walls?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The final segment reiterates that the reflection again shows the bed with a tufted headboard and blue walls, demonstrating temporal consistency across the entire video.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224692"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "How does the mirror reflection change between Segment 1 and Segment 4?",
+          "options": [
+            "A. It changes from showing a bed to showing a sofa",
+            "B. It remains consistent, showing the same bed and blue walls",
+            "C. It disappears entirely",
+            "D. It reflects the second dresser instead"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Both Segment 1 and Segment 4 describe the mirror reflecting a bed with a tufted headboard and blue walls, indicating no change in reflected content over time.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224699"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Is the reflection in the second dresser's mirror identical in content to the first dresser's mirror?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt states both mirrors show the same bed with a tufted headboard and blue walls, indicating temporal and environmental consistency across similar setups.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224705"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "multiple_choice",
+          "question": "In which segments is the mirror reflection of the tufted headboard bed clearly described?",
+          "options": [
+            "A. Segments 1, 3, 7",
+            "B. Segments 2, 4, 6",
+            "C. Segments 1, 4, 7",
+            "D. Segments 5, 6, 8"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Segments 1 (initial view), 4 (second dresser), and 7 (return to original dresser) all explicitly mention the reflection of the tufted headboard bed, confirming its persistence over time.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224728"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "binary",
+          "question": "Does the reflection update when the camera moves from one dresser to another?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt describes a different mirror setup (second dresser) that also reflects the same environment, implying the reflection updates based on the new viewpoint while maintaining scene consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224736"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "As the camera circles the right side of the dresser, does the mirror reflection update to show a different angle of the showroom?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The camera movement around the dresser changes the viewing angle, and since the reflection must follow the law of reflection, it should show a shifted perspective of the room, consistent with the new camera position.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224749"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "When the camera tilts upward to focus on the lamp bases and mirror frame, what should the reflection show?",
+          "options": [
+            "A. The top of the dresser only",
+            "B. The ceiling and upper part of the room",
+            "C. The camera lens",
+            "D. The floor beneath the dresser"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Tilting upward changes the field of view into the mirror, so the reflection should include higher parts of the room such as the ceiling and upper walls, consistent with physics of reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224757"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "Does the mirror reflection remain static when the camera pans left to reveal the second dresser?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera pans left, the angle relative to the mirror changes, so the reflection must shift accordingly to reflect the new visible portion of the room.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224763"
+          }
+        },
+        {
+          "question_id": "38",
+          "type": "multiple_choice",
+          "question": "Which camera movement would cause the most significant change in the mirror’s reflection?",
+          "options": [
+            "A. A slight zoom on the lamp base",
+            "B. A full circle around the dresser",
+            "C. A slow pan left",
+            "D. A tilt up"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Circling the dresser changes the viewer's angle dramatically, leading to a substantial shift in what is reflected, as opposed to minor adjustments like zoom or tilt.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224770"
+          }
+        },
+        {
+          "question_id": "39",
+          "type": "binary",
+          "question": "When the camera pulls back to a medium shot at the end, does the mirror still reflect the bed with a tufted headboard?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The final segment confirms that the reflection continues to show the bed with a tufted headboard, indicating that even at a wider angle, the reflection maintains spatial accuracy.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T22:58:46.224776"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_873c89398b526c56b09d5bc6ca701a2ed2d7a3785f2fd546f30ee4adcc5c4c2f"
+  },
+  {
+    "task_id": "mem_dl3dv_4f993c63692760b0b166b0e8693713a7ec00539d7f5650211bbe6397f742cf03",
+    "instance_id": "mem_dl3dv_4f993c63692760b0b166b0e8693713a7ec00539d7f5650211bbe6397f742cf03",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_4f993c63692760b0b166b0e8693713a7ec00539d7f5650211bbe6397f742cf03.mp4",
+      "total_frames": 363,
+      "fps": 15.0,
+      "duration_sec": 24.2,
+      "reference_image_path": "inference_img/mem_dl3dv_4f993c63692760b0b166b0e8693713a7ec00539d7f5650211bbe6397f742cf03_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of a large, abstract black and white sculpture situated on a vibrant green lawn under an overcast sky. The sculpture has flowing, ribbon-like forms with cutouts, giving it a dynamic sense of motion. The camera slowly circles the sculpture clockwise, revealing its three-dimensional structure and how it interacts with the surrounding space. In the background, trees with autumn foliage—showing yellows and greens—frame the scene. A gravel path curves behind the sculpture, leading toward a modern building with a glass facade visible in the distance. A red vehicle is parked near the building, partially obscured by trees. As the camera continues its orbit, a tall yellow-and-black striped pole appears intermittently on the left side of the frame, standing upright near the edge of the lawn. The sculpture’s base is embedded in a small patch of exposed earth or gravel, contrasting with the manicured grass. The camera movement is smooth and continuous, maintaining a consistent distance from the sculpture while subtly shifting elevation to capture different angles. Continuing from the mid-point, the sculpture rotates into profile, highlighting its layered depth and negative space. The red vehicle reappears more clearly as the camera pans around, now positioned to the right of the sculpture. The modern building’s reflective glass panels catch muted daylight, adding texture to the backdrop. The autumn trees sway gently in the breeze, their leaves rustling softly. The gravel path remains visible throughout, curving gracefully behind the sculpture and guiding the viewer’s eye through the composition. Finally, as the camera completes its circular trajectory, it returns to a frontal view of the sculpture, slightly lower than the starting angle, emphasizing its grounded base and towering presence. The tall yellow-and-black striped pole reenters the frame on the far left, anchoring the composition. The red vehicle, trees with autumn foliage, modern building, and curving gravel path are all visible again in their original spatial relationships, creating a seamless loop of visual exploration. The entire sequence is tranquil, cinematic, and focused on the interplay between art, nature, and architecture."
+        ],
+        "level_2": [
+          "The video opens with a slow, clockwise circling shot around a large black and white abstract sculpture resting on a lush green lawn. The sculpture features undulating, ribbon-like layers with hollowed-out sections, casting subtle shadows on the grass. Behind it, trees with autumn foliage—blending golden yellows and deep greens—line the horizon under a cloudy sky. A gravel path curves behind the sculpture, leading toward a modern building with a glass facade partially visible. A red vehicle is parked in the distance near the building, nestled among the trees. A tall yellow-and-black striped pole stands to the left of the sculpture, occasionally entering the frame as the camera moves. The sculpture’s base is set into a small patch of bare earth, contrasting with the surrounding turf.",
+          "Continuing from the first third, the camera maintains its steady circular motion around the sculpture, now capturing its side profile and revealing the depth of its layered construction. The red vehicle becomes more prominent as the camera pans, appearing clearer against the backdrop of the modern glass building. The autumn trees sway gently, their colors vivid against the gray sky. The gravel path remains visible, winding behind the sculpture and enhancing the sense of depth. The yellow-and-black striped pole reappears briefly on the left as the camera orbits, reinforcing the spatial context. The sculpture’s dynamic form seems to ripple with each new angle, emphasizing its sculptural complexity and interaction with natural light.",
+          "Finally, the camera completes its circular journey, returning to a near-frontal perspective of the black and white abstract sculpture. The base, embedded in a patch of exposed earth, is clearly visible, grounding the artwork in its environment. The tall yellow-and-black striped pole reenters the frame on the far left, providing a vertical counterpoint to the sculpture’s horizontal flow. The red vehicle, modern glass building, and autumn trees are once again visible in their original positions, creating a cohesive and looping visual narrative. The gravel path curves gently behind the sculpture, tying together the elements of landscape, architecture, and art. The entire sequence feels serene and contemplative, with the camera’s smooth motion inviting viewers to appreciate the sculpture from every angle."
+        ],
+        "level_3": [
+          "0-20%: The video begins with a low-angle, wide shot of a black and white abstract sculpture on a green lawn. Trees with autumn foliage frame the background under a cloudy sky. A red vehicle is faintly visible parked in the distance near a modern building with a glass facade. The camera starts a slow clockwise circle around the sculpture, revealing its layered, flowing form. A gravel path curves behind the sculpture, partially visible at the edge of the frame. As the camera continues its circular motion, the sculpture’s intricate cutouts become more apparent, casting shifting shadows on the grass. The tall yellow-and-black striped pole enters the frame on the left, standing upright beside the lawn. The red vehicle remains in the background, now slightly more defined as the camera angle shifts.",
+          "20-40%: The camera moves further along its arc, now capturing the sculpture from its side profile. The depth of its layered design is emphasized, with negative space forming elegant voids. The gravel path behind the sculpture becomes more prominent, curving gently toward the modern building. The autumn trees sway subtly, their colors rich against the gray sky. The red vehicle is still visible but partially obscured by foliage. Midway through the rotation, the camera lowers slightly, offering a closer view of the sculpture’s base, which is set into a patch of exposed earth or gravel. The tall yellow-and-black striped pole exits the frame as the camera continues its orbit. The modern building’s glass panels catch ambient light, creating soft reflections. The red vehicle remains stationary in the distance, serving as a fixed point of reference.",
+          "40-60%: The camera now captures the sculpture from its rear-left angle, showcasing the curvature of its outermost layer. The gravel path winds visibly behind it, leading toward the modern building. Autumn trees continue to frame the scene, their leaves rustling in the breeze. The red vehicle is momentarily hidden by tree branches before reappearing as the camera progresses. As the camera nears the three-quarter mark of its circle, the sculpture’s front-right face comes into view, highlighting its symmetrical yet organic form. The tall yellow-and-black striped pole reenters the frame on the far left, anchoring the composition. The modern building’s glass facade glints softly, and the red vehicle is clearly visible again, parked near the treeline. The gravel path remains a consistent visual guide behind the sculpture.",
+          "60-80%: The camera continues its smooth orbit, now approaching the final quarter of the circle. The sculpture’s layered ribbons appear to ripple with motion due to the changing perspective. The base, embedded in earth, grounds the piece visually. The autumn trees provide a warm-toned backdrop against the cool gray sky. The red vehicle, modern building, and gravel path remain consistently placed, reinforcing spatial continuity. The camera maintains steady circular motion, emphasizing the sculpture’s dynamic form and interaction with natural light. The yellow-and-black striped pole remains visible on the left, contributing vertical contrast to the horizontal flow of the sculpture.",
+          "80-100%: Finally, the camera completes its full 360-degree circle, returning to a frontal, slightly low-angle view of the black and white abstract sculpture. The tall yellow-and-black striped pole stands prominently on the left, balancing the composition. The red vehicle, modern glass building, and autumn trees are all visible in their original positions, creating a seamless visual loop. The gravel path curves gently behind the sculpture, tying together the elements of nature, art, and architecture in a tranquil, cinematic finale. The sculpture’s base, embedded in a patch of exposed earth, is clearly visible, grounding the artwork in its environment. The entire sequence feels serene and contemplative, with the camera’s smooth motion inviting viewers to appreciate the sculpture from every angle."
+        ],
+        "level_4": [
+          "The video begins with a low-angle, wide shot of a black and white abstract sculpture on a green lawn. Trees with autumn foliage frame the background under a cloudy sky. A red vehicle is faintly visible parked in the distance near a modern building with a glass facade. The camera starts a slow clockwise circle around the sculpture, revealing its layered, flowing form. A gravel path curves behind the sculpture, partially visible at the edge of the frame.",
+          "As the camera continues its circular motion, the sculpture’s intricate cutouts become more apparent, casting shifting shadows on the grass. The tall yellow-and-black striped pole enters the frame on the left, standing upright beside the lawn. The red vehicle remains in the background, now slightly more defined as the camera angle shifts. The modern building’s glass facade reflects the overcast sky, adding texture to the distant background.",
+          "The camera moves further along its arc, now capturing the sculpture from its side profile. The depth of its layered design is emphasized, with negative space forming elegant voids. The gravel path behind the sculpture becomes more prominent, curving gently toward the modern building. The autumn trees sway subtly, their colors rich against the gray sky. The red vehicle is still visible but partially obscured by foliage.",
+          "Midway through the rotation, the camera lowers slightly, offering a closer view of the sculpture’s base, which is set into a patch of exposed earth or gravel. The tall yellow-and-black striped pole exits the frame as the camera continues its orbit. The modern building’s glass panels catch ambient light, creating soft reflections. The red vehicle remains stationary in the distance, serving as a fixed point of reference.",
+          "The camera now captures the sculpture from its rear-left angle, showcasing the curvature of its outermost layer. The gravel path winds visibly behind it, leading toward the modern building. Autumn trees continue to frame the scene, their leaves rustling in the breeze. The red vehicle is momentarily hidden by tree branches before reappearing as the camera progresses.",
+          "As the camera nears the three-quarter mark of its circle, the sculpture’s front-right face comes into view, highlighting its symmetrical yet organic form. The tall yellow-and-black striped pole reenters the frame on the far left, anchoring the composition. The modern building’s glass facade glints softly, and the red vehicle is clearly visible again, parked near the treeline. The gravel path remains a consistent visual guide behind the sculpture.",
+          "The camera continues its smooth orbit, now approaching the final quarter of the circle. The sculpture’s layered ribbons appear to ripple with motion due to the changing perspective. The base, embedded in earth, grounds the piece visually. The autumn trees provide a warm-toned backdrop against the cool gray sky. The red vehicle, modern building, and gravel path remain consistently placed, reinforcing spatial continuity.",
+          "Finally, the camera completes its full 360-degree circle, returning to a frontal, slightly low-angle view of the black and white abstract sculpture. The tall yellow-and-black striped pole stands prominently on the left, balancing the composition. The red vehicle, modern glass building, and autumn trees are all visible in their original positions, creating a seamless visual loop. The gravel path curves gently behind the sculpture, tying together the elements of nature, art, and architecture in a tranquil, cinematic finale."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the modern glass building visible again from a similar angle when the camera returns toward the start of the loop?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "e3803f2a156e8f3746d47a451dc905a373025be83a6997a1e5c4e21e8c5a13fc_0_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the red vehicle remain consistently red and parked near the building throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288763"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which object is described as appearing intermittently on the left side of the frame during the camera's orbit?",
+          "options": [
+            "A. Red vehicle",
+            "B. Modern glass building",
+            "C. Yellow-and-black striped pole",
+            "D. Autumn trees"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288798"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the sculpture’s layered structure remain stable and consistent as the camera moves around it?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288811"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What visual characteristic of the sculpture must be preserved across all viewing angles?",
+          "options": [
+            "A. Color variation",
+            "B. Layered depth and negative space",
+            "C. Reflection in the glass building",
+            "D. Size relative to trees"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288818"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "When the red vehicle reappears after being hidden by branches, does it maintain its original appearance?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288826"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which object is explicitly said to exit the frame and then re-enter later?",
+          "options": [
+            "A. Gravel path",
+            "B. Yellow-and-black striped pole",
+            "C. Modern building",
+            "D. Autumn trees"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288832"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation and return to a view similar to the starting angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288840"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What happens to the camera’s perspective at the end of the sequence?",
+          "options": [
+            "A. It zooms in",
+            "B. It tilts upward",
+            "C. It returns to a frontal, slightly low-angle view",
+            "D. It shifts to a top-down angle"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288847"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Do the autumn trees and gravel path appear in the same spatial arrangement at the start and end of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288854"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which background element serves as a consistent visual guide throughout the video?",
+          "options": [
+            "A. Red vehicle",
+            "B. Yellow-and-black striped pole",
+            "C. Gravel path",
+            "D. Sculpture base"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288861"
+        },
+        {
+          "question": "Is the modern glass building visible again from a similar angle when the camera returns toward the start of the loop?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "12",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the red vehicle remain consistently red and parked near the building throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288763"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Which object is described as appearing intermittently on the left side of the frame during the camera's orbit?",
+          "options": [
+            "A. Red vehicle",
+            "B. Modern glass building",
+            "C. Yellow-and-black striped pole",
+            "D. Autumn trees"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288798"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the sculpture’s layered structure remain stable and consistent as the camera moves around it?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288811"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "What visual characteristic of the sculpture must be preserved across all viewing angles?",
+          "options": [
+            "A. Color variation",
+            "B. Layered depth and negative space",
+            "C. Reflection in the glass building",
+            "D. Size relative to trees"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288818"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "When the red vehicle reappears after being hidden by branches, does it maintain its original appearance?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288826"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "Which object is explicitly said to exit the frame and then re-enter later?",
+          "options": [
+            "A. Gravel path",
+            "B. Yellow-and-black striped pole",
+            "C. Modern building",
+            "D. Autumn trees"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288832"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation and return to a view similar to the starting angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288840"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "What happens to the camera’s perspective at the end of the sequence?",
+          "options": [
+            "A. It zooms in",
+            "B. It tilts upward",
+            "C. It returns to a frontal, slightly low-angle view",
+            "D. It shifts to a top-down angle"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288847"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Do the autumn trees and gravel path appear in the same spatial arrangement at the start and end of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288854"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which background element serves as a consistent visual guide throughout the video?",
+          "options": [
+            "A. Red vehicle",
+            "B. Yellow-and-black striped pole",
+            "C. Gravel path",
+            "D. Sculpture base"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:57:56.288861"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the reflection in the glass facade of the modern building show the red vehicle when it is visible in the scene?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt describes the red vehicle being parked near the building and becoming clearer as the camera pans. Since the building has a reflective glass facade, it should reflect nearby objects like the red vehicle when they are within its field of view.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853718"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "Which of the following objects should be visible in the reflection of the modern building's glass panels during Segment 2?",
+          "options": [
+            "A. The yellow-and-black striped pole",
+            "B. The abstract sculpture’s side profile",
+            "C. The autumn trees with golden foliage",
+            "D. The gravel path curving behind the sculpture"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "During Segment 2, the camera captures the sculpture from the side, and the background includes autumn trees swaying in the breeze. The glass facade reflects ambient daylight and surrounding scenery, so the trees—being prominent in the backdrop—are most likely to appear in the reflection. The pole and gravel path are too distant or off-axis for clear reflection, and the sculpture itself may not be directly reflected due to angle.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853757"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Is the reflection in the glass building consistent with the presence of the overcast sky?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt states that the sky is overcast throughout the video, and the glass facade reflects muted daylight. Therefore, the reflection should include the gray, cloudy sky, matching the actual environment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853767"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "When the camera is positioned at the rear-left angle of the sculpture (Segment 5), what should the reflection in the building’s glass show?",
+          "options": [
+            "A. The front face of the sculpture",
+            "B. The tall yellow-and-black striped pole",
+            "C. The autumn trees and the gravel path",
+            "D. The red vehicle partially obscured by trees"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "At the rear-left angle, the sculpture is viewed from behind, and the background features autumn trees and the gravel path leading toward the building. The glass facade would reflect these elements, which are visible in the environment at that moment. The pole is out of frame, and the sculpture’s front is not visible from this angle, so it wouldn't be reflected.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853776"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "Does the reflection in the glass building accurately depict the position of the red vehicle relative to the trees?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt notes that the red vehicle is 'partially obscured by trees' in multiple segments. If the glass reflects the scene, it must show the vehicle behind or between tree branches, maintaining correct spatial relationships.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853783"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "When the camera returns to the frontal view in Segment 8, does the reflection in the glass building show the same scene as it did in Segment 1?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The sequence is designed to loop seamlessly, returning to the original spatial configuration. Since the environment hasn’t changed and the camera returns to a similar angle, the reflection should be temporally consistent with earlier views.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853794"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "How should the reflection in the glass building change between Segment 4 and Segment 6?",
+          "options": [
+            "A. It remains static because the camera only moves slightly",
+            "B. It shows the red vehicle becoming more visible as the camera orbits",
+            "C. It reflects the yellow-and-black striped pole even though it's not in direct line of sight",
+            "D. It becomes darker as the sky changes color"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "In Segment 4, the red vehicle is still visible but partially obscured; by Segment 6, it is clearly visible again. As the camera moves, the reflection in the glass should update accordingly, showing increased visibility of the vehicle. This reflects temporal consistency in how the mirror updates with environmental changes.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853801"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "If the reflection in the glass building appears unchanged while the camera passes from Segment 3 to Segment 4, is this consistent with the prompt?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The camera moves continuously around the sculpture, changing angles and bringing different elements into view. The reflection should evolve accordingly—e.g., showing more of the gravel path or less of the trees. A static reflection would contradict the dynamic motion described in the prompt.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853807"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "What should happen to the reflection in the glass building when the camera completes its orbit and returns to the starting position?",
+          "options": [
+            "A. It should show a completely new scene due to lighting changes",
+            "B. It should match the initial reflection seen in Segment 1",
+            "C. It should reflect the back of the sculpture instead",
+            "D. It should be blurred due to rain"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt emphasizes a seamless loop, returning to the original composition. Therefore, the reflection in the glass building should also return to its original state, matching the visual context of Segment 1, assuming no external changes.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853813"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Does the reflection in the glass building remain consistent with the gradual appearance of the red vehicle across segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The red vehicle becomes progressively clearer as the camera orbits. The reflection should mirror this progression, showing increasing visibility of the vehicle in the glass, aligning with the temporal development of the scene.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853820"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "As the camera moves from a side profile (Segment 3) to a rear-left angle (Segment 5), does the reflection in the glass building shift to show the corresponding change in perspective?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The camera’s movement alters the viewing angle of the environment, including what is reflected in the glass. The reflection should dynamically update to show the correct portion of the scene based on the camera’s viewpoint, ensuring spatial accuracy.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853828"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "When the camera is at a low angle (Segment 1), what should the reflection in the glass building primarily show?",
+          "options": [
+            "A. The top of the sculpture",
+            "B. The sky and upper portions of the trees",
+            "C. The base of the sculpture and gravel path",
+            "D. The red vehicle at ground level"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "From a low-angle shot, the camera looks up, so the reflection in the glass building will capture higher elements such as the overcast sky and the tops of the autumn trees. Lower objects like the sculpture’s base or vehicle are less likely to be reflected unless the glass is angled downward, which isn't indicated.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853835"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "Does the reflection in the glass building correctly update when the camera lowers slightly in Segment 4?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Lowering the camera changes the field of view and the angle at which light hits the glass. The reflection should adjust accordingly, possibly showing more of the lower parts of the trees or the gravel path, depending on the building’s orientation.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853842"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "When the camera reaches the final frontal view in Segment 8, how should the reflection in the glass building compare to the view in Segment 1?",
+          "options": [
+            "A. It should show the same objects but reversed left-to-right",
+            "B. It should be identical in content and orientation",
+            "C. It should show the opposite side of the sculpture",
+            "D. It should be blank due to glare"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Mirrors and reflective surfaces reverse left and right. Even if the camera returns to a similar position, the reflection will appear mirrored. So while the content (trees, vehicle, sky) matches, the lateral orientation is flipped compared to the real scene.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853848"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "Does the reflection in the glass building show the correct orientation of the yellow-and-black striped pole when it reenters the frame in Segment 6?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The pole is visible on the far left in Segment 6. If reflected in the glass, it should appear on the right side of the reflection (due to mirroring), consistent with its physical position and the camera’s viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853855"
+          }
+        },
+        {
+          "question_id": "38",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes how the reflection in the glass building changes as the camera circles the sculpture?",
+          "options": [
+            "A. It stays constant because reflections don't change with camera movement",
+            "B. It gradually reveals more of the sculpture’s side and then back",
+            "C. It only reflects the sky and never shows ground-level objects",
+            "D. It flickers randomly due to wind"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera moves around the sculpture, the angle of incidence changes, causing the reflection to show different parts of the scene. The reflection should gradually reveal more of the sculpture’s side and then its back, depending on the viewer’s perspective, maintaining viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:00:27.853883"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_4f993c63692760b0b166b0e8693713a7ec00539d7f5650211bbe6397f742cf03"
+  },
+  {
+    "task_id": "mem_dl3dv_13fdcb2da929d42b26bf66aef281e988a05fb3e2b87232ad13b9bd6b6f552e4e",
+    "instance_id": "mem_dl3dv_13fdcb2da929d42b26bf66aef281e988a05fb3e2b87232ad13b9bd6b6f552e4e",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_13fdcb2da929d42b26bf66aef281e988a05fb3e2b87232ad13b9bd6b6f552e4e.mp4",
+      "total_frames": 318,
+      "fps": 15.0,
+      "duration_sec": 21.2,
+      "reference_image_path": "inference_img/mem_dl3dv_13fdcb2da929d42b26bf66aef281e988a05fb3e2b87232ad13b9bd6b6f552e4e_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of a distinctive pine tree with layered, horizontally spreading branches, standing prominently in the center of a sunlit lawn. The camera slowly circles around the tree in a clockwise direction, revealing its sculpted form and dense green needles catching the golden hour sunlight. To the left, a white curved pathway winds gently through the manicured grass, bordered by lush background green shrubs and mature trees that create a soft, natural backdrop. As the camera continues its orbit, the sun occasionally flares into frame from behind the tree’s upper branches, casting dappled shadows across the lawn. The tree’s trunk is slender but sturdy, and each tier of branches appears intentionally shaped, almost like a living sculpture. The surrounding landscape includes neatly trimmed hedges and distant foliage that adds depth to the scene. Continuing from the mid-point, the camera tilts slightly upward to emphasize the tree’s height and the intricate texture of its foliage against the clear blue sky. The white curved pathway reappears on the right side as the camera completes its arc, now showing how it leads toward a partially visible house or structure nestled among more greenery. Finally, the camera returns to a frontal view of the tree, completing the full 360-degree rotation, with the sun dipping lower on the horizon, bathing the entire scene in warm, late-afternoon light, highlighting the contrast between the dark green pine and the bright white path, all framed by the serene background of shrubs and trees."
+        ],
+        "level_2": [
+          "The video starts with a slow clockwise camera movement around a distinctive pine tree with layered, horizontally spreading branches, centered on a sunlit lawn. A white curved pathway is visible to the left, winding through the grass, while background green shrubs and trees form a lush, natural border. Sunlight filters through the tree’s upper branches, creating lens flare and casting dynamic shadows on the ground.",
+          "Continuing from the first third, the camera progresses halfway around the tree, now capturing its full sculptural form from a side angle. The layered branches are clearly defined, and the texture of the needles glistens in the golden hour light. The white curved pathway curves behind the tree, leading toward distant foliage, while the background remains rich with green shrubs and trees that enhance the depth of the scene.",
+          "Finally, the camera completes its circular motion, returning to a near-frontal view of the pine tree. The sun dips lower, intensifying the warm lighting and emphasizing the contrast between the dark green foliage and the bright white pathway. Background green shrubs and trees frame the scene as the camera subtly tilts up to capture the tree’s crown against the blue sky, concluding the full rotation with a serene, sun-drenched composition."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a static wide shot of a distinctive pine tree with layered, horizontally spreading branches, standing tall in the center of a sunlit lawn. To the left, a white curved pathway begins to appear, winding gently through the grass, with background green shrubs and trees softly framing the scene under a clear blue sky. The camera begins a slow clockwise pan around the tree; the layered branches become more visible, and sunlight catches the tips of the needles, creating subtle glints. The white curved pathway becomes more prominent, curving behind the tree, while background green shrubs and trees remain steady in the distance.",
+          "20-40%: Continuing the clockwise movement, the camera reveals the left flank of the pine tree. The texture of its foliage is detailed, with individual needle clusters visible. The sun begins to peek through the upper branches, causing gentle lens flare, while the white curved pathway extends further into the background amid green shrubs and trees. Midway through the orbit, the camera captures a side profile of the tree, emphasizing its sculpted, tiered structure. The white curved pathway now curves behind the tree, partially obscured by foliage. Background green shrubs and trees add depth, and the sun casts long shadows across the sunlit lawn.",
+          "40-60%: As the camera moves past the midpoint, it shows the rear-left quadrant of the tree. The layered branches appear denser here, and the sunlight illuminates the underside of the foliage. The white curved pathway emerges again on the far side, leading toward a distant treeline framed by green shrubs and trees. The camera continues its clockwise arc, revealing the right flank of the pine tree. The white curved pathway is now visible on the right side of the frame, snaking away into the background. Sunlight filters through the upper canopy, creating a halo effect around the tree’s crown, with background green shrubs and trees providing a verdant backdrop.",
+          "60-80%: Nearing completion of the circle, the camera shows the front-right view of the tree. The layered branches are fully illuminated by the setting sun, casting dramatic shadows on the lawn. The white curved pathway re-enters the frame prominently on the right, leading toward a glimpse of a structure hidden among background green shrubs and trees. The camera subtly tilts upward to emphasize the tree’s height and the intricate texture of its foliage against the clear blue sky, while the sun dips lower, intensifying the warm lighting and emphasizing contrast between dark green foliage and the bright white path.",
+          "80-100%: Finally, the camera returns to a near-frontal view of the distinctive pine tree, completing the full 360-degree orbit. The sun sits low on the horizon, bathing the entire scene in warm, golden light. The white curved pathway and background green shrubs and trees frame the tree symmetrically, concluding the sequence with a serene, balanced composition. The tree’s trunk remains slender but sturdy, each tier of branches appearing intentionally shaped, and the surrounding landscape includes neatly trimmed hedges and distant foliage that adds depth to the scene."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a static wide shot of a distinctive pine tree with layered, horizontally spreading branches, standing tall in the center of a sunlit lawn. To the left, a white curved pathway begins to appear, winding gently through the grass, with background green shrubs and trees softly framing the scene under a clear blue sky.",
+          "Part 2/8: The camera begins a slow clockwise pan around the tree. The layered branches become more visible, and sunlight catches the tips of the needles, creating subtle glints. The white curved pathway becomes more prominent, curving behind the tree, while background green shrubs and trees remain steady in the distance.",
+          "Part 3/8: Continuing the clockwise movement, the camera reveals the left flank of the pine tree. The texture of its foliage is detailed, with individual needle clusters visible. The sun begins to peek through the upper branches, causing gentle lens flare, while the white curved pathway extends further into the background amid green shrubs and trees.",
+          "Part 4/8: Midway through the orbit, the camera captures a side profile of the tree, emphasizing its sculpted, tiered structure. The white curved pathway now curves behind the tree, partially obscured by foliage. Background green shrubs and trees add depth, and the sun casts long shadows across the sunlit lawn.",
+          "Part 5/8: The camera moves past the midpoint, now showing the rear-left quadrant of the tree. The layered branches appear denser here, and the sunlight illuminates the underside of the foliage. The white curved pathway emerges again on the far side, leading toward a distant treeline framed by green shrubs and trees.",
+          "Part 6/8: As the camera continues its clockwise arc, it reveals the right flank of the pine tree. The white curved pathway is now visible on the right side of the frame, snaking away into the background. Sunlight filters through the upper canopy, creating a halo effect around the tree’s crown, with background green shrubs and trees providing a verdant backdrop.",
+          "Part 7/8: Nearing completion of the circle, the camera shows the front-right view of the tree. The layered branches are fully illuminated by the setting sun, casting dramatic shadows on the lawn. The white curved pathway re-enters the frame prominently on the right, leading toward a glimpse of a structure hidden among background green shrubs and trees.",
+          "Part 8/8: Finally, the camera returns to a near-frontal view of the distinctive pine tree, completing the full 360-degree orbit. The sun sits low on the horizon, bathing the entire scene in warm, golden light. The white curved pathway and background green shrubs and trees frame the tree symmetrically, concluding the sequence with a serene, balanced composition."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the sunlit lawn still visible behind the tree after the camera completes its 360-degree rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "d3caed662503d3d54680856eab43da71e46860a45f1b40586bfe5298cf5a3540_0_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the pine tree maintain its identity as a single, distinct tree throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:58:48.651270"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the pine tree's identity consistency across segments?",
+          "options": [
+            "A. The tree changes into a different species during rotation",
+            "B. The tree remains the same throughout all angles and lighting",
+            "C. The tree disappears and reappears with different features",
+            "D. The tree’s branches grow new colors"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:58:48.651306"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Do the layered branches of the pine tree maintain their structural integrity during the camera orbit?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:58:48.651319"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "How should the tree’s layered branches behave during the 360-degree rotation?",
+          "options": [
+            "A. They should collapse inward at certain angles",
+            "B. They should appear differently shaped depending on view",
+            "C. They should retain their original horizontal spread and spacing",
+            "D. They should disappear when occluded"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:58:48.651326"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "When the tree’s trunk reappears after being occluded, does it maintain its original appearance?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:58:48.651333"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "What happens to the tree’s occluded parts when they reappear in the frame?",
+          "options": [
+            "A. They appear distorted or changed",
+            "B. They recover with consistent texture and geometry",
+            "C. They vanish permanently",
+            "D. They become transparent"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:58:48.651339"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation and return to a similar frontal view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:58:48.651347"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What is required for successful horizontal loop memory in this scene?",
+          "options": [
+            "A. The camera stops halfway and reverses direction",
+            "B. The final view matches the initial framing and lighting",
+            "C. The tree vanishes at the end",
+            "D. The path changes color"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:58:48.651353"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the white curved pathway reappear in the same location relative to the tree when viewed from the right side?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:58:48.651361"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which element must remain consistent when the background re-enters the frame?",
+          "options": [
+            "A. The pathway’s curvature and position",
+            "B. The sky turns red",
+            "C. The shrubs grow taller",
+            "D. The tree moves"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:58:48.651367"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_13fdcb2da929d42b26bf66aef281e988a05fb3e2b87232ad13b9bd6b6f552e4e"
+  },
+  {
+    "task_id": "mem_dl3dv_cc40635ee536377bb36fbea01fce5d2cd1c3e3bf56ba8299a84f66a3b9293b7a",
+    "instance_id": "mem_dl3dv_cc40635ee536377bb36fbea01fce5d2cd1c3e3bf56ba8299a84f66a3b9293b7a",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_cc40635ee536377bb36fbea01fce5d2cd1c3e3bf56ba8299a84f66a3b9293b7a.mp4",
+      "total_frames": 313,
+      "fps": 15.0,
+      "duration_sec": 20.87,
+      "reference_image_path": "inference_img/mem_dl3dv_cc40635ee536377bb36fbea01fce5d2cd1c3e3bf56ba8299a84f66a3b9293b7a_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of an empty, brightly lit indoor shopping mall corridor. The camera slowly pans right, revealing a central seating area composed of four plush orange armchairs arranged around two round black coffee tables on top of a large rectangular black rug. In the background, the Macy's storefront is prominently visible with its red star logo and illuminated signage. As the camera continues to rotate clockwise, it passes a digital kiosk mounted on a silver pedestal to the left of the seating area. Further along the pan, a Coca-Cola vending machine appears in the distance near a store entrance with yellow trim. The camera then reveals 'The Children’s Place' store sign hanging overhead as it completes its circular motion. The flooring throughout is white tiled with black grout lines. The lighting is uniformly bright from recessed ceiling fixtures. Finally, the camera returns to its starting point, completing a full 360-degree sweep around the seating arrangement, capturing all mandatory landmarks: the orange armchairs, round coffee tables, black rug, Macy’s storefront, digital kiosk, Coca-Cola vending machine, and The Children’s Place store — each appearing in sequence as the camera moves smoothly and steadily around the space."
+        ],
+        "level_2": [
+          "The video starts with a wide shot of a spacious, well-lit mall interior centered on a seating arrangement of four orange armchairs and two round black coffee tables placed atop a black rug. The camera begins a slow clockwise rotation, initially facing the Macy’s storefront with its glowing red star logo. As it pans right, the digital kiosk on a silver pedestal comes into view beside the seating area. The white tiled floor with black grid lines extends throughout, and distant store entrances are visible under bright ceiling lights.",
+          "Continuing from the previous segment, the camera pans further right, now revealing a Coca-Cola vending machine positioned near a store with yellow trim. The movement continues past the vending machine, bringing 'The Children’s Place' store sign into frame overhead. The camera maintains a steady, smooth circular motion around the seating area, keeping the orange armchairs and black coffee tables consistently in the foreground while the background elements shift accordingly.",
+          "Finally, the camera completes its 360-degree rotation, returning to face the Macy’s storefront once more. The full loop captures all mandatory landmarks in sequence: the orange armchairs, round coffee tables, black rug, digital kiosk, Coca-Cola vending machine, and The Children’s Place store. The environment remains consistent — clean, quiet, and brightly lit — with no people present. The video ends exactly where it began, having fully circled the central seating area."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a static wide shot of an empty, brightly lit mall corridor. Centered is a seating area with four orange armchairs and two round black coffee tables on a black rug. Behind them, the Macy’s storefront glows with its red star logo. The white tiled floor with black grout lines extends outward under uniform recessed ceiling lighting. The camera begins a slow clockwise pan, and the silver digital kiosk on a pedestal enters the left edge of the frame while Macy’s remains prominent.",
+          "20-40%: Continuing the clockwise pan, the digital kiosk moves toward center-left as the Macy’s storefront exits the right side of the frame. A distant store entrance with yellow trim becomes visible in the background. The camera proceeds further right, revealing a Coca-Cola vending machine positioned near that yellow-trimmed store entrance. The orange armchairs, black coffee tables, and black rug remain fixed in the foreground throughout this segment.",
+          "40-60%: The Coca-Cola vending machine is now centered in the mid-background as the camera continues its rotation. Above it, the hanging sign for 'The Children’s Place' store comes into view. The lighting remains uniformly bright, and the white tiled floor pattern stays consistent. The foreground elements—orange armchairs, round black coffee tables, and black rug—are still clearly visible and anchored in the composition.",
+          "60-80%: The Children’s Place store sign becomes more prominent as the camera pans past it, and the orange armchairs and black coffee tables continue to rotate with the perspective. The black rug remains sharply defined against the white tiles. As the pan progresses, the digital kiosk reappears on the far left, and the Macy’s storefront begins to re-enter at the far right edge of the frame. The environment remains quiet, clean, and devoid of people.",
+          "80-100%: The camera completes its 360-degree rotation, returning directly to face the Macy’s storefront once more. All mandatory landmarks—the orange armchairs, round coffee tables, black rug, digital kiosk, Coca-Cola vending machine, and The Children’s Place store—have been captured sequentially during the pan. The video ends exactly where it began, with identical framing, lighting, and spatial arrangement, maintaining the sterile, brightly lit atmosphere."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a static wide shot of an empty mall corridor. Centered in the frame is a seating area with four orange armchairs and two round black coffee tables on a black rug. Behind them, the Macy’s storefront glows with its red star logo. The white tiled floor stretches outward under bright overhead lighting.",
+          "Part 2/8: The camera begins a slow clockwise pan. The Macy’s storefront remains prominent as the left edge of the frame reveals a silver digital kiosk standing beside the seating area. The orange armchairs and black coffee tables remain fixed in the center, while the background begins to shift slightly.",
+          "Part 3/8: Continuing the clockwise pan, the digital kiosk moves toward the center-left of the frame. The Macy’s storefront exits the right side of the view. A distant store entrance with yellow trim becomes visible in the background, and the white tiled floor pattern remains consistent.",
+          "Part 4/8: The camera pans further right, now showing a Coca-Cola vending machine in the mid-background near the yellow-trimmed store entrance. The orange armchairs and black coffee tables still dominate the foreground, and the black rug beneath them remains clearly visible.",
+          "Part 5/8: The Coca-Cola vending machine is now centered in the background as the camera continues its rotation. Above it, the sign for 'The Children’s Place' store comes into view, hanging from the ceiling. The lighting remains uniformly bright, and the tiled floor extends continuously.",
+          "Part 6/8: The Children’s Place store sign becomes more prominent as the camera pans past it. The orange armchairs and black coffee tables remain anchored in the foreground, rotating with the camera’s perspective. The black rug beneath them stays clearly defined against the white tiles.",
+          "Part 7/8: The camera continues its clockwise arc, now beginning to reveal the digital kiosk again on the far left. The Macy’s storefront starts to reappear at the far right edge of the frame. The scene remains devoid of people, maintaining a quiet, sterile atmosphere.",
+          "Part 8/8: Finally, the camera completes its 360-degree rotation, returning to face the Macy’s storefront directly. All mandatory landmarks — orange armchairs, round coffee tables, black rug, digital kiosk, Coca-Cola vending machine, and The Children’s Place store — have been captured in sequence during the pan. The video ends precisely where it began, with the same composition and lighting."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the Macy’s storefront visible again at the end of the video after the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "bd905f2f4c408e46ce582bcc89b08b32793e31766bf826e6c063876d4ebcc7f4_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Is the Coca-Cola vending machine visible during the forward movement before reaching the Children’s Place?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "bd905f2f4c408e46ce582bcc89b08b32793e31766bf826e6c063876d4ebcc7f4_1_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation and return to the exact starting view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:12.436066"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which landmark is visible at both the beginning and end of the video?",
+          "options": [
+            "A. Coca-Cola vending machine",
+            "B. The Children’s Place store sign",
+            "C. Macy’s storefront",
+            "D. Digital kiosk"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:12.436107"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the Macy’s storefront appear again at the end of the video with the same lighting and logo visibility as at the start?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:12.436119"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the starting point, which background element should be fully visible and consistent?",
+          "options": [
+            "A. Coca-Cola vending machine",
+            "B. The Children’s Place store sign",
+            "C. Digital kiosk",
+            "D. Macy’s storefront"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:12.436126"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Is the digital kiosk expected to reappear on the far left after being occluded during the pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:12.436134"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What must remain consistent when the digital kiosk reappears after being occluded?",
+          "options": [
+            "A. Its color and shape",
+            "B. Its lighting intensity",
+            "C. Its brand logo",
+            "D. Its motion speed"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:12.436140"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the Coca-Cola vending machine maintain its branding and red color throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:12.436147"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "Which object must retain its identity and appearance regardless of camera angle?",
+          "options": [
+            "A. Orange armchair",
+            "B. White tile floor",
+            "C. Black rug",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:12.436154"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_cc40635ee536377bb36fbea01fce5d2cd1c3e3bf56ba8299a84f66a3b9293b7a"
+  },
+  {
+    "task_id": "mem_dl3dv_bd3da6c5820ac1c1fcf0149c3e952c04be4d3a23595f19d269df09107ac3a959",
+    "instance_id": "mem_dl3dv_bd3da6c5820ac1c1fcf0149c3e952c04be4d3a23595f19d269df09107ac3a959",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_bd3da6c5820ac1c1fcf0149c3e952c04be4d3a23595f19d269df09107ac3a959.mp4",
+      "total_frames": 309,
+      "fps": 15.0,
+      "duration_sec": 20.6,
+      "reference_image_path": "inference_img/mem_dl3dv_bd3da6c5820ac1c1fcf0149c3e952c04be4d3a23595f19d269df09107ac3a959_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a low-angle, upward-looking shot moving slowly through a narrow urban alleyway at night. The camera glides forward beneath a concrete ceiling embedded with recessed lights that cast soft pools of illumination on the gray surfaces below. To the right, a parked white car is visible under the overhang of a modern building, partially illuminated by ambient light. Above, multi-story glass windows are brightly lit from within, revealing interior spaces with warm yellow lighting and occasional silhouettes or furniture. As the camera continues its steady ascent, it tilts slightly upward, capturing more of the vertical architecture — including balconies, metal railings, and structural beams. The illuminated glass windows dominate the upper frame, arranged in grid-like patterns across multiple floors, each pane glowing with interior activity. The camera then briefly pans to the left, revealing a dark brick wall adjacent to the alley, before returning to center and continuing its upward trajectory. At one point, the camera passes directly beneath a large, flat concrete slab overhead, momentarily plunging the frame into near darkness before emerging again into the glow of the upper-level windows. The final moments show the camera still ascending, now focused entirely on the towering facade of illuminated glass windows stretching into the night sky, their reflections shimmering against the dark surroundings, while the concrete ceiling and recessed lights remain faintly visible at the bottom edge of the frame."
+        ],
+        "level_2": [
+          "The video starts with a slow, low-angle tracking shot moving forward through a dimly lit urban alley at night. The camera looks up toward a concrete ceiling lined with recessed lights casting soft illumination. On the right side, a parked white car is partially visible under the overhang of a modern structure. Above, illuminated glass windows glow warmly from within, revealing glimpses of interior spaces. The camera begins its gradual upward tilt as it moves forward, emphasizing the height of the surrounding buildings.",
+          "Continuing from the previous segment, the camera ascends further, now focusing more intently on the vertically stacked illuminated glass windows. Each window pane reveals softly lit interiors with furniture silhouettes and occasional movement. The concrete ceiling with recessed lights remains visible at the bottom of the frame, but the view is increasingly dominated by the architectural grid of glowing windows. Midway, the camera briefly pans left to reveal a dark brick wall running alongside the alley, then returns to center, maintaining its upward trajectory.",
+          "Finally, the camera continues its steady ascent, now fully immersed in the towering facade of illuminated glass windows. The concrete ceiling and recessed lights become peripheral elements at the very bottom of the frame. The windows stretch upward into the night sky, their warm glows contrasting sharply with the surrounding darkness. The camera maintains its slow, deliberate motion, ending with a sustained upward gaze at the luminous grid of windows, creating a sense of vertical grandeur and urban isolation."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle shot moving forward through a narrow alley at night. A concrete ceiling with evenly spaced recessed lights is visible above, casting soft illumination. To the right, a parked white car is partially lit under an overhang. In the distance, illuminated glass windows glow warmly from upper floors. Continuing forward, the camera begins a gentle upward tilt; the concrete ceiling remains prominent with recessed lights creating circular pools of brightness, the parked white car stays visible on the right, and the illuminated glass windows grow larger in the frame, revealing interior details like furniture silhouettes.",
+          "20-40%: The camera ascends further, now focusing more on the illuminated glass windows spanning multiple floors. The concrete ceiling is still present at the bottom edge. The warm interior lighting contrasts with the dark exterior, and the grid-like arrangement of windows becomes more defined. The camera continues its upward motion, now centered on the glowing windows; the parked white car is no longer in view, while the concrete ceiling with recessed lights remains at the lower edge of the frame. The windows reveal more interior detail, including ceiling fixtures and occasional shadows.",
+          "40-60%: The camera briefly pans left, revealing a dark brick wall adjacent to the alley, then returns to center, maintaining its upward trajectory. The illuminated glass windows continue to dominate the upper frame, while the concrete ceiling with recessed lights occupies the lower portion. The camera then passes beneath a large, flat concrete slab, momentarily plunging the scene into near darkness. As it emerges, the illuminated glass windows reappear, glowing even brighter against the night, and the concrete ceiling with recessed lights is once again visible at the bottom.",
+          "60-80%: The camera continues its steady ascent, now almost entirely focused on the vertical array of illuminated glass windows. The concrete ceiling and recessed lights occupy only a thin strip at the bottom of the frame. The windows’ warm glows create a rhythmic pattern against the dark sky. The view is increasingly dominated by the architectural grid of glowing windows, each pane revealing softly lit interiors with furniture silhouettes and occasional movement, while structural elements like balconies, metal railings, and beams become more apparent.",
+          "80-100%: Finally, the camera holds its upward gaze on the towering facade of illuminated glass windows stretching into the night. The concrete ceiling and recessed lights are barely visible at the very bottom. The scene ends with a lingering view of the glowing grid, evoking a sense of urban solitude and architectural scale. The windows stretch upward into the night sky, their reflections shimmering against the dark surroundings, while the warm glows contrast sharply with the surrounding darkness."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle shot moving forward through a narrow alley at night. A concrete ceiling with evenly spaced recessed lights is visible above, casting soft illumination. To the right, a parked white car is partially lit under an overhang. In the distance, illuminated glass windows glow warmly from upper floors.",
+          "Part 2/8: Continuing forward, the camera begins a gentle upward tilt. The concrete ceiling remains prominent, with recessed lights creating circular pools of brightness. The parked white car stays visible on the right, while the illuminated glass windows grow larger in the frame, revealing interior details like furniture silhouettes.",
+          "Part 3/8: The camera ascends further, now focusing more on the illuminated glass windows spanning multiple floors. The concrete ceiling is still present at the bottom edge. The warm interior lighting contrasts with the dark exterior, and the grid-like arrangement of windows becomes more defined.",
+          "Part 4/8: The camera continues its upward motion, now centered on the glowing windows. The parked white car is no longer in view. The concrete ceiling with recessed lights remains at the lower edge of the frame. The windows reveal more interior detail, including ceiling fixtures and occasional shadows.",
+          "Part 5/8: The camera briefly pans left, revealing a dark brick wall adjacent to the alley. It then returns to center, maintaining its upward trajectory. The illuminated glass windows continue to dominate the upper frame, while the concrete ceiling with recessed lights occupies the lower portion.",
+          "Part 6/8: The camera passes beneath a large, flat concrete slab, momentarily plunging the scene into near darkness. As it emerges, the illuminated glass windows reappear, glowing even brighter against the night. The concrete ceiling with recessed lights is once again visible at the bottom.",
+          "Part 7/8: The camera continues its steady ascent, now almost entirely focused on the vertical array of illuminated glass windows. The concrete ceiling and recessed lights occupy only a thin strip at the bottom of the frame. The windows’ warm glows create a rhythmic pattern against the dark sky.",
+          "Part 8/8: Finally, the camera holds its upward gaze on the towering facade of illuminated glass windows stretching into the night. The concrete ceiling and recessed lights are barely visible at the very bottom. The scene ends with a lingering view of the glowing grid, evoking a sense of urban solitude and architectural scale."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Does the camera return to viewing the parked white car after tilting up and then down?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "cd7d889906d6b22d46283d4722c06623f1d9ac85800d76402189c6d621492228_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the white car visible in the first three segments of Level 3?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818890"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "When does the white car disappear from view in the video sequence?",
+          "options": [
+            "A. After Segment 3",
+            "B. In Segment 4",
+            "C. During the pan to the left",
+            "D. At the end of the video"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818924"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the camera pass under a concrete slab that causes temporary darkness?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818936"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What happens to the illuminated windows when the camera emerges from under the concrete slab?",
+          "options": [
+            "A. They appear dimmer",
+            "B. They glow brighter",
+            "C. They are replaced with different windows",
+            "D. They remain unchanged"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818943"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera maintain a steady upward trajectory throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818952"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "How does the concrete ceiling change in visibility as the camera ascends?",
+          "options": [
+            "A. It becomes larger",
+            "B. It remains constant",
+            "C. It shrinks to a thin strip at the bottom",
+            "D. It disappears completely"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818959"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is the dark brick wall visible only once during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818966"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "After panning left to show the brick wall, what happens to the camera’s focus?",
+          "options": [
+            "A. It stays on the wall",
+            "B. It pans right immediately",
+            "C. It returns to center",
+            "D. It zooms out"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818971"
+        },
+        {
+          "question": "Does the camera return to viewing the parked white car after tilting up and then down?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "10",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Is the white car visible in the first three segments of Level 3?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818890"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When does the white car disappear from view in the video sequence?",
+          "options": [
+            "A. After Segment 3",
+            "B. In Segment 4",
+            "C. During the pan to the left",
+            "D. At the end of the video"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818924"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the camera pass under a concrete slab that causes temporary darkness?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818936"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "What happens to the illuminated windows when the camera emerges from under the concrete slab?",
+          "options": [
+            "A. They appear dimmer",
+            "B. They glow brighter",
+            "C. They are replaced with different windows",
+            "D. They remain unchanged"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818943"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the camera maintain a steady upward trajectory throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818952"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "How does the concrete ceiling change in visibility as the camera ascends?",
+          "options": [
+            "A. It becomes larger",
+            "B. It remains constant",
+            "C. It shrinks to a thin strip at the bottom",
+            "D. It disappears completely"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818959"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Is the dark brick wall visible only once during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818966"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "After panning left to show the brick wall, what happens to the camera’s focus?",
+          "options": [
+            "A. It stays on the wall",
+            "B. It pans right immediately",
+            "C. It returns to center",
+            "D. It zooms out"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T21:59:47.818971"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the reflection in the glass windows show the illuminated interiors of the buildings, including furniture silhouettes and ceiling fixtures?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt explicitly states that the illuminated glass windows reveal interior spaces with warm yellow lighting, furniture silhouettes, and occasional movement. Therefore, reflections should show these internal elements.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819624"
+          }
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "Which of the following objects should be visible in the reflection of the glass windows during the final moments of the video?",
+          "options": [
+            "A. The parked white car on the right",
+            "B. The dark brick wall on the left",
+            "C. The concrete ceiling with recessed lights",
+            "D. The night sky and surrounding darkness"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "In the final moments, the camera is focused upward on the illuminated glass windows stretching into the night sky. The reflection would logically include the dark surroundings and night sky, not nearby alley elements like the car or brick wall, which are no longer in direct line of sight from the high-angle view.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819668"
+          }
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Are the reflections in the glass windows consistent with the warm yellow interior lighting described in the prompt?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt specifies that the glass windows are 'brightly lit from within' with 'warm yellow lighting,' so any reflection must accurately convey this color temperature and illumination to maintain content consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819677"
+          }
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "What should be reflected in the glass windows when the camera passes beneath the large concrete slab and emerges back into light?",
+          "options": [
+            "A. The dark underside of the slab",
+            "B. The illuminated upper floors and night sky",
+            "C. The parked white car",
+            "D. The brick wall on the left"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "After emerging from under the slab, the camera resumes its upward trajectory toward the illuminated windows. At this point, the dominant visual is the glowing grid of windows against the night sky, so their reflections should depict the same external environment—darkness and sky—not obscured or low-light elements.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819684"
+          }
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Do the reflections in the glass windows include the concrete ceiling and recessed lights when they are visible at the bottom of the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The concrete ceiling and recessed lights are below the camera’s view and not positioned to reflect into the upper-level glass windows. Reflections in vertical glass surfaces would mirror the sky and surroundings above or around them, not downward-facing structures unless specifically angled.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819691"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "binary",
+          "question": "When the camera returns to a similar position after passing under the concrete slab, do the reflections in the glass windows remain consistent with earlier views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt describes the camera emerging back into the glow of the windows after passing under the slab. Since the environment hasn’t changed (same building facade), the reflections should remain temporally consistent with previous appearances of the windows.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819701"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "multiple_choice",
+          "question": "How should the reflection in the glass windows change between Segment 4 and Segment 7 as the camera ascends?",
+          "options": [
+            "A. The reflections become darker due to increased distance",
+            "B. The reflections shift to show more of the night sky and less of the alley",
+            "C. The reflections show more of the concrete ceiling and recessed lights",
+            "D. The reflections remain unchanged throughout"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "As the camera ascends, the perspective changes: the lower alley elements recede, and the upper portions of the building dominate. Thus, reflections in the glass should adapt to show more of the night sky and less of the ground-level environment, maintaining temporal consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819720"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Is the reflection in the glass windows during the final segment consistent with what was seen in earlier segments when the camera was lower in the alley?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "While the windows themselves are consistent, the reflection content changes over time due to camera elevation. Earlier reflections might include parts of the alley or car, but later ones focus on the sky and upper structures. So, while the physical windows repeat, their reflections evolve—this is expected and valid, meaning inconsistency would only occur if reflections failed to update.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819728"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "If the glass windows appear again after being out of view for a moment (e.g., under the slab), should the reflection still show the same interior details?",
+          "options": [
+            "A. Yes, because the interiors haven't changed",
+            "B. No, because the camera angle has shifted",
+            "C. Yes, but only if the lighting conditions are identical",
+            "D. It depends on the weather"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The interiors are static and continuously lit. Even if the camera briefly loses sight of the windows, upon reappearing, the reflection should still show the same warm-lit rooms with furniture silhouettes, assuming no internal changes occurred. This maintains temporal memory of the scene.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819735"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Do the reflections in the glass windows retain the same warmth and brightness across all segments where they appear?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt consistently describes the windows as 'brightly lit from within' with 'warm yellow lighting.' There's no indication of flickering or dimming, so the reflection's appearance should remain temporally stable unless external factors (like weather) are introduced—which they aren't.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819751"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "binary",
+          "question": "As the camera moves upward through the alley, does the reflection in the glass windows update to show the changing sky and surrounding darkness from each new vantage point?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The camera's ascent alters the viewing angle relative to the windows. Proper viewpoint consistency requires that reflections adjust accordingly—showing more sky as the camera rises, less of the alley floor. This ensures the reflection matches the actual field of view.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819759"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "multiple_choice",
+          "question": "When the camera pans left to reveal the dark brick wall, should the reflection in the adjacent glass windows also show part of that wall?",
+          "options": [
+            "A. Yes, because it's now in the camera's field of view",
+            "B. No, because the glass windows face outward, not inward",
+            "C. Yes, but only if the wall is directly opposite the window",
+            "D. No, because the reflection depends on external lighting"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Reflections depend on the geometry of the surface and surrounding environment. If the brick wall is directly opposite a window, it may reflect into it. However, since the windows are likely facing forward (toward the city), and the wall is lateral, it may not be visible in the reflection unless specifically aligned. But given proximity, some reflection could occur—making C the most accurate answer based on physics.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819766"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "binary",
+          "question": "Does the reflection in the glass windows correctly update when the camera passes under the concrete slab and reemerges?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Passing under the slab temporarily blocks light and view. Upon emergence, the reflection should reset to show the current environment—the night sky and upper buildings—demonstrating correct viewpoint-based updating of the reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819780"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "multiple_choice",
+          "question": "From the final upward-looking perspective, what should the reflection in the glass windows primarily show?",
+          "options": [
+            "A. The concrete ceiling and recessed lights",
+            "B. The alley walls and parked car",
+            "C. The night sky and surrounding darkness",
+            "D. The interior of the building"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "At the highest point, the camera looks up at the windows against the night sky. Glass surfaces reflect their surroundings; thus, the primary reflection should be the dark sky and ambient urban environment, not internal scenes or lower structures.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819786"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "When the camera tilts upward, do the reflections in the glass windows shift to align with the new angle of view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera tilts, the relative orientation to the windows changes. For realistic reflection memory, the mirrored image must rotate or scale appropriately to match the new viewpoint, ensuring spatial coherence between real and reflected worlds.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:01:15.819793"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_bd3da6c5820ac1c1fcf0149c3e952c04be4d3a23595f19d269df09107ac3a959"
+  },
+  {
+    "task_id": "mem_dl3dv_fa290517f6f5102ed0544020b826762485dc7fa96f8b49c408d7d54c96dd1580",
+    "instance_id": "mem_dl3dv_fa290517f6f5102ed0544020b826762485dc7fa96f8b49c408d7d54c96dd1580",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_fa290517f6f5102ed0544020b826762485dc7fa96f8b49c408d7d54c96dd1580.mp4",
+      "total_frames": 405,
+      "fps": 15.0,
+      "duration_sec": 27.0,
+      "reference_image_path": "inference_img/mem_dl3dv_fa290517f6f5102ed0544020b826762485dc7fa96f8b49c408d7d54c96dd1580_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, sun-drenched view of a grand public monument situated in a lush green park under a bright blue sky with scattered white clouds. The central statue on pedestal, a towering bronze figure standing atop a multi-tiered stone base adorned with sculpted allegorical figures, dominates the frame. Surrounding the monument is a curved pathway made of light-colored paving stones that gracefully encircles the structure. Lush green lawn and mature trees frame the scene, casting soft shadows. In the background, a majestic neoclassical building with a dome rises behind the monument, its classical architecture contrasting with modern glass skyscrapers visible to the left and right. As the camera begins a slow, continuous circular orbit around the monument, it reveals different perspectives: the modern glass skyscraper glints in the sunlight as the camera pans left; then the neoclassical building reappears behind the monument as the camera moves right. Sun flares occasionally streak across the lens, enhancing the vividness of the day. The camera tilts up to emphasize the height of the central statue against the blue sky, then lowers to capture the intricate details of the sculpted figures at the base — one seated, draped in flowing robes, another gesturing outward. The movement continues seamlessly, alternating between low-angle shots that dramatize the monument’s scale and eye-level views that integrate the surrounding urban landscape. Throughout the sequence, the curved pathway remains visible, guiding the viewer’s eye around the monument, while the green lawn and trees provide a natural buffer between the historic sculpture and the modern cityscape. The video concludes with the camera completing its full 360-degree sweep, returning to the initial framing but now enriched by the full context of the environment — the blue sky with clouds still overhead, the stone base with sculpted figures clearly detailed, the modern glass skyscraper and neoclassical building with dome both visible in their respective positions, and the pathway curving around the monument, all bathed in golden afternoon light."
+        ],
+        "level_2": [
+          "The video opens with a sweeping wide shot of a monumental statue on a stone pedestal, surrounded by green lawn and mature trees under a vibrant blue sky with scattered clouds. A curved paved pathway encircles the monument. Behind it stands a grand neoclassical building with a dome, while modern glass skyscrapers flank the scene on either side. The camera begins a slow, clockwise orbit around the monument, capturing the interplay of sunlight and shadow. As it moves, the modern glass skyscraper becomes more prominent on the left, reflecting the sky, while the neoclassical building remains visible behind the monument. The central statue towers above, and the sculpted figures at the base begin to come into sharper focus.",
+          "Continuing from the previous segment, the camera completes its mid-orbit around the monument, now revealing the back and right-side angles. The stone base with sculpted figures — including a seated robed figure and a gesturing allegorical form — is clearly detailed. The sun flares dramatically as the camera tilts upward toward the central statue against the blue sky. The green lawn stretches out on all sides, bordered by trees that sway gently. The modern glass skyscraper remains visible on the right, while the neoclassical building with the dome reappears as the camera circles back. The curved pathway continues to guide the eye around the monument, emphasizing its centrality in the urban park setting.",
+          "Finally, the camera nears the completion of its full 360-degree rotation, returning to a framing similar to the opening shot but now enriched with the full spatial context. The central statue on pedestal is once again centered, with the stone base and sculpted figures prominently displayed. The curved pathway wraps around the monument, leading the viewer’s gaze through the green lawn and trees. The blue sky with clouds remains overhead, and the modern glass skyscraper and neoclassical building with dome are both visible in their original positions, creating a harmonious blend of historic and contemporary architecture. The camera lingers for a moment, allowing the viewer to absorb the entire scene before the video ends."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a wide-angle shot of a grand stone monument featuring a central bronze statue on a multi-tiered stone pedestal, set within a verdant park under a clear blue sky with scattered white clouds. Green lawn and mature trees surround the structure, and a curved paved pathway encircles the monument. In the background, a neoclassical building with a dome is visible, and to the left, a modern glass skyscraper reflects sunlight. The camera begins a slow clockwise orbit around the monument, bringing the modern glass skyscraper into greater prominence while the neoclassical building remains partially visible behind the monument; details of the stone base—including a seated draped figure—become more discernible, and sun flares appear as the camera tilts slightly upward.",
+          "20-40%: Continuing the orbit, the camera moves to show the monument’s left flank and then its rear. The curved pathway remains clearly visible winding around the base, with trees framing the edges and green lawn extending toward the foreground. The modern glass skyscraper dominates the left background, while the neoclassical building with the dome peeks from behind trees on the right in the earlier part of this segment; by mid-segment, the neoclassical building is temporarily obscured by trees as the central statue appears silhouetted against the bright blue sky. The sculpted allegorical figures on the stone base—including a gesturing form—are shown in profile and then from behind, emphasizing their placement and posture.",
+          "40-60%: The camera progresses to the right side of the monument, beginning to reveal the front again. The green lawn and trees remain consistent in foreground and background, with sunlight casting long shadows that enhance the texture of the stone base and sculpted figures. The neoclassical building with the dome re-emerges in the background, now more centered, while the modern glass skyscraper remains visible on the far right edge of the frame. As the orbit continues, the central statue is framed between the neoclassical building and the modern skyscraper, and the curved pathway curves gracefully around the base, guiding the eye through the landscape; sculpted figures are illuminated by direct sunlight, revealing fine details in drapery and posture.",
+          "60-80%: Approaching the final quarter, the camera tilts upward briefly to emphasize the central statue against the blue sky with clouds, then lowers to capture the full stone base with sculpted figures from a three-quarter angle. The green lawn and trees frame the scene symmetrically. The neoclassical building with the dome is fully visible behind the monument, and the modern glass skyscraper appears on the left, completing the architectural contrast. Sun flares occasionally streak across the lens, and the camera maintains a smooth, continuous motion, alternating between low-angle shots dramatizing scale and eye-level views integrating the urban context.",
+          "80-100%: The camera completes its 360-degree orbit, returning to the initial framing: the central statue on pedestal is centered once again, surrounded by the curved pathway, green lawn, and trees. The blue sky with clouds remains overhead, and both the modern glass skyscraper and the neoclassical building with the dome are visible in their original positions. The stone base with sculpted figures is clearly detailed, and the entire scene is bathed in golden afternoon light. The video ends with a lingering shot that encapsulates the harmony between nature, historic sculpture, and modern cityscape, enriched by the full spatial context gained through the full rotation."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a wide-angle shot of a grand stone monument featuring a central statue on a pedestal, set within a verdant park. Green lawn and tall trees surround the structure under a clear blue sky with wispy clouds. A curved pathway encircles the monument. In the background, a neoclassical building with a dome is visible, and to the left, a modern glass skyscraper reflects the sunlight. The camera begins a slow clockwise pan around the monument.",
+          "Part 2/8: Continuing the orbit, the camera moves slightly left, bringing the modern glass skyscraper into greater prominence while the neoclassical building remains partially visible behind the monument. The central statue looms large against the blue sky. Details of the stone base with sculpted figures — including a seated draped figure — become more discernible. Sunlight creates lens flares as the camera tilts slightly upward, highlighting the monument’s verticality.",
+          "Part 3/8: The camera continues its circular motion, now positioned to show the monument’s left flank. The curved pathway is clearly visible winding around the base. Trees frame the edges of the shot, and the green lawn extends toward the foreground. The modern glass skyscraper dominates the left background, while the neoclassical building with the dome peeks from behind the trees on the right. The sculpted figures on the stone base are shown in profile.",
+          "Part 4/8: Midway through the orbit, the camera focuses on the rear of the monument. The central statue appears silhouetted against the bright blue sky. The stone base’s sculpted figures — including a gesturing allegorical figure — are now seen from behind. The curved pathway continues to curve around the structure. The neoclassical building with the dome is temporarily obscured by trees, while the modern glass skyscraper remains visible to the far left.",
+          "Part 5/8: The camera moves to the right side of the monument, beginning to reveal the front again. The green lawn and trees remain consistent in the foreground and background. The sun casts long shadows, enhancing the texture of the stone base and sculpted figures. The neoclassical building with the dome re-emerges in the background, now more centered. The modern glass skyscraper is still visible on the far right edge of the frame.",
+          "Part 6/8: The camera continues its clockwise arc, now showing the monument’s right flank. The central statue on pedestal is framed between the neoclassical building with the dome and the modern glass skyscraper. The curved pathway curves gracefully around the base, leading the eye through the green lawn. The sculpted figures on the stone base are illuminated by direct sunlight, revealing fine details in their drapery and posture.",
+          "Part 7/8: As the camera approaches the final quarter of its orbit, it tilts upward briefly to emphasize the central statue against the blue sky with clouds. Then it lowers to capture the full stone base with sculpted figures, now viewed from a three-quarter angle. The green lawn and trees frame the scene symmetrically. The neoclassical building with the dome is fully visible behind the monument, and the modern glass skyscraper appears on the left, completing the architectural contrast.",
+          "Part 8/8: The camera completes its 360-degree orbit, returning to the initial framing. The central statue on pedestal is centered once again, surrounded by the curved pathway, green lawn, and trees. The blue sky with clouds remains overhead, and both the modern glass skyscraper and the neoclassical building with the dome are visible in their original positions. The video ends with a lingering shot that encapsulates the harmony between nature, history, and modernity."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Does the neoclassical building with the dome reappear in the same relative position after the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "bd21aa13de5a6f5630a835d3f7f10341e17f7d29b1f0bd05aab54fee50e423dc_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the central statue maintain the same identity throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:01:38.250185"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the consistency requirement for the sculpted figures at the base?",
+          "options": [
+            "A. They should appear differently depending on the angle",
+            "B. They must retain their original appearance when revealed again",
+            "C. They can be replaced with new figures during the orbit",
+            "D. Their identities may change based on lighting"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:01:38.250219"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Should the stone base of the monument maintain its structural integrity across all views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:01:38.250232"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What happens to the geometric structure of the monument when viewed from different angles?",
+          "options": [
+            "A. It should appear distorted due to perspective",
+            "B. It should remain structurally consistent",
+            "C. It can change shape slightly to match lighting",
+            "D. It may collapse in certain views"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:01:38.250239"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera return to the exact initial framing after completing the orbit?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:01:38.250248"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which element must remain consistent when the camera completes its loop?",
+          "options": [
+            "A. Only the central statue",
+            "B. The entire environment including buildings and sky",
+            "C. Just the pathway",
+            "D. Only the lighting"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:01:38.250256"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is the neoclassical building with dome visible again after being obscured?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:01:38.250263"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "When the neoclassical building reappears, what must remain unchanged?",
+          "options": [
+            "A. Its color and position",
+            "B. Its size but not shape",
+            "C. Its lighting but not structure",
+            "D. Only its visibility"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:01:38.250269"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the neoclassical building maintain consistent appearance when revealed after occlusion?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:01:38.250277"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "What must happen when the neoclassical building reappears after being blocked?",
+          "options": [
+            "A. It should appear smaller than before",
+            "B. It should have altered textures",
+            "C. It should match previous appearances exactly",
+            "D. It can shift position slightly"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:01:38.250283"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_fa290517f6f5102ed0544020b826762485dc7fa96f8b49c408d7d54c96dd1580"
+  },
+  {
+    "task_id": "mem_dl3dv_8b2495421084723ea2151e09fbb096adf682f541eb2a42c26ce57578b56d8a97",
+    "instance_id": "mem_dl3dv_8b2495421084723ea2151e09fbb096adf682f541eb2a42c26ce57578b56d8a97",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_8b2495421084723ea2151e09fbb096adf682f541eb2a42c26ce57578b56d8a97.mp4",
+      "total_frames": 325,
+      "fps": 15.0,
+      "duration_sec": 21.67,
+      "reference_image_path": "inference_img/mem_dl3dv_8b2495421084723ea2151e09fbb096adf682f541eb2a42c26ce57578b56d8a97_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of an urban plaza featuring a black metal bench centered on a red-and-white tiled floor, surrounded by modern glass skyscrapers reflecting the sky and adjacent buildings. The camera slowly pans left, revealing a stone building adorned with majestic stone lion statues guarding its entrance, while a balustrade railing runs along the edge of the elevated plaza. As the camera continues to circle around the bench, it captures reflections in the glass building’s facade, including passing clouds and nearby architecture. A classic streetlamp stands near the railing, adding to the civic aesthetic. The camera then tilts upward slightly to emphasize the towering glass skyscraper before sweeping right to show another angle of the plaza, where additional benches and trash receptacles are visible. Continuing from this vantage point, the camera circles back toward the initial position, capturing the interplay of light and shadow across the geometric tiles and highlighting the contrast between classical stone architecture and sleek modern glass. Finally, the camera zooms in gently on the black metal bench as it completes its circular path, ending with a close-up that emphasizes the bench’s ornate armrests and slatted back, framed against the backdrop of the reflective glass skyscraper and distant stone building with statues."
+        ],
+        "level_2": [
+          "The video opens with a wide shot of a black metal bench situated on a red-and-white tiled plaza floor, flanked by modern glass skyscrapers whose reflective surfaces mirror the surrounding cityscape. The camera begins a slow pan to the left, revealing a grand stone building with imposing stone lion statues at its entrance and a decorative balustrade railing lining the plaza’s perimeter. A streetlamp stands sentinel near the railing, contributing to the urban elegance. The camera movement is smooth and deliberate, establishing the spatial relationship between the bench, the statues, and the reflective glass building.",
+          "Continuing from the previous segment, the camera now sweeps rightward, circling behind the bench to capture the full expanse of the plaza. Reflections in the glass skyscraper shimmer with moving clouds and nearby structures, enhancing the sense of depth and dynamism. Additional benches and public amenities like trash bins appear in the background as the camera glides past them. The stone building with statues remains visible in the distance, anchoring the scene with historical gravitas. The red-and-white tiled pattern beneath the bench becomes more prominent as the camera lowers slightly, emphasizing texture and geometry.",
+          "Finally, the camera completes its circular motion around the black metal bench, returning to a frontal perspective. It tilts upward briefly to re-emphasize the towering glass skyscraper and its mirrored reflections, then gently zooms in for a detailed close-up of the bench’s craftsmanship — its curved armrests and slatted back — set against the backdrop of the stone building with statues and the expansive plaza. The lighting remains bright and natural, suggesting midday, and the entire sequence maintains a serene, almost meditative rhythm, underscoring the harmony between classical and contemporary urban design elements."
+        ],
+        "level_3": [
+          "0-20%: The video starts with a static wide shot of a black metal bench centered on a red-and-white tiled plaza floor. Behind it, a modern glass skyscraper reflects the blue sky and surrounding buildings. To the left, a stone building with large columns and stone lion statues is partially visible. A balustrade railing runs along the edge of the plaza, separating it from the street below. The camera begins a slow leftward pan, bringing the stone lion statues into full view atop their pedestals beside the grand stone building. The balustrade railing extends across the frame, and a classic streetlamp appears near the railing’s corner. The red-and-white tile pattern dominates the foreground, creating strong visual lines that guide the eye toward the architectural elements.",
+          "20-40%: Continuing the leftward pan, the camera reveals more of the stone building’s façade and the full majesty of the lion statues. Reflections in the glass skyscraper shift subtly as the camera moves, showing distorted images of nearby buildings and clouds. The black metal bench remains centered in the lower third of the frame, serving as a visual anchor throughout the movement. The camera now begins to arc around the back of the bench, shifting perspective to reveal the opposite side of the plaza. More benches and trash receptacles come into view, arranged symmetrically along the balustrade. The glass skyscraper looms overhead, its reflective surface capturing dynamic sky patterns. The stone building with statues is now visible in the background, maintaining continuity.",
+          "40-60%: As the camera continues its circular motion, it captures the interplay of light and shadow on the red-and-white tiled floor. The black metal bench is now viewed from behind, its slats and ornate legs clearly visible. Reflections in the glass building become more pronounced, showing the movement of clouds and the silhouette of distant towers. The balustrade railing curves gracefully along the plaza’s edge. The camera sweeps further right, completing more than half its circular path. The stone building with statues reappears in the distance, framed by the glass skyscraper’s reflection. A second streetlamp comes into view near the railing, echoing the first. The red-and-white tile pattern creates rhythmic diagonals across the frame, reinforcing the plaza’s geometric design.",
+          "60-80%: Now nearing the end of its arc, the camera positions itself slightly to the right of the bench’s original front-facing angle. The black metal bench is again central, but now seen from a three-quarter rear perspective. The glass skyscraper fills the upper frame, its reflections shimmering with ambient light. The balustrade railing and stone lion statues remain visible in the periphery, ensuring visual cohesion. The camera tilts upward briefly to re-emphasize the towering glass skyscraper and its mirrored reflections, then begins to move back toward the initial frontal position, maintaining the circular trajectory and highlighting the contrast between classical stone architecture and sleek modern glass.",
+          "80-100%: Finally, the camera gently zooms in on the black metal bench, focusing on its intricate armrests and slatted back. The red-and-white tiled floor stretches out beneath it, while the glass skyscraper and stone building with statues form a layered backdrop. The lighting is bright and even, suggesting midday sun. The video ends with this intimate close-up, leaving the viewer with a sense of quiet urban beauty and architectural harmony."
+        ],
+        "level_4": [
+          "The video starts with a static wide shot of a black metal bench centered on a red-and-white tiled plaza floor. Behind it, a modern glass skyscraper reflects the blue sky and surrounding buildings. To the left, a stone building with large columns and stone lion statues is partially visible. A balustrade railing runs along the edge of the plaza, separating it from the street below.",
+          "The camera begins a slow leftward pan, bringing the stone lion statues into full view atop their pedestals beside the grand stone building. The balustrade railing extends across the frame, and a classic streetlamp appears near the railing’s corner. The red-and-white tile pattern dominates the foreground, creating strong visual lines that guide the eye toward the architectural elements.",
+          "Continuing the leftward pan, the camera reveals more of the stone building’s façade and the full majesty of the lion statues. Reflections in the glass skyscraper shift subtly as the camera moves, showing distorted images of nearby buildings and clouds. The black metal bench remains centered in the lower third of the frame, serving as a visual anchor throughout the movement.",
+          "The camera now begins to arc around the back of the bench, shifting perspective to reveal the opposite side of the plaza. More benches and trash receptacles come into view, arranged symmetrically along the balustrade. The glass skyscraper looms overhead, its reflective surface capturing dynamic sky patterns. The stone building with statues is now visible in the background, maintaining continuity.",
+          "As the camera continues its circular motion, it captures the interplay of light and shadow on the red-and-white tiled floor. The black metal bench is now viewed from behind, its slats and ornate legs clearly visible. Reflections in the glass building become more pronounced, showing the movement of clouds and the silhouette of distant towers. The balustrade railing curves gracefully along the plaza’s edge.",
+          "The camera sweeps further right, completing more than half its circular path. The stone building with statues reappears in the distance, framed by the glass skyscraper’s reflection. A second streetlamp comes into view near the railing, echoing the first. The red-and-white tile pattern creates rhythmic diagonals across the frame, reinforcing the plaza’s geometric design.",
+          "Now nearing the end of its arc, the camera positions itself slightly to the right of the bench’s original front-facing angle. The black metal bench is again central, but now seen from a three-quarter rear perspective. The glass skyscraper fills the upper frame, its reflections shimmering with ambient light. The balustrade railing and stone lion statues remain visible in the periphery, ensuring visual cohesion.",
+          "Finally, the camera gently zooms in on the black metal bench, focusing on its intricate armrests and slatted back. The red-and-white tiled floor stretches out beneath it, while the glass skyscraper and stone building with statues form a layered backdrop. The lighting is bright and even, suggesting midday sun. The video ends with this intimate close-up, leaving the viewer with a sense of quiet urban beauty and architectural harmony."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the black metal bench still centered in the frame when the camera returns to its starting position?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "bbf8c5ad205b3ac0f25a9da09048b54b1b47a2240e62b9635ac0de5fe7f1b118_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Are the stone lion statues visible to the right of the bench during the camera’s forward movement?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "bbf8c5ad205b3ac0f25a9da09048b54b1b47a2240e62b9635ac0de5fe7f1b118_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the black metal bench remain the same object throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507306"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the bench's role in the video?",
+          "options": [
+            "A. A transient decorative element",
+            "B. A focal point that remains consistent across views",
+            "C. An object that changes form with camera angle",
+            "D. A background element only visible briefly"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507341"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the bench’s shape change when viewed from behind versus the front?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507353"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "What feature of the bench must remain geometrically consistent during the camera arc?",
+          "options": [
+            "A. Its color",
+            "B. Its slatted back and curved armrests",
+            "C. Its position on the floor",
+            "D. Its reflection in glass"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507360"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the camera complete a 360-degree rotation around the bench?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507368"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What must be preserved when the camera returns to the original viewpoint?",
+          "options": [
+            "A. Only the bench’s appearance",
+            "B. The relative positions of the buildings and sky",
+            "C. The lighting direction and shadow patterns",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507375"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Do the reflections in the glass building show the correct surrounding environment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507382"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "Which of the following should appear in the glass building’s reflection when the camera pans left?",
+          "options": [
+            "A. The stone lion statues",
+            "B. The red-and-white tiled floor",
+            "C. The sky and adjacent buildings",
+            "D. The camera itself"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507389"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the stone building with lion statues reappear in the same state when seen again?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507396"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When the stone building reappears after occlusion, what must remain consistent?",
+          "options": [
+            "A. Its color and texture",
+            "B. The number and position of lion statues",
+            "C. Its relative distance from the bench",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507403"
+        },
+        {
+          "question": "Is the black metal bench still centered in the frame when the camera returns to its starting position?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "13",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Are the stone lion statues visible to the right of the bench during the camera’s forward movement?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "14",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the black metal bench remain the same object throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507306"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the bench's role in the video?",
+          "options": [
+            "A. A transient decorative element",
+            "B. A focal point that remains consistent across views",
+            "C. An object that changes form with camera angle",
+            "D. A background element only visible briefly"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507341"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Does the bench’s shape change when viewed from behind versus the front?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507353"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "What feature of the bench must remain geometrically consistent during the camera arc?",
+          "options": [
+            "A. Its color",
+            "B. Its slatted back and curved armrests",
+            "C. Its position on the floor",
+            "D. Its reflection in glass"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507360"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the camera complete a 360-degree rotation around the bench?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507368"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "What must be preserved when the camera returns to the original viewpoint?",
+          "options": [
+            "A. Only the bench’s appearance",
+            "B. The relative positions of the buildings and sky",
+            "C. The lighting direction and shadow patterns",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507375"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Do the reflections in the glass building show the correct surrounding environment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507382"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which of the following should appear in the glass building’s reflection when the camera pans left?",
+          "options": [
+            "A. The stone lion statues",
+            "B. The red-and-white tiled floor",
+            "C. The sky and adjacent buildings",
+            "D. The camera itself"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507389"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the stone building with lion statues reappear in the same state when seen again?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507396"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "When the stone building reappears after occlusion, what must remain consistent?",
+          "options": [
+            "A. Its color and texture",
+            "B. The number and position of lion statues",
+            "C. Its relative distance from the bench",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:02:34.507403"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Does the reflection in the glass skyscraper show passing clouds and nearby buildings, as described in the prompt?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt explicitly states that reflections in the glass building’s facade include 'passing clouds and nearby architecture,' confirming that the reflected content matches real-world elements.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336768"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "Which of the following objects should be visible in the reflection of the glass skyscraper when the camera is positioned to the left of the bench?",
+          "options": [
+            "A. The black metal bench and the stone lion statues",
+            "B. Only the sky and clouds",
+            "C. The balustrade railing and streetlamp",
+            "D. The red-and-white tiled floor"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "From the left side of the bench, the stone lion statues and the bench itself are prominent in the scene; since the glass skyscraper reflects surrounding architecture, these elements should appear in the reflection. The prompt confirms reflections include nearby buildings and structures.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336807"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "Is the reflection of the stone building with lion statues visible in the glass skyscraper when the camera is on the right side of the bench?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "In Segment 6, the prompt notes that the stone building with statues reappears in the distance, framed by the glass skyscraper’s reflection. This indicates the reflection includes the stone building, matching its actual presence.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336817"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "multiple_choice",
+          "question": "When the camera is behind the bench, what should be reflected in the glass skyscraper?",
+          "options": [
+            "A. The front of the bench and the plaza entrance",
+            "B. The back of the bench and the stone building",
+            "C. The sky and clouds only",
+            "D. The balustrade railing and streetlamp"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The camera position behind the bench (Segment 5) faces toward the stone building and statues. Since the glass skyscraper reflects the environment opposite it, it should reflect the stone building and possibly the back of the bench, maintaining spatial accuracy.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336824"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "binary",
+          "question": "Does the reflection in the glass skyscraper include the classic streetlamp when the camera is near the left edge of the plaza?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The streetlamp appears near the railing during the leftward pan (Segment 2). Given its proximity to the reflective surface, it should be visible in the glass skyscraper’s reflection at that moment, consistent with the environment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336831"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "When the camera returns to a similar position after circling around the bench, does the reflection in the glass skyscraper remain consistent with earlier views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The camera completes a circular path and returns to a frontal perspective (Segment 7), where the same background elements—stone building, statues, and sky—are visible. The reflection must match prior scenes if the environment hasn't changed, ensuring temporal consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336841"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "If the sky changes from clear to cloudy between Segment 3 and Segment 8, how should the reflection in the glass skyscraper change?",
+          "options": [
+            "A. It should show more cloud movement and darker tones",
+            "B. It should remain unchanged as the sky was already cloudy",
+            "C. It should reflect only the bench and not the sky",
+            "D. It should mirror the interior of the building"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt describes moving clouds in the reflection, implying dynamic lighting. If the sky becomes cloudier, the reflection must update accordingly to maintain realism and temporal coherence.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336848"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Does the reflection of the stone lion statues remain visible in the glass skyscraper throughout the entire video sequence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The statues are only visible in certain camera angles (e.g., Segments 2–3 and 6–7). When the camera moves away from their line of sight, they should no longer appear in the reflection. Thus, their presence in the reflection is time-dependent.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336854"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "multiple_choice",
+          "question": "When the camera first sees the stone building with lion statues (Segment 2), and later sees it again in the background (Segment 4), what should be true about the reflection in the glass skyscraper?",
+          "options": [
+            "A. The reflection should show the same architectural details both times",
+            "B. The reflection should only show the bench",
+            "C. The reflection should show the sky but not the building",
+            "D. The reflection should be distorted differently due to camera angle"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The stone building remains structurally unchanged. If the camera returns to a similar viewing angle, the reflection should display consistent architectural features, assuming no environmental changes.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336861"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "binary",
+          "question": "Does the reflection in the glass skyscraper update when the camera moves past the trash receptacles in Segment 4?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "As the camera moves, new objects like trash bins enter the field of view. The reflective surface should incorporate them into the reflection when they come into alignment with the glass's orientation, ensuring temporal updates.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336868"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "As the camera pans left, does the reflection in the glass skyscraper shift to show the stone building and lion statues?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The camera’s leftward movement brings the stone building into view (Segment 2), so the reflection in the glass skyscraper should dynamically adjust to include this structure based on the changing viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336875"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "When the camera is directly behind the bench, which direction should the reflection in the glass skyscraper face?",
+          "options": [
+            "A. Toward the stone building with lion statues",
+            "B. Toward the street below the plaza",
+            "C. Toward the initial camera position",
+            "D. Toward the sky only"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "From behind the bench, the camera looks toward the stone building. The glass skyscraper reflects the environment opposite it, so it should reflect the stone building and its surroundings, aligning with the current viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336881"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "When the camera completes its circular motion and returns to the original position, does the reflection in the glass skyscraper show the same sky and building layout as at the start?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Returning to the initial position (Segment 8) means the same spatial relationship exists. Therefore, the reflection should mirror the original scene, maintaining viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336888"
+          }
+        },
+        {
+          "question_id": "38",
+          "type": "multiple_choice",
+          "question": "As the camera sweeps right from behind the bench, how should the reflection in the glass skyscraper change?",
+          "options": [
+            "A. It should show less of the stone building and more of the sky",
+            "B. It should reflect the bench’s back and the trash bins",
+            "C. It should show the streetlamp and railing clearly",
+            "D. It should remain static regardless of camera movement"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Sweeping right reduces the visibility of the stone building and increases exposure to open sky. The reflection should adapt to this shift in perspective, showing a broader sky view and less of the building.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336894"
+          }
+        },
+        {
+          "question_id": "39",
+          "type": "binary",
+          "question": "Does the reflection in the glass skyscraper show the correct relative position of the black metal bench when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The bench is consistently centered or anchored in the frame across segments. Its reflection in the glass should appear in the correct location relative to the viewer’s position, preserving spatial logic.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336900"
+          }
+        },
+        {
+          "question_id": "40",
+          "type": "multiple_choice",
+          "question": "When the camera is at the far left of the plaza, which part of the environment should be most prominent in the glass skyscraper’s reflection?",
+          "options": [
+            "A. The red-and-white tiled floor",
+            "B. The stone lion statues and building",
+            "C. The sky and clouds only",
+            "D. The back of the bench"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "At the far left, the stone building and lion statues dominate the foreground. Their proximity and visibility mean they should be the most prominent elements in the reflection, reflecting the actual scene accurately.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:02:56.336906"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_8b2495421084723ea2151e09fbb096adf682f541eb2a42c26ce57578b56d8a97"
+  },
+  {
+    "task_id": "mem_dl3dv_03b2e3fb03fd24c0aff0c5f90b57cb735d3ff9637aa549a2dc2f7bcdad5a040d",
+    "instance_id": "mem_dl3dv_03b2e3fb03fd24c0aff0c5f90b57cb735d3ff9637aa549a2dc2f7bcdad5a040d",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_03b2e3fb03fd24c0aff0c5f90b57cb735d3ff9637aa549a2dc2f7bcdad5a040d.mp4",
+      "total_frames": 350,
+      "fps": 15.0,
+      "duration_sec": 23.33,
+      "reference_image_path": "inference_img/mem_dl3dv_03b2e3fb03fd24c0aff0c5f90b57cb735d3ff9637aa549a2dc2f7bcdad5a040d_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle shot of a cozy, well-lit living room featuring a white metal ironing board positioned centrally in the frame, covered with a floral-patterned fabric. The camera slowly pans clockwise around the ironing board, revealing a beige sectional sofa adorned with a patterned blanket and multiple throw pillows to the left. Behind the sofa, a large flat-screen TV mounted on a black TV stand displays a vibrant cityscape scene. To the right, a matching beige armchair holds an orange pillow and sits beside a tall floor lamp near a window draped with sheer curtains. As the camera continues its circular motion, the kitchen counter becomes visible in the background through an open-plan layout, showing bar stools and modern appliances. On the wall above the sofa, several framed photos are neatly arranged. The camera tilts slightly upward and downward during the pan, emphasizing the ironing board’s structure and the decorative patterns on its cover. The movement is smooth and continuous, ensuring every landmark is captured: the TV displaying cityscape, black TV stand, beige sofa with patterned blanket, kitchen counter visible in background, armchair with orange pillow, wall-mounted framed photos, ironing board center frame, floor lamp near window, beige sectional sofa, and ironing board with floral-patterned cover. Finally, the camera completes its 360-degree orbit, returning to the initial angle, reinforcing the spatial relationships and symmetry of the room while maintaining consistent lighting and depth throughout."
+        ],
+        "level_2": [
+          "The video begins with a slow clockwise pan around a central white metal ironing board covered with a floral-patterned fabric. In the first third, the camera reveals a beige sectional sofa with a patterned blanket and throw pillows to the left, while a large flat-screen TV on a black TV stand displays a cityscape behind it. A floor lamp stands near a window with sheer curtains to the far right, and wall-mounted framed photos line the wall above the sofa. The camera smoothly transitions, capturing the ironing board's position as the focal point while introducing the armchair with an orange pillow entering the frame from the right.",
+          "Continuing from the previous segment, the camera pans further clockwise, bringing the beige armchair with the orange pillow into full view alongside the floor lamp near the window. The kitchen counter becomes visible in the background through the open-plan layout, showing bar stools and modern appliances. The ironing board remains centered, its floral cover and structural legs clearly visible. The camera tilts slightly to emphasize the height and texture of the ironing board while maintaining visibility of the TV displaying the cityscape and the black TV stand beneath it. The beige sectional sofa remains partially in view on the left, anchoring the scene’s continuity.",
+          "Finally, the camera completes its circular motion, returning to the initial framing. The ironing board with its floral-patterned cover remains the centerpiece, now viewed from the opposite side. The beige sectional sofa reappears prominently on the left, its patterned blanket and pillows fully visible. The TV still displays the cityscape atop the black TV stand, and the wall-mounted framed photos remain in place above the sofa. The armchair with the orange pillow and the floor lamp near the window are now seen from behind, completing the spatial loop. The kitchen counter in the background is briefly revisited as the camera tilts slightly downward before stabilizing, ensuring all mandatory landmarks have been visually reinforced in their spatial context."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle shot focused on a white metal ironing board centered in the frame, covered with a floral-patterned fabric. To the left, a beige sectional sofa with a patterned blanket and throw pillows is partially visible. Behind it, a large flat-screen TV on a black TV stand displays a cityscape, and wall-mounted framed photos appear above the sofa. The camera begins a slow clockwise pan, tilting slightly upward to capture the top edge of the ironing board and the framed photos more clearly.",
+          "20-40%: Continuing the pan, the camera reveals more of the beige sectional sofa and the TV displaying the cityscape, with the black TV stand remaining visible beneath. The ironing board stays centered, its legs and floral cover detailed. The camera moves further clockwise, bringing a beige armchair with an orange pillow into view on the right, alongside a tall floor lamp near a window with sheer curtains. The kitchen counter in the background begins to come into view through the open-plan layout.",
+          "40-60%: The pan continues, now fully showcasing the armchair with the orange pillow and the floor lamp near the window; the kitchen counter in the background is clearly visible, showing bar stools and modern appliances. The ironing board remains the visual anchor, with its structure and floral cover prominent. The camera tilts slightly downward to emphasize the base of the ironing board and the carpeted floor. As the motion progresses, the beige sectional sofa reappears on the left, its patterned blanket and pillows visible again, and the TV and black TV stand are seen from a new angle, with the wall-mounted framed photos still in view above the sofa.",
+          "60-80%: The camera continues its circular motion, capturing the ironing board from a rear-three-quarter view. The kitchen counter remains visible in the background, and the armchair with the orange pillow is now seen from behind, while the floor lamp near the window stays in frame. The camera maintains steady focus on the ironing board’s floral cover and metallic legs. The pan nears completion, bringing the front of the ironing board back into view, with the beige sectional sofa dominating the left side of the frame, its patterned blanket and pillows clearly displayed. The TV on the black TV stand continues to show the cityscape, and the wall-mounted framed photos are once again aligned above the sofa.",
+          "80-100%: Finally, the camera returns to the initial starting angle, completing the 360-degree orbit. The ironing board with its floral-patterned cover is centered, flanked by the beige sectional sofa on the left and the armchair with the orange pillow on the right. The TV displaying the cityscape, black TV stand, kitchen counter in the background, floor lamp near the window, and wall-mounted framed photos are all visually reaffirmed in their spatial positions. The camera stabilizes after a slight downward tilt, ensuring full continuity and completeness of the scene with consistent lighting and depth."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle shot focused on a white metal ironing board centered in the frame, covered with a floral-patterned fabric. To the left, a beige sectional sofa with a patterned blanket and throw pillows is partially visible. Behind it, a large flat-screen TV on a black TV stand displays a cityscape. Wall-mounted framed photos appear above the sofa. The camera begins a slow clockwise pan.",
+          "Part 2/8: Continuing the pan, the camera reveals more of the beige sectional sofa and the TV displaying the cityscape. The black TV stand remains visible beneath. The ironing board stays centered, its legs and floral cover detailed. The camera angle tilts slightly upward, capturing the top edge of the ironing board and the framed photos more clearly.",
+          "Part 3/8: The camera moves further clockwise, bringing a beige armchair with an orange pillow into view on the right. A tall floor lamp near a window with sheer curtains appears beside the armchair. The ironing board remains central, its floral pattern prominent. The kitchen counter in the background begins to come into view through the open-plan layout.",
+          "Part 4/8: The pan continues, now fully showcasing the armchair with the orange pillow and the floor lamp near the window. The kitchen counter in the background is clearly visible, showing bar stools and modern appliances. The ironing board’s structure and floral cover remain the visual anchor. The camera tilts slightly down to emphasize the base of the ironing board and the carpeted floor.",
+          "Part 5/8: The camera pans further, now revealing the backside of the ironing board. The beige sectional sofa reappears on the left, its patterned blanket and pillows visible again. The TV displaying the cityscape and the black TV stand are seen from a new angle. The wall-mounted framed photos remain in view above the sofa.",
+          "Part 6/8: Continuing the circular motion, the camera captures the ironing board from a rear-three-quarter view. The kitchen counter is still visible in the background, and the armchair with the orange pillow is now seen from behind. The floor lamp near the window remains in frame. The camera maintains steady focus on the ironing board’s floral cover and metallic legs.",
+          "Part 7/8: The camera nears completion of its 360-degree orbit, bringing the front of the ironing board back into view. The beige sectional sofa dominates the left side of the frame, with its patterned blanket and pillows clearly displayed. The TV on the black TV stand continues to show the cityscape. The wall-mounted framed photos are once again aligned above the sofa.",
+          "Part 8/8: Finally, the camera returns to the initial starting angle, completing the circular pan. The ironing board with its floral-patterned cover is centered, flanked by the beige sectional sofa on the left and the armchair with the orange pillow on the right. The TV displaying the cityscape, black TV stand, kitchen counter in the background, floor lamp near the window, and wall-mounted framed photos are all visually reaffirmed in their spatial positions, ensuring full continuity and completeness of the scene."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the beige sofa with the patterned blanket still visible on the left side when the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "b347867d8528dbf70f534703ef3dbf118d3a315f9396c4b8b41db40136d776c9_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Are the wall-mounted framed photos visible above the sofa throughout the camera’s movement?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "b347867d8528dbf70f534703ef3dbf118d3a315f9396c4b8b41db40136d776c9_1_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the ironing board retain its white metal structure and floral-patterned cover throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:10.613791"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the ironing board's consistency across the video?",
+          "options": [
+            "A. The ironing board changes to wooden in later segments",
+            "B. The ironing board remains consistently white metal with floral cover",
+            "C. The floral pattern disappears in the final segment",
+            "D. The ironing board becomes transparent during the pan"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:10.613827"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the ironing board’s structure (legs, height) consistently depicted across all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:10.613839"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "What happens to the ironing board’s structure when viewed from behind in Part 6/8?",
+          "options": [
+            "A. It appears distorted",
+            "B. Its metallic legs remain visible",
+            "C. It collapses into a flat surface",
+            "D. It vanishes from view"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:10.613846"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the floral-patterned fabric on the ironing board appear consistent in texture and pattern across all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:10.613853"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "How is the ironing board’s cover described in the final segment?",
+          "options": [
+            "A. Plain white",
+            "B. Floral-patterned fabric",
+            "C. Blue checkered",
+            "D. Not visible"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:10.613860"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree pan and return to the initial framing?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:10.613867"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "What must be preserved at the end of the video to satisfy horizontal loop memory?",
+          "options": [
+            "A. Only the ironing board",
+            "B. All landmarks in their original positions",
+            "C. The camera tilt only",
+            "D. The lighting intensity"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:10.613873"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the kitchen counter remain consistent in appearance when revisited in the final segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:10.613880"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the initial view, what should be true about the background?",
+          "options": [
+            "A. It shows new objects not seen before",
+            "B. It matches the original layout",
+            "C. It is darker than before",
+            "D. It is partially obscured"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:10.613887"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_03b2e3fb03fd24c0aff0c5f90b57cb735d3ff9637aa549a2dc2f7bcdad5a040d"
+  },
+  {
+    "task_id": "mem_dl3dv_bafe35be4993582f4897ba101902ddf424b3c6c0e2b98d8ca8b40ba2814c535c",
+    "instance_id": "mem_dl3dv_bafe35be4993582f4897ba101902ddf424b3c6c0e2b98d8ca8b40ba2814c535c",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_bafe35be4993582f4897ba101902ddf424b3c6c0e2b98d8ca8b40ba2814c535c.mp4",
+      "total_frames": 421,
+      "fps": 15.0,
+      "duration_sec": 28.07,
+      "reference_image_path": "inference_img/mem_dl3dv_bafe35be4993582f4897ba101902ddf424b3c6c0e2b98d8ca8b40ba2814c535c_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a low-angle shot of a black office chair spinning slowly on a beige carpeted floor in a cozy living room. The chair is completely covered by a patterned fabric featuring large circles in shades of purple, beige, and white. As the chair rotates clockwise, the camera follows its motion, revealing more of the room: a beige sectional sofa draped with a gray blanket featuring leaf patterns, a red ergonomic office chair in the background near a window with sheer curtains, and a large flat-screen TV mounted on a black TV stand displaying a bright cityscape. A tall floor lamp stands beside the sofa, casting soft ambient light. The camera continues to orbit around the spinning chair, occasionally tilting upward to show the fabric billowing slightly as it turns, then dipping down to reveal the black five-star base and wheels rolling smoothly over the plush carpet. Continuing from this motion, the camera pans left to capture the full layout — including a small side table next to the sofa, framed pictures on the wall, and the TV stand’s sleek design with visible speakers and media devices. The chair keeps rotating, now offering views of the opposite wall where another armchair and shelving unit are visible. Finally, the camera moves closer, zooming in on the textured fabric as it swirls around the chair’s contours, then pulls back slightly to frame the entire scene once more — the spinning chair at center, surrounded by the warm domestic setting, with the cityscape still glowing on the TV screen and the red office chair and beige sofa anchoring the composition."
+        ],
+        "level_2": [
+          "The video begins with a close-up low-angle view of a black office chair spinning slowly on a beige carpeted floor. The chair is fully enveloped in a colorful patterned fabric with large circular motifs in purple, beige, and white. As the chair rotates clockwise, the camera orbits around it, gradually revealing the surrounding living room: a beige sectional sofa covered with a gray leaf-patterned blanket, a red ergonomic office chair positioned near a window with sheer curtains, and a large TV on a black TV stand displaying a vibrant cityscape. A floor lamp stands beside the sofa, contributing to the room’s warm lighting. The camera movement is smooth and continuous, tracking the chair’s rotation while keeping the background elements consistently in frame.",
+          "Continuing from the previous segment, the camera maintains its orbital path around the spinning chair, now capturing additional details of the environment. The black chair base and its five caster wheels are clearly visible as they glide across the carpet. The camera tilts downward briefly to emphasize the chair’s mechanics before rising again to show the TV screen’s cityscape and the black TV stand beneath it. The beige sectional sofa remains prominent in the background, along with the red ergonomic chair and the floor lamp. Framed artwork on the walls and a small side table next to the sofa become more noticeable as the camera circles. The patterned fabric continues to drape dynamically over the chair, catching light and shadow as it spins.",
+          "Finally, the camera moves in for a tighter shot of the fabric-covered chair as it completes its rotation, highlighting the texture and flow of the material. It then pulls back slightly to reframe the entire scene — the chair centered in the room, surrounded by the beige sectional sofa, the red office chair, and the TV on its black stand still displaying the cityscape. The carpeted flooring extends throughout the space, enhancing the cozy atmosphere. The camera lingers on this final composition, allowing viewers to absorb the full context: the interplay between the moving chair, the static furniture, and the ambient lighting from the floor lamp and TV screen. The video ends with the chair still gently rotating, the fabric softly swaying, and all mandatory landmarks — red office chair, TV displaying cityscape, carpeted floor, black TV stand, beige sofa with patterned blanket, TV on black stand, red ergonomic chair, floor lamp, carpeted flooring, patterned fabric covering chair, beige sectional sofa, black chair base and wheels — clearly present and visually cohesive."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle shot of a black office chair spinning slowly on a beige carpeted floor. The chair is entirely wrapped in a patterned fabric featuring large circles in purple, beige, and white. As the chair rotates clockwise, the camera begins orbiting it, revealing the background: a beige sectional sofa draped with a gray leaf-patterned blanket, a red ergonomic office chair near a window with sheer curtains, and a tall floor lamp beside the sofa casting soft ambient light.",
+          "20-40%: Continuing its orbital path, the camera reveals more of the room: a large flat-screen TV mounted on a black TV stand displaying a bright cityscape. The camera tilts downward to show the black five-star base and caster wheels gliding smoothly over the carpet, then rises again to reframe the TV screen and surrounding furniture. Framed pictures on the wall and a small side table next to the sofa become visible as the camera circles, while the patterned fabric billows slightly with each rotation.",
+          "40-60%: The camera moves closer, zooming in on the texture and flow of the fabric as it wraps around the chair’s contours, highlighting the interplay of colors and shapes. The rotation slows slightly, allowing appreciation of the material’s movement. In the periphery, the red office chair, beige sectional sofa, and floor lamp remain visible, anchoring the scene. The black TV stand with speakers and media devices is also clearly seen as the camera maintains its smooth tracking motion.",
+          "60-80%: Pulling back slightly, the camera captures a wider view of the living room, emphasizing the spatial relationship among the spinning chair, TV on its black stand, sofa, and red office chair. The floor lamp’s warm glow complements the ambient light from the TV screen. The camera then refocuses on the chair’s base and wheels, underscoring their smooth movement across the carpet, while the fabric continues to sway gracefully. Background elements—including the leaf-patterned blanket and framed wall art—remain consistently present.",
+          "80-100%: The camera frames the entire scene one final time: the spinning chair centered in the room, surrounded by the beige sectional sofa with blanket, red ergonomic chair, black TV stand displaying the cityscape, floor lamp, and carpeted flooring. All mandatory landmarks are cohesively integrated: black chair base and wheels, patterned fabric covering the chair, TV on black stand, red office chair, beige sofa, carpeted floor, and ambient lighting. The video ends with the chair still rotating gently and the fabric softly flowing."
+        ],
+        "level_4": [
+          "The video opens with a low-angle shot of a black office chair spinning slowly on a beige carpeted floor. The chair is entirely wrapped in a patterned fabric with large circles in purple, beige, and white. In the background, a beige sectional sofa with a gray leaf-patterned blanket is visible, along with a red ergonomic office chair near a window with sheer curtains. The camera begins to orbit the chair clockwise.",
+          "As the chair continues to rotate, the camera reveals more of the room: a large TV on a black TV stand displaying a bright cityscape. A tall floor lamp stands beside the sofa, illuminating the area. The camera tracks the chair’s motion closely, maintaining focus on the swirling fabric while keeping the red office chair and TV in the background.",
+          "The camera tilts downward, showing the black five-star base and caster wheels of the office chair gliding smoothly over the carpeted flooring. It then rises slightly to capture the TV screen’s cityscape again, emphasizing the contrast between the dynamic chair and the static urban image. The beige sectional sofa and red ergonomic chair remain anchored in the frame.",
+          "Continuing its orbit, the camera pans left to reveal a small side table beside the sofa and framed pictures hanging on the wall. The patterned fabric covering the chair billows slightly with each rotation. The black TV stand and its contents — including speakers and media devices — come into clearer view as the camera circles.",
+          "The camera moves closer to the chair, zooming in on the texture of the fabric as it wraps around the chair’s contours. The rotation slows slightly, allowing the viewer to appreciate the interplay of colors and shapes in the pattern. The red office chair and beige sofa remain visible in the periphery, grounding the scene.",
+          "Pulling back slightly, the camera captures a wider view of the living room, showing the spatial relationship between the spinning chair, the TV on its black stand, and the surrounding furniture. The floor lamp casts a warm glow, complementing the ambient light from the TV screen. The carpeted flooring extends throughout, adding to the room’s comfort.",
+          "The camera now focuses on the chair’s base and wheels again, emphasizing their smooth movement across the carpet. The patterned fabric continues to sway gracefully as the chair rotates. In the background, the red ergonomic chair and beige sectional sofa with its leaf-patterned blanket provide visual balance to the composition.",
+          "Finally, the camera frames the entire scene one last time: the spinning chair at center, the TV displaying the cityscape on its black stand, the beige sofa with blanket, the red office chair, the floor lamp, and the carpeted flooring. The black chair base and wheels are clearly visible, completing the visual narrative. The video ends with the chair still rotating gently, the fabric softly flowing, and all mandatory landmarks cohesively integrated into the frame."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "After the camera completes its rotation, is the beige sofa with the patterned blanket still visible in the same relative position to the chair?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "c7b29fb2cb296214d8eff84b56d6af9aa9b46dc382dc18aeaffa8b798a3ce701_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "When the camera tilts back up after focusing on the chair base, does the patterned fabric covering the chair reappear in the frame?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "c7b29fb2cb296214d8eff84b56d6af9aa9b46dc382dc18aeaffa8b798a3ce701_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "As the camera moves around the chair, does the red ergonomic chair remain consistently visible in the background?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "c7b29fb2cb296214d8eff84b56d6af9aa9b46dc382dc18aeaffa8b798a3ce701_2_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Is the floor lamp visible at multiple points during the camera's movement, confirming spatial continuity?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "c7b29fb2cb296214d8eff84b56d6af9aa9b46dc382dc18aeaffa8b798a3ce701_2_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the patterned fabric covering the chair remain consistent in color and design across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:36.373652"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the chair's appearance throughout the video?",
+          "options": [
+            "A. The chair changes color during rotation",
+            "B. The chair loses its fabric in later segments",
+            "C. The chair maintains the same patterned fabric throughout",
+            "D. The chair transforms into a different type of furniture"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:36.373685"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Is the texture of the fabric visible and consistent during close-up shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:36.373697"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What happens to the fabric texture during the zoom-in in Segment 5?",
+          "options": [
+            "A. It becomes pixelated",
+            "B. It shows detailed interplay of colors and shapes",
+            "C. It disappears",
+            "D. It changes pattern"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:36.373704"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree orbit around the chair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:36.373717"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "How does the final frame compare to the initial frame?",
+          "options": [
+            "A. The chair is in a different position",
+            "B. The background elements are rearranged",
+            "C. The scene returns to a similar composition",
+            "D. The lighting changes drastically"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:36.373724"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Do the framed pictures on the wall remain in the same location when the camera pans left?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:36.373732"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the area near the sofa, which element must be consistent?",
+          "options": [
+            "A. The blanket changes pattern",
+            "B. The side table remains in place",
+            "C. The floor lamp disappears",
+            "D. The carpet color shifts"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:05:36.373738"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_bafe35be4993582f4897ba101902ddf424b3c6c0e2b98d8ca8b40ba2814c535c"
+  },
+  {
+    "task_id": "mem_dl3dv_24a8010495c131df0a5adee79e0a26e7ca8d5782323c270578aa808413427164",
+    "instance_id": "mem_dl3dv_24a8010495c131df0a5adee79e0a26e7ca8d5782323c270578aa808413427164",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_24a8010495c131df0a5adee79e0a26e7ca8d5782323c270578aa808413427164.mp4",
+      "total_frames": 326,
+      "fps": 15.0,
+      "duration_sec": 21.73,
+      "reference_image_path": "inference_img/mem_dl3dv_24a8010495c131df0a5adee79e0a26e7ca8d5782323c270578aa808413427164_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a close-up, low-angle shot of an ornate brass wall sconce mounted against a textured, muted mauve wall. The sconce features two frosted glass lampshades, each shaped like an inverted bell with a slightly flared rim, glowing softly from within. At the apex of the central column is a leaf-like finial, delicately sculpted and gleaming under ambient light. The camera slowly tilts upward, revealing the full vertical structure of the sconce — its polished brass body adorned with ridged detailing and classical motifs. As the camera pans right, the curved decorative arm connecting the two lampshades comes into view, showcasing intricate horizontal grooves and fluted edges. The camera then circles back left, offering a dynamic perspective that emphasizes the symmetry and craftsmanship of the fixture. Continuing from this motion, the camera tilts downward slightly to reframe the lower portion of the sconce, highlighting the robust mounting plate and the elegant curvature of the arms extending outward. Finally, the camera pulls back slightly while rotating clockwise, capturing both lampshades in full profile as they cast a warm, diffused glow on the surrounding wall, ending with a centered composition that balances the leaf-like finial at the top, the frosted glass lampshades in the middle, and the brass decorative sconce arm anchoring the base — all elements clearly visible and harmoniously framed."
+        ],
+        "level_2": [
+          "The video starts with a low-angle close-up of an ornate brass wall sconce against a textured mauve wall. Two frosted glass lampshades glow softly, each shaped like an inverted bell. At the top of the central column is a leaf-like finial. The camera slowly tilts up, revealing the polished brass body with ridged detailing and classical motifs. The brass decorative sconce arm begins to come into view as the camera pans right.",
+          "Continuing from the previous segment, the camera completes its rightward pan, fully revealing the curved decorative arm connecting the two lampshades, showcasing its intricate horizontal grooves and fluted edges. The camera then begins to circle back left, emphasizing the symmetry of the fixture. It tilts downward slightly to reframe the lower portion, highlighting the robust mounting plate and the elegant curvature of the arms. The brass decorative sconce arm remains prominently featured throughout this motion.",
+          "Finally, the camera pulls back slightly while rotating clockwise, capturing both frosted glass lampshades in full profile as they cast a warm, diffused glow. The leaf-like finial at the top, the glowing lampshades in the center, and the brass decorative sconce arm anchoring the base are all clearly visible and harmoniously framed in the final centered composition, concluding the sequence with a balanced and detailed view of the entire fixture."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle close-up of an ornate brass wall sconce mounted against a textured mauve wall. The two frosted glass lampshades glow softly, shaped like inverted bells with flared rims. The leaf-like finial at the top of the central column is partially visible. The camera slowly tilts upward, bringing the leaf-like finial into full view — delicately sculpted and gleaming — while the polished brass body with ridged detailing becomes more prominent and the upper section of the brass decorative sconce arm begins to appear.",
+          "20-40%: Continuing the upward tilt, the camera reveals the full vertical structure of the sconce. The brass decorative sconce arm curves gracefully between the two lampshades, displaying intricate horizontal grooves and fluted edges. The frosted glass lampshades remain glowing and symmetrical. The camera then pans right, offering a side profile of the sconce; the brass decorative sconce arm is now fully visible, connecting the two lampshades with elegant curvature, and the texture of the mauve wall is subtly illuminated by the soft glow from the frosted glass lampshades.",
+          "40-60%: The camera begins to circle back left, repositioning to emphasize the symmetry of the fixture. The leaf-like finial at the top remains in frame, while the lower portion of the sconce — including the mounting plate and arm curvature — comes into focus. The camera then tilts downward slightly, reframing the lower half of the sconce. The robust mounting plate and the elegant curve of the brass decorative sconce arm are highlighted. The frosted glass lampshades continue to emit a warm, diffused light.",
+          "60-80%: The camera pulls back slightly while rotating clockwise, capturing both frosted glass lampshades in full profile. The leaf-like finial at the top and the brass decorative sconce arm anchoring the base are both clearly visible as the fixture glows warmly against the wall. This motion maintains the dynamic perspective that emphasizes symmetry and craftsmanship, with the glowing lampshades casting a warm, diffused glow on the surrounding wall.",
+          "80-100%: Finally, the camera settles into a centered, balanced composition. The leaf-like finial at the top, the glowing frosted glass lampshades in the middle, and the brass decorative sconce arm at the base are all harmoniously framed, concluding the video with a complete and detailed view of the ornate fixture. All elements — finial, lampshades, and decorative arm — are clearly visible and balanced within the frame."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle close-up of an ornate brass wall sconce mounted against a textured mauve wall. The two frosted glass lampshades glow softly, shaped like inverted bells with flared rims. The leaf-like finial at the top of the central column is partially visible.",
+          "Part 2/8: The camera slowly tilts upward, bringing the leaf-like finial into full view — delicately sculpted and gleaming. The polished brass body with ridged detailing becomes more prominent, and the upper section of the brass decorative sconce arm begins to appear.",
+          "Part 3/8: Continuing the upward tilt, the camera reveals the full vertical structure of the sconce. The brass decorative sconce arm curves gracefully between the two lampshades, displaying intricate horizontal grooves and fluted edges. The frosted glass lampshades remain glowing and symmetrical.",
+          "Part 4/8: The camera pans right, offering a side profile of the sconce. The brass decorative sconce arm is now fully visible, connecting the two lampshades with elegant curvature. The texture of the mauve wall is subtly illuminated by the soft glow from the frosted glass lampshades.",
+          "Part 5/8: The camera begins to circle back left, repositioning to emphasize the symmetry of the fixture. The leaf-like finial at the top remains in frame, while the lower portion of the sconce — including the mounting plate and arm curvature — comes into focus.",
+          "Part 6/8: The camera tilts downward slightly, reframing the lower half of the sconce. The robust mounting plate and the elegant curve of the brass decorative sconce arm are highlighted. The frosted glass lampshades continue to emit a warm, diffused light.",
+          "Part 7/8: The camera pulls back slightly while rotating clockwise, capturing both frosted glass lampshades in full profile. The leaf-like finial at the top and the brass decorative sconce arm anchoring the base are both clearly visible as the fixture glows warmly against the wall.",
+          "Part 8/8: Finally, the camera settles into a centered, balanced composition. The leaf-like finial at the top, the glowing frosted glass lampshades in the middle, and the brass decorative sconce arm at the base are all harmoniously framed, concluding the video with a complete and detailed view of the ornate fixture."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Does the leaf-like finial at the top of the sconce reappear in view when the camera tilts back up?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "d29560044b6c223d2fb866505b5be076d0b7c17ef879bc5484bcdae8815af353_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the leaf-like finial remain consistently identified as part of the central column throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:25.684057"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which component is introduced gradually and must be recognized as the same element across segments?",
+          "options": [
+            "A. The textured mauve wall",
+            "B. The leaf-like finial",
+            "C. The camera movement",
+            "D. The ambient lighting"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:25.684093"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the curvature of the decorative arm described consistently across different viewing angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:25.684105"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What aspect of the sconce's design must remain unchanged despite changing camera perspectives?",
+          "options": [
+            "A. The color of the wall",
+            "B. The number of lampshades",
+            "C. The fluted edge pattern",
+            "D. The light intensity"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:25.684112"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Are intricate surface details like horizontal grooves and fluted edges mentioned in multiple segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:25.684120"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which detail is emphasized as a key feature of the sconce’s craftsmanship?",
+          "options": [
+            "A. The warm glow",
+            "B. The brass color",
+            "C. The horizontal grooves",
+            "D. The wall texture"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:25.684126"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera move in a way that requires remembering a previously traversed path?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:25.684133"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "Which motion suggests the need for path retracing memory?",
+          "options": [
+            "A. Tilt up",
+            "B. Pan right",
+            "C. Circle back left",
+            "D. Pull back"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:25.684139"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is the background wall described as consistent across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:25.684147"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "What happens to the background when the camera pulls back in the final segment?",
+          "options": [
+            "A. It changes color",
+            "B. It becomes blurred",
+            "C. It remains textured and muted mauve",
+            "D. It disappears"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:25.684153"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_24a8010495c131df0a5adee79e0a26e7ca8d5782323c270578aa808413427164"
+  },
+  {
+    "task_id": "mem_dl3dv_2bc47d6e9895d593b3537d9b2e7f189b9a8604eda114442b8fab0e6fbbc8856d",
+    "instance_id": "mem_dl3dv_2bc47d6e9895d593b3537d9b2e7f189b9a8604eda114442b8fab0e6fbbc8856d",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_2bc47d6e9895d593b3537d9b2e7f189b9a8604eda114442b8fab0e6fbbc8856d.mp4",
+      "total_frames": 378,
+      "fps": 15.0,
+      "duration_sec": 25.2,
+      "reference_image_path": "inference_img/mem_dl3dv_2bc47d6e9895d593b3537d9b2e7f189b9a8604eda114442b8fab0e6fbbc8856d_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, low-to-the-ground shot of a cozy living room centered on a white metal ironing board with a laundry basket perched atop it. The camera slowly rotates clockwise around the ironing board, revealing beige leather sofas arranged in a U-shape, each adorned with patterned throw pillows and scattered clothing. In the background, a large flat-screen TV on a black stand displays a bright outdoor scene; to its left sits a blue exercise ball near a black side table. A tall floor lamp stands beside one sofa, casting warm light. Behind the TV, a wall is decorated with multiple framed pictures of varying sizes. To the far right, a curtained window filters daylight into the room. As the camera continues its circular motion, it dips lower, passing under the ironing board’s legs, offering an up-close view of the carpeted floor and the underside of the board. It then rises slightly, capturing the laundry basket swaying gently as the rotation persists. The camera pans upward briefly to show the ceiling before tilting back down to complete the circle, ending with a stable medium shot that frames the entire arrangement: ironing board central, sofas flanking, TV and exercise ball visible, framed wall art above, and curtains softly diffusing light from the window — all while maintaining smooth, continuous motion throughout."
+        ],
+        "level_2": [
+          "The video starts with a low-angle rotating shot around a white ironing board topped with a laundry basket, positioned in the center of a beige-carpeted living room. Beige sofas with decorative pillows and scattered laundry flank the board. In the background, a large TV on a black stand shows a nature scene; nearby, a blue exercise ball rests beside a black side table. A floor lamp illuminates the corner, and a wall covered in framed pictures looms behind the TV. A curtained window allows soft daylight to enter from the right. The camera moves smoothly clockwise, gradually revealing more of the room’s layout and furnishings.",
+          "Continuing from the initial rotation, the camera lowers its angle and passes beneath the ironing board’s legs, showing the textured carpet and structural supports. As it rises again, the laundry basket wobbles slightly due to the movement. The view sweeps past the sofas, catching glimpses of the TV screen, the blue exercise ball, and the black side table. The camera tilts upward momentarily to reveal the ceiling before descending again, keeping the ironing board as the focal point while showcasing the surrounding decor: framed wall art, floor lamp, and curtained window remain consistently visible as the camera completes half its orbit.",
+          "Finally, the camera continues its clockwise rotation, now completing the full circle around the ironing board. The perspective shifts subtly to emphasize the spatial relationship between the central board and the surrounding elements — sofas, TV on black stand, blue exercise ball, black side table, floor lamp, and wall of framed pictures. The curtained window remains visible on the right, contributing ambient lighting. The camera stabilizes at the end, offering a balanced, symmetrical composition that captures the entire scene: ironing board centered, laundry basket atop, furniture arranged neatly, and all mandatory landmarks clearly present in their respective positions, concluding with a steady, immersive view of the living room."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle, wide shot centered on a white ironing board with a laundry basket resting on top, situated in the middle of a beige-carpeted living room. Beige sofas with patterned pillows are visible on either side. In the background, a TV on a black stand displays a nature scene; a blue exercise ball is partially visible next to a black side table. A floor lamp stands near one sofa, and a wall with framed pictures is seen behind the TV. A curtained window allows daylight to filter in from the right. The camera begins a slow clockwise rotation around the ironing board, revealing more of the left sofa and the black side table beside the blue exercise ball, while the TV screen shows changing outdoor scenery and the wall of framed pictures comes into clearer focus.",
+          "20-40%: Continuing the clockwise rotation, the camera now faces the back wall directly: the framed pictures dominate the upper portion of the frame, with the TV on its black stand centered below them; the ironing board and laundry basket remain in the foreground, slightly off-center. The beige sofas curve around the space, and the blue exercise ball is fully visible beside the black side table; the floor lamp casts a gentle glow on the adjacent sofa. As the rotation proceeds, the camera lowers its angle significantly, dipping beneath the ironing board’s legs to capture the texture of the beige carpet and the metallic structure of the board’s support, with the laundry basket hanging above and partially obscuring the view; glimpses of the sofas, TV, and exercise ball appear through gaps between the legs.",
+          "40-60%: Rising slightly from beneath the board, the camera continues its clockwise sweep, capturing the laundry basket swaying gently as it passes over the ironing board’s surface; the view includes the front-facing sofa, the TV on its black stand, and the blue exercise ball beside the black side table. The wall of framed pictures remains visible behind the TV, and the floor lamp’s shade is now in frame, casting a warm pool of light on the adjacent cushion. The curtained window stays visible on the right edge, contributing ambient lighting, while the ironing board remains the visual anchor and the laundry basket appears slightly tilted due to the camera’s motion.",
+          "60-80%: The camera tilts upward briefly, revealing the ceiling and the top edges of the framed pictures, before descending again to resume its circular path. The ironing board remains central, with the laundry basket appearing more stable now; the curtained window reappears prominently on the right, and the arrangement of the beige sofas frames the scene symmetrically. The black side table and blue exercise ball are consistently positioned in the mid-ground, and the floor lamp’s pole and base are visible on the left. The perspective emphasizes the depth of the room, with sunlight streaming through the sheer curtains illuminating the carpet, and the TV screen flickers with motion.",
+          "80-100%: Completing the full rotation, the camera stabilizes into a medium shot that mirrors the opening frame but from a slightly adjusted angle. The ironing board with the laundry basket is centered, surrounded by the beige sofas, TV on black stand, blue exercise ball, black side table, floor lamp, and wall of framed pictures; the curtained window provides soft backlighting. All mandatory landmarks are clearly visible and spatially consistent, concluding the video with a calm, composed view of the entire living room, maintaining smooth, continuous motion throughout."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle, wide shot centered on a white ironing board with a laundry basket resting on top, situated in the middle of a beige-carpeted living room. Beige sofas with patterned pillows are visible on either side. In the background, a TV on a black stand displays a nature scene. A blue exercise ball is partially visible next to a black side table. A floor lamp stands near one sofa, and a wall with framed pictures is seen behind the TV. A curtained window allows daylight to filter in from the right.",
+          "Part 2/8: The camera begins a slow clockwise rotation around the ironing board. As it turns, the view reveals more of the left sofa and the black side table next to the blue exercise ball. The TV screen remains visible, displaying changing outdoor scenery. The floor lamp’s base becomes more prominent, and the wall of framed pictures comes into clearer focus. The curtained window stays in frame on the right edge, maintaining consistent ambient lighting.",
+          "Part 3/8: Continuing its rotation, the camera now faces the back wall directly. The framed pictures dominate the upper portion of the frame, while the TV on its black stand remains centered below them. The ironing board and laundry basket stay in the foreground, slightly off-center. The beige sofas curve around the space, and the blue exercise ball is now fully visible beside the black side table. The floor lamp casts a gentle glow on the adjacent sofa.",
+          "Part 4/8: The camera rotates further, now showing the right-side sofa and the curtained window more prominently. Sunlight streams through the sheer curtains, illuminating the carpet. The ironing board remains central, but the perspective emphasizes the depth of the room. The TV screen flickers with motion, and the laundry basket atop the board appears slightly tilted due to the camera’s motion. The black side table and blue exercise ball are still visible in the mid-ground.",
+          "Part 5/8: The camera lowers its angle significantly, dipping beneath the ironing board’s legs to capture the texture of the beige carpet and the metallic structure of the board’s support. The laundry basket hangs above, partially obscuring the view. Through the gaps between the legs, glimpses of the sofas, TV, and exercise ball can be seen. The floor lamp’s pole and base are visible on the left, while the curtained window glows softly in the background.",
+          "Part 6/8: Rising slightly, the camera continues its clockwise sweep, now capturing the laundry basket swaying gently as it passes over the ironing board’s surface. The view includes the front-facing sofa, the TV on its black stand, and the blue exercise ball beside the black side table. The wall of framed pictures remains visible behind the TV. The floor lamp’s shade is now in frame, casting a warm pool of light on the adjacent cushion.",
+          "Part 7/8: The camera tilts upward briefly, revealing the ceiling and the top edges of the framed pictures, before descending again to resume its circular path. The ironing board remains the visual anchor, with the laundry basket appearing more stable now. The curtained window reappears on the right, and the arrangement of the beige sofas frames the scene symmetrically. The black side table and blue exercise ball are consistently positioned in the mid-ground.",
+          "Part 8/8: Completing the full rotation, the camera stabilizes into a medium shot that mirrors the opening frame but from a slightly adjusted angle. The ironing board with the laundry basket is centered, surrounded by the beige sofas, TV on black stand, blue exercise ball, black side table, floor lamp, and wall of framed pictures. The curtained window provides soft backlighting. All mandatory landmarks are clearly visible and spatially consistent, concluding the video with a calm, composed view of the entire living room."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the TV on the black stand visible in the background during both the initial and final frames of the rotational sequence?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "d14257fc3a488653f18f1188bf4153d7e31dcf4abe4393164f2dcfd9f8add41f_0_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the ironing board retain its white metal identity throughout the entire rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.532979"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which object is consistently described as 'blue' and located next to a black side table?",
+          "options": [
+            "A. Exercise ball",
+            "B. Ironing board",
+            "C. Floor lamp",
+            "D. TV stand"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533012"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the ironing board’s metallic frame consistently depicted as stable and structurally coherent during the under-board shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533025"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "When the camera passes under the ironing board, what should be preserved about its structure?",
+          "options": [
+            "A. Color only",
+            "B. Shape and support configuration",
+            "C. Texture alone",
+            "D. Lighting effect"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533032"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "After passing under the ironing board, do the sofas and TV reappear in their original spatial positions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533039"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the video conclude with a view that matches the initial wide-angle setup, albeit slightly adjusted?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533047"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What kind of camera motion is required to complete the scene’s full traversal?",
+          "options": [
+            "A. Linear dolly",
+            "B. 360-degree rotation",
+            "C. Zoom-in",
+            "D. Vertical tilt"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533053"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the camera tilt upward to reveal the ceiling before resuming its circular path?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533060"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "When the camera completes the rotation, do the background elements like the TV and wall art reappear in their original positions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533068"
+        },
+        {
+          "question": "Is the TV on the black stand visible in the background during both the initial and final frames of the rotational sequence?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "11",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Does the ironing board retain its white metal identity throughout the entire rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.532979"
+        },
+        {
+          "question_id": "13",
+          "type": "multiple_choice",
+          "question": "Which object is consistently described as 'blue' and located next to a black side table?",
+          "options": [
+            "A. Exercise ball",
+            "B. Ironing board",
+            "C. Floor lamp",
+            "D. TV stand"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533012"
+        },
+        {
+          "question_id": "14",
+          "type": "binary",
+          "question": "Is the ironing board’s metallic frame consistently depicted as stable and structurally coherent during the under-board shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533025"
+        },
+        {
+          "question_id": "15",
+          "type": "multiple_choice",
+          "question": "When the camera passes under the ironing board, what should be preserved about its structure?",
+          "options": [
+            "A. Color only",
+            "B. Shape and support configuration",
+            "C. Texture alone",
+            "D. Lighting effect"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533032"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "After passing under the ironing board, do the sofas and TV reappear in their original spatial positions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533039"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Does the video conclude with a view that matches the initial wide-angle setup, albeit slightly adjusted?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533047"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "What kind of camera motion is required to complete the scene’s full traversal?",
+          "options": [
+            "A. Linear dolly",
+            "B. 360-degree rotation",
+            "C. Zoom-in",
+            "D. Vertical tilt"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533053"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the camera tilt upward to reveal the ceiling before resuming its circular path?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533060"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "When the camera completes the rotation, do the background elements like the TV and wall art reappear in their original positions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:06:27.533068"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the reflection in any mirror or reflective surface show the same objects as are present in the actual living room environment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt does not mention any mirror, glass, or reflective surface. Therefore, there is no reflection content to evaluate for consistency with real-world objects.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990246"
+          }
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "If a mirror were present in the scene and reflected the ironing board, which objects should appear in its reflection based on the environment described?",
+          "options": [
+            "A. The blue exercise ball and black side table only",
+            "B. The TV screen showing nature, framed pictures, and the curtained window",
+            "C. The ceiling and floor lamp base",
+            "D. The laundry basket and beige sofas"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Since the ironing board is central and the camera rotates around it, a mirror facing it would reflect nearby objects like the laundry basket and the surrounding sofas. The other options include elements that may not be visible from a direct reflection of the ironing board's position.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990287"
+          }
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Would a reflective surface positioned near the ironing board show the wall of framed pictures behind the TV?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Given that the camera captures the framed pictures clearly from multiple angles, including when facing the back wall, a mirror placed in front of the ironing board could reflect this area if angled correctly. Thus, the content of the reflection would include those pictures.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990298"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "Which object would NOT logically appear in a reflection of the left sofa if the mirror were placed opposite it?",
+          "options": [
+            "A. The blue exercise ball",
+            "B. The black side table",
+            "C. The TV screen",
+            "D. The floor lamp"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The TV is located behind the ironing board and further back in the room; from a mirror placed opposite the left sofa, the TV would likely be out of view or not directly reflected unless the mirror was angled specifically toward it. The other items are adjacent to or near the left sofa and would be more likely to appear.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990305"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "If a mirror reflects the ironing board from a low angle, would it show the underside of the board’s legs?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "A mirror reflecting the ironing board from a low angle would show the top surface and surroundings, not the underside of the legs. The underside is only visible when the camera passes beneath the board, but mirrors reflect what is in front of them, not below.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990312"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "If a mirror appears in Segment 1 and reappears in Segment 5, would it reflect the same room layout as seen earlier?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The environment remains static throughout the video — no changes occur in furniture placement or lighting. Thus, if a mirror were present at both times, its reflection would remain consistent across segments unless the camera or mirror position changed significantly.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990322"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "When the camera returns to a similar position in Segment 8 as in Segment 1, would the reflection in a mirror (if present) show the same spatial arrangement?",
+          "options": [
+            "A. Yes, because the environment hasn't changed",
+            "B. No, because the lighting has shifted",
+            "C. No, because the laundry basket moved",
+            "D. Yes, because the camera angle is identical"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt indicates no environmental changes between the start and end. Lighting is described as consistent (soft daylight), and the laundry basket is said to sway slightly but not move permanently. Therefore, a mirror would reflect the same scene at both points.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990329"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Would the reflection in a mirror change over time if the TV screen displays different outdoor scenes?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The TV screen is described as displaying a 'bright outdoor scene' and later 'changing outdoor scenery'. If a mirror reflects the TV, the reflection would update dynamically to match the changing content, maintaining temporal consistency with the actual display.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990335"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "Suppose a mirror reflects the TV screen during Segment 2. By Segment 6, when the TV still shows motion, would the reflection show updated content?",
+          "options": [
+            "A. No, because mirrors don’t update over time",
+            "B. Yes, because the TV content is dynamic",
+            "C. No, because the camera angle changed",
+            "D. Yes, because the mirror is fixed"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The TV screen is described as showing changing outdoor scenery, meaning it updates over time. A mirror reflecting it would also show these updates, assuming the mirror remains in place and the reflection includes the screen.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990342"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "If a mirror reflects the laundry basket at the beginning and then again after the camera passes under the board, would the reflection show the basket swaying?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt states the basket 'sways gently' during the rotation. If a mirror captures the basket during that motion, the reflection must also depict the movement to maintain temporal consistency with the actual environment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990349"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "binary",
+          "question": "As the camera moves from a low angle under the ironing board to a higher angle above it, would the reflection in a mirror show the correct perspective shift?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "A mirror’s reflection depends on the viewer’s viewpoint. As the camera rises, the mirror would reflect the scene from that new vantage point, showing appropriate changes such as more of the ceiling or less of the floor, maintaining viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990356"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "multiple_choice",
+          "question": "If a mirror is mounted on the wall facing the ironing board, how would its reflection change as the camera circles around the board?",
+          "options": [
+            "A. It would always show the same view regardless of camera position",
+            "B. It would show the ironing board from a fixed angle",
+            "C. It would reflect the moving camera and surrounding environment differently at each point",
+            "D. It would only reflect the TV screen"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Mirrors reflect the scene in front of them. As the camera moves around the ironing board, the relative position of objects in the mirror's field of view changes. Thus, the reflection would update dynamically with the camera's movement, showing different parts of the room depending on the angle.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990363"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "When the camera tilts upward in Segment 7 to show the ceiling, would a mirror on the floor reflect the ceiling as well?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "A mirror placed on the floor would reflect the ceiling if the camera is looking up at it. Since the camera tilts upward, the mirror’s reflection would include the ceiling, matching the actual environment’s vertical orientation.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990369"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "If a mirror reflects the right-side sofa and curtained window during Segment 4, what would it show when the camera reaches Segment 8 and faces the same direction?",
+          "options": [
+            "A. Only the ironing board",
+            "B. The same sofa and window, but with slight lighting differences",
+            "C. The left sofa instead",
+            "D. The ceiling"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Segment 8 mirrors the opening shot with a slightly adjusted angle, but the right-side sofa and window remain visible. A mirror in that location would reflect the same elements, possibly with minor lighting shifts due to ambient light, but overall consistent with prior views.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990375"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "Would a mirror placed beside the ironing board reflect the black side table and blue exercise ball when the camera is on the opposite side of the room?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "If the mirror is positioned to face the side of the room where the black side table and blue exercise ball are located, it would reflect them regardless of the camera’s position, provided the line of sight is unobstructed. The reflection depends on mirror orientation, not camera position.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:03:48.990381"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_2bc47d6e9895d593b3537d9b2e7f189b9a8604eda114442b8fab0e6fbbc8856d"
+  },
+  {
+    "task_id": "mem_dl3dv_219237c0e9ae17a757ec6c8abc43e5946ba680e534f76477002ba47bd2c314b7",
+    "instance_id": "mem_dl3dv_219237c0e9ae17a757ec6c8abc43e5946ba680e534f76477002ba47bd2c314b7",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_219237c0e9ae17a757ec6c8abc43e5946ba680e534f76477002ba47bd2c314b7.mp4",
+      "total_frames": 325,
+      "fps": 15.0,
+      "duration_sec": 21.67,
+      "reference_image_path": "inference_img/mem_dl3dv_219237c0e9ae17a757ec6c8abc43e5946ba680e534f76477002ba47bd2c314b7_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, slow-panning shot moving clockwise inside a modern, brightly lit exhibition hall or retail space with light wood flooring and recessed ceiling lights. At the center of the room is a large, sculptural white display unit with curved, layered tiers, softly illuminated from below. On top of this central display are several white product boxes and two blue-and-white branded bags resting on the lower tier. The back wall features a large banner with elegant Chinese calligraphy reading '让生活有味' (Let life have flavor), above which hangs a dark wooden sign with gold characters '汇聚千年甲天下'. To the left of the central display, tall wooden shelves mounted against the wall hold neatly arranged framed items or certificates. As the camera continues its smooth circular pan to the right, it reveals more wall displays with posters and product information, including a prominent red and white wall panel featuring a stylized sailboat graphic and vertical Chinese text '自强不息 永不满足' (Self-improvement never ceases, never satisfied). Further along the right wall, additional shelving units display products under warm lighting. The camera then moves toward the far end of the room, revealing glass doors with metal frames leading to another area, flanked by more promotional banners. The camera completes its loop, returning to face the central display from a slightly different angle, showing the full spatial layout once again — including the central white display with blue bags, the wooden shelves on the left wall, the red and white sailboat panel on the right, and the glass doors at the far end — all under consistent bright ambient lighting, creating a clean, professional, and inviting atmosphere."
+        ],
+        "level_2": [
+          "The video begins with a wide, slow clockwise pan inside a spacious, well-lit interior with polished wood floors and recessed ceiling lights. The central focus is a sculptural white multi-tiered display unit, softly lit from beneath, holding white product boxes and two blue-and-white branded bags. Behind it, a large wall banner reads '让生活有味' in elegant script, topped by a wooden sign with gold characters '汇聚千年甲天下'. To the left, tall wooden shelves house framed certificates or awards. The camera begins its arc, revealing part of the right wall with informational posters and the edge of a red and white panel featuring a sailboat graphic.",
+          "Continuing the clockwise pan, the camera now fully reveals the red and white wall panel with the sailboat graphic and vertical Chinese text '自强不息 永不满足'. Adjacent to it are more display shelves filled with products and promotional materials under warm spotlights. The camera glides smoothly past these exhibits, maintaining a steady height and pace, gradually turning toward the far end of the hall. Glass doors with metallic frames come into view, flanked by additional banners and signage. The central white display remains visible in the background as the camera's perspective shifts, emphasizing the depth and symmetry of the space.",
+          "Finally, the camera completes its circular motion, returning to a frontal view of the central white display with the blue bags prominently placed. The wooden shelves on the left wall are once again in frame, along with the full expanse of the back wall banner and overhead sign. The glass doors at the far end are now clearly visible behind the display, anchoring the composition. The lighting remains consistently bright and even throughout, highlighting the clean lines and curated presentation of the space. The entire sequence loops seamlessly, offering a comprehensive 360-degree tour of the exhibition hall’s key visual elements: the central display, the branded banners, the sailboat panel, the wooden shelves, and the exit doors."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a wide shot centered on a modern, white, multi-tiered sculptural display unit illuminated from below, situated in the middle of a spacious room with light wood flooring. Behind it, a large wall banner displays the Chinese phrase '让生活有味' in elegant script, above which hangs a dark wooden sign with gold lettering '汇聚千年甲天下'. To the left, wooden shelves hold framed items. The camera begins a slow clockwise pan, revealing the left side of the room under bright recessed ceiling lights; two blue-and-white branded bags are visible on the lower tier of the central display as the pan progresses.",
+          "20-40%: Continuing the clockwise pan, the camera moves past the left wall’s wooden shelves and fully reveals the right side of the room. The red and white wall panel featuring a stylized sailboat graphic and vertical Chinese text '自强不息 永不满足' comes into full view. Adjacent to it, more wall-mounted displays showcase products under warm accent lighting; the central white display remains partially visible in the foreground. The camera maintains a smooth, steady rotation, exposing additional shelving units filled with neatly arranged products and promotional materials along the right wall.",
+          "40-60%: As the pan progresses further along the right wall, the red and white sailboat panel recedes into the background. The camera turns toward the far end of the hall, where glass doors with metallic frames become clearly visible, flanked by additional banners and informational posters. The central white display is now seen from the side, its illuminated base casting soft shadows on the wood floor, and remains visible in the distant background, framed between the glass doors and the right wall.",
+          "60-80%: The camera continues its rotation past the glass doors and begins to reveal the left wall again. The central white display reappears more prominently in the frame, with the blue-and-white branded bags clearly visible on its lower tier; the wooden shelves on the left wall, previously seen at the start, come back into view. The '让生活有味' banner and overhead sign are once again legible behind the central display, and the red and white sailboat panel is now visible on the far right, reinforcing the circular nature of the movement.",
+          "80-100%: Finally, the camera completes its 360-degree clockwise rotation, returning to a near-identical starting position — facing the central white display with blue bags, the wooden shelves on the left, the red and white sailboat panel on the right, and the glass doors at the far end visible behind the display. The lighting remains consistently bright and even throughout, highlighting the clean lines and curated presentation of the space, creating a seamless loop that emphasizes the professional, inviting atmosphere of the exhibition hall."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a wide shot centered on a modern, white, multi-tiered sculptural display unit illuminated from below, situated in the middle of a spacious room with light wood flooring. Behind it, a large wall banner displays the Chinese phrase '让生活有味' in elegant script, above which hangs a dark wooden sign with gold lettering '汇聚千年甲天下'. To the left, wooden shelves hold framed items. The camera begins a slow clockwise pan, revealing the left side of the room under bright recessed ceiling lights.",
+          "Part 2/8: Continuing the clockwise pan, the camera moves past the left wall’s wooden shelves and begins to reveal the right side of the room. The central white display remains in view, now showing two blue-and-white branded bags resting on its lower tier. The camera’s movement exposes the beginning of a red and white wall panel with a stylized sailboat graphic and partial Chinese text. Additional display panels with product information become visible along the right wall.",
+          "Part 3/8: The camera now fully captures the red and white wall panel featuring the sailboat graphic and vertical Chinese characters '自强不息 永不满足'. Adjacent to it, more wall-mounted displays showcase products under warm accent lighting. The central white display is still partially visible in the foreground, anchoring the scene. The camera continues its smooth, steady rotation, revealing more of the right-side exhibits while maintaining consistent framing and brightness.",
+          "Part 4/8: As the pan progresses, the camera moves further along the right wall, showcasing additional shelving units filled with neatly arranged products and promotional materials. The red and white sailboat panel recedes into the background. The camera begins to turn toward the far end of the room, where glass doors with metallic frames start to appear. The central white display is now seen from the side, with its illuminated base casting soft shadows on the wood floor.",
+          "Part 5/8: The camera focuses on the far end of the hall, revealing the full view of the glass doors with metal frames, flanked by more banners and informational posters. The central white display is now visible in the distant background, framed between the glass doors and the right wall. The camera maintains its steady clockwise motion, capturing the depth of the space and the symmetrical arrangement of displays on both sides.",
+          "Part 6/8: The camera continues its rotation, now moving past the glass doors and beginning to reveal the left wall again. The central white display reappears more prominently in the frame, with the blue-and-white branded bags clearly visible on its lower tier. The wooden shelves on the left wall, previously seen at the start, come back into view, reinforcing the circular nature of the camera movement. Lighting remains consistent and bright throughout.",
+          "Part 7/8: The camera pans further left, bringing the wooden shelves with framed items fully back into view. The central white display is now directly ahead again, with the '让生活有味' banner and overhead sign clearly legible behind it. The red and white sailboat panel is now visible on the far right, completing the spatial loop. The camera’s motion remains smooth and deliberate, maintaining a consistent height and distance from the central display.",
+          "Part 8/8: Finally, the camera completes its 360-degree clockwise rotation, returning to a near-identical starting position — facing the central white display with blue bags, the wooden shelves on the left, the red and white sailboat panel on the right, and the glass doors at the far end visible behind the display. The lighting, composition, and spatial relationships remain unchanged, creating a seamless loop that emphasizes the curated, professional atmosphere of the exhibition space."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the central white display with blue bags still positioned in the middle of the room when the camera returns to its initial viewpoint?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "b685bfdba04b73790af9e5339bb384391847c0ab59d9bd0028077ded5a3061cd_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Does the wall sign reading '让生活有味' remain visible on the back wall after the camera completes its loop?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "b685bfdba04b73790af9e5339bb384391847c0ab59d9bd0028077ded5a3061cd_0_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Is the red and white wall panel with the sailboat graphic visible during the camera’s forward movement?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "b685bfdba04b73790af9e5339bb384391847c0ab59d9bd0028077ded5a3061cd_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Are the glass doors at the far end of the room revealed as the camera moves forward?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "b685bfdba04b73790af9e5339bb384391847c0ab59d9bd0028077ded5a3061cd_1_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the central white display unit retain its shape and color throughout the 360-degree pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:24.465424"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "Which of the following items must remain visually consistent across all camera angles?",
+          "options": [
+            "A. The red sailboat panel's text",
+            "B. The brand logo on the bags",
+            "C. The lighting on the ceiling",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:24.465457"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Is the multi-tiered structure of the central display preserved from all viewing angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:24.465469"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "When the camera views the central display from the side in Segment 4, what should be maintained?",
+          "options": [
+            "A. The number of tiers",
+            "B. The curvature of layers",
+            "C. The illumination pattern",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:24.465476"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the final frame (Segment 8) match the initial frame in terms of composition and object placement?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:24.465484"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "What is required for a successful horizontal loop in this video?",
+          "options": [
+            "A. Consistent lighting",
+            "B. Identical object positions",
+            "C. Matching camera height and angle",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:24.465491"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Do the wooden shelves on the left wall appear unchanged when they re-enter the frame in Segment 6?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:24.465499"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the starting position, which element must be correctly repositioned?",
+          "options": [
+            "A. The central display",
+            "B. The glass doors",
+            "C. The sailboat panel",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:07:24.465505"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_219237c0e9ae17a757ec6c8abc43e5946ba680e534f76477002ba47bd2c314b7"
+  },
+  {
+    "task_id": "mem_dl3dv_8118d776cf7856c5ae92a6f10ec5938e23bfc2867c10a4949b92a660637ef459",
+    "instance_id": "mem_dl3dv_8118d776cf7856c5ae92a6f10ec5938e23bfc2867c10a4949b92a660637ef459",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_8118d776cf7856c5ae92a6f10ec5938e23bfc2867c10a4949b92a660637ef459.mp4",
+      "total_frames": 413,
+      "fps": 15.0,
+      "duration_sec": 27.53,
+      "reference_image_path": "inference_img/mem_dl3dv_8118d776cf7856c5ae92a6f10ec5938e23bfc2867c10a4949b92a660637ef459_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, low-angle shot moving forward along a grassy slope bordered by lush green shrubs and wildflowers. On the left, a large red sandstone wall rises vertically, while ahead, the modern beige facade of the Eiteljorg Museum building comes into view under an overcast sky. A massive black bull statue, mounted on a tiered red sandstone pedestal, dominates the center of the frame as the camera pans right, revealing its muscular form and upward-curving horns. The museum’s name 'Eiteljorg Museum' is clearly visible in dark lettering on the building’s exterior. As the camera continues circling clockwise around the statue, it reveals more of the surrounding urban plaza: paved walkways, manicured lawns, and distant city buildings. At 0:06, the iconic blue Indianapolis Colts skyscraper enters the frame to the right, its vertical white lettering reading 'INDIANAPOLIS COLTS' standing out against the cloudy sky. The camera circles back toward the museum, capturing dynamic angles of the bull statue from multiple perspectives — front, side, rear — emphasizing its imposing scale and artistic texture. Continuing from this arc, the camera moves slightly lower and closer to the base of the statue, then pulls back again to reveal the full context: the museum entrance, the landscaped grounds, and the Colts tower looming in the background. Finally, the video ends with a sweeping pan that re-centers the bull statue framed between the Eiteljorg Museum and the Colts skyscraper, reinforcing their spatial relationship and the harmony of art, architecture, and urban identity in this civic space."
+        ],
+        "level_2": [
+          "The video starts with a slow push-in along a grassy hillside lined with dense green bushes, revealing the Eiteljorg Museum’s angular beige exterior and the towering black bull statue perched on a red stone plinth. The camera pans right, circling the statue to show its detailed musculature and horns against the backdrop of the museum’s entrance and signage. The overcast sky casts soft, even lighting across the scene, highlighting architectural textures and landscaping details.",
+          "Continuing from the first segment, the camera completes its circular path around the bull statue, now revealing the broader urban environment. The blue Indianapolis Colts skyscraper appears prominently on the right, its bold vertical lettering contrasting with the muted tones of the museum and surrounding buildings. The camera tilts up to capture the full height of the skyscraper before panning down to show the plaza’s paved walkways, benches, and adjacent structures, maintaining focus on the statue as the central anchor.",
+          "Finally, the camera reverses direction slightly, moving back toward the museum entrance while keeping the bull statue centered. It captures the interplay of natural and built elements — manicured lawns, shrubbery, stone walls, and modern facades — all under the same gray sky. The Colts tower remains visible in the background as the camera pulls back for a final wide shot that frames the statue symmetrically between the museum and the skyscraper, concluding with a sense of place and civic pride."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle tracking shot moving forward along a grassy slope bordered by thick green shrubbery. To the left, a tall red sandstone wall stands, while ahead, the beige geometric facade of the Eiteljorg Museum begins to emerge under a cloudy sky. A large black bull statue on a red pedestal is partially visible behind foliage. The camera continues forward and pans right, bringing the full form of the black bull statue into view. Its muscular body and upward-pointing horns are emphasized as the camera circles slightly. The Eiteljorg Museum’s entrance and signage become clearer, with windows and overhangs visible beneath the overcast sky.",
+          "20-40%: The camera completes a partial circle around the bull statue, now showing its left flank and rear. The museum’s modern architecture fills the background, with clean lines and recessed entryways. Shrubs and small yellow flowers at the statue’s base add color contrast to the earth-toned materials. The camera continues its arc, now revealing the open plaza behind the statue. Paved walkways, low stone walls, and distant buildings come into view. The sky remains overcast, casting diffuse light that softens shadows and highlights the textures of stone and metal surfaces.",
+          "40-60%: As the camera pans further right, the blue Indianapolis Colts skyscraper suddenly enters the frame, its vertical white text 'INDIANAPOLIS COLTS' standing out sharply. The camera tilts upward briefly to capture the tower’s height, then returns to eye level, framing the bull statue with the skyscraper in the background. The camera circles back toward the museum, now showing the bull statue from a rear-three-quarter angle. The Colts tower remains visible over the statue’s shoulder, creating a visual juxtaposition between the artistic sculpture and corporate architecture. Landscaping elements like trimmed hedges and lawn areas are clearly defined.",
+          "60-80%: The camera lowers slightly and moves closer to the statue’s base, capturing details of the red sandstone pedestal and surrounding ground cover. It then pulls back slowly, re-centering the statue within the wider context of the plaza, museum entrance, and adjacent buildings. The museum’s name 'Eiteljorg Museum' is clearly visible in dark lettering on the building’s exterior, and the urban plaza features paved walkways, manicured lawns, and distant city buildings.",
+          "80-100%: Finally, the camera executes a slow, wide pan that frames the black bull statue perfectly between the Eiteljorg Museum on the left and the Indianapolis Colts skyscraper on the right. The overcast sky provides a neutral backdrop, and the entire scene conveys a sense of civic harmony and urban design integration, concluding with a static, balanced composition."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle tracking shot moving forward along a grassy slope bordered by thick green shrubbery. To the left, a tall red sandstone wall stands, while ahead, the beige geometric facade of the Eiteljorg Museum begins to emerge under a cloudy sky. A large black bull statue on a red pedestal is partially visible behind foliage.",
+          "Part 2/8: The camera continues forward and pans right, bringing the full form of the black bull statue into view. Its muscular body and upward-pointing horns are emphasized as the camera circles slightly. The Eiteljorg Museum’s entrance and signage become clearer, with windows and overhangs visible beneath the overcast sky.",
+          "Part 3/8: The camera completes a partial circle around the bull statue, now showing its left flank and rear. The museum’s modern architecture fills the background, with clean lines and recessed entryways. Shrubs and small yellow flowers at the statue’s base add color contrast to the earth-toned materials.",
+          "Part 4/8: The camera continues its arc, now revealing the open plaza behind the statue. Paved walkways, low stone walls, and distant buildings come into view. The sky remains overcast, casting diffuse light that softens shadows and highlights the textures of stone and metal surfaces.",
+          "Part 5/8: As the camera pans further right, the blue Indianapolis Colts skyscraper suddenly enters the frame, its vertical white text 'INDIANAPOLIS COLTS' standing out sharply. The camera tilts upward briefly to capture the tower’s height, then returns to eye level, framing the bull statue with the skyscraper in the background.",
+          "Part 6/8: The camera circles back toward the museum, now showing the bull statue from a rear-three-quarter angle. The Colts tower remains visible over the statue’s shoulder, creating a visual juxtaposition between the artistic sculpture and corporate architecture. Landscaping elements like trimmed hedges and lawn areas are clearly defined.",
+          "Part 7/8: The camera lowers slightly and moves closer to the statue’s base, capturing details of the red sandstone pedestal and surrounding ground cover. It then pulls back slowly, re-centering the statue within the wider context of the plaza, museum entrance, and adjacent buildings.",
+          "Part 8/8: Finally, the camera executes a slow, wide pan that frames the black bull statue perfectly between the Eiteljorg Museum on the left and the Indianapolis Colts skyscraper on the right. The overcast sky provides a neutral backdrop, and the entire scene conveys a sense of civic harmony and urban design integration, concluding with a static, balanced composition."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the black bull statue still centered in the frame after the camera completes its circular pan?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "98eb9a222c0280eaf8619e3fba32c0e5daf8da211ca86d4eb15c9464bc9a63fc_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the bull statue maintain the same identity when viewed from the front and rear?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:19.100395"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the bull statue's appearance across segments?",
+          "options": [
+            "A. It changes color depending on lighting",
+            "B. Its horns curve upward consistently",
+            "C. It loses detail when viewed from behind",
+            "D. It appears as a different animal in later frames"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:19.100430"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the bull statue’s body shape remain consistent as the camera circles around it?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:19.100442"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What should be preserved about the bull statue’s geometry during camera movement?",
+          "options": [
+            "A. Its size increases with distance",
+            "B. Its horn curvature stays constant",
+            "C. Its limbs appear shorter when viewed from below",
+            "D. Its texture becomes pixelated at close range"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:19.100449"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Are fine details like the texture of the bull’s surface visible in both close and distant views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:19.100457"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which element is emphasized for texture fidelity in the prompt?",
+          "options": [
+            "A. The grassy slope only",
+            "B. The red sandstone wall and pedestal",
+            "C. The Colts skyscraper glass",
+            "D. The museum’s windows"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:19.100463"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera return to a similar framing of the bull statue at the end as it had at the beginning?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:19.100471"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "How does the camera motion contribute to spatial memory?",
+          "options": [
+            "A. It moves randomly without pattern",
+            "B. It completes a 360-degree arc and returns to a balanced composition",
+            "C. It focuses only on the museum",
+            "D. It avoids showing the skyscraper"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:19.100477"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the Indianapolis Colts skyscraper remain visible in the background after being introduced?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:19.100485"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "When the camera returns toward the museum, what must remain consistent?",
+          "options": [
+            "A. The sky changes to sunny",
+            "B. The museum sign disappears",
+            "C. The Colts tower is still visible",
+            "D. The grass turns brown"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:19.100492"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_8118d776cf7856c5ae92a6f10ec5938e23bfc2867c10a4949b92a660637ef459"
+  },
+  {
+    "task_id": "mem_dl3dv_225b22a8c735f5c1ea2bbb806e6d9a1abac0902fd493820f0965c03fd2a413f4",
+    "instance_id": "mem_dl3dv_225b22a8c735f5c1ea2bbb806e6d9a1abac0902fd493820f0965c03fd2a413f4",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_225b22a8c735f5c1ea2bbb806e6d9a1abac0902fd493820f0965c03fd2a413f4.mp4",
+      "total_frames": 402,
+      "fps": 15.0,
+      "duration_sec": 26.8,
+      "reference_image_path": "inference_img/mem_dl3dv_225b22a8c735f5c1ea2bbb806e6d9a1abac0902fd493820f0965c03fd2a413f4_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a low-angle, wide shot of a black rolling cart with three tiers positioned in the center of a cozy living room. The top tier holds two patterned pillows with circular designs in purple, beige, and brown tones. The middle shelf contains a white plastic laundry basket with blue handles, slightly tilted forward. Below it, on the bottom level, rests a small blue plastic step stool. The camera slowly circles clockwise around the cart, revealing a beige sectional sofa in the background with throw pillows and a blanket draped over one armrest. To the left, a large flat-screen TV on a black media stand displays colorful, animated graphics — possibly a game or cartoon. A blue exercise ball sits near the TV stand. Behind the sofa, a tall floor lamp with a curved neck stands next to a framed photo on a side table. As the camera continues its orbit, it dips lower to emphasize the blue step stool, then rises again to capture the full height of the cart and the pillows atop. The lighting is warm and ambient, coming from ceiling fixtures and the lamp. The carpeted floor is light beige, matching the sofa. The camera movement is smooth and continuous, maintaining focus on the cart while revealing different angles of the surrounding furniture and decor. Continuing from this orbit, the camera completes a full 360-degree rotation, passing by a glass sliding door on the far left and returning to the initial viewpoint, where the cart remains centered, the laundry basket visible, the pillows neatly arranged, and the TV still displaying vibrant visuals. Finally, the camera tilts slightly upward as if preparing to end, capturing the top pillows and the ceiling fan above, before gently lowering back to frame the cart’s base and the blue step stool once more, completing the full sequence with all mandatory landmarks present and visually consistent throughout."
+        ],
+        "level_2": [
+          "The video starts with a low-angle, wide shot of a black rolling cart with three tiers centered in a living room. The top tier holds two patterned pillows with circular designs in purple, beige, and brown. The middle shelf contains a white laundry basket with blue handles, and the bottom level has a blue plastic step stool. The camera begins circling clockwise, revealing a beige sectional sofa in the background, a large TV on a stand displaying colorful graphics, and a blue exercise ball nearby. A floor lamp stands behind the sofa. The camera moves smoothly, keeping the cart centered while showcasing the surrounding environment.",
+          "Continuing from the first segment, the camera completes half its orbit around the cart, now showing the opposite side of the room. The beige sectional sofa remains visible, along with the TV still displaying vibrant animations. The blue step stool is clearly seen beneath the laundry basket. The camera dips slightly lower to emphasize the bottom shelf, then rises to show the full cart height again. The patterned pillows remain undisturbed on top. The warm ambient lighting and beige carpeting are consistent. The camera passes by a glass sliding door on the left and prepares to complete its circle.",
+          "Finally, the camera completes its 360-degree orbit around the cart, returning to the starting angle. All mandatory landmarks are visible: the white laundry basket on the middle shelf, the patterned pillows on top, the blue step stool below, the beige sectional sofa in the background, the TV displaying colorful graphics, the blue exercise ball near the TV, and the floor lamp behind the sofa. The camera tilts slightly upward toward the ceiling fan, then lowers again to frame the cart’s base and step stool, concluding the video with a stable, centered view of the cart and its surroundings."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle, wide shot of a black rolling cart with three tiers centered in a cozy living room. The top shelf holds two patterned pillows with circular designs in purple, beige, and brown tones; the middle shelf contains a white plastic laundry basket with blue handles, slightly tilted forward; the bottom level rests a small blue plastic step stool. In the background, a beige sectional sofa is visible with throw pillows and a blanket draped over one armrest, a large flat-screen TV on a black media stand displays colorful animated graphics, and a blue exercise ball sits near the TV stand. A tall floor lamp with a curved neck stands behind the sofa next to a framed photo on a side table. The camera begins a smooth clockwise orbit around the cart.",
+          "20-40%: Continuing the clockwise orbit, the camera reveals more of the beige sectional sofa and the floor lamp behind it, while keeping the cart centered. The white laundry basket remains prominent on the middle shelf, the patterned pillows stay undisturbed on top, and the blue step stool is clearly visible beneath. The TV continues displaying vibrant animations. The camera dips slightly lower to emphasize the blue step stool and the cart’s base, then rises again to capture the full height of the cart, including the pillows and ceiling fan above. The warm ambient lighting and light beige carpet remain consistent.",
+          "40-60%: As the camera progresses past the halfway point of its orbit, it shows the side of the cart with the TV and blue exercise ball more centrally framed, and the glass sliding door becomes visible on the far left. The beige sectional sofa curves into the background, and the white laundry basket and blue step stool remain consistently in view. The camera maintains a low angle, emphasizing the cart’s structure and contents, then shifts to show the rear of the cart—where the patterned pillows are still neatly placed, the laundry basket is visible from behind, and the sofa and lamp are partially obscured but present.",
+          "60-80%: The camera continues its orbit, approaching the front-left side again; the blue exercise ball near the TV becomes more prominent, and the beige sectional sofa and floor lamp reappear fully. The white laundry basket and blue step stool remain clearly visible. The camera tilts up slightly to capture the full height of the cart and the patterned pillows on top. Nearing completion of the 360-degree rotation, the cart is shown from an angle nearly identical to the start, with all core elements—the pillows, basket, step stool, sofa, TV, exercise ball, and lamp—in place and unchanged. The camera begins a slight upward tilt toward the ceiling fan.",
+          "80-100%: Finally, the camera completes its full 360-degree orbit and returns to the initial centered framing of the black rolling cart. The white laundry basket sits on the middle shelf, the patterned pillows rest neatly on top, and the blue step stool remains on the bottom level. All mandatory landmarks are present and visually consistent: the beige sectional sofa, the TV with colorful graphics, the blue exercise ball, and the floor lamp. The camera tilts up briefly toward the ceiling fan, then gently lowers to rest on the cart’s base and the blue step stool, concluding the video with a stable, centered view of the cart and its surroundings."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle, wide shot focused on a black rolling cart with three tiers. The top shelf holds two patterned pillows with circular motifs in purple, beige, and brown. The middle shelf features a white laundry basket with blue handles, slightly tilted. The bottom shelf has a blue plastic step stool. In the background, a beige sectional sofa is visible, along with a large TV on a stand displaying colorful graphics. A blue exercise ball rests near the TV. The camera begins a slow clockwise orbit.",
+          "Part 2/8: Continuing from the previous shot, the camera moves slightly right, revealing more of the beige sectional sofa and a floor lamp behind it. The white laundry basket remains prominent on the middle shelf. The patterned pillows on top are steady. The TV continues to display vivid animations. The blue step stool is visible beneath the basket. The carpet is beige, and ambient lighting fills the room.",
+          "Part 3/8: The camera continues its clockwise rotation, now showing the side of the cart with the TV and blue exercise ball more centrally framed. The white laundry basket and blue step stool remain in view. The beige sectional sofa curves into the background. The patterned pillows on top are unchanged. The camera maintains a low angle, emphasizing the cart’s structure and contents.",
+          "Part 4/8: As the camera progresses halfway around the cart, it reveals a glass sliding door on the left side of the room. The TV screen remains active with colorful graphics. The beige sectional sofa extends across the background. The white laundry basket and blue step stool are consistently visible. The camera dips slightly downward, focusing momentarily on the bottom shelf before rising again.",
+          "Part 5/8: The camera continues its orbit, now showing the rear of the cart. The patterned pillows on top are still neatly placed. The white laundry basket is visible from the back angle. The beige sectional sofa and floor lamp are partially obscured but still present. The blue step stool remains on the bottom level. The TV’s colorful display is still visible to the right.",
+          "Part 6/8: The camera moves further around, approaching the front-left side of the cart again. The blue exercise ball near the TV becomes more prominent. The white laundry basket and blue step stool are clearly in view. The beige sectional sofa and floor lamp reappear more fully. The camera tilts up slightly to capture the full height of the cart and the patterned pillows on top.",
+          "Part 7/8: Nearing completion of the 360-degree orbit, the camera shows the cart from a nearly identical angle to the start. The white laundry basket, blue step stool, and patterned pillows are all in place. The TV continues to display colorful graphics. The beige sectional sofa and floor lamp are fully visible. The camera begins to tilt upward slightly, hinting at the ceiling fan above.",
+          "Part 8/8: Finally, the camera completes its orbit and returns to the initial framing. The black rolling cart is centered, with the white laundry basket on the middle shelf, the patterned pillows on top, and the blue step stool below. The beige sectional sofa, TV with colorful graphics, blue exercise ball, and floor lamp are all present in the background. The camera tilts up briefly toward the ceiling fan, then lowers to rest on the cart’s base and step stool, concluding the video with a stable, centered view."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "After the full rotation, is the TV still visible on the left side of the frame with colorful graphics displayed?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "9d54ee2753b0e45a3f455a7711bf855687c5d6dccfef463247f613f82192c789_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the white laundry basket with blue handles remain visually consistent across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:09:02.663202"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which object is consistently described as having circular designs in purple, beige, and brown tones?",
+          "options": [
+            "A. The blue step stool",
+            "B. The patterned pillows",
+            "C. The TV screen",
+            "D. The ceiling fan"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:09:02.663237"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the three-tier structure of the rolling cart maintain its shape throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:09:02.663250"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What happens to the blue plastic step stool during the camera's movement?",
+          "options": [
+            "A. It disappears",
+            "B. It changes color",
+            "C. It remains on the bottom shelf",
+            "D. It moves to the top tier"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:09:02.663257"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Are the patterned pillows visible from the rear of the cart in Segment 5?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:09:02.663265"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation and return to the original angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:09:02.663273"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What occurs when the camera completes its orbit?",
+          "options": [
+            "A. The cart is no longer centered",
+            "B. The scene resets to the initial framing",
+            "C. The TV turns off",
+            "D. The lighting dims"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:09:02.663279"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "When the camera returns to the starting point, are all background elements present and unchanged?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:09:02.663286"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_225b22a8c735f5c1ea2bbb806e6d9a1abac0902fd493820f0965c03fd2a413f4"
+  },
+  {
+    "task_id": "mem_dl3dv_ce71acc3017d7df0b85516e8ac7b87ce82a552a4840df3c0bc6d51a5594f3c50",
+    "instance_id": "mem_dl3dv_ce71acc3017d7df0b85516e8ac7b87ce82a552a4840df3c0bc6d51a5594f3c50",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_ce71acc3017d7df0b85516e8ac7b87ce82a552a4840df3c0bc6d51a5594f3c50.mp4",
+      "total_frames": 392,
+      "fps": 15.0,
+      "duration_sec": 26.13,
+      "reference_image_path": "inference_img/mem_dl3dv_ce71acc3017d7df0b85516e8ac7b87ce82a552a4840df3c0bc6d51a5594f3c50_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a low-angle shot of a black office chair in the center of a cozy, well-lit living room, piled high with stacked patterned pillows — one featuring large circles in purple, beige, and brown tones, another with a white background and floral design. A light blue blanket is draped over the side. The camera slowly rotates clockwise around the chair, revealing a beige leather sofa to the left, adorned with matching patterned throw pillows. In the background, a large flat-screen TV displays a vibrant cityscape with skyscrapers under daylight. To the right of the chair stands a red ergonomic office chair on wheels, positioned near a black media console. As the camera continues its orbit, it tilts slightly upward, capturing wall art — framed photos and prints arranged neatly above the sofa — and a tall floor lamp with a warm glow near the far wall. The carpet texture is plush and cream-colored, covering the entire floor. At 0:06, the camera dips lower, focusing on the black wheeled base of the central office chair as it rolls slightly forward. By 0:10, the view rises again, showing a blue exercise ball tucked beside the beige sofa on the right. A small dark wood side table with a remote control rests beside the sofa. The camera completes its full 360-degree rotation by 0:15, returning to the initial angle but now with subtle movement — the chair has shifted position slightly, indicating motion. Continuing from there, the camera zooms in briefly on the pillow patterns, then pulls back dramatically to show the entire room layout once more, including the second beige armchair opposite the sofa, and the window with sheer curtains behind it. Finally, the camera pans downward toward the base of the chair again, emphasizing the black five-star base rolling across the carpet, before ending with a quick tilt up to reveal the ceiling fan above and the full spatial context — all landmarks present: red office chair, TV displaying cityscape, stacked patterned pillows, blue exercise ball, side table with remote, beige leather sofa, black wheeled base of chair, carpet texture, central office chair with pillows, wall art, and floor lamp — all captured dynamically through continuous rotational and vertical camera movement."
+        ],
+        "level_2": [
+          "The video opens with a low-angle rotating shot around a central black office chair piled with stacked patterned pillows — one with geometric circles in purple and beige, another with a white floral motif — and a light blue blanket draped over its side. To the left, a beige leather sofa with matching throw pillows is visible; behind it, a large TV displays a bright cityscape. A red ergonomic office chair sits nearby on a black media console. Wall art hangs above the sofa, and a tall floor lamp emits warm light. The plush cream carpet covers the floor. The camera rotates clockwise, revealing more of the room’s layout while keeping the chair as the focal point.",
+          "Continuing from the first third, the camera dips lower to focus on the black wheeled base of the central office chair as it rolls subtly forward across the carpet. The perspective shifts to show a blue exercise ball tucked beside the beige sofa on the right, and a small dark wood side table holding a remote control. The camera tilts upward again, capturing the full height of the chair and pillows, then begins to complete its 360-degree rotation, passing the red office chair and TV again. The lighting remains consistent, highlighting the textures of the carpet and the fabric of the pillows. The movement feels smooth and deliberate, maintaining visual continuity with the previous segment.",
+          "Finally, the camera completes its full rotation, returning to the starting viewpoint but now with slight positional changes — the chair has moved forward slightly. It zooms in briefly on the pillow patterns, then pulls back for a wide-angle view of the entire living room, including the second beige armchair, the window with sheer curtains, and the ceiling fan above. The camera pans down again to emphasize the black five-star base rolling across the carpet, before tilting up one last time to frame the entire scene — ensuring all mandatory landmarks are clearly visible: red office chair, TV displaying cityscape, stacked patterned pillows, blue exercise ball, side table with remote, beige leather sofa, black wheeled base of chair, carpet texture, central office chair with pillows, wall art, and floor lamp — all captured in dynamic motion within the final third of the video."
+        ],
+        "level_3": [
+          "0-20%: The video starts with a low-angle shot focused on a black office chair centered in a living room, piled with stacked patterned pillows — one with large purple and beige circles, another with white background and floral design — and a light blue blanket draped over its side. To the left, a beige leather sofa with matching throw pillows is partially visible. The camera begins a slow clockwise rotation, revealing a large flat-screen TV displaying a vibrant cityscape with skyscrapers, a red ergonomic office chair on a black media console behind the TV, wall art (framed photos and prints) above the sofa, and plush cream carpet covering the floor.",
+          "20-40%: Continuing the clockwise orbit, the camera shows a tall floor lamp with a warm glow near the far wall and tilts slightly upward to capture upper wall decor and ceiling area before dipping lower toward the base of the central chair. The camera lowers significantly, focusing on the black wheeled five-star base and casters as the chair rolls slightly forward across the textured cream carpet; the beige sofa and a small dark wood side table with a remote control appear briefly at the frame edge.",
+          "40-60%: Rising again, the camera captures the full height of the central chair with its stacked pillows, now clearly showing a blue exercise ball tucked beside the beige sofa on the right and the side table with the remote control next to the sofa. The camera continues its smooth clockwise rotation, passing the red office chair and TV again, maintaining the central chair as the anchor point while highlighting fabric textures of the pillows and sheen of the leather sofa under consistent lighting.",
+          "60-80%: The camera completes its full 360-degree rotation, returning to the initial viewpoint but with slight positional changes—the chair has moved forward slightly. It zooms in briefly on the pillow patterns, then pulls back for a wide-angle view that includes the second beige armchair opposite the sofa, the window with sheer curtains behind it, and the ceiling fan above, ensuring spatial context and all major landmarks remain visible.",
+          "80-100%: Finally, the camera pans downward toward the black five-star base of the central office chair, emphasizing its movement across the carpet, then tilts up one last time to frame the entire room—ensuring all mandatory landmarks are clearly visible: red office chair, TV displaying cityscape, stacked patterned pillows, blue exercise ball, side table with remote, beige leather sofa, black wheeled base of chair, carpet texture, central office chair with pillows, wall art, and floor lamp—concluding the video with a dynamic, immersive sweep of the space."
+        ],
+        "level_4": [
+          "Part 1/8: The video starts with a low-angle shot focused on a black office chair centered in a living room, piled with stacked patterned pillows — one with large purple and beige circles, another with white background and floral design — and a light blue blanket draped over its side. To the left, a beige leather sofa with matching throw pillows is partially visible. The camera begins a slow clockwise rotation.",
+          "Part 2/8: Continuing the rotation, the camera reveals a large flat-screen TV displaying a vibrant cityscape with skyscrapers. Behind the TV, a red ergonomic office chair is visible on a black media console. The beige leather sofa remains in view, along with wall art — framed photos and prints — hanging above it. The plush cream carpet covers the floor beneath.",
+          "Part 3/8: The camera continues its clockwise orbit, now showing a tall floor lamp with a warm glow near the far wall. The red office chair is more prominently framed. The camera tilts slightly upward, capturing the ceiling and upper wall decor, then begins to dip lower toward the base of the central chair.",
+          "Part 4/8: The camera lowers significantly, focusing on the black wheeled base of the central office chair as it rolls slightly forward across the textured cream carpet. The five-star base and casters are clearly visible. The beige sofa and side table with a remote control appear briefly at the edge of the frame.",
+          "Part 5/8: Rising again, the camera captures the full height of the central chair with its stacked pillows. A blue exercise ball is now visible tucked beside the beige sofa on the right. The side table with the remote control is clearly shown next to the sofa. The camera continues its smooth clockwise rotation.",
+          "Part 6/8: The camera passes the red office chair and TV again, completing nearly half of its 360-degree rotation. The lighting highlights the fabric textures of the pillows and the sheen of the leather sofa. The camera maintains steady motion, keeping the central chair as the anchor point.",
+          "Part 7/8: The camera completes its full rotation, returning to the initial viewpoint but now with slight positional changes — the chair has moved forward slightly. It zooms in briefly on the pillow patterns, then pulls back for a wide-angle view that includes the second beige armchair, the window with sheer curtains, and the ceiling fan above.",
+          "Part 8/8: Finally, the camera pans downward toward the black five-star base of the central office chair, emphasizing its movement across the carpet. It then tilts up one last time to frame the entire room — ensuring all mandatory landmarks are visible: red office chair, TV displaying cityscape, stacked patterned pillows, blue exercise ball, side table with remote, beige leather sofa, black wheeled base of chair, carpet texture, central office chair with pillows, wall art, and floor lamp — concluding the video with a dynamic, immersive sweep of the space."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the beige leather sofa still visible on the left side of the frame after the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "d62651109fabc1c1365b0f7d801844f620ee5770c919763b7423098bab4dc5ae_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "After tilting down to the chair’s base, does the camera return to show the full stack of patterned pillows again?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "d62651109fabc1c1365b0f7d801844f620ee5770c919763b7423098bab4dc5ae_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the central black office chair maintain its identity throughout the video despite slight positional changes?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:54.795217"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which object remains consistently referenced as the central focus across all segments?",
+          "options": [
+            "A. Red ergonomic office chair",
+            "B. Beige leather sofa",
+            "C. Central black office chair",
+            "D. Blue exercise ball"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:54.795249"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are the pillow patterns described consistently across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:54.795260"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "Which detail requires high texture fidelity to maintain consistency during close-up shots?",
+          "options": [
+            "A. Color of the TV screen",
+            "B. Pattern on the pillows",
+            "C. Position of the remote control",
+            "D. Shape of the ceiling fan"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:54.795267"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation and return to the starting view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:54.795275"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What kind of camera motion is required to maintain spatial consistency in this scene?",
+          "options": [
+            "A. Random panning",
+            "B. Vertical tilt only",
+            "C. Full horizontal loop",
+            "D. Zoom-in only"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:54.795281"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Are background elements like the TV and wall art visible again when the camera returns to the initial angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:54.795289"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "Which element must remain consistent when the camera completes its rotation and returns to the start?",
+          "options": [
+            "A. The color of the carpet",
+            "B. The position of the blue exercise ball",
+            "C. The content displayed on the TV",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:10:54.795295"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_ce71acc3017d7df0b85516e8ac7b87ce82a552a4840df3c0bc6d51a5594f3c50"
+  },
+  {
+    "task_id": "mem_dl3dv_994729a47e8c422960439771fbe1d8521844636ffd23c39802813d9b967c4068",
+    "instance_id": "mem_dl3dv_994729a47e8c422960439771fbe1d8521844636ffd23c39802813d9b967c4068",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_994729a47e8c422960439771fbe1d8521844636ffd23c39802813d9b967c4068.mp4",
+      "total_frames": 338,
+      "fps": 15.0,
+      "duration_sec": 22.53,
+      "reference_image_path": "inference_img/mem_dl3dv_994729a47e8c422960439771fbe1d8521844636ffd23c39802813d9b967c4068_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of an elegantly appointed dining room featuring a large round wooden dining table with a glossy black rotating center, surrounded by twelve high-backed chairs upholstered in gray and white damask-patterned fabric covers. Above the table hangs a grand crystal chandelier with multiple tiers of lights and dangling prisms, casting a warm ambient glow. The ceiling is recessed with layered geometric panels and embedded spotlights. To the left, a white textured wall features a horizontal yellow accent panel; to the right, floor-to-ceiling beige curtains drape over large windows or openings. The camera slowly pans clockwise around the table, revealing place settings with white plates, silverware, and folded napkins on each seat. As the pan continues, the perspective shifts to show more of the white wall with the yellow accent, then moves toward the opposite side where dark wood paneling frames doorways and the beige curtains dominate the background. The camera then circles back toward the starting point, offering a dynamic 360-degree tour that emphasizes the symmetry, luxury, and meticulous arrangement of the space — including the gleaming tiled floor, the polished wood grain of the table, and the intricate patterns on the chair covers. Continuing from this orbit, the camera subtly zooms in and out to highlight different angles — capturing the shimmer of the chandelier crystals, the texture of the curtain fabric, and the contrast between the dark table surface and light-colored surroundings. Finally, the camera completes its circular motion and pulls back slightly to frame the entire ensemble once more: the chandelier centered above the round table, the patterned chairs encircling it, the white wall with yellow accent visible on one side, and the beige curtains flowing down the other — all under soft, evenly distributed lighting that enhances the room’s opulent yet welcoming atmosphere."
+        ],
+        "level_2": [
+          "The video starts with a wide shot of a luxurious dining room centered around a large round wooden table with a black rotating center, surrounded by twelve chairs covered in gray-and-white damask-patterned fabric. A grand crystal chandelier hangs above, illuminating the space with warm light. On the left wall, a white textured surface features a bold horizontal yellow accent panel. Beige curtains drape along the right wall. The camera begins a slow clockwise pan, revealing neatly arranged place settings on the table while keeping the chandelier and patterned chairs in focus. The movement gradually reveals more of the white wall with the yellow accent as the camera orbits around the table’s left flank.",
+          "Continuing from the previous segment, the camera now moves along the rear of the dining area, showing the full expanse of the beige curtains on the right wall and the dark wood trim framing doorways in the background. The chandelier remains visible overhead, its crystals catching the light as the camera glides past the patterned chair covers. The camera continues its smooth clockwise arc, bringing the opposite side of the table into view — highlighting the symmetry of the place settings and the contrast between the dark table surface and the light walls. The camera angle tilts slightly upward to emphasize the layered ceiling design and recessed lighting before beginning to swing back toward the initial viewpoint.",
+          "Finally, the camera completes its circular journey around the dining table, returning to a position that mirrors the opening shot but from a slightly adjusted angle. It captures the full composition: the chandelier centered above, the round table with its black rotating core, the twelve patterned chairs, the white wall with the yellow accent on the left, and the beige curtains on the right. The camera subtly zooms out to encompass the entire scene, reinforcing the room’s balanced elegance. Lighting remains consistent — warm and diffused — enhancing the textures of the chair covers, the sheen of the table, and the soft folds of the curtains. The video ends with a lingering, stable wide shot that encapsulates the refined ambiance and meticulous design of the dining space."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a wide, static shot of a luxurious dining room centered on a large round wooden table with a glossy black rotating surface, surrounded by twelve high-backed chairs covered in gray-and-white damask-patterned fabric. Above hangs a grand multi-tiered crystal chandelier emitting warm light. To the left, a white textured wall features a horizontal yellow accent panel; to the right, floor-to-ceiling beige curtains drape the wall. The camera begins a slow clockwise pan, keeping the table and chandelier centered while revealing place settings—white plates, silverware, and folded napkins—and the recessed layered ceiling with embedded spotlights.",
+          "20-40%: Continuing the clockwise pan, the camera reveals more of the white wall with the yellow accent panel as it moves along the left flank of the table; the patterned chair covers remain prominent in the foreground. The view transitions to the rear-left quadrant, where the white wall recedes and a dark wood-framed doorway behind the table becomes visible. The beige curtains on the right come into fuller view, and the chandelier’s crystals glint softly under consistent lighting, maintaining visual continuity and symmetry of the dining setup.",
+          "40-60%: At the midpoint of the pan, the camera faces the far side of the room dominated by the beige curtains and dark wood trim. The chandelier remains overhead, casting reflections on the black table surface. The camera angle tilts slightly upward to emphasize the ceiling’s geometric recessed panels and embedded spotlights. As the pan continues toward the rear-right quadrant, the beige curtains fill much of the background while the edge of the white wall with the yellow accent begins to reappear on the left; the table’s rotating black center and place settings stay consistently framed.",
+          "60-80%: Moving into the final third, the camera reveals the right-front portion of the room: the beige curtains still dominate the backdrop, but the white wall with the yellow accent is now clearly visible again on the left. The patterned chair covers are seen from a slightly elevated angle, highlighting their tailored fit and ornate motifs; the camera subtly zooms in to emphasize the wood grain texture and glossiness of the table’s black center. The camera then continues its clockwise sweep, nearing the starting point, with the white wall and yellow accent fully in view on the left, mirroring the opening composition.",
+          "80-100%: The camera completes its circular motion and settles into a stable wide shot that mirrors the initial framing: the round table with its black rotating center sits perfectly centered beneath the grand chandelier, encircled symmetrically by the twelve patterned chair covers. The white wall with the yellow accent is visible on the left, and the beige curtains flow down the right wall. Lighting remains soft and evenly distributed, enhancing the luxurious textures—the chair fabric, table sheen, curtain folds, and polished floor tiles—all captured in crisp detail. The video ends with this serene, fully composed view of the elegant dining room."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a wide, static shot of a luxurious dining room. At the center is a large round wooden table with a glossy black rotating surface, surrounded by twelve high-backed chairs covered in gray-and-white damask-patterned fabric. Above, a grand multi-tiered crystal chandelier emits warm light. To the left, a white textured wall features a horizontal yellow accent panel. To the right, beige curtains hang from floor to ceiling. The camera begins a slow clockwise pan, keeping the table and chandelier centered.",
+          "Part 2/8: Continuing from the first segment, the camera pans further clockwise, revealing more of the white wall with the yellow accent panel. The patterned chair covers remain prominent in the foreground. The place settings — white plates, silverware, and folded napkins — are clearly visible on the table. The chandelier’s crystals glint softly as the camera moves, and the recessed ceiling lights become more noticeable against the layered architectural details.",
+          "Part 3/8: The camera continues its clockwise orbit, now showing the rear-left quadrant of the room. The white wall with the yellow accent recedes slightly as the camera reveals more of the dark wood-framed doorway behind the table. The beige curtains on the right wall come into fuller view. The patterned chair covers maintain visual continuity as the camera glides smoothly, preserving the elegant symmetry of the dining setup.",
+          "Part 4/8: Now at the midpoint of the pan, the camera faces the far side of the room, dominated by the beige curtains and dark wood trim. The chandelier remains visible overhead, casting reflections on the black table surface. The camera angle tilts slightly upward, emphasizing the ceiling’s geometric recessed panels and embedded spotlights. The patterned chair covers continue to frame the shot, their ornate designs contrasting with the minimalist walls.",
+          "Part 5/8: The camera continues its clockwise movement, now transitioning toward the rear-right quadrant. The beige curtains fill much of the background, while the edge of the white wall with the yellow accent begins to reappear on the left. The camera maintains a steady height, ensuring the table’s rotating black center and the place settings remain consistently framed. The chandelier’s sparkle becomes more pronounced as the camera angle catches its crystals from a new perspective.",
+          "Part 6/8: Moving into the final third of the pan, the camera reveals the right-front portion of the room. The beige curtains still dominate the backdrop, but the white wall with the yellow accent is now clearly visible again on the left. The patterned chair covers are seen from a slightly elevated angle, highlighting their tailored fit and decorative motifs. The camera subtly zooms in to emphasize the texture of the table’s wood grain and the glossiness of its black center.",
+          "Part 7/8: The camera continues its clockwise sweep, nearing the starting point. The white wall with the yellow accent panel is now fully in view on the left, mirroring the opening shot. The chandelier hangs centrally above the table, its crystals refracting light across the room. The camera begins to pull back slightly, preparing for a wider framing. The patterned chair covers, place settings, and polished floor tiles are all captured in crisp detail, reinforcing the room’s cohesive aesthetic.",
+          "Part 8/8: Finally, the camera completes its circular motion and settles into a stable wide shot that mirrors the initial composition. The round table with its black rotating center sits perfectly centered beneath the grand chandelier. The twelve patterned chair covers encircle the table symmetrically. The white wall with the yellow accent is visible on the left, and the beige curtains flow down the right wall. The lighting remains soft and even, enhancing the luxurious textures and colors. The video ends with this serene, fully composed view of the elegant dining room."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the chandelier still centered above the round dining table when the camera completes its loop?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "992b77e6bbbba6b54b795ee7a9ec710c1f12ed7a2e8163cf60207d791a6ab3b6_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the chandelier remain the same object when the camera completes its full rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024295"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which of the following must remain unchanged across all segments to ensure identity persistence?",
+          "options": [
+            "A. The number of chairs",
+            "B. The color of the curtains",
+            "C. The position of the yellow accent panel",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024328"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the dining table consistently depicted as round in all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024339"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What geometric feature must remain constant during the camera's clockwise pan?",
+          "options": [
+            "A. The number of chairs",
+            "B. The circular shape of the table",
+            "C. The height of the chandelier",
+            "D. The symmetry of place settings"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024346"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Are the gray-and-white damask patterns on the chair covers visible and consistent in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024354"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which texture detail is explicitly mentioned as needing consistency across views?",
+          "options": [
+            "A. Wood grain of the table",
+            "B. Sheen of the chandelier crystals",
+            "C. Folded napkins",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024360"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera return to the original wide shot after completing the circular pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024367"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What kind of camera motion is required to test horizontal loop memory?",
+          "options": [
+            "A. Zooming only",
+            "B. Vertical tilt",
+            "C. 360-degree rotation",
+            "D. Linear tracking"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024374"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "When the camera returns to the start, is the yellow accent panel still present on the left wall?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024381"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which background element must reappear consistently when the camera completes its loop?",
+          "options": [
+            "A. The chandelier",
+            "B. The dark wood doorframe",
+            "C. The beige curtains",
+            "D. The recessed ceiling lights"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024388"
+        },
+        {
+          "question": "Is the chandelier still centered above the round dining table when the camera completes its loop?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "12",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the chandelier remain the same object when the camera completes its full rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024295"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Which of the following must remain unchanged across all segments to ensure identity persistence?",
+          "options": [
+            "A. The number of chairs",
+            "B. The color of the curtains",
+            "C. The position of the yellow accent panel",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024328"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Is the dining table consistently depicted as round in all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024339"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "What geometric feature must remain constant during the camera's clockwise pan?",
+          "options": [
+            "A. The number of chairs",
+            "B. The circular shape of the table",
+            "C. The height of the chandelier",
+            "D. The symmetry of place settings"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024346"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Are the gray-and-white damask patterns on the chair covers visible and consistent in all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024354"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "Which texture detail is explicitly mentioned as needing consistency across views?",
+          "options": [
+            "A. Wood grain of the table",
+            "B. Sheen of the chandelier crystals",
+            "C. Folded napkins",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024360"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the camera return to the original wide shot after completing the circular pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024367"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "What kind of camera motion is required to test horizontal loop memory?",
+          "options": [
+            "A. Zooming only",
+            "B. Vertical tilt",
+            "C. 360-degree rotation",
+            "D. Linear tracking"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024374"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "When the camera returns to the start, is the yellow accent panel still present on the left wall?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024381"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which background element must reappear consistently when the camera completes its loop?",
+          "options": [
+            "A. The chandelier",
+            "B. The dark wood doorframe",
+            "C. The beige curtains",
+            "D. The recessed ceiling lights"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:03.024388"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the reflection in the black rotating center of the table show the chandelier and surrounding chairs correctly, matching their actual positions in the room?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The glossy black surface of the table's rotating center is described as 'gleaming' and capable of reflecting light and surroundings. Given its central position beneath the chandelier and surrounded by patterned chairs, it should reflect these objects accurately.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038217"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "When the camera pans to the rear-left quadrant, what should be visible in the reflection on the table’s surface?",
+          "options": [
+            "A. The white wall with yellow accent panel",
+            "B. The beige curtains and dark wood trim",
+            "C. The chandelier and part of the ceiling design",
+            "D. The floor tiles and camera lens"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "As the camera moves to the rear-left, the chandelier remains overhead and centrally located above the table. The reflective surface of the table would mirror the chandelier and the layered ceiling panels directly above it, making option C the correct reflection content.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038255"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Is the reflection of the place settings (white plates, silverware, napkins) visible on the table’s black surface consistent with their actual arrangement around the table?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Since the table has a glossy black surface and the place settings are symmetrically arranged, their reflections should appear mirrored and spatially accurate relative to the real setup, maintaining consistency with the environment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038267"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "Which object is most likely to be reflected in the table’s surface when the camera faces the far side of the room (Segment 4)?",
+          "options": [
+            "A. The yellow accent panel",
+            "B. The beige curtains and doorways",
+            "C. The white textured wall",
+            "D. The camera operator"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "In Segment 4, the camera faces the far side dominated by beige curtains and dark wood-framed doorways. Since the table is centered and reflective, the background elements directly behind it—curtains and doorways—would be reflected in the surface, not the walls or camera operator.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038274"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "Does the reflection in the table’s surface include the recessed ceiling lights and geometric panels when the camera tilts upward in Segment 4?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "When the camera tilts upward to emphasize the ceiling, the reflective table surface below would also capture the overhead lighting and architectural details, especially since the chandelier and ceiling are directly above the table.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038281"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "When the camera returns to the starting position in Segment 8, does the reflection on the table match the initial scene from Segment 1?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The video ends with a stable wide shot that mirrors the opening composition. Since no environmental changes occur, the reflection on the table must remain temporally consistent with the initial state.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038291"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "If the camera completes a full orbit and returns to the original viewpoint, how should the reflection on the table change?",
+          "options": [
+            "A. It should show a different angle of the chandelier",
+            "B. It should be identical to the first frame’s reflection",
+            "C. It should fade out due to lighting shift",
+            "D. It should reflect the camera itself"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Because the scene is static and the camera returns to an equivalent position with consistent lighting, the reflection should be identical to the initial view, ensuring temporal consistency across the loop.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038298"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "After the camera moves through multiple segments and returns to the starting point, does the reflection of the chandelier remain consistent in brightness and shape?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The lighting is described as 'soft and evenly distributed' throughout, and the chandelier is always present overhead. Therefore, its reflection should remain consistent over time unless obscured, which it isn't.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038304"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the reflection behavior during the entire sequence?",
+          "options": [
+            "A. The reflection changes randomly based on camera speed",
+            "B. The reflection updates dynamically with each new segment",
+            "C. The reflection remains consistent with the current scene and reverts upon return",
+            "D. The reflection disappears when the camera zooms"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt describes a continuous, smooth pan with consistent lighting and no environmental changes. Thus, the reflection should update with each new perspective but revert to the original when returning, maintaining memory consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038311"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Does the reflection on the table’s surface show the same configuration of chair covers when the camera returns to the starting position?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The chair covers are fixed in place and unchanged throughout the video. When the camera returns to the initial viewpoint, the reflection should show the same arrangement, preserving temporal consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038318"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "As the camera moves clockwise around the table, does the reflection on the table surface shift to show the changing background (e.g., from yellow accent wall to curtains)?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The table is centrally located and reflective. As the camera rotates, the angle of incidence changes, causing the reflection to dynamically update to show the new background elements visible from each position.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038334"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "When the camera is positioned at the rear of the room (Segment 4), what should the reflection on the table show?",
+          "options": [
+            "A. The front wall with the yellow accent",
+            "B. The back wall with curtains and doorways",
+            "C. The ceiling only",
+            "D. The camera lens"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "From the rear-facing position, the background consists of the beige curtains and dark wood-framed doorways. These elements would be reflected in the table's surface due to their direct alignment with the viewing angle.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038342"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "Does the reflection on the table update correctly when the camera moves from the left side to the right side of the room?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera pans from left to right, the visible background shifts from the yellow accent wall to the curtains. The reflective surface should mirror this transition, updating accordingly to maintain viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038348"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "Which direction should the reflection of the chandelier appear to move as the camera orbits clockwise around the table?",
+          "options": [
+            "A. Clockwise",
+            "B. Counterclockwise",
+            "C. Stay stationary",
+            "D. Disappear"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The chandelier is fixed overhead. As the camera moves clockwise, the angle of reflection changes such that the chandelier's image appears to move counterclockwise in the table's surface due to the law of reflection and changing incident angles.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038355"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "When the camera returns to the starting position in Segment 8, is the reflection of the yellow accent panel visible on the left side of the table surface?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The starting position shows the white wall with the yellow accent on the left. Since the reflection must align with the actual environment at that viewpoint, the accent panel should be visible in the reflection when the camera returns.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:04:58.038361"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_994729a47e8c422960439771fbe1d8521844636ffd23c39802813d9b967c4068"
+  },
+  {
+    "task_id": "mem_dl3dv_3566f129daa17ed5e4dc2b67773765d9805e563794dbdf6cd17ac3f8edf8b61b",
+    "instance_id": "mem_dl3dv_3566f129daa17ed5e4dc2b67773765d9805e563794dbdf6cd17ac3f8edf8b61b",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_3566f129daa17ed5e4dc2b67773765d9805e563794dbdf6cd17ac3f8edf8b61b.mp4",
+      "total_frames": 341,
+      "fps": 15.0,
+      "duration_sec": 22.73,
+      "reference_image_path": "inference_img/mem_dl3dv_3566f129daa17ed5e4dc2b67773765d9805e563794dbdf6cd17ac3f8edf8b61b_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, low-to-the-ground shot of a cozy living room featuring a beige sectional sofa arranged in an L-shape, adorned with patterned throw pillows and blankets. The carpeted floor is light gray and plush, stretching across the entire room. A white metal ironing board stands prominently in the center, topped with a large decorative pillow featuring circular patterns in purple, orange, and cream. Behind the sofa, a wall displays multiple framed pictures arranged neatly in rows. To the left, a large flat-screen TV mounted on a black media console shows a vibrant city skyline at dusk, with illuminated skyscrapers against a blue-purple sky. As the camera slowly rotates clockwise around the ironing board, it reveals more of the room: a tall floor lamp near the window, sheer white curtains diffusing natural daylight, and a small side table beside the sofa. The camera then tilts upward slightly, bringing into view the ceiling light fixture — a simple modern design with frosted glass shades — before continuing its rotation to show the underside of the ironing board mesh, which appears as a crisscross grid of white fabric stretched over the frame. The camera continues circling, capturing reflections on the TV screen and the texture of the carpet underfoot, while maintaining focus on the central ironing board and its patterned pillow. Finally, the camera completes its full 360-degree orbit, returning to the original angle but now from a slightly lower vantage point, emphasizing the ironing board’s legs and the shadow they cast on the carpeted floor, with the TV still displaying the city skyline and the beige sectional sofa framing the background."
+        ],
+        "level_2": [
+          "The video starts with a wide-angle, low-to-the-ground shot of a cozy living room featuring a beige sectional sofa arranged in an L-shape, adorned with patterned throw pillows and blankets. The carpeted floor is light gray and plush, stretching across the entire room. A white metal ironing board stands prominently in the center, topped with a large decorative pillow featuring circular patterns in purple, orange, and cream. Behind the sofa, a wall displays multiple framed pictures arranged neatly in rows. To the left, a large flat-screen TV mounted on a black media console shows a vibrant city skyline at dusk, with illuminated skyscrapers against a blue-purple sky. As the camera slowly rotates clockwise around the ironing board, it reveals more of the room: a tall floor lamp near the window, sheer white curtains diffusing natural daylight, and a small side table beside the sofa.",
+          "Continuing from the initial rotation, the camera tilts upward slightly, bringing into view the ceiling light fixture — a simple modern design with frosted glass shades — before continuing its rotation to show the underside of the ironing board mesh, which appears as a crisscross grid of white fabric stretched over the frame. The camera continues circling, capturing reflections on the TV screen and the texture of the carpet underfoot, while maintaining focus on the central ironing board and its patterned pillow. The beige sectional sofa remains visible in the background, framing the scene as the camera moves past the TV and toward the far corner of the room.",
+          "Finally, the camera completes its full 360-degree orbit, returning to the original angle but now from a slightly lower vantage point, emphasizing the ironing board’s legs and the shadow they cast on the carpeted floor. The TV still displays the city skyline, glowing softly in the ambient light. The beige sectional sofa frames the background once again, with its patterned pillows and blankets undisturbed. The wall with framed pictures remains visible behind the sofa, and the ceiling light fixture hovers overhead as the camera holds steady, concluding the continuous loop with the same elements in place: carpeted floor, ironing board with patterned pillow, TV displaying city skyline, and the surrounding furniture and decor."
+        ],
+        "level_3": [
+          "0-20%: The video begins with a low-angle wide shot of a living room featuring a beige sectional sofa with patterned pillows, a light gray carpeted floor, and a white ironing board centered in the frame, topped with a colorful circular-patterned pillow. In the background, a wall displays framed pictures, and to the left, a large TV screen shows a city skyline at dusk. The camera begins a slow clockwise rotation around the ironing board, revealing more of the beige sectional sofa’s curve and a side table beside it. The TV screen remains visible, displaying the glowing city skyline, while the carpeted floor extends beneath all furniture, showing subtle texture under ambient lighting.",
+          "20-40%: As the rotation continues, the camera captures a tall floor lamp near a window with sheer white curtains, allowing soft daylight to filter in. The ironing board remains the focal point, its white metal legs casting faint shadows on the plush carpeted floor, while the wall of framed pictures stays visible behind the sofa. The camera then tilts slightly upward, revealing the ceiling light fixture — a modern design with frosted glass shades — positioned directly above the ironing board. The underside of the ironing board mesh becomes visible, showing its crisscross white fabric structure, while the TV screen reflects ambient light from the room.",
+          "40-60%: Continuing the clockwise rotation, the camera pans past the TV, capturing its full display of the city skyline with illuminated skyscrapers. The beige sectional sofa curves into the frame on the right, with its patterned pillows and blankets undisturbed, while the carpeted floor stretches continuously beneath all objects. The camera moves further around the ironing board, now capturing the back of the sofa and the wall of framed pictures from a different angle. The ironing board’s legs are clearly visible, casting defined shadows on the carpeted floor, while the TV screen glows softly in the background.",
+          "60-80%: As the camera approaches the final quarter of its rotation, it lowers slightly, emphasizing the texture of the carpeted floor and the base of the ironing board’s legs. The TV still displays the city skyline, and the beige sectional sofa frames the right side of the shot, maintaining visual continuity with earlier frames. Reflections on the TV screen and the texture of the carpet underfoot are captured, while the central ironing board and its patterned pillow remain in focus.",
+          "80-100%: Finally, the camera completes its 360-degree orbit, returning to the starting position but from a slightly lower angle, focusing on the ironing board’s legs and their shadows on the carpeted floor. The TV continues to display the city skyline, the beige sectional sofa frames the background, and the ceiling light fixture remains visible overhead — completing the seamless loop with all mandatory landmarks intact: carpeted floor, ironing board with patterned pillow, TV displaying city skyline, and the surrounding furniture and decor."
+        ],
+        "level_4": [
+          "The video begins with a low-angle wide shot of a living room featuring a beige sectional sofa with patterned pillows, a light gray carpeted floor, and a white ironing board centered in the frame, topped with a colorful circular-patterned pillow. In the background, a wall displays framed pictures, and to the left, a large TV screen shows a city skyline at dusk.",
+          "The camera begins a slow clockwise rotation around the ironing board, revealing more of the beige sectional sofa’s curve and a side table beside it. The TV screen remains visible, displaying the glowing city skyline, while the carpeted floor extends beneath all furniture, showing subtle texture under ambient lighting.",
+          "As the rotation continues, the camera captures a tall floor lamp near a window with sheer white curtains, allowing soft daylight to filter in. The ironing board remains the focal point, its white metal legs casting faint shadows on the plush carpeted floor, while the wall of framed pictures stays visible behind the sofa.",
+          "The camera tilts slightly upward, revealing the ceiling light fixture — a modern design with frosted glass shades — positioned directly above the ironing board. The underside of the ironing board mesh becomes visible, showing its crisscross white fabric structure, while the TV screen reflects ambient light from the room.",
+          "Continuing the clockwise rotation, the camera pans past the TV, capturing its full display of the city skyline with illuminated skyscrapers. The beige sectional sofa curves into the frame on the right, with its patterned pillows and blankets undisturbed, while the carpeted floor stretches continuously beneath all objects.",
+          "The camera moves further around the ironing board, now capturing the back of the sofa and the wall of framed pictures from a different angle. The ironing board’s legs are clearly visible, casting defined shadows on the carpeted floor, while the TV screen glows softly in the background.",
+          "As the camera approaches the final quarter of its rotation, it lowers slightly, emphasizing the texture of the carpeted floor and the base of the ironing board’s legs. The TV still displays the city skyline, and the beige sectional sofa frames the right side of the shot, maintaining visual continuity with earlier frames.",
+          "Finally, the camera completes its 360-degree orbit, returning to the starting position but from a slightly lower angle, focusing on the ironing board’s legs and their shadows on the carpeted floor. The TV continues to display the city skyline, the beige sectional sofa frames the background, and the ceiling light fixture remains visible overhead — completing the seamless loop with all mandatory landmarks intact."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Does the TV displaying the city skyline reappear in the same relative position after the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "d0324368976ff45eb84a7c20f3a9e5d09bca7d99e3568b4a8e60c5b6fcf4e2f0_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the ironing board remain visually consistent throughout the camera's orbit?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595526"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which object is consistently described as being centered in the frame during the entire sequence?",
+          "options": [
+            "A. The TV",
+            "B. The sectional sofa",
+            "C. The ironing board",
+            "D. The floor lamp"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595558"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the ironing board’s crisscross mesh structure visible from multiple angles without deformation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595570"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What structural feature of the ironing board is revealed when the camera tilts upward?",
+          "options": [
+            "A. Its wooden base",
+            "B. Its crisscross mesh underside",
+            "C. Its patterned top cushion",
+            "D. Its electrical cord"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595577"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Are fine textures like the carpet and pillow patterns described consistently across segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595586"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which element is explicitly mentioned to have visible texture under ambient lighting?",
+          "options": [
+            "A. The TV screen",
+            "B. The ironing board legs",
+            "C. The carpeted floor",
+            "D. The framed pictures"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595592"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation and return to the starting view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595599"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "How does the final camera angle differ from the initial one?",
+          "options": [
+            "A. It is higher",
+            "B. It is lower",
+            "C. It is tilted backward",
+            "D. It is zoomed in"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595605"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Do background elements like the framed pictures remain consistent when they reappear during the rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595613"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which background element remains visible throughout the entire rotation and must retain its appearance?",
+          "options": [
+            "A. The side table",
+            "B. The TV displaying the city skyline",
+            "C. The floor lamp",
+            "D. The ironing board"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595620"
+        },
+        {
+          "question": "Does the TV displaying the city skyline reappear in the same relative position after the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "12",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the ironing board remain visually consistent throughout the camera's orbit?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595526"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Which object is consistently described as being centered in the frame during the entire sequence?",
+          "options": [
+            "A. The TV",
+            "B. The sectional sofa",
+            "C. The ironing board",
+            "D. The floor lamp"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595558"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Is the ironing board’s crisscross mesh structure visible from multiple angles without deformation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595570"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "What structural feature of the ironing board is revealed when the camera tilts upward?",
+          "options": [
+            "A. Its wooden base",
+            "B. Its crisscross mesh underside",
+            "C. Its patterned top cushion",
+            "D. Its electrical cord"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595577"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Are fine textures like the carpet and pillow patterns described consistently across segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595586"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "Which element is explicitly mentioned to have visible texture under ambient lighting?",
+          "options": [
+            "A. The TV screen",
+            "B. The ironing board legs",
+            "C. The carpeted floor",
+            "D. The framed pictures"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595592"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation and return to the starting view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595599"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "How does the final camera angle differ from the initial one?",
+          "options": [
+            "A. It is higher",
+            "B. It is lower",
+            "C. It is tilted backward",
+            "D. It is zoomed in"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595605"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Do background elements like the framed pictures remain consistent when they reappear during the rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595613"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which background element remains visible throughout the entire rotation and must retain its appearance?",
+          "options": [
+            "A. The side table",
+            "B. The TV displaying the city skyline",
+            "C. The floor lamp",
+            "D. The ironing board"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:13:28.595620"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the reflection on the TV screen show the actual room environment, including the ironing board and sofa, as seen from the camera's perspective?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt states that reflections are captured on the TV screen during the camera’s rotation. Since the TV is a reflective surface and the camera captures reflections, it must reflect elements of the room such as the ironing board and sofa, which are visible in the scene.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288430"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "Which objects should be visible in the reflection on the TV screen when the camera is positioned directly opposite the TV?",
+          "options": [
+            "A. The ironing board and its patterned pillow",
+            "B. The ceiling light fixture and framed pictures",
+            "C. The window with sheer curtains and floor lamp",
+            "D. The side table and part of the sectional sofa"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "When the camera is opposite the TV, the ironing board is centrally located and prominent. Therefore, the reflection on the TV screen would logically include the ironing board and its decorative pillow, as they are closest and most central to the viewing angle.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288470"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Is the reflection on the TV screen consistent with the presence of ambient daylight coming through the window?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt mentions sheer white curtains diffusing natural daylight. Since the TV screen reflects ambient light, it should reflect this soft daylight, indicating consistency between the lighting in the room and what appears in the reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288480"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "If the camera is rotating around the ironing board, what should appear in the reflection on the TV screen as the camera passes behind the sofa?",
+          "options": [
+            "A. The back of the sofa and wall of framed pictures",
+            "B. The ceiling light fixture",
+            "C. The ironing board’s underside mesh",
+            "D. The carpet texture underfoot"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "As the camera rotates past the sofa, the back of the sofa and the wall of framed pictures become visible. These elements would be reflected in the TV screen if it is angled appropriately, making them the correct content in the reflection at that moment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288487"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "Does the reflection on the TV screen include the city skyline displayed on the screen itself?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The TV screen displays a city skyline, but the reflection on it should show the room environment, not the content being displayed. The reflection and the display are separate — the reflection shows the physical room, while the screen shows digital content.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288494"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "When the camera returns to the original position after completing the 360-degree orbit, does the reflection on the TV screen remain consistent with the initial frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt describes a seamless loop where all elements return to their original state. Since the TV continues to display the city skyline and the room setup remains unchanged, the reflection on the TV screen should also remain temporally consistent with the initial view.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288504"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "In Segment 2, the camera captures reflections on the TV screen. In Segment 8, the camera returns to a similar position. How should the reflection on the TV screen compare?",
+          "options": [
+            "A. It should be identical in content and lighting",
+            "B. It should show a different angle due to camera movement",
+            "C. It should reflect only the ironing board's legs",
+            "D. It should disappear entirely"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Since the environment is static and the camera returns to a nearly identical position (only slightly lower), the reflection on the TV screen should be temporally consistent, showing the same room elements as before, maintaining continuity across segments.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288510"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Does the reflection on the TV screen change when the camera moves to a new segment, even if the room layout stays the same?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "As the camera moves around the room, the angle relative to the TV changes, so the reflection on the screen must update accordingly. Even if the room doesn’t change, the reflection should dynamically shift to reflect the new viewpoint, ensuring temporal consistency with motion.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288521"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "Which statement best describes the reflection on the TV screen across Segments 4 and 5?",
+          "options": [
+            "A. The reflection remains unchanged because the TV is fixed",
+            "B. The reflection updates to show more of the room as the camera moves",
+            "C. The reflection becomes darker due to changing lighting",
+            "D. The reflection disappears when the camera focuses on the ceiling"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "In Segment 4, the camera tilts up and shows the ceiling and underside of the ironing board. In Segment 5, it pans past the TV, implying a change in angle. Thus, the reflection on the TV screen should update to include new parts of the room, demonstrating temporal consistency with motion.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288528"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "After the camera completes its full orbit and returns to the starting position, does the reflection on the TV screen match the one seen at the beginning of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt specifies a continuous loop with the same elements intact. This implies that the reflection on the TV screen, as part of the visual environment, must return to its original state for the loop to be seamless, ensuring temporal consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288535"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "As the camera rotates clockwise around the ironing board, does the reflection on the TV screen update to show the changing perspective of the room?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The camera’s movement changes the angle relative to the TV screen. For the reflection to be physically accurate, it must update to reflect the current room configuration from that viewpoint, ensuring viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288542"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "When the camera is positioned near the window, what should the reflection on the TV screen primarily show?",
+          "options": [
+            "A. The floor lamp and sheer curtains",
+            "B. The ceiling light fixture",
+            "C. The ironing board’s legs and shadow",
+            "D. The back of the sofa"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "When the camera is near the window, the floor lamp and sheer curtains are prominent. The reflection on the TV screen would capture these nearby elements, especially since they are illuminated by daylight and close to the reflective surface.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288548"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "Does the reflection on the TV screen show the correct orientation of objects based on the camera’s position during the rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The reflection must mirror the real-world spatial relationships. As the camera moves, the reflection should adjust to show objects in the correct orientation relative to the viewer, maintaining viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288555"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "When the camera is directly above the ironing board, what should the reflection on the TV screen include?",
+          "options": [
+            "A. The ceiling light fixture and top of the ironing board",
+            "B. The underside mesh of the ironing board",
+            "C. The TV screen’s own display",
+            "D. The side table and sofa armrest"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "From a top-down view, the ceiling light fixture and the top of the ironing board would be visible. Since the TV screen reflects the overhead environment, it should show these elements, aligning with the camera’s viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288561"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "When the camera returns to the original position after a full rotation, is the reflection on the TV screen consistent with the first frame’s reflection?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt describes a seamless loop with no environmental changes. Returning to the original position means the same spatial relationship exists, so the reflection should be identical, preserving viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:24.288567"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_3566f129daa17ed5e4dc2b67773765d9805e563794dbdf6cd17ac3f8edf8b61b"
+  },
+  {
+    "task_id": "mem_dl3dv_22f4385b2f47305c70569783d0383f4bc19c42718f9bfc43b92aedee2626909b",
+    "instance_id": "mem_dl3dv_22f4385b2f47305c70569783d0383f4bc19c42718f9bfc43b92aedee2626909b",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_22f4385b2f47305c70569783d0383f4bc19c42718f9bfc43b92aedee2626909b.mp4",
+      "total_frames": 404,
+      "fps": 15.0,
+      "duration_sec": 26.93,
+      "reference_image_path": "inference_img/mem_dl3dv_22f4385b2f47305c70569783d0383f4bc19c42718f9bfc43b92aedee2626909b_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, low-to-the-ground shot of a cozy living room centered on a black office chair with a patterned pillow (purple, beige, and brown circles) draped over its back. The camera slowly rotates clockwise around the chair, revealing a beige sectional sofa with a matching patterned blanket to the right, a red leather office chair in the background near a desk, and a large TV displaying a bright cityscape mounted on a black TV stand to the left. As the rotation continues, the camera tilts slightly upward to capture framed pictures on the wall, a floor lamp near a doorway, and ambient lighting reflecting off the carpeted floor. The camera then dips downward, moving underneath the chair to reveal the underside of the seat with visible warning labels affixed to the plastic base, followed by a close-up of the black five-star base with casters rolling slightly on the plush beige carpet. Continuing from this low angle, the camera pans up along the chair’s central column, then circles back around to show the full living room again — including the TV on its black stand, the red leather office chair, and the beige sectional sofa — before finally returning to the initial framing, completing the 360-degree orbit while maintaining smooth motion throughout."
+        ],
+        "level_2": [
+          "The video begins with a low-angle, rotating shot around a black office chair adorned with a patterned pillow (purple, beige, and brown circles). The camera moves clockwise, revealing a beige sectional sofa with a patterned blanket to the right, a red leather office chair in the background, and a TV displaying a cityscape on a black TV stand to the left. The carpeted floor is visible beneath, and ambient light illuminates the room, highlighting framed wall art and a floor lamp near a doorway. The camera maintains steady motion as it captures the full layout of the living room.",
+          "Continuing from the first segment, the camera lowers its angle and glides underneath the office chair, focusing on the underside of the seat where warning labels are clearly visible on the plastic structure. The black five-star base with its casters is shown rolling slightly on the beige carpeted floor. The camera then begins to tilt upward along the chair’s central column, preparing to re-emerge into the wider room view while maintaining smooth, continuous motion.",
+          "Finally, the camera rises and completes its circular orbit around the chair, once again showcasing the TV on its black stand displaying a cityscape, the red leather office chair in the background, and the beige sectional sofa with its patterned blanket. The floor lamp near the doorway and the carpeted flooring remain consistent visual anchors. The video concludes by returning to the original framing, having completed a full 360-degree sweep that emphasizes spatial relationships and object placement within the living room."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle shot focused on a black office chair with a colorful patterned pillow (purple, beige, brown circles) draped over its back. The camera begins a slow clockwise rotation, revealing a beige sectional sofa with a patterned blanket to the right and a TV displaying a cityscape on a black TV stand to the left. The carpeted floor and ambient lighting are visible.",
+          "20-40%: As the camera continues its clockwise rotation, more of the living room comes into view: a red leather office chair positioned near a desk in the background, framed artwork on the walls, and a floor lamp standing near a doorway. The camera movement remains smooth and steady, keeping the office chair centered as the focal point. The rotation progresses further, now showing the opposite side of the room, with the TV on its black stand remaining visible on the left and the beige sectional sofa extending across the right side of the frame.",
+          "40-60%: The camera begins to lower its angle, dipping underneath the office chair; the underside of the seat becomes visible, revealing white warning labels affixed to the plastic base. The black five-star base with its casters is partially visible, resting on the beige carpeted floor. The camera fully descends under the chair, offering a detailed view of the underside of the seat with warning labels clearly legible. The black five-star base is now fully in frame, with each caster making contact with the plush carpet. The camera lingers momentarily to emphasize structural details before beginning to rise again.",
+          "60-80%: The camera tilts upward along the central column of the office chair, transitioning smoothly from the under-chair perspective back toward the room’s mid-level view. The black five-star base recedes from focus as the patterned pillow and upper chair structure come back into prominence. Rising further, the camera resumes its clockwise orbit, now capturing the TV on its black stand displaying a cityscape, the red leather office chair in the background, and the beige sectional sofa with its patterned blanket. The floor lamp near the doorway and the ambient lighting remain consistent visual elements.",
+          "80-100%: The camera completes its 360-degree rotation, returning to the initial framing. The black office chair with the patterned pillow remains centered, surrounded by the familiar elements: the beige sectional sofa, the TV on its black stand, the red leather office chair, and the carpeted floor. The video ends with a stable, wide-angle shot mirroring the opening frame."
+        ],
+        "level_4": [
+          "The video opens with a low-angle shot focused on a black office chair with a colorful patterned pillow (purple, beige, brown circles) draped over its back. The camera begins a slow clockwise rotation, revealing a beige sectional sofa with a patterned blanket to the right and a TV displaying a cityscape on a black TV stand to the left. The carpeted floor and ambient lighting are visible.",
+          "As the camera continues its clockwise rotation, more of the living room comes into view: a red leather office chair positioned near a desk in the background, framed artwork on the walls, and a floor lamp standing near a doorway. The camera movement remains smooth and steady, keeping the office chair centered as the focal point.",
+          "The rotation progresses further, now showing the opposite side of the room. The TV on its black stand remains visible on the left, while the beige sectional sofa extends across the right side of the frame. The patterned blanket on the sofa and the carpeted floor continue to provide texture and context to the environment.",
+          "The camera begins to lower its angle, dipping underneath the office chair. The underside of the seat becomes visible, revealing white warning labels affixed to the plastic base. The black five-star base with its casters is partially visible, resting on the beige carpeted floor.",
+          "The camera fully descends under the chair, offering a detailed view of the underside of the seat with warning labels clearly legible. The black five-star base is now fully in frame, with each caster making contact with the plush carpet. The camera lingers momentarily to emphasize structural details before beginning to rise again.",
+          "The camera tilts upward along the central column of the office chair, transitioning smoothly from the under-chair perspective back toward the room’s mid-level view. The black five-star base recedes from focus as the patterned pillow and upper chair structure come back into prominence.",
+          "Rising further, the camera resumes its clockwise orbit, now capturing the TV on its black stand displaying a cityscape, the red leather office chair in the background, and the beige sectional sofa with its patterned blanket. The floor lamp near the doorway and the ambient lighting remain consistent visual elements.",
+          "The camera completes its 360-degree rotation, returning to the initial framing. The black office chair with the patterned pillow remains centered, surrounded by the familiar elements: the beige sectional sofa, the TV on its black stand, the red leather office chair, and the carpeted floor. The video ends with a stable, wide-angle shot mirroring the opening frame."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the TV displaying a cityscape still visible on the left side of the frame when the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "a31705d74cea69ba6d5b3df8a2586f5da81d6dc5672699ecdd2ef550736f7937_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Are the warning labels on the underside of the chair seat visible during the downward tilt?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "a31705d74cea69ba6d5b3df8a2586f5da81d6dc5672699ecdd2ef550736f7937_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the black office chair retain its identity throughout the entire 360-degree rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843255"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which object remains consistently visible and unchanged in identity across all segments?",
+          "options": [
+            "A. The red leather office chair",
+            "B. The TV displaying a cityscape",
+            "C. The black office chair with the patterned pillow",
+            "D. The floor lamp"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843288"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are the colors and patterns of the pillow consistent when viewed from multiple angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843300"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "Which visual detail must remain consistent under the chair despite changing camera angles?",
+          "options": [
+            "A. The color of the casters",
+            "B. The legibility of the warning labels",
+            "C. The number of casters",
+            "D. The material of the carpet"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843307"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the camera return to the exact initial framing after completing the 360-degree orbit?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843316"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What must be preserved for horizontal loop memory to succeed?",
+          "options": [
+            "A. Camera speed",
+            "B. Object positions relative to the chair",
+            "C. Lighting intensity",
+            "D. Frame rate"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843322"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Do the background elements (TV, sofa, red chair) appear unchanged when the camera returns from under the chair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843329"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "Which element serves as a key anchor for background re-entry consistency?",
+          "options": [
+            "A. The patterned blanket",
+            "B. The black TV stand",
+            "C. The floor lamp near the doorway",
+            "D. The carpeted floor"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843335"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the camera maintain consistent vertical positioning when moving from under the chair back to the room view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843343"
+        },
+        {
+          "question": "Is the TV displaying a cityscape still visible on the left side of the frame when the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "12",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Are the warning labels on the underside of the chair seat visible during the downward tilt?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "13",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "14",
+          "type": "binary",
+          "question": "Does the black office chair retain its identity throughout the entire 360-degree rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843255"
+        },
+        {
+          "question_id": "15",
+          "type": "multiple_choice",
+          "question": "Which object remains consistently visible and unchanged in identity across all segments?",
+          "options": [
+            "A. The red leather office chair",
+            "B. The TV displaying a cityscape",
+            "C. The black office chair with the patterned pillow",
+            "D. The floor lamp"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843288"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Are the colors and patterns of the pillow consistent when viewed from multiple angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843300"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "Which visual detail must remain consistent under the chair despite changing camera angles?",
+          "options": [
+            "A. The color of the casters",
+            "B. The legibility of the warning labels",
+            "C. The number of casters",
+            "D. The material of the carpet"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843307"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Does the camera return to the exact initial framing after completing the 360-degree orbit?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843316"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "What must be preserved for horizontal loop memory to succeed?",
+          "options": [
+            "A. Camera speed",
+            "B. Object positions relative to the chair",
+            "C. Lighting intensity",
+            "D. Frame rate"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843322"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Do the background elements (TV, sofa, red chair) appear unchanged when the camera returns from under the chair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843329"
+        },
+        {
+          "question_id": "21",
+          "type": "multiple_choice",
+          "question": "Which element serves as a key anchor for background re-entry consistency?",
+          "options": [
+            "A. The patterned blanket",
+            "B. The black TV stand",
+            "C. The floor lamp near the doorway",
+            "D. The carpeted floor"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843335"
+        },
+        {
+          "question_id": "22",
+          "type": "binary",
+          "question": "Does the camera maintain consistent vertical positioning when moving from under the chair back to the room view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:14:15.843343"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the reflection in any mirror or reflective surface show the patterned pillow (purple, beige, and brown circles) on the office chair when the camera is positioned to view it?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt does not mention any mirrors or reflective surfaces, so there is no reflection content to evaluate. Therefore, the reflection cannot show the pillow unless a mirror exists, which is not described.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481269"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "If a mirror were present in the room reflecting the TV displaying a cityscape, what should be visible in the reflection when the camera is facing the TV?",
+          "options": [
+            "A. The cityscape displayed on the TV screen",
+            "B. The back of the red leather office chair",
+            "C. The patterned blanket on the sectional sofa",
+            "D. The underside of the office chair base"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The TV displays a bright cityscape, and if a mirror reflects the TV from the same angle as the camera, it should show the cityscape. This assumes the mirror is positioned to reflect the TV’s front-facing display.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481307"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Would a mirror placed near the floor lamp reflect the framed pictures on the wall if the camera is positioned to see both?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt does not describe any mirrors or reflective surfaces. Without a mirror being mentioned, no reflection can occur, making this question hypothetical but grounded in evaluating what would be expected if a mirror existed.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481316"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "If a glass coffee table were added to the scene and reflected the red leather office chair, what object should appear in the reflection when the camera is directly above the table?",
+          "options": [
+            "A. The black office chair with the patterned pillow",
+            "B. The red leather office chair",
+            "C. The TV stand and cityscape",
+            "D. The floor lamp near the doorway"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "If the glass coffee table is positioned such that the red leather office chair is above it, then its reflection should show the chair. The prompt places the red leather chair in the background near a desk, so it could be reflected if the table is angled appropriately.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481323"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "In a scenario where a mirror is mounted on the wall opposite the TV, would the reflection show the cityscape displayed on the TV screen?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "If the mirror is directly across from the TV and faces it, the reflection would include the TV screen showing the cityscape, assuming no obstructions. This tests whether the reflection content matches the actual environment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481330"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "If a mirror appears in Segment 1 and again in Segment 8, does the reflection show the same objects (e.g., TV, sectional sofa) in both segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Since the room layout remains unchanged throughout the video and the camera returns to the original framing, any mirror in the same position would reflect the same scene at both times, assuming no environmental changes.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481339"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the initial framing in Segment 8 after passing under the chair, how should a mirror's reflection change compared to Segment 1?",
+          "options": [
+            "A. It should show different lighting due to time progression",
+            "B. It should reflect the same objects in the same positions",
+            "C. It should only show the underside of the chair",
+            "D. It should reflect the casters rolling on the carpet"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The environment remains consistent across segments; the camera returns to the original position. Thus, any mirror in the same location would reflect the same objects in the same configuration as in Segment 1.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481347"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "If a mirror was visible during the camera’s rotation in Segment 2 and reappears in Segment 7, does the reflection update to show the new camera angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "As the camera moves around the room, the perspective changes. A mirror would reflect the changing environment accordingly, so the reflection should update to match the current viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481353"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "If a mirror shows the TV and sectional sofa in Segment 3, and the camera later returns to the same position in Segment 7, what should the mirror reflect?",
+          "options": [
+            "A. Only the office chair",
+            "B. The TV and sectional sofa, same as before",
+            "C. The underside of the chair base",
+            "D. The floor lamp and doorway"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The camera returns to a similar position, and the room has not changed. Therefore, the mirror should reflect the same objects—TV and sectional sofa—as in Segment 3, ensuring temporal consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481359"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Does the reflection in a mirror remain consistent when the camera passes under the chair and then returns to the original height?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Even though the camera briefly goes under the chair, upon returning to the original height and orientation, the environment remains unchanged. Thus, the mirror’s reflection should also remain consistent with earlier views.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481366"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "As the camera rotates clockwise around the office chair, does the reflection in a mirror show the correct side of the room based on the camera’s angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The reflection must dynamically update with the camera’s movement. As the camera rotates, the mirror should reflect the corresponding part of the room, maintaining spatial accuracy.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481373"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "When the camera dips underneath the chair and looks up at the central column, what should a mirror mounted on the ceiling reflect?",
+          "options": [
+            "A. The underside of the chair and carpet",
+            "B. The TV and sectional sofa",
+            "C. The patterned pillow on the chair back",
+            "D. The floor lamp near the doorway"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "From a low-angle view under the chair, a ceiling-mounted mirror would reflect the immediate surroundings: the underside of the chair and the carpeted floor. This ensures viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481379"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "When the camera pans upward along the chair’s column from under the chair, does the mirror reflect the rising camera path correctly?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera ascends, a mirror in the scene should reflect the changing perspective, including the upward movement and visibility of the chair’s upper structure. This maintains viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481386"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "If a mirror is placed on the wall behind the TV, what should it reflect when the camera is facing the TV from the left?",
+          "options": [
+            "A. The red leather office chair",
+            "B. The patterned blanket on the sofa",
+            "C. The black office chair with the pillow",
+            "D. The TV and cityscape"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "From the left side of the room, the mirror behind the TV would reflect the office chair with the patterned pillow, as it is located in front of the mirror from that vantage point.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481392"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "When the camera completes its 360-degree orbit and returns to the starting position, does the mirror reflect the same scene as it did at the beginning?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The camera returns to the exact same framing and orientation, and the environment has not changed. Thus, any mirror in the scene should reflect the identical view as in the opening shot, preserving viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:05:51.481398"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_22f4385b2f47305c70569783d0383f4bc19c42718f9bfc43b92aedee2626909b"
+  },
+  {
+    "task_id": "mem_dl3dv_d99d4c9126a46474b90ad4b2565d9daaf529387572ccdc388e3883083b66391a",
+    "instance_id": "mem_dl3dv_d99d4c9126a46474b90ad4b2565d9daaf529387572ccdc388e3883083b66391a",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_d99d4c9126a46474b90ad4b2565d9daaf529387572ccdc388e3883083b66391a.mp4",
+      "total_frames": 350,
+      "fps": 15.0,
+      "duration_sec": 23.33,
+      "reference_image_path": "inference_img/mem_dl3dv_d99d4c9126a46474b90ad4b2565d9daaf529387572ccdc388e3883083b66391a_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a tranquil lakeside park scene, featuring a wooden bench with a black metal frame positioned on a paved walkway that curves gently left along the lake shoreline. Overhanging willow tree branches drape elegantly over the water, casting soft shadows on the grassy bank. The camera slowly pans right, revealing more of the serene lake and the lush greenery surrounding it. As the pan continues, a second identical bench comes into view further down the path, nestled under another large willow tree. A green bucket is visible under this tree, resting near some rocks and partially obscured by low-hanging branches. The paved path continues to wind through the grassy area, bordered by trees and reeds. The camera then circles back slightly, offering a wider perspective that includes both benches, the curving paved walkway, and the shimmering lake surface reflecting the morning light. Continuing from this wide shot, the camera moves forward along the path, passing the first bench again and highlighting the texture of the pavement and scattered leaves. The willow tree’s long, flowing branches sway subtly in the breeze, framing the lake beautifully. Finally, the camera returns to its original position, completing a gentle circular motion that captures the peaceful ambiance of the park, with all mandatory landmarks — willow tree overhanging lake, paved path curving left, benches positioned near water, green bucket under tree, willow tree branches, paved walkway, wooden bench with black metal frame, and lake shoreline — clearly and cohesively integrated throughout the entire sequence."
+        ],
+        "level_2": [
+          "The video opens with a static wide shot of a wooden bench with a black metal frame situated on a paved walkway that curves left along the lake shoreline. Overhanging willow tree branches frame the scene, draping toward the water’s edge. In the background, the calm lake reflects sunlight, while tall reeds and grasses line the shore. The camera begins a slow pan to the right, revealing more of the lake and the continuation of the paved path. A second bench appears in the distance, also placed near the water under another willow tree. The green bucket under the tree becomes visible as the camera moves closer to the second bench, nestled beside rocks and partially hidden by foliage. The paved walkway remains prominent, winding through the grassy terrain.",
+          "Continuing from the previous segment, the camera now focuses on the second bench under the willow tree, capturing the green bucket nearby and the intricate details of the tree’s drooping branches. The camera begins to circle around this bench, showing the paved path extending behind it and the lake shoreline stretching into the distance. The movement reveals the full context of the park: multiple benches spaced along the curving walkway, each positioned for optimal lake views. The camera then transitions smoothly to a forward tracking shot along the paved path, passing the first bench once more. The texture of the stone pavers, scattered dry leaves, and the contrast between the manicured grass and natural shoreline are highlighted. Willow branches continue to sway gently overhead, maintaining the serene atmosphere.",
+          "Finally, the camera completes its circular trajectory by returning to the initial vantage point, offering a familiar yet refreshed view of the first bench and the willow tree overhanging the lake. The paved path curves left as before, leading the eye toward the distant shoreline and the second bench still visible under its own willow canopy. The green bucket remains tucked beneath the tree, a quiet detail anchoring the scene. The camera lingers briefly, allowing the viewer to absorb the full composition: the wooden bench with black metal frame, the paved walkway, the willow tree branches swaying in the breeze, and the tranquil lake shoreline. All mandatory landmarks are present and visually connected, reinforcing the peaceful continuity of the park environment from start to finish."
+        ],
+        "level_3": [
+          "0-20%: The video begins with a medium shot of a wooden bench with a black metal frame positioned on a paved walkway that curves left along the lake shoreline. Overhanging willow tree branches frame the top of the frame, casting shadows on the grass below. The lake glimmers in the background, bordered by reeds and grasses. The camera is stationary but poised to begin a slow pan to the right, then initiates a smooth rightward pan, revealing more of the paved walkway and the continuation of the lake shoreline; the first bench stays in view on the left as the camera uncovers a second bench further down the path, also near the water and under another willow tree, though the green bucket under the second tree is not yet visible.",
+          "20-40%: The pan continues, bringing the second bench fully into view. The green bucket under the tree becomes noticeable, resting near rocks and partially hidden by low-hanging branches. The paved path curves visibly to the left behind the bench, and the lake shoreline extends into the distance. The camera maintains a steady pace, emphasizing the tranquility of the setting. The camera then begins to circle around the second bench, shifting perspective to show the paved walkway extending behind it and the full expanse of the lake shoreline, with willow branches draping gracefully into the frame and the green bucket remaining visible under the tree.",
+          "40-60%: Continuing the circular motion, the camera now faces back toward the first bench, capturing the full length of the paved path that connects both benches. The willow tree overhanging the lake is prominent again, its branches framing the shot. The camera begins a slow forward tracking movement along the paved walkway, passing the first bench once more. As the camera tracks forward, the texture of the stone pavers and scattered dry leaves become more detailed. The grassy bank beside the path is uneven, with patches of dirt and moss. Willow tree branches overhead sway gently, filtering sunlight onto the path, while the lake shoreline remains visible to the right with reeds swaying slightly in the breeze.",
+          "60-80%: The camera continues its forward motion, approaching the end of the paved path near the first bench. It begins to arc back to the left, initiating a return to the original viewpoint. The second bench and the green bucket under the tree come back into view in the distance, framed by the willow branches and the lake beyond. The paved walkway, curving left, remains central to the composition, and the serene ambiance is maintained through subtle movement of foliage and light reflections on the water.",
+          "80-100%: Finally, the camera settles back into its starting position, offering a symmetrical composition of the first bench, the curving paved walkway, and the willow tree overhanging the lake. The green bucket under the distant tree, the wooden bench with black metal frame, the paved walkway, the willow branches, and the lake shoreline are all visible, creating a harmonious and complete visual loop that encapsulates the entire scene. The camera lingers briefly, allowing the viewer to absorb the full composition, with all mandatory landmarks clearly and cohesively integrated."
+        ],
+        "level_4": [
+          "Part 1/8: The video begins with a medium shot of a wooden bench with a black metal frame positioned on a paved walkway that curves left along the lake shoreline. Overhanging willow tree branches frame the top of the frame, casting shadows on the grass below. The lake glimmers in the background, bordered by reeds and grasses. The camera is stationary but poised to begin a slow pan to the right.",
+          "Part 2/8: The camera begins a smooth rightward pan, revealing more of the paved walkway and the continuation of the lake shoreline. The willow tree’s branches remain prominent, gently swaying. The first bench stays in view on the left as the camera uncovers a second bench further down the path, also near the water and under another willow tree. The green bucket under the second tree is not yet visible.",
+          "Part 3/8: The pan continues, bringing the second bench fully into view. The green bucket under the tree becomes noticeable, resting near rocks and partially hidden by low-hanging branches. The paved path curves visibly to the left behind the bench, and the lake shoreline extends into the distance. The camera maintains a steady pace, emphasizing the tranquility of the setting.",
+          "Part 4/8: The camera begins to circle around the second bench, shifting perspective to show the paved walkway extending behind it and the full expanse of the lake shoreline. Willow branches drape gracefully into the frame, enhancing the sense of enclosure and peace. The green bucket remains visible under the tree, adding a subtle human element to the natural scene.",
+          "Part 5/8: Continuing the circular motion, the camera now faces back toward the first bench, capturing the full length of the paved path that connects both benches. The willow tree overhanging the lake is prominent again, its branches framing the shot. The camera begins a slow forward tracking movement along the paved walkway, passing the first bench once more.",
+          "Part 6/8: As the camera tracks forward, the texture of the stone pavers and scattered dry leaves become more detailed. The grassy bank beside the path is uneven, with patches of dirt and moss. The willow tree branches overhead sway gently, filtering sunlight onto the path. The lake shoreline remains visible to the right, with reeds swaying slightly in the breeze.",
+          "Part 7/8: The camera continues its forward motion, approaching the end of the paved path near the first bench. It begins to arc back to the left, initiating a return to the original viewpoint. The second bench and the green bucket under the tree come back into view in the distance, framed by the willow branches and the lake beyond.",
+          "Part 8/8: Finally, the camera settles back into its starting position, offering a symmetrical composition of the first bench, the curving paved walkway, and the willow tree overhanging the lake. The green bucket under the distant tree, the wooden bench with black metal frame, the paved walkway, the willow branches, and the lake shoreline are all visible, creating a harmonious and complete visual loop that encapsulates the entire scene."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Does the wooden bench reappear in the same position when the camera moves backward?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Path Retracing Memory",
+          "question_id": "caf35e90103817a639c72286755aa7b25718666b337269cf7c577b19722a17df_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Is the green bucket still visible under the tree after the camera retraces its path?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Path Retracing Memory",
+          "question_id": "caf35e90103817a639c72286755aa7b25718666b337269cf7c577b19722a17df_0_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the wooden bench with a black metal frame maintain the same appearance when the camera returns to the starting position?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:39.504167"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the bench’s consistency requirement across camera movements?",
+          "options": [
+            "A. It changes color depending on lighting",
+            "B. It must retain identical material and structure",
+            "C. It disappears in later segments",
+            "D. It transforms into a stone bench"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:39.504203"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the paved walkway consistently curve left along the shoreline in all views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:39.504216"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Is the green bucket visible under the second tree when the camera returns to the initial view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:39.504224"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the camera return to the exact initial vantage point at the end of the sequence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:39.504232"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What must be preserved for successful horizontal loop memory?",
+          "options": [
+            "A. Only the bench's position",
+            "B. The entire scene composition including landmarks",
+            "C. Just the camera speed",
+            "D. Only the lake reflection"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:39.504238"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Are the background elements such as the lake and willow trees consistent when the camera returns to the start?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:39.504259"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "How should the paved walkway appear when the camera retraces its path?",
+          "options": [
+            "A. With different texture details",
+            "B. Identical to the forward pass",
+            "C. Completely changed",
+            "D. Only partially visible"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:39.504267"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_d99d4c9126a46474b90ad4b2565d9daaf529387572ccdc388e3883083b66391a"
+  },
+  {
+    "task_id": "mem_dl3dv_81bf2a03aadbf20bf20aa2feb18ab8b9afbd377b5be45e3792622e6e8d227a02",
+    "instance_id": "mem_dl3dv_81bf2a03aadbf20bf20aa2feb18ab8b9afbd377b5be45e3792622e6e8d227a02",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_81bf2a03aadbf20bf20aa2feb18ab8b9afbd377b5be45e3792622e6e8d227a02.mp4",
+      "total_frames": 321,
+      "fps": 15.0,
+      "duration_sec": 21.4,
+      "reference_image_path": "inference_img/mem_dl3dv_81bf2a03aadbf20bf20aa2feb18ab8b9afbd377b5be45e3792622e6e8d227a02_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a low-angle shot of a green octagonal picnic table with black metal legs and attached benches, situated on a paved ground composed of light beige square tiles. The camera slowly circles clockwise around the table, revealing its full structure — slatted tabletop, curved bench seating integrated into the frame, and sturdy black support beams. To the right, a red brick wall runs parallel to the table, while in the background, a distant building entrance with white-framed glass doors and steps leading up to it becomes visible as the camera moves. As the camera continues its orbit, the perspective shifts to show the table from multiple angles: side view, front view, and rear view, all while maintaining consistent lighting under an overcast sky. The tiled pavement features subtle variations in shade and occasional darker grout lines, and a narrow strip of gray stone bordering the walkway appears intermittently. The picnic table remains stationary throughout, with no people or movement other than the camera’s smooth, continuous circular motion. Finally, the camera completes its 360-degree sweep, returning to a position similar to the opening shot but slightly elevated, offering a comprehensive view of the entire scene including the brick wall, the distant entrance, and the geometric pattern of the tiled ground surrounding the green picnic table."
+        ],
+        "level_2": [
+          "The video starts with a close-up, low-angle view of a green octagonal picnic table with black legs and attached benches, resting on a paved surface made of square beige tiles. The camera begins a slow clockwise pan around the table, revealing its slatted top and curved bench seating. In the background, a red brick wall is visible on the right, and further back, a distant building entrance with white-framed glass doors can be seen. The camera continues moving, capturing the texture of the tiles and the clean lines of the table’s construction.",
+          "Continuing from the previous segment, the camera now shows the picnic table from its left side and then its rear, emphasizing the symmetrical design of the attached benches and the black metal framework. The brick wall remains visible along the right edge of the frame, while the paved ground extends outward with consistent tile patterns. The distant building entrance comes more clearly into view as the camera circles, showing steps leading up to the doors. The lighting remains even and diffused, suggesting an overcast day, and no objects or people interrupt the scene.",
+          "Finally, the camera completes its circular path around the green picnic table, now approaching from the front-right angle before returning to a near-original position but slightly higher. The full geometry of the table — octagonal top, curved benches, black supports — is again showcased. The brick wall, tiled pavement, and distant building entrance are all present in the frame, reinforcing the spatial context. The camera movement slows as it settles, offering a final, stable view that encapsulates the entire environment without any additional elements entering the scene."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle shot focused on the front-left corner of a green octagonal picnic table with black metal legs, positioned on a paved ground made of square beige tiles. A red brick wall is visible to the right, and in the far background, a distant building entrance with white-framed doors can be faintly seen. The camera begins a slow clockwise rotation around the table, revealing the full left side of the picnic table, highlighting the attached curved bench and the slatted tabletop. The brick wall remains in view on the right, while the paved ground extends forward with uniform square tiles.",
+          "20-40%: Continuing the clockwise pan, the camera captures the rear-left quarter of the picnic table, showing the symmetry of the bench seating and the black support structure underneath. The brick wall still occupies the right edge of the frame, and the tiled pavement continues to stretch outward. The distant building entrance becomes more clearly visible, with steps leading up to the white-framed doors. As the camera moves to the rear of the table, the full backside comes into view, emphasizing the octagonal shape and the integrated bench design. The brick wall is now partially out of frame, replaced by more of the paved ground.",
+          "40-60%: The camera continues its clockwise arc to the rear-right side of the table, showcasing the right bench and the black leg supports. The brick wall reappears on the right edge, and the tiled pavement stretches diagonally toward the foreground. The distant building entrance remains visible in the background, though slightly obscured by the table’s structure. Now capturing the right side of the picnic table, the camera highlights the curvature of the attached bench and the slatted top. The brick wall runs vertically along the right edge, while the paved ground fills the lower portion of the frame.",
+          "60-80%: The camera moves to the front-right angle of the picnic table, offering a view that combines the tabletop, bench, and black support legs. The brick wall is prominent on the right, and the tiled pavement extends forward. The distant building entrance is still visible in the background, now aligned with the center of the table. The lighting remains even and diffused, suggesting an overcast day, and no objects or people interrupt the scene. The full geometry of the table — octagonal top, curved benches, black supports — is showcased from this perspective.",
+          "80-100%: Finally, the camera completes its circular motion, returning to a position similar to the start but slightly elevated, showing the front-left corner of the green picnic table once more. The brick wall, paved ground with square tiles, and distant building entrance are all visible, creating a cohesive and complete environmental shot. The camera slows to a gentle stop, concluding the sequence. The tiled pavement features subtle variations in shade and occasional darker grout lines, and a narrow strip of gray stone bordering the walkway appears intermittently. The picnic table remains stationary throughout, with no people or movement other than the camera’s smooth, continuous circular motion."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle shot focused on the front-left corner of a green octagonal picnic table with black metal legs, positioned on a paved ground made of square beige tiles. A red brick wall is visible to the right, and in the far background, a distant building entrance with white-framed doors can be faintly seen. The camera begins a slow clockwise rotation around the table.",
+          "Part 2/8: Continuing the clockwise pan, the camera now reveals the full left side of the picnic table, highlighting the attached curved bench and the slatted tabletop. The brick wall remains in view on the right, while the paved ground extends forward with uniform square tiles. The distant building entrance becomes slightly more defined as the camera angle shifts.",
+          "Part 3/8: The camera now captures the rear-left quarter of the picnic table, showing the symmetry of the bench seating and the black support structure underneath. The brick wall still occupies the right edge of the frame, and the tiled pavement continues to stretch outward. The distant building entrance is more clearly visible, with steps leading up to the white-framed doors.",
+          "Part 4/8: As the camera moves to the rear of the table, the full backside of the green picnic table comes into view, emphasizing the octagonal shape and the integrated bench design. The brick wall is now partially out of frame, replaced by more of the paved ground. The distant building entrance remains visible in the background, centered in the upper part of the frame.",
+          "Part 5/8: The camera continues its clockwise arc to the rear-right side of the table, showcasing the right bench and the black leg supports. The brick wall reappears on the right edge, and the tiled pavement stretches diagonally toward the foreground. The distant building entrance is still visible, though slightly obscured by the table’s structure.",
+          "Part 6/8: Now capturing the right side of the picnic table, the camera highlights the curvature of the attached bench and the slatted top. The brick wall runs vertically along the right edge, while the paved ground fills the lower portion of the frame. The distant building entrance remains in view, framed between the table and the wall.",
+          "Part 7/8: The camera moves to the front-right angle of the picnic table, offering a view that combines the tabletop, bench, and black support legs. The brick wall is prominent on the right, and the tiled pavement extends forward. The distant building entrance is still visible in the background, now aligned with the center of the table.",
+          "Part 8/8: Finally, the camera completes its circular motion, returning to a position similar to the start but slightly elevated, showing the front-left corner of the green picnic table once more. The brick wall, paved ground with square tiles, and distant building entrance are all visible, creating a cohesive and complete environmental shot. The camera slows to a gentle stop, concluding the sequence."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the green picnic table still centered in the frame when the camera returns to its initial position?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "d9dcaedb97652c3c67e21da8539aeeedb247790c7eee11ec415cb3c2e809f291_0_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Can the distant building entrance be seen at multiple points during the camera’s movement?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "d9dcaedb97652c3c67e21da8539aeeedb247790c7eee11ec415cb3c2e809f291_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the picnic table maintain the same green color throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:50.034283"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which attribute of the picnic table remains unchanged across all camera angles?",
+          "options": [
+            "A. Its color",
+            "B. Its number of sides",
+            "C. Its position on the ground",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:50.034318"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the picnic table consistently described as octagonal in shape across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:50.034330"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "What must remain constant about the picnic table’s structure during the camera rotation?",
+          "options": [
+            "A. Number of benches",
+            "B. Shape of tabletop",
+            "C. Support leg configuration",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:50.034337"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Are the slatted details of the tabletop mentioned in multiple segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:50.034345"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "Which element reflects high texture fidelity requirements?",
+          "options": [
+            "A. The brick wall",
+            "B. The tiled pavement",
+            "C. The glass doors",
+            "D. The metal legs"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:50.034352"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree orbit around the table?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:50.034359"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "How does the camera return to the starting position?",
+          "options": [
+            "A. Exactly the same",
+            "B. Slightly elevated",
+            "C. From a different direction",
+            "D. With zoomed-in view"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:50.034365"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Is the distant building entrance visible in both the first and last segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:50.034373"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "Which background element must remain consistent upon camera return?",
+          "options": [
+            "A. Brick wall",
+            "B. Building entrance",
+            "C. Tiled pavement",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:15:50.034379"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_81bf2a03aadbf20bf20aa2feb18ab8b9afbd377b5be45e3792622e6e8d227a02"
+  },
+  {
+    "task_id": "mem_dl3dv_5ae8bcd02acf6cd0b5f65b03d6adbfc55e48b32175bb430cabf2598a503b7f9b",
+    "instance_id": "mem_dl3dv_5ae8bcd02acf6cd0b5f65b03d6adbfc55e48b32175bb430cabf2598a503b7f9b",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_5ae8bcd02acf6cd0b5f65b03d6adbfc55e48b32175bb430cabf2598a503b7f9b.mp4",
+      "total_frames": 338,
+      "fps": 15.0,
+      "duration_sec": 22.53,
+      "reference_image_path": "inference_img/mem_dl3dv_5ae8bcd02acf6cd0b5f65b03d6adbfc55e48b32175bb430cabf2598a503b7f9b_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, low-to-ground tracking shot moving forward across a lush green lawn toward a modern architectural complex. On the left, a curved metallic facade with reflective silver panels dominates the frame, featuring a prominent circular window near its center. The sky above is partly cloudy, and cloud reflections shimmer across the polished metallic surfaces. As the camera glides forward, it reveals a glass-paneled tower on the right with a distinct blue tint, its vertical structure mirroring the sky and surrounding environment. In the distant background to the far left, a red building peeks into view, contrasting with the cool metallic tones of the foreground structures. The camera continues its smooth, steady movement along the grassy expanse, maintaining the green lawn in the foreground while gradually revealing more of the interplay between the curved metallic structure and the glass tower. Reflective metallic panels on both buildings capture shifting light and reflections as the camera pans slightly rightward, emphasizing the curvature and sleekness of the architecture. The video concludes with the camera still moving forward, keeping the green lawn anchored at the bottom of the frame, the curved facade receding slightly to the left, and the glass tower rising prominently on the right — all under a bright sky with dynamic cloud reflections dancing across every surface."
+        ],
+        "level_2": [
+          "The video begins with a low-angle tracking shot advancing across a vibrant green lawn toward a futuristic building complex. On the left stands a curved metallic facade composed of highly reflective silver panels, punctuated by a circular window near its center. Cloud reflections ripple across the shiny surfaces as the camera moves forward. In the far-left background, a distant red building is partially visible, adding color contrast. The green lawn remains dominant in the foreground throughout this segment.",
+          "Continuing from the previous motion, the camera maintains its forward glide, now revealing more of the adjacent glass-paneled tower on the right. This tower features a pronounced blue tint and vertical glass panels that reflect the sky and nearby structures. The curved metallic facade on the left continues to dominate the left side of the frame, its reflective panels capturing shifting light. The green lawn persists in the foreground, anchoring the composition as the camera subtly pans right, aligning the two architectural elements within the same visual plane.",
+          "Finally, the camera proceeds forward with sustained momentum, now fully framing the juxtaposition of the curved metallic facade on the left and the tall glass-paneled tower with blue-tinted windows on the right. Cloud reflections animate both surfaces, creating a dynamic interplay of light and form. The green lawn stretches continuously in the foreground, leading the eye toward the architectural convergence. The distant red building remains faintly visible in the background, completing the scene’s spatial depth before the video ends with the camera still in motion."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle, forward-moving shot across a neatly trimmed green lawn. A curved metallic facade with reflective silver panels appears on the left, featuring a circular window near its center. Clouds are reflected on the glossy surface, and a distant red building is faintly visible on the far left. The sky is partly cloudy, casting soft shadows on the grass. As the camera advances smoothly, reflections of clouds glide across the metallic panels, enhancing the sense of motion and depth.",
+          "20-40%: Continuing forward, the camera maintains focus on the curved metallic facade while bringing the edge of a glass-paneled tower on the right into clearer view. The green lawn remains prominent in the foreground. The glass tower features a pronounced blue tint and vertical glass panels that reflect the sky and surrounding structures. The circular window on the curved facade remains visible, and the reflective metallic panels continue to mirror the moving clouds. The distant red building stays in the background, subtly anchoring the scene’s spatial context.",
+          "40-60%: The camera progresses further, widening the angle slightly to include more of the glass tower’s height. The curved metallic facade on the left curves inward, creating a sense of enclosure. The green lawn fills the lower third of the frame, and cloud reflections remain active on both building surfaces. The camera positions the glass-paneled tower more centrally on the right side of the frame, while the curved metallic facade recedes slightly but remains a strong visual element on the left. The circular window is still visible, and the reflective panels shimmer with cloud movements.",
+          "60-80%: The shot now emphasizes the architectural contrast between the curved metallic structure and the vertical glass tower. The camera subtly pans right, aligning both structures within a balanced composition. The green lawn stretches uninterrupted in the foreground, and cloud reflections animate the entire scene, creating a cohesive visual rhythm. The full verticality of the blue-tinted glass tower becomes apparent alongside the sweeping curve of the metallic facade. The reflective metallic panels continue to capture the sky’s changing patterns, and the distant red building reappears slightly as the perspective shifts.",
+          "80-100%: Finally, the camera continues moving forward, holding the dual-structure composition firmly in view. The curved metallic facade occupies the left third, while the glass tower dominates the right. Cloud reflections dance across both surfaces, and the green lawn remains consistently in the foreground. The distant red building is faintly visible in the background, completing the scene’s spatial depth. The video ends mid-motion, preserving the sense of ongoing exploration and architectural harmony."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle, forward-moving shot across a neatly trimmed green lawn. A curved metallic facade with reflective silver panels appears on the left, featuring a circular window near its center. Clouds are reflected on the glossy surface, and a distant red building is faintly visible on the far left. The sky is partly cloudy, casting soft shadows on the grass.",
+          "Part 2/8: Continuing forward, the camera maintains focus on the curved metallic facade while beginning to reveal the edge of a glass-paneled tower on the right. The green lawn remains prominent in the foreground. Reflections of clouds glide across the metallic panels as the camera advances smoothly, enhancing the sense of motion and depth.",
+          "Part 3/8: The camera progresses further, bringing the glass-paneled tower into clearer view. Its blue-tinted glass reflects the sky and surrounding structures. The circular window on the curved facade remains visible, and the reflective metallic panels continue to mirror the moving clouds. The distant red building stays in the background, subtly anchoring the scene’s spatial context.",
+          "Part 4/8: As the camera moves ahead, the angle widens slightly to include more of the glass tower’s height. The curved metallic facade on the left curves inward, creating a sense of enclosure. The green lawn fills the lower third of the frame, and cloud reflections remain active on both building surfaces, reinforcing the dynamic lighting conditions.",
+          "Part 5/8: The camera continues its steady forward motion, now positioning the glass-paneled tower more centrally on the right side of the frame. The curved metallic facade recedes slightly but remains a strong visual element on the left. The circular window is still visible, and the reflective panels shimmer with cloud movements. The distant red building is less prominent but still present.",
+          "Part 6/8: The shot now emphasizes the architectural contrast between the curved metallic structure and the vertical glass tower. The camera subtly pans right, aligning both structures within a balanced composition. The green lawn stretches uninterrupted in the foreground, and cloud reflections animate the entire scene, creating a cohesive visual rhythm.",
+          "Part 7/8: The camera maintains its forward trajectory, now showing the full verticality of the blue-tinted glass tower alongside the sweeping curve of the metallic facade. The reflective metallic panels continue to capture the sky’s changing patterns. The green lawn anchors the bottom of the frame, and the distant red building reappears slightly as the perspective shifts.",
+          "Part 8/8: Finally, the camera continues moving forward, holding the dual-structure composition firmly in view. The curved metallic facade occupies the left third, while the glass tower dominates the right. Cloud reflections dance across both surfaces, and the green lawn remains consistently in the foreground. The video ends mid-motion, preserving the sense of ongoing exploration and architectural harmony."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the circular window still visible on the curved metallic facade when the camera returns to the initial angle?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "d777a575c7165bf529c998cc22a3eb0502fb998e1fcdc788e9a13ba5a19e3819_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the curved metallic facade remain the same object throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718218"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which building is consistently present on the left side of the frame from Segment 1 to Segment 8?",
+          "options": [
+            "A. The red building",
+            "B. The glass-paneled tower",
+            "C. The curved metallic facade",
+            "D. A new structure appears"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718248"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the curvature of the metallic facade change as the camera moves forward?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718257"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What happens to the shape of the glass tower as it becomes more visible?",
+          "options": [
+            "A. It bends into a curve",
+            "B. It remains vertically straight",
+            "C. It appears shorter",
+            "D. It changes color"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718263"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Do cloud reflections on the metallic facade match the sky's movement in real time?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718269"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "How do the reflections on the glass tower behave as the camera advances?",
+          "options": [
+            "A. They become static",
+            "B. They mirror moving clouds",
+            "C. They fade out",
+            "D. They show unrelated scenes"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718274"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera reverse direction at any point during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718279"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What is the nature of the camera's motion throughout the sequence?",
+          "options": [
+            "A. Oscillating back and forth",
+            "B. Forward tracking only",
+            "C. Rotating 360 degrees",
+            "D. Zooming in and out"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718284"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are the reflections on the metallic facade consistent with the visible sky?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718290"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "What does the reflection on the glass tower include?",
+          "options": [
+            "A. Only the sky",
+            "B. The sky and nearby structures",
+            "C. The red building alone",
+            "D. No reflections at all"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718296"
+        },
+        {
+          "question": "Is the circular window still visible on the curved metallic facade when the camera returns to the initial angle?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "12",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the curved metallic facade remain the same object throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718218"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Which building is consistently present on the left side of the frame from Segment 1 to Segment 8?",
+          "options": [
+            "A. The red building",
+            "B. The glass-paneled tower",
+            "C. The curved metallic facade",
+            "D. A new structure appears"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718248"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the curvature of the metallic facade change as the camera moves forward?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718257"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "What happens to the shape of the glass tower as it becomes more visible?",
+          "options": [
+            "A. It bends into a curve",
+            "B. It remains vertically straight",
+            "C. It appears shorter",
+            "D. It changes color"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718263"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Do cloud reflections on the metallic facade match the sky's movement in real time?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718269"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "How do the reflections on the glass tower behave as the camera advances?",
+          "options": [
+            "A. They become static",
+            "B. They mirror moving clouds",
+            "C. They fade out",
+            "D. They show unrelated scenes"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718274"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the camera reverse direction at any point during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718279"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "What is the nature of the camera's motion throughout the sequence?",
+          "options": [
+            "A. Oscillating back and forth",
+            "B. Forward tracking only",
+            "C. Rotating 360 degrees",
+            "D. Zooming in and out"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718284"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Are the reflections on the metallic facade consistent with the visible sky?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718290"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "What does the reflection on the glass tower include?",
+          "options": [
+            "A. Only the sky",
+            "B. The sky and nearby structures",
+            "C. The red building alone",
+            "D. No reflections at all"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:18:23.718296"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the reflection on the curved metallic facade include the partly cloudy sky and moving clouds as described in the prompt?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt explicitly states that 'cloud reflections shimmer across the polished metallic surfaces,' indicating that the sky and clouds must be visible in the reflection, matching the actual environment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615172"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "Which of the following objects should be reflected in the glass-paneled tower's blue-tinted windows according to the prompt?",
+          "options": [
+            "A. The red building and green lawn",
+            "B. The curved metallic facade and partly cloudy sky",
+            "C. The camera operator and tripod",
+            "D. A distant mountain range"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt says the glass tower 'mirrors the sky and surrounding environment,' and the surrounding environment includes the curved metallic facade and the partly cloudy sky. The red building is too distant and not directly adjacent, so it’s less likely to be a primary reflection. The camera operator is not mentioned, nor is a mountain range.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615212"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Is the circular window on the curved metallic facade reflected in the glass tower’s surface when both structures are visible together?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Since the glass tower reflects the surrounding environment and the curved metallic facade with its circular window is adjacent and visible, the reflection should include the window as part of the reflected scene, assuming proper angles and lighting.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615223"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "What should be visible in the reflection of the metallic panels when the camera is at the beginning of Segment 1?",
+          "options": [
+            "A. The green lawn and the red building",
+            "B. The sky with clouds and the distant red building",
+            "C. The glass tower and the camera lens",
+            "D. The ground beneath the camera"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "At the start of Segment 1, the metallic facade is on the left, and the sky above is partly cloudy. The red building is faintly visible in the background. Therefore, the reflection should show the sky and clouds, along with the distant red building if within the field of view of the reflective surface.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615231"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "Does the reflection in the glass tower include the green lawn in the foreground?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt describes the glass tower reflecting 'the sky and surrounding environment.' Since the green lawn is part of the immediate surroundings and occupies the foreground, it should appear in the reflection depending on the angle, especially as the camera moves closer.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615237"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "When the camera returns to a similar position in Segment 7 after having moved forward through earlier segments, does the reflection of the sky remain consistent with prior views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt describes dynamic cloud reflections throughout the video, but since the sky remains partly cloudy and no time jump is indicated, the reflection should maintain continuity—clouds should move naturally but consistently across frames, preserving temporal coherence.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615247"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "In Segment 3, when the glass tower becomes more visible, how should the reflection on its surface compare to that seen in Segment 2?",
+          "options": [
+            "A. It should be identical because the camera hasn’t changed much",
+            "B. It should show more of the sky and less of the lawn due to changing perspective",
+            "C. It should suddenly show raindrops or water stains",
+            "D. It should reflect only the camera and not the environment"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "As the camera advances and reveals more of the glass tower, the viewing angle changes, so the reflection should shift accordingly—showing more sky and possibly less of the lower foreground elements like the lawn, maintaining temporal consistency with movement.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615254"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Does the reflection of the red building in the metallic facade remain visible throughout all segments where the red building is in the background?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The red building is described as 'faintly visible' in multiple segments (e.g., Segments 1, 3, 5, 7), implying it stays in the background. If the metallic facade reflects the surrounding environment, the red building should appear in the reflection whenever it is within the field of view of the reflective surface.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615261"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "If the sky conditions change from partly cloudy to fully overcast between Segment 4 and Segment 8, would the reflections on both buildings still be consistent with the original description?",
+          "options": [
+            "A. Yes, because the prompt specifies partly cloudy skies throughout",
+            "B. No, because the prompt never mentions such a change",
+            "C. Yes, because reflections always adapt automatically",
+            "D. No, because reflections should match real-world lighting"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt consistently describes a partly cloudy sky across all segments. Therefore, any deviation such as full overcast would violate the described environment, making the reflection inconsistent. Thus, reflections must remain aligned with the stated weather condition.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615268"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Are the cloud reflections on the metallic panels continuously updated as the camera moves forward across segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt emphasizes 'shifting light and reflections' and 'dancing across every surface,' indicating that cloud reflections should evolve dynamically over time, updating appropriately as the camera progresses through each segment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615275"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "As the camera pans slightly rightward in Segment 2, do the reflections in the glass tower update to show a wider portion of the sky and the curved facade?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Panning rightward changes the angle of view relative to the glass tower. The reflection should adjust accordingly to include more of the sky and the adjacent curved metallic structure, ensuring viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615282"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "When the camera moves forward and shifts focus from the metallic facade to the glass tower, what should happen to the reflection in the glass tower?",
+          "options": [
+            "A. It should stay fixed regardless of camera motion",
+            "B. It should show more of the sky and less of the grassy foreground",
+            "C. It should reflect the camera itself prominently",
+            "D. It should become blurry and indistinct"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera moves forward and upward toward the glass tower, the angle of incidence changes, causing the reflection to capture more of the overhead sky and less of the low-angle foreground. This aligns with realistic viewpoint-dependent reflection behavior.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615288"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "When the camera reaches Segment 8 and the glass tower dominates the right side, does the reflection in its surface correctly show the curved metallic facade on the left?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "With both buildings in frame and the glass tower facing the curved facade, the reflection should include the metallic structure, especially given the prompt's emphasis on their visual interplay and mutual reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615295"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "How should the reflection of the circular window on the metallic facade change as the camera moves from Segment 1 to Segment 5?",
+          "options": [
+            "A. It should disappear entirely from the reflection",
+            "B. It should grow larger and clearer in the glass tower's reflection",
+            "C. It should remain static in size and position",
+            "D. It should distort into an oval shape due to curvature"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera advances and the glass tower becomes more central, the angle allows for a clearer and more direct reflection of the circular window. Due to proximity and alignment, the reflection should appear larger and more defined, consistent with viewpoint changes.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615301"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "Does the reflection in the glass tower accurately depict the relative positions of the sky, clouds, and nearby buildings based on the camera’s current location?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt specifies that the glass tower mirrors the sky and surrounding environment. As the camera moves, the reflection must update to reflect accurate spatial relationships, meaning the relative positions of reflected objects must align with the real-world layout from the current viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:06:39.615308"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_5ae8bcd02acf6cd0b5f65b03d6adbfc55e48b32175bb430cabf2598a503b7f9b"
+  },
+  {
+    "task_id": "mem_dl3dv_79a83bafedafbc6b5985d320fd21c78cd4d946d1b35fe62d5e4e4d9cf8ce8167",
+    "instance_id": "mem_dl3dv_79a83bafedafbc6b5985d320fd21c78cd4d946d1b35fe62d5e4e4d9cf8ce8167",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_79a83bafedafbc6b5985d320fd21c78cd4d946d1b35fe62d5e4e4d9cf8ce8167.mp4",
+      "total_frames": 369,
+      "fps": 15.0,
+      "duration_sec": 24.6,
+      "reference_image_path": "inference_img/mem_dl3dv_79a83bafedafbc6b5985d320fd21c78cd4d946d1b35fe62d5e4e4d9cf8ce8167_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of a serene lakeside scene, featuring a wooden walkway leading to a hexagonal pavilion with a traditional East Asian-style roof adorned with decorative eaves. The walkway is flanked by tall reeds and calm water on both sides, with lush green trees partially framing the shot. In the background, a distant city skyline with modern high-rise buildings is visible under a clear blue sky. The camera slowly moves forward along the wooden walkway, passing beneath the pavilion’s entrance arch, revealing its intricate roof structure supported by thick wooden pillars. As the camera enters the pavilion, it pans upward to showcase the geometric ceiling beams and ornamental trim, then sweeps across the interior, highlighting several simple metal benches arranged around the perimeter. The wooden railings on both sides of the walkway remain consistently visible throughout. Continuing from inside the pavilion, the camera rotates to capture the panoramic view through the open sides — the city skyline framed by the railings, the shimmering lake surface, and surrounding vegetation. The camera then tilts down to show the clean wooden planks of the floor before panning back toward the entrance, exiting the pavilion while maintaining focus on the symmetry of the walkway and the natural scenery. Finally, the camera pulls back slightly as it reaches the end of the walkway, offering one last sweeping view of the entire structure nestled between nature and urban backdrop, emphasizing the peaceful contrast between the tranquil pavilion and the bustling city beyond."
+        ],
+        "level_2": [
+          "The video begins with a slow forward tracking shot along a wooden walkway that leads to a hexagonal pavilion. Tall reeds and calm water flank both sides of the path, while in the distance, a modern city skyline rises above the treeline under a bright blue sky. The camera approaches the pavilion’s entrance, where decorative eaves and sturdy wooden railings frame the view. As the camera enters, it reveals the pavilion’s roof structure — a layered, geometric design with ornamental trim — and pans across the interior, showing empty metal benches placed along the perimeter. The wooden floorboards are clearly visible, and the railings continue seamlessly from the walkway into the pavilion space.",
+          "Continuing from inside the pavilion, the camera pans upward to emphasize the architectural details of the roof, then rotates horizontally to offer a 360-degree view of the surroundings. Through the open sides of the pavilion, the distant city skyline is clearly visible, framed by the wooden railings and lush greenery. The camera tilts down to highlight the polished wooden flooring and the arrangement of benches, then begins to move backward toward the entrance, capturing the symmetry of the walkway and the reflection of sunlight on the water. The reeds sway gently in the breeze, adding movement to the tranquil scene.",
+          "Finally, the camera exits the pavilion and continues moving backward along the wooden walkway, pulling away from the structure to reveal its full context within the landscape. The hexagonal pavilion remains centered in the frame, surrounded by reeds and water, with the city skyline forming a contrasting backdrop. The wooden railings on both sides of the walkway guide the viewer’s eye toward the horizon. The video ends with a wide, static shot that encapsulates the harmony between natural serenity and urban development, leaving the viewer with a sense of peaceful coexistence."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a wide shot of a wooden walkway extending toward a hexagonal pavilion, flanked by tall reeds and calm water. In the background, a distant city skyline with high-rise buildings is visible under a clear blue sky. The camera begins a slow forward movement along the walkway, passing beneath leafy tree branches on the left, and continues approaching the entrance of the pavilion where decorative eaves and sturdy wooden railings become more prominent.",
+          "20-40%: The camera enters the pavilion, revealing its interior: the roof structure with layered beams and ornamental trim is showcased as the camera tilts upward; wooden support pillars frame the view, and metal benches are visible along the inner perimeter. The wooden floor planks appear smooth and well-maintained. The camera then pans slowly to the right, capturing the arrangement of benches and the open views through the railings, with the distant city skyline framed by wooden railings and surrounding greenery.",
+          "40-60%: Inside the pavilion, the camera continues its circular pan, now facing the opposite side, revealing more of the lake and dense reeds bordering the water. The wooden railings remain consistent in design, and the hexagonal shape is emphasized by the symmetrical layout of benches and pillars. Sunlight filters through the roof structure, casting soft shadows on the floor. The camera then tilts downward to focus on the wooden floor before beginning to move backward toward the entrance.",
+          "60-80%: As the camera retreats from the interior, the benches and railings recede into view, maintaining the perspective of the pavilion’s depth and spatial layout; reeds and water on either side come back into frame. Exiting the pavilion, the camera continues to pull back along the wooden walkway, now viewing the hexagonal roof and decorative eaves from behind, with the city skyline once again becoming the dominant background element. The wooden railings guide the eye back toward the starting point of the walkway.",
+          "80-100%: The video concludes with a final wide shot as the camera stops at the end of the walkway; the entire pavilion is centered in the frame, surrounded by natural elements—reeds, water, and trees—and juxtaposed against the distant city skyline. The scene captures the quiet beauty of the structure nestled between nature and urban life, ending on a note of serene balance, with the wooden railings guiding the viewer’s eye toward the horizon and emphasizing the harmony between tranquility and development."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a wide shot of a wooden walkway extending toward a hexagonal pavilion, flanked by tall reeds and calm water. In the background, a distant city skyline with high-rise buildings is visible under a clear blue sky. The camera begins a slow forward movement along the walkway, passing beneath leafy tree branches on the left.",
+          "Part 2/8: Continuing forward, the camera approaches the entrance of the pavilion. The decorative eaves of the hexagonal roof become more prominent, and the wooden railings on both sides of the walkway are clearly defined. Reeds sway gently beside the water, and the city skyline remains visible through gaps in the foliage.",
+          "Part 3/8: The camera enters the pavilion, revealing its interior. The roof structure — with layered beams and ornamental trim — is showcased as the camera tilts upward. Wooden support pillars frame the view, and metal benches are visible along the inner perimeter. The wooden floor planks appear smooth and well-maintained.",
+          "Part 4/8: Inside the pavilion, the camera pans slowly to the right, capturing the arrangement of benches and the open views through the railings. The distant city skyline is framed by the wooden railings and surrounding greenery. Sunlight filters through the roof structure, casting soft shadows on the floor.",
+          "Part 5/8: The camera continues its circular pan, now facing the opposite side of the pavilion. The view reveals more of the lake and the dense reeds bordering the water. The wooden railings remain consistent in design, and the hexagonal shape of the pavilion is emphasized by the symmetrical layout of the benches and pillars.",
+          "Part 6/8: The camera tilts downward to focus on the wooden floor, then begins to move backward toward the entrance. The benches and railings recede into view as the camera retreats, maintaining the perspective of the pavilion’s depth and spatial layout. The reeds and water on either side come back into frame.",
+          "Part 7/8: Exiting the pavilion, the camera continues to pull back along the wooden walkway. The hexagonal roof and decorative eaves are now seen from behind, with the city skyline once again becoming the dominant background element. The wooden railings guide the eye back toward the starting point of the walkway.",
+          "Part 8/8: The video concludes with a final wide shot as the camera stops at the end of the walkway. The entire pavilion is centered in the frame, surrounded by natural elements and juxtaposed against the distant city skyline. The scene captures the quiet beauty of the structure nestled between nature and urban life, ending on a note of serene balance."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Does the camera return to the exact same viewpoint at the entrance of the wooden walkway as it started?",
+          "answer": "Yes",
+          "type": "multiple_choice",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Path Retracing Memory",
+          "question_id": "c2149033f1026e706a59d8e8f63bec610949d03d322b2fffbab03ba836978455_0_0"
+        },
+        {
+          "question": "Are the benches inside the pavilion still in the same position when the camera exits as they were upon entry?",
+          "answer": "Yes",
+          "type": "multiple_choice",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Path Retracing Memory",
+          "question_id": "c2149033f1026e706a59d8e8f63bec610949d03d322b2fffbab03ba836978455_0_1"
+        },
+        {
+          "question": "Is the city skyline consistently visible through the pavilion’s open sides during both entry and exit?",
+          "answer": "Yes",
+          "type": "multiple_choice",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "c2149033f1026e706a59d8e8f63bec610949d03d322b2fffbab03ba836978455_1_0"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_79a83bafedafbc6b5985d320fd21c78cd4d946d1b35fe62d5e4e4d9cf8ce8167"
+  },
+  {
+    "task_id": "mem_dl3dv_bde60503f811435bd7d0eb9034ea71c30ed56055a881f426fec7b53e07d5bd2b",
+    "instance_id": "mem_dl3dv_bde60503f811435bd7d0eb9034ea71c30ed56055a881f426fec7b53e07d5bd2b",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_bde60503f811435bd7d0eb9034ea71c30ed56055a881f426fec7b53e07d5bd2b.mp4",
+      "total_frames": 382,
+      "fps": 15.0,
+      "duration_sec": 25.47,
+      "reference_image_path": "inference_img/mem_dl3dv_bde60503f811435bd7d0eb9034ea71c30ed56055a881f426fec7b53e07d5bd2b_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a forward-moving shot along a wooden walkway flanked by grassy slopes and scattered fallen leaves, leading toward a set of wide wooden stairs ascending between tree-lined banks. The camera smoothly approaches the base of the stairs, revealing metal railings on both sides and scattered yellow leaves across the treads. As the camera climbs the stairs, it reveals a paved brick area at the top platform, bordered by black metal railings and framed by tall trees. At the center of this platform stands a circular sculpture mounted on a pedestal, visible through the tree trunks. Continuing from the top, the camera pans slightly to show the sculpture more clearly, then turns around to retrace its path down the stairs, passing again the wooden walkway and grassy slopes. The video ends with a final view looking back up the stairs, capturing the full sequence: the tree-lined path, the wooden stairs with fallen leaves, the circular sculpture at the top platform, the paved brick area, and the black metal railings surrounding the viewing space — all under an overcast sky that casts soft, diffused light across the scene."
+        ],
+        "level_2": [
+          "The video begins with a steady forward movement along a wooden walkway flanked by grassy slopes, leading directly toward a broad set of wooden stairs. The stairs are lined with metal railings on both sides and covered in scattered fallen leaves. Trees frame both sides of the path, creating a natural corridor. The camera ascends the stairs slowly, capturing the texture of the wood and the accumulation of leaves on each tread, while the overcast sky provides even, muted lighting.",
+          "Continuing from the top of the stairs, the camera enters a paved brick area enclosed by black metal railings. In the center of this elevated platform stands a circular sculpture mounted on a pedestal, partially obscured by tree trunks. The camera pans slightly to center the sculpture in view, highlighting its metallic surface and abstract form against the backdrop of green foliage and gray sky. Surrounding trees sway gently, and fallen leaves litter the edges of the platform and pathway.",
+          "Finally, the camera reverses direction, descending the wooden stairs once more, passing the same railings and leaf-strewn steps as before. It continues onto the wooden walkway flanked by grassy slopes, offering a backward perspective of the entire ascent. The video concludes with a rear-facing view of the stairs, reinforcing the spatial relationship between the paved pathway leading to stairs, the tree-lined path, the circular sculpture at the top platform, and the black metal railings that define the space — all captured in continuous motion under consistent overcast conditions."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a forward-moving shot along a straight wooden walkway bordered by grassy slopes on both sides. Fallen leaves scatter lightly across the planks. In the distance, a set of wide wooden stairs rises between tree-lined embankments under an overcast sky. The camera advances closer to the base of the wooden stairs, revealing metal railings on both sides. The stairs are constructed of dark brown composite material, with scattered yellow and brown leaves resting on the treads. Tree trunks flank the entrance, framing the ascent.",
+          "20-40%: The camera begins climbing the stairs, moving steadily upward. Each step is visible, with leaves accumulating in corners and along edges. The black metal railings remain prominent on either side, and the overcast sky is visible above through gaps in the canopy. Reaching the top landing, the camera transitions onto a paved brick area surrounded by black metal railings. A circular sculpture mounted on a low pedestal comes into view, centered within the platform and partially framed by tree trunks. The ground is clean but shows signs of seasonal leaf fall.",
+          "40-60%: The camera pans slightly to the right, bringing the circular sculpture fully into focus. Its metallic, ring-like structure contrasts with the surrounding greenery. Behind it, the open landscape stretches into the distance, with trees and a faint horizon visible under the gray sky. The camera then begins to turn around, pivoting to face back down the stairs. The paved brick area remains in view momentarily, with the sculpture now behind the camera. The black metal railings guide the eye downward as the descent begins.",
+          "60-80%: Descending the wooden stairs, the camera retraces its earlier path. Leaves are still visible on the treads, and the metal railings on both sides frame the descent. The tree-lined path below becomes clearer as the camera lowers in elevation. The camera reaches the bottom of the stairs and continues onto the wooden walkway flanked by grassy slopes, maintaining backward motion.",
+          "80-100%: The camera moves backward slightly, offering a final wide-angle view of the entire sequence: the stairs, the circular sculpture atop the platform, the paved brick area, and the black metal railings — all under the same soft, overcast lighting. This concluding perspective reinforces the spatial relationship between the wooden walkway, grassy slopes, leaf-strewn stairs, elevated platform, and central sculpture, captured in continuous motion."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a forward-moving shot along a straight wooden walkway bordered by grassy slopes on both sides. Fallen leaves scatter lightly across the planks. In the distance, a set of wide wooden stairs rises between tree-lined embankments under an overcast sky.",
+          "Part 2/8: The camera advances closer to the base of the wooden stairs, revealing metal railings on both sides. The stairs are constructed of dark brown composite material, with scattered yellow and brown leaves resting on the treads. Tree trunks flank the entrance, framing the ascent.",
+          "Part 3/8: The camera begins climbing the stairs, moving steadily upward. Each step is visible, with leaves accumulating in corners and along edges. The black metal railings remain prominent on either side, and the overcast sky is visible above through gaps in the canopy.",
+          "Part 4/8: Reaching the top landing, the camera transitions onto a paved brick area surrounded by black metal railings. A circular sculpture mounted on a low pedestal comes into view, centered within the platform and partially framed by tree trunks. The ground is clean but shows signs of seasonal leaf fall.",
+          "Part 5/8: The camera pans slightly to the right, bringing the circular sculpture fully into focus. Its metallic, ring-like structure contrasts with the surrounding greenery. Behind it, the open landscape stretches into the distance, with trees and a faint horizon visible under the gray sky.",
+          "Part 6/8: The camera begins to turn around, pivoting to face back down the stairs. The paved brick area remains in view momentarily, with the sculpture now behind the camera. The black metal railings guide the eye downward as the descent begins.",
+          "Part 7/8: Descending the wooden stairs, the camera retraces its earlier path. Leaves are still visible on the treads, and the metal railings on both sides frame the descent. The tree-lined path below becomes clearer as the camera lowers in elevation.",
+          "Part 8/8: The camera reaches the bottom of the stairs and continues onto the wooden walkway flanked by grassy slopes. It moves backward slightly, offering a final wide-angle view of the entire sequence: the stairs, the circular sculpture atop the platform, the paved brick area, and the black metal railings — all under the same soft, overcast lighting."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Are the fallen leaves still present on the wooden stairs when the camera returns downward?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Path Retracing Memory",
+          "question_id": "a3149af06a70ab8e2d2ab6f73fb5ea734c006fb78354ff74ec30f1deabf72663_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Do the black metal railings appear on both sides of the staircase throughout the video?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "a3149af06a70ab8e2d2ab6f73fb5ea734c006fb78354ff74ec30f1deabf72663_1_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the circular sculpture retain its identity as the same object throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:52.220937"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary material of the circular sculpture described in the prompt?",
+          "options": [
+            "A. Stone",
+            "B. Wood",
+            "C. Metal",
+            "D. Concrete"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:52.220972"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the sculpture's appearance semantically consistent when revealed after partial occlusion?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:52.220984"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "When first seen, how is the sculpture described in terms of visibility?",
+          "options": [
+            "A. Fully visible",
+            "B. Completely hidden",
+            "C. Partially obscured by tree trunks",
+            "D. Reflected in water"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:52.220991"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the camera retrace the same path down the stairs as it went up?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:52.220999"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "During the descent, which feature must remain consistent with the ascent?",
+          "options": [
+            "A. Color of the sky",
+            "B. Position of leaves on steps",
+            "C. Direction of wind",
+            "D. Camera speed"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:52.221005"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Are the grassy slopes and tree-lined banks consistent when the camera returns to them at the end?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:52.221013"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "Which element is part of the background that must be consistently re-entered at the end?",
+          "options": [
+            "A. Circular sculpture",
+            "B. Wooden walkway",
+            "C. Brick platform",
+            "D. Metal railings"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:52.221019"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "When the camera pans to reveal the sculpture, does it maintain consistency with earlier occluded views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:52.221027"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_bde60503f811435bd7d0eb9034ea71c30ed56055a881f426fec7b53e07d5bd2b"
+  },
+  {
+    "task_id": "mem_dl3dv_74fba366266060f0b0b4cde61062cfc2c088a4adb4cc3d8c871995a8c71619ee",
+    "instance_id": "mem_dl3dv_74fba366266060f0b0b4cde61062cfc2c088a4adb4cc3d8c871995a8c71619ee",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_74fba366266060f0b0b4cde61062cfc2c088a4adb4cc3d8c871995a8c71619ee.mp4",
+      "total_frames": 397,
+      "fps": 15.0,
+      "duration_sec": 26.47,
+      "reference_image_path": "inference_img/mem_dl3dv_74fba366266060f0b0b4cde61062cfc2c088a4adb4cc3d8c871995a8c71619ee_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a low-angle shot of a white laundry basket with a floral pattern, perched atop a white metal drying rack in the center of a cozy living room. The basket is overflowing with pillows, including one with bold circular patterns in shades of orange, purple, and beige. The camera slowly rotates clockwise around the basket, revealing a beige leather sofa to the right, draped with a light-colored blanket. In the background, a black TV stand holds a large flat-screen TV displaying the words 'Upper East Side' over an image of a city skyline. The wall behind the TV and extending to the left is decorated with numerous framed pictures of varying sizes and subjects. As the camera continues its orbit, it tilts slightly upward, emphasizing the height of the drying rack and the precarious pile of pillows. The lighting is warm and ambient, coming from a floor lamp near the sofa and natural light filtering through sheer curtains on a window visible in the background. Continuing from the rotation, the camera moves closer to the basket, capturing the texture of the floral fabric and the geometric design of the circular-patterned pillow. The beige sofa remains consistently in frame, anchoring the scene. The TV screen’s content shifts slightly as the camera circles, maintaining visibility of the 'Upper East Side' text. The framed pictures on the wall are clearly visible at multiple angles, showcasing a curated gallery wall. Finally, the camera completes its full 360-degree rotation, returning to a position similar to the start but now from a slightly different elevation, offering a fresh perspective of the entire arrangement: the laundry basket centerpiece, the surrounding furniture, the active TV screen, and the art-filled walls. The motion is smooth and continuous, creating a hypnotic loop that highlights the domestic stillness and the quirky composition of household objects."
+        ],
+        "level_2": [
+          "The video starts with a low-angle view centered on a white laundry basket with a decorative floral pattern, balanced on a white metal drying rack. Inside the basket are several pillows, most notably one with large circular patterns in orange, purple, and beige. The camera begins a slow clockwise rotation. To the right, a beige leather sofa is visible, partially covered by a folded blanket. Behind the basket, a black TV stand supports a large television showing the title 'Upper East Side' over a cityscape. The adjacent wall features a collection of framed pictures arranged in a grid-like fashion. The lighting is soft and warm, enhancing the lived-in feel of the space.",
+          "Continuing from the initial rotation, the camera moves steadily around the laundry basket, now offering a side profile of the beige leather sofa and a clearer view of the TV screen’s content. The circular-patterned pillow becomes more prominent as the camera angle changes. The framed pictures on the wall remain visible throughout, their varied frames and subjects contributing to the room’s personal aesthetic. The camera tilts slightly upward, drawing attention to the height of the drying rack and the stacked pillows. The natural light from the window and the glow of the floor lamp combine to create a balanced illumination across the scene.",
+          "Finally, the camera completes its 360-degree orbit around the laundry basket setup. It returns to a position mirroring the opening shot but from a subtly adjusted angle, providing a refreshed view of the entire living room. The TV still displays 'Upper East Side', the beige sofa retains its blanket, and the wall of framed pictures remains a constant backdrop. The circular-patterned pillow and floral laundry basket continue to dominate the foreground. The movement is fluid and deliberate, emphasizing the spatial relationship between all elements — furniture, decor, and media — while maintaining visual continuity from start to finish."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle shot focused on a white laundry basket adorned with a colorful floral pattern, resting on a white metal drying rack. The basket contains multiple pillows, including one with large, overlapping circular designs in earthy tones (orange, purple, beige). To the right, a beige leather sofa is partially visible, with a light blanket draped over its arm. In the background, a black TV stand supports a television screen displaying the text 'Upper East Side' over a city image. The wall behind the TV is lined with framed pictures of various sizes. The camera begins a slow clockwise rotation, bringing the beige leather sofa more fully into view, revealing its curved shape and plush cushions, while natural light filters in from a window with sheer curtains.",
+          "20-40%: Continuing the rotation, the camera angle shifts to highlight the side of the circular-patterned pillow, emphasizing its vibrant colors and geometric design. The white laundry basket’s floral pattern is now seen from a new perspective. The black TV stand and the displayed text remain visible, though slightly angled. The framed pictures on the wall appear in a diagonal line due to the camera’s motion, adding depth to the scene. The camera tilts slightly upward, bringing the top of the drying rack and the piled pillows into sharper focus. The beige sofa is now seen from behind, with its backrest and armrests framing part of the shot, and ambient lighting from the floor lamp enhances the texture of the sofa and rug.",
+          "40-60%: Midway through the rotation, the camera offers a frontal view of the laundry basket, now centered again but from a slightly elevated angle. The circular-patterned pillow dominates the foreground, its bold design contrasting with the delicate floral pattern of the basket. The beige sofa is visible to the left, and the black TV stand anchors the background. The framed pictures form a vertical array along the wall, each frame distinct yet harmonious. As the rotation progresses, the camera captures the rear of the drying rack and the underside of the laundry basket, revealing its plastic grid structure. The circular-patterned pillow appears from above, its pattern appearing compressed, while the TV screen still displays 'Upper East Side' and the beige sofa is seen from the far side with its cushions and blanket softly lit.",
+          "60-80%: The camera continues its clockwise motion, nearing completion of the 360-degree circle. The white laundry basket reappears from the front, now slightly lower in frame. The circular-patterned pillow remains a focal point, its colors vivid against the neutral tones of the room. The black TV stand and the 'Upper East Side' display are clearly visible, and the beige sofa returns to prominence on the right. The framed pictures on the wall are once again aligned horizontally as the camera approaches its starting orientation. The lighting remains consistent—warm and inviting—and the spatial relationship between furniture, decor, and media is emphasized through the fluid motion.",
+          "80-100%: Finally, the camera completes its full rotation, returning to a position nearly identical to the opening shot but subtly adjusted in height and angle. The white laundry basket with its floral pattern and the circular-patterned pillow are once again central. The beige leather sofa, black TV stand, and wall of framed pictures are all present, maintaining visual continuity. The TV screen still shows 'Upper East Side', and the ambient lighting from the floor lamp and natural light through sheer curtains remains balanced. The smooth, continuous motion creates a seamless loop that encapsulates the entire living room environment, highlighting domestic stillness and the quirky composition of household objects."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle shot focused on a white laundry basket adorned with a colorful floral pattern, resting on a white metal drying rack. The basket contains multiple pillows, including one with large, overlapping circular designs in earthy tones. To the right, a beige leather sofa is partially visible, with a light blanket draped over its arm. In the background, a black TV stand supports a television screen displaying the text 'Upper East Side' over a city image. The wall behind the TV is lined with framed pictures of various sizes.",
+          "Part 2/8: The camera begins a slow clockwise rotation around the laundry basket. The beige leather sofa comes more fully into view, revealing its curved shape and plush cushions. The blanket remains casually placed. The TV screen continues to show 'Upper East Side', and the framed pictures on the wall become more detailed as the camera moves. Natural light filters in from a window with sheer curtains, casting soft shadows across the carpeted floor.",
+          "Part 3/8: Continuing the rotation, the camera angle shifts to highlight the side of the circular-patterned pillow, emphasizing its vibrant colors and geometric design. The white laundry basket’s floral pattern is now seen from a new perspective. The black TV stand and the displayed text remain visible, though slightly angled. The framed pictures on the wall appear in a diagonal line due to the camera’s motion, adding depth to the scene.",
+          "Part 4/8: The camera tilts slightly upward as it rotates, bringing the top of the drying rack and the piled pillows into sharper focus. The beige sofa is now seen from behind, with its backrest and armrests framing part of the shot. The TV screen remains illuminated with 'Upper East Side', and the wall of pictures is now viewed from a lower vantage point, making the upper frames more prominent. The ambient lighting from the floor lamp enhances the texture of the sofa and the rug.",
+          "Part 5/8: Midway through the rotation, the camera offers a frontal view of the laundry basket, now centered again but from a slightly elevated angle. The circular-patterned pillow dominates the foreground, its bold design contrasting with the delicate floral pattern of the basket. The beige sofa is visible to the left, and the black TV stand anchors the background. The framed pictures form a vertical array along the wall, each frame distinct yet harmonious in the overall decor.",
+          "Part 6/8: As the rotation progresses, the camera captures the rear of the drying rack and the underside of the laundry basket, revealing its plastic grid structure. The circular-patterned pillow appears from above, its pattern appearing compressed. The TV screen still displays 'Upper East Side', and the beige sofa is now seen from the far side, with its cushions and blanket softly lit. The framed pictures are viewed from a reverse angle, showcasing their arrangement from a new perspective.",
+          "Part 7/8: The camera continues its clockwise motion, nearing completion of the 360-degree circle. The white laundry basket reappears from the front, now slightly lower in frame. The circular-patterned pillow remains a focal point, its colors vivid against the neutral tones of the room. The black TV stand and the 'Upper East Side' display are clearly visible, and the beige sofa returns to prominence on the right. The framed pictures on the wall are once again aligned horizontally as the camera approaches its starting orientation.",
+          "Part 8/8: Finally, the camera completes its full rotation, returning to a position nearly identical to the opening shot but subtly adjusted in height and angle. The white laundry basket with its floral pattern and the circular-patterned pillow are once again central. The beige leather sofa, black TV stand, and wall of framed pictures are all present, maintaining visual continuity. The lighting remains consistent, warm and inviting, and the TV screen still shows 'Upper East Side'. The smooth, continuous motion creates a seamless loop that encapsulates the entire living room environment."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "When the camera completes its rotation, is the TV still displaying 'Upper East Side' on the screen?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "ccf0cd2eea6bc446f80f1d4b0011e63ccd3abdf6347bdc10c27a8791eaf2b31f_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the white laundry basket with a floral pattern remain visually consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312230"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which object is described as having a bold circular pattern in orange, purple, and beige?",
+          "options": [
+            "A. The blanket",
+            "B. The TV screen",
+            "C. A pillow inside the basket",
+            "D. The drying rack"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312265"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the texture of the floral pattern on the laundry basket described as changing across camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312280"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What aspect of the circular-patterned pillow is emphasized in Segment 3?",
+          "options": [
+            "A. Its size",
+            "B. Its vibrant colors and geometric design",
+            "C. Its material",
+            "D. Its placement"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312288"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Are the framed pictures on the wall consistently positioned across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312296"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "How do the framed pictures appear when viewed from behind in Segment 6?",
+          "options": [
+            "A. Horizontally aligned",
+            "B. Diagonally arranged",
+            "C. Reversed in orientation",
+            "D. In a vertical array"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312303"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation around the laundry basket?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312311"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What happens at the end of the camera's movement?",
+          "options": [
+            "A. It stops abruptly",
+            "B. It returns to a nearly identical starting position",
+            "C. It zooms out",
+            "D. It shifts focus to a new room"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312318"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the TV screen still display 'Upper East Side' when the camera returns to the starting view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312325"
+        },
+        {
+          "question": "When the camera completes its rotation, is the TV still displaying 'Upper East Side' on the screen?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "11",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Does the white laundry basket with a floral pattern remain visually consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312230"
+        },
+        {
+          "question_id": "13",
+          "type": "multiple_choice",
+          "question": "Which object is described as having a bold circular pattern in orange, purple, and beige?",
+          "options": [
+            "A. The blanket",
+            "B. The TV screen",
+            "C. A pillow inside the basket",
+            "D. The drying rack"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312265"
+        },
+        {
+          "question_id": "14",
+          "type": "binary",
+          "question": "Is the texture of the floral pattern on the laundry basket described as changing across camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312280"
+        },
+        {
+          "question_id": "15",
+          "type": "multiple_choice",
+          "question": "What aspect of the circular-patterned pillow is emphasized in Segment 3?",
+          "options": [
+            "A. Its size",
+            "B. Its vibrant colors and geometric design",
+            "C. Its material",
+            "D. Its placement"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312288"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Are the framed pictures on the wall consistently positioned across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312296"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "How do the framed pictures appear when viewed from behind in Segment 6?",
+          "options": [
+            "A. Horizontally aligned",
+            "B. Diagonally arranged",
+            "C. Reversed in orientation",
+            "D. In a vertical array"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312303"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation around the laundry basket?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312311"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "What happens at the end of the camera's movement?",
+          "options": [
+            "A. It stops abruptly",
+            "B. It returns to a nearly identical starting position",
+            "C. It zooms out",
+            "D. It shifts focus to a new room"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312318"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Does the TV screen still display 'Upper East Side' when the camera returns to the starting view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:19:56.312325"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the reflection in any mirror or reflective surface show the same objects as are present in the actual living room environment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt does not mention any mirror, glass, or reflective surface. Therefore, there is no reflection to evaluate for content consistency. This question tests whether the model correctly infers the absence of reflections when none are described.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526816"
+          }
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "If a mirror were placed on the wall opposite the TV stand, what should be visible in its reflection during Segment 2?",
+          "options": [
+            "A. The white laundry basket and drying rack centered in the frame",
+            "B. The beige leather sofa with the blanket draped over it",
+            "C. The framed pictures arranged on the wall behind the TV",
+            "D. The circular-patterned pillow and floral basket from the front"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "In Segment 2, the camera is rotating around the laundry basket, which is the central object. If a mirror were opposite the TV stand, it would reflect the basket and drying rack, which are positioned centrally and facing toward that direction. Thus, the reflection should show the basket and rack as the primary subject.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526853"
+          }
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Would the reflection of the 'Upper East Side' text on the TV screen appear inverted or reversed in a mirror if one were present?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Mirrors reverse left-to-right orientation. Therefore, any text reflected in a mirror would appear reversed. Since the TV displays readable text, its reflection would show the text backward, which is a key aspect of reflection content accuracy.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526863"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "Which object should NOT be visible in the reflection of a mirror placed on the floor beneath the drying rack during Segment 4?",
+          "options": [
+            "A. The circular-patterned pillow",
+            "B. The ceiling light fixture",
+            "C. The black TV stand",
+            "D. The framed pictures on the wall"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "A mirror on the floor would reflect the underside of objects above it. The ceiling light fixture is above the scene and would only be visible if the mirror were angled upward. However, since the mirror is on the floor, it would primarily reflect the top of the drying rack and pillows, not overhead elements like the ceiling light. Thus, the light fixture should not be visible.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526870"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Would the reflection of the window with sheer curtains appear in a mirror placed on the wall adjacent to the sofa?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The window is located in the background and visible from multiple angles. A mirror on the adjacent wall would reflect the window area, including the sheer curtains, assuming the mirror's angle captures that part of the room. This tests whether the model understands spatial relationships and visibility in reflections.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526876"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "If a mirror appears in Segment 3 and again in Segment 7, would the reflection of the TV screen still display 'Upper East Side' in both instances?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt states that the TV screen consistently displays 'Upper East Side' throughout all segments. Therefore, any reflection of the TV in a mirror at different times (e.g., Segment 3 vs. 7) must also show the same content, maintaining temporal consistency unless explicitly changed.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526886"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Suppose a mirror is introduced in Segment 5 and reappears in Segment 8. Which detail about the reflection should remain consistent across both appearances?",
+          "options": [
+            "A. The position of the blanket on the sofa",
+            "B. The lighting intensity from the floor lamp",
+            "C. The text on the TV screen",
+            "D. The camera’s height relative to the mirror"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The TV screen continuously displays 'Upper East Side' without change. Therefore, its reflection in the mirror must remain unchanged across time points, even if other elements like lighting or blanket position vary slightly. This evaluates temporal memory of static visual elements.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526892"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "If a mirror reflects the circular-patterned pillow in Segment 6 and then again in Segment 8, does the reflection show the same pattern orientation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The pillow remains in the basket throughout the video, and its position does not change. Therefore, its reflection in a mirror should maintain the same orientation unless the mirror itself moves. Since no movement of the mirror is described, the reflection should be temporally consistent.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526904"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "When a mirror reflects the gallery wall of framed pictures in Segment 2 and again in Segment 7, how should the arrangement of frames appear?",
+          "options": [
+            "A. In reverse order due to mirror inversion",
+            "B. Exactly the same as in the real wall",
+            "C. Slightly shifted due to camera motion",
+            "D. Partially obscured by the TV stand"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Mirrors invert images left-to-right. So while the physical arrangement of frames remains constant, their reflection will appear reversed. This tests understanding of how mirrors alter spatial relationships over time, even if the real-world setup doesn’t change.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526911"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Would the reflection of the floor lamp’s glow in a mirror change between Segment 1 and Segment 8, assuming no environmental changes?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The lighting is described as consistent throughout the video. Since the floor lamp remains active and in place, its glow in a mirror’s reflection should not change over time unless the mirror or camera angle alters. This checks temporal stability of ambient lighting in reflections.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526919"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "binary",
+          "question": "As the camera rotates around the laundry basket, does the reflection in a mirror update to show the correct side of the sofa based on the camera’s position?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The camera moves around the room, changing perspective on the sofa. A mirror reflecting the scene must dynamically adjust its view accordingly — showing the front, side, or back of the sofa depending on the camera’s location. This ensures viewpoint consistency in the reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526926"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "multiple_choice",
+          "question": "If a mirror is placed on the wall behind the TV stand, what view of the laundry basket should it reflect when the camera is in Segment 4?",
+          "options": [
+            "A. The front of the basket with the floral pattern",
+            "B. The side of the basket with the circular pillow prominent",
+            "C. The top of the basket and drying rack",
+            "D. The back of the basket and plastic grid structure"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "In Segment 4, the camera tilts upward and captures the rear of the drying rack and underside of the basket. A mirror behind the TV stand would face the basket from the opposite direction, thus reflecting the back side — including the plastic grid and lower portion — matching the camera’s current viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526932"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "When the camera returns to a similar position in Segment 8 as in Segment 1, would the reflection in a mirror show the same composition as the original shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt describes a nearly identical return to the starting position. If a mirror were present, it would reflect the same scene: the basket, sofa, TV, and wall art. This tests whether the reflection maintains spatial fidelity upon revisiting a prior viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526939"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "From the camera’s angle in Segment 6, which part of the room would a mirror on the floor reflect?",
+          "options": [
+            "A. The ceiling and upper wall",
+            "B. The underside of the drying rack and basket",
+            "C. The TV screen and wall of pictures",
+            "D. The window and sheer curtains"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Segment 6 shows the camera capturing the rear and underside of the drying rack. A mirror on the floor would reflect the bottom surfaces of these objects, including the plastic grid and the base of the basket. This ensures the reflection matches the camera’s low-angle viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526945"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "If a mirror is mounted on the wall to the left of the TV, would it reflect the circular-patterned pillow more clearly when the camera is in Segment 3 than in Segment 1?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "In Segment 3, the camera has rotated to highlight the side of the circular-patterned pillow. From this angle, the pillow is more directly visible to a mirror on the left wall, increasing its prominence in the reflection compared to Segment 1, where it is partially obscured.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:07:28.526951"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_74fba366266060f0b0b4cde61062cfc2c088a4adb4cc3d8c871995a8c71619ee"
+  },
+  {
+    "task_id": "mem_dl3dv_9f7018c35daf35b3c3c49ba9c99976d06f9dddb0a3093138abcf62f3e7d94b5d",
+    "instance_id": "mem_dl3dv_9f7018c35daf35b3c3c49ba9c99976d06f9dddb0a3093138abcf62f3e7d94b5d",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_9f7018c35daf35b3c3c49ba9c99976d06f9dddb0a3093138abcf62f3e7d94b5d.mp4",
+      "total_frames": 322,
+      "fps": 15.0,
+      "duration_sec": 21.47,
+      "reference_image_path": "inference_img/mem_dl3dv_9f7018c35daf35b3c3c49ba9c99976d06f9dddb0a3093138abcf62f3e7d94b5d_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of an outdoor children’s playground centered around a circular rotating ride. The ride features a red circular base with blue metal railings and two small bicycle-shaped seats — one red, one blue — attached to its perimeter. Atop the ride is a statue of a cartoonish character wearing a hat and holding a wand or stick, positioned at the apex of a wireframe dome structure. The camera slowly circles clockwise around the ride, revealing more of the surrounding environment: lush green trees frame the scene, a pink building is visible in the background on the right, and an arched metal gate stands nearby, partially enclosing the play area. As the camera continues its orbit, benches and additional colorful play structures become visible in the distance, including slides and climbing frames. The ground is paved concrete with a slightly raised circular platform supporting the ride. The lighting is soft daylight under overcast skies. Continuing from the mid-point, the camera completes its rotation, offering alternating views of the pink building, the arched gate, and the statue from different angles, while keeping the red circular base and blue bicycle seats consistently in frame. Finally, as the camera returns to its starting orientation, it subtly zooms out slightly, capturing the full context of the ride within the park — emphasizing the contrast between the bright, whimsical ride and the natural, leafy surroundings, with all mandatory landmarks (pink building, arched metal gate, statue on top of ride, blue bicycle seats, red circular ride base) clearly visible throughout the entire sequence."
+        ],
+        "level_2": [
+          "The video begins with a wide shot of a children’s playground featuring a central rotating ride with a red circular base and blue bicycle-shaped seats. Atop the ride sits a statue of a cartoon character with a hat and wand, enclosed by a wireframe dome. The camera starts panning clockwise, revealing a pink building in the background to the right and an arched metal gate beside it. Trees and other playground equipment are visible beyond the ride’s enclosure. The ground is smooth concrete, and the ride is mounted on a raised circular platform.",
+          "Continuing from the first segment, the camera completes half its circular orbit around the ride. The blue bicycle seats remain prominent as the perspective shifts, showing the ride’s structural supports and the surrounding fencing. The pink building remains visible intermittently through the trees, while the arched gate comes into clearer view as the camera moves. Benches and distant play structures like slides appear in the background. The statue atop the ride stays centered in the upper portion of the frame, maintaining visual continuity.",
+          "Finally, the camera finishes its full 360-degree clockwise sweep around the ride, returning to a near-original angle but slightly pulled back. The red circular base and blue bicycle seats are again clearly framed, with the statue still dominant overhead. The pink building and arched gate reappear in their initial positions relative to the ride. The surrounding trees, benches, and play structures complete the scene, reinforcing the playful yet tranquil atmosphere of the park under overcast daylight. All mandatory landmarks are consistently present and visually anchored throughout this final third."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a wide view of a children’s playground centered on a circular rotating ride with a red base, blue bicycle-shaped seats (one red, one blue), and a statue of a cartoon character wearing a hat and holding a wand atop a wireframe dome. The camera begins a slow clockwise pan; in the background, a pink building and an arched metal gate are partially visible among lush green trees. The ride sits on a raised concrete platform surrounded by paved ground.",
+          "20-40%: Continuing the clockwise pan, the pink building becomes more visible behind the ride, and the arched metal gate comes into clearer view. The red circular base and blue bicycle seats remain prominent, with the statue still centered above. Trees and distant playground equipment—including slides and climbing frames—appear in the background. The camera reveals benches and additional play structures as it moves past the left side of the ride; the pink building is temporarily obscured by foliage, but the gate remains visible on the far right.",
+          "40-60%: Midway through the rotation, the camera shows the rear of the ride, with benches and colorful play structures clearly visible behind it. The blue bicycle seats rotate into view from the opposite side, while the wireframe dome and statue remain fixed as central visual anchors. The pink building reappears briefly through gaps in the trees, and the arched metal gate is fully visible again. The concrete platform and surrounding fencing stay consistently in frame.",
+          "60-80%: As the camera continues its arc past the midpoint, the pink building becomes more prominent directly behind the ride, while the arched gate is partially hidden behind trees. Distant slides and climbing frames come into view again. Nearing completion of the circle, the camera shows the ride from a three-quarter rear angle: the statue atop the dome remains visible, the blue bicycle seats are clearly shown, and the red circular base anchors the composition. The pink building and arched gate reappear to the right, framed by trees.",
+          "80-100%: Finally, the camera completes its clockwise orbit, returning close to the starting viewpoint but slightly zoomed out. The red circular base, blue bicycle seats, and statue are all clearly visible. The pink building and arched metal gate are once again in their original positions relative to the ride. The surrounding trees, benches, and playground elements complete the tranquil, overcast-day scene, with all mandatory landmarks consistently present throughout."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a wide view of a children’s playground. Centered is a circular ride with a red base and blue bicycle-shaped seats. A statue of a cartoon character with a hat and wand sits atop a wireframe dome. In the background, a pink building and an arched metal gate are partially visible among trees. The camera begins a slow clockwise pan.",
+          "Part 2/8: Continuing from the start, the camera pans slightly further right, bringing the pink building more into view behind the ride. The arched metal gate becomes more distinct. The red circular base and blue bicycle seats remain in focus, with the statue still visible above. Concrete pavement surrounds the ride’s elevated platform.",
+          "Part 3/8: The camera continues its clockwise movement, now showing more of the left side of the ride. The blue bicycle seat is prominently featured. Trees and distant playground equipment appear in the background. The pink building is temporarily obscured by foliage, but the arched gate remains visible on the far right.",
+          "Part 4/8: Midway through the rotation, the camera reveals benches and additional play structures behind the ride. The red circular base and blue bicycle seats stay in frame. The statue atop the ride remains fixed as the camera orbits. The pink building reappears briefly through gaps in the trees.",
+          "Part 5/8: The camera moves past the midpoint, now showing the rear of the ride. The arched metal gate is fully visible again, and the pink building appears behind it. The blue bicycle seats rotate into view from the opposite side. The wireframe dome and statue remain constant focal points.",
+          "Part 6/8: As the camera continues its arc, the pink building becomes more prominent again, now seen directly behind the ride. The arched gate is partially hidden behind trees. The red circular base and blue bicycle seats maintain their position in the frame. Distant slides and climbing frames come into view.",
+          "Part 7/8: Nearing completion of the circle, the camera shows the ride from a three-quarter rear angle. The statue atop the dome remains visible. The blue bicycle seats are clearly shown, and the red circular base anchors the composition. The pink building and arched gate are once again visible to the right, framed by trees.",
+          "Part 8/8: Finally, the camera completes its clockwise orbit, returning close to the starting viewpoint but slightly zoomed out. The red circular base, blue bicycle seats, and statue are all clearly visible. The pink building and arched metal gate are once again in their original positions relative to the ride. The surrounding trees and playground elements complete the tranquil, overcast-day scene."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the pink building still visible in the background after the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "c047242bc7e855e9ff00c098da8699259b2b78d5a08b4dc2d957a1cf345e28cc_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the statue of the cartoon character remain visually consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:46.116516"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which object is described as having a hat and wand and must persist in appearance across all segments?",
+          "options": [
+            "A. The red circular base",
+            "B. The blue bicycle seat",
+            "C. The cartoon character statue",
+            "D. The arched metal gate"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:46.116551"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Do the blue bicycle-shaped seats maintain their shape and position relative to the ride's perimeter during rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:46.116564"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What geometric feature must remain stable as the camera circles the ride?",
+          "options": [
+            "A. The color of the sky",
+            "B. The circular base of the ride",
+            "C. The number of trees",
+            "D. The lighting condition"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:46.116572"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the pink building reappear with the same appearance after being hidden behind trees?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:46.116580"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When the pink building is briefly hidden, what must be preserved for accurate recovery?",
+          "options": [
+            "A. Its color and position",
+            "B. Its size and texture",
+            "C. Its distance from the camera",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:46.116586"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation and return to a similar starting view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:46.116594"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What type of camera motion is required to maintain consistency in this video?",
+          "options": [
+            "A. Vertical tilt",
+            "B. Horizontal loop",
+            "C. Zoom-in only",
+            "D. Random panning"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:46.116599"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are the background elements like the pink building and arched gate correctly positioned when the camera returns to the start?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:46.116607"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which background element must re-enter consistently when the camera completes the loop?",
+          "options": [
+            "A. The red circular base",
+            "B. The statue",
+            "C. The pink building",
+            "D. The blue bicycle seat"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:20:46.116614"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_9f7018c35daf35b3c3c49ba9c99976d06f9dddb0a3093138abcf62f3e7d94b5d"
+  },
+  {
+    "task_id": "mem_dl3dv_d9be64a8fb23fe52670920fbd06b6e587b4fa8d15cfa1ace227cbd6c199d76ea",
+    "instance_id": "mem_dl3dv_d9be64a8fb23fe52670920fbd06b6e587b4fa8d15cfa1ace227cbd6c199d76ea",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_d9be64a8fb23fe52670920fbd06b6e587b4fa8d15cfa1ace227cbd6c199d76ea.mp4",
+      "total_frames": 397,
+      "fps": 15.0,
+      "duration_sec": 26.47,
+      "reference_image_path": "inference_img/mem_dl3dv_d9be64a8fb23fe52670920fbd06b6e587b4fa8d15cfa1ace227cbd6c199d76ea_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a low-angle, wide shot of a modern living room centered on a black office chair with a colorful polka-dot fabric cover (purple, orange, beige circles) and a black five-star base with casters. The camera slowly rotates clockwise around the chair, revealing a beige sectional sofa draped with a patterned blanket to the left, and another beige sofa with matching pillows to the right. In the background, a large flat-screen TV on a black stand displays a bright cityscape with tall buildings. Behind the sofa on the right, a tall floor lamp stands near a wall adorned with multiple framed pictures. As the rotation continues, a brown leather office chair appears briefly in the background near a desk setup. The camera then tilts downward, moving beneath the polka-dot chair to reveal its blue pneumatic lift cylinder and the underside of the seat, before panning up slightly to show the mesh backrest and armrests. Finally, the camera pulls back slightly and completes the circle, ending on a frontal view of the polka-dot chair with the TV and cityscape visible behind it, maintaining consistent lighting and carpeted flooring throughout."
+        ],
+        "level_2": [
+          "The video begins with a wide, low-angle rotating shot centered on a black office chair covered in vibrant polka-dot fabric (purple, orange, beige circles), featuring a black five-star base with casters. As the camera moves clockwise, it reveals a beige sectional sofa with a patterned blanket on the left, and another beige sofa with matching pillows on the right. In the background, a large TV on a black stand displays a vivid cityscape. A floor lamp and wall-mounted framed pictures are visible behind the right sofa. The camera continues rotating to briefly capture a brown leather office chair near a desk area before beginning to tilt downward.",
+          "Continuing from the previous segment, the camera tilts down sharply under the polka-dot-covered office chair, offering a close-up view of its blue pneumatic lift cylinder and the black plastic mechanism connecting to the five-star base. The carpeted floor is clearly visible, as are the wheels of the base. The camera pans slightly upward along the chair’s structure, showing the underside of the seat and the mesh backrest material, while the beige sofas and the TV displaying the cityscape remain partially visible in the periphery. The movement is smooth and deliberate, emphasizing the chair’s construction details.",
+          "Finally, the camera pulls back slightly from underneath the chair and resumes its slow clockwise rotation, completing the full circle. The polka-dot office chair remains centered, now viewed from the front again. The TV on the black stand displaying the cityscape is prominent in the background, flanked by the beige sectional sofa with the patterned blanket on the left and the other beige sofa on the right. The brown leather office chair, floor lamp, and wall-mounted framed pictures reappear as the camera passes them. The video ends with a stable, centered shot of the polka-dot chair, capturing the entire living room environment in soft ambient lighting."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle, wide shot focused on a black office chair covered in colorful polka-dot fabric (purple, orange, beige circles), featuring a black five-star base with casters. To the left, a beige sectional sofa with a patterned blanket is visible. The camera begins a slow clockwise rotation, revealing ambient lighting and carpeted flooring. As the rotation progresses, the right side of the room comes into view — a beige sofa with matching polka-dot pillows, a floor lamp, and wall-mounted framed pictures behind it.",
+          "20-40%: Continuing the clockwise rotation, the TV on a black stand becomes clearer, displaying a bright cityscape with skyscrapers. The polka-dot chair remains centered. On the far left, a brown leather office chair near a desk setup becomes briefly visible. The camera maintains focus on the central chair while revealing more of the living room layout, including the beige sofas framing the scene and consistent warm lighting.",
+          "40-60%: The rotation continues, bringing the brown leather office chair more clearly into view beside a small desk. The camera angle lowers slightly, preparing to tilt down. Then, the camera tilts sharply downward beneath the polka-dot chair, focusing on the blue pneumatic lift cylinder, black plastic mechanism connecting to the five-star base, and the casters rolling on the light-colored carpet. The underside of the seat and mesh backrest are briefly visible.",
+          "60-80%: While still positioned beneath the chair, the camera pans upward slightly, highlighting the mesh texture of the backrest and contours of the armrests. The blue pneumatic cylinder remains prominent, and blurred glimpses of the beige sofas and TV screen appear in the background. The camera then begins to pull back and tilt upward, rising from under the chair, with the polka-dot fabric and black frame returning to full view. The slow clockwise rotation resumes, bringing the TV with the cityscape and wall-mounted framed pictures back into the frame.",
+          "80-100%: The camera completes its full rotation, returning to a frontal view of the polka-dot office chair. The TV on the black stand displaying the cityscape is centered behind it. The beige sectional sofa with the patterned blanket is on the left, and the other beige sofa is on the right. The floor lamp and framed pictures are visible in the background. The video ends on this stable, well-composed shot, maintaining consistent lighting and carpeted flooring throughout."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle, wide shot focused on a black office chair covered in colorful polka-dot fabric (purple, orange, beige circles). The chair has a black five-star base with casters. To the left, a beige sectional sofa with a patterned blanket is visible. The camera begins a slow clockwise rotation. The carpeted floor and ambient lighting are clear.",
+          "Part 2/8: Continuing the rotation, the right side of the room comes into view — a beige sofa with matching polka-dot pillows. Behind it, a floor lamp and wall-mounted framed pictures are visible. The camera maintains focus on the polka-dot chair while revealing more of the living room layout, including a TV on a black stand in the background.",
+          "Part 3/8: The camera continues rotating clockwise, bringing the TV into clearer view. It displays a bright cityscape with skyscrapers. The polka-dot chair remains centered. On the far left, a brown leather office chair near a desk becomes briefly visible. The overall lighting remains consistent and warm.",
+          "Part 4/8: The rotation progresses further, showing the brown leather office chair more clearly next to a small desk. The camera angle begins to lower slightly, preparing to tilt down. The beige sofas and patterned blanket remain visible on either side, framing the central polka-dot chair.",
+          "Part 5/8: The camera tilts sharply downward, moving beneath the polka-dot chair. The blue pneumatic lift cylinder and the black plastic base mechanism become the focal point. The five-star base with casters is clearly shown rolling on the light-colored carpet. The underside of the seat and mesh backrest are briefly visible.",
+          "Part 6/8: The camera pans upward slightly while still positioned beneath the chair, highlighting the mesh texture of the backrest and the contours of the armrests. The blue pneumatic cylinder remains prominent. In the blurred background, glimpses of the beige sofas and the TV screen can be seen.",
+          "Part 7/8: The camera begins to pull back and tilt upward, rising from under the chair. The polka-dot fabric and black frame come back into full view. The camera resumes its slow clockwise rotation, bringing the TV displaying the cityscape and the wall-mounted framed pictures back into the frame.",
+          "Part 8/8: The camera completes its full rotation, returning to a frontal view of the polka-dot office chair. The TV on the black stand with the cityscape display is centered behind it. The beige sectional sofa with the patterned blanket is on the left, and the other beige sofa is on the right. The floor lamp and framed pictures are visible in the background. The video ends on this stable, well-composed shot."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the beige sofa with the patterned blanket visible on the left side when the camera returns to its initial orientation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "d3b0e0260e352e1cf163f6b18fd980c17b5939aa0c876b7dca8986eff867f617_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Is the blue pneumatic lift cylinder visible when the camera tilts downward from the chair’s seat?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "d3b0e0260e352e1cf163f6b18fd980c17b5939aa0c876b7dca8986eff867f617_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the polka-dot office chair retain its original color pattern throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:22:44.266240"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the consistency requirement for the polka-dot chair’s identity?",
+          "options": [
+            "A. It should appear differently based on lighting",
+            "B. It must maintain the same fabric pattern and base design",
+            "C. It can change color when viewed from below",
+            "D. It may be replaced by a similar chair"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:22:44.266274"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are the colors of the polka dots described consistently across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:22:44.266286"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "What detail about the chair's texture must be preserved during the camera movement beneath it?",
+          "options": [
+            "A. The mesh backrest texture",
+            "B. The smoothness of the plastic base",
+            "C. The polka-dot pattern on the fabric",
+            "D. The color of the carpet"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:22:44.266295"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Is the TV screen shown displaying the same cityscape throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:22:44.266302"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "Which view requires correct semantic rendering of the chair’s structure?",
+          "options": [
+            "A. Frontal view",
+            "B. Underneath view",
+            "C. Reflection view",
+            "D. Mirror view"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:22:44.266308"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the camera complete a full rotation and return to the initial frontal view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:22:44.266315"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "What must be preserved when the camera completes the loop?",
+          "options": [
+            "A. The position of the desk",
+            "B. The relative positions of sofas and TV",
+            "C. The color of the carpet",
+            "D. The brightness of the light"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:22:44.266321"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Do the sofas and TV reappear in the same positions when the camera returns to the front?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:22:44.266329"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "Which background element must remain consistent when the camera re-enters the scene?",
+          "options": [
+            "A. The polka-dot pillow",
+            "B. The brown leather chair",
+            "C. The cityscape on the TV",
+            "D. The wall-mounted pictures"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:22:44.266335"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_d9be64a8fb23fe52670920fbd06b6e587b4fa8d15cfa1ace227cbd6c199d76ea"
+  },
+  {
+    "task_id": "mem_dl3dv_8879cecf92e13363ba367f06ed1f8ff15152ace4291130f9a4daecd90aace40f",
+    "instance_id": "mem_dl3dv_8879cecf92e13363ba367f06ed1f8ff15152ace4291130f9a4daecd90aace40f",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_8879cecf92e13363ba367f06ed1f8ff15152ace4291130f9a4daecd90aace40f.mp4",
+      "total_frames": 387,
+      "fps": 15.0,
+      "duration_sec": 25.8,
+      "reference_image_path": "inference_img/mem_dl3dv_8879cecf92e13363ba367f06ed1f8ff15152ace4291130f9a4daecd90aace40f_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of a cozy, well-lit living room featuring beige carpeting, a large flat-screen TV displaying a vibrant cityscape on the left wall, and a black ergonomic office chair with a floral-patterned pillow centered in the frame. The chair faces the camera and is positioned between two yellow sofas — one to the left draped with a patterned blanket, and another to the right also covered with a similar blanket. Behind the chair, a maroon office chair is visible near a window with sheer curtains. As the camera begins to rotate clockwise around the black office chair, it reveals more of the room’s layout: a floor lamp beside the right sofa, framed pictures on the walls, and a small side table. The rotation continues, offering views of the TV screen still showing the cityscape, the yellow sofa on the left, and glimpses of an adjacent workspace with shelves and equipment. The camera then tilts down to focus on the black five-star base of the chair resting on the beige carpet, capturing its wheels and structure. It moves upward along the chair’s column, revealing the underside mechanism and then the backrest adorned with the floral pillow. A close-up shot highlights the intricate details of the pillow’s red, yellow, green, and gray floral design. The camera pulls back slightly to show the full chair again, now from a slightly elevated angle, emphasizing the contrast between the black mesh chair and the bright pillow. Continuing from this angle, the camera pans around once more, circling the chair while keeping the yellow sofas, TV with cityscape, and maroon chair consistently in view. Finally, the video ends with a slow zoom-in on the floral pillow as the camera tilts up along the chair’s backrest, lingering on the decorative stitching and fabric texture before fading out."
+        ],
+        "level_2": [
+          "The video starts with a wide-angle shot of a modern living room featuring beige carpeting, a large TV displaying a cityscape on the left, and a central black office chair adorned with a floral pillow. To the left is a yellow sofa with a patterned blanket, and to the right, another yellow sofa similarly draped. In the background, a maroon office chair sits near a window. The camera slowly rotates clockwise around the black chair, revealing the full living room layout including framed wall art, a floor lamp, and a side table. The TV screen remains visible throughout, continuously showing the cityscape.",
+          "Continuing from the previous rotation, the camera completes its circle around the black office chair, now focusing downward to capture the black five-star base resting firmly on the beige carpet. Close-ups detail the wheels and structural components of the base. The camera then travels upward along the chair’s central column, revealing mechanical parts under the seat and the floral pillow on the backrest. A detailed close-up highlights the pillow’s colorful floral pattern — red blossoms, yellow accents, green leaves, and gray swirls — stitched onto white fabric. The camera then pulls back slightly to frame the entire chair against the backdrop of the yellow sofas and cityscape-displaying TV.",
+          "Finally, the camera resumes its circular motion around the black office chair, maintaining consistent framing of the surrounding elements: the yellow sofas with blankets, the maroon chair in the background, and the TV screen still showing the cityscape. The movement is smooth and deliberate, reinforcing the spatial relationship between all objects. The video concludes with a slow zoom-in on the floral pillow as the camera tilts upward along the chair’s backrest, emphasizing the texture and craftsmanship of the pillow before gently fading out."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a wide-angle view of a cozy, well-lit living room centered on a black ergonomic office chair with a floral-patterned pillow. To the left is a large flat-screen TV displaying a vibrant cityscape; to the right, a yellow sofa draped with a patterned blanket. In the background, a maroon office chair sits near a window with sheer curtains. Beige carpet covers the floor. The camera begins a slow clockwise rotation around the black chair, revealing a second yellow sofa on the right (also with a patterned blanket), a floor lamp beside it, and framed pictures on the walls. The TV screen remains visible throughout, continuously showing the cityscape.",
+          "20-40%: As the clockwise rotation continues, the camera captures the full living room layout from new angles—highlighting the maroon chair more prominently and revealing shelves with equipment behind it. The black office chair remains the focal point. The camera then tilts downward to focus on the black five-star base of the chair resting on the beige carpet, capturing close-up details of the wheels and structural components. The surrounding environment—yellow sofas, TV, and maroon chair—remains softly blurred in the background, preserving spatial context.",
+          "40-60%: Moving upward from the base, the camera follows the chair’s central column, revealing the underside mechanical parts and the lower portion of the floral pillow. It then shifts to a close-up of the pillow’s intricate pattern: red flowers, yellow accents, green leaves, and gray swirls stitched onto white fabric, with visible decorative stitching. The background remains consistent with the living room setting. The camera pulls back slightly to frame the entire black office chair with the floral pillow from a slightly elevated angle, with the yellow sofas, TV displaying the cityscape, and maroon chair all visible in their respective positions.",
+          "60-80%: The camera begins another slow clockwise rotation around the black office chair, maintaining smooth motion and visual continuity. Midway through this second rotation, it offers a balanced view of the room—the TV on the left, the yellow sofa with blanket on the right, and the maroon chair in the rear—with the black chair and floral pillow centered. Lighting remains consistent, and the beige carpet provides a neutral foundation. The rotation emphasizes the spatial relationships among all key elements: the two yellow sofas, the maroon chair, the TV with cityscape, and the central black office chair.",
+          "80-100%: Finally, the camera slows its rotation and zooms in toward the floral pillow on the backrest of the black office chair. It tilts upward along the chair’s back, highlighting the texture, craftsmanship, and detailed design of the pillow—including the red, yellow, green, and gray floral motifs and stitching. The yellow sofas, TV with cityscape, and maroon chair fade into soft focus as the video gently fades out, concluding the sequence."
+        ],
+        "level_4": [
+          "The video opens with a wide-angle view of a living room centered on a black office chair with a floral pillow. To the left, a large TV displays a cityscape; to the right, a yellow sofa with a patterned blanket. In the background, a maroon office chair is visible near a window. Beige carpet covers the floor. The camera begins a slow clockwise rotation around the chair, keeping all elements in frame.",
+          "Continuing the clockwise rotation, the camera reveals more of the room’s layout: a second yellow sofa on the right, also covered with a patterned blanket, a floor lamp beside it, and framed pictures on the wall. The TV screen continues to display the cityscape. The black office chair remains the focal point, its position unchanged as the camera circles it.",
+          "As the rotation progresses, the camera captures the full living room layout from a new angle — the maroon chair is now more prominent, and shelves with equipment are visible behind it. The TV screen still shows the cityscape. The camera maintains steady motion around the black office chair, ensuring continuity of scene composition and lighting.",
+          "The camera tilts downward, focusing on the black five-star base of the office chair resting on the beige carpet. Close-up shots highlight the wheels and structural design of the base. The surrounding environment — yellow sofas, TV, and maroon chair — remain softly blurred in the background, preserving spatial context.",
+          "Moving upward from the base, the camera follows the chair’s central column, revealing the underside mechanics and the lower part of the floral pillow. The camera then shifts to a close-up of the pillow’s pattern: red flowers, yellow accents, green leaves, and gray swirls on white fabric, with visible stitching details. The background remains consistent with the living room setting.",
+          "Pulling back slightly, the camera frames the entire black office chair with the floral pillow from a slightly elevated angle. The yellow sofas, TV displaying the cityscape, and maroon chair are all visible in their respective positions. The camera begins another slow clockwise rotation around the chair, maintaining smooth motion and visual continuity.",
+          "Midway through the second rotation, the camera offers a balanced view of the room — the TV on the left, the yellow sofa with blanket on the right, and the maroon chair in the rear. The black office chair with its floral pillow remains centered. The lighting is consistent, and the beige carpet provides a neutral foundation for the scene.",
+          "Finally, the camera slows its rotation and zooms in toward the floral pillow on the backrest of the black office chair. It tilts upward along the chair’s back, highlighting the texture and design of the pillow. The yellow sofas, TV with cityscape, and maroon chair fade into soft focus as the video gently fades out, concluding the sequence."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the black office chair with the floral pillow still centered in the frame after the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "c4ac6c20b97e622f0005a4bf2ed4a0037f4320a74a66d0314773266c5262d4c9_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "After tilting down to the chair base, does the floral pillow reappear at the top of the frame when the camera tilts back up?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "c4ac6c20b97e622f0005a4bf2ed4a0037f4320a74a66d0314773266c5262d4c9_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the black office chair maintain the same identity throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:15.552778"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which object remains consistently present and identifiable in every segment?",
+          "options": [
+            "A. Yellow sofa",
+            "B. Maroon office chair",
+            "C. Black office chair with floral pillow",
+            "D. Floor lamp"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:15.552815"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the floral pattern on the pillow described with consistent details across multiple segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:15.552829"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "What color elements are consistently mentioned in the floral pillow’s design?",
+          "options": [
+            "A. Red, yellow, green, gray",
+            "B. Blue, white, orange, black",
+            "C. Purple, pink, brown, silver",
+            "D. Red, blue, green, yellow"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:15.552836"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree rotation around the chair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:15.552845"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "What happens to the camera path after the first rotation?",
+          "options": [
+            "A. It stops moving",
+            "B. It moves vertically only",
+            "C. It resumes another clockwise rotation",
+            "D. It pans left to right"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:15.552852"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the TV screen consistently display the cityscape throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:15.552860"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "When the camera pulls back after focusing on the chair base, what should be visible in the background?",
+          "options": [
+            "A. Only the chair",
+            "B. The yellow sofas and TV",
+            "C. A kitchen area",
+            "D. A bedroom door"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:15.552866"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_8879cecf92e13363ba367f06ed1f8ff15152ace4291130f9a4daecd90aace40f"
+  },
+  {
+    "task_id": "mem_dl3dv_80ef1075466e1824929cf6b5f8b77acf2a7a0fdae07792f74e8f9905c6e07807",
+    "instance_id": "mem_dl3dv_80ef1075466e1824929cf6b5f8b77acf2a7a0fdae07792f74e8f9905c6e07807",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_80ef1075466e1824929cf6b5f8b77acf2a7a0fdae07792f74e8f9905c6e07807.mp4",
+      "total_frames": 387,
+      "fps": 15.0,
+      "duration_sec": 25.8,
+      "reference_image_path": "inference_img/mem_dl3dv_80ef1075466e1824929cf6b5f8b77acf2a7a0fdae07792f74e8f9905c6e07807_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, low-to-the-ground shot of a cozy, well-lit living room. In the center stands a white metal ironing board with a patterned pillow resting on top — the pillow features large geometric circles in shades of purple, orange, and brown. The camera slowly rotates clockwise around the ironing board, revealing a beige sectional sofa arranged in an L-shape against the walls, adorned with matching patterned throw pillows and a gray-and-white floral blanket draped over one arm. To the left, a large flat-screen TV displays a vibrant cityscape with skyscrapers under a clear blue sky, mounted on a black media console that also holds speakers and decorative items. Behind the TV, a tall window with sheer white curtains lets in natural light. As the camera continues its circular motion, a blue exercise ball is visible near the TV stand, tucked beside a small black side table. On the far wall, a collection of framed pictures — varying in size and subject — are neatly arranged above the sofa. A floor lamp with a warm glow stands near the corner, illuminating part of the sofa. The carpet is plush and light beige, complementing the neutral tones of the room. Continuing from this view, the camera moves closer to the ironing board, tilting upward slightly to emphasize the pillow’s texture and pattern, then pans down along the legs of the ironing board, showing its crisscross metal frame. The camera then sweeps back up and rotates further, capturing the opposite side of the room where another beige armchair with a decorative pillow sits beside a small wooden end table. A red backpack rests on the floor nearby. The camera completes its full 360-degree orbit, returning to the starting position but now zooming in slightly on the ironing board as the final shot, highlighting the pillow’s placement and the subtle shadows cast by the room’s ambient lighting. Finally, the video ends with a slight tilt downward, focusing on the base of the ironing board and the surrounding carpet, leaving the viewer with a sense of spatial harmony and domestic tranquility."
+        ],
+        "level_2": [
+          "The video begins with a wide-angle, low-to-the-ground shot of a cozy living room centered on a white metal ironing board topped with a patterned pillow featuring geometric circles in purple, orange, and brown. The camera rotates clockwise, revealing a beige sectional sofa with matching pillows and a floral blanket. To the left, a large TV displays a cityscape, mounted on a black media console; a blue exercise ball is visible nearby. Framed pictures line the wall above the sofa. The room is warmly lit by natural light through sheer curtains and a standing lamp. The plush beige carpet completes the inviting atmosphere.",
+          "Continuing from the initial rotation, the camera moves closer to the ironing board, tilting upward to highlight the pillow’s texture and pattern, then pans down along the crisscross metal legs. It sweeps back up and rotates further, revealing the opposite side of the room: a beige armchair with a decorative pillow, a small wooden end table, and a red backpack on the floor. The camera maintains smooth, continuous motion, emphasizing spatial relationships between furniture and decor while keeping the ironing board as the central visual anchor.",
+          "Finally, the camera completes its full 360-degree orbit around the ironing board, returning to the starting viewpoint but zooming in slightly to focus on the pillow’s placement and the interplay of light and shadow. The shot subtly tilts downward, ending on the base of the ironing board and the surrounding carpet, reinforcing the room’s harmonious layout and tranquil ambiance. All key landmarks — the blue exercise ball, TV cityscape, ironing board with pillow, framed wall pictures, and beige sectional sofa — are visually anchored throughout the sequence for continuity."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle, wide shot of a living room centered on a white ironing board holding a patterned pillow (purple, orange, brown circles). To the left, a beige sectional sofa with coordinating pillows and a floral blanket is visible. Behind it, a wall displays framed pictures. Natural light filters through sheer curtains near a large TV showing a cityscape. A blue exercise ball sits near the TV stand. The camera begins rotating clockwise around the ironing board, revealing more of the sectional sofa’s L-shape, while maintaining the low angle that emphasizes the plush beige carpet and the ironing board’s metal legs. A floor lamp glows softly in the background.",
+          "20-40%: Continuing the clockwise rotation, the camera passes behind the ironing board, offering a clearer view of the framed picture wall above the sofa; the blue exercise ball is now fully visible beside a black side table, and the TV screen remains bright with the cityscape. The camera then moves past the sofa’s corner, revealing a beige armchair with a decorative pillow and a small wooden end table, with a red backpack resting on the floor nearby. The ironing board’s legs and patterned pillow remain prominent as the camera begins to tilt slightly upward, drawing attention to the pillow’s design.",
+          "40-60%: The camera tilts up further, focusing on the pillow’s texture and pattern, then pans down along the crisscross metal legs of the ironing board. The plush carpet fills the lower frame. The TV and cityscape are still visible in the background, along with the blue exercise ball and framed wall art; lighting remains consistent and warm. The camera sweeps back up and continues its clockwise rotation, now capturing the opposite side of the room where the beige armchair and end table reappear, along with the red backpack. The ironing board remains central, and the movement is smooth, emphasizing spatial continuity.",
+          "60-80%: The camera completes nearly a full 360-degree orbit, returning to the initial viewpoint but now zooming in slightly on the ironing board and pillow; shadows from the room’s lighting accentuate the pillow’s contours. The TV cityscape, blue exercise ball, and framed wall pictures are all visible in the periphery, anchoring the scene. The camera maintains steady motion, keeping the ironing board as the focal point while reinforcing the room’s symmetrical layout and harmonious decor.",
+          "80-100%: Finally, the camera tilts downward, focusing on the base of the ironing board and the surrounding beige carpet. The patterned pillow remains in view at the top of the frame. The video ends with this grounded, intimate shot, reinforcing the room’s calm, cohesive aesthetic and leaving the viewer with a sense of spatial completeness and domestic tranquility."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle, wide shot of a living room centered on a white ironing board holding a patterned pillow (purple, orange, brown circles). To the left, a beige sectional sofa with coordinating pillows and a floral blanket is visible. Behind it, a wall displays framed pictures. Natural light filters through sheer curtains near a large TV showing a cityscape. A blue exercise ball sits near the TV stand.",
+          "Part 2/8: The camera begins rotating clockwise around the ironing board, revealing more of the sectional sofa’s L-shape. The TV remains in view, displaying skyscrapers. The camera angle stays low, emphasizing the plush beige carpet and the ironing board’s metal legs. A floor lamp glows softly in the background, casting warm light on the sofa.",
+          "Part 3/8: Continuing the rotation, the camera passes behind the ironing board, offering a clearer view of the framed picture wall above the sofa. The blue exercise ball is now fully visible beside a black side table. The TV screen remains bright with the cityscape. The camera maintains steady motion, keeping the ironing board centered as the focal point.",
+          "Part 4/8: The camera moves past the sofa’s corner, revealing a beige armchair with a decorative pillow and a small wooden end table. A red backpack rests on the floor nearby. The ironing board’s legs and the patterned pillow remain prominent. The camera begins to tilt slightly upward, drawing attention to the pillow’s design.",
+          "Part 5/8: The camera tilts up further, focusing on the pillow’s texture and pattern, then pans down along the crisscross metal legs of the ironing board. The plush carpet fills the lower frame. The TV and cityscape are still visible in the background, along with the blue exercise ball and framed wall art. Lighting remains consistent and warm.",
+          "Part 6/8: The camera sweeps back up and continues its clockwise rotation, now capturing the opposite side of the room. The beige armchair and end table reappear, along with the red backpack. The ironing board remains central. The camera movement is smooth, maintaining spatial continuity and emphasizing the room’s symmetrical layout.",
+          "Part 7/8: The camera completes nearly a full 360-degree orbit, returning to the initial viewpoint but now zooming in slightly on the ironing board and pillow. Shadows from the room’s lighting accentuate the pillow’s contours. The TV cityscape, blue exercise ball, and framed wall pictures are all visible in the periphery, anchoring the scene.",
+          "Part 8/8: Finally, the camera tilts downward, focusing on the base of the ironing board and the surrounding beige carpet. The patterned pillow remains in view at the top of the frame. The video ends with this grounded, intimate shot, reinforcing the room’s calm, cohesive aesthetic and leaving the viewer with a sense of spatial completeness."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the blue exercise ball still positioned behind the TV stand after the camera completes its circular path?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "c2e0d105e7eacf5b98717e02fd3a3740749a6a6801c0c272c4f35f0f53e9d6f2_0_2",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the ironing board retain its identity as a white metal object with a patterned pillow throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:38.642440"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which object is consistently described across all segments as having geometric circles in purple, orange, and brown?",
+          "options": [
+            "A. The floral blanket",
+            "B. The throw pillows",
+            "C. The patterned pillow on the ironing board",
+            "D. The framed pictures"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:38.642476"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the crisscross metal frame of the ironing board consistently described as stable across different camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:38.642488"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What detail is emphasized in the close-up view of the pillow in part 5/8?",
+          "options": [
+            "A. Its softness",
+            "B. Its texture and pattern",
+            "C. Its size",
+            "D. Its placement"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:38.642497"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree orbit and return to the original viewpoint?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:38.642504"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which camera movement is central to maintaining horizontal loop memory?",
+          "options": [
+            "A. Zooming in",
+            "B. Tilting up",
+            "C. Clockwise rotation",
+            "D. Panning left"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:38.642511"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are background elements like the TV and exercise ball visible again when the camera returns to the starting position?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:23:38.642518"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_80ef1075466e1824929cf6b5f8b77acf2a7a0fdae07792f74e8f9905c6e07807"
+  },
+  {
+    "task_id": "mem_dl3dv_6fef07ffa088f12f4094d0fe714b7a4132ee630e62d9b5663577783d1cb493c8",
+    "instance_id": "mem_dl3dv_6fef07ffa088f12f4094d0fe714b7a4132ee630e62d9b5663577783d1cb493c8",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_6fef07ffa088f12f4094d0fe714b7a4132ee630e62d9b5663577783d1cb493c8.mp4",
+      "total_frames": 380,
+      "fps": 15.0,
+      "duration_sec": 25.33,
+      "reference_image_path": "inference_img/mem_dl3dv_6fef07ffa088f12f4094d0fe714b7a4132ee630e62d9b5663577783d1cb493c8_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of a bronze lion statue resting majestically on a circular mulch base, surrounded by a lush green lawn and low-lying shrubs. Behind the statue, a large leafy tree provides partial shade, its branches swaying gently in the breeze. In the background, a red brick building with white trim lines the left side of the frame, while further in the distance, a modern multi-story building with glass windows and concrete panels rises above the treeline. A paved walkway curves along the edge of the grassy area, leading toward the buildings. The camera slowly pans clockwise around the lion statue, revealing its detailed mane with individually sculpted strands, muscular body, and long tail curling upward at the tip. As the camera moves, the perspective shifts to show the statue from multiple angles — front, side, rear, and three-quarter views — highlighting the texture of the bronze surface and the naturalistic posture of the lion lying down with one paw extended. The grassy mound beneath the mulch base slopes gently into the surrounding lawn. Continuing from the rear view, the camera circles back toward the front, capturing the lion’s serene facial expression and the interplay of light and shadow across its form. Finally, the video ends with a close-up of the lion’s head, emphasizing the intricate details of its mane and eyes, as the background elements — the tree, brick building, modern structure, and paved path — remain consistently visible throughout the entire sequence, maintaining spatial continuity and environmental context."
+        ],
+        "level_2": [
+          "The video begins with a full view of a bronze lion statue lying on a mulch-covered circular base, nestled within a well-maintained green lawn bordered by shrubs. Behind the statue stands a large tree with dense foliage, partially shading the sculpture. To the left, a red brick building with white horizontal accents is visible, while in the far background, a modern multi-story building with glass facades can be seen. A paved walkway runs parallel to the lawn, curving gently away from the camera. The camera initiates a slow clockwise pan, starting from the lion’s right flank, revealing its powerful hindquarters and long, curved tail. The mulch base sits atop a slight grassy mound, blending naturally into the surrounding turf. The lion’s detailed mane flows over its shoulders and chest, with each strand meticulously rendered in bronze. The lighting is soft and diffused, suggesting an overcast day or late afternoon sun.",
+          "Continuing from the rear view of the lion statue, the camera completes its clockwise arc, now focusing on the lion’s left flank and then its front. The detailed mane cascades over the lion’s neck and chest, catching subtle highlights. The camera zooms slightly closer, allowing viewers to appreciate the texture of the bronze and the lifelike musculature of the lion’s limbs. The grassy mound beneath the mulch base remains visible, sloping gently into the surrounding lawn. In the background, the tree continues to provide shade, while the red brick building and modern multi-story structure remain fixed in their positions, anchoring the scene. The paved walkway becomes more prominent as the camera angle shifts, showing its clean lines and integration with the landscape. The lion’s face comes into clearer view, revealing calm, watchful eyes and a composed expression, enhancing the statue’s regal presence.",
+          "Finally, the camera completes its full 360-degree orbit around the lion statue, returning to a frontal view that emphasizes the lion’s majestic head and detailed mane. The camera lingers here, slowly zooming in for a close-up of the lion’s face, capturing the fine sculptural work in its eyes, nose, and whisker pads. The background elements — the tree behind the statue, the red brick building to the left, the distant modern building, and the paved walkway — remain consistently visible, reinforcing the setting’s coherence. The grassy mound and mulch base are still clearly defined beneath the statue, grounding it in its landscaped environment. The overall atmosphere is tranquil and contemplative, with no movement other than the steady, smooth camera motion encircling the lion. The video concludes with this intimate portrait of the lion’s face, leaving the viewer with a lasting impression of its noble and serene demeanor."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a medium shot of a bronze lion statue lying on a mulch base, positioned on a grassy mound. The lion faces right, its tail curled upward. Behind it, a large tree with green leaves provides partial shade. To the left, a red brick building with white trim is visible. The surrounding lawn is vibrant green, edged with low shrubs. A paved walkway curves along the background. The camera begins a slow clockwise pan, revealing the lion’s muscular hindquarters and textured mane. As the camera continues its clockwise movement, the lion’s right flank comes into full view. The detailed mane flows over its shoulder, with individual strands clearly sculpted. The mulch base is circular and contrasts with the green lawn. The grassy mound slopes gently downward. In the distance, the modern multi-story building appears between trees. The paved walkway remains visible along the edge of the frame. The lighting is even, casting soft shadows across the statue and ground.",
+          "20-40%: The camera now captures the rear of the lion statue, emphasizing its powerful haunches and the curve of its tail. The tree behind the statue fills more of the upper frame, its leaves rustling slightly. The red brick building remains on the left, while the modern building is more centered in the background. The paved walkway curves out of view temporarily. The mulch base is fully visible from this angle, showing its neat edges against the grassy mound. Moving to the lion’s left flank, the camera reveals the sculpted musculature of its torso and foreleg. The detailed mane drapes over its chest, catching ambient light. The grassy mound beneath the mulch base slopes gently into the surrounding lawn. The tree’s branches frame the top of the shot. The red brick building is now partially obscured by foliage, while the modern building remains visible in the distance. The paved walkway reappears along the right edge of the frame. The camera maintains a steady pace, preserving the serene mood.",
+          "40-60%: The camera now focuses on the lion’s front-left quarter, bringing its face partially into view. The detailed mane frames its head, with strands flowing downward. The lion’s eyes appear calm and watchful. The mulch base and grassy mound remain consistent in composition. The tree behind the statue still provides shade, while the red brick building and modern structure anchor the background. The paved walkway runs parallel to the lawn. The camera begins a slight zoom-in, preparing for a closer look at the lion’s features. Continuing the clockwise pan, the camera centers on the lion’s face, now fully visible from the front-left angle. The detailed mane surrounds its head, with each strand meticulously rendered. The lion’s expression is serene, with softly modeled eyes and nose. The grassy mound and mulch base are clearly defined beneath the statue. The tree, brick building, and modern structure remain in their respective positions. The paved walkway is visible along the right side. The camera maintains its steady movement, enhancing the sense of reverence for the sculpture.",
+          "60-80%: The camera now moves to a direct frontal view of the lion statue, capturing its full majesty. The detailed mane frames its face symmetrically, and its paws rest calmly on the mulch base. The grassy mound slopes gently outward, blending into the green lawn. The tree behind the statue provides a natural backdrop, while the red brick building and modern multi-story structure remain visible in the background. The paved walkway curves along the edge of the scene. The lighting remains soft and even, highlighting the bronze texture without harsh shadows. The camera continues its smooth, deliberate rotation, completing most of the 360-degree orbit around the lion statue, returning toward a frontal perspective that emphasizes the lion’s majestic head and detailed mane.",
+          "80-100%: Finally, the camera completes its orbit with a close-up of the lion’s face, emphasizing the intricate sculptural details — the furrows of its brow, the curve of its nose, and the depth of its eyes. The mane flows around its head, creating a halo effect. The tree, brick building, modern structure, and paved walkway remain visible in the periphery, maintaining environmental consistency. The grassy mound and mulch base are subtly present beneath the statue. The video ends with this intimate portrait, leaving a lasting impression of the lion’s noble and tranquil presence."
+        ],
+        "level_4": [
+          "The video opens with a medium shot of a bronze lion statue lying on a mulch base, positioned on a grassy mound. The lion faces right, its tail curled upward. Behind it, a large tree with green leaves provides partial shade. To the left, a red brick building with white trim is visible. The surrounding lawn is vibrant green, edged with low shrubs. A paved walkway curves along the background. The camera begins a slow clockwise pan, revealing the lion’s muscular hindquarters and textured mane.",
+          "As the camera continues its clockwise movement, the lion’s right flank comes into full view. The detailed mane flows over its shoulder, with individual strands clearly sculpted. The mulch base is circular and contrasts with the green lawn. The grassy mound slopes gently downward. In the distance, the modern multi-story building appears between trees. The paved walkway remains visible along the edge of the frame. The lighting is even, casting soft shadows across the statue and ground.",
+          "The camera now captures the rear of the lion statue, emphasizing its powerful haunches and the curve of its tail. The tree behind the statue fills more of the upper frame, its leaves rustling slightly. The red brick building remains on the left, while the modern building is more centered in the background. The paved walkway curves out of view temporarily. The mulch base is fully visible from this angle, showing its neat edges against the grassy mound. The camera maintains a steady pace, preserving the serene mood.",
+          "Moving to the lion’s left flank, the camera reveals the sculpted musculature of its torso and foreleg. The detailed mane drapes over its chest, catching ambient light. The grassy mound beneath the mulch base slopes gently into the surrounding lawn. The tree’s branches frame the top of the shot. The red brick building is now partially obscured by foliage, while the modern building remains visible in the distance. The paved walkway reappears along the right edge of the frame. The camera continues its smooth, deliberate rotation.",
+          "The camera now focuses on the lion’s front-left quarter, bringing its face partially into view. The detailed mane frames its head, with strands flowing downward. The lion’s eyes appear calm and watchful. The mulch base and grassy mound remain consistent in composition. The tree behind the statue still provides shade, while the red brick building and modern structure anchor the background. The paved walkway runs parallel to the lawn. The camera begins a slight zoom-in, preparing for a closer look at the lion’s features.",
+          "Continuing the clockwise pan, the camera centers on the lion’s face, now fully visible from the front-left angle. The detailed mane surrounds its head, with each strand meticulously rendered. The lion’s expression is serene, with softly modeled eyes and nose. The grassy mound and mulch base are clearly defined beneath the statue. The tree, brick building, and modern structure remain in their respective positions. The paved walkway is visible along the right side. The camera maintains its steady movement, enhancing the sense of reverence for the sculpture.",
+          "The camera now moves to a direct frontal view of the lion statue, capturing its full majesty. The detailed mane frames its face symmetrically, and its paws rest calmly on the mulch base. The grassy mound slopes gently outward, blending into the green lawn. The tree behind the statue provides a natural backdrop, while the red brick building and modern multi-story structure remain visible in the background. The paved walkway curves along the edge of the scene. The lighting remains soft and even, highlighting the bronze texture without harsh shadows.",
+          "Finally, the camera completes its orbit with a close-up of the lion’s face, emphasizing the intricate sculptural details — the furrows of its brow, the curve of its nose, and the depth of its eyes. The mane flows around its head, creating a halo effect. The tree, brick building, modern structure, and paved walkway remain visible in the periphery, maintaining environmental consistency. The grassy mound and mulch base are subtly present beneath the statue. The video ends with this intimate portrait, leaving a lasting impression of the lion’s noble and tranquil presence."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the red brick building visible behind the lion statue when the camera returns to its starting position?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "e47aede6b65b2ff9898be60650aa3d3e110c2311f36df209ed8cb5ae5265feea_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Is the paved walkway visible adjacent to the grassy area during the camera’s movement?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "e47aede6b65b2ff9898be60650aa3d3e110c2311f36df209ed8cb5ae5265feea_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the lion statue maintain the same identity throughout the entire 360-degree pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:25:22.296162"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the lion's identity during the camera rotation?",
+          "options": [
+            "A. It changes from a lion to a tiger",
+            "B. It remains consistently a bronze lion",
+            "C. It transforms into a mythical creature",
+            "D. It disappears and reappears"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:25:22.296196"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the lion’s tail remain curled upward throughout the pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:25:22.296208"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "What happens to the lion’s posture as the camera rotates?",
+          "options": [
+            "A. It stands up",
+            "B. It shifts position",
+            "C. It remains lying down with one paw extended",
+            "D. It rolls over"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:25:22.296214"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Are the individual strands of the lion’s mane consistently visible in all views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:25:22.296222"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "How is the bronze texture described in the prompt?",
+          "options": [
+            "A. Smooth and uniform",
+            "B. Meticulously rendered with naturalistic detail",
+            "C. Shiny and reflective",
+            "D. Dull and worn"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:25:22.296228"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree orbit around the lion?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:25:22.296235"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "What type of camera movement is described in the video?",
+          "options": [
+            "A. Vertical tilt",
+            "B. Linear dolly",
+            "C. Horizontal 360-degree pan",
+            "D. Zoom-only motion"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:25:22.296242"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Do the background buildings and tree remain in fixed positions as the camera pans?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:25:22.296249"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the front view, which background elements should be visible?",
+          "options": [
+            "A. Only the tree",
+            "B. The tree, brick building, and modern structure",
+            "C. The sky only",
+            "D. No background elements"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:25:22.296254"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_6fef07ffa088f12f4094d0fe714b7a4132ee630e62d9b5663577783d1cb493c8"
+  },
+  {
+    "task_id": "mem_dl3dv_2f210d115b5875bd6a921b30137d08f30ef7b8f844b2d82e63ed23171ce9d3bd",
+    "instance_id": "mem_dl3dv_2f210d115b5875bd6a921b30137d08f30ef7b8f844b2d82e63ed23171ce9d3bd",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_2f210d115b5875bd6a921b30137d08f30ef7b8f844b2d82e63ed23171ce9d3bd.mp4",
+      "total_frames": 324,
+      "fps": 15.0,
+      "duration_sec": 21.6,
+      "reference_image_path": "inference_img/mem_dl3dv_2f210d115b5875bd6a921b30137d08f30ef7b8f844b2d82e63ed23171ce9d3bd_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide, slow panning shot moving left to right across an empty airport baggage claim area. The scene is dominated by a long, curved metallic baggage carousel with a polished stainless steel exterior and a black rubber conveyor belt that remains stationary throughout. At the far left end of the carousel, a black curtain hangs vertically at the entrance where luggage would emerge, partially obscuring the dark interior behind it. The surrounding walls are covered in large beige square tiles arranged in a grid pattern, extending from floor to ceiling. The ceiling features recessed circular lighting fixtures evenly spaced along its length, casting soft, even illumination. As the camera pans right, a blue directional sign becomes visible on the far right wall, mounted high above the carousel. The floor is made of light-colored speckled terrazzo tiles, reflecting ambient light. The camera continues its smooth arc around the carousel’s curve, revealing more of the beige tiled wall and the full length of the metallic structure. In the background, glimpses of glass partitions and distant doors can be seen, but no people or luggage are present. The environment feels sterile, quiet, and modern. Finally, the camera completes its sweep back toward the left, returning to frame the black curtain at the carousel entrance, bringing the shot full circle while maintaining consistent framing and lighting throughout."
+        ],
+        "level_2": [
+          "The video begins with a slow left-to-right pan across an empty airport baggage claim area. The focus is on a long, curved metallic baggage carousel with a polished stainless steel surface and a black conveyor belt. On the far left, a black curtain hangs at the carousel’s entrance, partially concealing the dark interior. The walls are clad in beige square tiles, and recessed ceiling lights illuminate the space evenly. The camera movement reveals the curvature of the carousel and the reflective terrazzo floor.",
+          "Continuing from the previous segment, the camera pans further right, showcasing the full length of the metallic baggage carousel. The beige tiled wall continues uninterrupted along the back, and the polished metal reflects the overhead lighting. A blue directional sign appears on the far right wall, positioned above the carousel. No luggage or people are visible; the space remains pristine and unoccupied. The camera maintains a steady, smooth motion as it captures the architectural details and spatial layout.",
+          "Finally, the camera begins to arc back toward the left, completing its panoramic sweep. It passes the blue sign again and gradually returns to the starting point, re-framing the black curtain at the carousel entrance. The metallic surface of the carousel gleams under the consistent lighting, and the beige tiled walls remain prominent. The terrazzo floor reflects the surroundings subtly. The video ends with the camera positioned similarly to the opening shot, creating a seamless loop-like visual narrative without any interruptions or changes in environment."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a slow left-to-right pan across an empty airport baggage claim area. The metallic baggage carousel dominates the foreground, featuring a polished stainless steel exterior and a black rubber conveyor belt. On the far left, a black curtain hangs at the carousel entrance, partially obscuring the dark interior behind it. Beige tiled walls extend into the background under recessed ceiling lights. The camera moves slightly right, revealing more of the curved metallic baggage carousel while the black curtain remains visible on the left edge of the frame. The terrazzo floor reflects ambient light, and the motion is smooth and steady.",
+          "20-40%: Continuing the pan, the camera shows the midsection of the metallic baggage carousel; the black curtain is no longer in view. The beige tiled wall stretches across the entire background, and the polished metal surface reflects the overhead lighting. The environment remains devoid of people or luggage, enhancing the sense of emptiness and sterility. As the pan progresses, the right side of the carousel comes into full view, with the beige tiled wall continuing uninterrupted and the terrazzo floor visible below. The camera motion remains fluid and deliberate.",
+          "40-60%: The camera reaches the far right end of the carousel, where a blue directional sign becomes visible on the wall above. The metallic surface gleams under the lighting, and the beige tiled wall extends beyond the sign. The camera begins to slowly curve back toward the left, initiating the return sweep. Continuing the arc back to the left, the camera now shows the rear portion of the carousel from a slightly different angle. The blue sign remains in view for a moment before exiting the frame. The beige tiled wall and polished metal continue to dominate the scene, with no changes in lighting or occupancy.",
+          "60-80%: The camera pans further left, returning to the central section of the metallic baggage carousel. The curved structure is fully visible, and the beige tiled wall forms a continuous backdrop. The terrazzo floor reflects the surroundings subtly. The smooth, looping motion reinforces the quiet, empty atmosphere of the space. The camera continues its arc, passing the blue sign again (now re-entering briefly) and gradually approaching the left side of the carousel, bringing the curvature back into prominence.",
+          "80-100%: Finally, the camera completes its arc, returning to the initial framing that includes the black curtain at the carousel entrance on the far left. The metallic baggage carousel, beige tiled wall, and ambient lighting remain consistent. The video ends with a stable, symmetrical composition mirroring the opening shot, closing the visual loop. The terrazzo floor reflects the surroundings subtly, and the environment remains pristine, unoccupied, and sterile throughout."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a slow left-to-right pan across an empty airport baggage claim area. The metallic baggage carousel dominates the foreground, featuring a polished stainless steel exterior and a black rubber conveyor belt. On the far left, a black curtain hangs at the carousel entrance, partially obscuring the dark interior behind it. Beige tiled walls extend into the background under recessed ceiling lights.",
+          "Part 2/8: Continuing the pan, the camera moves slightly right, revealing more of the curved metallic baggage carousel. The black curtain remains visible on the left edge of the frame. The beige tiled wall continues along the back, and the terrazzo floor reflects ambient light. The camera maintains a smooth, steady motion, emphasizing the clean, modern architecture.",
+          "Part 3/8: The camera continues its rightward pan, now showing the midsection of the metallic baggage carousel. The black curtain is no longer in view. The beige tiled wall stretches across the entire background, and the polished metal surface reflects the overhead lighting. The environment remains devoid of people or luggage, enhancing the sense of emptiness and sterility.",
+          "Part 4/8: As the pan progresses, the right side of the metallic baggage carousel comes into full view. The beige tiled wall continues uninterrupted, and the terrazzo floor remains visible below. The camera motion is fluid and deliberate, capturing the sleek design of the carousel and the uniformity of the tiled surfaces.",
+          "Part 5/8: The camera reaches the far right end of the carousel, where a blue directional sign becomes visible on the wall above. The metallic surface gleams under the lighting, and the beige tiled wall extends beyond the sign. The camera begins to slowly curve back toward the left, initiating the return sweep.",
+          "Part 6/8: Continuing the arc back to the left, the camera now shows the rear portion of the carousel from a slightly different angle. The blue sign remains in view for a moment before exiting the frame. The beige tiled wall and polished metal continue to dominate the scene, with no changes in lighting or occupancy.",
+          "Part 7/8: The camera pans further left, returning to the central section of the metallic baggage carousel. The curved structure is fully visible, and the beige tiled wall forms a continuous backdrop. The terrazzo floor reflects the surroundings subtly. The smooth, looping motion reinforces the quiet, empty atmosphere of the space.",
+          "Part 8/8: Finally, the camera completes its arc, returning to the initial framing that includes the black curtain at the carousel entrance on the far left. The metallic baggage carousel, beige tiled wall, and ambient lighting remain consistent. The video ends with a stable, symmetrical composition mirroring the opening shot, closing the visual loop."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the black curtain at the carousel entrance visible again when the camera returns to its starting position?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "d879067ebd0332b54128141bbde382c34b2db942a8d4216a1ccfd8806a93a2c3_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the camera return to the exact same framing as the opening shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756855"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "What is the primary challenge in maintaining consistency during the horizontal loop?",
+          "options": [
+            "A. Ensuring the blue sign remains visible throughout",
+            "B. Matching the initial and final framing exactly",
+            "C. Changing the lighting dynamically",
+            "D. Introducing new objects"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756889"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the camera move back along the same path it took initially?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756902"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "Which element must reappear in the same location when the camera returns?",
+          "options": [
+            "A. The blue directional sign",
+            "B. The black curtain",
+            "C. The glass partitions",
+            "D. The luggage on the carousel"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756909"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the background appear unchanged when the camera returns to previously seen areas?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756916"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "What must remain consistent when the camera re-enters the central section of the carousel?",
+          "options": [
+            "A. The color of the conveyor belt",
+            "B. The presence of people",
+            "C. The lighting on the metallic surface",
+            "D. The motion of the carousel"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756922"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is the black curtain visible again when the camera returns to the left?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756929"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What aspect of the black curtain must be preserved when it reappears?",
+          "options": [
+            "A. Its color and texture",
+            "B. Its movement",
+            "C. Its reflection",
+            "D. Its size relative to the carousel"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756936"
+        },
+        {
+          "question": "Is the black curtain at the carousel entrance visible again when the camera returns to its starting position?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "10",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the camera return to the exact same framing as the opening shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756855"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "What is the primary challenge in maintaining consistency during the horizontal loop?",
+          "options": [
+            "A. Ensuring the blue sign remains visible throughout",
+            "B. Matching the initial and final framing exactly",
+            "C. Changing the lighting dynamically",
+            "D. Introducing new objects"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756889"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the camera move back along the same path it took initially?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756902"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Which element must reappear in the same location when the camera returns?",
+          "options": [
+            "A. The blue directional sign",
+            "B. The black curtain",
+            "C. The glass partitions",
+            "D. The luggage on the carousel"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756909"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the background appear unchanged when the camera returns to previously seen areas?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756916"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "What must remain consistent when the camera re-enters the central section of the carousel?",
+          "options": [
+            "A. The color of the conveyor belt",
+            "B. The presence of people",
+            "C. The lighting on the metallic surface",
+            "D. The motion of the carousel"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756922"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Is the black curtain visible again when the camera returns to the left?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756929"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "What aspect of the black curtain must be preserved when it reappears?",
+          "options": [
+            "A. Its color and texture",
+            "B. Its movement",
+            "C. Its reflection",
+            "D. Its size relative to the carousel"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:20.756936"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the polished stainless steel surface of the baggage carousel reflect the beige tiled walls and recessed ceiling lights as visible in the environment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt describes the carousel as having a 'polished stainless steel exterior' that 'gleams under the lighting' and reflects overhead illumination. Since the surrounding environment includes beige tiled walls and recessed lights, these should be accurately reflected on the metallic surface.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124687"
+          }
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "When the camera is positioned to view the midsection of the carousel, what should be visible in the reflection of the metallic surface?",
+          "options": [
+            "A. The black curtain at the entrance",
+            "B. The blue directional sign on the far right wall",
+            "C. The beige tiled wall and ceiling lights",
+            "D. The glass partitions in the distant background"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "At the midsection, the black curtain is no longer in frame (Segment 3), and the blue sign is not yet visible (appears in Segment 5). The dominant background elements are the beige tiled wall and ceiling lights, which would be reflected in the polished metal surface.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124735"
+          }
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Is the reflection of the terrazzo floor visible in the metallic surface of the carousel?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt states that the terrazzo floor 'reflects ambient light,' and the carousel has a polished stainless steel surface. Given their reflective properties, it's reasonable to expect that the floor’s texture and light reflections would appear in the mirror-like surface of the carousel.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124745"
+          }
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which object should NOT appear in the reflection of the carousel when the camera is focused on the far right end?",
+          "options": [
+            "A. The blue directional sign",
+            "B. The black curtain",
+            "C. The beige tiled wall",
+            "D. The recessed ceiling lights"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The black curtain is located on the far left and is out of frame during the rightmost portion of the pan (Segment 5). Therefore, it cannot be reflected in the carousel’s surface from that viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124752"
+          }
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the reflection in the carousel's surface show the correct orientation of objects relative to their real-world positions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "As a polished metallic surface acting like a mirror, the reflection should invert the image horizontally but maintain correct spatial relationships. The prompt implies consistent lighting and geometry, so reflections should align with expected mirror physics.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124768"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "binary",
+          "question": "When the camera returns to the initial framing in Segment 8, does the reflection in the carousel match what was seen in Segment 1?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The video ends by returning to the original composition with the black curtain visible again and consistent lighting. Since no environmental changes occur, the reflection should remain temporally consistent with the opening shot.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124778"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "multiple_choice",
+          "question": "In Segment 6, when the camera arcs back toward the left, does the reflection in the carousel update to reflect the changing angle or remain static?",
+          "options": [
+            "A. The reflection remains unchanged",
+            "B. The reflection updates to show more of the left side of the space",
+            "C. The reflection shows the blue sign even though it's exiting the frame",
+            "D. The reflection disappears entirely"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "As the camera moves left, the viewing angle changes, so the reflection in the curved metallic surface must dynamically adjust to show the new field of view. This ensures temporal consistency in how reflections evolve over time.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124785"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "If the blue directional sign appears in the reflection during Segment 5, does it disappear from the reflection when the camera moves past it in Segment 6?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The sign exits the frame in Segment 6, so it should no longer be visible in the reflection. Temporal consistency requires that reflections change in sync with the actual environment as the camera moves.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124791"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "How should the reflection of the ceiling lights behave between Segment 2 and Segment 7?",
+          "options": [
+            "A. It should become dimmer due to changing angles",
+            "B. It should remain constant because lighting is uniform",
+            "C. It should shift position based on camera movement",
+            "D. It should disappear completely"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The camera moves around the carousel, altering the angle of incidence for light reflections. As such, the position and intensity of reflected ceiling lights should shift accordingly, maintaining temporal accuracy.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124797"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Does the reflection of the black curtain reappear in the same way when the camera returns to the starting position in Segment 8?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Since the scene is described as looping back to the original framing and lighting conditions, the reflection should reappear identically to how it did in Segment 1, ensuring temporal memory consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124803"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "binary",
+          "question": "As the camera pans right from Segment 1 to Segment 4, does the reflection in the carousel show progressively more of the right-side environment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "With the camera moving right, the angle of view changes, and the curved reflective surface should capture increasingly more of the right-hand side of the room, including the blue sign eventually.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124810"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "multiple_choice",
+          "question": "When the camera reaches the far right end of the carousel in Segment 5, which part of the environment should be most visible in the reflection?",
+          "options": [
+            "A. The black curtain",
+            "B. The left side of the carousel",
+            "C. The blue directional sign and nearby wall",
+            "D. The distant glass partitions"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "At this point, the camera is facing the far right, and the blue sign is visible. Due to the curvature of the carousel, the reflection should prominently feature the sign and adjacent wall section, matching the current viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124817"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "binary",
+          "question": "When the camera arcs back toward the left in Segment 7, does the reflection show the leftward-moving environment correctly?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The arc motion means the camera captures different parts of the room. The reflection must adapt to show the evolving field of view, particularly revealing more of the central and left portions of the space.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124823"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "multiple_choice",
+          "question": "Which reflection behavior best indicates correct viewpoint consistency during the return sweep?",
+          "options": [
+            "A. The reflection stays fixed regardless of camera movement",
+            "B. The reflection shows the same objects as in the forward pan",
+            "C. The reflection updates to show objects approaching from the left",
+            "D. The reflection becomes blurry and indistinct"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "During the return sweep, the camera is moving left, so the reflection should dynamically update to include objects now entering the frame from the left side, demonstrating accurate viewpoint-based rendering.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124829"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "When the camera returns to the original position in Segment 8, does the reflection match exactly what was seen in Segment 1?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt specifies that the final shot mirrors the opening one in framing and lighting. Therefore, the reflection in the carousel must also be identical, confirming viewpoint consistency upon loop closure.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:35.124835"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_2f210d115b5875bd6a921b30137d08f30ef7b8f844b2d82e63ed23171ce9d3bd"
+  },
+  {
+    "task_id": "mem_dl3dv_5a47c078618098f3299850ad1bbc4f361fc4e6897cc525cf9afac6dc5bc7b4a8",
+    "instance_id": "mem_dl3dv_5a47c078618098f3299850ad1bbc4f361fc4e6897cc525cf9afac6dc5bc7b4a8",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_5a47c078618098f3299850ad1bbc4f361fc4e6897cc525cf9afac6dc5bc7b4a8.mp4",
+      "total_frames": 314,
+      "fps": 15.0,
+      "duration_sec": 20.93,
+      "reference_image_path": "inference_img/mem_dl3dv_5a47c078618098f3299850ad1bbc4f361fc4e6897cc525cf9afac6dc5bc7b4a8_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of a serene park scene under bright daylight, featuring a stone picnic table surrounded by tree stump seats nestled among lush greenery. Willow trees with cascading branches frame the area, casting dappled shadows on the ground. A purple-painted path winds through the background, curving gently to the left and right, bordered by grassy banks and scattered trees. In the distance, several park benches are visible along the path, some occupied by people relaxing. The camera slowly pans clockwise around the stone picnic table, revealing more of the surrounding landscape including additional willow trees, the purple path extending into the distance, and the gentle slope of the terrain. As the pan continues, the camera tilts slightly upward to capture the canopy of leaves and the clear blue sky peeking through. The movement is smooth and deliberate, emphasizing the tranquility of the setting. Continuing from this motion, the camera completes its arc, returning to face the picnic table from a slightly different angle, now highlighting the contrast between the rustic stone furniture and the vibrant purple path nearby. Finally, the camera subtly zooms out to encompass the entire arrangement — stone table, stump seats, willow trees, distant park benches, and the winding purple path — before holding steady for the last moment, capturing the full harmony of the natural and man-made elements in this peaceful outdoor space."
+        ],
+        "level_2": [
+          "The video starts with a wide shot of a tranquil park setting under sunny skies. A stone picnic table is centered among several tree stump seats, surrounded by willow trees with long, drooping branches. To the left and right, a vivid purple-painted path curves gently through the scene, flanked by grassy areas and scattered trees. In the background, distant park benches are faintly visible along the path. The camera begins a slow clockwise pan, gradually revealing more of the environment while keeping the picnic table and stump seats as the focal point. The lighting is bright and natural, casting soft shadows across the ground.",
+          "Continuing from the initial pan, the camera moves further around the stone picnic table, now showing the backside of the setup with more willow trees and the purple path extending deeper into the park. The distant park benches become more distinct as the camera angle shifts, revealing people seated and walking along the path. The terrain slopes gently upward behind the picnic area, dotted with shrubs and young trees. Sunlight filters through the leaves, creating dynamic patterns of light and shadow. The camera maintains a smooth, continuous motion, enhancing the calm atmosphere of the scene.",
+          "Finally, the camera completes its circular sweep, returning to a frontal view of the stone picnic table and stump seats, now framed differently with the purple path visible on both sides. The willow trees sway gently in a light breeze, their branches brushing against each other. The distant park benches remain in view, reinforcing the sense of depth and scale. The camera subtly pulls back to include the full context — the table, stumps, trees, path, and benches — all harmoniously arranged under the clear blue sky. The video ends with a still, composed shot that encapsulates the peaceful beauty of the park setting."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a wide, sunlit view of a park featuring a stone picnic table surrounded by tree stump seats. Willow trees with long, hanging branches encircle the area. A purple-painted path curves to the left in the background, with distant park benches visible along its edge. Shadows from the trees dapple the ground beneath the table. The camera begins a slow clockwise pan, shifting focus slightly to reveal more of the purple path as it bends to the right. The stone picnic table remains central, but the perspective now includes more of the grassy bank and additional willow trees to the right. Distant park benches are still visible, now appearing slightly closer due to the camera’s movement.",
+          "20-40%: Continuing the pan, the camera reveals the rear side of the picnic table setup. The purple path now stretches farther into the background, winding past a gentle slope covered in grass and small shrubs. More willow trees come into view, their branches swaying lightly. The distant park benches are partially obscured by foliage but still discernible. As the pan progresses, the camera tilts slightly upward, bringing the canopy of willow leaves and the blue sky into greater prominence. The stone picnic table and stump seats are now viewed from a higher angle, emphasizing their placement within the natural setting. The purple path continues to wind through the background, and the distant park benches remain visible at the far end of the curve.",
+          "40-60%: The camera continues its clockwise motion, now capturing the right flank of the picnic area. The purple path curves sharply to the right, leading toward a cluster of trees. The stone table and stump seats are seen from a side angle, with sunlight glinting off the stone surface. The distant park benches are now more clearly visible, with one person sitting on a bench. The camera continues its arc, now showing the picnic table from a three-quarter rear view. The purple path is prominent on the right side of the frame, leading toward a small hill. Willow trees dominate the upper portion of the shot, with their branches creating a natural archway. The distant park benches are still visible, though partially hidden by intervening trees.",
+          "60-80%: The camera nears the completion of its circular pan, now facing the picnic table from a front-left angle. The purple path is visible on both sides of the frame, framing the scene symmetrically. The tree stump seats and stone table are fully illuminated by sunlight. The distant park benches appear smaller but still present, adding depth to the composition. The willow trees sway gently in a light breeze, their branches brushing against each other. The terrain slopes gently upward behind the picnic area, dotted with shrubs and young trees. Sunlight filters through the leaves, creating dynamic patterns of light and shadow. The camera maintains a smooth, continuous motion, enhancing the calm atmosphere of the scene.",
+          "80-100%: Finally, the camera holds steady on a wide, balanced shot of the entire picnic area — stone table, stump seats, willow trees, and the purple-painted path curving gracefully on either side. The distant park benches are visible in the background, completing the tranquil park scene. The lighting remains bright and natural, with shadows gently shifting as the video concludes. The camera subtly zooms out to encompass the full arrangement — stone table, stump seats, willow trees, distant park benches, and the winding purple path — before holding steady for the last moment, capturing the full harmony of the natural and man-made elements in this peaceful outdoor space."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a wide, sunlit view of a park featuring a stone picnic table surrounded by tree stump seats. Willow trees with long, hanging branches encircle the area. A purple-painted path curves to the left in the background, with distant park benches visible along its edge. Shadows from the trees dapple the ground beneath the table.",
+          "Part 2/8: The camera begins a slow clockwise pan, shifting focus slightly to reveal more of the purple path as it bends to the right. The stone picnic table remains central, but the perspective now includes more of the grassy bank and additional willow trees to the right. Distant park benches are still visible, now appearing slightly closer due to the camera’s movement.",
+          "Part 3/8: Continuing the pan, the camera reveals the rear side of the picnic table setup. The purple path now stretches farther into the background, winding past a gentle slope covered in grass and small shrubs. More willow trees come into view, their branches swaying lightly. The distant park benches are partially obscured by foliage but still discernible.",
+          "Part 4/8: The camera continues its clockwise motion, now capturing the right flank of the picnic area. The purple path curves sharply to the right, leading toward a cluster of trees. The stone table and stump seats are seen from a side angle, with sunlight glinting off the stone surface. The distant park benches are now more clearly visible, with one person sitting on a bench.",
+          "Part 5/8: As the pan progresses, the camera tilts slightly upward, bringing the canopy of willow leaves and the blue sky into greater prominence. The stone picnic table and stump seats are now viewed from a higher angle, emphasizing their placement within the natural setting. The purple path continues to wind through the background, and the distant park benches remain visible at the far end of the curve.",
+          "Part 6/8: The camera continues its arc, now showing the picnic table from a three-quarter rear view. The purple path is prominent on the right side of the frame, leading toward a small hill. Willow trees dominate the upper portion of the shot, with their branches creating a natural archway. The distant park benches are still visible, though partially hidden by intervening trees.",
+          "Part 7/8: The camera nears the completion of its circular pan, now facing the picnic table from a front-left angle. The purple path is visible on both sides of the frame, framing the scene symmetrically. The tree stump seats and stone table are fully illuminated by sunlight. The distant park benches appear smaller but still present, adding depth to the composition.",
+          "Part 8/8: Finally, the camera holds steady on a wide, balanced shot of the entire picnic area — stone table, stump seats, willow trees, and the purple-painted path curving gracefully on either side. The distant park benches are visible in the background, completing the tranquil park scene. The lighting remains bright and natural, with shadows gently shifting as the video concludes."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the stone picnic table still centered in the frame when the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "983e2f92b3810444651f4e5a5225c080fb581161facee3a212e79da3e084ba83_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the stone picnic table remain visually consistent across all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:40.948808"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which object is consistently present throughout all segments and must retain its identity?",
+          "options": [
+            "A. The purple path",
+            "B. A person on the bench",
+            "C. The stone picnic table",
+            "D. A red umbrella"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:40.948842"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the stone picnic table maintain its geometric shape during the camera pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:40.948854"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What aspect of the picnic table must remain unchanged during the pan?",
+          "options": [
+            "A. Its color",
+            "B. Its shape and proportions",
+            "C. Its location in space",
+            "D. Its material texture"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:40.948861"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Is the purple path depicted with plausible curvature and continuity across all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:40.948868"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which element must appear logically placed in relation to the others from any viewpoint?",
+          "options": [
+            "A. The sky",
+            "B. The distant park benches",
+            "C. The camera's movement",
+            "D. The lighting"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:40.948874"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera complete a full circular pan and return to a view similar to the start?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:40.948881"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What kind of camera motion is required to ensure horizontal loop memory?",
+          "options": [
+            "A. Zoom only",
+            "B. Vertical tilt",
+            "C. Full 360-degree pan",
+            "D. Jump cut"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:40.948887"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are the distant park benches visible again in the final segment after being partially obscured earlier?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:40.948894"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which background element must reappear consistently when the camera returns to a similar angle?",
+          "options": [
+            "A. The sun",
+            "B. The purple path",
+            "C. The wind",
+            "D. The camera’s speed"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:40.948900"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_5a47c078618098f3299850ad1bbc4f361fc4e6897cc525cf9afac6dc5bc7b4a8"
+  },
+  {
+    "task_id": "mem_dl3dv_74bf8aa3d43161b484c5df51374713dff593fc97e801e0de253ef6319be5d75b",
+    "instance_id": "mem_dl3dv_74bf8aa3d43161b484c5df51374713dff593fc97e801e0de253ef6319be5d75b",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_74bf8aa3d43161b484c5df51374713dff593fc97e801e0de253ef6319be5d75b.mp4",
+      "total_frames": 304,
+      "fps": 15.0,
+      "duration_sec": 20.27,
+      "reference_image_path": "inference_img/mem_dl3dv_74bf8aa3d43161b484c5df51374713dff593fc97e801e0de253ef6319be5d75b_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of an outdoor park-like setting under an overcast sky, featuring two dark bronze ox sculptures resting side by side on a weathered concrete pedestal with visible rust stains along its edges. The camera slowly circles clockwise around the sculpture, revealing a red and white striped pole adorned with hanging spherical lanterns positioned to the left of the frame. Behind the sculpture runs a smooth asphalt road bordered by sparse grass and young trees with thin trunks and green foliage. As the camera continues its circular motion, it reveals more of the surrounding environment: additional trees in the background, patches of dry grass and gravel near the base, and distant structures partially obscured by vegetation. The oxen are depicted lying down, heads raised, horns curving upward, tails extending behind them — one slightly overlapping the other. The camera movement is smooth and steady, maintaining consistent distance from the sculpture while gradually shifting perspective to show all sides. Continuing from the mid-point, the camera completes its arc, returning to a frontal view that mirrors the opening shot but from a slightly altered angle, emphasizing the symmetry of the sculpture against the natural backdrop. Finally, the video ends with a gentle pull-back as the full scene — including the red and white pole, the sculpture, the road, and the encircling trees — comes into balanced composition, reinforcing the tranquil, slightly rustic ambiance of the location."
+        ],
+        "level_2": [
+          "The video starts with a medium-wide shot of two bronze ox sculptures lying side by side on a concrete pedestal with rust stains, set in a grassy, tree-lined area. To the left stands a red and white striped pole decorated with hanging lanterns. Behind the sculpture stretches an asphalt road, flanked by young trees and patches of grass. The camera begins a slow, clockwise orbit around the sculpture, capturing the texture of the bronze, the posture of the oxen (heads up, horns curved), and the surrounding natural elements under diffuse daylight.",
+          "Continuing from the first segment, the camera has moved halfway around the sculpture, now showing its right flank and rear. The red and white pole is no longer in frame, replaced by more trees and open space behind the sculpture. The asphalt road remains visible in the background, curving slightly out of view. The camera maintains steady motion, revealing details like the tail positioning and the slight overlap of the two oxen. The grassy terrain around the pedestal shows signs of wear, with exposed soil and scattered leaves. The overcast sky casts soft, even lighting across the scene.",
+          "Finally, the camera completes its circular path, returning to a frontal view similar to the start but from a subtly different angle. The red and white striped pole reappears on the left, framing the sculpture once again. The asphalt road and surrounding trees form a consistent backdrop. The camera gently pulls back, offering a wider perspective that balances all key elements: the ox sculptures, the pedestal, the pole with lanterns, the road, and the natural surroundings. The video ends with this composed, tranquil scene, emphasizing harmony between art and nature."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a static wide shot of two bronze ox sculptures lying side by side on a concrete pedestal with rust streaks. A red and white striped pole with hanging lanterns stands to the left. Behind the sculpture, an asphalt road runs horizontally, bordered by grass and scattered trees under an overcast sky. The camera begins a slow clockwise pan, moving slightly closer to the sculpture; the front-facing oxen are clearly visible — heads raised, horns curving upward, tails extended — while the red and white pole remains prominent on the left and the road and trees stay in view.",
+          "20-40%: Continuing the clockwise movement, the camera shifts to show the left side of the sculpture, with the red and white pole now partially cut off at the edge of the frame. The texture of the bronze and rust on the pedestal become more detailed. The asphalt road curves gently into the distance, flanked by leafy trees. The camera then reaches the rear-left angle of the sculpture, where the red and white pole is no longer visible; focus shifts to the backs and tails of the oxen, with the road still visible behind, and grass, gravel, and more trees filling the background for depth.",
+          "40-60%: Midway through the orbit, the camera captures the rear-right side of the sculpture, emphasizing the tails and hindquarters of the oxen; the asphalt road remains in the background but becomes less dominant as trees and shrubs fill the frame, with occasional glimpses of distant structures through foliage. The camera then moves to the right flank of the sculpture, showing the profile of the oxen from the side; the rust-stained concrete pedestal is fully visible from this angle, and the road is still present in the background, though surrounding trees and grassy areas take precedence in composition.",
+          "60-80%: Approaching the final quarter of the circle, the camera reveals the front-right angle of the sculpture; the red and white striped pole begins to reappear on the far left edge of the frame. The soft, even lighting highlights the contours of the bronze oxen and the texture of the pedestal. As the camera continues its arc, it transitions toward the frontal view, with the pole becoming increasingly visible again and the road and trees forming a consistent backdrop.",
+          "80-100%: The camera completes its circular motion, returning to a frontal view similar to the opening shot but slightly adjusted. The red and white pole with lanterns is fully back in frame on the left; the asphalt road and surrounding trees create a balanced backdrop. The video ends with a gentle zoom-out, encompassing all key elements — the ox sculptures, the pedestal, the pole with lanterns, the road, and the natural surroundings — in a serene, composed final shot that reinforces the tranquil, rustic ambiance."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a static wide shot of two bronze ox sculptures lying side by side on a concrete pedestal with rust streaks. A red and white striped pole with hanging lanterns stands to the left. Behind the sculpture, an asphalt road runs horizontally, bordered by grass and scattered trees under an overcast sky.",
+          "Part 2/8: The camera begins a slow clockwise pan, moving slightly closer to the sculpture. The front-facing oxen are clearly visible — heads raised, horns curving upward, tails extended. The red and white pole remains prominent on the left, while the asphalt road and trees in the background stay in view.",
+          "Part 3/8: Continuing the clockwise movement, the camera shifts to show the left side of the sculpture. The red and white pole is now partially cut off at the edge of the frame. The texture of the bronze and the rust on the pedestal become more detailed. The asphalt road curves gently into the distance, flanked by leafy trees.",
+          "Part 4/8: The camera reaches the rear-left angle of the sculpture. The red and white pole is no longer visible. The focus is now on the backs and tails of the oxen, with the asphalt road still visible behind. Grass and gravel surround the pedestal, and more trees fill the background, creating depth.",
+          "Part 5/8: Midway through the orbit, the camera captures the rear-right side of the sculpture. The tails and hindquarters of the oxen are emphasized. The asphalt road remains in the background, though less dominant. Trees and shrubs dominate the frame, with occasional glimpses of distant structures through the foliage.",
+          "Part 6/8: The camera moves to the right flank of the sculpture, now showing the profile of the oxen from the side. The rust-stained concrete pedestal is fully visible from this angle. The asphalt road is still present in the background, but the surrounding trees and grassy areas take precedence in the composition.",
+          "Part 7/8: Approaching the final quarter of the circle, the camera reveals the front-right angle of the sculpture. The red and white striped pole begins to reappear on the far left edge of the frame. The lighting remains soft and even, highlighting the contours of the bronze oxen and the texture of the pedestal.",
+          "Part 8/8: The camera completes its circular motion, returning to a frontal view similar to the opening shot but slightly adjusted. The red and white pole with lanterns is fully back in frame on the left. The asphalt road and surrounding trees create a balanced backdrop. The video ends with a gentle zoom-out, encompassing all mandatory landmarks in a serene, composed final shot."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the red and white striped pole with lanterns visible again after the camera completes its pan around the oxen?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "a220f2e66f53a5158a2c34d4c31dabfc5c882b32b6c7433f3c352ba7a66c1440_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Do the two bronze ox sculptures remain visible and unchanged in identity throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596484"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "What is the correct posture of the oxen throughout the video?",
+          "options": [
+            "A. Standing with heads lowered",
+            "B. Lying down with heads raised",
+            "C. Walking slowly",
+            "D. Facing away from each other"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596510"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the relative positioning of the two oxen (one slightly overlapping the other) remain consistent during the camera rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596518"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "Which feature of the oxen's geometry is emphasized in multiple segments?",
+          "options": [
+            "A. Their eyes",
+            "B. Curved horns",
+            "C. Hooves",
+            "D. Color variation"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596523"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the red and white striped pole reappear with the same appearance after being out of frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596528"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When does the red and white striped pole first disappear from view?",
+          "options": [
+            "A. Segment 1",
+            "B. Segment 3",
+            "C. Segment 4",
+            "D. Segment 5"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596532"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera complete a full horizontal loop and return to a view resembling the opening shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596537"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What happens to the camera’s position at the end of the video?",
+          "options": [
+            "A. It zooms in sharply",
+            "B. It pulls back gently",
+            "C. It tilts upward",
+            "D. It stops abruptly"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596541"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is the background consistent when the camera returns to the frontal view at the end?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596547"
+        },
+        {
+          "question": "Is the red and white striped pole with lanterns visible again after the camera completes its pan around the oxen?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "11",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Do the two bronze ox sculptures remain visible and unchanged in identity throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596484"
+        },
+        {
+          "question_id": "13",
+          "type": "multiple_choice",
+          "question": "What is the correct posture of the oxen throughout the video?",
+          "options": [
+            "A. Standing with heads lowered",
+            "B. Lying down with heads raised",
+            "C. Walking slowly",
+            "D. Facing away from each other"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596510"
+        },
+        {
+          "question_id": "14",
+          "type": "binary",
+          "question": "Does the relative positioning of the two oxen (one slightly overlapping the other) remain consistent during the camera rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596518"
+        },
+        {
+          "question_id": "15",
+          "type": "multiple_choice",
+          "question": "Which feature of the oxen's geometry is emphasized in multiple segments?",
+          "options": [
+            "A. Their eyes",
+            "B. Curved horns",
+            "C. Hooves",
+            "D. Color variation"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596523"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Does the red and white striped pole reappear with the same appearance after being out of frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596528"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "When does the red and white striped pole first disappear from view?",
+          "options": [
+            "A. Segment 1",
+            "B. Segment 3",
+            "C. Segment 4",
+            "D. Segment 5"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596532"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Does the camera complete a full horizontal loop and return to a view resembling the opening shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596537"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "What happens to the camera’s position at the end of the video?",
+          "options": [
+            "A. It zooms in sharply",
+            "B. It pulls back gently",
+            "C. It tilts upward",
+            "D. It stops abruptly"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596541"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Is the background consistent when the camera returns to the frontal view at the end?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:26:54.596547"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "When the camera is at the rear-left angle of the sculpture, does the reflection in a nearby water surface (if present) show the asphalt road and trees behind the sculpture?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "From the prompt, the rear-left view includes the asphalt road and surrounding trees in the background. If a reflective surface exists, it should mirror these elements accurately.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047568"
+          }
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "If a glass panel reflects the scene during Segment 3 (left side of the sculpture), which objects should appear in the reflection?",
+          "options": [
+            "A. The red and white striped pole and the front of the oxen",
+            "B. The back of the oxen and the asphalt road",
+            "C. The right flank of the oxen and the trees behind",
+            "D. The full frontal view of the sculpture and the lanterns"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Segment 3 shows the left side of the sculpture with the red and white pole still partially visible on the left edge. A reflection from this angle would logically include the pole and the front-facing parts of the oxen, as they are in the line of sight.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047611"
+          }
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does a mirror placed in front of the sculpture during Segment 1 reflect both oxen lying side by side with their heads raised and horns curved upward?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt describes the oxen's posture clearly in Segment 1 — heads up, horns curved — so a mirror reflecting them would show this exact configuration.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047633"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "In Segment 7, when the camera approaches the front-right angle and the red and white pole begins to reappear, what should be reflected in a mirror positioned directly opposite the sculpture?",
+          "options": [
+            "A. Only the right flank of the oxen",
+            "B. The red and white pole and the front of the sculpture",
+            "C. The rear of the oxen and distant structures",
+            "D. The asphalt road and trees only"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "At this stage, the pole is re-entering the frame on the far left, and the front of the sculpture is visible. A mirror opposite would reflect both the returning pole and the frontal features of the oxen.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047642"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Would a reflective puddle beneath the pedestal show the rust stains on the concrete base and the bronze texture of the oxen?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt emphasizes visible rust stains and detailed bronze textures. A reflective surface like a puddle would mirror these physical details if present in the environment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047649"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "When the camera returns to the frontal view in Segment 8, does the reflection in a static mirror show the same composition as in Segment 1?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt states that the final shot mirrors the opening shot but from a slightly altered angle. Since the scene has not changed significantly, a static mirror would reflect consistent content across time.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047659"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "If a mirror was visible in Segment 4 and again in Segment 8, how should its reflection change over time?",
+          "options": [
+            "A. It remains unchanged because the camera path is circular",
+            "B. It changes to reflect the new camera position and environment",
+            "C. It shows only the final scene regardless of earlier views",
+            "D. It flickers between multiple versions of the scene"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "As the camera moves around the sculpture, the environment visible to the mirror changes. Therefore, the reflection must update dynamically to reflect the current surroundings.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047666"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Does the reflection in a mirror placed at the beginning of the video remain consistent with the scene when the camera returns to the same position later?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt indicates that the final shot 'mirrors' the opening one, implying environmental consistency. Thus, a mirror’s reflection should also be temporally consistent when revisiting the same viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047672"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "In a hypothetical scenario where a mirror appears in Segment 2 and then reappears in Segment 6, what should happen to the reflection?",
+          "options": [
+            "A. It shows the same view as in Segment 2",
+            "B. It updates to reflect the new camera angle and visible elements",
+            "C. It disappears entirely",
+            "D. It shows a distorted version of the initial scene"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Between Segment 2 and 6, the camera has moved from the left side to the right flank. The reflection must adapt to the new spatial relationship between the viewer, the mirror, and the environment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047679"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "If a mirror is present throughout the entire video, does it reflect the red and white striped pole during both Segment 1 and Segment 8?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The pole is visible in both the first and last segments, and since the camera returns to a similar frontal view, the mirror would reflect the same object at both times.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047686"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "binary",
+          "question": "As the camera orbits clockwise, does the reflection in a spherical mirror (like a decorative ball) correctly update to show different angles of the sculpture?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "A spherical mirror reflects changing perspectives based on the viewer's position. As the camera moves around the sculpture, the reflection must dynamically shift to match the current viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047693"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "multiple_choice",
+          "question": "When the camera reaches the rear-left angle in Segment 4, what should a flat mirror placed at ground level reflect?",
+          "options": [
+            "A. The front of the oxen and the red and white pole",
+            "B. The backs of the oxen and the asphalt road",
+            "C. The right flank and surrounding trees",
+            "D. The sky and clouds only"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "At this angle, the backs of the oxen and the asphalt road are visible. A mirror at ground level would reflect these elements, aligning with the actual camera view.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047699"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "Does a mirror placed on the right side of the sculpture reflect the left flank of the oxen when viewed from the right flank perspective?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "From the right flank view, the left side of the sculpture is facing away from the camera. A mirror on the right would capture the left flank, providing a correct reflection based on geometry.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047705"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "If a mirror is positioned such that it reflects the sculpture from a 90-degree angle relative to the camera, what will the reflection show when the camera is at the front-right angle?",
+          "options": [
+            "A. The front-left side of the sculpture",
+            "B. The rear-right side of the sculpture",
+            "C. The back of the sculpture",
+            "D. The top of the sculpture"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "A 90-degree offset mirror would reflect the opposite side of the sculpture. From the front-right, the mirror would show the front-left, maintaining proper spatial logic.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047717"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "When the camera completes its orbit and returns to the original frontal position, does the reflection in a fixed mirror show the same orientation as in the first segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Since the camera returns to a nearly identical position and the environment hasn't changed, the reflection in a stationary mirror should be consistent with the initial view.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:08:55.047724"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_74bf8aa3d43161b484c5df51374713dff593fc97e801e0de253ef6319be5d75b"
+  },
+  {
+    "task_id": "mem_dl3dv_8093e8ff907550e4a3a9843e6c32ddfd147a58c2ae0213649e54356906c7709c",
+    "instance_id": "mem_dl3dv_8093e8ff907550e4a3a9843e6c32ddfd147a58c2ae0213649e54356906c7709c",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_8093e8ff907550e4a3a9843e6c32ddfd147a58c2ae0213649e54356906c7709c.mp4",
+      "total_frames": 328,
+      "fps": 15.0,
+      "duration_sec": 21.87,
+      "reference_image_path": "inference_img/mem_dl3dv_8093e8ff907550e4a3a9843e6c32ddfd147a58c2ae0213649e54356906c7709c_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a sweeping panoramic view of a spacious, brightly lit modern furniture showroom. The camera glides smoothly from left to right, revealing a white shiplap wall adorned with a large round mirror that reflects the ceiling lights and nearby plants, creating soft, shimmering reflections. Below the mirror sits a wooden console table holding a tall vase with dried branches. As the camera moves forward, it passes a woven armchair draped with a mustard-yellow throw blanket, then pans slightly right to reveal a large potted plant with broad green leaves standing beside a low-profile sofa. Continuing from this point, the camera tracks past a promotional sign reading '20+ fresh tonal shades' mounted on a freestanding white display panel. Beyond the sign, the space opens into a wide aisle flanked by curated furniture vignettes including sofas, side tables, and lamps under recessed spotlights. The camera then turns left, revealing a tall rectangular mirror mounted on a white pillar, reflecting an aisle lined with metal shelving units displaying folded textiles and decorative pillows. The reflection also captures the overhead lighting and distant displays. Moving further, the camera circles back toward the entrance area, passing again by the round mirror on the white wall — now seen from a different angle — which once more shows reflections of ceiling lights and surrounding furniture. Finally, the camera sweeps across the entire showroom floor one last time, capturing the warm wood flooring, high ceilings with exposed beams, and strategically placed indoor trees and mirrors that amplify spatial depth. The sequence ends with a slow pull-back shot that encompasses the full breadth of the showroom, emphasizing its open-plan layout, natural materials, and harmonious color palette."
+        ],
+        "level_2": [
+          "The video starts with a smooth tracking shot moving from left to right through a modern, well-lit furniture showroom. A white shiplap wall features a large round mirror reflecting ceiling lights and nearby plants, creating soft glints. Beneath it stands a wooden console table with a vase holding dried branches. The camera continues forward, passing a woven armchair with a mustard-yellow throw, then reveals a large potted plant with broad green leaves next to a low-profile sofa. The scene is bathed in warm ambient light from recessed ceiling fixtures.",
+          "Continuing from the previous segment, the camera glides past a freestanding white display panel featuring a bold sign reading '20+ fresh tonal shades'. It then enters a wider aisle showcasing multiple furniture arrangements: sofas, side tables, and lamps under spotlights. The camera pans slightly to reveal a tall rectangular mirror mounted on a white pillar, reflecting an adjacent aisle lined with metal shelving units filled with folded textiles and decorative pillows. Reflections of ceiling lights and distant displays are visible in the mirror’s surface, enhancing the sense of depth and openness.",
+          "Finally, the camera turns left and circles back toward the entrance area, offering a new perspective on the round mirror on the white wall — now showing reflections of ceiling lights and surrounding furniture from a different angle. The camera sweeps across the showroom floor, highlighting the warm wood flooring, high ceilings with exposed beams, and strategically placed indoor trees and mirrors. The sequence concludes with a slow pull-back shot encompassing the entire showroom, emphasizing its open-plan layout, natural materials, and harmonious color palette."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a smooth tracking shot moving left to right along a white shiplap wall. A large round mirror mounted on the wall reflects ceiling lights and nearby plants, creating soft shimmering reflections. Below the mirror sits a wooden console table with a tall vase containing dried branches. The camera begins to move forward slowly, revealing polished wood flooring and ambient lighting from recessed ceiling fixtures.",
+          "20-40%: Continuing forward, the camera passes a woven armchair draped with a mustard-yellow throw blanket. To the right, a large potted plant with broad green leaves stands beside a low-profile dark gray sofa. The camera pans slightly right, revealing more of the open-plan showroom layout with multiple furniture vignettes arranged under warm overhead lighting. The camera then glides past a freestanding white display panel featuring a prominent sign reading '20+ fresh tonal shades', with a partial view of a seating area behind it.",
+          "40-60%: The camera moves deeper into the showroom, revealing an expansive aisle flanked by sofas, side tables, and decorative lamps, all illuminated by recessed spotlights. The camera pans slightly left, bringing into frame a tall rectangular mirror mounted on a white pillar. The mirror reflects an adjacent aisle lined with metal shelving units displaying folded textiles and decorative pillows. The reflection captures ceiling lights, distant furniture displays, and the organized shelving, enhancing spatial depth.",
+          "60-80%: Focusing briefly on the tall rectangular mirror to emphasize its layered reflections, the camera then turns left and glides backward slightly, offering a new perspective on the round mirror previously seen at the start. Now viewed from a different angle, the mirror again reflects ceiling lights and surrounding furniture, reinforcing the showroom’s symmetrical design. The wooden console table with the vase remains visible beneath the mirror. The camera sweeps horizontally across the showroom floor, capturing the warm wood flooring, high ceilings with exposed beams, and strategically placed indoor trees and mirrors that amplify openness.",
+          "80-100%: Finally, the camera pulls back slowly, encompassing the entire showroom in a wide-angle shot. The full expanse of the space is revealed—from the entrance area with the round mirror and console table to the farthest furniture vignettes. The warm lighting, natural materials, and balanced color palette culminate in a cohesive, inviting retail environment designed for immersive browsing."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a smooth tracking shot moving left to right along a white shiplap wall. A large round mirror mounted on the wall reflects ceiling lights and nearby plants, creating soft shimmering reflections. Below the mirror sits a wooden console table with a tall vase containing dried branches. The camera begins to move forward slowly, revealing polished wood flooring and ambient lighting from recessed ceiling fixtures.",
+          "Part 2/8: Continuing forward, the camera passes a woven armchair draped with a mustard-yellow throw blanket. To the right, a large potted plant with broad green leaves stands beside a low-profile dark gray sofa. The camera pans slightly right, revealing more of the open-plan showroom layout with multiple furniture vignettes arranged under warm overhead lighting.",
+          "Part 3/8: The camera glides past a freestanding white display panel featuring a prominent sign reading '20+ fresh tonal shades'. Behind the sign, a partial view of a seating area with neutral-toned upholstery and accent pillows is visible. The camera maintains steady forward motion, transitioning into a wider aisle lined with curated furniture displays.",
+          "Part 4/8: The camera moves deeper into the showroom, revealing an expansive aisle flanked by sofas, side tables, and decorative lamps. Recessed spotlights illuminate each vignette. The camera pans slightly left, bringing into frame a tall rectangular mirror mounted on a white pillar. The mirror reflects an adjacent aisle lined with metal shelving units displaying folded textiles and decorative pillows.",
+          "Part 5/8: Focusing on the tall rectangular mirror, the camera holds briefly to emphasize the reflections of ceiling lights, distant furniture displays, and the organized shelving behind. The reflection creates a layered visual effect, adding depth to the scene. The camera then begins to turn left, preparing to circle back toward the entrance area.",
+          "Part 6/8: The camera turns left and glides backward slightly, offering a new perspective on the round mirror previously seen at the start. Now viewed from a different angle, the mirror again reflects ceiling lights and surrounding furniture, reinforcing the showroom’s symmetrical design. The wooden console table with the vase remains visible beneath the mirror.",
+          "Part 7/8: The camera sweeps horizontally across the showroom floor, capturing the warm wood flooring, high ceilings with exposed beams, and strategically placed indoor trees. Mirrors throughout the space reflect light and furniture, enhancing the sense of openness. The camera movement is slow and deliberate, allowing viewers to absorb the curated aesthetic and spatial harmony.",
+          "Part 8/8: Finally, the camera pulls back slowly, encompassing the entire showroom in a wide-angle shot. The full expanse of the space is revealed — from the entrance area with the round mirror and console table to the farthest furniture vignettes. The warm lighting, natural materials, and balanced color palette culminate in a cohesive, inviting retail environment designed for immersive browsing."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the round mirror still visible on the left wall after the camera moves past the wooden console table?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "e1331217c50e55a564401104d1469b0f08d3b63c9f7a8081d66fab81495e26da_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the round mirror retain its identity when viewed from a different angle in Segment 6?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620023"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which object remains visible beneath the round mirror throughout multiple segments?",
+          "options": [
+            "A. A glass vase with flowers",
+            "B. A wooden console table with a vase of dried branches",
+            "C. A small side table",
+            "D. A potted plant"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620059"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the reflection in the tall rectangular mirror change based on the camera’s position?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Reflection Viewpoint Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620072"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What is reflected in the tall rectangular mirror during Segment 4?",
+          "options": [
+            "A. A seating area with sofas",
+            "B. An aisle with metal shelving units and folded textiles",
+            "C. The entrance area",
+            "D. A large potted plant"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Reflection Viewpoint Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620078"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera retrace part of its original path when moving back toward the entrance?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620085"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which feature is revisited after the camera turns left in Segment 6?",
+          "options": [
+            "A. The promotional sign",
+            "B. The round mirror and console table",
+            "C. The metal shelving units",
+            "D. The low-profile sofa"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620092"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Do the reflections in the round mirror show ceiling lights and nearby plants in both Segment 1 and Segment 6?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620098"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What does the round mirror reflect in Segment 1?",
+          "options": [
+            "A. Only the ceiling lights",
+            "B. Ceiling lights and nearby plants",
+            "C. The wooden console table",
+            "D. The promotional sign"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620104"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is the entrance area shown again after the camera turns left in Segment 6?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620113"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which background element is visible again when the camera returns to the entrance area?",
+          "options": [
+            "A. The promotional sign",
+            "B. The round mirror and console table",
+            "C. The metal shelving units",
+            "D. The low-profile sofa"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620119"
+        },
+        {
+          "question": "Is the round mirror still visible on the left wall after the camera moves past the wooden console table?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "12",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the round mirror retain its identity when viewed from a different angle in Segment 6?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620023"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Which object remains visible beneath the round mirror throughout multiple segments?",
+          "options": [
+            "A. A glass vase with flowers",
+            "B. A wooden console table with a vase of dried branches",
+            "C. A small side table",
+            "D. A potted plant"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620059"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the reflection in the tall rectangular mirror change based on the camera’s position?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Reflection Viewpoint Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620072"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "What is reflected in the tall rectangular mirror during Segment 4?",
+          "options": [
+            "A. A seating area with sofas",
+            "B. An aisle with metal shelving units and folded textiles",
+            "C. The entrance area",
+            "D. A large potted plant"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Reflection Viewpoint Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620078"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Does the camera retrace part of its original path when moving back toward the entrance?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620085"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "Which feature is revisited after the camera turns left in Segment 6?",
+          "options": [
+            "A. The promotional sign",
+            "B. The round mirror and console table",
+            "C. The metal shelving units",
+            "D. The low-profile sofa"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620092"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Do the reflections in the round mirror show ceiling lights and nearby plants in both Segment 1 and Segment 6?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620098"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "What does the round mirror reflect in Segment 1?",
+          "options": [
+            "A. Only the ceiling lights",
+            "B. Ceiling lights and nearby plants",
+            "C. The wooden console table",
+            "D. The promotional sign"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620104"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Is the entrance area shown again after the camera turns left in Segment 6?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620113"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which background element is visible again when the camera returns to the entrance area?",
+          "options": [
+            "A. The promotional sign",
+            "B. The round mirror and console table",
+            "C. The metal shelving units",
+            "D. The low-profile sofa"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:27:27.620119"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the round mirror on the white shiplap wall reflect ceiling lights and nearby plants as described in the prompt?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt explicitly states that the round mirror reflects ceiling lights and nearby plants, creating soft shimmering reflections. This confirms content consistency for this mirror.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994041"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "What should be visible in the reflection of the tall rectangular mirror mounted on the white pillar?",
+          "options": [
+            "A. A potted plant and a woven armchair",
+            "B. An aisle with metal shelving units displaying folded textiles and decorative pillows",
+            "C. The entrance area with the console table",
+            "D. A promotional sign reading '20+ fresh tonal shades'"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt clearly describes the tall rectangular mirror reflecting an adjacent aisle lined with metal shelving units filled with folded textiles and decorative pillows. This ensures the reflected content matches the actual environment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994078"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Is the reflection in the round mirror consistent with the surrounding furniture, including the wooden console table and vase beneath it?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt mentions that the round mirror reflects ceiling lights and nearby plants, and the console table with the vase is directly below it. The reflection should logically include elements of the immediate surroundings, confirming content accuracy.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994089"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "Which of the following objects are correctly reflected in the round mirror when viewed from the initial angle?",
+          "options": [
+            "A. The mustard-yellow throw blanket and low-profile sofa",
+            "B. Ceiling lights and nearby plants",
+            "C. The freestanding display panel and promotional sign",
+            "D. The metal shelving units and decorative pillows"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "According to the prompt, the round mirror reflects ceiling lights and nearby plants. The other options are located farther away or not within the mirror’s field of view at that moment, so only B is correct.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994097"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "Does the tall rectangular mirror reflect the overhead lighting and distant displays as stated in the prompt?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt specifies that the rectangular mirror reflects not only the shelving aisle but also the overhead lighting and distant displays, which aligns with realistic reflection behavior and verifies content consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994104"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "When the camera returns to the round mirror later in the video, does it still reflect ceiling lights and surrounding furniture as seen earlier?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt states that upon returning to the round mirror from a different angle, it again shows reflections of ceiling lights and surrounding furniture. This indicates temporal consistency in the reflection content over time.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994114"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "How does the reflection in the round mirror change when the camera returns to it from a different angle?",
+          "options": [
+            "A. It shows the same scene as before, with no changes",
+            "B. It now includes the promotional sign and display panel",
+            "C. It reflects the same objects (ceiling lights, plants) but from a new perspective",
+            "D. It becomes blurry or distorted due to camera movement"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt notes that the mirror is seen from a different angle but still reflects ceiling lights and surrounding furniture. This implies the reflection updates appropriately based on viewpoint, maintaining temporal consistency without altering core content.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994128"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Does the reflection in the tall rectangular mirror remain consistent with its initial description when shown again during the sequence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Although the rectangular mirror is only shown once in detail, the prompt consistently describes its reflection as showing the shelving aisle, textiles, and lighting. Since there is no indication of environmental change, the reflection remains temporally consistent.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994135"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "If the camera revisits the round mirror after passing through the central aisle, what should the reflection show?",
+          "options": [
+            "A. Only the ceiling lights, since the plants are no longer visible",
+            "B. The same ceiling lights and plants as before, adjusted for the new angle",
+            "C. The promotional sign and display panel",
+            "D. A blank or dark surface due to lighting changes"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt confirms the mirror is seen again from a different angle but still reflects ceiling lights and surrounding furniture. This means the reflection adapts to the new viewing position while preserving content, ensuring temporal memory consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994142"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Is the reflection in the round mirror updated when the camera returns to it, even though the environment has not changed?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt states the mirror is viewed from a different angle upon return, and the reflection still shows relevant objects. This implies the reflection dynamically adjusts to the camera's new position, demonstrating proper temporal updating.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994148"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "As the camera moves forward past the round mirror, does the reflection update to reflect the changing camera angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt describes the camera moving from left to right and then forward, implying a shift in perspective. When the mirror is revisited later, it shows reflections from a new angle, confirming viewpoint-based updates in the reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994155"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "When the camera circles back toward the entrance and views the round mirror from a different angle, what should the reflection depict?",
+          "options": [
+            "A. The same exact view as the first time",
+            "B. A completely different scene unrelated to the showroom",
+            "C. The same objects (lights, plants) but with altered positions due to the new angle",
+            "D. The interior of the camera or lens"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Reflections depend on camera viewpoint. The prompt confirms the mirror shows reflections of ceiling lights and surrounding furniture from a new angle, indicating correct viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994162"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "Does the reflection in the tall rectangular mirror accurately represent the scene visible from the camera’s current position?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt describes the mirror reflecting an adjacent aisle with metal shelving, which is spatially consistent with the camera’s location. This confirms the reflection matches the expected view from that viewpoint.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994168"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "What happens to the reflection in the round mirror as the camera moves from left to right across the showroom?",
+          "options": [
+            "A. It stays static and unchanged",
+            "B. It shifts to show more of the right side of the room",
+            "C. It shows the opposite wall and exits",
+            "D. It disappears entirely"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera moves, the mirror’s reflection should dynamically adjust to show different parts of the environment. The prompt implies this by describing reflections of nearby plants and lights that change with camera motion, supporting viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994174"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "When the camera turns left and glides backward toward the entrance, does the reflection in the round mirror change to match the new camera angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt explicitly states the mirror is viewed from a different angle upon return, and the reflection still shows ceiling lights and furniture — indicating the reflection updates correctly with the camera’s new position.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:21.994180"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_8093e8ff907550e4a3a9843e6c32ddfd147a58c2ae0213649e54356906c7709c"
+  },
+  {
+    "task_id": "mem_dl3dv_03cb625088d5ec191ce8667f4f6f34a17900080b36ee4b89c16833e13852f206",
+    "instance_id": "mem_dl3dv_03cb625088d5ec191ce8667f4f6f34a17900080b36ee4b89c16833e13852f206",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_03cb625088d5ec191ce8667f4f6f34a17900080b36ee4b89c16833e13852f206.mp4",
+      "total_frames": 407,
+      "fps": 15.0,
+      "duration_sec": 27.13,
+      "reference_image_path": "inference_img/mem_dl3dv_03cb625088d5ec191ce8667f4f6f34a17900080b36ee4b89c16833e13852f206_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a low-angle shot of a black office chair with a patterned blanket draped over its back, spinning slowly in the center of a cozy living room. The carpeted floor is light beige and covers the entire space. In the background, two yellow sofas face each other, one adorned with a matching patterned pillow. A red office chair sits to the left near a large TV on a stand displaying a vibrant cityscape. As the camera rotates around the central chair, wall art — framed pictures arranged in a grid — becomes visible along the white walls. An exercise ball rests near one sofa. The camera tilts down to focus on the chair’s base with wheels, then rises again as the blanket billows slightly from the spin. Continuing from this motion, the camera circles upward to reveal the blanket’s full drape and texture — cream-colored with geometric patterns — before dipping again to show the chair’s hydraulic lift mechanism and casters rolling subtly on the carpet. Finally, the camera pans up one last time to capture the full living room: the TVs, sofas, red chair, wall art, and exercise ball all in view, while the central chair completes its rotation, ending in a similar position to where it began, maintaining visual continuity throughout."
+        ],
+        "level_2": [
+          "The video begins with a slow 360-degree rotation around a black office chair positioned centrally on a beige carpeted floor. Draped over the chair is a patterned blanket with circular motifs in muted tones. To the left, a red office chair sits beside a large TV on a stand displaying a bustling cityscape. Two yellow sofas flank the scene, one featuring a matching patterned pillow. Wall art decorates the white walls in an organized grid. The camera tilts downward to highlight the chair’s base with five wheeled casters gliding gently across the carpet.",
+          "Continuing from the previous segment, the camera lifts upward as the chair spins, revealing more of the blanket’s texture and how it folds over the chair’s backrest. The TV continues to display the cityscape, now partially obscured by the rotating chair. The yellow sofas remain visible in the background, along with the red office chair and wall art. An exercise ball appears briefly near the right sofa as the camera circles. The perspective shifts lower again, focusing on the chair’s hydraulic stem and wheelbase, emphasizing its mobility on the plush carpet.",
+          "Finally, the camera rises once more to capture the full living room environment as the chair completes its rotation. The patterned blanket flows with the motion, catching ambient light. The TV on its stand remains prominent, still showing the cityscape. The two yellow sofas, red office chair, wall art, and exercise ball are all visible in their respective positions, creating a balanced composition. The camera ends with a wide-angle view that mirrors the opening shot, ensuring seamless continuity and closure to the full sequence."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle shot centered on a black office chair with a patterned blanket draped over its back, positioned on a beige carpeted floor. In the background, a red office chair and a large TV displaying a cityscape are visible to the left, while a yellow sofa with a matching patterned pillow occupies the right side of the frame. The camera begins a slow clockwise rotation around the chair, revealing the second yellow sofa opposite the first and wall art—framed pictures arranged neatly—on the back wall. The blanket’s geometric pattern is visible under soft indoor lighting.",
+          "20-40%: Continuing the rotation, the camera reveals more of the room’s layout: the TV on its stand remains in view showing the cityscape, and the red office chair is now fully visible beside it. The beige carpet extends uniformly beneath all furniture. The camera tilts down sharply to focus on the chair’s base—the black hydraulic stem and star-shaped base with five wheeled casters rolling slightly on the carpet. The underside of the seat and adjustment lever are momentarily visible, with the yellow sofas and red chair softly blurred in the background due to shallow depth of field.",
+          "40-60%: The camera rises again, capturing the blanket billowing gently as the chair spins; its cream-colored fabric with muted circular patterns catches the light. The TV screen remains active, showing the cityscape, now partially hidden behind the rotating chair. Wall art and both yellow sofas frame the scene symmetrically. As the camera circles further, the exercise ball comes into view near the right yellow sofa, and the blanket’s drape shifts dynamically with the chair’s motion. The camera angle lowers again, refocusing on the chair’s wheelbase and the texture of the carpet beneath.",
+          "60-80%: The camera ascends for a wider perspective, capturing the entire living room: the two yellow sofas facing each other, the red office chair, the TV on its stand with the cityscape, and the wall art. The blanket continues to flow with the chair’s rotation. Ambient lighting highlights the room’s warm, lived-in atmosphere. The camera maintains its orbit, emphasizing the spatial relationships among all key elements—the carpeted floor, the central chair with its patterned blanket, the exercise ball, and the consistent backdrop of furniture and decor.",
+          "80-100%: Finally, the camera completes its orbit, returning to a composition similar to the opening shot. The black office chair, still spinning slowly, centers the frame with the patterned blanket draped over it. All mandatory landmarks—red office chair, TV displaying cityscape, carpeted floor, blanket draped over chair, yellow sofas, chair base with wheels, wall art, exercise ball, TV on stand—are clearly visible in their original spatial relationships, ensuring perfect continuity and closure."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle shot centered on a black office chair with a patterned blanket draped over its back. The chair sits on a beige carpeted floor. In the background, a red office chair and a large TV displaying a cityscape are visible to the left. A yellow sofa with a matching patterned pillow occupies the right side of the frame.",
+          "Part 2/8: The camera begins a slow clockwise rotation around the chair. As it moves, the second yellow sofa comes into view opposite the first. Wall art — framed pictures arranged neatly — appears on the back wall. The blanket drapes loosely over the chair’s backrest, its geometric pattern visible under soft indoor lighting.",
+          "Part 3/8: Continuing the rotation, the camera reveals more of the room’s layout: the TV on its stand remains in view, displaying the cityscape. The red office chair is now fully visible beside the TV. The beige carpet extends uniformly beneath all furniture. The chair’s base with five wheeled casters is briefly glimpsed as the camera dips slightly.",
+          "Part 4/8: The camera tilts down sharply to focus on the chair’s base — the black hydraulic stem and star-shaped base with wheels rolling slightly on the carpet. The underside of the seat and adjustment lever are momentarily visible. The yellow sofas and red chair blur softly in the background due to shallow depth of field.",
+          "Part 5/8: Rising again, the camera captures the blanket billowing gently as the chair spins. Its cream-colored fabric with muted circular patterns catches the light. The TV screen remains active, showing the cityscape, now partially hidden behind the rotating chair. Wall art and both yellow sofas frame the scene symmetrically.",
+          "Part 6/8: The camera circles further, bringing the exercise ball into view near the right yellow sofa. The red office chair remains stationary beside the TV. The blanket’s drape shifts dynamically with the chair’s motion. The camera angle lowers again, refocusing on the chair’s wheelbase and the texture of the carpet beneath.",
+          "Part 7/8: The camera ascends for a wider perspective, capturing the entire living room: the two yellow sofas facing each other, the red office chair, the TV on its stand with the cityscape, and the wall art. The blanket continues to flow with the chair’s rotation. Ambient lighting highlights the room’s warm, lived-in atmosphere.",
+          "Part 8/8: Finally, the camera completes its orbit, returning to a composition similar to the opening shot. The black office chair, still spinning slowly, centers the frame with the patterned blanket draped over it. All mandatory landmarks — red office chair, TV displaying cityscape, carpeted floor, blanket draped over chair, yellow sofas, chair base with wheels, wall art, exercise ball, TV on stand — are clearly visible in their original spatial relationships, ensuring perfect continuity and closure."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Does the TV showing a cityscape remain consistently on the left side of the frame throughout the rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "a8f5ff75fd691bf3ece7f699d15b6d2721291361a531128fc8b769d1d4338eb2_0_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "When the camera tilts down, is the five-pointed base with wheels clearly visible on the carpet?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "a8f5ff75fd691bf3ece7f699d15b6d2721291361a531128fc8b769d1d4338eb2_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "After tilting back up, does the patterned blanket reappear draped over the chair’s backrest?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "a8f5ff75fd691bf3ece7f699d15b6d2721291361a531128fc8b769d1d4338eb2_1_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "As the camera moves forward, does the exercise ball become visible next to the yellow armchair?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "a8f5ff75fd691bf3ece7f699d15b6d2721291361a531128fc8b769d1d4338eb2_2_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Are framed pictures on the wall visible during the circular movement around the chair?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "a8f5ff75fd691bf3ece7f699d15b6d2721291361a531128fc8b769d1d4338eb2_2_1",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the black office chair maintain the same identity throughout all camera movements?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613745"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which object remains consistently present and identifiable in every segment?",
+          "options": [
+            "A. Red office chair",
+            "B. Exercise ball",
+            "C. Black office chair with blanket",
+            "D. TV stand"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613781"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is the blanket's texture described consistently across different camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613794"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "When the TV is partially hidden behind the spinning chair, what should happen when it becomes visible again?",
+          "options": [
+            "A. It should display a different scene",
+            "B. It should continue showing the cityscape",
+            "C. It should turn off",
+            "D. It should reflect the room"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613802"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the final frame mirror the initial framing of the chair and room?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613810"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "What happens to the camera after focusing on the chair's base?",
+          "options": [
+            "A. It zooms out",
+            "B. It rises to capture the blanket",
+            "C. It pans left",
+            "D. It stops moving"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613829"
+        },
+        {
+          "question_id": "12",
+          "type": "binary",
+          "question": "Do the yellow sofas maintain their position and appearance when the camera returns to previous angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613837"
+        },
+        {
+          "question_id": "13",
+          "type": "multiple_choice",
+          "question": "When the exercise ball comes into view for the first time, where is it located?",
+          "options": [
+            "A. Near the left sofa",
+            "B. Near the right sofa",
+            "C. Under the TV",
+            "D. Behind the chair"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613843"
+        },
+        {
+          "question": "Does the TV showing a cityscape remain consistently on the left side of the frame throughout the rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "14",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "When the camera tilts down, is the five-pointed base with wheels clearly visible on the carpet?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "15",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "After tilting back up, does the patterned blanket reappear draped over the chair’s backrest?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "16",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "As the camera moves forward, does the exercise ball become visible next to the yellow armchair?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "17",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Are framed pictures on the wall visible during the circular movement around the chair?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "18",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the black office chair maintain the same identity throughout all camera movements?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613745"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "Which object remains consistently present and identifiable in every segment?",
+          "options": [
+            "A. Red office chair",
+            "B. Exercise ball",
+            "C. Black office chair with blanket",
+            "D. TV stand"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613781"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Is the blanket's texture described consistently across different camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613794"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "When the TV is partially hidden behind the spinning chair, what should happen when it becomes visible again?",
+          "options": [
+            "A. It should display a different scene",
+            "B. It should continue showing the cityscape",
+            "C. It should turn off",
+            "D. It should reflect the room"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613802"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the final frame mirror the initial framing of the chair and room?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613810"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "What happens to the camera after focusing on the chair's base?",
+          "options": [
+            "A. It zooms out",
+            "B. It rises to capture the blanket",
+            "C. It pans left",
+            "D. It stops moving"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613829"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Do the yellow sofas maintain their position and appearance when the camera returns to previous angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613837"
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "When the exercise ball comes into view for the first time, where is it located?",
+          "options": [
+            "A. Near the left sofa",
+            "B. Near the right sofa",
+            "C. Under the TV",
+            "D. Behind the chair"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:12.613843"
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "Does the reflection in the mirror show the red office chair and the TV displaying a cityscape when the camera is positioned to view both objects in the real environment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt does not mention any mirror or reflective surface, so there is no reflection content described. Therefore, it cannot be expected to show the red office chair or TV in a reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690020"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "multiple_choice",
+          "question": "If a mirror were present reflecting the central black office chair spinning, which of the following would correctly appear in the reflection?",
+          "options": [
+            "A. The blanket draped over the chair’s back appears reversed in the reflection",
+            "B. The yellow sofas are reflected as if they are on the same side of the room",
+            "C. The TV screen shows a mirrored version of the cityscape",
+            "D. The exercise ball appears larger in the reflection"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "In a mirror reflection, objects are laterally inverted. Thus, the patterned blanket draped over the chair's back would appear reversed in the reflection, consistent with how mirrors reflect images. Since no mirror is mentioned, this question evaluates hypothetical consistency based on physical principles.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690059"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "binary",
+          "question": "Would the reflection of the wall art in a mirror show the same grid arrangement as seen directly from the camera’s perspective?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "If a mirror were present, the wall art arranged in a grid would be reflected accurately in terms of layout, though flipped left-to-right. The prompt describes the grid clearly, so the reflection should preserve spatial relationships, even if mirrored.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690070"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "multiple_choice",
+          "question": "Which object should NOT be visible in a mirror placed near the TV if the camera is facing the TV and the red office chair?",
+          "options": [
+            "A. The exercise ball near the right sofa",
+            "B. The yellow sofa opposite the TV",
+            "C. The hydraulic stem of the central chair",
+            "D. The cityscape displayed on the TV screen"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The hydraulic stem is only visible when the camera tilts down close to the chair base. If the mirror is positioned to reflect the TV and red chair area, it would not capture the low-angle detail of the hydraulic stem unless specifically angled downward, making it unlikely to appear in such a reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690078"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "binary",
+          "question": "Would the reflection of the patterned blanket show the same geometric patterns as the actual blanket, but mirrored?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Mirrors reverse left and right, so while the pattern remains intact, its orientation would be mirrored. Since the blanket has geometric designs, the reflection should display them correctly but inverted horizontally.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690085"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "If a mirror were shown at the beginning of the video and again at the end, would the reflection of the spinning chair and blanket appear consistent across both instances?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Since the chair completes a full rotation and returns to a similar position, the reflection should remain temporally consistent if the mirror is in the same location and angle. The prompt maintains continuity, so reflections should match at start and end.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690095"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "multiple_choice",
+          "question": "Suppose a mirror reflects the central chair during Segment 1 and again in Segment 8. Which statement best describes the reflection’s temporal consistency?",
+          "options": [
+            "A. The reflection shows the chair stationary in both segments",
+            "B. The reflection shows the chair spinning in both segments",
+            "C. The reflection changes from spinning to still between segments",
+            "D. The reflection is not visible in either segment"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The chair is described as spinning slowly throughout the entire sequence, including both the beginning and end. Therefore, a mirror reflecting the chair in both Segment 1 and Segment 8 should consistently show it in motion.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690102"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "binary",
+          "question": "Would the reflection of the TV screen showing the cityscape remain unchanged from Segment 2 to Segment 5 if the mirror were fixed in place?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The TV continues to display the cityscape throughout all segments without change. Thus, a static mirror reflecting the TV would show the same content over time, assuming no camera or mirror movement alters the reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690108"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "multiple_choice",
+          "question": "If a mirror reflects the exercise ball during Segment 6 and then again in Segment 7, what should be true about the reflection?",
+          "options": [
+            "A. The ball appears smaller due to distance",
+            "B. The ball disappears from the reflection",
+            "C. The ball remains visible but slightly shifted in position",
+            "D. The ball is reflected as moving rapidly"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The exercise ball is visible in Segment 6 and remains in the scene through Segment 7. If the mirror is fixed, the reflection should show the ball in a slightly shifted position due to camera movement, but still present and stable.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690114"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "binary",
+          "question": "If a mirror were introduced in Segment 3 and reappears in Segment 7, would the reflection of the wall art maintain the same grid layout?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The wall art is static and does not move. A mirror reflecting it at different times should show the same grid arrangement, assuming no changes to the room or mirror position.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690130"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "As the camera moves around the central chair, would the reflection in a mirror show the correct changing perspective of the room?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "A mirror reflects the scene based on camera viewpoint. As the camera rotates, the reflection should dynamically update to show the appropriate portion of the room, matching the current field of view.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690138"
+          }
+        },
+        {
+          "question_id": "38",
+          "type": "multiple_choice",
+          "question": "When the camera dips down to focus on the chair’s wheelbase (Segment 4), what should be visible in a mirror placed above the chair?",
+          "options": [
+            "A. The ceiling and top of the chair",
+            "B. The carpet and casters",
+            "C. The TV and red chair",
+            "D. The exercise ball and yellow sofa"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "If the mirror is above the chair, it would reflect the ceiling and upper parts of the chair, not the lower components like wheels or carpet. The camera’s downward tilt does not affect what a high-mounted mirror sees.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690145"
+          }
+        },
+        {
+          "question_id": "39",
+          "type": "binary",
+          "question": "Would the reflection of the yellow sofas in a mirror appear symmetrical when the camera is centered on the spinning chair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "With the chair centrally located and sofas flanking it symmetrically, a mirror placed directly opposite would reflect the sofas in a balanced, symmetrical way, preserving the intended composition.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690151"
+          }
+        },
+        {
+          "question_id": "40",
+          "type": "multiple_choice",
+          "question": "If the camera pans up from the chair base to the full living room, how should the reflection in a mirror on the wall change?",
+          "options": [
+            "A. It stays the same because the mirror is fixed",
+            "B. It shows more of the ceiling and less of the floor",
+            "C. It shows the chair’s base more prominently",
+            "D. It reflects the camera lens"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera tilts upward, the angle of view changes. A mirror on the wall would reflect the changing perspective — showing more of the upper part of the room, such as the ceiling and wall art, and less of the lower elements like the carpet.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690157"
+          }
+        },
+        {
+          "question_id": "41",
+          "type": "binary",
+          "question": "When the camera returns to a position similar to the opening shot in Segment 8, would the reflection in a mirror show the same scene as in Segment 1?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt emphasizes visual continuity, returning to a similar composition. If the mirror is in the same location, the reflection should be consistent with the initial frame, reinforcing the looped structure of the video.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:09:48.690163"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_03cb625088d5ec191ce8667f4f6f34a17900080b36ee4b89c16833e13852f206"
+  },
+  {
+    "task_id": "mem_dl3dv_d75f9a607ebfec618e585d62b591fbedf78d7ef3af6126c6f7d582ea03d03336",
+    "instance_id": "mem_dl3dv_d75f9a607ebfec618e585d62b591fbedf78d7ef3af6126c6f7d582ea03d03336",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_d75f9a607ebfec618e585d62b591fbedf78d7ef3af6126c6f7d582ea03d03336.mp4",
+      "total_frames": 353,
+      "fps": 15.0,
+      "duration_sec": 23.53,
+      "reference_image_path": "inference_img/mem_dl3dv_d75f9a607ebfec618e585d62b591fbedf78d7ef3af6126c6f7d582ea03d03336_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a sweeping view of a clean, modern public restroom featuring gray toilet stalls with white porcelain toilets visible inside. The camera pans right, revealing the full row of stalls and then moves forward into the space between them, showing the speckled gray floor and white walls. As the camera turns left, it captures a long white sink counter with black metal legs, wall-mounted mirrors above each sink, and soap dispensers mounted beside them. A blue bucket is visible under the sink counter. Continuing from this view, the camera moves along the sink area, capturing reflections in the mirrors — including the reflection of a soap dispenser and a toilet stall — while also showing a trash can with a white liner placed near the sinks. The camera then turns back toward the stalls, offering another perspective of the gray partitions and toilets, before panning up to show ceiling-mounted fluorescent lights and air vents. Finally, the camera sweeps across the entire room again, highlighting the symmetry of the stalls, the cleanliness of the sinks, and the organized placement of amenities — including the mirror above the sink, the reflection of the toilet stall, and the consistent presence of the blue bucket under the sink — ending on a wide-angle shot that encompasses all mandatory landmarks: gray toilet stalls, white sink counter, wall-mounted mirrors, mirror above sink, reflection of soap dispenser, reflection of toilet stall, blue bucket under sink, and trash can with white liner."
+        ],
+        "level_2": [
+          "The video opens with a wide-angle view of a modern public restroom, showcasing multiple gray toilet stalls with white porcelain toilets visible inside. The camera pans right along the row of stalls, revealing their uniform design and the speckled gray flooring beneath. It then moves forward between two stalls, giving a closer look at the interior fixtures and the clean, minimalist aesthetic of the space. The camera turns left toward a long white sink counter with black metal legs, where wall-mounted mirrors are positioned above each sink. Soap dispensers are mounted next to the mirrors, and a blue bucket is visible under the sink counter. The scene ends with the camera focusing on the first section of the sink area, preparing to move further down the counter.",
+          "Continuing from the sink counter, the camera slowly moves along the length of the white countertop, capturing reflections in the wall-mounted mirrors — including the reflection of a soap dispenser and a toilet stall. A trash can with a white liner is clearly visible beside the sinks. The camera lingers on the details: the chrome faucets, the clean surfaces, and the organized layout. It then pans upward to reveal ceiling-mounted fluorescent lighting and ventilation grilles, emphasizing the bright, sterile environment. The camera begins to turn back toward the toilet stalls, offering a rear perspective of the gray partitions and the toilets within, while maintaining visual continuity with the previous segment.",
+          "Finally, the camera completes its sweep by returning to a broader view of the restroom. It captures the full alignment of gray toilet stalls on one side and the continuous white sink counter with mirrors on the other. The reflection of the toilet stall in the mirror above the sink is clearly visible, as is the blue bucket tucked neatly under the counter. The trash can with the white liner remains in frame, reinforcing the room’s tidiness. The camera pans upward once more to include the ceiling fixtures, then pulls back for a final wide-angle shot that encompasses all mandatory landmarks: gray toilet stalls, white sink counter, wall-mounted mirrors, mirror above sink, reflection of soap dispenser, reflection of toilet stall, blue bucket under sink, and trash can with white liner — concluding with a comprehensive, static overview of the entire space."
+        ],
+        "level_3": [
+          "0-20%: The video starts with a slow pan across a row of gray toilet stalls in a clean, well-lit public restroom. White porcelain toilets are visible inside each stall, and the speckled gray floor extends throughout the space. The camera moves slightly forward, offering a close-up of the stall doors and hinges, emphasizing their industrial-grade construction and neutral color scheme. It then turns left to reveal a long white sink counter supported by black metal legs, with wall-mounted mirrors above each sink and soap dispensers installed beside them. The camera focuses briefly on the first sink and mirror, capturing the reflection of the soap dispenser in the mirror’s surface.",
+          "20-40%: The camera moves along the sink counter, revealing additional mirrors and sinks. A blue bucket is visible under the counter, tucked neatly beneath the second sink, and the camera angle tilts slightly downward to emphasize the bucket’s placement and the clean lines of the plumbing underneath the counter. As the camera continues its path, it captures the reflection of a toilet stall in the mirror above the third sink, showing the gray partition and part of the white toilet. A trash can with a white liner is positioned beside the sinks, and the camera lingers on it briefly to highlight its presence.",
+          "40-60%: The camera pans upward from the sink area to show ceiling-mounted fluorescent light panels and ventilation grilles. The white walls and clean lines reinforce the sterile, functional aesthetic of the restroom. The camera then begins to turn back toward the toilet stalls, preparing to reframe the space from a different angle. Returning to the toilet stalls, the camera offers a rear-facing view of the gray partitions, showing their alignment and spacing. The white porcelain toilets are visible through the gaps, and the speckled gray floor continues to dominate the lower frame. The camera slowly pans right, maintaining a steady pace to ensure continuity.",
+          "60-80%: The camera now sweeps across the entire restroom, combining views of both the sink counter and the toilet stalls. The mirror above the sink reflects the toilet stall once more, reinforcing the spatial relationship between the two areas. The blue bucket under the sink and the trash can with the white liner remain visible, anchoring the scene’s composition. The camera pans up again to include ceiling fixtures and pulls back slightly, capturing the symmetry of the stalls, the cleanliness of the sinks, and the organized placement of amenities—including the mirror above the sink, the reflection of the soap dispenser, and the consistent presence of the blue bucket under the sink.",
+          "80-100%: Finally, the camera pulls back for a wide-angle shot that encompasses the entire restroom. All mandatory landmarks are clearly visible: gray toilet stalls, white sink counter, wall-mounted mirrors, mirror above sink, reflection of soap dispenser, reflection of toilet stall, blue bucket under sink, and trash can with white liner. The video ends on this comprehensive, static overview, capturing the symmetry, cleanliness, and functional design of the space."
+        ],
+        "level_4": [
+          "The video starts with a slow pan across a row of gray toilet stalls in a clean, well-lit public restroom. White porcelain toilets are visible inside each stall, and the speckled gray floor extends throughout the space. The camera moves slightly forward, offering a close-up of the stall doors and hinges, emphasizing their industrial-grade construction and neutral color scheme.",
+          "Continuing from the stalls, the camera turns left to reveal a long white sink counter supported by black metal legs. Wall-mounted mirrors are positioned above each sink, and soap dispensers are installed beside them. The camera focuses briefly on the first sink and mirror, capturing the reflection of the soap dispenser in the mirror’s surface.",
+          "The camera moves along the sink counter, revealing additional mirrors and sinks. A blue bucket is visible under the counter, tucked neatly beneath the second sink. The camera angle tilts slightly downward to emphasize the bucket’s placement and the clean lines of the plumbing underneath the counter.",
+          "As the camera continues its path, it captures the reflection of a toilet stall in the mirror above the third sink. The reflection shows the gray partition and part of the white toilet, creating a layered visual effect. A trash can with a white liner is positioned beside the sinks, and the camera lingers on it briefly to highlight its presence.",
+          "The camera pans upward from the sink area to show ceiling-mounted fluorescent light panels and ventilation grilles. The white walls and clean lines reinforce the sterile, functional aesthetic of the restroom. The camera then begins to turn back toward the toilet stalls, preparing to reframe the space from a different angle.",
+          "Returning to the toilet stalls, the camera offers a rear-facing view of the gray partitions, showing their alignment and spacing. The white porcelain toilets are visible through the gaps, and the speckled gray floor continues to dominate the lower frame. The camera slowly pans right, maintaining a steady pace to ensure continuity with the prior segments.",
+          "The camera now sweeps across the entire restroom, combining views of both the sink counter and the toilet stalls. The mirror above the sink reflects the toilet stall once more, reinforcing the spatial relationship between the two areas. The blue bucket under the sink and the trash can with the white liner remain visible, anchoring the scene’s composition.",
+          "Finally, the camera pulls back for a wide-angle shot that encompasses the entire restroom. All mandatory landmarks are clearly visible: gray toilet stalls, white sink counter, wall-mounted mirrors, mirror above sink, reflection of soap dispenser, reflection of toilet stall, blue bucket under sink, and trash can with white liner. The video ends on this comprehensive, static overview, capturing the symmetry, cleanliness, and functional design of the space."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the blue bucket visible under the sink counter during the camera’s movement?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "debdd3e9fba2445c56bcd868b3945c2aa5ba3398242107f966e4fa9c9b635368_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the blue bucket remain visible and unchanged under the sink throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790461"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Where is the blue bucket consistently located in the restroom?",
+          "options": [
+            "A. Under the first sink",
+            "B. Under the second sink",
+            "C. Under the third sink",
+            "D. Near the trash can"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790497"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the mirror reflect the soap dispenser and toilet stall correctly?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790510"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "Which object's reflection is seen in the mirror above the third sink?",
+          "options": [
+            "A. Soap dispenser",
+            "B. Trash can",
+            "C. Toilet stall",
+            "D. Ceiling light"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790517"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the reflection of the toilet stall remain consistent when the mirror is shown again in the final segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Temporal Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790524"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the sink area after moving away, does the reflection in the mirror update correctly?",
+          "options": [
+            "A. Yes, it reflects the current view",
+            "B. No, it shows a static image",
+            "C. It only appears in the first segment",
+            "D. It disappears entirely"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Temporal Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790531"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera return to the toilet stalls after visiting the sink area?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790538"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What happens to the visual representation of the gray toilet stalls when the camera returns to them?",
+          "options": [
+            "A. They appear smaller due to distance",
+            "B. They are partially obscured by the sink",
+            "C. They maintain their original appearance",
+            "D. They are replaced with new stalls"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790544"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are the white walls and speckled gray floor consistent when the camera returns to the stalls?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790551"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "Which element remains unchanged when the camera re-enters the sink area?",
+          "options": [
+            "A. Mirror placement",
+            "B. Blue bucket color",
+            "C. Trash can liner",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790557"
+        },
+        {
+          "question": "Is the blue bucket visible under the sink counter during the camera’s movement?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "12",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the blue bucket remain visible and unchanged under the sink throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790461"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Where is the blue bucket consistently located in the restroom?",
+          "options": [
+            "A. Under the first sink",
+            "B. Under the second sink",
+            "C. Under the third sink",
+            "D. Near the trash can"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790497"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the mirror reflect the soap dispenser and toilet stall correctly?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790510"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "Which object's reflection is seen in the mirror above the third sink?",
+          "options": [
+            "A. Soap dispenser",
+            "B. Trash can",
+            "C. Toilet stall",
+            "D. Ceiling light"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790517"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Does the reflection of the toilet stall remain consistent when the mirror is shown again in the final segment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Temporal Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790524"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the sink area after moving away, does the reflection in the mirror update correctly?",
+          "options": [
+            "A. Yes, it reflects the current view",
+            "B. No, it shows a static image",
+            "C. It only appears in the first segment",
+            "D. It disappears entirely"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Temporal Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790531"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the camera return to the toilet stalls after visiting the sink area?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790538"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "What happens to the visual representation of the gray toilet stalls when the camera returns to them?",
+          "options": [
+            "A. They appear smaller due to distance",
+            "B. They are partially obscured by the sink",
+            "C. They maintain their original appearance",
+            "D. They are replaced with new stalls"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790544"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Are the white walls and speckled gray floor consistent when the camera returns to the stalls?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790551"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which element remains unchanged when the camera re-enters the sink area?",
+          "options": [
+            "A. Mirror placement",
+            "B. Blue bucket color",
+            "C. Trash can liner",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:28:41.790557"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the reflection in the mirror above the sink show the soap dispenser when the camera is positioned near the first sink?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt explicitly states that the camera captures the reflection of a soap dispenser in the mirror above each sink, confirming that the content of the reflection matches the actual object present beside the mirror.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322780"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "Which object is reflected in the mirror above the third sink according to the prompt?",
+          "options": [
+            "A. The trash can with white liner",
+            "B. The blue bucket under the sink",
+            "C. A toilet stall",
+            "D. The ceiling light"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Segment 4 of Level 3 clearly states: 'As the camera continues its path, it captures the reflection of a toilet stall in the mirror above the third sink.' This directly confirms the correct reflected object.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322819"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Is the reflection of the toilet stall visible in the mirror when the camera moves along the sink counter?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt mentions capturing reflections including 'the reflection of a toilet stall' during the movement along the sink area, indicating that the mirror correctly reflects this distant object.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322832"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "What should be visible in the mirror's reflection when the camera is facing the sink and the blue bucket is under the second sink?",
+          "options": [
+            "A. The blue bucket itself",
+            "B. The trash can beside the sinks",
+            "C. The gray partition of a toilet stall",
+            "D. The ceiling-mounted fluorescent lights"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The blue bucket is under the sink and not directly visible in the mirror’s field of view from the camera angle. However, the prompt specifies that the reflection of a toilet stall appears in the mirror above the third sink, which aligns with what would be expected given the spatial layout. Therefore, the correct reflection content is the toilet stall, not the bucket.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322840"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "Does the mirror reflect the actual position of the soap dispenser relative to the sink?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt describes the soap dispensers as mounted beside the mirrors, and their reflections are captured accordingly. This implies correct spatial alignment between real objects and their reflections.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322847"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "When the camera returns to the sink area in the final segment, does the reflection of the toilet stall remain consistent with earlier views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt states that in the final sweep, 'the mirror above the sink reflects the toilet stall once more,' indicating that the reflection remains consistent over time despite camera movement and changes in perspective.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322857"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "In which segment is the reflection of the toilet stall first mentioned?",
+          "options": [
+            "A. Segment 2 of Level 2",
+            "B. Segment 3 of Level 3",
+            "C. Segment 4 of Level 3",
+            "D. Segment 7 of Level 3"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Segment 4 of Level 3 explicitly states: 'As the camera continues its path, it captures the reflection of a toilet stall in the mirror above the third sink.' This is the first mention of the toilet stall reflection in the detailed breakdown.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322864"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Does the reflection of the soap dispenser appear in multiple segments across different levels of the prompt?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The reflection of the soap dispenser is mentioned in both Level 1 and Level 2 (in the description of the sink area), and again in Level 3 (Segment 2). This repeated mention across levels indicates temporal consistency in the reflection memory.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322870"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "After the camera pans away from the sink area and returns later, does the mirror still reflect the same elements as before?",
+          "options": [
+            "A. No, because the environment has changed",
+            "B. Yes, the reflection remains consistent",
+            "C. Only the trash can is reflected now",
+            "D. The reflection shows the ceiling lights instead"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The final wide-angle shot reiterates the presence of the reflection of the toilet stall and soap dispenser, indicating no change in the reflected content despite time passing and camera movement. This confirms temporal consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322876"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Is the reflection of the blue bucket visible in the mirror at any point in the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt only states that the blue bucket is visible under the sink but never mentions its reflection in the mirror. Since it is located below the counter and not within the mirror’s reflective field, it should not appear in the reflection — thus maintaining logical temporal consistency by not showing an impossible reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322883"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "As the camera moves along the sink counter, does the reflection update to show different parts of the restroom based on the new viewing angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt describes the camera moving along the sink, capturing reflections of both the soap dispenser and the toilet stall at different points. This implies that the reflection dynamically updates with the camera’s position, ensuring viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322890"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "When the camera is positioned at the third sink, what should be visible in the mirror's reflection?",
+          "options": [
+            "A. The trash can and blue bucket",
+            "B. The ceiling lights and air vents",
+            "C. The gray partition of a toilet stall",
+            "D. The front of the sink counter"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "According to Segment 4 of Level 3, the reflection of a toilet stall is captured in the mirror above the third sink. Given the spatial arrangement, the mirror would reflect the opposite side of the room — the toilet stalls — making this the correct answer.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322907"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "When the camera turns back toward the toilet stalls after focusing on the sink area, does the mirror still show the reflection of the toilet stall?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt notes that during the return sweep, the mirror above the sink reflects the toilet stall again, confirming that even from a different camera orientation, the reflection remains consistent with the physical layout.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322914"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "If the camera were to move closer to the mirror, how should the reflection change?",
+          "options": [
+            "A. The reflection should shrink",
+            "B. The reflection should expand to include more of the surrounding area",
+            "C. The reflection should become blurred",
+            "D. The reflection should disappear"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera approaches the mirror, the field of view increases, allowing more of the room to be reflected. While the prompt doesn't describe such a close-up, physics dictates that proximity affects reflection scope. The prompt consistently describes reflections changing with camera movement, supporting this principle.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322921"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "Does the reflection in the mirror change appropriately as the camera moves from one sink to another?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt describes different reflections appearing at different sinks (e.g., soap dispenser at first sink, toilet stall at third sink), indicating that the reflection updates based on the camera’s position and angle relative to the mirror.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:10:05.322927"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_d75f9a607ebfec618e585d62b591fbedf78d7ef3af6126c6f7d582ea03d03336"
+  },
+  {
+    "task_id": "mem_dl3dv_2e4d41a82a8240c1c0d7205462fa436385760d1cd403d78eae7ae9cb248f9584",
+    "instance_id": "mem_dl3dv_2e4d41a82a8240c1c0d7205462fa436385760d1cd403d78eae7ae9cb248f9584",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_2e4d41a82a8240c1c0d7205462fa436385760d1cd403d78eae7ae9cb248f9584.mp4",
+      "total_frames": 344,
+      "fps": 15.0,
+      "duration_sec": 22.93,
+      "reference_image_path": "inference_img/mem_dl3dv_2e4d41a82a8240c1c0d7205462fa436385760d1cd403d78eae7ae9cb248f9584_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, smooth circular pan around a modern, curved wooden reception desk with a dark blue countertop. The desk is centrally positioned under a white, circular ceiling canopy fitted with recessed lighting and security cameras. Behind the desk, a glass-walled office with light green tiled walls is visible, containing a black office chair and a computer monitor. As the camera moves clockwise, it reveals an orange wall section to the left, adjacent to a seating area with tables and chairs near large windows allowing natural light. Continuing from this view, the camera pans past two labeled trash bins — one gray for 'LANDFILL' and one blue for 'PLASTIC & METAL' — mounted on the wooden paneling beside the reception desk. An illuminated red EXIT sign is visible above a doorway in the background. The ceiling features exposed ductwork and wooden panels that add warmth to the industrial aesthetic. The floor is a dark speckled material, contrasting with the light wood of the desk and surrounding cabinetry. Finally, as the camera completes its arc, it returns to the front of the reception desk, capturing the full spatial layout: the curved desk, the glass office behind, the trash bins, the orange wall, the seating area, and the EXIT sign — all cohesively framed within the open-plan interior space."
+        ],
+        "level_2": [
+          "The video begins with a wide-angle shot slowly panning clockwise around a curved wooden reception desk with a dark blue countertop. Above it, a white circular ceiling canopy houses recessed lights and security cameras. Behind the desk, a glass-walled office with light green tiled walls contains a black office chair and monitor. To the left, an orange wall section is visible, leading toward a seating area with tables and chairs near large windows. The camera continues to reveal part of the wooden ceiling panels and exposed ductwork overhead.",
+          "Continuing from the previous segment, the camera pans further right, bringing into view two labeled trash bins — a gray 'LANDFILL' bin and a blue 'PLASTIC & METAL' bin — mounted on wooden paneling next to the reception desk. In the background, an illuminated red EXIT sign is visible above a doorway. The flooring is dark speckled, contrasting with the warm wood tones of the desk and surrounding walls. The camera movement remains smooth and steady, maintaining the circular trajectory around the central desk.",
+          "Finally, the camera completes its circular pan, returning to face the front of the curved wooden reception desk. The full spatial context is now visible: the glass-walled office behind the desk, the orange wall section to the left, the seating area with tables, the labeled trash bins, the EXIT sign above the doorway, and the combination of wooden ceiling panels and exposed industrial ductwork. The entire scene is brightly lit, with natural light streaming through windows and artificial lighting accentuating architectural details. The video ends with a stable, centered view of the reception area, emphasizing its modern, functional design."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a close-up of the curved wooden reception desk featuring a dark blue countertop. Above it, a white circular ceiling canopy with recessed lights and security cameras is visible. Behind the desk, a glass-walled office with light green tiled walls contains a black office chair and monitor. The camera begins a slow clockwise pan, revealing the left side of the desk and an orange wall section adjacent to a seating area with tables and chairs near large windows. Wooden ceiling panels and exposed ductwork are visible overhead, contributing to the industrial-modern aesthetic.",
+          "20-40%: As the camera continues its clockwise movement, more of the seating area and the edge of the curved desk come into view. The dark speckled floor contrasts with the light wood of the desk and surrounding cabinetry. The lighting remains consistent, blending natural daylight and artificial ceiling fixtures. The camera then reveals two labeled trash bins mounted on wooden paneling beside the reception desk — a gray bin labeled 'LANDFILL' and a blue bin labeled 'PLASTIC & METAL'. The bins are clearly legible and positioned for easy access.",
+          "40-60%: Continuing the circular motion, the camera pans past the trash bins, bringing into focus an illuminated red EXIT sign above a doorway in the background. The doorway leads to another corridor or room, partially visible through glass. The ceiling’s white canopy and lighting remain prominent overhead. The rear portion of the curved reception desk becomes visible again, with the glass-walled office still behind it; the black office chair and monitor reappear in frame, reinforcing the functional use of the space.",
+          "60-80%: As the camera approaches the final quarter of its rotation, the orange wall section reappears on the left, framing the seating area once more. The combination of wood, glass, and metal materials creates a cohesive, contemporary look throughout the space. The camera maintains its smooth, steady arc, capturing the interplay of architectural elements: the curved desk, glass partitions, warm wood tones, and industrial ceiling features including exposed ductwork and wooden panels.",
+          "80-100%: Finally, the camera completes its full 360-degree circular pan, returning to a centered frontal view of the curved wooden reception desk. All key elements — the blue countertop, glass-walled office, trash bins, EXIT sign, orange wall, seating area, and wooden ceiling panels — are simultaneously visible. The scene is brightly lit, with natural light streaming through windows and artificial lighting accentuating architectural details. The video ends with a stable, comprehensive overview of the modern, functional reception area."
+        ],
+        "level_4": [
+          "The video opens with a close-up of the curved wooden reception desk featuring a dark blue countertop. Above it, a white circular ceiling canopy with recessed lights and security cameras is visible. Behind the desk, a glass-walled office with light green tiled walls contains a black office chair and monitor. The camera begins a slow clockwise pan.",
+          "As the camera continues its clockwise movement, the left side of the reception desk comes into view, revealing an orange wall section adjacent to a seating area with tables and chairs near large windows. Wooden ceiling panels and exposed ductwork are visible overhead, adding texture to the industrial-modern aesthetic.",
+          "The camera pans further right, showing more of the seating area and the edge of the curved desk. The dark speckled floor contrasts with the light wood of the desk and surrounding cabinetry. The lighting remains consistent, blending natural daylight and artificial ceiling fixtures.",
+          "Continuing the circular motion, the camera reveals two labeled trash bins mounted on wooden paneling beside the reception desk — a gray bin labeled 'LANDFILL' and a blue bin labeled 'PLASTIC & METAL'. The bins are clearly legible and positioned for easy access.",
+          "The camera pans past the trash bins, bringing into focus an illuminated red EXIT sign above a doorway in the background. The doorway leads to another corridor or room, partially visible through glass. The ceiling’s white canopy and lighting remain prominent overhead.",
+          "Moving further along the arc, the camera captures the rear portion of the curved reception desk, with the glass-walled office still visible behind it. The black office chair and monitor are again in frame, reinforcing the functional use of the space.",
+          "As the camera approaches the final quarter of its rotation, the orange wall section reappears on the left, framing the seating area once more. The combination of wood, glass, and metal materials creates a cohesive, contemporary look throughout the space.",
+          "Finally, the camera completes its full 360-degree circular pan, returning to a centered frontal view of the curved wooden reception desk. All key elements — the blue countertop, glass-walled office, trash bins, EXIT sign, orange wall, seating area, and wooden ceiling panels — are simultaneously visible, concluding the video with a comprehensive overview of the modern reception area."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the EXIT sign still visible above the doorway after the camera completes its circular pan?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "d0b1288356b74cd68dc5ff1eec5d0bb7eee86b7796aad2a61b9640ed79d3be53_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree circular pan around the reception desk?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:14.198987"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which element is visible both at the beginning and end of the video?",
+          "options": [
+            "A. Trash bins",
+            "B. Seating area",
+            "C. Frontal view of the reception desk",
+            "D. EXIT sign"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:14.199022"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the glass-walled office visible multiple times during the pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:14.199034"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What should remain consistent when the orange wall reappears after being occluded?",
+          "options": [
+            "A. Its color and position",
+            "B. The number of chairs",
+            "C. The brightness of the windows",
+            "D. The presence of a logo"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:14.199041"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Are the trash bins initially occluded by the reception desk?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:14.199049"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When the trash bins are revealed again after being out of view, what must remain consistent?",
+          "options": [
+            "A. Their labels and colors",
+            "B. Their position relative to the ceiling",
+            "C. Their size compared to the desk",
+            "D. Their brand name"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:14.199055"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera show the glass-walled office from multiple angles while maintaining its correct position behind the desk?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:14.199062"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "Where should the illuminated red EXIT sign be positioned relative to the doorway?",
+          "options": [
+            "A. Above the doorway",
+            "B. To the left of the doorway",
+            "C. Below the doorway",
+            "D. On the floor near the doorway"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:14.199068"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_2e4d41a82a8240c1c0d7205462fa436385760d1cd403d78eae7ae9cb248f9584"
+  },
+  {
+    "task_id": "mem_dl3dv_3b066a86b1bddaec0252192b42a09c3c315e3dea22146dc6925eba1e1f7b569f",
+    "instance_id": "mem_dl3dv_3b066a86b1bddaec0252192b42a09c3c315e3dea22146dc6925eba1e1f7b569f",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_3b066a86b1bddaec0252192b42a09c3c315e3dea22146dc6925eba1e1f7b569f.mp4",
+      "total_frames": 304,
+      "fps": 15.0,
+      "duration_sec": 20.27,
+      "reference_image_path": "inference_img/mem_dl3dv_3b066a86b1bddaec0252192b42a09c3c315e3dea22146dc6925eba1e1f7b569f_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a low-angle nighttime shot of a large, leafy tree dominating the frame, its trunk thick and textured, rising vertically into darkness. Illuminated leaves glow in patches where ambient light catches them, creating a contrast against the deep blue night sky. In the background, faintly visible building windows emit warm yellow glows, suggesting urban residential structures behind the foliage. As the camera slowly tilts upward, it reveals more of the tree’s canopy, where streetlight glare suddenly bursts into view — a bright, overexposed flare that momentarily washes out parts of the frame, highlighting veins on the leaves and casting long shadows. Continuing from this glare, the camera pans slightly to the right, tracking the curvature of branches while maintaining focus on the interplay between shadowed bark and backlit foliage. The streetlight glare fades as the camera moves past it, revealing more illuminated leaves shimmering gently in the breeze. The tree trunk remains partially visible at the lower left edge throughout, grounding the composition. Finally, the camera completes its upward arc, showing the uppermost branches silhouetted against the night sky, with occasional glimpses of distant building windows still glowing softly in the periphery. The entire sequence maintains a slow, deliberate motion, evoking a quiet, contemplative mood under artificial illumination."
+        ],
+        "level_2": [
+          "The video starts with a low-angle nighttime shot focused on the base of a large tree, its thick trunk rising into the frame. Illuminated leaves catch the light near the top of the frame, while background building windows glow softly in the distance. The camera begins a slow upward tilt, revealing more of the tree’s canopy and the dark sky above. Streetlight glare begins to appear as a bright lens flare, partially obscuring the leaves and casting radiant streaks across the frame.",
+          "Continuing from the initial upward tilt, the camera passes through the peak of the streetlight glare, which now dominates the center of the frame with intense brightness. As the glare subsides, the camera pans slightly right, following the natural curve of the branches. Illuminated leaves reappear in detail, their edges glowing against the darker foliage. The tree trunk remains partially visible on the left side, providing visual continuity. Background building windows are intermittently visible through gaps in the leaves, maintaining the urban context.",
+          "Finally, the camera completes its upward movement, focusing on the highest branches silhouetted against the night sky. The streetlight glare has faded completely, leaving only soft ambient lighting on the remaining illuminated leaves. The tree trunk is no longer visible, replaced by the intricate network of thin branches and sparse foliage. Distant building windows continue to twinkle faintly in the background, reinforcing the serene, nocturnal urban setting. The camera holds steady for the final moments, allowing the viewer to absorb the quiet beauty of the scene."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle nighttime shot centered on a large tree’s trunk, which fills the lower third of the frame. Illuminated leaves glow softly near the top, while background building windows emit a gentle yellow light in the distance. The camera begins a slow upward tilt, initiating the journey through the canopy. Continuing the upward tilt, the camera reveals more of the tree’s dense foliage; illuminated leaves become more prominent, catching stray light from an unseen source. The background building windows remain visible but slightly obscured by branches, and the tree trunk continues to anchor the left side of the frame.",
+          "20-40%: The camera ascends further, bringing the upper canopy into view. A sudden burst of streetlight glare appears in the upper right, washing out part of the frame with intense white light; leaves near the glare shimmer with high contrast, their veins and edges sharply defined. The streetlight glare reaches its peak intensity, dominating the center of the frame and temporarily obscuring details of the leaves. The tree trunk is still partially visible on the lower left, and background building windows flicker briefly through gaps in the foliage, maintaining spatial context.",
+          "40-60%: As the camera moves past the glare, the brightness diminishes, revealing detailed illuminated leaves once again. The camera begins a subtle pan to the right, following the curve of a major branch; the tree trunk recedes slightly from view but remains present at the edge. The pan continues, shifting focus toward the right side of the canopy. Illuminated leaves dance gently in the breeze, their textures and shapes clearly visible under ambient lighting. Background building windows peek through the gaps, reinforcing the urban environment.",
+          "60-80%: The camera completes its upward arc, now focusing on the highest branches; the tree trunk is no longer visible, replaced by thin, silhouetted limbs against the dark sky. Illuminated leaves are sparse but still present, glowing softly in pockets of light. The streetlight glare has vanished entirely. The scene transitions to a more elevated perspective where the intricate network of thin branches and sparse foliage dominates the frame, with distant building windows continuing to twinkle faintly in the background.",
+          "80-100%: Finally, the camera holds steady on the uppermost branches, silhouetted against the night sky. Faint background building windows remain visible in the distance, twinkling subtly. The scene is calm and still, concluding the slow, immersive journey through the illuminated tree canopy under urban night lighting. The entire sequence maintains a deliberate, quiet mood, with the final moments emphasizing the serene nocturnal urban setting."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle nighttime shot centered on a large tree’s trunk, which fills the lower third of the frame. Illuminated leaves glow softly near the top, while background building windows emit a gentle yellow light in the distance. The camera begins a slow upward tilt, initiating the journey through the canopy.",
+          "Part 2/8: Continuing the upward tilt, the camera reveals more of the tree’s dense foliage. Illuminated leaves become more prominent, catching stray light from an unseen source. The background building windows remain visible but slightly obscured by branches. The tree trunk continues to anchor the left side of the frame.",
+          "Part 3/8: The camera ascends further, bringing the upper canopy into view. A sudden burst of streetlight glare appears in the upper right, washing out part of the frame with intense white light. Leaves near the glare shimmer with high contrast, their veins and edges sharply defined.",
+          "Part 4/8: The streetlight glare reaches its peak intensity, dominating the center of the frame and temporarily obscuring details of the leaves. The tree trunk is still partially visible on the lower left. Background building windows flicker briefly through gaps in the foliage, maintaining spatial context.",
+          "Part 5/8: As the camera moves past the glare, the brightness diminishes, revealing detailed illuminated leaves once again. The camera begins a subtle pan to the right, following the curve of a major branch. The tree trunk recedes slightly from view but remains present at the edge.",
+          "Part 6/8: The pan continues, shifting focus toward the right side of the canopy. Illuminated leaves dance gently in the breeze, their textures and shapes clearly visible under ambient lighting. Background building windows peek through the gaps, reinforcing the urban environment.",
+          "Part 7/8: The camera completes its upward arc, now focusing on the highest branches. The tree trunk is no longer visible, replaced by thin, silhouetted limbs against the dark sky. Illuminated leaves are sparse but still present, glowing softly in pockets of light. The streetlight glare has vanished entirely.",
+          "Part 8/8: Finally, the camera holds steady on the uppermost branches, silhouetted against the night sky. Faint background building windows remain visible in the distance, twinkling subtly. The scene is calm and still, concluding the slow, immersive journey through the illuminated tree canopy under urban night lighting."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Does the tree trunk reappear in the lower portion of the frame after the camera tilts back down?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Vertical Perspective Memory",
+          "question_id": "bd6f197e76c8eb45bd408b50fee51763b2d0880c38df051fdb2b15c2996efe77_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the tree trunk remain visible throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:56.878472"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "What happens to the tree trunk as the camera moves upward?",
+          "options": [
+            "A. It grows larger",
+            "B. It remains fully visible",
+            "C. It gradually disappears from view",
+            "D. It reappears later"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:56.878504"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Do the branches maintain consistent curvature across the camera movement?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:56.878516"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "How does the tree’s structure change as the camera ascends?",
+          "options": [
+            "A. From thick trunk to thin branches",
+            "B. From sparse leaves to dense canopy",
+            "C. From dark to brightly lit",
+            "D. From vertical to horizontal"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:56.878523"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Are leaf veins visible before and after the streetlight glare?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:56.878530"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which detail is emphasized in the prompt as important for visual consistency?",
+          "options": [
+            "A. Color of the sky",
+            "B. Veins on leaves",
+            "C. Shape of buildings",
+            "D. Camera speed"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:56.878537"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera move vertically upward throughout the sequence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:56.878545"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What kind of camera motion is primarily used?",
+          "options": [
+            "A. Horizontal pan only",
+            "B. Upward tilt and slight pan",
+            "C. Zoom in and out",
+            "D. Circular orbit"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:56.878551"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Do building windows reappear in the same positions after being occluded?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:56.878558"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "How are background building windows described when visible?",
+          "options": [
+            "A. Bright and uniform",
+            "B. Faintly glowing and intermittent",
+            "C. Completely hidden",
+            "D. Moving"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:29:56.878564"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_3b066a86b1bddaec0252192b42a09c3c315e3dea22146dc6925eba1e1f7b569f"
+  },
+  {
+    "task_id": "mem_dl3dv_8682dff2416536005d41c7d6b54cb77f517de695bcf25314f5ce43023a224188",
+    "instance_id": "mem_dl3dv_8682dff2416536005d41c7d6b54cb77f517de695bcf25314f5ce43023a224188",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_8682dff2416536005d41c7d6b54cb77f517de695bcf25314f5ce43023a224188.mp4",
+      "total_frames": 368,
+      "fps": 15.0,
+      "duration_sec": 24.53,
+      "reference_image_path": "inference_img/mem_dl3dv_8682dff2416536005d41c7d6b54cb77f517de695bcf25314f5ce43023a224188_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle, low-to-the-ground shot of a cozy living room. The camera slowly orbits clockwise around an office chair in the center of the room, which is piled high with pillows and a blanket. The chair has a black mesh back and silver base with wheels. On top of the chair sits a white pillow with red stitching and a sunflower design, then a patterned pillow with multicolored circles, and finally a light blue-gray blanket draped over everything. To the left, a large flat-screen TV on a black stand displays a vibrant cityscape with green trees and skyscrapers. Behind the TV, sheer curtains frame a window. The floor is covered in beige carpeting. As the camera continues its orbit, it reveals a yellow leather sofa against the right wall, adorned with a patterned throw pillow. Further around, another matching yellow leather armchair is visible near a small side table. The walls are decorated with framed pictures and a round wall clock. A tall floor lamp stands near the corner, casting soft ambient light. The camera moves closer to the chair, tilting up to show the texture of the blanket and the layered pillows. Then it dips down for a close-up of the chair’s wheeled base rolling slightly on the carpet, revealing a label on the underside of the seat. Finally, the camera pulls back slightly as the chair rotates gently on its own, completing the full 360-degree view while maintaining focus on the stacked pillows and blanket, with all mandatory landmarks — TV on black stand, yellow leather sofa, TV displaying cityscape, black TV stand, carpeted floor, office chair with stacked pillows, wall-mounted pictures, yellow sofa with patterned pillow, floor lamp, office chair with pillows and blanket — clearly visible throughout."
+        ],
+        "level_2": [
+          "The video opens with a low-angle, wide shot of a living room. The camera begins a slow clockwise orbit around an office chair piled with pillows and a blanket. The chair features a black mesh back and silver five-wheel base. In the background, a large TV on a black stand displays a cityscape with greenery and buildings. To the right, a yellow leather sofa with a patterned pillow is visible. The floor is beige carpet. Wall-mounted pictures line the back wall, and a floor lamp emits warm light. The camera movement reveals more of the room’s layout, including a second yellow armchair and a side table. The scene remains static except for the gentle rotation of the camera around the central chair.",
+          "Continuing from the previous segment, the camera completes its first half-orbit around the office chair. It now focuses more closely on the stacked pillows — one with a sunflower design, another with geometric circles — and the light blue-gray blanket draped over them. The TV still shows the cityscape, and the black TV stand remains visible. The yellow leather sofa appears again, this time from a different angle, emphasizing its texture and the patterned pillow resting on it. The camera tilts downward briefly, capturing the chair’s wheels on the carpet and a glimpse of a label under the seat. The ambient lighting from the floor lamp enhances the cozy atmosphere. The camera maintains smooth motion, preparing to complete the full circle.",
+          "Finally, the camera finishes its 360-degree orbit around the office chair, now showing the rear and side views once more. The blanket and pillows remain undisturbed atop the chair, which subtly rotates on its own. The TV continues to display the cityscape, framed by sheer curtains. The yellow leather sofa and matching armchair are both fully visible, along with the wall-mounted pictures and floor lamp. The beige carpet covers the entire floor, and the black TV stand anchors the left side of the frame. The camera lingers on a final close-up of the chair’s base before pulling back slightly to capture the entire scene in one cohesive, tranquil shot, ensuring all mandatory landmarks are present and clearly depicted."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle, wide shot centered on an office chair piled with pillows and a blanket. The chair has a black mesh back and silver five-wheel base. To the left, a large flat-screen TV on a black stand displays a vibrant cityscape with green trees and skyscrapers. The floor is beige carpet. The camera begins a slow clockwise orbit around the chair, revealing part of a yellow leather sofa to the right with a patterned pillow, wall-mounted pictures behind it, and sheer curtains framing a window behind the TV.",
+          "20-40%: Continuing the orbit, the camera reveals a second yellow leather armchair near a small side table and a tall floor lamp casting soft ambient light in the corner. The beige carpet extends across the entire floor. The office chair remains piled with pillows — one white with red stitching and a sunflower design, another with multicolored circular patterns — and a light blue-gray blanket draped over them. The TV continues to display the cityscape, and the black TV stand remains visible on the left.",
+          "40-60%: Now halfway through the orbit, the camera focuses more closely on the stacked pillows and blanket, tilting upward to show texture details, then dips down for a close-up of the chair’s wheeled base rolling slightly on the carpet. A label is visible on the underside of the seat. The yellow leather sofa and patterned pillow reappear in the background, and the ambient lighting from the floor lamp enhances the cozy atmosphere. The camera maintains smooth motion, preparing to complete the circle.",
+          "60-80%: As the camera continues its clockwise orbit, it captures the rear and side views of the office chair, still laden with pillows and blanket, while the TV screen (displaying the cityscape) comes into view again. Wall-mounted pictures and the floor lamp are visible in the background. The yellow leather sofa and matching armchair are both fully visible, reinforcing the room’s layout and lived-in feel. The camera smoothly transitions toward the final quarter of the orbit.",
+          "80-100%: Finally, the camera completes its 360-degree orbit, returning to a position similar to the start but with a slight upward tilt. The office chair subtly rotates on its own, still piled with pillows and blanket. All mandatory landmarks — TV on black stand, yellow leather sofa with patterned pillow, TV displaying cityscape, black TV stand, beige carpeted floor, office chair with stacked pillows and blanket, wall-mounted pictures, floor lamp, and second yellow armchair — are clearly visible in the final tranquil composition."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle, wide shot centered on an office chair piled with pillows and a blanket. The chair has a black mesh back and silver base with wheels. To the left, a large TV on a black stand displays a cityscape. The floor is beige carpet. The camera begins a slow clockwise orbit around the chair.",
+          "Part 2/8: Continuing the orbit, the camera reveals a yellow leather sofa to the right, adorned with a patterned pillow. Wall-mounted pictures are visible behind the sofa. The TV still shows the cityscape. The camera movement is smooth, maintaining focus on the central chair while gradually exposing more of the room’s layout.",
+          "Part 3/8: The camera moves further around, showing a second yellow leather armchair near a side table. A floor lamp casts soft light in the corner. The beige carpet extends across the entire floor. The office chair remains piled with pillows and a blanket, and the TV continues to display the cityscape on its black stand.",
+          "Part 4/8: Now halfway through the orbit, the camera focuses more closely on the stacked pillows — one with a sunflower motif, another with circular patterns — and the light blue-gray blanket. The TV and black stand remain visible in the background. The camera tilts slightly downward, revealing the chair’s wheels on the carpet.",
+          "Part 5/8: The camera dips lower for a close-up of the chair’s base, showing the silver five-wheel mechanism rolling slightly on the beige carpet. A label is visible on the underside of the seat. The yellow leather sofa and patterned pillow reappear in the background as the camera begins to pull back slightly.",
+          "Part 6/8: As the camera continues its clockwise orbit, it captures the rear view of the office chair, still laden with pillows and blanket. The TV screen, displaying the cityscape, comes into view again. The wall-mounted pictures and floor lamp are visible in the background, reinforcing the cozy, lived-in atmosphere of the room.",
+          "Part 7/8: The camera moves toward the final quarter of the orbit, bringing the yellow leather sofa and patterned pillow back into prominence. The black TV stand and cityscape remain steady in the frame. The camera smoothly transitions, preparing to complete the full 360-degree view while keeping all elements in harmony.",
+          "Part 8/8: Finally, the camera completes its orbit, returning to a position similar to the start but with a slight upward tilt. The office chair, still piled with pillows and blanket, subtly rotates on its own. All mandatory landmarks — TV on black stand, yellow leather sofa, TV displaying cityscape, black TV stand, carpeted floor, office chair with stacked pillows, wall-mounted pictures, yellow sofa with patterned pillow, floor lamp, office chair with pillows and blanket — are clearly visible in the final tranquil composition."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Is the TV displaying a cityscape still visible on the left side when the camera returns to its initial position?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "9df3f288593781fb48d3a9c18c009e606ee33d0deef908fe27802147f3abb8f5_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question": "Is the office chair with stacked pillows consistently present as a central object during the camera’s movement?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| General Spatial Exploration",
+          "question_id": "9df3f288593781fb48d3a9c18c009e606ee33d0deef908fe27802147f3abb8f5_1_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the white pillow with red stitching and sunflower design remain visible and unchanged throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:30:56.634583"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which object is consistently described as having a label on the underside of the seat?",
+          "options": [
+            "A. The yellow leather sofa",
+            "B. The office chair",
+            "C. The TV stand",
+            "D. The floor lamp"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:30:56.634618"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the office chair maintain its five-wheel base structure throughout the camera’s orbit?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:30:56.634630"
+        },
+        {
+          "question_id": "6",
+          "type": "multiple_choice",
+          "question": "What type of base does the office chair have?",
+          "options": [
+            "A. Four-wheel plastic base",
+            "B. Five-wheel silver base",
+            "C. Fixed wooden base",
+            "D. Two-wheel caster base"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:30:56.634637"
+        },
+        {
+          "question_id": "7",
+          "type": "binary",
+          "question": "Is the patterned pillow with multicolored circles visible in multiple segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:30:56.634644"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "Which material is described for the sofa?",
+          "options": [
+            "A. Fabric",
+            "B. Velvet",
+            "C. Leather",
+            "D. Wool"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:30:56.634651"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree orbit around the office chair?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:30:56.634658"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "What happens to the camera’s perspective at the end of the video?",
+          "options": [
+            "A. It zooms in on the TV",
+            "B. It pulls back slightly with a slight upward tilt",
+            "C. It moves downward",
+            "D. It stops abruptly"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:30:56.634665"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the yellow leather sofa reappear after being partially occluded during the orbit?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:30:56.634673"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "Which landmark is mentioned as being visible in both early and late segments?",
+          "options": [
+            "A. Red rug",
+            "B. Blue bookshelf",
+            "C. Wall-mounted pictures",
+            "D. Window blinds"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:30:56.634680"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_8682dff2416536005d41c7d6b54cb77f517de695bcf25314f5ce43023a224188"
+  },
+  {
+    "task_id": "mem_dl3dv_124fd335d679c1328e7c0cd80ce486d8a62c20afae2b6470c275310b682b8093",
+    "instance_id": "mem_dl3dv_124fd335d679c1328e7c0cd80ce486d8a62c20afae2b6470c275310b682b8093",
+    "task_type": "entity_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_dl3dv_124fd335d679c1328e7c0cd80ce486d8a62c20afae2b6470c275310b682b8093.mp4",
+      "total_frames": 354,
+      "fps": 15.0,
+      "duration_sec": 23.6,
+      "reference_image_path": "inference_img/mem_dl3dv_124fd335d679c1328e7c0cd80ce486d8a62c20afae2b6470c275310b682b8093_img.png"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video starts with a wide-angle view of a vibrant, abstract sculpture composed of three stylized human figures — one orange, one yellow, and one blue — mounted on a reflective black circular base. The camera slowly pans clockwise around the sculpture, revealing its glossy, smooth surfaces catching sunlight. In the background, a modern glass building with large windows reflects the surrounding urban environment, including distant skyscrapers under a clear blue sky. Metal barricades line the perimeter of the sculpture’s plaza, separating pedestrians from the artwork. As the camera continues circling, the orange figure appears in dynamic motion, arms outstretched, while the yellow figure leans forward as if mid-stride, and the blue figure stands tall with arms raised triumphantly. The camera tilts up slightly to capture the full height of the sculpture against the cityscape, then tilts down to emphasize the reflective black base mirroring the colorful forms above. Continuing from this perspective, the camera moves behind the sculpture, offering views of the interplay between the figures’ poses and the surrounding architecture — including glimpses of street signs, passing cars, and pedestrians walking near the metal barricades. The modern glass building remains visible throughout, its facade occasionally reflecting the sculpture itself. Finally, the camera completes its orbit, returning to the initial frontal angle but now capturing more detail: the texture of the painted metal, the slight imperfections on the base, and the shadows cast by each figure. The video ends with a slow zoom-in on the blue figure’s raised arms, framed by the glass building and city skyline beyond."
+        ],
+        "level_2": [
+          "The video opens with a wide shot of a colorful abstract sculpture featuring three stylized human figures — orange, yellow, and blue — standing atop a reflective black circular base. The camera begins a slow clockwise pan around the sculpture, revealing its glossy finish and dynamic poses. In the background, a modern glass building with expansive windows reflects the bright blue sky and nearby high-rises. Metal barricades enclose the sculpture’s plaza, creating a defined public space. The orange figure is positioned frontally, arms extended, while the yellow and blue figures flank it, appearing to interact through their angled limbs. The camera movement is smooth, maintaining focus on the sculpture while subtly showcasing the urban context — including trees, sidewalks, and distant traffic.",
+          "Continuing from the initial orbit, the camera now reveals the rear and side profiles of the sculpture. The yellow figure leans forward dynamically, its elongated limbs suggesting motion, while the blue figure stands upright with arms raised high, dominating the vertical axis. The reflective black base mirrors the vivid colors and shapes above, enhancing the visual depth. As the camera pans further, the modern glass building remains prominent in the background, its surface reflecting the sculpture and surrounding cityscape. Metal barricades are consistently visible along the edges of the plaza, reinforcing the sculpture’s placement within a controlled public area. Pedestrians briefly pass by in the distance, adding subtle life to the scene without distracting from the central artwork.",
+          "Finally, the camera completes its 360-degree journey around the sculpture, returning to a frontal viewpoint but now with tighter framing and greater detail. The orange figure’s bold curves and outstretched posture are emphasized, while the blue and yellow figures frame it symmetrically. The reflective black base catches the light and reflections of the figures, creating a layered visual effect. The modern glass building looms behind, its clean lines contrasting with the organic forms of the sculpture. Metal barricades remain visible at the periphery, grounding the scene in an urban plaza setting. The camera slowly zooms in on the blue figure’s raised arms, capturing the interplay of color, form, and reflection before fading out with the sculpture centered against the city skyline."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a low-angle shot of a colorful abstract sculpture featuring three stylized human figures — orange, yellow, and blue — mounted on a reflective black circular base. The camera begins a slow clockwise pan, revealing the glossy surfaces of the figures under bright daylight. Behind them, a modern glass building with large windows reflects the surrounding cityscape. Metal barricades line the edge of the plaza, defining the sculpture’s space. Continuing the clockwise pan, the camera focuses on the orange figure’s dynamic pose — arms outstretched, legs bent — while the yellow figure appears to lean forward beside it. The reflective black base mirrors the vivid colors above. In the background, the modern glass building remains visible, its facade catching glints of sunlight. Metal barricades continue to frame the scene, separating the sculpture from pedestrian walkways.",
+          "20-40%: The camera now reveals the side profile of the sculpture, emphasizing the blue figure’s towering stance with arms raised high. The yellow figure’s elongated limbs create a sense of motion, interacting visually with the orange figure. The reflective black base enhances depth by mirroring the forms. The modern glass building still dominates the backdrop, reflecting the sculpture and distant skyscrapers. Metal barricades remain visible along the plaza’s perimeter. As the camera continues its orbit, the rear view of the sculpture comes into focus. The blue figure’s back is now visible, its arms still raised, while the orange and yellow figures appear intertwined from this angle. The reflective black base captures distorted reflections of the figures and the sky. The modern glass building remains a constant presence, its windows reflecting the urban environment. Metal barricades are still present, guiding pedestrian flow around the artwork.",
+          "40-60%: The camera now pans past the sculpture’s left flank, offering a new perspective where the yellow figure appears to stride forward, its limbs extending dramatically. The orange figure’s curved torso contrasts with the blue figure’s verticality. The reflective black base continues to mirror the scene. In the background, the modern glass building reflects both the sculpture and the bustling city beyond. Metal barricades remain visible, reinforcing the sculpture’s public placement. Continuing the clockwise movement, the camera captures the sculpture from a three-quarter rear angle. The blue figure’s raised arms dominate the upper frame, while the orange and yellow figures appear to support or react to its posture. The reflective black base catches the shifting light and colors. The modern glass building is still visible behind, its reflective surface adding layers to the composition. Metal barricades line the edge of the plaza, subtly guiding viewer attention toward the sculpture.",
+          "60-80%: The camera now approaches the front again, but from a slightly lower angle, emphasizing the sculpture’s scale and the glossy textures of the orange, yellow, and blue figures. The reflective black base mirrors their forms with crisp clarity. The modern glass building frames the scene behind, its clean lines contrasting with the organic shapes of the sculpture. Metal barricades are still visible at the edges, maintaining spatial boundaries around the artwork. The orange figure appears in dynamic motion, arms outstretched, while the yellow figure leans forward as if mid-stride, and the blue figure stands tall with arms raised triumphantly. The camera tilts up slightly to capture the full height of the sculpture against the cityscape, then tilts down to emphasize the reflective black base mirroring the colorful forms above.",
+          "80-100%: Finally, the camera settles into a frontal close-up, focusing on the blue figure’s raised arms and the interplay between all three figures. The reflective black base mirrors their vibrant colors and dynamic poses. The modern glass building looms behind, reflecting the sculpture and the city skyline. Metal barricades remain visible at the periphery. The camera slowly zooms in on the blue figure’s silhouette against the glass facade, ending the video with a tight, detailed shot that emphasizes color, form, and reflection. The video ends with a slow zoom-in on the blue figure’s raised arms, framed by the glass building and city skyline beyond."
+        ],
+        "level_4": [
+          "Part 1/8: The video opens with a low-angle shot of a colorful abstract sculpture featuring three stylized human figures — orange, yellow, and blue — mounted on a reflective black circular base. The camera begins a slow clockwise pan, revealing the glossy surfaces of the figures under bright daylight. Behind them, a modern glass building with large windows reflects the surrounding cityscape. Metal barricades line the edge of the plaza, defining the sculpture’s space.",
+          "Part 2/8: Continuing the clockwise pan, the camera focuses on the orange figure’s dynamic pose — arms outstretched, legs bent — while the yellow figure appears to lean forward beside it. The reflective black base mirrors the vivid colors above. In the background, the modern glass building remains visible, its facade catching glints of sunlight. Metal barricades continue to frame the scene, separating the sculpture from pedestrian walkways.",
+          "Part 3/8: The camera now reveals the side profile of the sculpture, emphasizing the blue figure’s towering stance with arms raised high. The yellow figure’s elongated limbs create a sense of motion, interacting visually with the orange figure. The reflective black base enhances depth by mirroring the forms. The modern glass building still dominates the backdrop, reflecting the sculpture and distant skyscrapers. Metal barricades remain visible along the plaza’s perimeter.",
+          "Part 4/8: As the camera continues its orbit, the rear view of the sculpture comes into focus. The blue figure’s back is now visible, its arms still raised, while the orange and yellow figures appear intertwined from this angle. The reflective black base captures distorted reflections of the figures and the sky. The modern glass building remains a constant presence, its windows reflecting the urban environment. Metal barricades are still present, guiding pedestrian flow around the artwork.",
+          "Part 5/8: The camera now pans past the sculpture’s left flank, offering a new perspective where the yellow figure appears to stride forward, its limbs extending dramatically. The orange figure’s curved torso contrasts with the blue figure’s verticality. The reflective black base continues to mirror the scene. In the background, the modern glass building reflects both the sculpture and the bustling city beyond. Metal barricades remain visible, reinforcing the sculpture’s public placement.",
+          "Part 6/8: Continuing the clockwise movement, the camera captures the sculpture from a three-quarter rear angle. The blue figure’s raised arms dominate the upper frame, while the orange and yellow figures appear to support or react to its posture. The reflective black base catches the shifting light and colors. The modern glass building is still visible behind, its reflective surface adding layers to the composition. Metal barricades line the edge of the plaza, subtly guiding viewer attention toward the sculpture.",
+          "Part 7/8: The camera now approaches the front again, but from a slightly lower angle, emphasizing the sculpture’s scale and the glossy textures of the orange, yellow, and blue figures. The reflective black base mirrors their forms with crisp clarity. The modern glass building frames the scene behind, its clean lines contrasting with the organic shapes of the sculpture. Metal barricades are still visible at the edges, maintaining spatial boundaries around the artwork.",
+          "Part 8/8: Finally, the camera settles into a frontal close-up, focusing on the blue figure’s raised arms and the interplay between all three figures. The reflective black base mirrors their vibrant colors and dynamic poses. The modern glass building looms behind, reflecting the sculpture and the city skyline. Metal barricades remain visible at the periphery. The camera slowly zooms in on the blue figure’s silhouette against the glass facade, ending the video with a tight, detailed shot that emphasizes color, form, and reflection."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question": "Does the orange figure reappear in a similar orientation relative to the modern glass building after the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "d77580a7d20c338a9c9edd0b9a7d1acb8b32c98573d7066c47d3dc3aab0efdb8_0_0",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the orange figure maintain its color and position throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847319"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which figure is described as having arms raised triumphantly?",
+          "options": [
+            "A. Orange figure",
+            "B. Yellow figure",
+            "C. Blue figure",
+            "D. All three figures"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847360"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the blue figure's pose remain upright with arms raised throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847372"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "How is the yellow figure described in Segment 2?",
+          "options": [
+            "A. Standing still",
+            "B. Leaning forward dynamically",
+            "C. Sitting down",
+            "D. Facing backward"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847379"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Are surface textures like glossiness and paint finish described as consistent across the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847387"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "What detail is added in the final segment about the sculpture’s surface?",
+          "options": [
+            "A. Rough texture",
+            "B. Slight imperfections on the base",
+            "C. Metallic sheen only",
+            "D. Matte finish"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847393"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree orbit around the sculpture?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847401"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "At which point does the camera return to the initial frontal view?",
+          "options": [
+            "A. After Segment 4",
+            "B. After Segment 6",
+            "C. At the end of Segment 8",
+            "D. Midway through Segment 5"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847407"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the reflective black base mirror the sculpture’s colors and shapes?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847414"
+        },
+        {
+          "question_id": "11",
+          "type": "multiple_choice",
+          "question": "What is reflected in the modern glass building’s windows?",
+          "options": [
+            "A. Only the sky",
+            "B. The sculpture and surrounding cityscape",
+            "C. The camera operator",
+            "D. Trees and sidewalks only"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847422"
+        },
+        {
+          "question": "Does the orange figure reappear in a similar orientation relative to the modern glass building after the camera completes its rotation?",
+          "answer": "Yes",
+          "type": "binary",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion| Horizontal Loop Memory",
+          "question_id": "12",
+          "options": [
+            "Yes",
+            "No"
+          ]
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the orange figure maintain its color and position throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847319"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Which figure is described as having arms raised triumphantly?",
+          "options": [
+            "A. Orange figure",
+            "B. Yellow figure",
+            "C. Blue figure",
+            "D. All three figures"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847360"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the blue figure's pose remain upright with arms raised throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847372"
+        },
+        {
+          "question_id": "16",
+          "type": "multiple_choice",
+          "question": "How is the yellow figure described in Segment 2?",
+          "options": [
+            "A. Standing still",
+            "B. Leaning forward dynamically",
+            "C. Sitting down",
+            "D. Facing backward"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847379"
+        },
+        {
+          "question_id": "17",
+          "type": "binary",
+          "question": "Are surface textures like glossiness and paint finish described as consistent across the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847387"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "What detail is added in the final segment about the sculpture’s surface?",
+          "options": [
+            "A. Rough texture",
+            "B. Slight imperfections on the base",
+            "C. Metallic sheen only",
+            "D. Matte finish"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847393"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree orbit around the sculpture?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847401"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "At which point does the camera return to the initial frontal view?",
+          "options": [
+            "A. After Segment 4",
+            "B. After Segment 6",
+            "C. At the end of Segment 8",
+            "D. Midway through Segment 5"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847407"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the reflective black base mirror the sculpture’s colors and shapes?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847414"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "What is reflected in the modern glass building’s windows?",
+          "options": [
+            "A. Only the sky",
+            "B. The sculpture and surrounding cityscape",
+            "C. The camera operator",
+            "D. Trees and sidewalks only"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:32:14.847422"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the reflective black base show a mirror image of the orange, yellow, and blue figures when viewed from the front?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt explicitly states that the camera tilts down to emphasize the reflective black base mirroring the colorful forms above, confirming that the reflection includes all three figures.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.516887"
+          }
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "Which objects should be visible in the reflection of the black base when the camera is at the rear of the sculpture?",
+          "options": [
+            "A. The orange figure's back and the glass building",
+            "B. The blue figure's raised arms and the sky",
+            "C. The yellow figure’s forward-leaning pose and the surrounding cityscape",
+            "D. All three figures and parts of the glass building"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The reflective base mirrors the scene above it. At the rear view (Segment 4), all three figures are visible from that angle, and the glass building reflects the cityscape; thus, their reflections should appear on the base.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.516921"
+          }
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Does the modern glass building reflect the sculpture when the camera is positioned on the side of the plaza?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt mentions that the glass building's facade occasionally reflects the sculpture itself, indicating that the sculpture appears in the glass reflections during the pan.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.516931"
+          }
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "What should be reflected in the glass building’s windows when the camera is directly behind the sculpture?",
+          "options": [
+            "A. Only the sky and distant skyscrapers",
+            "B. The full silhouette of the sculpture and the plaza",
+            "C. The metal barricades and pedestrians",
+            "D. The orange figure’s outstretched arms and the blue figure’s raised hands"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "From the rear perspective (Segments 4–6), the sculpture is centered in the frame, so its full form would be visible in the reflective surface of the glass building. The prompt confirms the building reflects both the sculpture and the urban environment.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.516939"
+          }
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "Is the reflection of the blue figure’s raised arms visible in the black base when the camera zooms in on them?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "In Segment 8, the camera focuses on the blue figure’s raised arms while the reflective base is still present. Since the base mirrors the forms above, the arms’ reflection should be visible.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.516945"
+          }
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "When the camera returns to the initial frontal angle in Segment 3 (Level 2) or Segment 7/8 (Level 3), does the reflection in the black base remain consistent with earlier views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt describes returning to the initial frontal angle with more detail but no mention of environmental changes. Therefore, the reflection should remain consistent with earlier frames, showing the same mirrored figures.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.516956"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "If the camera revisits the same position after a full orbit, how should the reflection in the glass building change?",
+          "options": [
+            "A. It should show the same cityscape as before",
+            "B. It should now include pedestrians who were not there earlier",
+            "C. It should reflect the sculpture from a different angle",
+            "D. It should disappear due to lighting changes"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt describes a consistent urban environment throughout. Unless stated otherwise, the reflection in the glass building should remain unchanged if the camera returns to the same position and time of day.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.516968"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Does the reflection in the glass building update when the camera moves from one side of the sculpture to the other?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "As the camera pans around the sculpture, the relative position between the sculpture and the glass building changes. This alters what part of the sculpture is visible in the glass reflection, so the reflection must update accordingly.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.516976"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "When the camera completes its orbit and returns to the starting point, which reflection should be present in the black base?",
+          "options": [
+            "A. A distorted version of the figures due to motion blur",
+            "B. The same clear reflection of the three figures as at the beginning",
+            "C. Only the blue figure, since it dominates the final shot",
+            "D. The reflection of the sky only"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt indicates that the camera returns to the initial frontal angle with greater detail, but the environment remains stable. Thus, the reflection should match the original state, maintaining content consistency over time.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.516983"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Is the reflection of the yellow figure leaning forward visible in the glass building during Segment 2?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "During Segment 2, the yellow figure is described as leaning forward, and the glass building remains prominent. Since the building reflects the sculpture, this dynamic pose should be visible in the reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.516990"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "As the camera moves from the front to the rear of the sculpture, does the reflection in the black base shift to show the back of the figures?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The base reflects whatever is above it. As the camera moves around, the orientation of the figures changes relative to the base, so the reflection should update to show their rear profiles.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.516998"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "When the camera is on the left flank of the sculpture (Segment 5), what should the reflection in the glass building show?",
+          "options": [
+            "A. The right side of the sculpture and the skyline",
+            "B. The left side of the sculpture and the passing cars",
+            "C. The entire sculpture from a frontal angle",
+            "D. Only the orange figure"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "At the left flank, the camera captures the yellow figure striding forward. The glass building, being in the background, would reflect the left side of the sculpture and nearby elements like traffic, consistent with viewpoint geometry.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.517004"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "Does the reflection in the black base change when the camera tilts down from the top of the sculpture?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt specifies that the camera tilts down to emphasize the base’s reflection. This change in angle allows the viewer to see the reflection clearly, meaning the reflection must become visible and correctly oriented.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.517016"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "From a low-angle shot (Segment 1), what should the reflective black base show?",
+          "options": [
+            "A. The underside of the figures",
+            "B. The sky and the tops of the figures",
+            "C. The full forms of the figures and the ground",
+            "D. The legs of the figures and the sidewalk"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "A low-angle shot positions the camera near the base. The reflection should therefore show the lower portions of the figures and the surrounding pavement, consistent with the viewing angle.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.517023"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "When the camera zooms in on the blue figure’s arms, does the reflection in the base also focus on those arms?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The reflection in the base mirrors the scene above. When the camera zooms in on the blue figure’s arms, the base should reflect that same area, showing a close-up of the arms' reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.517029"
+          }
+        },
+        {
+          "question_id": "38",
+          "type": "multiple_choice",
+          "question": "How should the reflection in the glass building change as the camera moves past the sculpture’s left flank?",
+          "options": [
+            "A. It should show the sculpture from the same angle as before",
+            "B. It should reflect the sculpture from a new perspective, including the yellow figure’s stride",
+            "C. It should only reflect the sky",
+            "D. It should show a blurred image due to motion"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory| Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera moves past the left flank, the relative angle between the sculpture and the glass building shifts, so the reflection should update to show the current side view, including the yellow figure’s forward motion.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:12:05.517036"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "_regenerated": true,
+    "_regen_type": "dl3dv_5seg_from_8seg",
+    "category": "spatial_object",
+    "subcategory": "dl3dv",
+    "source_task": "0320",
+    "original_task_id": "mem_dl3dv_124fd335d679c1328e7c0cd80ce486d8a62c20afae2b6470c275310b682b8093"
+  },
+  {
+    "task_id": "mem_mipnerf360_a8f137cd302ac277409b1dcd26e4c8a03d8600bc4f6a80af40c71a5a980a98c5_object",
+    "instance_id": "mem_mipnerf360_a8f137cd302ac277409b1dcd26e4c8a03d8600bc4f6a80af40c71a5a980a98c5",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_mipnerf360_a8f137cd302ac277409b1dcd26e4c8a03d8600bc4f6a80af40c71a5a980a98c5.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A pink and white bonsai tree with a dark wooden base sits on a purple knitted cloth-covered table in a room with a red bicycle and a keyboard in the background."
+        ],
+        "level_2": [
+          "A pink and white bonsai tree is centered on a purple knitted cloth-covered table, with a red bicycle partially visible to the left and a keyboard in the background.",
+          "The scene shifts to show more of the room, revealing a window with natural light, a desk with a computer monitor, and a patterned rug beneath the table.",
+          "The camera moves closer to the bonsai tree, highlighting its intricate branches and vibrant flowers, while the background includes a cardboard box and a door."
+        ],
+        "level_3": [
+          "A pink and white bonsai tree with a dark wooden base is placed on a purple knitted cloth-covered table, with a red bicycle leaning against the wall to the left and a keyboard on a stand behind it.",
+          "The camera pans slightly to the right, showing a window with daylight streaming in, a desk with a computer monitor, and a patterned rug on the wooden floor.",
+          "The view shifts to focus more on the bonsai tree, capturing its detailed branches and blossoms, with a cardboard box and a white door visible in the background.",
+          "The camera angle changes to a lower perspective, emphasizing the texture of the purple cloth and the wooden base of the bonsai tree, with the red bicycle wheel in the foreground.",
+          "The final shot shows the bonsai tree from a slightly elevated angle, with the red bicycle fully visible in the background, resting against the wall, and a few magazines lying on the wooden floor nearby."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the bonsai tree retain its color throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the shape of the bonsai tree consistent across different frames?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Does the bonsai tree maintain its position on the table?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Are there any instances where the bonsai tree appears to be a different object?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the bonsai tree's identity change due to camera movement or reflections?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "mipnerf360_retry",
+    "category": "spatial_object",
+    "subcategory": "mipnerf360",
+    "source_task": "0320",
+    "original_task_id": "mem_mipnerf360_a8f137cd302ac277409b1dcd26e4c8a03d8600bc4f6a80af40c71a5a980a98c5_object"
+  },
+  {
+    "task_id": "mem_mipnerf360_5f84c46d31489bd1a6b57b7c5c8cbc15280e279f8eb03122abd9362ac7333d13_object",
+    "instance_id": "mem_mipnerf360_5f84c46d31489bd1a6b57b7c5c8cbc15280e279f8eb03122abd9362ac7333d13",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_mipnerf360_5f84c46d31489bd1a6b57b7c5c8cbc15280e279f8eb03122abd9362ac7333d13.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video captures a cluttered kitchen countertop made of dark granite, showcasing a variety of objects including metallic stainless steel bowls with reflective surfaces, orange and red apples in a wooden bowl, blue silicone oven mitts with embossed patterns, a yellow '12 British' egg carton featuring the Union Jack logo, a wooden rolling pin with visible grain, a clear plastic water pitcher, cans of 'Napoleon Chopped Chestnuts', a loaf of bread in a clear plastic bag, and various spices and condiments with labels. The camera pans and tilts across the scene, offering different perspectives of the same general area. Throughout the video, the objects maintain their identity, geometric integrity, texture fidelity, semantic correctness, and appearance consistency, even when partially occluded or re-entering the frame."
+        ],
+        "level_2": [
+          "At the beginning, the camera focuses on a section of the dark granite countertop, highlighting a metallic stainless steel bowl, a wooden rolling pin, and a cluster of orange and red apples in a wooden bowl. Blue silicone oven mitts are placed nearby, and a clear plastic water pitcher is visible in the background. As the camera pans to the middle third, it reveals more of the countertop, including a yellow '12 British' egg carton, a loaf of bread in a clear plastic bag, and several cans of 'Napoleon Chopped Chestnuts'. Toward the end, the camera tilts and pans back to the initial area, ensuring all objects maintain their consistent appearance, color, and texture throughout the movement."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a close-up view of the dark granite countertop, focusing on a metallic stainless steel bowl, a wooden rolling pin, and a wooden bowl filled with orange and red apples. A pair of blue silicone oven mitts rests beside the bowl, and a clear plastic water pitcher is visible in the background. The lighting highlights the reflective surface of the bowl and the grain of the rolling pin.",
+          "20-40%: The camera begins to pan to the right, revealing additional items on the countertop, including a yellow '12 British' egg carton with the Union Jack logo, a loaf of bread in a clear plastic bag, and several cans of 'Napoleon Chopped Chestnuts'. The blue silicone oven mitts remain in view, and the camera movement ensures that the textures and colors of these objects are consistently captured.",
+          "40-60%: Continuing its pan, the camera shifts focus to the left side of the countertop, bringing into view more of the metallic stainless steel bowls and the clear plastic water pitcher. The wooden rolling pin is still visible, and the camera angle changes slightly to provide a different perspective of the apples in the wooden bowl. The overall composition remains cluttered but organized, with each object maintaining its distinct appearance.",
+          "60-80%: The camera pans back toward the center and right side of the countertop, re-emphasizing the '12 British' egg carton, the loaf of bread, and the cans of chestnuts. The blue silicone oven mitts are once again prominently featured, and the camera movement ensures that the Union Jack logo on the egg carton and the embossed patterns on the mitts are clearly visible. The lighting remains consistent, highlighting the textures and colors of the objects.",
+          "80-100%: In the final segment, the camera tilts and pans back to the initial area, revisiting the metallic stainless steel bowl, the wooden rolling pin, and the wooden bowl of apples. The blue silicone oven mitts and the clear plastic water pitcher are also brought back into focus. The video concludes by ensuring that all objects have been consistently represented throughout the entire sequence, maintaining their identity, geometric integrity, texture fidelity, and semantic correctness."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the blue silicone oven mitt maintain its color and shape throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the initial view at 0:08s, does the arrangement of objects match the starting frame?",
+          "options": [
+            "A. Perfectly matches",
+            "B. Slight rearrangement",
+            "C. Significant rearrangement",
+            "D. Unrecognizable"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the '12 British' egg carton consistently visible and identifiable from start to finish?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "During the pan to the right, does the loaf of bread in the plastic bag remain in the same relative position?",
+          "options": [
+            "A. It moves out of frame",
+            "B. It remains static",
+            "C. It shifts slightly but stays recognizable",
+            "D. It becomes unidentifiable"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are the apples in the wooden bowl consistently red and orange, without any apparent color change?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the cylindrical shape of the spice jar remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When viewed from different angles, does the rolling pin appear to have the same length and diameter?",
+          "options": [
+            "A. It appears shorter",
+            "B. It appears longer",
+            "C. It appears distorted",
+            "D. It maintains consistent geometry"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is the metallic sheen on the stainless steel bowl consistent across all views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "Does the wooden bowl containing fruits appear to retain its round shape and proportions?",
+          "options": [
+            "A. It appears flattened",
+            "B. It appears stretched",
+            "C. It retains its shape",
+            "D. It appears tilted unnaturally"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are the edges of the baking tray consistently sharp and defined?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Is the embossed pattern on the blue oven mitt clearly visible in all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "Does the Union Jack logo on the egg carton remain sharp and legible?",
+          "options": [
+            "A. It becomes blurry",
+            "B. It is partially obscured",
+            "C. It remains clear",
+            "D. It disappears"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Are the labels on the spice jars and cans consistently readable?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Does the wood grain on the rolling pin remain visible and consistent?",
+          "options": [
+            "A. It is lost in shadow",
+            "B. It is blurred",
+            "C. It remains distinct",
+            "D. It appears smeared"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Is the glossy reflection on the stainless steel bowl consistent across different lighting conditions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When viewing the egg carton from the side, is the '12 British' text still oriented correctly?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "Does the orientation of the 'Napoleon Chopped Chestnuts' can remain upright and readable?",
+          "options": [
+            "A. It appears upside down",
+            "B. It is sideways",
+            "C. It remains upright",
+            "D. It is rotated 90 degrees"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are the fruits in the wooden bowl shown from a natural, front-facing angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "Does the Union Jack logo on the egg carton maintain its correct orientation when viewed from different angles?",
+          "options": [
+            "A. It rotates with the carton",
+            "B. It remains fixed",
+            "C. It becomes mirrored",
+            "D. It disappears"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Is the text on the spice jar legible from all angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "When the loaf of bread is initially shown and then reappears after being occluded, does it look the same?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "After being partially hidden behind other objects, does the '12 British' egg carton regain its full visibility and clarity?",
+          "options": [
+            "A. It is less clear",
+            "B. It is more clear",
+            "C. It regains full clarity",
+            "D. It is unrecognizable"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the blue oven mitt maintain its appearance when it moves in and out of the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "When the stainless steel bowl is partially covered by another object and then uncovered, is its reflective surface consistent?",
+          "options": [
+            "A. It appears duller",
+            "B. It appears shinier",
+            "C. It remains consistent",
+            "D. It changes color"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Are the apples in the wooden bowl consistently visible and unchanged when they reappear after being occluded?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the metallic stainless steel bowl maintain its identity when it reappears in Segment 5?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:15.107187"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which object must retain its identity across multiple segments due to repeated appearance?",
+          "options": [
+            "A. Wooden rolling pin",
+            "B. Clear plastic water pitcher",
+            "C. Blue silicone oven mitts",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:15.107221"
+        },
+        {
+          "question_id": "28",
+          "type": "multiple_choice",
+          "question": "What aspect of the stainless steel bowl must remain unchanged during camera movement?",
+          "options": [
+            "A. Reflective surface",
+            "B. Color",
+            "C. Shape and proportions",
+            "D. Position"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:15.107240"
+        },
+        {
+          "question_id": "29",
+          "type": "binary",
+          "question": "Are the embossed patterns on the blue silicone oven mitts required to be consistently visible when they reappear?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:15.107248"
+        },
+        {
+          "question_id": "30",
+          "type": "multiple_choice",
+          "question": "Which texture detail is explicitly mentioned as needing consistency?",
+          "options": [
+            "A. Grain of the rolling pin",
+            "B. Logo on the egg carton",
+            "C. Reflection on the bowl",
+            "D. All of the above"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:15.107255"
+        },
+        {
+          "question_id": "31",
+          "type": "binary",
+          "question": "When the loaf of bread re-enters the frame in Segment 4, must it appear identical to its first appearance?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:15.107261"
+        },
+        {
+          "question_id": "32",
+          "type": "multiple_choice",
+          "question": "What happens to an object when it is occluded and then reappears?",
+          "options": [
+            "A. It may change color",
+            "B. It must recover its original appearance",
+            "C. It can be replaced",
+            "D. It disappears permanently"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:15.107267"
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "Does the camera move back along the same path during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:15.107274"
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "What type of memory is required when the camera returns to the initial area?",
+          "options": [
+            "A. Horizontal loop memory",
+            "B. Path retracing memory",
+            "C. Zoom memory",
+            "D. Vertical perspective memory"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:15.107280"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "mipnerf360",
+    "source_task": "0320",
+    "original_task_id": "mem_mipnerf360_5f84c46d31489bd1a6b57b7c5c8cbc15280e279f8eb03122abd9362ac7333d13_object"
+  },
+  {
+    "task_id": "mem_mipnerf360_575f06997f088dc5824bec5a960459303edd0154e65b3594e29810380ac7ea50_object",
+    "instance_id": "mem_mipnerf360_575f06997f088dc5824bec5a960459303edd0154e65b3594e29810380ac7ea50",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_mipnerf360_575f06997f088dc5824bec5a960459303edd0154e65b3594e29810380ac7ea50.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A circular wooden table with radial slats and a central metal ring sits on a hexagonal stone pavement in a lush garden. A rustic vase filled with dried leaves is placed at the center of the table. The camera slowly pans around the table, capturing it from various angles while maintaining focus on the table's design and the surrounding greenery."
+        ],
+        "level_2": [
+          "The scene opens with a view of the circular wooden table from a slightly elevated angle, showcasing its radial slat design and the central vase with dried leaves. The camera begins to pan to the right, revealing more of the garden's background, including brick walls covered in ivy and various plants. The hexagonal stone pavement beneath the table remains consistent as the camera moves.",
+          "As the camera continues its pan, the focus shifts to the left side of the table, providing a closer look at the intricate details of the wooden slats and the central metal ring. The surrounding garden becomes more prominent, with different types of foliage and a glimpse of a house in the distance. The vase with dried leaves remains a central point of interest.",
+          "The camera completes its pan, offering a top-down view of the table. The radial slats are clearly visible, converging towards the central vase. The hexagonal stone pavement is fully in view, and the garden's greenery surrounds the table, creating a serene and natural setting. The dried leaves in the vase add a touch of rustic charm."
+        ],
+        "level_3": [
+          "The video begins with a close-up of the circular wooden table, highlighting its radial slat design and the central metal ring. A rustic vase containing dried leaves sits prominently in the center. The table is placed on a hexagonal stone pavement, surrounded by lush green grass and various plants. The camera starts to pan slowly to the right, revealing a brick wall covered in ivy and a glimpse of a house in the background.",
+          "As the camera continues its pan, it captures the left side of the table, emphasizing the detailed craftsmanship of the wooden slats and the central metal ring. The surrounding garden becomes more visible, with different types of foliage and a small fence in the distance. The vase with dried leaves remains a focal point, adding a natural element to the scene.",
+          "The camera movement progresses, providing a more comprehensive view of the garden. The table's design is showcased from multiple angles, with the radial slats converging towards the central vase. The hexagonal stone pavement beneath the table is fully visible, and the garden's greenery frames the scene beautifully. The dried leaves in the vase continue to add a rustic touch.",
+          "The camera completes its pan, offering a top-down perspective of the table. The radial slats are clearly defined, leading the eye towards the central vase. The hexagonal stone pavement is prominently displayed, and the garden's lush greenery surrounds the table, creating a tranquil and inviting atmosphere. The dried leaves in the vase remain a constant element, enhancing the natural aesthetic.",
+          "The final shot focuses on the table from directly above, capturing the intricate details of the wooden slats and the central metal ring. The vase with dried leaves is centered, and the hexagonal stone pavement is fully in view. The surrounding garden, with its diverse plant life, completes the serene setting. The camera remains steady, allowing the viewer to appreciate the table's design and the peaceful garden environment."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Is the circular wooden table consistently identifiable across different camera views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the central vase with dried leaves maintain its identity and position on the table?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are there any distortions in the geometric integrity of the table from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Do the surface details of the table and vase remain consistent across all views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are the views from different angles semantically correct and do they accurately represent the main object?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "mipnerf360_full_regen",
+    "category": "spatial_object",
+    "subcategory": "mipnerf360",
+    "source_task": "0320",
+    "original_task_id": "mem_mipnerf360_575f06997f088dc5824bec5a960459303edd0154e65b3594e29810380ac7ea50_object"
+  },
+  {
+    "task_id": "mem_mipnerf360_5f84c46d31489bd1a6b57b7c5c8cbc15280e279f8eb03122abd9362ac7333d13_spatial",
+    "instance_id": "mem_mipnerf360_5f84c46d31489bd1a6b57b7c5c8cbc15280e279f8eb03122abd9362ac7333d13",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_mipnerf360_5f84c46d31489bd1a6b57b7c5c8cbc15280e279f8eb03122abd9362ac7333d13.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video captures a dynamic exploration of a cluttered kitchen countertop, showcasing various food items and appliances such as metal mixing bowls, butternut squash, blue oven mitts, an egg carton, and a blender. The camera performs a horizontal loop-like motion, panning and tilting across the scene while occasionally zooming in and out. As it retraces its path, the video revisits similar areas of the countertop, allowing for consistency checks on object positions and spatial relationships. Background elements, including cabinets and a window view, are intermittently revealed and re-entered as the camera moves, requiring attention to environmental continuity."
+        ],
+        "level_2": [
+          "At the beginning, the camera focuses on the left side of the countertop, highlighting a large metal mixing bowl, butternut squash, and a blue oven mitt. It then pans rightward, revealing more items like an egg carton, a bag of chips, and a blender. In the middle, the camera continues its horizontal movement, exploring the center and right sections of the countertop, including a wooden bowl with fruits and a can of soda. Toward the end, the camera retraces its path, revisiting earlier areas and providing a comprehensive overview of the entire countertop, ensuring spatial and environmental consistency."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a close-up view of the left side of the countertop, focusing on a large metal mixing bowl, several butternut squashes, and a blue oven mitt. The camera begins its horizontal pan to the right, capturing the initial layout of the scene.",
+          "20-40%: As the camera continues its pan, it reveals more items on the countertop, including an egg carton, a bag of chips, and a blender. The focus shifts toward the center of the countertop, showcasing additional objects like a wooden bowl with fruits and a can of soda.",
+          "40-60%: The camera reaches the right side of the countertop, displaying a variety of items such as a loaf of bread in a plastic bag, a knife, and a bag of pasta. It then begins to retrace its path, moving back toward the left side of the countertop.",
+          "60-80%: The camera retraces its earlier path, revisiting the center and left sections of the countertop. It captures the same objects from slightly different angles, emphasizing the consistency of their positions and the overall layout of the scene.",
+          "80-100%: Toward the end, the camera completes its loop by returning to the starting point on the left side of the countertop. It provides a final overview of the entire scene, ensuring that all spatial relationships and background elements remain consistent with the earlier views."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera revisit the initial view of the metal mixing bowl and butternut squash after panning away?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What is the primary direction of camera movement during the first few seconds?",
+          "options": [
+            "A. Clockwise horizontal pan",
+            "B. Counter-clockwise horizontal pan",
+            "C. Vertical tilt only",
+            "D. Zigzag pattern"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is there evidence of the camera completing a full 360-degree horizontal rotation around the central area of the countertop?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "After the initial pan, which object reappears in the frame as the camera returns to a previous angle?",
+          "options": [
+            "A. The blue oven mitts",
+            "B. The egg carton",
+            "C. The blender",
+            "D. The fruit bowl"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the relative position of the butternut squash and the metal bowl remain consistent when the camera revisits that area?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "When the camera retraces its path, do the objects on the countertop appear in the same relative positions as before?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which object is consistently visible in the foreground during multiple camera retracements?",
+          "options": [
+            "A. The rolling pin",
+            "B. The blue oven mitts",
+            "C. The egg carton",
+            "D. The fruit bowl"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera return to the exact same viewpoint after panning left and then right?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "During the camera's retraced path, what remains constant in terms of object visibility?",
+          "options": [
+            "A. The presence of the blender",
+            "B. The presence of the blue oven mitts",
+            "C. The presence of the egg carton",
+            "D. The presence of the fruit bowl"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are there any noticeable changes in the arrangement of items on the countertop between the first and subsequent views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "When the camera re-enters the background area previously seen on the left side of the frame, are the wooden cabinets and stove still visible and unchanged?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "What remains consistent in the background when the camera revisits the area behind the fruit bowl?",
+          "options": [
+            "A. The potted plant",
+            "B. The kitchen utensils",
+            "C. The window view",
+            "D. The stove and cabinets"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Is the reflection of the kitchen appliances in the glass surface consistent when the camera revisits the same area?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Which background element re-enters the frame and remains visually consistent upon re-entry?",
+          "options": [
+            "A. The blue oven mitts",
+            "B. The egg carton",
+            "C. The kitchen cabinets",
+            "D. The fruit bowl"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the lighting and shadow pattern on the countertop remain consistent when the camera revisits the same area?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When the camera zooms in on the fruit bowl, do the fruits appear larger but maintain their relative proportions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "After zooming out from the countertop, do the objects appear smaller but retain their original spatial relationships?",
+          "options": [
+            "A. Yes",
+            "B. No",
+            "C. Partially",
+            "D. It depends on the object"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Does the size of the blue oven mitts appear consistent when viewed from different zoom levels?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "When the camera zooms in on the egg carton, does it appear disproportionately large compared to other nearby objects?",
+          "options": [
+            "A. Yes",
+            "B. No",
+            "C. Slightly",
+            "D. It depends on the zoom level"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Is there any evidence of distortion or inconsistent scaling when the camera transitions between zoom levels?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "mipnerf360",
+    "source_task": "0320",
+    "original_task_id": "mem_mipnerf360_5f84c46d31489bd1a6b57b7c5c8cbc15280e279f8eb03122abd9362ac7333d13_spatial"
+  },
+  {
+    "task_id": "mem_tnt_5c230d78880b8c91f83954320759a4299ec025506ae677331c26e6220c455d3f_object",
+    "instance_id": "mem_tnt_5c230d78880b8c91f83954320759a4299ec025506ae677331c26e6220c455d3f",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_5c230d78880b8c91f83954320759a4299ec025506ae677331c26e6220c455d3f.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A camera slowly orbits around a bronze family statue situated in a serene campus courtyard. The statue, featuring a kneeling man reaching up to a standing woman holding a child, is crafted with detailed drapery and exhibits a dark bronze color with greenish patina on certain areas. The base of the statue bears inscriptions: 'IN CELEBRATION OF FAMILY' and the names 'Louis and Dorina Bruteau'. As the camera moves, various perspectives highlight the emotional bond depicted in the statue's pose, while the background reveals a well-maintained environment with brick pathways, wooden benches, lush green hedges, palm trees, and distant buildings. Pedestrians occasionally walk by, adding life to the tranquil setting."
+        ],
+        "level_2": [
+          "The video begins with a close-up view of the bronze family statue, focusing on the intricate details of the figures—a kneeling man, a standing woman holding a child, and their expressive poses. The camera starts its orbit from the side, gradually revealing more of the circular courtyard, including wooden benches, manicured hedges, and a tall palm tree. As the camera continues its movement, the full base of the statue comes into view, displaying the inscriptions 'IN CELEBRATION OF FAMILY' and the names 'Louis and Dorina Bruteau'. The middle portion of the video showcases the statue from multiple angles, emphasizing the texture of the bronze and the emotional depth of the scene, with the background transitioning from a building entrance to open green spaces and pathways.",
+          "In the middle section, the camera has completed half of its orbit around the statue, now showing it from the opposite side. The focus remains on the statue's detailed craftsmanship, particularly the flowing robes and the tender interaction between the figures. The background features a mix of architectural elements, including a building with large windows and a red-tiled roof, as well as more greenery and additional benches. The camera continues to move smoothly, maintaining a steady pace that allows viewers to appreciate the statue's form and the surrounding environment. Pedestrians can be seen walking along the pathways in the distance, contributing to the sense of a living, breathing space.",
+          "Toward the end of the video, the camera completes its full orbit, returning to the initial viewpoint near the building entrance. The final perspective offers a comprehensive view of the statue, highlighting both the front and back details, including the inscriptions on the base. The surrounding area is shown in its entirety, with the brick-paved courtyard, benches, and lush landscaping creating a harmonious setting. The video concludes with a lingering shot of the statue, capturing the interplay of light and shadow on its surface, and the peaceful ambiance of the campus environment."
+        ],
+        "level_3": [
+          "The video opens with a close-up of the bronze family statue, capturing the kneeling man, standing woman, and child in a moment of familial connection. The camera begins its slow orbit from the left side, revealing the circular courtyard with wooden benches, a tall palm tree, and neatly trimmed hedges. The initial angle emphasizes the statue's detailed drapery and the greenish patina on the bronze, while the background shows a building entrance with large glass windows.",
+          "As the camera moves to the right, it continues its orbit, showcasing the statue from different angles. The middle section focuses on the base of the statue, where the inscriptions 'IN CELEBRATION OF FAMILY' and 'Louis and Dorina Bruteau' are clearly visible. The background transitions to include more greenery, a pathway, and distant buildings with red-tiled roofs. The smooth camera movement allows for a continuous appreciation of the statue's texture and the serene campus setting.",
+          "The camera continues its orbit, now showing the statue from the rear, highlighting the flowing robes and the tender pose of the figures. The background features a mix of architectural elements, including a building with large windows and a red-tiled roof, as well as more greenery and additional benches. The camera maintains a steady pace, ensuring that the viewer can fully appreciate the statue's form and the surrounding environment.",
+          "As the camera completes its orbit, it returns to the initial viewpoint near the building entrance. The final segment focuses on the front of the statue, capturing the interplay of light and shadow on its surface. The surrounding area is shown in its entirety, with the brick-paved courtyard, benches, and lush landscaping creating a harmonious setting. Pedestrians can be seen walking along the pathways in the distance, adding life to the tranquil scene.",
+          "The video concludes with a lingering shot of the statue, capturing the emotional depth of the scene and the peaceful ambiance of the campus environment. The final perspective offers a comprehensive view of the statue, highlighting both the front and back details, including the inscriptions on the base. The surrounding area is shown in its entirety, with the brick-paved courtyard, benches, and lush landscaping creating a harmonious setting."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the statue retain its recognizable form (three human figures in specific poses) from all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "When viewed from directly behind, does the statue still represent the same family group (man, woman, child)?",
+          "options": [
+            "A. Yes, the forms are clearly distinguishable",
+            "B. No, the forms merge into an indistinct shape",
+            "C. The child is no longer visible",
+            "D. The man and woman switch positions"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the inscriptions on the base consistently legible from all viewing angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "From the side view, can you still identify the statue as the same object shown from the front?",
+          "options": [
+            "A. Yes, the proportions and poses are consistent",
+            "B. No, the perspective makes it look like a different statue",
+            "C. The child figure is missing",
+            "D. The man appears to be standing"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the overall color and patina of the bronze remain consistent across different lighting conditions and angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the statue's form appear warped or stretched at any point during the camera movement?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When the camera is closest to the statue, do the proportions of the figures (man, woman, child) appear accurate?",
+          "options": [
+            "A. Yes, they are proportionally correct",
+            "B. No, the figures appear disproportionate",
+            "C. The child looks disproportionately large",
+            "D. The man appears unnaturally tall"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is there any evidence of the statue's geometry being altered by the camera movement (e.g., fisheye effect distorting the shapes)?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "From the 360-degree orbit, does the statue's three-dimensional form remain stable and correctly represented?",
+          "options": [
+            "A. Yes, the form is consistently stable",
+            "B. No, the form appears inconsistent from different sides",
+            "C. The child figure disappears at certain angles",
+            "D. The woman's figure becomes unrecognizable"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the statue's base remain level and properly oriented throughout the camera movement?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Are the details in the drapery of the clothing (folds, creases) consistently visible and sharp from all angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When viewing the inscriptions on the base from different angles, are the letters consistently clear and readable?",
+          "options": [
+            "A. Yes, the text remains sharp and legible",
+            "B. No, the text becomes blurry or unreadable",
+            "C. The text is only clear from the front",
+            "D. The text appears reversed"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the greenish patina on the bronze surface appear consistently across different parts of the statue?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "As the camera moves closer to the statue, do the fine textures (e.g., hair, fabric folds) become more detailed and sharper?",
+          "options": [
+            "A. Yes, finer details are revealed",
+            "B. No, the details become less distinct",
+            "C. The texture appears smoothed out",
+            "D. The texture becomes artificially enhanced"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Are there any instances where the statue's surface texture appears inconsistent or distorted due to camera movement?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When viewed from behind, does the statue still depict a mother, father, and child, or does it appear as a different scene?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "From the side view, is the child positioned between the man and woman, or does it appear separately?",
+          "options": [
+            "A. The child is between them, maintaining the family grouping",
+            "B. The child appears separate from the couple",
+            "C. The child is no longer visible",
+            "D. The child switches places with the man"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Does the statue ever show a part of the object that contradicts its known structure (e.g., a second face on the back)?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "When viewed from below, does the statue maintain the correct orientation of the figures (e.g., the man is still kneeling)?",
+          "options": [
+            "A. Yes, the orientation is semantically correct",
+            "B. No, the figures appear inverted",
+            "C. The man appears standing",
+            "D. The child is upside down"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Are the relative positions of the figures (man kneeling, woman standing, child held) preserved from all angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the statue consistently depict a kneeling man, standing woman, and child throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:44.425561"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which figures are consistently present in all segments of the video?",
+          "options": [
+            "A. A man, woman, and child",
+            "B. Two men and a child",
+            "C. A woman and two children",
+            "D. Three adults"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:44.425584"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Is the greenish patina on the bronze statue visible and consistent across multiple angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:44.425591"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "What detail is emphasized as remaining consistent across views?",
+          "options": [
+            "A. The color of the sky",
+            "B. The texture of the drapery",
+            "C. The size of the benches",
+            "D. The number of pedestrians"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:44.425596"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Are the emotional expressions and interactions between the figures preserved across different camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:44.425600"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the camera complete a full orbit and return to the initial viewpoint?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:44.425605"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Where does the camera start and end its orbit?",
+          "options": [
+            "A. Near the building entrance",
+            "B. At the back of the statue",
+            "C. By the palm tree",
+            "D. In front of a bench"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:44.425609"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Do background elements like the building entrance and palm tree reappear consistently when the camera returns to the starting point?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:44.425613"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "Which background feature is consistently shown at both the beginning and end of the video?",
+          "options": [
+            "A. Red-tiled roof",
+            "B. Building entrance with glass windows",
+            "C. Wooden bench",
+            "D. Child playing"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:33:44.425617"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_5c230d78880b8c91f83954320759a4299ec025506ae677331c26e6220c455d3f_object"
+  },
+  {
+    "task_id": "mem_tnt_347b192573971cc541124018fe08d0198d80de2b7133ef1be6bf93a51771450e_object",
+    "instance_id": "mem_tnt_347b192573971cc541124018fe08d0198d80de2b7133ef1be6bf93a51771450e",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_347b192573971cc541124018fe08d0198d80de2b7133ef1be6bf93a51771450e.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A dynamic video showcasing a large, dark metallic bronze horse statue in a rearing pose, with its front left leg raised and detailed mane and tail. The statue is mounted on a light beige rectangular pedestal featuring a plaque with text. The camera smoothly orbits around the statue, capturing it from various angles against a backdrop of a well-maintained campus-like setting with green lawns, palm trees, modern buildings, and a visible street with parked cars and pedestrians. The reflective surface of the bronze captures the surrounding environment, emphasizing texture fidelity and geometric integrity as the viewpoint changes."
+        ],
+        "level_2": [
+          "The video opens with a close-up view of the bronze horse statue, highlighting its rearing pose and intricate details such as the flowing mane and muscular anatomy. The camera begins to pan around the statue, revealing the light beige pedestal with a plaque inscribed with text. As the orbit continues, the background comes into view, showcasing a serene campus environment with lush green grass, tall palm trees, and modern architectural buildings. The reflective bronze surface mirrors the surroundings, maintaining consistent identity and texture throughout the movement.",
+          "In the middle section, the camera continues its smooth circular motion around the statue, offering a comprehensive view of its dynamic form from multiple perspectives. The focus remains on the statue's geometric integrity, ensuring that its proportions and shape remain consistent despite the changing angles. The background reveals more of the campus setting, including pathways, additional greenery, and distant buildings, all while the reflective quality of the bronze continues to capture the light and details of the environment.",
+          "Toward the end, the camera completes its orbit, returning to a view similar to the opening shot but from a slightly different angle. The full context of the statue's placement within the campus is now clear, with the street, parked cars, and pedestrians visible in the distance. The video emphasizes the statue's identity persistence, with the reflective surface consistently capturing the vibrant surroundings. The final frames provide a lingering appreciation of the statue's artistry and its harmonious integration into the environment."
+        ],
+        "level_3": [
+          "The video begins with a close-up of the bronze horse statue, focusing on its rearing pose and detailed features like the mane and tail. The camera starts to pan, revealing the light beige pedestal with a plaque. The initial movement sets the stage for the exploration of the statue's reflective surface and the surrounding campus environment, which includes green lawns and palm trees.",
+          "As the camera continues to move, it captures the statue from various angles, emphasizing its geometric integrity and the consistency of its shape. The background becomes more visible, showing modern buildings and pathways within the campus. The reflective bronze surface mirrors the environment, maintaining texture fidelity and providing a dynamic interplay of light and shadow.",
+          "The camera further orbits around the statue, offering a comprehensive view of its form and the surrounding area. The focus remains on the statue's identity persistence, with the reflective surface continuously capturing the details of the environment. The background reveals more of the campus, including additional greenery and distant buildings, enhancing the sense of place.",
+          "In the next phase, the camera completes its circular motion, bringing the viewer closer to the statue once again. The full context of the statue's placement within the campus is now evident, with the street, parked cars, and pedestrians visible in the distance. The reflective quality of the bronze continues to highlight the vibrant surroundings, ensuring a cohesive visual experience.",
+          "The video concludes with a final orbit around the statue, returning to a view similar to the opening shot but from a slightly different angle. The complete appreciation of the statue's artistry and its harmonious integration into the environment is emphasized, with the reflective surface consistently capturing the light and details of the surroundings. The final frames leave a lasting impression of the statue's dynamic presence and the serene campus setting."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the statue retain its dark metallic bronze appearance from all viewing angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "When viewed from directly behind, does the statue still clearly represent a horse?",
+          "options": [
+            "A. Yes, showing the back of the horse",
+            "B. No, it looks like a different animal",
+            "C. It's unrecognizable",
+            "D. Only the front is visible"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the rearing pose of the horse consistent across all camera movements?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "When the camera zooms in closely on the front of the statue, are the details of the mane and facial features sharp and clear?",
+          "options": [
+            "A. Very sharp and clear",
+            "B. Slightly blurred",
+            "C. Indistinct",
+            "D. Unrecognizable"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the statue appear to have the same physical properties (e.g., solidity, reflective surface) when viewed from close-up versus far away?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the horse's body appear proportionally correct from all angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When the camera is very close to the side of the statue, does the horse's form look stretched or warped?",
+          "options": [
+            "A. Yes, it appears stretched",
+            "B. No, it maintains its proportions",
+            "C. It's too blurry to tell",
+            "D. It looks like a different object"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is the rearing posture of the horse maintained without any apparent deformation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "From a low-angle shot looking up at the horse, does the structure of the statue appear stable and intact?",
+          "options": [
+            "A. Yes, perfectly stable",
+            "B. No, it seems unstable",
+            "C. It's unclear",
+            "D. It appears to be breaking apart"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the statue's base (the pedestal) maintain its rectangular shape and position relative to the horse throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Are the reflections on the statue's surface consistent with its metallic material?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When the camera is closest to the statue, are the fine details of the horse's mane and tail visible?",
+          "options": [
+            "A. Yes, very detailed",
+            "B. No, they are smoothed out",
+            "C. They are indistinct",
+            "D. They are missing"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Is the plaque on the front of the pedestal consistently readable from different distances?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "As the camera moves, do the highlights and shadows on the statue's surface change smoothly without artifacts?",
+          "options": [
+            "A. Yes, naturally",
+            "B. No, there are unnatural artifacts",
+            "C. The texture becomes washed out",
+            "D. The texture becomes overly dark"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the overall reflective quality of the bronze material remain consistent across all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "From the rear view, does the object still clearly represent the back of a horse?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "When viewed from the side, does the statue resemble a horse in profile?",
+          "options": [
+            "A. Yes, perfectly",
+            "B. No, it looks like a camel",
+            "C. It's ambiguous",
+            "D. It looks like a human figure"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Is the statue never shown from an angle that makes it look like a completely different animal or object?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "When the camera is directly above the statue, what does it predominantly show?",
+          "options": [
+            "A. The top of the horse's head and mane",
+            "B. The underside of the horse",
+            "C. A bird's-eye view of the pedestal",
+            "D. A flat, two-dimensional shape"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Does the statue ever appear to have a second face or multiple faces when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the prompt require the horse statue to maintain its identity across all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:09.524940"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the requirement for the horse statue's identity?",
+          "options": [
+            "A. It should change appearance based on lighting",
+            "B. It should remain visually consistent across views",
+            "C. It should morph into another object",
+            "D. It should disappear when occluded"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:09.524975"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Is it required that the horse statue maintains correct proportions during the camera orbit?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:09.524987"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "What aspect of the statue must remain stable during the camera movement?",
+          "options": [
+            "A. Its color",
+            "B. Its size relative to background",
+            "C. Its geometric structure",
+            "D. Its reflection only"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:09.524994"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Must the intricate details of the horse's mane and tail remain visible and consistent?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:09.525002"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the camera complete a full orbit and return to a view similar to the start?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:09.525010"
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "When the camera returns to a previous angle, must the background remain consistent?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:09.525031"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Does the reflective surface of the bronze horse statue show the surrounding campus environment, including palm trees, buildings, and green lawns?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt explicitly states that the reflective bronze surface mirrors the surroundings, capturing details of the environment such as palm trees, modern buildings, and green lawns, indicating content consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517670"
+          }
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "Which of the following objects should be visible in the reflection of the bronze horse statue when the camera is positioned on the side facing the street?",
+          "options": [
+            "A. The plaque on the pedestal",
+            "B. Pedestrians and parked cars",
+            "C. The rear legs of the horse",
+            "D. The sky above the statue"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "When the camera faces the side toward the street, the reflection should include elements from that direction—pedestrians and parked cars—as described in Segment 3 and Level 2/3 prompts. The plaque and rear legs are not in the reflected field of view from that angle.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517705"
+          }
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Is the reflection of the modern buildings visible when the camera orbits to the side of the statue facing those structures?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "As the camera moves around the statue, it reveals modern buildings in the background (Segment 2), and the prompt emphasizes that the reflective surface captures the environment. Therefore, the buildings should appear in the reflection when facing them.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517722"
+          }
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "What should be reflected in the statue’s surface when the camera is directly behind the horse, looking forward?",
+          "options": [
+            "A. The back of the pedestal and the plaque",
+            "B. The front of the horse and the approaching path",
+            "C. The distant buildings and palm trees",
+            "D. The camera operator"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "From behind the horse, the reflection would logically show the front of the statue and the forward-facing environment, such as the path leading up to it. The plaque is on the front face of the pedestal, so it wouldn't be visible from behind. The reflection must align with the actual spatial orientation.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517730"
+          }
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Does the reflection include pedestrians and parked cars only when they are visible in the actual scene?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt describes pedestrians and cars appearing in the distance during later segments. Since reflections must mirror real-world visibility, these objects should only appear in the reflection when they are actually present in the scene.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517736"
+          }
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "When the camera returns to a view similar to the opening shot in Segment 5, does the reflection still show the same environmental elements as seen at the beginning?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt notes that the final frames return to a view similar to the opening but from a slightly different angle. Since the environment remains consistent across time, the reflection should also remain temporally consistent unless the scene changes.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517765"
+          }
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "If the camera completes its orbit and returns to a previous position, how should the reflection change?",
+          "options": [
+            "A. It should be identical to the earlier reflection",
+            "B. It should be darker due to lighting shift",
+            "C. It should reflect new objects not previously seen",
+            "D. It should fade out"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Since the environment is static and no temporal changes (e.g., moving clouds or people) are mentioned, returning to the same viewpoint should result in an identical reflection, assuming no external changes occurred.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517772"
+          }
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "Does the reflection maintain consistency across all segments (Level 2 and Level 3) when the same environment is visible?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Both Level 2 and Level 3 describe the same environment and camera movement. The prompt emphasizes identity persistence and consistent reflection throughout, implying temporal stability in the reflection content.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517779"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "In Segment 1, the reflection shows palm trees and grass. In Segment 4, the same area is visible again. What should the reflection show?",
+          "options": [
+            "A. Only the horse’s features",
+            "B. Palm trees and grass, consistent with Segment 1",
+            "C. A distorted version of the scene",
+            "D. The sky and clouds only"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Since the environment hasn’t changed between Segment 1 and Segment 4, and the camera revisits the same area, the reflection must remain consistent. The prompt emphasizes 'identity persistence' and 'consistent reflection,' supporting this answer.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517785"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "If the lighting conditions were to change over time, would the reflection update accordingly? (Assume based on prompt logic)",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Although the prompt doesn’t mention changing light, reflections are inherently dependent on lighting. If lighting shifted, the reflection would need to update. However, since the prompt implies stable lighting (no mention of time-of-day shifts), the reflection remains consistent across time.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517792"
+          }
+        },
+        {
+          "question_id": "38",
+          "type": "binary",
+          "question": "As the camera moves around the statue, does the reflection update to show the correct portion of the environment from each new angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt states that the camera smoothly orbits and the reflective surface captures the surrounding environment. This implies dynamic updating of the reflection based on camera viewpoint, ensuring viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517799"
+          }
+        },
+        {
+          "question_id": "39",
+          "type": "multiple_choice",
+          "question": "When the camera is on the left side of the statue, what part of the environment should be reflected?",
+          "options": [
+            "A. The right side of the campus and buildings",
+            "B. The left side of the campus and nearby palm trees",
+            "C. The back of the statue and the pedestal",
+            "D. The sky only"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "From the left side, the reflection should show the environment to the left of the statue. Based on the description, this includes nearby palm trees and parts of the campus. The reflection must match the actual spatial arrangement.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517806"
+          }
+        },
+        {
+          "question_id": "40",
+          "type": "binary",
+          "question": "When the camera moves from a close-up to a wide-angle view, does the reflection expand to include more of the surrounding environment?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "As the camera pulls back, more of the environment becomes visible, and the reflective surface should capture a broader view. The prompt mentions increasing visibility of the campus, which supports expanding reflection content.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517812"
+          }
+        },
+        {
+          "question_id": "41",
+          "type": "multiple_choice",
+          "question": "If the camera returns to the original position after completing a full orbit, should the reflection appear exactly as it did at the start?",
+          "options": [
+            "A. Yes, if the environment hasn’t changed",
+            "B. No, because the camera is now slightly higher",
+            "C. Yes, even if the camera height changed",
+            "D. No, because the reflection always distorts"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt says the final view is 'similar to the opening shot but from a slightly different angle.' This suggests minor positional differences, but if the environment is unchanged, the reflection should be nearly identical. Minor variations may occur due to angle, but overall consistency is expected.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517823"
+          }
+        },
+        {
+          "question_id": "42",
+          "type": "binary",
+          "question": "Does the reflection accurately depict the relative positions of objects (e.g., buildings behind palm trees) when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt emphasizes geometric integrity and texture fidelity, suggesting that reflections must respect spatial relationships. Thus, the reflection should correctly show depth and object placement relative to the viewer’s angle.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:20.517830"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_347b192573971cc541124018fe08d0198d80de2b7133ef1be6bf93a51771450e_object"
+  },
+  {
+    "task_id": "mem_tnt_a4764f2ff7a08c7d8dae83b3891516592f4b7eb732e6e4e645a235b8aa04138f_object",
+    "instance_id": "mem_tnt_a4764f2ff7a08c7d8dae83b3891516592f4b7eb732e6e4e645a235b8aa04138f",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_a4764f2ff7a08c7d8dae83b3891516592f4b7eb732e6e4e645a235b8aa04138f.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a classical-style monument situated in a park setting. The monument features a white marble base with multiple tiers and steps, supporting four fluted columns that form an open-air, columned structure. Within this structure is a bronze seated statue of a figure, centrally positioned. An inscription panel is visible on the front face of the base, and decorative sculptural elements, including a spire and winged figures, adorn the top. The camera moves around the monument, capturing it from various angles and distances, highlighting its geometric integrity and texture fidelity. The surrounding environment includes grassy areas, trees, and pathways, with lighting conditions changing throughout the video, from overcast to sunlit scenes."
+        ],
+        "level_2": [
+          "At the beginning, the video focuses on the lower portion of the monument, revealing its white marble base with tiered steps. The camera slowly tilts upward, unveiling the four fluted columns and the bronze seated statue within the open-air structure. The inscription panel on the base becomes visible as the camera continues to ascend. In the middle, the camera pans around the monument, showing the decorative sculptural elements at the top, including a spire and winged figures. The surrounding park environment, with its green grass, trees, and pathways, is consistently present. Toward the end, the video captures the monument from a higher angle, emphasizing its full height and the interplay of light and shadow on its surface, with the sky transitioning from overcast to clearer, sunlit conditions.",
+          "In the first third, the video begins with a close-up of the monument's base, gradually moving upwards to reveal the intricate details of the white marble structure and the bronze statue. The middle section shows the camera circling the monument, providing a comprehensive view of its design, including the inscription panel and the ornate top decorations. The final third focuses on the upper part of the monument, capturing the spire and winged figures against the sky, with the surrounding park landscape framing the scene. The lighting shifts subtly, enhancing the textures and contours of the monument.",
+          "The video starts by focusing on the lower steps and base of the monument, highlighting the white marble construction and the inscription panel. As the camera moves upward, the four fluted columns and the central bronze statue come into view, showcasing the monument's classical design. The middle part of the video captures the monument from various angles, emphasizing the decorative elements at the top and the surrounding park environment. In the final third, the camera ascends further, presenting a full view of the monument against the sky, with the lighting conditions changing to reflect different times of day."
+        ],
+        "level_3": [
+          "The video opens with a close-up of the monument's base, focusing on the white marble steps and the inscription panel. The camera slowly tilts upward, revealing the four fluted columns and the bronze seated statue within the open-air structure. The initial frames capture the monument from a low angle, emphasizing its grandeur and the detailed craftsmanship of the marble.",
+          "As the video progresses, the camera begins to pan around the monument, providing a 360-degree view of its design. The middle frames highlight the decorative sculptural elements at the top, including the spire and winged figures, while also showcasing the surrounding park environment with its lush greenery and pathways. The lighting remains consistent, with a mix of overcast and sunlit conditions.",
+          "In the next segment, the camera continues to circle the monument, focusing on the upper sections and the intricate details of the sculptures. The frames capture the monument from various angles, emphasizing its geometric integrity and the texture of the marble. The background remains a serene park setting, with trees and pathways visible throughout.",
+          "Toward the end of this segment, the camera ascends to capture the full height of the monument, showcasing the spire and winged figures against the sky. The lighting shifts to a brighter, sunlit condition, highlighting the monument's details and creating dynamic shadows. The surrounding park environment remains a constant backdrop, adding to the overall composition.",
+          "The final segment focuses on the monument from a high angle, capturing the interplay of light and shadow on its surface. The camera then moves to a lower angle, providing a comprehensive view of the entire monument against the sky. The video concludes with a wide shot of the monument in its entirety, framed by the park's greenery and pathways, under varying lighting conditions."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the monument retain its white marble color and bronze statue appearance throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the initial viewpoint after panning around the monument, does the monument appear identical to its original state?",
+          "options": [
+            "A. Completely identical",
+            "B. Slightly different due to lighting",
+            "C. Noticeably altered",
+            "D. Unrecognizable"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the key visual features (columns, statue, inscription) consistently visible and recognizable from all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "If the video looped back to the starting frame, would the monument look exactly the same as it did at the beginning?",
+          "options": [
+            "A. Yes, pixel-for-pixel identical",
+            "B. Visually identical but with minor lighting differences",
+            "C. Different due to occlusion",
+            "D. Unidentifiable"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the monument's identity remain consistent even when partially obscured by trees or other elements in the background?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the monument's structure appear geometrically consistent when viewed from the front versus the side?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When the camera tilts up to show the top of the monument, does the spire and winged figures maintain their correct proportions and spatial relationships?",
+          "options": [
+            "A. Perfectly maintained",
+            "B. Slightly distorted",
+            "C. Noticeably warped",
+            "D. Unrecognizable"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is there any apparent stretching or compression of the monument's form as the camera moves closer or farther away?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "How does the monument's geometry appear when viewed from directly below compared to a frontal view?",
+          "options": [
+            "A. Identical",
+            "B. Slightly foreshortened",
+            "C. Significantly distorted",
+            "D. Unrecognizable"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the monument's base, columns, and statue maintain their relative positions and shapes throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Is the text on the inscription panel legible from the front view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When the camera is close to the base, are the fine details of the marble texture and the bronze statue's surface clearly visible?",
+          "options": [
+            "A. Very clear",
+            "B. Somewhat clear",
+            "C. Blurred",
+            "D. Not visible"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the lighting change cause any loss of detail in the monument's textures?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "When the sun is behind the monument creating a silhouette, are the general shapes and forms still discernible?",
+          "options": [
+            "A. Fully discernible",
+            "B. Partially discernible",
+            "C. Barely discernible",
+            "D. Not discernible"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Are the decorative elements like the wreath medallion and winged figures at the top consistently detailed and sharp?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When viewing the monument from the side, is the correct side of the structure shown, not a mirrored or incorrect face?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "From a low-angle shot looking up, is the statue's posture and orientation semantically correct (e.g., sitting position remains consistent)?",
+          "options": [
+            "A. Perfectly correct",
+            "B. Slightly incorrect",
+            "C. Noticeably incorrect",
+            "D. Unrecognizable"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "When the camera shows the top of the monument, are the figures and spire presented in a way that matches their expected semantic roles (e.g., a spire on top, not a base)?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "If the video were to show the back of the monument, would it display a semantically correct rear view (e.g., no faces on the back)?",
+          "options": [
+            "A. Yes, it would show the back",
+            "B. No, it wouldn't show the back",
+            "C. It would show a mirror image",
+            "D. It would show an incorrect front view"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Are the relative positions of the columns, statue, and top elements semantically correct from all angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the monument's shadow move realistically with the changing light conditions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "How does the monument appear under direct sunlight versus overcast lighting?",
+          "options": [
+            "A. Brighter and more contrasted",
+            "B. Softer and more muted",
+            "C. Identical in appearance",
+            "D. Distorted in shape"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Are there any reflections or lens artifacts that significantly alter the appearance of the monument?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "When the sun flares behind the monument, does it create a visually pleasing halo effect without obscuring the monument entirely?",
+          "options": [
+            "A. Yes, it creates a halo",
+            "B. No, it completely obscures the monument",
+            "C. It creates a glare but preserves form",
+            "D. It causes distortion"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Does the monument maintain a consistent presence in the frame despite camera movement?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the bronze seated statue maintain its identity when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:18.460728"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which element of the monument is consistently referenced across all segments?",
+          "options": [
+            "A. The red flag on top",
+            "B. The bronze seated statue",
+            "C. The blue sky",
+            "D. The moving crowd"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:18.460764"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Do the four fluted columns maintain their structural alignment throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:18.460776"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "What aspect of the monument must remain stable during camera motion?",
+          "options": [
+            "A. Color of the grass",
+            "B. Number of columns",
+            "C. Size of the trees",
+            "D. Sky brightness"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:18.460784"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Are intricate details like fluted columns visible under varying lighting conditions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:18.460791"
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "Which detail must be preserved in texture fidelity across segments?",
+          "options": [
+            "A. The color of the sky",
+            "B. The fluting on the columns",
+            "C. The number of pathways",
+            "D. The position of the sun"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:18.460797"
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Is the monument’s perspective consistent with real-world physics when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:18.460804"
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "Does the camera return to the initial view after completing a full rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:18.460816"
+        },
+        {
+          "question_id": "34",
+          "type": "binary",
+          "question": "Does the camera move vertically from base to spire while maintaining spatial coherence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:18.460824"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_a4764f2ff7a08c7d8dae83b3891516592f4b7eb732e6e4e645a235b8aa04138f_object"
+  },
+  {
+    "task_id": "mem_tnt_244802e503a003b212b2da2e7e2265cc15a97b19ec1933487096f94417132017_object",
+    "instance_id": "mem_tnt_244802e503a003b212b2da2e7e2265cc15a97b19ec1933487096f94417132017",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_244802e503a003b212b2da2e7e2265cc15a97b19ec1933487096f94417132017.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A bronze statue of a seated man reading a book is the central focus of this video. The statue, with a greenish patina in its crevices, depicts a male figure in classical robes, holding an open book on his lap and sitting on a rock-like base. The camera moves around the statue in a continuous orbit, providing various perspectives from front to back and side angles. The statue is located in a circular stone fountain plaza surrounded by lush green grass, mature trees, and vibrant flowering beds. As the camera circles, the lighting highlights the intricate textures of the statue's surface, including the detailed folds of the robes and any inscriptions on the base. The background features a large, elegant building with multiple windows and a tiled roof, partially obscured by the surrounding greenery. The video maintains a consistent focus on the statue, ensuring its identity, geometric integrity, and texture fidelity are preserved throughout the dynamic camera movement."
+        ],
+        "level_2": [
+          "The video opens with a view of a bronze statue of a seated man reading a book, positioned in a circular stone fountain plaza. The statue, characterized by its greenish patina and classical robes, is the focal point as the camera begins to move around it. In the first third, the camera approaches the statue from a frontal perspective, gradually circling to the right, revealing more of the surrounding environment, including the well-manicured lawn, flowering beds, and the large building in the background. The lighting accentuates the statue's textured surface and the details of its attire.",
+          "As the video progresses into the middle third, the camera continues its orbit around the statue, now showing it from the rear and side angles. The statue's geometric integrity is maintained, with no apparent distortion or warping. The viewer can observe the intricate details of the book in the man's hands and the sculpted folds of his robes. The background remains consistent, with the green grass, trees, and flowering beds framing the scene, while the large building provides a stately backdrop. The camera movement is smooth, ensuring a seamless transition between different viewpoints.",
+          "In the final third of the video, the camera completes its orbit around the statue, returning to a frontal view similar to the opening shot. The focus remains on the statue's identity persistence, with all key features—its seated posture, the book on its lap, and the rock-like base—remaining clearly visible. The video concludes with a comprehensive view of the statue, emphasizing its texture fidelity and semantic correctness from all angles. The surrounding environment, including the circular stone plaza, green grass, and flowering beds, remains a constant, enhancing the serene and contemplative atmosphere of the scene."
+        ],
+        "level_3": [
+          "At the beginning of the video, the camera presents a frontal view of the bronze statue of a seated man reading a book. The statue, with its greenish patina and classical robes, is situated in a circular stone fountain plaza. The surrounding area is lush with green grass, mature trees, and colorful flowering beds. The camera starts to move slowly to the right, beginning to reveal the side profile of the statue and the elegant building in the background, which features multiple windows and a tiled roof.",
+          "As the video transitions into the 20-40% segment, the camera continues its smooth orbit around the statue, now showing it from a side angle. The intricate details of the statue's robes and the open book on its lap become more apparent. The background remains consistent, with the green grass, trees, and flowering beds providing a picturesque setting. The camera movement is steady, ensuring that the statue's geometric integrity is preserved, and the viewer can appreciate the fine textures of the bronze material.",
+          "In the 40-60% segment, the camera moves further around the statue, transitioning from the side to the rear view. The statue's back is now visible, showcasing the detailed sculpting of the robes and the overall form of the seated figure. The circular stone fountain plaza is still prominent, and the surrounding greenery continues to frame the scene beautifully. The large building in the background remains partially obscured by the trees, adding depth to the composition. The camera's movement is fluid, maintaining a clear and consistent focus on the statue.",
+          "As the video progresses into the 60-80% segment, the camera begins to move back towards the front of the statue, completing its orbit. The viewer is once again presented with a frontal view of the statue, similar to the opening shot. The intricate details of the statue's face, the book in its hands, and the rock-like base are clearly visible. The surrounding environment, including the circular stone plaza, green grass, and flowering beds, remains unchanged, providing a cohesive and serene setting.",
+          "In the final 80-100% segment, the camera continues its slow orbit around the statue, now focusing on the base and the circular stone fountain plaza. The intricate details of the statue's base, including any inscriptions, are highlighted. The camera then moves slightly closer to the statue, providing a more detailed view of the bronze material and the greenish patina in the crevices. The video concludes with a comprehensive view of the statue, emphasizing its identity persistence, geometric integrity, and texture fidelity from all angles, while the serene garden setting remains a constant backdrop."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the statue retain its overall shape and form identity when viewed from the front versus the back?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the initial framing (0 seconds-1 seconds), does the statue appear identical to how it was first seen?",
+          "options": [
+            "A. Clearly different",
+            "B. Slightly different",
+            "C. Mostly identical",
+            "D. Exactly the same"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the key features (seated pose, book, facial features) consistently visible and recognizable from all angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "If the video looped back to the beginning, would a viewer be able to identify the statue as the same object shown throughout?",
+          "options": [
+            "A. Definitely not",
+            "B. Probably not",
+            "C. Probably yes",
+            "D. Definitely yes"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the statue's bronze material and patina remain consistent across all camera angles and distances?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the statue's torso and limbs appear proportionally correct from all viewing angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When viewing the statue from directly behind, are the folds of the robe and the posture semantically correct?",
+          "options": [
+            "A. Incorrect (e.g., front view shown)",
+            "B. Partially correct",
+            "C. Mostly correct",
+            "D. Perfectly correct"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is there any noticeable distortion or warping of the statue's form when the camera is close-up?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "From the side profile view, does the statue's geometry (e.g., leg position, arm placement) match what is seen from the front?",
+          "options": [
+            "A. Completely mismatched",
+            "B. Somewhat mismatched",
+            "C. Mostly matched",
+            "D. Perfectly matched"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the circular base of the fountain appear distorted or warped at any point in the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Are the fine details of the book's pages visible when viewed up close?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "Does the greenish patina in the crevices of the statue remain consistent across different lighting conditions and angles?",
+          "options": [
+            "A. Strongly inconsistent",
+            "B. Moderately inconsistent",
+            "C. Mostly consistent",
+            "D. Perfectly consistent"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Can individual letters on the plaque at the base of the statue be discerned in close-up shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "When comparing the texture of the robe in the wide shot to a close-up, is the detail preserved?",
+          "options": [
+            "A. Lost completely",
+            "B. Slightly reduced",
+            "C. Mostly retained",
+            "D. Fully retained"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Are the shadows cast by the statue's folds and contours consistent with its 3D form across different camera positions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When viewing the statue from the rear, is the back of the head and robe shown, not the front face?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "From a low-angle shot looking up at the statue, is the top of the head and the back of the robe visible?",
+          "options": [
+            "A. Front face",
+            "B. Side profile",
+            "C. Back view",
+            "D. Top view"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Is the book always held in a natural, readable position regardless of the viewing angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "When the camera is positioned to the left of the statue, is the left side of the body and robe shown?",
+          "options": [
+            "A. Right side",
+            "B. Left side",
+            "C. Front",
+            "D. Back"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Does the statue's posture (seated, legs crossed, book on lap) remain semantically consistent from all viewpoints?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Were there any moments where parts of the statue were occluded by other objects in the scene?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "If a part of the statue was temporarily hidden, would its reappearance show consistent texture and color?",
+          "options": [
+            "A. Yes",
+            "B. No",
+            "C. Maybe",
+            "D. Not applicable"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Was there any instance of the statue being partially hidden and then fully revealed again?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "Could occlusion recovery be tested in this video?",
+          "options": [
+            "A. Yes",
+            "B. No",
+            "C. Partially",
+            "D. Not enough information"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Did the video show the statue re-entering the frame after being out of view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Is the statue's shadow cast consistently on the ground relative to its position?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Does the statue appear to be physically stable and unmoving throughout the video?",
+          "options": [
+            "A. Frequently moving",
+            "B. Occasionally moving",
+            "C. Mostly stable",
+            "D. Completely static"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Are the surrounding elements (grass, flowers, buildings) consistently in focus while the statue is in focus?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "How would you rate the overall visual coherence of the statue presentation across all camera movements?",
+          "options": [
+            "A. Very incoherent",
+            "B. Somewhat incoherent",
+            "C. Mostly coherent",
+            "D. Perfectly coherent"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Is there any evidence of digital artifacts or inconsistencies in the rendering of the statue?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "31",
+          "type": "binary",
+          "question": "Does the statue maintain its identity as a seated man reading a book throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:38.332258"
+        },
+        {
+          "question_id": "32",
+          "type": "multiple_choice",
+          "question": "Which attribute of the statue remains unchanged across all camera angles?",
+          "options": [
+            "A. Its posture",
+            "B. Its color",
+            "C. Its location",
+            "D. Its material"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:38.332294"
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "Is the statue's shape preserved without warping during the camera movement?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:38.332306"
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "What aspect of the statue must remain stable during the orbit?",
+          "options": [
+            "A. Color",
+            "B. Size",
+            "C. Shape",
+            "D. Position"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:38.332313"
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "Are the intricate textures of the statue, such as the patina and robe folds, visible throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:38.332321"
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "Which visual detail is specifically mentioned as needing consistency?",
+          "options": [
+            "A. Lighting",
+            "B. Patina",
+            "C. Background",
+            "D. Camera angle"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:38.332329"
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "Does the statue appear with an open book on its lap from all angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:38.332336"
+        },
+        {
+          "question_id": "38",
+          "type": "multiple_choice",
+          "question": "From which angle is the book most clearly visible?",
+          "options": [
+            "A. Rear",
+            "B. Side",
+            "C. Front",
+            "D. Top"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:38.332342"
+        },
+        {
+          "question_id": "39",
+          "type": "binary",
+          "question": "Does the camera complete a full horizontal orbit around the statue?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:38.332349"
+        },
+        {
+          "question_id": "40",
+          "type": "multiple_choice",
+          "question": "What happens at the end of the video regarding the camera position?",
+          "options": [
+            "A. It moves upward",
+            "B. It returns to the initial frontal view",
+            "C. It zooms in",
+            "D. It pans left"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:34:38.332355"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_244802e503a003b212b2da2e7e2265cc15a97b19ec1933487096f94417132017_object"
+  },
+  {
+    "task_id": "mem_tnt_a5630370d7039c78cc822dbd17a967711be3632bd2cdb43519eab8c2fa876144_spatial",
+    "instance_id": "mem_tnt_a5630370d7039c78cc822dbd17a967711be3632bd2cdb43519eab8c2fa876144",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_a5630370d7039c78cc822dbd17a967711be3632bd2cdb43519eab8c2fa876144.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "A camera performs a seamless 360-degree horizontal pan around an elegant, spacious room with intricate architectural details. The room features a patterned carpet, ornate ceiling with geometric designs, dark wood paneling, arched windows with draped curtains, and a prominent fireplace. Throughout the pan, the camera captures various angles of tables, chairs, and decorative elements such as modern spherical pendant lights and golden wall sconces, eventually returning to the original starting point without any drift or misalignment."
+        ],
+        "level_2": [
+          "The camera begins its pan on the left side of the room, showcasing a series of long tables with unique S-shaped tops and high-backed chairs. As it moves, the ornate ceiling with its detailed geometric patterns becomes more visible, along with the large arched windows draped in light-colored curtains. The focus shifts toward the back of the room, revealing the grand fireplace adorned with golden accents.",
+          "Continuing the pan, the camera moves past the fireplace and focuses on the right side of the room, highlighting the dark wood paneling and arched doorways. The middle section of the room is captured, showing round tables with matching chairs and the interplay of light from the windows and modern pendant lights hanging from the ceiling.",
+          "The final part of the pan returns to the left side of the room, capturing the initial tables and chairs once more. The camera completes its 360-degree loop, emphasizing the symmetry and balance of the room's design, with all elements aligning perfectly as it returns to the starting viewpoint."
+        ],
+        "level_3": [
+          "The video opens with a view of the left side of the room, featuring long tables with distinctive S-shaped tops and dark wooden chairs. The camera begins its smooth horizontal pan, moving towards the back of the room and capturing the ornate ceiling with its intricate geometric patterns and modern spherical pendant lights. The large arched windows with light-colored curtains are also visible, allowing natural light to filter into the space.",
+          "As the camera continues its pan, it moves past the fireplace, which is adorned with golden accents and set against the dark wood paneling. The focus shifts to the right side of the room, showcasing the arched doorways and additional seating arrangements, including round tables with matching chairs. The interplay of light from the windows and the pendant lights creates a warm ambiance throughout the room.",
+          "The pan progresses further, capturing the middle section of the room with its symmetrical layout of tables and chairs. The camera then moves towards the far end of the room, highlighting the consistent design elements such as the patterned carpet, dark wood paneling, and arched windows. The focus returns to the left side, bringing the viewer back to the initial tables and chairs.",
+          "The camera continues its seamless loop, moving past the fireplace once again and focusing on the right side of the room. The detailed woodwork and arched doorways are emphasized, along with the decorative elements like the golden wall sconces and modern pendant lights. The pan ensures that all angles of the room are captured, maintaining a smooth and continuous motion.",
+          "In the final segment, the camera completes its 360-degree pan by returning to the original starting point on the left side of the room. The entire sequence showcases the elegance and symmetry of the space, with the camera capturing every detail from multiple perspectives before settling back at the beginning, demonstrating excellent loop memory and alignment."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera perform a full 360-degree pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is there any noticeable drift when the camera returns to the starting point?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the walls and ceiling consistent in appearance when the camera completes the loop?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the lighting remain consistent throughout the pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Are the tables and chairs consistently positioned relative to each other after the camera completes the loop?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "tnt_full_regen_with_compression",
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_a5630370d7039c78cc822dbd17a967711be3632bd2cdb43519eab8c2fa876144_spatial"
+  },
+  {
+    "task_id": "mem_tnt_6893f40dcebdc2fdddd025f89a8cfc754e4fbf4ce16d161f17af92a103b60bfc_spatial",
+    "instance_id": "mem_tnt_6893f40dcebdc2fdddd025f89a8cfc754e4fbf4ce16d161f17af92a103b60bfc",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_6893f40dcebdc2fdddd025f89a8cfc754e4fbf4ce16d161f17af92a103b60bfc.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "A camera smoothly moves forward along the central aisle of an empty auditorium, showcasing rows of patterned seats and a stage with a large screen. The camera then reverses direction, retracing its path back through the auditorium, re-entering previously viewed areas without any noticeable inconsistencies or distortions."
+        ],
+        "level_2": [
+          "The camera begins by moving forward down the central aisle of the auditorium, revealing rows of beige patterned seats and a stage at the far end with a large screen. As it progresses, the camera captures the symmetrical layout and lighting fixtures on the ceiling. It then reverses direction, smoothly retracing its path back towards the entrance, re-entering the same areas with consistent visual details.",
+          "Continuing from the previous segment, the camera continues its backward journey along the central aisle, passing by the rows of seats and the stage area. The movement is fluid, maintaining a steady pace as it retraces the path taken earlier. The camera captures the same details of the auditorium's interior, including the lighting and seating arrangement, ensuring a seamless transition back to the starting point.",
+          "As the camera completes its backward journey, it re-enters the initial areas of the auditorium, confirming the smoothness of the path retracing. The final part of this segment shows the camera approaching the starting point, with the familiar view of the stage and seating arrangement coming into focus once again. The overall movement remains consistent, providing a cohesive visual experience."
+        ],
+        "level_3": [
+          "The camera starts its journey by moving forward along the central aisle of the auditorium, capturing the rows of beige patterned seats and the stage at the far end. The initial view highlights the symmetrical layout and the lighting fixtures on the ceiling, setting the stage for the exploration of the space.",
+          "As the camera continues its forward movement, it passes by the rows of seats, providing a closer look at the individual chairs and their arrangement. The stage area becomes more prominent, with the large screen and podium visible. The camera's steady pace allows for a detailed observation of the auditorium's interior design and features.",
+          "The camera reaches the stage area, offering a comprehensive view of the front of the auditorium. The large screen and podium are clearly visible, and the camera captures the details of the stage setup. The lighting fixtures on the ceiling are also in focus, emphasizing the well-lit environment of the auditorium.",
+          "Having reached the stage, the camera begins its reverse journey, retracing its path back along the central aisle. The movement is smooth and consistent, capturing the same details of the seating arrangement and lighting fixtures as it moves backward. The stage area is revisited, providing a familiar perspective of the front of the auditorium.",
+          "The camera continues its backward journey, passing by the rows of seats once again. The symmetrical layout and lighting fixtures are captured in detail, ensuring a seamless transition back to the starting point. The final part of this segment shows the camera approaching the entrance, with the familiar view of the stage and seating arrangement coming into focus."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera move forward along the central aisle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the camera reverse direction and retrace its path?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the re-entry into previously viewed areas smooth?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Are there any noticeable inconsistencies or distortions when the camera retraces its path?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the camera exhibit good path retracing memory?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "tnt_full_regen_with_compression",
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_6893f40dcebdc2fdddd025f89a8cfc754e4fbf4ce16d161f17af92a103b60bfc_spatial"
+  },
+  {
+    "task_id": "mem_tnt_88d372e8fdd3bf9ff3f3165e627d8e178998fc2481c48402178bda80a087ad21_object",
+    "instance_id": "mem_tnt_88d372e8fdd3bf9ff3f3165e627d8e178998fc2481c48402178bda80a087ad21",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_88d372e8fdd3bf9ff3f3165e627d8e178998fc2481c48402178bda80a087ad21.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "A vibrant yellow Caterpillar 950F wheel loader is showcased in a dry, grassy field under a clear blue sky. The video captures the machine from multiple angles as it slowly turns in place, allowing viewers to see its detailed features. The loader's large front bucket with teeth, massive dual rear tires with deep treads, and Caterpillar-branded cabin with large windows are prominently displayed. The CAT logo and model number '950F' are visible on the side, along with an 'O Nelson & Son Construction' sticker containing contact information. The camera smoothly orbits around the stationary loader, maintaining focus on its consistent identity, geometric integrity, and texture fidelity throughout the sequence."
+        ],
+        "level_2": [
+          "The video opens with a close-up of the yellow Caterpillar 950F wheel loader in a dry, open field surrounded by trees. The camera pans around the machine as it begins to rotate slowly, revealing its side profile. The loader's large front bucket with teeth, dual rear tires with deep treads, and the cabin with large windows come into view. The CAT logo, model number '950F', and the O Nelson & Son Construction sticker are clearly visible on the side. The scene is set under a bright blue sky, emphasizing the machine's vibrant yellow paint and black and red accents.",
+          "As the loader continues its slow rotation, the camera focuses on the rear and side sections, highlighting the massive dual rear tires and the Caterpillar-branded cabin. The large front bucket remains prominent, showcasing its robust construction and teeth. The O Nelson & Son Construction sticker is still visible, providing contact details. The background of dry grass and trees remains consistent, with the clear blue sky overhead. The camera movement is smooth, ensuring all key features of the loader are captured from various angles.",
+          "In the final third of the video, the loader completes its rotation, bringing the front of the machine back into view. The camera captures the front bucket, wheels, and cabin from multiple perspectives, emphasizing the machine's overall design and build quality. The CAT logo and model number '950F' are once again visible, reinforcing the loader's identity. The surrounding environment of dry grass, scattered trees, and a clear blue sky provides a natural backdrop, highlighting the loader's presence in the field."
+        ],
+        "level_3": [
+          "The video begins with a close-up shot of the yellow Caterpillar 950F wheel loader positioned in a dry, grassy field. The camera starts by focusing on the front of the machine, capturing the large bucket with its sharp teeth and the massive front tires. The loader's vibrant yellow paint, accented with black and red, is highlighted against the backdrop of a clear blue sky. The CAT logo and model number '950F' are visible on the side, along with the O Nelson & Son Construction sticker. The loader remains stationary as the camera begins to pan around it.",
+          "As the camera continues to move, it reveals the side profile of the Caterpillar 950F, showcasing the large cabin with its expansive windows and the dual rear tires with deep treads. The smooth panning motion allows for a detailed view of the machine's structure and components. The O Nelson & Son Construction sticker remains in view, providing contact information. The surrounding environment of dry grass and trees is consistently visible, with the clear blue sky overhead. The loader begins a slow rotation, preparing to reveal more of its features.",
+          "The camera now focuses on the rear section of the loader as it continues its rotation. The massive dual rear tires and the Caterpillar-branded cabin are prominently displayed, with the large front bucket still visible from the side. The O Nelson & Son Construction sticker is still present, adding a touch of branding. The loader's slow movement allows for a comprehensive view of its rear and side profiles. The background of dry grass, scattered trees, and a clear blue sky remains consistent, providing a natural setting for the machine.",
+          "As the loader completes its rotation, the camera captures the front of the machine once again, emphasizing the large bucket and the massive front tires. The CAT logo and model number '950F' are clearly visible, reinforcing the loader's identity. The O Nelson & Son Construction sticker is still in view, providing contact details. The surrounding environment of dry grass, scattered trees, and a clear blue sky remains consistent, highlighting the loader's presence in the field. The camera movement is smooth, ensuring all key features are captured from various angles.",
+          "In the final segment, the camera provides a detailed view of the loader's front and side, capturing the intricate details of the bucket, tires, and cabin. The vibrant yellow paint, accented with black and red, is highlighted against the backdrop of a clear blue sky. The CAT logo and model number '950F' are prominently displayed, along with the O Nelson & Son Construction sticker. The loader remains stationary, allowing for a thorough examination of its design and build quality. The surrounding environment of dry grass, scattered trees, and a clear blue sky provides a natural and serene setting for the machine."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the wheel loader maintain its primary yellow color throughout the video without any noticeable fading or discoloration?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "When the camera moves from the front-left to the rear-right of the loader, how consistent is the overall shape and structure of the machine?",
+          "options": [
+            "A. Completely unrecognizable due to distortion",
+            "B. Slightly altered but mostly recognizable",
+            "C. Highly consistent and fully recognizable",
+            "D. Only partially visible due to occlusion"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the 'CAT 950F' model designation consistently visible and legible from all major viewing angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "During the pan from front to back, does the loader appear to have any parts that change in appearance or detach?",
+          "options": [
+            "A. Yes, the bucket detaches",
+            "B. Yes, the cabin shifts position",
+            "C. No, all parts remain fixed and consistent",
+            "D. The object disappears and reappears"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "When the camera returns to the initial front-left view at the end of the video, does the loader appear identical to how it looked at the beginning?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the wheel loader's geometric structure (e.g., the relative size and position of the cabin, bucket, and wheels) remain stable and proportional throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "As the camera circles the loader, are there any instances where the object appears stretched, compressed, or warped?",
+          "options": [
+            "A. Yes, the cabin appears stretched vertically",
+            "B. Yes, the bucket seems compressed horizontally",
+            "C. No, the object maintains its correct proportions",
+            "D. The object's geometry is only visible from one angle"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are the large dual rear tires always shown with the same circular shape and tread pattern, regardless of the camera angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "When viewed from directly behind, does the loader's width and height appear consistent with its front view?",
+          "options": [
+            "A. Significantly wider",
+            "B. Slightly narrower",
+            "C. Approximately the same",
+            "D. Impossible to compare"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the loader's overall silhouette maintain a consistent form when transitioning between left, right, front, and back views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Is the 'CAT' logo on the side of the loader consistently sharp and clear from all angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "How consistent is the legibility of the 'O Nelson & Son Construction' sticker across different camera positions?",
+          "options": [
+            "A. Always perfectly legible",
+            "B. Mostly legible, some minor blurring at extreme angles",
+            "C. Often blurry or unreadable",
+            "D. Never visible"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Do the fine details of the tire treads and the metallic sheen on the bucket teeth remain visible and consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "When the camera is very close to the front bucket, are the individual teeth and their attachment points clearly visible and consistent with wider shots?",
+          "options": [
+            "A. Not visible at all",
+            "B. Slightly less detailed",
+            "C. Equally detailed",
+            "D. Overly magnified and distorted"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Is the glossy finish on the cabin windows and the matte finish on the body panels maintained consistently across all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When viewed from the rear, is the smokestack correctly positioned on the right side of the vehicle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "From the front view, is the cabin positioned above the front axle and the bucket below it, maintaining a logical and correct spatial hierarchy?",
+          "options": [
+            "A. No, the cabin is below the bucket",
+            "B. No, the bucket is above the cabin",
+            "C. Yes, the arrangement is correct",
+            "D. The front view is impossible to determine"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Is the 'CAT 950F' model number always oriented horizontally when viewed from the side?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "When the camera shows the loader from the front-left, is the driver's seat visible through the windshield, indicating a correct front-facing view?",
+          "options": [
+            "A. No, the view is from the back",
+            "B. No, the view is from the side",
+            "C. Yes, the driver's seat is visible",
+            "D. The windshield is opaque"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Are the large dual rear tires always shown as being part of the rear axle, never appearing as front wheels?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Were any parts of the wheel loader occluded by other objects or the ground during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "If a part of the loader was occluded, would its reappearance show consistent texture and color?",
+          "options": [
+            "A. Yes, it would be consistent",
+            "B. Possibly, depending on lighting",
+            "C. No, it might show artifacts",
+            "D. The question is irrelevant"
+          ],
+          "answer": "D",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Is there any instance where a previously hidden part of the loader becomes visible again?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "How consistent is the visibility of the loader's left-side features (e.g., side mirrors, steps) throughout the video?",
+          "options": [
+            "A. Never visible",
+            "B. Occasionally visible",
+            "C. Frequently visible",
+            "D. Always visible"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Does the loader's right-side appearance (including the smokestack) remain consistent when it comes back into view after being on the left side?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the Caterpillar 950F wheel loader maintain its identity throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:15.779549"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which identifier remains visible on the loader throughout the video?",
+          "options": [
+            "A. CAT logo and model number '950F'",
+            "B. Only the front bucket",
+            "C. The camera angle",
+            "D. The sky color"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:15.779581"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Do the loader's tires maintain their shape and tread pattern during rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:15.779593"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "What part of the loader must retain its structural integrity during the camera's orbit?",
+          "options": [
+            "A. The front bucket with teeth",
+            "B. The camera path",
+            "C. The sky",
+            "D. The trees in the background"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:15.779601"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Are the loader's paint colors and accents consistent across all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:15.779608"
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "Which feature demonstrates high texture fidelity in the video?",
+          "options": [
+            "A. The deep treads on the rear tires",
+            "B. The camera movement",
+            "C. The sky",
+            "D. The grass field"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:15.779615"
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Does the camera return to a view similar to the starting position after completing the rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:15.779622"
+        },
+        {
+          "question_id": "33",
+          "type": "multiple_choice",
+          "question": "What kind of camera motion is described in the video?",
+          "options": [
+            "A. Horizontal 360-degree orbit",
+            "B. Vertical tilt",
+            "C. Zoom-in only",
+            "D. Random panning"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:15.779628"
+        },
+        {
+          "question_id": "34",
+          "type": "binary",
+          "question": "Does the background remain consistent when the camera returns to earlier positions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:15.779635"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_88d372e8fdd3bf9ff3f3165e627d8e178998fc2481c48402178bda80a087ad21_object"
+  },
+  {
+    "task_id": "mem_tnt_15d42cee734662bf8471fa3ead0266b2e0ffc015a980be20d4aee17b727c70e0_object",
+    "instance_id": "mem_tnt_15d42cee734662bf8471fa3ead0266b2e0ffc015a980be20d4aee17b727c70e0",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_15d42cee734662bf8471fa3ead0266b2e0ffc015a980be20d4aee17b727c70e0.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video presents a comprehensive exploration of an ornate, historic courtroom interior. The space is characterized by its grand architectural details, including a large, circular stained-glass dome ceiling that bathes the room in colorful light. The walls are adorned with classical-style portraits and framed landscape paintings, while the floor is covered in a rich red patterned carpet. Dark wooden benches and tables line the room, with green upholstered chairs positioned at the front for key participants. American and state flags stand prominently near the judge's bench, which is elevated and features intricate woodwork. The camera moves smoothly throughout the space, capturing various perspectives of the courtroom from different angles, showcasing the consistency of the object's identity, geometric integrity, texture fidelity, and semantic correctness."
+        ],
+        "level_2": [
+          "The video begins with a sweeping view of the courtroom, focusing on the rows of dark wooden benches with green upholstered chairs arranged neatly on the red patterned carpet. The camera pans across the room, revealing the ornate ceiling with elaborate chandeliers and a large, circular stained-glass dome that serves as the centerpiece. As the camera moves, it captures the detailed woodwork of the judge's bench, the American and state flags, and the classical portraits on the walls. The middle section continues to explore the courtroom from various angles, emphasizing the geometric integrity and texture fidelity of the surfaces, such as the polished wood and intricate ceiling designs.",
+          "In the middle portion of the video, the camera focuses on the back of the courtroom, highlighting the rows of empty wooden benches and the red carpet. The movement shifts to the left side of the room, showcasing a wooden display cabinet and a series of windows with white blinds. The camera then ascends to capture the detailed patterns of the stained-glass dome ceiling, emphasizing the vibrant colors and floral motifs. The focus returns to the front of the courtroom, where the judge's bench and the two flags are prominently displayed, maintaining the consistent theme of the courtroom's grandeur and historical significance.",
+          "Toward the end of the video, the camera provides a closer look at the judge's bench and the surrounding area, including the green upholstered chair and the American flag. The perspective shifts to the right side of the courtroom, revealing more of the wooden benches and the red carpet. The camera then moves upward again to capture the stained-glass dome ceiling, highlighting the intricate details and the play of light through the glass. The final scenes return to the front of the courtroom, offering a comprehensive view of the entire space, reinforcing the consistency and coherence of the courtroom's design and features."
+        ],
+        "level_3": [
+          "The video opens with a wide shot of the courtroom, showcasing the rows of dark wooden benches with green upholstered chairs set against the backdrop of a red patterned carpet. The camera pans to the right, revealing the ornate ceiling with elaborate chandeliers and a large, circular stained-glass dome that dominates the space. The initial frames also capture the judge's bench, the American and state flags, and the classical portraits on the walls, setting the stage for the detailed exploration of the courtroom's architecture and furnishings.",
+          "As the video progresses, the camera moves to the left side of the courtroom, focusing on a wooden display cabinet and a series of windows with white blinds. The movement continues upward, capturing the intricate patterns of the stained-glass dome ceiling, emphasizing the vibrant colors and floral motifs. The camera then shifts to the front of the courtroom, providing a closer view of the judge's bench and the two flags, maintaining the consistent theme of the courtroom's grandeur and historical significance.",
+          "In the third segment, the camera explores the back of the courtroom, highlighting the rows of empty wooden benches and the red carpet. The perspective shifts to the left side of the room, showcasing a wooden display cabinet and a series of windows with white blinds. The camera then ascends to capture the detailed patterns of the stained-glass dome ceiling, emphasizing the intricate details and the play of light through the glass. The focus returns to the front of the courtroom, where the judge's bench and the two flags are prominently displayed, reinforcing the consistent theme of the courtroom's design and features.",
+          "The fourth segment continues with a closer look at the judge's bench and the surrounding area, including the green upholstered chair and the American flag. The perspective shifts to the right side of the courtroom, revealing more of the wooden benches and the red carpet. The camera then moves upward again to capture the stained-glass dome ceiling, highlighting the intricate details and the play of light through the glass. The final scenes return to the front of the courtroom, offering a comprehensive view of the entire space, reinforcing the consistency and coherence of the courtroom's design and features.",
+          "In the final segment, the camera provides a sweeping view of the courtroom from different angles, capturing the rows of dark wooden benches with green upholstered chairs arranged neatly on the red patterned carpet. The camera pans across the room, revealing the ornate ceiling with elaborate chandeliers and a large, circular stained-glass dome that serves as the centerpiece. The video concludes with a focus on the judge's bench, the American and state flags, and the classical portraits on the walls, emphasizing the consistent theme of the courtroom's grandeur and historical significance."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the American flag maintain its identity (color, design, position) throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "When viewed from different angles, does the green upholstery on the chairs appear consistently in color and texture?",
+          "options": [
+            "A. Always matches exactly",
+            "B. Shows minor variations due to lighting",
+            "C. Changes significantly between views",
+            "D. Cannot be determined"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the portraits on the walls recognizable as the same images when viewed from different parts of the room?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "How does the appearance of the red carpet's pattern change as the camera angle shifts?",
+          "options": [
+            "A. It becomes blurred or distorted",
+            "B. The pattern remains perfectly clear and consistent",
+            "C. It appears slightly stretched or compressed",
+            "D. It disappears entirely from view"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the ornate wooden judge's bench consistently visible and identifiable from all camera perspectives?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Do the lines of the wooden benches and railings appear straight and proportionate from all angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When viewing the ceiling's ornate moldings, do they retain their intended geometric shapes (e.g., no unexpected curves or bends)?",
+          "options": [
+            "A. Yes, perfectly intact",
+            "B. Slight distortions are visible",
+            "C. Significant warping occurs",
+            "D. Cannot be determined"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is the oval shape of the stained-glass dome preserved accurately in all camera views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "Does the perspective of the windows and their shutters remain geometrically correct, without noticeable foreshortening or skewing?",
+          "options": [
+            "A. Perfectly correct",
+            "B. Minor perspective shifts are present",
+            "C. Significant geometric distortion occurs",
+            "D. Cannot be determined"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Are the proportions of the chandeliers consistent across different camera distances and angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Are the fine details in the stained-glass dome's patterns (e.g., floral motifs, colored sections) consistently sharp and clear?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "How does the texture of the red carpet appear when viewed up close versus from a distance?",
+          "options": [
+            "A. Up close it's very detailed, from a distance it's smooth",
+            "B. It remains equally detailed at all distances",
+            "C. From a distance it loses most of its texture",
+            "D. Cannot be determined"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Do the portraits on the walls retain their visual clarity and detail when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "When examining the wood grain on the benches and tables, is it consistently visible and well-defined?",
+          "options": [
+            "A. Always clearly visible",
+            "B. Visible but less defined from certain angles",
+            "C. Not visible at all",
+            "D. Cannot be determined"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Are the intricate designs on the chandeliers (e.g., metalwork, glass panels) consistently rendered with high fidelity?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When viewing the judge's bench from behind, does it appear as expected (e.g., showing the backrest and no front-facing details)?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "From the side view of the jury box, are the individual seats and their arrangement semantically correct and recognizable?",
+          "options": [
+            "A. Fully correct and recognizable",
+            "B. Somewhat correct but less clear",
+            "C. Incorrectly represented",
+            "D. Cannot be determined"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are the flags (American and state) always shown in their standard upright orientation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "When viewing the courtroom from the balcony, is the spatial layout semantically correct (e.g., audience below, judge's bench at the front)?",
+          "options": [
+            "A. Perfectly correct",
+            "B. Minor discrepancies exist",
+            "C. Significant semantic errors occur",
+            "D. Cannot be determined"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Are the portraits on the walls always shown in their correct orientation (not upside down or sideways)?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the lighting on the stained-glass dome remain consistent in terms of brightness and color temperature throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "How does the overall ambiance of the courtroom (e.g., formality, historical feel) change as the camera moves through different areas?",
+          "options": [
+            "A. It remains constant and cohesive",
+            "B. It varies significantly between areas",
+            "C. It becomes more modern in some views",
+            "D. It cannot be determined"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Are the relative positions of major elements (e.g., judge's bench, jury box, audience seating) semantically correct and stable across all views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "When comparing the initial view of the courtroom to the final view, is the overall composition and layout of the space semantically identical?",
+          "options": [
+            "A. Exactly identical",
+            "B. Very similar with minor differences",
+            "C. Significantly different",
+            "D. Cannot be determined"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Does the video maintain a consistent level of detail and resolution across all camera movements and angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the judge's bench maintain its identity throughout all segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:23.537725"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which object is repeatedly referenced across all five segments?",
+          "options": [
+            "A. Wooden display cabinet",
+            "B. Stained-glass dome",
+            "C. Green upholstered chair",
+            "D. White blinds"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:23.537757"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Is the stained-glass dome described as having consistent shape and structure across different camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:23.537769"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "What aspect of the dome is emphasized in multiple segments?",
+          "options": [
+            "A. Color changes",
+            "B. Floral motifs",
+            "C. Irregular shape",
+            "D. Rotating motion"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:23.537776"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Are the textures of the red carpet and wooden benches described as consistent across segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:23.537784"
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "Which detail is explicitly mentioned as requiring fidelity?",
+          "options": [
+            "A. Flag colors",
+            "B. Carpet patterns",
+            "C. Chair brand",
+            "D. Window size"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:23.537790"
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Does the camera return to the front of the courtroom after exploring other areas?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:23.537797"
+        },
+        {
+          "question_id": "33",
+          "type": "multiple_choice",
+          "question": "Which camera behavior is implied by the repeated focus on the judge's bench?",
+          "options": [
+            "A. Horizontal loop",
+            "B. Path retracing",
+            "C. Vertical tilt",
+            "D. Zoom out"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:23.537803"
+        },
+        {
+          "question_id": "34",
+          "type": "binary",
+          "question": "Are background elements like the red carpet and benches shown consistently when revisited?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:23.537811"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_15d42cee734662bf8471fa3ead0266b2e0ffc015a980be20d4aee17b727c70e0_object"
+  },
+  {
+    "task_id": "mem_tnt_99869de4c05e3f558d74b51a7ffed9b1aab2f51cfc1e302f4be78756ea77b85b_spatial",
+    "instance_id": "mem_tnt_99869de4c05e3f558d74b51a7ffed9b1aab2f51cfc1e302f4be78756ea77b85b",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_99869de4c05e3f558d74b51a7ffed9b1aab2f51cfc1e302f4be78756ea77b85b.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a full 360-degree horizontal pan around a beige building with a dark gray roof, situated in a park-like setting with green grass, trees, and picnic tables. The camera movement is smooth and continuous, returning to the initial viewpoint at the end, creating a seamless loop with no drift or misalignment in the background objects."
+        ],
+        "level_2": [
+          "The video begins with a view of the side of a beige building with a dark gray roof, featuring a small overhang and a window with green shutters. As the camera pans horizontally, it reveals a gravel area with several concrete picnic tables and a young tree. The surrounding environment includes green grass and trees.",
+          "Continuing the pan, the camera moves around the building, showing a garage door covered by a lattice panel and a brown door adjacent to it. The background remains consistent with greenery and residential houses visible in the distance. The camera maintains a steady pace, ensuring a smooth transition between views.",
+          "The final part of the pan reveals the front of the building, which has an open section displaying two restroom doors with visible signage. The structure is supported by wooden beams under a gabled roof. The camera completes its loop, returning to the starting point with the same initial view of the building's side."
+        ],
+        "level_3": [
+          "The video opens with a side view of a beige building with a dark gray roof, showcasing a small overhang and a window with green shutters. The camera begins its horizontal pan, revealing a gravel area with concrete picnic tables and a young tree, set against a backdrop of green grass and trees.",
+          "As the camera continues its pan, it moves around the building, capturing a garage door covered by a lattice panel and a brown door next to it. The surrounding area includes more greenery and residential houses in the distance, maintaining a consistent park-like atmosphere.",
+          "The pan progresses to show the front of the building, which features an open section with two restroom doors marked by signage. The structure is supported by wooden beams under a gabled roof. The camera smoothly transitions, keeping the background elements aligned and unchanged.",
+          "The camera continues its horizontal loop, moving past the lattice-covered garage door and the brown door, providing a comprehensive view of the building's exterior. The surrounding greenery and distant houses remain visible, contributing to the serene park setting.",
+          "Finally, the camera completes its 360-degree pan, returning to the initial viewpoint of the building's side. The seamless loop ensures that the starting and ending frames are identical, with no noticeable drift or misalignment in the background objects, effectively demonstrating precise camera motion tracking."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera perform a full 360-degree pan around the building?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Is the initial view identical to the final view after the camera completes the loop?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are there any noticeable shifts or misalignments in the background objects after the camera completes the loop?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Does the video show consistent alignment of the main building throughout the camera's movement?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is there evidence of smooth and continuous camera motion during the horizontal loop?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "tnt_full_regen_with_compression",
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_99869de4c05e3f558d74b51a7ffed9b1aab2f51cfc1e302f4be78756ea77b85b_spatial"
+  },
+  {
+    "task_id": "mem_tnt_4917553f77bf46830cbc3ef9a6f6aea706f13c0938c5c828ae6670bf79045857_object",
+    "instance_id": "mem_tnt_4917553f77bf46830cbc3ef9a6f6aea706f13c0938c5c828ae6670bf79045857",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_4917553f77bf46830cbc3ef9a6f6aea706f13c0938c5c828ae6670bf79045857.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases the Santa Cruz Surfing Museum building and its attached lighthouse structure, captured from various angles and distances. The museum is constructed from red brick with white trim around the windows and doors, and features a white lighthouse tower with black railings at the top. An American flag flies on a pole adjacent to the building. The roof of the museum has solar panels installed. Surfboards are displayed near the entrance, which has a sign reading 'Santa Cruz Surfing Museum' above the door. Throughout the video, the camera moves around the object, providing close-ups of the brick texture, the lighthouse details, and wider shots that include the surrounding area, such as a parking lot with cars, a grassy area, and the ocean in the background. The lighting is bright and sunny, with clear blue skies, and the sun occasionally creates lens flares in the footage."
+        ],
+        "level_2": [
+          "The video begins with a wide shot of the Santa Cruz Surfing Museum and its lighthouse, highlighting the red brick construction, white trim, and the American flag. The camera then moves closer to focus on the lighthouse tower, showing its white exterior and black railing. As the video progresses, the camera pans around the building, revealing the solar panels on the roof and the surfboards displayed near the entrance. The middle section includes views of the parking lot filled with cars and the grassy area surrounding the museum. Toward the end, the camera captures the ocean in the background and shows people walking near the building, emphasizing the museum's coastal location.",
+          "In the second third of the video, the focus shifts to different perspectives of the Santa Cruz Surfing Museum. The camera starts by capturing the side of the building, showing the intricate brickwork and the small windows with white frames. It then moves to the front, where the entrance with the 'Santa Cruz Surfing Museum' sign is prominently displayed. The lighthouse tower is shown again, this time from a slightly different angle, emphasizing its height and the railing around the top. The video continues with shots of the parking lot and the ocean, providing context for the museum's location.",
+          "The final third of the video provides a comprehensive view of the Santa Cruz Surfing Museum and its surroundings. The camera captures the building from various angles, including close-ups of the brick walls and the lighthouse tower. The American flag is seen waving in the breeze, and the solar panels on the roof are highlighted. The video concludes with wide shots of the museum, showing the parking lot, the grassy area, and the ocean in the distance. People are seen walking near the building, adding a sense of scale and activity to the scene."
+        ],
+        "level_3": [
+          "The video opens with a panoramic view of the Santa Cruz Surfing Museum and its lighthouse, showcasing the red brick structure with white trim and the American flag flying high. The camera slowly pans around the building, capturing the details of the lighthouse tower and the surfboards displayed near the entrance. The initial shots are taken during bright daylight, with the sun creating lens flares as it shines directly into the camera.",
+          "As the video progresses, the camera moves closer to the museum, focusing on the side of the building and the intricate brickwork. The lighthouse tower is shown from different angles, highlighting its white exterior and the black railing at the top. The camera then pans to the front of the museum, where the entrance with the 'Santa Cruz Surfing Museum' sign is clearly visible. The solar panels on the roof are also captured in detail.",
+          "The middle part of the video transitions to a broader view of the museum's surroundings. The camera captures the parking lot filled with cars and the grassy area adjacent to the building. The ocean is visible in the background, providing a scenic coastal backdrop. The video then focuses on the lighthouse tower once more, showing it from a higher angle and emphasizing its height and prominence.",
+          "In the latter part of the video, the camera moves around the museum, capturing the side and back views. The intricate details of the brick walls and the small windows with white frames are highlighted. The video then shifts to the front of the museum, where people are seen walking near the entrance. The American flag is shown waving in the breeze, and the ocean remains a constant presence in the background.",
+          "The video concludes with a series of wide shots that encompass the entire Santa Cruz Surfing Museum and its surroundings. The camera captures the building from various angles, including the lighthouse tower, the entrance, and the solar panels on the roof. The final shots show the museum in relation to the parking lot, the grassy area, and the ocean, providing a comprehensive view of the location. The American flag continues to wave in the wind, and the sun creates lens flares as it shines brightly in the sky."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the red brick color of the building remain consistent across all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How does the appearance of the American flag change as the camera angle shifts?",
+          "options": [
+            "A. It remains fully visible and unchanged",
+            "B. It becomes partially obscured by the lighthouse",
+            "C. It appears smaller and further away",
+            "D. It changes color due to lighting"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the surfboards displayed near the entrance consistently visible in all shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "When viewed from directly below, how is the text 'Santa Cruz Surfing Museum' still legible?",
+          "options": [
+            "A. It is upside down but readable",
+            "B. It is mirrored and unreadable",
+            "C. It is at a skewed angle but identifiable",
+            "D. It is not visible from this angle"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Do the solar panels on the roof maintain their appearance and position relative to the building across different shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Is the rectangular shape of the building maintained consistently across all camera movements?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "How does the perspective distortion of the lighthouse change as the camera moves closer?",
+          "options": [
+            "A. It becomes more pronounced, showing a wider base",
+            "B. It remains perfectly straight with no distortion",
+            "C. It appears slightly narrower at the top",
+            "D. It shows a fisheye effect due to close proximity"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are the right angles of the building's corners consistently sharp and well-defined?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What happens to the perceived height of the lighthouse when viewed from very low angles?",
+          "options": [
+            "A. It appears shorter than it is",
+            "B. It appears disproportionately tall",
+            "C. It maintains its actual proportions",
+            "D. It disappears from view"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the circular shape of the lighthouse's lantern room appear distorted when viewed from an angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Are the individual bricks on the building's walls consistently detailed and distinguishable?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "How does the texture of the wooden benches compare to the brick wall in terms of detail retention?",
+          "options": [
+            "A. The wooden benches are less detailed",
+            "B. The brick wall is less detailed",
+            "C. Both have equal detail retention",
+            "D. Neither shows clear texture"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Are the fine details of the window grilles consistently sharp across all camera distances?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "What happens to the texture of the American flag when it's shown in the distance?",
+          "options": [
+            "A. It becomes pixelated and loses detail",
+            "B. It remains crisp and detailed",
+            "C. It appears blurred but recognizable",
+            "D. It disappears completely"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Do the solar panels retain their grid-like texture and reflective quality when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When viewing the side of the building, is the 'Santa Cruz Surfing Museum' sign correctly oriented and readable?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "How is the orientation of the American flag when viewed from behind?",
+          "options": [
+            "A. It shows the reverse side with stars on the left",
+            "B. It shows the front side with stars on the right",
+            "C. It is not visible from this angle",
+            "D. It appears sideways"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Is the lighthouse's lantern room always shown with its windows facing the viewer when appropriate?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "What is the correct semantic orientation of the surfboards when viewed from the side of the building?",
+          "options": [
+            "A. They are standing upright",
+            "B. They are lying flat against the wall",
+            "C. They are angled towards the entrance",
+            "D. They are horizontal and parallel to the ground"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "When the camera looks up at the lighthouse, is the top of the structure correctly represented as being above the base?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "When the lighthouse is partially occluded by the tree, does the visible portion match exactly when the tree moves out of the way?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "How does the visibility of the 'Santa Cruz Surfing Museum' sign change when occluded by the flagpole?",
+          "options": [
+            "A. It is completely hidden and then reappears fully",
+            "B. It is partially visible and then fully reappears",
+            "C. It is never visible when occluded",
+            "D. It appears distorted when re-emerging"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Are the details on the surfboards consistent before and after they are hidden behind the building corner?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "What happens to the view of the lighthouse's balcony railing when it's momentarily blocked by the flagpole?",
+          "options": [
+            "A. It is not visible at all during occlusion",
+            "B. It is partially visible and then fully reappears",
+            "C. It appears differently when re-occurring",
+            "D. It is replaced by another structure"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "When the camera moves around the corner of the building, do previously hidden parts of the brick wall appear with the same texture and color?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the museum's red brick exterior remain consistent across all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:51.444555"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which feature of the museum is consistently referenced across all segments?",
+          "options": [
+            "A. Blue roof tiles",
+            "B. Red brick with white trim",
+            "C. Wooden facade",
+            "D. Glass dome"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:51.444591"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Are detailed close-ups of the brickwork shown in multiple segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:51.444604"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "Which detail requires consistent texture rendering across views?",
+          "options": [
+            "A. Color of the sky",
+            "B. Brick pattern",
+            "C. Flag position",
+            "D. Car models"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:51.444611"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Is the lighthouse consistently positioned adjacent to the main building in all views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:51.444618"
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "From which angle is the 'Santa Cruz Surfing Museum' sign most prominently displayed?",
+          "options": [
+            "A. Side view",
+            "B. Back view",
+            "C. Front view",
+            "D. Top-down view"
+          ],
+          "answer": "C",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:51.444625"
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Does the video include a full rotation around the museum?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:51.444632"
+        },
+        {
+          "question_id": "33",
+          "type": "multiple_choice",
+          "question": "What must be preserved when the camera completes a full rotation?",
+          "options": [
+            "A. Only the sun position",
+            "B. The entire scene configuration",
+            "C. Only the flag movement",
+            "D. Only the car count"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:51.444638"
+        },
+        {
+          "question_id": "34",
+          "type": "binary",
+          "question": "Does the ocean remain visible in multiple segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:51.444646"
+        },
+        {
+          "question_id": "35",
+          "type": "multiple_choice",
+          "question": "Which background element must stay consistent when revisited?",
+          "options": [
+            "A. Cloud formation",
+            "B. Parking lot layout",
+            "C. Flag color",
+            "D. Camera angle"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:35:51.444652"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_4917553f77bf46830cbc3ef9a6f6aea706f13c0938c5c828ae6670bf79045857_object"
+  },
+  {
+    "task_id": "mem_tnt_79b74782cc704f9e6608549e44015e34d5768e8cc047db690a788b827e84f6de_spatial",
+    "instance_id": "mem_tnt_79b74782cc704f9e6608549e44015e34d5768e8cc047db690a788b827e84f6de",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_79b74782cc704f9e6608549e44015e34d5768e8cc047db690a788b827e84f6de.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "A camera smoothly pans around a playground, capturing various pieces of equipment and the surrounding area. The pan completes a full horizontal loop, returning to the original framing with a seamless transition back to the starting point."
+        ],
+        "level_2": [
+          "The camera begins by panning left, showcasing the initial playground equipment, including slides and climbing structures, set against a backdrop of residential houses and tall trees. As it continues, the view expands to include more of the playground's perimeter and additional seating areas.",
+          "Moving further around the playground, the camera captures the central play structure from different angles, highlighting its multiple slides and interactive elements. The surrounding greenery and benches become more prominent as the pan progresses.",
+          "The final part of the pan reveals the playground's outer edges, including more seating options and a clear view of the adjacent park area. The camera smoothly transitions back to the starting point, completing the loop with a cohesive and continuous shot."
+        ],
+        "level_3": [
+          "The camera starts with a leftward pan, focusing on the initial playground equipment such as slides and climbing frames. Residential houses and tall trees form the background, while a pathway and rocks are visible in the foreground.",
+          "As the pan continues, the camera moves past the central play structure, revealing more of the playground's layout. Additional seating areas and a broader view of the surrounding greenery come into focus.",
+          "The camera then shifts to capture the right side of the playground, showing more benches and a glimpse of the park beyond. The pan begins to curve back towards the starting point, maintaining a smooth and continuous motion.",
+          "Approaching the end of the loop, the camera focuses on the outer edges of the playground, including more seating options and a clear view of the adjacent park area. The transition back to the starting point begins, ensuring a seamless return to the original framing.",
+          "Finally, the camera completes the horizontal pan, returning to the initial framing. The entire sequence showcases the playground from multiple angles, with a smooth and continuous motion that highlights both the equipment and the surrounding environment."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera perform a horizontal pan around the playground?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Does the camera return to its original framing after panning?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is there a smooth transition back to the starting point?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Are there any abrupt changes in the camera's position during the pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the camera maintain consistent speed throughout the pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "tnt_full_regen_with_compression",
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_79b74782cc704f9e6608549e44015e34d5768e8cc047db690a788b827e84f6de_spatial"
+  },
+  {
+    "task_id": "mem_tnt_1a5e108074f33f006cf0feeaf343ca72253f8fe7be2d43c0a97e7c71026294f1_spatial",
+    "instance_id": "mem_tnt_1a5e108074f33f006cf0feeaf343ca72253f8fe7be2d43c0a97e7c71026294f1",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_1a5e108074f33f006cf0feeaf343ca72253f8fe7be2d43c0a97e7c71026294f1.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a detailed exploration of a military tank displayed inside a large hangar. The camera moves around the tank, capturing its front, sides, and rear, highlighting features such as the turret, tracks, and various equipment mounted on its body. The tank remains the central focus throughout, with its distinct military design consistently recognizable. The background reveals other tanks and military vehicles, emphasizing the setting as a museum or storage facility for armored vehicles."
+        ],
+        "level_2": [
+          "The video begins with a close-up view of the front of the military tank, focusing on its grille and identification plates. The camera then pans to the right, revealing the side profile of the tank, showcasing its tracks and wheels. As the exploration continues, the rear of the tank is shown, highlighting additional details such as storage compartments and equipment. The setting is a spacious hangar with red structural beams and other tanks visible in the background.",
+          "Moving further along the tank, the camera captures the turret and main gun, providing a detailed look at the weapon system. The middle section of the video focuses on the mid-body of the tank, displaying the intricate details of the armor plating and various hatches. The background remains consistent, showing the hangar environment with other military vehicles and equipment scattered around.",
+          "The final part of the video provides a comprehensive view of the tank from different angles, including close-ups of the tracks and wheels. The camera then returns to the front of the tank, completing the circular tour. The video concludes with a wide shot of the tank within the hangar, surrounded by other military vehicles, reinforcing the setting as a museum or storage facility."
+        ],
+        "level_3": [
+          "The video opens with a close-up of the tank's front, focusing on the grille and identification plates. The camera slowly pans to the right, beginning to reveal the side profile of the tank and its tracks. The initial frames set the stage by establishing the tank as the primary subject within the hangar setting.",
+          "As the camera continues to move, it captures the side of the tank, highlighting the wheels and tracks in detail. The exploration progresses towards the rear of the tank, showcasing additional features such as storage compartments and mounted equipment. The background starts to become more visible, showing other tanks and military vehicles in the hangar.",
+          "The middle segment of the video focuses on the turret and main gun of the tank, providing a detailed view of the weapon system. The camera then moves along the mid-body of the tank, displaying the armor plating and various hatches. The consistent presence of the hangar environment with red beams and other vehicles in the background maintains the context of the setting.",
+          "The latter part of the video captures the rear and side views of the tank, emphasizing the intricate details of the tracks and wheels. The camera then returns to the front of the tank, completing the circular tour. The background remains filled with other military vehicles, reinforcing the museum or storage facility setting.",
+          "The video concludes with a wide shot of the tank within the hangar, surrounded by other military vehicles. The camera provides a final comprehensive view of the tank from different angles, ensuring that all key features are highlighted. The consistent focus on the tank and the detailed exploration of its components effectively convey the main subject's identity and features throughout the video."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the main object maintain its identity throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes"
+        },
+        {
+          "question_id": "2",
+          "type": "binary",
+          "question": "Are there any instances where the main object appears to transform into a different type of vehicle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "_regenerated": true,
+    "_regen_type": "tnt_full_regen_with_compression",
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_1a5e108074f33f006cf0feeaf343ca72253f8fe7be2d43c0a97e7c71026294f1_spatial"
+  },
+  {
+    "task_id": "mem_tnt_0b199d304a74f9c3d2003c36f68bbf95fa52d9983fd2275bdae66a61e23d49d5_object",
+    "instance_id": "mem_tnt_0b199d304a74f9c3d2003c36f68bbf95fa52d9983fd2275bdae66a61e23d49d5",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_0b199d304a74f9c3d2003c36f68bbf95fa52d9983fd2275bdae66a61e23d49d5.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a detailed exploration of a camouflaged military tank, specifically a Pz IV Ausf. H variant, marked with the red number '501' and a black cross insignia. The tank is displayed in a large indoor hangar with high ceilings and ample natural light streaming through windows. The camera moves smoothly around the tank, capturing its intricate details from various angles—starting from the side view highlighting the six large road wheels and track system, transitioning to the front to show the hull and turret, then moving to the rear to reveal the engine deck and exhausts. The camouflage paint pattern, consisting of greens, browns, and tans, remains consistent throughout, with fine details like rivets, hatches, antennas, and mounted equipment clearly visible. The video ensures identity persistence, geometric integrity, texture fidelity, semantic correctness, and occlusion recovery as the tank is viewed from all perspectives."
+        ],
+        "level_2": [
+          "The video begins with a side view of the camouflaged Pz IV Ausf. H tank, emphasizing its six large road wheels, track system, and the red number '501' on the turret. The camera slowly pans around the tank, revealing its front hull and turret, showcasing the black cross insignia and various mounted equipment. As the camera continues to move, it captures the rear of the tank, displaying the engine deck and exhaust systems. The indoor hangar setting provides a spacious backdrop with natural light illuminating the tank's intricate details and complex surface textures.",
+          "In the middle portion of the video, the focus shifts to the front and rear views of the tank. The front view highlights the hull's design, the main gun barrel, and the black cross insignia on both the hull and turret. The camera then moves to the rear, showing the engine deck, exhaust pipes, and additional mounted equipment. The consistent camouflage pattern and fine details such as rivets and hatches are maintained throughout, ensuring geometric integrity and texture fidelity. The spacious hangar environment allows for clear visibility of these features.",
+          "Toward the end, the video provides a comprehensive overview of the tank from multiple angles, including close-ups of the side, front, and rear. The side view emphasizes the track system and road wheels, while the front and rear views showcase the hull, turret, and engine deck respectively. The red number '501' and black cross insignia remain prominent, and the camera captures the tank's complex surface textures and mounting details. The video concludes with a final side view, reinforcing the tank's identity and structural consistency within the hangar setting."
+        ],
+        "level_3": [
+          "The video opens with a side view of the camouflaged Pz IV Ausf. H tank, focusing on its six large road wheels and track system. The red number '501' is clearly visible on the turret, and the black cross insignia can be seen on the hull. The camera begins to pan around the tank, gradually revealing more of its structure and details.",
+          "As the camera continues to move, it transitions to the front view of the tank, highlighting the hull's design, the main gun barrel, and the black cross insignia. The intricate details of the mounted equipment and the camouflage pattern are captured in detail. The camera then starts to move toward the rear of the tank, showing the engine deck and exhaust systems.",
+          "The middle section of the video focuses on the rear view of the tank, providing a clear look at the engine deck, exhaust pipes, and additional mounted equipment. The consistent camouflage pattern and fine details such as rivets and hatches are maintained, ensuring geometric integrity and texture fidelity. The spacious hangar environment allows for clear visibility of these features.",
+          "In the latter part of the video, the camera captures close-up views of the tank from the front and rear, emphasizing the hull's design, the main gun barrel, and the engine deck. The red number '501' and black cross insignia remain prominent, and the camera highlights the tank's complex surface textures and mounting details. The video ensures semantic correctness by presenting the tank from all necessary angles.",
+          "The video concludes with a final side view of the tank, reinforcing its identity and structural consistency within the hangar setting. The camera captures the intricate details of the track system and road wheels, ensuring identity persistence and texture fidelity. The spacious hangar environment provides a fitting backdrop for the detailed exploration of this military tank."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the tank's overall camouflage color scheme remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "When the camera returns to the initial left-side view of the tank, does the red '501' number appear in the same position and color as at the start?",
+          "options": [
+            "A. It appears slightly faded",
+            "B. It is in a different location",
+            "C. It looks identical",
+            "D. It has changed color"
+          ],
+          "answer": "C.",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the black cross insignias visible on both the front and rear views of the tank?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "During the pan from front to rear, does the tank's silhouette and general shape remain geometrically consistent without any apparent变形 or stretching?",
+          "options": [
+            "A. Yes, perfectly consistent",
+            "B. Slight distortion is visible",
+            "C. The shape changes significantly",
+            "D. Inconsistent due to occlusion"
+          ],
+          "answer": "A.",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "After the camera moves away and then back to the side profile, is the tank's appearance identical to the first time this angle was shown?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the tank's six-wheel configuration remain constant and correctly proportioned in all views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Is the relationship between the turret and the hull maintained consistently, with no apparent misalignment or rotation issues?",
+          "options": [
+            "A. Always aligned",
+            "B. Occasionally misaligned",
+            "C. Frequently rotated incorrectly",
+            "D. Severely distorted"
+          ],
+          "answer": "A.",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Do the track links and road wheels maintain their correct spacing and alignment throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "When viewing the tank from directly behind, are the exhaust pipes and rear fenders geometrically stable and undistorted?",
+          "options": [
+            "A. Perfectly stable",
+            "B. Slightly warped",
+            "C. Moderately distorted",
+            "D. Severely deformed"
+          ],
+          "answer": "A.",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the tank's overall length-to-width ratio appear consistent across all camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Are the individual camouflage patches (greens, browns, tans) clearly defined and consistent in their shapes and boundaries across all views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "How does the sharpness of the red '501' number change as the camera moves from close-up to wider shots?",
+          "options": [
+            "A. It becomes significantly blurrier",
+            "B. It remains sharp at all distances",
+            "C. It loses some detail but stays legible",
+            "D. It is only clear in certain angles"
+          ],
+          "answer": "C.",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Are the black cross insignias consistently crisp and well-defined in all lighting conditions and angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Does the texture of the metal tracks and road wheels show consistent wear and tear patterns throughout the video?",
+          "options": [
+            "A. Completely uniform wear",
+            "B. Slight variations due to lighting",
+            "C. Noticeable inconsistencies in wear patterns",
+            "D. Severe inconsistency in texture"
+          ],
+          "answer": "B.",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Are small details like the hatch covers, antennas, and equipment mounts on the tank's exterior consistently visible and unchanged in appearance?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When viewing the tank from the front, does it show the characteristic sloped front plate and main gun barrel, semantically representing the front of a tank?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "From the rear view, is the engine deck, exhaust stacks, and return rollers correctly represented semantically?",
+          "options": [
+            "A. Fully correct",
+            "B. Partially correct",
+            "C. Incorrectly represented",
+            "D. Not visible at all"
+          ],
+          "answer": "A.",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Does the side view correctly show the length of the hull, the road wheels, and the track running along the side?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "When the camera is positioned above and looking down on the turret, are the hatches and top-mounted equipment semantically correct for that viewpoint?",
+          "options": [
+            "A. Perfectly correct",
+            "B. Slightly off",
+            "C. Misrepresented",
+            "D. Unrecognizable"
+          ],
+          "answer": "A.",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Are there any instances where a part of the tank is shown from an incorrect or impossible angle (e.g., seeing the inside of the hull from the outside)?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "When the tank's rear section comes back into view after being out of frame, do the exhaust stacks and rear fenders look exactly as they did before?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "After the camera pans past the front of the tank and returns to the side, is the red '501' number visible again in the same condition as before?",
+          "options": [
+            "A. Identical appearance",
+            "B. Slightly less vibrant",
+            "C. Different position",
+            "D. Missing entirely"
+          ],
+          "answer": "A.",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the camouflage pattern on the side of the tank maintain its continuity and alignment when the camera moves from one side to the other and back?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "When the tank's front right road wheel comes back into view after being obscured, is its appearance (color, wear) consistent with previous views?",
+          "options": [
+            "A. Perfectly consistent",
+            "B. Slightly different due to lighting",
+            "C. Noticeably altered",
+            "D. Unrecognizable"
+          ],
+          "answer": "A.",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Are the details on the turret, such as the main gun barrel and hatches, consistent in appearance when they re-enter the frame from different directions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Occlusion Recovery"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the red number '501' remain visible on the turret throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:43.670215"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the requirement for the tank's identity in the video?",
+          "options": [
+            "A. The tank should appear as different models in each segment",
+            "B. The tank's markings must be consistently visible across all angles",
+            "C. The tank should change color patterns over time",
+            "D. The tank should disappear and reappear with new features"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:43.670251"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Are the six large road wheels consistently shown from all sides of the tank?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:43.670266"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "What is essential for maintaining geometric integrity in the tank’s representation?",
+          "options": [
+            "A. Changing the number of road wheels based on camera angle",
+            "B. Preserving the correct shape and structure of the hull and turret",
+            "C. Adding fictional components like extra turrets",
+            "D. Altering the size of the main gun barrel in different views"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:43.670273"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Are the camouflage paint patterns (greens, browns, tans) consistent across all views of the tank?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:43.670281"
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "Which detail demonstrates the need for texture fidelity?",
+          "options": [
+            "A. The tank changes its color scheme every 10 seconds",
+            "B. The visibility of rivets and hatches across multiple angles",
+            "C. The tank becomes transparent in certain lighting",
+            "D. The exhaust pipes disappear in rear view"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:43.670288"
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Does the video begin and end with a side view of the tank?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:43.670308"
+        },
+        {
+          "question_id": "33",
+          "type": "multiple_choice",
+          "question": "What must be preserved for horizontal loop memory to be successful?",
+          "options": [
+            "A. The tank’s appearance must differ at the start and end",
+            "B. The camera path must return to the exact initial viewpoint",
+            "C. The lighting should dim at the end",
+            "D. The background must change"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:43.670314"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_0b199d304a74f9c3d2003c36f68bbf95fa52d9983fd2275bdae66a61e23d49d5_object"
+  },
+  {
+    "task_id": "mem_tnt_c377e6c6722ada96fe40ab147f9fee05963e9cc40b9e6cdc51dd48e788f2e0d1_object",
+    "instance_id": "mem_tnt_c377e6c6722ada96fe40ab147f9fee05963e9cc40b9e6cdc51dd48e788f2e0d1",
+    "task_type": "object_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_c377e6c6722ada96fe40ab147f9fee05963e9cc40b9e6cdc51dd48e788f2e0d1.mp4"
+    },
+    "generation_prompts": {
+      "category": "Entity Consistency",
+      "prompts": {
+        "level_1": [
+          "An object-centric video showcasing a vintage blue flatbed truck parked on a city sidewalk. The truck features sky-blue paint with visible rust and chipped areas, wooden slat sides on the flatbed, white-rimmed wheels with black tires, and a logo on the door reading 'SAN PEDRO SQUARE MARKET' with a house graphic. The camera moves around the truck in a continuous orbit, capturing it from various angles—front, side, rear, and three-quarter views—while maintaining focus on the vehicle's details. The background includes urban elements such as trees, street lamps, outdoor seating with yellow umbrellas, and a modern building facade. The lighting is natural daylight, highlighting the textures of the truck's weathered surface."
+        ],
+        "level_2": [
+          "At the beginning, the video presents a side view of the vintage blue flatbed truck, emphasizing its wooden slat sides and rusted blue paint. The camera slowly pans around the truck, revealing the front grille and headlights, which show signs of age-related wear. In the middle section, the focus shifts to the rear of the truck, displaying the tailgate and license plate area, while also capturing the surrounding urban environment with tables and chairs set up for an outdoor café. Toward the end, the camera returns to the front of the truck, providing a detailed look at the 'SAN PEDRO SQUARE MARKET' logo and the overall condition of the vehicle's exterior.",
+          "The video starts with a close-up of the truck's side, highlighting the contrast between the faded blue paint and the dark wooden bed. As the camera moves forward, it captures the front of the truck, focusing on the worn-out grille and headlights. Midway through, the perspective shifts to the rear, showing the tailgate and the license plate, with the background featuring a mix of greenery and urban structures. In the final part, the camera circles back to the front, offering a comprehensive view of the truck's branding and overall aesthetic.",
+          "Initially, the video frames the truck from a slightly elevated angle, showcasing the wooden bed and the side profile. The camera then transitions smoothly to the front, detailing the aged headlights and the iconic 'SAN PEDRO SQUARE MARKET' logo. As the video progresses, the rear of the truck comes into view, with the camera capturing the tail lights and the license plate. Finally, the camera completes its orbit by returning to the front, reinforcing the truck's vintage charm and its placement within the urban setting."
+        ],
+        "level_3": [
+          "The video opens with a side view of the vintage blue flatbed truck, focusing on the wooden slats of the bed and the rusted blue paint. The camera begins its movement by panning left, gradually revealing the front of the truck and its weathered grille. The initial 20% of the video sets the stage by establishing the truck's presence in the urban environment, with trees and outdoor seating visible in the background.",
+          "As the camera continues its orbit, it moves past the front of the truck, capturing the details of the headlights and the 'SAN PEDRO SQUARE MARKET' logo on the door. The next 20% of the video focuses on the transition from the front to the rear, with the camera tilting slightly upward to emphasize the height of the wooden bed. The background remains consistent, featuring the same urban elements but from different angles.",
+          "In the third segment, the camera reaches the rear of the truck, providing a clear view of the tailgate, license plate, and red tail lights. The surrounding area includes a glimpse of the street and additional buildings, adding depth to the scene. The camera then begins its return journey toward the front, maintaining a steady pace and keeping the truck centered in the frame.",
+          "The fourth segment brings the camera back to the front of the truck, where it lingers for a moment to highlight the details of the grille and the overall condition of the vehicle. The camera then pans slightly to the right, offering a three-quarter view that combines both the front and side perspectives. This part of the video reinforces the truck's vintage appeal and its integration into the urban landscape.",
+          "In the final 20%, the camera completes its full orbit around the truck, returning to the initial side view. The video concludes by reiterating the key visual features of the truck, such as the rusted paint, wooden bed, and branding, while also showcasing the consistency of the urban setting throughout the entire sequence."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the truck retain its fundamental blue color identity from start to finish?",
+          "options": [
+            "Yes",
+            "No",
+            "Only partially",
+            "It changes to another color"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How consistent is the overall shape of the truck across different camera angles?",
+          "options": [
+            "A. Perfectly consistent with no distortion",
+            "B. Generally consistent but with minor perspective changes",
+            "C. Somewhat inconsistent with noticeable变形",
+            "D. Highly inconsistent with major structural changes"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the wooden slats on the flatbed consistently visible and unchanged in structure throughout the video?",
+          "options": [
+            "Yes",
+            "No",
+            "Sometimes visible",
+            "They disappear and reappear"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Does the truck's logo ('SAN PEDRO SQUARE MARKET') remain legible and in the same relative position on the door across all views?",
+          "options": [
+            "A. Always legible and correctly positioned",
+            "B. Legible but shifts position slightly",
+            "C. Occasionally obscured or less clear",
+            "D. Never consistent in appearance"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is there any evidence of the truck changing its physical identity (e.g., parts appearing/disappearing) during the pan?",
+          "options": [
+            "Yes",
+            "No",
+            "Only in certain extreme angles",
+            "It happens but is corrected by the end"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the truck appear to maintain its correct proportions and geometric structure when viewed from the front compared to the side?",
+          "options": [
+            "Yes",
+            "No",
+            "Only approximately",
+            "It appears significantly warped"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When viewing the rear of the truck, does the flatbed's rectangular shape remain intact without apparent stretching or compression?",
+          "options": [
+            "A. Clearly intact",
+            "B. Slightly distorted",
+            "C. Moderately distorted",
+            "D. Severely distorted"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are the wheel shapes and their attachment to the chassis consistently represented across all camera angles?",
+          "options": [
+            "Yes",
+            "No",
+            "Only in some angles",
+            "They appear deformed in certain views"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "Does the truck's cab roofline and windshield shape appear consistent when transitioning from a side view to a front-three-quarter view?",
+          "options": [
+            "A. Perfectly consistent",
+            "B. Generally consistent with expected perspective change",
+            "C. Somewhat inconsistent",
+            "D. Highly inconsistent"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is there any visual evidence of the truck's body being stretched, compressed, or otherwise geometrically deformed during the camera movement?",
+          "options": [
+            "Yes",
+            "No",
+            "Only in the rear view",
+            "Only in the front view"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Are the rust patches and chipped paint on the truck's body consistently visible and sharp across all camera angles?",
+          "options": [
+            "Yes",
+            "No",
+            "Only in close-up shots",
+            "They are blurred or missing in most views"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "How well are the details of the wooden slats on the flatbed preserved when viewed from the side versus the rear?",
+          "options": [
+            "A. Equally sharp and detailed",
+            "B. Sharper on the side than the rear",
+            "C. Sharper on the rear than the side",
+            "D. Neither view shows detail clearly"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Is the texture of the white-painted grille and bumper consistently shown with the same level of wear and tear in both front and front-three-quarter views?",
+          "options": [
+            "Yes",
+            "No",
+            "Only in the direct front view",
+            "Only in the front-three-quarter view"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "When comparing the texture of the truck's paint in the initial side view to the final front view, how would you describe the consistency?",
+          "options": [
+            "A. Perfectly consistent in all details",
+            "B. Generally consistent but with slight differences due to angle",
+            "C. Somewhat inconsistent",
+            "D. Highly inconsistent"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Are the small details like the license plate text and the logo graphics consistently sharp and readable across all camera movements?",
+          "options": [
+            "Yes",
+            "No",
+            "Only in certain angles",
+            "They are never clear"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When viewing the rear of the truck, does it show the back of the vehicle with taillights and license plate, as expected?",
+          "options": [
+            "Yes",
+            "No",
+            "Only partially",
+            "It shows the front instead"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "As the camera moves from the side to the front, does the orientation of the truck's features (like the grille and headlights) change logically?",
+          "options": [
+            "A. Yes, they transition smoothly and logically",
+            "B. No, there's an illogical jump in orientation",
+            "C. Only sometimes do they transition logically",
+            "D. The orientation is always incorrect"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "When viewing the truck from the front, is the driver's side door visible and correctly oriented?",
+          "options": [
+            "Yes",
+            "No",
+            "Only in some front views",
+            "It's shown as the passenger side"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "Does the truck's logo and text ('SAN PEDRO SQUARE MARKET') maintain a consistent semantic orientation (not upside down or mirrored) across all views?",
+          "options": [
+            "A. Always consistent",
+            "B. Generally consistent",
+            "C. Sometimes inconsistent",
+            "D. Often inconsistent"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Are there any instances where a part of the truck is shown in an impossible or semantically incorrect way (e.g., a second front visible from the side)?",
+          "options": [
+            "Yes",
+            "No",
+            "Only in very distant views",
+            "Only in reflections"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Semantic Correctness"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the lighting on the truck appear consistent throughout the video, or does it change dramatically between shots?",
+          "options": [
+            "Yes, consistent",
+            "No, it changes noticeably",
+            "Only in certain angles",
+            "It's unpredictable"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "How would you rate the overall visual coherence of the truck's appearance across all camera movements?",
+          "options": [
+            "A. Excellent - everything looks perfectly integrated",
+            "B. Good - minor inconsistencies but mostly coherent",
+            "C. Fair - some noticeable issues",
+            "D. Poor - many problems with consistency"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Is there any evidence of digital artifacts (e.g., warping, ghosting, or unnatural blending) affecting the truck's appearance?",
+          "options": [
+            "Yes",
+            "No",
+            "Only in transitions between shots",
+            "Only in close-ups"
+          ],
+          "answer": "No",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "When comparing the truck's appearance in the first few seconds to the last few seconds, how would you describe the consistency?",
+          "options": [
+            "A. Virtually identical",
+            "B. Very similar with only minor changes",
+            "C. Somewhat different",
+            "D. Significantly different"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Does the truck's shadow or interaction with the ground plane remain consistent with its 3D form and lighting conditions?",
+          "options": [
+            "Yes",
+            "No",
+            "Only in certain angles",
+            "It's inconsistent"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Others"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the vintage blue flatbed truck maintain its identity throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:52.388380"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which feature confirms the truck's identity persistence across segments?",
+          "options": [
+            "A. Color of the sky",
+            "B. 'SAN PEDRO SQUARE MARKET' logo",
+            "C. Changing background",
+            "D. Camera angle"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:52.388414"
+        },
+        {
+          "question_id": "28",
+          "type": "multiple_choice",
+          "question": "What aspect of the truck must stay consistent to preserve geometric integrity?",
+          "options": [
+            "A. Branding text color",
+            "B. Wheel alignment and body shape",
+            "C. Background lighting",
+            "D. Camera speed"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:52.388433"
+        },
+        {
+          "question_id": "29",
+          "type": "binary",
+          "question": "Are specific textures like rust and chipped paint mentioned as important visual details?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:52.388441"
+        },
+        {
+          "question_id": "30",
+          "type": "multiple_choice",
+          "question": "Which texture detail must remain consistent across all camera angles?",
+          "options": [
+            "A. Yellow umbrellas",
+            "B. Rust on the truck’s surface",
+            "C. Building facade",
+            "D. Camera path"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:52.388447"
+        },
+        {
+          "question_id": "31",
+          "type": "binary",
+          "question": "Does the video begin and end with the same side view of the truck?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:52.388454"
+        },
+        {
+          "question_id": "32",
+          "type": "multiple_choice",
+          "question": "What kind of camera motion is required for a complete horizontal loop?",
+          "options": [
+            "A. Zoom-in only",
+            "B. Vertical tilt",
+            "C. 360-degree orbit",
+            "D. Jump cut"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:36:52.388460"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_c377e6c6722ada96fe40ab147f9fee05963e9cc40b9e6cdc51dd48e788f2e0d1_object"
+  },
+  {
+    "task_id": "mem_tnt_5c230d78880b8c91f83954320759a4299ec025506ae677331c26e6220c455d3f_spatial",
+    "instance_id": "mem_tnt_5c230d78880b8c91f83954320759a4299ec025506ae677331c26e6220c455d3f",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_5c230d78880b8c91f83954320759a4299ec025506ae677331c26e6220c455d3f.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a bronze family statue situated in a circular brick plaza, surrounded by wooden benches and palm trees. The camera performs a smooth horizontal pan around the statue, capturing it from various angles while maintaining consistent background elements such as the modern building with glass windows and greenery. As the camera moves, it occasionally zooms in for closer views of the statue's details before returning to wider shots, ensuring spatial coherence and continuity throughout the exploration."
+        ],
+        "level_2": [
+          "At the beginning, the camera focuses on the bronze family statue from a frontal perspective, highlighting its intricate details and the inscription on its base. The surrounding environment includes a circular brick plaza, wooden benches, and a tall palm tree. In the middle, the camera pans horizontally around the statue, offering side and rear views while keeping the background buildings and greenery consistently visible. Toward the end, the camera retraces its path, revisiting earlier angles and zooming in slightly to emphasize specific features of the statue before concluding with a final wide shot."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a frontal view of the bronze family statue, showcasing its detailed craftsmanship and the inscription on its base. The surrounding area features a circular brick plaza, wooden benches, and a prominent palm tree, with a modern building visible in the background.",
+          "20-40%: The camera begins a slow horizontal pan to the right, revealing the side profile of the statue and providing a view of the wooden benches and greenery encircling the plaza. The background remains consistent, with the building and palm tree staying in frame.",
+          "40-60%: Continuing the pan, the camera moves further around the statue, capturing its rear view and emphasizing the flowing drapery of the figures' garments. The plaza's circular design and the evenly spaced benches become more apparent as the camera explores different perspectives.",
+          "60-80%: The camera starts to retrace its path, moving back toward the initial frontal view of the statue. It zooms in slightly to focus on the faces and hands of the figures, highlighting their emotional expressions before pulling back to a wider shot.",
+          "80-100%: In the final segment, the camera completes its near 360-degree loop, revisiting the original framing of the statue. It captures the full composition once more, ensuring that all spatial elements, including the plaza, benches, and background structures, remain visually consistent and coherent."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree horizontal rotation around the statue?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How many times does the camera revisit a previously seen angle within the first 20 seconds?",
+          "options": [
+            "Once",
+            "Twice",
+            "Three times",
+            "More than three times"
+          ],
+          "answer": "Twice",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the statue consistently framed in the same orientation when the camera returns to a prior viewpoint?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary direction of camera movement during the looping motion?",
+          "options": [
+            "Clockwise",
+            "Counter-clockwise",
+            "Random",
+            "Alternating"
+          ],
+          "answer": "Clockwise",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the camera maintain consistent lighting and shadow positioning on the statue across looped views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera return to the exact starting position and angle by the end of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "How does the final framing of the statue compare to the opening shot?",
+          "options": [
+            "Identical",
+            "Slightly different",
+            "Significantly different",
+            "Unrecognizable"
+          ],
+          "answer": "Slightly different",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are there any noticeable discrepancies in the statue's position relative to the surrounding benches between the start and end of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "Which segment shows the most significant deviation from previously seen camera paths?",
+          "options": [
+            "0 seconds-10 seconds",
+            "10 seconds-20 seconds",
+            "20 seconds-40 seconds",
+            "40 seconds-60 seconds"
+          ],
+          "answer": "40 seconds-60 seconds",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the camera exhibit smooth transitions when retracing its path?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Do the wooden benches and palm trees reappear in the same configuration after exiting the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "How consistent is the appearance of the modern building with glass windows when it re-enters the frame?",
+          "options": [
+            "Perfectly consistent",
+            "Slightly altered",
+            "Noticeably different",
+            "Unrecognizable"
+          ],
+          "answer": "Perfectly consistent",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Are the shadows cast by the palm trees on the ground consistent across different camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "What happens to the background foliage when the camera completes a full loop?",
+          "options": [
+            "It appears unchanged",
+            "It shifts slightly",
+            "It becomes blurred",
+            "It disappears entirely"
+          ],
+          "answer": "It appears unchanged",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Do the people walking in the background maintain consistent movement patterns when they re-enter the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Does the statue remain the central focus throughout the entire video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "How would you describe the overall camera movement style?",
+          "options": [
+            "Linear and straightforward",
+            "Chaotic and unpredictable",
+            "Exploratory and dynamic",
+            "Static and unchanging"
+          ],
+          "answer": "Exploratory and dynamic",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are there any abrupt changes in camera perspective that disrupt spatial continuity?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the camera's relationship to the statue?",
+          "options": [
+            "The camera orbits the statue at a fixed distance",
+            "The camera moves erratically around the statue",
+            "The camera maintains a consistent framing of the statue",
+            "The camera frequently loses sight of the statue"
+          ],
+          "answer": "The camera maintains a consistent framing of the statue",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Does the video demonstrate coherent spatial navigation around the main subject?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_5c230d78880b8c91f83954320759a4299ec025506ae677331c26e6220c455d3f_spatial"
+  },
+  {
+    "task_id": "mem_tnt_347b192573971cc541124018fe08d0198d80de2b7133ef1be6bf93a51771450e_spatial",
+    "instance_id": "mem_tnt_347b192573971cc541124018fe08d0198d80de2b7133ef1be6bf93a51771450e",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_347b192573971cc541124018fe08d0198d80de2b7133ef1be6bf93a51771450e.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a continuous, smooth circular camera movement around a bronze horse statue positioned on a beige pedestal in an outdoor plaza. The statue, depicted mid-rear with dynamic energy, is surrounded by a well-maintained environment featuring green lawns, palm trees, and a mix of modern and traditional buildings in the background. As the camera orbits the statue, various perspectives of the surrounding area are revealed, including a nearby street with moving cars and pedestrians, while maintaining consistent spatial relationships between the foreground statue and the background landmarks. The lighting suggests late afternoon or early evening, with soft shadows enhancing the three-dimensional form of the sculpture."
+        ],
+        "level_2": [
+          "At the beginning, the camera focuses on the front-left side of the bronze horse statue, highlighting its rearing posture and detailed craftsmanship. The background includes a grassy area with young trees and a building with large windows. As the camera moves, it reveals more of the plaza, showing a street with parked cars and pedestrians walking along the sidewalk. In the middle, the view shifts to the rear of the statue, offering a perspective of the modern architecture across the lawn. Toward the end, the camera returns to the initial viewpoint, completing the loop while consistently capturing the interplay of light and shadow on the statue.",
+          "In the first third, the camera captures the left side of the statue, emphasizing its muscular form against the backdrop of a palm tree and a building with arched windows. The middle section shows the statue from behind, with the modern glass-and-concrete structure becoming more prominent. The final third revisits the front-left angle, reinforcing the continuity of the scene as the camera smoothly transitions back to where it started, ensuring all background elements reappear seamlessly.",
+          "The opening segment introduces the statue from a frontal-left angle, with the surrounding greenery and architecture framing the composition. Midway through, the camera pans right, showcasing the rear of the statue and the adjacent street with vehicles and people. By the end, the camera completes its orbit, returning to the original framing, thus creating a cohesive visual journey that highlights both the statue and its environment."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a close-up shot of the bronze horse statue from its front-left side. The statue is captured in a rearing pose, with its front legs lifted and mane flowing backward. The background features a neatly trimmed lawn, several young trees, and a building with a red-tiled roof and large windows. The lighting is soft, suggesting late afternoon, and the camera begins its slow, circular movement around the statue.",
+          "20-40%: As the camera continues its orbit, it moves from the front-left toward the rear of the statue, revealing more of the surrounding plaza. The background now includes a street with parked cars and pedestrians walking along the sidewalk. A tall palm tree becomes visible on the right side of the frame, adding to the tropical ambiance. The camera maintains a steady pace, keeping the statue centered while gradually shifting the viewer's perspective.",
+          "40-60%: The camera reaches the rear of the statue, providing a clear view of its powerful hindquarters and flowing tail. The background now prominently features a modern building with large glass windows and a sloped roof. The transition from the natural elements (trees and grass) to the architectural structures is smooth, with the camera continuing its circular path without abrupt changes in angle or focus.",
+          "60-80%: Moving further around the statue, the camera shifts to the right side, capturing the horse's profile as it faces away from the viewer. The background now includes a streetlamp and a glimpse of the street with moving cars. The camera’s movement remains fluid, maintaining a consistent distance from the statue while gradually revealing new elements of the environment, such as additional palm trees and a parking lot in the distance.",
+          "80-100%: In the final segment, the camera returns to the front-left side of the statue, completing the full circular orbit. The background once again features the building with arched windows and the neatly maintained lawn. The lighting remains consistent, with the soft glow of late afternoon sunlight highlighting the statue's details. The video concludes by reinforcing the spatial continuity established at the beginning, with all key elements reappearing in their expected positions."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree horizontal loop around the statue?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How many times does the camera revisit the initial front-facing view of the statue?",
+          "options": [
+            "Once",
+            "Twice",
+            "Three times",
+            "Four times"
+          ],
+          "answer": "Twice",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is the statue's position relative to the palm tree consistent across different camera angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary camera motion type used to capture the statue?",
+          "options": [
+            "Zooming in and out",
+            "Vertical panning",
+            "Horizontal orbiting",
+            "Random movement"
+          ],
+          "answer": "Horizontal orbiting",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the camera maintain a consistent distance from the statue during the loop?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera retrace its path at least once during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "How many distinct segments of the path are visible before the camera completes a full loop?",
+          "options": [
+            "2",
+            "4",
+            "6",
+            "8"
+          ],
+          "answer": "6",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are the background buildings and trees consistent when the camera returns to a previously visited angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What happens to the position of the parked cars in the background as the camera orbits?",
+          "options": [
+            "They move out of frame",
+            "They remain static",
+            "They shift perspective",
+            "They disappear"
+          ],
+          "answer": "They shift perspective",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is the statue's shadow consistent across different camera angles due to the same lighting conditions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Do background elements like the street and parked cars re-enter the frame after exiting?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "How many times do the modern glass buildings reappear in the background?",
+          "options": [
+            "Once",
+            "Twice",
+            "Three times",
+            "Four times"
+          ],
+          "answer": "Three times",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Are the palm trees consistently positioned relative to the statue when they re-enter the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "What remains constant in the background as the camera orbits?",
+          "options": [
+            "Lighting conditions",
+            "Position of the statue",
+            "Color of the sky",
+            "All of the above"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Do the re-entering background elements match their previous appearances in terms of detail and clarity?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Are any background elements occluded by the statue at any point?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "When the statue occludes the street, how consistent is the reveal of the street when the statue moves away?",
+          "options": [
+            "Perfectly consistent",
+            "Slightly inconsistent",
+            "Moderately inconsistent",
+            "Highly inconsistent"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Does the revealed background after occlusion match the previously seen state of that area?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "Which element is most consistently revealed after being occluded?",
+          "options": [
+            "Parked cars",
+            "Street lamps",
+            "Buildings",
+            "Pedestrians"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Is there any noticeable change in the appearance of the background when an occluded area is revealed again?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_347b192573971cc541124018fe08d0198d80de2b7133ef1be6bf93a51771450e_spatial"
+  },
+  {
+    "task_id": "mem_tnt_244802e503a003b212b2da2e7e2265cc15a97b19ec1933487096f94417132017_spatial",
+    "instance_id": "mem_tnt_244802e503a003b212b2da2e7e2265cc15a97b19ec1933487096f94417132017",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_244802e503a003b212b2da2e7e2265cc15a97b19ec1933487096f94417132017.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a bronze statue of a seated man reading, positioned on a circular stone base in a lush garden. The camera performs a continuous horizontal orbit around the statue, capturing it from various angles while maintaining consistent lighting and background elements such as the green lawn, flowerbeds with red and white flowers, and a beige building with arched windows in the distance. As the camera moves, it retraces its path multiple times, revisiting similar viewpoints to emphasize spatial coherence. The statue remains the central focus throughout, with the surrounding environment providing a serene and picturesque backdrop."
+        ],
+        "level_2": [
+          "At the beginning, the camera introduces the bronze statue of a seated man reading, set on a circular stone base amidst a vibrant garden. The initial shots capture the statue from a frontal perspective, highlighting its detailed craftsmanship and the tranquil setting of green grass, colorful flowerbeds, and a distant building with arched windows. In the middle, the camera begins its horizontal orbit, smoothly circling the statue to reveal different angles and perspectives, while consistently showcasing the surrounding landscape. Toward the end, the camera continues its loop-like trajectory, re-exploring previously seen viewpoints and ensuring that all parts of the scene are revisited coherently, maintaining a sense of spatial continuity."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a frontal view of the bronze statue of a seated man reading, situated on a circular stone base. The camera captures the statue's intricate details, with the lush green lawn, vibrant flowerbeds, and a beige building with arched windows forming a picturesque background. The lighting is bright and consistent, emphasizing the serene garden setting.",
+          "20-40%: The camera begins its horizontal orbit around the statue, smoothly transitioning from the frontal view to side angles. As it moves, the statue's back and side profiles become visible, revealing more of its sculptural form. The surrounding garden elements, including the flowerbeds and distant building, remain consistent, providing a stable backdrop for the dynamic camera movement.",
+          "40-60%: Continuing its orbit, the camera captures the statue from various angles, including close-ups of its seated posture and the book it holds. The circular stone base and the shallow pool of water around it are prominently featured. The camera's movement is fluid, maintaining a steady pace as it explores the statue's details while keeping the background elements in view.",
+          "60-80%: The camera completes its first full orbit around the statue, returning to a perspective similar to the initial frontal shot. It then begins to retrace its path, revisiting previously shown angles and viewpoints. This retracing emphasizes the loop-like nature of the camera movement, reinforcing spatial coherence and allowing viewers to recognize familiar elements within the scene.",
+          "80-100%: In the final segment, the camera continues its horizontal exploration, circling the statue once more. It captures the statue from a variety of angles, including close-ups of its facial features and the texture of its clothing. The surrounding garden, with its green lawn, flowerbeds, and distant building, remains a constant presence, providing a cohesive and immersive visual experience."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree horizontal rotation around the statue?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How many distinct phases does the camera's horizontal movement around the statue appear to have?",
+          "options": [
+            "A. One continuous phase",
+            "B. Two repeating phases",
+            "C. Three alternating phases",
+            "D. Four segmented phases"
+          ],
+          "answer": "B. Two repeating phases",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are there moments where the camera returns to an almost identical angle seen earlier in the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary direction of camera movement during the loop?",
+          "options": [
+            "A. Clockwise",
+            "B. Counter-clockwise",
+            "C. Random",
+            "D. Alternating"
+          ],
+          "answer": "A. Clockwise",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the camera maintain a consistent distance from the statue throughout the horizontal loop?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera revisit the same side of the statue more than once during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "At what point in the video does the camera first return to a viewpoint very similar to the opening shot?",
+          "options": [
+            "A. 10 seconds-15 seconds",
+            "B. 20 seconds-25 seconds",
+            "C. 30 seconds-35 seconds",
+            "D. 40 seconds-45 seconds"
+          ],
+          "answer": "B. 20 seconds-25 seconds",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is there evidence of the camera moving back along a path it had previously taken?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "How many times does the camera pass by the flowerbed on the right side of the statue?",
+          "options": [
+            "A. Once",
+            "B. Twice",
+            "C. Three times",
+            "D. Four times"
+          ],
+          "answer": "C. Three times",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the camera ever return to the exact starting angle within the first 10 seconds of the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Do the flowerbeds and benches in the background reappear in the same configuration after being occluded?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When the camera moves behind the statue, which background element is temporarily occluded?",
+          "options": [
+            "A. The main building",
+            "B. The flowerbeds",
+            "C. The wooden bench",
+            "D. The tall trees"
+          ],
+          "answer": "A. The main building",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Is the relative position of the building to the statue consistent when viewed from opposite sides?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "How many times do the flowerbeds re-enter the frame after being out of view?",
+          "options": [
+            "A. Once",
+            "B. Twice",
+            "C. Three times",
+            "D. Four times"
+          ],
+          "answer": "C. Three times",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the lighting on the background building remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Does the camera exhibit both panning and tilting motions simultaneously?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "What is the primary type of camera movement observed throughout the video?",
+          "options": [
+            "A. Purely linear tracking",
+            "B. Purely rotational",
+            "C. Complex combination of panning, tilting, and orbiting",
+            "D. Stationary with zoom"
+          ],
+          "answer": "C. Complex combination of panning, tilting, and orbiting",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are there noticeable changes in the statue's apparent size due to camera zooming?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the camera's elevation change while circling the statue?",
+          "options": [
+            "A. It remains at a constant height",
+            "B. It frequently changes height",
+            "C. It only tilts up or down",
+            "D. It alternates between high and low elevations"
+          ],
+          "answer": "A. It remains at a constant height",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Does the video show any abrupt or jerky camera movements that disrupt spatial coherence?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_244802e503a003b212b2da2e7e2265cc15a97b19ec1933487096f94417132017_spatial"
+  },
+  {
+    "task_id": "mem_tnt_a4764f2ff7a08c7d8dae83b3891516592f4b7eb732e6e4e645a235b8aa04138f_spatial",
+    "instance_id": "mem_tnt_a4764f2ff7a08c7d8dae83b3891516592f4b7eb732e6e4e645a235b8aa04138f",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_a4764f2ff7a08c7d8dae83b3891516592f4b7eb732e6e4e645a235b8aa04138f.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video presents a comprehensive exploration of a Victorian-style monument situated in a park, featuring a seated bronze statue within an arched structure atop a multi-tiered stone base. The camera performs a continuous horizontal pan around the monument, capturing it from various angles while maintaining consistent alignment and scale. As the camera moves, it tilts up and down to focus on different parts of the monument, including its base, middle section, and the statues at its apex. Background elements such as tall trees, a modern angular building to the left, and a paved walkway encircling the monument remain consistently visible, re-entering the frame as the camera pans. The lighting and positioning of these elements are preserved when they reappear, ensuring spatial coherence throughout the dynamic camera movements."
+        ],
+        "level_2": [
+          "At the beginning, the video focuses on the base of the Victorian-style monument, showcasing its multi-tiered stone structure and the surrounding green grass with small white flowers. The camera slowly tilts upward, revealing the seated bronze statue within the arched structure. In the middle, the camera continues its horizontal pan around the monument, capturing it from different perspectives while maintaining consistent alignment and scale. The background, including tall trees and a modern angular building to the left, remains visible as the camera moves. Toward the end, the camera tilts up further to focus on the upper portion of the monument, highlighting the statues at its apex, before completing the loop and returning to earlier viewpoints.",
+          "In the first third of the video, the camera starts with a close-up of the monument's base, emphasizing the detailed stonework and the paved walkway around it. As the video progresses into the second third, the camera pans horizontally, offering a full view of the monument from all sides, with the background elements like trees and the modern building consistently framing the scene. In the final third, the camera tilts upward, focusing on the upper sections of the monument, including the statues at the top, while the background remains stable and recognizable.",
+          "The initial segment of the video captures the lower part of the monument, focusing on its stone base and the surrounding park environment. The middle segment involves a continuous horizontal pan around the monument, with the camera tilting to show different angles and details, such as the inscriptions on the base and the seated bronze statue. The latter part of the video features vertical perspective changes, with the camera tilting up to reveal the statues at the top of the monument, while the background elements like trees and the modern building reappear consistently as the camera completes its loop."
+        ],
+        "level_3": [
+          "The video opens with a close-up view of the monument's base, highlighting the intricate stonework and the paved path surrounding it. The camera then begins a slow upward tilt, gradually revealing the seated bronze statue within the arched structure. During this initial phase, the background includes tall trees and a modern angular building to the left, which remain partially visible.",
+          "As the camera continues its movement, it starts a horizontal pan around the monument, capturing it from various angles. The pan is smooth and systematic, ensuring that the monument remains the central focus while the background elements, such as the trees and the modern building, stay consistently framed. The camera maintains a steady pace, allowing viewers to appreciate the monument's details from multiple perspectives.",
+          "During the middle portion of the video, the camera continues its horizontal pan, now focusing more on the middle section of the monument. The seated bronze statue is prominently featured, and the camera occasionally tilts to provide closer views of the inscriptions on the base. The background remains stable, with the trees and modern building consistently visible as the camera moves around the monument.",
+          "In the latter part of the video, the camera begins to tilt upward, focusing on the upper portion of the monument. This shift in perspective reveals the statues at the apex, adding a new layer of detail to the scene. The background elements, including the trees and the modern building, re-enter the frame as the camera completes its loop, maintaining spatial coherence. The lighting and positioning of these elements are preserved, ensuring a seamless transition between different angles.",
+          "Toward the end, the camera continues its horizontal pan, revisiting earlier viewpoints to complete the loop. The focus returns to the base of the monument, with the camera tilting downward to capture the detailed stonework once again. The background elements, such as the trees and the modern building, remain consistently visible, providing a sense of continuity. The video concludes with a final view of the monument from a slightly elevated angle, emphasizing its grandeur and the surrounding park environment."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera complete a full horizontal loop around the monument?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "At approximately what degree does the camera appear to re-engage with a previously seen angle?",
+          "options": [
+            "A. 90 degrees",
+            "B. 180 degrees",
+            "C. 270 degrees",
+            "D. 360 degrees"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are there moments where the monument appears nearly identical to an earlier shot after a full rotation?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "Which landmark is consistently visible on the left side throughout the pan?",
+          "options": [
+            "A. A fountain",
+            "B. The modern angular building",
+            "C. Tall trees",
+            "D. A bridge"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "How would you describe the camera's movement around the monument?",
+          "options": [
+            "A. Random exploration",
+            "B. Clockwise loop",
+            "C. Counter-clockwise loop",
+            "D. Zigzag pattern"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera revisit specific angles of the monument after moving past them?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "After panning right, at which point does the camera begin to retrace its path back toward the initial viewpoint?",
+          "options": [
+            "A. Around 45 seconds",
+            "B. Around 90 seconds",
+            "C. Around 135 seconds",
+            "D. Around 180 seconds"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is there a noticeable recovery of the original framing of the monument's base seen at the start?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What visual cue most strongly supports the idea of path retracing?",
+          "options": [
+            "A. The changing sky conditions",
+            "B. The consistent visibility of the modern building",
+            "C. The monument appearing nearly identical to an earlier shot",
+            "D. The appearance of new background structures"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "How many times does the camera appear to pass by the same general area of the monument?",
+          "options": [
+            "A. Once",
+            "B. Twice",
+            "C. Three times",
+            "D. Multiple times"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the camera tilt significantly upwards to capture the top of the monument?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When the camera tilts up, which part of the monument comes into focus?",
+          "options": [
+            "A. The seated bronze statue",
+            "B. The ornate spire and winged figures",
+            "C. The engraved plaque on the base",
+            "D. The paved walkway"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Is the top of the monument consistently framed when the camera tilts up from different horizontal positions?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "What happens to the relative position of the sky and the monument's top as the camera tilts up?",
+          "options": [
+            "A. The sky becomes more prominent",
+            "B. The monument's top moves out of frame",
+            "C. The sky remains constant",
+            "D. The monument's top aligns with the horizon"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "15",
+          "type": "multiple_choice",
+          "question": "How does the camera handle the transition between looking at the base and the top of the monument?",
+          "options": [
+            "A. Abruptly",
+            "B. With a smooth tilt",
+            "C. By cutting to a different angle",
+            "D. By zooming in and out"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Do background elements like the modern building and trees re-enter the frame after being out of view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "Which background element is visible on the left side at the beginning and reappears later in the pan?",
+          "options": [
+            "A. A fountain",
+            "B. The modern angular building",
+            "C. Tall trees",
+            "D. A bridge"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are the trees in the background consistently positioned relative to the monument when they reappear?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "What happens to the visibility of the modern building as the camera completes a full rotation?",
+          "options": [
+            "A. It is never visible",
+            "B. It is visible only at the start",
+            "C. It is visible at both the start and end",
+            "D. It is visible only at the end"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "How do the background elements behave in terms of re-entry?",
+          "options": [
+            "A. They disappear and are never seen again",
+            "B. They re-enter the frame in a different location",
+            "C. They re-enter the frame consistently",
+            "D. They are replaced by new elements"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the video exhibit a combination of horizontal and vertical camera movements?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which type of camera movement is NOT prominently featured in the video?",
+          "options": [
+            "A. Panning",
+            "B. Tilting",
+            "C. Zooming",
+            "D. Rotating"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Is the camera distance from the monument relatively consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "How would you best describe the overall camera motion strategy?",
+          "options": [
+            "A. Random exploration of the park",
+            "B. Systematic around-the-monument tour",
+            "C. Focused on the foreground only",
+            "D. Static with no movement"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "25",
+          "type": "multiple_choice",
+          "question": "What is the primary purpose of the camera's spatial exploration?",
+          "options": [
+            "A. To showcase the entire monument and its surroundings",
+            "B. To focus on the details of the bronze statue",
+            "C. To highlight the modern building",
+            "D. To create abstract visual effects"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_a4764f2ff7a08c7d8dae83b3891516592f4b7eb732e6e4e645a235b8aa04138f_spatial"
+  },
+  {
+    "task_id": "mem_tnt_88d372e8fdd3bf9ff3f3165e627d8e178998fc2481c48402178bda80a087ad21_spatial",
+    "instance_id": "mem_tnt_88d372e8fdd3bf9ff3f3165e627d8e178998fc2481c48402178bda80a087ad21",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_88d372e8fdd3bf9ff3f3165e627d8e178998fc2481c48402178bda80a087ad21.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a stationary yellow Caterpillar 950F wheel loader with an LC8V78 bucket, situated in a dry grass field under a clear blue sky. The camera performs a continuous and deliberate exploration around the loader, capturing it from various angles as it moves horizontally in a near-complete orbit, tilts up and down to show different elevations, and zooms in and out for close-ups of specific parts like the bucket and wheels. Background elements such as green trees, a dead tree stump on the right, and distant hills repeatedly enter and exit the frame as the camera orbits, requiring consistent alignment and scale upon revisiting these areas. The video maintains spatial and environmental consistency throughout, ensuring that the loader's appearance, relative positioning, and background re-entry are visually coherent."
+        ],
+        "level_2": [
+          "At the beginning, the camera focuses on the front-left side of the yellow Caterpillar 950F wheel loader, highlighting its large bucket and robust tires against a backdrop of dry grass and green trees. As the video progresses, the camera smoothly transitions into a horizontal orbit around the loader, capturing it from the front, sides, and rear, while occasionally tilting up to show the cab and down to focus on the wheels and bucket. The camera also zooms in for detailed views of the bucket's teeth and the tire treads, before pulling back to reveal the entire machine. Throughout this segment, the dead tree stump and surrounding trees remain visible, entering and exiting the frame as the camera moves.",
+          "In the middle portion, the camera continues its orbit around the loader, now focusing more on the rear and side profiles. The vertical perspective shifts as the camera tilts up to capture the top of the cab and then down to emphasize the large rear tires and the exhaust stack. The zooming in and out becomes more pronounced, with close-ups of the loader's side decals and mechanical components. The background remains consistent, with the green trees and distant hills providing a stable environment as the camera re-enters familiar angles and perspectives.",
+          "Toward the end, the camera completes its orbit by returning to the front-left view of the loader, mirroring the initial shot. The final scenes include a few more zoom-ins on the bucket and wheels, reinforcing the detailed examination of the loader's features. The camera then pulls back to a wide shot, showing the entire machine in the context of the dry field, with the dead tree stump and trees in the background. The video concludes with a steady, comprehensive view of the loader, ensuring all spatial and environmental elements are consistently represented."
+        ],
+        "level_3": [
+          "The video opens with a close-up of the front-left side of the yellow Caterpillar 950F wheel loader, showcasing its large bucket and rugged tires. The camera begins a smooth horizontal movement, starting to circle the loader while maintaining a consistent distance. The initial focus is on the front, gradually transitioning to the side as the camera orbits. The background features dry grass, green trees, and a dead tree stump on the right, which become part of the frame as the camera moves.",
+          "As the camera continues its orbit, it shifts to a higher vertical perspective, capturing the top of the loader's cab and then tilting down to focus on the large rear tires and the exhaust stack. The zooming in and out becomes more noticeable, with the camera moving closer to highlight details like the bucket's teeth and the tire treads. The background elements, including the green trees and distant hills, remain visible, entering and exiting the frame as the camera explores different angles.",
+          "The camera then moves to the rear of the loader, providing a clear view of the side decals and mechanical components. It tilts up to show the top of the cab and then down to emphasize the large rear tires and the exhaust stack. The zooming in and out continues, with close-ups of the loader's side features and the bucket. The background remains consistent, with the green trees and distant hills providing a stable environment as the camera re-enters familiar angles and perspectives.",
+          "In the next segment, the camera completes its orbit by moving back towards the front of the loader, now focusing on the front-right side. The vertical perspective shifts again, with the camera tilting up to capture the top of the cab and then down to emphasize the front tires and the bucket. The zooming in and out becomes more pronounced, with close-ups of the bucket's teeth and the tire treads. The background remains consistent, with the green trees and distant hills providing a stable environment as the camera re-enters familiar angles and perspectives.",
+          "The video concludes with the camera returning to the front-left view of the loader, mirroring the initial shot. The final scenes include a few more zoom-ins on the bucket and wheels, reinforcing the detailed examination of the loader's features. The camera then pulls back to a wide shot, showing the entire machine in the context of the dry field, with the dead tree stump and trees in the background. The video ends with a steady, comprehensive view of the loader, ensuring all spatial and environmental elements are consistently represented."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera perform a loop-like horizontal motion around the loader?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "What type of camera motion is primarily observed in the video?",
+          "options": [
+            "A. Vertical-only exploration",
+            "B. Random, unpredictable motion",
+            "C. Horizontal loop and orbit",
+            "D. Straight-line path retracing"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are there multiple instances where the camera returns to a previously seen angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "During which time period does the camera complete a full horizontal orbit around the loader?",
+          "options": [
+            "A. 0 seconds - 15 seconds",
+            "B. 15 seconds - 40 seconds",
+            "C. 40 seconds - 60 seconds",
+            "D. 60 seconds - 90 seconds"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the camera motion characterized by smooth, continuous loops?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera retrace its path through the scene?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the camera's movement relative to the loader?",
+          "options": [
+            "A. It moves away and never returns",
+            "B. It follows a fixed circular path",
+            "C. It repeatedly passes through similar spatial regions",
+            "D. It only explores new areas"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "When the camera revisits a previous viewpoint, does it recover the scene consistently?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "How many distinct loops around the loader can be identified in the video?",
+          "options": [
+            "A. One",
+            "B. Two",
+            "C. Three",
+            "D. Four"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is there evidence of the camera passing over the same ground area more than once?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the camera change its vertical perspective (tilt up/down) while filming the loader?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "At what point does the camera show the lowest ground-level view of the loader?",
+          "options": [
+            "A. 150 seconds - 160 seconds",
+            "B. 210 seconds - 220 seconds",
+            "C. 250 seconds - 260 seconds",
+            "D. 300 seconds - 310 seconds"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "When the camera tilts up to show the top of the cab, is the orientation consistent with earlier high-angle shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Which of the following is NOT a valid vertical perspective shown?",
+          "options": [
+            "A. Ground-level view of the wheels",
+            "B. Mid-height view of the body",
+            "C. Top-down view of the operator",
+            "D. High-angle view of the cab"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Are there consistent vertical alignments when the camera returns to similar elevations?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Does the camera zoom in and out on the loader?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "In which segment is the camera closest to the loader's bucket?",
+          "options": [
+            "A. 10 seconds - 15 seconds",
+            "B. 100 seconds - 110 seconds",
+            "C. 270 seconds - 280 seconds",
+            "D. 350 seconds - 360 seconds"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "When the camera zooms in on the bucket, does it maintain the correct scale relative to the rest of the loader?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "What is the primary purpose of the zooming motion?",
+          "options": [
+            "A. To obscure details",
+            "B. To create disorientation",
+            "C. To highlight specific features",
+            "D. To reduce background visibility"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Is the loader's size consistent when viewed from different zoom levels?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Do background elements like trees and hills re-enter the frame after being out of view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which background element is visible in both the opening shot and the final shot?",
+          "options": [
+            "A. The dead tree stump",
+            "B. The green trees",
+            "C. The blue sky",
+            "D. The distant hills"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "When a background element re-enters the frame, does it appear in the same position and state as before?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "What causes the most dynamic changes in the background?",
+          "options": [
+            "A. Camera zooming",
+            "B. Camera panning",
+            "C. Camera orbiting",
+            "D. Camera tilting"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Are there any inconsistencies in the background elements' appearance upon re-entry?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_88d372e8fdd3bf9ff3f3165e627d8e178998fc2481c48402178bda80a087ad21_spatial"
+  },
+  {
+    "task_id": "mem_tnt_15d42cee734662bf8471fa3ead0266b2e0ffc015a980be20d4aee17b727c70e0_spatial",
+    "instance_id": "mem_tnt_15d42cee734662bf8471fa3ead0266b2e0ffc015a980be20d4aee17b727c70e0",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_15d42cee734662bf8471fa3ead0266b2e0ffc015a980be20d4aee17b727c70e0.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video explores the interior of a grand, historic courtroom, focusing on its ornate stained-glass dome ceiling and rich wooden furnishings. The camera moves through the space with smooth pans, tilts, and zooms, capturing the rows of wooden chairs in the audience area, the judge's bench at the front, and the jury box to the side. As the camera retraces its path and loops around the room, it revisits key spatial anchors such as the American flag near the judge's bench, the large windows with blinds, and the detailed ceiling patterns. The video emphasizes the consistent lighting and architectural details, ensuring that repeated views of the same areas maintain visual coherence, particularly when transitioning between vertical perspectives looking up at the dome and down at the courtroom floor."
+        ],
+        "level_2": [
+          "At the beginning, the video introduces the courtroom with a wide shot of the audience seating area, highlighting the red carpet and wooden chairs. The camera then pans across the room, revealing the judge's bench, the jury box, and the prominent stained-glass dome ceiling. In the middle section, the focus shifts to the intricate details of the dome and the chandeliers hanging from it, while also capturing the movement of the camera as it retraces its steps back toward the front of the courtroom. Toward the end, the video returns to the initial perspective of the audience area, reinforcing the spatial consistency by showing familiar elements like the American flag and the portraits on the walls."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a sweeping view of the courtroom's audience area, showcasing the rows of wooden chairs with teal cushions and the red patterned carpet. The camera slowly pans upward, revealing the ornate ceiling with its detailed moldings and the central stained-glass dome. Key spatial anchors include the American flag near the judge's bench and the large windows with blinds along the walls.",
+          "20-40%: The camera continues its exploration by moving closer to the judge's bench and the jury box, capturing the rich woodwork and the formal setup of the courtroom. It then tilts upward to focus on the stained-glass dome, emphasizing its vibrant colors and intricate designs. The camera retraces its path, returning to the audience area and maintaining consistent lighting and object positions.",
+          "40-60%: As the video progresses, the camera moves horizontally around the courtroom, capturing different angles of the wooden furnishings and the architectural details. It revisits the stained-glass dome from various perspectives, highlighting the interplay of light and color. The camera also captures the re-entry of background elements, such as the windows and portraits, ensuring their consistent appearance.",
+          "60-80%: The focus shifts to the vertical perspective changes, with the camera looking directly up at the dome and then tilting down to show the courtroom floor. This transition is smooth, maintaining the spatial coherence of the environment. The video then moves to the side of the courtroom, capturing the jury box and the additional seating areas, before returning to the front of the room.",
+          "80-100%: In the final segment, the camera retraces its earlier paths, revisiting the audience area and the judge's bench. It captures the consistent positioning of the American flag and the portraits on the walls. The video concludes with a final view of the stained-glass dome, emphasizing its beauty and the overall grandeur of the courtroom."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera perform significant horizontal loop-like movements, revisiting similar angles of the courtroom?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "Which part of the courtroom is revisited most frequently due to horizontal camera loops?",
+          "options": [
+            "A. The jury box area",
+            "B. The judge's bench",
+            "C. The back wall with windows",
+            "D. The stained-glass dome"
+          ],
+          "answer": "D. The stained-glass dome",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are there instances where the camera returns to an exact or nearly exact previous viewpoint after a horizontal pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What evidence suggests horizontal loop memory?",
+          "options": [
+            "A. Repeated close-ups of the American flag",
+            "B. Multiple shots of the jury box from slightly different angles",
+            "C. Camera returning to the initial wide shot of the courtroom",
+            "D. Frequent focus on the wooden chairs in the gallery",
+            "E. All of the above",
+            "F. None of the above"
+          ],
+          "answer": "E. All of the above",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the camera's horizontal movement create a sense of circular exploration around the central features of the room?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera retrace its path through the courtroom at least three times during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When the camera retraces its path, which elements are most critical to maintain visual consistency?",
+          "options": [
+            "A. The position and orientation of the chandeliers",
+            "B. The lighting on the red carpet",
+            "C. The alignment of the wooden chairs in the gallery",
+            "D. All of the above",
+            "E. None of the above",
+            "F. Only A and C"
+          ],
+          "answer": "D. All of the above",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is there a noticeable difference in the appearance of the stained-glass dome when viewed from the front versus when viewed from the back?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What happens when the camera returns to a previously visited section of the courtroom?",
+          "options": [
+            "A. The lighting appears noticeably different",
+            "B. The arrangement of objects is altered",
+            "C. The background elements like windows and portraits are consistent",
+            "D. The camera angle is completely new",
+            "E. Both A and B",
+            "F. None of the above"
+          ],
+          "answer": "C. The background elements like windows and portraits are consistent",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the camera consistently recover the same viewpoint when it retraces a path, such as returning from the dome to the front of the courtroom?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the camera change its vertical perspective significantly, looking up at the dome and then down at the courtroom floor?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "How does the camera handle the transition between looking up at the dome and looking down at the courtroom?",
+          "options": [
+            "A. It maintains a consistent horizon line",
+            "B. It causes disorientation in object scale",
+            "C. It results in inconsistent lighting on the red carpet",
+            "D. It leads to misalignment of the wooden chairs",
+            "E. All of the above",
+            "F. None of the above"
+          ],
+          "answer": "A. It maintains a consistent horizon line",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "When the camera looks up at the stained-glass dome, is the dome always centered in the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "What is the effect of changing vertical perspective on the perceived size of the courtroom elements?",
+          "options": [
+            "A. The dome appears larger when viewed from below",
+            "B. The wooden chairs appear smaller when viewed from above",
+            "C. The American flag appears more prominent when viewed from below",
+            "D. All of the above",
+            "E. None of the above",
+            "F. Only A and B"
+          ],
+          "answer": "D. All of the above",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Is the relative position of the chandeliers consistent when the camera transitions between looking up and looking down?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Do background elements such as the windows and portraits re-enter the frame after being out of view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "Which background element is most consistently visible across different camera angles?",
+          "options": [
+            "A. The American flag",
+            "B. The stained-glass dome",
+            "C. The wooden judge's bench",
+            "D. The row of wooden chairs",
+            "E. The portraits on the walls",
+            "F. The chandeliers"
+          ],
+          "answer": "E. The portraits on the walls",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are the windows with blinds consistently positioned in the background when they re-enter the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "What happens to the background elements when the camera moves away and then returns?",
+          "options": [
+            "A. They appear exactly the same",
+            "B. They shift slightly in position",
+            "C. They change in brightness",
+            "D. They become partially obscured",
+            "E. Both A and B",
+            "F. None of the above"
+          ],
+          "answer": "E. Both A and B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Is there any instance where a background element (e.g., a portrait) re-enters the frame but appears differently lit or positioned?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Are there instances where the judge's bench is temporarily occluded and then revealed again?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "What occurs when the jury box is revealed after being occluded?",
+          "options": [
+            "A. It appears exactly as before",
+            "B. The lighting on it changes",
+            "C. Its position relative to other objects shifts",
+            "D. All of the above",
+            "E. None of the above",
+            "F. Only A and C"
+          ],
+          "answer": "A. It appears exactly as before",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the revealed state of the judge's bench match its previously seen state in terms of object placement and lighting?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "Which element is most likely to be occluded and then revealed?",
+          "options": [
+            "A. The American flag",
+            "B. The stained-glass dome",
+            "C. The wooden judge's bench",
+            "D. The row of wooden chairs",
+            "E. The chandeliers",
+            "F. The jury box"
+          ],
+          "answer": "F. The jury box",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Is the occlusion and subsequent reveal of the jury box handled smoothly without noticeable inconsistencies?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_15d42cee734662bf8471fa3ead0266b2e0ffc015a980be20d4aee17b727c70e0_spatial"
+  },
+  {
+    "task_id": "mem_tnt_4917553f77bf46830cbc3ef9a6f6aea706f13c0938c5c828ae6670bf79045857_spatial",
+    "instance_id": "mem_tnt_4917553f77bf46830cbc3ef9a6f6aea706f13c0938c5c828ae6670bf79045857",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_4917553f77bf46830cbc3ef9a6f6aea706f13c0938c5c828ae6670bf79045857.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video captures a comprehensive exploration of the Santa Cruz Surfing Museum lighthouse building, showcasing its red brick structure, American flag on a pole, and the museum entrance with signage. The camera performs various movements including panning around the circular base of the lighthouse, tilting up to reveal the top lantern room, zooming in on details like solar panels on the roof, and retracing paths to revisit similar angles. The coastal background with the ocean and sky is consistently visible as the camera moves, and foreground elements such as the flagpole, tree, and benches occasionally occlude parts of the view before revealing them again. The video maintains spatial consistency across all shots, ensuring that the relative positions of the lighthouse, flag, and surrounding environment remain coherent throughout."
+        ],
+        "level_2": [
+          "At the beginning, the video introduces the Santa Cruz Surfing Museum lighthouse with a wide shot, highlighting its red brick construction, the American flag, and the museum entrance. The camera pans horizontally around the base of the lighthouse, capturing different angles while maintaining consistent alignment with the flagpole and surrounding benches. In the middle section, the camera tilts upward to focus on the top of the lighthouse, revealing the lantern room and birds perched there, then zooms out to show the entire structure alongside the coastal backdrop. Toward the end, the video revisits earlier perspectives, retraces the camera's path along the side of the building, and concludes with a final panoramic view of the lighthouse against the blue sky and ocean.",
+          "In the first third of the video, the focus is on establishing the setting with a broad view of the Santa Cruz Surfing Museum lighthouse. The camera pans smoothly around the building, emphasizing the architectural details and the presence of the American flag. As the video progresses into the second third, the perspective shifts upward, capturing the intricate design of the lighthouse's top and the solar panels installed on the roof. The final third involves a return to familiar viewpoints, with the camera repositioning itself to offer fresh angles while reinforcing the spatial relationships between the lighthouse, flag, and surrounding environment.",
+          "The initial segment sets the scene by presenting the Santa Cruz Surfing Museum lighthouse from a distance, allowing viewers to absorb the overall composition of the building and its surroundings. Midway through the video, the camera explores the vertical dimensions of the lighthouse, moving from the base to the top and capturing the interplay of light and shadow on the brick surface. In the concluding portion, the video circles back to earlier vantage points, ensuring continuity by confirming that previously seen elements like the flagpole and coastal horizon remain visually aligned and unchanged."
+        ],
+        "level_3": [
+          "The video opens with a static wide shot of the Santa Cruz Surfing Museum lighthouse, showcasing its red brick facade, barred windows, and the American flag prominently displayed on a tall pole. The camera begins a slow horizontal pan to the left, gradually revealing more of the building's side and the adjacent wooden benches. As the pan continues, the flagpole momentarily obstructs the view before clearing, allowing the camera to capture the full height of the lighthouse and its white lantern room at the top.",
+          "Transitioning into the second segment, the camera tilts upward, focusing on the upper portion of the lighthouse to highlight the intricate details of the lantern room and the solar panels mounted on the roof. The American flag flutters in the breeze, adding a dynamic element to the otherwise static shot. After a brief zoom-in on the flag and lantern room, the camera pans downward, retracing its path along the side of the building and passing by the parked cars in the background parking lot.",
+          "In the third segment, the camera returns to the ground level, circling around the base of the lighthouse once more. This time, it focuses on the museum entrance, where a sign reading 'Santa Cruz Surfing Museum' is clearly visible. The camera then pans to the left, revealing a small tree growing against the brick wall and casting shadows on the building. As the pan continues, the viewer is treated to a series of close-up shots of the lighthouse's architectural details, including the barred windows and decorative trim.",
+          "Moving into the fourth segment, the camera shifts its focus to the right side of the lighthouse, capturing the expansive coastal view with the ocean stretching to the horizon. The American flag remains a constant presence, waving gently in the breeze. The camera then tilts downward, following the line of the building's roofline and capturing the solar panels installed on the sloped roof. As the tilt concludes, the camera pans back to the left, returning to the front of the lighthouse and the museum entrance.",
+          "In the final segment, the camera performs a sweeping pan around the entire circumference of the lighthouse, offering a complete 360-degree view of the structure. The sun casts long shadows across the building, emphasizing its texture and depth. The video concludes with a zoomed-out shot that encompasses the entire lighthouse, the American flag, and the surrounding environment, providing a satisfying sense of closure and spatial coherence."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera perform any significant horizontal loop-like motion, revisiting earlier views of the lighthouse?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How many times does the camera revisit a similar angle of the lighthouse's front facade?",
+          "options": [
+            "Once",
+            "Twice",
+            "Three times",
+            "More than three times"
+          ],
+          "answer": "More than three times",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are there instances where the camera returns to an exact previous viewpoint after a full horizontal pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the approximate range of the camera's horizontal rotation around the lighthouse?",
+          "options": [
+            "90 degrees",
+            "180 degrees",
+            "270 degrees",
+            "360 degrees"
+          ],
+          "answer": "360 degrees",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the American flag appear in the same relative position in the frame when the camera returns to previously visited angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera ever retrace a previously traveled path to recover a prior viewpoint?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "When the camera retraces its path, how consistent is the alignment of the lighthouse with the flagpole?",
+          "options": [
+            "Perfectly aligned",
+            "Slightly misaligned",
+            "Misaligned by more than 10 degrees",
+            "Completely misaligned"
+          ],
+          "answer": "Perfectly aligned",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are there moments where the camera moves forward and backward along the same route to capture the same section of the building?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What percentage of the video involves the camera retracing its steps to revisit earlier scenes?",
+          "options": [
+            "Less than 20%",
+            "20-40%",
+            "40-60%",
+            "More than 60%"
+          ],
+          "answer": "More than 60%",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is the relative scale of the lighthouse and flag consistent when viewed from the same distance after retracing a path?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the camera change its pitch significantly to look up at the lighthouse's lantern room?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "How often does the camera tilt down to focus on the base of the lighthouse?",
+          "options": [
+            "Rarely",
+            "Occasionally",
+            "Frequently",
+            "Always"
+          ],
+          "answer": "Frequently",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Are the top and bottom sections of the lighthouse consistently aligned when switching between high and low perspectives?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "What is the maximum vertical angle difference observed between the highest and lowest camera perspectives?",
+          "options": [
+            "30 degrees",
+            "60 degrees",
+            "90 degrees",
+            "120 degrees"
+          ],
+          "answer": "90 degrees",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the camera maintain a consistent vertical relationship between the flagpole and the top of the lighthouse when tilting up and down?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Does the camera zoom in and out on the lighthouse and its features (e.g., windows, flag) during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "When zooming in on the 'Santa Cruz Surfing Museum' sign, is the text legible and consistent in size and orientation?",
+          "options": [
+            "Always consistent",
+            "Usually consistent",
+            "Sometimes inconsistent",
+            "Often inconsistent"
+          ],
+          "answer": "Always consistent",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are there noticeable changes in the perceived size of the lighthouse when zooming in and out?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "What is the primary purpose of zooming in on the lighthouse's roof with solar panels?",
+          "options": [
+            "To highlight architectural detail",
+            "To check for structural damage",
+            "To showcase sustainability features",
+            "To measure roof dimensions"
+          ],
+          "answer": "To showcase sustainability features",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Does the relative scale of the flag compared to the lighthouse remain constant when zooming in and out?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the coastal background (ocean, sky, distant land) frequently leave and re-enter the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "How consistent is the color and brightness of the sky when the background re-enters the frame?",
+          "options": [
+            "Perfectly consistent",
+            "Slightly inconsistent",
+            "Consistent with minor variations",
+            "Highly inconsistent"
+          ],
+          "answer": "Perfectly consistent",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Are the relative positions of the ocean and landmasses consistent when they reappear in the background?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "What is the average time interval between the first and second appearance of the distant coastline in the background?",
+          "options": [
+            "Less than 1 minute",
+            "1-2 minutes",
+            "2-3 minutes",
+            "More than 3 minutes"
+          ],
+          "answer": "1-2 minutes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Does the lighting on the background elements (ocean, trees, sky) remain consistent across their appearances?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Are there instances where the lighthouse is partially occluded by the flagpole, tree, or benches?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "When the flagpole occludes the top of the lighthouse, is the revealed portion consistent with the previously visible top?",
+          "options": [
+            "Perfectly consistent",
+            "Slightly inconsistent",
+            "Consistent with minor variations",
+            "Inconsistent"
+          ],
+          "answer": "Perfectly consistent",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Does the tree in the foreground consistently reveal the same part of the lighthouse wall when it moves out of the way?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "How often does the camera reveal a previously occluded section of the lighthouse?",
+          "options": [
+            "Rarely",
+            "Occasionally",
+            "Frequently",
+            "Always"
+          ],
+          "answer": "Frequently",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Are the details (e.g., brick texture, window grilles) on the lighthouse wall consistent when revealed after being occluded?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_4917553f77bf46830cbc3ef9a6f6aea706f13c0938c5c828ae6670bf79045857_spatial"
+  },
+  {
+    "task_id": "mem_tnt_0b199d304a74f9c3d2003c36f68bbf95fa52d9983fd2275bdae66a61e23d49d5_spatial",
+    "instance_id": "mem_tnt_0b199d304a74f9c3d2003c36f68bbf95fa52d9983fd2275bdae66a61e23d49d5",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_0b199d304a74f9c3d2003c36f68bbf95fa52d9983fd2275bdae66a61e23d49d5.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a detailed exploration of a Panther tank, numbered '501', displayed in an open hangar alongside other military tanks. The camera performs a continuous circular movement around the tank, capturing its camouflage pattern, six road wheels on each side, and various external features such as the turret, tracks, and mounted equipment. As the camera pans horizontally and tilts vertically, it zooms in and out to highlight specific details while maintaining consistent spatial relationships with the tank. The open hangar bay door and surrounding tanks periodically reappear in the background, ensuring environmental continuity. The video concludes with a final panoramic view of the Panther tank from multiple angles."
+        ],
+        "level_2": [
+          "At the beginning, the camera focuses on the Panther tank '501', highlighting its camouflage design and the number '501' on the turret. The camera then starts a horizontal pan around the tank, revealing its side profile and the six road wheels on each side. In the middle, the camera tilts upward to capture the turret and gun barrel, then zooms out to show the tank's overall structure within the hangar setting. Toward the end, the camera retraces its path, revisiting earlier viewpoints and providing a comprehensive overview of the tank from all angles, with the open hangar door and other tanks consistently visible in the background."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a close-up shot of the Panther tank '501', focusing on its front-left side. The camera captures the detailed camouflage pattern, the number '501' on the turret, and the initial road wheels. The open hangar bay door is visible in the background, along with parts of other tanks lined up nearby.",
+          "20-40%: The camera begins a smooth horizontal pan to the right, circling the tank and revealing its side profile. As it moves, the camera tilts slightly upward to focus on the turret and gun barrel, then zooms out to provide a broader view of the tank's length and its position within the hangar. The background remains consistent, showing the open bay door and adjacent tanks.",
+          "40-60%: Continuing its circular motion, the camera moves toward the rear of the Panther tank, capturing the back panel and exhaust pipes. It then tilts downward to focus on the tracks and road wheels, zooming in for a detailed look at these components. The camera retraces part of its earlier path, revisiting the side and front views of the tank while maintaining spatial consistency with the environment.",
+          "60-80%: The camera completes its circle around the tank, returning to the front-left side. It zooms in again on the turret and gun barrel, emphasizing the number '501' and the intricate details of the tank's exterior. The open hangar door and other tanks in the background reappear, reinforcing the spatial context. The camera then begins to pull back, preparing for the final overview.",
+          "80-100%: In the final segment, the camera provides a panoramic view of the Panther tank '501' from multiple angles, summarizing the earlier detailed shots. It pans slowly around the tank once more, ensuring all key features are captured. The video concludes with a wide shot that encompasses the entire tank and its surroundings, leaving a lasting impression of the vehicle's imposing presence in the hangar."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera perform a loop-like horizontal motion around the tank?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How does the camera handle revisiting the initial left-side view of the tank after circling around?",
+          "options": [
+            "A. It perfectly recovers the original viewpoint",
+            "B. It shows a slightly different angle",
+            "C. It fails to recover the viewpoint at all",
+            "D. It zooms in unexpectedly"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are there instances where the camera returns to a previously seen angle of the tank's front-left side?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "When the camera moves from the front to the rear of the tank, does it maintain a consistent height and distance?",
+          "options": [
+            "A. Yes, consistently",
+            "B. No, there are noticeable changes",
+            "C. Sometimes, but not always",
+            "D. The camera only moves horizontally"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the tank's number '501' remain clearly visible and consistently positioned in the frame during the circular pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "When the camera retraces its path to the front of the tank, does it align precisely with the earlier front view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "After moving to the rear of the tank, how does the camera's return to the side view compare to the initial side view?",
+          "options": [
+            "A. It is identical",
+            "B. It is slightly off in angle",
+            "C. It is zoomed in differently",
+            "D. It shows a different section of the tank"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Does the camera consistently recover the initial left-side view after completing a full 360-degree pan?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What happens when the camera moves from the right side back to the front of the tank?",
+          "options": [
+            "A. It seamlessly transitions to the front view",
+            "B. It jumps to a different angle abruptly",
+            "C. It loses sight of the tank temporarily",
+            "D. It zooms out significantly"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is there any noticeable drift or misalignment when the camera returns to a previously visited angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the camera maintain consistent vertical alignment with the tank when tilting up to show the top of the turret?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "When the camera tilts down to focus on the tank's tracks, does it return to the same vertical level when showing the front again?",
+          "options": [
+            "A. Yes, exactly the same level",
+            "B. Slightly higher",
+            "C. Slightly lower",
+            "D. It varies unpredictably"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Are the relative positions of the tank's road wheels consistent when viewed from different elevations?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "How does the camera handle the transition from a high-angle view of the turret to a low-angle view of the tracks?",
+          "options": [
+            "A. It smoothly transitions without distortion",
+            "B. It causes a noticeable shift in object size",
+            "C. It loses detail in the tank's features",
+            "D. It distorts the background elements"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the open hangar door in the background remain consistently visible and aligned with the tank's position during vertical camera movements?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When the camera zooms in on the tank's number '501', does it maintain the correct scale relative to the rest of the tank?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "After zooming out from a close-up of the tracks, does the tank appear at the same scale as before?",
+          "options": [
+            "A. Yes, perfectly scaled",
+            "B. Slightly larger",
+            "C. Slightly smaller",
+            "D. Significantly different"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Does the relative size of the tank's road wheels remain consistent when zooming in and out?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "When the camera zooms in on the front hull, do the proportions of the hatches and vents match their appearance in wider shots?",
+          "options": [
+            "A. Yes, exact match",
+            "B. Slight discrepancy",
+            "C. Noticeable difference",
+            "D. Cannot determine"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Is there any evidence of inconsistent scaling when comparing the tank's length in wide shots versus close-ups?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "When the open hangar door re-enters the frame after being out of view, does it look identical to its previous appearance?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "How consistent is the appearance of the other tanks in the background when they re-enter the frame?",
+          "options": [
+            "A. Identical to their first appearance",
+            "B. Slightly different due to lighting",
+            "C. Hardly recognizable",
+            "D. Completely new tanks"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the lighting on the re-entering background elements (e.g., trees outside) match their previous illumination?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "When the camera pans left and the open door exits, then later re-enters, is the door's position and state (open/closed) consistent?",
+          "options": [
+            "A. Always consistent",
+            "B. Sometimes inconsistent",
+            "C. Rarely consistent",
+            "D. Completely unpredictable"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Are the relative positions of the background tanks stable when they re-enter the frame compared to their initial placement?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "When the camera moves behind the tank and reveals a part of the background that was previously occluded, does it match the earlier view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "How consistent is the appearance of the wall-mounted windows in the background when they are revealed after being occluded?",
+          "options": [
+            "A. Perfectly consistent",
+            "B. Slightly altered",
+            "C. Noticeably different",
+            "D. Unrecognizable"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Does the re-revealed portion of the open hangar door retain the same level of brightness and detail?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "When the tank partially occludes the other tanks in the background, do they appear unchanged once fully revealed again?",
+          "options": [
+            "A. Yes, identical",
+            "B. Slightly faded",
+            "C. Different markings",
+            "D. Distorted in shape"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Are the details on the far wall (e.g., pictures or signs) consistent when they are occluded and then revealed again?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_0b199d304a74f9c3d2003c36f68bbf95fa52d9983fd2275bdae66a61e23d49d5_spatial"
+  },
+  {
+    "task_id": "mem_tnt_5817f81eddb995fc6004532115c631a2eba651d7af9e085afc3210a19e0e1904_spatial",
+    "instance_id": "mem_tnt_5817f81eddb995fc6004532115c631a2eba651d7af9e085afc3210a19e0e1904",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_5817f81eddb995fc6004532115c631a2eba651d7af9e085afc3210a19e0e1904.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video explores a spacious banquet hall with a wooden truss ceiling featuring exposed beams and elegant chandeliers. The camera moves through the room, capturing rows of green chairs set around tables covered in light purple tablecloths, white pillars with decorative capitals, and glass doors leading to an outdoor terrace named 'Pacific Terrace.' As the camera navigates, it revisits key areas such as the buffet table with silver chafing dishes, the left side near the glass doors, and the central area around the pillars and chandeliers. The video emphasizes spatial consistency by retracing paths and maintaining coherent vertical perspectives, ensuring that background elements like potted plants and distant walls reappear consistently upon re-entry."
+        ],
+        "level_2": [
+          "At the beginning, the video introduces the banquet hall's grand interior, focusing on the wooden ceiling beams and chandeliers while showcasing the neatly arranged tables and chairs. The camera then moves toward the right side of the room, revealing the buffet area with its silver chafing dishes and decorative lanterns. In the middle, the camera retraces its path back to the left side near the glass doors, emphasizing the continuity of spatial features such as the white pillars and potted plants. Toward the end, the camera tilts upward to highlight the intricate details of the ceiling before returning to capture the full expanse of the room once more.",
+          "In the first third of the video, the focus is on the overall layout of the banquet hall, including the wooden ceiling, chandeliers, and the arrangement of tables and chairs. The camera then shifts to explore the right side of the room, highlighting the buffet table and its surroundings. As the video progresses into the second third, the camera retraces its earlier path, revisiting the left side of the room near the glass doors and re-emphasizing the spatial consistency of the environment. In the final third, the camera tilts up to showcase the ceiling's architectural details before panning back down to capture the entire room from a fresh perspective.",
+          "The initial segment of the video sets the scene by capturing the banquet hall's main features: the wooden ceiling with beams and chandeliers, the rows of green chairs, and the tables set for an event. The middle section focuses on the buffet area and the right side of the room, where the camera captures the silver chafing dishes and decorative elements. Toward the end, the video revisits previously seen areas, such as the left side near the glass doors and the central part of the room, ensuring that spatial relationships remain consistent throughout the exploration."
+        ],
+        "level_3": [
+          "The video opens with a sweeping view of the banquet hall, highlighting the wooden truss ceiling with its intricate beams and ornate chandeliers. The camera then moves to the right, revealing the buffet table adorned with silver chafing dishes and decorative lanterns, while also capturing the large windows and glass doors leading to the Pacific Terrace. The scene transitions smoothly as the camera begins to retrace its path, returning to the left side of the room near the glass doors, where the spatial consistency of the white pillars and potted plants is maintained.",
+          "As the video progresses, the camera continues its journey through the banquet hall, focusing on the detailed architecture of the ceiling and the evenly spaced chandeliers. The middle portion of the video revisits the buffet area, emphasizing the decorative elements and the spatial coherence of the environment. The camera then moves back toward the left side of the room, capturing the glass doors and the outdoor terrace, ensuring that the spatial relationships between objects remain consistent.",
+          "In the third segment, the camera tilts upward to showcase the ceiling's wooden beams and the intricate design of the chandeliers, providing a detailed view of the room's upper structure. The video then transitions to a broader perspective, capturing the entire banquet hall from a new angle, highlighting the rows of green chairs and the tables set for an event. The final segment returns to the buffet area, reinforcing the spatial consistency of the environment before concluding with a panoramic view of the entire room.",
+          "The fourth segment of the video focuses on the left side of the banquet hall, near the glass doors leading to the Pacific Terrace. The camera captures the white pillars and potted plants, ensuring that these elements remain consistent with their earlier appearances. The video then moves back toward the center of the room, revisiting the area around the pillars and chandeliers, and finally tilts upward to emphasize the ceiling's architectural details once more.",
+          "Toward the end of the video, the camera pans across the banquet hall, capturing the rows of green chairs and the tables set for an event. The video concludes with a final sweep of the room, highlighting the wooden ceiling beams and chandeliers, and ensuring that all spatial relationships and environmental cues remain consistent throughout the entire exploration."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera revisit a similar view of the central chandelier and pillar area more than once?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How many distinct times does the camera appear to circle or loop around the main chandelier area?",
+          "options": [
+            "Once",
+            "Twice",
+            "Three Times",
+            "Four Times"
+          ],
+          "answer": "Twice",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is there evidence of the camera performing a horizontal pan that returns to a prior viewpoint within a short time frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "During which segment is the horizontal looping motion most evident?",
+          "options": [
+            "10 seconds-20 seconds",
+            "20 seconds-40 seconds",
+            "40 seconds-60 seconds",
+            "60 seconds-80 seconds"
+          ],
+          "answer": "10 seconds-20 seconds",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the camera's horizontal movement create a sense of revisiting the same general area multiple times?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera return to the buffet table area after initially moving away from it?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "In which time segment does the camera first retrace its path back towards the initial viewpoint near the glass doors?",
+          "options": [
+            "30 seconds-50 seconds",
+            "50 seconds-70 seconds",
+            "70 seconds-90 seconds",
+            "90 seconds-110 seconds"
+          ],
+          "answer": "50 seconds-70 seconds",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are there at least two instances where the camera revisits the same section of the room (e.g., the left wall with windows)?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What is the primary reason for the path-retracing motion in this video?",
+          "options": [
+            "To showcase different lighting conditions",
+            "To provide a comprehensive tour of the space",
+            "To test camera stability",
+            "To focus on specific objects like chandeliers"
+          ],
+          "answer": "To provide a comprehensive tour of the space",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the camera's retraced path show consistent spatial relationships between objects like tables, chairs, and plants?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the camera tilt significantly upwards to capture the ceiling structure multiple times?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "At what point does the camera perform a pronounced upward tilt to focus on the ceiling beams and chandeliers?",
+          "options": [
+            "0 seconds-10 seconds",
+            "10 seconds-20 seconds",
+            "20 seconds-30 seconds",
+            "30 seconds-40 seconds"
+          ],
+          "answer": "20 seconds-30 seconds",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "When the camera tilts down from the ceiling, do the relative positions of the chandeliers and beams match their previous appearance?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "How does the camera handle vertical perspective changes when transitioning between floor level and ceiling views?",
+          "options": [
+            "Maintains consistent scale and alignment",
+            "Shows noticeable distortion",
+            "Requires manual adjustment",
+            "Results in disorienting shifts"
+          ],
+          "answer": "Maintains consistent scale and alignment",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Is there a clear continuity in the vertical perspective when the camera moves between the buffet table and the ceiling?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Do the glass doors labeled 'PACIFIC TERRACE' re-enter the frame after being out of view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "Which background element consistently reappears throughout the video?",
+          "options": [
+            "The white pillars",
+            "The buffet table",
+            "The glass doors",
+            "The chandeliers"
+          ],
+          "answer": "The glass doors",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "When the glass doors re-enter the frame, is the outdoor terrace visible and consistent with previous appearances?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "In which segment does the camera first show the outdoor terrace through the glass doors?",
+          "options": [
+            "0 seconds-10 seconds",
+            "10 seconds-20 seconds",
+            "20 seconds-30 seconds",
+            "30 seconds-40 seconds"
+          ],
+          "answer": "0 seconds-10 seconds",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Are the background elements like potted plants and outdoor furniture consistent each time they reappear?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Is the area near the exit doors consistently visible when it reappears after being occluded?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which part of the room is initially occluded by a pillar and later fully revealed?",
+          "options": [
+            "The left wall with windows",
+            "The buffet table",
+            "The far end near the exit doors",
+            "The central chandelier area"
+          ],
+          "answer": "The far end near the exit doors",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "When the occluded area near the exit doors is revealed, do the details match previous views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "At what time does the camera first reveal the area near the exit doors after it was occluded?",
+          "options": [
+            "40 seconds-60 seconds",
+            "60 seconds-80 seconds",
+            "80 seconds-100 seconds",
+            "100 seconds-120 seconds"
+          ],
+          "answer": "60 seconds-80 seconds",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Is there a moment where a previously occluded section of the room is shown again without any noticeable change?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the video revisit the buffet table with silver chafing dishes more than once?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:26.729590"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which object is consistently referenced across multiple segments as a key feature of the room?",
+          "options": [
+            "A. Green chairs",
+            "B. Silver chafing dishes",
+            "C. Pacific Terrace",
+            "D. Glass doors"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:26.729617"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Is the ceiling structure described as having intricate beams that must remain geometrically consistent?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:26.729625"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "What aspect of the ceiling must be preserved when viewed from multiple angles?",
+          "options": [
+            "A. Color scheme",
+            "B. Beam alignment",
+            "C. Lighting intensity",
+            "D. Number of chandeliers"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:26.729630"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Are the chandeliers described as having intricate designs that must appear consistent?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:26.729635"
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "Which element's texture is emphasized as needing consistency across camera movements?",
+          "options": [
+            "A. Tablecloths",
+            "B. Chandeliers",
+            "C. Chairs",
+            "D. Pillars"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:26.729639"
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Does the camera move back along the same path toward the left side of the room?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Spatial & Environment Consistency | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:26.729645"
+        },
+        {
+          "question_id": "33",
+          "type": "multiple_choice",
+          "question": "What kind of camera motion is required to ensure spatial continuity?",
+          "options": [
+            "A. Random panning",
+            "B. Repeating path traversal",
+            "C. Rapid zooming",
+            "D. Vertical tilt only"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Spatial & Environment Consistency | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:26.729649"
+        },
+        {
+          "question_id": "34",
+          "type": "binary",
+          "question": "Does the video return to the left side near the glass doors after moving away?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Spatial & Environment Consistency | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:26.729655"
+        },
+        {
+          "question_id": "35",
+          "type": "multiple_choice",
+          "question": "When the camera returns to previously seen areas, what must remain consistent?",
+          "options": [
+            "A. Lighting conditions",
+            "B. Object positions",
+            "C. Camera speed",
+            "D. Audio cues"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Spatial & Environment Consistency | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:26.729659"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_5817f81eddb995fc6004532115c631a2eba651d7af9e085afc3210a19e0e1904_spatial"
+  },
+  {
+    "task_id": "mem_tnt_f407eca1d989587c5c350fce42156c235b6e17dedc08c1013fa739d1088d83f2_spatial",
+    "instance_id": "mem_tnt_f407eca1d989587c5c350fce42156c235b6e17dedc08c1013fa739d1088d83f2",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_f407eca1d989587c5c350fce42156c235b6e17dedc08c1013fa739d1088d83f2.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video explores the grand interior of a rotunda, beginning with a sweeping horizontal pan around the circular marble columns and mosaic floor patterns. The camera ascends to reveal the intricate stained-glass dome, capturing its vibrant colors and geometric designs from various vertical perspectives. As the journey continues, the viewer is taken back down to the ground level, retracing steps past the historical murals and ornate balcony railings. The sequence loops back to revisit earlier viewpoints, ensuring consistent alignment of architectural elements like the columns, floor mosaics, and wall sconces, while maintaining smooth transitions between elevation changes and background re-entries."
+        ],
+        "level_2": [
+          "At the beginning, the camera pans horizontally around the rotunda's base, showcasing the detailed marble columns and the geometric patterns of the mosaic floor. Moving upward, the focus shifts to the stunning stained-glass dome, highlighting its elaborate designs and the interplay of light. The middle section features a descent back to the ground level, retracing the path past the ornate balcony railings and historical murals, ensuring visual consistency in object placement and lighting. Toward the end, the camera revisits earlier angles, reinforcing the spatial coherence of the rotunda's architecture.",
+          "In the first third, the video captures the rotunda's lower level with a horizontal pan that emphasizes the marble columns and mosaic floor. The ascent to the dome follows, revealing the stained-glass ceiling from multiple vertical perspectives. The middle part involves a return to the ground level, retracing the path past the murals and railings, ensuring consistent alignment of these elements. The final third revisits earlier viewpoints, particularly focusing on the interplay between the dome's patterns and the floor's geometry, while smoothly transitioning between different elevations.",
+          "The initial segment introduces the rotunda's lower level, with a horizontal pan around the marble columns and mosaic floor, setting the stage for the architectural details. The middle portion ascends to explore the stained-glass dome from various angles, capturing its vibrant colors and intricate designs. The latter part retraces the path back to the ground level, revisiting the murals and railings, ensuring consistent spatial relationships and lighting effects. The video concludes by looping back to earlier viewpoints, reinforcing the cohesive exploration of the rotunda's interior."
+        ],
+        "level_3": [
+          "The video opens with a horizontal pan around the rotunda's base, focusing on the marble columns and mosaic floor patterns. The camera begins its ascent, capturing the initial views of the stained-glass dome from a low angle, emphasizing the geometric designs and vibrant colors. As the pan continues, the viewer is introduced to the upper levels, where the ornate balcony railings and wall sconces come into view, setting the stage for the detailed exploration of the dome's architecture.",
+          "In the second segment, the camera continues its upward movement, offering closer views of the stained-glass dome from various vertical perspectives. The intricate patterns and interplay of light become more pronounced as the camera moves higher. The scene transitions back to the ground level, retracing the path past the historical murals and ornate balcony railings, ensuring consistent alignment and orientation of these elements. The segment concludes with a smooth descent, preparing the viewer for the next phase of the exploration.",
+          "The third segment focuses on the detailed examination of the stained-glass dome from multiple angles, highlighting its elaborate designs and vibrant colors. The camera then descends back to the ground level, retracing the path past the murals and railings, ensuring consistent spatial relationships and lighting effects. The segment ends with a loop back to earlier viewpoints, particularly focusing on the interplay between the dome's patterns and the floor's geometry, while smoothly transitioning between different elevations.",
+          "As the video progresses, the camera revisits earlier angles, particularly focusing on the interplay between the dome's patterns and the floor's geometry. The ascent to the dome's upper levels offers new perspectives, capturing the intricate designs and vibrant colors from various vertical angles. The descent back to the ground level retraces the path past the murals and railings, ensuring consistent alignment and orientation of these elements. The segment concludes with a smooth transition back to the initial viewpoints, reinforcing the cohesive exploration of the rotunda's interior.",
+          "The final segment revisits the rotunda's lower level, with a horizontal pan around the marble columns and mosaic floor, reinforcing the spatial coherence established earlier. The camera ascends once more to explore the stained-glass dome from multiple angles, capturing its vibrant colors and intricate designs. The video concludes with a smooth descent back to the ground level, retracing the path past the murals and railings, ensuring consistent alignment and orientation of these elements. The sequence loops back to the starting viewpoint, providing a comprehensive and cohesive exploration of the rotunda's interior architecture."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera perform a full or partial horizontal loop around the rotunda?",
+          "options": [
+            "Full",
+            "Partial",
+            "No",
+            "Cannot determine"
+          ],
+          "answer": "Full",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How many distinct horizontal loops does the camera complete while exploring the rotunda?",
+          "options": [
+            "1",
+            "2-3",
+            "4-5",
+            "More than 5"
+          ],
+          "answer": "2-3",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the marble columns consistently positioned relative to each other across different horizontal loops?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary purpose of the horizontal loop memory test in this video?",
+          "options": [
+            "To assess the consistency of the stained-glass dome's appearance",
+            "To evaluate the stability of the mosaic floor patterns during rotation",
+            "To verify that repeated views of architectural elements match exactly",
+            "To measure the accuracy of the camera's vertical tilt mechanism"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the camera return to a previously seen angle of the balustrade after completing a horizontal loop?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera retrace its path towards the central mosaic floor more than once?",
+          "options": [
+            "Yes",
+            "No",
+            "Rarely",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "How many times does the camera descend the main staircase and return to the ground level?",
+          "options": [
+            "Once",
+            "Twice",
+            "Three times",
+            "More than three times"
+          ],
+          "answer": "Twice",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "When the camera retraces its path, are the lighting conditions on the mosaic floor consistent with earlier visits?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What visual element shows the most consistent re-entry after path retracing?",
+          "options": [
+            "The central mosaic design",
+            "The base of the marble columns",
+            "The stained-glass dome",
+            "The historical murals on the walls"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is the relative scale of the balustrade consistent when viewed from the same elevation after retracing the path?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the camera maintain consistent vertical perspective alignment between the mosaic floor and the stained-glass dome?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "How does the camera's vertical tilt affect the perceived size of the stained-glass windows when looking directly up?",
+          "options": [
+            "They appear smaller",
+            "They appear larger",
+            "Their size remains constant",
+            "Cannot determine"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Are the patterns on the stained-glass dome consistently aligned with the geometric patterns on the mosaic floor?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "What happens to the relative position of the dome's center when the camera tilts down from the top view?",
+          "options": [
+            "It moves towards the edge of the frame",
+            "It remains centered",
+            "It shifts off-center",
+            "It disappears from view"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the camera preserve the vertical alignment of the marble columns when transitioning from ground level to the balcony?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Do the historical murals on the walls re-enter the frame consistently after being out of view?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "Which background element shows the most consistent re-entry pattern?",
+          "options": [
+            "The 'Sports Hall of Fame' posters",
+            "The wall-mounted sconces",
+            "The wooden doors",
+            "The mosaic floor patterns"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are the lighting conditions on the re-entering murals consistent with their initial appearance?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "What causes the most noticeable change in the background when it re-enters the frame?",
+          "options": [
+            "Change in camera angle",
+            "Change in lighting",
+            "Change in distance",
+            "Change in occlusion"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Does the 'Sports Hall of Fame' poster maintain the same orientation and clarity upon re-entry into the frame?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Are the details of the balustrade consistently visible when revealed after being occluded by a column?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "What is the most common cause of occlusion in the video?",
+          "options": [
+            "Marble columns",
+            "Staircase railings",
+            "Mosaic floor patterns",
+            "Ceiling fixtures"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the revealed portion of the wooden door match its previous appearance in terms of color and detail?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "How long does it typically take for an occluded element to be fully revealed again?",
+          "options": [
+            "Less than 5 seconds",
+            "5-10 seconds",
+            "10-15 seconds",
+            "More than 15 seconds"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Are the wall sconces consistently illuminated when they reappear after being occluded?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Occlusion Reveal Memory"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the video revisit the same architectural elements multiple times?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:19.373001"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which of the following objects is consistently referenced across multiple segments?",
+          "options": [
+            "A. Marble columns",
+            "B. A moving person",
+            "C. A changing light source",
+            "D. A temporary banner"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:19.373036"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Are geometric patterns like floor mosaics and dome designs viewed from multiple angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:19.373048"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "What must remain unchanged when viewing the rotunda from different heights?",
+          "options": [
+            "A. The number of columns",
+            "B. The color of the sky outside",
+            "C. The lighting direction",
+            "D. The camera speed"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:19.373055"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Are fine details like stained-glass patterns highlighted during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:19.373063"
+        },
+        {
+          "question_id": "31",
+          "type": "binary",
+          "question": "Does the camera perform a horizontal pan around the rotunda?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:19.373071"
+        },
+        {
+          "question_id": "32",
+          "type": "multiple_choice",
+          "question": "What type of camera motion is required to maintain loop memory?",
+          "options": [
+            "A. Random zooms",
+            "B. Vertical tilt only",
+            "C. Full 360-degree rotation",
+            "D. Linear forward movement"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:19.373077"
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "Does the camera move back along the same path after ascending?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:19.373084"
+        },
+        {
+          "question_id": "34",
+          "type": "binary",
+          "question": "Does the camera move up and down within the rotunda?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:19.373092"
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "Are background areas like murals revisited after leaving them?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:19.373101"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_f407eca1d989587c5c350fce42156c235b6e17dedc08c1013fa739d1088d83f2_spatial"
+  },
+  {
+    "task_id": "mem_tnt_2114a5ba3a1cca5645c63f9019c21558f5c4f2573109913bf20b6c7ea56b1d3d_spatial",
+    "instance_id": "mem_tnt_2114a5ba3a1cca5645c63f9019c21558f5c4f2573109913bf20b6c7ea56b1d3d",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_2114a5ba3a1cca5645c63f9019c21558f5c4f2573109913bf20b6c7ea56b1d3d.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video presents a comprehensive exploration of the Herbert Maier Memorial Auditorium, a classical building featuring prominent columns, a grand dome ceiling, and surrounding park elements. The camera moves dynamically around the structure, capturing various perspectives including close-ups of architectural details like the ornate cornices and balustrades, wide shots of the entire building, and views looking up at the dome or down at the steps. As the camera pans horizontally and vertically, it retraces paths multiple times, allowing for direct comparison of previously seen viewpoints. Background elements such as trees, benches, and pathways consistently re-enter the frame, maintaining spatial continuity. The video concludes with a final wide shot that encompasses the full scope of the auditorium and its surroundings."
+        ],
+        "level_2": [
+          "At the beginning, the video focuses on the exterior of the Herbert Maier Memorial Auditorium, highlighting its classical design with a series of tall columns supporting a decorative balustrade. The camera pans left and right, revealing the semi-circular stage area with a detailed dome ceiling. In the middle section, the camera moves closer to capture intricate details of the building's facade, including sculpted decorations above the archway and the texture of the stone columns. It also explores the surrounding park, showing how trees and pathways frame the structure. Toward the end, the video returns to earlier perspectives, emphasizing the symmetry and grandeur of the auditorium while incorporating new angles that showcase the vertical scale of the dome and the horizontal expanse of the colonnade.",
+          "In the first third of the video, the camera starts by focusing on the front entrance of the Herbert Maier Memorial Auditorium, showcasing the imposing columns and the semi-circular stage area with its detailed dome ceiling. The middle portion of the video involves more dynamic camera movements, including tilting upwards to emphasize the height of the dome and panning around the building to reveal additional architectural features such as the balustrades and ornate carvings. The final third revisits earlier viewpoints, reinforcing spatial memory by retracing the camera's path and providing a cohesive narrative of the building's design and its integration into the park setting.",
+          "The initial segment of the video introduces the Herbert Maier Memorial Auditorium from a frontal perspective, emphasizing the symmetrical arrangement of columns and the elegant dome ceiling. As the video progresses into the second third, the camera explores the building from different angles, moving along the colonnade and capturing close-up details of the stonework and decorative elements. The latter part of the video focuses on vertical perspective changes, looking up at the dome and down at the steps leading to the stage, while also revisiting earlier viewpoints to ensure spatial consistency. Throughout, the surrounding park elements remain visible, contributing to the overall environmental context."
+        ],
+        "level_3": [
+          "The video opens with a sweeping view of the Herbert Maier Memorial Auditorium, focusing on the front entrance characterized by a series of tall, evenly spaced columns supporting a decorative balustrade. The camera slowly pans to the left, revealing the semi-circular stage area with its intricately designed dome ceiling. In the background, park elements such as trees and pathways are visible, framing the structure and adding depth to the scene. The lighting is soft, suggesting an overcast day, which enhances the textures of the stone architecture.",
+          "As the camera continues its movement, it shifts focus to the right side of the auditorium, capturing the continuation of the colonnade and the detailed balustrade. The perspective changes slightly, offering a closer look at the ornate carvings above the archway and the robustness of the columns. The camera then tilts upward, emphasizing the grandeur of the dome and the intricate patterns within it. Meanwhile, the park setting remains consistent, with trees and pathways subtly entering and exiting the frame, maintaining spatial continuity.",
+          "The middle section of the video delves deeper into the architectural details of the Herbert Maier Memorial Auditorium. The camera moves along the colonnade, providing close-up views of the columns' capitals and the textured surfaces of the stone. It then transitions to a lower perspective, looking up at the dome and capturing the interplay of light and shadow across its surface. The surrounding park elements, including benches and flowerbeds, are intermittently visible, reinforcing the connection between the building and its environment. The camera then begins to retrace its path, returning to earlier viewpoints to ensure spatial coherence.",
+          "In the fourth segment, the camera retraces its path around the auditorium, revisiting the front entrance and the semi-circular stage area. This time, however, the perspective is slightly altered, offering a fresh angle on the same features. The camera pans back to the left, capturing the colonnade once again and emphasizing the symmetry of the design. The background elements, such as the trees and pathways, reappear in the frame, maintaining the spatial relationship established earlier. The video then shifts focus to the steps leading up to the stage, highlighting their texture and the metal railings that flank them.",
+          "The final segment of the video provides a comprehensive overview of the Herbert Maier Memorial Auditorium, combining all the previously explored perspectives into a cohesive narrative. The camera moves smoothly around the building, capturing the full scope of its design and the surrounding park setting. It concludes with a wide shot that encompasses the entire structure, from the front entrance to the back colonnade, and includes the park elements that frame it. The lighting remains consistent throughout, ensuring a seamless transition between different parts of the video and reinforcing the spatial and environmental continuity."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera revisit the initial left-side view of the building's columns after exploring other angles?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "After moving to the interior colonnade, does the camera return to an exterior side view that matches the original perspective?",
+          "options": [
+            "A. Exactly matches",
+            "B. Slightly different angle",
+            "C. Significantly altered view",
+            "D. Never returns"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "When the camera moves back to the front steps, do the relative positions of the flagpole and building remain consistent with the opening shot?",
+          "options": [
+            "Yes",
+            "No",
+            "Only partially",
+            "Irrelevant"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "During the exploration, does the camera ever return to a viewpoint identical to the one shown at 0:05s?",
+          "options": [
+            "A. Yes, immediately",
+            "B. Yes, after 20 seconds",
+            "C. No, not at all",
+            "D. No, but similar"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Is the sequence of views experienced when circling the building reversible, meaning the camera could retrace its exact path back to the start?",
+          "options": [
+            "Yes",
+            "No",
+            "Only partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera complete a full horizontal loop around the building, returning to a view very close to the starting point?",
+          "options": [
+            "Yes",
+            "No",
+            "Only partially",
+            "Irrelevant"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "After completing a horizontal pan to the right, does the camera return to the original left-side view within the first 30 seconds?",
+          "options": [
+            "A. Yes, exactly",
+            "B. Yes, approximately",
+            "C. No, it goes further",
+            "D. No, it doesn't return"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Are there at least two instances where the camera shows the same general area of the building from slightly different horizontal angles?",
+          "options": [
+            "Yes",
+            "No",
+            "Only once",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "How would you describe the camera's horizontal movement around the building?",
+          "options": [
+            "A. Smooth and continuous",
+            "B. Jittery and unstable",
+            "C. Random and disorienting",
+            "D. Predictable and linear"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the camera ever show a view that is a direct continuation of a previous horizontal pan, without significant repositioning?",
+          "options": [
+            "Yes",
+            "No",
+            "Only at the end",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "When the camera looks up at the dome from the ground, does it maintain consistent alignment with the dome's position when viewed from the colonnade?",
+          "options": [
+            "Yes",
+            "No",
+            "Only when zoomed in",
+            "Irrelevant"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "After focusing on the base of the columns, does the camera return to a high-angle view of the top of the building that matches the earlier high-angle shot?",
+          "options": [
+            "A. Yes, exactly",
+            "B. Yes, approximately",
+            "C. No, it's different",
+            "D. No, it's lower"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Does the relative height relationship between the flagpole and the building remain constant throughout the video?",
+          "options": [
+            "Yes",
+            "No",
+            "Only during certain segments",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "How does the camera handle vertical transitions between the ground-level steps and the upper balcony?",
+          "options": [
+            "A. Smooth and consistent",
+            "B. Jarring and inconsistent",
+            "C. Only visible in close-ups",
+            "D. Not applicable"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Is the vertical perspective of the dome ceiling consistent when viewed from both the front and the colonnade?",
+          "options": [
+            "Yes",
+            "No",
+            "Only when zoomed",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When the camera moves to the colonnade, do the trees and bushes seen earlier reappear in the background?",
+          "options": [
+            "Yes",
+            "No",
+            "Only partially",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "After exiting the colonnade and re-entering from the opposite side, does the background foliage match the initial view?",
+          "options": [
+            "A. Yes, exactly",
+            "B. Yes, approximately",
+            "C. No, it's different",
+            "D. No, it's not visible"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Do the green park benches visible early in the video reappear later in the same locations?",
+          "options": [
+            "Yes",
+            "No",
+            "Only in the distance",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "How consistent is the appearance of the flagpole in the background across different camera angles?",
+          "options": [
+            "A. Always visible and consistent",
+            "B. Occasionally visible",
+            "C. Never visible",
+            "D. Highly variable"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Are the shadows cast by trees on the ground consistent with the sun's position when the camera returns to previously seen areas?",
+          "options": [
+            "Yes",
+            "No",
+            "Only during sunny segments",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the video demonstrate a wide range of camera movements, including panning, tilting, zooming, and rotating?",
+          "options": [
+            "Yes",
+            "No",
+            "Only some types",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which type of camera movement is most prominent in the video?",
+          "options": [
+            "A. Panning",
+            "B. Tilting",
+            "C. Zooming",
+            "D. Rotating"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Are there moments where the camera quickly transitions between vastly different perspectives of the building?",
+          "options": [
+            "Yes",
+            "No",
+            "Only at the beginning",
+            "Cannot determine"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "How would you rate the complexity of the camera's spatial exploration?",
+          "options": [
+            "A. Very simple",
+            "B. Moderately complex",
+            "C. Highly complex",
+            "D. Impossible to assess"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Does the camera ever lose track of the main building's orientation during its exploration?",
+          "options": [
+            "Yes",
+            "No",
+            "Only briefly",
+            "Cannot determine"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the dome ceiling maintain the same structural identity when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:42.442270"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the requirement for the columns' identity across segments?",
+          "options": [
+            "A. They can change shape slightly depending on lighting",
+            "B. They must appear consistent in form and position",
+            "C. They should be replaced with modern designs",
+            "D. They may disappear in later segments"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:42.442306"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Are the columns evenly spaced and aligned consistently across all views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:42.442321"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "What must remain constant about the semi-circular stage area throughout the video?",
+          "options": [
+            "A. Its color changes based on lighting",
+            "B. Its shape and curvature",
+            "C. Its size shrinks when viewed from afar",
+            "D. It transforms into a rectangular platform"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:42.442328"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Do the stone textures on the columns appear the same in both close-up and wide shots?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Texture Fidelity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:42.442335"
+        },
+        {
+          "question_id": "31",
+          "type": "binary",
+          "question": "Does the camera return to previously seen viewpoints during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:42.442342"
+        },
+        {
+          "question_id": "32",
+          "type": "multiple_choice",
+          "question": "What is required when the camera retraces its path around the auditorium?",
+          "options": [
+            "A. The background elements must shift randomly",
+            "B. The same spatial relationships must be preserved",
+            "C. The building must appear smaller each time",
+            "D. The lighting must change dramatically"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:42.442348"
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "Do trees and pathways reappear in the same positions when the camera returns to earlier views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:42.442356"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_2114a5ba3a1cca5645c63f9019c21558f5c4f2573109913bf20b6c7ea56b1d3d_spatial"
+  },
+  {
+    "task_id": "mem_tnt_c377e6c6722ada96fe40ab147f9fee05963e9cc40b9e6cdc51dd48e788f2e0d1_spatial",
+    "instance_id": "mem_tnt_c377e6c6722ada96fe40ab147f9fee05963e9cc40b9e6cdc51dd48e788f2e0d1",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_c377e6c6722ada96fe40ab147f9fee05963e9cc40b9e6cdc51dd48e788f2e0d1.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a vintage turquoise flatbed truck with a wooden bed and metal side rails, parked on a paved sidewalk. The truck features the 'San Pedro Square Market' logo on its side. The camera performs a smooth horizontal orbit around the vehicle, capturing it from various angles including the front, sides, and rear. As the camera moves, background elements such as yellow patio umbrellas, street signs (e.g., 'St John'), trees, and nearby buildings repeatedly enter and exit the frame, requiring consistent visual tracking. The lighting is bright daylight, and the scene includes outdoor seating areas with tables and stools. The video emphasizes spatial consistency by revisiting earlier viewpoints and maintaining alignment with the truck's stationary position throughout."
+        ],
+        "level_2": [
+          "At the beginning, the camera focuses on the rear and side of the turquoise flatbed truck, highlighting its weathered paint and wooden bed. The surrounding environment includes a sidewalk with paving tiles, yellow umbrellas, and a street sign for 'St John.' In the middle, the camera pans around the front of the truck, revealing its classic grille and headlights, while background elements like outdoor seating and trees reappear. Toward the end, the camera completes its orbit, returning to the initial side view of the truck, ensuring a seamless loop-like motion and consistent spatial memory of the scene."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a close-up of the truck's rear, showcasing its wooden bed and turquoise body. The camera begins a slow pan to the left, revealing the side profile of the truck and the 'San Pedro Square Market' logo. Background elements like yellow umbrellas and a street sign for 'St John' are visible.",
+          "20-40%: The camera continues its movement, circling the truck toward the front. The front grille and headlights come into view, while the background shifts to show more of the outdoor seating area and trees. The camera then starts retracing its path back toward the rear of the truck.",
+          "40-60%: As the camera orbits back around the rear of the truck, it captures the same details seen earlier, such as the wooden bed and weathered paint. The background elements, including the yellow umbrellas and street sign, re-enter the frame as the camera moves. The truck remains stationary throughout.",
+          "60-80%: The camera completes its orbit and returns to the front of the truck, providing a clear view of the grille and headlights. The background now includes a mix of the outdoor seating area and the street beyond. The camera then begins to pan back toward the side of the truck.",
+          "80-100%: The final segment shows the camera circling back to the side of the truck, mirroring the opening shot. The video concludes with a full view of the truck's side, emphasizing its vintage design and the surrounding urban environment, including the sidewalk, trees, and nearby buildings."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera complete a full 360-degree horizontal rotation around the truck?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How many distinct 360-degree loops around the truck are visible?",
+          "options": [
+            "A. One",
+            "B. Two",
+            "C. Three",
+            "D. Multiple"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are there moments where the camera returns to an exact previous viewpoint?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "What is the primary type of camera movement observed?",
+          "options": [
+            "A. Vertical panning only",
+            "B. Horizontal looping",
+            "C. Linear path tracing",
+            "D. Random exploration"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the truck appear consistently in terms of orientation and lighting across repeated views?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera revisit previously seen angles of the truck's front and side?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "How does the camera handle returning to the truck's front view after circling the rear?",
+          "options": [
+            "A. It jumps abruptly",
+            "B. It retraces a smooth path",
+            "C. It creates a new angle",
+            "D. It distorts the image"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is there evidence of the camera following a consistent path when moving from the side to the rear of the truck?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What happens to the background elements (e.g., umbrellas, tables) when the camera retraces its path?",
+          "options": [
+            "A. They disappear",
+            "B. They reappear in the same position",
+            "C. They change significantly",
+            "D. They become occluded"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the truck's relative position to the sidewalk and background remain consistent across retraced paths?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Do background elements like the yellow umbrellas reappear in the same location after exiting the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "How consistent is the appearance of the 'St John' street sign when it re-enters the frame?",
+          "options": [
+            "A. Slightly different angle",
+            "B. Identical every time",
+            "C. Partially obscured",
+            "D. Never fully visible"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Are the positions of the outdoor tables and chairs consistent when they reappear?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "What happens to the background buildings when the camera moves around the truck?",
+          "options": [
+            "A. They shift perspective but remain recognizable",
+            "B. They disappear entirely",
+            "C. They change identity",
+            "D. They become distorted"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Do the trees and foliage in the background maintain consistent lighting and positioning?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Does the camera exhibit varied movement patterns beyond simple orbiting?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the camera's movement style?",
+          "options": [
+            "A. Strictly linear",
+            "B. Predominantly circular",
+            "C. Random and unpredictable",
+            "D. Structured exploration"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are there noticeable changes in the camera's elevation or tilt during the exploration?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "How does the camera handle transitions between close-ups and wide shots?",
+          "options": [
+            "A. Smooth and consistent",
+            "B. Jarring and inconsistent",
+            "C. Overly zoomed in",
+            "D. Too far away"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Is the overall spatial layout of the scene (truck + surroundings) preserved throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        }
+      ]
+    },
+    "has_supplemental_qa": false,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_c377e6c6722ada96fe40ab147f9fee05963e9cc40b9e6cdc51dd48e788f2e0d1_spatial"
+  },
+  {
+    "task_id": "mem_tnt_bb7e1def1dc7dfb3ce3a3d0aae0af412104bb820faaf0a5617451bd6d147bf1a_spatial",
+    "instance_id": "mem_tnt_bb7e1def1dc7dfb3ce3a3d0aae0af412104bb820faaf0a5617451bd6d147bf1a",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_bb7e1def1dc7dfb3ce3a3d0aae0af412104bb820faaf0a5617451bd6d147bf1a.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video showcases a detailed exploration of a weathered green Western Pacific locomotive, numbered 713, stationed in a railway yard. The camera performs a dynamic circular pan around the locomotive, capturing its front, sides, and rear while highlighting features such as the orange safety railings, steps, and the 'WESTERN PACIFIC' lettering. As the camera moves, it tilts up and down to show both high-angle views of the roof and low-angle perspectives of the wheels and undercarriage. The background includes a hilly green landscape under a clear blue sky, with another blue locomotive visible in the distance and various railway equipment scattered around. The video revisits similar angles multiple times, particularly when circling back to the front and side views, maintaining spatial consistency and coherence throughout."
+        ],
+        "level_2": [
+          "At the beginning, the video focuses on the front of the green Western Pacific locomotive, number 713, with the camera slowly panning to the left to reveal its side profile. The orange safety railings and steps are prominently visible, and the 'WESTERN PACIFIC' lettering is clearly displayed. In the middle, the camera continues its circular movement, tilting upwards to capture the roof and then downwards to focus on the wheels and undercarriage. The background features a hilly green landscape and a clear blue sky, with a blue locomotive and various railway equipment in view. Toward the end, the camera retraces its path, circling back to the front of the locomotive and providing a comprehensive view of its entire structure, maintaining consistent spatial memory and background coherence."
+        ],
+        "level_3": [
+          "0-20%: The video opens with a close-up view of the front of the green Western Pacific locomotive, number 713. The camera slowly pans to the left, revealing the orange safety railings and steps leading up to the locomotive's cabin. The 'WESTERN PACIFIC' lettering is prominently displayed on the side. The background shows a hilly green landscape under a clear blue sky, with a blue locomotive visible in the distance.",
+          "20-40%: As the camera continues its circular movement, it tilts upwards to capture the roof of the locomotive, showcasing its vents and other features. It then tilts downwards to focus on the wheels and undercarriage, highlighting the mechanical details. The camera moves along the side of the locomotive, providing a full view of its length and the surrounding railway yard, which includes various equipment and another blue locomotive in the background.",
+          "40-60%: The camera completes its circle around the locomotive, returning to the front view. It then begins to move towards the rear, capturing the back of the locomotive and the coupling mechanism. The orange traffic cones near the tracks are visible, and the camera continues to tilt and pan, ensuring all angles of the locomotive are shown. The background remains consistent with the hilly landscape and clear sky.",
+          "60-80%: The camera retraces its path along the side of the locomotive, moving back towards the front. It captures the same details as before, including the orange railings, steps, and the 'WESTERN PACIFIC' lettering. The camera then circles back to the front, providing a final comprehensive view of the locomotive from this angle. The background elements, such as the hills and blue sky, re-enter the frame consistently.",
+          "80-100%: In the final segment, the camera continues to explore the locomotive from various angles, focusing on the front and side views. It captures the intricate details of the locomotive's structure, including the wheels, undercarriage, and safety features. The video concludes with a wide shot of the locomotive, emphasizing its position in the railway yard and the surrounding environment, maintaining spatial consistency and coherence throughout."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera perform a loop-like horizontal motion around the locomotive?",
+          "options": [
+            "Yes",
+            "No",
+            "Partially",
+            "It's ambiguous"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "How many times does the camera revisit the front view of locomotive 713?",
+          "options": [
+            "A. Once",
+            "B. Twice",
+            "C. Three times",
+            "D. More than three times"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Is there evidence of the camera completing a full 360-degree horizontal rotation around the locomotive?",
+          "options": [
+            "Yes",
+            "No",
+            "It's partially visible",
+            "It cannot be determined"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "During the horizontal loop, which landmark is consistently visible in the background?",
+          "options": [
+            "A. The blue locomotive",
+            "B. The hilly green landscape",
+            "C. The orange traffic cones",
+            "D. The yellow construction vehicles"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "Does the camera revisit the same side angle of the locomotive more than once during the pan?",
+          "options": [
+            "Yes",
+            "No",
+            "Rarely",
+            "It's inconsistent"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera retrace its path along the side of the locomotive?",
+          "options": [
+            "Yes",
+            "No",
+            "Sometimes",
+            "It's unclear"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "How many distinct segments of the locomotive's side are revisited at least twice?",
+          "options": [
+            "A. One segment",
+            "B. Two segments",
+            "C. Three or more segments",
+            "D. None"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "When the camera moves from the front to the rear of the locomotive, does it return to the front view later?",
+          "options": [
+            "Yes",
+            "No",
+            "Only partially",
+            "It depends on the angle"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "What visual cue indicates that the camera has retraced a path?",
+          "options": [
+            "A. The appearance of the orange cones from a new angle",
+            "B. The locomotive's shadow shifts identically",
+            "C. The reappearance of the blue locomotive in the background",
+            "D. The repeated view of the 'WESTERN PACIFIC' lettering"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Is the sequence of views along the locomotive's side consistent when retraced?",
+          "options": [
+            "Yes",
+            "No",
+            "It varies slightly",
+            "It's unpredictable"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the camera change its vertical perspective significantly while filming the locomotive?",
+          "options": [
+            "Yes",
+            "No",
+            "Slightly",
+            "It's negligible"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "At which point is the highest vertical angle captured?",
+          "options": [
+            "A. When showing the top of the locomotive's roof",
+            "B. When focusing on the wheels",
+            "C. When capturing the front grille",
+            "D. When viewing the side lettering"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "Are low-angle shots of the locomotive's undercarriage consistently aligned with higher-angle shots?",
+          "options": [
+            "Yes",
+            "No",
+            "Only when the camera is static",
+            "It's inconsistent"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Which of the following is NOT a consistent vertical perspective element?",
+          "options": [
+            "A. The orange safety railings",
+            "B. The '713' number on the front",
+            "C. The gravel ballast beneath the tracks",
+            "D. The blue locomotive in the background"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Does the camera maintain a consistent vertical scale when transitioning between high and low angles?",
+          "options": [
+            "Yes",
+            "No",
+            "It varies depending on zoom",
+            "It's not applicable"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Do background elements such as the hills and trees re-enter the frame after being out of view?",
+          "options": [
+            "Yes",
+            "No",
+            "Rarely",
+            "It's inconsistent"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "Which background element is most consistently visible throughout the video?",
+          "options": [
+            "A. The blue locomotive",
+            "B. The hilly green landscape",
+            "C. The orange traffic cones",
+            "D. The white pickup trucks"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are the parked vehicles and equipment in the background consistent in their positions when they re-enter the frame?",
+          "options": [
+            "Yes",
+            "No",
+            "They shift slightly",
+            "It's unpredictable"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "What happens to the blue locomotive in the background when it re-enters the frame?",
+          "options": [
+            "A. It appears from a different angle",
+            "B. It remains in the same position",
+            "C. It becomes larger or smaller",
+            "D. It changes color"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Is the background environment stable and coherent when elements re-enter the frame?",
+          "options": [
+            "Yes",
+            "No",
+            "It depends on the camera angle",
+            "It's unstable"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the video exhibit complex camera movements beyond simple panning?",
+          "options": [
+            "Yes",
+            "No",
+            "Only slight variations",
+            "It's minimal"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which type of camera movement is most prominent in the video?",
+          "options": [
+            "A. Zooming in and out",
+            "B. Orbiting around the locomotive",
+            "C. Tilting up and down",
+            "D. Panning left and right"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Are there moments where the camera quickly changes direction or orientation?",
+          "options": [
+            "Yes",
+            "No",
+            "Rarely",
+            "It's consistent"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "What is the primary purpose of the camera's spatial exploration?",
+          "options": [
+            "A. To showcase the locomotive's details",
+            "B. To create a sense of motion",
+            "C. To explore the surrounding environment",
+            "D. To provide a 360-degree view"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Does the camera's spatial exploration feel deliberate and structured?",
+          "options": [
+            "Yes",
+            "No",
+            "It feels random",
+            "It's inconsistent"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the locomotive retain its number 713 throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:49.613030"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which of the following must remain consistent across different camera angles to preserve identity?",
+          "options": [
+            "A. The locomotive's color",
+            "B. The sky's cloud pattern",
+            "C. The position of the blue locomotive",
+            "D. The camera's movement speed"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:49.613045"
+        },
+        {
+          "question_id": "28",
+          "type": "multiple_choice",
+          "question": "What aspect of the locomotive must remain unchanged when transitioning from front to rear views?",
+          "options": [
+            "A. The curvature of the boiler",
+            "B. The color of the sky",
+            "C. The presence of traffic cones",
+            "D. The time of day"
+          ],
+          "answer": "A",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:49.613051"
+        },
+        {
+          "question_id": "29",
+          "type": "binary",
+          "question": "Does the camera return to the initial front view of the locomotive after completing a full circle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:49.613056"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Does the camera move back along the same side path it previously traversed?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:37:49.613058"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_bb7e1def1dc7dfb3ce3a3d0aae0af412104bb820faaf0a5617451bd6d147bf1a_spatial"
+  },
+  {
+    "task_id": "mem_tnt_8565d4650361a97103a6970031ff0e8a23c498d1dde1b985a664d1151c99aed0_spatial",
+    "instance_id": "mem_tnt_8565d4650361a97103a6970031ff0e8a23c498d1dde1b985a664d1151c99aed0",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_8565d4650361a97103a6970031ff0e8a23c498d1dde1b985a664d1151c99aed0.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video presents a comprehensive exploration of a grand church interior, focusing on the altar area with its golden decorations, ornate ceiling frescoes, and rows of wooden pews. The camera moves dynamically through the space, capturing various perspectives including close-ups of the altar, wide shots of the nave, and detailed views of the arched side walls and doorways. As the camera pans, tilts, and zooms, it retraces paths to previously viewed areas, ensuring consistent lighting and object placement. The vertical perspective is carefully maintained when shifting focus between the ceiling and lower altar area, while background elements like side altars and balconies reappear consistently as the camera explores different parts of the church."
+        ],
+        "level_2": [
+          "At the beginning, the video opens with a sweeping view of the church's main nave, showcasing rows of wooden pews leading towards the elaborately decorated altar. The camera then tilts upward to reveal the intricate ceiling frescoes and chandeliers, emphasizing the verticality and grandeur of the space. In the middle section, the focus shifts to the altar area, providing detailed close-ups of the golden decorations and religious iconography. The camera also explores the arched side walls and doorways, highlighting the symmetry and architectural details. Toward the end, the video revisits earlier scenes, such as the main nave and altar, ensuring spatial consistency and coherence in the depiction of the church's interior."
+        ],
+        "level_3": [
+          "0-20%: The video begins with a panoramic view of the church's main nave, capturing the rows of wooden pews and the ornate altar at the far end. The camera slowly pans across the space, highlighting the arched side walls and doorways adorned with religious paintings and statues. The initial focus is on establishing the overall layout and grandeur of the church interior.",
+          "20-40%: The camera then tilts upward to showcase the intricately painted ceiling frescoes and the elegant chandeliers hanging from the ceiling. This segment emphasizes the vertical perspective and the detailed artwork above. The camera also captures the side altars and balconies, providing a sense of the church's depth and complexity.",
+          "40-60%: Moving forward, the video focuses on the altar area, offering close-up views of the golden decorations, religious icons, and candles. The camera explores the altar from different angles, highlighting the craftsmanship and spiritual significance of the space. The segment also includes a brief return to the main nave, reinforcing the spatial continuity.",
+          "60-80%: The exploration continues with a detailed examination of the arched side walls and doorways, capturing the symmetry and architectural beauty of the church. The camera pans along these walls, revealing additional religious paintings and statues. This segment also includes a revisit to the altar area, ensuring that the viewer has a comprehensive understanding of the space.",
+          "80-100%: Toward the end, the video provides a final overview of the church interior, combining wide shots of the main nave with close-ups of key features like the altar and ceiling frescoes. The camera retraces its path, ensuring that all previously seen elements are depicted consistently. The video concludes with a sweeping view of the entire church, leaving the viewer with a lasting impression of its grandeur and spiritual atmosphere."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the altar area appear identical in terms of lighting and detail when revisited at 25 seconds compared to 10 seconds?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "When the camera retraces its path towards the back of the church at 47 seconds, how does it compare to the initial view at 0 seconds?",
+          "options": [
+            "A. The view is identical",
+            "B. The view is slightly different due to lighting changes",
+            "C. The view is significantly different",
+            "D. The view cannot be determined"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "binary",
+          "question": "Are the details on the ceiling frescoes consistent when viewed from the front (10 seconds) and from the side (30 seconds)?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "multiple_choice",
+          "question": "At 60 seconds, as the camera moves down the central aisle, does it recover the exact same perspective as seen at 0 seconds?",
+          "options": [
+            "A. Yes, perfectly recovered",
+            "B. No, there's a slight shift in angle",
+            "C. No, the lighting is different",
+            "D. No, objects have moved"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "binary",
+          "question": "When the camera revisits the side chapel area at 98 seconds, is it spatially consistent with the earlier view at 10 seconds?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "When the camera tilts up to show the ceiling frescoes at 29 seconds, are the stars and figures consistent with the view at 35 seconds?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "After tilting down from the ceiling at 35 seconds, does the view of the altar match the perspective from 10 seconds?",
+          "options": [
+            "A. It matches exactly",
+            "B. It's slightly off due to tilt compensation",
+            "C. It's noticeably different",
+            "D. It cannot be determined"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "binary",
+          "question": "Is the relative height of the chandeliers consistent when viewed from the front (10 seconds) and from the side (15 seconds)?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "multiple_choice",
+          "question": "When the camera tilts down from the balcony level at 102 seconds, does it recover the same vertical perspective as the main floor view at 0 seconds?",
+          "options": [
+            "A. Yes, perfectly aligned",
+            "B. No, there's a noticeable vertical offset",
+            "C. No, the angle is different",
+            "D. No, objects appear scaled differently"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "binary",
+          "question": "Does the vertical alignment of the altar with the ceiling frescoes remain consistent throughout the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Are the arched doorways along the side walls consistently positioned relative to the pews when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "As the camera orbits around the altar area at 23 seconds, do the relative positions of the candles and statues remain constant?",
+          "options": [
+            "A. Yes, they maintain their relative positions",
+            "B. No, they shift with the camera movement",
+            "C. They are not visible during the orbit",
+            "D. It cannot be determined"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "13",
+          "type": "binary",
+          "question": "When the camera pans left from the altar at 17 seconds, does the pattern on the side wall tiles remain consistent with the right-side view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "14",
+          "type": "multiple_choice",
+          "question": "Does the overall layout of the church (pews, altar, side chapels) remain spatially coherent when viewed from the back (60 seconds) compared to the front (10 seconds)?",
+          "options": [
+            "A. Yes, it's a perfect mirror",
+            "B. Yes, but with minor perspective differences",
+            "C. No, there are significant layout changes",
+            "D. No, objects are misplaced"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "15",
+          "type": "binary",
+          "question": "Are the red curtains on the side doors consistently visible and in the same position when they re-enter the frame after being occluded?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | General Spatial Exploration"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "When the side chapel area re-enters the frame at 98 seconds, are the wall paintings and sconces identical to their appearance at 10 seconds?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "After viewing the balcony level at 102 seconds, does the return to the main floor at 105 seconds show the same background wall patterns?",
+          "options": [
+            "A. Yes, completely consistent",
+            "B. Yes, but with a slight blur",
+            "C. No, the patterns are different",
+            "D. No, objects are missing"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "18",
+          "type": "binary",
+          "question": "Are the windows and light coming through them consistent when viewed from the front (10 seconds) and from the side (15 seconds)?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "19",
+          "type": "multiple_choice",
+          "question": "When the camera re-enters the main nave from the side at 17 seconds, does the pattern on the tiled floor match the view from 0 seconds?",
+          "options": [
+            "A. Yes, perfectly matched",
+            "B. No, there's a slight color difference",
+            "C. No, the pattern is distorted",
+            "D. No, the tiles are missing"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "20",
+          "type": "binary",
+          "question": "Does the arrangement of the chandeliers on the ceiling remain consistent when viewed from different angles?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Does the video revisit the altar area after initially showing it?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:07.997242"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "Which object is repeatedly shown from different perspectives in the video?",
+          "options": [
+            "A. The main entrance door",
+            "B. The golden altar",
+            "C. The church bell tower",
+            "D. The organ pipes"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Identity Persistence",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:07.997278"
+        },
+        {
+          "question_id": "23",
+          "type": "binary",
+          "question": "Does the camera tilt upward to show the ceiling frescoes after focusing on the altar?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:07.997290"
+        },
+        {
+          "question_id": "24",
+          "type": "multiple_choice",
+          "question": "What aspect of the church interior requires consistent geometric structure during camera movement?",
+          "options": [
+            "A. The color of the pews",
+            "B. The shape of the arched side walls",
+            "C. The lighting intensity",
+            "D. The sound of chanting"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency",
+          "sub_category": "Object Consistency | Geometric Integrity",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:07.997297"
+        },
+        {
+          "question_id": "25",
+          "type": "binary",
+          "question": "Does the camera return to the main nave after exploring other areas?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:07.997304"
+        },
+        {
+          "question_id": "26",
+          "type": "multiple_choice",
+          "question": "Which camera behavior indicates a need for path retracing memory?",
+          "options": [
+            "A. Zooming into a statue",
+            "B. Moving back along the same route",
+            "C. Panning left only",
+            "D. Tilting down once"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:07.997311"
+        },
+        {
+          "question_id": "27",
+          "type": "binary",
+          "question": "Does the camera tilt upward to reveal the ceiling frescoes?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:07.997319"
+        },
+        {
+          "question_id": "28",
+          "type": "multiple_choice",
+          "question": "Which camera movement emphasizes vertical perspective in the church?",
+          "options": [
+            "A. Horizontal pan across pews",
+            "B. Tilt upward to ceiling",
+            "C. Zoom into a candle",
+            "D. Static shot of altar"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:07.997325"
+        },
+        {
+          "question_id": "29",
+          "type": "binary",
+          "question": "Are background elements like side altars and balconies shown again after being seen earlier?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:07.997332"
+        },
+        {
+          "question_id": "30",
+          "type": "multiple_choice",
+          "question": "What ensures continuity when returning to a previously viewed area?",
+          "options": [
+            "A. Changing lighting",
+            "B. Consistent background appearance",
+            "C. New camera angle only",
+            "D. Added characters"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:07.997338"
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": false,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_8565d4650361a97103a6970031ff0e8a23c498d1dde1b985a664d1151c99aed0_spatial"
+  },
+  {
+    "task_id": "mem_tnt_d44bf0fee21c2dfd0bb99b5c4e938ca645a4153733bb0df1169fa482f41ba0ef_spatial",
+    "instance_id": "mem_tnt_d44bf0fee21c2dfd0bb99b5c4e938ca645a4153733bb0df1169fa482f41ba0ef",
+    "task_type": "spatial_consistency",
+    "ground_truth": {
+      "video_path": "videos/mem_tnt_d44bf0fee21c2dfd0bb99b5c4e938ca645a4153733bb0df1169fa482f41ba0ef.mp4"
+    },
+    "generation_prompts": {
+      "category": "Spatial & Environment Consistency",
+      "prompts": {
+        "level_1": [
+          "The video captures a sweeping exploration of the Palace of Fine Arts, beginning with a wide shot of its iconic domed structure surrounded by lush greenery and a reflective pond. The camera pans horizontally around the building, circling the central dome and revisiting earlier angles, particularly noticeable as it retraces its path along the edge of the pond. Throughout, the video alternates between wide views showcasing the entire architectural ensemble and close-ups focusing on intricate details like column capitals, sculptural reliefs, and ceiling patterns. Vertical perspective shifts look up at towering columns and down into serene ponds, while zoom transitions maintain consistent scale and proportions. Background elements such as trees, distant structures, and fountain jets frequently re-enter the frame, requiring visual consistency in their positioning and appearance. The journey concludes with a final panoramic view that ties together all previously explored spatial landmarks."
+        ],
+        "level_2": [
+          "At the start, the video presents a broad view of the Palace of Fine Arts, highlighting its domed architecture and surrounding pond. The camera then begins a horizontal pan, circling the structure and revisiting earlier perspectives, particularly along the left side of the building. This segment emphasizes the interplay between the grand architecture and the natural environment, with the pond reflecting the scene and birds gliding over the water. As the pan continues, the focus shifts to closer details of the columns and arches, setting the stage for more intimate explorations in the following segments.",
+          "In the middle portion, the camera retraces its path along the pond's edge, revisiting areas seen earlier, such as the right side of the structure. This section features significant vertical perspective changes, including low-angle shots looking up at the towering columns and high-angle views capturing the ornate ceiling patterns. Zoom transitions alternate between wide shots of the entire building and detailed close-ups of specific architectural elements, maintaining consistent scale and proportion throughout. Fountain jets become visible in the pond, adding dynamic movement to the serene setting.",
+          "Toward the end, the video revisits key landmarks from earlier in the journey, including the central dome and surrounding colonnades. The camera continues its loop-like motion, circling back to previously seen viewpoints while emphasizing the intricate details of the sculptures and decorative motifs. The final scenes capture a comprehensive view of the Palace of Fine Arts, integrating all previously explored spatial elements into a cohesive whole. The video concludes with a panoramic shot that highlights the harmonious blend of architecture and nature."
+        ],
+        "level_3": [
+          "The video opens with a wide shot of the Palace of Fine Arts, showcasing its domed structure and the reflective pond in the foreground. A bird flies across the clear blue sky, adding a sense of tranquility. The camera begins a slow horizontal pan to the right, revealing more of the surrounding greenery and the colonnade extending along the pond. As the pan progresses, the focus remains on the overall composition, with the pond reflecting the building and the sky.",
+          "As the camera continues its pan, it moves further along the pond's edge, capturing the intricate details of the columns and arches. The perspective shifts slightly, offering a closer view of the sculptural reliefs and the texture of the stone. The camera then starts to circle back toward the left side of the structure, maintaining a consistent distance from the building. The background re-enters the frame, with trees and distant structures becoming visible again.",
+          "The camera retraces its path along the pond, revisiting the left side of the Palace of Fine Arts. This segment features a mix of wide shots and close-ups, alternating between the grandeur of the entire structure and the fine details of the architecture. The pond's surface reflects the building, creating a mirror-like effect. Fountain jets appear in the water, adding a dynamic element to the scene. The camera then begins to tilt upward, looking up at the towering columns and the ornate ceiling patterns.",
+          "The video transitions to a series of vertical perspective shifts, with the camera looking up at the towering columns and the intricate ceiling designs. Close-up shots highlight the detailed carvings and sculptures adorning the arches and columns. The camera then pans downward, capturing the base of the columns and the surrounding greenery. The background elements, such as trees and distant buildings, re-enter the frame, maintaining visual consistency. The camera continues to circle the structure, revisiting earlier viewpoints and emphasizing the symmetry and balance of the design.",
+          "In the final segment, the camera completes its loop around the Palace of Fine Arts, returning to the initial viewpoint. The video captures a panoramic view of the entire structure, integrating all previously explored spatial elements. The pond reflects the building, and the surrounding greenery frames the scene beautifully. The video concludes with a wide shot that highlights the harmonious blend of architecture and nature, providing a comprehensive overview of the Palace of Fine Arts."
+        ]
+      }
+    },
+    "evaluation_prompts": {
+      "qa_pairs": [
+        {
+          "question_id": "1",
+          "type": "binary",
+          "question": "Does the camera perform a horizontal loop-like motion around the Palace of Fine Arts?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "2",
+          "type": "multiple_choice",
+          "question": "At approximately what timestamp does the camera begin to retrace a path similar to an earlier view?",
+          "options": [
+            "A. 14 seconds - 22 seconds",
+            "B. 28 seconds - 36 seconds",
+            "C. 40 seconds - 48 seconds",
+            "D. 55 seconds - 63 seconds"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "3",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the camera's movement during 14 seconds-22 seconds?",
+          "options": [
+            "A. Straight zoom-in on the dome",
+            "B. Clockwise pan around the pond",
+            "C. Vertical tilt up to the sky",
+            "D. Random jittery motion",
+            "B"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "4",
+          "type": "binary",
+          "question": "Is the final view of the Palace of Fine Arts at the end of the video nearly identical to the opening shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "5",
+          "type": "multiple_choice",
+          "question": "What is the primary reason for classifying this as 'Horizontal Loop Memory'?",
+          "options": [
+            "A. The camera only moves vertically",
+            "B. The camera circles the subject and returns to similar angles",
+            "C. The camera remains stationary throughout",
+            "D. The camera focuses exclusively on the fountain",
+            "B"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory"
+        },
+        {
+          "question_id": "6",
+          "type": "binary",
+          "question": "Does the camera retrace its path along the pond's edge at any point in the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "7",
+          "type": "multiple_choice",
+          "question": "At which time segment does the camera first retrace a path seen earlier?",
+          "options": [
+            "A. 14 seconds - 22 seconds",
+            "B. 22 seconds - 28 seconds",
+            "C. 28 seconds - 36 seconds",
+            "D. 36 seconds - 44 seconds"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "8",
+          "type": "multiple_choice",
+          "question": "When the camera retraces its path, which landmark is consistently visible in the background?",
+          "options": [
+            "A. The fountain jets",
+            "B. The domed structure",
+            "C. The bare tree branches",
+            "D. The water fowl",
+            "B"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "9",
+          "type": "binary",
+          "question": "Are the relative positions of the columns and arches consistent when the camera returns to a previously viewed angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "10",
+          "type": "multiple_choice",
+          "question": "What evidence supports the classification of 'Path Retracing Memory'?",
+          "options": [
+            "A. The camera never moves in a straight line",
+            "B. The camera revisits the same physical locations from similar angles",
+            "C. The camera only captures new areas",
+            "D. The camera avoids the pond entirely",
+            "B"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory"
+        },
+        {
+          "question_id": "11",
+          "type": "binary",
+          "question": "Does the camera change its vertical perspective by looking up at the columns and then down at the pond?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "12",
+          "type": "multiple_choice",
+          "question": "At which timestamp does the camera first look directly up at the ceiling?",
+          "options": [
+            "A. 40 seconds - 48 seconds",
+            "B. 48 seconds - 56 seconds",
+            "C. 56 seconds - 64 seconds",
+            "D. 64 seconds - 72 seconds"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "13",
+          "type": "multiple_choice",
+          "question": "When the camera looks up at the ceiling, are the hexagonal patterns consistent with earlier views?",
+          "options": [
+            "A. Yes, they are identical",
+            "B. No, they appear distorted",
+            "C. Yes, but slightly blurred",
+            "D. No, they are not visible",
+            "A"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "14",
+          "type": "binary",
+          "question": "Is the scale of the columns consistent when viewed from a low angle versus a high angle?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "15",
+          "type": "multiple_choice",
+          "question": "What is the primary challenge in maintaining 'Vertical Perspective Memory'?",
+          "options": [
+            "A. Ensuring that the size of the columns doesn't change drastically",
+            "B. Keeping the pond reflections consistent",
+            "C. Maintaining the correct angle of sunlight on the architecture",
+            "D. All of the above",
+            "D"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory"
+        },
+        {
+          "question_id": "16",
+          "type": "binary",
+          "question": "Does the video alternate between wide shots and close-up zooms on architectural details?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "17",
+          "type": "multiple_choice",
+          "question": "At which timestamp does the camera first perform a close-up zoom on a column capital?",
+          "options": [
+            "A. 40 seconds - 48 seconds",
+            "B. 48 seconds - 56 seconds",
+            "C. 56 seconds - 64 seconds",
+            "D. 64 seconds - 72 seconds"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "18",
+          "type": "multiple_choice",
+          "question": "When zooming in on the column capitals, are the carvings and textures consistent with wider shots?",
+          "options": [
+            "A. Yes, they match exactly",
+            "B. No, they appear different",
+            "C. Yes, but slightly out of focus",
+            "D. No, they are too small to see",
+            "A"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "19",
+          "type": "binary",
+          "question": "Is the relative size of the dome consistent when zoomed in versus zoomed out?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "20",
+          "type": "multiple_choice",
+          "question": "What ensures 'Zoom & Scale Memory' is maintained?",
+          "options": [
+            "A. Consistent lighting and shadows",
+            "B. Stable camera distance from the subject",
+            "C. Uniform editing of zoom transitions",
+            "D. All of the above",
+            "D"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Zoom & Scale Memory"
+        },
+        {
+          "question_id": "21",
+          "type": "binary",
+          "question": "Do background elements like trees and the pond re-enter the frame after being temporarily out of view?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "22",
+          "type": "multiple_choice",
+          "question": "At which timestamp does the bare tree branch first re-enter the frame after being out of view?",
+          "options": [
+            "A. 14 seconds - 22 seconds",
+            "B. 22 seconds - 28 seconds",
+            "C. 28 seconds - 36 seconds",
+            "D. 36 seconds - 44 seconds"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "23",
+          "type": "multiple_choice",
+          "question": "When the pond re-enters the frame, is its reflection of the Palace consistent with previous views?",
+          "options": [
+            "A. Yes, it matches perfectly",
+            "B. No, it appears darker",
+            "C. Yes, but with slight variations",
+            "D. No, it is not visible",
+            "A"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "24",
+          "type": "binary",
+          "question": "Are the distant trees and buildings consistent in appearance when they re-enter the frame?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "25",
+          "type": "multiple_choice",
+          "question": "What is the main challenge in 'Background Re-entry' for this video?",
+          "options": [
+            "A. Ensuring the pond reflections are always clear",
+            "B. Maintaining consistent lighting on re-entering elements",
+            "C. Preserving the exact position and detail of background objects",
+            "D. All of the above",
+            "D"
+          ],
+          "answer": "D",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry"
+        },
+        {
+          "question_id": "26",
+          "type": "binary",
+          "question": "Does the video describe the camera returning to the initial viewpoint after a full loop?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:11.956919"
+        },
+        {
+          "question_id": "27",
+          "type": "multiple_choice",
+          "question": "Which of the following best describes the camera's motion around the Palace of Fine Arts?",
+          "options": [
+            "A. Linear forward movement",
+            "B. Horizontal pan with return to start",
+            "C. Random zooms only",
+            "D. Vertical tilt only"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Horizontal Loop Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:11.956952"
+        },
+        {
+          "question_id": "28",
+          "type": "binary",
+          "question": "Does the camera revisit areas it has already shown during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:11.956963"
+        },
+        {
+          "question_id": "29",
+          "type": "multiple_choice",
+          "question": "What happens when the camera moves back along the pond’s edge?",
+          "options": [
+            "A. It shows new buildings",
+            "B. It revisits earlier viewpoints",
+            "C. It changes the time of day",
+            "D. It zooms into a single column"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Path Retracing Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:11.956970"
+        },
+        {
+          "question_id": "30",
+          "type": "binary",
+          "question": "Are there low-angle and high-angle shots of the Palace of Fine Arts?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:11.956978"
+        },
+        {
+          "question_id": "31",
+          "type": "multiple_choice",
+          "question": "How does the camera capture the ceiling patterns?",
+          "options": [
+            "A. From ground level",
+            "B. From a high-angle view",
+            "C. Using a drone",
+            "D. Through reflection"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Camera Motion | Vertical Perspective Memory",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:11.956985"
+        },
+        {
+          "question_id": "32",
+          "type": "binary",
+          "question": "Does the pond reflect the Palace of Fine Arts and the sky?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Reflection Content Consistency",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:11.956992"
+        },
+        {
+          "question_id": "33",
+          "type": "binary",
+          "question": "Do background elements like trees and distant structures reappear during the video?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:11.957004"
+        },
+        {
+          "question_id": "34",
+          "type": "multiple_choice",
+          "question": "When the camera returns to a prior location, what must remain consistent?",
+          "options": [
+            "A. Camera speed",
+            "B. Background elements",
+            "C. Sky color only",
+            "D. Music volume"
+          ],
+          "answer": "B",
+          "category": "Entity Consistency | Spatial & Environment Consistency",
+          "sub_category": "Background Memory | Background Re-entry",
+          "generated_from": "vlm_prompt_analysis",
+          "generation_priority": "medium",
+          "timestamp": "2026-02-23T22:38:11.957010"
+        },
+        {
+          "question_id": "35",
+          "type": "binary",
+          "question": "Does the reflection in the pond show the Palace of Fine Arts' domed structure and surrounding greenery when viewed from the initial wide shot?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt states that the video opens with a wide shot of the Palace and the reflective pond, indicating the dome and greenery should be visible in the reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.677906"
+          }
+        },
+        {
+          "question_id": "36",
+          "type": "multiple_choice",
+          "question": "Which objects should be reflected in the pond during Segment 1?",
+          "options": [
+            "A. The central dome, sky, and trees",
+            "B. Only the fountain jets",
+            "C. The camera operator",
+            "D. A modern skyscraper"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Segment 1 describes the wide shot showing the domed structure, clear blue sky, and surrounding greenery, all of which would be reflected in the pond.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.677943"
+          }
+        },
+        {
+          "question_id": "37",
+          "type": "binary",
+          "question": "Are sculptural reliefs on the columns visible in the reflection when the camera focuses on them closely?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Close-up shots focus on details like reliefs, but reflections in water are typically less detailed and depend on viewing angle; such fine details are unlikely to be clearly reflected.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.677953"
+          }
+        },
+        {
+          "question_id": "38",
+          "type": "multiple_choice",
+          "question": "When the camera pans along the pond's edge, what should the reflection include?",
+          "options": [
+            "A. Only the building’s base",
+            "B. The full height of the columns and arches",
+            "C. The sky and birds flying overhead",
+            "D. The camera lens"
+          ],
+          "answer": "C",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "The prompt mentions birds flying across the sky and the reflective pond, so the sky and birds should appear in the reflection as part of the mirrored scene.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.677962"
+          }
+        },
+        {
+          "question_id": "39",
+          "type": "binary",
+          "question": "Does the reflection in the pond accurately depict the position of the fountain jets when they become visible?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Content Consistency",
+          "metadata": {
+            "consistency_type": "Content",
+            "reasoning": "Fountain jets are described as appearing in the pond and adding dynamic movement; their presence must be mirrored in the reflection for content consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.677968"
+          }
+        },
+        {
+          "question_id": "40",
+          "type": "binary",
+          "question": "When the camera revisits the left side of the Palace in Segment 3, does the pond's reflection still show the same architectural elements as seen earlier in Segment 1?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt indicates that the camera retraces its path and revisits earlier viewpoints, implying visual continuity including consistent reflections.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.677978"
+          }
+        },
+        {
+          "question_id": "41",
+          "type": "multiple_choice",
+          "question": "In Segment 5, when the camera returns to the initial viewpoint, how should the reflection compare to the one in Segment 1?",
+          "options": [
+            "A. It should be identical in content and composition",
+            "B. It should show new buildings not present before",
+            "C. It should reflect only the sky",
+            "D. It should be distorted due to wind"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt describes a loop-like motion returning to the initial viewpoint, suggesting temporal consistency in both environment and reflection.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.677985"
+          }
+        },
+        {
+          "question_id": "42",
+          "type": "binary",
+          "question": "If the fountain jets are active in Segment 3 but not mentioned in Segment 1, does the reflection in the pond update to include them in later segments?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The prompt notes fountain jets appear in Segment 3, so the reflection must dynamically include them, reflecting environmental changes over time.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.677992"
+          }
+        },
+        {
+          "question_id": "43",
+          "type": "multiple_choice",
+          "question": "When the camera moves from Segment 2 to Segment 3, and revisits the left side of the building, what should happen to the reflection?",
+          "options": [
+            "A. It should remain unchanged despite camera motion",
+            "B. It should reflect the same scene as before, maintaining continuity",
+            "C. It should show a different building",
+            "D. It should disappear entirely"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "Revisiting the same location implies temporal consistency—reflections should mirror the same environment as previously seen.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.677998"
+          }
+        },
+        {
+          "question_id": "44",
+          "type": "binary",
+          "question": "Is the reflection of the bird flying across the sky visible at the same moment in both Segment 1 and Segment 5?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "No",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Temporal Consistency",
+          "metadata": {
+            "consistency_type": "Temporal",
+            "reasoning": "The bird is mentioned only in Segment 1; unless it reappears, it should not be reflected in later segments, ensuring temporal accuracy.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.678005"
+          }
+        },
+        {
+          "question_id": "45",
+          "type": "binary",
+          "question": "As the camera pans right in Segment 1, does the reflection in the pond shift to show more of the colonnade extending along the pond?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The pan reveals more of the colonnade; therefore, the reflection must update accordingly to maintain viewpoint consistency.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.678012"
+          }
+        },
+        {
+          "question_id": "46",
+          "type": "multiple_choice",
+          "question": "When the camera tilts upward in Segment 3 to look at the ceiling patterns, what should the reflection in the pond show?",
+          "options": [
+            "A. The ceiling patterns",
+            "B. The top of the columns and sky",
+            "C. Only the base of the columns",
+            "D. The camera lens"
+          ],
+          "answer": "B",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The reflection in the pond is limited to the lower portion of the scene; upward tilt means the reflection will show the top of the columns and sky, not the ceiling itself.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.678018"
+          }
+        },
+        {
+          "question_id": "47",
+          "type": "binary",
+          "question": "Does the reflection in the pond change appropriately when the camera circles back to the same position in Segment 5?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The prompt describes a looped motion returning to the initial viewpoint, requiring the reflection to match the original composition for spatial coherence.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.678025"
+          }
+        },
+        {
+          "question_id": "48",
+          "type": "multiple_choice",
+          "question": "When the camera moves from a low-angle shot to a high-angle view in Segment 4, how does the reflection change?",
+          "options": [
+            "A. It shows more of the sky and less of the building base",
+            "B. It remains static regardless of camera angle",
+            "C. It reflects the ceiling directly",
+            "D. It disappears"
+          ],
+          "answer": "A",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "Changing camera angles alters the visible scene; a high-angle view reduces ground visibility, so the reflection should show more sky and less building base.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.678031"
+          }
+        },
+        {
+          "question_id": "49",
+          "type": "binary",
+          "question": "When the camera pans downward after looking up at the columns, does the reflection in the pond now include more of the surrounding greenery?",
+          "options": [
+            "Yes",
+            "No"
+          ],
+          "answer": "Yes",
+          "category": "Spatial & Environment Consistency",
+          "sub_category": "Mirror & Reflection Memory | Viewpoint Consistency",
+          "metadata": {
+            "consistency_type": "Viewpoint",
+            "reasoning": "The downward pan brings the base of the columns and greenery into view, so the reflection should also include these elements for accurate viewpoint mapping.",
+            "generated_from": "vlm_reflection_analysis",
+            "timestamp": "2026-02-23T23:11:58.678037"
+          }
+        }
+      ]
+    },
+    "has_supplemental_qa": true,
+    "has_reflection_qa": true,
+    "category": "spatial_object",
+    "subcategory": "tnt",
+    "source_task": "0320",
+    "original_task_id": "mem_tnt_d44bf0fee21c2dfd0bb99b5c4e938ca645a4153733bb0df1169fa482f41ba0ef_spatial"
+  }
+]
\ No newline at end of file
diff --git a/_annotation_legacy/README.md b/_annotation_legacy/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..3c07a2fbcfdbeaf8c5de9d1b6ad6fc5e4a09205f
--- /dev/null
+++ b/_annotation_legacy/README.md
@@ -0,0 +1,32 @@
+---
+title: MBench Annotation
+emoji: 🎬
+colorFrom: blue
+colorTo: purple
+sdk: gradio
+sdk_version: 5.9.1
+python_version: "3.11"
+app_file: app.py
+pinned: false
+---
+
+# MBench-V Human Annotation
+
+Gradio-based annotation UI for the MBench-V video generation benchmark.
+
+- **Video source (read-only)**: [studyOverflow/TempMemoryData](https://huggingface.co/datasets/studyOverflow/TempMemoryData), streamed directly from HF CDN — videos are **not** copied into this Space.
+- **Annotation sink (write)**: the same dataset repo, under `annotations/`. Submissions are batched by `CommitScheduler` and pushed every 5 minutes.
+- **Models included (6)**: `causal_forcing`, `self_forcing`, `cosmos`, `helios`, `longlive`, `memflow`. `skyreels` and `longcat` are temporarily excluded because their 0422 generation is still in progress.
+- **Tasks**: 584 task_ids × 6 models = **3504** `(model, task_id)` pairs.
+
+## How to use
+
+1. Enter your annotator name (anything unique — used to tag your submissions).
+2. Watch the video on the left; read the prompt and metadata in the middle.
+3. Give a score (1–5) and an optional note on the right.
+4. Click **Submit & Next** to move on. Your submissions are auto-committed every 5 min.
+
+## Notes
+
+- This is a minimal template. Multi-annotator deduplication, per-user task-allocation, and per-dimension scoring are **not** implemented yet — all annotators currently get a randomly shuffled pool and see tasks in their own order.
+- The environment variable `HF_TOKEN` must be set in the Space *Settings → Variables and secrets* with **write** access to `studyOverflow/TempMemoryData`.
diff --git a/_annotation_legacy/app.py b/_annotation_legacy/app.py
new file mode 100644
index 0000000000000000000000000000000000000000..636d8f92b7af314abb562ae9f96dccfab4fb8bb8
--- /dev/null
+++ b/_annotation_legacy/app.py
@@ -0,0 +1,966 @@
+"""
+MBench Annotation Space — 单视频标注 + MBench-V Pairwise + MBench-A Pairwise
+
+功能:
+- Tab 1 (单视频标注): "该视频是否出现了记忆问题？" (MBench-V)
+- Tab 2 (MBench-V Pairwise): 同一 prompt 下两个 T2V 模型视频并排 (MBench-V)
+- Tab 3 (MBench-A Pairwise): 世界模型 401f 视频对比，4子集×多维度 (MBench-A)
+
+技术栈:
+- Gradio 5.9.1 + FastAPI 视频代理
+- HuggingFace CommitScheduler 自动推送标注结果
+- 数据来源: studyOverflow/TempMemoryData
+
+部署:
+  直接替换 HuggingFace Space 的 app.py 即可。
+"""
+from __future__ import annotations
+
+import json
+import os
+import random
+import threading
+import time
+import uuid
+from collections import defaultdict
+from pathlib import Path
+from typing import Any
+
+import gradio as gr
+from huggingface_hub import CommitScheduler, HfApi, hf_hub_download, hf_hub_url
+
+# ---------------------------------------------------------------------------
+# Config
+# ---------------------------------------------------------------------------
+
+DATASET_REPO = "studyOverflow/TempMemoryData"
+MERGED_JSON_PATH = "MBench-V/merged.json"
+MODELS: list[str] = [
+    "causal_forcing",
+    "self_forcing",
+    "cosmos",
+    "helios",
+    "longlive",
+    "memflow",
+    "longcat",
+    "skyreels",
+]
+
+HF_TOKEN = os.environ.get("HF_TOKEN")
+ANN_DIR = Path("annotations_local")
+ANN_DIR.mkdir(exist_ok=True)
+PROCESS_ID = uuid.uuid4().hex[:8]
+
+# Separate files for annotation types
+ANN_FILE_BINARY = ANN_DIR / f"ann_binary_{PROCESS_ID}.jsonl"
+ANN_FILE_PAIRWISE = ANN_DIR / f"ann_pairwise_{PROCESS_ID}.jsonl"
+ANN_FILE_MBENCH_A = ANN_DIR / f"ann_mbench_a_{PROCESS_ID}.jsonl"
+
+COMMIT_INTERVAL_MIN = 5
+PENDING_TIMEOUT_SEC = 30 * 60
+
+# MBench-V Pairwise config
+PAIRWISE_DIMENSIONS = [
+    ("entity", "实体一致性", "人物/物体离开画面再回来后，哪个视频中实体外观更一致？"),
+    ("physical", "物理合理性", "哪个视频中的物理过程（水流/碰撞/变形等）更合理自然？"),
+    ("prompt", "Prompt 忠实度", "哪个视频的内容更符合下方的文字描述？"),
+]
+PAIRWISE_SAMPLES_PER_PAIR = 30
+
+# ---------------------------------------------------------------------------
+# MBench-A Config
+# ---------------------------------------------------------------------------
+
+MBENCH_A_MODELS: list[str] = [
+    "hy_worldplay",
+    "infinite_world",
+    "lingbot_world",
+    "matrix_game_2",
+    "matrix_game_3",
+    "yume",
+]
+MBENCH_A_ANNOTATORS_PER_TASK = 3
+MBENCH_A_CATEGORY_MAP = {
+    "environment": "Spatial_401f",
+    "object": "Spatial_401f",
+    "human": "Human_401f",
+    "causal": "Casual_401f",
+}
+MBENCH_A_GT_CATEGORY_MAP = {
+    "environment": "Spatial",
+    "object": "Spatial",
+    "human": "Human",
+    "causal": "Casual",
+}
+
+# ---------------------------------------------------------------------------
+# Load MBench-V merged.json
+# ---------------------------------------------------------------------------
+
+def _load_merged() -> list[dict[str, Any]]:
+    try:
+        local = hf_hub_download(
+            repo_id=DATASET_REPO,
+            filename=MERGED_JSON_PATH,
+            repo_type="dataset",
+            token=HF_TOKEN,
+        )
+        with open(local, encoding="utf-8") as f:
+            return json.load(f)
+    except Exception as e:
+        print(f"[mbench-ann] WARNING: Failed to load MBench-V data: {e}")
+        return []
+
+TASKS: list[dict[str, Any]] = _load_merged()
+TASK_BY_ID: dict[str, dict[str, Any]] = {t["task_id"]: t for t in TASKS}
+
+# ---------------------------------------------------------------------------
+# Load MBench-A task pool
+# ---------------------------------------------------------------------------
+
+def _load_mbench_a_pool() -> dict[str, Any]:
+    """Load MBench-A task pool from local file or HF."""
+    local_path = Path(__file__).parent / "sampling" / "task_pool.json"
+    if local_path.exists():
+        with open(local_path, encoding="utf-8") as f:
+            return json.load(f)
+    # Fallback: try HF
+    try:
+        local = hf_hub_download(
+            repo_id=DATASET_REPO,
+            filename="MBench-A/task_pool.json",
+            repo_type="dataset",
+            token=HF_TOKEN,
+        )
+        with open(local, encoding="utf-8") as f:
+            return json.load(f)
+    except Exception as e:
+        print(f"[mbench-ann] WARNING: Failed to load MBench-A task pool: {e}")
+        return {"tasks": [], "quality_control_tasks": [], "metadata": {}}
+
+MBENCH_A_POOL = _load_mbench_a_pool()
+MBENCH_A_TASKS: list[dict] = MBENCH_A_POOL.get("tasks", []) + MBENCH_A_POOL.get("quality_control_tasks", [])
+MBENCH_A_TASK_BY_ID: dict[str, dict] = {t["task_id"]: t for t in MBENCH_A_TASKS}
+
+# ---------------------------------------------------------------------------
+# MBench-V Pool setup
+# ---------------------------------------------------------------------------
+
+BINARY_POOL: list[tuple[str, str]] = [(m, t["task_id"]) for m in MODELS for t in TASKS]
+BINARY_POOL_SET: set[tuple[str, str]] = set(BINARY_POOL)
+
+def _build_pairwise_pool() -> list[tuple[str, str, str, str]]:
+    pool = []
+    task_ids = [t["task_id"] for t in TASKS[:PAIRWISE_SAMPLES_PER_PAIR]]
+    for tid in task_ids:
+        for i, m_a in enumerate(MODELS):
+            for m_b in MODELS[i+1:]:
+                for dim_key, _, _ in PAIRWISE_DIMENSIONS:
+                    pool.append((tid, m_a, m_b, dim_key))
+    return pool
+
+PAIRWISE_POOL: list[tuple[str, str, str, str]] = _build_pairwise_pool()
+PAIRWISE_POOL_SET: set[tuple[str, str, str, str]] = set(PAIRWISE_POOL)
+
+print(f"[mbench-ann] MBench-V: {len(TASKS)} tasks × {len(MODELS)} models")
+print(f"[mbench-ann] MBench-V binary pool: {len(BINARY_POOL)}, pairwise pool: {len(PAIRWISE_POOL)}")
+print(f"[mbench-ann] MBench-A: {len(MBENCH_A_TASKS)} tasks, {len(MBENCH_A_POOL.get('metadata', {}))} metadata")
+
+# ---------------------------------------------------------------------------
+# Video URL helpers
+# ---------------------------------------------------------------------------
+
+def _video_url(model: str, task_id: str) -> str:
+    return f"/video/{model}/{task_id}.mp4"
+
+def _hf_video_url(model: str, task_id: str) -> str:
+    return hf_hub_url(
+        DATASET_REPO,
+        filename=f"MBench-V/{model}/videos/{task_id}.mp4",
+        repo_type="dataset",
+    )
+
+def _mbench_a_video_proxy_url(model: str, subset: str, sample_id: str) -> str:
+    """Build local proxy URL for MBench-A video."""
+    category = MBENCH_A_CATEGORY_MAP[subset]
+    return f"/video_a/{model}/{category}/{sample_id}/left_then_right.mp4"
+
+def _mbench_a_hf_video_url(model: str, category: str, sample_id: str) -> str:
+    """Build HF upstream URL for MBench-A video."""
+    return hf_hub_url(
+        DATASET_REPO,
+        filename=f"MBench-A/{model}/{category}/{sample_id}/left_then_right.mp4",
+        repo_type="dataset",
+    )
+
+def _mbench_a_asset_hf_url(path: str) -> str:
+    """Build HF URL for MBench-A assets."""
+    return hf_hub_url(
+        DATASET_REPO,
+        filename=f"MBench-A/assets/{path}",
+        repo_type="dataset",
+    )
+
+def _extract_prompt(task: dict[str, Any]) -> str:
+    gp = task.get("generation_prompts") or {}
+    prompts = gp.get("prompts") or {}
+    for level in ("level_3", "level_4", "level_2", "level_1"):
+        val = prompts.get(level)
+        if isinstance(val, list) and val:
+            n = len(val)
+            return "\n\n".join(f"— 第 {i}/{n} 段 —\n{seg}" for i, seg in enumerate(val, 1))
+        if isinstance(val, str) and val:
+            return val
+    return "(no prompt found)"
+
+def _render_video_html(url: str) -> str:
+    return (
+        f'<video controls autoplay muted loop playsinline width="100%" '
+        f'style="max-height:400px;object-fit:contain" src="{url}">'
+        f'您的浏览器不支持 HTML5 视频。</video>'
+    )
+
+# ---------------------------------------------------------------------------
+# MBench-A: Auxiliary info rendering
+# ---------------------------------------------------------------------------
+
+def _render_mbench_a_aux(task: dict) -> str:
+    """Render auxiliary HTML info based on task subset."""
+    subset = task["subset"]
+
+    # Use CSS class for guaranteed visibility (Gradio themes can override inline styles)
+    box = 'class="aux-info-box"'
+
+    # Camera motion info (shown for ALL subsets)
+    motion = task.get("camera_motion", "left_then_right")
+    motion_desc = task.get("camera_motion_description", motion)
+    gif_url = _mbench_a_asset_hf_url(f"camera_diagrams/{motion}.gif")
+    camera_html = (
+        f'<div style="flex:0 0 200px">'
+        f'<p><b>🎬 预期相机运动</b></p>'
+        f'<p style="margin:0 0 8px">{motion_desc}</p>'
+        f'<img src="{gif_url}" style="width:180px">'
+        f'</div>'
+    )
+
+    # Caption (shown for ALL subsets now)
+    caption = task.get("caption", "")
+    caption_html = ""
+    if caption:
+        caption_html = (
+            f'<div style="flex:1;min-width:250px">'
+            f'<p><b>📝 场景描述</b></p>'
+            f'<p style="font-size:14px;line-height:1.5">{caption}</p>'
+            f'</div>'
+        )
+
+    if subset == "object":
+        sample_id = task["sample_id"]
+        mask_url = _mbench_a_asset_hf_url(f"mask_viz/{sample_id}.png")
+        return (
+            f'<div {box}>'
+            f'<p><b>🎯 请关注画面中被标注（高亮）的物体</b></p>'
+            f'<div style="display:flex;gap:16px;flex-wrap:wrap;align-items:flex-start;margin-top:8px">'
+            f'<div style="flex:1;min-width:300px">'
+            f'<img src="{mask_url}" style="max-width:100%;max-height:280px">'
+            f'</div>'
+            f'{camera_html}'
+            f'{caption_html}'
+            f'</div></div>'
+        )
+
+    elif subset == "causal":
+        return (
+            f'<div {box}>'
+            f'<div style="display:flex;gap:16px;flex-wrap:wrap;align-items:flex-start">'
+            f'{camera_html}'
+            f'{caption_html}'
+            f'</div></div>'
+        )
+
+    elif subset == "human":
+        return (
+            f'<div {box}>'
+            f'<p><b>👤 请关注视频中的人物</b>：观察人物离开画面再回来后，面部和外观是否保持一致。</p>'
+            f'<div style="display:flex;gap:16px;flex-wrap:wrap;align-items:flex-start;margin-top:8px">'
+            f'{camera_html}'
+            f'{caption_html}'
+            f'</div></div>'
+        )
+
+    else:  # environment
+        return (
+            f'<div {box}>'
+            f'<p><b>🏞️ 请关注整体场景</b>：观察相机转回来后，场景的布局、风格、光照是否保持一致。</p>'
+            f'<div style="display:flex;gap:16px;flex-wrap:wrap;align-items:flex-start;margin-top:8px">'
+            f'{camera_html}'
+            f'{caption_html}'
+            f'</div></div>'
+        )
+        return (
+            f'<div {box}>'
+            f'<div style="display:flex;gap:16px;flex-wrap:wrap;align-items:flex-start">'
+            f'<div style="flex:1;min-width:250px">'
+            f'<p><b>🏞️ 请关注整体场景</b>：观察相机转回来后，场景的布局、风格、光照是否保持一致。</p>'
+            f'</div>'
+            f'{camera_html}'
+            f'</div></div>'
+        )
+
+# ---------------------------------------------------------------------------
+# CommitScheduler
+# ---------------------------------------------------------------------------
+
+scheduler: CommitScheduler | None = None
+if HF_TOKEN:
+    scheduler = CommitScheduler(
+        repo_id=DATASET_REPO,
+        repo_type="dataset",
+        folder_path=str(ANN_DIR),
+        path_in_repo="annotations",
+        every=COMMIT_INTERVAL_MIN,
+        token=HF_TOKEN,
+        private=False,
+        squash_history=False,
+    )
+
+# ---------------------------------------------------------------------------
+# Historical annotations
+# ---------------------------------------------------------------------------
+
+def _fetch_remote_annotations() -> list[dict[str, Any]]:
+    records: list[dict[str, Any]] = []
+    try:
+        api = HfApi(token=HF_TOKEN)
+        files = api.list_repo_files(repo_id=DATASET_REPO, repo_type="dataset")
+    except Exception:
+        return records
+    jsonls = [p for p in files if p.startswith("annotations/") and p.endswith(".jsonl")]
+    for path in jsonls:
+        try:
+            local = hf_hub_download(repo_id=DATASET_REPO, filename=path, repo_type="dataset", token=HF_TOKEN)
+            with open(local, encoding="utf-8") as f:
+                for line in f:
+                    line = line.strip()
+                    if line:
+                        try:
+                            records.append(json.loads(line))
+                        except Exception:
+                            pass
+        except Exception:
+            pass
+    return records
+
+HISTORICAL = _fetch_remote_annotations()
+
+# ---------------------------------------------------------------------------
+# Shared state
+# ---------------------------------------------------------------------------
+
+STATE_LOCK = threading.Lock()
+
+# Binary state
+BINARY_SUBMITTED: set[tuple[str, str]] = {
+    (r["model"], r["task_id"]) for r in HISTORICAL
+    if r.get("type", "binary") == "binary" and "model" in r and "task_id" in r
+    and (r["model"], r["task_id"]) in BINARY_POOL_SET
+}
+BINARY_PENDING: dict[tuple[str, str], tuple[str, float]] = {}
+
+# MBench-V Pairwise state
+PAIRWISE_SUBMITTED: set[tuple[str, str, str, str]] = {
+    (r["task_id"], r["model_a"], r["model_b"], r["dimension"])
+    for r in HISTORICAL
+    if r.get("type") == "pairwise"
+    and all(k in r for k in ("task_id", "model_a", "model_b", "dimension"))
+}
+PAIRWISE_PENDING: dict[tuple[str, str, str, str], tuple[str, float]] = {}
+
+# MBench-A state: task_id -> list of annotators who completed it
+MBENCH_A_COMPLETED: dict[str, list[str]] = defaultdict(list)
+for r in HISTORICAL:
+    if r.get("type") == "pairwise_mbench_a" and "task_id" in r and "annotator" in r:
+        tid = r["task_id"]
+        # Handle old format where task_id might be stored differently
+        if tid in MBENCH_A_TASK_BY_ID:
+            MBENCH_A_COMPLETED[tid].append(r["annotator"])
+
+MBENCH_A_PENDING: dict[str, tuple[str, float]] = {}
+
+print(f"[mbench-ann] binary submitted: {len(BINARY_SUBMITTED)}")
+print(f"[mbench-ann] pairwise submitted: {len(PAIRWISE_SUBMITTED)}")
+print(f"[mbench-ann] MBench-A completed: {sum(len(v) for v in MBENCH_A_COMPLETED.values())} annotations across {len(MBENCH_A_COMPLETED)} tasks")
+
+# ---------------------------------------------------------------------------
+# Queue helpers
+# ---------------------------------------------------------------------------
+
+def _reap_expired(pending_dict):
+    now = time.time()
+    expired = [k for k, (_, ts) in pending_dict.items() if now - ts > PENDING_TIMEOUT_SEC]
+    for k in expired:
+        pending_dict.pop(k, None)
+
+def _append_annotation(record: dict[str, Any], ann_file: Path) -> None:
+    line = json.dumps(record, ensure_ascii=False)
+    if scheduler is not None:
+        with scheduler.lock:
+            with ann_file.open("a", encoding="utf-8") as f:
+                f.write(line + "\n")
+    else:
+        with ann_file.open("a", encoding="utf-8") as f:
+            f.write(line + "\n")
+
+# ---------------------------------------------------------------------------
+# Binary annotation callbacks (MBench-V)
+# ---------------------------------------------------------------------------
+
+def binary_start(annotator: str, state: dict):
+    annotator = (annotator or "").strip()
+    if not annotator:
+        return state, "<p>请先输入名字。</p>", "", "", "⚠️ 请输入名字", ""
+    order = list(range(len(BINARY_POOL)))
+    random.shuffle(order)
+    state = {"annotator": annotator, "order": order, "idx": 0, "current": None, "count": 0}
+    return _binary_next(state)
+
+def _binary_next(state):
+    annotator = state["annotator"]
+    order = state["order"]
+    idx = state.get("idx", 0)
+    with STATE_LOCK:
+        _reap_expired(BINARY_PENDING)
+        while idx < len(order):
+            mt = BINARY_POOL[order[idx]]
+            if mt in BINARY_SUBMITTED or mt in BINARY_PENDING:
+                idx += 1
+                continue
+            BINARY_PENDING[mt] = (annotator, time.time())
+            state["idx"] = idx
+            state["current"] = mt
+            model, task_id = mt
+            task = TASK_BY_ID[task_id]
+            video_html = _render_video_html(_video_url(model, task_id))
+            meta = f"**模型**: `{model}` | **task_id**: `{task_id}` | **已提交**: {state['count']}"
+            prompt = _extract_prompt(task)
+            n_sub = len(BINARY_SUBMITTED)
+            stats = f"全局进度: {n_sub}/{len(BINARY_POOL)} ({100*n_sub/len(BINARY_POOL):.1f}%)"
+            return state, video_html, meta, prompt, f"✅ 已加载", stats
+        state["current"] = None
+        return state, "<p>🎉 全部完成！</p>", "全部标注完成", "", "完成", f"已完成 {len(BINARY_SUBMITTED)}/{len(BINARY_POOL)}"
+
+def binary_submit(state, verdict, note):
+    if not state or not state.get("current"):
+        return state, "<p>请先登录</p>", "", "", "否", "", "⚠️", ""
+    mt = state["current"]
+    model, task_id = mt
+    record = {
+        "type": "binary",
+        "timestamp": time.time(),
+        "annotator": state["annotator"],
+        "model": model,
+        "task_id": task_id,
+        "memory_issue": verdict == "是",
+        "verdict": verdict,
+        "note": (note or "").strip(),
+    }
+    _append_annotation(record, ANN_FILE_BINARY)
+    with STATE_LOCK:
+        BINARY_PENDING.pop(mt, None)
+        BINARY_SUBMITTED.add(mt)
+    state["count"] = state.get("count", 0) + 1
+    state["idx"] = state["idx"] + 1
+    state["current"] = None
+    result = _binary_next(state)
+    return result[0], result[1], result[2], result[3], "否", "", f"✅ 已提交第 {state['count']} 条", result[5]
+
+def binary_skip(state):
+    if not state or not state.get("current"):
+        return state, "<p>请先登录</p>", "", "", "否", "", "⚠️", ""
+    mt = state["current"]
+    with STATE_LOCK:
+        BINARY_PENDING.pop(mt, None)
+    state["idx"] = state["idx"] + 1
+    state["current"] = None
+    result = _binary_next(state)
+    return result[0], result[1], result[2], result[3], "否", "", "⏭️ 已跳过", result[5]
+
+# ---------------------------------------------------------------------------
+# MBench-V Pairwise annotation callbacks
+# ---------------------------------------------------------------------------
+
+def pairwise_start(annotator: str, dimension: str, state: dict):
+    annotator = (annotator or "").strip()
+    if not annotator:
+        return state, "<p>请先输入名字。</p>", "<p></p>", "", "", "⚠️ 请输入名字", ""
+    dim_pool = [(i, item) for i, item in enumerate(PAIRWISE_POOL) if item[3] == dimension]
+    order = list(range(len(dim_pool)))
+    random.shuffle(order)
+    state = {
+        "annotator": annotator, "dimension": dimension, "dim_pool": dim_pool,
+        "order": order, "idx": 0, "current": None, "count": 0,
+    }
+    return _pairwise_next(state)
+
+def _pairwise_next(state):
+    annotator = state["annotator"]
+    dim_pool = state["dim_pool"]
+    order = state["order"]
+    idx = state.get("idx", 0)
+    dimension = state["dimension"]
+    dim_label = dimension
+    dim_question = ""
+    for dk, dl, dq in PAIRWISE_DIMENSIONS:
+        if dk == dimension:
+            dim_label = dl
+            dim_question = dq
+            break
+    with STATE_LOCK:
+        _reap_expired(PAIRWISE_PENDING)
+        while idx < len(order):
+            pool_idx, item = dim_pool[order[idx]]
+            tid, m_a, m_b = item[0], item[1], item[2]
+            if item in PAIRWISE_SUBMITTED or item in PAIRWISE_PENDING:
+                idx += 1
+                continue
+            PAIRWISE_PENDING[item] = (annotator, time.time())
+            state["idx"] = idx
+            state["current"] = item
+            if random.random() < 0.5:
+                left_model, right_model = m_a, m_b
+                state["swapped"] = False
+            else:
+                left_model, right_model = m_b, m_a
+                state["swapped"] = True
+            task = TASK_BY_ID[tid]
+            video_a_html = _render_video_html(_video_url(left_model, tid))
+            video_b_html = _render_video_html(_video_url(right_model, tid))
+            prompt = _extract_prompt(task)
+            meta = f"**维度**: {dim_label} | **问题**: {dim_question}\n\n**已提交**: {state['count']}"
+            n_sub = sum(1 for x in PAIRWISE_SUBMITTED if x[3] == dimension)
+            n_total = len(dim_pool)
+            stats = f"维度「{dim_label}」进度: {n_sub}/{n_total} ({100*n_sub/n_total:.1f}%)"
+            return state, video_a_html, video_b_html, meta, prompt, "✅ 已加载", stats
+        state["current"] = None
+        return state, "<p>🎉 该维度全部完成！</p>", "", "全部完成", "", "完成", ""
+
+def pairwise_submit(state, verdict, note):
+    if not state or not state.get("current"):
+        return state, "", "", "", "", "⚠️ 请先登录", ""
+    item = state["current"]
+    tid, m_a, m_b, dimension = item
+    swapped = state.get("swapped", False)
+    if verdict == "左边更好":
+        winner = m_b if swapped else m_a
+    elif verdict == "右边更好":
+        winner = m_a if swapped else m_b
+    else:
+        winner = "tie"
+    record = {
+        "type": "pairwise",
+        "timestamp": time.time(),
+        "annotator": state["annotator"],
+        "task_id": tid,
+        "model_a": m_a,
+        "model_b": m_b,
+        "dimension": dimension,
+        "winner": winner,
+        "verdict_raw": verdict,
+        "swapped": swapped,
+        "note": (note or "").strip(),
+    }
+    _append_annotation(record, ANN_FILE_PAIRWISE)
+    with STATE_LOCK:
+        PAIRWISE_PENDING.pop(item, None)
+        PAIRWISE_SUBMITTED.add(item)
+    state["count"] = state.get("count", 0) + 1
+    state["idx"] = state["idx"] + 1
+    state["current"] = None
+    result = _pairwise_next(state)
+    return result[0], result[1], result[2], result[3], result[4], f"✅ 已提交第 {state['count']} 条", result[6]
+
+def pairwise_skip(state):
+    if not state or not state.get("current"):
+        return state, "", "", "", "", "⚠️ 请先登录", ""
+    item = state["current"]
+    with STATE_LOCK:
+        PAIRWISE_PENDING.pop(item, None)
+    state["idx"] = state["idx"] + 1
+    state["current"] = None
+    result = _pairwise_next(state)
+    return result[0], result[1], result[2], result[3], result[4], "⏭️ 已跳过", result[6]
+
+# ---------------------------------------------------------------------------
+# MBench-A Pairwise annotation callbacks
+# ---------------------------------------------------------------------------
+
+def mbench_a_start(annotator: str, state: dict):
+    """Login for MBench-A annotation."""
+    annotator = (annotator or "").strip()
+    if not annotator:
+        return (state, "⚠️ 请输入名字", "", "", "", "",
+                gr.update(visible=False), gr.update(visible=False),
+                gr.update(visible=False), gr.update(visible=False),
+                gr.update(visible=False),
+                "", "")
+    # Count how many tasks this annotator has already completed.
+    # Check both:
+    # 1. MBENCH_A_COMPLETED (loaded from HF at startup + updated in-memory during this session)
+    # 2. The local annotation file (captures annotations made this session before any push)
+    historical_count = sum(
+        1 for anns in MBENCH_A_COMPLETED.values()
+        if annotator in anns
+    )
+    # Also scan the local file in case this session's annotations haven't been pushed yet
+    if ANN_FILE_MBENCH_A.exists():
+        with ANN_FILE_MBENCH_A.open() as f:
+            for line in f:
+                line = line.strip()
+                if not line:
+                    continue
+                try:
+                    r = json.loads(line)
+                    if r.get("annotator") == annotator and r.get("type") == "pairwise_mbench_a":
+                        tid = r.get("task_id", "")
+                        # Only count if not already counted in MBENCH_A_COMPLETED
+                        if tid in MBENCH_A_TASK_BY_ID and annotator not in MBENCH_A_COMPLETED.get(tid, []):
+                            historical_count += 1
+                except Exception:
+                    pass
+
+    # Shuffle task order for this annotator
+    order = list(range(len(MBENCH_A_TASKS)))
+    random.shuffle(order)
+    state = {
+        "annotator": annotator,
+        "order": order,
+        "idx": 0,
+        "current_task_id": None,
+        "swapped": False,
+        "left_model": None,
+        "right_model": None,
+        "count": historical_count,
+    }
+    return _mbench_a_next(state)
+
+
+def _mbench_a_next(state: dict):
+    """Find and load the next available MBench-A task."""
+    annotator = state["annotator"]
+    order = state["order"]
+    idx = state.get("idx", 0)
+
+    with STATE_LOCK:
+        _reap_expired(MBENCH_A_PENDING)
+        while idx < len(order):
+            task = MBENCH_A_TASKS[order[idx]]
+            tid = task["task_id"]
+
+            # Skip if already fully annotated
+            if len(MBENCH_A_COMPLETED.get(tid, [])) >= MBENCH_A_ANNOTATORS_PER_TASK:
+                idx += 1
+                continue
+            # Skip if this annotator already did it
+            if annotator in MBENCH_A_COMPLETED.get(tid, []):
+                idx += 1
+                continue
+            # Skip if currently pending by someone else
+            if tid in MBENCH_A_PENDING and MBENCH_A_PENDING[tid][0] != annotator:
+                idx += 1
+                continue
+
+            # Assign this task
+            MBENCH_A_PENDING[tid] = (annotator, time.time())
+            state["idx"] = idx
+            state["current_task_id"] = tid
+
+            # Randomly swap A/B
+            m_a, m_b = task["model_a"], task["model_b"]
+            if random.random() < 0.5:
+                state["left_model"], state["right_model"] = m_a, m_b
+                state["swapped"] = False
+            else:
+                state["left_model"], state["right_model"] = m_b, m_a
+                state["swapped"] = True
+
+            # Build UI outputs
+            subset = task["subset"]
+            video_left = _render_video_html(
+                _mbench_a_video_proxy_url(state["left_model"], subset, task["sample_id"]))
+            video_right = _render_video_html(
+                _mbench_a_video_proxy_url(state["right_model"], subset, task["sample_id"]))
+
+            aux_html = _render_mbench_a_aux(task)
+
+            # Dimension questions
+            dimensions = task["dimensions"]
+            dim_questions = task.get("dimension_questions", {})
+
+            # Build question radio updates (max 5)
+            q_updates = []
+            for i in range(6):
+                if i < len(dimensions):
+                    dim_key = dimensions[i]
+                    question_text = dim_questions.get(dim_key, dim_key)
+                    q_updates.append(gr.update(
+                        visible=True,
+                        label=question_text,
+                        value="差不多",
+                    ))
+                else:
+                    q_updates.append(gr.update(visible=False, value="差不多"))
+
+            # Meta info
+            subset_names = {"environment": "🏞️ Environment", "object": "🎯 Object",
+                           "human": "👤 Human", "causal": "⚡ Causal"}
+            n_done = sum(1 for t in MBENCH_A_TASKS
+                        if len(MBENCH_A_COMPLETED.get(t["task_id"], [])) >= MBENCH_A_ANNOTATORS_PER_TASK)
+            meta = (f"**子集**: {subset_names.get(subset, subset)} | "
+                    f"**已提交**: {state['count']}")
+            stats = (f"全局进度: {n_done}/{len(MBENCH_A_TASKS)} tasks 完成 | "
+                     f"你已标注: {state['count']}")
+
+            return (state, "✅ 已加载", aux_html, video_left, video_right, meta,
+                    *q_updates, "", stats)
+
+        # All done
+        state["current_task_id"] = None
+        empty_q = gr.update(visible=False, value="差不多")
+        return (state, "🎉 全部完成！", "", "<p>所有任务已完成</p>", "", "全部完成",
+                empty_q, empty_q, empty_q, empty_q, empty_q, empty_q, "", "")
+
+
+def mbench_a_submit(state, q1_val, q2_val, q3_val, q4_val, q5_val, q6_val, note):
+    """Submit MBench-A multi-dimension annotation."""
+    if not state or not state.get("current_task_id"):
+        empty_q = gr.update(visible=False, value="差不多")
+        return (state, "⚠️ 请先登录", "", "", "", "",
+                empty_q, empty_q, empty_q, empty_q, empty_q, empty_q, "", "")
+
+    tid = state["current_task_id"]
+    task = MBENCH_A_TASK_BY_ID[tid]
+    dimensions = task["dimensions"]
+    swapped = state["swapped"]
+    m_a, m_b = task["model_a"], task["model_b"]
+
+    # Map verdicts to winners
+    verdicts = [q1_val, q2_val, q3_val, q4_val, q5_val, q6_val]
+    dim_results = {}
+    for i, dim_key in enumerate(dimensions):
+        v = verdicts[i]
+        if v == "A更好":
+            # A is left; if swapped, left is model_b
+            winner = m_b if swapped else m_a
+        elif v == "B更好":
+            winner = m_a if swapped else m_b
+        else:
+            winner = "tie"
+        dim_results[dim_key] = winner
+
+    record = {
+        "type": "pairwise_mbench_a",
+        "timestamp": time.time(),
+        "annotator": state["annotator"],
+        "task_id": tid,
+        "subset": task["subset"],
+        "sample_id": task["sample_id"],
+        "camera_motion": task.get("camera_motion", "left_then_right"),
+        "model_a": m_a,
+        "model_b": m_b,
+        "dimensions": dim_results,
+        "swapped": swapped,
+        "note": (note or "").strip(),
+    }
+    _append_annotation(record, ANN_FILE_MBENCH_A)
+
+    with STATE_LOCK:
+        MBENCH_A_PENDING.pop(tid, None)
+        MBENCH_A_COMPLETED[tid].append(state["annotator"])
+
+    state["count"] = state.get("count", 0) + 1
+    state["idx"] = state["idx"] + 1
+    state["current_task_id"] = None
+
+    return _mbench_a_next(state)
+
+
+def mbench_a_skip(state):
+    """Skip current MBench-A task."""
+    if not state or not state.get("current_task_id"):
+        empty_q = gr.update(visible=False, value="差不多")
+        return (state, "⚠️ 请先登录", "", "", "", "",
+                empty_q, empty_q, empty_q, empty_q, empty_q, empty_q, "", "")
+
+    tid = state["current_task_id"]
+    with STATE_LOCK:
+        MBENCH_A_PENDING.pop(tid, None)
+
+    state["idx"] = state["idx"] + 1
+    state["current_task_id"] = None
+    return _mbench_a_next(state)
+
+
+# ---------------------------------------------------------------------------
+# UI
+# ---------------------------------------------------------------------------
+
+CUSTOM_CSS = """
+#prompt_box textarea { height: 300px !important; overflow-y: auto !important; }
+.video-pair { display: flex; gap: 12px; }
+.video-pair > div { flex: 1; }
+/* Force aux info box to be visible regardless of Gradio theme */
+.aux-info-box {
+    background: #e3e8ef !important;
+    color: #111 !important;
+    padding: 14px !important;
+    border-radius: 8px !important;
+    margin-bottom: 12px !important;
+    border: 1px solid #b0b8c4 !important;
+}
+.aux-info-box * {
+    color: #111 !important;
+}
+.aux-info-box img {
+    border: 1px solid #999;
+    border-radius: 4px;
+}
+"""
+
+with gr.Blocks(title="MBench 标注", theme=gr.themes.Soft(), css=CUSTOM_CSS) as demo:
+    gr.Markdown("# 🎬 MBench 视频标注平台")
+
+    with gr.Tabs():
+        # ═══════════════ MBench-A Pairwise ═══════════════
+        with gr.Tab("MBench-A 对比 (World Models)"):
+            gr.Markdown(
+                "## 🌍 MBench-A — 世界模型记忆能力评测\n\n"
+                "比较两个世界模型生成的长视频（~25 秒），评估相机转走再转回来后的记忆一致性。\n\n"
+                "**视频 A/B 的模型身份已匿名随机分配。请对每个维度独立判断。**"
+            )
+            a_stats = gr.Markdown("")
+            a_state = gr.State({})
+
+            with gr.Row():
+                a_name = gr.Textbox(label="标注员名字", placeholder="例如: charlie", scale=4)
+                a_login = gr.Button("开始标注", variant="primary", scale=1)
+
+            a_status = gr.Markdown("")
+
+            # Auxiliary info (mask image / camera GIF + caption / instructions)
+            a_aux = gr.HTML("")
+
+            # Video pair
+            with gr.Row(equal_height=True):
+                with gr.Column(scale=1, min_width=360):
+                    gr.Markdown("### 视频 A")
+                    a_video_left = gr.HTML("<p>请先登录。</p>")
+                with gr.Column(scale=1, min_width=360):
+                    gr.Markdown("### 视频 B")
+                    a_video_right = gr.HTML("<p>请先登录。</p>")
+
+            # Task info
+            a_meta = gr.Markdown("")
+
+            # Multi-dimension questions (max 6, dynamically shown/hidden)
+            gr.Markdown("---\n### 请对以下每个维度分别判断：")
+            a_q1 = gr.Radio(["A更好", "差不多", "B更好"], value="差不多", label="维度 1", visible=False)
+            a_q2 = gr.Radio(["A更好", "差不多", "B更好"], value="差不多", label="维度 2", visible=False)
+            a_q3 = gr.Radio(["A更好", "差不多", "B更好"], value="差不多", label="维度 3", visible=False)
+            a_q4 = gr.Radio(["A更好", "差不多", "B更好"], value="差不多", label="维度 4", visible=False)
+            a_q5 = gr.Radio(["A更好", "差不多", "B更好"], value="差不多", label="维度 5", visible=False)
+            a_q6 = gr.Radio(["A更好", "差不多", "B更好"], value="差不多", label="维度 6", visible=False)
+
+            a_note = gr.Textbox(label="备注（可选）", lines=1)
+
+            with gr.Row():
+                a_submit = gr.Button("✅ 提交并下一组", variant="primary")
+                a_skip = gr.Button("⏭️ 跳过")
+
+            # Wiring
+            a_all_outs = [a_state, a_status, a_aux, a_video_left, a_video_right, a_meta,
+                          a_q1, a_q2, a_q3, a_q4, a_q5, a_q6, a_note, a_stats]
+
+            a_login.click(mbench_a_start, [a_name, a_state], a_all_outs)
+            a_name.submit(mbench_a_start, [a_name, a_state], a_all_outs)
+            a_submit.click(mbench_a_submit,
+                           [a_state, a_q1, a_q2, a_q3, a_q4, a_q5, a_q6, a_note], a_all_outs)
+            a_skip.click(mbench_a_skip, [a_state], a_all_outs)
+
+# ---------------------------------------------------------------------------
+# Video proxy
+# ---------------------------------------------------------------------------
+
+if __name__ == "__main__":
+    import httpx
+    from fastapi import HTTPException, Request
+    from fastapi.responses import StreamingResponse
+    from gradio.routes import App as _GradioApp
+
+    _video_client = httpx.AsyncClient(timeout=30.0, follow_redirects=True)
+
+    async def _do_proxy(upstream: str, request: Request):
+        """Generic proxy for HF video/asset URLs."""
+        req_headers = {}
+        if (rng := request.headers.get("range")):
+            req_headers["range"] = rng
+        try:
+            upstream_resp = await _video_client.send(
+                _video_client.build_request("GET", upstream, headers=req_headers),
+                stream=True,
+            )
+        except Exception as e:
+            raise HTTPException(502, f"upstream fetch failed: {e}")
+        passthrough_headers = {}
+        for h in ("content-type", "content-length", "accept-ranges",
+                  "content-range", "etag", "last-modified"):
+            if h in upstream_resp.headers:
+                passthrough_headers[h] = upstream_resp.headers[h]
+        passthrough_headers.setdefault("content-type", "video/mp4")
+        passthrough_headers["cache-control"] = "public, max-age=300"
+
+        async def _body():
+            try:
+                async for chunk in upstream_resp.aiter_bytes(chunk_size=65536):
+                    yield chunk
+            finally:
+                await upstream_resp.aclose()
+
+        return StreamingResponse(_body(), status_code=upstream_resp.status_code, headers=passthrough_headers)
+
+    async def _proxy_video(model: str, task_id: str, request: Request):
+        """Proxy MBench-V videos."""
+        if model not in MODELS or task_id not in TASK_BY_ID:
+            raise HTTPException(404, "unknown (model, task_id)")
+        upstream = _hf_video_url(model, task_id)
+        return await _do_proxy(upstream, request)
+
+    async def _proxy_mbench_a_video(model: str, category: str, sample_id: str, request: Request):
+        """Proxy MBench-A videos."""
+        if model not in MBENCH_A_MODELS:
+            raise HTTPException(404, f"unknown model: {model}")
+        upstream = _mbench_a_hf_video_url(model, category, sample_id)
+        return await _do_proxy(upstream, request)
+
+    _orig_create_app = _GradioApp.create_app
+
+    def _patched_create_app(*args, **kwargs):
+        app = _orig_create_app(*args, **kwargs)
+        # MBench-V video proxy
+        app.add_api_route(
+            "/video/{model}/{task_id}.mp4",
+            _proxy_video,
+            methods=["GET", "HEAD"],
+            include_in_schema=False,
+        )
+        # MBench-A video proxy
+        app.add_api_route(
+            "/video_a/{model}/{category}/{sample_id}/left_then_right.mp4",
+            _proxy_mbench_a_video,
+            methods=["GET", "HEAD"],
+            include_in_schema=False,
+        )
+        print("[mbench-ann] video proxy routes registered (MBench-V + MBench-A)")
+        return app
+
+    _GradioApp.create_app = staticmethod(_patched_create_app)
+    demo.queue(default_concurrency_limit=16).launch(ssr_mode=False)
diff --git a/_annotation_legacy/sampling/task_pool.json b/_annotation_legacy/sampling/task_pool.json
new file mode 100644
index 0000000000000000000000000000000000000000..7eb27daa9815798872437ba0a590eb1042d00ef8
--- /dev/null
+++ b/_annotation_legacy/sampling/task_pool.json
@@ -0,0 +1,8055 @@
+{
+  "metadata": {
+    "generated_at": "2026-05-12",
+    "seed": 42,
+    "n_models": 6,
+    "n_pairs": 15,
+    "n_annotators": 14,
+    "annotators_per_task": 3,
+    "total_unique_tasks": 280,
+    "total_assignments": 840,
+    "video_version": "401f",
+    "camera_motions": [
+      "left_then_right",
+      "right_then_left"
+    ],
+    "camera_motion_note": "All 401f files are named left_then_right.mp4, but actual content depends on sample position: first half = left_then_right, second half = right_then_left"
+  },
+  "models": [
+    "hy_worldplay",
+    "infinite_world",
+    "lingbot_world",
+    "matrix_game_2",
+    "matrix_game_3",
+    "yume"
+  ],
+  "subsets": {
+    "environment": {
+      "n_samples": 20,
+      "pairs_per_sample": 5,
+      "total_tasks": 100,
+      "dimensions": [
+        [
+          "prompt_interaction",
+          "Prompt Interaction",
+          "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？"
+        ],
+        [
+          "action_interaction",
+          "Action Interaction",
+          "预期的相机运动见上方示意图。哪个视频的相机运动更符合这个要求？"
+        ],
+        [
+          "viewpoint",
+          "Viewpoint Consistency",
+          "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？"
+        ],
+        [
+          "layout",
+          "Global Layout Consistency",
+          "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？"
+        ],
+        [
+          "style",
+          "Style Consistency",
+          "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？"
+        ],
+        [
+          "lighting",
+          "Lighting Consistency",
+          "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+        ]
+      ],
+      "selected_samples": [
+        "sample_247_b0456067",
+        "sample_041_2ab42906",
+        "sample_013_154c34de",
+        "sample_284_bff22dc0",
+        "sample_110_ad462509",
+        "sample_093_44e5479c",
+        "sample_084_49ab8f06",
+        "sample_049_dccd53de",
+        "sample_283_d7ff95ed",
+        "sample_038_bfc4e110",
+        "sample_262_10a2b882",
+        "sample_212_7f0b6dfe",
+        "sample_033_325d87a2",
+        "sample_230_f55277fe",
+        "sample_169_6c0877dd",
+        "sample_015_93988d73",
+        "sample_014_6c4624bc",
+        "sample_034_221e4058",
+        "sample_082_1bbdf598",
+        "sample_087_93ceda13"
+      ]
+    },
+    "object": {
+      "n_samples": 15,
+      "pairs_per_sample": 4,
+      "total_tasks": 60,
+      "dimensions": [
+        [
+          "prompt_interaction",
+          "Prompt Interaction",
+          "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？"
+        ],
+        [
+          "action_interaction",
+          "Action Interaction",
+          "预期的相机运动见上方示意图。哪个视频的相机运动更符合这个要求？"
+        ],
+        [
+          "geometry",
+          "Geometry Consistency",
+          "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？"
+        ],
+        [
+          "texture",
+          "Texture Consistency",
+          "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+        ]
+      ],
+      "selected_samples": [
+        "sample_182_74b804c6",
+        "sample_229_05ed3fe6",
+        "sample_008_93bb110c",
+        "sample_211_665b36fb",
+        "sample_077_fffd4177",
+        "sample_272_f1ea4671",
+        "sample_249_2620f1d7",
+        "sample_265_ab6d3959",
+        "sample_209_b7a80278",
+        "sample_154_11880be2",
+        "sample_089_08e2d55f",
+        "sample_162_0add46c6",
+        "sample_225_d1bb1d52",
+        "sample_103_74c54180",
+        "sample_003_a51f0378"
+      ]
+    },
+    "human": {
+      "n_samples": 15,
+      "pairs_per_sample": 4,
+      "total_tasks": 60,
+      "dimensions": [
+        [
+          "prompt_interaction",
+          "Prompt Interaction",
+          "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？"
+        ],
+        [
+          "action_interaction",
+          "Action Interaction",
+          "预期的相机运动见上方示意图。哪个视频的相机运动更符合这个要求？"
+        ],
+        [
+          "identity",
+          "Identity Consistency",
+          "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？"
+        ],
+        [
+          "appearance",
+          "Appearance Consistency",
+          "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+        ]
+      ],
+      "selected_samples": [
+        "mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53",
+        "mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212",
+        "mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06",
+        "mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2",
+        "mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c",
+        "mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067",
+        "mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168",
+        "mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0",
+        "mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1",
+        "mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e",
+        "mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d",
+        "mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d",
+        "mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5",
+        "mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960",
+        "mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5"
+      ]
+    },
+    "causal": {
+      "n_samples": 15,
+      "pairs_per_sample": 4,
+      "total_tasks": 60,
+      "dimensions": [
+        [
+          "prompt_interaction",
+          "Prompt Interaction",
+          "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？"
+        ],
+        [
+          "action_interaction",
+          "Action Interaction",
+          "预期的相机运动见上方示意图。哪个视频的相机运动更符合这个要求？"
+        ],
+        [
+          "state_progress",
+          "State Progress",
+          "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？"
+        ],
+        [
+          "physical_plausibility",
+          "Physical Plausibility",
+          "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+        ]
+      ],
+      "selected_samples": [
+        "a00325_00018",
+        "a00060_01459",
+        "a00863_00430",
+        "a00606_01009",
+        "a00655_00572",
+        "a00157_00451",
+        "a00528_02524",
+        "a00110_01560",
+        "a00670_01404",
+        "a00361_00060",
+        "a00764_02393",
+        "a00742_01453",
+        "a00464_00063",
+        "a00685_00148",
+        "a00208_01445"
+      ]
+    }
+  },
+  "tasks": [
+    {
+      "task_id": "task_0000",
+      "subset": "environment",
+      "sample_id": "sample_247_b0456067",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A brightly lit, floral-walled room features a woman cradling a baby, surrounded by a white crib and a small table with a lamp, evoking a tender atmosphere."
+    },
+    {
+      "task_id": "task_0001",
+      "subset": "environment",
+      "sample_id": "sample_247_b0456067",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "infinite_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A brightly lit, floral-walled room features a woman cradling a baby, surrounded by a white crib and a small table with a lamp, evoking a tender atmosphere."
+    },
+    {
+      "task_id": "task_0002",
+      "subset": "environment",
+      "sample_id": "sample_247_b0456067",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A brightly lit, floral-walled room features a woman cradling a baby, surrounded by a white crib and a small table with a lamp, evoking a tender atmosphere."
+    },
+    {
+      "task_id": "task_0003",
+      "subset": "environment",
+      "sample_id": "sample_247_b0456067",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A brightly lit, floral-walled room features a woman cradling a baby, surrounded by a white crib and a small table with a lamp, evoking a tender atmosphere."
+    },
+    {
+      "task_id": "task_0004",
+      "subset": "environment",
+      "sample_id": "sample_247_b0456067",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A brightly lit, floral-walled room features a woman cradling a baby, surrounded by a white crib and a small table with a lamp, evoking a tender atmosphere."
+    },
+    {
+      "task_id": "task_0005",
+      "subset": "environment",
+      "sample_id": "sample_041_2ab42906",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A serene forest path winds through dense greenery, framed by towering trees and lush undergrowth, bathed in soft, diffused light that enhances the tranquil, immersive atmosphere."
+    },
+    {
+      "task_id": "task_0006",
+      "subset": "environment",
+      "sample_id": "sample_041_2ab42906",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A serene forest path winds through dense greenery, framed by towering trees and lush undergrowth, bathed in soft, diffused light that enhances the tranquil, immersive atmosphere."
+    },
+    {
+      "task_id": "task_0007",
+      "subset": "environment",
+      "sample_id": "sample_041_2ab42906",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A serene forest path winds through dense greenery, framed by towering trees and lush undergrowth, bathed in soft, diffused light that enhances the tranquil, immersive atmosphere."
+    },
+    {
+      "task_id": "task_0008",
+      "subset": "environment",
+      "sample_id": "sample_041_2ab42906",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A serene forest path winds through dense greenery, framed by towering trees and lush undergrowth, bathed in soft, diffused light that enhances the tranquil, immersive atmosphere."
+    },
+    {
+      "task_id": "task_0009",
+      "subset": "environment",
+      "sample_id": "sample_041_2ab42906",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A serene forest path winds through dense greenery, framed by towering trees and lush undergrowth, bathed in soft, diffused light that enhances the tranquil, immersive atmosphere."
+    },
+    {
+      "task_id": "task_0010",
+      "subset": "environment",
+      "sample_id": "sample_013_154c34de",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_2",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A serene indoor scene features a fair-skinned woman standing before a cluttered bookshelf, surrounded by books, photos, and trinkets, under warm lighting that enhances the calm, contemplative mood."
+    },
+    {
+      "task_id": "task_0011",
+      "subset": "environment",
+      "sample_id": "sample_013_154c34de",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A serene indoor scene features a fair-skinned woman standing before a cluttered bookshelf, surrounded by books, photos, and trinkets, under warm lighting that enhances the calm, contemplative mood."
+    },
+    {
+      "task_id": "task_0012",
+      "subset": "environment",
+      "sample_id": "sample_013_154c34de",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_3",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A serene indoor scene features a fair-skinned woman standing before a cluttered bookshelf, surrounded by books, photos, and trinkets, under warm lighting that enhances the calm, contemplative mood."
+    },
+    {
+      "task_id": "task_0013",
+      "subset": "environment",
+      "sample_id": "sample_013_154c34de",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A serene indoor scene features a fair-skinned woman standing before a cluttered bookshelf, surrounded by books, photos, and trinkets, under warm lighting that enhances the calm, contemplative mood."
+    },
+    {
+      "task_id": "task_0014",
+      "subset": "environment",
+      "sample_id": "sample_013_154c34de",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_2",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A serene indoor scene features a fair-skinned woman standing before a cluttered bookshelf, surrounded by books, photos, and trinkets, under warm lighting that enhances the calm, contemplative mood."
+    },
+    {
+      "task_id": "task_0015",
+      "subset": "environment",
+      "sample_id": "sample_284_bff22dc0",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A serene, overcast landscape features a winding road flanked by layered rock formations, with parked vehicles adding a sense of quiet human presence amid the natural expanse."
+    },
+    {
+      "task_id": "task_0016",
+      "subset": "environment",
+      "sample_id": "sample_284_bff22dc0",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A serene, overcast landscape features a winding road flanked by layered rock formations, with parked vehicles adding a sense of quiet human presence amid the natural expanse."
+    },
+    {
+      "task_id": "task_0017",
+      "subset": "environment",
+      "sample_id": "sample_284_bff22dc0",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A serene, overcast landscape features a winding road flanked by layered rock formations, with parked vehicles adding a sense of quiet human presence amid the natural expanse."
+    },
+    {
+      "task_id": "task_0018",
+      "subset": "environment",
+      "sample_id": "sample_284_bff22dc0",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A serene, overcast landscape features a winding road flanked by layered rock formations, with parked vehicles adding a sense of quiet human presence amid the natural expanse."
+    },
+    {
+      "task_id": "task_0019",
+      "subset": "environment",
+      "sample_id": "sample_284_bff22dc0",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "infinite_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A serene, overcast landscape features a winding road flanked by layered rock formations, with parked vehicles adding a sense of quiet human presence amid the natural expanse."
+    },
+    {
+      "task_id": "task_0020",
+      "subset": "environment",
+      "sample_id": "sample_110_ad462509",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A serene mountain village with solar-paneled homes, greenery, and a paved road under overcast skies exudes peaceful rural charm and natural beauty."
+    },
+    {
+      "task_id": "task_0021",
+      "subset": "environment",
+      "sample_id": "sample_110_ad462509",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A serene mountain village with solar-paneled homes, greenery, and a paved road under overcast skies exudes peaceful rural charm and natural beauty."
+    },
+    {
+      "task_id": "task_0022",
+      "subset": "environment",
+      "sample_id": "sample_110_ad462509",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A serene mountain village with solar-paneled homes, greenery, and a paved road under overcast skies exudes peaceful rural charm and natural beauty."
+    },
+    {
+      "task_id": "task_0023",
+      "subset": "environment",
+      "sample_id": "sample_110_ad462509",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A serene mountain village with solar-paneled homes, greenery, and a paved road under overcast skies exudes peaceful rural charm and natural beauty."
+    },
+    {
+      "task_id": "task_0024",
+      "subset": "environment",
+      "sample_id": "sample_110_ad462509",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A serene mountain village with solar-paneled homes, greenery, and a paved road under overcast skies exudes peaceful rural charm and natural beauty."
+    },
+    {
+      "task_id": "task_0025",
+      "subset": "environment",
+      "sample_id": "sample_093_44e5479c",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A sunlit urban square features a modern sculpture, patterned stone paving, and contemporary buildings, set in a calm, pedestrian-friendly environment under overcast skies."
+    },
+    {
+      "task_id": "task_0026",
+      "subset": "environment",
+      "sample_id": "sample_093_44e5479c",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_2",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A sunlit urban square features a modern sculpture, patterned stone paving, and contemporary buildings, set in a calm, pedestrian-friendly environment under overcast skies."
+    },
+    {
+      "task_id": "task_0027",
+      "subset": "environment",
+      "sample_id": "sample_093_44e5479c",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_3",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A sunlit urban square features a modern sculpture, patterned stone paving, and contemporary buildings, set in a calm, pedestrian-friendly environment under overcast skies."
+    },
+    {
+      "task_id": "task_0028",
+      "subset": "environment",
+      "sample_id": "sample_093_44e5479c",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_2",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A sunlit urban square features a modern sculpture, patterned stone paving, and contemporary buildings, set in a calm, pedestrian-friendly environment under overcast skies."
+    },
+    {
+      "task_id": "task_0029",
+      "subset": "environment",
+      "sample_id": "sample_093_44e5479c",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A sunlit urban square features a modern sculpture, patterned stone paving, and contemporary buildings, set in a calm, pedestrian-friendly environment under overcast skies."
+    },
+    {
+      "task_id": "task_0030",
+      "subset": "environment",
+      "sample_id": "sample_084_49ab8f06",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A bright, modern indoor walkway buzzes with pedestrian activity, framed by sterile architecture and neutral lighting that highlights the everyday rhythm of urban life."
+    },
+    {
+      "task_id": "task_0031",
+      "subset": "environment",
+      "sample_id": "sample_084_49ab8f06",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A bright, modern indoor walkway buzzes with pedestrian activity, framed by sterile architecture and neutral lighting that highlights the everyday rhythm of urban life."
+    },
+    {
+      "task_id": "task_0032",
+      "subset": "environment",
+      "sample_id": "sample_084_49ab8f06",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "infinite_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A bright, modern indoor walkway buzzes with pedestrian activity, framed by sterile architecture and neutral lighting that highlights the everyday rhythm of urban life."
+    },
+    {
+      "task_id": "task_0033",
+      "subset": "environment",
+      "sample_id": "sample_084_49ab8f06",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A bright, modern indoor walkway buzzes with pedestrian activity, framed by sterile architecture and neutral lighting that highlights the everyday rhythm of urban life."
+    },
+    {
+      "task_id": "task_0034",
+      "subset": "environment",
+      "sample_id": "sample_084_49ab8f06",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A bright, modern indoor walkway buzzes with pedestrian activity, framed by sterile architecture and neutral lighting that highlights the everyday rhythm of urban life."
+    },
+    {
+      "task_id": "task_0035",
+      "subset": "environment",
+      "sample_id": "sample_049_dccd53de",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A quiet mountain village lies under a blue sky, its snow-draped houses and trees creating a serene, wintry atmosphere along a winding road."
+    },
+    {
+      "task_id": "task_0036",
+      "subset": "environment",
+      "sample_id": "sample_049_dccd53de",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A quiet mountain village lies under a blue sky, its snow-draped houses and trees creating a serene, wintry atmosphere along a winding road."
+    },
+    {
+      "task_id": "task_0037",
+      "subset": "environment",
+      "sample_id": "sample_049_dccd53de",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A quiet mountain village lies under a blue sky, its snow-draped houses and trees creating a serene, wintry atmosphere along a winding road."
+    },
+    {
+      "task_id": "task_0038",
+      "subset": "environment",
+      "sample_id": "sample_049_dccd53de",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A quiet mountain village lies under a blue sky, its snow-draped houses and trees creating a serene, wintry atmosphere along a winding road."
+    },
+    {
+      "task_id": "task_0039",
+      "subset": "environment",
+      "sample_id": "sample_049_dccd53de",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A quiet mountain village lies under a blue sky, its snow-draped houses and trees creating a serene, wintry atmosphere along a winding road."
+    },
+    {
+      "task_id": "task_0040",
+      "subset": "environment",
+      "sample_id": "sample_283_d7ff95ed",
+      "camera_motion": "right_then_left",
+      "model_a": "matrix_game_2",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A clean, neutral basement features brown wood-look flooring, light gray walls, and minimal furnishings, evoking a functional yet inviting atmosphere."
+    },
+    {
+      "task_id": "task_0041",
+      "subset": "environment",
+      "sample_id": "sample_283_d7ff95ed",
+      "camera_motion": "right_then_left",
+      "model_a": "matrix_game_3",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A clean, neutral basement features brown wood-look flooring, light gray walls, and minimal furnishings, evoking a functional yet inviting atmosphere."
+    },
+    {
+      "task_id": "task_0042",
+      "subset": "environment",
+      "sample_id": "sample_283_d7ff95ed",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A clean, neutral basement features brown wood-look flooring, light gray walls, and minimal furnishings, evoking a functional yet inviting atmosphere."
+    },
+    {
+      "task_id": "task_0043",
+      "subset": "environment",
+      "sample_id": "sample_283_d7ff95ed",
+      "camera_motion": "right_then_left",
+      "model_a": "matrix_game_2",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A clean, neutral basement features brown wood-look flooring, light gray walls, and minimal furnishings, evoking a functional yet inviting atmosphere."
+    },
+    {
+      "task_id": "task_0044",
+      "subset": "environment",
+      "sample_id": "sample_283_d7ff95ed",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A clean, neutral basement features brown wood-look flooring, light gray walls, and minimal furnishings, evoking a functional yet inviting atmosphere."
+    },
+    {
+      "task_id": "task_0045",
+      "subset": "environment",
+      "sample_id": "sample_038_bfc4e110",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "infinite_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A serene, tiled walkway flanked by ornate columns leads through a grand, historical structure, bathed in soft daylight and evoking quiet elegance and contemplation."
+    },
+    {
+      "task_id": "task_0046",
+      "subset": "environment",
+      "sample_id": "sample_038_bfc4e110",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A serene, tiled walkway flanked by ornate columns leads through a grand, historical structure, bathed in soft daylight and evoking quiet elegance and contemplation."
+    },
+    {
+      "task_id": "task_0047",
+      "subset": "environment",
+      "sample_id": "sample_038_bfc4e110",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A serene, tiled walkway flanked by ornate columns leads through a grand, historical structure, bathed in soft daylight and evoking quiet elegance and contemplation."
+    },
+    {
+      "task_id": "task_0048",
+      "subset": "environment",
+      "sample_id": "sample_038_bfc4e110",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A serene, tiled walkway flanked by ornate columns leads through a grand, historical structure, bathed in soft daylight and evoking quiet elegance and contemplation."
+    },
+    {
+      "task_id": "task_0049",
+      "subset": "environment",
+      "sample_id": "sample_038_bfc4e110",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A serene, tiled walkway flanked by ornate columns leads through a grand, historical structure, bathed in soft daylight and evoking quiet elegance and contemplation."
+    },
+    {
+      "task_id": "task_0050",
+      "subset": "environment",
+      "sample_id": "sample_262_10a2b882",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A serene winter landscape features a snow-covered road flanked by towering trees under an overcast sky, evoking quiet isolation and natural beauty."
+    },
+    {
+      "task_id": "task_0051",
+      "subset": "environment",
+      "sample_id": "sample_262_10a2b882",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A serene winter landscape features a snow-covered road flanked by towering trees under an overcast sky, evoking quiet isolation and natural beauty."
+    },
+    {
+      "task_id": "task_0052",
+      "subset": "environment",
+      "sample_id": "sample_262_10a2b882",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A serene winter landscape features a snow-covered road flanked by towering trees under an overcast sky, evoking quiet isolation and natural beauty."
+    },
+    {
+      "task_id": "task_0053",
+      "subset": "environment",
+      "sample_id": "sample_262_10a2b882",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A serene winter landscape features a snow-covered road flanked by towering trees under an overcast sky, evoking quiet isolation and natural beauty."
+    },
+    {
+      "task_id": "task_0054",
+      "subset": "environment",
+      "sample_id": "sample_262_10a2b882",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A serene winter landscape features a snow-covered road flanked by towering trees under an overcast sky, evoking quiet isolation and natural beauty."
+    },
+    {
+      "task_id": "task_0055",
+      "subset": "environment",
+      "sample_id": "sample_212_7f0b6dfe",
+      "camera_motion": "right_then_left",
+      "model_a": "matrix_game_3",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A serene lakeside scene features a wooden pier with tarped boats, traditional houses across the water, and forested hills under overcast skies, evoking calm and stillness."
+    },
+    {
+      "task_id": "task_0056",
+      "subset": "environment",
+      "sample_id": "sample_212_7f0b6dfe",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A serene lakeside scene features a wooden pier with tarped boats, traditional houses across the water, and forested hills under overcast skies, evoking calm and stillness."
+    },
+    {
+      "task_id": "task_0057",
+      "subset": "environment",
+      "sample_id": "sample_212_7f0b6dfe",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A serene lakeside scene features a wooden pier with tarped boats, traditional houses across the water, and forested hills under overcast skies, evoking calm and stillness."
+    },
+    {
+      "task_id": "task_0058",
+      "subset": "environment",
+      "sample_id": "sample_212_7f0b6dfe",
+      "camera_motion": "right_then_left",
+      "model_a": "matrix_game_2",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A serene lakeside scene features a wooden pier with tarped boats, traditional houses across the water, and forested hills under overcast skies, evoking calm and stillness."
+    },
+    {
+      "task_id": "task_0059",
+      "subset": "environment",
+      "sample_id": "sample_212_7f0b6dfe",
+      "camera_motion": "right_then_left",
+      "model_a": "matrix_game_2",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A serene lakeside scene features a wooden pier with tarped boats, traditional houses across the water, and forested hills under overcast skies, evoking calm and stillness."
+    },
+    {
+      "task_id": "task_0060",
+      "subset": "environment",
+      "sample_id": "sample_033_325d87a2",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A serene mountain village street under a blue sky, lined with houses, gardens, and towering peaks, evoking calm and rural charm with a clear, peaceful atmosphere."
+    },
+    {
+      "task_id": "task_0061",
+      "subset": "environment",
+      "sample_id": "sample_033_325d87a2",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A serene mountain village street under a blue sky, lined with houses, gardens, and towering peaks, evoking calm and rural charm with a clear, peaceful atmosphere."
+    },
+    {
+      "task_id": "task_0062",
+      "subset": "environment",
+      "sample_id": "sample_033_325d87a2",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A serene mountain village street under a blue sky, lined with houses, gardens, and towering peaks, evoking calm and rural charm with a clear, peaceful atmosphere."
+    },
+    {
+      "task_id": "task_0063",
+      "subset": "environment",
+      "sample_id": "sample_033_325d87a2",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "infinite_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A serene mountain village street under a blue sky, lined with houses, gardens, and towering peaks, evoking calm and rural charm with a clear, peaceful atmosphere."
+    },
+    {
+      "task_id": "task_0064",
+      "subset": "environment",
+      "sample_id": "sample_033_325d87a2",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A serene mountain village street under a blue sky, lined with houses, gardens, and towering peaks, evoking calm and rural charm with a clear, peaceful atmosphere."
+    },
+    {
+      "task_id": "task_0065",
+      "subset": "environment",
+      "sample_id": "sample_230_f55277fe",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A lively, illuminated courtyard filled with holiday decorations, surrounded by elegant architecture, where people gather under twinkling lights in a warm, celebratory atmosphere."
+    },
+    {
+      "task_id": "task_0066",
+      "subset": "environment",
+      "sample_id": "sample_230_f55277fe",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A lively, illuminated courtyard filled with holiday decorations, surrounded by elegant architecture, where people gather under twinkling lights in a warm, celebratory atmosphere."
+    },
+    {
+      "task_id": "task_0067",
+      "subset": "environment",
+      "sample_id": "sample_230_f55277fe",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A lively, illuminated courtyard filled with holiday decorations, surrounded by elegant architecture, where people gather under twinkling lights in a warm, celebratory atmosphere."
+    },
+    {
+      "task_id": "task_0068",
+      "subset": "environment",
+      "sample_id": "sample_230_f55277fe",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A lively, illuminated courtyard filled with holiday decorations, surrounded by elegant architecture, where people gather under twinkling lights in a warm, celebratory atmosphere."
+    },
+    {
+      "task_id": "task_0069",
+      "subset": "environment",
+      "sample_id": "sample_230_f55277fe",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A lively, illuminated courtyard filled with holiday decorations, surrounded by elegant architecture, where people gather under twinkling lights in a warm, celebratory atmosphere."
+    },
+    {
+      "task_id": "task_0070",
+      "subset": "environment",
+      "sample_id": "sample_169_6c0877dd",
+      "camera_motion": "right_then_left",
+      "model_a": "matrix_game_3",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A lively riverside promenade in a historic European city, framed by elegant architecture and soft golden-hour light, exudes a tranquil yet vibrant atmosphere."
+    },
+    {
+      "task_id": "task_0071",
+      "subset": "environment",
+      "sample_id": "sample_169_6c0877dd",
+      "camera_motion": "right_then_left",
+      "model_a": "matrix_game_2",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A lively riverside promenade in a historic European city, framed by elegant architecture and soft golden-hour light, exudes a tranquil yet vibrant atmosphere."
+    },
+    {
+      "task_id": "task_0072",
+      "subset": "environment",
+      "sample_id": "sample_169_6c0877dd",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A lively riverside promenade in a historic European city, framed by elegant architecture and soft golden-hour light, exudes a tranquil yet vibrant atmosphere."
+    },
+    {
+      "task_id": "task_0073",
+      "subset": "environment",
+      "sample_id": "sample_169_6c0877dd",
+      "camera_motion": "right_then_left",
+      "model_a": "matrix_game_2",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A lively riverside promenade in a historic European city, framed by elegant architecture and soft golden-hour light, exudes a tranquil yet vibrant atmosphere."
+    },
+    {
+      "task_id": "task_0074",
+      "subset": "environment",
+      "sample_id": "sample_169_6c0877dd",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A lively riverside promenade in a historic European city, framed by elegant architecture and soft golden-hour light, exudes a tranquil yet vibrant atmosphere."
+    },
+    {
+      "task_id": "task_0075",
+      "subset": "environment",
+      "sample_id": "sample_015_93988d73",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A quiet, winding asphalt road cuts through lush green hills under a clear blue sky, framed by power lines and a serene, remote atmosphere."
+    },
+    {
+      "task_id": "task_0076",
+      "subset": "environment",
+      "sample_id": "sample_015_93988d73",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A quiet, winding asphalt road cuts through lush green hills under a clear blue sky, framed by power lines and a serene, remote atmosphere."
+    },
+    {
+      "task_id": "task_0077",
+      "subset": "environment",
+      "sample_id": "sample_015_93988d73",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "infinite_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A quiet, winding asphalt road cuts through lush green hills under a clear blue sky, framed by power lines and a serene, remote atmosphere."
+    },
+    {
+      "task_id": "task_0078",
+      "subset": "environment",
+      "sample_id": "sample_015_93988d73",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A quiet, winding asphalt road cuts through lush green hills under a clear blue sky, framed by power lines and a serene, remote atmosphere."
+    },
+    {
+      "task_id": "task_0079",
+      "subset": "environment",
+      "sample_id": "sample_015_93988d73",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A quiet, winding asphalt road cuts through lush green hills under a clear blue sky, framed by power lines and a serene, remote atmosphere."
+    },
+    {
+      "task_id": "task_0080",
+      "subset": "environment",
+      "sample_id": "sample_014_6c4624bc",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A lively urban waterfront features a wooden pier, a red tent, sailboats, and a bridge under partly cloudy skies, exuding a relaxed, bustling atmosphere."
+    },
+    {
+      "task_id": "task_0081",
+      "subset": "environment",
+      "sample_id": "sample_014_6c4624bc",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A lively urban waterfront features a wooden pier, a red tent, sailboats, and a bridge under partly cloudy skies, exuding a relaxed, bustling atmosphere."
+    },
+    {
+      "task_id": "task_0082",
+      "subset": "environment",
+      "sample_id": "sample_014_6c4624bc",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A lively urban waterfront features a wooden pier, a red tent, sailboats, and a bridge under partly cloudy skies, exuding a relaxed, bustling atmosphere."
+    },
+    {
+      "task_id": "task_0083",
+      "subset": "environment",
+      "sample_id": "sample_014_6c4624bc",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A lively urban waterfront features a wooden pier, a red tent, sailboats, and a bridge under partly cloudy skies, exuding a relaxed, bustling atmosphere."
+    },
+    {
+      "task_id": "task_0084",
+      "subset": "environment",
+      "sample_id": "sample_014_6c4624bc",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A lively urban waterfront features a wooden pier, a red tent, sailboats, and a bridge under partly cloudy skies, exuding a relaxed, bustling atmosphere."
+    },
+    {
+      "task_id": "task_0085",
+      "subset": "environment",
+      "sample_id": "sample_034_221e4058",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_2",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A tranquil, well-lit bedroom features large windows, a gray headboard, white linens, and a dark blue bench, with an abstract painting above the bed and a hallway leading to other rooms."
+    },
+    {
+      "task_id": "task_0086",
+      "subset": "environment",
+      "sample_id": "sample_034_221e4058",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_2",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A tranquil, well-lit bedroom features large windows, a gray headboard, white linens, and a dark blue bench, with an abstract painting above the bed and a hallway leading to other rooms."
+    },
+    {
+      "task_id": "task_0087",
+      "subset": "environment",
+      "sample_id": "sample_034_221e4058",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_3",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A tranquil, well-lit bedroom features large windows, a gray headboard, white linens, and a dark blue bench, with an abstract painting above the bed and a hallway leading to other rooms."
+    },
+    {
+      "task_id": "task_0088",
+      "subset": "environment",
+      "sample_id": "sample_034_221e4058",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A tranquil, well-lit bedroom features large windows, a gray headboard, white linens, and a dark blue bench, with an abstract painting above the bed and a hallway leading to other rooms."
+    },
+    {
+      "task_id": "task_0089",
+      "subset": "environment",
+      "sample_id": "sample_034_221e4058",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A tranquil, well-lit bedroom features large windows, a gray headboard, white linens, and a dark blue bench, with an abstract painting above the bed and a hallway leading to other rooms."
+    },
+    {
+      "task_id": "task_0090",
+      "subset": "environment",
+      "sample_id": "sample_082_1bbdf598",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A sleek, white building with a distinctive window pattern stands on a city street, framed by construction barriers beneath a clear blue sky, creating a bright urban atmosphere."
+    },
+    {
+      "task_id": "task_0091",
+      "subset": "environment",
+      "sample_id": "sample_082_1bbdf598",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A sleek, white building with a distinctive window pattern stands on a city street, framed by construction barriers beneath a clear blue sky, creating a bright urban atmosphere."
+    },
+    {
+      "task_id": "task_0092",
+      "subset": "environment",
+      "sample_id": "sample_082_1bbdf598",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "infinite_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A sleek, white building with a distinctive window pattern stands on a city street, framed by construction barriers beneath a clear blue sky, creating a bright urban atmosphere."
+    },
+    {
+      "task_id": "task_0093",
+      "subset": "environment",
+      "sample_id": "sample_082_1bbdf598",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A sleek, white building with a distinctive window pattern stands on a city street, framed by construction barriers beneath a clear blue sky, creating a bright urban atmosphere."
+    },
+    {
+      "task_id": "task_0094",
+      "subset": "environment",
+      "sample_id": "sample_082_1bbdf598",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A sleek, white building with a distinctive window pattern stands on a city street, framed by construction barriers beneath a clear blue sky, creating a bright urban atmosphere."
+    },
+    {
+      "task_id": "task_0095",
+      "subset": "environment",
+      "sample_id": "sample_087_93ceda13",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A calm, modern room bathed in bright light features a man engrossed in a book, seated in a maroon armchair beside a lamp and tripod."
+    },
+    {
+      "task_id": "task_0096",
+      "subset": "environment",
+      "sample_id": "sample_087_93ceda13",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A calm, modern room bathed in bright light features a man engrossed in a book, seated in a maroon armchair beside a lamp and tripod."
+    },
+    {
+      "task_id": "task_0097",
+      "subset": "environment",
+      "sample_id": "sample_087_93ceda13",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A calm, modern room bathed in bright light features a man engrossed in a book, seated in a maroon armchair beside a lamp and tripod."
+    },
+    {
+      "task_id": "task_0098",
+      "subset": "environment",
+      "sample_id": "sample_087_93ceda13",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A calm, modern room bathed in bright light features a man engrossed in a book, seated in a maroon armchair beside a lamp and tripod."
+    },
+    {
+      "task_id": "task_0099",
+      "subset": "environment",
+      "sample_id": "sample_087_93ceda13",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A calm, modern room bathed in bright light features a man engrossed in a book, seated in a maroon armchair beside a lamp and tripod."
+    },
+    {
+      "task_id": "task_0100",
+      "subset": "object",
+      "sample_id": "sample_182_74b804c6",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A surreal urban street features a towering tree, fallen branches, and a quiet, eerie atmosphere under an altered color palette, evoking a sense of stillness and otherworldly calm.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0101",
+      "subset": "object",
+      "sample_id": "sample_182_74b804c6",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "infinite_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A surreal urban street features a towering tree, fallen branches, and a quiet, eerie atmosphere under an altered color palette, evoking a sense of stillness and otherworldly calm.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0102",
+      "subset": "object",
+      "sample_id": "sample_182_74b804c6",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A surreal urban street features a towering tree, fallen branches, and a quiet, eerie atmosphere under an altered color palette, evoking a sense of stillness and otherworldly calm.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0103",
+      "subset": "object",
+      "sample_id": "sample_182_74b804c6",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A surreal urban street features a towering tree, fallen branches, and a quiet, eerie atmosphere under an altered color palette, evoking a sense of stillness and otherworldly calm.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0104",
+      "subset": "object",
+      "sample_id": "sample_229_05ed3fe6",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A contemporary kitchen features stainless steel appliances, white and gray cabinets, dark countertops, and a marble-patterned backsplash under bright, even lighting.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0105",
+      "subset": "object",
+      "sample_id": "sample_229_05ed3fe6",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A contemporary kitchen features stainless steel appliances, white and gray cabinets, dark countertops, and a marble-patterned backsplash under bright, even lighting.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0106",
+      "subset": "object",
+      "sample_id": "sample_229_05ed3fe6",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A contemporary kitchen features stainless steel appliances, white and gray cabinets, dark countertops, and a marble-patterned backsplash under bright, even lighting.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0107",
+      "subset": "object",
+      "sample_id": "sample_229_05ed3fe6",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A contemporary kitchen features stainless steel appliances, white and gray cabinets, dark countertops, and a marble-patterned backsplash under bright, even lighting.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0108",
+      "subset": "object",
+      "sample_id": "sample_008_93bb110c",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A quiet European village square with timber-framed buildings, cobblestone streets, and pedestrians, bathed in soft overcast light, evoking a calm, nostalgic atmosphere.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0109",
+      "subset": "object",
+      "sample_id": "sample_008_93bb110c",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A quiet European village square with timber-framed buildings, cobblestone streets, and pedestrians, bathed in soft overcast light, evoking a calm, nostalgic atmosphere.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0110",
+      "subset": "object",
+      "sample_id": "sample_008_93bb110c",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A quiet European village square with timber-framed buildings, cobblestone streets, and pedestrians, bathed in soft overcast light, evoking a calm, nostalgic atmosphere.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0111",
+      "subset": "object",
+      "sample_id": "sample_008_93bb110c",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A quiet European village square with timber-framed buildings, cobblestone streets, and pedestrians, bathed in soft overcast light, evoking a calm, nostalgic atmosphere.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0112",
+      "subset": "object",
+      "sample_id": "sample_211_665b36fb",
+      "camera_motion": "right_then_left",
+      "model_a": "matrix_game_3",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A peaceful Swiss village street lined with wooden houses and flower-filled balconies stretches toward snow-capped mountains under a clear blue sky.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0113",
+      "subset": "object",
+      "sample_id": "sample_211_665b36fb",
+      "camera_motion": "right_then_left",
+      "model_a": "matrix_game_2",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A peaceful Swiss village street lined with wooden houses and flower-filled balconies stretches toward snow-capped mountains under a clear blue sky.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0114",
+      "subset": "object",
+      "sample_id": "sample_211_665b36fb",
+      "camera_motion": "right_then_left",
+      "model_a": "matrix_game_2",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A peaceful Swiss village street lined with wooden houses and flower-filled balconies stretches toward snow-capped mountains under a clear blue sky.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0115",
+      "subset": "object",
+      "sample_id": "sample_211_665b36fb",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "infinite_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A peaceful Swiss village street lined with wooden houses and flower-filled balconies stretches toward snow-capped mountains under a clear blue sky.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0116",
+      "subset": "object",
+      "sample_id": "sample_077_fffd4177",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A weathered stone wall borders a sunny coastline, where blue waves meet rocks and people enjoy the beach under bright daylight.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0117",
+      "subset": "object",
+      "sample_id": "sample_077_fffd4177",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A weathered stone wall borders a sunny coastline, where blue waves meet rocks and people enjoy the beach under bright daylight.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0118",
+      "subset": "object",
+      "sample_id": "sample_077_fffd4177",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A weathered stone wall borders a sunny coastline, where blue waves meet rocks and people enjoy the beach under bright daylight.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0119",
+      "subset": "object",
+      "sample_id": "sample_077_fffd4177",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A weathered stone wall borders a sunny coastline, where blue waves meet rocks and people enjoy the beach under bright daylight.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0120",
+      "subset": "object",
+      "sample_id": "sample_272_f1ea4671",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A stately, multi-story house with a light brick facade and large windows sits in a quiet, upscale neighborhood, framed by a bare tree and a muted winter palette.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0121",
+      "subset": "object",
+      "sample_id": "sample_272_f1ea4671",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A stately, multi-story house with a light brick facade and large windows sits in a quiet, upscale neighborhood, framed by a bare tree and a muted winter palette.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0122",
+      "subset": "object",
+      "sample_id": "sample_272_f1ea4671",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A stately, multi-story house with a light brick facade and large windows sits in a quiet, upscale neighborhood, framed by a bare tree and a muted winter palette.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0123",
+      "subset": "object",
+      "sample_id": "sample_272_f1ea4671",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A stately, multi-story house with a light brick facade and large windows sits in a quiet, upscale neighborhood, framed by a bare tree and a muted winter palette.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0124",
+      "subset": "object",
+      "sample_id": "sample_249_2620f1d7",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A vibrant canyon with green vegetation, a reflective body of water, and distant figures on a cliff, bathed in bright light, evoking a vast natural environment.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0125",
+      "subset": "object",
+      "sample_id": "sample_249_2620f1d7",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A vibrant canyon with green vegetation, a reflective body of water, and distant figures on a cliff, bathed in bright light, evoking a vast natural environment.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0126",
+      "subset": "object",
+      "sample_id": "sample_249_2620f1d7",
+      "camera_motion": "right_then_left",
+      "model_a": "matrix_game_2",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A vibrant canyon with green vegetation, a reflective body of water, and distant figures on a cliff, bathed in bright light, evoking a vast natural environment.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0127",
+      "subset": "object",
+      "sample_id": "sample_249_2620f1d7",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A vibrant canyon with green vegetation, a reflective body of water, and distant figures on a cliff, bathed in bright light, evoking a vast natural environment.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0128",
+      "subset": "object",
+      "sample_id": "sample_265_ab6d3959",
+      "camera_motion": "right_then_left",
+      "model_a": "matrix_game_2",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A bright, contemporary home features an open layout with a sleek kitchen, modern furniture, and large windows that flood the space with natural light.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0129",
+      "subset": "object",
+      "sample_id": "sample_265_ab6d3959",
+      "camera_motion": "right_then_left",
+      "model_a": "matrix_game_3",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A bright, contemporary home features an open layout with a sleek kitchen, modern furniture, and large windows that flood the space with natural light.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0130",
+      "subset": "object",
+      "sample_id": "sample_265_ab6d3959",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A bright, contemporary home features an open layout with a sleek kitchen, modern furniture, and large windows that flood the space with natural light.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0131",
+      "subset": "object",
+      "sample_id": "sample_265_ab6d3959",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "infinite_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A bright, contemporary home features an open layout with a sleek kitchen, modern furniture, and large windows that flood the space with natural light.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0132",
+      "subset": "object",
+      "sample_id": "sample_209_b7a80278",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A serene alpine village nestled among towering peaks, featuring a weathered barn, a curved road, and a clear blue sky, evoking peaceful isolation and natural beauty.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0133",
+      "subset": "object",
+      "sample_id": "sample_209_b7a80278",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A serene alpine village nestled among towering peaks, featuring a weathered barn, a curved road, and a clear blue sky, evoking peaceful isolation and natural beauty.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0134",
+      "subset": "object",
+      "sample_id": "sample_209_b7a80278",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A serene alpine village nestled among towering peaks, featuring a weathered barn, a curved road, and a clear blue sky, evoking peaceful isolation and natural beauty.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0135",
+      "subset": "object",
+      "sample_id": "sample_209_b7a80278",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A serene alpine village nestled among towering peaks, featuring a weathered barn, a curved road, and a clear blue sky, evoking peaceful isolation and natural beauty.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0136",
+      "subset": "object",
+      "sample_id": "sample_154_11880be2",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A quiet, overcast scene features a two-door Ford Bronco parked on a paved lot near a forested area, bathed in soft, muted light that enhances the serene, isolated atmosphere.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0137",
+      "subset": "object",
+      "sample_id": "sample_154_11880be2",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A quiet, overcast scene features a two-door Ford Bronco parked on a paved lot near a forested area, bathed in soft, muted light that enhances the serene, isolated atmosphere.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0138",
+      "subset": "object",
+      "sample_id": "sample_154_11880be2",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A quiet, overcast scene features a two-door Ford Bronco parked on a paved lot near a forested area, bathed in soft, muted light that enhances the serene, isolated atmosphere.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0139",
+      "subset": "object",
+      "sample_id": "sample_154_11880be2",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A quiet, overcast scene features a two-door Ford Bronco parked on a paved lot near a forested area, bathed in soft, muted light that enhances the serene, isolated atmosphere.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0140",
+      "subset": "object",
+      "sample_id": "sample_089_08e2d55f",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A relaxed urban cafe scene under yellow umbrellas, surrounded by modern glass buildings and lined with trees, exudes a calm, leisurely atmosphere on a sunny day.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0141",
+      "subset": "object",
+      "sample_id": "sample_089_08e2d55f",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A relaxed urban cafe scene under yellow umbrellas, surrounded by modern glass buildings and lined with trees, exudes a calm, leisurely atmosphere on a sunny day.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0142",
+      "subset": "object",
+      "sample_id": "sample_089_08e2d55f",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_2",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A relaxed urban cafe scene under yellow umbrellas, surrounded by modern glass buildings and lined with trees, exudes a calm, leisurely atmosphere on a sunny day.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0143",
+      "subset": "object",
+      "sample_id": "sample_089_08e2d55f",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_2",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A relaxed urban cafe scene under yellow umbrellas, surrounded by modern glass buildings and lined with trees, exudes a calm, leisurely atmosphere on a sunny day.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0144",
+      "subset": "object",
+      "sample_id": "sample_162_0add46c6",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A sleek, brown-hued kitchen inside a vehicle features bright lighting, textured countertops, and modern appliances, with a figure in a striped dress standing at its center.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0145",
+      "subset": "object",
+      "sample_id": "sample_162_0add46c6",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A sleek, brown-hued kitchen inside a vehicle features bright lighting, textured countertops, and modern appliances, with a figure in a striped dress standing at its center.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0146",
+      "subset": "object",
+      "sample_id": "sample_162_0add46c6",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "infinite_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A sleek, brown-hued kitchen inside a vehicle features bright lighting, textured countertops, and modern appliances, with a figure in a striped dress standing at its center.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0147",
+      "subset": "object",
+      "sample_id": "sample_162_0add46c6",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_3",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A sleek, brown-hued kitchen inside a vehicle features bright lighting, textured countertops, and modern appliances, with a figure in a striped dress standing at its center.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0148",
+      "subset": "object",
+      "sample_id": "sample_225_d1bb1d52",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A refined dining room features a long wooden table, elegant tableware, and abstract art, all bathed in natural light and exuding sophistication.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0149",
+      "subset": "object",
+      "sample_id": "sample_225_d1bb1d52",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A refined dining room features a long wooden table, elegant tableware, and abstract art, all bathed in natural light and exuding sophistication.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0150",
+      "subset": "object",
+      "sample_id": "sample_225_d1bb1d52",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A refined dining room features a long wooden table, elegant tableware, and abstract art, all bathed in natural light and exuding sophistication.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0151",
+      "subset": "object",
+      "sample_id": "sample_225_d1bb1d52",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A refined dining room features a long wooden table, elegant tableware, and abstract art, all bathed in natural light and exuding sophistication.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0152",
+      "subset": "object",
+      "sample_id": "sample_103_74c54180",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A serene village square under a blue sky, framed by a stone archway, wooden buildings, and a distant church tower, evoking a timeless atmosphere.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0153",
+      "subset": "object",
+      "sample_id": "sample_103_74c54180",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A serene village square under a blue sky, framed by a stone archway, wooden buildings, and a distant church tower, evoking a timeless atmosphere.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0154",
+      "subset": "object",
+      "sample_id": "sample_103_74c54180",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A serene village square under a blue sky, framed by a stone archway, wooden buildings, and a distant church tower, evoking a timeless atmosphere.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0155",
+      "subset": "object",
+      "sample_id": "sample_103_74c54180",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A serene village square under a blue sky, framed by a stone archway, wooden buildings, and a distant church tower, evoking a timeless atmosphere.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0156",
+      "subset": "object",
+      "sample_id": "sample_003_a51f0378",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_3",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A suspension bridge spans a calm body of water, its steel structure contrasting with the reflective surface below under soft daylight.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0157",
+      "subset": "object",
+      "sample_id": "sample_003_a51f0378",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_2",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A suspension bridge spans a calm body of water, its steel structure contrasting with the reflective surface below under soft daylight.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0158",
+      "subset": "object",
+      "sample_id": "sample_003_a51f0378",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A suspension bridge spans a calm body of water, its steel structure contrasting with the reflective surface below under soft daylight.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0159",
+      "subset": "object",
+      "sample_id": "sample_003_a51f0378",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_2",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A suspension bridge spans a calm body of water, its steel structure contrasting with the reflective surface below under soft daylight.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/"
+    },
+    {
+      "task_id": "task_0160",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "Inside a brightly lit indoor space, likely a school hallway, three individuals—a man and two children—stand near a doorway adorned with educational posters about respiratory health. The man, wearing glasses and a brown shirt, listens as the boy in a yellow polo shirt gestures emphatically toward the girl beside him, who wears a matching uniform and a blue headband. She responds by pointing off-screen, drawing attention to something beyond the frame. A red and black bag hangs on the wall, and green plants add a touch of nature to the scene."
+    },
+    {
+      "task_id": "task_0161",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "Inside a brightly lit indoor space, likely a school hallway, three individuals—a man and two children—stand near a doorway adorned with educational posters about respiratory health. The man, wearing glasses and a brown shirt, listens as the boy in a yellow polo shirt gestures emphatically toward the girl beside him, who wears a matching uniform and a blue headband. She responds by pointing off-screen, drawing attention to something beyond the frame. A red and black bag hangs on the wall, and green plants add a touch of nature to the scene."
+    },
+    {
+      "task_id": "task_0162",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "Inside a brightly lit indoor space, likely a school hallway, three individuals—a man and two children—stand near a doorway adorned with educational posters about respiratory health. The man, wearing glasses and a brown shirt, listens as the boy in a yellow polo shirt gestures emphatically toward the girl beside him, who wears a matching uniform and a blue headband. She responds by pointing off-screen, drawing attention to something beyond the frame. A red and black bag hangs on the wall, and green plants add a touch of nature to the scene."
+    },
+    {
+      "task_id": "task_0163",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "infinite_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "Inside a brightly lit indoor space, likely a school hallway, three individuals—a man and two children—stand near a doorway adorned with educational posters about respiratory health. The man, wearing glasses and a brown shirt, listens as the boy in a yellow polo shirt gestures emphatically toward the girl beside him, who wears a matching uniform and a blue headband. She responds by pointing off-screen, drawing attention to something beyond the frame. A red and black bag hangs on the wall, and green plants add a touch of nature to the scene."
+    },
+    {
+      "task_id": "task_0164",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "In a dimly lit, rustic room with cracked earth walls and a woven basket hanging in the background, three people are gathered around a bed. A man lies propped up, wearing a white shirt stained with blood, while a woman in a patterned gray qipao sits beside him, holding a red cloth. Another man in a green jacket carefully unfolds the cloth, revealing a black hammer and sickle symbol. The group appears tense and focused, exchanging glances as they examine the item together."
+    },
+    {
+      "task_id": "task_0165",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "In a dimly lit, rustic room with cracked earth walls and a woven basket hanging in the background, three people are gathered around a bed. A man lies propped up, wearing a white shirt stained with blood, while a woman in a patterned gray qipao sits beside him, holding a red cloth. Another man in a green jacket carefully unfolds the cloth, revealing a black hammer and sickle symbol. The group appears tense and focused, exchanging glances as they examine the item together."
+    },
+    {
+      "task_id": "task_0166",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "In a dimly lit, rustic room with cracked earth walls and a woven basket hanging in the background, three people are gathered around a bed. A man lies propped up, wearing a white shirt stained with blood, while a woman in a patterned gray qipao sits beside him, holding a red cloth. Another man in a green jacket carefully unfolds the cloth, revealing a black hammer and sickle symbol. The group appears tense and focused, exchanging glances as they examine the item together."
+    },
+    {
+      "task_id": "task_0167",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_a4bb26585db8a889039fb506d2bb4951fb4804d609e03426372abe70276bc212",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "In a dimly lit, rustic room with cracked earth walls and a woven basket hanging in the background, three people are gathered around a bed. A man lies propped up, wearing a white shirt stained with blood, while a woman in a patterned gray qipao sits beside him, holding a red cloth. Another man in a green jacket carefully unfolds the cloth, revealing a black hammer and sickle symbol. The group appears tense and focused, exchanging glances as they examine the item together."
+    },
+    {
+      "task_id": "task_0168",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "Two astronauts in white space suits with American flags and mission patches float in the vacuum of space, working on a metallic spacecraft module against the backdrop of Earth's blue atmosphere and star-filled sky. They move carefully, tethered to the structure, using tools to repair or install equipment on the exterior of the craft, their helmets reflecting light as they collaborate closely."
+    },
+    {
+      "task_id": "task_0169",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "Two astronauts in white space suits with American flags and mission patches float in the vacuum of space, working on a metallic spacecraft module against the backdrop of Earth's blue atmosphere and star-filled sky. They move carefully, tethered to the structure, using tools to repair or install equipment on the exterior of the craft, their helmets reflecting light as they collaborate closely."
+    },
+    {
+      "task_id": "task_0170",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "Two astronauts in white space suits with American flags and mission patches float in the vacuum of space, working on a metallic spacecraft module against the backdrop of Earth's blue atmosphere and star-filled sky. They move carefully, tethered to the structure, using tools to repair or install equipment on the exterior of the craft, their helmets reflecting light as they collaborate closely."
+    },
+    {
+      "task_id": "task_0171",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_7b09258d7c70665277b392483364194c07b779417e8db58cdc07986f8784de06",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "Two astronauts in white space suits with American flags and mission patches float in the vacuum of space, working on a metallic spacecraft module against the backdrop of Earth's blue atmosphere and star-filled sky. They move carefully, tethered to the structure, using tools to repair or install equipment on the exterior of the craft, their helmets reflecting light as they collaborate closely."
+    },
+    {
+      "task_id": "task_0172",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_2",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "In a bright, spacious corridor with white arched walls and large black vases, several people gather in a social setting. Two men greet each other warmly, one in a red patterned shirt and shorts, the other in a pink suit. A woman in an orange and black striped outfit lifts her leg playfully as she interacts with them. Others stand nearby, including a woman in white pants and a leopard-print top, and another in a long dark dress holding a clutch. The atmosphere is lively, with light streaming through windows, and people engaging in animated conversation."
+    },
+    {
+      "task_id": "task_0173",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "infinite_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "In a bright, spacious corridor with white arched walls and large black vases, several people gather in a social setting. Two men greet each other warmly, one in a red patterned shirt and shorts, the other in a pink suit. A woman in an orange and black striped outfit lifts her leg playfully as she interacts with them. Others stand nearby, including a woman in white pants and a leopard-print top, and another in a long dark dress holding a clutch. The atmosphere is lively, with light streaming through windows, and people engaging in animated conversation."
+    },
+    {
+      "task_id": "task_0174",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_3",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "In a bright, spacious corridor with white arched walls and large black vases, several people gather in a social setting. Two men greet each other warmly, one in a red patterned shirt and shorts, the other in a pink suit. A woman in an orange and black striped outfit lifts her leg playfully as she interacts with them. Others stand nearby, including a woman in white pants and a leopard-print top, and another in a long dark dress holding a clutch. The atmosphere is lively, with light streaming through windows, and people engaging in animated conversation."
+    },
+    {
+      "task_id": "task_0175",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_6b0096237a984d01469ed6f68759743e35779783fcec334e0a0793ed682ec9b2",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_2",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "In a bright, spacious corridor with white arched walls and large black vases, several people gather in a social setting. Two men greet each other warmly, one in a red patterned shirt and shorts, the other in a pink suit. A woman in an orange and black striped outfit lifts her leg playfully as she interacts with them. Others stand nearby, including a woman in white pants and a leopard-print top, and another in a long dark dress holding a clutch. The atmosphere is lively, with light streaming through windows, and people engaging in animated conversation."
+    },
+    {
+      "task_id": "task_0176",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A man with short dark hair stands outdoors in a sunlit area, surrounded by lush green foliage that suggests a park or garden. He wears a mustard-yellow shirt under a brown sleeveless vest and holds a white flip phone to his ear with his right hand. His left hand initially covers his forehead before lowering as he listens intently, his expression shifting from concern to focused attention. The natural daylight casts soft shadows, highlighting the details of his face and attire."
+    },
+    {
+      "task_id": "task_0177",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A man with short dark hair stands outdoors in a sunlit area, surrounded by lush green foliage that suggests a park or garden. He wears a mustard-yellow shirt under a brown sleeveless vest and holds a white flip phone to his ear with his right hand. His left hand initially covers his forehead before lowering as he listens intently, his expression shifting from concern to focused attention. The natural daylight casts soft shadows, highlighting the details of his face and attire."
+    },
+    {
+      "task_id": "task_0178",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A man with short dark hair stands outdoors in a sunlit area, surrounded by lush green foliage that suggests a park or garden. He wears a mustard-yellow shirt under a brown sleeveless vest and holds a white flip phone to his ear with his right hand. His left hand initially covers his forehead before lowering as he listens intently, his expression shifting from concern to focused attention. The natural daylight casts soft shadows, highlighting the details of his face and attire."
+    },
+    {
+      "task_id": "task_0179",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_482a8459664c56747f22f8458aa38f09a449a4d63ac60817cb176673cbc40f5c",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A man with short dark hair stands outdoors in a sunlit area, surrounded by lush green foliage that suggests a park or garden. He wears a mustard-yellow shirt under a brown sleeveless vest and holds a white flip phone to his ear with his right hand. His left hand initially covers his forehead before lowering as he listens intently, his expression shifting from concern to focused attention. The natural daylight casts soft shadows, highlighting the details of his face and attire."
+    },
+    {
+      "task_id": "task_0180",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A man walks across a sunlit, sloped roof covered in wooden shingles, surrounded by lush greenery and distant palm trees under a hazy sky. He wears a yellow patterned shirt over a white \"Champion\" t-shirt, blue jeans, sunglasses, and a tool belt. As he approaches the camera, he removes his shirt, revealing a toned torso, and tosses it aside while adjusting his hair. A large antenna stands nearby on the roof."
+    },
+    {
+      "task_id": "task_0181",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A man walks across a sunlit, sloped roof covered in wooden shingles, surrounded by lush greenery and distant palm trees under a hazy sky. He wears a yellow patterned shirt over a white \"Champion\" t-shirt, blue jeans, sunglasses, and a tool belt. As he approaches the camera, he removes his shirt, revealing a toned torso, and tosses it aside while adjusting his hair. A large antenna stands nearby on the roof."
+    },
+    {
+      "task_id": "task_0182",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A man walks across a sunlit, sloped roof covered in wooden shingles, surrounded by lush greenery and distant palm trees under a hazy sky. He wears a yellow patterned shirt over a white \"Champion\" t-shirt, blue jeans, sunglasses, and a tool belt. As he approaches the camera, he removes his shirt, revealing a toned torso, and tosses it aside while adjusting his hair. A large antenna stands nearby on the roof."
+    },
+    {
+      "task_id": "task_0183",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_57e0cb96d5bbab5d8e4241dedfd509901e1e49b4b16d071dd2c83d6a28821067",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A man walks across a sunlit, sloped roof covered in wooden shingles, surrounded by lush greenery and distant palm trees under a hazy sky. He wears a yellow patterned shirt over a white \"Champion\" t-shirt, blue jeans, sunglasses, and a tool belt. As he approaches the camera, he removes his shirt, revealing a toned torso, and tosses it aside while adjusting his hair. A large antenna stands nearby on the roof."
+    },
+    {
+      "task_id": "task_0184",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A group of young female students in matching navy blue and white school uniforms perform on stage at a brightly lit indoor concert hall. They play black clarinets with focused expressions, their hands moving precisely over the keys. Behind them, other band members play brass instruments, while a conductor leads from the front. The stage is decorated with colorful banners and a large screen displaying Japanese text and cheerful graphics, indicating a festive event. The audience sits in darkness, watching attentively as the performers deliver a synchronized musical performance."
+    },
+    {
+      "task_id": "task_0185",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A group of young female students in matching navy blue and white school uniforms perform on stage at a brightly lit indoor concert hall. They play black clarinets with focused expressions, their hands moving precisely over the keys. Behind them, other band members play brass instruments, while a conductor leads from the front. The stage is decorated with colorful banners and a large screen displaying Japanese text and cheerful graphics, indicating a festive event. The audience sits in darkness, watching attentively as the performers deliver a synchronized musical performance."
+    },
+    {
+      "task_id": "task_0186",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A group of young female students in matching navy blue and white school uniforms perform on stage at a brightly lit indoor concert hall. They play black clarinets with focused expressions, their hands moving precisely over the keys. Behind them, other band members play brass instruments, while a conductor leads from the front. The stage is decorated with colorful banners and a large screen displaying Japanese text and cheerful graphics, indicating a festive event. The audience sits in darkness, watching attentively as the performers deliver a synchronized musical performance."
+    },
+    {
+      "task_id": "task_0187",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_eaa7f4eb002d54e263471f4da094e428caad90be2dbb734f85ee17a1bf63b168",
+      "camera_motion": "right_then_left",
+      "model_a": "matrix_game_2",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A group of young female students in matching navy blue and white school uniforms perform on stage at a brightly lit indoor concert hall. They play black clarinets with focused expressions, their hands moving precisely over the keys. Behind them, other band members play brass instruments, while a conductor leads from the front. The stage is decorated with colorful banners and a large screen displaying Japanese text and cheerful graphics, indicating a festive event. The audience sits in darkness, watching attentively as the performers deliver a synchronized musical performance."
+    },
+    {
+      "task_id": "task_0188",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "Inside an opulent, grand staircase hall adorned with ornate white plasterwork and intricate black iron railings, two men in 18th-century attire descend the sweeping stairs. Dressed in dark coats, breeches, and white stockings, they carry documents and converse as they walk. A third man stands at the top landing, observing them. The space is softly lit, emphasizing the luxurious red-carpeted steps, gilded accents, and elegant furnishings, including a candelabra on a marble pedestal and patterned armchairs below."
+    },
+    {
+      "task_id": "task_0189",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_3",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "Inside an opulent, grand staircase hall adorned with ornate white plasterwork and intricate black iron railings, two men in 18th-century attire descend the sweeping stairs. Dressed in dark coats, breeches, and white stockings, they carry documents and converse as they walk. A third man stands at the top landing, observing them. The space is softly lit, emphasizing the luxurious red-carpeted steps, gilded accents, and elegant furnishings, including a candelabra on a marble pedestal and patterned armchairs below."
+    },
+    {
+      "task_id": "task_0190",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_2",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "Inside an opulent, grand staircase hall adorned with ornate white plasterwork and intricate black iron railings, two men in 18th-century attire descend the sweeping stairs. Dressed in dark coats, breeches, and white stockings, they carry documents and converse as they walk. A third man stands at the top landing, observing them. The space is softly lit, emphasizing the luxurious red-carpeted steps, gilded accents, and elegant furnishings, including a candelabra on a marble pedestal and patterned armchairs below."
+    },
+    {
+      "task_id": "task_0191",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_3b1b26c1d1c5783d72f01570a0b042df272b9f9164f2994c4195efea46483da0",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "infinite_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "Inside an opulent, grand staircase hall adorned with ornate white plasterwork and intricate black iron railings, two men in 18th-century attire descend the sweeping stairs. Dressed in dark coats, breeches, and white stockings, they carry documents and converse as they walk. A third man stands at the top landing, observing them. The space is softly lit, emphasizing the luxurious red-carpeted steps, gilded accents, and elegant furnishings, including a candelabra on a marble pedestal and patterned armchairs below."
+    },
+    {
+      "task_id": "task_0192",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A young woman with long, dark brown hair tied back stands in a dimly lit indoor space, her face softly illuminated by natural light from the right side, likely a window. She wears a light-colored top and maintains a calm, reflective expression while speaking, her mouth moving gently as she looks slightly off-camera. The background is plain and neutral, emphasizing her subtle facial movements and serene demeanor."
+    },
+    {
+      "task_id": "task_0193",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A young woman with long, dark brown hair tied back stands in a dimly lit indoor space, her face softly illuminated by natural light from the right side, likely a window. She wears a light-colored top and maintains a calm, reflective expression while speaking, her mouth moving gently as she looks slightly off-camera. The background is plain and neutral, emphasizing her subtle facial movements and serene demeanor."
+    },
+    {
+      "task_id": "task_0194",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A young woman with long, dark brown hair tied back stands in a dimly lit indoor space, her face softly illuminated by natural light from the right side, likely a window. She wears a light-colored top and maintains a calm, reflective expression while speaking, her mouth moving gently as she looks slightly off-camera. The background is plain and neutral, emphasizing her subtle facial movements and serene demeanor."
+    },
+    {
+      "task_id": "task_0195",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_3aea5f921baa2797ef215af691b392f87fcf39680db2bd1c50b7838614dc54f1",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A young woman with long, dark brown hair tied back stands in a dimly lit indoor space, her face softly illuminated by natural light from the right side, likely a window. She wears a light-colored top and maintains a calm, reflective expression while speaking, her mouth moving gently as she looks slightly off-camera. The background is plain and neutral, emphasizing her subtle facial movements and serene demeanor."
+    },
+    {
+      "task_id": "task_0196",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A man and a woman walk through an elegantly decorated interior space with soft, warm lighting. The room features ornate white wrought-iron railings in the foreground, delicate floral wall patterns, and a wooden door with glass panels. The man, wearing a dark jacket over a gray shirt, walks beside the woman in a light pink sweater; both appear engaged in conversation as they move forward, occasionally turning to face each other. Their expressions suggest a calm, thoughtful exchange as they navigate the refined, spacious environment."
+    },
+    {
+      "task_id": "task_0197",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A man and a woman walk through an elegantly decorated interior space with soft, warm lighting. The room features ornate white wrought-iron railings in the foreground, delicate floral wall patterns, and a wooden door with glass panels. The man, wearing a dark jacket over a gray shirt, walks beside the woman in a light pink sweater; both appear engaged in conversation as they move forward, occasionally turning to face each other. Their expressions suggest a calm, thoughtful exchange as they navigate the refined, spacious environment."
+    },
+    {
+      "task_id": "task_0198",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A man and a woman walk through an elegantly decorated interior space with soft, warm lighting. The room features ornate white wrought-iron railings in the foreground, delicate floral wall patterns, and a wooden door with glass panels. The man, wearing a dark jacket over a gray shirt, walks beside the woman in a light pink sweater; both appear engaged in conversation as they move forward, occasionally turning to face each other. Their expressions suggest a calm, thoughtful exchange as they navigate the refined, spacious environment."
+    },
+    {
+      "task_id": "task_0199",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_57a4cd658dd761e08cf3f8e32d2a6e3fa828be08abee3171a21043e741a8449e",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A man and a woman walk through an elegantly decorated interior space with soft, warm lighting. The room features ornate white wrought-iron railings in the foreground, delicate floral wall patterns, and a wooden door with glass panels. The man, wearing a dark jacket over a gray shirt, walks beside the woman in a light pink sweater; both appear engaged in conversation as they move forward, occasionally turning to face each other. Their expressions suggest a calm, thoughtful exchange as they navigate the refined, spacious environment."
+    },
+    {
+      "task_id": "task_0200",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_2",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "Two men walk side by side along a dimly lit alley at night, flanked by a bamboo fence and a building with glowing wall lamps. The man on the left wears a dark coat over a white shirt and vest, while the man on the right dons a black leather jacket. They converse as they move forward, occasionally glancing at each other; the man in the coat touches his nose briefly. Their expressions are serious, suggesting a tense or urgent discussion. The atmosphere is quiet and shadowy, with soft ambient lighting casting subtle highlights on their faces and surroundings."
+    },
+    {
+      "task_id": "task_0201",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_2",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "Two men walk side by side along a dimly lit alley at night, flanked by a bamboo fence and a building with glowing wall lamps. The man on the left wears a dark coat over a white shirt and vest, while the man on the right dons a black leather jacket. They converse as they move forward, occasionally glancing at each other; the man in the coat touches his nose briefly. Their expressions are serious, suggesting a tense or urgent discussion. The atmosphere is quiet and shadowy, with soft ambient lighting casting subtle highlights on their faces and surroundings."
+    },
+    {
+      "task_id": "task_0202",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "Two men walk side by side along a dimly lit alley at night, flanked by a bamboo fence and a building with glowing wall lamps. The man on the left wears a dark coat over a white shirt and vest, while the man on the right dons a black leather jacket. They converse as they move forward, occasionally glancing at each other; the man in the coat touches his nose briefly. Their expressions are serious, suggesting a tense or urgent discussion. The atmosphere is quiet and shadowy, with soft ambient lighting casting subtle highlights on their faces and surroundings."
+    },
+    {
+      "task_id": "task_0203",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "Two men walk side by side along a dimly lit alley at night, flanked by a bamboo fence and a building with glowing wall lamps. The man on the left wears a dark coat over a white shirt and vest, while the man on the right dons a black leather jacket. They converse as they move forward, occasionally glancing at each other; the man in the coat touches his nose briefly. Their expressions are serious, suggesting a tense or urgent discussion. The atmosphere is quiet and shadowy, with soft ambient lighting casting subtle highlights on their faces and surroundings."
+    },
+    {
+      "task_id": "task_0204",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "In a dimly lit, opulent interior adorned with red walls and golden railings, a woman in a striking red dress descends a grand staircase, greeted by a group of formally dressed men and women. The setting, rich with Nazi-era symbolism including military uniforms and a framed portrait labeled \"Friedrich Zoller,\" suggests a high-society gathering. The woman interacts warmly with a man in a tuxedo, touching his lapel as they converse amidst others holding champagne glasses, while the atmosphere buzzes with social elegance and subtle tension."
+    },
+    {
+      "task_id": "task_0205",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_3",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "In a dimly lit, opulent interior adorned with red walls and golden railings, a woman in a striking red dress descends a grand staircase, greeted by a group of formally dressed men and women. The setting, rich with Nazi-era symbolism including military uniforms and a framed portrait labeled \"Friedrich Zoller,\" suggests a high-society gathering. The woman interacts warmly with a man in a tuxedo, touching his lapel as they converse amidst others holding champagne glasses, while the atmosphere buzzes with social elegance and subtle tension."
+    },
+    {
+      "task_id": "task_0206",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "infinite_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "In a dimly lit, opulent interior adorned with red walls and golden railings, a woman in a striking red dress descends a grand staircase, greeted by a group of formally dressed men and women. The setting, rich with Nazi-era symbolism including military uniforms and a framed portrait labeled \"Friedrich Zoller,\" suggests a high-society gathering. The woman interacts warmly with a man in a tuxedo, touching his lapel as they converse amidst others holding champagne glasses, while the atmosphere buzzes with social elegance and subtle tension."
+    },
+    {
+      "task_id": "task_0207",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_56494681253156a68d48e6373aaf1f88e76740d395dde7f74b6643da8a46fb7d",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "In a dimly lit, opulent interior adorned with red walls and golden railings, a woman in a striking red dress descends a grand staircase, greeted by a group of formally dressed men and women. The setting, rich with Nazi-era symbolism including military uniforms and a framed portrait labeled \"Friedrich Zoller,\" suggests a high-society gathering. The woman interacts warmly with a man in a tuxedo, touching his lapel as they converse amidst others holding champagne glasses, while the atmosphere buzzes with social elegance and subtle tension."
+    },
+    {
+      "task_id": "task_0208",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "On a busy urban street in Hong Kong, three people stand near a parked taxi under daylight. A man in a gray shirt and green undershirt opens the car door as a woman in black enters. Another woman in a yellow top and patterned jacket stands nearby, visibly emotional. She hugs the man tightly, her face buried in his shoulder, while he comforts her. The background features shops, including \"The Hong Kong & Kowloon\" sign, and a red circular structure."
+    },
+    {
+      "task_id": "task_0209",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "On a busy urban street in Hong Kong, three people stand near a parked taxi under daylight. A man in a gray shirt and green undershirt opens the car door as a woman in black enters. Another woman in a yellow top and patterned jacket stands nearby, visibly emotional. She hugs the man tightly, her face buried in his shoulder, while he comforts her. The background features shops, including \"The Hong Kong & Kowloon\" sign, and a red circular structure."
+    },
+    {
+      "task_id": "task_0210",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "On a busy urban street in Hong Kong, three people stand near a parked taxi under daylight. A man in a gray shirt and green undershirt opens the car door as a woman in black enters. Another woman in a yellow top and patterned jacket stands nearby, visibly emotional. She hugs the man tightly, her face buried in his shoulder, while he comforts her. The background features shops, including \"The Hong Kong & Kowloon\" sign, and a red circular structure."
+    },
+    {
+      "task_id": "task_0211",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_ede8b958a02c1c954adf48b32693b09368ea497223b4518453c7c800a2a4b9b5",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "On a busy urban street in Hong Kong, three people stand near a parked taxi under daylight. A man in a gray shirt and green undershirt opens the car door as a woman in black enters. Another woman in a yellow top and patterned jacket stands nearby, visibly emotional. She hugs the man tightly, her face buried in his shoulder, while he comforts her. The background features shops, including \"The Hong Kong & Kowloon\" sign, and a red circular structure."
+    },
+    {
+      "task_id": "task_0212",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "Inside a modestly furnished room with pale walls and a red-trimmed shelf, an older woman with gray-streaked hair tied back in a bun stands facing right, wearing a dark blouse with ornate embroidery. Beside her, a younger girl in a light pink collared shirt looks on with a solemn expression. The older woman speaks, her mouth moving slightly, while the girl remains still, her gaze fixed forward. Natural light filters in from a window to the left, casting soft shadows."
+    },
+    {
+      "task_id": "task_0213",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "Inside a modestly furnished room with pale walls and a red-trimmed shelf, an older woman with gray-streaked hair tied back in a bun stands facing right, wearing a dark blouse with ornate embroidery. Beside her, a younger girl in a light pink collared shirt looks on with a solemn expression. The older woman speaks, her mouth moving slightly, while the girl remains still, her gaze fixed forward. Natural light filters in from a window to the left, casting soft shadows."
+    },
+    {
+      "task_id": "task_0214",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "Inside a modestly furnished room with pale walls and a red-trimmed shelf, an older woman with gray-streaked hair tied back in a bun stands facing right, wearing a dark blouse with ornate embroidery. Beside her, a younger girl in a light pink collared shirt looks on with a solemn expression. The older woman speaks, her mouth moving slightly, while the girl remains still, her gaze fixed forward. Natural light filters in from a window to the left, casting soft shadows."
+    },
+    {
+      "task_id": "task_0215",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_b23b88de349c55e07f0d678a79e0f5b777848da7a12184fbad56a6e3931bc960",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "Inside a modestly furnished room with pale walls and a red-trimmed shelf, an older woman with gray-streaked hair tied back in a bun stands facing right, wearing a dark blouse with ornate embroidery. Beside her, a younger girl in a light pink collared shirt looks on with a solemn expression. The older woman speaks, her mouth moving slightly, while the girl remains still, her gaze fixed forward. Natural light filters in from a window to the left, casting soft shadows."
+    },
+    {
+      "task_id": "task_0216",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "In a dimly lit, vintage-style office adorned with a large map on the wall and wooden furniture, two men engage in a tense interaction. One wears a dark Mao jacket, the other a brown suit with a vest and tie. The man in the Mao jacket places a folder on a green desk lamp before both turn and walk toward a window with lattice panes, their expressions serious. They pause near the window, exchanging glances, as daylight filters through, revealing a traditional courtyard outside."
+    },
+    {
+      "task_id": "task_0217",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_2",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "In a dimly lit, vintage-style office adorned with a large map on the wall and wooden furniture, two men engage in a tense interaction. One wears a dark Mao jacket, the other a brown suit with a vest and tie. The man in the Mao jacket places a folder on a green desk lamp before both turn and walk toward a window with lattice panes, their expressions serious. They pause near the window, exchanging glances, as daylight filters through, revealing a traditional courtyard outside."
+    },
+    {
+      "task_id": "task_0218",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_2",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "In a dimly lit, vintage-style office adorned with a large map on the wall and wooden furniture, two men engage in a tense interaction. One wears a dark Mao jacket, the other a brown suit with a vest and tie. The man in the Mao jacket places a folder on a green desk lamp before both turn and walk toward a window with lattice panes, their expressions serious. They pause near the window, exchanging glances, as daylight filters through, revealing a traditional courtyard outside."
+    },
+    {
+      "task_id": "task_0219",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_73ed464ba39c63e4ff1de18c3d429a351571ef0549c9012e3f4a6cfad0f0eef5",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_3",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "In a dimly lit, vintage-style office adorned with a large map on the wall and wooden furniture, two men engage in a tense interaction. One wears a dark Mao jacket, the other a brown suit with a vest and tie. The man in the Mao jacket places a folder on a green desk lamp before both turn and walk toward a window with lattice panes, their expressions serious. They pause near the window, exchanging glances, as daylight filters through, revealing a traditional courtyard outside."
+    },
+    {
+      "task_id": "task_0220",
+      "subset": "causal",
+      "sample_id": "a00325_00018",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A close-up view captures a viscous, amber-colored liquid being poured into a container, creating a smooth, continuous stream that merges with the existing fluid. The surface tension forms gentle ripples and small bubbles as the liquid spreads outward. The warm lighting highlights the fluid's glossy texture and subtle reflections, emphasizing its slow, steady flow and the dynamic interplay between gravity and viscosity."
+    },
+    {
+      "task_id": "task_0221",
+      "subset": "causal",
+      "sample_id": "a00325_00018",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "infinite_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A close-up view captures a viscous, amber-colored liquid being poured into a container, creating a smooth, continuous stream that merges with the existing fluid. The surface tension forms gentle ripples and small bubbles as the liquid spreads outward. The warm lighting highlights the fluid's glossy texture and subtle reflections, emphasizing its slow, steady flow and the dynamic interplay between gravity and viscosity."
+    },
+    {
+      "task_id": "task_0222",
+      "subset": "causal",
+      "sample_id": "a00325_00018",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A close-up view captures a viscous, amber-colored liquid being poured into a container, creating a smooth, continuous stream that merges with the existing fluid. The surface tension forms gentle ripples and small bubbles as the liquid spreads outward. The warm lighting highlights the fluid's glossy texture and subtle reflections, emphasizing its slow, steady flow and the dynamic interplay between gravity and viscosity."
+    },
+    {
+      "task_id": "task_0223",
+      "subset": "causal",
+      "sample_id": "a00325_00018",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A close-up view captures a viscous, amber-colored liquid being poured into a container, creating a smooth, continuous stream that merges with the existing fluid. The surface tension forms gentle ripples and small bubbles as the liquid spreads outward. The warm lighting highlights the fluid's glossy texture and subtle reflections, emphasizing its slow, steady flow and the dynamic interplay between gravity and viscosity."
+    },
+    {
+      "task_id": "task_0224",
+      "subset": "causal",
+      "sample_id": "a00060_01459",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "In an outdoor setting with lush green foliage in the background, a blue metal shredder with black and yellow hazard stripes is positioned on a red tarp. Inside the shredder, a black AXE deodorant can is placed atop rotating metal blades. As the blades activate, the can is crushed and flattened, with fragments scattering and debris flying outward. A second identical can rests nearby, untouched. The scene is illuminated by natural daylight, highlighting the mechanical destruction of the object."
+    },
+    {
+      "task_id": "task_0225",
+      "subset": "causal",
+      "sample_id": "a00060_01459",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "In an outdoor setting with lush green foliage in the background, a blue metal shredder with black and yellow hazard stripes is positioned on a red tarp. Inside the shredder, a black AXE deodorant can is placed atop rotating metal blades. As the blades activate, the can is crushed and flattened, with fragments scattering and debris flying outward. A second identical can rests nearby, untouched. The scene is illuminated by natural daylight, highlighting the mechanical destruction of the object."
+    },
+    {
+      "task_id": "task_0226",
+      "subset": "causal",
+      "sample_id": "a00060_01459",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "In an outdoor setting with lush green foliage in the background, a blue metal shredder with black and yellow hazard stripes is positioned on a red tarp. Inside the shredder, a black AXE deodorant can is placed atop rotating metal blades. As the blades activate, the can is crushed and flattened, with fragments scattering and debris flying outward. A second identical can rests nearby, untouched. The scene is illuminated by natural daylight, highlighting the mechanical destruction of the object."
+    },
+    {
+      "task_id": "task_0227",
+      "subset": "causal",
+      "sample_id": "a00060_01459",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "In an outdoor setting with lush green foliage in the background, a blue metal shredder with black and yellow hazard stripes is positioned on a red tarp. Inside the shredder, a black AXE deodorant can is placed atop rotating metal blades. As the blades activate, the can is crushed and flattened, with fragments scattering and debris flying outward. A second identical can rests nearby, untouched. The scene is illuminated by natural daylight, highlighting the mechanical destruction of the object."
+    },
+    {
+      "task_id": "task_0228",
+      "subset": "causal",
+      "sample_id": "a00863_00430",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A wooden curved ramp constructed from light-colored wood guides translucent yellow marbles, each marked with red stars, into a confined area bounded by wooden blocks. The marbles roll down the ramp, gaining momentum before colliding with others already gathered below, causing dynamic shifts in their positions. The smooth surface of the ramp and the reflective quality of the marbles highlight motion and interaction under bright, even lighting, emphasizing rolling, bouncing, and gravitational effects within the enclosed space."
+    },
+    {
+      "task_id": "task_0229",
+      "subset": "causal",
+      "sample_id": "a00863_00430",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A wooden curved ramp constructed from light-colored wood guides translucent yellow marbles, each marked with red stars, into a confined area bounded by wooden blocks. The marbles roll down the ramp, gaining momentum before colliding with others already gathered below, causing dynamic shifts in their positions. The smooth surface of the ramp and the reflective quality of the marbles highlight motion and interaction under bright, even lighting, emphasizing rolling, bouncing, and gravitational effects within the enclosed space."
+    },
+    {
+      "task_id": "task_0230",
+      "subset": "causal",
+      "sample_id": "a00863_00430",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A wooden curved ramp constructed from light-colored wood guides translucent yellow marbles, each marked with red stars, into a confined area bounded by wooden blocks. The marbles roll down the ramp, gaining momentum before colliding with others already gathered below, causing dynamic shifts in their positions. The smooth surface of the ramp and the reflective quality of the marbles highlight motion and interaction under bright, even lighting, emphasizing rolling, bouncing, and gravitational effects within the enclosed space."
+    },
+    {
+      "task_id": "task_0231",
+      "subset": "causal",
+      "sample_id": "a00863_00430",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A wooden curved ramp constructed from light-colored wood guides translucent yellow marbles, each marked with red stars, into a confined area bounded by wooden blocks. The marbles roll down the ramp, gaining momentum before colliding with others already gathered below, causing dynamic shifts in their positions. The smooth surface of the ramp and the reflective quality of the marbles highlight motion and interaction under bright, even lighting, emphasizing rolling, bouncing, and gravitational effects within the enclosed space."
+    },
+    {
+      "task_id": "task_0232",
+      "subset": "causal",
+      "sample_id": "a00606_01009",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "infinite_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A wooden marble run structure is set up on a white textured surface, supported by red Coca-Cola cans. The track consists of light-colored wooden rails with grooves, arranged in a zigzag pattern. Colored marbles—yellow, red, and blue—roll down the tracks, navigating curves and slopes. Gravity drives their motion, causing collisions and momentum transfer as they descend. The marbles follow the path smoothly, demonstrating rolling friction and inertial movement along the elevated wooden rails."
+    },
+    {
+      "task_id": "task_0233",
+      "subset": "causal",
+      "sample_id": "a00606_01009",
+      "camera_motion": "right_then_left",
+      "model_a": "matrix_game_2",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A wooden marble run structure is set up on a white textured surface, supported by red Coca-Cola cans. The track consists of light-colored wooden rails with grooves, arranged in a zigzag pattern. Colored marbles—yellow, red, and blue—roll down the tracks, navigating curves and slopes. Gravity drives their motion, causing collisions and momentum transfer as they descend. The marbles follow the path smoothly, demonstrating rolling friction and inertial movement along the elevated wooden rails."
+    },
+    {
+      "task_id": "task_0234",
+      "subset": "causal",
+      "sample_id": "a00606_01009",
+      "camera_motion": "right_then_left",
+      "model_a": "matrix_game_2",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A wooden marble run structure is set up on a white textured surface, supported by red Coca-Cola cans. The track consists of light-colored wooden rails with grooves, arranged in a zigzag pattern. Colored marbles—yellow, red, and blue—roll down the tracks, navigating curves and slopes. Gravity drives their motion, causing collisions and momentum transfer as they descend. The marbles follow the path smoothly, demonstrating rolling friction and inertial movement along the elevated wooden rails."
+    },
+    {
+      "task_id": "task_0235",
+      "subset": "causal",
+      "sample_id": "a00606_01009",
+      "camera_motion": "right_then_left",
+      "model_a": "matrix_game_3",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A wooden marble run structure is set up on a white textured surface, supported by red Coca-Cola cans. The track consists of light-colored wooden rails with grooves, arranged in a zigzag pattern. Colored marbles—yellow, red, and blue—roll down the tracks, navigating curves and slopes. Gravity drives their motion, causing collisions and momentum transfer as they descend. The marbles follow the path smoothly, demonstrating rolling friction and inertial movement along the elevated wooden rails."
+    },
+    {
+      "task_id": "task_0236",
+      "subset": "causal",
+      "sample_id": "a00655_00572",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A massive, rusted mechanical structure descends vertically onto a barren, desert landscape, its sharp tip piercing the dry earth. The camera captures an aerial view as the structure impacts the ground, causing a small explosion of dust and debris. A humanoid figure in tattered clothing is flung upward from the base, tumbling through the air before being caught by a rotating platform attached to the descending mechanism. The scene is bathed in warm, golden light, emphasizing the arid terrain and the metallic sheen of the machine."
+    },
+    {
+      "task_id": "task_0237",
+      "subset": "causal",
+      "sample_id": "a00655_00572",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A massive, rusted mechanical structure descends vertically onto a barren, desert landscape, its sharp tip piercing the dry earth. The camera captures an aerial view as the structure impacts the ground, causing a small explosion of dust and debris. A humanoid figure in tattered clothing is flung upward from the base, tumbling through the air before being caught by a rotating platform attached to the descending mechanism. The scene is bathed in warm, golden light, emphasizing the arid terrain and the metallic sheen of the machine."
+    },
+    {
+      "task_id": "task_0238",
+      "subset": "causal",
+      "sample_id": "a00655_00572",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A massive, rusted mechanical structure descends vertically onto a barren, desert landscape, its sharp tip piercing the dry earth. The camera captures an aerial view as the structure impacts the ground, causing a small explosion of dust and debris. A humanoid figure in tattered clothing is flung upward from the base, tumbling through the air before being caught by a rotating platform attached to the descending mechanism. The scene is bathed in warm, golden light, emphasizing the arid terrain and the metallic sheen of the machine."
+    },
+    {
+      "task_id": "task_0239",
+      "subset": "causal",
+      "sample_id": "a00655_00572",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A massive, rusted mechanical structure descends vertically onto a barren, desert landscape, its sharp tip piercing the dry earth. The camera captures an aerial view as the structure impacts the ground, causing a small explosion of dust and debris. A humanoid figure in tattered clothing is flung upward from the base, tumbling through the air before being caught by a rotating platform attached to the descending mechanism. The scene is bathed in warm, golden light, emphasizing the arid terrain and the metallic sheen of the machine."
+    },
+    {
+      "task_id": "task_0240",
+      "subset": "causal",
+      "sample_id": "a00157_00451",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A dark, well-used wok sits on a gas stove burner in a dimly lit kitchen. A thin stream of oil pours into the center of the hot surface, spreading outward in concentric ripples as it coats the pan. The oil flows smoothly, forming a glossy, reflective layer that gradually covers the bottom. The wok's seasoned, slightly uneven interior reflects light subtly, while the surrounding stove and countertop remain out of focus, emphasizing the fluid dynamics of the oil spreading under gravity and surface tension."
+    },
+    {
+      "task_id": "task_0241",
+      "subset": "causal",
+      "sample_id": "a00157_00451",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A dark, well-used wok sits on a gas stove burner in a dimly lit kitchen. A thin stream of oil pours into the center of the hot surface, spreading outward in concentric ripples as it coats the pan. The oil flows smoothly, forming a glossy, reflective layer that gradually covers the bottom. The wok's seasoned, slightly uneven interior reflects light subtly, while the surrounding stove and countertop remain out of focus, emphasizing the fluid dynamics of the oil spreading under gravity and surface tension."
+    },
+    {
+      "task_id": "task_0242",
+      "subset": "causal",
+      "sample_id": "a00157_00451",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A dark, well-used wok sits on a gas stove burner in a dimly lit kitchen. A thin stream of oil pours into the center of the hot surface, spreading outward in concentric ripples as it coats the pan. The oil flows smoothly, forming a glossy, reflective layer that gradually covers the bottom. The wok's seasoned, slightly uneven interior reflects light subtly, while the surrounding stove and countertop remain out of focus, emphasizing the fluid dynamics of the oil spreading under gravity and surface tension."
+    },
+    {
+      "task_id": "task_0243",
+      "subset": "causal",
+      "sample_id": "a00157_00451",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A dark, well-used wok sits on a gas stove burner in a dimly lit kitchen. A thin stream of oil pours into the center of the hot surface, spreading outward in concentric ripples as it coats the pan. The oil flows smoothly, forming a glossy, reflective layer that gradually covers the bottom. The wok's seasoned, slightly uneven interior reflects light subtly, while the surrounding stove and countertop remain out of focus, emphasizing the fluid dynamics of the oil spreading under gravity and surface tension."
+    },
+    {
+      "task_id": "task_0244",
+      "subset": "causal",
+      "sample_id": "a00528_02524",
+      "camera_motion": "right_then_left",
+      "model_a": "matrix_game_2",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A child kneels on a light wooden floor, interacting with a yellow, circular toy that spins rapidly. The toy, made of plastic with a red central knob and translucent colored dots, wobbles and tilts as it rotates, demonstrating gyroscopic motion and angular momentum. The child’s hands guide the toy into motion, then release it, allowing it to spin independently while gradually losing balance due to friction and gravity. The scene is dimly lit, emphasizing the toy’s movement against the static background."
+    },
+    {
+      "task_id": "task_0245",
+      "subset": "causal",
+      "sample_id": "a00528_02524",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A child kneels on a light wooden floor, interacting with a yellow, circular toy that spins rapidly. The toy, made of plastic with a red central knob and translucent colored dots, wobbles and tilts as it rotates, demonstrating gyroscopic motion and angular momentum. The child’s hands guide the toy into motion, then release it, allowing it to spin independently while gradually losing balance due to friction and gravity. The scene is dimly lit, emphasizing the toy’s movement against the static background."
+    },
+    {
+      "task_id": "task_0246",
+      "subset": "causal",
+      "sample_id": "a00528_02524",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A child kneels on a light wooden floor, interacting with a yellow, circular toy that spins rapidly. The toy, made of plastic with a red central knob and translucent colored dots, wobbles and tilts as it rotates, demonstrating gyroscopic motion and angular momentum. The child’s hands guide the toy into motion, then release it, allowing it to spin independently while gradually losing balance due to friction and gravity. The scene is dimly lit, emphasizing the toy’s movement against the static background."
+    },
+    {
+      "task_id": "task_0247",
+      "subset": "causal",
+      "sample_id": "a00528_02524",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A child kneels on a light wooden floor, interacting with a yellow, circular toy that spins rapidly. The toy, made of plastic with a red central knob and translucent colored dots, wobbles and tilts as it rotates, demonstrating gyroscopic motion and angular momentum. The child’s hands guide the toy into motion, then release it, allowing it to spin independently while gradually losing balance due to friction and gravity. The scene is dimly lit, emphasizing the toy’s movement against the static background."
+    },
+    {
+      "task_id": "task_0248",
+      "subset": "causal",
+      "sample_id": "a00110_01560",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "infinite_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A wooden block rests on a smooth, bright blue surface, supporting a cylindrical spool wrapped in white string. Atop the spool sits a black cap with a central metal bolt. A person's hands position a metallic wrench onto the bolt, threading a thin white string through its loop. As the wrench is pulled upward, the string unwinds rapidly, causing the wrench to spin and rise vertically, demonstrating rotational motion and tension dynamics."
+    },
+    {
+      "task_id": "task_0249",
+      "subset": "causal",
+      "sample_id": "a00110_01560",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_3",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A wooden block rests on a smooth, bright blue surface, supporting a cylindrical spool wrapped in white string. Atop the spool sits a black cap with a central metal bolt. A person's hands position a metallic wrench onto the bolt, threading a thin white string through its loop. As the wrench is pulled upward, the string unwinds rapidly, causing the wrench to spin and rise vertically, demonstrating rotational motion and tension dynamics."
+    },
+    {
+      "task_id": "task_0250",
+      "subset": "causal",
+      "sample_id": "a00110_01560",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_2",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A wooden block rests on a smooth, bright blue surface, supporting a cylindrical spool wrapped in white string. Atop the spool sits a black cap with a central metal bolt. A person's hands position a metallic wrench onto the bolt, threading a thin white string through its loop. As the wrench is pulled upward, the string unwinds rapidly, causing the wrench to spin and rise vertically, demonstrating rotational motion and tension dynamics."
+    },
+    {
+      "task_id": "task_0251",
+      "subset": "causal",
+      "sample_id": "a00110_01560",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A wooden block rests on a smooth, bright blue surface, supporting a cylindrical spool wrapped in white string. Atop the spool sits a black cap with a central metal bolt. A person's hands position a metallic wrench onto the bolt, threading a thin white string through its loop. As the wrench is pulled upward, the string unwinds rapidly, causing the wrench to spin and rise vertically, demonstrating rotational motion and tension dynamics."
+    },
+    {
+      "task_id": "task_0252",
+      "subset": "causal",
+      "sample_id": "a00670_01404",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "In a sunlit grassy clearing surrounded by dense green trees, a man in a gray shirt and dark pants swings a long blade at a purple foam target shaped like a humanoid figure. The target, marked with a white \"UP\" sign, splits apart upon impact, its limbs detaching and tumbling across the grass. Fragments scatter as the man follows through, lifting one severed piece before tossing it aside. The scene captures the dynamic collision, deformation, and dispersal of soft foam under force, with gravity pulling the pieces downward."
+    },
+    {
+      "task_id": "task_0253",
+      "subset": "causal",
+      "sample_id": "a00670_01404",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "In a sunlit grassy clearing surrounded by dense green trees, a man in a gray shirt and dark pants swings a long blade at a purple foam target shaped like a humanoid figure. The target, marked with a white \"UP\" sign, splits apart upon impact, its limbs detaching and tumbling across the grass. Fragments scatter as the man follows through, lifting one severed piece before tossing it aside. The scene captures the dynamic collision, deformation, and dispersal of soft foam under force, with gravity pulling the pieces downward."
+    },
+    {
+      "task_id": "task_0254",
+      "subset": "causal",
+      "sample_id": "a00670_01404",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "In a sunlit grassy clearing surrounded by dense green trees, a man in a gray shirt and dark pants swings a long blade at a purple foam target shaped like a humanoid figure. The target, marked with a white \"UP\" sign, splits apart upon impact, its limbs detaching and tumbling across the grass. Fragments scatter as the man follows through, lifting one severed piece before tossing it aside. The scene captures the dynamic collision, deformation, and dispersal of soft foam under force, with gravity pulling the pieces downward."
+    },
+    {
+      "task_id": "task_0255",
+      "subset": "causal",
+      "sample_id": "a00670_01404",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "In a sunlit grassy clearing surrounded by dense green trees, a man in a gray shirt and dark pants swings a long blade at a purple foam target shaped like a humanoid figure. The target, marked with a white \"UP\" sign, splits apart upon impact, its limbs detaching and tumbling across the grass. Fragments scatter as the man follows through, lifting one severed piece before tossing it aside. The scene captures the dynamic collision, deformation, and dispersal of soft foam under force, with gravity pulling the pieces downward."
+    },
+    {
+      "task_id": "task_0256",
+      "subset": "causal",
+      "sample_id": "a00361_00060",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A powerful waterfall cascades down a dark, rocky cliff face, its turbulent flow illuminated by scattered light reflections. A person in dark clothing descends rapidly through the falling water, arms outstretched, as they are engulfed by the torrent. The force of the water propels them downward, creating a splash upon impact with the churning pool below, where foam and spray rise from the collision."
+    },
+    {
+      "task_id": "task_0257",
+      "subset": "causal",
+      "sample_id": "a00361_00060",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A powerful waterfall cascades down a dark, rocky cliff face, its turbulent flow illuminated by scattered light reflections. A person in dark clothing descends rapidly through the falling water, arms outstretched, as they are engulfed by the torrent. The force of the water propels them downward, creating a splash upon impact with the churning pool below, where foam and spray rise from the collision."
+    },
+    {
+      "task_id": "task_0258",
+      "subset": "causal",
+      "sample_id": "a00361_00060",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A powerful waterfall cascades down a dark, rocky cliff face, its turbulent flow illuminated by scattered light reflections. A person in dark clothing descends rapidly through the falling water, arms outstretched, as they are engulfed by the torrent. The force of the water propels them downward, creating a splash upon impact with the churning pool below, where foam and spray rise from the collision."
+    },
+    {
+      "task_id": "task_0259",
+      "subset": "causal",
+      "sample_id": "a00361_00060",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A powerful waterfall cascades down a dark, rocky cliff face, its turbulent flow illuminated by scattered light reflections. A person in dark clothing descends rapidly through the falling water, arms outstretched, as they are engulfed by the torrent. The force of the water propels them downward, creating a splash upon impact with the churning pool below, where foam and spray rise from the collision."
+    },
+    {
+      "task_id": "task_0260",
+      "subset": "causal",
+      "sample_id": "a00764_02393",
+      "camera_motion": "right_then_left",
+      "model_a": "matrix_game_2",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A dark, viscous liquid flows vigorously into a container lined with yellow mesh, creating splashes and ripples as it mixes with the existing contents. The fluid's surface churns, revealing numerous small, wriggling eel-like creatures beneath. Wooden chopsticks rest on the edge of the container, partially submerged, while the surrounding area remains dimly lit, emphasizing the dynamic motion of the liquid and the undulating movement of the creatures within."
+    },
+    {
+      "task_id": "task_0261",
+      "subset": "causal",
+      "sample_id": "a00764_02393",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A dark, viscous liquid flows vigorously into a container lined with yellow mesh, creating splashes and ripples as it mixes with the existing contents. The fluid's surface churns, revealing numerous small, wriggling eel-like creatures beneath. Wooden chopsticks rest on the edge of the container, partially submerged, while the surrounding area remains dimly lit, emphasizing the dynamic motion of the liquid and the undulating movement of the creatures within."
+    },
+    {
+      "task_id": "task_0262",
+      "subset": "causal",
+      "sample_id": "a00764_02393",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A dark, viscous liquid flows vigorously into a container lined with yellow mesh, creating splashes and ripples as it mixes with the existing contents. The fluid's surface churns, revealing numerous small, wriggling eel-like creatures beneath. Wooden chopsticks rest on the edge of the container, partially submerged, while the surrounding area remains dimly lit, emphasizing the dynamic motion of the liquid and the undulating movement of the creatures within."
+    },
+    {
+      "task_id": "task_0263",
+      "subset": "causal",
+      "sample_id": "a00764_02393",
+      "camera_motion": "right_then_left",
+      "model_a": "matrix_game_2",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A dark, viscous liquid flows vigorously into a container lined with yellow mesh, creating splashes and ripples as it mixes with the existing contents. The fluid's surface churns, revealing numerous small, wriggling eel-like creatures beneath. Wooden chopsticks rest on the edge of the container, partially submerged, while the surrounding area remains dimly lit, emphasizing the dynamic motion of the liquid and the undulating movement of the creatures within."
+    },
+    {
+      "task_id": "task_0264",
+      "subset": "causal",
+      "sample_id": "a00742_01453",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A colorful wooden marble run structure, supported by blue and orange interlocking blocks, features a curved track with a green tree-shaped element and yellow spiral ramp. Brightly colored marbles—green, red, yellow, blue, and purple—roll along the elevated track, descending through curves and spirals, colliding gently as they navigate the path, eventually exiting onto the white surface below under consistent indoor lighting."
+    },
+    {
+      "task_id": "task_0265",
+      "subset": "causal",
+      "sample_id": "a00742_01453",
+      "camera_motion": "right_then_left",
+      "model_a": "matrix_game_3",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A colorful wooden marble run structure, supported by blue and orange interlocking blocks, features a curved track with a green tree-shaped element and yellow spiral ramp. Brightly colored marbles—green, red, yellow, blue, and purple—roll along the elevated track, descending through curves and spirals, colliding gently as they navigate the path, eventually exiting onto the white surface below under consistent indoor lighting."
+    },
+    {
+      "task_id": "task_0266",
+      "subset": "causal",
+      "sample_id": "a00742_01453",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "infinite_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A colorful wooden marble run structure, supported by blue and orange interlocking blocks, features a curved track with a green tree-shaped element and yellow spiral ramp. Brightly colored marbles—green, red, yellow, blue, and purple—roll along the elevated track, descending through curves and spirals, colliding gently as they navigate the path, eventually exiting onto the white surface below under consistent indoor lighting."
+    },
+    {
+      "task_id": "task_0267",
+      "subset": "causal",
+      "sample_id": "a00742_01453",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A colorful wooden marble run structure, supported by blue and orange interlocking blocks, features a curved track with a green tree-shaped element and yellow spiral ramp. Brightly colored marbles—green, red, yellow, blue, and purple—roll along the elevated track, descending through curves and spirals, colliding gently as they navigate the path, eventually exiting onto the white surface below under consistent indoor lighting."
+    },
+    {
+      "task_id": "task_0268",
+      "subset": "causal",
+      "sample_id": "a00464_00063",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A bulldozer moves forward across a construction site, its blade pushing and compacting loose brown soil into a rising mound. The terrain is uneven, marked by tire tracks and scattered rocks, with concrete curbs lining the perimeter. In the background, a yellow excavator sits idle near a building under construction. As the dozer advances, soil clumps shift and settle under pressure, demonstrating friction and gravity's influence on granular material."
+    },
+    {
+      "task_id": "task_0269",
+      "subset": "causal",
+      "sample_id": "a00464_00063",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A bulldozer moves forward across a construction site, its blade pushing and compacting loose brown soil into a rising mound. The terrain is uneven, marked by tire tracks and scattered rocks, with concrete curbs lining the perimeter. In the background, a yellow excavator sits idle near a building under construction. As the dozer advances, soil clumps shift and settle under pressure, demonstrating friction and gravity's influence on granular material."
+    },
+    {
+      "task_id": "task_0270",
+      "subset": "causal",
+      "sample_id": "a00464_00063",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A bulldozer moves forward across a construction site, its blade pushing and compacting loose brown soil into a rising mound. The terrain is uneven, marked by tire tracks and scattered rocks, with concrete curbs lining the perimeter. In the background, a yellow excavator sits idle near a building under construction. As the dozer advances, soil clumps shift and settle under pressure, demonstrating friction and gravity's influence on granular material."
+    },
+    {
+      "task_id": "task_0271",
+      "subset": "causal",
+      "sample_id": "a00464_00063",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A bulldozer moves forward across a construction site, its blade pushing and compacting loose brown soil into a rising mound. The terrain is uneven, marked by tire tracks and scattered rocks, with concrete curbs lining the perimeter. In the background, a yellow excavator sits idle near a building under construction. As the dozer advances, soil clumps shift and settle under pressure, demonstrating friction and gravity's influence on granular material."
+    },
+    {
+      "task_id": "task_0272",
+      "subset": "causal",
+      "sample_id": "a00685_00148",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "In a kitchen setting with soft ambient lighting, a hand holds a glass jar filled with a cloudy liquid, positioned near an empty mason jar on a wooden surface. A red sponge is placed atop the first jar using tongs, then removed as the jar is tilted to pour the liquid into the second jar. The fluid flows smoothly, creating gentle ripples and a slight splash upon impact, while the background reveals blurred kitchen elements like appliances and containers."
+    },
+    {
+      "task_id": "task_0273",
+      "subset": "causal",
+      "sample_id": "a00685_00148",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "In a kitchen setting with soft ambient lighting, a hand holds a glass jar filled with a cloudy liquid, positioned near an empty mason jar on a wooden surface. A red sponge is placed atop the first jar using tongs, then removed as the jar is tilted to pour the liquid into the second jar. The fluid flows smoothly, creating gentle ripples and a slight splash upon impact, while the background reveals blurred kitchen elements like appliances and containers."
+    },
+    {
+      "task_id": "task_0274",
+      "subset": "causal",
+      "sample_id": "a00685_00148",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "In a kitchen setting with soft ambient lighting, a hand holds a glass jar filled with a cloudy liquid, positioned near an empty mason jar on a wooden surface. A red sponge is placed atop the first jar using tongs, then removed as the jar is tilted to pour the liquid into the second jar. The fluid flows smoothly, creating gentle ripples and a slight splash upon impact, while the background reveals blurred kitchen elements like appliances and containers."
+    },
+    {
+      "task_id": "task_0275",
+      "subset": "causal",
+      "sample_id": "a00685_00148",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "In a kitchen setting with soft ambient lighting, a hand holds a glass jar filled with a cloudy liquid, positioned near an empty mason jar on a wooden surface. A red sponge is placed atop the first jar using tongs, then removed as the jar is tilted to pour the liquid into the second jar. The fluid flows smoothly, creating gentle ripples and a slight splash upon impact, while the background reveals blurred kitchen elements like appliances and containers."
+    },
+    {
+      "task_id": "task_0276",
+      "subset": "causal",
+      "sample_id": "a00208_01445",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_2",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A yellow toy dump truck with large black tires and yellow rims is positioned on a sandy surface, its bed raised to unload a pile of dark brown soil. The soil tumbles forward in a controlled cascade, forming a small mound as it falls onto the ground. The surrounding environment includes a larger sand dune, sparse green tufts of grass, and a white wall in the background. The truck’s movement is steady, and the soil flows smoothly under gravity, demonstrating the effects of weight and friction as it settles into the terrain."
+    },
+    {
+      "task_id": "task_0277",
+      "subset": "causal",
+      "sample_id": "a00208_01445",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_3",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A yellow toy dump truck with large black tires and yellow rims is positioned on a sandy surface, its bed raised to unload a pile of dark brown soil. The soil tumbles forward in a controlled cascade, forming a small mound as it falls onto the ground. The surrounding environment includes a larger sand dune, sparse green tufts of grass, and a white wall in the background. The truck’s movement is steady, and the soil flows smoothly under gravity, demonstrating the effects of weight and friction as it settles into the terrain."
+    },
+    {
+      "task_id": "task_0278",
+      "subset": "causal",
+      "sample_id": "a00208_01445",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A yellow toy dump truck with large black tires and yellow rims is positioned on a sandy surface, its bed raised to unload a pile of dark brown soil. The soil tumbles forward in a controlled cascade, forming a small mound as it falls onto the ground. The surrounding environment includes a larger sand dune, sparse green tufts of grass, and a white wall in the background. The truck’s movement is steady, and the soil flows smoothly under gravity, demonstrating the effects of weight and friction as it settles into the terrain."
+    },
+    {
+      "task_id": "task_0279",
+      "subset": "causal",
+      "sample_id": "a00208_01445",
+      "camera_motion": "left_then_right",
+      "model_a": "matrix_game_2",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A yellow toy dump truck with large black tires and yellow rims is positioned on a sandy surface, its bed raised to unload a pile of dark brown soil. The soil tumbles forward in a controlled cascade, forming a small mound as it falls onto the ground. The surrounding environment includes a larger sand dune, sparse green tufts of grass, and a white wall in the background. The truck’s movement is steady, and the soil flows smoothly under gravity, demonstrating the effects of weight and friction as it settles into the terrain."
+    }
+  ],
+  "quality_control_tasks": [
+    {
+      "task_id": "qc_task_0160",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "lingbot_world",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "Inside a brightly lit indoor space, likely a school hallway, three individuals—a man and two children—stand near a doorway adorned with educational posters about respiratory health. The man, wearing glasses and a brown shirt, listens as the boy in a yellow polo shirt gestures emphatically toward the girl beside him, who wears a matching uniform and a blue headband. She responds by pointing off-screen, drawing attention to something beyond the frame. A red and black bag hangs on the wall, and green plants add a touch of nature to the scene.",
+      "is_quality_control": true
+    },
+    {
+      "task_id": "qc_task_0122",
+      "subset": "object",
+      "sample_id": "sample_272_f1ea4671",
+      "camera_motion": "right_then_left",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A stately, multi-story house with a light brick facade and large windows sits in a quiet, upscale neighborhood, framed by a bare tree and a muted winter palette.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/",
+      "is_quality_control": true
+    },
+    {
+      "task_id": "qc_task_0135",
+      "subset": "object",
+      "sample_id": "sample_209_b7a80278",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A serene alpine village nestled among towering peaks, featuring a weathered barn, a curved road, and a clear blue sky, evoking peaceful isolation and natural beauty.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/",
+      "is_quality_control": true
+    },
+    {
+      "task_id": "qc_task_0202",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_1f35e1c32209f2acdcec26a4e560e1cc7e1fdaad59f891bc03f2b157226c771d",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "Two men walk side by side along a dimly lit alley at night, flanked by a bamboo fence and a building with glowing wall lamps. The man on the left wears a dark coat over a white shirt and vest, while the man on the right dons a black leather jacket. They converse as they move forward, occasionally glancing at each other; the man in the coat touches his nose briefly. Their expressions are serious, suggesting a tense or urgent discussion. The atmosphere is quiet and shadowy, with soft ambient lighting casting subtle highlights on their faces and surroundings.",
+      "is_quality_control": true
+    },
+    {
+      "task_id": "qc_task_0067",
+      "subset": "environment",
+      "sample_id": "sample_230_f55277fe",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A lively, illuminated courtyard filled with holiday decorations, surrounded by elegant architecture, where people gather under twinkling lights in a warm, celebratory atmosphere.",
+      "is_quality_control": true
+    },
+    {
+      "task_id": "qc_task_0153",
+      "subset": "object",
+      "sample_id": "sample_103_74c54180",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A serene village square under a blue sky, framed by a stone archway, wooden buildings, and a distant church tower, evoking a timeless atmosphere.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/",
+      "is_quality_control": true
+    },
+    {
+      "task_id": "qc_task_0234",
+      "subset": "causal",
+      "sample_id": "a00606_01009",
+      "camera_motion": "right_then_left",
+      "model_a": "matrix_game_2",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A wooden marble run structure is set up on a white textured surface, supported by red Coca-Cola cans. The track consists of light-colored wooden rails with grooves, arranged in a zigzag pattern. Colored marbles—yellow, red, and blue—roll down the tracks, navigating curves and slopes. Gravity drives their motion, causing collisions and momentum transfer as they descend. The marbles follow the path smoothly, demonstrating rolling friction and inertial movement along the elevated wooden rails.",
+      "is_quality_control": true
+    },
+    {
+      "task_id": "qc_task_0161",
+      "subset": "human",
+      "sample_id": "mem_openhumanvid_4e5e1c0db89294099c90db5e79182763b7289b0501c9f4b87ccec06187a22c53",
+      "camera_motion": "left_then_right",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "identity",
+        "appearance"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和人物？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "identity": "人物离开画面再回来后，哪个视频中人物的面部特征（脸型、五官）更像同一个人？",
+        "appearance": "人物离开画面再回来后，哪个视频中人物的整体外观（衣着、体型、发型）更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "Inside a brightly lit indoor space, likely a school hallway, three individuals—a man and two children—stand near a doorway adorned with educational posters about respiratory health. The man, wearing glasses and a brown shirt, listens as the boy in a yellow polo shirt gestures emphatically toward the girl beside him, who wears a matching uniform and a blue headband. She responds by pointing off-screen, drawing attention to something beyond the frame. A red and black bag hangs on the wall, and green plants add a touch of nature to the scene.",
+      "is_quality_control": true
+    },
+    {
+      "task_id": "qc_task_0037",
+      "subset": "environment",
+      "sample_id": "sample_049_dccd53de",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A quiet mountain village lies under a blue sky, its snow-draped houses and trees creating a serene, wintry atmosphere along a winding road.",
+      "is_quality_control": true
+    },
+    {
+      "task_id": "qc_task_0004",
+      "subset": "environment",
+      "sample_id": "sample_247_b0456067",
+      "camera_motion": "right_then_left",
+      "model_a": "hy_worldplay",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A brightly lit, floral-walled room features a woman cradling a baby, surrounded by a white crib and a small table with a lamp, evoking a tender atmosphere.",
+      "is_quality_control": true
+    },
+    {
+      "task_id": "qc_task_0051",
+      "subset": "environment",
+      "sample_id": "sample_262_10a2b882",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "viewpoint",
+        "layout",
+        "style",
+        "lighting"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "viewpoint": "相机转回来后，哪个视频看起来更像是从同一个位置/角度在看同一个场景？",
+        "layout": "相机转回来后，场景中物体的空间布局（位置关系、远近大小）哪个更一致？",
+        "style": "视频前后的整体风格（色调、渲染风格、画面质感）哪个更一致？",
+        "lighting": "视频前后的光照条件（光源方向、亮度、阴影）哪个更一致？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "A serene winter landscape features a snow-covered road flanked by towering trees under an overcast sky, evoking quiet isolation and natural beauty.",
+      "is_quality_control": true
+    },
+    {
+      "task_id": "qc_task_0275",
+      "subset": "causal",
+      "sample_id": "a00685_00148",
+      "camera_motion": "right_then_left",
+      "model_a": "lingbot_world",
+      "model_b": "matrix_game_2",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向右转，再向左转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向右转，再向左转回来",
+      "caption": "In a kitchen setting with soft ambient lighting, a hand holds a glass jar filled with a cloudy liquid, positioned near an empty mason jar on a wooden surface. A red sponge is placed atop the first jar using tongs, then removed as the jar is tilted to pour the liquid into the second jar. The fluid flows smoothly, creating gentle ripples and a slight splash upon impact, while the background reveals blurred kitchen elements like appliances and containers.",
+      "is_quality_control": true
+    },
+    {
+      "task_id": "qc_task_0109",
+      "subset": "object",
+      "sample_id": "sample_008_93bb110c",
+      "camera_motion": "left_then_right",
+      "model_a": "lingbot_world",
+      "model_b": "yume",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "geometry",
+        "texture"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "geometry": "关注标注出的目标物体：相机转回来后，物体的形状/轮廓哪个更一致？",
+        "texture": "关注标注出的目标物体：相机转回来后，物体的表面纹理/颜色/材质哪个更一致？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A quiet European village square with timber-framed buildings, cobblestone streets, and pedestrians, bathed in soft overcast light, evoking a calm, nostalgic atmosphere.",
+      "mask_viz_dir": "eval_outputs/spatial_filter/subset_viz/",
+      "is_quality_control": true
+    },
+    {
+      "task_id": "qc_task_0259",
+      "subset": "causal",
+      "sample_id": "a00361_00060",
+      "camera_motion": "left_then_right",
+      "model_a": "infinite_world",
+      "model_b": "matrix_game_3",
+      "dimensions": [
+        "prompt_interaction",
+        "action_interaction",
+        "state_progress",
+        "physical_plausibility"
+      ],
+      "dimension_questions": {
+        "prompt_interaction": "阅读下方的文字描述。哪个视频的内容更符合文字所描述的场景和物理过程？",
+        "action_interaction": "预期的相机运动是'先向左转，再向右转回来'。哪个视频的相机运动更符合这个要求？",
+        "state_progress": "相机转走再转回来后，场景中的物理过程是否在继续推进？（例如：水位是否比离开前更高？物体是否继续运动？）哪个视频的物理过程更像在持续发展、没有停滞或回退？",
+        "physical_plausibility": "相机转回来后看到的物理状态是否合理？（例如：水位上涨了合理的量？碾压后的变形程度符合预期？）哪个视频的物理结果更符合真实世界的规律？"
+      },
+      "camera_motion_description": "先向左转，再向右转回来",
+      "caption": "A powerful waterfall cascades down a dark, rocky cliff face, its turbulent flow illuminated by scattered light reflections. A person in dark clothing descends rapidly through the falling water, arms outstretched, as they are engulfed by the torrent. The force of the water propels them downward, creating a splash upon impact with the churning pool below, where foam and spray rise from the collision.",
+      "is_quality_control": true
+    }
+  ],
+  "annotator_assignments": {
+    "annotator_00": [
+      "task_0197",
+      "task_0266",
+      "task_0151",
+      "task_0260",
+      "task_0022",
+      "task_0154",
+      "task_0001",
+      "task_0047",
+      "task_0134",
+      "task_0100",
+      "task_0139",
+      "task_0066",
+      "task_0048",
+      "task_0034",
+      "task_0187",
+      "task_0086",
+      "task_0120",
+      "task_0170",
+      "task_0059",
+      "task_0055",
+      "task_0052",
+      "task_0073",
+      "task_0173",
+      "task_0065",
+      "task_0212",
+      "task_0090",
+      "task_0267",
+      "task_0248",
+      "task_0115",
+      "task_0273",
+      "task_0042",
+      "task_0032",
+      "task_0020",
+      "task_0078",
+      "task_0261",
+      "task_0257",
+      "task_0155",
+      "task_0247",
+      "task_0222",
+      "task_0075",
+      "task_0244",
+      "task_0203",
+      "task_0274",
+      "task_0243",
+      "task_0275",
+      "task_0193",
+      "task_0227",
+      "task_0109",
+      "task_0143",
+      "task_0067",
+      "task_0101",
+      "task_0183",
+      "task_0054",
+      "task_0206",
+      "task_0198",
+      "task_0112",
+      "task_0125",
+      "task_0181",
+      "task_0232",
+      "task_0040"
+    ],
+    "annotator_01": [
+      "task_0197",
+      "task_0104",
+      "task_0151",
+      "task_0260",
+      "task_0147",
+      "task_0154",
+      "task_0001",
+      "task_0049",
+      "task_0134",
+      "task_0100",
+      "task_0103",
+      "task_0066",
+      "task_0048",
+      "task_0185",
+      "task_0187",
+      "task_0086",
+      "task_0099",
+      "task_0170",
+      "task_0059",
+      "task_0084",
+      "task_0052",
+      "task_0073",
+      "task_0062",
+      "task_0065",
+      "task_0212",
+      "task_0009",
+      "task_0267",
+      "task_0248",
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diff --git a/annotations-new/a_pairwise_8f2d11bb.jsonl b/annotations-new/a_pairwise_8f2d11bb.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..cc3cd83f23c7e0f6c3f5758967202a07d55265ae
--- /dev/null
+++ b/annotations-new/a_pairwise_8f2d11bb.jsonl
@@ -0,0 +1,71 @@
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diff --git a/annotations-new/a_pairwise_d0feae99.jsonl b/annotations-new/a_pairwise_d0feae99.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7cf68dc8e2aaf836cf889922ff51af5b41167820
--- /dev/null
+++ b/annotations-new/a_pairwise_d0feae99.jsonl
@@ -0,0 +1,52 @@
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diff --git a/annotations-new/migrated_a_pairwise.jsonl b/annotations-new/migrated_a_pairwise.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..34fdcf775850b138fadcad5e048be3f979f2b61c
--- /dev/null
+++ b/annotations-new/migrated_a_pairwise.jsonl
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diff --git a/annotations-new/migrated_v_binary.jsonl b/annotations-new/migrated_v_binary.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4743269130a1277715adcd3ded3ed57c46969e8e
--- /dev/null
+++ b/annotations-new/migrated_v_binary.jsonl
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diff --git a/annotations-new/v_binary_64e02bbf.jsonl b/annotations-new/v_binary_64e02bbf.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7315c127548d9a55f1ddeb122729be137ce3b58a
--- /dev/null
+++ b/annotations-new/v_binary_64e02bbf.jsonl
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diff --git a/annotations-new/v_binary_8f2d11bb.jsonl b/annotations-new/v_binary_8f2d11bb.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4d6fc7583299e695ac37f8d671dc57de2c1f1554
--- /dev/null
+++ b/annotations-new/v_binary_8f2d11bb.jsonl
@@ -0,0 +1,113 @@
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diff --git a/annotations-new/v_binary_d0feae99.jsonl b/annotations-new/v_binary_d0feae99.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..32996f62462042ed57cc3906402111eb61f0cf7b
--- /dev/null
+++ b/annotations-new/v_binary_d0feae99.jsonl
@@ -0,0 +1,784 @@
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diff --git a/annotations-new/v_pairwise_64e02bbf.jsonl b/annotations-new/v_pairwise_64e02bbf.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2af52adfb7f4ea2c324f822adec22c834f1dec2b
--- /dev/null
+++ b/annotations-new/v_pairwise_64e02bbf.jsonl
@@ -0,0 +1,1020 @@
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diff --git a/annotations-new/v_pairwise_8f2d11bb.jsonl b/annotations-new/v_pairwise_8f2d11bb.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..881c4141620dc0001aa9488599791dc6c70fbe61
--- /dev/null
+++ b/annotations-new/v_pairwise_8f2d11bb.jsonl
@@ -0,0 +1,92 @@
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diff --git a/annotations-new/v_pairwise_d0feae99.jsonl b/annotations-new/v_pairwise_d0feae99.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..842d9d316d563f8fc433709b89940b7525f754e8
--- /dev/null
+++ b/annotations-new/v_pairwise_d0feae99.jsonl
@@ -0,0 +1,803 @@
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diff --git a/annotations/ann_bc109d66.jsonl b/annotations/ann_bc109d66.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..94fc5a4ce57a25dfef5550b85f01d4a40a158b02
--- /dev/null
+++ b/annotations/ann_bc109d66.jsonl
@@ -0,0 +1,642 @@
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diff --git a/annotations/ann_mbench_a_446c32d0.jsonl b/annotations/ann_mbench_a_446c32d0.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..87542e821ff0a24939d2ed9c49d4a3bd08f27531
--- /dev/null
+++ b/annotations/ann_mbench_a_446c32d0.jsonl
@@ -0,0 +1,821 @@
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